diff --git a/.cursorindexingignore b/.cursorindexingignore new file mode 100644 index 0000000000000000000000000000000000000000..953908e7300307564e995f6189d5fc88a6d926bc --- /dev/null +++ b/.cursorindexingignore @@ -0,0 +1,3 @@ + +# Don't index SpecStory auto-save files, but allow explicit context inclusion via @ references +.specstory/** diff --git a/.dockerignore b/.dockerignore new file mode 100644 index 0000000000000000000000000000000000000000..393377305357b5113a8d9dc1521bfd17e8d3d01d --- /dev/null +++ b/.dockerignore @@ -0,0 +1,51 @@ +# --- 核心语言与依赖 --- +__pycache__/ +*.py[cod] +.venv/ +venv/ +env/ +node_modules/ +client/src/node_modules/ +client/src/.cache-loader/ + +# --- 构建产物与缓存 --- +client/dist/ +build/ +dist/ +*.egg-info/ +.cache_huggingface/ +*.tsbuildinfo + +# --- 项目特定配置 --- +# 忽略所有数据，防止误传大文件 +data/* +# 白名单：只保留public文件夹 +!data/demo/ +data/demo/* +!data/demo/public/ + +# 忽略临时文件和日志 +notes.md +.env +*.log +npm-debug.log* +yarn-debug.log* +yarn-error.log* + +# --- 系统与 IDE --- +.DS_Store +.DS_Store? +._* +.Spotlight-V100 +.Trashes +ehthumbs.db +Thumbs.db +.vscode/ +.idea/ +*.swp +*.swo +*~ + +# --- Git --- +.git +.gitignore diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000000000000000000000000000000000000..f6b1f326ca4ab7cf0c8798856f8fe0020ff82d58 --- /dev/null +++ b/.gitattributes @@ -0,0 +1,36 @@ +*.7z filter=lfs diff=lfs merge=lfs -text +*.arrow filter=lfs diff=lfs merge=lfs -text +*.bin filter=lfs diff=lfs merge=lfs -text +*.bz2 filter=lfs diff=lfs merge=lfs -text +*.ckpt filter=lfs diff=lfs merge=lfs -text +*.ftz filter=lfs diff=lfs merge=lfs -text +*.gz filter=lfs diff=lfs merge=lfs -text +*.h5 filter=lfs diff=lfs merge=lfs -text +*.joblib filter=lfs diff=lfs merge=lfs -text +*.lfs.* filter=lfs diff=lfs merge=lfs -text +*.mlmodel filter=lfs diff=lfs merge=lfs -text +*.model filter=lfs diff=lfs merge=lfs -text +*.msgpack filter=lfs diff=lfs merge=lfs -text +*.npy filter=lfs diff=lfs merge=lfs -text +*.npz filter=lfs diff=lfs merge=lfs -text +*.onnx filter=lfs diff=lfs merge=lfs -text +*.ot filter=lfs diff=lfs merge=lfs -text +*.parquet filter=lfs diff=lfs merge=lfs -text +*.pb filter=lfs diff=lfs merge=lfs -text +*.pickle filter=lfs diff=lfs merge=lfs -text +*.pkl filter=lfs diff=lfs merge=lfs -text +*.pt filter=lfs diff=lfs merge=lfs -text +*.pth filter=lfs diff=lfs merge=lfs -text +*.rar filter=lfs diff=lfs merge=lfs -text +*.safetensors filter=lfs diff=lfs merge=lfs -text +saved_model/**/* filter=lfs diff=lfs merge=lfs -text +*.tar.* filter=lfs diff=lfs merge=lfs -text +*.tar filter=lfs diff=lfs merge=lfs -text +*.tflite filter=lfs diff=lfs merge=lfs -text +*.tgz filter=lfs diff=lfs merge=lfs -text +*.wasm filter=lfs diff=lfs merge=lfs -text +*.xz filter=lfs diff=lfs merge=lfs -text +*.zip filter=lfs diff=lfs merge=lfs -text +*.zst filter=lfs diff=lfs merge=lfs -text +*tfevents* filter=lfs diff=lfs merge=lfs -text +*.png filter=lfs diff=lfs merge=lfs -text diff --git a/.gitignore b/.gitignore new file mode 100644 index 0000000000000000000000000000000000000000..7610c554b50f13b0e7f392146aa1ecec113f9f27 --- /dev/null +++ b/.gitignore @@ -0,0 +1,42 @@ +.cursor/ +.cache_huggingface +# --- 核心语言与依赖 --- +__pycache__/ +*.py[cod] +.venv/ +venv/ +env/ +node_modules/ +client/src/node_modules/ +client/src/.cache-loader/ + +# --- 构建产物 --- +client/dist/ +build/ +dist/ +*.egg-info/ + +# --- 项目特定配置 --- +# 忽略所有数据，防止误传大文件 +data/* +# 白名单：只保留 GLTR 演示数据 +!data/demo/ +data/demo/* +!data/demo/public/ +data/demo/public/.deleted/ + +# 忽略临时笔记和 HuggingFace 缓存 +notes/* +user_dialog_history/* +.cache_huggingface/ +.env + +# --- 系统与 IDE --- +.DS_Store +.idea/ +.vscode/ +*.swp +*.log +.specstory +scripts/log.py +scripts/results/ diff --git a/Dockerfile b/Dockerfile new file mode 100644 index 0000000000000000000000000000000000000000..941f52ec554dd15609d8c82507d77c75006566ac --- /dev/null +++ b/Dockerfile @@ -0,0 +1,66 @@ +# syntax=docker/dockerfile:1 + +# ----------------------------------------------------------------------------- +# Frontend build stage (stable Node toolchain for webpack/TS) +# ----------------------------------------------------------------------------- +FROM node:20-bookworm-slim AS frontend +WORKDIR /app/client/src + +COPY client/src/package.json client/src/package-lock.json ./ +RUN npm ci + +COPY client/src/ ./ +# prebuild 需要读取的 JSON，否则 updateIntroHTML.js 会 ENOENT +COPY data/demo/public/ /app/data/demo/public/ +RUN npm run build + +# ----------------------------------------------------------------------------- +# Runtime stage (Hugging Face Spaces runs container as UID 1000) +# Reference: https://huggingface.co/docs/hub/spaces-sdks-docker +# ----------------------------------------------------------------------------- +FROM python:3.10-slim + +# System deps (git for Hugging Face Hub downloads, build-essential for triton/AWQ CUDA kernel compilation) +RUN apt-get update && apt-get install -y --no-install-recommends \ + git \ + build-essential \ + && rm -rf /var/lib/apt/lists/* + +# Create a non-root user with UID 1000 (mandatory in Spaces) +RUN useradd -m -u 1000 user +USER user + +# 只设置构建时需要的环境变量（pip install 需要这些路径） +ENV HOME=/home/user \ + PATH=/home/user/.local/bin:$PATH + +WORKDIR $HOME/app + +# Python deps (installed to user site-packages when system site is not writable) +COPY --chown=user:users requirements.txt ./ +RUN pip install --no-cache-dir --upgrade pip && \ + pip install --no-cache-dir -r requirements.txt + +# 运行时环境变量移到依赖安装之后（这些变量不影响依赖安装） +ENV PYTHONUNBUFFERED=1 + +# 启用 hf-transfer 加速下载 +ENV HF_HUB_ENABLE_HF_TRANSFER=1 + +# App source（仅复制运行时需要的路径） +COPY --chown=user:users *.py *.yaml ./ +COPY --chown=user:users backend/ ./backend/ +COPY --chown=user:users data/demo/public/ ./data/demo/public/ + +# Frontend build artifacts +COPY --chown=user:users --from=frontend /app/client/dist ./client/dist + +# ENV FORCE_INT8=1 + +EXPOSE 7860 +# 硬件的模型适配： +# 在CPU basic 上使用0.6b模型能达到及格的速度 +# 在CPU upgrade 上使用1.7b模型能达到及格的速度 +# 在本地M5 16G芯片上使用4b模型能达到及格的速度（瓶颈是内存大小）；M5 16G内存仅能同时支持一种分析模型（信息密度分析或语义分析） +CMD ["python", "run.py", "--no_auto_load", "--port", "7860", "--model", "qwen3-1.7b", "--semantic_model", "qwen3-1.7b-instruct"] +# CMD ["python", "run.py", "--no_auto_load", "--port", "7860", "--model", "qwen3-0.6b", "--semantic_model", "qwen3-0.6b-instruct"] diff --git a/LICENSE b/LICENSE new file mode 100644 index 0000000000000000000000000000000000000000..261eeb9e9f8b2b4b0d119366dda99c6fd7d35c64 --- /dev/null +++ b/LICENSE @@ -0,0 +1,201 @@ + Apache License + Version 2.0, January 2004 + http://www.apache.org/licenses/ + + TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION + + 1. 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We also recommend that a + file or class name and description of purpose be included on the + same "printed page" as the copyright notice for easier + identification within third-party archives. + + Copyright [yyyy] [name of copyright owner] + + Licensed under the Apache License, Version 2.0 (the "License"); + you may not use this file except in compliance with the License. + You may obtain a copy of the License at + + http://www.apache.org/licenses/LICENSE-2.0 + + Unless required by applicable law or agreed to in writing, software + distributed under the License is distributed on an "AS IS" BASIS, + WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + See the License for the specific language governing permissions and + limitations under the License. diff --git a/README.md b/README.md new file mode 100644 index 0000000000000000000000000000000000000000..df08782c6c096b1b89dd8035ac19dc926ee196e2 --- /dev/null +++ b/README.md @@ -0,0 +1,58 @@ +--- +title: Info Lens +emoji: 🔭 +colorFrom: blue +colorTo: red +sdk: docker +short_description: Explore the informational nature of LLMs and language. +tags: + - nlp + - text-analysis + - information + - visualization + - reading-tools +app_port: 7860 +pinned: false +license: apache-2.0 +--- + +# Info Lens + +**Info Lens** is a small toolbox for exploring the informational nature of LLMs and language. + +## Legacy name: InfoRadar + +InfoRadar is the former project and repo name. It still appears in parts of the codebase. + +## 📦 Quick Start + +### Using Docker (Recommended) + +This is the simplest way to run Info Lens: + +```bash +# 1. Build the image +docker build -t inforadar . + +# 2. Run the container (Map port to 7860) +docker run -p 7860:7860 inforadar +``` +Once running, visit `http://localhost:7860` in your browser. + +### Local Development + +**Backend Environment**: +```bash +pip install -r requirements.txt +python server.py +``` + +**Frontend Build**: +```bash +cd client/src && npm install && npm run build +``` + +## 📜 License + +Apache 2.0 + diff --git a/backend/__init__.py b/backend/__init__.py new file mode 100644 index 0000000000000000000000000000000000000000..8c804cc84a66da1a81985a09fcc7642429cda126 --- /dev/null +++ b/backend/__init__.py @@ -0,0 +1,18 @@ +from .class_register import REGISTERED_MODELS + +''' +Import all classes in this directory so that classes with +@register_model are registered. +''' + +from os.path import basename, dirname, join +from glob import glob +pwd = dirname(__file__) +for x in glob(join(pwd, '*.py')): + if not basename(x).startswith('__'): + __import__('backend.' + basename(x)[:-3], + globals(), locals()) + +__all__ = [ + 'REGISTERED_MODELS' +] diff --git a/backend/access_log.py b/backend/access_log.py new file mode 100644 index 0000000000000000000000000000000000000000..4396b5c460d5cc4a46dfb85aac8ffb23d758744e --- /dev/null +++ b/backend/access_log.py @@ -0,0 +1,233 @@ +"""服务访问日志""" +from datetime import datetime +from typing import Optional + +from flask import request +import threading + +# 全局请求计数器和锁 +_request_counter = 0 +_request_counter_lock = threading.Lock() + + +def _get_client_ip(): + """获取请求来源IP""" + try: + if request.headers.get('X-Forwarded-For'): + return request.headers.get('X-Forwarded-For').split(',')[0].strip() + elif request.headers.get('X-Real-IP'): + return request.headers.get('X-Real-IP') + else: + return request.remote_addr + except RuntimeError as e: + if "Working outside of request context" in str(e): + # 在没有请求上下文时返回本地地址 + return "unknown" + else: + raise + + +def get_client_ip(): + """获取客户端IP（供其他模块使用）""" + return _get_client_ip() + + +def _log_request(event_type: str, details: str = "", client_ip: str = None): + """打印服务请求日志""" + timestamp = datetime.now().strftime("%Y-%m-%d %H:%M:%S") + ip = client_ip if client_ip is not None else _get_client_ip() + + log_msg = f"[{timestamp}] {ip:15s} | {event_type}" + if details: + log_msg += f" | {details}" + + print(log_msg) + + +def log_page_load(path: str): + """记录页面访问（含 ?ref= 参数）""" + details = f"path='{path}'" + try: + ref = request.args.get("ref") + if ref: + details += f", ref='{ref}'" + except RuntimeError: + pass + _log_request("📄 页面访问", details) + + +def log_demo_file(path: str): + """记录demo文件请求""" + _log_request("🎯 demo文件", f"file='{path}'") + + +def log_analyze_request(text: str, stream_mode: bool = False, client_ip: str = None): + """ + 记录收到分析请求 + + Returns: + int: 请求ID + """ + global _request_counter + + # 生成请求ID + with _request_counter_lock: + _request_counter += 1 + request_id = _request_counter + + preview_length = 100 + text_preview = text[:preview_length] + '......' if text and len(text) > preview_length else (text if text else '') + char_count = len(text) if text else 0 + byte_count = len(text.encode('utf-8')) if text else 0 + mode_str = "(stream)" if stream_mode else "" + + details = f"req_id={request_id}, text='{text_preview}', chars={char_count}, bytes={byte_count}" + _log_request(f"📥 收到请求{mode_str}", details, client_ip) + + return request_id + + +def log_analyze_start(request_id: int, wait_time: float, stream_mode: bool = False): + """记录开始处理分析请求（内部事件）""" + from backend.app_context import get_verbose + if not get_verbose(): + return + mode_str = "(stream)" if stream_mode else "" + print(f"\t🔄 API analyze {mode_str} start: req_id={request_id}, wait_time={wait_time:.2f}s") + + +def log_fetch_url(url: str, char_count: int = None): + """记录URL抓取请求""" + details = f"url='{url}'" + if char_count is not None: + details += f", chars={char_count}" + _log_request("🌐 URL抓取", details) + + +def log_check_admin(success: bool, token: str = None): + """记录管理员权限检查""" + status = "成功" if success else "失败" + details = f"结果={status}" + if not success and token: + details += f", token='{token}'" + _log_request("🔐 管理员权限检查", details) + + +def log_analyze_semantic_start(request_id: int, wait_time: float, stream_mode: bool = False): + """记录开始处理 semantic 分析请求（内部事件）""" + from backend.app_context import get_verbose + if not get_verbose(): + return + mode_str = "(stream)" if stream_mode else "" + print(f"\t🔄 API analyze_semantic {mode_str} start: req_id={request_id}, wait_time={wait_time:.2f}s") + + +def log_analyze_semantic_request(query: str, text: str, client_ip: str = None): + """ + 记录收到 semantic 分析请求 + + Returns: + int: 请求ID + """ + global _request_counter + + with _request_counter_lock: + _request_counter += 1 + request_id = _request_counter + + preview = 50 + q_preview = query[:preview] + "..." if len(query) > preview else query + t_preview = text[:preview] + "..." if len(text) > preview else text + details = f"req_id={request_id}, query='{q_preview}', text='{t_preview}', chars={len(text)}" + _log_request("📥 semantic 分析请求", details, client_ip) + return request_id + + +def log_openai_completions_start(request_id: int, wait_time: float): + """记录开始处理 OpenAI completions 请求（内部事件）""" + from backend.app_context import get_verbose + if not get_verbose(): + return + print(f"\t🔄 API openai_completions start: req_id={request_id}, wait_time={wait_time:.2f}s") + + +def log_openai_completions_request( + model: str, prompt: str, client_ip: str = None, +): + """ + 记录收到 OpenAI completions 请求 + + Returns: + int: 请求ID + """ + global _request_counter + + with _request_counter_lock: + _request_counter += 1 + request_id = _request_counter + + preview = 50 + p_preview = prompt[:preview] + "..." if len(prompt) > preview else prompt + details = ( + f"req_id={request_id}, model='{model}', " + f"prompt='{p_preview}', chars={len(prompt)}" + ) + _log_request("📥 openai completions 请求", details, client_ip) + return request_id + + +def log_prediction_attribute_request( + context: str, + target_prediction: Optional[str], + model: str, + client_ip: str = None, +) -> int: + """ + 记录收到 prediction_attribute 请求。 + + Returns: + int: 请求 ID（与其它 API 的 req_id 同源递增） + """ + global _request_counter + + with _request_counter_lock: + _request_counter += 1 + request_id = _request_counter + + preview = 50 + c_preview = context[:preview] + "..." if len(context) > preview else context + if target_prediction is None: + t_preview = "" + else: + t_preview = ( + target_prediction[:preview] + "..." + if len(target_prediction) > preview + else target_prediction + ) + details = ( + f"req_id={request_id}, model={model!r}, context='{c_preview}', target='{t_preview}', " + f"context_chars={len(context)}" + ) + _log_request("📥 prediction_attribute 请求", details, client_ip) + return request_id + + +def log_openai_completions_prompt_request( + model: str, + user_prompt: str, + system: Optional[str] = None, + client_ip: str = None, +) -> None: + """记录 POST /v1/completions/prompt（仅拼装 chat template，不分配 req_id）。""" + preview = 50 + + def _pv(s: str) -> str: + return s[:preview] + "..." if len(s) > preview else s + + up = _pv(user_prompt) + if system is None: + details = f"model='{model}', user_prompt='{up}'" + else: + details = f"model='{model}', system='{_pv(system)}', user_prompt='{up}'" + _log_request("📥 openai completions/prompt 请求", details, client_ip) + diff --git a/backend/api/__init__.py b/backend/api/__init__.py new file mode 100644 index 0000000000000000000000000000000000000000..3f9d422728c85d5ae8fde1f2ff36ad140622fee3 --- /dev/null +++ b/backend/api/__init__.py @@ -0,0 +1,2 @@ +"""API 路由模块""" + diff --git a/backend/api/analyze.py b/backend/api/analyze.py new file mode 100644 index 0000000000000000000000000000000000000000..3fc463092bfd32e19b971966c472c9cf94f47571 --- /dev/null +++ b/backend/api/analyze.py @@ -0,0 +1,412 @@ +"""文本分析 API""" +import gc +import json +import time +import queue +import threading +from typing import Optional +from backend.schemas import create_empty_analysis_result +from backend.model_manager import project_registry, DEFAULT_MODEL, _inference_lock +from model_paths import resolve_hf_path +from backend.oom import exit_if_oom +from backend.api.sse_utils import ( + SSEProgressReporter, + consume_progress_queue, + send_result_event, + send_error_event, +) + + +# 自定义异常：排队超时 +class QueueTimeoutError(Exception): + """排队等待获取锁超时""" + pass + + +# 使用 model_manager 中的统一推理锁（与 analyze_semantic 共用） +# 单次分析的总处理时长限制（秒） +ANALYSIS_TIMEOUT = 60.0 +# 等待获取锁的最大时间（秒）- 如果排队时间过长，直接拒绝请求 +LOCK_WAIT_TIMEOUT = 10.0 + + +def _analyze_result_model_display(model: Optional[str]) -> Optional[str]: + """主分析 result.model：对外统一为 HuggingFace 仓库 id（与 model_paths.resolve_hf_path 一致）。""" + if not model or not str(model).strip(): + return None + return resolve_hf_path(str(model).strip()) + + +def _build_response(model: str, text: str, result): + """构建标准响应""" + # 将 model 添加到 result 中，并确保 model 在最前面 + if not isinstance(result, dict): + result = {} + result = result.copy() + # 如果 result 中已有 model，先移除 + if 'model' in result: + model_value = result.pop('model') + else: + model_value = model + # 重新构建 result，确保 model 在最前面 + result = {'model': _analyze_result_model_display(model_value), **result} + return { + "request": {'text': text}, + "result": result + } + + +def _error_response(model: str, text: str, message: str, status_code: int): + """构建错误响应（统一格式）""" + # 统一错误格式：包含 success=false 和 message + result = create_empty_analysis_result(message, _analyze_result_model_display(model)) + return { + "success": False, + "message": message, + "request": {'text': text or ''}, + "result": result + }, status_code + + +def _validate_and_prepare_request(analyze_request): + """ + 验证请求并准备参数 + + Returns: + (model, text, error_msg, status_code) 元组 + 如果验证失败，返回 (None, None, error_msg, status_code) + 如果成功，返回 (model, text, None, None) + """ + model = analyze_request.get('model') + text = analyze_request.get('text') + + if not text: + return None, None, "缺少分析文本，请提供 text 字段", 400 + + # 获取默认模型（使用模块级上下文以获取持久化的当前活动模型） + from backend.app_context import get_app_context + context = get_app_context(prefer_module_context=True) + default_model = context.model_name if context.model_name else DEFAULT_MODEL + + # 处理 default、None 或空字符串，使用默认模型 + if not model or model == 'default' or model == '': + model = default_model + else: + # 只允许使用默认模型，其他模型请求将被拒绝 + if model != default_model: + return None, None, f"当前仅支持默认模型 '{default_model}'，不允许使用其他模型", 400 + + return model, text, None, None + + +def _load_project_with_error_handling(model): + """ + 获取已加载的模型；若未加载则根据配置进行懒加载或返回错误。 + + Returns: + (project_obj, error_msg, status_code) 元组 + 如果成功，返回 (project_obj, None, None) + 如果失败，返回 (None, error_msg, status_code) + """ + # 检查模型是否在注册表中 + if not project_registry.is_available(model): + available_models = list(project_registry.available_model_names()) + error_msg = f"❌ 模型 '{model}' 未注册。可用模型: {available_models}" + print(error_msg) + return None, error_msg, 404 + + # 检查模型是否已加载 + p = project_registry.get(model) + if p is None: + from backend.app_context import get_app_context + from backend.model_manager import ensure_main_slot_ready + + context = get_app_context(prefer_module_context=True) + if context.model_loading: + error_msg = f"模型 '{model}' 正在后台加载中，请稍后重试" + print(f"⚠️ {error_msg}") + return None, error_msg, 503 + # 懒加载模式 (--no_auto_load)：首次请求仅初始化主槽位（权重 + QwenLM 项目） + if getattr(context.args, 'no_auto_load', False): + try: + ensure_main_slot_ready() + p = project_registry.get(model) + except Exception as e: # noqa: BLE001 + import traceback + print(f"⚠️ 模型懒加载失败: {e}") + traceback.print_exc() + return None, f"模型加载失败: {str(e)}", 500 + if p is None: + error_msg = f"模型 '{model}' 未加载，请联系管理员" + print(f"⚠️ {error_msg}") + return None, error_msg, 503 + return p, None, None + + +def _log_request(text, stream_mode=False, client_ip=None): + """ + 打印请求日志 + + Returns: + int: 请求ID + """ + from backend.access_log import log_analyze_request + return log_analyze_request(text, stream_mode, client_ip) + + +def _log_response(res, char_count, elapsed_time, stream_mode=False, request_id=None, wait_time=None): + """打印响应日志""" + tokens = len(res.get('bpe_strings', [])) + text_length = char_count + mode_str = "(stream)" if stream_mode else "" + + # 构建日志消息 + msg = f"\t📤 API analyze {mode_str} response:" + if request_id is not None: + msg += f" req_id={request_id}," + msg += f" tokens={tokens}, text_length={text_length}" + msg += f", response_time={elapsed_time:.4f}s" + + print(msg) + + +def _validate_and_fix_result(res): + """验证和修复结果结构""" + if not isinstance(res, dict): + res = {'bpe_strings': []} + if 'bpe_strings' not in res or not isinstance(res.get('bpe_strings'), list): + res['bpe_strings'] = res.get('bpe_strings', []) if isinstance(res.get('bpe_strings'), list) else [] + return res + + +def analyze(analyze_request): + """ + 分析文本 + + Args: + analyze_request: 分析请求字典，包含： + - model: 模型名称 + - text: 要分析的文本 + - stream: 可选，如果为 True 则返回 SSE 流式响应（带进度信息） + + Returns: + 如果 stream=True: SSE 响应对象 + 否则: (响应字典, 状态码) 元组 + """ + # 检查模型是否正在加载中（使用模块级上下文） + from backend.app_context import get_app_context + context = get_app_context(prefer_module_context=True) + if context.model_loading: + return _error_response('', '', '模型正在加载中，请稍后重试', 503) + + # 在请求上下文中获取 client_ip，流式响应时生成器内可能已失效 + from backend.access_log import get_client_ip + client_ip = get_client_ip() + + # 检查是否启用流式响应 + stream = analyze_request.get('stream', False) + if stream: + return _analyze_with_stream(analyze_request, client_ip) + return _analyze_plain(analyze_request, client_ip) + + +def _analyze_with_stream(analyze_request, client_ip): + """ + 流式分析文本，通过SSE返回进度和结果（内部函数） + + Args: + analyze_request: 分析请求字典，包含 model 和 text + client_ip: 客户端 IP，在入口处获取后传入 + + Returns: + SSE响应对象 + """ + reporter = SSEProgressReporter(lambda: _generate_analyze_events(analyze_request, client_ip)) + return reporter.create_response() + + +def _analyze_plain(analyze_request, client_ip): + """ + 非流式分析：封装流式实现，消费事件流后返回 JSON。 + 供脚本等简单客户端使用。 + """ + result = None + error_msg = None + status_code = 500 + try: + for event_str in _generate_analyze_events(analyze_request, client_ip): + if not event_str.startswith('data: '): + continue + data = json.loads(event_str[6:].strip()) + t = data.get('type') + if t == 'result': + result = data.get('data') + elif t == 'error': + error_msg = data.get('message', '分析失败') + status_code = data.get('status_code', 500) + break + except Exception as e: + import traceback + traceback.print_exc() + exit_if_oom(e, defer_seconds=1) + error_msg = f"分析失败: {str(e)}" + finally: + gc.collect() + + if error_msg: + model = analyze_request.get('model') or '' + text = analyze_request.get('text') or '' + return _error_response(model, text, error_msg, status_code) + if result is None: + return _error_response('', '', '分析失败：未获取到结果', 500) + return result, 200 + + +def _generate_analyze_events(analyze_request, client_ip): + """ + 流式分析核心：生成 SSE 事件流（progress + result/error）。 + 供 _analyze_with_stream 和 _analyze_plain 复用。 + client_ip 需在入口处获取并传入，因流式响应时生成器执行时请求上下文可能已失效。 + """ + # 再次检查模型加载状态（在生成器内部，使用模块级上下文） + from backend.app_context import get_app_context + context = get_app_context(prefer_module_context=True) + if context.model_loading: + yield send_error_event('模型正在加载中，请稍后重试', 503) + return + + start_time = time.perf_counter() + + # 验证和准备请求 + model, text, error_msg, status_code = _validate_and_prepare_request(analyze_request) + if error_msg: + yield send_error_event(error_msg, status_code or 400) + return + + # 加载模型 + p, error_msg, status_code = _load_project_with_error_handling(model) + if error_msg: + yield send_error_event(error_msg, status_code or 500) + return + + try: + char_count = len(text) if text else 0 + request_id = _log_request(text, stream_mode=True, client_ip=client_ip) + + # 创建线程安全的进度队列 + progress_queue = queue.Queue() + analysis_done = threading.Event() + analysis_result = None + analysis_error = None + lock_wait_time = None # 记录等待锁的时间 + + def progress_callback_func(step: int, total_steps: int, stage: str, percentage: Optional[int]): + """进度回调函数，将事件加入队列""" + progress_queue.put(('progress', step, total_steps, stage, percentage)) + + def run_analysis(): + """在单独线程中运行分析""" + nonlocal analysis_result, analysis_error, lock_wait_time + try: + # 记录开始等待锁的时间 + lock_wait_start = time.perf_counter() + + # 尝试获取锁，设置超时避免长时间排队 + lock_acquired = _inference_lock.acquire(timeout=LOCK_WAIT_TIMEOUT) + if not lock_acquired: + # 获取锁超时，说明前面有任务在执行且耗时较长 + analysis_error = QueueTimeoutError( + f"排队等待超过 {LOCK_WAIT_TIMEOUT} 秒，服务繁忙，请稍后重试" + ) + return + + # 记录等待时间 + lock_wait_time = time.perf_counter() - lock_wait_start + + try: + from backend.access_log import log_analyze_start + log_analyze_start(request_id, lock_wait_time, stream_mode=True) + + # 在持有锁的情况下执行分析 + # 注意：这里的执行时长也会受到 ANALYSIS_TIMEOUT 的监控（在外层循环中） + res = p.lm.analyze_text(text, progress_callback=progress_callback_func) + analysis_result = res + finally: + # 确保锁一定会被释放 + _inference_lock.release() + except Exception as e: + analysis_error = e + finally: + analysis_done.set() + progress_queue.put(('done', None, None)) # 发送完成信号 + + # 启动分析线程 + analysis_thread = threading.Thread(target=run_analysis, daemon=True) + analysis_thread.start() + + # 实时发送进度事件，并检查超时 + timeout_reached = False + for kind, event_str in consume_progress_queue( + progress_queue, analysis_done, start_time, ANALYSIS_TIMEOUT, "分析" + ): + if kind == 'timeout': + timeout_reached = True + yield event_str + break + if kind == 'progress': + yield event_str + elif kind == 'done': + break + + # 如果超时，不等待分析完成，直接返回 + if timeout_reached: + gc.collect() + return + + # 检查是否有错误 + # 注意：此时已收到 'done' 信号，分析线程已完成其工作（或发生错误） + # 线程是 daemon 的，会自动清理，无需显式等待 + if analysis_error: + # 排队超时：返回友好的错误消息 + if isinstance(analysis_error, QueueTimeoutError): + print(f"⏱️ 排队超时: {analysis_error}") + yield send_error_event(str(analysis_error), 503) + gc.collect() + return + # 其他错误：抛出异常，由外层的 try-except 处理 + raise analysis_error + + # 检查结果是否为空（理论上不应该发生，因为要么有结果，要么有错误） + if analysis_result is None: + print("⚠️ 分析结果为空，但没有错误信息") + yield send_error_event("分析失败：未获取到结果", 500) + gc.collect() + return + + res = analysis_result + + elapsed_time = time.perf_counter() - start_time + _log_response(res, char_count, elapsed_time, stream_mode=True, + request_id=request_id, wait_time=lock_wait_time) + + # 验证和修复结果 + res = _validate_and_fix_result(res) + + # 构建最终响应 + final_response = _build_response(model, text, res) + + # 发送最终结果 + yield send_result_event(final_response) + + # 强制垃圾回收以释放内存 + gc.collect() + + except Exception as e: + import traceback + traceback.print_exc() + exit_if_oom(e, defer_seconds=1) + yield send_error_event(str(e), 500) + # 即使出错也进行垃圾回收 + gc.collect() + + diff --git a/backend/api/analyze_semantic.py b/backend/api/analyze_semantic.py new file mode 100644 index 0000000000000000000000000000000000000000..59320fe29fd7a4790982bef16453b1b824271f8c --- /dev/null +++ b/backend/api/analyze_semantic.py @@ -0,0 +1,212 @@ +"""Semantic analysis API：返回原文各 token 对 prompt 的平均关注度""" +import gc +import json +import queue +import threading +import time +from typing import Optional + +from backend.model_manager import _inference_lock +from backend.oom import exit_if_oom +from backend.semantic_analyzer import analyze_semantic as _analyze_semantic +from backend.api.sse_utils import ( + SSEProgressReporter, + consume_progress_queue, + send_result_event, + send_error_event, +) +from backend.access_log import get_client_ip +from backend.api.analyze import QueueTimeoutError, ANALYSIS_TIMEOUT, LOCK_WAIT_TIMEOUT + + +def _log_request(query, text, client_ip=None): + from backend.access_log import log_analyze_semantic_request + return log_analyze_semantic_request(query, text, client_ip) + + +def _build_success_response(result, debug_info: bool = False): + """构建成功响应。debug_info=True 时包含 debug_info 对象（abbrev、topk_tokens、topk_probs）""" + resp = { + "success": True, + "model": result["model"], + "token_attention": result["token_attention"], + "full_match_degree": result["full_match_degree"], + } + if debug_info and "debug_info" in result: + resp["debug_info"] = result["debug_info"] + return resp + + +def _generate_semantic_events( + query: str, text: str, submode: Optional[str] = None, debug_info: bool = False, + full_match_degree_only: bool = False, client_ip: Optional[str] = None +): + """ + 流式语义分析核心：生成 SSE 事件流（progress + result/error）。 + 供 _analyze_semantic_with_stream 和 _analyze_semantic_plain 复用。 + client_ip 需在入口处获取并传入，因流式响应时生成器执行时请求上下文已失效。 + """ + if client_ip is None: + client_ip = get_client_ip() + start_time = time.perf_counter() + request_id = _log_request(query, text, client_ip) + + progress_queue = queue.Queue() + analysis_done = threading.Event() + analysis_result = None + analysis_error = None + lock_wait_time = None + + def progress_callback(step: int, total_steps: int, stage: str, percentage: Optional[int]): + progress_queue.put(("progress", step, total_steps, stage, percentage)) + + def run_analysis(): + nonlocal analysis_result, analysis_error, lock_wait_time + try: + lock_wait_start = time.perf_counter() + lock_acquired = _inference_lock.acquire(timeout=LOCK_WAIT_TIMEOUT) + if not lock_acquired: + analysis_error = QueueTimeoutError( + f"排队等待超过 {LOCK_WAIT_TIMEOUT} 秒，服务繁忙，请稍后重试" + ) + return + lock_wait_time = time.perf_counter() - lock_wait_start + + try: + from backend.access_log import log_analyze_semantic_start + log_analyze_semantic_start(request_id, lock_wait_time, stream_mode=True) + result = _analyze_semantic(query, text, submode_override=submode, progress_callback=progress_callback, debug_info=debug_info, full_match_degree_only=full_match_degree_only) + analysis_result = result + finally: + _inference_lock.release() + except Exception as e: + analysis_error = e + finally: + analysis_done.set() + progress_queue.put(("done", None, None)) + + try: + analysis_thread = threading.Thread(target=run_analysis, daemon=True) + analysis_thread.start() + + timeout_reached = False + for kind, event_str in consume_progress_queue( + progress_queue, analysis_done, start_time, ANALYSIS_TIMEOUT, "语义分析" + ): + if kind == 'timeout': + timeout_reached = True + yield event_str + break + if kind == 'progress': + yield event_str + elif kind == 'done': + break + + if timeout_reached: + gc.collect() + return + + if analysis_error: + if isinstance(analysis_error, QueueTimeoutError): + print(f"⏱️ 排队超时: {analysis_error}") + yield send_error_event(str(analysis_error), 503) + gc.collect() + return + raise analysis_error + + if analysis_result is None: + print("⚠️ 语义分析结果为空，但没有错误信息") + yield send_error_event("分析失败：未获取到结果", 500) + gc.collect() + return + + elapsed = time.perf_counter() - start_time + tokens = len(analysis_result.get("token_attention", [])) + print( + f"\t📤 API analyze_semantic (stream) response: req_id={request_id}, " + f"tokens={tokens}, response_time={elapsed:.4f}s" + ) + yield send_result_event(_build_success_response(analysis_result, debug_info)) + except Exception as e: + import traceback + traceback.print_exc() + exit_if_oom(e, defer_seconds=1) + yield send_error_event(str(e), 500) + finally: + gc.collect() + + +def _analyze_semantic_with_stream( + query: str, text: str, submode: Optional[str] = None, debug_info: bool = False, + full_match_degree_only: bool = False, client_ip: Optional[str] = None +): + """流式语义分析，通过 SSE 返回阶段级进度""" + return SSEProgressReporter( + lambda: _generate_semantic_events(query, text, submode, debug_info, full_match_degree_only, client_ip) + ).create_response() + + +def _analyze_semantic_plain( + query: str, text: str, submode: Optional[str] = None, debug_info: bool = False, + full_match_degree_only: bool = False, client_ip: Optional[str] = None +): + """ + 非流式语义分析：封装流式实现，消费事件流后返回 JSON。 + 供脚本等简单客户端使用。 + """ + result = None + error_msg = None + status_code = 500 + try: + for event_str in _generate_semantic_events(query, text, submode, debug_info, full_match_degree_only, client_ip): + if not event_str.startswith('data: '): + continue + data = json.loads(event_str[6:].strip()) + t = data.get('type') + if t == 'result': + result = data.get('data') + elif t == 'error': + error_msg = data.get('message', '分析失败') + status_code = data.get('status_code', 500) + break + except Exception as e: + import traceback + traceback.print_exc() + exit_if_oom(e, defer_seconds=1) + error_msg = str(e) + finally: + gc.collect() + + if error_msg: + return {"success": False, "message": error_msg}, status_code + if result is None: + return {"success": False, "message": "分析失败：未获取到结果"}, 500 + return result, 200 + + +def analyze_semantic(semantic_request): + """ + 分析原文 token 对 prompt 的关注度。 + + Args: + semantic_request: 包含 query、text、stream（可选）、submode（可选）的字典 + + Returns: + stream=True 时返回 SSE 响应；否则返回 (响应字典, 状态码) 元组 + """ + query = (semantic_request.get("query") or "") + text = semantic_request.get("text") or "" + stream = semantic_request.get("stream", False) + submode = (semantic_request.get("submode") or "").strip() or None + debug_info = bool(semantic_request.get("debug_info", False)) + full_match_degree_only = bool(semantic_request.get("full_match_degree_only", False)) + + if not query: + return {"success": False, "message": "缺少 query 字段"}, 400 + if not text: + return {"success": False, "message": "缺少 text 字段"}, 400 + + client_ip = get_client_ip() + if stream: + return _analyze_semantic_with_stream(query, text, submode, debug_info, full_match_degree_only, client_ip) + return _analyze_semantic_plain(query, text, submode, debug_info, full_match_degree_only, client_ip) diff --git a/backend/api/demo.py b/backend/api/demo.py new file mode 100644 index 0000000000000000000000000000000000000000..4cbf4a6e8145f818e37df126d0fc3a137cd412f1 --- /dev/null +++ b/backend/api/demo.py @@ -0,0 +1,183 @@ +"""Demo 文件管理 API""" +from backend.data_utils import save_demo_payload +from backend.demo_folder import ( + list_demo_items, + move_demo_file, + rename_demo_file, + delete_demo_file, + move_folder, +) +from backend.api.utils import ( + get_demo_directory, + handle_api_error, + handle_api_success, + require_admin, + validate_admin_token, +) +from backend.access_log import log_check_admin + + +def list_demos(path: str = ""): + """ + 扫描demo目录下的文件夹和文件，返回列表 + 支持指定路径参数，返回指定路径下的内容 + 文件名（去掉.json后缀）作为demo名称 + 支持中文文件名和路径 + 从data/demo目录读取（更专业的数据目录结构） + + Args: + path: 可选，指定要列出的路径，默认为根目录（空字符串） + """ + demo_dir = get_demo_directory(create=False) + try: + result = list_demo_items(demo_dir, path) + # if not result.get("items"): + # print(f"⚠️ 路径 '{path}' 下没有内容: {demo_dir}") + # else: + # items_count = len(result["items"]) + # folders_count = sum(1 for item in result["items"] if item["type"] == "folder") + # files_count = sum(1 for item in result["items"] if item["type"] == "file") + # print(f"✓ 路径 '{path}': {folders_count} 个文件夹, {files_count} 个文件 (共 {items_count} 项)") + return result + except Exception as e: + error_result = handle_api_error("Failed to scan demo directory", e) + return {"path": path, "items": []} + + +@require_admin +def save_demo(save_request): + """ + 保存demo文件到data/demo目录 + 请求格式: { name: string, data: AnalyzeResponse, path?: string, overwrite?: boolean } + path: 可选，保存路径，默认为根目录（"/"） + overwrite: 可选，是否覆盖已存在的文件，默认为False + """ + name = save_request.get('name') + data = save_request.get('data') + path = save_request.get('path', '/') # 默认为根目录 + overwrite = save_request.get('overwrite', False) # 默认为False + + if not name or not data: + return { + 'success': False, + 'message': 'Missing required parameters: name or data' + } + + try: + demo_dir = get_demo_directory(create=True) + result = save_demo_payload(demo_dir, name, data, path, overwrite) + if result.get('success'): + print(f"✓ Demo已保存: {demo_dir / result['file']}") + else: + print(f"❌ Save failed: {result.get('message')}") + return result + except Exception as e: + return handle_api_error('Save failed', e) + + +@require_admin +def delete_demo(delete_request): + """ + 将demo文件移动到deleted文件夹（软删除） + 请求格式: { file: string } # 文件名（包含.json后缀） + """ + file = delete_request.get('file') + + if not file: + return { + 'success': False, + 'message': 'Missing required parameter: file' + } + + try: + demo_dir = get_demo_directory(create=False) + result = delete_demo_file(demo_dir, file) + return handle_api_success(result) + except Exception as e: + return handle_api_error('Delete failed', e) + + +@require_admin +def move_demo(move_request): + """ + 移动demo文件或文件夹 + 请求格式: { file: string, target_path: string } 或 { path: string, target_path: string } + """ + file = move_request.get('file') + path = move_request.get('path') + target_path = move_request.get('target_path', '') + + if not target_path and target_path != '': + return { + 'success': False, + 'message': 'Missing required parameter: target_path' + } + + if not file and not path: + return { + 'success': False, + 'message': 'Missing required parameter: file or path' + } + + try: + demo_dir = get_demo_directory(create=False) + + if file: + # 移动文件 + result = move_demo_file(demo_dir, file, target_path) + else: + # 移动文件夹 + result = move_folder(demo_dir, path, target_path) + + return handle_api_success(result) + except Exception as e: + return handle_api_error('Move failed', e) + + +@require_admin +def rename_demo(rename_request): + """ + 重命名demo文件 + 请求格式: { file: string, new_name: string } + """ + file = rename_request.get('file') + new_name = rename_request.get('new_name') + + if not file or not new_name: + return { + 'success': False, + 'message': 'Missing required parameter: file or new_name' + } + + try: + demo_dir = get_demo_directory(create=False) + result = rename_demo_file(demo_dir, file, new_name) + return handle_api_success(result) + except Exception as e: + return handle_api_error('Rename failed', e) + + +def check_admin(check_request): + """ + 检查管理员token是否有效 + 请求格式: { token: string } + """ + from flask import request + + # 从请求体或请求头获取token + request_token = check_request.get('token') or request.headers.get('X-Admin-Token') + + # 验证token + is_valid, error_message = validate_admin_token(request_token) + + # 记录管理员权限检查 + log_check_admin(is_valid, token=request_token) + + if is_valid: + return {'success': True} + else: + return { + 'success': False, + 'message': error_message + } + diff --git a/backend/api/fetch_url.py b/backend/api/fetch_url.py new file mode 100644 index 0000000000000000000000000000000000000000..658d68b4039b338d84b2ae24ea51d2f6ec8fe2a7 --- /dev/null +++ b/backend/api/fetch_url.py @@ -0,0 +1,221 @@ +"""URL 文本提取 API""" +import json +import re +from urllib.parse import urlparse +import trafilatura +import requests +from backend.api.utils import handle_api_error + +# 单次提取的最大字符数上限（防止异常大页面影响性能） +MAX_EXTRACTED_TEXT_LENGTH = 20000 + + +def _is_valid_url(url: str) -> bool: + """验证 URL 格式""" + try: + result = urlparse(url) + return all([result.scheme in ['http', 'https'], result.netloc]) + except Exception: + return False + + +def _is_local_or_private(url: str) -> bool: + """检查是否为本地或私有网络地址（防止 SSRF 攻击）""" + try: + parsed = urlparse(url) + hostname = parsed.hostname + + if not hostname: + return True + + # 检查是否为 localhost + if hostname in ['localhost', '127.0.0.1', '::1']: + return True + + # 检查是否为私有 IP 地址 + private_patterns = [ + r'^10\.', # 10.0.0.0/8 + r'^172\.(1[6-9]|2[0-9]|3[0-1])\.', # 172.16.0.0/12 + r'^192\.168\.', # 192.168.0.0/16 + r'^169\.254\.', # 169.254.0.0/16 (link-local) + ] + + for pattern in private_patterns: + if re.match(pattern, hostname): + return True + + return False + except Exception: + return True # 解析失败时保守处理，拒绝访问 + + +def _format_article_text(metadata: dict) -> str: + """ + 将元数据和正文格式化为类似网页显示的纯文本 + + Args: + metadata: trafilatura 提取的 JSON 数据（已解析为字典） + + Returns: + 格式化后的文章文本 + """ + lines = [] + + # 标题 + if metadata.get('title'): + lines.append(metadata['title']) + lines.append('') + + # 元数据信息（无标签，直接显示内容） + meta_parts = [] + if metadata.get('author'): + meta_parts.append(metadata['author']) + if metadata.get('date'): + meta_parts.append(metadata['date']) + # if metadata.get('hostname'): + # meta_parts.append(metadata['hostname']) + if metadata.get('source-hostname'): + meta_parts.append(metadata['source-hostname']) + # if metadata.get('filedate'): + # meta_parts.append(metadata['filedate']) + + if meta_parts: + lines.append(' | '.join(meta_parts)) + lines.append('') + + # 正文 + if metadata.get('text'): + lines.append(metadata['text']) + + return '\n'.join(lines) + + +def fetch_url(fetch_request): + """ + 从 URL 提取文本内容 + + Args: + fetch_request: 包含 url 字段的字典 + + Returns: + (响应字典, 状态码) 元组 + """ + url = fetch_request.get('url', '').strip() + + # 验证 URL + if not url: + return { + 'success': False, + 'message': '缺少 URL 参数，请提供 url 字段' + }, 400 + + if not _is_valid_url(url): + return { + 'success': False, + 'message': f'无效的 URL 格式: {url}' + }, 400 + + # 安全检查：防止 SSRF 攻击 + if _is_local_or_private(url): + return { + 'success': False, + 'message': '不允许访问本地或私有网络地址' + }, 400 + + # 提取文本和元数据 + try: + from backend.access_log import log_fetch_url + log_fetch_url(url) + + # 使用 requests 下载网页，设置浏览器 User-Agent 和请求头 + headers = { + 'User-Agent': 'Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/120.0.0.0 Safari/537.36', + 'Accept': 'text/html,application/xhtml+xml,application/xml;q=0.9,image/webp,*/*;q=0.8', + 'Accept-Language': 'zh-CN,zh;q=0.9,en;q=0.8', + 'Accept-Encoding': 'gzip, deflate, br', + 'Connection': 'keep-alive', + 'Upgrade-Insecure-Requests': '1', + } + + # 下载网页内容（设置超时和请求头） + response = requests.get(url, headers=headers, timeout=10, allow_redirects=True) + response.raise_for_status() + + # 检查响应内容类型 + content_type = response.headers.get('Content-Type', '').lower() + if 'text/html' not in content_type and 'text/xml' not in content_type: + return { + 'success': False, + 'message': f'不支持的内容类型: {content_type}，仅支持 HTML/XML 页面' + }, 400 + + # 使用 trafilatura 提取结构化数据（包含元数据和正文） + result_json = trafilatura.extract( + response.text, + url=url, + with_metadata=True, + output_format='json' + ) + + if not result_json: + print("⚠️ 无法提取页面内容") + return { + 'success': False, + 'message': '无法从网页中提取文本内容，可能不是文章页面或页面需要验证' + }, 400 + + # 解析 JSON 数据 + metadata = json.loads(result_json) + + # 检查是否有正文内容 + if not metadata.get('text') or not metadata['text'].strip(): + print("⚠️ 提取到元数据但无正文内容") + print("元数据:", json.dumps(metadata, ensure_ascii=False, indent=2)) + return { + 'success': False, + 'message': '无法从网页中提取正文内容' + }, 400 + + # 格式化文本（元数据 + 正文） + formatted_text = _format_article_text(metadata) + original_char_count = len(formatted_text) + + # 构建返回消息（如果截断了，添加提示） + message = None + # 检查并截断超长文本 + if original_char_count > MAX_EXTRACTED_TEXT_LENGTH: + formatted_text = formatted_text[:MAX_EXTRACTED_TEXT_LENGTH] + message = f'内容较长，已截断为前 {MAX_EXTRACTED_TEXT_LENGTH} 字符（原始长度: {original_char_count} 字符）' + + char_count = len(formatted_text) + + # 打印提取结果 + # print(formatted_text.split('\n')[:4]) + # print(f"✓ 提取成功: {char_count} 字符" + (f" (截断前: {original_char_count} 字符)" if original_char_count > char_count else "")) + # 打印除正文外的metadata内容 + metadata_less = metadata.copy() + metadata_less['raw_text'] = '' + metadata_less['text'] = '' + # print(json.dumps(metadata_less, ensure_ascii=False, indent=2)) + + return { + 'success': True, + 'text': formatted_text, + 'url': url, + 'char_count': char_count, + 'message': message + }, 200 + + except requests.exceptions.Timeout: + return { + 'success': False, + 'message': '请求超时，请检查网络连接或稍后重试' + }, 400 + except requests.exceptions.RequestException as e: + return { + 'success': False, + 'message': f'无法访问 URL: {str(e)}' + }, 400 + except Exception as e: # noqa: BLE001 + error_response = handle_api_error('URL 文本提取失败', e) + return error_response, 500 diff --git a/backend/api/folder.py b/backend/api/folder.py new file mode 100644 index 0000000000000000000000000000000000000000..19149998a97740aded36fd5b72a187dbcb5fe581 --- /dev/null +++ b/backend/api/folder.py @@ -0,0 +1,102 @@ +"""文件夹管理 API""" +from backend.demo_folder import ( + get_all_folders, + move_folder, + rename_folder, + delete_folder, + create_folder, +) +from backend.api.utils import ( + get_demo_directory, + handle_api_error, + handle_api_success, + require_admin, +) + + +def _move_folder_internal(demo_dir, path, target_path): + """内部函数：移动文件夹""" + return move_folder(demo_dir, path, target_path) + + +@require_admin +def rename_folder_api(rename_request): + """ + 重命名文件夹 + 请求格式: { path: string, new_name: string } + """ + path = rename_request.get('path') + new_name = rename_request.get('new_name') + + if not path or not new_name: + return { + 'success': False, + 'message': 'Missing required parameter: path or new_name' + } + + try: + demo_dir = get_demo_directory(create=False) + result = rename_folder(demo_dir, path, new_name) + return handle_api_success(result) + except Exception as e: + return handle_api_error('Rename failed', e) + + +@require_admin +def delete_folder_api(delete_request): + """ + 删除文件夹（移动到.deleted目录） + 请求格式: { path: string } + """ + path = delete_request.get('path') + + if not path: + return { + 'success': False, + 'message': 'Missing required parameter: path' + } + + try: + demo_dir = get_demo_directory(create=False) + result = delete_folder(demo_dir, path) + return handle_api_success(result) + except Exception as e: + return handle_api_error('Delete failed', e) + + +def list_all_folders(): + """ + 获取所有文件夹列表（用于移动操作的选择器） + 返回格式: { folders: string[] } + """ + try: + demo_dir = get_demo_directory(create=False) + folders = get_all_folders(demo_dir) + return {'folders': folders} + except Exception as e: + handle_api_error("Failed to get folder list", e) + return {'folders': []} + + +@require_admin +def create_folder_api(create_request): + """ + 创建新文件夹 + 请求格式: { parent_path: string, folder_name: string } + """ + parent_path = create_request.get('parent_path', '/') + folder_name = create_request.get('folder_name') + + if not folder_name: + return { + 'success': False, + 'message': 'Missing required parameter: folder_name' + } + + try: + demo_dir = get_demo_directory(create=False) + result = create_folder(demo_dir, parent_path, folder_name) + return handle_api_success(result) + except Exception as e: + return handle_api_error('Create failed', e) + diff --git a/backend/api/model_switch.py b/backend/api/model_switch.py new file mode 100644 index 0000000000000000000000000000000000000000..750cf9d41263e3a9805ebe45673e90b48f8315f1 --- /dev/null +++ b/backend/api/model_switch.py @@ -0,0 +1,229 @@ +"""模型切换 API""" +import gc +import os +from typing import Optional + +import torch +from backend import REGISTERED_MODELS +from backend.model_manager import project_registry +from backend.app_context import get_app_context +from backend.api.utils import require_admin + + +def get_available_models(): + """获取所有可用的模型列表""" + return { + 'success': True, + 'models': list(REGISTERED_MODELS.keys()) + }, 200 + + +def _get_device_type() -> str: + """获取当前设备类型""" + if torch.cuda.is_available(): + return "cuda" + elif hasattr(torch.backends, 'mps') and torch.backends.mps.is_available(): + return "mps" + else: + return "cpu" + + +def _restore_env_vars(old_force_int8: Optional[str], old_force_bfloat16: Optional[str]) -> None: + """恢复环境变量配置""" + if old_force_int8 is not None: + os.environ['FORCE_INT8'] = old_force_int8 + else: + os.environ.pop('FORCE_INT8', None) + + if old_force_bfloat16 is not None: + os.environ['CPU_FORCE_BFLOAT16'] = old_force_bfloat16 + else: + os.environ.pop('CPU_FORCE_BFLOAT16', None) + + +def get_current_model(): + """获取当前使用的模型及量化配置""" + # 使用模块级上下文以获取持久化的模型状态 + context = get_app_context(prefer_module_context=True) + device_type = _get_device_type() + + return { + 'success': True, + 'model': context.model_name, + 'loading': context.model_loading, + 'device_type': device_type, + 'use_int8': os.environ.get('FORCE_INT8') == '1', + 'use_bfloat16': os.environ.get('CPU_FORCE_BFLOAT16') == '1' + }, 200 + + +@require_admin +def switch_model(switch_request): + """ + 切换模型（需要管理员权限） + + Args: + switch_request: 切换请求字典，包含： + - model: 目标模型名称 + - use_int8: 是否使用 INT8 量化（可选） + - use_bfloat16: 是否使用 bfloat16（可选，仅CPU） + + Returns: + (响应字典, 状态码) 元组 + """ + if False: # 原在线切换逻辑保留，不执行；恢复时请删除此守卫并测试 + target_model = switch_request.get('model') + use_int8 = switch_request.get('use_int8', False) + use_bfloat16 = switch_request.get('use_bfloat16', False) + + # 验证请求 + if not target_model: + return { + 'success': False, + 'message': 'Missing model parameter' + }, 400 + + # 检查模型是否可用 + if target_model not in REGISTERED_MODELS: + available_models = list(REGISTERED_MODELS.keys()) + return { + 'success': False, + 'message': f'Model {target_model} does not exist. Available models: {", ".join(available_models)}' + }, 404 + + # 获取设备类型 + device_type = _get_device_type() + + # 验证量化参数与设备兼容性 + if use_int8 and device_type == "mps": + return { + 'success': False, + 'message': 'INT8 quantization is not supported on MPS device' + }, 400 + + if use_bfloat16 and device_type != "cpu": + return { + 'success': False, + 'message': 'bfloat16 quantization is only supported on CPU device' + }, 400 + + if use_int8 and use_bfloat16: + return { + 'success': False, + 'message': 'Cannot enable both INT8 and bfloat16 quantization' + }, 400 + + # 使用模块级上下文以确保状态修改持久化（不会被后续请求重置） + context = get_app_context(prefer_module_context=True) + current_model = context.model_name + + # 保存当前环境变量配置（用于回滚） + old_force_int8 = os.environ.get('FORCE_INT8') + old_force_bfloat16 = os.environ.get('CPU_FORCE_BFLOAT16') + + # 检查是否已经是目标模型且量化配置相同 + current_int8 = os.environ.get('FORCE_INT8') == '1' + current_bfloat16 = os.environ.get('CPU_FORCE_BFLOAT16') == '1' + + if (current_model == target_model and + current_int8 == use_int8 and + current_bfloat16 == use_bfloat16): + return { + 'success': True, + 'message': f'Already using model {target_model} (same quantization configuration)', + 'model': target_model + }, 200 + + # 检查模型是否正在加载中（初始加载或切换） + if context.model_loading: + return { + 'success': False, + 'message': 'Model is currently loading, please try again later' + }, 503 + + try: + # 标记开始加载 + context.set_model_loading(True) + print(f"🔄 开始切换模型: {current_model} -> {target_model}") + + # 设置新的量化环境变量 + if use_int8: + os.environ['FORCE_INT8'] = '1' + print(" 设置量化: INT8") + else: + os.environ.pop('FORCE_INT8', None) + + if use_bfloat16: + os.environ['CPU_FORCE_BFLOAT16'] = '1' + print(" 设置量化: bfloat16") + else: + os.environ.pop('CPU_FORCE_BFLOAT16', None) + + # 卸载旧模型 + if current_model and current_model in project_registry: + print(f" 卸载旧模型: {current_model}") + project_registry.unload(current_model) + gc.collect() + if device_type == "cuda": + torch.cuda.empty_cache() + elif device_type == "mps": + torch.mps.empty_cache() + + # 加载新模型 + print(f" 加载新模型: {target_model}") + project_registry.ensure_loaded(target_model) + + # 更新当前模型 + context.set_current_model(target_model) + + print(f"✅ 模型切换成功: {target_model}") + + return { + 'success': True, + 'message': f'Model switched to {target_model}', + 'model': target_model + }, 200 + + except KeyError: + # 模型不存在（虽然前面已经检查过，但以防万一） + print(f"❌ 模型切换失败: 模型 {target_model} 未注册") + # 回滚：恢复旧模型名称和环境变量 + context.set_current_model(current_model) + _restore_env_vars(old_force_int8, old_force_bfloat16) + return { + 'success': False, + 'message': f'Model {target_model} is not registered' + }, 404 + + except Exception as e: + # 加载失败，尝试回滚 + print(f"❌ 模型切换失败: {e}") + print(f" 尝试回滚到旧模型: {current_model}") + + try: + # 回滚：恢复环境变量和重新加载旧模型 + _restore_env_vars(old_force_int8, old_force_bfloat16) + if current_model: + project_registry.ensure_loaded(current_model) + context.set_current_model(current_model) + print(f"✅ 已回滚到旧模型: {current_model}") + except Exception as rollback_error: + print(f"⚠️ 回滚失败: {rollback_error}") + + return { + 'success': False, + 'message': f'Model switch failed: {str(e)}' + }, 500 + + finally: + # 无论成功还是失败，都要清除加载标志 + context.set_model_loading(False) + gc.collect() + + return ( + { + 'success': False, + 'message': '在线模型切换已禁用，请通过命令行 --model / --semantic_model 指定后重启服务', + }, + 501, + ) diff --git a/backend/api/openai_completions.py b/backend/api/openai_completions.py new file mode 100644 index 0000000000000000000000000000000000000000..181250c290826bb3ddee5d2fecd121c53e9e50d4 --- /dev/null +++ b/backend/api/openai_completions.py @@ -0,0 +1,379 @@ +"""OpenAI 兼容 /v1/completions：语义分析同款模型续写，其余响应字段固定。""" + +import gc +import queue +import threading +import time +import traceback +from typing import Any, Callable, Dict, List, Optional, Tuple + +from backend.model_manager import _inference_lock, get_semantic_model_display_name +from backend.oom import exit_if_oom, is_oom_error +from backend.completion_generator import ( + PromptTooLongError, + apply_chat_template_for_completion, + completion_cancel_requested, + generate_completion_text, + global_completion_stop_event, + inference_shutdown_event, +) +from backend.api.analyze import LOCK_WAIT_TIMEOUT, QueueTimeoutError +from backend.api.sse_utils import ( + SSEProgressReporter, + send_completion_delta_event, + send_error_event, + send_result_event, +) +from backend.access_log import get_client_ip + +# 单次续写 SSE：从进入流式生成器起算的墙钟上限（含排队等推理锁 + 生成）。 +COMPLETION_WALL_CLOCK_TIMEOUT_SEC = 300.0 + + +def _log_cmpl_issue(request_id: int, msg: str) -> None: + """续写非正常结束时一行说明（与成功时的 ``_log_completion_finished`` 二选一）。""" + print(f"\t⚠️ openai_completions req_id={request_id}: {msg}") + + +def _log_request(model: str, prompt: str, client_ip=None): + from backend.access_log import log_openai_completions_request + return log_openai_completions_request(model, prompt, client_ip) + + +def _build_response( + completion_text: str, + finish_reason: str, + prompt_tokens: int, + completion_tokens: int, + bpe_strings: List[Dict[str, Any]], +): + """OpenAICompletionsResponse：choices + usage；info_radar 为续写 token 级数据。""" + total = prompt_tokens + completion_tokens + return { + "id": "cmpl-stub-info-radar", + "object": "text_completion", + "created": int(time.time()), + "model": get_semantic_model_display_name(), + "choices": [ + { + "text": completion_text, + "index": 0, + "finish_reason": finish_reason, + } + ], + "usage": { + "prompt_tokens": prompt_tokens, + "completion_tokens": completion_tokens, + "total_tokens": total, + }, + "info_radar": { + "bpe_strings": bpe_strings, + }, + } + + +# 与 generate_completion_text 返回一致（末项 TTFT 秒；未生成时为 None） +CompletionRunResult = Tuple[str, str, int, int, List[Dict[str, Any]], Optional[float]] + + +def _completion_inference_after_lock( + prompt: str, + request_id: int, + lock_wait_time: float, + *, + stream_delta: Optional[Callable[[str, bool], None]] = None, + max_tokens: Optional[int] = None, +) -> CompletionRunResult: + """ + 在已持有推理锁的上下文中执行续写（旧版非流式路径的持锁体内逻辑）。 + 流式可传 stream_delta；中止由 ``completion_cancel_requested()`` 统一判断。 + """ + from backend.access_log import log_openai_completions_start + + log_openai_completions_start(request_id, lock_wait_time) + return generate_completion_text(prompt, stream_delta=stream_delta, max_tokens=max_tokens) + + +def _log_completion_finished( + request_id: int, + prompt_tokens: int, + completion_tokens: int, + elapsed: float, + ttft_s: Optional[float], +) -> None: + """旧非流式分支在返回 JSON 前、流式在发出末条 result 前的同一行日志。 + + prompt tokens/s = prompt_tokens / TTFT；generate tokens/s = completion_tokens / (elapsed − TTFT)。 + ``elapsed`` 为 SSE 起点至结束；与 TTFT 计时原点不完全一致时，吞吐率为近似值。 + 无 TTFT（``ttft_s`` 为 ``None``）时不输出时间与吞吐字段。 + """ + if ttft_s is None: + tps_part = "" + else: + decode_s = elapsed - ttft_s + prompt_time_s = f"{ttft_s:.4f}" if ttft_s > 0 else "n/a" + gen_time_s = f"{decode_s:.4f}" if decode_s > 0 else "n/a" + prompt_part = f"{prompt_tokens / ttft_s:.2f}" if ttft_s > 0 else "n/a" + gen_part = ( + f"{completion_tokens / decode_s:.2f}" + if completion_tokens and decode_s > 0 + else "n/a" + ) + tps_part = ( + f", time= {prompt_time_s} / {gen_time_s}s, " + f"tokens/s= {prompt_part} / {gen_part}" + ) + print( + f"\t📤 API openai_completions response: req_id={request_id}, " + f"prompt/generate tokens= {prompt_tokens} / {completion_tokens}, " + f"{tps_part}" + ) + + +def _generate_completion_events( + prompt: str, + request_id: int, + *, + max_tokens: Optional[int] = None, +): + global_completion_stop_event.clear() + q: queue.Queue = queue.Queue() + start_time = time.perf_counter() + + def run(): + try: + lock_wait_start = time.perf_counter() + lock_acquired = _inference_lock.acquire(timeout=LOCK_WAIT_TIMEOUT) + if not lock_acquired: + q.put(("error", QueueTimeoutError( + f"排队等待超过 {LOCK_WAIT_TIMEOUT} 秒，服务繁忙，请稍后重试" + ))) + return + lock_wait_time = time.perf_counter() - lock_wait_start + try: + def stream_delta(text: str, stream_end: bool) -> None: + if completion_cancel_requested(): + return + q.put(("delta", text, stream_end)) + + result = _completion_inference_after_lock( + prompt, + request_id, + lock_wait_time, + stream_delta=stream_delta, + max_tokens=max_tokens, + ) + finally: + _inference_lock.release() + gc.collect() + q.put(("result", result)) + except Exception as e: + q.put(("error", e)) + + worker = threading.Thread(target=run, daemon=True) + worker.start() + + try: + while True: + elapsed = time.perf_counter() - start_time + if elapsed >= COMPLETION_WALL_CLOCK_TIMEOUT_SEC: + try: + item = q.get_nowait() + except queue.Empty: + global_completion_stop_event.set() + _log_cmpl_issue( + request_id, + f"墙钟超时 {elapsed:.1f}s / 上限 {COMPLETION_WALL_CLOCK_TIMEOUT_SEC:.0f}s", + ) + yield send_error_event( + f"续写处理超过 {COMPLETION_WALL_CLOCK_TIMEOUT_SEC:.0f} 秒（墙钟限制），已中止", + 504, + ) + return + else: + try: + # 每 100ms 醒一次，检查一次是否到 60 秒 + item = q.get(timeout=0.1) + except queue.Empty: + continue + kind = item[0] + if kind == "delta": + _, text, stream_end = item + if text or stream_end: + yield send_completion_delta_event(text, stream_end) + elif kind == "result": + ( + _completion_text, + finish_reason, + prompt_tokens, + completion_tokens, + bpe_strings, + ttft_s, + ) = item[1] + elapsed = time.perf_counter() - start_time + if global_completion_stop_event.is_set() or inference_shutdown_event.is_set(): + finish_reason = "abort" + if inference_shutdown_event.is_set(): + _log_cmpl_issue( + request_id, + f"进程终止，续写中止 elapsed={elapsed:.2f}s " + f"tokens={prompt_tokens}/{completion_tokens}", + ) + elif global_completion_stop_event.is_set(): + _log_cmpl_issue( + request_id, + f"用户 Stop，续写中止 elapsed={elapsed:.2f}s " + f"tokens={prompt_tokens}/{completion_tokens}", + ) + else: + _log_completion_finished( + request_id, + prompt_tokens, + completion_tokens, + elapsed, + ttft_s, + ) + yield send_result_event( + _build_response( + _completion_text, + finish_reason, + prompt_tokens, + completion_tokens, + bpe_strings, + ) + ) + return + elif kind == "error": + err = item[1] + if isinstance(err, PromptTooLongError): + _log_cmpl_issue(request_id, f"prompt too long: {err}") + yield send_error_event(str(err), 400) + elif isinstance(err, QueueTimeoutError): + _log_cmpl_issue(request_id, f"排队超时: {err}") + yield send_error_event(str(err), 503) + else: + exit_if_oom(err, defer_seconds=1) + if is_oom_error(err): + yield send_error_event(str(err), 500) + return + _log_cmpl_issue( + request_id, + "".join( + traceback.format_exception( + type(err), err, err.__traceback__ + ) + ).strip(), + ) + yield send_error_event(str(err), 500) + return + finally: + gc.collect() + + +def _completions_sse_response( + prompt: str, + request_id: int, + *, + max_tokens: Optional[int] = None, +): + return SSEProgressReporter( + lambda: _generate_completion_events(prompt, request_id, max_tokens=max_tokens) + ).create_response() + + +def completions_stop(): + """ + 单用户串行：置位全局停止标志，使当前续写在 generate 与 SSE 回调中尽快结束。 + 无需 body；新一次 POST /v1/completions 时会在流式生成器入口清除该标志。 + """ + global_completion_stop_event.set() + return {"ok": True}, 200 + + +def completions_prompt(completions_prompt_request): + """ + 将用户原文套用 chat template，返回实际送入续写接口的完整 prompt 字符串（JSON）。 + + Args: + completions_prompt_request: 含 model、prompt（用户输入），见 server_openai_definitions.yaml + + Returns: + (dict with prompt_used, 200) 或校验/过长错误 + """ + if not isinstance(completions_prompt_request, dict): + completions_prompt_request = {} + model = completions_prompt_request.get("model") + prompt = completions_prompt_request.get("prompt") + + if not model: + return {"success": False, "message": "缺少 model 字段"}, 400 + if prompt is None: + return {"success": False, "message": "缺少 prompt 字段"}, 400 + if not isinstance(prompt, str): + return {"success": False, "message": "prompt 必须为字符串"}, 400 + + system_opt: Optional[str] + if "system" not in completions_prompt_request: + system_opt = None + else: + system_raw = completions_prompt_request.get("system") + if not isinstance(system_raw, str): + return {"success": False, "message": "system 必须为字符串"}, 400 + system_opt = system_raw + + client_ip = get_client_ip() + from backend.access_log import log_openai_completions_prompt_request + + log_openai_completions_prompt_request( + model, + user_prompt=prompt, + system=system_opt, + client_ip=client_ip, + ) + + try: + prompt_used = apply_chat_template_for_completion(prompt, system_opt) + except PromptTooLongError as e: + return {"success": False, "message": str(e)}, 400 + + return {"prompt_used": prompt_used}, 200 + + +def completions(completions_request): + """ + 文本补写：与 analyze_semantic 共用推理锁与 semantic 模型；响应恒为 text/event-stream（SSE）。 + ``prompt`` 须为已确定的完整模型输入（需 chat template 时请先调 POST /v1/completions/prompt）。 + + Args: + completions_request: 含 model、prompt 等，见 server_openai_definitions.yaml + + Returns: + SSE Response；校验失败时 (错误体, 400/503/500) + """ + if not isinstance(completions_request, dict): + completions_request = {} + model = completions_request.get("model") + prompt = completions_request.get("prompt") + + if not model: + return {"success": False, "message": "缺少 model 字段"}, 400 + if prompt is None: + return {"success": False, "message": "缺少 prompt 字段"}, 400 + if not isinstance(prompt, str): + return {"success": False, "message": "prompt 必须为字符串"}, 400 + + max_tokens_raw = completions_request.get("max_tokens") + max_tokens: Optional[int] + if max_tokens_raw is None: + max_tokens = None + elif type(max_tokens_raw) is not int: + return {"success": False, "message": "max_tokens 须为正整数"}, 400 + elif max_tokens_raw <= 0: + return {"success": False, "message": "max_tokens 须 > 0"}, 400 + else: + max_tokens = max_tokens_raw + + client_ip = get_client_ip() + request_id = _log_request(model, prompt, client_ip) + + return _completions_sse_response(prompt, request_id, max_tokens=max_tokens) diff --git a/backend/api/prediction_attribute.py b/backend/api/prediction_attribute.py new file mode 100644 index 0000000000000000000000000000000000000000..926f9d5a46333bc597a76d738fbbcdec7dd7a031 --- /dev/null +++ b/backend/api/prediction_attribute.py @@ -0,0 +1,79 @@ +"""预测归因 API""" +import gc +import time + +from backend.model_manager import _inference_lock +from backend.oom import exit_if_oom +from backend.prediction_attributor import analyze_prediction_attribution +from backend.api.analyze import LOCK_WAIT_TIMEOUT +from backend.access_log import get_client_ip, log_prediction_attribute_request + + +def prediction_attribute(attribution_request): + """ + 对上下文文本的下一 token 预测做归因分析。 + + Args: + attribution_request: 包含 context 和 target_prediction 的字典 + + Returns: + (响应字典, 状态码) 元组 + """ + context = attribution_request.get("context") + target_prediction = attribution_request.get("target_prediction") + model = attribution_request.get("model") + + if context is None: + return {"success": False, "message": "Missing required field: context"}, 400 + if not isinstance(context, str): + return {"success": False, "message": "context must be a string"}, 400 + if context == "": + return {"success": False, "message": "Missing required field: context"}, 400 + + if target_prediction is not None and not isinstance(target_prediction, str): + return {"success": False, "message": "target_prediction must be a string"}, 400 + if target_prediction == "": + return {"success": False, "message": "target_prediction must not be empty"}, 400 + + if model is None: + return {"success": False, "message": "Missing required field: model"}, 400 + if not isinstance(model, str): + return {"success": False, "message": "model must be a string"}, 400 + if model not in ("base", "instruct"): + return {"success": False, "message": 'model must be "base" or "instruct"'}, 400 + + client_ip = get_client_ip() + start_time = time.perf_counter() + request_id = log_prediction_attribute_request(context, target_prediction, model, client_ip) + + lock_acquired = _inference_lock.acquire(timeout=LOCK_WAIT_TIMEOUT) + if not lock_acquired: + return { + "success": False, + "message": ( + f"Queue wait exceeded {LOCK_WAIT_TIMEOUT} seconds; " + "server is busy, please try again later." + ), + }, 503 + + try: + result = analyze_prediction_attribution(context, target_prediction, model=model) + except ValueError as e: + return {"success": False, "message": str(e)}, 400 + except Exception as e: + import traceback + traceback.print_exc() + exit_if_oom(e, defer_seconds=1) + return {"success": False, "message": str(e)}, 500 + finally: + _inference_lock.release() + gc.collect() + + elapsed = time.perf_counter() - start_time + tokens = len(result.get("token_attribution", [])) + print( + f"\t📤 API prediction_attribute response: req_id={request_id}, " + f"tokens={tokens}, response_time={elapsed:.4f}s" + ) + + return {"success": True, **result}, 200 diff --git a/backend/api/sse_utils.py b/backend/api/sse_utils.py new file mode 100644 index 0000000000000000000000000000000000000000..4fe0d364082e5ec1adb9591a9703710c99fedca0 --- /dev/null +++ b/backend/api/sse_utils.py @@ -0,0 +1,181 @@ +"""Server-Sent Events (SSE) 工具模块""" +import json +import queue +import time +from typing import Callable, Generator, Optional, Tuple +from flask import Response + + +class SSEProgressReporter: + """SSE进度报告器""" + + def __init__(self, generator_func: Callable): + """ + 初始化SSE进度报告器 + + Args: + generator_func: 生成器函数，用于生成SSE事件 + """ + self.generator_func = generator_func + + def generate(self): + """生成SSE事件流""" + try: + for event in self.generator_func(): + yield event + except Exception as e: + # 发送错误事件 + error_data = { + 'type': 'error', + 'message': str(e) + } + yield f"data: {json.dumps(error_data)}\n\n" + + def create_response(self) -> Response: + """创建SSE响应""" + return Response( + self.generate(), + mimetype='text/event-stream', + headers={ + 'Cache-Control': 'no-cache', + 'X-Accel-Buffering': 'no', # 禁用nginx缓冲 + 'Connection': 'keep-alive' + } + ) + + +def send_progress_event(step: int, total_steps: int, stage: str, percentage: Optional[int] = None, message: Optional[str] = None) -> str: + """ + 生成SSE进度事件 + + Args: + step: 当前步骤 (1-based) + total_steps: 总步骤数 + stage: 阶段名称 (encoding, inference, processing) + percentage: 可选的进度百分比 (0-100)，仅在需要显示百分比的阶段提供 + message: 可选的进度消息 + + Returns: + SSE格式的事件字符串 + """ + data = { + 'type': 'progress', + 'step': step, + 'total_steps': total_steps, + 'stage': stage + } + if percentage is not None: + data['percentage'] = percentage + if message: + data['message'] = message + return f"data: {json.dumps(data)}\n\n" + + +def send_result_event(result: dict) -> str: + """ + 生成SSE结果事件 + + Args: + result: 分析结果字典 + + Returns: + SSE格式的事件字符串 + """ + data = { + 'type': 'result', + 'data': result + } + return f"data: {json.dumps(data)}\n\n" + + +def send_completion_delta_event(text: str, stream_end: bool) -> str: + """续写流式：与 analyze 的 progress/result 并列，type=delta。""" + data = { + "type": "delta", + "text": text, + } + if stream_end: + data["stream_end"] = True + return f"data: {json.dumps(data)}\n\n" + + +def send_prompt_used_event(prompt_used: str) -> str: + """续写流式：在首条 delta 之前下发实际送入模型的 prompt 原文。""" + data = { + "type": "prompt_used", + "prompt_used": prompt_used, + } + return f"data: {json.dumps(data)}\n\n" + + +def send_error_event(message: str, status_code: Optional[int] = None) -> str: + """ + 生成SSE错误事件 + + Args: + message: 错误消息 + status_code: 可选 HTTP 状态码，供非流式封装解析 + + Returns: + SSE格式的事件字符串 + """ + data = {'type': 'error', 'message': message} + if status_code is not None: + data['status_code'] = status_code + return f"data: {json.dumps(data)}\n\n" + + +def consume_progress_queue( + progress_queue: queue.Queue, + analysis_done, + start_time: float, + timeout_seconds: float, + timeout_label: str = "分析", +) -> Generator[Tuple[str, str], None, None]: + """ + 消费进度队列，yield (kind, event_str)。 + kind: 'progress' | 'timeout' | 'done' + event_str: SSE 格式字符串（timeout 时含错误信息，done 时为空） + """ + done_received = False + last_progress_info = None + + while True: + elapsed = time.perf_counter() - start_time + if elapsed >= timeout_seconds: + progress_str = f" | {last_progress_info}" if last_progress_info else "" + print(f"⏱️ {timeout_label}超时: 处理时长 {elapsed:.2f}s 超过限制 {timeout_seconds}s，已放弃{progress_str}") + yield ('timeout', send_error_event(f"分析超时：处理时长超过 {timeout_seconds} 秒限制，已放弃")) + return + + try: + event_data = progress_queue.get(timeout=0.1) + event_type = event_data[0] + if event_type == 'progress': + _, step, total_steps, stage, percentage = event_data + if total_steps > 0: + last_progress_info = f"step={step}/{total_steps}" + else: + last_progress_info = f"step={step}" + if stage: + last_progress_info += f" stage={stage}" + if percentage is not None: + last_progress_info += f" {percentage}%" + yield ('progress', send_progress_event(step, total_steps, stage, percentage)) + elif event_type == 'done': + done_received = True + while not progress_queue.empty(): + try: + remaining = progress_queue.get_nowait() + if remaining[0] == 'progress': + _, step, total_steps, stage, percentage = remaining + yield ('progress', send_progress_event(step, total_steps, stage, percentage)) + except queue.Empty: + break + yield ('done', '') + return + except queue.Empty: + if analysis_done.is_set() and done_received: + yield ('done', '') + return + diff --git a/backend/api/static.py b/backend/api/static.py new file mode 100644 index 0000000000000000000000000000000000000000..862699348558ecab2b7708f7107b24345ece694d --- /dev/null +++ b/backend/api/static.py @@ -0,0 +1,60 @@ +"""静态文件路由""" +import mimetypes +from pathlib import Path +from urllib.parse import unquote + +from flask import Response, redirect, abort, request +from werkzeug.utils import safe_join + +from backend.access_log import log_page_load, log_demo_file + + +def _read_static_file(directory: str, path: str) -> Response: + """读取静态文件并返回 Response，避免 send_from_directory 在 ASGI/a2wsgi 下 + 流式传输导致的 Content-Length 不匹配（RuntimeError: Response content shorter than Content-Length）。 + """ + base = Path(directory).resolve() + safe_path = safe_join(str(base), path) + if safe_path is None: + abort(404) + full_path = Path(safe_path) + if not full_path.is_file() or not str(full_path.resolve()).startswith(str(base)): + abort(404) + content = full_path.read_bytes() + mimetype, _ = mimetypes.guess_type(path) + mimetype = mimetype or "application/octet-stream" + return Response(content, mimetype=mimetype, headers={"Content-Length": str(len(content))}) + + +def register_static_routes(app): + """注册静态文件路由""" + + @app.route('/') + def redir(): + target = 'client/index.html' + if request.query_string: + target += '?' + request.query_string.decode() + return redirect(target) + + @app.route('/client/') + def send_static(path): + """serves all files from ./client/dist/ to ``/client/``""" + if path.endswith('.html'): + log_page_load(path) + return _read_static_file('client/dist', path) + + @app.route('/demo/') + def send_demo(path): + """serves all demo files from the demo dir to ``/demo/``""" + from backend.app_context import get_data_dir + data_dir = get_data_dir() + log_demo_file(path) + try: + decoded_path = unquote(path) + return _read_static_file(str(data_dir), decoded_path) + except Exception: + try: + return _read_static_file(str(data_dir), path) + except Exception: + abort(404) + diff --git a/backend/api/utils.py b/backend/api/utils.py new file mode 100644 index 0000000000000000000000000000000000000000..3bfb814e69b273fd4feb7754f3a89198d06c57b6 --- /dev/null +++ b/backend/api/utils.py @@ -0,0 +1,118 @@ +"""API 工具函数""" +import math +import os +import traceback + + +def round_to_sig_figs(x: float, n: int = 7) -> float: + """将浮点数舍入为 n 位有效数字。0 或非有限值原样返回。""" + if x == 0 or not math.isfinite(x): + return x + return float(f"{x:.{n}g}") +from functools import wraps +from pathlib import Path +from flask import request, jsonify + + +def get_demo_directory(create=False): + """获取 demo 目录路径""" + from backend.app_context import get_demo_directory as _get_demo_dir + return _get_demo_dir(create=create) + + +def handle_api_error(operation_name: str, error: Exception) -> dict: + """ + 统一的 API 错误处理 + + Args: + operation_name: 操作名称（如 'Save failed'、'Delete failed'） + error: 异常对象 + + Returns: + 标准错误响应字典 + """ + error_msg = f'{operation_name}: {str(error)}' + print(f"❌ {error_msg}") + traceback.print_exc() + return { + 'success': False, + 'message': error_msg + } + + +def handle_api_success(result: dict, operation_name: str = None) -> dict: + """ + 处理 API 成功响应，打印日志 + + Args: + result: 操作结果字典 + operation_name: 可选的操作名称，用于日志 + + Returns: + 结果字典 + """ + if result.get('success'): + if operation_name: + print(f"✓ {operation_name}") + elif result.get('message'): + print(f"✓ {result.get('message')}") + else: + message = result.get('message', 'Operation failed') + print(f"❌ {message}") + return result + + +def get_admin_token() -> str: + """ + 获取管理员token（从环境变量读取） + + Returns: + 管理员token字符串，如果未设置则返回None + """ + return os.environ.get('INFORADAR_ADMIN_TOKEN') + + +def validate_admin_token(request_token: str) -> tuple[bool, str]: + """ + 验证管理员token是否有效 + + Args: + request_token: 要验证的token + + Returns: + (是否有效, 错误信息) + """ + admin_token = get_admin_token() + + # 如果未配置INFORADAR_ADMIN_TOKEN，返回未启用状态 + if admin_token is None: + return False, 'Admin features are not enabled' + + # 验证token + if request_token == admin_token: + return True, '' + else: + return False, 'Invalid admin token' + + +def require_admin(f): + """ + 装饰器：要求管理员权限才能访问的API + + 检查请求头中的 X-Admin-Token 是否与配置的 INFORADAR_ADMIN_TOKEN 匹配 + 如果未配置 INFORADAR_ADMIN_TOKEN，视为全是普通用户，拒绝所有写操作 + """ + @wraps(f) + def wrapper(*args, **kwargs): + request_token = request.headers.get('X-Admin-Token') + is_valid, error_message = validate_admin_token(request_token) + + if not is_valid: + return { + 'success': False, + 'message': 'Admin permission required' + }, 403 + + return f(*args, **kwargs) + return wrapper + diff --git a/backend/app_context.py b/backend/app_context.py new file mode 100644 index 0000000000000000000000000000000000000000..d467f33b86927838c13415e369c616d430cf1bfb --- /dev/null +++ b/backend/app_context.py @@ -0,0 +1,110 @@ +"""应用上下文管理 + +使用类级别单例模式，提供进程级共享状态。 +""" + +import sys +from pathlib import Path +from typing import Optional +from argparse import Namespace + + +class AppContext: + """ + 应用上下文（进程级单例） + + 通过 AppContext.init() 初始化，通过 AppContext.get() 获取。 + 单例模式确保整个进程共享同一个上下文，避免模块重新导入导致的状态不一致。 + """ + + _instance: Optional['AppContext'] = None + + @classmethod + def get(cls) -> 'AppContext': + """获取上下文单例（必须先调用 init）""" + if cls._instance is None: + raise RuntimeError("AppContext 未初始化，请先调用 AppContext.init()") + return cls._instance + + @classmethod + def init(cls, args: Namespace, data_dir: Path) -> 'AppContext': + """ + 初始化上下文单例（幂等操作） + + 如果已初始化则返回现有实例，确保模块重新导入时不会覆盖状态。 + """ + if cls._instance is not None: + return cls._instance + cls._instance = cls(args, data_dir) + gc = getattr(args, "gradient_checkpointing", True) + print( + f"[Info Radar] gradient_checkpointing={'on' if gc else 'off'}", + file=sys.stderr, + flush=True, + ) + return cls._instance + + @classmethod + def is_initialized(cls) -> bool: + """检查上下文是否已初始化""" + return cls._instance is not None + + def __init__(self, args: Namespace, data_dir: Path): + """私有构造函数，请使用 AppContext.init()""" + self.args = args + self.data_dir = data_dir + self._model_loading = True # 初始时处于加载状态 + self._current_model_name = getattr(args, 'model', None) + + @property + def model_name(self) -> str: + """当前模型名称""" + return self._current_model_name + + @property + def model_loading(self) -> bool: + """模型是否正在加载""" + return self._model_loading + + def set_current_model(self, model_name: str): + """设置当前模型名称""" + self._current_model_name = model_name + + def set_model_loading(self, loading: bool): + """设置模型加载状态""" + self._model_loading = loading + + def get_demo_dir(self, create: bool = False) -> Path: + """获取 demo 目录路径""" + from backend.data_utils import get_demo_dir + return get_demo_dir(self.data_dir, create=create) + + +# ============= 兼容性接口（供旧代码平滑迁移）============= + +def get_app_context(prefer_module_context: bool = False) -> AppContext: + """获取应用上下文（兼容旧接口，prefer_module_context 参数已忽略）""" + return AppContext.get() + + +def get_args() -> Namespace: + """获取命令行参数""" + return AppContext.get().args + + +def get_verbose() -> bool: + """是否输出详细调试信息（由 --verbose 控制）""" + try: + return getattr(get_args(), "verbose", False) + except RuntimeError: + return False + + +def get_data_dir() -> Path: + """获取数据目录""" + return AppContext.get().data_dir + + +def get_demo_directory(create: bool = False) -> Path: + """获取 demo 目录""" + return AppContext.get().get_demo_dir(create=create) diff --git a/backend/class_register.py b/backend/class_register.py new file mode 100644 index 0000000000000000000000000000000000000000..363a7e4d80bd14dee2920f76b0552e7b8ddb899e --- /dev/null +++ b/backend/class_register.py @@ -0,0 +1,16 @@ +REGISTERED_MODELS = {} + + +def register_model(name): + """ + 注册模型类的装饰器 + + 自动将注册的模型名保存到类属性 _registered_model_name 中， + 避免在子类初始化时重复指定模型名 + """ + def decorator(cls): + REGISTERED_MODELS[name] = cls + # 将注册的模型名保存到类属性中 + cls._registered_model_name = name + return cls + return decorator diff --git a/backend/completion_generator.py b/backend/completion_generator.py new file mode 100644 index 0000000000000000000000000000000000000000..c9953123f18327964e66918e8d5a42601824cfc4 --- /dev/null +++ b/backend/completion_generator.py @@ -0,0 +1,558 @@ +""" +OpenAI /v1/completions：core_generate_from_text 为唯一续写入口。 + +Chat 模板拼装见 apply_chat_template_for_completion（供 POST /v1/completions/prompt）； +POST /v1/completions 的 prompt 须为已确定的模型输入字符串。 +整段上下文 token 上限（prompt + 续写合计）为本模块 ``completion_max_token_length``； +可选 max_tokens 限制续写长度，且与 prompt 之和不超过该上限。 +""" + +import signal +import sys +import threading +import time +from typing import Any, Callable, Dict, List, Optional, Tuple + +import torch +from transformers import StoppingCriteria, StoppingCriteriaList, TextStreamer + +from backend.api.utils import round_to_sig_figs +from backend.app_context import get_verbose +from backend.device import DeviceManager +from backend.model_manager import ensure_semantic_slot_ready +from backend.pred_topk_format import pred_topk_pairs_from_probs_1d +from backend.runtime_config import DEFAULT_TOPK + +# 续写路径：prompt + 续写合计不得超过该 token 数（与语义分析 runtime 无关）。 +completion_max_token_length = 1000 + +# 特殊 token 亦视为分析/展示内容，故不跳过。 +_COMPLETION_DECODE_SKIP_SPECIAL = False + +# 进程收到 SIGTERM / SIGINT 时置位。 +inference_shutdown_event = threading.Event() + +# 单用户串行：用户 POST /v1/completions/stop、或 SSE 墙钟超时，与 inference_shutdown 一起在续写路径检查。 +# 新一次 POST /v1/completions（SSE 入口）时由 openai_completions clear。 +global_completion_stop_event = threading.Event() + + +def completion_cancel_requested() -> bool: + """是否应停止当前续写（进程退出或全局停止）。""" + return inference_shutdown_event.is_set() or global_completion_stop_event.is_set() + + +def register_inference_shutdown_handlers() -> None: + """注册 SIGTERM / SIGINT：置位 inference_shutdown_event，使 model.generate 尽快在下一步停止。 + + 应在主线程、进程启动早期调用一次（如 server 加载时）。SIGINT 在置位后抛出 KeyboardInterrupt，便于开发态 Ctrl+C 退出。 + """ + + def _on_sigterm(signum: int, frame: Any) -> None: + inference_shutdown_event.set() + + def _on_sigint(signum: int, frame: Any) -> None: + inference_shutdown_event.set() + raise KeyboardInterrupt + + try: + signal.signal(signal.SIGTERM, _on_sigterm) + except (ValueError, OSError): + pass + try: + signal.signal(signal.SIGINT, _on_sigint) + except (ValueError, OSError): + pass + + +class PromptTooLongError(ValueError): + """prompt 过长或占满上下文导致无法续写（``input_len >= ctx_limit`` 时由 ``core_generate_from_text`` 抛出）。""" + + +def _completion_without_generate( + prompt_tokens: int, +) -> Tuple[str, str, int, int, List[Dict[str, Any]], Optional[float]]: + """取消续写时未进入 ``model.generate`` 的返回（与前端 ``abort`` 展示一致）。""" + return "", "abort", prompt_tokens, 0, [], None + + +def _print_completion_stream_delta(text: str, stream_end: bool) -> None: + """接收 TextStreamer 切分好的增量片段，由本模块打印（与默认 TextStreamer 输出一致）。""" + # 仅在verbose时打印 + if get_verbose(): + print(text, flush=True, end="" if not stream_end else None) + + +def _compose_stream_delta( + stream_delta: Optional[Callable[[str, bool], None]], +) -> Callable[[str, bool], None]: + """ + 将可选的 SSE/外部 stream_delta 与本地 verbose 打印组合：二者互不替代，可同时生效。 + """ + def on_delta(text: str, stream_end: bool) -> None: + if stream_delta is not None: + stream_delta(text, stream_end) + _print_completion_stream_delta(text, stream_end) + + return on_delta + + +class _DeltaTextStreamer(TextStreamer): + """继承 put/end 的增量切分逻辑，只把片段交给回调，不直接 print。""" + + def __init__( + self, + tokenizer, + on_delta: Callable[[str, bool], None], + *, + skip_prompt: bool = False, + **decode_kwargs: Any, + ) -> None: + super().__init__(tokenizer, skip_prompt=skip_prompt, **decode_kwargs) + self._on_delta = on_delta + + def on_finalized_text(self, text: str, stream_end: bool = False) -> None: + self._on_delta(text, stream_end) + + +class _CancelOnEventStoppingCriteria(StoppingCriteria): + """每步检查 ``completion_cancel_requested()``，尽快结束 generate。""" + + def __call__( + self, input_ids: torch.LongTensor, scores: torch.FloatTensor, **kwargs: Any + ) -> torch.BoolTensor: + # StoppingCriteria 约定：返回与 batch 等长的 bool 向量，True 表示该行本步停止生成。 + batch_size = input_ids.shape[0] + cancel_requested = completion_cancel_requested() + return torch.full( + (batch_size,), + fill_value=cancel_requested, + device=input_ids.device, + dtype=torch.bool, + ) + + +def _stack_scores_to_cpu( + scores: Tuple[torch.Tensor, ...], +) -> torch.Tensor: + """将 ``generate(..., output_scores=True)`` 的 scores 元组沿 batch 维拼成 ``[n, vocab]``，并一次搬到 CPU。""" + if not scores: + return torch.empty(0, 0) + # 每步形状为 (batch, vocab)，greedy batch=1 时 cat(dim=0) -> (n, vocab) + return torch.cat(scores, dim=0).detach().cpu() + + +def _print_completion_warning(msg: str) -> None: + print(msg, file=sys.stderr, flush=True) + + +def _completion_one_token_debug(tokenizer, token_id: int) -> str: + """续写路径调试用：单 token 的 id 与 decode（repr 便于观察空白/换行）。""" + decoded = tokenizer.decode([token_id], skip_special_tokens=False) + return f"id={token_id}, decode={decoded!r}" + + +def _warn_decode_reencode_mismatch( + tokenizer, + *, + n: int, + mismatch_count: int, + first: int, + new_cpu: torch.Tensor, + reencoded: torch.Tensor, +) -> None: + """token 序列不一致时警告（文案与原 RuntimeError 一致），随后走增量 decode offset。""" + g0 = int(new_cpu[first].item()) + r0 = int(reencoded[first].item()) + lines = [ + "续写段 decode→encode 与 generate 的 token 序列不一致，无法使用 offset_mapping。", + f" 共 {n} token，其中 {mismatch_count} 处 id 不同（首处 index={first}）。", + " 首处:", + f" generate {_completion_one_token_debug(tokenizer, g0)}", + f" reencode {_completion_one_token_debug(tokenizer, r0)}", + ] + nxt = first + 1 + if nxt < n: + g1 = int(new_cpu[nxt].item()) + r1 = int(reencoded[nxt].item()) + lines.extend( + [ + f" 后一处 (index={nxt}):", + f" generate {_completion_one_token_debug(tokenizer, g1)}", + f" reencode {_completion_one_token_debug(tokenizer, r1)}", + ] + ) + _print_completion_warning("\n".join(lines)) + + +def _warn_decode_reencode_length_mismatch( + new_cpu: torch.Tensor, + reencoded: torch.Tensor, +) -> None: + msg = ( + "续写段 decode→encode 与 generate 的 token 序列不一致（长度不同），无法使用 offset_mapping。\n" + f" new_ids: shape={tuple(new_cpu.shape)}\n" + f" reencode: shape={tuple(reencoded.shape)}" + ) + _print_completion_warning(msg) + + +def _lcp_prefix_len(a: str, b: str) -> int: + """``a`` 与 ``b`` 的最长公共前缀长度（Python ``str`` 下标，Unicode 标量）。 """ + k, n = 0, min(len(a), len(b)) + while k < n and a[k] == b[k]: + k += 1 + return k + + +def _verbose_incremental_offset_step( + *, + step_1based: int, + n_tokens: int, + token_id: int, + tokenizer, + skip: bool, + offset: Tuple[int, int], + matched: int, + curr_len: int, + raw: str, +) -> None: + """verbose：本步 ``offset``/``raw``；LCP 未盖满前缀时附 ``single_decode``。""" + if not get_verbose(): + return + s, e = offset + raw_show = raw if len(raw) <= 240 else raw[:237] + "..." + line = ( + f"[incremental-offset] step {step_1based}/{n_tokens} id={token_id} " + f"offset=[{s},{e}) raw={raw_show!r}" + ) + if matched < curr_len: + one = tokenizer.decode([token_id], skip_special_tokens=skip) + line += f" (bpe mismatch) single_decode={one!r}" + _print_completion_warning(line) + + +def _print_full_decode_text_mismatch(full_decode: str, text: str) -> None: + """整段 ``decode(ids)`` 与 ``completion_text`` 不等时打印一行级诊断。""" + lines = [ + "续写段整段 decode 与 completion_text 不一致：", + f" len(decode)={len(full_decode)}, len(text)={len(text)}", + ] + n = min(len(full_decode), len(text)) + first_diff = next((k for k in range(n) if full_decode[k] != text[k]), None) + if first_diff is not None: + a, b = full_decode[first_diff], text[first_diff] + lines.append(f" 首处 index={first_diff}: {a!r} vs {b!r}") + elif len(full_decode) != len(text): + lines.append(" 同源码点前缀一致，仅长度不同。") + _print_completion_warning("\n".join(lines)) + + +def _completion_incremental_offsets_and_raws( + tokenizer, + new_ids: torch.Tensor, + completion_text: str, + *, + skip: bool, +) -> Tuple[List[Tuple[int, int]], List[str]]: + """ + 慢路径：解码器码点。第 ``i`` 步 ``curr = decode(ids[:i+1])``， + ``matched = LCP(curr, completion_text)``（自 0 全量比较，避免 decode 非单调时增量 LCP 偏差）； + ``offset``：若 ``matched < len(curr)``（前缀与全文前沿未对齐），则 ``(off_left, off_left)``； + 否则 ``(off_left, len(curr))``。``raw`` 恒为 ``curr[off_left:]``。 + 未对齐时 BPE 与全文对不齐，乱码段码点数、``offset`` 无可靠展示语义；右界收拢为左界仅为避免 + 前端按 ``completion_text`` 切片校验 ``raw`` 时报错（零宽区间不取切片）。 + ``off_left``：首步 ``0``；若上一步 ``matched == len(curr)``，则 ``off_left = matched``；若上一步 + ``matched < len(curr)``，则冻结 ``off_left`` 直至再次出现完全对齐步。 + 须 ``decode(ids) == completion_text``，否则报错。 + """ + ids = [int(t) for t in new_ids.tolist()] + n_tok = len(ids) + + offsets: List[Tuple[int, int]] = [] + raws: List[str] = [] + off_left = 0 + + # 每步对前缀 ``ids[:i+1]`` 整段 decode；重复切片为语义所需，非疏忽。 + for i in range(n_tok): + curr = tokenizer.decode(ids[: i + 1], skip_special_tokens=skip) + matched = _lcp_prefix_len(curr, completion_text) + curr_len = len(curr) + raw = curr[off_left:] + # 未对齐：乱码长度与 offset 无可靠意义；右界=左界，避免前端 text[s:e]==raw 类校验失败。 + if matched < curr_len: + off = (off_left, off_left) + else: + off = (off_left, curr_len) + # _verbose_incremental_offset_step( + # step_1based=i + 1, + # n_tokens=n_tok, + # token_id=ids[i], + # tokenizer=tokenizer, + # skip=skip, + # offset=off, + # matched=matched, + # curr_len=curr_len, + # raw=raw, + # ) + offsets.append(off) + raws.append(raw) + if matched == len(curr): + off_left = matched + + full = tokenizer.decode(ids, skip_special_tokens=skip) + if full != completion_text: + _print_full_decode_text_mismatch(full, completion_text) + raise RuntimeError( + "续写段 decode(ids) 与 completion_text 不一致，无法填解码器坐标 offset/raw。" + ) + return offsets, raws + + +def _build_generated_bpe_strings( + tokenizer, + new_ids: torch.Tensor, + scores_logits: torch.Tensor, + top_k: int, + completion_text: str, +) -> List[Dict[str, Any]]: + """ + 续写段每个生成 token 的信息密度风格条目：offset/raw（相对续写全文）、real_topk、pred_topk。 + + new_ids：1D int64，须已在 CPU，与 generate 输出一致。 + scores_logits：float，形状 ``[n, vocab]``，须已在 CPU（避免逐步 GPU softmax / .item() 往返）。 + completion_text：与 ``tokenizer.decode(new_ids, skip_special_tokens=...)`` 使用同一套参数得到的续写原文（调用方已 decode 一次，避免重复）。 + 若整段 encode 与 ``new_ids`` 一致则用 ``offset_mapping``（快路径，offset 为 ``completion_text`` 内下标）； + 否则用增量 decode（慢路径）：LCP 未盖满前缀时 ``offset`` 为 ``(off_left, off_left)``（见该函数注释：主要为避免前端切片校验报错），否则 ``(off_left, len(curr))``；``raw`` 恒为 ``curr[off_left:]``。 + """ + n = int(new_ids.numel()) + if n == 0: + return [] + if scores_logits.dim() != 2 or scores_logits.shape[0] != n: + raise RuntimeError( + f"scores_logits 形状与 new_ids 不一致：scores_logits.shape={tuple(scores_logits.shape)}, n={n}" + ) + top_k = min(top_k, int(scores_logits.shape[-1])) + new_cpu = new_ids.detach().cpu() + skip = _COMPLETION_DECODE_SKIP_SPECIAL + + enc = tokenizer( + completion_text, + return_tensors="pt", + return_offsets_mapping=True, + add_special_tokens=False, + ) + reencoded = enc["input_ids"][0] + ids_match = reencoded.shape == new_cpu.shape and torch.equal(reencoded, new_cpu) + + incremental_raws: Optional[List[str]] + if ids_match: + offset_mapping = enc["offset_mapping"][0].tolist() + incremental_raws = None + else: + if reencoded.shape != new_cpu.shape: + _warn_decode_reencode_length_mismatch(new_cpu, reencoded) + else: + diff = reencoded != new_cpu + first = int(torch.where(diff)[0][0].item()) + _warn_decode_reencode_mismatch( + tokenizer, + n=n, + mismatch_count=int(diff.sum().item()), + first=first, + new_cpu=new_cpu, + reencoded=reencoded, + ) + print("已使用增量 decode 对齐路径；结果不受影响。", flush=True) + offset_mapping, incremental_raws = _completion_incremental_offsets_and_raws( + tokenizer, new_cpu, completion_text, skip=skip + ) + + out: List[Dict[str, Any]] = [] + for step in range(n): + logits = scores_logits[step] + probs = torch.softmax(logits, dim=-1) + tid = int(new_ids[step].item()) + s, e = offset_mapping[step] + if incremental_raws is not None: + raw = incremental_raws[step] + else: + raw = completion_text[s:e] if s < e else "" + out.append( + { + "offset": [s, e], + "raw": raw, + "real_topk": [0, round_to_sig_figs(float(probs[tid].item()))], + "pred_topk": pred_topk_pairs_from_probs_1d(probs, tokenizer, top_k), + } + ) + return out + + +def core_generate_from_text( + formatted_text: str, + *, + stream_delta: Optional[Callable[[str, bool], None]] = None, + max_tokens: Optional[int] = None, +) -> Tuple[str, str, int, int, List[Dict[str, Any]], Optional[float]]: + """ + 对一段已确定的模型输入字符串做自回归续写（默认贪心；函数内 ``_use_low_temp_sampling`` 可临时切到低温采样）。 + + 编码后 prompt token 数不得超过上下文上限；续写步数不超过「剩余上下文」且不超过可选 ``max_tokens``。 + + 中止条件见 ``completion_cancel_requested()``（进程信号、全局停止含用户 Stop / 墙钟超时）。 + + Args: + stream_delta: 可选；若提供则额外调用（如 SSE）。本地 verbose 打印由 ``_print_completion_stream_delta`` 单独控制，与是否传入 stream_delta 无关。 + max_tokens: 可选；正整数，限制本次最多生成多少个新 token（与 ``min(max_tokens, 上限 − prompt)`` 取小）。省略则用尽剩余上下文额度。 + + Returns: + (续写文本, finish_reason, prompt_tokens, completion_tokens, 续写段 bpe_strings, ttft_s)。 + ttft_s 为自 ``model.generate`` 起至首次产出续写片段的秒数；仅取消时为 ``None``。 + """ + tokenizer, model, device = ensure_semantic_slot_ready() + ctx_limit = completion_max_token_length + + model.eval() + enc = tokenizer(formatted_text, return_tensors="pt") + input_ids = enc["input_ids"].to(device) + input_len = input_ids.shape[1] + n = int(input_len) + if n >= ctx_limit: + raise PromptTooLongError( + "Prompt too long: " + f"{n} tokens (context limit is {ctx_limit} tokens; prompt plus completion must not exceed this limit)." + ) + + remaining = ctx_limit - n + if max_tokens is None: + effective_max_new = remaining + else: + effective_max_new = min(max_tokens, remaining) + if get_verbose(): + print( + f"📌 completion: 推理原文 (tokens={input_len}, ctx_limit={ctx_limit}, max_new={effective_max_new}):\n" + f"{formatted_text}", + end="", # 不换行, 用于和后续打印推理结果拼在一起 + ) + + prompt_tokens = int(input_len) + # 主要防止：排队等推理锁期间用户已取消，拿到锁后在此短路，避免无意义进入 generate。 + # 墙钟 / 进程信号等其它情况较少见。 + if completion_cancel_requested(): + return _completion_without_generate(prompt_tokens) + + try: + base_on_delta = _compose_stream_delta(stream_delta) + ttft_seconds: Optional[float] = None + gen_start_t0 = 0.0 + + def on_delta_with_ttft(text: str, stream_end: bool) -> None: + nonlocal ttft_seconds + if ttft_seconds is None: + ttft_seconds = time.perf_counter() - gen_start_t0 + base_on_delta(text, stream_end) + + streamer = _DeltaTextStreamer( + tokenizer, + on_delta_with_ttft, + skip_prompt=True, + skip_special_tokens=_COMPLETION_DECODE_SKIP_SPECIAL, + ) + # 临时实验：置 True 启用低温采样；默认 False 为贪心解码（可复现）。 + _use_low_temp_sampling = False + _low_temperature = 0.2 + + gen_kw: Dict[str, Any] = { + "input_ids": input_ids, + "max_new_tokens": effective_max_new, + "return_dict_in_generate": True, + "output_scores": True, + "streamer": streamer, + "stopping_criteria": StoppingCriteriaList([_CancelOnEventStoppingCriteria()]), + } + if _use_low_temp_sampling: + gen_kw["do_sample"] = True + gen_kw["temperature"] = _low_temperature + else: + gen_kw["do_sample"] = False + + gen_start_t0 = time.perf_counter() + with torch.inference_mode(): + outputs = model.generate(**gen_kw) + if device.type == "cuda": + torch.cuda.synchronize(device) + elif device.type == "mps": + torch.mps.synchronize() + + gen = outputs.sequences + new_ids = gen[0, input_len:].detach().cpu().contiguous() + text = tokenizer.decode(new_ids, skip_special_tokens=_COMPLETION_DECODE_SKIP_SPECIAL) + + if outputs.scores is None: + raise RuntimeError("model.generate 未返回 scores（需 output_scores=True）") + + if new_ids.numel() == 0: + bpe_strings: List[Dict[str, Any]] = [] + else: + # [len, vocab_size] 的 float32 logits + # 内存开销 1000 token x qwen 150k ~= 600MB + scores_cpu = _stack_scores_to_cpu(outputs.scores) + bpe_strings = _build_generated_bpe_strings( + tokenizer, new_ids, scores_cpu, DEFAULT_TOPK, text + ) + + # 续写增量已由 _print_completion_stream_delta 打印，此处不再重复打印全文 + if completion_cancel_requested(): + # 用户 Stop / 进程中止等：StoppingCriteria 提前结束时 new_ids 常少于上限， + # 勿用 "stop"（OpenAI 语义多为自然结束），否则前端会误显示为 EOS。 + finish_reason = "abort" + else: + finish_reason = "length" if new_ids.numel() >= effective_max_new else "stop" + prompt_tokens = int(input_len) + completion_tokens = int(new_ids.numel()) + return text, finish_reason, prompt_tokens, completion_tokens, bpe_strings, ttft_seconds + finally: + DeviceManager.clear_cache(device) + + +def apply_chat_template_for_completion( + user_content: str, + system: Optional[str] = None, +) -> str: + """ + 将单条 user 文本套用到 tokenizer chat template，返回实际送入 core_generate_from_text 的字符串。 + + 调用方未传入 ``system``（即 ``None``）时仅拼装单条 user 消息；传入字符串时（含 ``\"\"``、仅空白） + 原样作为 chat template 的 system 段，不做裁剪或改写。长度与上下文上限由 ``core_generate_from_text`` + 在生成前校验。 + """ + tokenizer, _, _ = ensure_semantic_slot_ready() + if system is None: + messages = [{"role": "user", "content": user_content}] + else: + messages = [ + {"role": "system", "content": system}, + {"role": "user", "content": user_content}, + ] + return tokenizer.apply_chat_template( + messages, + tokenize=False, + add_generation_prompt=True, + enable_thinking=False, + ) + + +def generate_completion_text( + prompt: str, + stream_delta: Optional[Callable[[str, bool], None]] = None, + *, + max_tokens: Optional[int] = None, +) -> Tuple[str, str, int, int, List[Dict[str, Any]], Optional[float]]: + """ + ``prompt`` 须为已确定的完整模型输入（不再在服务端套用 chat template）。 + + 流式可传 stream_delta；中止由 ``completion_cancel_requested()`` 统一判断。 + ``max_tokens`` 为可选的正整数续写上限（与 API 约定一致）。 + """ + return core_generate_from_text(prompt, stream_delta=stream_delta, max_tokens=max_tokens) diff --git a/backend/data_utils.py b/backend/data_utils.py new file mode 100644 index 0000000000000000000000000000000000000000..f313cfdb5158ff0c23957e9cc91fea1e29240c0c --- /dev/null +++ b/backend/data_utils.py @@ -0,0 +1,97 @@ +import json +import os +from pathlib import Path +from typing import Any, Dict, List, Optional + +DEFAULT_DATA_DIR = Path(os.path.abspath("data/demo/public")) + + +def resolve_data_dir(dir_arg: Optional[str]) -> Path: + """ + Resolve the base data directory from CLI args or fall back to demo/public. + """ + if dir_arg: + return Path(dir_arg).expanduser().absolute() + return DEFAULT_DATA_DIR + + +def get_demo_dir(data_dir: Path, create: bool = False) -> Path: + """Return the demo directory under the given data dir, optionally creating it.""" + # data_dir 此时默认就是 data/demo/public 的绝对路径 + demo_dir = data_dir + if create: + demo_dir.mkdir(parents=True, exist_ok=True) + return demo_dir + + +def list_demo_files(demo_dir: Path) -> List[Dict[str, str]]: + """Return sorted demo metadata from a directory. Missing dirs result in empty list.""" + if not demo_dir.exists(): + return [] + + demo_list = [] + for file_path in demo_dir.glob("*.json"): + demo_list.append( + { + "name": file_path.stem, + "file": file_path.name, + } + ) + demo_list.sort(key=lambda item: item["name"]) + return demo_list + + +def sanitize_demo_name(name: str) -> str: + """Remove unsafe characters from a demo name to create a safe filename.""" + unsafe_chars = ['/', '\\', ':', '*', '?', '"', '<', '>', '|'] + safe_name = name or "" + for char in unsafe_chars: + safe_name = safe_name.replace(char, '_') + safe_name = safe_name.strip(' .') + return safe_name[:200] + + +def save_demo_payload(demo_dir: Path, name: str, data: Dict[str, Any], path: str = "", overwrite: bool = False) -> Dict[str, Any]: + """ + Persist an AnalyzeResponse payload as a demo JSON file. + + Args: + demo_dir: demo目录的绝对路径 + name: demo文件名（不含扩展名） + data: 要保存的数据 + path: 保存路径，可以是 ""、"/" 或以 "/" 开头的路径，默认为根目录 + overwrite: 是否覆盖已存在的文件，默认为False + """ + from backend.path_utils import resolve_demo_path + + safe_name = sanitize_demo_name(name) + if not safe_name: + return {"success": False, "message": "文件名无效"} + + # 解析目标路径 + target_dir = resolve_demo_path(demo_dir, path) + if target_dir is None: + return {"success": False, "message": f"无效的保存路径: {path}"} + + # 确保目标目录存在 + target_dir.mkdir(parents=True, exist_ok=True) + file_path = target_dir / f"{safe_name}.json" + + # 检查文件是否存在 + if file_path.exists() and not overwrite: + return { + "success": False, + "exists": True, + "message": f'文件 "{safe_name}.json" 已存在', + "file": file_path.name, + } + + with open(file_path, "w", encoding="utf-8") as f: + json.dump(data, f, ensure_ascii=False, indent=2) + + return { + "success": True, + "message": f'Demo "{name}" 保存成功', + "file": file_path.name, + } + diff --git a/backend/demo_folder.py b/backend/demo_folder.py new file mode 100644 index 0000000000000000000000000000000000000000..fabf99c7e5058bd1a8cac8f68532b224d4bfe582 --- /dev/null +++ b/backend/demo_folder.py @@ -0,0 +1,339 @@ +""" +Demo文件夹操作模块 +提供文件夹和文件的列表、移动、重命名、删除等功能 +""" +import os +import shutil +import time +from pathlib import Path +from typing import Dict, List, Optional + +from backend.path_utils import ( + normalize_path, + check_path_in_demo_dir, + validate_demo_path, + resolve_demo_path +) + + +# ==================== 辅助函数 ==================== + +def _normalize_path(path: str) -> str: + """统一处理路径：将空字符串转换为 "/" （向后兼容包装器）""" + return normalize_path(path) + + +def _build_api_path(parent_path: str, item_name: str) -> str: + """构建API路径格式（统一使用 "/" 开头的格式）""" + if parent_path and parent_path != "/": + return f"{parent_path}/{item_name}" + return f"/{item_name}" + + +def _error_response(message: str) -> Dict[str, any]: + """统一错误响应格式""" + return {"success": False, "message": message} + + +def _success_response(message: str) -> Dict[str, any]: + """统一成功响应格式""" + return {"success": True, "message": message} + + +def _get_timestamped_name(base_name: str, extension: str = "") -> str: + """生成带时间戳的名称""" + timestamp = int(time.time()) + return f"{base_name}_{timestamp}{extension}" + + +def _ensure_deleted_dir(demo_dir: Path) -> Path: + """确保.deleted目录存在并返回路径""" + deleted_dir = demo_dir.resolve() / '.deleted' + deleted_dir.mkdir(parents=True, exist_ok=True) + return deleted_dir + + +def _validate_json_file(file_path: Path) -> Optional[str]: + """验证文件存在且为JSON文件，返回错误消息或None""" + if not file_path.exists(): + return "文件不存在" + if not file_path.is_file(): + return "路径不是文件" + if file_path.suffix != '.json': + return "只能操作JSON文件" + return None + + +def _validate_folder(folder_path: Path) -> Optional[str]: + """验证文件夹存在，返回错误消息或None""" + if not folder_path.exists(): + return "文件夹不存在" + if not folder_path.is_dir(): + return "路径不是文件夹" + return None + + +# ==================== 文件系统操作函数 ==================== +# 核心路径处理函数已移至 backend/path_utils.py + +def list_demo_items(demo_dir: Path, path: str = "") -> Dict[str, any]: + """返回指定路径下的文件夹和文件列表，自动忽略隐藏文件夹""" + normalized_path = _normalize_path(path) + target_dir = resolve_demo_path(demo_dir, normalized_path) + + if not target_dir or not target_dir.exists(): + return {"path": normalized_path, "items": []} + + items = [] + + try: + for item_path in target_dir.iterdir(): + if item_path.name.startswith('.'): + continue + + if item_path.is_dir(): + items.append({ + "type": "folder", + "name": item_path.name, + "path": _build_api_path(normalized_path, item_path.name) + }) + elif item_path.is_file() and item_path.suffix == '.json': + items.append({ + "type": "file", + "name": item_path.stem, + "path": _build_api_path(normalized_path, item_path.name) + }) + except Exception as e: + import traceback + print(f"❌ 扫描目录失败: {e}") + traceback.print_exc() + return {"path": normalized_path, "items": []} + + # 排序：文件夹在前，文件在后，各自按名称排序 + folders = sorted([item for item in items if item["type"] == "folder"], key=lambda x: x["name"]) + files = sorted([item for item in items if item["type"] == "file"], key=lambda x: x["name"]) + + return {"path": path, "items": folders + files} + + +def get_all_folders(demo_dir: Path, exclude_path: Optional[str] = None) -> List[str]: + """递归获取所有文件夹列表（用于移动操作），自动忽略隐藏文件夹""" + folders = [] + + def _scan_directory(current_dir: Path, current_path: str): + """递归扫描目录""" + try: + for item in current_dir.iterdir(): + if item.name.startswith('.'): + continue + + if item.is_dir(): + folder_path = _build_api_path(current_path, item.name) + + if exclude_path and (folder_path == exclude_path or folder_path.startswith(exclude_path + "/")): + continue + + folders.append(folder_path) + _scan_directory(item, folder_path) + except Exception as e: + import traceback + print(f"❌ 扫描文件夹失败: {e}") + traceback.print_exc() + + _scan_directory(demo_dir, "/") + folders.insert(0, "/") + return folders + + +def move_demo_file(demo_dir: Path, source_path: str, target_path: str) -> Dict[str, any]: + """移动demo文件""" + source_file = resolve_demo_path(demo_dir, source_path) + if not source_file: + return _error_response(f"源文件不存在: {source_path}") + + error_msg = _validate_json_file(source_file) + if error_msg: + return _error_response(f"源文件{error_msg}: {source_path}" if "不存在" not in error_msg else error_msg) + + target_dir = resolve_demo_path(demo_dir, target_path) + if not target_dir: + return _error_response(f"无效的目标路径: {target_path}") + + target_dir.mkdir(parents=True, exist_ok=True) + target_file = target_dir / source_file.name + + if target_file.exists() and target_file != source_file: + return _error_response(f"目标位置已存在同名文件: {source_file.name}") + + try: + shutil.move(str(source_file), str(target_file)) + return _success_response(f"文件已移动到 {target_path}") + except Exception as e: + return _error_response(f"移动失败: {str(e)}") + + +def rename_demo_file(demo_dir: Path, file_path: str, new_name: str) -> Dict[str, any]: + """重命名demo文件""" + from backend.data_utils import sanitize_demo_name + + source_file = resolve_demo_path(demo_dir, file_path) + if not source_file: + return _error_response(f"文件不存在: {file_path}") + + error_msg = _validate_json_file(source_file) + if error_msg: + return _error_response(error_msg) + + safe_name = sanitize_demo_name(new_name) + if not safe_name: + return _error_response("新名称无效") + + target_file = source_file.parent / f"{safe_name}.json" + + if target_file.exists() and target_file != source_file: + return _error_response(f"文件 '{safe_name}.json' 已存在") + + try: + source_file.rename(target_file) + return _success_response(f"文件已重命名为 '{safe_name}.json'") + except Exception as e: + return _error_response(f"重命名失败: {str(e)}") + + +def move_folder(demo_dir: Path, source_path: str, target_path: str) -> Dict[str, any]: + """移动文件夹（递归）""" + source_folder = resolve_demo_path(demo_dir, source_path) + if not source_folder: + return _error_response(f"源文件夹不存在: {source_path}") + + error_msg = _validate_folder(source_folder) + if error_msg: + return _error_response(f"源{error_msg}: {source_path}" if "不存在" not in error_msg else error_msg) + + target_dir = resolve_demo_path(demo_dir, target_path) + if not target_dir: + return _error_response(f"无效的目标路径: {target_path}") + + target_dir.mkdir(parents=True, exist_ok=True) + target_folder = target_dir / source_folder.name + + if target_folder.exists(): + return _error_response(f"目标位置已存在同名文件夹: {source_folder.name}") + + # 检查是否尝试移动到自己的子目录 + if check_path_in_demo_dir(target_folder.resolve(), source_folder.resolve()): + return _error_response("不能将文件夹移动到自己的子目录") + + try: + shutil.move(str(source_folder), str(target_folder)) + return _success_response(f"文件夹已移动到 {target_path}") + except Exception as e: + return _error_response(f"移动失败: {str(e)}") + + +def rename_folder(demo_dir: Path, folder_path: str, new_name: str) -> Dict[str, any]: + """重命名文件夹""" + from backend.data_utils import sanitize_demo_name + + source_folder = resolve_demo_path(demo_dir, folder_path) + if not source_folder: + return _error_response(f"文件夹不存在: {folder_path}") + + error_msg = _validate_folder(source_folder) + if error_msg: + return _error_response(error_msg) + + safe_name = sanitize_demo_name(new_name) + if not safe_name: + return _error_response("新名称无效") + + target_folder = source_folder.parent / safe_name + + if target_folder.exists(): + return _error_response(f"文件夹 '{safe_name}' 已存在") + + try: + source_folder.rename(target_folder) + return _success_response(f"文件夹已重命名为 '{safe_name}'") + except Exception as e: + return _error_response(f"重命名失败: {str(e)}") + + +def create_folder(demo_dir: Path, parent_path: str, folder_name: str) -> Dict[str, any]: + """创建新文件夹""" + from backend.data_utils import sanitize_demo_name + + parent_dir = resolve_demo_path(demo_dir, parent_path) + if not parent_dir: + return _error_response(f"无效的父路径: {parent_path}") + + safe_name = sanitize_demo_name(folder_name) + if not safe_name: + return _error_response("文件夹名称无效") + + target_folder = parent_dir / safe_name + + if target_folder.exists(): + return _error_response(f"文件夹 '{safe_name}' 已存在") + + try: + target_folder.mkdir(parents=True, exist_ok=False) + return _success_response(f"文件夹 '{safe_name}' 已创建") + except Exception as e: + return _error_response(f"创建失败: {str(e)}") + + +def delete_folder(demo_dir: Path, folder_path: str) -> Dict[str, any]: + """删除文件夹（移动到 .deleted 隐藏目录）""" + source_folder = resolve_demo_path(demo_dir, folder_path) + if not source_folder: + return _error_response(f"文件夹不存在: {folder_path}") + + error_msg = _validate_folder(source_folder) + if error_msg: + return _error_response(error_msg) + + deleted_dir = _ensure_deleted_dir(demo_dir) + target_folder = deleted_dir / source_folder.name + + if target_folder.exists(): + target_folder = deleted_dir / _get_timestamped_name(source_folder.name) + + try: + shutil.move(str(source_folder), str(target_folder)) + return _success_response("文件夹已移动到 .deleted 目录") + except Exception as e: + return _error_response(f"删除失败: {str(e)}") + + +def delete_demo_file(demo_dir: Path, file_path: str) -> Dict[str, any]: + """删除demo文件（移动到 .deleted 隐藏目录）""" + demo_dir_resolved = demo_dir.resolve() + source_file = resolve_demo_path(demo_dir_resolved, file_path) + + if not source_file: + return _error_response(f"文件不存在: {file_path}") + + error_msg = _validate_json_file(source_file) + if error_msg: + return _error_response(error_msg) + + try: + relative_path = source_file.relative_to(demo_dir_resolved) + except ValueError: + return _error_response("无效的文件路径") + + deleted_dir = _ensure_deleted_dir(demo_dir_resolved) + target_file = deleted_dir / relative_path + target_parent = target_file.parent + target_parent.mkdir(parents=True, exist_ok=True) + + if target_file.exists(): + target_file = target_parent / _get_timestamped_name(source_file.stem, ".json") + + try: + shutil.move(str(source_file), str(target_file)) + return _success_response(f"文件已移动到 .deleted 目录: {relative_path.as_posix()}") + except Exception as e: + return _error_response(f"删除失败: {str(e)}") + diff --git a/backend/device.py b/backend/device.py new file mode 100644 index 0000000000000000000000000000000000000000..ea2a37ced97a06293ed954f8beee084503d101b4 --- /dev/null +++ b/backend/device.py @@ -0,0 +1,97 @@ +"""设备管理：CPU/CUDA/MPS 检测与内存统计""" + +import os +import torch + + +class DeviceManager: + """设备管理工具类，统一处理设备相关的操作""" + + @staticmethod + def clear_cache(device: torch.device) -> None: + """清理设备缓存""" + if device.type == "cuda": + torch.cuda.empty_cache() + elif device.type == "mps": + torch.mps.empty_cache() + + @staticmethod + def synchronize(device: torch.device) -> None: + """同步设备操作""" + if device.type == "cuda": + torch.cuda.synchronize() + elif device.type == "mps": + torch.mps.synchronize() + + @staticmethod + def get_device() -> torch.device: + """ + 获取计算设备 + 优先级：1. FORCE_CPU=1 强制 CPU 2. cuda > mps > cpu + """ + if os.environ.get('FORCE_CPU') == '1': + return torch.device("cpu") + if torch.cuda.is_available(): + return torch.device("cuda") + if hasattr(torch.backends, 'mps') and torch.backends.mps.is_available(): + return torch.device("mps") + return torch.device("cpu") + + @staticmethod + def get_device_name(device: torch.device) -> str: + """获取设备显示名称""" + if device.type == "cuda": + return "GPU" + elif device.type == "mps": + return "Apple Silicon" + else: + return "CPU" + + @staticmethod + def print_model_load_stats(model: torch.nn.Module, load_time: float) -> None: + """打印模型加载统计信息（大小、时间、速度）""" + # 计算模型大小 + model_size_bytes = sum(p.numel() * p.element_size() for p in model.parameters()) + model_size_mb = model_size_bytes / (1024 * 1024) + # 计算加载速度 + load_speed_mb_per_sec = model_size_mb / load_time if load_time > 0 else 0 + # 格式化大小 + size_str = f"{model_size_mb:.1f}MB" if model_size_mb < 1024 else f"{model_size_mb / 1024:.2f}GB" + # 格式化时间 + if load_time < 1: + time_str = f"{load_time * 1000:.1f}ms" + elif load_time < 60: + time_str = f"{load_time:.2f}s" + else: + time_str = f"{int(load_time // 60)}m{load_time % 60:.1f}s" + print(f"✅ 模型加载完成 [大小: {size_str}, 耗时: {time_str}, 速度: {load_speed_mb_per_sec:.1f}MB/s]") + + @staticmethod + def print_cuda_memory_summary(title="GPU 内存统计", device=0): + """打印详细的 CUDA 内存统计信息""" + if not torch.cuda.is_available(): + return + print(f"\n{'='*60}") + print(f"🔍 {title}") + print(f"{'='*60}") + # 基本统计 + allocated = torch.cuda.memory_allocated(device) / 1024**3 + reserved = torch.cuda.memory_reserved(device) / 1024**3 + max_allocated = torch.cuda.max_memory_allocated(device) / 1024**3 + total = torch.cuda.get_device_properties(device).total_memory / 1024**3 + print(f"📊 总显存: {total:.2f} GB") + print(f"✅ 已分配 (allocated): {allocated:.2f} GB ({allocated/total*100:.1f}%)") + print(f"📦 已预留 (reserved): {reserved:.2f} GB ({reserved/total*100:.1f}%)") + print(f"📈 峰值分配: {max_allocated:.2f} GB") + print(f"💚 可用空间: {total - reserved:.2f} GB ({(total-reserved)/total*100:.1f}%)") + print(f"🔸 碎片化: {reserved - allocated:.2f} GB") + # 详细统计（简化版） + try: + stats = torch.cuda.memory_stats(device) + num_allocs = stats.get("num_alloc_retries", 0) + num_ooms = stats.get("num_ooms", 0) + if num_allocs > 0 or num_ooms > 0: + print(f"⚠️ 分配重试: {num_allocs} 次, OOM: {num_ooms} 次") + except Exception: + pass + print(f"{'='*60}\n") diff --git a/backend/language_checker.py b/backend/language_checker.py new file mode 100644 index 0000000000000000000000000000000000000000..a0e5b38d4128e1b8724a840ee10f3ba4532e19b6 --- /dev/null +++ b/backend/language_checker.py @@ -0,0 +1,422 @@ +import torch +import gc +from typing import Callable, Dict, List, Optional, Tuple + +from .api.utils import round_to_sig_figs +from .pred_topk_format import pred_topk_pairs_from_flat_ids_and_probs +from .class_register import register_model, REGISTERED_MODELS +from .device import DeviceManager +from .model_manager import ensure_model_loaded +from .runtime_config import load_runtime_config, DEFAULT_TOPK +from model_paths import DEFAULT_MODEL, MODEL_PATHS, SEMANTIC_MODEL_PATHS, resolve_hf_path + +# 按 id(model) 缓存「仅含 BOS/等价起始符一步 forward」得到的末位词表 logits（全词表，不随分析文本变） +_bos_first_position_logits_cache: Dict[int, torch.Tensor] = {} + + +def compute_first_token_lm_with_bos_prefix_cache( + model: torch.nn.Module, + tokenizer, + device: torch.device, + first_token_id: int, + effective_topk: int, +) -> Tuple[float, List[Tuple[str, float]]]: + """ + 首 token 无左文时的 workaround：与旧版 BOS 前缀一致，对单 token 输入 [bos] 做一步 forward， + 将末位 logits（预测首段文本第一个 token 的分布）缓存到 CPU，再在 CPU 上 softmax/topk。 + + 同一 model 实例复用同一份词表 logits，不在每次分析时重复 forward。 + """ + mid = id(model) + if mid not in _bos_first_position_logits_cache: + if tokenizer.bos_token_id is not None: + bos_id = int(tokenizer.bos_token_id) + elif tokenizer.eos_token_id is not None: + bos_id = int(tokenizer.eos_token_id) + else: + bos_id = 0 + with torch.inference_mode(): + bos_in = torch.tensor([[bos_id]], device=device, dtype=torch.long) + out = model(input_ids=bos_in) + # [V]：在 BOS 条件下预测「第一个文本 token」的分布 + row = out.logits[0, -1, :].detach().float() + _bos_first_position_logits_cache[mid] = row.cpu() + + logits = _bos_first_position_logits_cache[mid] + probs = torch.softmax(logits, dim=-1) + p = float(probs[first_token_id].item()) + + topk_vals, topk_inds = torch.topk(probs, k=min(effective_topk, probs.shape[0]), dim=-1) + topk_vals = topk_vals.float().numpy() + topk_inds_flat = topk_inds.flatten().tolist() + topk_tokens_decoded = tokenizer.batch_decode( + [[tid] for tid in topk_inds_flat], + skip_special_tokens=False, + ) + pred_topk = [ + (topk_tokens_decoded[j], round_to_sig_figs(float(topk_vals[j]))) + for j in range(len(topk_tokens_decoded)) + ] + return p, pred_topk + + +class AbstractLanguageChecker: + """ + Abstract Class that defines the Backend API of GLTR. + + To extend the GLTR interface, you need to inherit this and + fill in the defined functions. + """ + + def __init__(self): + """ + In the subclass, you need to load all necessary components + for the other functions. + Typically, this will comprise a tokenizer and a model. + """ + self.device = DeviceManager.get_device() + + + def analyze_text(self, in_text): + """ + Function that GLTR interacts with to analyze text and get token probabilities + + Params: + - in_text: str -- The text that you want to analyze + - topk: int, optional -- Desired pred_topk count (default from runtime_config.DEFAULT_TOPK) + + Output: + - payload: dict -- The wrapper for results in this function, described below + + Payload values + ============== + bpe_strings: list of dict -- Each dict contains {"offset": [start, end], "raw": str, + "real_topk": [rank, prob], "pred_topk": [(token, prob), ...]} + - offset: character offsets in the original text [start, end] + - raw: token text extracted from original text + - real_topk: (ranking, prob) of each token（优先级默认0） + - pred_topk: top-k 候选列表（若不可用则为空数组） + """ + raise NotImplementedError + + + +@register_model(name='qwen2.5-0.5b') +class QwenLM(AbstractLanguageChecker): + """ + Qwen 系列模型支持 + 默认使用 Qwen2.5-0.5B Base 模型（适合计算 surprisal 和信息量） + """ + def __init__(self, model_path=None, model_name=None): + super(QwenLM, self).__init__() + model_name = model_name or getattr(self.__class__, '_registered_model_name', DEFAULT_MODEL) + if model_path is not None and str(model_path).strip(): + resolved = str(model_path).strip() + else: + resolved = resolve_hf_path(model_name) + + # 加载运行时配置（支持部分覆盖） + self._load_runtime_config(model_name) + + self.tokenizer, self.model, self.device = ensure_model_loaded(resolved) + + # ============================================================ + # 关于 torch.compile() 的性能优化讨论结论： + # + # CPU 环境： + # - 成本 > 收益，不推荐使用 + # + # CUDA 环境（如果未来升级到 GPU Space）： + # - 加速比：30-70%（显著提升） + # - 编译时间：相对推理时间更短 + # - Triton 内核优化：显著减少显存读写 + # - 结论：强烈推荐使用，需配合预热确保形状覆盖 + # 如需启用，可在此处添加： + # if torch.cuda.is_available() and hasattr(torch, 'compile'): + # self.model = torch.compile(self.model, mode="default") + # # 并在启动时运行预热推理覆盖 chunk_size 长度 + # ============================================================ + + # 初始化分析计数器（用于控制GPU内存统计打印频率） + self._analysis_count = 0 + + def _load_runtime_config(self, model_name: Optional[str]): + """ + 加载运行时配置：基于模型和平台的四层配置合并 + + Args: + model_name: 模型标识符（如 'qwen3-1.7b'） + """ + # 调用配置模块的完整加载流程 + # 返回: (platform, max_token_length, chunk_size) + self.platform, self.max_length, self.chunk_size = load_runtime_config( + model_name=model_name or "default_model" + ) + + def _encode_text(self, in_text: str) -> Tuple[torch.Tensor, List[Tuple[int, int]]]: + """编码文本并返回 token_ids 和 offsets""" + # 使用 tokenizer 的原生截断功能 + enc_out = self.tokenizer( + in_text, + return_tensors='pt', + return_offsets_mapping=True, + max_length=self.max_length, + truncation=True + ) + token_ids = enc_out['input_ids'] + token_offsets = enc_out['offset_mapping'][0].tolist() + + # 通过最后一个 offset 和文本长度对比判断是否截断 + if token_offsets: + last_offset_end = token_offsets[-1][1] + if last_offset_end < len(in_text): + # 文本被截断了，警告token截断信息，和字数截断信息 + print(f"⚠️ 文本过长，已截断至前 {self.max_length} token ({len(in_text)} char -> {last_offset_end} char)") + + token_ids = token_ids.to(self.device) + + return token_ids, token_offsets + + def _run_inference_and_process_chunked( + self, + token_ids: torch.Tensor, + effective_topk: int, + progress_callback: Optional[Callable[[int, int, str, Optional[int]], None]] = None + ) -> Tuple[List[List[Tuple[str, float]]], List[float]]: + """ + 分块推理并即时处理：核心内存优化逻辑 + 利用 KV Cache 分段计算 Logits，计算完立即释放，避免保留全量 Logits。 + + 数值说明：在 float16（如 MPS）上，在「仅前缀 forward」vs「整段 forward」同位置 logits 的逐元素对比，可能出现微小差异； + float16（MPS/CUDA）可能因实现路径出现约 1%的 量级差，非掩码错误。CPU float32 下则完全一致。 + """ + seq_len = token_ids.shape[1] + + # 使用初始化时根据平台确定的 chunk_size + chunk_size = self.chunk_size + + real_probs_list = [] + pred_topk_list = [] + past_key_values = None + + # 预先清理 + DeviceManager.clear_cache(self.device) + + full_input_ids = token_ids + + # 因果 LM：logits[i] 预测 input_ids[i+1]；首 token 无左文，不在此循环中计分 + + # 我们使用 past_key_values 增量推理 + # 第一次：输入 input_ids[:, :chunk_size]，输出 logits 对应位置 0..chunk_size-1 (预测 1..chunk_size) + + total_chunks = (seq_len + chunk_size - 1) // chunk_size + + with torch.inference_mode(): + for i in range(total_chunks): + start_idx = i * chunk_size + end_idx = min((i + 1) * chunk_size, seq_len) + current_chunk_len = end_idx - start_idx + + # 准备输入（统一逻辑，避免边界 token 重复） + if i == 0: + input_chunk = full_input_ids[:, :end_idx] + else: + input_chunk = full_input_ids[:, start_idx:end_idx] + + # 1. 运行推理 + outputs = self.model( + input_ids=input_chunk, + past_key_values=past_key_values, + use_cache=True + ) + + past_key_values = outputs.past_key_values + + logits = outputs.logits + + # 获取 targets + # full_input_ids[:, 1:] 是所有 targets + # 当前块 targets 范围: [start_idx : end_idx] + chunk_targets = full_input_ids[:, 1+start_idx : 1+end_idx] + valid_len = chunk_targets.shape[1] + if valid_len == 0: + continue + # 最后一块覆盖到序列末尾时，最后一个 logit 位预测的是「下一 token」，需裁掉 + current_logits = logits[:, :valid_len, :] + + # 2. 处理当前块的 Softmax 和 TopK + probs_chunk = torch.softmax(current_logits, dim=2) + + # 提取真实概率 + chunk_target_probs = torch.gather(probs_chunk, 2, chunk_targets.unsqueeze(-1)) + real_probs_list.extend(chunk_target_probs.flatten().detach().cpu().float().numpy().tolist()) + + # 提取 TopK + # 由于 chunk_size 已确保小于 MPS_TOPK_BUG_THRESHOLD，所以直接计算 + topk_vals, topk_inds = torch.topk(probs_chunk, k=effective_topk, dim=2) + chunk_pred_topk = self._decode_topk_tokens( + topk_vals, topk_inds, effective_topk, valid_len + ) + pred_topk_list.extend(chunk_pred_topk) + + # 3. 立即释放内存 + del logits + del current_logits + del probs_chunk + del chunk_target_probs + # outputs 会在下一次循环时被覆盖，无需手动处理 + + # 进度更新（基于实际处理的 token 数量） + if progress_callback: + pct = int(end_idx / seq_len * 100) # 推理阶段独立的 0-100% + progress_callback(2, 3, 'inference', pct) + + # 循环结束，清理 KV Cache + del past_key_values + DeviceManager.clear_cache(self.device) + + return pred_topk_list, real_probs_list + + def _decode_topk_tokens( + self, + topk_prob_values: torch.Tensor, + topk_prob_inds: torch.Tensor, + effective_topk: int, + seq_len: int + ) -> List[List[Tuple[str, float]]]: + """解码 TopK tokens 并构建预测列表（长度等于参与 topk 的序列长度）""" + topk_prob_values_cpu = topk_prob_values[0].detach().cpu().float().numpy() + topk_prob_inds_flat = topk_prob_inds[0].cpu().flatten().tolist() + probs_flat = topk_prob_values_cpu.flatten().tolist() + flat_pairs = pred_topk_pairs_from_flat_ids_and_probs( + topk_prob_inds_flat, probs_flat, self.tokenizer + ) + return [ + flat_pairs[i * effective_topk : (i + 1) * effective_topk] + for i in range(seq_len) + ] + + def _build_bpe_strings( + self, + token_offsets: List[Tuple[int, int]], + real_topk: List[Tuple[int, float]], + pred_topk: List[List[Tuple[str, float]]], + in_text: str + ) -> List[Dict]: + """构建最终的 BPE 字符串列表""" + # 确保长度一致 + min_len = min(len(token_offsets), len(real_topk), len(pred_topk) if pred_topk else len(token_offsets)) + + bpe_strings = [] + for idx in range(min_len): + start, end = token_offsets[idx] + raw_text = in_text[start:end] if start < end else "" + token_payload = { + "offset": [start, end], + "raw": raw_text, + "real_topk": list(real_topk[idx]), + "pred_topk": pred_topk[idx] if pred_topk else [] + } + bpe_strings.append(token_payload) + + return bpe_strings + + def analyze_text(self, in_text: str, progress_callback: Optional[Callable[[int, int, str, Optional[int]], None]] = None) -> Dict[str, List[Dict]]: + """ + 计算文本中每个 token 的概率 + + 进度回调参数: (step: int, total_steps: int, stage: str, percentage: Optional[int]) + - step: 当前步骤 (1-based) + - total_steps: 总步骤数 (固定为 3) + - stage: 阶段名称 (encoding/inference/processing) + - percentage: 可选的百分比，仅在 inference 阶段提供 + """ + TOTAL_STEPS = 3 + + try: + # Step 1: 编码文本 + if progress_callback: + progress_callback(1, TOTAL_STEPS, 'encoding', None) + token_ids, token_offsets = self._encode_text(in_text) + + # Step 2: 分块推理并处理（带百分比进度） + # 这取代了原来的 _run_model_inference, MPS 流式处理, 和 _process_topk + + if progress_callback: + progress_callback(2, 3, 'inference', 0) + pred_topk, real_topk_probs = self._run_inference_and_process_chunked( + token_ids, DEFAULT_TOPK, progress_callback + ) + + # Step 3: 构建结果 + if progress_callback: + progress_callback(3, TOTAL_STEPS, 'processing', None) + + if token_ids.shape[1] >= 1: + p0, pred0 = compute_first_token_lm_with_bos_prefix_cache( + self.model, + self.tokenizer, + self.device, + int(token_ids[0, 0].item()), + DEFAULT_TOPK, + ) + pred_topk.insert(0, pred0) + real_topk_probs.insert(0, p0) + + seq_len = len(real_topk_probs) + real_topk = list(zip([0] * seq_len, [round_to_sig_figs(p) for p in real_topk_probs])) + + bpe_strings = self._build_bpe_strings(token_offsets, real_topk, pred_topk, in_text) + + # 最终清理 + DeviceManager.clear_cache(self.device) + gc.collect() + + # 更新分析计数器 + self._analysis_count += 1 + + # 打印分析任务完成后的内存统计（第1、11、21...次分析后打印） + if self.device.type == "cuda" and (self._analysis_count - 1) % 10 == 0: + device_idx = self.device.index if self.device.index is not None else 0 + DeviceManager.print_cuda_memory_summary(device=device_idx) + + return {'bpe_strings': bpe_strings} + + except Exception as e: + import traceback + print(f"❌ Error in QwenLM.analyze_text: {e}") + traceback.print_exc() + return {'bpe_strings': []} + + # _cleanup_tensors 方法已被移除，因为不再需要显式清理小张量 + + +# ============================================================ +# 自动注册：根据 MODEL_PATHS 与 SEMANTIC_MODEL_PATHS 自动注册所有模型 +# ============================================================ +# 只需要在 model_paths.py 中添加模型路径，即可自动注册 +# 无需手动创建子类，实现 DRY 原则 +def _auto_register_models(): + """自动注册 MODEL_PATHS 与 SEMANTIC_MODEL_PATHS 中的所有模型""" + for model_name in (*MODEL_PATHS.keys(), *SEMANTIC_MODEL_PATHS.keys()): + if model_name not in REGISTERED_MODELS: + # 动态创建模型类并注册 + # 使用闭包捕获当前 model_name + def make_init(): + def __init__(self): + QwenLM.__init__(self) + return __init__ + + model_class = type( + f'QwenLM_{model_name.replace(".", "_").replace("-", "_")}', + (QwenLM,), + { + '__init__': make_init(), + '__doc__': f'{model_name} 模型支持（自动注册）' + } + ) + register_model(model_name)(model_class) + +# 执行自动注册 +_auto_register_models() + diff --git a/backend/load_utils.py b/backend/load_utils.py new file mode 100644 index 0000000000000000000000000000000000000000..c5b077aadd14f95b19fe55628a44eb9e3288f02c --- /dev/null +++ b/backend/load_utils.py @@ -0,0 +1,69 @@ +"""HuggingFace 模型下载与加载：下载独立，加载仅考虑本地""" + +import json +import os +from typing import Callable, TypeVar + +T = TypeVar("T") + +# 与 transformers 的 checkpoint 命名一致 +_SAFE_WEIGHTS = "model.safetensors" +_SAFE_WEIGHTS_INDEX = "model.safetensors.index.json" +_WEIGHTS = "pytorch_model.bin" +_WEIGHTS_INDEX = "pytorch_model.bin.index.json" + + +def _is_model_cache_complete(local_path: str) -> bool: + """ + 本地检查模型权重是否完整。与 transformers 的 _get_resolved_checkpoint_files 逻辑一致。 + """ + def _p(f: str) -> str: + return os.path.join(local_path, f) + + if os.path.isfile(_p(_SAFE_WEIGHTS)): + return True + index_file = _p(_SAFE_WEIGHTS_INDEX) + if os.path.isfile(index_file): + with open(index_file) as f: + index = json.load(f) + shards = set(index.get("weight_map", {}).values()) + return all(os.path.isfile(_p(s)) for s in shards) + if os.path.isfile(_p(_WEIGHTS)): + return True + index_file = _p(_WEIGHTS_INDEX) + if os.path.isfile(index_file): + with open(index_file) as f: + index = json.load(f) + shards = set(index.get("weight_map", {}).values()) + return all(os.path.isfile(_p(s)) for s in shards) + return False + + +def ensure_model_local(model_path: str, *, force_download: bool = False) -> str: + """ + 确保模型在本地可用，返回本地路径。 + - 本地目录：直接返回 + - HuggingFace ID：优先用本地缓存（不联网），缓存不完整时 force_download 可触发下载 + """ + if os.path.isdir(model_path): + return model_path + if "/" in model_path and not os.path.exists(model_path): + from huggingface_hub import snapshot_download + if force_download: + return snapshot_download(model_path) + try: + path = snapshot_download(model_path, local_files_only=True) + if not _is_model_cache_complete(path): + return snapshot_download(model_path) + return path + except Exception: + return snapshot_download(model_path) + return model_path + + +def resolve_and_load(model_path: str, loader: Callable[[str, bool], T]) -> T: + """ + 先确保模型本地可用，再加载。加载时始终使用 local_files_only=True。 + """ + path = ensure_model_local(model_path) + return loader(path, True) diff --git a/backend/logging_config.py b/backend/logging_config.py new file mode 100644 index 0000000000000000000000000000000000000000..d88a4eb30a8cd75dec35000837156eb605fb230f --- /dev/null +++ b/backend/logging_config.py @@ -0,0 +1,37 @@ +""" +日志配置模块 +统一管理应用的日志配置 +""" + +import logging + + +def configure_logging(app=None): + """ + 配置应用日志：完全屏蔽所有连接和请求相关的日志 + + Args: + app: Connexion/Flask 应用实例（可选） + """ + # 屏蔽第三方库的日志 + logging.getLogger('werkzeug').setLevel(logging.CRITICAL) + logging.getLogger('connexion').setLevel(logging.CRITICAL) + logging.getLogger('flask_cors').setLevel(logging.CRITICAL) + logging.getLogger('flask').setLevel(logging.CRITICAL) + logging.getLogger('urllib3').setLevel(logging.CRITICAL) + logging.getLogger('transformers').setLevel(logging.CRITICAL) + logging.getLogger('torch').setLevel(logging.CRITICAL) + + # 设置根日志级别，只显示严重错误 + logging.basicConfig(level=logging.CRITICAL, format='%(message)s') + + # 配置 Flask app logger（如果提供了应用实例） + if app: + try: + app.app.logger.setLevel(logging.CRITICAL) + # 禁用 Werkzeug 的访问日志 + import werkzeug.serving + werkzeug.serving.WSGIRequestHandler.log_request = lambda *args, **kwargs: None + except Exception: + pass + diff --git a/backend/model_loader.py b/backend/model_loader.py new file mode 100644 index 0000000000000000000000000000000000000000..d3d90da5f595996e92b94e701f214a1ec7825b64 --- /dev/null +++ b/backend/model_loader.py @@ -0,0 +1,169 @@ +""" +Causal LM 模型加载：设备策略与加载逻辑统一封装 + +供 language_checker.QwenLM（信息密度分析）与 model_manager.ensure_model_loaded 共用， +消除重复的设备分支、量化配置、加载后处理等逻辑。 + +加载策略说明： +- INT8 量化：bitsandbytes 8bit，device_map="cpu"/"auto"，减少约 4 倍内存 +- CPU 手动模式：无 device_map，.to(device)，默认 float32 +- GPU/MPS 自动模式：device_map="auto"，float16 + +dtype/设备与因果 LM 在「仅前缀 forward」vs「整段 forward」同位置 logits 的逐元素对比： +float32（CPU）常完全一致；float16（MPS/CUDA）可能因实现路径出现约 1e-2 量级差，非掩码错误。 +复现与说明见 scripts/reproduce_logits_triple_path.py、scripts/prove_fp16_gemm_shape_sensitivity.py。 +""" + +import os +import time +from typing import Any, Dict, Optional + +import torch +from transformers import AutoModelForCausalLM, AutoTokenizer +from transformers.utils import is_flash_attn_2_available + +from .device import DeviceManager +from .load_utils import resolve_and_load +from .quantization_config import get_quantization_config + + +def get_device_load_strategy(device: torch.device) -> Dict[str, Any]: + """ + 根据设备推断加载策略（device_map、dtype、use_int8 等）。 + + 打印设备模式说明，与 QwenLM 风格一致。 + 环境变量：FORCE_INT8=1 / CPU_FORCE_BFLOAT16=1 + 返回供 load_causal_lm 使用的参数字典。 + """ + qconfig = get_quantization_config(device) + use_int8 = qconfig.use_int8 + device_map = None + dtype = qconfig.dtype + use_low_cpu_mem = False + + if device.type == "cpu": + print("🔧 CPU 模式：手动控制设备分配") + if use_int8: + device_map = "cpu" + print("⚠️ 启用 INT8 量化（FORCE_INT8=1，实验性，在某些情况下会降低性能）") + elif dtype == torch.bfloat16: + use_low_cpu_mem = True + print("⚠️ 启用 bfloat16（CPU_FORCE_BFLOAT16=1，需硬件支持 AVX-512_BF16 或 AMX，否则可能极慢）") + else: + use_low_cpu_mem = True + print("🔧 dtype: float32") # 默认: float32 + elif device.type == "cuda": + print("🔧 CUDA 模式：自动设备分配") + device_map = "auto" + use_low_cpu_mem = True + if use_int8: + print("⚠️ 启用 INT8 量化（FORCE_INT8=1）") + else: + print("🔧 dtype: float16") + print("🔧 device_map: auto") + else: + # MPS 模式：自动设备分配 + float16（MPS 不支持 INT8 量化） + print(f"🔧 {device.type.upper()} 模式：自动设备分配") + if os.environ.get("FORCE_INT8") == "1": + print("⚠️ MPS 不支持 INT8 量化，已忽略 FORCE_INT8=1 环境变量") + device_map = "auto" + use_low_cpu_mem = True + print("🔧 dtype: float16") + print("🔧 device_map: auto") + + return { + "device_map": device_map, + "dtype": dtype, + "use_low_cpu_mem": use_low_cpu_mem, + "use_int8": use_int8, + } + + +def attn_implementation_for_device(device: torch.device) -> str: + """ + 非 CUDA：eager，兼容性最好（CPU / MPS 等）。 + CUDA：已安装 flash-attn 时用 flash_attention_2；否则 eager（不使用 sdpa）。 + """ + if device.type != "cuda": + return "eager" + if is_flash_attn_2_available(): + return "flash_attention_2" + return "eager" + + +def load_causal_lm( + model_path: str, + device: torch.device, + *, + attn_implementation: Optional[str] = None, + extra_model_kwargs: Optional[Dict[str, Any]] = None, +) -> torch.nn.Module: + """ + 加载 Causal LM 模型，统一处理设备策略、量化、加载后处理。 + + Args: + model_path: HuggingFace 模型路径或本地路径 + device: 目标设备 + attn_implementation: 可选；未传时可在外层用 attn_implementation_for_device(device) + extra_model_kwargs: 可选，额外传给 from_pretrained 的参数 + + Returns: + 已 eval() 的模型 + """ + strategy = get_device_load_strategy(device) + device_map = strategy["device_map"] + dtype = strategy["dtype"] + use_low_cpu_mem = strategy["use_low_cpu_mem"] + use_int8 = strategy["use_int8"] + + load_kw: Dict[str, Any] = { + "trust_remote_code": True, + "low_cpu_mem_usage": use_low_cpu_mem or use_int8, + } + if attn_implementation is not None: + load_kw["attn_implementation"] = attn_implementation + if extra_model_kwargs: + load_kw.update(extra_model_kwargs) + + def _load(path: str, lf: bool): + kw = dict(local_files_only=lf, **load_kw) + if use_int8: + from transformers import BitsAndBytesConfig + return AutoModelForCausalLM.from_pretrained( + path, + quantization_config=BitsAndBytesConfig(load_in_8bit=True), + device_map=device_map, + **kw, + ) + if device_map: + return AutoModelForCausalLM.from_pretrained( + path, + device_map=device_map, + dtype=dtype, + **kw, + ) + return AutoModelForCausalLM.from_pretrained( + path, dtype=dtype, **kw + ).to(device) + + t0 = time.perf_counter() + model = resolve_and_load(model_path, _load) + load_time = time.perf_counter() - t0 + + DeviceManager.print_model_load_stats(model, load_time) + model.eval() + if device.type == "cuda": + device_idx = device.index if device.index is not None else 0 + DeviceManager.print_cuda_memory_summary(device=device_idx) + return model + + +def load_tokenizer(model_path: str): + """加载 tokenizer。本地优先时先解析为缓存路径，避免 tokenizer 内部 model_info 联网。""" + + def _load(path: str, lf: bool): + return AutoTokenizer.from_pretrained( + path, trust_remote_code=True, local_files_only=lf + ) + + return resolve_and_load(model_path, _load) diff --git a/backend/model_manager.py b/backend/model_manager.py new file mode 100644 index 0000000000000000000000000000000000000000..3860e3e097f6930972fde0a97f7ae8eb592504d9 --- /dev/null +++ b/backend/model_manager.py @@ -0,0 +1,233 @@ +"""模型管理模块：主槽位与语义槽位对称配置，权重缓存共用。""" +from enum import Enum +import threading + +from backend import REGISTERED_MODELS +from backend.project_registry import ModelRegistry +from backend.device import DeviceManager +from backend.model_loader import attn_implementation_for_device, load_causal_lm, load_tokenizer + +from model_paths import DEFAULT_MODEL, DEFAULT_SEMANTIC_MODEL, resolve_hf_path + +project_registry = ModelRegistry(REGISTERED_MODELS) +_init_lock = threading.Lock() + +# 统一推理锁：信息密度分析与 Semantic 分析共用，确保模型推理串行执行 +_inference_lock = threading.Lock() + +# 按 HuggingFace 路径去重的已加载模型缓存（主分析 / 语义 / 续写共用） +_hf_load_lock = threading.Lock() +_hf_loaded: dict[str, tuple] = {} + + +class ModelSlot(str, Enum): + """与 CLI --model / --semantic_model 对应的两个对等槽位。""" + + MAIN = "main" + SEMANTIC = "semantic" + + +# 启动预载与「全部权重」枚举时使用的槽位顺序（对等、无主次） +CONFIGURED_SLOTS: tuple[ModelSlot, ...] = (ModelSlot.MAIN, ModelSlot.SEMANTIC) + + +def _resolved_hf_path_for_slot(slot: ModelSlot) -> str: + """由应用上下文解析槽位对应的 HuggingFace 路径（或本地路径字符串）。""" + if slot == ModelSlot.MAIN: + try: + from backend.app_context import get_app_context + + context = get_app_context(prefer_module_context=True) + model_name = context.model_name or DEFAULT_MODEL + except RuntimeError: + model_name = DEFAULT_MODEL + return resolve_hf_path(model_name) + if slot == ModelSlot.SEMANTIC: + try: + from backend.app_context import get_args + + raw = getattr(get_args(), "semantic_model", DEFAULT_SEMANTIC_MODEL) + except RuntimeError: + raw = DEFAULT_SEMANTIC_MODEL + return resolve_hf_path(raw) + raise ValueError(f"unknown ModelSlot: {slot!r}") + + +def ensure_slot_weights_loaded(slot: ModelSlot): + """ + 加载指定槽位权重（若未缓存）；主 / 语义完全相同的入口。 + 返回 (tokenizer, model, device)。 + """ + return ensure_model_loaded(_resolved_hf_path_for_slot(slot)) + + +def ensure_model_loaded(resolved_hf_path: str): + """ + 唯一底层加载入口：保证 resolved_hf_path 对应权重已加载。 + 返回 (tokenizer, model, device)，其中 device 为模型参数所在 device。 + """ + with _hf_load_lock: + hit = _hf_loaded.get(resolved_hf_path) + if hit is not None: + return hit + + device = DeviceManager.get_device() + display = resolved_hf_path.split("/")[-1] if "/" in resolved_hf_path else resolved_hf_path + print(f"📦 正在加载模型权重: {display}") + tokenizer = load_tokenizer(resolved_hf_path) + model = load_causal_lm( + resolved_hf_path, + device, + attn_implementation=attn_implementation_for_device(device), + ) + for p in model.parameters(): + p.requires_grad_(False) + model_device = next(model.parameters()).device + device_name = DeviceManager.get_device_name(device) + print(f"✓ {display} 已加载 ({device_name})") + out = (tokenizer, model, model_device) + _hf_loaded[resolved_hf_path] = out + return out + + +def ensure_project_loaded(project_name: str): + """确保项目已加载，如果未加载则加载它""" + if not project_name: + raise ValueError("model name is required") + if not project_registry.is_available(project_name): + raise KeyError(project_name) + try: + return project_registry.ensure_loaded(project_name) + except KeyError: + # Re-raise to allow caller to format message uniformly. + raise + except Exception as exc: # noqa: BLE001 - propagate detailed message + raise RuntimeError(f"模型 '{project_name}' 加载失败: {exc}") from exc + + +def _register_main_qwenlm_if_needed(): + """ + 信息密度路径：在 MAIN 槽位权重已就绪后，注册 project_registry 中的 QwenLM 实例。 + 语义槽位无对应 registry 包装，故仅此槽位需要。 + """ + from backend.app_context import get_app_context + + context = get_app_context(prefer_module_context=True) + selected_name = context.model_name + + if not selected_name: + raise ValueError("未指定模型名称") + + if selected_name in project_registry: + _ensure_default_project_ready(selected_name) + return + + if not project_registry.is_available(selected_name): + raise KeyError(f"模型 '{selected_name}' 未找到，可用模型: {list(REGISTERED_MODELS.keys())}") + + try: + project_registry.load(selected_name) + _ensure_default_project_ready(selected_name) + except Exception as exc: # noqa: BLE001 + raise RuntimeError(f"模型 '{selected_name}' 加载失败: {exc}") from exc + + +def preload_all_slots(): + """ + 启动预载（非 --no_auto_load）：对 CONFIGURED_SLOTS 各解析 HF 路径，去重后加载全部权重， + 再注册主槽位 QwenLM 项目。两槽位在「先加载权重」层面完全对等。 + """ + from backend.app_context import get_app_context + + get_app_context(prefer_module_context=True) + + paths = {_resolved_hf_path_for_slot(s) for s in CONFIGURED_SLOTS} + + with _init_lock: + for path in paths: + ensure_model_loaded(path) + _register_main_qwenlm_if_needed() + + +def ensure_slot_ready(slot: ModelSlot): + """ + 槽位业务就绪（对称 API）：保证该槽位后续推理所需状态已备好。 + + - 两槽位均先保证 HF 权重已加载，返回 (tokenizer, model, device)。 + - MAIN 另需将 QwenLM 挂入 project_registry（信息密度管线）；SEMANTIC 无 registry 步骤。 + + 懒加载时：信息密度调 ensure_main_slot_ready()；语义/续写调 ensure_semantic_slot_ready()。 + """ + from backend.app_context import get_app_context + + get_app_context(prefer_module_context=True) + + if slot == ModelSlot.MAIN: + with _init_lock: + out = ensure_slot_weights_loaded(ModelSlot.MAIN) + _register_main_qwenlm_if_needed() + return out + if slot == ModelSlot.SEMANTIC: + return ensure_slot_weights_loaded(ModelSlot.SEMANTIC) + raise ValueError(f"unknown ModelSlot: {slot!r}") + + +def ensure_main_slot_ready(): + """懒加载首次信息密度：同 ensure_slot_ready(ModelSlot.MAIN)。""" + return ensure_slot_ready(ModelSlot.MAIN) + + +def ensure_semantic_slot_ready(): + """懒加载首次语义类请求：同 ensure_slot_ready(ModelSlot.SEMANTIC)。""" + return ensure_slot_ready(ModelSlot.SEMANTIC) + + +def get_current_model_max_token_length() -> int: + """ + 查询当前生效模型的 max_token_length 参数。 + 优先从已加载的模型实例获取，未加载时取 default_model.default_cpu_machine 配置。 + """ + from backend.app_context import get_app_context + from backend.runtime_config import RUNTIME_CONFIGS + + try: + context = get_app_context(prefer_module_context=True) + model_name = context.model_name or DEFAULT_MODEL + except RuntimeError: + model_name = "default_model" + + project = project_registry.get(model_name) + if project is not None and hasattr(project.lm, "max_length"): + return project.lm.max_length + return RUNTIME_CONFIGS["default_model"]["default_cpu_machine"]["max_token_length"] + + +def _ensure_default_project_ready(selected_name: str): + """确保默认项目已准备好""" + if not selected_name: + return + if selected_name in project_registry: + return + print(f"⚠️ 默认模型未缓存，正在预加载: {selected_name}") + project_registry.ensure_loaded(selected_name) + + +# 旧名保留（与槽位就绪 API 等价） +ensure_semantic_loaded = ensure_semantic_slot_ready +ensure_main_project_ready = ensure_main_slot_ready + +def get_semantic_model_display_name() -> str: + """返回 semantic 槽位 HuggingFace 路径（用于结果中的 model 字段）""" + return _resolved_hf_path_for_slot(ModelSlot.SEMANTIC) + + +def ensure_main_model_loaded(): + """ + 仅需主模型前向、且不必经过 project_registry 时（如 attribution）：MAIN 槽位权重。 + """ + return ensure_slot_weights_loaded(ModelSlot.MAIN) + + +def get_main_model_display_name() -> str: + """返回主槽位 HuggingFace 路径（用于结果中的 model 字段）""" + return _resolved_hf_path_for_slot(ModelSlot.MAIN) diff --git a/backend/next_token_topk.py b/backend/next_token_topk.py new file mode 100644 index 0000000000000000000000000000000000000000..df98feb1e2e6445309a9dd01c11d38e169225c10 --- /dev/null +++ b/backend/next_token_topk.py @@ -0,0 +1,26 @@ +""" +下一 token 的 top-k 解码：与语义分析 logits_gradient 一致，供 semantic / attribution 复用。 +""" +from typing import List, Tuple + +import torch + +from .api.utils import round_to_sig_figs + +DEFAULT_NEXT_TOKEN_TOPK = 10 + + +def decode_topk_ids_to_strings_and_rounded_probs( + probs_1d: torch.Tensor, + tokenizer, + topk_ids_1d: torch.Tensor, +) -> Tuple[List[str], List[float]]: + """ + probs_1d: 对单位置 logits 的 softmax，shape [vocab_size]。 + topk_ids_1d: torch.topk(logits, k) 返回的 indices，shape [k]。 + 返回与语义分析 debug_info 相同形态的 topk_tokens、topk_probs（概率已 round_to_sig_figs）。 + """ + ids_list = topk_ids_1d.tolist() + topk_tokens = [tokenizer.decode([int(tid)]) for tid in ids_list] + topk_probs = [round_to_sig_figs(probs_1d[int(tid)].item()) for tid in ids_list] + return topk_tokens, topk_probs diff --git a/backend/oom.py b/backend/oom.py new file mode 100644 index 0000000000000000000000000000000000000000..20436780d8d36bd843c8ab5036e6222711cbfa14 --- /dev/null +++ b/backend/oom.py @@ -0,0 +1,55 @@ +"""OOM 处理：MPS/CUDA 显存或 CPU 内存不足时退出进程，由进程管理器重启""" +import os +import threading +import time + + +def _check_oom_msg(msg: str) -> bool: + patterns = ( + "out of memory", + "out of memory error", + "memory allocation", + "cannot allocate memory", + "insufficient memory", + "ran out of memory", + "resource exhausted", + "cuda error: out of memory", + "mps backend out of memory", + ) + return any(p in msg.lower() for p in patterns) + + +def is_oom_error(e: Exception) -> bool: + """检测是否为 OOM（含 MPS/CUDA 显存、CPU 内存），此类错误后进程无法恢复，需重启""" + if isinstance(e, MemoryError): + return True + if _check_oom_msg(str(e)): + return True + # 检查异常链（如被 RuntimeError 包装的 OOM） + for exc in (getattr(e, "__cause__", None), getattr(e, "__context__", None)): + if exc is not None and (isinstance(exc, MemoryError) or _check_oom_msg(str(exc))): + return True + return False + + +def exit_if_oom(e: Exception, defer_seconds: float = 0) -> None: + """若为 OOM 则退出进程，由进程管理器重启以恢复内存。 + + defer_seconds: 延迟退出秒数，用于先返回错误响应再退出（非流式需 > 0） + """ + if not is_oom_error(e): + return + msg = f"🛑 OOM 检测到，进程退出以便重启: {e}" + if defer_seconds > 0: + msg = f"🛑 OOM 检测到，{defer_seconds}s 后进程退出以便重启: {e}" + print(msg) + + def _exit(): + if defer_seconds > 0: + time.sleep(defer_seconds) + os._exit(1) + + if defer_seconds > 0: + threading.Thread(target=_exit, daemon=False).start() + else: + os._exit(1) diff --git a/backend/path_utils.py b/backend/path_utils.py new file mode 100644 index 0000000000000000000000000000000000000000..0510b05b7cf6421ac3909f3061279c24fe66feba --- /dev/null +++ b/backend/path_utils.py @@ -0,0 +1,92 @@ +""" +路径处理工具模块 +统一管理路径验证、规范化、解析等逻辑 +""" + +import os +from pathlib import Path +from typing import Optional + + +def normalize_path(path: str) -> str: + """ + 统一处理路径：将空字符串转换为 "/" + + Args: + path: 输入路径 + + Returns: + 规范化后的路径 + """ + return path if path else "/" + + +def check_path_in_demo_dir(path: Path, demo_dir: Path) -> bool: + """ + 检查路径是否在demo目录内（Python 3.8兼容） + + Args: + path: 要检查的路径 + demo_dir: demo目录路径 + + Returns: + True 如果路径在demo目录内 + """ + try: + return path.is_relative_to(demo_dir) + except AttributeError: + # Python 3.8兼容性：使用os.path.commonpath + path_str = str(path) + demo_dir_str = str(demo_dir) + common = os.path.commonpath([path_str, demo_dir_str]) + return common == demo_dir_str + + +def validate_demo_path(path: str, demo_dir: Path) -> bool: + """ + 验证路径安全性，防止路径遍历攻击 + + Args: + path: 要验证的相对路径 + demo_dir: demo目录的绝对路径 + + Returns: + True 如果路径安全 + """ + if not path or path == "/": + return True + + # 移除首尾斜杠并规范化路径 + normalized_path = path.strip('/').replace('\\', '/') + + # 检查路径是否包含 ".." 或其他危险字符 + if '..' in normalized_path.split('/'): + return False + + try: + resolved_path = (demo_dir / normalized_path).resolve() + demo_dir_resolved = demo_dir.resolve() + return check_path_in_demo_dir(resolved_path, demo_dir_resolved) + except Exception: + return False + + +def resolve_demo_path(demo_dir: Path, path: str) -> Optional[Path]: + """ + 解析并验证路径，返回绝对路径 + + Args: + demo_dir: demo目录的绝对路径 + path: 要解析的相对路径 + + Returns: + 解析后的绝对路径，验证失败则返回 None + """ + if not validate_demo_path(path, demo_dir): + return None + + if not path or path == "/": + return demo_dir + + return (demo_dir / path.lstrip('/')).resolve() + diff --git a/backend/pred_topk_format.py b/backend/pred_topk_format.py new file mode 100644 index 0000000000000000000000000000000000000000..f5c9cd79ed9f035287cbf6a54e12bc0ea269d490 --- /dev/null +++ b/backend/pred_topk_format.py @@ -0,0 +1,44 @@ +""" +pred_topk 列表的格式化：与 language_checker 中 batch_decode + round_to_sig_figs 语义一致，供信息密度与续写共用。 +""" + +from typing import List, Tuple + +import torch + +from backend.api.utils import round_to_sig_figs + + +def pred_topk_pairs_from_flat_ids_and_probs( + ids_flat: List[int], + probs_flat: List[float], + tokenizer, +) -> List[Tuple[str, float]]: + """ + 对 torch.topk 展平后的 id / 概率序列解码为 [(token 文本, 概率), ...]。 + 与 QwenLM._decode_topk_tokens 内层逻辑一致（单次 batch_decode）。 + """ + if len(ids_flat) != len(probs_flat): + raise ValueError("ids_flat 与 probs_flat 长度须一致") + if not ids_flat: + return [] + decoded = tokenizer.batch_decode([[tid] for tid in ids_flat], skip_special_tokens=False) + return [ + (decoded[j], round_to_sig_figs(float(probs_flat[j]))) + for j in range(len(ids_flat)) + ] + + +def pred_topk_pairs_from_probs_1d( + probs: torch.Tensor, + tokenizer, + top_k: int, +) -> List[Tuple[str, float]]: + """单步 1D softmax 概率向量上的 top-k，用于续写 generate 的每步 scores。""" + top_k = min(int(top_k), int(probs.numel())) + if top_k <= 0: + return [] + topk_probs, topk_ids = torch.topk(probs, top_k, dim=-1) + ids_flat = topk_ids.cpu().flatten().tolist() + probs_flat = topk_probs.detach().cpu().float().numpy().flatten().tolist() + return pred_topk_pairs_from_flat_ids_and_probs(ids_flat, probs_flat, tokenizer) diff --git a/backend/prediction_attributor.py b/backend/prediction_attributor.py new file mode 100644 index 0000000000000000000000000000000000000000..562bed1fadede5bb22af1f9b66f932ef4f673e5e --- /dev/null +++ b/backend/prediction_attributor.py @@ -0,0 +1,185 @@ +""" +预测归因：对任意上下文的下一个 token 预测，计算指定候选 token 的 logit +对输入各 token embedding 的梯度，以梯度 L2 范数作为归因分。 + +由请求参数 `model` 选择权重槽位：base 为主槽位（--model），instruct 为语义槽位（--semantic_model）。 +""" + +import math +from typing import Dict, Optional + +import torch + +from .api.utils import round_to_sig_figs +from .device import DeviceManager +from .model_manager import ( + ModelSlot, + ensure_slot_weights_loaded, + get_main_model_display_name, + get_semantic_model_display_name, +) +from .next_token_topk import decode_topk_ids_to_strings_and_rounded_probs, DEFAULT_NEXT_TOKEN_TOPK + + +def _get_gradient_checkpointing() -> bool: + """默认 True；``--no-gradient-checkpointing`` 关闭。""" + try: + from backend.app_context import get_args + + return getattr(get_args(), "gradient_checkpointing", True) + except RuntimeError: + return True + + +# 归因输入长度上限（token 数）；超长则报错 +ATTRIBUTION_MAX_TOKEN_LENGTH = 500 + +# 与 API 请求体 `model` 一致：base=主槽位，instruct=语义槽位 +PREDICTION_ATTR_MODEL_BASE = "base" +PREDICTION_ATTR_MODEL_INSTRUCT = "instruct" + + +def _slot_for_prediction_attr_model(model: str) -> ModelSlot: + if model == PREDICTION_ATTR_MODEL_BASE: + return ModelSlot.MAIN + if model == PREDICTION_ATTR_MODEL_INSTRUCT: + return ModelSlot.SEMANTIC + raise ValueError( + f"Unsupported model {model!r}; only {PREDICTION_ATTR_MODEL_BASE!r} and " + f"{PREDICTION_ATTR_MODEL_INSTRUCT!r} are supported." + ) + + +def analyze_prediction_attribution( + context: str, target_prediction: Optional[str] = None, *, model: str +) -> Dict: + """ + 计算 context 中各 token 对 target_prediction 首 token 预测的归因分。 + + Args: + context: 输入上下文文本（token 数不得超过 ATTRIBUTION_MAX_TOKEN_LENGTH，否则抛 ValueError） + target_prediction: 目标预测文本；tokenize 后取第一个 token 作为归因目标。 + 省略或传 None 时自动使用 top-1（贪心解码）。 + model: ``base`` 为主槽位权重，``instruct`` 为语义槽位权重（与 API 请求体一致） + + Returns: + { + "model": str, + "target_token": str, # 归因目标 token 的字符串 + "target_prob": float, # 该 token 在 next-token 分布中的预测概率 + "token_attribution": [{"offset": [s, e], "raw": str, "score": float}, ...], + "debug_info": {"topk_tokens": [...], "topk_probs": [...]}, # 与语义分析同形（下一 token top10） + "is_eos": bool, # target_token 是否为 EOS token + } + """ + slot = _slot_for_prediction_attr_model(model) + tokenizer, hf_model, device = ensure_slot_weights_loaded(slot) + model_display = ( + get_main_model_display_name() if slot == ModelSlot.MAIN else get_semantic_model_display_name() + ) + + # 归因目标 id 仅在前向得到 logits 后解析：top-1 用 argmax；显式 target 用 encode（可与 argmax 不同）。 + use_top1 = target_prediction is None + + # 对 context 编码，保留 offset_mapping 用于还原字符位置 + enc = tokenizer(context, return_tensors="pt", return_offsets_mapping=True) + input_ids = enc["input_ids"].to(device) + offset_mapping = enc["offset_mapping"][0].tolist() + n_tokens = input_ids.shape[1] + if n_tokens > ATTRIBUTION_MAX_TOKEN_LENGTH: + raise ValueError( + "Context exceeds attribution length limit " + f"({ATTRIBUTION_MAX_TOKEN_LENGTH} tokens); current length is {n_tokens} tokens." + ) + + # 通过 embedding 层获取可微输入 + embed_layer = hf_model.get_input_embeddings() + embeds = embed_layer(input_ids).detach().clone().requires_grad_(True) + + use_gc = _get_gradient_checkpointing() + try: + hf_model.eval() + if use_gc: + hf_model.gradient_checkpointing_enable() + with torch.set_grad_enabled(True): + # 归因只需最后一步 logits，不需要 KV cache；关闭可显著降低长上下文内存峰值。 + outputs = hf_model(inputs_embeds=embeds, output_attentions=False, use_cache=False) + + # 显式同步，确保前向已完成（与 semantic logits_gradient 一致） + if device.type == "cuda": + torch.cuda.synchronize(device) + elif device.type == "mps": + torch.mps.synchronize() + + logits = outputs.logits[0, -1, :] # next-token logits，shape: [vocab_size] + probs = torch.softmax(logits, dim=-1) + _, topk_ids = torch.topk(logits, DEFAULT_NEXT_TOKEN_TOPK) + topk_tokens, topk_probs = decode_topk_ids_to_strings_and_rounded_probs( + probs, tokenizer, topk_ids + ) + + if use_top1: + target_token_id = int(topk_ids[0].item()) + target_token = tokenizer.decode([target_token_id]) + else: + assert target_prediction is not None + target_ids = tokenizer.encode(target_prediction, add_special_tokens=False) + if not target_ids: + raise ValueError(f"Cannot tokenize target_prediction: {target_prediction!r}") + target_token_id = target_ids[0] + target_token = tokenizer.decode([target_token_id]) + + target_prob = round_to_sig_figs(probs[target_token_id].item()) + + # 对目标 token 的 raw logit 反传（不经 softmax，避免饱和与竞争污染） + logits[target_token_id].backward() + + grad = embeds.grad + if grad is None: + raise RuntimeError( + "Gradient did not propagate; this model may not support attribution (e.g. int8 quantization)." + ) + + # 显式同步，确保反向已完成后再读梯度（与 semantic logits_gradient 一致） + if device.type == "cuda": + torch.cuda.synchronize(device) + elif device.type == "mps": + torch.mps.synchronize() + + norms = grad[0].float().norm(dim=-1).cpu().tolist() + + # 按 offset 过滤特殊 token（BOS/EOS 的 span 长度为 0） + token_attribution = [] + nan_count = 0 + for (s, e), norm in zip(offset_mapping, norms): + if s >= e: + continue + if not math.isfinite(norm): + score = 0.0 + nan_count += 1 + else: + score = round_to_sig_figs(norm) + token_attribution.append({ + "offset": [s, e], + "raw": context[s:e], + "score": score, + }) + if nan_count > 0: + print(f"⚠️ token_attribution 中有 {nan_count} 个 score 为 NaN/Inf，已替换为 0。") + + eos_id = tokenizer.eos_token_id + is_eos = eos_id is not None and target_token_id == int(eos_id) + + return { + "model": model_display, + "target_token": target_token, + "target_prob": target_prob, + "token_attribution": token_attribution, + "debug_info": {"topk_tokens": topk_tokens, "topk_probs": topk_probs}, + "is_eos": is_eos, + } + finally: + if use_gc: + hf_model.gradient_checkpointing_disable() + # 与 semantic_analyzer._analyze_logits_gradient 一致：每次推理后清理，避免 MPS/CUDA 累积 + DeviceManager.clear_cache(device) diff --git a/backend/project_registry.py b/backend/project_registry.py new file mode 100644 index 0000000000000000000000000000000000000000..aec3e15defe5a7c0232d78878d0ba5893e5afa2f --- /dev/null +++ b/backend/project_registry.py @@ -0,0 +1,72 @@ +from typing import Dict, Iterable, Optional, Sequence, Tuple + + +class ModelInstance: + """Lightweight wrapper holding a configured language model instance.""" + + def __init__(self, model_cls, config): + self.config = config + self.lm = model_cls() + + +class ModelRegistry: + """Manages lazy loading and caching of backend language models.""" + + def __init__(self, available_models: Dict[str, object]): + self._available_models = available_models + self._projects: Dict[str, ModelInstance] = {} + + def __contains__(self, project_name: str) -> bool: + return project_name in self._projects + + def get(self, project_name: str) -> Optional[ModelInstance]: + return self._projects.get(project_name) + + def configs(self) -> Dict[str, object]: + return {name: project.config for name, project in self._projects.items()} + + def available_model_names(self) -> Sequence[str]: + return tuple(self._available_models.keys()) + + def is_available(self, project_name: str) -> bool: + return project_name in self._available_models + + def load(self, project_name: str) -> ModelInstance: + if project_name not in self._available_models: + raise KeyError(f"模型 '{project_name}' 未在 REGISTERED_MODELS 中注册") + + project = ModelInstance(self._available_models[project_name], project_name) + self._projects[project_name] = project + return project + + def ensure_loaded(self, project_name: str) -> ModelInstance: + """Return a project instance, loading it if necessary.""" + if project_name in self._projects: + return self._projects[project_name] + return self.load(project_name) + + def unload(self, project_name: str) -> bool: + """卸载指定模型，释放内存""" + if project_name in self._projects: + del self._projects[project_name] + return True + return False + + def ensure_any(self, candidates: Iterable[str]) -> Tuple[str, ModelInstance]: + """Load (or reuse) the first successfully instantiated project.""" + last_error: Optional[Exception] = None + for candidate in candidates: + if not candidate: + continue + if candidate in self._projects: + return candidate, self._projects[candidate] + try: + project = self.load(candidate) + return candidate, project + except Exception as exc: # noqa: BLE001 - bubble up aggregated info + last_error = exc + continue + if last_error: + raise last_error + raise ValueError("没有可用的模型！") + diff --git a/backend/quantization_config.py b/backend/quantization_config.py new file mode 100644 index 0000000000000000000000000000000000000000..ea90027f8e423591e06cdcca50fe4ad26ef66c87 --- /dev/null +++ b/backend/quantization_config.py @@ -0,0 +1,42 @@ +""" +量化配置（语义分析、信息密度分析共用） + +从环境变量读取并返回设备相关的量化策略： +- FORCE_INT8=1: INT8 量化（CPU/CUDA 支持，MPS 不支持） +- CPU_FORCE_BFLOAT16=1: CPU 使用 bfloat16 +""" + +import os +from typing import NamedTuple + +import torch + + +class QuantizationConfig(NamedTuple): + """量化配置，语义模型和信息密度模型共用""" + use_int8: bool + dtype: torch.dtype + + +def get_quantization_config(device: torch.device) -> QuantizationConfig: + """ + 根据设备和环境变量返回量化配置。 + + Returns: + QuantizationConfig: use_int8, dtype + """ + force_int8 = os.environ.get("FORCE_INT8") == "1" + force_bfloat16 = os.environ.get("CPU_FORCE_BFLOAT16") == "1" + + if device.type == "cpu": + use_int8 = force_int8 + dtype = torch.bfloat16 if force_bfloat16 else torch.float32 + elif device.type == "cuda": + use_int8 = force_int8 + dtype = torch.float16 + else: + # MPS 不支持 INT8 + use_int8 = False + dtype = torch.float16 + + return QuantizationConfig(use_int8=use_int8, dtype=dtype) diff --git a/backend/runtime_config.py b/backend/runtime_config.py new file mode 100644 index 0000000000000000000000000000000000000000..03c1468a5bd93597288626e9c4e796de8cb07d94 --- /dev/null +++ b/backend/runtime_config.py @@ -0,0 +1,402 @@ +""" +运行时配置管理模块 + +负责管理不同模型在不同平台下的运行时参数配置，包括： +- max_token_length: 文本分析的最大 token 数限制（信息密度分析） +- chunk_size: 推理时的分块大小 +- 语义分析有独立的 SEMANTIC_RUNTIME_CONFIGS，仅含 max_token_length + +平台 ID 说明： +- local_mps: 本地 Apple Silicon（M1/M2/M3） +- cloud_cuda: 云端 CUDA GPU +- cloud_cpu_16g: 云端大内存 CPU（如 HF Space 免费层，16G RAM） +- cloud_cpu_32g: 云端大内存 CPU（如 HF Space CPU upgrade，32G RAM） +- default_cpu_machine: 默认 CPU 机器（未知或未识别的 CPU 环境） +- 未来可扩展: cloud_cuda_a100, cloud_cuda_24g 等 +""" + +import os +import torch +import sys +from typing import Dict, Optional + + +# ============= 平台级常量 ============= + +# 分析接口的 pred_topk 默认数量（候选词数量） +# 前端 ToolTip 显示数量与此保持一致 +DEFAULT_TOPK = 10 + +# MPS 单次 TopK 操作的安全序列长度上限（避免 MPS bug） +# chunk_size 必须小于此值以确保每个 chunk 的 TopK 计算安全 +MPS_TOPK_BUG_THRESHOLD = 2048 + + +# ============= 运行时参数配置表 (Model × Platform) ============= +# +# 二维表结构：每个模型针对每个平台配置 max_token_length 和 chunk_size +# +# 四层覆盖优先级（从高到低）： +# 1. (model_name, platform) - 模型在该平台的专用配置（最精确） +# 2. (model_name, "default_cpu_machine") - 模型的通用配置（跨平台） +# 3. ("default_model", platform) - 平台的通用配置（跨模型） +# 4. ("default_model", "default_cpu_machine") - 全局兜底配置 +# +# 每层支持部分覆盖：只填 max_token_length 或 chunk_size 均可 + +RUNTIME_CONFIGS = { + # 全局默认模型配置 + "default_model": { + # 默认 CPU 机器配置（最保守，用于未识别的 CPU 环境） + "default_cpu_machine": { + "max_token_length": 2000, + "chunk_size": 256 + }, + # 云端 CPU（16G），如 HF Spaces CPU basic + "cloud_cpu_16g": { + "max_token_length": 2000, + "chunk_size": 256 + }, + # 云端 CPU（32G），如 HF Spaces CPU upgrade + "cloud_cpu_32g": { + "max_token_length": 5000, + "chunk_size": 512 + }, + # 云端 GPU 显存充足 + "cloud_cuda": { + # "max_token_length": 10000, + "max_token_length": 5000, + "chunk_size": 1024 + }, + # 本地 Apple Silicon + "local_mps": { + "max_token_length": 2000, + "chunk_size": 512 + } + }, + # # Qwen3-1.7B + # "qwen3-1.7b": { + # "local_mps": { + # "max_token_length": 2000, + # "chunk_size": 128 + # } + # } +} + + +# ============= 语义分析运行时配置（仅 max_token_length） ============= +# 按平台配置，语义分析独立于信息密度模型 + +SEMANTIC_RUNTIME_CONFIGS = { + "default_cpu_machine": {"max_token_length": 300}, + "cloud_cpu_16g": {"max_token_length": 300}, + "cloud_cpu_32g": {"max_token_length": 1000}, + "cloud_cuda": {"max_token_length": 1000}, + "local_mps": {"max_token_length": 300}, +} + + +# ============= 平台检测与配置解析 ============= + +def detect_platform(verbose: bool = True) -> str: + """ + 自动检测当前运行平台 + + 优先级： + 1. 环境变量 FORCE_CPU（显式强制 CPU 模式） + 2. 自动探测硬件（cuda/mps/cpu） + 3. 细分 CPU 类型（如 cloud_cpu_16g） + + Args: + verbose: 是否打印检测信息 + + Returns: + 平台 ID 字符串（如 'local_mps', 'cloud_cuda', 'cloud_cpu_16g', 'cloud_cpu_32g', 'default_cpu_machine'） + """ + # 1. 显式强制 CPU（可通过环境变量 FORCE_CPU=1 启用） + if os.environ.get("FORCE_CPU") == "1": + print(f"🔧 强制 CPU 模式") + return _detect_cpu_variant() + + # 2. 自动探测 GPU/MPS + if torch.cuda.is_available(): + platform = "cloud_cuda" + elif torch.backends.mps.is_available(): + platform = "local_mps" + else: + # 3. 细分 CPU 类型 + platform = _detect_cpu_variant() + + print(f"🔍 自动检测平台配置: {platform}") + return platform + + +def _detect_cpu_variant() -> str: + """ + 检测具体的 CPU 环境变体（内部函数） + 根据内存大小识别不同的 CPU 环境： + - >= 30GB: cloud_cpu_32g（32G 内存环境） + - >= 15GB: cloud_cpu_16g（16G 内存环境） + - 其他: default_cpu_machine（默认配置） + + 优先检测容器内存限制（cgroup），如果不可用则回退到系统内存检测。 + """ + total_memory = 0 + + try: + # 优先检测容器内存限制（cgroup） + # cgroup v2: /sys/fs/cgroup/memory.max + # cgroup v1: /sys/fs/cgroup/memory/memory.limit_in_bytes + cgroup_paths = [ + "/sys/fs/cgroup/memory.max", # cgroup v2 + "/sys/fs/cgroup/memory/memory.limit_in_bytes", # cgroup v1 + ] + + for cgroup_path in cgroup_paths: + try: + if os.path.exists(cgroup_path): + with open(cgroup_path, 'r') as f: + limit_str = f.read().strip() + # cgroup v2 可能返回 "max" 表示无限制 + if limit_str == "max": + break + limit_bytes = int(limit_str) + if limit_bytes > 0 and limit_bytes < (2 ** 63): # 合理范围 + total_memory = limit_bytes + print(f"🔍 从 cgroup 检测到容器内存限制: {total_memory / (1024 ** 3):.2f} GB") + break + except (ValueError, IOError, OSError): + continue + + # 如果 cgroup 检测失败，回退到系统内存检测 + if total_memory == 0 and sys.platform != "win32": + try: + page_size = os.sysconf('SC_PAGE_SIZE') + phys_pages = os.sysconf('SC_PHYS_PAGES') + total_memory = page_size * phys_pages + print(f"🔍 从系统配置检测到内存: {total_memory / (1024 ** 3):.2f} GB") + except (ValueError, AttributeError): + pass + + # 转换为 GB + total_memory_gb = total_memory / (1024 ** 3) + + # 判断标准： + # - >= 30GB: cloud_cpu_32g（HF Spaces CPU upgrade 通常会有 30.x GB 可见） + # - >= 15GB: cloud_cpu_16g（HF Spaces CPU basic 通常会有 15.x GB 可见） + if total_memory_gb >= 30.0: + return "cloud_cpu_32g" + elif total_memory_gb >= 15.0: + return "cloud_cpu_16g" + + except Exception as e: + print(f"⚠️ CPU 环境检测失败，回退到默认配置: {e}") + + return "default_cpu_machine" + + +def merge_runtime_config(model_name: str, platform: str, verbose: bool = True) -> Dict[str, int]: + """ + 四层配置合并：支持部分覆盖，并追踪配置来源 + + 优先级（从高到低）： + 1. (model_name, platform) - 模型在该平台的专用配置 + 2. (model_name, "default_cpu_machine") - 模型通用配置 + 3. ("default_model", platform) - 平台通用配置 + 4. ("default_model", "default_cpu_machine") - 全局兜底 + + Args: + model_name: 模型名称（如 'qwen3-1.7b'） + platform: 平台 ID（如 'local_mps'） + verbose: 是否打印配置来源提示 + + Returns: + 合并后的配置字典 {"max_token_length": int, "chunk_size": int} + + Raises: + ValueError: 配置不完整时抛出 + """ + # 准备四层配置（从低优先级到高优先级） + layers = [ + { + "name": "default_model.default_cpu_machine", + "config": RUNTIME_CONFIGS.get("default_model", {}).get("default_cpu_machine", {}) + }, + { + "name": f"default_model.{platform}", + "config": RUNTIME_CONFIGS.get("default_model", {}).get(platform, {}) + }, + { + "name": f"{model_name}.default_cpu_machine", + "config": RUNTIME_CONFIGS.get(model_name, {}).get("default_cpu_machine", {}) + }, + { + "name": f"{model_name}.{platform}", + "config": RUNTIME_CONFIGS.get(model_name, {}).get(platform, {}) + } + ] + + # 追踪每个配置项的来源 + config_sources = {} # {"max_token_length": "层级名称", "chunk_size": "层级名称"} + merged = {} + + # 依次合并（后面的覆盖前面的） + for layer in layers: + layer_config = layer["config"] + for key, value in layer_config.items(): + merged[key] = value + config_sources[key] = layer["name"] + + # 确保必需字段存在 + if "max_token_length" not in merged or "chunk_size" not in merged: + raise ValueError( + f"配置不完整: model={model_name}, platform={platform}, " + f"merged={merged}. 缺少必需字段！" + ) + + # 打印当前使用的配置项的配置来源 + for key, source in config_sources.items(): + actual_value = merged[key] + print(f"\t{key}={actual_value} ( {source})") + + return merged + + +_semantic_max_token_length_cache: Optional[int] = None + + +def get_semantic_max_token_length(verbose: bool = False) -> int: + """ + 获取语义分析的 max_token_length（从 SEMANTIC_RUNTIME_CONFIGS 按平台读取） + 平台检测结果会缓存，避免每次分析重复检测。 + """ + global _semantic_max_token_length_cache + if _semantic_max_token_length_cache is not None: + return _semantic_max_token_length_cache + platform = detect_platform(verbose=verbose) + config = SEMANTIC_RUNTIME_CONFIGS.get(platform, SEMANTIC_RUNTIME_CONFIGS["default_cpu_machine"]) + _semantic_max_token_length_cache = config["max_token_length"] + return _semantic_max_token_length_cache + + +def validate_platform_config(platform: str, chunk_size: int, verbose: bool = True) -> None: + """ + 平台级安全校验（前置到初始化阶段） + + Args: + platform: 平台 ID + chunk_size: 配置的 chunk_size + verbose: 是否打印校验信息 + + Raises: + ValueError: 配置不符合平台限制时抛出 + """ + # MPS 平台的特殊限制 + if "mps" in platform.lower(): + if chunk_size > MPS_TOPK_BUG_THRESHOLD: + raise ValueError( + f"❌ MPS 平台配置错误: chunk_size ({chunk_size}) " + f"超过安全上限 ({MPS_TOPK_BUG_THRESHOLD})\n" + f" 平台: {platform}\n" + f" 建议: 调整 RUNTIME_CONFIGS 中 {platform} 的 chunk_size" + ) + if verbose: + print(f"✓ MPS 平台安全检查通过: chunk_size={chunk_size} (上限={MPS_TOPK_BUG_THRESHOLD})") + + +def _get_cpu_info() -> Optional[str]: + """ + 读取 CPU 型号信息（仅用于显示） + + Returns: + model_name, if None, return "未知" + """ + model_name = None + + try: + if sys.platform == 'linux': + with open('/proc/cpuinfo', 'r') as f: + for line in f: + # 读取 model name + if model_name is None and 'model name' in line.lower(): + model_name = line.split(':', 1)[1].strip() + + # 如果已经读取到所需信息，可以提前退出 + if model_name: + break + except Exception: + pass + + return model_name + + +def _print_cpu_info() -> None: + """ + 打印 CPU 型号信息（所有平台都打印） + """ + try: + cpu_model = _get_cpu_info() + model = cpu_model or "未知" + + print(f"💻 CPU 型号: {model}") + except Exception as e: + print(f"⚠️ CPU 信息获取失败: {e}") + + +def _print_cpu_thread_info() -> None: + """打印 CPU 线程配置信息（PyTorch 默认配置）""" + try: + intra_threads = torch.get_num_threads() + inter_threads = torch.get_num_interop_threads() + print(f"🧵 PyTorch 线程配置: intra-op={intra_threads}, inter-op={inter_threads}") + except Exception as e: + print(f"⚠️ CPU 线程信息获取失败: {e}") + + +def load_runtime_config(model_name: str, verbose: bool = False) -> tuple[str, int, int]: + """ + 加载运行时配置的完整流程：检测平台 -> 合并配置 -> 校验 -> CPU调试信息 + + 这是配置加载的主入口函数，封装了完整的配置加载逻辑。 + + Args: + model_name: 模型标识符（如 'qwen3-1.7b'） + verbose: 是否打印详细的配置信息 + + Returns: + tuple[platform, max_token_length, chunk_size] + + Raises: + ValueError: 配置不完整或不符合平台限制时抛出 + """ + # 1. 检测平台 + platform = detect_platform(verbose=verbose) + + # 2. 四层配置合并（支持部分覆盖，并追踪配置来源） + config = merge_runtime_config( + model_name=model_name or "default_model", + platform=platform, + verbose=verbose + ) + + # 3. 提取配置 + max_token_length = config["max_token_length"] + chunk_size = config["chunk_size"] + + # 4. 平台级安全校验（MPS 限制等） + validate_platform_config(platform, chunk_size, verbose=verbose) + + # 5. 打印 CPU 信息（所有平台都打印） + _print_cpu_info() + + # 6. CPU 线程配置信息打印（仅针对 CPU 平台） + if "cpu" in platform.lower(): + _print_cpu_thread_info() # 打印调试信息 + + # 7. 打印配置摘要 + print( + f"⚙️ 运行时配置已加载 [model={model_name}, platform={platform}]: " + f"max_token_length={max_token_length}, chunk_size={chunk_size}" + ) + + return platform, max_token_length, chunk_size diff --git a/backend/schemas.py b/backend/schemas.py new file mode 100644 index 0000000000000000000000000000000000000000..d135fb120d21e086b2d49d11a210d9805e9c759f --- /dev/null +++ b/backend/schemas.py @@ -0,0 +1,43 @@ +from dataclasses import asdict, dataclass, field +from typing import Dict, List, Optional, Tuple + + +@dataclass +class TokenWithOffset: + offset: Tuple[int, int] + raw: str + real_topk: Optional[Tuple[int, float]] = None + pred_topk: List[Tuple[str, float]] = field(default_factory=list) + + +@dataclass +class AnalyzeResult: + model: Optional[str] = None + bpe_strings: List[TokenWithOffset] = field(default_factory=list) + error: Optional[str] = None + + +@dataclass +class AnalyzeRequest: + model: str + text: str + + +@dataclass +class AnalyzeResponse: + request: AnalyzeRequest + result: AnalyzeResult + + +def serialize_analyze_result(result: AnalyzeResult) -> Dict: + return asdict(result) + + +def create_empty_analysis_result(error: Optional[str] = None, model: Optional[str] = None) -> Dict: + result = AnalyzeResult() + if error: + result.error = error + if model: + result.model = model + return serialize_analyze_result(result) + diff --git a/backend/semantic_analyzer.py b/backend/semantic_analyzer.py new file mode 100644 index 0000000000000000000000000000000000000000..02f97b6728c7c267dda3d912dcd6e0dce5552519 --- /dev/null +++ b/backend/semantic_analyzer.py @@ -0,0 +1,280 @@ +""" +Semantic analysis：基于 instruct 模型提取原文 token 与 query 的相关度 + +使用 logits_gradient 梯度归因策略（与预测更一致），子策略由 --logits_gradient_submode 指定： +- count：top-10 logits 梯度（排除 0），prompt 引导「数量」。0.6b下只适合用于判断文章整体是否有关联，1.7b下全能 +- match_score：目标 token logit 梯度，prompt 引导「相关度打分」。0.6b/1.7b下都不太有竞争力。【已废弃】 +- fill_blank：填空式，top-10 logits 梯度（排除 无），prompt 引导「最相关的一个词」。0.6b下只适合用于给token打分，1.7b下全能 + +count/fill_blank 按概率加权（Σ pᵢ·zᵢ）。 + +模型由 --semantic_model 参数指定，默认 qwen3-0.6b-instruct +""" + +import gc +import math +from typing import Callable, Dict, List, Optional + +import torch + +from .api.utils import round_to_sig_figs +from .device import DeviceManager +from .model_manager import ensure_semantic_slot_ready, get_semantic_model_display_name +from .next_token_topk import decode_topk_ids_to_strings_and_rounded_probs, DEFAULT_NEXT_TOKEN_TOPK +from .runtime_config import get_semantic_max_token_length + + + +def _get_logits_gradient_submode() -> str: + """logits_gradient 子策略：count / match_score(已废弃) / fill_blank""" + try: + from backend.app_context import get_args + return getattr(get_args(), "logits_gradient_submode", "fill_blank") + except RuntimeError: + return "fill_blank" + + +def _truncate_text_by_tokens(tokenizer, text: str, max_tokens: int) -> str: + """将 text 截断至最多 max_tokens 个 token；超长时打印提示。""" + text_ids = tokenizer.encode(text, add_special_tokens=False) + if len(text_ids) > max_tokens: + print(f"⚠️ 原文过长，已截断至前 {max_tokens} token") + return tokenizer.decode(text_ids[:max_tokens]) + return text + + +def _get_gradient_checkpointing() -> bool: + """默认 True（run.py）；``--no-gradient-checkpointing`` 关闭。""" + try: + from backend.app_context import get_args + return getattr(get_args(), "gradient_checkpointing", True) + except RuntimeError: + return True + + +def _get_verbose() -> bool: + """是否输出详细调试信息（由 --verbose 控制）""" + from backend.app_context import get_verbose + return get_verbose() + + +def _analyze_logits_gradient( + query: str, + text: str, + tokenizer, + model, + device, + submode_override: Optional[str] = None, + progress_callback: Optional[Callable[[int, int, str, Optional[int]], None]] = None, + debug_info: bool = False, + full_match_degree_only: bool = False, +) -> Dict: + """ + 梯度归因：logits 对输入 embedding 的梯度。 + 子策略：count / match_score(已废弃) / fill_blank，由 --logits_gradient_submode 指定。 + submode_override: 评估时可选覆盖，用于同一进程内测试不同子模式。 + """ + TOTAL_STEPS = 4 + + submode = submode_override if submode_override is not None else _get_logits_gradient_submode() + max_length = get_semantic_max_token_length() + + if progress_callback: + progress_callback(1, TOTAL_STEPS, "encoding", None) + # 根据submodule来决定不同的instruction + # 文档前用 \n\n 分隔，避免 tokenizer 将首字符与空格合并，导致 offset_mapping 计算错误 + if submode == "count": + instruction = f"请问下面文字中有多少个词与查询主题（{query}）相关？文字内容：\n\n" + elif submode == "match_score": # 已废弃 + instruction = f"请问下面文字与查询主题（{query}）的相关程度是多少？请回答0/1/2（2为最高相关）。文字内容：\n\n" + elif submode == "fill_blank": + instruction = f"请问下面文字中哪个词与查询主题（{query}）最相关？如无相关词则回答“无”。文字内容：\n\n" + else: + raise ValueError(f"未知子模式: {submode}") + + # 截断 text 到 max_length token，再拼 + truncated_text = _truncate_text_by_tokens(tokenizer, text, max_length) + + messages = [{"role": "user", "content": instruction + truncated_text}] + formatted = tokenizer.apply_chat_template( + messages, tokenize=False, add_generation_prompt=True, + enable_thinking=False + ) + # 生成引导词：chat template 只支持完整消息，引导词需追加到 formatted + if submode == "count": + generation_guide = f"原文中与查询主题（{query}）相关的词的数量 = **" + elif submode == "match_score": # 已废弃 + generation_guide = f"文章和查询主题（{query}）的相关程度（0-2）打分为：**" + elif submode == "fill_blank": + # “引号是特意为了防止模型生成引号 + generation_guide = f"原文中与查询主题（{query}）最相关的一个词是：**“" + else: + raise ValueError(f"未知子模式: {submode}") + formatted += generation_guide + + # logits_gradient count/fill_blank 的 top-k，影响梯度目标覆盖的候选词数量 + LOGITS_GRADIENT_TOPK = DEFAULT_NEXT_TOKEN_TOPK + + idx = formatted.find(instruction) + instruction_start_char = idx if idx >= 0 else 0 + text_start_char = instruction_start_char + len(instruction) + text_end_char = text_start_char + len(truncated_text) + lines = truncated_text.splitlines() + abbrev_text = truncated_text if len(lines) <= 2 else f"{lines[0]}\n...\n{lines[-1]}" + abbrev = formatted[:text_start_char] + abbrev_text + formatted[text_end_char:] + + enc = tokenizer( + formatted, + return_tensors="pt", + return_offsets_mapping=True, + ) + + input_ids = enc["input_ids"].to(device) + offset_mapping = enc["offset_mapping"][0].tolist() + + prompt_end = len(offset_mapping) + for i, (s, _) in enumerate(offset_mapping): + if s >= text_start_char: + prompt_end = i + break + + embed_layer = model.get_input_embeddings() + embeds = embed_layer(input_ids).detach().clone().requires_grad_(True) + + use_gc = _get_gradient_checkpointing() + if _get_verbose(): + print(f"📌 logits_gradient: 推理原文 (tokens={len(offset_mapping)}):\n{abbrev}") + if progress_callback: + progress_callback(2, TOTAL_STEPS, "inference", None) + model.eval() + if use_gc: + model.gradient_checkpointing_enable() + try: + with torch.set_grad_enabled(not full_match_degree_only): + outputs = model( + inputs_embeds=embeds, + output_attentions=False, + ) + # 显式同步，确保已完成，progress_callback 时机准确 + if device.type == "cuda": + torch.cuda.synchronize(device) + elif device.type == "mps": + torch.mps.synchronize() + + logits = outputs.logits[:, -1, :] + topk_vals, topk_ids = torch.topk(logits, LOGITS_GRADIENT_TOPK, dim=-1) + probs = torch.softmax(logits, dim=-1) + topk_tokens, topk_probs = decode_topk_ids_to_strings_and_rounded_probs( + probs[0], tokenizer, topk_ids[0] + ) + if _get_verbose(): + print(f"top{LOGITS_GRADIENT_TOPK}: {[f'{t}({p*100:.1f}%)' for t, p in zip(topk_tokens, topk_probs)]}") + + neg_token = "无" if submode == "fill_blank" else "0" + neg_id = tokenizer.encode(neg_token, add_special_tokens=False)[0] + # 全文匹配度：count/match_score(已废弃) 用 1-P("0")，fill_blank 用 1-P("无") + p_neg = probs[0, neg_id].item() + full_match_degree = round(1.0 - p_neg, 4) + + if full_match_degree_only: + return { + "model": get_semantic_model_display_name(), + "token_attention": [], + "full_match_degree": full_match_degree, + } + + if progress_callback: + progress_callback(3, TOTAL_STEPS, "backward", None) + # 归因目标：raw logits（不经过 softmax backward），避免饱和与竞争污染。 + if submode == "count" or submode == "fill_blank": + # count/fill_blank 均用 top-10、按概率加权 Σ pᵢ·zᵢ，并排除 neg_token（0/无）以保持梯度方向与「相关」一致。 + vals = topk_vals[0] + w = probs[0, topk_ids[0]].detach().clone() + # 排除 neg_token + w[topk_ids[0] == neg_id] = 0 + + target_logit = (w * vals).sum() + elif submode == "match_score": # 已废弃 + target_ids = tokenizer.encode("2", add_special_tokens=False) + if not target_ids: + raise ValueError("tokenizer 无法编码 '2'") + target_logit = logits[0, target_ids[0]] + else: + raise ValueError(f"未知 submode: {submode}") + target_logit.backward() + grad = embeds.grad + if grad is None: + raise RuntimeError("logits_gradient: 梯度未回传，可能模型不支持（如 int8 量化）") + + # 显式同步，确保已完成，progress_callback 时机准确 + if device.type == "cuda": + torch.cuda.synchronize(device) + elif device.type == "mps": + torch.mps.synchronize() + if progress_callback: + progress_callback(4, TOTAL_STEPS, "processing", None) + + text_token_end = len(offset_mapping) + # 在 GPU 上一次性计算所有 token 的 ‖∇f‖，避免循环内 .item() 导致 500 次 GPU→CPU 同步 + grad_slice = grad[0, prompt_end:text_token_end].float() + norms = grad_slice.norm(dim=-1).cpu().tolist() + token_attention: List[Dict] = [] + nan_count = 0 + for i in range(prompt_end, text_token_end): + s, e = offset_mapping[i] + if s >= text_start_char and e <= text_end_char: + s_rel, e_rel = s - text_start_char, e - text_start_char + score = norms[i - prompt_end] + if not math.isfinite(score): + score = 0.0 + nan_count += 1 + else: + score = round_to_sig_figs(score) + token_attention.append({"offset": [s_rel, e_rel], "raw": truncated_text[s_rel:e_rel], "score": score}) + if nan_count > 0: + print(f"⚠️ token_attention 中有 {nan_count} 个 score 为 NaN/Inf，已替换为 0。") + + out = { + "model": get_semantic_model_display_name(), + "token_attention": token_attention, + "full_match_degree": full_match_degree, + } + if debug_info: + out["debug_info"] = {"abbrev": abbrev, "topk_tokens": topk_tokens, "topk_probs": topk_probs} + return out + finally: + if use_gc: + model.gradient_checkpointing_disable() + # 每次推理后清理：避免连续多次调用时 MPS/CUDA 内存累积导致卡死 + DeviceManager.clear_cache(device) + + +def analyze_semantic( + query: str, + text: str, + submode_override: Optional[str] = None, + progress_callback: Optional[Callable[[int, int, str, Optional[int]], None]] = None, + debug_info: bool = False, + full_match_degree_only: bool = False, +) -> Dict: + """ + 分析原文各 token 与 query 的相关度（使用 logits_gradient 梯度归因）。 + + Args: + query: 查询主题 + text: 原文 + submode_override: 评估时可选覆盖子模式（count/match_score已废弃/fill_blank） + progress_callback: 可选进度回调 (step, total_steps, stage, percentage) + debug_info: 为 True 时返回 debug_abbrev（推理原文缩写）；topk_tokens、topk_probs 始终在结果中 + + Returns: + {"model", "token_attention", "full_match_degree"}；debug_info=True 时包含 debug_info 对象 + """ + tokenizer, model, device = ensure_semantic_slot_ready() + return _analyze_logits_gradient( + query, text, tokenizer, model, device, + submode_override=submode_override, + progress_callback=progress_callback, + debug_info=debug_info, + full_match_degree_only=full_match_degree_only, + ) diff --git a/client/src/analysis.html b/client/src/analysis.html new file mode 100644 index 0000000000000000000000000000000000000000..69c8a365e71390823568c05e492a2da137fca934 --- /dev/null +++ b/client/src/analysis.html @@ -0,0 +1,188 @@ + + + + + + + + + + + + + +
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            + + +
            +
            +
            +
            +
            +
            + + + + + + + + diff --git a/client/src/content/home.en.html b/client/src/content/home.en.html new file mode 100644 index 0000000000000000000000000000000000000000..f21e4a31aabaaa67297a496030b5bc593a7290b2 --- /dev/null +++ b/client/src/content/home.en.html @@ -0,0 +1,91 @@ + +
            + Want key points at a glance? Or simply curious about the information-theoretic nature of language?

            Try Info Highlight. It uses large language models to analyze text information density and visualizes where the important parts are.

            The color intensity of each token indicates how much information it carries. Try it yourself! +
            + + +
            + + Learn more + Hide + + + +
            +

            Intuitive Understanding of Information

            +

            From a linguistic perspective, information represents the novelty/surprise/importance of a word. Words that + are harder to predict from context typically carry more information. A simple example: "This morning I opened the door and saw a 'UFO'." + vs "This morning I opened the door and saw a 'cat'." — clearly "UFO" carries more information.

            +
            + + +
            +

            Information-Theoretic Perspective

            +

            In our implementation, the information content of each token comes from how difficult it is for the LLM to + predict that token from left to right.

            +

            + From an information-theoretic perspective, this can be expressed as the conditional information of a token + given the model and the preceding context: +

            + 
            +            Information of tokenᵢ in a text = -log₂P(tokenᵢ | model, token₀, …, tokenᵢ₋₁)
+
            +

            The core assumption behind Info Highlight is that this conditional information aligns with human subjective + perception, such as novelty, surprise, and potential importance. +

            +
            + + +
            +

            Ideal vs Reality

            +

            + For an ideal model, whose knowledge and contextual understanding match that of the reader, the evaluation + would perfectly align with human subjective perception. +

            +

            Therefore, the gap between current results and reader perception mainly comes from two aspects:

            +
              +
            • Model capability vs human reader: The model's understanding and knowledge may be generally less than, + or possibly exceed, the reader's. Imagine comparing a state-of-the-art LLM with a ten-year-old reader.
              • +
            • Model context vs human reader: The model only has the text read so far as context, much less + than the reader's. Info Highlight uses base models without instruction tuning or prompts (which actually + gives the best results).
              • +
            +

            The good news is that LLMs are improving so fast: current analysis results already reflect mainstream + readers' subjective perception to some extent, and can be used to evaluate article information content and + improve reading speed.

            +
            + + +
            +

            Tribute

            +

            Built on the classic project GLTR.io, + developed by Hendrik Strobelt et al. in 2019. GLTR was a web demo that pioneered using GPT-2 prediction + probabilities to detect generated text.

            +

            However, Info Highlight is not meant to detect AI text, but to evaluate the "information quality" of text.

            +
            + + +
            +

            FAQ

            + +

            Is it an AI text detector?

            +

            No.

            +

            When we dislike AI text, we actually dislike low-quality text. We dislike low-quality human-written text, + rather than high-quality AI-generated content. So the key is the "information quality" of the text. + Info Highlight aims to detect "information quality" rather than "AI signs", though it can be used to detect + AI-generated nonsense with no information content.

            + +

            What LLM is currently used?

            +

            Currently the open-source Qwen3-0.6B/1.7B/4B/14B-Base is used. Among them, the 4B model gives + results quite close to most people's subjective perception among the models the author has tested (note that + larger model does not necessarily lead to more consistency with the reader's subjective perception). When + hardware is limited, 0.6B/1.7B models are used; they perform slightly worse than 4B (information + content difference is within ~15%), but the trend is similar.

            + +

            Why does information content affect text quality?

            +

            Low information content means the LLM can easily predict it from context. If even a machine can predict it, + how important can it be? Conversely, high information content means the LLM has difficulty predicting it + from context. (Assuming it's not a mistake) Then it represents key information the author wants to convey + that the machine doesn't know.

            +
            +
            \ No newline at end of file diff --git a/client/src/content/home.zh.html b/client/src/content/home.zh.html new file mode 100644 index 0000000000000000000000000000000000000000..853e13c0f0ee16c6a64be4a5986389ff10dd1190 --- /dev/null +++ b/client/src/content/home.zh.html @@ -0,0 +1,68 @@ + +
            + 想一眼找到文章的关键点？或者只是好奇文字的信息论奥秘？

            试试Info Highlight. 它它用大语言模型分析文本的信息密度，可视化展示哪里更重要。

            每个字的颜色深浅，表示它承载的信息量大小。自己试试吧！ +
            + + +
            + + 了解更多 + 收起 + + + +
            +

            信息量的直观理解

            +

            从语言学角度看，信息量代表一个词所包含的新意/意外性/关键程度。越难从上下文中预测出来的词，通常携带的信息就越多。一个简单的例子："今天早上我打开门看见了一只'飞碟'" 和 + "今天早上我打开门看见了一只'猫'"：在这里显然"飞碟"的信息量更大。

            +
            + + +
            +

            信息论视角

            +

            在工程实现中，每个 token 的信息量，来自大模型从左到右预测当前 token 的难度。

            +

            从信息论角度，它可以表示为当前 token 相对于大模型和已读上下文的条件信息量：

            + 
            +            一段文本中的 tokenᵢ 的信息量 = -log₂P(tokenᵢ | model, token₀, …, tokenᵢ₋₁)
+
            +

            Info Highlight 的核心假设就是，这个条件信息量的大小和人类的主观感受（新意/意外性/潜在关键程度）是一致的。

            +
            + + +
            +

            理想与现实

            +

            对于一个想象中的理想模型（它的包含了上下文的知识量和阅读者一致），那么它评估出的结果应该和阅读者的主观感受是完全一致的。

            +

            所以，目前的实际结果和阅读者主观感受之间的差距，主要来自两个方面：

            +
              +
            • 模型能力和阅读者的差异：模型的理解能力和知识量很可能不如阅读者，也有小可能性过剩，想象一下目前的SOTA大模型和一个十岁孩子阅读者相比。
              • +
            • 模型上下文和阅读者的差异：模型只有文章已读部分作为上下文，远小于阅读者。Info Highlight 使用没有 instruct 微调的 base 模型，也没有任何提示词（其实这样效果已经是最好了）。 +
              • +
            +

            好消息是，大模型进步实在太快了：目前的分析结果已经在一定程度上反映了主流阅读者的主观感受，可以用来评估文章的信息含量，还可以提高阅读速度。

            +
            + + +
            +

            致谢

            +

            基于 2019 年 Hendrik Strobelt 等人开发的经典项目 GLTR.io。GLTR 是一个网页演示，率先用 GPT-2 的预测概率来检测生成文本。

            +

            不过 Info Highlight 的目标不是检测 AI 文本，而是评估文本的“信息质量”。

            +
            + + +
            +

            常见问题

            + +

            它是 AI 文本检测器吗？

            +

            不是。

            +

            当我们反感AI文本时，我们其实是反感低质量的文本。我们更反感低质量的真人写的文本，而不是AI生成的高质量内容。所以，关键是文本的"信息质量"。Info Highlight 的目标是检测"信息质量"而不是“AI痕迹”，虽然它可以用来检测没有信息量的AI胡编文本。 +

            + +

            目前使用的是什么大模型？

            +

            当前使用的是开源的 Qwen3-0.6B/1.7B/4B/14B-Base，其中4B模型是作者测试过的模型里结果挺接近大部分人主观感受的一个（注意并不一定是模型越大越符合阅读者的主观感受）。 + 当硬件配置限制时，会用0.6B/1.7B模型，它们效果比4B稍差（信息量评估结果差异约15%以内），但趋势是类似的。

            + +

            说到底，为什么信息量会影响文本的质量？

            +

            一个词的信息量低，意味着大模型能很容易从上文预测出来。既然机器都能预测出来，那它还能有多关键呢？反之，一个词的信息量高，意味着大模型很难从上文预测出来。（如果不是错误表达的话）那它就代表了作者想要表达，而机器不知道的关键信息。 +

            +
            +
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0000000000000000000000000000000000000000..5737bb5cb5bc7200e845717076fb948db6d13995 --- /dev/null +++ b/client/src/content/images/highlight.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1e70323305a191f5944bbda4d95997df6ff16defdb363e3f9e3a774b60d327d2 +size 78083 diff --git a/client/src/content/page-meta.json b/client/src/content/page-meta.json new file mode 100644 index 0000000000000000000000000000000000000000..7dd029a38bc5d285fe38bf101edf4859d2106355 --- /dev/null +++ b/client/src/content/page-meta.json @@ -0,0 +1,30 @@ +{ + "navPageKeys": ["genAttribute", "analysis", "attribution", "chat"], + "pages": { + "home": { + "title": "Info Lens", + "subtitle": "A toolbox for exploring the informational nature of LLMs and language", + "formula": "LLM × Linguistics × Information Theory" + }, + "analysis": { + "title": "Info Highlight", + "subtitle": "- highlight the 'informative' parts", + "href": "analysis.html" + }, + "chat": { + "title": "LLM Raw Chat", + "subtitle": "- chat with explicit raw prompts", + "href": "chat.html" + }, + "attribution": { + "title": "Context Attribution", + "subtitle": "- attribute a predicted token to its context", + "href": "attribution.html" + }, + "genAttribute": { + "title": "LLM Causal Flow", + "subtitle": "- explore the context-attribution DAG", + "href": "gen_attribute.html" + } + } +} diff --git a/client/src/css/_attribution-inspector.scss b/client/src/css/_attribution-inspector.scss new file mode 100644 index 0000000000000000000000000000000000000000..c32bc3d2a6cc2d5da9f52985672acc853b8966c5 --- /dev/null +++ b/client/src/css/_attribution-inspector.scss @@ -0,0 +1,36 @@ +// 归因：GLTR 结果区 + debug 面板中与完整页/侧栏共用的展示（单一数据源）。 +// 修改本文件即可同时影响 attribution.html 右栏与 index 侧栏 #attribution_panel_results。 +@use "lmf-readout" as lmf; + +.attribution-inspector-surface { + position: relative; + min-width: 0; +} + +// Ghost pill：箭头用 ::before，正文为单个文本子节点 +.LMF .text-layer .attribution-predicted-ghost-pill { + font-family: lmf.$mono-font-stack; + font-size: 10pt; + position: relative; + display: inline-flex; + align-items: center; + vertical-align: middle; // 行内相对父级文字中线，避免默认基线对齐显得偏下 + box-sizing: border-box; + margin-left: 1.5em; + padding: 0.12em 0.5em; // 箭头在框外，左右内边距对称 + // border: 1px dashed rgba(120, 120, 130, 0.55); + border-radius: 9px; + background: rgba(255, 71, 64, 0.7); + // opacity: 0.75; + + // 箭头在虚线框左侧外侧（仍用 ::before，无额外 DOM） + &::before { + content: '->'; + position: absolute; + right: 100%; + margin-right: 0.1em; + opacity: 0.75; + color: var(--text-muted, #666); + white-space: nowrap; + } +} diff --git a/client/src/css/_attribution-sidebar.scss b/client/src/css/_attribution-sidebar.scss new file mode 100644 index 0000000000000000000000000000000000000000..df75499547b10e0bbcc605504aa91278c96cf21a --- /dev/null +++ b/client/src/css/_attribution-sidebar.scss @@ -0,0 +1,186 @@ +// 首页：从信息密度视图打开的归因侧栏（与 attribution 页右栏共用 GLTR / inspector 结构） +@use "lmf-readout" as lmf; + +// 复用 `dialog.scss` 的 `.dialog-overlay`；仅提高 z-index（低于侧栏），显隐仍由 TS 切换 `--visible` +.attribution-flow-backdrop.dialog-overlay { + z-index: 10010; + + &:not(.attribution-flow-backdrop--visible) { + display: none; + } + + &.attribution-flow-backdrop--visible { + display: flex; + } +} + +.attribution-side-panel { + position: fixed; + top: 0; + right: 0; + z-index: 10020; + // 与主栏 .resizer 列对齐：左侧 8px 给拖条热区，header/body 从内容区排版，避免与 LMF 叠层 + padding-left: 8px; + // 宽度由 TS 按主区 right_panel / 窄屏 90vw 设置；未执行脚本前略窄于全屏 + width: 90vw; + max-width: 100vw; + box-sizing: border-box; + height: 100vh; + max-height: 100dvh; + display: flex; + flex-direction: column; + background: var(--panel-bg, #fafafa); + border-left: 1px solid var(--border-color, #ddd); + box-shadow: -4px 0 24px rgba(0, 0, 0, 0.08); + transform: translateX(100%); + visibility: hidden; + transition: transform 0.2s ease, visibility 0.2s; + + &.attribution-side-panel--open { + transform: translateX(0); + visibility: visible; + } +} + +.attribution-side-panel-resize-handle { + position: absolute; + left: 0; + top: 0; + bottom: 0; + width: 8px; + z-index: 1; + cursor: col-resize; + touch-action: none; + background: transparent; + + &::before { + content: ''; + position: absolute; + left: 50%; + top: 0; + bottom: 0; + width: 2px; + transform: translateX(-50%); + background: var(--border-color, #ddd); + transition: background-color 0.2s ease; + } + + &:hover::before, + &:active::before { + background: var(--resizer-hover, #999); + } +} + +.attribution-side-panel-header { + flex: 0 0 auto; + display: flex; + align-items: center; + justify-content: space-between; + gap: 12px; + padding: 10px 20px; + border-bottom: 1px solid var(--border-color, #ddd); + background: var(--bg-color, #fff); +} + +.attribution-side-panel-title { + margin: 0; + font-size: 1rem; + font-weight: 600; +} + +.attribution-side-panel-actions { + display: flex; + align-items: center; + gap: 10px; +} + +.attribution-side-panel-link { + font-size: 9pt; + color: var(--link-color, #06c); + text-decoration: none; + white-space: nowrap; + + &:hover { + text-decoration: underline; + } +} + +.attribution-side-panel-close { + border: none; + background: transparent; + font-size: var(--font-icon-size, 20px); + line-height: 1; + cursor: pointer; + padding: 4px 8px; + color: var(--text-muted, #777); + + &:hover { + color: var(--text-color, #333); + } +} + +// 与主栏 .right_panel > #results 一致：不外圈留白，避免 --panel-bg 与 .LMF（--text-area-bg）间出现灰缝；正文边距由全局 .LMF（_responsive.scss）承担 +.attribution-side-panel-body { + flex: 1 1 auto; + min-height: 0; + overflow: auto; + padding: 0; +} + +.attribution-panel-results { + min-height: 120px; +} + +// 归因确认弹窗内文案 +.dialog-attribution-confirm-hint { + margin-bottom: 12px; + font-size: 9pt; + color: var(--text-muted, #666); + line-height: 1.4; +} + +.dialog-attribution-confirm-target, +.dialog-attribution-confirm-context { + margin-bottom: 10px; + font-size: 9pt; + + .label { + display: block; + margin-bottom: 4px; + color: var(--text-muted, #666); + } + + code { + display: block; + padding: 6px 8px; + background: var(--input-bg); + border: 1px solid var(--input-border); + border-radius: 4px; + word-break: break-all; + font-family: lmf.$mono-font-stack; + } + + .ctx-pre { + margin: 0; + max-height: 160px; + overflow: auto; + padding: 8px; + background: var(--input-bg); + border: 1px solid var(--input-border); + border-radius: 4px; + white-space: pre-wrap; + word-break: break-word; + font-size: 8.5pt; + font-family: lmf.$mono-font-stack; + } +} + +// 与主区 Tooltip `.predictions` 同结构，紧跟 Target prediction 下方 +.dialog-attribution-confirm-topk.predictions-table { + margin-top: 10px; + font-size: 9pt; + + .topk-chart-row--pickable:hover { + background: var(--hover-bg, rgba(0, 0, 0, 0.06)); + } +} diff --git a/client/src/css/_breakpoints.scss b/client/src/css/_breakpoints.scss new file mode 100644 index 0000000000000000000000000000000000000000..d7a15d0375673159bc7dbc9b13ea1dbeb390d220 --- /dev/null +++ b/client/src/css/_breakpoints.scss @@ -0,0 +1,5 @@ +// 响应式断点配置（Sass 变量） +// 统一在这里维护数值，供各处通过 @use 引入 +$breakpoint-mobile: 767px; +$breakpoint-tablet: 768px; + diff --git a/client/src/css/_buttons.scss b/client/src/css/_buttons.scss new file mode 100644 index 0000000000000000000000000000000000000000..31cb6cc5b70c2441be4dd8b94f58a31294294540 --- /dev/null +++ b/client/src/css/_buttons.scss @@ -0,0 +1,158 @@ +// 按钮样式模块 + +// 按钮 inactive 状态公共样式 +%button-inactive { + opacity: 0.5; + cursor: not-allowed; + pointer-events: none; +} + +// 主要按钮样式（Analyze、Upload） +.primary-btn { + padding: 3px 16px; + border: 1px solid var(--button-border); + border-radius: 4px; + background-color: var(--button-bg); + color: var(--button-text); + font-family: inherit; + font-size: 10pt; // 字号保持不变 + font-weight: 500; + cursor: pointer; + transition: all 0.15s ease; + box-shadow: 0 1px 2px rgba(0, 0, 0, 0.05); + + &:hover:not(.inactive) { + background-color: var(--button-hover-bg); + border-color: var(--button-border); + box-shadow: 0 1px 3px rgba(0, 0, 0, 0.1); + transform: translateY(-1px); + } + + &:active:not(.inactive) { + background-color: var(--button-active-bg); + transform: translateY(0); + box-shadow: 0 1px 2px rgba(0, 0, 0, 0.05); + } + + &.selected { + background-color: #e3f2fd; + border-color: #90caf9; + color: #1976d2; + } + + &.inactive { + @extend %button-inactive; + } +} + +// 文本操作按钮样式（Clear、Paste）- 无边框黑灰色调次要按钮 +.text-action-btn { + padding: 1.5px 8px; // 保持较小高度 + border: none; // 无边框 + border-radius: 4px; + background-color: transparent; // 透明背景 + color: var(--text-color); + font-family: inherit; + font-size: 9pt; // 字号保持不变 + font-weight: 400; + cursor: pointer; + transition: all 0.15s ease; + + &.inactive { + @extend %button-inactive; + } + + &:hover:not(.inactive) { + background-color: var(--text-action-btn-hover); // hover时浅灰色背景 + } + + &:active:not(.inactive) { + background-color: var(--text-action-btn-hover); // active时更深的灰色背景 + opacity: 0.8; + } +} + +// 刷新按钮样式 +.refresh-btn { + padding: 4px; + font-size: 14pt; + cursor: pointer; + background-color: transparent; + border: none; // 去掉边框 + border-radius: 4px; + display: inline-flex; + align-items: center; + justify-content: center; + min-width: 28px; + height: 28px; + transition: all 0.15s ease; + color: var(--refresh-btn-color); // 颜色变浅 + + &:hover { + background-color: var(--refresh-btn-hover); + } + + &:active { + background-color: var(--refresh-btn-hover); + transform: scale(0.95); // 按下效果 + } + + // 移除旋转动画，只保留按下效果 +} + +// 通用按钮样式（保持向后兼容，但特定类按钮会覆盖这些样式） +button { + -webkit-transition-duration: 0.15s; + transition-duration: 0.15s; + font-family: inherit; + cursor: pointer; + border-radius: 4px; + outline: none; // 移除默认的outline + + // 如果没有特定类，使用默认样式（通用按钮样式，支持夜间模式） + &:not(.primary-btn):not(.text-action-btn):not(.refresh-btn):not(.demoBtn):not(.dialog-button):not(.demo-delete-btn):not(.demo-history-promote-btn) { border: 1px solid var(--button-border); + padding: 6px 16px; + background-color: var(--button-bg); + color: var(--button-text); + font-weight: 500; + box-shadow: 0 1px 2px rgba(0, 0, 0, 0.05); + transition: all 0.2s ease; + + &:hover:not(.inactive) { + background-color: var(--button-hover-bg); + border-color: var(--button-border); + box-shadow: 0 1px 3px rgba(0, 0, 0, 0.1); + } + + &:active:not(.inactive) { + background-color: var(--button-active-bg); + transform: scale(0.98); + } + + &.selected { + background-color: #e3f2fd; + border-color: #90caf9; + color: #1976d2; + } + + &.inactive { + @extend %button-inactive; + } + } +} + +button:active :focus { + background-color: #98b7d9; +} + +// 超链接样式 +.compare-link, +.chat-link, +.home-link { + color: var(--primary-color, #3b82f6); + text-decoration: underline; + + &:hover { + color: var(--primary-color, #2563eb); + } +} diff --git a/client/src/css/_demo-list.scss b/client/src/css/_demo-list.scss new file mode 100644 index 0000000000000000000000000000000000000000..98535aa255d1d0b5304b70537f03eead8063e2a2 --- /dev/null +++ b/client/src/css/_demo-list.scss @@ -0,0 +1,53 @@ +// Demo列表公共样式 - 被start.scss和compare.scss共享 + +// Demo列表容器 - 基础布局样式 +.demos { + display: flex; // 使用flex布局 + flex-direction: column; // 单列竖向排列 + overflow-y: auto; // 垂直滚动 + overflow-x: auto; // 水平滚动，当内容超出时显示横向滚动条 + // 禁用CSS Columns布局 + column-count: 1; // 强制单列 + column-width: auto; // 取消固定列宽 + column-gap: 0; // 取消列间距 +} + +// Demo项基础样式 +.demo-item { + display: flex; + align-items: center; + gap: 4px; + break-inside: avoid; // 防止demo项被分列截断 +} + +// Demo按钮样式 +.demoBtn, .demo-folder-btn { + display: block; // 每个按钮占一行 + width: max-content; // 宽度根据内容自适应，确保完整显示文件名 + box-sizing: border-box; // 确保padding和border包含在宽度内 + border-radius: 3px; + border: none; // 去除外框 + padding: 0 6px; // 去掉上下留白以压缩行距 + margin-bottom: 0; // 移除按钮之间的额外间隔 + font-size: 9pt; + line-height: 1.2; // 紧凑但可读 + text-align: center; // 文字居中 + white-space: nowrap; // 防止文字换行 + background-color: var(--button-bg); + color: var(--text-color); + transition: background-color 0.3s ease, color 0.3s ease, border 0.2s ease, box-shadow 0.2s ease; + + &:hover { + background-color: var(--button-hover-bg); + } +} + +// 选中状态的按钮样式 +.demoBtn.demo-selected, +.demo-folder-btn.demo-selected { + border: 1px solid var(--primary-color, #3b82f6); + background-color: rgba(59, 130, 246, 0.12); + color: var(--primary-color, #3b82f6); + box-shadow: 0 0 0 1px rgba(59, 130, 246, 0.35); +} + diff --git a/client/src/css/_generation-status.scss b/client/src/css/_generation-status.scss new file mode 100644 index 0000000000000000000000000000000000000000..890ac722e4ef67447968395dcbcef083f94b1e8c --- /dev/null +++ b/client/src/css/_generation-status.scss @@ -0,0 +1,17 @@ +// 生成类页面（Raw Chat、Causal Flow 等）共用：转圈与生成结束原因同槽展示 + +.generation-status-slot.loader-small-container { + display: flex; + align-items: center; +} + +.generation-status-slot .generation-end-reason { + font-size: 8.5pt; + font-style: italic; + color: var(--text-muted); + line-height: 1.2; +} + +.generation-status-slot .generation-end-reason:empty { + display: none; +} diff --git a/client/src/css/_lmf-readout.scss b/client/src/css/_lmf-readout.scss new file mode 100644 index 0000000000000000000000000000000000000000..f5dcf24ee2f77736c415a60396a18c65a3b4b58c --- /dev/null +++ b/client/src/css/_lmf-readout.scss @@ -0,0 +1,30 @@ +// GLTR 阅读区可读文本（与 SVG 覆盖层下纯文本节点一致：无 .token，字重继承 .LMF） +// 日间继承 body 400；夜间见 start.scss [data-theme="dark"] .LMF { font-weight: 300 } +// 有 .token 包裹的旧路径仍由 .token { font-weight: 500 } 单独加粗 +// 背景由各自容器设置（如 .LMF 用 --text-area-bg，chat 预览用 transparent） + +// 系统等宽栈（tooltip / Top-K / 语义 debug / 归因侧栏 code 与 pre / compare 等复用；--font-icon 除外） +$mono-font-stack: + "SF Mono", + "Menlo", + "Monaco", + "Consolas", + "Liberation Mono", + "DejaVu Sans Mono", + "Courier New", + monospace; + +@mixin lmf-readout-text { + white-space: pre-wrap; + word-wrap: break-word; + overflow-wrap: break-word; + font-size: 12pt; + line-height: 1.5; + font-family: inherit; + // 不显式设 font-weight，与 .LMF 正文一致 + color: var(--text-color); + user-select: text; + -webkit-user-select: text; + -moz-user-select: text; + -ms-user-select: text; +} diff --git a/client/src/css/_loaders.scss b/client/src/css/_loaders.scss new file mode 100644 index 0000000000000000000000000000000000000000..c8b6bcf176119d5338bc7c783f5ef52b06342fd6 --- /dev/null +++ b/client/src/css/_loaders.scss @@ -0,0 +1,14 @@ +// 通用小尺寸 loading 动画（供 loadersmall、semantic-index-loader 等复用） + +.loadersmall { + display: inline-block; + border: 3px solid var(--loading-spinner-border); + -webkit-animation: spin 1s linear infinite; + animation: spin 1s linear infinite; + border-top: 3px solid var(--loading-spinner-top); + border-radius: 50%; + width: 10px; + height: 10px; + transition: border-color 0.3s ease; + flex-shrink: 0; +} diff --git a/client/src/css/_query-history-dropdown.scss b/client/src/css/_query-history-dropdown.scss new file mode 100644 index 0000000000000000000000000000000000000000..042e1fd876c6d7db0d6e21ac863382608292b7e2 --- /dev/null +++ b/client/src/css/_query-history-dropdown.scss @@ -0,0 +1,43 @@ +// 语义搜索 / Chat 共用：查询历史下拉列表视觉 +@mixin query-history-dropdown { + position: absolute; + left: 0; + right: 0; + top: 100%; + margin: 2px 0 0; + padding: 4px 0; + list-style: none; + background: var(--input-bg); + border: 1px solid var(--input-border); + border-radius: 4px; + box-shadow: 0 4px 12px rgba(0, 0, 0, 0.15); + max-height: 200px; + overflow-y: auto; + z-index: 100; + display: none; + + &.is-visible { + display: block; + } + + li { + display: flex; + align-items: center; + justify-content: space-between; + padding: 0 10px; + cursor: pointer; + gap: 8px; + + &:hover { + background: var(--hover-bg, rgba(0, 0, 0, 0.05)); + } + + .history-text { + flex: 1; + min-width: 0; + overflow: hidden; + text-overflow: ellipsis; + white-space: nowrap; + } + } +} diff --git a/client/src/css/_responsive.scss b/client/src/css/_responsive.scss new file mode 100644 index 0000000000000000000000000000000000000000..b3e235967a638945cb88612d3dd9ef964426612a --- /dev/null +++ b/client/src/css/_responsive.scss @@ -0,0 +1,287 @@ +// 响应式样式模块 +// 依赖统一的断点配置（见 _breakpoints.scss） +@use "breakpoints" as *; + +// ==================== Mixins ==================== + +// 公共容器样式：100%宽度，border-box，可见溢出 +@mixin full-width-container { + width: 100%; + box-sizing: border-box; +} + +// 移动端滚动容器：使用 body 滚动条，禁止横向滚动 +@mixin mobile-scroll-container { + overflow: visible; // 确保不使用自己的滚动条 + overflow-x: hidden; // 禁止横向滚动 + overflow-y: visible; // 允许垂直滚动，使用body的滚动条 +} + +// 全宽自适应容器：100%宽度，不超过父容器 +@mixin full-width-adaptive { + width: 100%; + max-width: 100%; + box-sizing: border-box; +} + +// 窄屏布局（视口 ≤767px 与设置「强制窄屏」共用） +@mixin narrow-app-layout($root) { + #{$root} { + margin: 0; + padding: 0; + height: auto; // 不使用固定高度，避免100vh问题 + overflow-x: hidden; + width: 100%; + max-width: 100vw; + touch-action: pan-y; + } + + #{$root} body { + margin: 0; + padding: 0; + overflow-y: auto; // 允许垂直滚动 + overflow-x: hidden; + width: 100%; + max-width: 100vw; + height: auto; // 不使用100vh，让高度自适应内容 + min-height: 0; // 移除最小高度限制 + touch-action: pan-y; // 允许垂直触摸滑动 + -webkit-overflow-scrolling: touch; // iOS平滑滚动 + } + + #{$root} .main_frame { + position: relative; // 覆盖桌面端的固定定位 + height: auto; // 覆盖桌面端的100vh，避免移动浏览器UI高度不一致 + min-height: 0; // 移除最小高度限制 + flex-direction: column; + overflow-x: hidden; // 禁止横向滚动 + overflow-y: visible; // 允许内容溢出，由body滚动 + overflow: visible; // 确保完全不阻止滚动 + width: 100%; + max-width: 100vw; + box-sizing: border-box; + touch-action: pan-y; // 允许垂直触摸滑动 + } + + #{$root} .left_panel { + flex: 0 0 auto; // 不固定高度，根据内容自适应 + @include full-width-adaptive; + min-width: 100%; // 覆盖桌面端的 min-width: 10vw + padding: 8px 15px 15px; + border-right: none; // 移除右边框 + border-bottom: 1px solid var(--border-color); // 添加底部分隔线 + @include mobile-scroll-container; + touch-action: pan-y; // 只允许垂直方向的触摸滑动 + } + + #{$root} .resizer { + display: none; + } + + #{$root} .right_panel { + flex: 1 1 auto; + @include full-width-adaptive; + padding: 0; + overflow-x: hidden; + overflow-y: hidden; // 窄屏模式下禁用滚动条，使用body滚动 + overflow: hidden; // 彻底禁用滚动条，防止出现多余的滚动条 + background: var(--panel-bg); + min-height: 0; // 移除最小高度，让内容自然展开 + height: auto; // 高度自适应内容 + position: relative; + touch-action: pan-y; + } + + #{$root} #results { + padding: 0; + margin: 0; + position: relative; + @include full-width-container; + @include mobile-scroll-container; + min-height: 0; // 移除100%高度限制，让内容自然展开 + height: auto; // 高度自适应内容 + } + + #{$root} .LMF { + position: relative; + @include full-width-container; + @include mobile-scroll-container; + min-height: 350px; // 确保至少350px高度以容纳tooltip（内容不足时生效） + height: auto; // 高度自适应内容 + padding: 15px 12px; // 基础padding + + &.minimap-enabled { + padding-right: calc(12px + var(--minimap-width)); + } + } + + #{$root} .text-loading-overlay { + min-height: 0; // 移除100%高度限制 + height: auto; // 由于使用绝对定位和top/bottom:0，会自动填充，但确保不强制最小高度 + } + + #{$root} .container { + padding: 10px; // 减小padding等小屏幕 + box-sizing: border-box; + } + + #{$root} .floating_content { + @include full-width-adaptive; + overflow: visible; + } + + #{$root} #stats { + order: 2; + padding: 0 5px; // 增加左右padding，避免直方图被遮挡 + @include full-width-adaptive; + + svg { + @include full-width-adaptive; + height: auto; + display: block; + } + } + + #{$root} #all_result { + @include full-width-container; + @include mobile-scroll-container; + padding: 0; + } + + #{$root} #res { + order: 1; + } + + #{$root} .app-page-toolbar--bleed { + margin: 0 -15px 10px -15px; + padding: max(10px, env(safe-area-inset-top)) 15px 10px 15px; + } + + #{$root} button { + padding: 8px 12px; + font-size: 11pt; + } + + #{$root} .textarea-wrapper textarea { + min-height: 80px; + font-size: 16px; // 设置为至少 16px，防止 iOS 自动缩放 + } + + #{$root} input[type="text"], + #{$root} input[type="url"], + #{$root} input[type="search"], + #{$root} input[type="email"], + #{$root} input[type="number"], + #{$root} input[type="tel"], + #{$root} input[type="password"], + #{$root} select { + font-size: 16px; // 所有文本类输入控件在移动端统一使用 16px + } +} + +// 平板及以上（≥768px）- 桌面端样式（强制窄屏时收紧为 html:not([data-force-narrow])） +@media (min-width: $breakpoint-tablet) { + html:not([data-force-narrow]) { + height: 100%; // 确保html高度为100% + + body { + height: 100vh; // 使用100vh确保填满视口，消除底部空白 + min-height: 100vh; // 同时设置min-height作为备用 + } + + .main_frame { + position: fixed; + top: 0px; + left: 0; + width: 100%; + height: 100%; // 使用100%而不是100vh，基于body的高度，消除底部空白 + min-height: 100vh; // 确保至少填满视口 + display: flex; // 保持flex布局用于左右面板 + overflow: hidden; + } + + .left_panel { + flex: 0 0 1200px; // 设置一个合理的默认值，会被JS动态覆盖 + min-width: 10vw; // 最小宽度为屏幕宽度的10% + max-width: 90vw; // 最大宽度为屏幕宽度的90% + padding: 8px 20px 20px; + overflow-y: auto; + overflow-x: hidden; // 防止水平滚动，确保内容不会被遮挡 + border-right: 1px solid var(--border-color); + background-color: var(--bg-color); + box-sizing: border-box; // 确保padding包含在宽度计算中 + transition: background-color 0.3s ease, border-color 0.3s ease; + + > * { + max-width: 100%; // 确保子元素不超过容器宽度 + box-sizing: border-box; // 确保宽度计算正确 + } + } + + .resizer { + width: 8px; + background: var(--resizer-bg); + cursor: col-resize; + position: relative; + flex-shrink: 0; + transition: background-color 0.3s ease; + } + + .resizer::before { + content: ''; + position: absolute; + left: 50%; + top: 0; + bottom: 0; + width: 2px; + background: var(--border-color); + transform: translateX(-50%); + transition: background-color 0.3s ease; + } + + .resizer:hover::before { + background: var(--resizer-hover); + } + + .right_panel { + flex: 1; // 占据剩余空间 + display: flex; + flex-direction: column; + min-height: 0; + padding: 0; // 移除 padding，让 LMF 层填充整个区域 + overflow-y: auto; + overflow-x: hidden; // 禁止横向滚动，但允许内容溢出以显示发光效果 + background: var(--panel-bg); + transition: background-color 0.3s ease; + position: relative; // 为绝对定位的子元素提供定位上下文 + } + + #results { + @include full-width-container; + overflow: visible; // 确保发光效果不被裁剪 + position: relative; // 相对定位，让内容自然扩展 + min-height: 100%; // 至少填充整个 right_panel + margin: 0; // 移除 margin-top + } + + .LMF { + @include full-width-container; + min-height: 100%; // 至少填充整个 #results 容器 + // 添加 padding 为发光效果留出空间（drop-shadow 最大约 16px） + padding: 20px; // 为发光效果留出足够空间，略大于最大阴影范围 + overflow: visible; // 确保发光效果不被裁剪，不使用自己的滚动条 + } + + .floating_content { + @include full-width-adaptive; + } + } + + // 宽屏下强制窄屏：仅匹配含 .main_frame 的子页（避免改写首页 body.nav-landing-page） + @include narrow-app-layout('html[data-force-narrow]:has(.main_frame)'); +} + +// 移动端响应式样式（≤767px） +@media (max-width: $breakpoint-mobile) { + @include narrow-app-layout('html'); +} diff --git a/client/src/css/_semantic-analysis.scss b/client/src/css/_semantic-analysis.scss new file mode 100644 index 0000000000000000000000000000000000000000..31bd5a894cd4b4330b07239fe209c6f4c2b4111a --- /dev/null +++ b/client/src/css/_semantic-analysis.scss @@ -0,0 +1,210 @@ +// 语义分析相关样式（section、查询输入、历史下拉、loader） + +@use "loaders"; +@use "breakpoints" as *; +@use "query-history-dropdown" as qh; +@use "lmf-readout" as lmf; + +// 子模式行：首页语义区、Chat 等复用（与 Ask 按钮分离时单独成行） +.semantic-submode-row { + display: flex; + align-items: center; + gap: 6px; + + .semantic-submode-group { + display: flex; + align-items: center; + gap: 6px; + + &.semantic-submode-group-right { + margin-left: auto; + } + } + + .semantic-submode-label { + font-size: 9pt; + color: var(--text-muted); + } + + .semantic-submode-select { + padding: 4px 8px; + font-size: inherit; + border: 1px solid var(--input-border); + border-radius: 4px; + background: var(--input-bg); + color: var(--text-color); + min-width: 100px; + } + + .semantic-threshold-input { + width: 4em; + padding: 4px 8px; + font-size: inherit; + border: 1px solid var(--input-border); + border-radius: 4px; + background: var(--input-bg); + color: var(--text-color); + } +} + +// 语义分析区（在 button-group 与 histogram 之间，仅在 semantic_analysis 模式下显示） +.semantic-analysis-section { + margin-top: 10px; + padding: 8px 0; + border-top: 1px solid var(--border-color); + + .semantic-index-row { + display: flex; + align-items: center; + gap: 10px; + margin-bottom: 8px; + + .semantic-index-model { + flex: 1 1 auto; + display: flex; + justify-content: center; + align-items: center; + font-size: 8pt; + color: var(--text-muted); + min-width: 150px; + min-height: 32px; + text-align: center; + } + + .semantic-index-model.is-hidden { + visibility: hidden; + opacity: 0; + } + } + + .semantic-analysis-controls { + display: flex; + flex-direction: column; + gap: 8px; + + .semantic-search-row { + display: flex; + gap: 8px; + align-items: center; + } + + .semantic-search-actions { + display: flex; + flex-wrap: wrap; + align-items: center; + gap: 8px; + flex-shrink: 0; + min-width: 0; // 允许内部长文案在 wrap 时换行，而非撑破父级后裁切 + } + + .semantic-match-degree { + font-size: 9pt; + color: var(--text-muted, #666); + white-space: nowrap; + flex-shrink: 0; // 参与布局，且不被 flex 挤没 + + :root[data-theme="dark"] & { + color: var(--text-muted, #999); + } + } + + // flex-grow: 0 — 输入区宽度不随右侧（匹配度/Stop·Search 切换）变化，Search 按钮相对行首位置固定 + .semantic-search-input-wrapper { + flex: 0 1 300px; + min-width: 100px; + max-width: 300px; + position: relative; + } + + .semantic-search-input { + width: 100%; + box-sizing: border-box; + padding: 6px 28px 6px 10px; + font-family: inherit; + border: 1px solid var(--input-border); + border-radius: 4px; + background: var(--input-bg); + color: var(--text-color); + } + + .semantic-search-clear { + position: absolute; + right: 6px; + top: 50%; + transform: translateY(-50%); + width: 16px; + height: 16px; + padding: 0; + outline: none; + display: none; + align-items: center; + justify-content: center; + + &.is-visible { display: flex; } + } + + .semantic-search-history-dropdown { + @include qh.query-history-dropdown; + } + } +} + +// 语义索引 loader：与 loadersmall 同风格，独立控制（不受 isGlobalLoading 影响） +.semantic-index-loader { + @extend .loadersmall; +} + +// 语义搜索 loader：与 semantic-index-loader 同风格 +.semantic-search-loader { + @extend .loadersmall; +} + +// 语义分析 debug 信息（文本渲染区下方，仅在有 debug 数据时显示） +.semantic-debug-info { + margin-top: 8px; + padding: 8px; + font-size: 9pt; + color: var(--text-muted, #666); + border-top: 1px solid var(--border-color); + white-space: pre-wrap; + word-break: break-word; + overflow-wrap: break-word; + min-width: 0; // 允许在 flex 中收缩 + max-width: 100%; + box-sizing: border-box; + + .semantic-debug-abbrev pre { + margin: 0 0 6px 0; + font-size: inherit; + white-space: pre-wrap; + word-break: break-word; + overflow-wrap: break-word; + max-width: 100%; + } + + // TopK 图表：与 tooltip 一致，宽度更大，与上方打印区留间隔 + .semantic-debug-topk-chart { + margin-top: 20px; + } +} + +// 语义分析阶段级进度：参与 flex 布局，占据实际宽度，避免绝对定位溢出被裁切/遮挡 +.semantic-progress { + display: none; + font-size: 9pt; + color: var(--text-muted, #666); + white-space: nowrap; + line-height: 1.2; + flex-shrink: 0; + + :root[data-theme="dark"] & { + color: var(--text-muted, #999); + } +} + +// 窄屏：与 _responsive 中 input[type=text] 的 16px 一致；上方三层嵌套选择器优先级高于 input[type=text]，故在此用同权重规则 + 源顺序覆盖 +@media (max-width: $breakpoint-mobile) { + .semantic-analysis-section .semantic-analysis-controls .semantic-search-input { + font-size: 16px; + } +} diff --git a/client/src/css/attribution.scss b/client/src/css/attribution.scss new file mode 100644 index 0000000000000000000000000000000000000000..d395a43198dc09cb32ddb2041e85c68d6057368a --- /dev/null +++ b/client/src/css/attribution.scss @@ -0,0 +1,121 @@ +// Attribution：在 start + chat 之上仅叠本页差异（chat.scss 已含 toolbar / right-stack / cached bar / history 下拉） +@use "attribution-inspector"; + +// Cached history 下拉：覆盖全局 query-history（mixin 含 max-height:200px，须显式 max-height:none 才取消上限）；原生竖向 resize +#attribution_cached_history_dropdown.semantic-search-history-dropdown { + height: min(32vh, 360px); + min-height: 120px; + max-height: none; + resize: vertical; + overflow-y: auto; +} + +#attribution_result_info { + white-space: pre-line; + text-align: center; +} + +// Target prediction 面板与上方 Context 面板之间的间距 +.attribution-target-panel { + margin-top: 12px; +} + +// Target prediction 输入框较矮（chat.scss 中 .input-section textarea 默认 250px，此处覆盖 target） +.attribution-target-panel .textarea-wrapper textarea { + height: 60px; +} + +// Analyze 行下方：与 semantic_submode_row 同系样式（见 _semantic-analysis.scss） +.attribution-max-score-row { + margin-top: 10px; + flex-wrap: wrap; +} + +.attribution-use-mapping-label { + display: inline-flex; + align-items: center; + gap: 6px; + font-size: inherit; + cursor: pointer; + user-select: none; +} + +.attribution-max-score-slider-group { + flex: 1 1 180px; + min-width: 0; +} + +.attribution-max-score-range { + flex: 1 1 auto; + min-width: 80px; + max-width: 220px; + vertical-align: middle; +} + +// 「Max score」标签与数值：继承字体；未勾选映射时为灰色，勾选后主色 +.attribution-max-score-row.semantic-submode-row { + .semantic-submode-label { + font-size: inherit; + } + + .attribution-max-score-value { + font-size: inherit; + font-variant-numeric: tabular-nums; + min-width: 2.5em; + text-align: right; + } + + &:not(:has(#attribution_use_mapping:checked)) { + .attribution-max-score-slider-group .semantic-submode-label, + .attribution-max-score-value { + color: var(--text-muted); + } + } + + &:has(#attribution_use_mapping:checked) { + .attribution-max-score-slider-group .semantic-submode-label, + .attribution-max-score-value { + color: var(--text-primary); + } + } +} + +.attribution-exclude-prompt-patterns-row { + margin-top: 10px; + display: flex; + flex-direction: column; + gap: 4px; +} + +// 「Exclude prompt patterns」标签：与 Max score 行共用 semantic-submode-row（gap 等）；未勾选使能时为灰色，勾选后主色 +.attribution-exclude-prompt-patterns-header { + flex-wrap: wrap; + + .semantic-submode-label { + font-size: inherit; + } + + &:not(:has(#attribution_exclude_prompt_patterns_enable:checked)) .semantic-submode-label { + color: var(--text-muted); + } + + &:has(#attribution_exclude_prompt_patterns_enable:checked) .semantic-submode-label { + color: var(--text-primary); + } +} + +.attribution-exclude-prompt-patterns-input { + width: 100%; + box-sizing: border-box; + font-size: 9pt; + padding: 6px 8px; + border: 1px solid var(--input-border); + border-radius: 4px; + background: var(--input-bg); + color: var(--text-color); + + &:disabled { + opacity: 0.55; + cursor: not-allowed; + } +} diff --git a/client/src/css/chat.scss b/client/src/css/chat.scss new file mode 100644 index 0000000000000000000000000000000000000000..eeb9b1f196320ca3e64d4048b3c9f6ec307b15fb --- /dev/null +++ b/client/src/css/chat.scss @@ -0,0 +1,204 @@ +// Chat 页面：在 start.scss 之上叠少量工具栏与内联下拉样式 + +@use "buttons"; +@use "generation-status"; +@use "lmf-readout" as lmf; +@use "query-history-dropdown" as qh; + +// Raw prompt mode 行在输入区上方，与下方面板留出间距 +.input-section > .chat-raw-prompt-mode-row { + margin-bottom: 8px; +} + +// 与 Raw prompt 行同结构：Ask 行上方单独配置（max new tokens） +.input-section .textarea-wrapper.chat-prompt-actions-row .chat-completion-options-row { + margin-bottom: 8px; + width: 100%; +} + +.chat-max-new-tokens-label { + display: inline-flex; + align-items: center; + gap: 6px; +} + +.chat-max-new-tokens-input { + min-width: 5em; +} + +// Chat 模板模式：System / User 两块纵向堆叠 +#chat_input_panel .chat-prompt-panel + .chat-prompt-panel { + margin-top: 12px; +} + +// System 行：勾选「使用 system」时与标签同一行；未勾选时仅禁用输入区与按钮（标签仍可点） +.chat-use-system-label { + display: inline-flex; + align-items: center; + gap: 6px; + cursor: pointer; + margin: 0; + font: inherit; + color: inherit; +} + +.chat-prompt-panel.chat-system-prompt-suppressed .text-action-buttons-top, +.chat-prompt-panel.chat-system-prompt-suppressed .textarea-wrapper.chat-prompt-textarea-block { + opacity: 0.55; +} + +// 右栏 .right_panel 的纵向 flex 已见 _responsive.scss（全页统一） + +// 双实例：与下方 LMF 视觉上同一阅读区（同色、同字号行高、单一内边距，无分隔缝） +// 不设 min-height:0：否则栈被压成视口高，长文 overflow 落在盒外，背景不跟字延伸（露出 .right_panel 灰底）。 +.chat-right-stack { + display: flex; + flex-direction: column; + flex: 1; + width: 100%; + box-sizing: border-box; + background: var(--text-area-bg); + color: var(--text-color); + // 与桌面端 #results .LMF 的 20px 一致，整块共用一个 padding，避免 prompt / LMF 双份留白 + padding: 20px; + // 为 token 发光留出与原先 LMF 相当的边距（原先由 LMF padding 承担） + overflow: visible; +} + +// 归因/Chat 右栏：栈内整栏为 --text-area-bg，debug 条需与首页语义区下方（透出 .right_panel）视觉一致 +.chat-right-stack .semantic-debug-info { + background-color: var(--panel-bg); +} + +// 与 LMF 可读正文同源（_lmf-readout.scss）；颜色用 token 截断区同款灰，与续写主文区分 +// 与窄屏一致：不设框内 max-height/scroll，长文由 .right_panel 纵向滚动，整块背景随内容延伸 +.chat-prompt-used { + @include lmf.lmf-readout-text; + flex: 0 0 auto; + margin: 0; + padding: 0; + box-sizing: border-box; + border: none; + background-color: transparent; + color: var(--token-truncated-color); +} + +// 流式续写预览：delta 阶段替代 #results 内 LMF 的阅读区；结束后由 LMF 接管信息密度可视化 +.chat-streaming-preview { + @include lmf.lmf-readout-text; + flex: 0 0 auto; + margin: 0; + padding: 0; + box-sizing: border-box; + position: relative; + background-color: transparent; // 不叠在 .chat-right-stack 的 --text-area-bg 上 +} + +// 首包前预览仍 hidden：保留 #results 占位；有正文后与 LMF 互斥，占满剩余高度，由 .right_panel 滚动（与 LMF 一致） +// 不设 min-height:0：与 .chat-right-stack 同理，避免预览区被压扁后正文落在盒外、背景断层。 +.chat-right-stack.chat-ask-in-flight #chat_streaming_preview:not([hidden]) { + flex: 1 1 auto; + overflow: visible; +} + +.chat-right-stack.chat-ask-in-flight #chat_streaming_preview:not([hidden]) ~ #results { + flex: 0 0 0; + min-height: 0 !important; + max-height: 0; + overflow: hidden; + margin: 0; + padding: 0; +} + +// 与 :root[data-theme="dark"] .LMF 一致：该二元素不在 .LMF 内，需单独对齐 300 +:root[data-theme="dark"] { + .chat-prompt-used, + .chat-streaming-preview { + font-weight: 300; + } +} + +.chat-right-stack #results { + flex: 1; + min-height: 0; +} + +.chat-copy-fulltext-row { + flex: 0 0 auto; + margin-top: 16px; + padding-top: 12px; + border-top: 1px solid var(--border-color, rgba(0, 0, 0, 0.12)); + display: flex; + justify-content: flex-end; +} + +// 内边距已由 .chat-right-stack 提供，此处去掉 LMF 默认 padding，与 prompt 区无缝衔接 +.chat-right-stack #results .LMF { + padding: 0; +} + +@media (max-width: 767px) { + .chat-right-stack { + // 与 _responsive.scss 窄屏 .LMF 的 15px 12px 对齐 + padding: 15px 12px; + } + + // 窄屏：随内容增高，由 body 滚动，无框内滚动条 + .input-section .textarea-wrapper textarea { + min-height: 80px; + max-height: none; + height: auto; + field-sizing: content; + } + + .chat-right-stack #results .LMF.minimap-enabled { + padding-right: calc(12px + var(--minimap-width)); + } +} + +// 顶栏外壳与动作区见 start.scss（.app-page-toolbar / .app-page-toolbar--bleed / .app-page-toolbar-actions） + +// 与原先指标区首行（bytes|chars|tokens）一致；不再用嵌套在 tokens 下时的 0.88em 子行缩小 +.text-metrics-chat #metric_usage .text-metrics-api-usage { + font-size: inherit; + line-height: inherit; + opacity: 1; +} + +// 左栏：toolbar 与输入区之间，续写缓存入口（wrapper 全宽以便下拉 left/right 撑满；按钮用 flex 靠右） +.chat-cached-history-bar { + margin-bottom: 12px; +} + +.chat-cached-history-bar .chat-prompt-history-wrapper { + width: 100%; + display: flex; + flex-direction: column; + align-items: flex-end; +} + +// Chat：与首页共用 mixin（类名与 localStorage 亦与 semantic 查询历史一致） +.chat-prompt-history-wrapper { + position: relative; + width: 100%; + box-sizing: border-box; +} + +.chat-prompt-history-wrapper .semantic-search-history-dropdown { + @include qh.query-history-dropdown; +} + +// Chat：Prompt 文本框初始高度（覆盖 start.scss 全局 textarea 与 max-height:300px） +.input-section .textarea-wrapper textarea { + height: 250px; +} + +// System 输入框单独较矮，默认 50px +.input-section .textarea-wrapper textarea#chat_system_text { + height: 50px; +} +@media (min-width: 768px) { + .input-section .textarea-wrapper textarea { + font-size: calc(var(--font-size-base) + 2pt); + } +} diff --git a/client/src/css/compare.scss b/client/src/css/compare.scss new file mode 100644 index 0000000000000000000000000000000000000000..7d9074c0e4a28acd1e644cafc5a75e7178dc46d5 --- /dev/null +++ b/client/src/css/compare.scss @@ -0,0 +1,406 @@ +// 对比页面样式 - 使用 Grid 布局 +// 复用公共模块（Sass 新模块系统） +@use "lmf-readout" as lmf; +@use "demo-list"; +@use "buttons"; + +// 夜间模式：强制使用暗色滚动条 +:root[data-theme="dark"] { + color-scheme: dark; +} + +// 主框架样式 +.main_frame { + opacity: 1; + transition-property: opacity; + transition-duration: 1s; +} + +.compare-wrapper { + zoom: 0.9; + height: 111.11vh; // 移动端补偿缩放：100vh / 0.9 + display: grid; + grid-template-rows: auto 1fr; // 第一行自动高度（工具栏），第二行占据剩余空间 + overflow: hidden; // 防止整体溢出 + box-sizing: border-box; + width: 100%; // 宽度为父容器100%，通常是视口宽度 + max-width: 100%; // 最大宽度不超过父容器 +} + +// 顶栏条布局见 start.scss .app-page-toolbar；此处仅 Compare 标题结构与按钮态 + +.app-page-toolbar { + // 字阶/行高复用 start :root；row-gap 与 .title-main-line 一致 + .compare-toolbar-title { + margin: 0; + display: flex; + flex-wrap: wrap; + align-items: baseline; + column-gap: 0.4em; + row-gap: 2px; + flex: 1 1 320px; + min-width: 0; + font-size: var(--page-chrome-title-size); + line-height: var(--page-chrome-line-height); + } + + .compare-toolbar-title-app { + font-weight: 500; + letter-spacing: 0.02em; + color: var(--text-color, #333); + } + + .compare-toolbar-title-sep { + font-weight: 300; + opacity: 0.42; + user-select: none; + } + + .compare-toolbar-title-page { + font-size: var(--page-chrome-subtitle-size); + font-weight: 800; // 较 --page-chrome-subtitle-weight 更强调 + line-height: var(--page-chrome-line-height); + letter-spacing: 0.03em; + color: var(--primary-color, #3b82f6); + } + + // 完成编辑按钮样式（显示"完成编辑"时使用蓝色主色调） + #edit_mode_toggle.finish-edit { + background-color: var(--primary-color, #3b82f6); + color: white; + border-color: var(--primary-color, #3b82f6); + font-weight: 600; + + &:hover { + background-color: #2563eb; + border-color: #2563eb; + } + + &:active { + background-color: #1d4ed8; + border-color: #1d4ed8; + } + } +} + +.compare-container { + display: flex; + flex-direction: row; + width: 100%; + // gap: 10px; // 列之间的间距 + overflow-x: auto; // 横向滚动（当列数过多时） + overflow-y: auto; // 允许垂直滚动（整个容器一起滚动） + box-sizing: border-box; + position: relative; // 为绝对定位的空状态提供定位上下文 + // 不再需要 margin-top 和 height 计算，Grid 自动处理 + + // 当有列时，隐藏空状态 + &:has(.compare-column) .compare-empty-state { + display: none; + } + + // 当没有列时，显示空状态 + &:not(:has(.compare-column)) .compare-empty-state { + display: flex; + } +} + +.compare-column { + width: 420px; // 固定宽度 400px + flex: 0 0 420px; // 不伸缩，固定宽度 + display: flex; + flex-direction: column; + border-right: 1px solid var(--border-color); + padding: 0 10px 10px 10px; // 顶部 0，左右和底部 10px + // 移除独立滚动，让内容自然流动 + overflow: visible; // 允许内容溢出，由父容器控制滚动 + box-sizing: border-box; + + &:last-child { + border-right: none; + } +} + +.compare-header { + position: sticky; + top: 0; + z-index: 10; // 确保在内容之上 + font-size: 18px; // 比原 16px 大一号 + font-weight: bold; + margin-bottom: 15px; + padding: 5px 0; // 上下各 5px + border-bottom: 2px solid var(--border-color); + background-color: var(--bg-color); // 添加背景色，避免内容透过 + color: var(--text-color); + text-align: center; // 内容居中 + display: flex; + flex-direction: column; // 改为纵向布局 + gap: 8px; // 按钮行和标题之间的间距 +} + +// 编辑按钮行 +.column-actions-row { + display: none; // 默认隐藏（非编辑模式） + justify-content: center; // 按钮居中 + gap: 8px; + align-items: center; +} + +// 编辑模式下显示按钮行 +.edit-mode .column-actions-row { + display: flex; +} + +// 按钮样式 +.column-actions-row button { + width: 28px; + height: 28px; + padding: 0; + border: 1px solid var(--border-color); + background-color: var(--bg-color); + color: var(--text-color); + border-radius: 4px; + cursor: pointer; + display: flex; + align-items: center; + justify-content: center; + font-size: 14px; + transition: all 0.2s; + + &:hover { + background-color: var(--button-hover-bg, rgba(0, 0, 0, 0.05)); + } + + &.delete-btn { + color: var(--error-color, #f44336); + + &:hover { + background-color: var(--error-color, #f44336); + color: white; + } + } + + &:disabled { + opacity: 0.4; + cursor: not-allowed; + pointer-events: none; + } +} + +// 标题样式：固定一行，超出部分显示省略号 +.column-title { + white-space: nowrap; // 禁止换行 + overflow: hidden; // 隐藏溢出内容 + text-overflow: ellipsis; // 超出部分显示省略号 + width: 100%; // 占满父容器宽度 + text-align: center; // 保持居中 + line-height: 1.5; // 设置行高，确保高度一致 +} + +// 复用 stats 样式，支持多个实例 +.stats { + width: 100%; + max-width: 100%; + box-sizing: border-box; + padding: 0; + + svg { + // 移除 max-width: 100%，保持直方图的固定宽度400px，避免被横向滚动条影响 + box-sizing: border-box; + } +} + +// 确保对比页面中的 text-metrics 样式正确 +.compare-column .text-metrics { + margin-bottom: 20px; + text-align: center; // 内容居中 + display: flex; + flex-direction: column; + align-items: center; // 确保内容居中对齐 + justify-content: center; +} + +// 确保 text-metrics-secondary 有固定高度，对齐单行和两行内容 +.compare-column .text-metrics-secondary { + min-height: 2.5em; // 固定最小高度，确保单行和两行内容都能对齐 +} + +// 文本渲染区域样式 +.compare-text-render { + margin-top: 20px; + width: 100%; + min-height: 200px; + border-top: 1px solid var(--border-color); + padding-top: 10px; + position: relative; // 为 minimap canvas 提供定位上下文 + + &.is-hidden { + display: none; + } + + // 对比模式下的 LMF 文本渲染区域不需要左右 padding + // 但需要右侧留出 minimap 的空间 + .LMF { + padding-left: 5px; + padding-right: 5px; // 默认右侧padding，与左侧对称 + position: relative; // 为 minimap canvas 提供定位上下文 + + &.minimap-enabled { + padding-right: calc(5px + var(--minimap-width)); + } + } +} + +// 弹窗中已存在demo的样式 +.demo-selector-container { + display: flex; + flex-direction: column; + flex: 1; + min-height: 0; // 允许flex子元素收缩，这对滚动很重要 + margin-bottom: 0; // 移除底部边距，让内容更紧凑 + + .demo-section { + display: flex !important; // 确保使用flex布局 + flex-direction: column !important; + flex: 1; + min-height: 0 !important; // 允许flex子元素收缩，这对滚动很重要 + overflow: hidden; // 防止内容溢出，由.demos控制滚动 + } + + .demo-header { + display: flex; + justify-content: space-between; + align-items: center; + margin-bottom: 8px; + flex-shrink: 0; // 头部不收缩 + } + + .demo-header-actions { + display: flex; + gap: 8px; + align-items: center; + } + + // 对比页demo列表特有样式 - 公共样式已移至 _demo-list.scss + .demos { + flex: 1; + min-height: 0; // 允许flex子元素收缩，这对滚动很重要 + height: auto; // 取消固定高度，使用flex自适应 + } + + .demo-item { + width: 100%; // 占满容器宽度 + min-width: 0; // 允许flex子元素收缩，防止内容溢出 + margin-bottom: 1px; // 减少间距，使列表更紧凑 + } + + .demo-item-disabled { + opacity: 0.6; + pointer-events: none; + + .demo-checkbox-inline { + cursor: not-allowed; + opacity: 0.5; + } + + .demoBtn.demo-disabled { + color: var(--text-muted); + cursor: not-allowed; + } + } +} + +// 空状态样式 +.compare-empty-state { + display: flex; + flex-direction: column; + align-items: center; + justify-content: center; + position: absolute; + top: 0; + left: 0; + right: 0; + bottom: 0; + min-height: 400px; + padding: 40px 20px; + text-align: center; + pointer-events: none; // 不阻挡交互 + + .empty-icon { + font-size: 48px; + margin-bottom: 16px; + opacity: 0.5; + } + + .empty-title { + font-size: 20px; // 比原 18px 大一号 + font-weight: 500; + color: var(--text-color); + margin-bottom: 8px; + } + + .empty-description { + font-size: 16px; // 比原 14px 大一号 + color: var(--text-muted); + line-height: 1.5; + max-width: 500px; + } + + .empty-example { + margin-top: 12px; + padding: 8px 12px; + background-color: var(--button-bg, rgba(0, 0, 0, 0.05)); + border-radius: 4px; + font-family: lmf.$mono-font-stack; + font-size: 14px; // 比原 13px 大一号 + color: var(--text-color); + display: inline-block; + } +} + +// Tooltip 样式（用于token悬停） +.tooltip { + font-size: 9pt; + font-weight: 500; + border-radius: 5px; + padding: 5px; + background: var(--tooltip-bg); + color: var(--text-color); + transition-property: opacity, background-color, color; + transition-duration: .2s; + position: absolute; // 绝对定位 + z-index: 101; // Tooltip 层级，在模态框之上 + pointer-events: auto; // 允许接收点击事件 + cursor: pointer; // 添加指针样式，提示可点击 + user-select: none; + -webkit-user-select: none; +} + +// 全局tooltip容器 +#global_tooltip { + position: fixed; // 使用fixed定位，相对于视口 + pointer-events: none; // 初始状态不接收事件 + opacity: 0; + transition-property: background-color, color; +} + +// 预测表格样式 +.predictions-table { + display: table; +} + +// 当前token显示区域（等宽栈与主站一致；字号继承 .tooltip 9pt） +.currentToken { + font-family: lmf.$mono-font-stack; + font-weight: bold; + margin-bottom: 5px; +} + +// 移动端响应式样式：仅在移动端应用缩小一级 +@media (max-width: 1023px) { + .compare-wrapper { + zoom: 0.8; + height: 125vh; // 移动端补偿缩放：100vh / 0.8 + } +} + diff --git a/client/src/css/dialog.scss b/client/src/css/dialog.scss new file mode 100644 index 0000000000000000000000000000000000000000..0f5ce5f5c5161481f6b0f1266e3b6b6d1fc2baeb --- /dev/null +++ b/client/src/css/dialog.scss @@ -0,0 +1,276 @@ +// 通用弹窗样式 + +// 遮罩层 +.dialog-overlay { + position: fixed; + top: -500px; // 上边多500px余量，确保完全覆盖屏幕 + left: 0; + right: 0; + bottom: -500px; // 下边多500px余量 + background: rgba(0, 0, 0, 0.5); + z-index: 100; // 模态框层级 + display: flex; + align-items: center; + justify-content: center; + overflow-y: auto; // 允许弹框内容滚动 + -webkit-overflow-scrolling: touch; // iOS 平滑滚动 +} + +// 对话框主体 +.dialog { + background: var(--bg-color, #fff); + border-radius: 8px; + padding: 16px; + // width 和 height 通过内联样式动态设置（因为需要根据参数计算） + display: flex; + flex-direction: column; + max-height: 85vh; // 最大高度不超过视口高度的85% + overflow: hidden; // 防止对话框本身滚动，由内部内容区域滚动 + -webkit-overflow-scrolling: touch; // iOS 平滑滚动 + box-shadow: 0 4px 20px rgba(0,0,0,0.3); + margin: 20px; // 移动端边距 + margin-top: max(20px, env(safe-area-inset-top, 20px)); // 安全区域顶部 + margin-bottom: max(20px, env(safe-area-inset-bottom, 20px)); // 安全区域底部 + margin-left: max(20px, env(safe-area-inset-left, 20px)); // 安全区域左侧 + margin-right: max(20px, env(safe-area-inset-right, 20px)); // 安全区域右侧 + box-sizing: border-box; // 确保 padding 包含在宽度内 + flex-shrink: 0; // 防止 flex 压缩 + + // 降级方案：不支持 env() 的浏览器 + @supports not (margin-top: env(safe-area-inset-top)) { + margin-top: 20px; + margin-bottom: 20px; + margin-left: 20px; + margin-right: 20px; + } +} + +// 对话框标题 +.dialog-title { + font-size: 16px; + font-weight: bold; + margin-bottom: 12px; + color: var(--text-color); + flex-shrink: 0; // 标题不收缩 +} + +// 对话框内容区域 +.dialog-content { + margin-bottom: 12px; + flex: 1; + min-height: 0; // 允许flex子元素收缩 + display: flex; + flex-direction: column; + overflow: hidden; // 防止内容区域本身滚动，由内部元素控制滚动 +} + +// 按钮容器 +.dialog-buttons { + display: flex; + justify-content: flex-end; + gap: 10px; + flex-shrink: 0; // 按钮容器不收缩 +} + +// 对话框按钮基础样式 +.dialog-button { + padding: 8px 16px; + border-radius: 4px; + cursor: pointer; + transition: all 0.2s ease; + font-weight: 500; + + // 取消按钮（次按钮：边框样式） + &.cancel { + background-color: transparent; + color: var(--text-color, #333); + border: 1px solid var(--input-border, #ccc); + + &:hover { + background-color: rgba(0, 0, 0, 0.05); + border-color: var(--input-border, #999); + } + } + + // 夜间模式下的取消按钮 + :root[data-theme="dark"] & { + &.cancel { + &:hover { + background-color: rgba(255, 255, 255, 0.05); + } + } + } + + // 确定按钮（主按钮：填充样式） + &.confirm { + background-color: #007bff; + color: white; + border: none; + font-weight: 600; + + &:hover:not(:disabled) { + background-color: #0056b3; + } + + &:disabled { + opacity: 0.5; + cursor: not-allowed; + } + + // 排队状态样式 + &.queuing { + position: relative; + opacity: 0.7; + cursor: wait; + + .queuing-text { + display: inline-block; + margin-right: 8px; + } + + .queuing-spinner { + display: inline-block; + width: 12px; + height: 12px; + border: 2px solid rgba(255, 255, 255, 0.3); + border-top-color: white; + border-radius: 50%; + animation: spin 0.8s linear infinite; + } + } + + // 排队状态动画 + @keyframes spin { + to { transform: rotate(360deg); } + } + } +} + +// 对话框表单元素样式 +.dialog-form-container { + margin-bottom: 15px; +} + +.dialog-label { + display: block; + margin-bottom: 5px; + font-size: 14px; + color: var(--text-color); +} + +// 标签容器（用于标签和字数显示同一行） +.dialog-label-container { + display: flex; + justify-content: space-between; + align-items: center; + margin-bottom: 5px; + + .dialog-label { + margin-bottom: 0; // 在容器内时不需要底部边距 + flex: 1; // 标签占据剩余空间 + } +} + +.dialog-input { + width: 100%; + padding: 8px; + font-size: 16px; + border: 1px solid #ccc; + border-radius: 4px; + box-sizing: border-box; + background: var(--bg-color, #fff); + color: var(--text-color); + + &:focus { + outline: none; + border-color: #007bff; + } +} + +.dialog-select { + width: 100%; + padding: 8px; + font-size: 16px; + border: 1px solid #ccc; + border-radius: 4px; + box-sizing: border-box; + background: var(--bg-color, #fff); + color: var(--text-color); + font-weight: normal; + + &:focus { + outline: none; + border-color: #007bff; + } +} + +// 对话框消息文本 +.dialog-message { + font-size: 14px; + color: var(--text-color); + line-height: 1.5; + white-space: pre-line; +} + +// 对话框文本区域（复用主输入框样式） +.dialog-textarea { + font-family: inherit; + width: 100%; + min-height: 100px; + max-height: 300px; + box-sizing: border-box; + resize: vertical; + padding: 8px; + font-size: 16px; + border: 1px solid var(--input-border, #ccc); + border-radius: 4px; + background-color: var(--input-bg, #fff); + color: var(--text-color); + transition: background-color 0.3s ease, color 0.3s ease, border-color 0.3s ease; + + &:focus { + outline: none; + border-color: #007bff; + } +} + +// 对话框文本区域字数显示（参照原有文本输入框的字数显示样式） +.dialog-textarea-counter { + font-size: 8pt; + color: var(--text-muted, #666); + white-space: nowrap; + flex-shrink: 0; // 字数显示不收缩 +} + +// 模型管理：设备信息块内文字继承主题色（.device-type / .quantization 无单独样式则继承） +.dialog-form-container .device-info { + color: var(--text-color); +} + +// Loading overlay（用于模型管理等长时操作） +.loading-overlay { + position: fixed; + top: 0; + left: 0; + right: 0; + bottom: 0; + background: rgba(0, 0, 0, 0.7); + z-index: 150; // 高于对话框层级 + display: flex; + align-items: center; + justify-content: center; +} + +.loading-content { + background: var(--bg-color, #fff); + border-radius: 8px; + padding: 30px 40px; + text-align: center; + + p { + margin-top: 15px; + color: var(--text-color); + font-size: 14px; + } +} + diff --git a/client/src/css/gen_attribute.scss b/client/src/css/gen_attribute.scss new file mode 100644 index 0000000000000000000000000000000000000000..e51636d1d4769771de3e29ad4a0a8729b8dfb841 --- /dev/null +++ b/client/src/css/gen_attribute.scss @@ -0,0 +1,365 @@ +// Generate & Attribute 页：在 start + chat + attribution-inspector 之上叠本页差异 +@use "attribution-inspector"; +@use "generation-status"; +@use "lmf-readout" as lmf; + +// 单行右对齐：Cached history 最右、下拉相对整行 bar 全宽；Cached demos 靠其左侧、下拉随按钮宽（同 query-history 默认 left/right 于窄 wrapper） +.chat-cached-history-bar.chat-cached-history-bar--dual { + position: relative; + display: flex; + flex-direction: row; + flex-wrap: wrap; + justify-content: flex-end; + align-items: flex-start; + gap: 8px 16px; + width: 100%; + box-sizing: border-box; +} + +.chat-cached-history-bar--dual .chat-prompt-history-wrapper { + width: auto; + max-width: none; + flex: 0 0 auto; +} + +// Demos：定位层仍在窄 wrapper 上；下拉本身用 max-content 加宽（见下方 #gen_attr_cached_demos_dropdown） +.chat-cached-history-bar--dual .gen-attr-cached-demos-wrap { + position: relative; +} + +// History：不设定位层，子下拉以父级 bar 为 containing block，left/right:0 占满整行 +.chat-cached-history-bar--dual .gen-attr-cached-history-wrap { + position: static; +} + +#gen_attr_cached_history_dropdown.semantic-search-history-dropdown, +#gen_attr_cached_demos_dropdown.semantic-search-history-dropdown { + height: min(32vh, 360px); + min-height: 120px; + max-height: none; + resize: vertical; + overflow-y: auto; +} + +// 覆盖 mixin 的 left/right:0（与按钮同宽）：按标签内容加宽，右缘与按钮对齐、向左延伸；过长时由 max-width 限制，条内仍 ellipsis +#gen_attr_cached_demos_dropdown.semantic-search-history-dropdown { + left: auto; + right: 0; + width: max-content; + min-width: max(100%, 240px); + max-width: min(100vw - 32px, 40rem); + box-sizing: border-box; +} + +// 右栏：#results 即 LMF + 归因表面 + DAG 容器（一层 DOM）；.right_panel 纵向 flex 见 _responsive.scss +.gen-attribute-page { + // 覆盖全局 .LMF 的 min-height:350px，使本栏可作为 flex 子项收缩；图区高度由 svg min-height 兜底 + #results.gen-attr-results-surface.LMF { + display: flex; + flex-direction: column; + flex: 1 1 auto; + min-height: 0; + width: 100%; + box-sizing: border-box; + padding: 20px; + background: var(--text-area-bg); + color: var(--text-color); + overflow: visible; + } + + @media (max-width: 767px) { + #results.gen-attr-results-surface.LMF { + padding: 15px 12px; + } + } + + // DAG：不可见测量层撑开高度，SVG 绝对定位叠在同栈内（坐标与 LMF 正文一致） + // 初始 d3.zoom 缩放为 1/本变量，抵消 display-scale 在屏上的整体缩小感（见 genAttributeDagView） + // 边色：`--dag-normal-line-color`、`--dag-highlight-line-color-in` / `out` 与节点描边 `--token-hover-outline` 同在 start.scss（见 genAttributeDagView）。 + #results.gen-attr-results-surface.LMF .gen-attr-dag-stack { + // display-scale：节点框大小相对测量几何的缩放；节点标签字号在此基础上再乘 node-text-font-scale（略小于 1 即自带左右留白感） + --gen-attr-dag-display-scale: 0.5; + --gen-attr-dag-node-text-font-scale: 0.9; + // --gen-attr-dag-prompt-node-fill: rgba(221, 179, 120, 0.29); + // #99BFD1 浅蓝 + --gen-attr-dag-prompt-node-fill: rgba(0, 255, 225, 0.28); + // --gen-attr-dag-prompt-node-fill: rgba(0, 174, 255, 0.28); + --gen-attr-dag-generated-node-fill: rgba(255, 165, 0, 0.28); + position: relative; + // 测量层在流内可极高；basis 用 0% 避免「内容高度」参与 flex 初始主尺寸，把图区限制在 #results 剩余高度内，以免撑出 .right_panel 纵向滚动条；overflow 非 visible 使 flex 自动最小高度按 0 计（见 css-flexbox-1 #min-size-auto） + flex: 1 1 0%; + min-height: 280px; + overflow: hidden; + width: 100%; + box-sizing: border-box; + } + + // 勾选「Hide inactive edges」时隐藏未与焦点相邻的灰边（linkG 容器内的边）； + // 与焦点相邻的高亮边由 genAttributeDagView 运行时搬运到 .gen-attr-dag-links-front 中，不受影响。 + #results.gen-attr-results-surface.LMF.gen-attr-dag-hide-inactive-edges .gen-attr-dag-svg .gen-attr-dag-links { + display: none; + } + + // 节点标签：与测量层同源 1em × display-scale × node-text-font-scale（后者略小于 1 替代固定 padding） + #results.gen-attr-results-surface.LMF .gen-attr-dag-svg .gen-attr-dag-node-text { + font-size: calc( + 1em * var(--gen-attr-dag-display-scale, 1) * var(--gen-attr-dag-node-text-font-scale, 0.9) + ); + font-family: inherit; + font-weight: inherit; + fill: var(--text-color, #222); + // 与 `xml:space="preserve"` 一致，避免部分引擎压扁/吞掉空格 + white-space: pre; + } + + // 节点框：默认无边框；悬停/选中描边与 start.scss `.token` 的 outline 2px 在屏上一致： + // 几何按 --gen-attr-dag-display-scale 缩小后，genAttributeDagView 用 zoom 1/scale 拉回，故用户空间描边需 ×scale， + // 使 2×s × (1/s) = 2（css px）。（s 可变时仍成立。） + #results.gen-attr-results-surface.LMF .gen-attr-dag-svg .gen-attr-dag-node > rect { + stroke: none; + stroke-width: 0; + fill: var(--gen-attr-dag-generated-node-fill); + } + + #results.gen-attr-results-surface.LMF .gen-attr-dag-svg .gen-attr-dag-node--prompt > rect { + fill: var(--gen-attr-dag-prompt-node-fill); + } + + #results.gen-attr-results-surface.LMF .gen-attr-dag-svg .gen-attr-dag-node--hover > rect, + #results.gen-attr-results-surface.LMF .gen-attr-dag-svg .gen-attr-dag-node--selected > rect { + stroke: var(--token-hover-outline); + stroke-width: calc(2 * var(--gen-attr-dag-display-scale, 1)); + } + + // 与 genAttributeDagView 中「仅选中节点可拖」一致：可拖时提示 grab + #results.gen-attr-results-surface.LMF .gen-attr-dag-svg .gen-attr-dag-node--selected { + cursor: grab; + &:active { + cursor: grabbing; + } + } + + // 默认 width:100%（随容器）仅作回退；genAttributeDagView 会在 init 与 `setMeasureWidthPx` + // 时以 inline style 写入固定像素宽度。测量层宽度是节点几何（折行位置）的唯一输入， + // 固定后 resize/全屏等容器变化不再影响节点布局，只影响 fit 的视口缩放/平移。 + #results.gen-attr-results-surface.LMF .gen-attr-dag-measure-layer { + @include lmf.lmf-readout-text; + visibility: hidden; + pointer-events: none; + width: 100%; + box-sizing: border-box; + } + + #results.gen-attr-results-surface.LMF .gen-attr-dag-svg { + position: absolute; + left: 0; + top: 0; + width: 100%; + height: 100%; + min-height: 280px; + display: block; + touch-action: none; + z-index: 1; + // 使子节点 `1em` 与右栏 LMF 正文字号一致（与测量层同源） + font-size: inherit; + user-select: none; + -webkit-user-select: none; + } + + // 窄屏 / 强制窄屏：右栏常为 height:auto，DAG 易「很宽、很矮」；min-height 兜底；若非全屏再对 stack 设 max-height(≈80dvh)+flex-shrink:0。（全屏时 #results 带 :fullscreen 或 .css-pseudo-fullscreen-target，用 :not 排除后不施加封顶。） + $_dag-narrow-stack-min: max(300px, min(60dvh, 680px)); + $_dag-narrow-stack-max-h: 80dvh; + $_results-not-fs: ':not(:fullscreen):not(.css-pseudo-fullscreen-target)'; + + @media (max-width: 767px) { + #results.gen-attr-results-surface.LMF .gen-attr-dag-stack, + #results.gen-attr-results-surface.LMF .gen-attr-dag-svg { + min-height: min($_dag-narrow-stack-min, $_dag-narrow-stack-max-h); + } + + #results.gen-attr-results-surface.LMF#{$_results-not-fs} .gen-attr-dag-stack { + flex-shrink: 0; + max-height: $_dag-narrow-stack-max-h; + } + } + + @at-root html[data-force-narrow]:has(.main_frame) body#{&} { + #results.gen-attr-results-surface.LMF .gen-attr-dag-stack, + #results.gen-attr-results-surface.LMF .gen-attr-dag-svg { + min-height: min($_dag-narrow-stack-min, $_dag-narrow-stack-max-h); + } + + #results.gen-attr-results-surface.LMF#{$_results-not-fs} .gen-attr-dag-stack { + flex-shrink: 0; + max-height: $_dag-narrow-stack-max-h; + } + } + + // #results 已有 .attribution-inspector-surface { position: relative } + // 与历史下拉里 ↑ / × 一致：等宽 `--font-icon`（见 start.scss） + #results.gen-attr-results-surface.LMF > button.gen-attr-dag-play, + #results.gen-attr-results-surface.LMF > button.gen-attr-dag-refresh, + #results.gen-attr-results-surface.LMF > button.gen-attr-dag-fullscreen { + position: absolute; + top: 12px; + z-index: 2; + font-family: var(--font-icon); + font-size: var(--font-icon-size); + line-height: 1; + user-select: none; + -webkit-user-select: none; + } + + // 从右到左：⛶ (fullscreen) → ↻ (refresh) → ▶ (play) + #results.gen-attr-results-surface.LMF > button.gen-attr-dag-fullscreen { + right: 12px; + } + + #results.gen-attr-results-surface.LMF > button.gen-attr-dag-refresh { + right: 48px; + } + + #results.gen-attr-results-surface.LMF > button.gen-attr-dag-play { + right: 84px; + } + + // --- WORKAROUND：原生全屏不可用时的 CSS 伪全屏（见 ts/ui/cssPseudoFullscreen.ts），与 :fullscreen 共用版心样式 --- + #results.gen-attr-results-surface.LMF:fullscreen, + #results.gen-attr-results-surface.LMF.css-pseudo-fullscreen-target { + width: 100vw; + height: 100vh; + padding: 20px; + background: var(--text-area-bg); + color: var(--text-color); + overflow: auto; + box-sizing: border-box; + } + + #results.gen-attr-results-surface.LMF.css-pseudo-fullscreen-target { + position: fixed; + left: 0; + top: 0; + right: 0; + bottom: 0; + z-index: 9000; + } +} + +:root[data-theme="dark"] .gen-attribute-page #results.gen-attr-results-surface.LMF:fullscreen, +:root[data-theme="dark"] .gen-attribute-page #results.gen-attr-results-surface.LMF.css-pseudo-fullscreen-target { + background: var(--gen-attr-dag-canvas-bg); +} + +// 夜间：DAG 与 #results 的 padding「外圈」同色（外圈属父级 #results，非 .gen-attr-dag-stack 的 border） +:root[data-theme="dark"] .gen-attribute-page #results.gen-attr-results-surface.LMF { + --gen-attr-dag-canvas-bg: #101010; + background: var(--gen-attr-dag-canvas-bg); +} + +:root[data-theme="dark"] .gen-attribute-page #results.gen-attr-results-surface.LMF .gen-attr-dag-stack { + background: var(--gen-attr-dag-canvas-bg); + // --gen-attr-dag-prompt-node-fill: rgba(203, 160, 115, 0.28); +} + +// 与 Chat 页 .text-metrics-chat #metric_usage 对齐（本页使用独立 id） +.text-metrics-chat #gen_attr_metric_usage .text-metrics-api-usage { + font-size: inherit; + line-height: inherit; + opacity: 1; +} + +// Max tokens 输入框：紧凑数字输入 +.gen-attr-max-tokens-input { + width: 64px; + padding: 3px 6px; + font-size: inherit; + border: 1px solid var(--input-border); + border-radius: 4px; + background: var(--input-bg); + color: var(--text-color); + text-align: right; +} + +// 与 Chat 共用的 .generation-status-slot 见 _generation-status.scss + +// 与 Chat 页一致：System 输入框较矮 +.input-section .textarea-wrapper textarea#gen_attr_system_text { + height: 50px; +} + +// 与 Attribution 页 Exclude prompt patterns 同形；generated 仅本页有 UI（持久化键见 attributionExclude*PatternsStorage） +.attribution-exclude-prompt-patterns-row { + margin-top: 10px; + display: flex; + flex-direction: column; + gap: 4px; +} + +.attribution-exclude-prompt-patterns-header { + flex-wrap: wrap; + + .semantic-submode-label { + font-size: inherit; + } + + &:not(:has(#gen_attr_exclude_prompt_patterns_enable:checked)) .semantic-submode-label { + color: var(--text-muted); + } + + &:has(#gen_attr_exclude_prompt_patterns_enable:checked) .semantic-submode-label { + color: var(--text-primary); + } +} + +.attribution-exclude-generated-patterns-header { + flex-wrap: wrap; + + .semantic-submode-label { + font-size: inherit; + } + + &:not(:has(#gen_attr_exclude_generated_patterns_enable:checked)) .semantic-submode-label { + color: var(--text-muted); + } + + &:has(#gen_attr_exclude_generated_patterns_enable:checked) .semantic-submode-label { + color: var(--text-primary); + } +} + +// DAG 测量层宽度：与 .gen-attr-max-tokens-input 同形 +.gen-attr-dag-measure-width-row { + margin-top: 8px; +} + +.gen-attr-dag-measure-width-input { + width: 72px; + padding: 3px 6px; + font-size: inherit; + border: 1px solid var(--input-border); + border-radius: 4px; + background: var(--input-bg); + color: var(--text-color); + text-align: right; +} + +.attribution-exclude-prompt-patterns-input { + width: 100%; + box-sizing: border-box; + font-size: 9pt; + padding: 6px 8px; + border: 1px solid var(--input-border); + border-radius: 4px; + background: var(--input-bg); + color: var(--text-color); + + &:disabled { + opacity: 0.55; + cursor: not-allowed; + } +} + +// --- WORKAROUND：伪全屏时锁 body 滚动（同 ts/ui/cssPseudoFullscreen.ts） --- +body.css-pseudo-fullscreen-body-lock { + overflow: hidden; +} diff --git a/client/src/css/home.scss b/client/src/css/home.scss new file mode 100644 index 0000000000000000000000000000000000000000..e9b679f55e7d0c9e634aca747741c2452bee9d3f --- /dev/null +++ b/client/src/css/home.scss @@ -0,0 +1,207 @@ +$breakpoint-mobile: 767px; + +// 导航页主/副标题字阶与顶栏子页解耦；仅本页使用下列变量 +body.nav-landing-page { + --nav-landing-title-size: 22px; + --nav-landing-title-weight: 600; + --nav-landing-subtitle-size: 16px; + --nav-landing-subtitle-weight: 400; + --nav-landing-line-height: 1.2; + --nav-landing-subtitle-line-height: 1.5; + --nav-landing-card-bg: #eeeeee; + --nav-landing-card-bg-hover: #e0e0e0; + + // 覆盖子页/响应式里对 body{height:100vh} 的设定：固定视口高 + flex 纵向居中时， + // 内容总高超过一屏会向上溢出，顶栏（设置按钮）会落在首屏外。 + position: relative; + min-height: 100vh; + height: auto; + margin: 0; + display: flex; + flex-direction: column; + align-items: center; + justify-content: center; + color: var(--text-color, #1a1a1a); + background: var(--app-bg, #f5f5f5); +} + +// 相对 body 右上角定位，随页面滚动；不参与 flex 流，不单独占一行 +.nav-landing-settings { + position: absolute; + top: max(12px, env(safe-area-inset-top)); + right: max(1.25rem, env(safe-area-inset-right)); + z-index: 10; + box-sizing: border-box; +} + +html[data-theme='dark'] body.nav-landing-page { + color: var(--text-color, #e4e4e4); + background: var(--app-bg, #121212); + --nav-landing-card-bg: #2a2a2a; + --nav-landing-card-bg-hover: #333333; +} + +.nav-landing-main { + width: 100%; + // 与双列断点一致：窄/中屏仍由 width:100% 撑满视口（受 padding 限制） + max-width: 44rem; + box-sizing: border-box; + padding: 2rem 1.25rem; +} + +// 宽屏：放大主区域，卡片与预览块随之变宽变高 +@media (min-width: $breakpoint-mobile + 1) { + .nav-landing-main { + max-width: 64rem; + } +} + +.nav-landing-hero { + text-align: center; + margin-bottom: 2rem; +} + +.nav-landing-title { + font-size: var(--nav-landing-title-size); + font-weight: var(--nav-landing-title-weight); + line-height: var(--nav-landing-line-height); + margin: 0 0 0.35rem 0; +} + +.nav-landing-subtitle { + margin: 0 auto; + max-width: 40rem; + font-size: var(--nav-landing-subtitle-size); + font-weight: var(--nav-landing-subtitle-weight); + line-height: var(--nav-landing-subtitle-line-height); +} + +.nav-landing-hint { + margin: 2rem 0 0; + text-align: center; + font-size: 0.8125rem; + line-height: 1.45; + color: var(--text-muted, #666); + opacity: 0.82; + letter-spacing: 0.02em; +} + +.nav-landing-grid { + display: grid; + grid-template-columns: repeat(2, minmax(0, 1fr)); + gap: 0.75rem; +} + +@media (max-width: $breakpoint-mobile) { + .nav-landing-grid { + grid-template-columns: 1fr; + } +} + +.nav-landing-card { + display: flex; + flex-direction: column; + gap: 0.65rem; + padding: 0.75rem 0.85rem; + border-radius: 8px; + text-decoration: none; + color: inherit; + text-align: left; + background: var(--nav-landing-card-bg, #e6e6e6); + border: 1px solid var(--border-color, #ddd); + transition: background 0.15s ease, border-color 0.15s ease; + + &:hover { + background: var(--nav-landing-card-bg-hover, #dcdcdc); + } +} + +html[data-theme='dark'] .nav-landing-card { + border-color: var(--border-color, #333); +} + +// 与卡片同色，不单独铺底 +.nav-landing-card-text { + padding: 0; +} + +.nav-landing-card-title { + display: block; + font-size: 0.95rem; + font-weight: 600; + line-height: var(--nav-landing-line-height); +} + +.nav-landing-card-subtitle { + display: block; + text-align: right; + font-size: 0.82rem; + font-weight: 400; + line-height: var(--nav-landing-line-height); + color: var(--text-muted, #666); +} + +.nav-landing-card-shot { + flex-shrink: 0; + width: 100%; + aspect-ratio: 4 / 3; + border-radius: 6px; + box-sizing: border-box; + background: var(--bg-hover, #f0f0f0); + background-size: cover; + // 裁切时保留左上内容（右侧、下侧被裁） + background-position: left top; + background-repeat: no-repeat; +} + +// content/images：日/夜各一套；LLM Causal Flow 另按 html lang 分中/英，经 webpack 产出 URL +.nav-landing-card[data-nav-page='analysis'] .nav-landing-card-shot { + background-image: url('../content/images/highlight.png'); + background-color: var(--bg-hover, #f0f0f0); +} + +.nav-landing-card[data-nav-page='chat'] .nav-landing-card-shot { + background-image: url('../content/images/chat.png'); + background-color: var(--bg-hover, #f0f0f0); +} + +.nav-landing-card[data-nav-page='attribution'] .nav-landing-card-shot { + background-image: url('../content/images/attribute.png'); + background-color: var(--bg-hover, #f0f0f0); +} + +// LLM Causal Flow：日/夜 × 中/英（见 content/images/dag-*.png） +.nav-landing-card[data-nav-page='genAttribute'] .nav-landing-card-shot { + background-image: url('../content/images/dag-en.png'); + background-color: var(--bg-hover, #f0f0f0); +} + +html[lang='zh-CN'] .nav-landing-card[data-nav-page='genAttribute'] .nav-landing-card-shot { + background-image: url('../content/images/dag-cn.png'); + background-color: var(--bg-hover, #f0f0f0); +} + +html[data-theme='dark'] .nav-landing-card[data-nav-page='analysis'] .nav-landing-card-shot { + background-image: url('../content/images/highlight-dark.png'); + background-color: var(--bg-hover, #2a2a2a); +} + +html[data-theme='dark'] .nav-landing-card[data-nav-page='chat'] .nav-landing-card-shot { + background-image: url('../content/images/chat-dark.png'); + background-color: var(--bg-hover, #2a2a2a); +} + +html[data-theme='dark'] .nav-landing-card[data-nav-page='attribution'] .nav-landing-card-shot { + background-image: url('../content/images/attribute-dark.png'); + background-color: var(--bg-hover, #2a2a2a); +} + +html[data-theme='dark'] .nav-landing-card[data-nav-page='genAttribute'] .nav-landing-card-shot { + background-image: url('../content/images/dag-dark-en.png'); + background-color: var(--bg-hover, #2a2a2a); +} + +html[data-theme='dark'][lang='zh-CN'] .nav-landing-card[data-nav-page='genAttribute'] .nav-landing-card-shot { + background-image: url('../content/images/dag-dark-cn.png'); + background-color: var(--bg-hover, #2a2a2a); +} diff --git a/client/src/css/start.scss b/client/src/css/start.scss new file mode 100644 index 0000000000000000000000000000000000000000..f344f587c6c74531a4e5da34d3fe192a6e6441e3 --- /dev/null +++ b/client/src/css/start.scss @@ -0,0 +1,1628 @@ +// 单一数据源：断点定义（集中在 _breakpoints.scss 中维护） +@use "breakpoints" as *; +@use "lmf-readout" as lmf; + +// 样式模块（Sass 新模块系统） +@use "violin"; +@use "buttons"; +@use "responsive"; +@use "dialog"; +@use "demo-list"; +@use "loaders"; +@use "semantic-analysis"; +@use "attribution-inspector"; +@use "attribution-sidebar"; + +// CSS变量定义 - 日间模式（默认） +:root { + // 响应式断点变量（从单一数据源自动生成） + --breakpoint-mobile: #{$breakpoint-mobile}; + --breakpoint-tablet: #{$breakpoint-tablet}; + + // 基准字号（移动端在 _responsive.scss 中覆盖为 9pt） + --font-size-base: 10pt; + // 正文字体栈（与 body、子页顶栏主副标题共享；导航首页另有 home.scss 内独立字阶） + --font-family-ui: + -apple-system, "PingFang SC", "Hiragino Sans GB", "Microsoft YaHei", "WenQuanYi Micro Hei", "Noto Sans CJK SC", + "Source Han Sans SC", sans-serif; + // 子页顶栏主标题、副标题（.page-toolbar-title；导航页不用这些变量） + --page-chrome-title-size: 18px; + --page-chrome-title-weight: 600; + --page-chrome-subtitle-size: 15px; + --page-chrome-subtitle-weight: 400; + --page-chrome-line-height: 1.2; + // 图标字符（↑、× 等）：与 Cursor/VS Code 默认编辑器字体栈一致（等宽） + --font-icon: Consolas, Menlo, Monaco, "Courier New", "Droid Sans Mono", monospace; + --font-icon-size: 16px; + + --bg-color: rgb(255, 255, 255); + --text-color: #333; + --text-muted: #777; + --panel-bg: #fafafa; + --border-color: #ddd; + --button-bg: #f8f8f8; + --button-hover-bg: #f0f0f0; + --button-active-bg: #e8e8e8; + --button-border: #d0d0d0; + --button-text: #333; + --input-bg: #fff; + --input-border: #d0d0d0; + --tooltip-bg: #dddddd; + --resizer-bg: #f0f0f0; + --resizer-hover: #999; + --loading-overlay-bg: rgba(250, 250, 250, 0.5); + --loading-spinner-border: #f3f3f3; + --loading-spinner-top: #555; + --text-action-btn-hover: rgba(0, 0, 0, 0.05); + --refresh-btn-hover: #f5f5f5; + --refresh-btn-color: #999; + --hover-bg-color: #f0f0f0; // 菜单项悬浮背景色（日间模式） + --bg-hover: #f5f5f5; // 弹窗内信息块/列表项背景（日间） + --bg-hover-light: #f8f8f8; // 弹窗内列表项 hover（日间） + --primary-color: #2196F3; // 主题色（链接、当前模型标题等） + --text-disabled: #999; // 禁用态文本 + --text-area-bg: #fff; // 文本显示区域背景色 + --minimap-width: 8px; // minimap 宽度 + --tooltip-text-normal: #333; // tooltip普通文本颜色 + --tooltip-text-selected: #933; // tooltip选中文本颜色 + --tooltip-text-detail: #666666; // tooltip详情文本颜色 + --tooltip-text-value: #333; // tooltip数值文本颜色 + --token-hover-shadow: rgba(42, 158, 255, 0.6); // token悬浮阴影颜色（日间模式） + --token-hover-outline: #1e6fff; // token悬浮边框颜色 + // 与 rgba(128,128,128,0.252) 叠在 var(--text-area-bg) 上等效（实心，避免多线重叠加深） + --dag-normal-line-color: #ddd; + --dag-highlight-line-color-in: rgba(0, 94, 255, 0.8); // 入边：与 --token-hover-outline #1e6fff 同 hue，半透明与出边一致 + --dag-highlight-line-color-out: rgba(255, 71, 64, 0.5); + --bin-highlight-outline: #1e6fff; // bin高亮边框（保持与悬浮一致） + --bin-highlight-shadow: rgba(30, 111, 255, 0.65); // bin高亮阴影 + --avg-line-color: #8c8c8c; // 平均值参考线颜色（日间模式） + --text-color-light: #c3c3c3; // 浅色文本颜色（主要用于夜间模式） + --token-truncated-color: #888; // 被截断 token 的文本颜色（日间模式） +} + +// 全局禁用横向滚动（通用样式） +html { + margin: 0; // 移除默认margin，消除底部空白 + padding: 0; // 移除默认padding + overflow-x: hidden; // 禁止横向滚动 + width: 100%; + max-width: 100vw; // 确保html不超过视口宽度 + // 移动端：限制触摸滑动只能垂直方向 + touch-action: pan-y; // 只允许垂直方向的触摸滑动 +} + +// 基础主题：日间模式（默认） +:root { + color-scheme: light; +} + +// 夜间模式变量 +:root[data-theme="dark"] { + color-scheme: dark; + --bg-color: #191919; + --text-color: var(--text-color-light); + --text-muted: #888; + --panel-bg: #2d2d2d; + --border-color: #444; + --button-bg: #353535; + --button-hover-bg: #454545; + --button-active-bg: #505050; + --button-border: #555; + --button-text: var(--text-color-light); + --input-bg: #282828; + --input-border: #555; + --tooltip-bg: #3a3a3a; + --resizer-bg: #2d2d2d; + --resizer-hover: #666; + --loading-overlay-bg: rgba(25, 25, 25, 0.7); + --loading-spinner-border: #3a3a3a; + --loading-spinner-top: #888; + --text-action-btn-hover: rgba(255, 255, 255, 0.1); + --refresh-btn-hover: #3a3a3a; + --refresh-btn-color: #888; + --hover-bg-color: #3a3a3a; // 菜单项悬浮背景色（夜间模式，更暗） + --bg-hover: #2d2d2d; // 弹窗内信息块/列表项背景（夜间） + --bg-hover-light: #353535; // 弹窗内列表项 hover（夜间） + --primary-color: #5c8dff; // 主题色（夜间模式略亮） + --text-disabled: #666; // 禁用态文本（夜间） + --text-area-bg: #191919; // 夜间模式：文本显示区域背景色与主背景一致 + --tooltip-text-normal: #ccc; // tooltip普通文本颜色（夜间模式） + --tooltip-text-selected: #ff6666; // tooltip选中文本颜色（夜间模式，更亮的红色） + --tooltip-text-detail: #888; // tooltip详情文本颜色（夜间模式） + --tooltip-text-value: var(--text-color-light); // tooltip数值文本颜色（夜间模式） + --token-truncated-color: #888; // 被截断 token 的文本颜色（夜间模式） + --token-hover-shadow: rgba(66, 165, 255, 0.8); // token悬浮阴影颜色（夜间模式，更亮更明显） + --token-hover-outline: #5c8dff; // token悬浮边框颜色（夜间模式） + --dag-normal-line-color: #333; + // 出边数是无上限的，更可能重叠，所以透明度低一些，以免过亮 + // 入边数是有限的，所以透明度高一些，以免过暗 + --dag-highlight-line-color-in: rgba(92, 141, 255, 0.8); // 入边：与 --token-hover-outline #5c8dff 同 hue + --dag-highlight-line-color-out: rgba(255, 71, 64, 0.5); + --bin-highlight-outline: #5c8dff; // 夜间模式 bin 高亮边框 + --bin-highlight-shadow: rgba(92, 141, 255, 0.8); // 夜间模式 bin 高亮阴影 + --avg-line-color: #b0b0b0; // 平均值参考线颜色（夜间模式） + + // 夜间模式：LMF 区域使用 Light 字重（300） + .LMF { + font-weight: 300; // 使用 Light 字重，更细的字体 + } +} + + +// Body 通用样式（所有屏幕尺寸共享） +body { + margin: 0; // 移除默认margin，消除底部空白 + padding: 0; // 移除默认padding + background-color: var(--bg-color); + color: var(--text-color); + font-family: var(--font-family-ui); + font-weight: 400; + font-size: var(--font-size-base); + transition: background-color 0.3s ease, color 0.3s ease; + overflow-x: hidden; // 全局禁止横向滚动 + width: 100%; + max-width: 100vw; // 确保body不超过视口宽度 + // 注意：height 和 min-height 已移至响应式媒体查询中 +} + +a { + color: inherit; +} + +textarea{ + font-family: inherit; + width: 100%; + height: 50px; // 可以保留默认高度 + min-height: 50px; // 设置最小高度 + max-height: 300px; // 设置最大高度限制，避免占用过多空间 + box-sizing: border-box; + resize: vertical; // 改为只允许垂直调整大小 + background-color: var(--input-bg); + color: var(--text-color); + border: 1px solid var(--input-border); + transition: background-color 0.3s ease, color 0.3s ease, border-color 0.3s ease; +} + +.textarea-wrapper { + width: 100%; + box-sizing: border-box; // 确保宽度计算包含padding和border + position: relative; + + textarea { + width: 100%; + box-sizing: border-box; // 确保textarea宽度计算正确 + resize: vertical; // 修改这里：改为只允许垂直调整大小 + } + + .textarea-counter { + font-size: 8pt; + color: var(--text-muted); + white-space: nowrap; + } + + .button-group { + display: flex; + justify-content: space-between; // Analyze在左，Save在右 + align-items: center; + width: 100%; + margin-top: 5px; + gap: 10px; + box-sizing: border-box; // 确保宽度计算正确 + flex-wrap: wrap; // 允许换行 + + .button-left { + display: flex; + align-items: center; + gap: 10px; + flex-shrink: 0; // 防止左侧按钮被压缩 + position: relative; // 为绝对定位的进度消息提供定位上下文 + + } + + .button-right { + display: flex; + align-items: center; + gap: 10px; + flex-shrink: 0; // 防止右侧按钮被压缩 + + } + + .text-metrics { + flex: 1 1 auto; + display: flex; + flex-direction: column; + justify-content: center; + align-items: center; + gap: 2px; + font-size: 8pt; + color: var(--text-muted); + min-width: 150px; // 设置最小宽度，空间不够时会换行 + min-height: 32px; + transition: opacity 0.2s ease; + } + + .text-metrics-primary { + display: flex; + align-items: center; + justify-content: center; + gap: 6px; + flex-wrap: wrap; // 允许换行 + text-align: center; + max-width: 100%; // 确保不超过容器宽度 + } + + .text-metrics-secondary { + font-size: 8pt; + color: var(--text-muted); + text-align: center; + } + + .text-metrics.is-hidden { + visibility: hidden; + opacity: 0; + } + + .text-metrics-secondary.is-hidden { + visibility: hidden; + opacity: 0; + } + + .text-metrics-divider { + color: var(--text-muted); + } + } +} + +// Clear 和 Paste 按钮容器 - 在文本框上方，右侧对齐 +.text-action-buttons-top { + display: flex; + gap: 4px; // 按钮之间间距 + align-items: center; + + .textarea-counter { + font-size: 8pt; // 与text-metrics保持一致 + color: var(--text-muted); // 与text-metrics保持一致 + white-space: nowrap; + margin-right: 8px; // 字数信息与Clear按钮之间的间距 + } +} + +// 按钮样式已移至 _buttons.scss + + +#header { + display: table; + width: 100%; + background-color: lightgray; + height: 30px; +} + +#headertext { + display: table-cell; + vertical-align: middle; + text-align: center; + font-size: 18px; + font-family: 'Source Sans Pro', sans-serif; +} + +svg { + vertical-align: top; +} + + +select { + font-size: 9pt; + font-weight: 600; + background-color: var(--input-bg); + color: var(--text-color); + padding: 8px 6px; + -webkit-box-sizing: border-box; + -moz-box-sizing: border-box; + box-sizing: border-box; + border-radius: 4px; + border: 1px solid var(--input-border); + outline: 0; + transition: background-color 0.3s ease, color 0.3s ease, border-color 0.3s ease; +} + +.slider { + -webkit-appearance: none; + width: 100px; + height: 10px; + border-radius: 5px; + background: #d3d3d3; + outline: none; + opacity: 0.7; + -webkit-transition: .2s; + transition: opacity .2s; +} + +.slider:hover { + opacity: 1; +} + +.slider::-webkit-slider-thumb { + -webkit-appearance: none; + appearance: none; + width: 15px; + height: 15px; + border-radius: 50%; + background: #666666; + cursor: pointer; +} + +#clear_highlight_btn { + margin-top: 10px; + padding: 4px 12px; + font-size: 9pt; + cursor: pointer; +} + +.navbar { + position: absolute; + top: 0; + left: 0; + width: 100%; + height: 50px; + background-color: antiquewhite; +} + +.navbarContent { + margin: 10px 20px; + + span { + padding-left: 10px; + } + + button { + margin-left: 10px; + } +} + +.navbarTitle { + font-size: 12pt; + font-weight: bold; +} + +// 修改原有的floating_content样式 +.floating_content { + padding: 0; // 移除内边距，因为已经在left_panel中设置 + margin: 0; + width: 100%; // 使用100%宽度，自适应父容器 + max-width: 100%; // 确保不超过父容器宽度 + box-sizing: border-box; // 确保宽度计算包含padding和border +} + +// 介绍区域样式 +.intro-section { + margin-bottom: 15px; + + p { + margin: 8px 0; + } +} + +.intro-brief { + font-size: 11pt; // 比 body 的 10pt 大一号 +} + +.intro-brief .intro-token { + background-color: rgba(var(--intro-rgb), var(--a, 0)); + border-radius: 6px; +} + +// 首页“了解更多”折叠区：将 做成明显的 CTA（避免像普通链接/原文样式） +.intro-more { + margin-top: 10px; +} + +// 未展开：更小更窄、弱提示，贴右侧 +.intro-section .intro-more:not([open]) { + display: block; + width: fit-content; +} + +// 展开：恢复为完整信息块容器，占整行 +.intro-more[open] { + display: block; + margin-left: 0; + border: 1px solid var(--border-color); + border-radius: 10px; + background: var(--panel-bg); + overflow: hidden; +} + +.intro-more > summary { + list-style: none; + cursor: pointer; + user-select: none; + display: flex; + align-items: center; + justify-content: space-between; + gap: 10px; + padding: 10px 12px; + font-weight: 500; + border-radius: 10px; + background: transparent; + color: var(--text-muted); + transition: background-color 0.15s ease, color 0.15s ease; + + &::-webkit-details-marker { + display: none; + } + + &::marker { + content: ""; + } + + &::after { + content: "›"; + font-size: 18px; + line-height: 1; + opacity: 0.45; + transition: transform 0.15s ease, opacity 0.15s ease; + } + + &:hover { + background-color: var(--hover-bg-color); + color: var(--text-color); + } +} + +.intro-more:not([open]) > summary { + display: inline-flex; + width: fit-content; + padding: 4px 10px; + gap: 6px; + font-size: 9pt; + border: 1px solid var(--border-color); + border-radius: 10px; + + &::after { + font-size: 16px; + } +} + +.intro-more[open] > summary { + border-bottom-left-radius: 0; + border-bottom-right-radius: 0; + background: var(--button-bg); + color: var(--text-color); + + &::after { + transform: rotate(90deg); + opacity: 0.85; + } +} + +// 首页“了解更多”折叠按钮文案：展开状态与折叠状态切换 +.intro-more > summary .intro-summary-when-open { + display: none; +} + +.intro-more[open] > summary .intro-summary-when-closed { + display: none; +} + +.intro-more[open] > summary .intro-summary-when-open { + display: inline; + font-size: 90%; + font-weight: 400; + color: var(--text-muted); +} + +.intro-more .intro-block { + padding: 10px 12px; + + h4 { + margin: 0 0 6px 0; + font-size: 11pt; + } + + pre { + white-space: pre-wrap; // 保留空白，但允许换行 + word-wrap: break-word; // 长单词换行 + overflow-wrap: break-word; // 溢出时换行 + overflow-x: auto; // 如果仍然溢出，显示横向滚动条 + max-width: 100%; // 不超过容器宽度 + margin: 8px 0; // 适当的上下间距 + } +} + +.intro-more .intro-block + .intro-block { + border-top: 1px dashed var(--border-color); +} + +// Demo 区域样式 +.demo-section { + margin-bottom: 15px; +} + +// 输入区域样式 +.input-section { + margin-bottom: 15px; +} + +// 结果区域样式 +.results-section { + margin-top: 20px; +} + +.container { + margin-right: auto; + margin-left: auto; + padding: 10pt; +} + +#input { + margin-right: 5px; + float: left; + width: calc(50% - 225px); + height: 100%; +} + +// ----- My own ----- + +// GLTR 文本容器样式，确保文本节点能正确显示和选中 +// 基础样式（所有屏幕尺寸通用） +.LMF { + position: relative; // 相对定位，让内容自然扩展 + @include lmf.lmf-readout-text; + background-color: var(--text-area-bg); // 使用CSS变量控制背景色 + // 夜间 :root[data-theme="dark"] .LMF { font-weight: 300 }；SVG 纯文本继承之；.token 仍为 500 + // 确保至少350px高度以容纳tooltip（内容不足时生效） + min-height: 350px; + // 不设置固定padding-bottom，让内容自然决定高度 + + &.loading { + // 添加轻微的脉冲动画效果 + animation: textPulse 2s ease-in-out infinite; + } +} + +// 截断后的文本（被丢弃部分）灰色文字 +.truncated-text { + display: inline; + font-size: inherit; + color: var(--token-truncated-color); +} + +.token { + display: inline; + font-size: inherit; // 继承容器的字体大小 + font-weight: 500; + cursor: pointer; + user-select: text; // 确保可以选中文本 + // 使用 inline 而不是 inline-block，这样文本节点之间的空格和换行能正确显示 + // line-height 和 vertical-align 使用默认值，确保所有字符对齐一致 + border-radius: 6px; + transition: box-shadow 0.15s ease, outline 0.15s ease; + + &:hover { + // 增强的悬浮效果：不改变背景色（背景色是关键信息），使用边框和外发光 + // 注意：不设置background-color，保持token原有的背景色（用于表示可预测性） + box-shadow: 0 0 5px var(--token-hover-shadow), 0 0 9px var(--token-hover-shadow); // 外发光效果，增强可见性但更收敛 + outline: 2px solid var(--token-hover-outline); // 更粗的边框，更明显 + outline-offset: -2px; // 让outline紧贴元素边缘 + position: relative; // 确保z-index生效 + z-index: 2; // 确保悬浮元素在背景色之上 + } + + // bin高亮样式 - 使用outline和box-shadow，确保显示在背景色之上 + &.bin-highlighted { + border-radius: 6px; + // 使用实线勾勒无外发光 + outline: 1.5px solid var(--bin-highlight-outline); + outline-offset: -2px; + box-shadow: none; + position: relative; + z-index: 1; + } + +} + +// SVG覆盖层方案使用的样式 +.svg-overlay { + position: absolute; + top: 0; + left: 0; + width: 100%; + height: 100%; + z-index: 1; // 在文本下方 + pointer-events: none; // 默认不拦截鼠标事件 + + // token group：当group hover时，其内部所有rect一起发光 + g.token-group { + pointer-events: auto; // group区域可交互 + cursor: pointer; + + // 当group hover时，为所有rect添加蓝色描边（无发光） + &:hover rect { + // 发光效果已关闭（历史代码备份） + // filter: + // drop-shadow(0 0 2px rgba(30, 111, 255, 1)) + // drop-shadow(0 0 5px rgba(30, 111, 255, 0.85)) + // drop-shadow(0 0 10px rgba(30, 111, 255, 0.7)); + stroke: rgba(30, 111, 255, 0.9); + stroke-width: 2.5px; + } + + // 如果group内的rect同时有bin-highlighted类，hover时也仅保留蓝色描边 + &:hover rect.bin-highlighted { + // 发光效果已关闭（历史代码备份） + // filter: + // drop-shadow(0 0 2px rgba(30, 111, 255, 1)) + // drop-shadow(0 0 5px rgba(30, 111, 255, 0.85)) + // drop-shadow(0 0 10px rgba(30, 111, 255, 0.7)); + stroke: rgba(30, 111, 255, 0.9); + stroke-width: 2.5px; + } + } + + rect { + rx: 6px; + ry: 6px; + pointer-events: auto; // rect区域可交互 + cursor: pointer; + transition: fill-opacity 0.1s ease, stroke-opacity 0.15s ease, filter 0.15s ease, stroke 0.15s ease, stroke-width 0.15s ease; + + // Hover效果：保留蓝色描边，不使用发光 + &.token-hovered { + // 发光效果已关闭（历史代码备份） + // 桌面端：叠加多层更强的霓虹效果，突出与蓝框一致的发光 + // filter: + // drop-shadow(0 0 2px rgba(30, 111, 255, 1)) + // drop-shadow(0 0 5px rgba(30, 111, 255, 0.85)) + // drop-shadow(0 0 10px rgba(30, 111, 255, 0.7)); + // 移动端备用方案：使用 stroke 作为发光效果（iOS Safari filter 支持不佳） + // 使用 2.5px 区分于 bin-highlighted 的 1.5px + stroke: rgba(30, 111, 255, 0.9); + stroke-width: 2.5px; + } + + // 高亮效果 + &.bin-highlighted { + // 保持默认滤镜，避免与悬浮发光冲突 + filter: none; + // 注意：stroke 由 JavaScript 设置为 1.5px，这里不覆盖 + } + + // 同时悬浮与高亮时：使用更粗的蓝色描边区分 + &.token-hovered.bin-highlighted { + // 发光效果已关闭（历史代码备份） + // filter: + // drop-shadow(0 0 2px rgba(30, 111, 255, 1)) + // drop-shadow(0 0 5px rgba(30, 111, 255, 0.85)) + // drop-shadow(0 0 10px rgba(30, 111, 255, 0.7)); + // 覆盖 bin-highlighted 的 stroke，使用更粗的 stroke 表示同时悬浮 + stroke: rgba(30, 111, 255, 0.9); + stroke-width: 2.5px; + } + } +} + +// 确保文本层在SVG上方 +// 文本层样式 +.text-layer { + position: relative; + z-index: 2; // 确保文本在SVG上方 + pointer-events: none; // 允许事件穿透到SVG层，文本仍可选择 +} + +// 文本区域加载遮罩层 +.text-loading-overlay { + position: absolute; + top: 0; + left: 0; + right: 0; + bottom: 0; + min-height: 100%; // 确保至少覆盖整个容器高度 + background: var(--loading-overlay-bg); + display: flex; + align-items: center; + justify-content: center; + z-index: 100; // 确保在文本内容之上 + pointer-events: none; // 不阻止用户交互（虽然文本已显示） + opacity: 0; + transition: opacity 0.3s ease-in-out, background-color 0.3s ease; + + &.visible { + opacity: 1; + } + + .loading-content { + display: flex; + flex-direction: column; + align-items: center; + gap: 10px; + color: var(--text-color); + font-size: 12pt; + // 覆盖 dialog.scss 的 .loading-content 全局样式，避免不透明方块 + background: transparent; + padding: 0; + + .loading-spinner { + width: 60px; // 从24px增大到60px + height: 60px; + border: 4px solid var(--loading-spinner-border); + border-top: 4px solid var(--loading-spinner-top); + border-radius: 50%; + animation: spin 1s linear infinite; + } + } +} + +// 文本脉冲动画 +@keyframes textPulse { + 0%, 100% { + opacity: 1; + } + 50% { + opacity: 0.85; + } +} + +.tooltip { + font-size: 9pt; + font-weight: 500; + border-radius: 5px; + padding: 5px; + background: var(--tooltip-bg); + color: var(--text-color); + transition-property: opacity, background-color, color; + transition-duration: .2s; + position: absolute; // 相对于 #results 容器定位，与文本区域使用相同的坐标系统 + z-index: 101; // Tooltip 层级，在模态框之上 + pointer-events: auto; // 允许接收点击事件 + cursor: pointer; // 添加指针样式，提示可点击 + user-select: none; + -webkit-user-select: none; + // 合并提示 / 长候选：限制宽度并允许断行（定位仍按渲染后 getBoundingClientRect） + max-width: min(16rem, calc(100vw - 24px)); + box-sizing: border-box; + overflow-wrap: break-word; +} + +// 当前token显示区域，使用等宽字体以便分辨连续的␣（字号继承 .tooltip 9pt，行高与历史一致） +.currentToken { + font-family: lmf.$mono-font-stack; + font-size: 9pt; + line-height: 1.4; + margin-bottom: 4px; // 与下方内容保持间距 +} + +// 候选列表也使用等宽字体，与当前token保持一致，以便分辨连续的␣ +.predictions { + .row { + font-family: lmf.$mono-font-stack; + } +} + +// 首页demo列表特有样式 - 公共样式已移至 _demo-list.scss +.demos { + height: 150px; // 首页固定高度 +} + +// 多选模式相关样式 - 紧凑型设计 + +// 路径导航器包装器，支持换行 +.demo-path-nav-wrapper { + flex-wrap: wrap; // 允许换行 + row-gap: 4px; // 行之间的间距 + min-height: 28px; // 与 refresh-btn 高度保持一致（无按钮时也占满高度） + align-items: center; // 确保文字在这 28px 内垂直居中 +} + +// 路径导航文字区域：提高行高，使其与按钮高度一致 +.demo-path-navigator { + line-height: 28px; // 与 .refresh-btn 的 height 对齐 +} + +// 多选控制栏（在多选切换按钮的左边） +.demo-multiselect-bar-center { + display: flex; + align-items: center; + gap: 4px; // 减少30%：6px → 4px + flex-wrap: nowrap; + background-color: var(--panel-bg, transparent); + padding: 1px 6px; // 减少30%：2px 8px → 1px 6px + border-radius: 4px; + margin-right: 4px; // 与多选切换按钮之间的间距 + width: fit-content; // 只占据内容宽度，不占满 + flex-shrink: 0; // 防止被压缩 + + .multiselect-count { + font-size: 9pt; + color: var(--text-muted); + white-space: nowrap; + } + + // 控制栏中的按钮使用refresh-btn样式，但可以调整文字大小 + .refresh-btn { + font-size: 9pt; + padding: 1px 6px; // 减少30%：2px 8px → 1px 6px + min-width: auto; + height: auto; + white-space: nowrap; + + &.inactive { + opacity: 0.5; + cursor: not-allowed; + pointer-events: none; + } + + // 可用状态时颜色加深 + &:not(.inactive) { + color: var(--text-color, #333); + font-weight: 500; + + &:hover { + color: var(--primary-color, #3b82f6); + } + } + } +} + +// 内联复选框（在demo名左侧，不影响行距） +.demo-checkbox-inline { + cursor: pointer; + margin-right: 1px; // 减小间距，让复选框更贴近demo项 + width: 14px; + height: 14px; + // 使用middle对齐，让复选框垂直居中 + vertical-align: middle; + // 确保复选框不会影响行距 + display: inline-block; + // 微调位置，确保完全居中 + margin-top: 0; + margin-bottom: 0; + // 确保复选框在demo-item的最左边 + flex-shrink: 0; + order: -1; // 确保复选框在最左边 +} + +// 日间模式和夜间模式下的复选框样式 +.demo-checkbox-inline { + // 移除默认样式，使用自定义样式 + appearance: none; + -webkit-appearance: none; + -moz-appearance: none; + + // 设置复选框背景为透明，露出底下的颜色 + background-color: transparent; + border: 1px solid var(--text-muted, #888); + border-radius: 2px; + + // 选中状态下的样式 + &:checked { + background-color: var(--primary-color, #3b82f6); // 选中时使用主题色背景 + border-color: var(--primary-color, #3b82f6); + // 添加选中标记（对勾） + background-image: url("data:image/svg+xml,%3Csvg xmlns='http://www.w3.org/2000/svg' width='12' height='12' viewBox='0 0 12 12'%3E%3Cpath fill='none' stroke='white' stroke-width='2' stroke-linecap='round' stroke-linejoin='round' d='M2 6l3 3 5-5'/%3E%3C/svg%3E"); + background-repeat: no-repeat; + background-position: center; + background-size: 10px 10px; + } + + // 悬停状态 + &:hover:not(:disabled) { + border-color: var(--text-color, #333); + } + + // 聚焦状态 + &:focus:not(:disabled) { + outline: 1px solid var(--primary-color, #3b82f6); + outline-offset: 1px; + } + + // disabled状态：与不可选的demo项颜色一致，无hover效果 + &:disabled { + opacity: 0.3; + cursor: not-allowed; + pointer-events: none; // 禁用所有鼠标交互，包括hover + } +} + +// 夜间模式下的复选框样式调整 +:root[data-theme="dark"] { + .demo-checkbox-inline { + // 悬停状态（夜间模式） + &:hover:not(:disabled) { + border-color: var(--text-color, var(--text-color-light)); + } + } +} + +.demo-history-promote-btn { + background: transparent !important; + border: none !important; + color: var(--text-color); + cursor: pointer; + font-family: var(--font-icon); + font-size: var(--font-icon-size); + line-height: 1; + padding: 6px 6px; + opacity: 0.6; + transition: opacity 0.2s; + flex-shrink: 0; + + &:hover { + opacity: 1; + color: var(--accent-color, #3498db); + } +} + +.demo-delete-btn { + background: transparent !important; + border: none !important; + color: var(--text-color); + cursor: pointer; + font-family: var(--font-icon); + font-size: var(--font-icon-size); + line-height: 1; + padding: 6px 6px; + opacity: 0.6; + transition: opacity 0.2s; + flex-shrink: 0; // 防止按钮被压缩 + + &:hover { + opacity: 1; + color: var(--error-color, #e74c3c); // 如果定义了错误颜色变量则使用，否则使用默认红色 + } +} + +// 分析进度显示样式 +.analyze-progress { + display: none; // 默认隐藏 + font-size: 9pt; + color: var(--text-muted, #666); + white-space: nowrap; + line-height: 1.2; + position: absolute; // 绝对定位，不占用正常布局空间 + left: 100%; // 定位在button-left的右侧 + margin-left: 30px; // loader宽度(10px) + loader的margin(10px) + 额外间距(10px) + z-index: 10; // 确保在上层显示 + + // 夜间模式下的颜色 + :root[data-theme="dark"] & { + color: var(--text-muted, #999); + } +} + +// 加载器容器样式 +#loader { + top: 0px; + opacity: 1; + transition-property: opacity; + transition-duration: 0.5s; +} + +// 主框架样式 +.main_frame { + opacity: 1; + transition-property: opacity; + transition-duration: 1s; +} + +// 子页顶栏外壳：Analysis / Chat / 归因 / 生成 / Compare 共用；--bleed 用于 left_panel 内出血对齐 + +.app-page-toolbar { + position: relative; + z-index: 1000; + border-bottom: 1px solid var(--border-color); + display: flex; + justify-content: space-between; + align-items: center; + flex-wrap: wrap; + gap: 10px; + row-gap: 6px; + background-color: var(--bg-color); + box-shadow: 0 2px 4px rgba(0, 0, 0, 0.1); + box-sizing: border-box; + padding: max(10px, env(safe-area-inset-top)) 20px 10px 20px; + transition: background-color 0.3s ease, border-color 0.3s ease, box-shadow 0.3s ease; +} + +// 左右/底与 left_panel 相抵（顶 8px 不抵）；内边距同 .app-page-toolbar +.app-page-toolbar--bleed { + margin: 0 -20px 10px -20px; + padding: max(10px, env(safe-area-inset-top)) 20px 10px 20px; +} + +.app-page-toolbar-actions { + display: flex; + align-items: center; + justify-content: flex-end; + flex-wrap: wrap; + gap: 10px; + flex: 0 0 auto; + max-width: 100%; + margin-left: auto; +} + +// 各子页顶栏主标题+副标题：宽屏同排，窄屏因 flex-wrap 自然换行 +.page-toolbar-title { + margin: 0; + font-size: var(--page-chrome-title-size); + font-weight: var(--page-chrome-title-weight); + line-height: var(--page-chrome-line-height); + display: flex; + flex-direction: column; + align-items: flex-start; + gap: 2px; + white-space: normal; + overflow: visible; + flex: 1 1 240px; + min-width: 0; + + .title-main-line { + display: flex; + flex-wrap: wrap; + align-items: baseline; + column-gap: 1em; + row-gap: 2px; + } + + .title-tagline { + font-size: var(--page-chrome-subtitle-size); + font-weight: var(--page-chrome-subtitle-weight); + line-height: var(--page-chrome-line-height); + } + + .title-formula { + font-size: 10px; + font-weight: 400; + color: var(--text-muted); + opacity: 0.75; + font-style: italic; + } +} + +// 语言切换按钮样式 +.language-toggle-btn { + padding: 4px 10px; + border: 1px solid var(--button-border); + background: var(--button-bg); + color: var(--button-text); + border-radius: 4px; + cursor: pointer; + font-size: 13px; + transition: background-color 0.2s, border-color 0.2s; + + &:hover { + background-color: var(--button-hover-bg); + } + + &:active { + background-color: var(--button-active-bg); + } +} + +// 设置菜单样式 +.settings-menu-wrapper { + position: relative; + display: inline-block; +} + +.settings-btn { + display: inline-flex; + align-items: center; + justify-content: center; + width: 28px; + height: 28px; + padding: 0; + border: 1px solid var(--border-color); + border-radius: 4px; + background: var(--button-bg); + color: var(--text-color); + cursor: pointer; + font-size: 14px; + line-height: 1; + transition: background-color 0.2s ease, border-color 0.2s ease; + + .settings-icon { + font-size: 16px; + line-height: 1; + } + + &:hover { + background-color: var(--button-hover-bg); + } + + &:active { + background-color: var(--button-active-bg); + } +} + +.settings-menu { + position: absolute; + top: 100%; + right: 0; + margin-top: 4px; + background: var(--button-bg); + border: 1px solid var(--border-color); + border-radius: 4px; + box-shadow: 0 2px 8px rgba(0, 0, 0, 0.15); + z-index: 1000; + width: max-content; + min-width: 180px; +} + +.settings-menu-item { + padding: 8px 12px; + box-sizing: border-box; +} + +.settings-menu-row { + display: flex; + align-items: center; + justify-content: space-between; + gap: 12px; +} + +.settings-menu-label { + white-space: nowrap; + flex-shrink: 0; +} + +.settings-menu-control { + flex-shrink: 0; +} + +.settings-menu-checkbox input[type="checkbox"] { + cursor: pointer; + margin: 0; +} + +.settings-menu-btn { + padding: 4px 8px; + border: 1px solid var(--border-color); + border-radius: 4px; + background: var(--button-bg); + color: var(--text-color); + cursor: pointer; + font-size: inherit; + white-space: nowrap; + transition: background-color 0.2s ease; + + &:hover { + background-color: var(--button-hover-bg); + } + + &:active { + background-color: var(--button-active-bg); + } +} + +.settings-menu-divider { + height: 1px; + background-color: var(--border-color); + margin: 4px 0; +} + +// 设置下拉菜单共用样式（Theme/Language/Token render style 等，通过 settings-dropdown-* 共享） +#dark_mode_toggle, +.settings-dropdown-in-menu { + padding: 0; + border: none; + background: transparent; + cursor: pointer; + + .settings-dropdown { + position: relative; + display: inline-block; + + .settings-dropdown-btn { + display: flex; + align-items: center; + gap: 6px; + padding: 4px 8px; + border: 1px solid var(--border-color); + border-radius: 4px; + background: var(--button-bg); + color: var(--text-color); + cursor: pointer; + font-size: inherit; + font-family: inherit; + transition: background-color 0.2s ease, border-color 0.2s ease; + white-space: nowrap; + + &:hover { + background-color: var(--button-hover-bg); + } + + &.active { + background-color: var(--button-hover-bg); + border-color: var(--button-border); + } + + &:active { + background-color: var(--button-active-bg); + } + } + + .settings-dropdown-menu { + position: absolute; + top: 100%; + left: 0; + margin-top: 4px; + min-width: 100%; + width: max-content; + box-sizing: border-box; + background: var(--panel-bg); + border: 1px solid var(--border-color); + border-radius: 4px; + box-shadow: 0 2px 8px rgba(0, 0, 0, 0.15); + z-index: 1001; + opacity: 0; + visibility: hidden; + transform: translateY(-10px); + transition: opacity 0.2s ease, transform 0.2s ease, visibility 0.2s ease; + pointer-events: none; + overflow: hidden; + + &.open { + opacity: 1; + visibility: visible; + transform: translateY(0); + pointer-events: auto; + } + + .settings-dropdown-option { + display: flex; + align-items: center; + gap: 6px; + width: 100%; + padding: 8px 12px; + border: none; + background: transparent; + color: var(--text-color); + cursor: pointer; + font-size: inherit; + font-family: inherit; + text-align: left; + transition: background-color 0.2s ease; + white-space: nowrap; + + &:hover { + background-color: var(--hover-bg-color); + } + + &.active { + background-color: var(--hover-bg-color); + font-weight: 500; + cursor: not-allowed; + pointer-events: none; + opacity: 0.5; + } + + &:first-child { + border-radius: 4px 4px 0 0; + } + + &:last-child { + border-radius: 0 0 4px 4px; + } + + &:only-child { + border-radius: 4px; + } + } + } + } +} + +// 设置菜单内下拉按钮更紧凑 +.settings-menu .settings-dropdown-btn { + padding: 2px 6px; + font-size: inherit; +} + +:root[data-theme="dark"] { + #dark_mode_toggle .settings-dropdown-menu, + .settings-dropdown-in-menu .settings-dropdown-menu { + box-shadow: 0 2px 8px rgba(0, 0, 0, 0.3); + } +} + + +// Demo 标题区域 +.demo-header { + font-weight: bold; + display: flex; + align-items: center; + gap: 5px; +} + +// 文件输入组件样式（模拟原生文件输入框） +.file-input-wrapper { + display: inline-flex; + align-items: stretch; + border: 1px solid var(--input-border); + border-radius: 4px; + background-color: var(--input-bg); + overflow: visible; // 允许内容换行时显示 + font-size: 9pt; + // 移除 min-height，让高度由内部按钮的 padding 决定，与其他按钮保持一致 + + .file-input-button { + // 继承通用按钮样式，仅收紧 padding 和结构 + padding: 3px 8px; + border-radius: 0; + border-right: 1px solid var(--input-border); + white-space: nowrap; + display: inline-flex; + align-items: center; + } + + // 夜间模式下的按钮样式 + :root[data-theme="dark"] & { + .file-input-button { + background-color: #3a3a3a; + color: var(--text-color); + + &:hover { + background-color: #4a4a4a; + } + + &:active { + background-color: #505050; + } + } + } + + .file-input-filename { + padding: 3px 2px; + color: var(--text-muted); + overflow-wrap: break-word; + word-wrap: break-word; + word-break: break-word; + max-width: 200px; // 限制文件名显示的最大宽度 + min-width: 100px; // 最小宽度 + font-size: clamp(7pt, 2vw, 9pt); // 响应式字体大小，空间不足时自动缩小 + display: flex; + align-items: center; + justify-content: center; // 水平居中文本 + text-align: center; // 多行时仍保持居中 + flex: 1; // 允许文件名区域占据剩余空间 + line-height: 1.3; // 设置行高以支持多行显示 + } +} + +// Demo 加载提示 +.demos-loading { + display: none; + color: #666; + font-size: 9pt; + margin-left: 5px; +} + +// 输入文本标题区域 +.input-header { + padding-top: 10px; + display: flex; + align-items: center; + justify-content: space-between; + gap: 5px; +} + +// 加载器小图标容器 +.loader-small-container { + position: absolute; // 绝对定位，不占用正常布局空间 + left: 100%; // 定位在button-left的右侧 + margin-left: 10px; // 与左侧元素保持间距 + z-index: 10; // 确保在上层显示 +} + + +// 统计图容器 +.stats-container { + text-align: center; +} + +// 直方图项目 +.histogram-item { + display: block; + text-align: center; + margin-bottom: 20px; +} + +// Tooltip 基础样式 +#major_tooltip { + position: absolute; + pointer-events: none; + opacity: 0; + // 不参与 opacity 过渡：否则 hide 时 top/left 已归位而 opacity 仍 >0，会与 fixed 叠成视口角上鬼影 + transition-property: background-color, color; +} + +#attribution_panel_tooltip { + transition-property: background-color, color; +} + +// 窄屏下 tooltip 使用 fixed 定位，空间不足时可叠加在 left_panel 上 +@media (max-width: $breakpoint-mobile) { + #major_tooltip { + position: fixed; + } +} + +// 预测表格样式（Top-K 行颜色见下，与 topkChartUtils.ts / tooltipPredictionsFromToken.ts 注释一致） +.predictions-table { + display: table; + + // Top-K：不内联主题色、不在切换主题时用 JS 重绘整段；随 --tooltip-text-* 与 data-theme 变化。 + .topk-chart-row { + display: table-row; + color: var(--tooltip-text-normal); + } + + .topk-chart-row--ellipsis { + display: block !important; + text-align: left; + padding-left: 30px; + font-weight: bold; + } + + .topk-chart-row--selected { + color: var(--tooltip-text-selected); + } + + .topk-chart-row--pickable { + cursor: pointer; + } + + .topk-chart-bar-cell { + display: table-cell; + padding-left: 5px; + vertical-align: baseline; + } + + .topk-chart-bar-fill { + display: inline-block; + height: 10px; + background-color: currentColor; + vertical-align: middle; + } + + .topk-chart-prob { + display: inline-block; + } + + .topk-chart-token-cell { + display: table-cell; + padding-right: 5px; + } + + .topk-chart-info-row { + display: block; + } + + .topk-chart-info-msg { + color: var(--tooltip-text-detail); + padding-left: 5px; + } + + .topk-chart-info-parts { + color: var(--tooltip-text-detail); + padding-left: 5px; + margin-top: 4px; + font-family: lmf.$mono-font-stack; + font-size: 8.5pt; + line-height: 1.3; + word-break: break-word; + } +} + +// 仅 tooltip 内：长内容触顶 max-width 时仍换行；勿设 width:100%（会把短 tooltip 撑满 max-width） +.tooltip .predictions-table { + table-layout: fixed; +} + +.tooltip .topk-chart-token-cell { + word-break: break-word; + overflow-wrap: anywhere; +} + 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ts/utils/charIndexForByteLimit.test.ts", + "test:findSplitPoint": "npx tsx ts/utils/findSplitPoint.test.ts", + "test:splitChunks": "npx tsx ts/utils/splitTextToChunks.test.ts", + "demo:histogramCdf": "npx tsx ts/utils/histogramCdfDemoData.ts", + "prebuild": "node scripts/updateIntroHTML.js", + "prebuild:dev": "node scripts/updateIntroHTML.js", + "wp": "npm run build:dev", + "ww": "npm run watch", + "stats": "webpack --mode production --json --profile > stats.json", + "build": "webpack --mode production", + "build:dev": "webpack --mode development --devtool=inline-source-map", + "watch": "webpack --mode development --devtool=inline-source-map --watch", + "start": "webpack serve --mode development --devtool=inline-source-map" + }, + "author": "", + "license": "Apache-2.0", + "dependencies": { + "@types/d3": "^7.4.3", + "@types/d3-selection": "^3.0.8", + "@types/lodash": "^4.14.202", + "@types/node": "^20.10.0", + "d3": "^7.8.5", + "d3-selection": "^3.0.0", + "font-awesome": "4.7.0", + "graphology": "^0.26.0", + "jquery": "^3.7.1", + "lodash": "^4.17.21" + }, + "devDependencies": { + "copy-webpack-plugin": "^11.0.0", + "css-loader": "^6.8.1", + "fork-ts-checker-webpack-plugin": "^7.3.0", + "mini-css-extract-plugin": "^2.7.6", + "sass": "^1.69.5", + "sass-loader": "^13.3.2", + "style-loader": "^3.3.3", + "ts-loader": "^9.5.1", + "typescript": "^5.3.3", + "webpack": "^5.89.0", + "webpack-cli": "^5.1.4", + "webpack-dev-server": "^4.15.1" + } +} diff --git a/client/src/partials/attribution-sidebar.html b/client/src/partials/attribution-sidebar.html new file mode 100644 index 0000000000000000000000000000000000000000..470b7f4debc5615655d4f474eacec19bc6f12bc6 --- /dev/null +++ b/client/src/partials/attribution-sidebar.html @@ -0,0 +1,26 @@ + + + + diff --git a/client/src/partials/settings-menu-analysis.html b/client/src/partials/settings-menu-analysis.html new file mode 100644 index 0000000000000000000000000000000000000000..808705a71d64e928c6d0b1fce2e1aa5c5aaaf915 --- /dev/null +++ b/client/src/partials/settings-menu-analysis.html @@ -0,0 +1,23 @@ +
                  + Minimap: + +
                  +
                  + Semantic analysis (Beta): + +
                  + + +
                  diff --git a/client/src/partials/settings-menu-common-mid.html b/client/src/partials/settings-menu-common-mid.html new file mode 100644 index 0000000000000000000000000000000000000000..6e6ea8cc9fc303d76dc190f398c1501f817732f4 --- /dev/null +++ b/client/src/partials/settings-menu-common-mid.html @@ -0,0 +1,25 @@ +
                  + Theme: +
                  +
                  +
                  + Language: +
                  +
                  +
                  + Force narrow screen: + +
                  +
                  + Enable digits merge: + +
                  +
                  + diff --git a/client/src/partials/settings-menu-trailing-admin.html b/client/src/partials/settings-menu-trailing-admin.html new file mode 100644 index 0000000000000000000000000000000000000000..3bd3aadfa096c042dc20f723bcc2d13da23d8f6e --- /dev/null +++ b/client/src/partials/settings-menu-trailing-admin.html @@ -0,0 +1,4 @@ +
                  + Admin mode: + +
                  diff --git a/client/src/scripts/genAttributeDemoManifestPlugin.js b/client/src/scripts/genAttributeDemoManifestPlugin.js new file mode 100644 index 0000000000000000000000000000000000000000..931e62fd83aa6a55bdb6f1c5e1d907c368e80fed --- /dev/null +++ b/client/src/scripts/genAttributeDemoManifestPlugin.js @@ -0,0 +1,40 @@ +/** + * 构建时扫描 `demos/gen_attribute/*.json`（源目录），在产物中生成 `demos/gen_attribute/manifest.json`（仅列 slug），供运行时用 fetch 拉列表。 + * 不随 JS bundle 内联大 JSON。 + */ +const path = require('path'); +const fs = require('fs'); +const webpack = require('webpack'); + +const REL_DIR = 'demos/gen_attribute'; + +class GenAttributeDemoManifestPlugin { + apply(compiler) { + const srcDir = path.join(__dirname, '..', REL_DIR); + compiler.hooks.thisCompilation.tap('GenAttributeDemoManifestPlugin', (compilation) => { + compilation.hooks.processAssets.tap( + { + name: 'GenAttributeDemoManifestPlugin', + stage: webpack.Compilation.PROCESS_ASSETS_STAGE_ADDITIONS, + }, + () => { + let slugs = []; + if (fs.existsSync(srcDir)) { + const files = fs.readdirSync(srcDir).filter((f) => f.endsWith('.json')); + slugs = files + .map((f) => f.replace(/\.json$/i, '')) + .filter((s) => s.length > 0); + slugs.sort((a, b) => a.localeCompare(b, undefined, { sensitivity: 'base' })); + } + const json = JSON.stringify({ slugs }); + compilation.emitAsset( + path.posix.join(REL_DIR, 'manifest.json'), + new webpack.sources.RawSource(json) + ); + } + ); + }); + } +} + +module.exports = { GenAttributeDemoManifestPlugin }; diff --git a/client/src/scripts/includeHtmlPartials.js b/client/src/scripts/includeHtmlPartials.js new file mode 100644 index 0000000000000000000000000000000000000000..37dd8d6291fc62ef055280698139f53e4e1d3deb --- /dev/null +++ b/client/src/scripts/includeHtmlPartials.js @@ -0,0 +1,27 @@ +/** + * 构建时展开 HTML 中的 （path 相对 client/src）。 + * 由 webpack CopyWebpackPlugin 的 transform 调用；源 HTML 仅保留占位符，不写入展开结果。 + */ + +const fs = require('fs'); +const path = require('path'); + +/** 含行首空白，避免占位行缩进与 partial 首行缩进叠加 */ +const INCLUDE_RE = /[ \t]*/g; + +/** + * @param {string} html + * @param {string} srcRoot 绝对路径，一般为 client/src + * @returns {string} + */ +function expandHtmlIncludes(html, srcRoot) { + return html.replace(INCLUDE_RE, (_match, relPath) => { + const full = path.resolve(srcRoot, relPath); + if (!fs.existsSync(full)) { + throw new Error(`includeHtmlPartials: missing file ${full} (INCLUDE ${relPath})`); + } + return fs.readFileSync(full, 'utf8'); + }); +} + +module.exports = { expandHtmlIncludes }; diff --git a/client/src/scripts/injectPageMetaIntoHtml.js b/client/src/scripts/injectPageMetaIntoHtml.js new file mode 100644 index 0000000000000000000000000000000000000000..f23fee44b378649ea722602ea2a8008fa733ae4c --- /dev/null +++ b/client/src/scripts/injectPageMetaIntoHtml.js @@ -0,0 +1,119 @@ +/** + * 构建时根据 content/page-meta.json 向 HTML 写入英文标题、副标题、浏览器标题与导航锚文本， + * 便于爬虫与不执行 JS 的环境读取。页内可见文案带 data-i18n，运行时由 initI18n 按英文 key 翻译； + * 浏览器标题在构建时由本脚本写入：主标题与副标题与 page-meta 一致；副标题若以 “-” 开头（工具页 tagline）则与标题之间只加一个空格；否则中间加 “ - ”（如首页主副标题）。 + * 中文环境由 在 initI18n 翻译整串 key。 + */ + +/** + * @param {string} s + * @returns {string} + */ +function escapeHtmlText(s) { + return String(s) + .replace(/&/g, '&') + .replace(/</g, '<') + .replace(/>/g, '>') + .replace(/"/g, '"'); +} + +/** + * 浏览器标题与链接 title：title 与 subtitle 拼接（仅 trim 首尾空白）。 + * 副标题已以 “-” 开头时不额外插入横线，避免 “Title - - tagline”；否则插入 “ - ”。 + * + * @param {{ title: string, subtitle: string }} meta + */ +function documentTitleEn(meta) { + const title = String(meta.title ?? '').trim(); + const subtitle = String(meta.subtitle ?? '').trim(); + if (!title) return subtitle; + if (!subtitle) return title; + const joiner = subtitle.startsWith('-') ? ' ' : ' - '; + return title + joiner + subtitle; +} + +/** + * 将带 `data-page-*` 的成对标签内容替换为纯文本（英文，已转义）。 + * @param {string} html + * @param {string} attrToken 如 data-page-title + * @param {string} text + */ +function injectDataPageBlock(html, attrToken, text) { + const esc = escapeHtmlText(text); + const re = new RegExp( + `<([a-z][a-z0-9]*)([^>]*\\b${attrToken}\\b[^>]*)>([\\s\\S]*?)<\\/\\1>`, + 'gi' + ); + return html.replace(re, (_m, tag, attrs) => `<${tag}${attrs}>${esc}</${tag}>`); +} + +/** + * @param {string} html + * @param {string} pageKey + * @param {{ pages: Record<string, { title: string, subtitle: string, href?: string, formula?: string }>, navPageKeys: string[] }} doc + * @returns {string} + */ +function injectPageMeta(html, pageKey, doc) { + const meta = doc.pages[pageKey]; + if (!meta) { + throw new Error(`injectPageMeta: unknown pageKey "${pageKey}"`); + } + + const dt = documentTitleEn(meta); + html = html.replace(/<title[^>]*>[^<]*<\/title>/i, `<title data-i18n>${escapeHtmlText(dt)}`); + + html = injectDataPageBlock(html, 'data-page-title', meta.title); + html = injectDataPageBlock(html, 'data-page-subtitle', meta.subtitle); + + const formulaElRe = /<([a-z][a-z0-9]*)([^>]*\bdata-page-formula\b[^>]*)>([\s\S]*?)<\/\1>/gi; + if (meta.formula) { + html = html.replace(formulaElRe, (_m, tag, attrs) => `<${tag}${attrs}>${escapeHtmlText(meta.formula)}`); + } else { + html = html.replace(formulaElRe, ''); + } + + if (pageKey === 'home' && Array.isArray(doc.navPageKeys)) { + for (const navKey of doc.navPageKeys) { + const navMeta = doc.pages[navKey]; + if (!navMeta) { + throw new Error(`injectPageMeta: navPageKeys references missing page "${navKey}"`); + } + const navTitle = documentTitleEn(navMeta); + const re = new RegExp( + `(]*\\bdata-nav-page=["']?${navKey}["']?[^>]*>)([\\s\\S]*?)(<\\/a>)`, + 'i' + ); + const m = html.match(re); + if (!m) { + throw new Error(`injectPageMeta: missing in home HTML`); + } + let openTag = m[1]; + if (navMeta.href) { + if (/\bhref\s*=/.test(openTag)) { + openTag = openTag.replace( + /\bhref\s*=\s*("[^"]*"|'[^']*')/i, + `href="${escapeHtmlText(navMeta.href)}"` + ); + } else { + openTag = openTag.replace(/>$/, ` href="${escapeHtmlText(navMeta.href)}">`); + } + } + if (/\btitle\s*=/.test(openTag)) { + openTag = openTag.replace(/\btitle\s*=\s*("[^"]*"|'[^']*')/i, `title="${escapeHtmlText(navTitle)}"`); + } else { + openTag = openTag.replace(/>$/, ` title="${escapeHtmlText(navTitle)}">`); + } + const inner = + `
                  ` + + `${escapeHtmlText(navMeta.title)}` + + `${escapeHtmlText(navMeta.subtitle)}` + + `
                  ` + + ``; + html = html.replace(re, `${openTag}${inner}${m[3]}`); + } + } + + return html; +} + +module.exports = { injectPageMeta, escapeHtmlText, documentTitleEn }; diff --git a/client/src/scripts/updateIntroHTML.js b/client/src/scripts/updateIntroHTML.js new file mode 100644 index 0000000000000000000000000000000000000000..4c5d749a21dc79762f827fda3d4634b1c5fa0cb4 --- /dev/null +++ b/client/src/scripts/updateIntroHTML.js @@ -0,0 +1,179 @@ +/** + * 构建时脚本：从JSON生成带颜色的HTML + */ + +const fs = require('fs'); +const path = require('path'); + +// 文件路径配置 +const paths = { + en: { + json: path.resolve(__dirname, '../../../data/demo/public/InfoHighlight-intro.json'), + html: path.resolve(__dirname, '../content/home.en.html') + }, + zh: { + json: path.resolve(__dirname, '../../../data/demo/public/CN/InfoHighlight-介绍.json'), + html: path.resolve(__dirname, '../content/home.zh.html') + } +}; + +// ========================================== +// 颜色计算逻辑（从 SurprisalColorConfig.ts 复制） +// ========================================== + +const TOKEN_SURPRISAL_MAX = 18; + +/** + * 计算 surprisal（信息量） + */ +function calculateSurprisal(probability) { + return -Math.log2(Math.max(probability, Number.EPSILON)); +} + +/** RGB 部分，通过 CSS 变量复用 */ +const INTRO_RGB = '255, 71, 64'; + +/** alpha 小数位数 */ +const ALPHA_PRECISION = 2; + +/** + * 根据 surprisal 计算 alpha（0–0.7），保留指定位数 + */ +function getTokenAlpha(surprisal) { + const normalizedValue = surprisal < 0 ? 0 : + surprisal >= TOKEN_SURPRISAL_MAX ? 1 : + surprisal / TOKEN_SURPRISAL_MAX; + const alpha = Math.max(0, Math.min(1, normalizedValue)) * 0.7; + return alpha.toFixed(ALPHA_PRECISION); +} + +// ========================================== +// HTML 生成逻辑 +// ========================================== + +/** + * 转义HTML特殊字符 + */ +function escapeHtml(text) { + return text + .replace(/&/g, '&') + .replace(//g, '>') + .replace(/"/g, '"') + .replace(/'/g, '''); +} + +/** + * 从JSON生成带颜色的HTML（使用 CSS 变量 --intro-rgb，span 仅写 alpha） + */ +function generateColoredHTML(jsonPath) { + try { + const content = fs.readFileSync(jsonPath, 'utf-8'); + const data = JSON.parse(content); + + let html = ''; + for (const token of data.result.bpe_strings) { + const text = token.raw; + const prob = token.real_topk[1]; + const surprisal = calculateSurprisal(prob); + const alpha = getTokenAlpha(surprisal); + + const escapedText = escapeHtml(text); + + if (text.includes('\n')) { + const parts = text.split(/(\n)/); + for (const part of parts) { + if (part === '\n') { + html += '
                  '; + } else if (part) { + html += `${escapeHtml(part)}`; + } + } + } else { + html += `${escapedText}`; + } + } + + return html; + } catch (error) { + console.error(`Failed to generate HTML from JSON: ${jsonPath}`, error); + return null; + } +} + +/** + * 计算替换后的 HTML；若与原文一致则无需写入。 + * @returns {{ ok: true, changed: boolean, nextHtml: string } | { ok: false }} + */ +function buildIntroHtml(htmlPath, coloredHTML) { + try { + const original = fs.readFileSync(htmlPath, 'utf-8'); + + // 匹配
                  到
                  之间的内容 + const regex = /(
                  ]*>)([\s\S]*?)(<\/div>)/; + + if (!regex.test(original)) { + console.error(`intro-brief not found in ${htmlPath}`); + return { ok: false }; + } + + // 替换为带颜色的HTML，容器上定义 CSS 变量供 span 复用 + const replacement = `
                  \n ${coloredHTML}\n
                  `; + const nextHtml = original.replace(regex, replacement); + const changed = nextHtml !== original; + + return { ok: true, changed, nextHtml }; + } catch (error) { + console.error(`Failed to read/update HTML file: ${htmlPath}`, error); + return { ok: false }; + } +} + +/** + * 主函数 + */ +function main() { + const enHTML = generateColoredHTML(paths.en.json); + if (!enHTML) { + console.error('\n✗ Some generation failed'); + process.exit(1); + } + + const en = buildIntroHtml(paths.en.html, enHTML); + if (!en.ok) { + console.error('\n✗ Some generation failed'); + process.exit(1); + } + + const zhHTML = generateColoredHTML(paths.zh.json); + if (!zhHTML) { + console.error('\n✗ Some generation failed'); + process.exit(1); + } + + const zh = buildIntroHtml(paths.zh.html, zhHTML); + if (!zh.ok) { + console.error('\n✗ Some generation failed'); + process.exit(1); + } + + if (!en.changed && !zh.changed) { + return; + } + + console.log('Generating colored intro HTML from JSON...\n'); + + if (en.changed) { + fs.writeFileSync(paths.en.html, en.nextHtml, 'utf-8'); + console.log(`✓ Updated ${path.basename(paths.en.html)}`); + } + if (zh.changed) { + fs.writeFileSync(paths.zh.html, zh.nextHtml, 'utf-8'); + console.log(`✓ Updated ${path.basename(paths.zh.html)}`); + } + + console.log('\n✓ All intro HTML files generated successfully'); +} + +// 执行 +main(); diff --git a/client/src/ts/api/GLTR_API.ts b/client/src/ts/api/GLTR_API.ts new file mode 100644 index 0000000000000000000000000000000000000000..04afac8f21579942ce3c1ff6ef95a55b5ec16d37 --- /dev/null +++ b/client/src/ts/api/GLTR_API.ts @@ -0,0 +1,438 @@ +/* +Attn API and Types + */ + +import * as d3 from "d3"; +import URLHandler from "../utils/URLHandler"; +import {cleanSpecials} from "../utils/Util"; +import * as semanticResultCache from "../utils/semanticResultCache"; +import { getSemanticMatchThreshold } from "../utils/semanticThresholdManager"; +import {AnalyzeResponse, AnalyzeResult, TokenWithOffset} from "./generatedSchemas"; + +/** 前端合并原因；未合并则不含此字段 */ +export type BpeMergeReason = 'overlap' | 'digit'; + +export type FrontendToken = TokenWithOffset & { + bpe_merged?: BpeMergeReason; + /** 合并前的子片段 raw 列表（顺序与 tokenizer 步一致）；仅 `bpe_merged` 存在时有意义，供 tooltip 展示 */ + bpe_merge_parts?: string[]; +}; +export interface FrontendAnalyzeResult extends AnalyzeResult { + bpe_strings: FrontendToken[]; + originalTokens: FrontendToken[]; + bpeBpeMergedTokens: FrontendToken[]; + originalText: string; // 前端注入的原始文本（来自 request.text） +} + +// AnalyzedText 已废弃，请使用 FrontendAnalyzeResult +export type AnalyzedText = FrontendAnalyzeResult; // @deprecated 使用 FrontendAnalyzeResult + +// 类型别名：AnalysisData 用于 demo 存储场景（保存后的数据），AnalyzeResponse 用于 API 分析场景（保存前的数据） +export type AnalysisData = AnalyzeResponse; +export type { AnalyzeResponse, TokenWithOffset }; + +/** 语义分析响应可能包含 __fromCache，用于判断是否来自缓存 */ +export function isSemanticFromCache(res: unknown): boolean { + return !!(res as { __fromCache?: boolean } | null | undefined)?.__fromCache; +} + +/** 语义分析 options：onProgress 传入时启用 stream，否则普通 JSON */ +export interface AnalyzeSemanticOptions { + onProgress?: (step: number, totalSteps: number, stage: string, percentage?: number) => void; + submode?: string; + fullMatchDegreeOnly?: boolean; + /** 整段模式需要展示时传 true；不传则不请求，默认关 */ + debug_info?: boolean; + signal?: AbortSignal; +} + +export type SemanticResult = { + success: boolean; + model?: string; + token_attention?: Array<{ offset: [number, number]; raw: string; score: number }>; + debug_info?: { abbrev?: string; topk_tokens?: string[]; topk_probs?: number[] }; + full_match_degree?: number; + message?: string; +}; + +export class TextAnalysisAPI { + private adminToken: string | null = null; + + constructor(private baseURL: string = null) { + if (this.baseURL == null) { + this.baseURL = URLHandler.basicURL(); + } + } + + /** + * 设置admin token + */ + public setAdminToken(token: string | null): void { + this.adminToken = token; + } + + /** + * 获取请求头（如果有admin token，自动添加到请求头） + */ + private getHeaders(additionalHeaders?: Record): Record { + const headers: Record = { + "Content-type": "application/json; charset=UTF-8", + ...additionalHeaders + }; + + // 如果有admin token，自动添加 + if (this.adminToken) { + headers['X-Admin-Token'] = this.adminToken; + } + + return headers; + } + + + public list_demos(path?: string): Promise<{ path: string, items: Array<{type: 'folder'|'file', name: string, path: string}> }> { + const url = this.baseURL + '/api/list_demos' + (path ? `?path=${encodeURIComponent(path)}` : ''); + return d3.json(url); + } + + public save_demo(name: string, data: AnalyzeResponse, path: string = '/', overwrite: boolean = false): Promise<{ success: boolean, exists?: boolean, message?: string, file?: string }> { + return d3.json(this.baseURL + '/api/save_demo', { + method: "POST", + body: JSON.stringify({ name, data, path, overwrite }), + headers: this.getHeaders() + }); + } + + public delete_demo(file: string): Promise<{ success: boolean, message?: string }> { + return d3.json(this.baseURL + '/api/delete_demo', { + method: "POST", + body: JSON.stringify({ file }), + headers: this.getHeaders() + }); + } + + public move_demo(file: string, targetPath: string): Promise<{ success: boolean, message?: string }> { + return d3.json(this.baseURL + '/api/move_demo', { + method: "POST", + body: JSON.stringify({ file, target_path: targetPath }), + headers: this.getHeaders() + }); + } + + public move_folder(path: string, targetPath: string): Promise<{ success: boolean, message?: string }> { + return d3.json(this.baseURL + '/api/move_demo', { + method: "POST", + body: JSON.stringify({ path, target_path: targetPath }), + headers: this.getHeaders() + }); + } + + public rename_demo(file: string, newName: string): Promise<{ success: boolean, message?: string }> { + return d3.json(this.baseURL + '/api/rename_demo', { + method: "POST", + body: JSON.stringify({ file, new_name: newName }), + headers: this.getHeaders() + }); + } + + public rename_folder(path: string, newName: string): Promise<{ success: boolean, message?: string }> { + return d3.json(this.baseURL + '/api/rename_folder', { + method: "POST", + body: JSON.stringify({ path, new_name: newName }), + headers: this.getHeaders() + }); + } + + public delete_folder(path: string): Promise<{ success: boolean, message?: string }> { + return d3.json(this.baseURL + '/api/delete_folder', { + method: "POST", + body: JSON.stringify({ path }), + headers: this.getHeaders() + }); + } + + public list_all_folders(): Promise<{ folders: string[] }> { + return d3.json(this.baseURL + '/api/list_all_folders'); + } + + public create_folder(parentPath: string, folderName: string): Promise<{ success: boolean, message?: string }> { + return d3.json(this.baseURL + '/api/create_folder', { + method: "POST", + body: JSON.stringify({ parent_path: parentPath, folder_name: folderName }), + headers: this.getHeaders() + }); + } + + /** + * 构建分析请求的 payload + */ + private buildAnalyzePayload( + model: string, + text: string, + bitmask: number[] = null, + stream: boolean = false + ): any { + const payload: any = { + model, + text: cleanSpecials(text) + }; + if (bitmask) { + payload['bitmask'] = bitmask; + } + if (stream) { + payload['stream'] = true; + } + return payload; + } + + public analyze( + model: string, + text: string, + bitmask: number[] = null, + stream: boolean = false, + onProgress?: (step: number, totalSteps: number, stage: string, percentage?: number) => void + ): Promise { + // 如果启用流式响应，使用SSE方式 + if (stream) { + return this.analyzeWithProgress(model, text, onProgress); + } + + // 否则使用传统的JSON响应 + const payload = this.buildAnalyzePayload(model, text, bitmask, stream); + return d3.json(this.baseURL + '/api/analyze', { + method: "POST", + body: JSON.stringify(payload), + headers: { + "Content-type": "application/json; charset=UTF-8" + } + }).then((response: any) => { + // 检查统一的错误格式 + if (response && response.success === false) { + throw new Error(response.message || '分析失败'); + } + return response as AnalyzeResponse; + }); + } + + /** + * 从 URL 提取文本内容 + * + * @param url 要提取文本的 URL + * @returns Promise<{success: boolean, text?: string, url?: string, char_count?: number, message?: string}> + */ + public fetchUrlText(url: string): Promise<{success: boolean, text?: string, url?: string, char_count?: number, message?: string}> { + return d3.json(this.baseURL + '/api/fetch_url', { + method: "POST", + body: JSON.stringify({ url }), + headers: { + "Content-type": "application/json; charset=UTF-8" + } + }).then((response: any) => { + // 检查统一的错误格式 + if (response && response.success === false) { + throw new Error(response.message || 'URL 文本提取失败'); + } + return response; + }); + } + + /** + * 获取可用模型列表 + */ + public getAvailableModels(): Promise<{ success: boolean, models: string[] }> { + return d3.json(this.baseURL + '/api/available_models'); + } + + /** + * 获取当前模型 + */ + public getCurrentModel(): Promise<{ + success: boolean, + model: string, + loading: boolean, + device_type: 'cpu' | 'cuda' | 'mps', + use_int8: boolean, + use_bfloat16: boolean + }> { + return d3.json(this.baseURL + '/api/current_model'); + } + + /** + * 切换模型（需要管理员权限） + */ + public switchModel( + model: string, + use_int8?: boolean, + use_bfloat16?: boolean + ): Promise<{ success: boolean, message?: string, model?: string }> { + return d3.json(this.baseURL + '/api/switch_model', { + method: "POST", + body: JSON.stringify({ + model, + use_int8: use_int8 || false, + use_bfloat16: use_bfloat16 || false + }), + headers: this.getHeaders() + }); + } + + /** + * Semantic analysis：分析原文各 token 对 prompt 的关注度 + * 统一 API：onProgress 传入时 stream=true，否则普通 JSON；返回格式一致 + */ + public async analyzeSemantic( + query: string, + text: string, + options?: AnalyzeSemanticOptions + ): Promise { + const { onProgress, submode, fullMatchDegreeOnly, debug_info: wantDebugInfo } = options ?? {}; + if (submode === 'hybrid') { + const r1 = await this.analyzeSemantic(query, text, { onProgress, submode: 'count', fullMatchDegreeOnly: true, debug_info: wantDebugInfo, signal: options?.signal }); + if (!r1?.success) return r1; + if ((r1.full_match_degree ?? 0) < getSemanticMatchThreshold()) { + return { ...r1, token_attention: [] } as SemanticResult; + } + const r2 = await this.analyzeSemantic(query, text, { onProgress, submode: 'fill_blank', debug_info: wantDebugInfo, signal: options?.signal }); + const fromCache = isSemanticFromCache(r1) && isSemanticFromCache(r2); + return { ...r2, full_match_degree: r1.full_match_degree, __fromCache: fromCache } as SemanticResult & { __fromCache?: boolean }; + } + const cacheSubmode = submode; + const cached = semanticResultCache.get(text, query, cacheSubmode); + if (cached && (fullMatchDegreeOnly || cached.token_attention)) return { ...cached, __fromCache: true } as SemanticResult & { __fromCache?: boolean }; + const stream = !!onProgress; + const payload: Record = { query, text, stream }; + if (submode) payload.submode = submode; + if (fullMatchDegreeOnly) payload.full_match_degree_only = true; + if (wantDebugInfo) payload.debug_info = true; + const res: SemanticResult = stream + ? await this.fetchSSEStream('/api/analyze-semantic', payload, onProgress, 'Semantic analysis failed', options?.signal) + : await this.fetchSemanticJson('/api/analyze-semantic', payload, options?.signal); + if (res?.success) semanticResultCache.set(text, query, res, cacheSubmode); + return res; + } + + private async fetchSemanticJson(path: string, payload: Record, signal?: AbortSignal): Promise { + const res = await fetch(this.baseURL + path, { + method: 'POST', + headers: this.getHeaders(), + body: JSON.stringify(payload), + signal + }); + const data = await res.json(); + if (data && data.success === false) { + throw new Error(data.message || 'Semantic analysis failed'); + } + return data; + } + + /** + * 使用SSE流式分析文本，支持进度回调（内部方法） + */ + private analyzeWithProgress( + model: string, + text: string, + onProgress?: (step: number, totalSteps: number, stage: string, percentage?: number) => void + ): Promise { + return this.fetchSSEStream( + '/api/analyze', + this.buildAnalyzePayload(model, text, null, true), + onProgress, + '分析失败' + ); + } + + /** + * 通用 SSE 流式请求：fetch + ReadableStream 解析（analyze 与 analyzeSemantic 复用） + * 支持 signal 中止；中止后丢弃后续到达的数据 + */ + private fetchSSEStream( + path: string, + payload: any, + onProgress: (step: number, totalSteps: number, stage: string, percentage?: number) => void | undefined, + errorMessage: string, + signal?: AbortSignal + ): Promise { + return new Promise((resolve, reject) => { + let settled = false; + const safeResolve = (v: T) => { if (!settled && !signal?.aborted) { settled = true; resolve(v); } }; + const safeReject = (e: unknown) => { if (!settled) { settled = true; reject(e); } }; + + fetch(this.baseURL + path, { + method: 'POST', + headers: { 'Content-Type': 'application/json; charset=UTF-8' }, + body: JSON.stringify(payload), + signal + }).then(response => { + if (!response.ok) { + throw new Error(`HTTP error! status: ${response.status}`); + } + const reader = response.body!.getReader(); + signal?.addEventListener('abort', () => reader.cancel(), { once: true }); + + const decoder = new TextDecoder(); + let buffer = ''; + + const processLine = (line: string) => { + if (settled || signal?.aborted) return; + this.processSSEMessage(line, onProgress, safeResolve as (v: any) => void, safeReject, errorMessage); + }; + + const readChunk = (): Promise => { + return reader.read().then(({ done, value }) => { + if (settled || signal?.aborted) return; + if (done) { + if (buffer.trim()) processLine(buffer); + return; + } + buffer += decoder.decode(value, { stream: true }); + const lines = buffer.split('\n'); + buffer = lines.pop() || ''; + for (const line of lines) { + if (line.startsWith('data: ')) processLine(line.slice(6)); + } + return readChunk(); + }); + }; + return readChunk(); + }).catch((e) => { + if (!settled) { settled = true; reject(e); } + }); + }); + } + + /** + * 处理 SSE 消息（progress / result / error，analyze 与 analyzeSemantic 复用） + */ + private processSSEMessage( + data: string, + onProgress: (step: number, totalSteps: number, stage: string, percentage?: number) => void | undefined, + resolve: (value: any) => void, + reject: (reason?: any) => void, + errorMessage: string = '分析失败' + ): void { + try { + const parsed = JSON.parse(data); + if (parsed.type === 'progress') { + if (onProgress) { + onProgress(parsed.step, parsed.total_steps, parsed.stage, parsed.percentage); + } + } else if (parsed.type === 'result') { + const resultData = parsed.data; + if (resultData && resultData.success === false) { + reject(new Error(resultData.message || errorMessage)); + } else { + resolve(resultData); + } + } else if (parsed.type === 'error') { + reject(new Error(parsed.message || errorMessage)); + } + } catch (e) { + const msg = e instanceof SyntaxError + ? `SSE 数据解析失败：${e.message}（可能是后端返回了无效 JSON，如 NaN）` + : `SSE 消息处理失败：${e instanceof Error ? e.message : String(e)}`; + reject(new Error(msg)); + } + } + + +} + diff --git a/client/src/ts/api/completionsClient.ts b/client/src/ts/api/completionsClient.ts new file mode 100644 index 0000000000000000000000000000000000000000..46bca00f660cb60e8f2665a55210643cdcdde75f --- /dev/null +++ b/client/src/ts/api/completionsClient.ts @@ -0,0 +1,298 @@ +import URLHandler from '../utils/URLHandler'; +import * as completionResultCache from '../utils/completionResultCache'; +import type { TokenWithOffset } from './generatedSchemas'; + +/** 与 server.yaml basePath `/api` + `/v1/completions` 一致 */ +const COMPLETIONS_PATH = '/api/v1/completions'; +const COMPLETIONS_PROMPT_PATH = '/api/v1/completions/prompt'; +const COMPLETIONS_STOP_PATH = '/api/v1/completions/stop'; + +/** 与 server_openai_definitions.yaml OpenAICompletionsRequest 对齐的最小类型 */ +export type OpenAICompletionsRequest = { + model: string; + prompt: string; + max_tokens?: number; + temperature?: number; + top_p?: number; + stop?: string | string[]; + [key: string]: unknown; +}; + +export type OpenAICompletionChoice = { + text?: string; + index?: number; + finish_reason?: string | null; +}; + +/** 与 server_openai_definitions InfoRadarCompletionPayload 对齐 */ +export type InfoRadarCompletionPayload = { + bpe_strings: TokenWithOffset[]; +}; + +/** 与 OpenAICompletionsResponse 对齐（SSE 末条 result 的 data 与此同形） */ +export type OpenAICompletionsResponse = { + id: string; + object: 'text_completion'; + created: number; + model: string; + choices: OpenAICompletionChoice[]; + usage?: { + prompt_tokens?: number; + completion_tokens?: number; + total_tokens?: number; + }; + /** 续写 token 级 real_topk / pred_topk，与主站信息密度分析字段一致 */ + info_radar?: InfoRadarCompletionPayload; +}; + +/** + * 单用户串行：通知后端全局停止续写（不 await，避免阻塞 UI）。 + * Chat 页 Stop 仅调用此函数而不断开 fetch，以便仍收到末条 SSE result（含 info_radar）。 + */ +export function postCompletionsStop(): void { + const url = URLHandler.basicURL() + COMPLETIONS_STOP_PATH; + void fetch(url, { + method: 'POST', + headers: { 'Content-Type': 'application/json; charset=UTF-8' }, + body: '{}' + }).catch(() => { + /* 忽略：Stop 与 SSE 并行，失败时生成仍可能靠墙钟或其它路径结束 */ + }); +} + +export type PostCompletionsPromptOptions = { + signal?: AbortSignal; +}; + +/** + * POST /v1/completions/prompt：将用户原文套用 chat template，返回实际送入续写的完整 prompt。 + */ +export async function postCompletionsPrompt( + body: { model: string; prompt: string; system?: string }, + options: PostCompletionsPromptOptions = {} +): Promise<{ prompt_used: string }> { + const { signal } = options; + const url = URLHandler.basicURL() + COMPLETIONS_PROMPT_PATH; + const payload: { model: string; prompt: string; system?: string } = { + model: body.model, + prompt: body.prompt + }; + if (body.system !== undefined) { + payload.system = body.system; + } + const res = await fetch(url, { + method: 'POST', + headers: { 'Content-Type': 'application/json; charset=UTF-8' }, + body: JSON.stringify(payload), + signal + }); + const text = await res.text(); + let parsed: { success?: boolean; message?: string; prompt_used?: string }; + try { + parsed = JSON.parse(text) as typeof parsed; + } catch { + throw new Error(`POST ${COMPLETIONS_PROMPT_PATH} failed: ${res.status} ${text.slice(0, 500)}`); + } + if (!res.ok) { + const msg = + typeof parsed.message === 'string' ? parsed.message : text.slice(0, 500); + throw new Error(msg || `POST ${COMPLETIONS_PROMPT_PATH} failed: ${res.status}`); + } + if (typeof parsed.prompt_used !== 'string' || !parsed.prompt_used.length) { + throw new Error('completions/prompt response missing prompt_used'); + } + return { prompt_used: parsed.prompt_used }; +} + +export type PostCompletionsOptions = { + signal?: AbortSignal; + /** 续写增量文本 */ + onDelta?: (text: string, streamEnd: boolean) => void; + /** 与请求体 `prompt` 一致（prompt_used）；仅 Chat 等需缓存时传入 */ + cacheKey?: completionResultCache.CompletionResultCacheKey; + /** 为 true 时跳过命中本地缓存，与 Chat 页「Force retry」一致 */ + forceRefresh?: boolean; +}; + +/** + * POST /v1/completions：响应恒为 SSE（delta… → result）。 + * 末条 result 的 data 为 OpenAICompletionsResponse；可与拼接的 delta 对照校验。 + */ +export async function postCompletions( + body: OpenAICompletionsRequest, + options: PostCompletionsOptions = {} +): Promise { + const { signal, onDelta, cacheKey, forceRefresh } = options; + const modelName = body.model; + + return new Promise((resolve, reject) => { + let settled = false; + let streamedText = ''; + + const safeReject = (e: unknown) => { + if (!settled) { + settled = true; + reject(e); + } + }; + + const safeResolve = (v: OpenAICompletionsResponse) => { + if (settled) return; + if (signal?.aborted) { + safeReject(new DOMException('Aborted', 'AbortError')); + return; + } + settled = true; + if (typeof v.choices?.[0]?.text === 'string' && cacheKey) { + void completionResultCache.save(cacheKey, v, 'complete'); + } + resolve(v); + }; + + const rejectIfAborted = (): boolean => { + if (!signal?.aborted) return false; + if (cacheKey && streamedText.length > 0) { + void completionResultCache.save( + cacheKey, + { + id: `partial-${Date.now()}`, + object: 'text_completion', + created: Math.floor(Date.now() / 1000), + model: modelName, + choices: [{ text: streamedText, index: 0, finish_reason: 'abort' }], + }, + 'partial' + ); + } + safeReject(new DOMException('Aborted', 'AbortError')); + return true; + }; + + if (cacheKey) { + void (async () => { + try { + if (forceRefresh) { + await completionResultCache.removeCachedEntryByContentKey( + completionResultCache.contentKeyForPrompt(cacheKey.prompt) + ); + } + const cached = forceRefresh ? undefined : await completionResultCache.get(cacheKey); + if (cached) { + await completionResultCache.touch(cacheKey); + queueMicrotask(() => { + if (settled) return; + if (rejectIfAborted()) return; + const text = cached.choices?.[0]?.text; + if (typeof text !== 'string') { + safeReject(new Error('completions cache: invalid choices[0].text')); + return; + } + onDelta?.(text, true); + if (settled) return; + if (signal?.aborted) { + safeReject(new DOMException('Aborted', 'AbortError')); + return; + } + settled = true; + resolve(cached); + }); + return; + } + } catch (e) { + console.warn('[completions] read cache failed:', e); + } + fetchRemote(); + })(); + return; + } + + fetchRemote(); + + function fetchRemote(): void { + fetch(URLHandler.basicURL() + COMPLETIONS_PATH, { + method: 'POST', + headers: { 'Content-Type': 'application/json; charset=UTF-8' }, + body: JSON.stringify(body), + signal + }) + .then((response) => { + if (!response.ok) { + return response.text().then((t) => { + throw new Error(`POST ${COMPLETIONS_PATH} failed: ${response.status} ${t.slice(0, 500)}`); + }); + } + const reader = response.body!.getReader(); + signal?.addEventListener('abort', () => reader.cancel(), { once: true }); + + const decoder = new TextDecoder(); + let buffer = ''; + + const processDataLine = (jsonStr: string) => { + if (settled) return; + if (rejectIfAborted()) return; + let parsed: { + type?: string; + text?: string; + stream_end?: boolean; + data?: OpenAICompletionsResponse; + message?: string; + }; + try { + parsed = JSON.parse(jsonStr) as typeof parsed; + } catch (e) { + safeReject( + new Error( + `SSE event JSON parse failed: ${ + e instanceof SyntaxError ? e.message : String(e) + }` + ) + ); + return; + } + if (parsed.type === 'delta') { + const delta = parsed.text ?? ''; + streamedText += delta; + onDelta?.(delta, Boolean(parsed.stream_end)); + } else if (parsed.type === 'result') { + const data = parsed.data; + if (data && typeof data === 'object' && 'choices' in data) { + safeResolve(data as OpenAICompletionsResponse); + } else { + safeReject(new Error('completions stream: invalid result payload')); + } + } else if (parsed.type === 'error') { + safeReject(new Error(parsed.message || 'completions stream failed')); + } + }; + + const readChunk = (): Promise => { + return reader.read().then(({ done, value }) => { + if (settled) return; + if (rejectIfAborted()) return; + if (done) { + if (buffer.trim()) { + const line = buffer; + if (line.startsWith('data: ')) processDataLine(line.slice(6)); + } + if (!settled) { + safeReject(new Error('completions stream ended without result')); + } + return; + } + buffer += decoder.decode(value, { stream: true }); + const lines = buffer.split('\n'); + buffer = lines.pop() || ''; + for (const line of lines) { + if (line.startsWith('data: ')) processDataLine(line.slice(6)); + } + return readChunk(); + }); + }; + return readChunk(); + }) + .catch((e) => { + if (!settled) safeReject(e); + }); + } + }); +} diff --git a/client/src/ts/api/generatedSchemas.ts b/client/src/ts/api/generatedSchemas.ts new file mode 100644 index 0000000000000000000000000000000000000000..00f2fe267e3e6991adb495f9ff36928c49fce3d0 --- /dev/null +++ b/client/src/ts/api/generatedSchemas.ts @@ -0,0 +1,27 @@ +/* eslint-disable */ + +// 此文件由 scripts/generate_ts_schema.py 自动生成，请勿手动修改。 + + + +export interface TokenWithOffset { + offset: [number, number]; + raw: string; + real_topk?: [number, number] | null; + pred_topk: [string, number][]; +} + +export interface AnalyzeResult { + model?: string | null; + bpe_strings: TokenWithOffset[]; + error?: string | null; +} + +export interface AnalyzeRequest { + text: string; +} + +export interface AnalyzeResponse { + request: AnalyzeRequest; + result: AnalyzeResult; +} diff --git a/client/src/ts/appInitializer.ts b/client/src/ts/appInitializer.ts new file mode 100644 index 0000000000000000000000000000000000000000..4d17fc7820f6a5dbc6f491998e3b23b46d301869 --- /dev/null +++ b/client/src/ts/appInitializer.ts @@ -0,0 +1,44 @@ +/** + * 应用公共初始化逻辑 + * 提供 start.ts 和 compare.ts 共享的基础初始化功能 + */ + +import * as d3 from 'd3'; +import { SimpleEventHandler } from './utils/SimpleEventHandler'; +import { TextAnalysisAPI } from './api/GLTR_API'; +import { initForceNarrowFromStorage } from './utils/responsive'; +import { getTokenSurprisalColor, getByteSurprisalColor, HISTOGRAM_MIN_ALPHA } from './utils/SurprisalColorConfig'; + +/** + * 公共初始化返回对象 + */ +export interface CommonAppContext { + eventHandler: SimpleEventHandler; + api: TextAnalysisAPI; + tokenSurprisalColorScale: (value: number) => string; + byteSurprisalColorScale: (value: number) => string; + totalSurprisalFormat: (n: number | null) => string; +} + +/** + * 初始化公共应用组件 + * @param apiPrefix API 前缀（默认为空字符串） + * @param element 事件处理器绑定的元素（默认为 document.body） + * @returns 初始化后的公共对象 + */ +export function initializeCommonApp(apiPrefix: string = '', element?: Element): CommonAppContext { + initForceNarrowFromStorage(); + + // 使用传入的元素或默认 body 元素 + const targetElement = element || document.body; + + const format = d3.format('.2f'); + return { + eventHandler: new SimpleEventHandler(targetElement), + api: new TextAnalysisAPI(apiPrefix), + tokenSurprisalColorScale: (v) => getTokenSurprisalColor(v, HISTOGRAM_MIN_ALPHA), + byteSurprisalColorScale: (v) => getByteSurprisalColor(v, 1, HISTOGRAM_MIN_ALPHA), + totalSurprisalFormat: (n: number | null) => n !== null && Number.isFinite(n) ? format(n) : String(n) + }; +} + diff --git a/client/src/ts/attribution.ts b/client/src/ts/attribution.ts new file mode 100644 index 0000000000000000000000000000000000000000..242925b72a4585b9d2e939652025d20bc640c187 --- /dev/null +++ b/client/src/ts/attribution.ts @@ -0,0 +1,405 @@ +import * as d3 from 'd3'; +import './utils/d3-polyfill'; +import '../css/start.scss'; +import '../css/chat.scss'; +import '../css/attribution.scss'; + +import { initThemeManager } from './ui/theme'; +import { initLanguageManager } from './ui/language'; +import { initI18n, tr, trf } from './lang/i18n-lite'; +import { AdminManager } from './utils/adminManager'; +import { SettingsMenuManager } from './utils/settingsMenuManager'; +import { initChatPanelLayout } from './chat/chatPanelLayout'; +import { TextInputController } from './controllers/textInputController'; +import { initializeCommonApp } from './appInitializer'; +import { showAlertDialog } from './ui/dialog'; +import URLHandler from './utils/URLHandler'; +import { initCachedHistoryQueryDropdown, type CachedHistorySelectContext } from './utils/cachedHistoryUi'; +import { + DEFAULT_CONTENT_URL_PARAM, + readContentUrlParam, + replaceContentUrlParam, + runContentUrlHydrate, +} from './utils/contentUrl'; +import { initQueryHistoryDropdown, saveHistory } from './utils/queryHistory'; +import { createToast } from './ui/toast'; +import { translateApiErrorMessage } from './utils/errorUtils'; +import { createAttributionInspector } from './attribution/attributionInspector'; +import type { AttributionDisplayOptions } from './attribution/attributionDisplayModel'; +import { + buildCachedContentUrlParam, + getCachedEntryByContentKey, + listCachedHistoryRows, + removeCachedEntryByContentKey, + takeSuccessfulAttributionFromCache, + touchCachedEntryByContentKey, + type AttributionApiResponse, + type AttributionCachedEntry, + type PredictionAttributeModelVariant, +} from './attribution/attributionResultCache'; +import { loadPredictionAttributeWithCache } from './attribution/predictionAttributeClient'; +import { readStoredEffectiveExcludePromptPatternsText } from './attribution/attributionExcludePromptPatternsStorage'; +import { bindExcludePromptPatternsUi } from './attribution/excludePromptPatternsUi'; +import { syncDraftCommittedButtonPair } from './utils/syncDraftCommittedButtonPair'; + +d3.selectAll('.loadersmall').style('display', 'none'); + +initI18n(); + +const showToast = createToast('#toast').show; + +const CONTEXT_HISTORY_KEY = 'info_radar_attribution_context_history'; +const TARGET_HISTORY_KEY = 'info_radar_attribution_target_history'; +const ATTRIBUTION_MODEL_VARIANT_STORAGE_KEY = 'info_radar_attribution_model_variant'; + +function readStoredAttributionPageModelVariant(): PredictionAttributeModelVariant { + try { + const v = localStorage.getItem(ATTRIBUTION_MODEL_VARIANT_STORAGE_KEY); + if (v === 'base' || v === 'instruct') return v; + } catch { + // ignore + } + return 'instruct'; +} + +const apiPrefix = URLHandler.parameters['api'] || ''; +const bodyElement = d3.select('body').node() as Element; +const { eventHandler, totalSurprisalFormat, api } = initializeCommonApp(apiPrefix, bodyElement); +/** 与 {@link TextAnalysisAPI} 一致：`?api=` 非空时用其作为基址，否则 `''`，URL 为 `/api/...`（相对当前站点根路径） */ +const apiBaseForRequests = apiPrefix === '' ? '' : String(apiPrefix); + +const adminManager = AdminManager.getInstance(); +api.setAdminToken(adminManager.isInAdminMode() ? adminManager.getAdminToken() : null); + +// --- DOM 引用 --- +const contextField = d3.select('#context_text'); +const contextCountValue = d3.select('#context_count_value'); +const clearContextBtn = d3.select('#clear_context_btn'); +const pasteContextBtn = d3.select('#paste_context_btn'); +const contextHistoryBtn = document.getElementById('context_history_btn'); + +const targetField = d3.select('#target_text'); +const targetCountValue = d3.select('#target_count_value'); +const clearTargetBtn = d3.select('#clear_target_btn'); +const pasteTargetBtn = d3.select('#paste_target_btn'); +const targetHistoryBtn = document.getElementById('target_history_btn'); + +const analyzeBtn = d3.select('#analyze_btn'); +const modelVariantSelect = document.getElementById('attribution_model_variant') as HTMLSelectElement | null; +const forceRetryBtn = d3.select('#force_retry_btn'); +const loaderSmall = d3.select('.loadersmall'); +const resultInfoEl = d3.select('#attribution_result_info'); +const useMappingCheckbox = document.getElementById('attribution_use_mapping') as HTMLInputElement | null; +const maxScoreRange = document.getElementById('attribution_max_score_range') as HTMLInputElement | null; +const maxScoreValueEl = document.getElementById('attribution_max_score_value'); +if (modelVariantSelect) { + modelVariantSelect.value = readStoredAttributionPageModelVariant(); +} + +function currentAttributionModelVariant(): PredictionAttributeModelVariant { + const v = modelVariantSelect?.value; + return v === 'base' || v === 'instruct' ? v : 'instruct'; +} + +modelVariantSelect?.addEventListener('change', () => { + try { + localStorage.setItem(ATTRIBUTION_MODEL_VARIANT_STORAGE_KEY, currentAttributionModelVariant()); + } catch { + // ignore + } +}); + +// --- TextInputController --- +new TextInputController({ + textField: contextField, + textCountValue: contextCountValue, + clearBtn: clearContextBtn, + submitBtn: analyzeBtn, + saveBtn: d3.select(null), + pasteBtn: pasteContextBtn, + totalSurprisalFormat, + showAlertDialog, +}); + +new TextInputController({ + textField: targetField, + textCountValue: targetCountValue, + clearBtn: clearTargetBtn, + submitBtn: analyzeBtn, + saveBtn: d3.select(null), + pasteBtn: pasteTargetBtn, + totalSurprisalFormat, + showAlertDialog, +}); + +const attributionInspector = createAttributionInspector({ + resultsRoot: d3.select('#results'), + eventHandler, +}); + +function readAttributionDisplayOptions(): AttributionDisplayOptions { + return { + colorRangeMax: readAttributionColorRangeMax(), + excludePromptPatternsText: readStoredEffectiveExcludePromptPatternsText(), + }; +} + +// --- 分析按钮状态管理（草稿 vs 已提交：右侧展示对应 lastCommittedInputs）--- +let analyzeInFlight = false; +/** 当前右侧已展示的归因所对应的输入；null 表示尚未成功应用过任何结果 */ +let lastCommittedInputs: { context: string; target: string } | null = null; + +function syncAnalyzeButtonState(): void { + const context = (contextField.node() as HTMLTextAreaElement | null)?.value ?? ''; + const target = (targetField.node() as HTMLTextAreaElement | null)?.value ?? ''; + const idleInputsReady = context.length > 0 && target.length > 0; + const hasUncommittedDraft = + lastCommittedInputs === null || + context !== lastCommittedInputs.context || + target !== lastCommittedInputs.target; + syncDraftCommittedButtonPair({ + primaryBtn: analyzeBtn, + forceRetryBtn, + inFlight: analyzeInFlight, + primaryInFlightMode: 'freeze', + primaryIdleLabel: tr('Analyze attribution'), + idleInputsReady, + hasUncommittedDraft, + }); +} + +function setAnalyzeLoading(loading: boolean): void { + analyzeInFlight = loading; + loaderSmall.style('display', loading ? null : 'none'); + syncAnalyzeButtonState(); +} + +// input 事件同步按钮状态 +[contextField, targetField].forEach((field) => { + (field.node() as HTMLTextAreaElement | null)?.addEventListener('input', syncAnalyzeButtonState); +}); +syncAnalyzeButtonState(); + +function syncMaxScoreRangeUiEnabled(): void { + const on = !!useMappingCheckbox?.checked; + if (maxScoreRange) maxScoreRange.disabled = !on; +} + +function updateMaxScoreValueLabel(): void { + if (!maxScoreRange || !maxScoreValueEl) return; + const v = Number(maxScoreRange.value); + maxScoreValueEl.textContent = Number.isFinite(v) ? v.toFixed(2) : '—'; +} + +syncMaxScoreRangeUiEnabled(); +updateMaxScoreValueLabel(); + +useMappingCheckbox?.addEventListener('change', () => { + syncMaxScoreRangeUiEnabled(); + reapplyAttributionColorsIfPossible(); +}); + +maxScoreRange?.addEventListener('input', () => { + updateMaxScoreValueLabel(); + reapplyAttributionColorsIfPossible(); +}); + +/** 勾选「使用映射」且 x∈(0,1]：将已归一化到 [0,1] 的分数中，[0,x] 线性映射到 [0,1] 用于染色，>x 视为 1。未勾选则不设置 colorScores。x=1 时与未勾选等价（恒等染色）。 */ +function readAttributionColorRangeMax(): number | null { + if (!useMappingCheckbox?.checked) return null; + if (!maxScoreRange) return null; + const n = Number(maxScoreRange.value); + if (!Number.isFinite(n) || n <= 0 || n > 1) return null; + return n; +} + +// --- 应用归因结果到 UI --- +function applyAttributionResponse(context: string, response: AttributionApiResponse): void { + attributionInspector.apply(context, response, readAttributionDisplayOptions()); + updateResultInfo(response); + lastCommittedInputs = { + context: (contextField.node() as HTMLTextAreaElement | null)?.value ?? '', + target: (targetField.node() as HTMLTextAreaElement | null)?.value ?? '', + }; + syncAnalyzeButtonState(); + replaceContentUrlParam( + buildCachedContentUrlParam(lastCommittedInputs.context, lastCommittedInputs.target), + DEFAULT_CONTENT_URL_PARAM, + 'attribution' + ); +} + +function reapplyAttributionColorsIfPossible(): void { + attributionInspector.reapply(readAttributionDisplayOptions()); +} + +bindExcludePromptPatternsUi({ + textInput: document.getElementById('attribution_exclude_prompt_patterns') as HTMLTextAreaElement | null, + enableCheckbox: document.getElementById('attribution_exclude_prompt_patterns_enable') as HTMLInputElement | null, + onEffectiveChange: reapplyAttributionColorsIfPossible, +}); + +function updateResultInfo(response: AttributionApiResponse): void { + const n = response.token_attribution?.length ?? 0; + const model = response.model ?? '–'; + resultInfoEl.classed('is-hidden', false).text(`${trf('{count} tokens', { count: n })}\n${tr('model')}: ${model}`); +} + +// --- 主分析逻辑 --- +async function runAnalyze(options?: { forceRefresh?: boolean }): Promise { + const context = (contextField.node() as HTMLTextAreaElement | null)?.value ?? ''; + const target = (targetField.node() as HTMLTextAreaElement | null)?.value ?? ''; + if (analyzeInFlight || !context || !target) return; + + const forceRefresh = options?.forceRefresh === true; + + if (!forceRefresh) { + const hit = await takeSuccessfulAttributionFromCache(context, target); + if (hit) { + applyAttributionResponse(context, hit); + saveHistory(context, CONTEXT_HISTORY_KEY); + saveHistory(target, TARGET_HISTORY_KEY); + return; + } + } + + setAnalyzeLoading(true); + try { + const json = await loadPredictionAttributeWithCache({ + apiBaseForRequests, + context, + targetPrediction: target, + model: currentAttributionModelVariant(), + forceRefresh, + }); + applyAttributionResponse(context, json); + saveHistory(context, CONTEXT_HISTORY_KEY); + saveHistory(target, TARGET_HISTORY_KEY); + } catch (err: unknown) { + const msg = err instanceof Error ? err.message : String(err); + showAlertDialog(tr('Context Attribution'), translateApiErrorMessage(msg)); + } finally { + setAnalyzeLoading(false); + } +} + +analyzeBtn.on('click', () => void runAnalyze()); +forceRetryBtn.on('click', () => void runAnalyze({ forceRefresh: true })); + +// Enter 键（Ctrl/Cmd + Enter）提交 +(contextField.node() as HTMLTextAreaElement | null)?.addEventListener('keydown', (e) => { + if (e.key === 'Enter' && (e.ctrlKey || e.metaKey)) void runAnalyze(); +}); + +// --- 历史下拉 --- +const contextTextarea = contextField.node() as HTMLTextAreaElement | null; +const targetTextarea = targetField.node() as HTMLTextAreaElement | null; + +initQueryHistoryDropdown({ + input: contextTextarea, + dropdownId: 'context_history_dropdown', + storageKey: CONTEXT_HISTORY_KEY, + openDropdownOnFocusInput: false, + filterHistoryByInput: false, + onSelect: syncAnalyzeButtonState, + historyButton: contextHistoryBtn, + applyHistoryOnHover: true, +}); + +initQueryHistoryDropdown({ + input: targetTextarea, + dropdownId: 'target_history_dropdown', + storageKey: TARGET_HISTORY_KEY, + openDropdownOnFocusInput: false, + filterHistoryByInput: false, + onSelect: syncAnalyzeButtonState, + historyButton: targetHistoryBtn, + applyHistoryOnHover: true, +}); + +async function restoreAttributionFromCachedEntry( + entry: AttributionCachedEntry, + options: { shouldTouch: boolean; ctx?: CachedHistorySelectContext; contentKey: string } +): Promise { + try { + contextField.property('value', entry.context); + targetField.property('value', entry.targetPrediction); + contextTextarea?.dispatchEvent(new Event('input', { bubbles: true })); + targetTextarea?.dispatchEvent(new Event('input', { bubbles: true })); + syncAnalyzeButtonState(); + applyAttributionResponse(entry.context, entry.response); + if (options.shouldTouch && options.ctx) { + await touchCachedEntryByContentKey(options.contentKey); + await options.ctx.refreshList(); + } + } catch (e: unknown) { + const msg = e instanceof Error ? e.message : String(e); + showToast(translateApiErrorMessage(msg), 'error'); + } +} + +// --- Cached history --- +const cachedHistoryBtn = document.getElementById('attribution_cached_history_btn'); +void initCachedHistoryQueryDropdown({ + dropdownId: 'attribution_cached_history_dropdown', + historyButton: cachedHistoryBtn, + clickOutsideRoot: document.getElementById('attribution_cached_history_dropdown'), + listMru: listCachedHistoryRows, + onSelectEntry: async (contentKey, shouldTouch, ctx) => { + const entry = await getCachedEntryByContentKey(contentKey); + if (!entry) { + showToast(tr('Cached result not found'), 'error'); + return; + } + await restoreAttributionFromCachedEntry(entry, { + shouldTouch: Boolean(shouldTouch), + ctx, + contentKey, + }); + }, + onRemove: removeCachedEntryByContentKey, + onPromote: touchCachedEntryByContentKey, +}); + +void runContentUrlHydrate({ + readRaw: readContentUrlParam, + fetchEntry: getCachedEntryByContentKey, + apply: async (entry, rawContentKey) => { + await restoreAttributionFromCachedEntry(entry, { shouldTouch: false, contentKey: rawContentKey }); + }, + onMissing: async () => { + showToast(tr('Cached result not found (link may be expired)'), 'error'); + replaceContentUrlParam(null, DEFAULT_CONTENT_URL_PARAM, 'attribution'); + }, + onApplyError: (e: unknown) => { + const msg = e instanceof Error ? e.message : String(e); + showToast(translateApiErrorMessage(msg), 'error'); + replaceContentUrlParam(null, DEFAULT_CONTENT_URL_PARAM, 'attribution'); + }, +}); + +initChatPanelLayout(); + +const themeManager = initThemeManager( + { + onThemeChange: () => { + reapplyAttributionColorsIfPossible(); + }, + }, + '#theme_dropdown' +); + +const languageManager = initLanguageManager({}, '#language_dropdown'); + +void new SettingsMenuManager( + '#settings_btn', + '#settings_menu', + '#admin_mode_btn', + adminManager, + api, + undefined, + undefined, + themeManager, + languageManager, + 'common' +); diff --git a/client/src/ts/attribution/attributionDisplayModel.ts b/client/src/ts/attribution/attributionDisplayModel.ts new file mode 100644 index 0000000000000000000000000000000000000000..3a240af58e6bb57ba5b5993f4f77fb48a635edf6 --- /dev/null +++ b/client/src/ts/attribution/attributionDisplayModel.ts @@ -0,0 +1,158 @@ +import type { BpeMergeReason, FrontendAnalyzeResult, FrontendToken } from '../api/GLTR_API'; +import type { AttributionApiResponse } from './attributionResultCache'; +import { getDigitsMergeEnabled } from '../utils/digitsMergeManager'; +import { + getAttentionRawScore, + mergeAttentionTokensFullyForRendering, + normalizeTokenScores, +} from '../utils/semanticUtils'; + +/** 在 `context` 内的半开区间，用于限定「prompt」上的模式匹配范围 */ +export type ExcludeRegexMatchRegion = { + start: number; + end: number; +}; + +export type AttributionDisplayOptions = { + colorRangeMax: number | null; + /** 已生效的排除配置（未使能时应传 ''）：每行一条正则，在 {@link ExcludeRegexMatchRegion} 内 `g` 匹配 */ + excludePromptPatternsText: string; + /** + * 正则仅作用于 `context` 的 `[start, end)` 子串；缺省为 `[0, context.length)`（整段 context 视为 prompt）。 + */ + excludePromptPatternsRegion?: ExcludeRegexMatchRegion; +}; + +function mapNormedScoresToColorRange(rawScoresNormed: number[], x: number): number[] { + return rawScoresNormed.map((s) => (s > x ? 1 : s / x)); +} + +/** 行内注释：此前缀及其后整段不参与正则（见 {@link collectExcludeRegexMatchIntervals}）。 */ +const EXCLUDE_REGEX_LINE_COMMENT_MARKER = '#comment#'; + +/** + * 每行一条正则（`g` 匹配），在 `region` 限定的 `context` 子串上收集所有匹配区间 `[start, end)`（坐标为全串下标），不合并。 + * 未传 `region` 时等价于 `[0, context.length)`。 + * `excludeMultiline` 宜来自 `textarea.value`（API 值已规范为 `\n` 换行）；不做 `trim`，以免改变正则语义。 + * 行内可先写正则，再接 {@link EXCLUDE_REGEX_LINE_COMMENT_MARKER} 及说明；该标记及之后整段丢弃后再解析。删后为空则跳过（含整行仅注释）。 + * 某行解析为非法正则时跳过该行（不影响其它行），避免抛错导致页面无法重绘。 + * 供 {@link isOffsetSpanFullyExcluded} 与 DAG 预处理共用。 + */ +export function collectExcludeRegexMatchIntervals( + context: string, + excludeMultiline: string, + region?: ExcludeRegexMatchRegion +): [number, number][] { + const r0 = region?.start ?? 0; + const r1 = region?.end ?? context.length; + const lo = Math.max(0, Math.min(r0, context.length)); + const hi = Math.max(lo, Math.min(r1, context.length)); + const slice = context.slice(lo, hi); + + const intervals: [number, number][] = []; + for (const rawLine of excludeMultiline.split('\n')) { + const cut = rawLine.indexOf(EXCLUDE_REGEX_LINE_COMMENT_MARKER); + const line = cut === -1 ? rawLine : rawLine.slice(0, cut); + if (line === '') continue; + try { + const re = new RegExp(line, 'g'); + for (const m of slice.matchAll(re)) { + if (m.index === undefined) continue; + const abs = lo + m.index; + intervals.push([abs, abs + m[0].length]); + } + } catch { + // 非法正则：跳过本行，其余行与 UI 仍可用 + } + } + return intervals; +} + +/** 当且仅当 `[ts, te)` 完全落在某一匹配区间内时返回 true（区间列表不合并，逐段判断）。 */ +export function isOffsetSpanFullyExcluded(ts: number, te: number, intervals: [number, number][]): boolean { + for (const [a, b] of intervals) { + if (a <= ts && te <= b) return true; + } + return false; +} + +/** + * 将归因 API 响应转为 {@link GLTR_Text_Box} 可用的 {@link FrontendAnalyzeResult}（含 rawScoresNormed / attentionRawScores / 可选 colorScores）。 + * 管线：overlap + digit 合并 → {@link normalizeTokenScores}，与语义 attention 一致。 + */ +export function buildAttributionDisplayResult( + context: string, + response: AttributionApiResponse, + options: AttributionDisplayOptions +): FrontendAnalyzeResult { + const tokens = response.token_attribution ?? []; + const region = options.excludePromptPatternsRegion ?? { start: 0, end: context.length }; + const excludeIntervals = collectExcludeRegexMatchIntervals( + context, + options.excludePromptPatternsText, + region + ); + + const originalTokens: FrontendToken[] = tokens.map((t) => ({ + raw: t.raw, + offset: t.offset, + pred_topk: [] + })); + + const effective = tokens.map((t) => { + const [ts, te] = t.offset; + const excluded = isOffsetSpanFullyExcluded(ts, te, excludeIntervals); + return { + offset: t.offset, + raw: t.raw, + score: excluded ? 0 : t.score, + }; + }); + + const merged = mergeAttentionTokensFullyForRendering(effective, context, { + digitMerge: getDigitsMergeEnabled(), + }); + const normalized = normalizeTokenScores(merged); + + const digitMergedTokens: FrontendToken[] = normalized.map((t) => { + const m = (t as { bpe_merged?: BpeMergeReason }).bpe_merged; + const parts = (t as { bpe_merge_parts?: string[] }).bpe_merge_parts; + const row: FrontendToken = { + offset: t.offset, + raw: t.raw, + pred_topk: [], + }; + if (m !== undefined) { + row.bpe_merged = m; + } + if (parts !== undefined) { + row.bpe_merge_parts = [...parts]; + } + return row; + }); + + const attentionRawScores = normalized.map((t) => getAttentionRawScore(t)); + const rawScoresNormed = normalized.map((t) => t.score); + + const result = { + model: response.model ?? null, + error: null, + bpe_strings: digitMergedTokens, + originalTokens, + bpeBpeMergedTokens: digitMergedTokens.map((t) => ({ ...t })), + originalText: context + } as FrontendAnalyzeResult; + + const ext = result as FrontendAnalyzeResult & { + rawScoresNormed: number[]; + colorScores?: number[]; + attentionRawScores: number[]; + }; + ext.rawScoresNormed = rawScoresNormed; + ext.attentionRawScores = attentionRawScores; + if (options.colorRangeMax != null) { + ext.colorScores = mapNormedScoresToColorRange(rawScoresNormed, options.colorRangeMax); + } + + return result; +} diff --git a/client/src/ts/attribution/attributionExcludePromptPatternsStorage.ts b/client/src/ts/attribution/attributionExcludePromptPatternsStorage.ts new file mode 100644 index 0000000000000000000000000000000000000000..95605e6e844f3750549d31de3db8552fe9f6d884 --- /dev/null +++ b/client/src/ts/attribution/attributionExcludePromptPatternsStorage.ts @@ -0,0 +1,68 @@ +/** + * 与 {@link ./excludePromptPatternsUi bindExcludePromptPatternsUi} / {@link ./excludePromptPatternsUi bindExcludeGeneratedPatternsUi} 同步持久化。 + * Prompt 键名保留历史前缀 `exclude_tokens`，避免用户已存配置失效。 + */ +export const EXCLUDE_PROMPT_PATTERNS_STORAGE_KEY = 'info_radar_attribution_exclude_tokens'; +export const EXCLUDE_PROMPT_PATTERNS_ENABLED_STORAGE_KEY = 'info_radar_attribution_exclude_tokens_enabled'; + +export const EXCLUDE_GENERATED_PATTERNS_STORAGE_KEY = 'info_radar_attribution_exclude_generated_tokens'; +export const EXCLUDE_GENERATED_PATTERNS_ENABLED_STORAGE_KEY = + 'info_radar_attribution_exclude_generated_tokens_enabled'; + +/** + * 首次使用（`exclude_tokens` 键从未写入）时 UI 与生效逻辑采用的默认行；`''` 表示用户已显式清空，不再使用本默认。 + * 与 {@link readStoredEffectiveExcludePromptPatternsText} 的 `null` / 有值区分一致。 + */ +export const DEFAULT_EXCLUDE_PROMPT_PATTERNS_TEXT = [ + "#comment# use '#comment#' to comment lines; support regex", + '<\\|im_start\\|>system\\n', + '<\\|im_start\\|>user\\n', + '<\\|im_start\\|>assistant\\n', + '<\\|im_start\\|>assistant\\n\\n', + '<\\|im_end\\|>\\n', + '\\n\\n', + '\\n\\n', + '<\\|im_start\\|>system\\n[\\s\\S]*?<\\|im_end\\|>#comment# all system prompt', +].join('\n'); + +/** + * 首次使用（`exclude_generated_tokens` 键从未写入）时 Generate & Attribute「Exclude generated」的默认行。 + */ +export const DEFAULT_EXCLUDE_GENERATED_PATTERNS_TEXT = [ + '\\n', + '\\n\\n', +].join('\n'); + +/** + * 与归因页「Exclude prompt patterns」展示逻辑一致：读 localStorage；未持久化使能键时默认开启（与页内 try 块一致）。 + * 未持久化文本键（`null`）时使用 {@link DEFAULT_EXCLUDE_PROMPT_PATTERNS_TEXT}；已持久化空串表示用户选择排除零条模式。 + */ +export function readStoredEffectiveExcludePromptPatternsText(): string { + try { + const enabledRaw = localStorage.getItem(EXCLUDE_PROMPT_PATTERNS_ENABLED_STORAGE_KEY); + const enabled = enabledRaw === null ? true : enabledRaw === '1'; + if (!enabled) return ''; + const raw = localStorage.getItem(EXCLUDE_PROMPT_PATTERNS_STORAGE_KEY); + if (raw === null) return DEFAULT_EXCLUDE_PROMPT_PATTERNS_TEXT; + return raw; + } catch { + return ''; + } +} + +/** + * Generate & Attribute「Exclude generated patterns」：未持久化文本键（`null`）时用 + * {@link DEFAULT_EXCLUDE_GENERATED_PATTERNS_TEXT}；已持久化空串表示用户选择排除零条模式。 + */ +export function readStoredEffectiveExcludeGeneratedPatternsText(): string { + try { + const enabledRaw = localStorage.getItem(EXCLUDE_GENERATED_PATTERNS_ENABLED_STORAGE_KEY); + const enabled = enabledRaw === null ? true : enabledRaw === '1'; + if (!enabled) return ''; + const raw = localStorage.getItem(EXCLUDE_GENERATED_PATTERNS_STORAGE_KEY); + if (raw === null) return DEFAULT_EXCLUDE_GENERATED_PATTERNS_TEXT; + return raw; + } catch { + return ''; + } +} diff --git a/client/src/ts/attribution/attributionInspector.ts b/client/src/ts/attribution/attributionInspector.ts new file mode 100644 index 0000000000000000000000000000000000000000..a0a45a13ce5385965867cac9a4c211323d51d865 --- /dev/null +++ b/client/src/ts/attribution/attributionInspector.ts @@ -0,0 +1,127 @@ +import * as d3 from 'd3'; +import type { D3Sel } from '../utils/Util'; +import { GLTR_HoverEvent, GLTR_Mode, GLTR_Text_Box } from '../vis/GLTR_Text_Box'; +import { ToolTip } from '../vis/ToolTip'; +import type { SimpleEventHandler } from '../utils/SimpleEventHandler'; +import type { AttributionApiResponse } from './attributionResultCache'; +import { applySemanticDebugInfoPanel } from './semanticDebugInfo'; +import { processCandidateText } from '../utils/tokenDisplayUtils'; +import { addDigitsMergeRenderListener } from '../utils/digitsMergeManager'; +import { buildAttributionDisplayResult, type AttributionDisplayOptions } from './attributionDisplayModel'; + +/** 插在 `.text-layer` 末尾、与正文同一行。`lmf.update()` 后同步调用一次；全量异步渲染结束时由 GLTR `onFullTextLayerRenderComplete` 再同步（如分栏拖动后重建 text-layer）。 */ +function applyInlineGhostPill(resultsRoot: D3Sel, targetToken: string | undefined): void { + const textLayer = resultsRoot.select('.LMF .text-layer').node() as HTMLElement | null; + if (!textLayer) return; + textLayer.querySelector('.attribution-predicted-ghost-pill')?.remove(); + const pill = document.createElement('span'); + pill.className = 'attribution-predicted-ghost-pill'; + pill.innerHTML = processCandidateText(targetToken ?? ''); + textLayer.append(pill); +} + +export type AttributionInspectorOptions = { + resultsRoot: D3Sel; + eventHandler: SimpleEventHandler; + /** + * Tooltip 根节点（默认 `resultsRoot.select('#major_tooltip')`）。 + * 侧栏等场景须传入独立节点，避免与主视图 `#major_tooltip` id 冲突。 + */ + tooltipRoot?: D3Sel; + /** 挂载 debug 面板的父元素 id，默认与 `resultsRoot` 的节点 id 一致 */ + debugParentId?: string; + debugPanelElementId?: string; + /** 点击时收起 tooltip 的根（默认 `body`，侧栏可传入侧栏容器） */ + tooltipHideRoot?: D3Sel; +}; + +export type AttributionInspectorApi = { + apply(context: string, response: AttributionApiResponse, displayOptions: AttributionDisplayOptions): void; + reapply(displayOptions: AttributionDisplayOptions): void; + getLastPayload(): { context: string; response: AttributionApiResponse } | null; +}; + +/** + * 归因结果右栏：GLTR 文本渲染 + Tooltip + debug 面板。与左侧表单解耦，供完整页与后续侧栏共用。 + */ +export function createAttributionInspector(options: AttributionInspectorOptions): AttributionInspectorApi { + const { + resultsRoot, + eventHandler, + tooltipRoot: tooltipRootOpt, + debugPanelElementId = 'attribution_debug_info', + tooltipHideRoot = d3.select('body'), + } = options; + const debugParentId = options.debugParentId ?? (resultsRoot.node() as HTMLElement | null)?.id ?? 'results'; + + const tooltipParent = + tooltipRootOpt && !tooltipRootOpt.empty() ? tooltipRootOpt : resultsRoot.select('#major_tooltip'); + const toolTip = new ToolTip(tooltipParent, eventHandler); + + let lastPayload: { context: string; response: AttributionApiResponse } | null = null; + let lastDisplayOptions: AttributionDisplayOptions | null = null; + + const lmf = new GLTR_Text_Box(resultsRoot, eventHandler, { + onFullTextLayerRenderComplete: () => { + if (!lastPayload) return; + applyInlineGhostPill(resultsRoot, lastPayload.response.target_token); + }, + }); + lmf.updateOptions( + { + gltrMode: GLTR_Mode.fract_p, + enableRenderAnimation: false, + enableMinimap: false, + semanticAnalysisMode: true, + overlayForceDisableInfoDensityRender: true, + }, + true + ); + + eventHandler.bind(GLTR_Text_Box.events.tokenHovered, (ev: GLTR_HoverEvent) => { + if (ev.hovered) { + toolTip.updateData(ev.d, ev.event); + } else { + toolTip.visibility = false; + } + }); + + tooltipHideRoot.on('touchstart.attributionInspector', () => { + toolTip.hideAndReset(); + }); + + function applyInternal( + context: string, + response: AttributionApiResponse, + displayOptions: AttributionDisplayOptions + ): void { + lastPayload = { context, response }; + lastDisplayOptions = displayOptions; + const displayResult = buildAttributionDisplayResult(context, response, displayOptions); + lmf.update(displayResult); + applyInlineGhostPill(resultsRoot, response.target_token); + applySemanticDebugInfoPanel(debugParentId, debugPanelElementId, { + debugInfo: response.debug_info, + attributionTarget: { token: response.target_token, prob: response.target_prob }, + }); + } + + addDigitsMergeRenderListener(() => { + if (!lastPayload || !lastDisplayOptions) return; + applyInternal(lastPayload.context, lastPayload.response, lastDisplayOptions); + }); + + return { + apply(context, response, displayOptions) { + applyInternal(context, response, displayOptions); + }, + reapply(displayOptions) { + if (!lastPayload) return; + const { context, response } = lastPayload; + applyInternal(context, response, displayOptions); + }, + getLastPayload() { + return lastPayload; + }, + }; +} diff --git a/client/src/ts/attribution/attributionResultCache.ts b/client/src/ts/attribution/attributionResultCache.ts new file mode 100644 index 0000000000000000000000000000000000000000..61a32b9b0cf6a32e6b9ddb22f3b791ebba6f9e05 --- /dev/null +++ b/client/src/ts/attribution/attributionResultCache.ts @@ -0,0 +1,121 @@ +import { + buildContentKeyFromBusinessKey, + getByContentKey, + listMru, + type CachedHistoryListRow, + removeByContentKey, + touchByContentKey, + upsertEntry, +} from '../storage/cachedHistoryStore'; + +/** 与 POST /api/prediction-attribute 请求体 `model` 一致（仅请求层使用，不参与缓存键） */ +export type PredictionAttributeModelVariant = 'base' | 'instruct'; + +export type AttributionApiResponse = { + success: boolean; + model?: string; + target_token?: string; + target_prob?: number; + token_attribution?: Array<{ offset: [number, number]; raw: string; score: number }>; + /** 与语义分析同形：下一 token top10（无 abbrev） */ + debug_info?: { abbrev?: string; topk_tokens?: string[]; topk_probs?: number[] }; + /** target_token 是否为 EOS token，top-1 模式下由服务端填充，客户端据此判断是否终止生成循环 */ + is_eos?: boolean; +}; + +export type AttributionCachedEntry = { + context: string; + targetPrediction: string; + response: AttributionApiResponse; +}; + +/** 与 {@link upsertEntry} 的 business 对象字段一致 */ +export type AttributionCacheKey = { + context: string; + targetPrediction: string; +}; + +const MAX_SIZE = 100; +const NAMESPACE = 'attribution'; + +/** 条目短键（哈希） */ +export function entryKey(context: string, targetPrediction: string): string { + return buildContentKeyFromBusinessKey({ context, targetPrediction }); +} + +function formatAttributionListLabel(context: string, targetPrediction: string): string { + const maxCtx = 48; + const c = context.length > maxCtx ? `${context.slice(0, maxCtx)}…` : context; + return `${c} → ${targetPrediction}`; +} + +export function buildCachedContentUrlParam(context: string, targetPrediction: string): string { + return entryKey(context, targetPrediction); +} + +export async function get(key: AttributionCacheKey): Promise { + const entry = await getByContentKey( + NAMESPACE, + entryKey(key.context, key.targetPrediction) + ); + return entry?.payload; +} + +export async function save( + key: AttributionCacheKey, + response: AttributionApiResponse, + status: 'partial' | 'complete' = response.success ? 'complete' : 'partial' +): Promise { + await upsertEntry({ + namespace: NAMESPACE, + businessKeyJson: JSON.stringify({ context: key.context, targetPrediction: key.targetPrediction }), + listLabel: formatAttributionListLabel(key.context, key.targetPrediction), + payload: { + context: key.context, + targetPrediction: key.targetPrediction, + response, + } as AttributionCachedEntry, + status, + maxEntries: MAX_SIZE, + }); +} + +export async function touch(key: AttributionCacheKey): Promise { + await touchByContentKey(NAMESPACE, entryKey(key.context, key.targetPrediction)); +} + +export async function listCachedHistoryRows(): Promise { + const rows = await listMru(NAMESPACE); + return rows.map((r) => ({ contentKey: r.contentKey, listLabel: r.listLabel })); +} + +export async function getCachedEntryByContentKey(key: string): Promise { + if (!key) return undefined; + const entry = await getByContentKey(NAMESPACE, key); + return entry?.payload; +} + +export async function removeCachedEntryByContentKey(key: string): Promise { + if (!key) return; + await removeByContentKey(NAMESPACE, key); +} + +export async function touchCachedEntryByContentKey(contentKey: string): Promise { + await touchByContentKey(NAMESPACE, contentKey); +} + +/** + * 若存在 success 缓存则 touch MRU 并返回响应，否则 undefined。 + * 供侧栏与归因页命中缓存路径使用。 + */ +export async function takeSuccessfulAttributionFromCache( + context: string, + targetPrediction: string +): Promise { + const cached = await get({ context, targetPrediction }); + if (!cached?.response?.success) { + return undefined; + } + await touch({ context, targetPrediction }); + return cached.response; +} diff --git a/client/src/ts/attribution/contextTargetFromAnalyze.ts b/client/src/ts/attribution/contextTargetFromAnalyze.ts new file mode 100644 index 0000000000000000000000000000000000000000..096e9bbd77fca0fd1024209ce9239f42f1cb169b --- /dev/null +++ b/client/src/ts/attribution/contextTargetFromAnalyze.ts @@ -0,0 +1,21 @@ +import type { FrontendAnalyzeResult } from '../api/GLTR_API'; + +/** + * 从信息密度/分析结果中，将「第 tokenIndex 个展示 token」对应为归因 API 的 context + target_prediction： + * 下一 token 分布即预测该 token，故 context 为原文中该 token 之前的子串。 + */ +export function contextAndTargetFromTokenIndex( + rd: FrontendAnalyzeResult, + tokenIndex: number +): { context: string; targetPrediction: string } | null { + const text = rd.originalText ?? ''; + const tokens = rd.bpe_strings; + if (!tokens?.length || tokenIndex < 0 || tokenIndex >= tokens.length) return null; + const tok = tokens[tokenIndex]; + const off = tok?.offset; + if (!off || off.length < 2) return null; + const [a, b] = off; + const context = text.slice(0, a); + const targetPrediction = tok.raw ?? text.slice(a, b); + return { context, targetPrediction }; +} diff --git a/client/src/ts/attribution/densityAttributionSidebar.ts b/client/src/ts/attribution/densityAttributionSidebar.ts new file mode 100644 index 0000000000000000000000000000000000000000..bbf24ecc81eef1aa8d5748d09cc8972fbf85116a --- /dev/null +++ b/client/src/ts/attribution/densityAttributionSidebar.ts @@ -0,0 +1,318 @@ +import * as d3 from 'd3'; +import { SimpleEventHandler } from '../utils/SimpleEventHandler'; +import { GLTR_Text_Box, type GLTR_TokenClickEvent } from '../vis/GLTR_Text_Box'; +import { showAlertDialog, showDialog } from '../ui/dialog'; +import type { FrontendAnalyzeResult, FrontendToken } from '../api/GLTR_API'; +import { + entryKey, + takeSuccessfulAttributionFromCache, + type AttributionApiResponse, + type PredictionAttributeModelVariant, +} from './attributionResultCache'; +import { loadPredictionAttributeWithCache } from './predictionAttributeClient'; +import { createAttributionInspector, type AttributionInspectorApi } from './attributionInspector'; +import { contextAndTargetFromTokenIndex } from './contextTargetFromAnalyze'; +import type { AttributionDisplayOptions } from './attributionDisplayModel'; +import { readStoredEffectiveExcludePromptPatternsText } from './attributionExcludePromptPatternsStorage'; +import { processCandidateText } from '../utils/tokenDisplayUtils'; +import { buildTooltipPredictionsInnerHtml } from '../utils/tooltipPredictionsFromToken'; +import { isNarrowScreen } from '../utils/responsive'; +import { tr } from '../lang/i18n-lite'; +import { translateApiErrorMessage } from '../utils/errorUtils'; + +/** + * @param prefixLength Chat 等场景下拼在原文前的模板前缀长度；为 0 时整段 `context` 均可匹配（与独立归因页一致）。 + */ +function attributionPanelDisplayOptions(context: string, prefixLength: number): AttributionDisplayOptions { + if (prefixLength <= 0) { + return { + colorRangeMax: null, + excludePromptPatternsText: readStoredEffectiveExcludePromptPatternsText(), + }; + } + const end = Math.min(prefixLength, context.length); + return { + colorRangeMax: null, + excludePromptPatternsText: readStoredEffectiveExcludePromptPatternsText(), + excludePromptPatternsRegion: { start: 0, end }, + }; +} + +const ATTRIBUTION_PANEL_MIN_WIDTH_PX = 200; + +function clampAttributionPanelWidth(px: number): number { + const max = window.innerWidth; + return Math.max(ATTRIBUTION_PANEL_MIN_WIDTH_PX, Math.min(max, Math.round(px))); +} + +/** 桌面：与主区 `.right_panel` 同宽（resizer 右侧）；窄屏：90% 视口宽 */ +function computeDefaultAttributionPanelWidth(): number { + if (isNarrowScreen()) { + return clampAttributionPanelWidth(window.innerWidth * 0.9); + } + const resizer_width = 8; + const rp = document.querySelector('.right_panel') as HTMLElement | null; + const w = + rp && rp.offsetWidth > 0 ? rp.offsetWidth + resizer_width : Math.min(440, window.innerWidth); + return clampAttributionPanelWidth(w); +} + +export type DensityAttributionSidebarOptions = { + /** 主视图 GLTR 所用（仅订阅 tokenClicked） */ + eventHandler: SimpleEventHandler; + /** 点击 token 后解析 context 时使用，与当前屏上展示一致 */ + getCurrentAnalyzeResult: () => FrontendAnalyzeResult | null; + apiPrefix: string; + /** 与 {@link URLHandler.parameters} 一致：非空则请求走该基址 */ + showToast: (message: string, type: 'success' | 'error' | 'info') => void; + /** + * 归因 context 的前缀，拼在 originalText 切片之前。 + * Chat 页传 `() => prompt_used`，首页不传（默认空串）。 + */ + getContextPrefix?: () => string; + /** 首页 base；Chat instruct */ + predictionModelVariant: PredictionAttributeModelVariant; +}; + +/** + * 首页信息密度：点击 token → 确认 → 打开右侧归因面板；可跳转完整归因页（带缓存键）。 + */ +export function initDensityAttributionSidebar(options: DensityAttributionSidebarOptions): void { + const { eventHandler, getCurrentAnalyzeResult, showToast } = options; + const apiBaseForRequests = options.apiPrefix === '' ? '' : String(options.apiPrefix); + + const panel = d3.select('#attribution_side_panel'); + const flowBackdrop = d3.select('#attribution_flow_backdrop'); + const resizeHandle = d3.select('#attribution_side_panel_resize_handle'); + const closeBtn = d3.select('#attribution_side_panel_close'); + const fullPageLink = d3.select('#attribution_open_full_page') as d3.Selection< + HTMLAnchorElement, + unknown, + HTMLElement, + unknown + >; + + const panelNode = panel.node() as HTMLElement | null; + if (!panelNode) { + console.warn('[densityAttribution] #attribution_side_panel missing, skip init'); + return; + } + + /** 必须用侧栏根节点而非 `document.body`，否则与主视图共用同一 DOM 事件目标，`tokenHovered` 会在两处 GLTR 同时触发侧栏 Tooltip。 */ + const panelEventHandler = new SimpleEventHandler(panelNode); + let inspector: AttributionInspectorApi | null = null; + + function getInspector(): AttributionInspectorApi { + if (!inspector) { + inspector = createAttributionInspector({ + resultsRoot: d3.select('#attribution_panel_results'), + eventHandler: panelEventHandler, + tooltipRoot: d3.select('#attribution_panel_tooltip'), + debugParentId: 'attribution_panel_results', + debugPanelElementId: 'attribution_panel_debug_info', + tooltipHideRoot: d3.select('#attribution_side_panel'), + }); + } + return inspector; + } + + function applyAttributionPanelWidth(px: number): void { + panelNode.style.width = `${clampAttributionPanelWidth(px)}px`; + } + + function setFlowBackdropVisible(visible: boolean): void { + if (flowBackdrop.empty()) return; + flowBackdrop.classed('attribution-flow-backdrop--visible', visible); + flowBackdrop.attr('aria-hidden', visible ? 'false' : 'true'); + } + + function setPanelOpen(open: boolean): void { + if (open) { + applyAttributionPanelWidth(computeDefaultAttributionPanelWidth()); + const scrollRoot = panelNode.querySelector( + '.attribution-side-panel-body', + ) as HTMLElement | null; + if (scrollRoot) { + scrollRoot.scrollTop = 0; + scrollRoot.scrollLeft = 0; + } + } + panel.classed('attribution-side-panel--open', open); + panel.attr('aria-hidden', open ? 'false' : 'true'); + if (!open) { + setFlowBackdropVisible(false); + } + } + + function onWindowResize(): void { + if (panel.classed('attribution-side-panel--open')) { + applyAttributionPanelWidth(panelNode.offsetWidth); + } else { + applyAttributionPanelWidth(computeDefaultAttributionPanelWidth()); + } + } + + applyAttributionPanelWidth(computeDefaultAttributionPanelWidth()); + window.addEventListener('resize', onWindowResize); + + if (!flowBackdrop.empty()) { + flowBackdrop.on('click', () => { + if (panel.classed('attribution-side-panel--open')) { + setPanelOpen(false); + } + }); + } + + if (!resizeHandle.empty()) { + let dragging = false; + let dragStartX = 0; + let dragStartWidth = 0; + + resizeHandle.on('mousedown', function (event: MouseEvent) { + event.preventDefault(); + event.stopPropagation(); + dragging = true; + dragStartX = event.clientX; + dragStartWidth = panelNode.offsetWidth; + d3.select('body').style('cursor', 'col-resize').style('user-select', 'none'); + d3.select(window) + .on('mousemove.attributionPanelResize', (ev: MouseEvent) => { + if (!dragging) return; + ev.preventDefault(); + const delta = ev.clientX - dragStartX; + applyAttributionPanelWidth(dragStartWidth - delta); + }) + .on('mouseup.attributionPanelResize', () => { + dragging = false; + d3.select('body').style('cursor', null).style('user-select', null); + d3.select(window) + .on('mousemove.attributionPanelResize', null) + .on('mouseup.attributionPanelResize', null); + }); + }); + } + + function buildFullPageHref(context: string, targetPrediction: string): string { + const key = entryKey(context, targetPrediction); + const u = new URL('attribution.html', window.location.href); + const api = options.apiPrefix === '' ? '' : String(options.apiPrefix); + if (api) u.searchParams.set('api', api); + u.searchParams.set('content', key); + return u.pathname + u.search + u.hash; + } + + closeBtn.on('click', () => { + setPanelOpen(false); + }); + + eventHandler.bind(GLTR_Text_Box.events.tokenClicked, (ev: GLTR_TokenClickEvent) => { + if (ev.tokenIndex < 0) { + return; + } + const rd = getCurrentAnalyzeResult(); + if (!rd) { + return; + } + const pair = contextAndTargetFromTokenIndex(rd, ev.tokenIndex); + if (!pair) { + showToast(tr('Unable to resolve context for this token'), 'error'); + return; + } + const prefix = options.getContextPrefix?.() ?? ''; + const { context: rawContext, targetPrediction } = pair; + const context = prefix + rawContext; + if (context.length === 0) { + return; + } + + let selectedTarget = targetPrediction; + const tokenForTopk = rd.bpe_strings[ev.tokenIndex] as FrontendToken | undefined; + + const renderTopkForDialog = (): string => + buildTooltipPredictionsInnerHtml(tokenForTopk, { + interactive: true, + highlightToken: selectedTarget, + }); + + const topkInner = renderTopkForDialog(); + + const finish = (json: AttributionApiResponse): void => { + getInspector().apply(context, json, attributionPanelDisplayOptions(context, prefix.length)); + fullPageLink.attr('href', buildFullPageHref(context, selectedTarget)); + setPanelOpen(true); + }; + + showDialog({ + title: 'Prediction attribution', + confirmText: 'Analyze', + cancelText: 'Cancel', + width: 'clamp(320px, 92vw, 520px)', + content: (dialog) => { + dialog + .append('div') + .attr('class', 'dialog-attribution-confirm-hint') + .text(tr('Perform gradient attribution on the target token below.')); + const targetBlock = dialog + .append('div') + .attr('class', 'dialog-attribution-confirm-target') + .html( + `Target prediction${processCandidateText(selectedTarget)}` + ); + if (topkInner) { + const topkBlock = dialog + .append('div') + .attr('class', 'dialog-attribution-confirm-topk predictions predictions-table') + .html(topkInner); + topkBlock.on('click', (event: MouseEvent) => { + const row = (event.target as HTMLElement | null)?.closest('[data-topk-pick]'); + if (!row) return; + const enc = row.getAttribute('data-topk-pick'); + if (enc == null) return; + let raw: string; + try { + raw = decodeURIComponent(enc); + } catch { + return; + } + event.stopPropagation(); + selectedTarget = raw; + targetBlock.select('code').html(processCandidateText(raw)); + topkBlock.html(renderTopkForDialog()); + }); + } + return {}; + }, + onConfirm: () => { + setFlowBackdropVisible(true); + + void (async () => { + const hit = await takeSuccessfulAttributionFromCache(context, selectedTarget); + if (hit) { + finish(hit); + return; + } + const prevBodyCursor = document.body.style.cursor; + document.body.style.cursor = 'wait'; + try { + const json = await loadPredictionAttributeWithCache({ + apiBaseForRequests, + context, + targetPrediction: selectedTarget, + model: options.predictionModelVariant, + forceRefresh: false, + }); + finish(json); + } catch (err: unknown) { + setFlowBackdropVisible(false); + const msg = err instanceof Error ? err.message : String(err); + showAlertDialog(tr('Context Attribution'), translateApiErrorMessage(msg)); + } finally { + document.body.style.cursor = prevBodyCursor; + } + })(); + + return true; + }, + }); + }); +} diff --git a/client/src/ts/attribution/excludePromptPatternsUi.ts b/client/src/ts/attribution/excludePromptPatternsUi.ts new file mode 100644 index 0000000000000000000000000000000000000000..22467163341d78b78ca730793a3e0c84f7a8607e --- /dev/null +++ b/client/src/ts/attribution/excludePromptPatternsUi.ts @@ -0,0 +1,118 @@ +import { + DEFAULT_EXCLUDE_GENERATED_PATTERNS_TEXT, + DEFAULT_EXCLUDE_PROMPT_PATTERNS_TEXT, + EXCLUDE_GENERATED_PATTERNS_ENABLED_STORAGE_KEY, + EXCLUDE_GENERATED_PATTERNS_STORAGE_KEY, + EXCLUDE_PROMPT_PATTERNS_ENABLED_STORAGE_KEY, + EXCLUDE_PROMPT_PATTERNS_STORAGE_KEY, +} from './attributionExcludePromptPatternsStorage'; + +type BindExcludePatternsUiStorageKeys = { + textKey: string; + enabledKey: string; +}; + +type BindExcludePatternsUiOptions = { + storageKeys: BindExcludePatternsUiStorageKeys; + textInput: HTMLInputElement | HTMLTextAreaElement | null; + enableCheckbox: HTMLInputElement | null; + /** 列表在失焦提交后、或使能变化后触发（如 inspector.reapply） */ + onEffectiveChange: () => void; + /** 键从未写入（`null`）时填充，与持久化 `''`（用户清空）区分 */ + defaultTextWhenKeyAbsent?: string; +}; + +export type BindExcludePromptPatternsUiOptions = Omit; + +/** + * 从 localStorage 回填、同步文本框禁用态、绑定持久化与回调（多组 key 共用实现）。 + */ +function bindExcludePatternsUi(options: BindExcludePatternsUiOptions): void { + const { storageKeys, textInput, enableCheckbox, onEffectiveChange, defaultTextWhenKeyAbsent } = options; + const { textKey, enabledKey } = storageKeys; + + try { + const savedExclude = localStorage.getItem(textKey); + if (textInput) { + if (savedExclude !== null) { + textInput.value = savedExclude; + } else if (defaultTextWhenKeyAbsent !== undefined) { + textInput.value = defaultTextWhenKeyAbsent; + } + } + const savedEnabled = localStorage.getItem(enabledKey); + if (enableCheckbox) { + enableCheckbox.checked = savedEnabled === null ? true : savedEnabled === '1'; + } + } catch { + // 读取失败则保持 HTML 默认 + } + + function syncTextInputDisabled(): void { + if (!textInput) return; + textInput.disabled = !enableCheckbox?.checked; + } + syncTextInputDisabled(); + + enableCheckbox?.addEventListener('change', () => { + try { + if (textInput) { + localStorage.setItem(textKey, textInput.value); + } + localStorage.setItem(enabledKey, enableCheckbox.checked ? '1' : '0'); + } catch { + /* ignore */ + } + syncTextInputDisabled(); + onEffectiveChange(); + }); + + textInput?.addEventListener('blur', () => { + try { + localStorage.setItem(textKey, textInput.value); + } catch { + /* ignore */ + } + onEffectiveChange(); + }); + + window.addEventListener('storage', (event: StorageEvent) => { + if (event.storageArea !== localStorage) return; + const k = event.key; + if (k !== textKey && k !== enabledKey) { + return; + } + if (k === textKey && textInput) textInput.value = event.newValue ?? ''; + if (k === enabledKey && enableCheckbox) { + enableCheckbox.checked = event.newValue === null ? true : event.newValue === '1'; + } + syncTextInputDisabled(); + onEffectiveChange(); + }); +} + +/** + * Exclude prompt patterns：Attribution 与 Generate & Attribute 页共用，storage 见 {@link attributionExcludePromptPatternsStorage}。 + */ +export function bindExcludePromptPatternsUi(options: BindExcludePromptPatternsUiOptions): void { + bindExcludePatternsUi({ + storageKeys: { + textKey: EXCLUDE_PROMPT_PATTERNS_STORAGE_KEY, + enabledKey: EXCLUDE_PROMPT_PATTERNS_ENABLED_STORAGE_KEY, + }, + ...options, + defaultTextWhenKeyAbsent: DEFAULT_EXCLUDE_PROMPT_PATTERNS_TEXT, + }); +} + +/** Exclude generated patterns：仅 Generate & Attribute 页绑定；storage 键见 {@link attributionExcludePromptPatternsStorage}。 */ +export function bindExcludeGeneratedPatternsUi(options: BindExcludePromptPatternsUiOptions): void { + bindExcludePatternsUi({ + storageKeys: { + textKey: EXCLUDE_GENERATED_PATTERNS_STORAGE_KEY, + enabledKey: EXCLUDE_GENERATED_PATTERNS_ENABLED_STORAGE_KEY, + }, + ...options, + defaultTextWhenKeyAbsent: DEFAULT_EXCLUDE_GENERATED_PATTERNS_TEXT, + }); +} diff --git a/client/src/ts/attribution/genAttributeDagFullscreenWorkaround.ts b/client/src/ts/attribution/genAttributeDagFullscreenWorkaround.ts new file mode 100644 index 0000000000000000000000000000000000000000..3d62a222d15512a8de6016e7b5baec856ec31e10 --- /dev/null +++ b/client/src/ts/attribution/genAttributeDagFullscreenWorkaround.ts @@ -0,0 +1,78 @@ +/** + * WORKAROUND（仅作降级，非主路径） + * + * 部分浏览器（尤其 iPhone Safari）对普通元素 {@link HTMLElement.requestFullscreen} 不支持或会拒绝。 + * 主交互仍是标准 Fullscreen API（见 {@link runDagFullscreenToggleWithPseudoWorkaround} 内优先 `requestFullscreen`）； + * 仅当原生不可用 / `catch` 时，委托给 `cssPseudoFullscreen.ts` 做 CSS fixed 伪全屏。 + * + * 与 DAG 图布局、LMF 文本、zoom 等无关 —— 只影响 results 表面是否铺满视口。 + */ + +import { + cssPseudoFullscreenEnter, + cssPseudoFullscreenExit, + cssPseudoFullscreenIsActive, + CSS_PSEUDO_FULLSCREEN_CHANGE_EVENT, +} from '../ui/cssPseudoFullscreen'; + +export { CSS_PSEUDO_FULLSCREEN_CHANGE_EVENT }; + +/** #results 是否处于「展开」：原生全屏到该元素，或伪全屏激活到该元素 */ +export function dagResultsSurfaceFullscreenExpanded(rootEl: HTMLElement): boolean { + return document.fullscreenElement === rootEl || cssPseudoFullscreenIsActive(rootEl); +} + +/** 组件卸载时调用；无伪全屏时为空操作 */ +export function detachDagPseudoFullscreenIfPresent(rootEl: HTMLElement): void { + cssPseudoFullscreenExit(rootEl); +} + +/** 尝试进入 rootEl 原生全屏；不支持或失败时降级伪全屏。 */ +async function enterRootElFullscreen(rootEl: HTMLElement): Promise { + if (typeof rootEl.requestFullscreen !== 'function') { + cssPseudoFullscreenEnter(rootEl); + return; + } + try { + await rootEl.requestFullscreen(); + } catch { + cssPseudoFullscreenEnter(rootEl); + } +} + +/** + * 处理全屏按钮一次点击：先走标准 API，失败或未实现时再走伪全屏。 + * 不负责刷新按钮图标 / `syncSvgSize` —— 调用方在 await 后统一 `refreshFullscreenChrome()` 即可。 + */ +export async function runDagFullscreenToggleWithPseudoWorkaround(options: { + rootEl: HTMLElement; + onNativeExitFailure: (e: unknown) => void; +}): Promise { + const { rootEl, onNativeExitFailure } = options; + + if (dagResultsSurfaceFullscreenExpanded(rootEl)) { + if (document.fullscreenElement === rootEl) { + try { + await document.exitFullscreen(); + } catch (e: unknown) { + onNativeExitFailure(e); + } + } + if (cssPseudoFullscreenIsActive(rootEl)) { + cssPseudoFullscreenExit(rootEl); + } + return; + } + + if (document.fullscreenElement) { + // 其他元素已全屏：先退出，退出失败则放弃（不能在另一元素全屏时再进伪全屏，状态会不一致） + try { + await document.exitFullscreen(); + } catch (e: unknown) { + onNativeExitFailure(e); + return; + } + } + + await enterRootElFullscreen(rootEl); +} diff --git a/client/src/ts/attribution/genAttributeDagIntervalResolve.ts b/client/src/ts/attribution/genAttributeDagIntervalResolve.ts new file mode 100644 index 0000000000000000000000000000000000000000..b015ba44f77287f8267757159913d621ee2085ef --- /dev/null +++ b/client/src/ts/attribution/genAttributeDagIntervalResolve.ts @@ -0,0 +1,233 @@ +/** + * DAG 区间对齐层（纯函数，无副作用）。 + * + * 背景：后端 `token_attribution[].offset` 依据「当前 context 上 tokenizer 的 piece 切分」给出， + * 而 DAG 节点依据「每步生成累加的 token 字符串」建立；两套切分在子词边界上可能不一致： + * - 合并型：piece 覆盖历史上多步分别生成的相邻节点（如 `"如下"` 覆盖 `"如"`+`"下"`）。 + * - 拆分型：同一历史节点区间被当前 tokenizer 拆成多条 piece。 + * - 交叉型：非整齐边界的重叠（极少见）。 + * + * 本模块把一条 piece 的 `[attrStart, attrEnd)` 映射到已存在 DAG 节点集合上，按「字符长度占比」分权。 + * 对齐完成后，以 nodeId 为键把 piece 的 score 聚合（Σ piece.score × weight），再经 + * {@link ./genAttributeDagPreprocess excludeNodeAggregatedEntries}（prompt / 已生成区 exclude）与 + * {@link ./genAttributeDagPreprocess phase2RankAndSparsify}，在「节点/展示单元」语义上做筛选。 + * + * 任何非 `exact` 的对齐都会打一条 warn，便于观测 tokenizer 行为与 DAG 节点粒度的偏离。 + */ + +/** 对齐层需要的节点最小信息（与 view 中 DagNode 的子集） */ +export type NodeInterval = { + id: string; + start: number; + end: number; + /** 节点显示字符串（仅用于聚合后输出 `raw`，不参与匹配） */ + label: string; +}; + +/** 归因 piece 在某节点区间上的权重份额（Σ weight = 1，除非 `empty`） */ +export type NodeAssignment = { + nodeId: string; + weight: number; +}; + +/** + * 对齐分类： + * - `exact`：piece 区间与某节点区间完全一致（常态，无 warn）。 + * - `contained`：piece 严格落入某节点内部（拆分型；1 条 piece → 1 个节点，weight=1）。 + * - `union`：piece 区间恰好等于若干相邻节点区间的并集（合并型；如「如下」）。 + * - `overlap`：既不 exact / contained / union 的重叠（非整齐边界，按重叠字符数分权）。 + * - `empty`：与任何节点均无重叠（一般不应发生）。 + */ +export type AlignmentCase = 'exact' | 'contained' | 'union' | 'overlap' | 'empty'; + +export type ResolveResult = { + assignments: NodeAssignment[]; + kase: AlignmentCase; +}; + +/** + * 按 `[attrStart, attrEnd)` 在 `sortedNodes`（按 `start` 升序、互不重叠）上求重叠节点。 + * 返回的每条 `{nodeId, weight}` 的 `weight = 重叠字符数 / attr 长度`，Σweight=1（除 `empty`）。 + */ +export function resolveAttrOffsetToNodes( + sortedNodes: ReadonlyArray, + attrStart: number, + attrEnd: number, +): ResolveResult { + if (attrEnd <= attrStart) return { assignments: [], kase: 'empty' }; + + const overlapping: Array<{ node: NodeInterval; overlap: number }> = []; + for (const n of sortedNodes) { + if (n.end <= attrStart) continue; + if (n.start >= attrEnd) break; + const s = Math.max(n.start, attrStart); + const e = Math.min(n.end, attrEnd); + if (e > s) overlapping.push({ node: n, overlap: e - s }); + } + if (overlapping.length === 0) return { assignments: [], kase: 'empty' }; + + const attrLen = attrEnd - attrStart; + const assignments: NodeAssignment[] = overlapping.map(({ node, overlap }) => ({ + nodeId: node.id, + weight: overlap / attrLen, + })); + + if (overlapping.length === 1) { + const only = overlapping[0]!.node; + if (only.start === attrStart && only.end === attrEnd) { + return { assignments, kase: 'exact' }; + } + return { assignments, kase: 'contained' }; + } + + const first = overlapping[0]!.node; + const last = overlapping[overlapping.length - 1]!.node; + const coversExactly = first.start === attrStart && last.end === attrEnd; + let contiguous = coversExactly; + if (contiguous) { + for (let i = 0; i < overlapping.length - 1; i++) { + if (overlapping[i]!.node.end !== overlapping[i + 1]!.node.start) { + contiguous = false; + break; + } + } + } + return { assignments, kase: contiguous ? 'union' : 'overlap' }; +} + +/** 聚合层输入：piece 级（offset 来自后端 `token_attribution`） */ +export type PieceEntry = { + offset: [number, number]; + raw: string; + score: number; +}; + +/** 聚合层输出：按节点聚合后的条目（携带 `nodeId`，`offset`/`raw` 取自节点） */ +export type NodeAggregatedEntry = { + nodeId: string; + offset: [number, number]; + raw: string; + /** Σ(piece.score × weight)，保留负值/0 的可能性交给下游按 `Math.max(0,·)` 处理 */ + score: number; + /** + * 每条非 `exact` piece 贡献到该节点时追加一行，与 `console.warn` 输出整行一致（含 `[genAttributeDagView.align]` 前缀）。 + */ + alignmentTooltipLines?: string[]; +}; + +/** 对齐层 warn / {@link formatAlignmentPieceLine} 的上下文（用于日志与边 tooltip），无副作用。 */ +export type AlignWarnContext = { + /** 当前步下标（与 view `stepProcessed` 一致） */ + step?: number; + /** target token 便于定位 */ + targetToken?: string; +}; + +/** `console.warn` 与边 tooltip 共用的前缀。 */ +export const GEN_ATTR_DAG_ALIGN_LOG_PREFIX = '[genAttributeDagView.align]'; + +/** + * 与 `console.warn` 正文同构（不含前缀）；完整一行见 {@link formatAlignmentWarnLine}。 + */ +export function formatAlignmentPieceLine( + kase: AlignmentCase, + as: number, + ae: number, + attr: PieceEntry, + assignments: ReadonlyArray, + warnCtx?: AlignWarnContext, +): string { + const ctx = + (warnCtx?.step !== undefined ? ` step=${warnCtx.step}` : '') + + (warnCtx?.targetToken !== undefined ? ` target="${warnCtx.targetToken}"` : ''); + const detail = assignments.length + ? assignments.map((a) => `${a.nodeId}×${a.weight.toFixed(3)}`).join(', ') + : '(none)'; + return `${kase} attr=[${as},${ae}) "${attr.raw}" score=${attr.score}${ctx} → ${detail}`; +} + +/** 与 `console.warn` 输出整行一致（前缀 + {@link formatAlignmentPieceLine}）。 */ +export function formatAlignmentWarnLine( + kase: AlignmentCase, + as: number, + ae: number, + attr: PieceEntry, + assignments: ReadonlyArray, + warnCtx?: AlignWarnContext, +): string { + return `${GEN_ATTR_DAG_ALIGN_LOG_PREFIX} ${formatAlignmentPieceLine(kase, as, ae, attr, assignments, warnCtx)}`; +} + +/** 同一 `(kase, attr 区间)` 在多步中重复出现时只打一次 warn；新一次生成前请 {@link clearGenAttributeDagAlignmentWarnDedupe}。 */ +const alignmentWarnOnceKeys = new Set(); + +function alignmentWarnDedupeKey(kase: AlignmentCase, as: number, ae: number): string { + return `${kase}\0${as}\0${ae}`; +} + +/** 在 DAG 清空/新一轮生成开始时调用，避免跨会话永远抑制同类 warn。 */ +export function clearGenAttributeDagAlignmentWarnDedupe(): void { + alignmentWarnOnceKeys.clear(); +} + +/** + * 对每条 piece 做 {@link resolveAttrOffsetToNodes}，按 nodeId 聚合 `score = Σ piece.score × weight`。 + * 非 `exact` 分类触发 `console.warn`（含 kase / attr 区间 / raw / score / 分配结果）；同一 `(kase,[as,ae))` 在一次运行内只 warn 一次。 + * 返回条目的次序按「聚合中首次出现的 nodeId」；下游 phase2 会按 score 重新排序。 + */ +export function alignAndAggregateByNode( + entries: ReadonlyArray, + nodes: ReadonlyArray, + warnCtx?: AlignWarnContext, +): NodeAggregatedEntry[] { + const sorted = nodes.slice().sort((a, b) => a.start - b.start); + const byNodeId = new Map(); + for (const n of sorted) byNodeId.set(n.id, n); + + const acc = new Map(); + const order: string[] = []; + + for (const attr of entries) { + const [as, ae] = attr.offset; + const { assignments, kase } = resolveAttrOffsetToNodes(sorted, as, ae); + const warnLine = + kase !== 'exact' + ? formatAlignmentWarnLine(kase, as, ae, attr, assignments, warnCtx) + : null; + if (warnLine !== null) { + const dedupeKey = alignmentWarnDedupeKey(kase, as, ae); + if (!alignmentWarnOnceKeys.has(dedupeKey)) { + alignmentWarnOnceKeys.add(dedupeKey); + // eslint-disable-next-line no-console + console.warn(warnLine); + } + } + const pieceAdjusted = kase !== 'exact'; + for (const a of assignments) { + const node = byNodeId.get(a.nodeId); + if (!node) continue; + const delta = attr.score * a.weight; + const existing = acc.get(a.nodeId); + if (existing) { + existing.score += delta; + if (pieceAdjusted && warnLine !== null) { + if (!existing.alignmentTooltipLines) { + existing.alignmentTooltipLines = []; + } + existing.alignmentTooltipLines.push(warnLine); + } + } else { + acc.set(a.nodeId, { + nodeId: a.nodeId, + offset: [node.start, node.end], + raw: node.label, + score: delta, + alignmentTooltipLines: pieceAdjusted && warnLine !== null ? [warnLine] : undefined, + }); + order.push(a.nodeId); + } + } + } + + return order.map((id) => acc.get(id)!); +} diff --git a/client/src/ts/attribution/genAttributeDagPreprocess.ts b/client/src/ts/attribution/genAttributeDagPreprocess.ts new file mode 100644 index 0000000000000000000000000000000000000000..cf24d5ddb8017b1bfa44ee90879a80f47365fcd7 --- /dev/null +++ b/client/src/ts/attribution/genAttributeDagPreprocess.ts @@ -0,0 +1,167 @@ +import { + readStoredEffectiveExcludeGeneratedPatternsText, + readStoredEffectiveExcludePromptPatternsText, +} from './attributionExcludePromptPatternsStorage'; +import { + collectExcludeRegexMatchIntervals, + isOffsetSpanFullyExcluded, +} from './attributionDisplayModel'; +import type { NodeAggregatedEntry } from './genAttributeDagIntervalResolve'; +import type { TokenGenStep } from './tokenGenAttributionRunner'; +import { getAttentionRawScore } from '../utils/semanticUtils'; + +/** 与 DAG 节点 id 一致：来自 API `token_attribution` 几何（按 offset 去重，独立于 exclude/归一化）。 */ +export type PromptTokenSpan = { + offset: [number, number]; + raw: string; +}; + +/** 每步在 exclude 之后按 `score` 降序取前 N 条作为候选池，避免长上下文长尾稀释。 */ +// 经验值，最后能筛选出大概一半的归因数 +const DAG_EDGE_TOP_N = 10; +// todo: 用户配置归因力度 +/** 候选池内累计份额阈值（Top-P），用于保留主要解释力。 */ +const DAG_EDGE_CUMULATIVE_SHARE = 0.7; +/** 候选池内相对最强条目的下限系数：池内 L1 份额小于该比例×首条份额时停止。 */ +// topShare 的线有最大的透明度，所以这里对应的是最小的透明度是最大透明度的比例 +const DAG_EDGE_RELATIVE_TOP_SHARE_FLOOR_BETA = 0.1; + +/** + * 按 `score` 降序排序后取前 min(N, length) 项。 + * 会 **原地** `sort` 输入数组（与池内 `poolMassFrac` 次序一致，调用方无需再按份额排序）。 + */ +function selectTopNByScore(effective: T[], n: number): T[] { + effective.sort((a, b) => b.score - a.score); + return effective.slice(0, Math.min(n, effective.length)); +} + +/** Top-N 候选池内一行：max 归一后的 `score`、rawScore，以及池内正质量上的 L1 份额 `poolMassFrac`（仅预处理内部使用）。 */ +type DagPoolNormRow = T & { score: number; rawScore: number; poolMassFrac: number }; + +/** 候选池内 max 归一、rawScore、以及各条目在池内 Σscore 上的 L1 份额（保留其余字段如 nodeId）。 */ +function normalizeTopNPoolForDagSparse(tokens: T[]): Array> { + const max = Math.max(0, ...tokens.map((t) => t.score).filter(Number.isFinite)); + const positiveMass = tokens.map((t) => { + const s = t.score; + return Number.isFinite(s) ? Math.max(0, s) : 0; + }); + const massSum = positiveMass.reduce((a, v) => a + v, 0); + return tokens.map((t, i) => { + const rawScore = getAttentionRawScore(t); + const poolMassFrac = massSum > 0 ? positiveMass[i]! / massSum : 0; + const scoreNorm = max <= 0 ? t.score : t.score / max; + return { ...t, score: scoreNorm, rawScore, poolMassFrac }; + }); +} + +/** + * 在候选池已按 `score` 降序、池内归一保持该顺序的前提下，按遍历顺序取前缀，直到： + * - 池内 L1 份额小于 β×首条份额（分布形状截断），或 + * - 累计达到 {@link DAG_EDGE_CUMULATIVE_SHARE}（候选池内 Top-P，非整步全量 token 的分母）。 + * （池内份额与 `score` 单调一致，无需再排序。） + */ +function selectTokenAttributionByCumulativeShare( + normalized: Array, +): Array { + if (normalized.length === 0) return []; + + const topFrac = normalized[0]?.poolMassFrac ?? 0; + if (!(topFrac > 0)) return []; + const relativeFloor = DAG_EDGE_RELATIVE_TOP_SHARE_FLOOR_BETA * topFrac; + + let cum = 0; + const picked: Array = []; + for (const t of normalized) { + const frac = t.poolMassFrac; + if (!(frac > 0)) { + break; + } + if (frac < relativeFloor) { + break; + } + picked.push(t); + cum += frac; + if (cum >= DAG_EDGE_CUMULATIVE_SHARE) { + break; + } + } + + return picked; +} + +/** + * 第 0 步：从 API 原始 `token_attribution` 按 offset 去重得到 prompt spans，供 DAG `setPromptTokenSpans`（配合 `context` 全文测量布局）。 + * 与 {@link excludeNodeAggregatedEntries} / {@link phase2RankAndSparsify} 无关（不 exclude、不归一化）。 + */ +export function extractPromptTokenSpans(step: TokenGenStep): PromptTokenSpan[] { + const ta = step.response.token_attribution; + if (!ta?.length) return []; + + const byKey = new Map(); + for (const t of ta) { + const k = `${t.offset[0]}_${t.offset[1]}`; + if (!byKey.has(k)) { + byKey.set(k, { offset: t.offset, raw: t.raw }); + } + } + return [...byKey.values()]; +} + +/** 与 {@link excludeNodeAggregatedEntries} 使用同一套 prompt / 生成区与 storage 文本，在 `intervalCtx` 上收集排除区间（全串下标）。 */ +export function collectGenAttrDagExcludeIntervals( + intervalCtx: string, + promptRegionEnd: number, +): [number, number][] { + const pe = promptRegionEnd; + return [ + ...collectExcludeRegexMatchIntervals(intervalCtx, readStoredEffectiveExcludePromptPatternsText(), { + start: 0, + end: pe, + }), + ...collectExcludeRegexMatchIntervals(intervalCtx, readStoredEffectiveExcludeGeneratedPatternsText(), { + start: pe, + end: intervalCtx.length, + }), + ]; +} + +/** + * 对齐聚合之后、Top-N 之前：在 **prompt 区** / **已生成后缀区** 分别匹配两套 exclude 模式，按**节点区间** `[ts, te)` 判定是否整段落入排除区间， + * 命中则该条 `score` 置 0。与 piece 级 exclude 相比，合并型 piece 拆到多节点后可分别命中/不命中。 + * + * @param excludeIntervalContext 取匹配区间所用的全文（与 DAG 节点 offset 同源）。流式场景传**当前已写出的累积串** + *（如 `steps[last].context + steps[last].token`），使跨多 token 才闭合的正则与下标一致；缺省为 `step.context`。 + */ +export function excludeNodeAggregatedEntries( + step: TokenGenStep, + entries: NodeAggregatedEntry[], + excludeIntervalContext?: string, +): NodeAggregatedEntry[] { + if (!entries.length) return []; + + const pe = step.promptRegionEnd; + const intervalCtx = excludeIntervalContext ?? step.context; + const excludeIntervals = collectGenAttrDagExcludeIntervals(intervalCtx, pe); + return entries.map((t) => { + const [ts, te] = t.offset; + const excluded = isOffsetSpanFullyExcluded(ts, te, excludeIntervals); + return { + ...t, + score: excluded ? 0 : t.score, + }; + }); +} + +/** + * 预处理阶段 2（展示单元级，纯函数）：Top-N 候选池 → 池内 max 归一 & L1 份额 → β 截断 & cumulative Top-P。 + * 输入为「按节点聚合后的条目」（带 `nodeId`）；所有额外字段会透传到输出， + * 输出 `score` 为池内 max 归一后的强度，`poolMassFrac` 为池内 L1 份额（供下游 `scoreShare`）。 + */ +export function phase2RankAndSparsify( + entries: T[], +): Array { + if (!entries.length) return []; + const topNPool = selectTopNByScore(entries, DAG_EDGE_TOP_N); + const normalized = normalizeTopNPoolForDagSparse(topNPool); + return selectTokenAttributionByCumulativeShare(normalized); +} diff --git a/client/src/ts/attribution/genAttributeDagTextMeasure.ts b/client/src/ts/attribution/genAttributeDagTextMeasure.ts new file mode 100644 index 0000000000000000000000000000000000000000..795c70d3647ccd6f8e4167c354fa88839144542d --- /dev/null +++ b/client/src/ts/attribution/genAttributeDagTextMeasure.ts @@ -0,0 +1,172 @@ +import type { FrontendAnalyzeResult, FrontendToken } from '../api/GLTR_API'; +import { TokenPositionCalculator } from '../vis/TokenPositionCalculator'; +import { ZERO_WIDTH_FRAGMENT_PLACEHOLDER_PX } from '../vis/types'; +import type { TokenFragmentRect } from '../vis/types'; +import type { PromptTokenSpan } from './genAttributeDagPreprocess'; + +export type GenAttrDagTokenGeom = { + /** 锚点 fragment 左上角（见 {@link geomFromTokenFragments}），DAG 节点框同点对齐 */ + originX: number; + originY: number; + width: number; + height: number; +}; + +function offsetKey(off: [number, number]): string { + return `${off[0]}_${off[1]}`; +} + +function fragmentsForToken( + positions: TokenFragmentRect[], + tokenIndex: number +): TokenFragmentRect[] { + const parts = positions.filter((p) => p.tokenIndex === tokenIndex); + parts.sort((a, b) => a.fragmentIndex - b.fragmentIndex); + return parts; +} + +/** 纯换行 token 的零宽/占位 fragment 本身就是它的几何语义。 */ +function isLineBreakOnlyToken(raw: string): boolean { + return /^[\n\r\u0085\u2028\u2029]+$/.test(raw); +} + +/** + * 移动端 WebKit 会在「换行后的首个 token」前返回一个上一行行尾的零宽 rect。 + * 这个 rect 不是 token 的可见字形；若用它作 DAG 锚点，节点会被放回上一行。 + * + * 解法：测量层保留 Range 原始宽度；DAG 几何层按 token 语义处理。 + * - 纯换行 token：零宽 fragment 表示换行自身的位置，保留。 + * - 其它 token：过滤 width=0 的幽灵片，只用真实可见 fragment 对齐 DAG 节点。 + */ +function fragmentsForDagGeom( + frags: TokenFragmentRect[], + raw: string +): TokenFragmentRect[] { + if (isLineBreakOnlyToken(raw)) { + return frags; + } + const visible = frags.filter((f) => f.width > 0); + return visible.length > 0 ? visible : frags; +} + +/** 只有在 DAG 需要展示零宽换行 token 时，才给它一个最小可视宽度。 */ +function widthForDagGeom(frag: TokenFragmentRect): number { + return frag.width > 0 ? frag.width : ZERO_WIDTH_FRAGMENT_PLACEHOLDER_PX; +} + +/** + * 起点取参与几何的首 fragment；非换行 token 会先排除 Range 的零宽占位 fragment。 + * 宽度为参与几何的 fragment 宽度之和，高度取首片高度。 + */ +function geomFromTokenFragments(frags: TokenFragmentRect[], raw: string): GenAttrDagTokenGeom { + if (frags.length === 0) { + throw new Error('genAttributeDagTextMeasure: geomFromTokenFragments called with no fragments'); + } + const geomFrags = fragmentsForDagGeom(frags, raw); + const first = geomFrags[0]!; + const hFirst = Math.max(first.height, 1); + const widthSum = Math.max( + geomFrags.reduce((s, f) => s + widthForDagGeom(f), 0), + 1 + ); + return { + originX: first.x, + originY: first.y, + width: widthSum, + height: hFirst, + }; +} + +function buildAnalyzeResult( + originalText: string, + bpe_strings: FrontendToken[] +): FrontendAnalyzeResult { + return { + model: null, + error: null, + bpe_strings, + originalTokens: bpe_strings.map((t) => ({ ...t })), + bpeBpeMergedTokens: bpe_strings.map((t) => ({ ...t })), + originalText, + }; +} + +/** + * 不可见测量层：与 LMF 相同思路，用 {@link TokenPositionCalculator} + Range 得到 token 几何； + * 非换行 token 会忽略 Range 的零宽占位 fragment。宽、高见 {@link geomFromTokenFragments}。 + */ +export function createGenAttributeDagTextMeasure(measureRoot: HTMLElement): { + reset(): void; + setPrompt(promptText: string, spans: PromptTokenSpan[]): Map; + appendGeneratedToken(token: string, offset: [number, number]): GenAttrDagTokenGeom; +} { + let fullText = ''; + let bpeStrings: FrontendToken[] = []; + const calculator = new TokenPositionCalculator(measureRoot); + + function setMeasureText(text: string): void { + while (measureRoot.firstChild) measureRoot.removeChild(measureRoot.firstChild); + measureRoot.appendChild(document.createTextNode(text)); + calculator.resetIndex(); + } + + function positionsForAnalyzeResult( + rd: FrontendAnalyzeResult, + fromTokenIndex = 0 + ): TokenFragmentRect[] { + return calculator.calculateTokenPositions(rd, fromTokenIndex); + } + + return { + reset(): void { + fullText = ''; + bpeStrings = []; + while (measureRoot.firstChild) measureRoot.removeChild(measureRoot.firstChild); + calculator.resetIndex(); + }, + + setPrompt(promptText: string, spans: PromptTokenSpan[]): Map { + fullText = promptText; + bpeStrings = spans.map((s) => ({ + offset: s.offset, + raw: s.raw, + pred_topk: [], + })); + setMeasureText(fullText); + + const rd = buildAnalyzeResult(fullText, bpeStrings); + const positions = positionsForAnalyzeResult(rd, 0); + const out = new Map(); + + for (let i = 0; i < bpeStrings.length; i++) { + const tok = bpeStrings[i]!; + const frags = fragmentsForToken(positions, i); + if (frags.length === 0) { + throw new Error( + `genAttributeDagTextMeasure: no layout fragment for prompt token index ${i} ` + + `(${offsetKey(tok.offset)})` + ); + } + out.set(offsetKey(tok.offset), geomFromTokenFragments(frags, tok.raw)); + } + return out; + }, + + appendGeneratedToken(token: string, offset: [number, number]): GenAttrDagTokenGeom { + fullText += token; + bpeStrings.push({ offset, raw: token, pred_topk: [] }); + setMeasureText(fullText); + + const rd = buildAnalyzeResult(fullText, bpeStrings); + const from = bpeStrings.length - 1; + const positions = positionsForAnalyzeResult(rd, from); + const frags = fragmentsForToken(positions, from); + if (frags.length === 0) { + throw new Error( + `genAttributeDagTextMeasure: no layout fragment for generated token (${offsetKey(offset)})` + ); + } + return geomFromTokenFragments(frags, token); + }, + }; +} diff --git a/client/src/ts/attribution/genAttributeDagView.ts b/client/src/ts/attribution/genAttributeDagView.ts new file mode 100644 index 0000000000000000000000000000000000000000..da11369af6aadd76785de474880c81d39bcf1cf1 --- /dev/null +++ b/client/src/ts/attribution/genAttributeDagView.ts @@ -0,0 +1,1148 @@ +import * as d3 from 'd3'; +import { DirectedGraph } from 'graphology'; +import type { D3Sel } from '../utils/Util'; +import { visualizeSpecialChars } from '../utils/tokenDisplayUtils'; +import { + collectGenAttrDagExcludeIntervals, + excludeNodeAggregatedEntries, + phase2RankAndSparsify, + type PromptTokenSpan, +} from './genAttributeDagPreprocess'; +import { isOffsetSpanFullyExcluded } from './attributionDisplayModel'; +import { + alignAndAggregateByNode, + clearGenAttributeDagAlignmentWarnDedupe, + type NodeInterval, + type PieceEntry, +} from './genAttributeDagIntervalResolve'; +import type { TokenGenStep } from './tokenGenAttributionRunner'; +import { createGenAttributeDagTextMeasure } from './genAttributeDagTextMeasure'; +import { + CSS_PSEUDO_FULLSCREEN_CHANGE_EVENT, + dagResultsSurfaceFullscreenExpanded, + detachDagPseudoFullscreenIfPresent, + runDagFullscreenToggleWithPseudoWorkaround, +} from './genAttributeDagFullscreenWorkaround'; +import { tr } from '../lang/i18n-lite'; + +/** 再次挂载前执行上一轮 detach（当前为空操作，保留扩展点） */ +const detachGenAttributeDagPanel = new WeakMap void>(); + +/** 图中节点业务字段（与 graphology 节点 attributes 为同一对象） */ +type DagNodeAttrs = { + id: string; + label: string; + /** prompt 节点为 -1；第 k 个生成 token 为 k，从 0 起（与按序 `update` 调用一致） */ + step: number; + /** + * 节点在整段 context 字符串中的区间 `[start, end)`，与建点时的 offset 同源。 + * 独立于 `id` 保存，使区间查询不依赖 id 形如 `"s_e"` 的隐式契约，便于将来节点合并时脱钩。 + */ + start: number; + end: number; + /** 节点框左上角（与测量层 origin 同坐标系） */ + x: number; + y: number; + /** 测量层几何 × display-scale 后的宽、高 */ + nodeW: number; + nodeH: number; + /** {@link visualizeSpecialChars}（DAG：仅「空格后是 [A-Za-z0-9]」保留空格，其余空格为 ·），建点后不变 */ + displayLabel: string; + /** 原生 `` 全文（与 `DISABLE_DAG_NODE_TOOLTIPS` 无关，便于切换时不必重算） */ + nativeTitleText: string; +}; + +type DagNode = DagNodeAttrs; + +type DagLink = { + source: string; + target: string; + strength?: number; + /** 本步内该边在 Σ(score) 中的 L1 份额；用于原生 title「Fan in share」 */ + scoreShare?: number; + /** 与 `console.warn('[genAttributeDagView.align] …')` 正文一致（可多条，换行拼接） */ + alignmentNote?: string; + /** 边创建时固定的 `<title>` 全文 */ + titleText: string; +}; + +function dagLinkEndpointKey(source: string, target: string): string { + return `${source}->${target}`; +} + +/** + * 流式增量：任一端节点 span 完全落在排除区间内则删边（不重算 Top‑N，与全量重放可轻微不一致）。 + * 同步 graphology 与并行 `links`。 + */ +function pruneDagLinksTouchingFullyExcludedNodes( + graph: DirectedGraph<DagNodeAttrs>, + links: DagLink[], + intervals: [number, number][], +): void { + if (intervals.length === 0) return; + + const incidentEdgeIds = new Set<string>(); + graph.forEachNode((nodeId, nodeAttrs) => { + if (!isOffsetSpanFullyExcluded(nodeAttrs.start, nodeAttrs.end, intervals)) return; + for (const edgeId of graph.inEdges(nodeId)) incidentEdgeIds.add(edgeId); + for (const edgeId of graph.outEdges(nodeId)) incidentEdgeIds.add(edgeId); + }); + if (incidentEdgeIds.size === 0) return; + + const removedLinkKeys = new Set<string>(); + for (const edgeId of incidentEdgeIds) { + if (!graph.hasEdge(edgeId)) continue; + const source = graph.source(edgeId); + const target = graph.target(edgeId); + removedLinkKeys.add(dagLinkEndpointKey(source, target)); + graph.dropEdge(edgeId); + } + if (removedLinkKeys.size === 0) return; + + let write = 0; + for (const link of links) { + if (removedLinkKeys.has(dagLinkEndpointKey(link.source, link.target))) { + continue; + } + links[write++] = link; + } + links.length = write; +} + +const SVG_MIN_W = 320; +const SVG_MIN_H = 280; + +/** + * `.gen-attr-dag-stack` 布局尺寸(px)，供 SVG width/height 与 `fitViewportToContent` 共用。 + * 用 offsetWidth/offsetHeight（布局流尺寸）而非 getBoundingClientRect， + * 以保证 SVG 正确填满容器——两者在有 CSS transform 时会不同。 + */ +function stackLayoutViewportPx(stackEl: HTMLElement): { w: number; h: number } { + return { + w: Math.max(stackEl.offsetWidth, SVG_MIN_W), + h: Math.max(stackEl.offsetHeight, SVG_MIN_H), + }; +} + +/** 在「抵消 display-scale」的基准上再放大，作为 DAG 默认初始视图（d3 zoom 的 k） */ +const DAG_INITIAL_ZOOM_BOOST = 1.25; + +/** 与 {@link gen_attribute.scss} `.gen-attr-dag-stack` 中 `--gen-attr-dag-display-scale` 一致 */ +const CSS_VAR_DISPLAY_SCALE = '--gen-attr-dag-display-scale'; + +/** 与 {@link start.scss} `--dag-normal-line-color` 一致（普通边：线 stroke + 箭头 marker stroke） */ +const CSS_VAR_DAG_NORMAL_LINE_COLOR = '--dag-normal-line-color'; +/** 与 {@link start.scss} `--dag-highlight-line-color-in` 一致（入边：指向焦点） */ +const CSS_VAR_DAG_HIGHLIGHT_LINE_IN = '--dag-highlight-line-color-in'; +/** 与 {@link start.scss} `--dag-highlight-line-color-out` 一致（出边：从焦点出发） */ +const CSS_VAR_DAG_HIGHLIGHT_LINE_OUT = '--dag-highlight-line-color-out'; + +/** 可见边与开放箭头描边宽度（px，与 marker 中 `vector-effect: non-scaling-stroke` 配合） */ +const DAG_LINK_STROKE_WIDTH = 1; + +/** 弱化：未排除的 prompt 无出边，或（prompt/生成区）邻域外且存在悬停/选中焦点时 */ +const DAG_NODE_WEAKEN_OPACITY = 0.5; +/** 隐藏：节点 span 完全落在 exclude 规则命中区间内（prompt 与生成区各一套模式） */ +const DAG_NODE_HIDDEN_OPACITY = 0.1; + +/** 暂时关闭节点上的原生 `<title>` 悬浮提示；恢复时改为 `false`（边不受影响） */ +const DISABLE_DAG_NODE_TOOLTIPS = true; + +/** + * 边端在矩形边界外侧的留白，相对测量层「1em」的比例（无单位）；与箭头/描边衔接用。 + * 测量层与节点几何同源（lmf-readout-text），故随字号/CSS 变化而变。 + */ +const LINK_END_INSET_PER_EM = 0.1; + +/** 每条边独立 marker 的 document id（节点 id 为 `start_end`，与另一节点组合唯一） */ +function dagLinkMarkerElementId(source: string, target: string): string { + const s = source.replace(/[^0-9_]/g, '_'); + const t = target.replace(/[^0-9_]/g, '_'); + return `gen-attr-dag-mk-s${s}-t${t}`; +} + +/** 与 {@link dagLinkMarkerElementId} 一一对应，作 d3 data key */ +function dagLinkDataKey(d: DagLink): string { + return dagLinkMarkerElementId(String(d.source), String(d.target)); +} + +function readDisplayScaleFromCss(el: HTMLElement): number { + const raw = getComputedStyle(el).getPropertyValue(CSS_VAR_DISPLAY_SCALE).trim(); + if (raw === '') return 1; + const n = parseFloat(raw); + if (!Number.isFinite(n) || n <= 0) { + throw new Error( + `genAttributeDagView: ${CSS_VAR_DISPLAY_SCALE} must be a finite positive number, got "${raw}"` + ); + } + return n; +} + +/** `display-scale === 1` 时矩形边界外侧留白（px）：测量层 font-size × {@link LINK_END_INSET_PER_EM} */ +function linkEndInsetBaseAtUnitScalePx(measureLayerEl: HTMLElement): number { + const fs = parseFloat(getComputedStyle(measureLayerEl).fontSize); + if (!Number.isFinite(fs) || fs <= 0) { + throw new Error('genAttributeDagView: .gen-attr-dag-measure-layer font-size must be a finite positive length'); + } + return fs * LINK_END_INSET_PER_EM; +} + +function nodeRx(d: DagNode): number { + return Math.min(9, d.nodeW / 2, d.nodeH / 2); +} + +export type GenAttributeDagHandle = { + /** + * 在首帧 `update`（第一步生成 token）之前调用一次：用全量 prompt token spans 建 prompt 层节点。 + * @param promptText 本步 `context` 全文（与 offsets 一致） + */ + setPromptTokenSpans(spans: PromptTokenSpan[], promptText: string): void; + /** + * 每生成一个 token 后调用，增量更新图；传入原始 {@link TokenGenStep}，view 内部完成 exclude / 对齐 / 筛选。 + * @param excludeIntervalContext 与 {@link ./genAttributeDagPreprocess excludeNodeAggregatedEntries} 一致：当前已写出的累积全文（如 `steps[last].context + steps[last].token`）。 + */ + update(step: TokenGenStep, excludeIntervalContext?: string): void; + /** + * 批量更新：批内的 {@link setPromptTokenSpans} 与 {@link update} 只维护图数据，不触达 SVG； + * 直到 {@link endBatch} 才统一跑一次全量渲染。用于刷新/回放整段历史，避免中间帧 + * 反复跑 `syncGraphToSvg` / `refreshNodeLinkHighlight`（中间态不可见）。嵌套 `begin` 无额外效果。 + */ + beginBatch(): void; + /** 结束批量：执行一次全量 `syncGraphToSvg`。未在批内调用时为 no-op。 */ + endBatch(): void; + /** 是否处于 `beginBatch`/`endBatch` 之间（批内不写 SVG，勿对空 DOM 调 `fitViewportToContent`） */ + isBatching(): boolean; + /** + * 清空图与测量状态；不修改当前 SVG 上的 d3 zoom 变换（视口平移/缩放由 `layoutDirty` 与 + * `fitViewportToContent` 控制）。 + * @param preserveUserViewport 为 `true` 时保留调用前的 `layoutDirty`：用于「从末尾重播前 reset」 + * 时若用户已手动画布，重放后仍不自动 fit。默认 `false`（新一次 run 等场景仍从干净视口策略起算）。 + */ + reset(preserveUserViewport?: boolean): void; + /** + * zoom identity 后对 `rootG` 做 `getBBox()` 适配视口；空图走默认缩放；`k` 上限 `k₀`。 + * 若 `layoutDirty` 为真则 no-op（仅已执行的 `syncSvgSize` 生效，不改 pan/zoom），但 `force` 为真时仍 + * fit 并清 dirty（例如刷新按钮的强制适配）。 + */ + fitViewportToContent(force?: boolean): void; + /** 清除节点选中态（与点击画布空白等价）；不改变图数据，生成结束后可调用以去掉末 token 描边 */ + clearNodeSelection(): void; + /** DAG 步进重放：更新 ▶ / ⏸ 按钮文案（由页面在播放开始/结束/暂停时调用） */ + setDagPlaybackPlaying: (playing: boolean) => void; + /** + * 设置不可见测量层的固定像素宽度（写入 inline `width`）。 + * 测量层宽度是节点几何（折行位置 / `x, y`）的唯一自变量；容器尺寸变化不再改变几何。 + * 本方法只改 DOM 属性，不触发重测：调用方决定何时 `reset` + 重放 + `fitViewportToContent`。 + * 传 `null` 恢复样式表默认（`100%`，跟随容器）。 + */ + setMeasureWidthPx(widthPx: number | null): void; + /** 移除 DAG 栈与刷新按钮（离开页面时调用） */ + detach(): void; +}; + +function endpointNode( + ref: DagLink['source'] | DagLink['target'], + graph: DirectedGraph<DagNodeAttrs> +): DagNode { + if (typeof ref === 'object' && ref !== null) return ref as DagNode; + const id = String(ref); + if (!graph.hasNode(id)) throw new Error(`genAttributeDagView: unknown node id ${id}`); + return graph.getNodeAttributes(id) as DagNode; +} + +/** 节点 id 为 `start_end`，用于原生 `<title>` 文案 */ +function formatNodeOffsetRange(id: string): string { + const i = id.indexOf('_'); + if (i <= 0) return id; + const a = id.slice(0, i); + const b = id.slice(i + 1); + if (!/^\d+$/.test(a) || !/^\d+$/.test(b)) return id; + return `[${a}, ${b})`; +} + +function buildNodeNativeTitleText(d: Pick<DagNode, 'displayLabel' | 'id' | 'step'>): string { + return `${d.displayLabel}\nOffset: ${formatNodeOffsetRange(d.id)}\nStep: ${d.step}`; +} + +/** 建边时调用：端点已带 {@link DagNodeAttrs.displayLabel} */ +function buildLinkTitleText( + d: Pick<DagLink, 'strength' | 'scoreShare' | 'alignmentNote'>, + src: DagNode, + tgt: DagNode +): string { + const s = d.strength ?? 1; + const strengthStr = Number.isFinite(s) ? s.toFixed(3) : String(s); + + const metrics = [`Strength: ${strengthStr}`]; + const share = d.scoreShare; + if (typeof share === 'number' && Number.isFinite(share) && share > 0) { + metrics.push(`Fan in share: ${(share * 100).toFixed(1)}%`); + } + if (d.alignmentNote) { + metrics.push(d.alignmentNote); + } + + return [ + `From:\n${src.displayLabel}\nOffset: ${formatNodeOffsetRange(src.id)}`, + `To:\n${tgt.displayLabel}\nOffset: ${formatNodeOffsetRange(tgt.id)}`, + metrics.join('\n'), + ].join('\n\n'); +} + +/** + * 单码点：可作拼接一侧（前一片末尾或当前片开头）——非 Han 字母或 ' - _ + * 对称处理 `__`→`init`、`love`→`'s` 等。 + */ +const GLUE_EDGE_CHAR = /^(?:(?!\p{Script=Han})\p{L}|['\-_])$/u; + +/** + * 子词拼接：offset 紧贴、同行、prev 末码点与当前首码点均满足 {@link GLUE_EDGE_CHAR} + * → 左移到 prev 右缘（链式调用时 prev.x 已调整，自动支持多段续片）。 + */ +function snapSubwordNode(node: DagNode, prev: DagNode | null): void { + if (!prev || prev.end !== node.start || node.y !== prev.y) return; + const last = [...prev.label].at(-1) ?? ''; + const first = [...node.label][0] ?? ''; + if (!GLUE_EDGE_CHAR.test(last) || !GLUE_EDGE_CHAR.test(first)) return; + node.x = prev.x + prev.nodeW; +} + +/** 焦点 + 一层入邻（直接祖先）+ 一层出邻（直接后代），用于选中/悬停高亮范围 */ +function oneHopNeighborhood(graph: DirectedGraph<DagNodeAttrs>, nodeId: string): Set<string> { + const active = new Set<string>([nodeId]); + graph.forEachInNeighbor(nodeId, (n) => { + active.add(n); + }); + graph.forEachOutNeighbor(nodeId, (n) => { + active.add(n); + }); + return active; +} + +/** 边是否与焦点节点邻接（用于高亮边样式与 SVG 中置于灰边之上） */ +function dagLinkIncidentToFocus( + graph: DirectedGraph<DagNodeAttrs>, + focusId: string | null, + d: DagLink +): boolean { + if (!focusId) return false; + const s = endpointNode(d.source, graph).id; + const t = endpointNode(d.target, graph).id; + return s === focusId || t === focusId; +} + +/** + * 邻接焦点时边的描边：从焦点出发 → 红；指向焦点 → 蓝（自环视为「出发」）。 + * 非邻接返回 `null`，调用方用默认边色。 + */ +function dagLinkHighlightStroke( + graph: DirectedGraph<DagNodeAttrs>, + focusId: string | null, + d: DagLink +): string | null { + if (!focusId) return null; + const s = endpointNode(d.source, graph).id; + const t = endpointNode(d.target, graph).id; + if (s !== focusId && t !== focusId) return null; + if (s === focusId) return `var(${CSS_VAR_DAG_HIGHLIGHT_LINE_OUT})`; + return `var(${CSS_VAR_DAG_HIGHLIGHT_LINE_IN})`; +} + +/** + * Generate & Attribute 右栏 DAG 视图。 + * + * 节点 ID 基于归因 offset：`"${start}_${end}"`，全局唯一。 + * - prompt 层：由调用方在首帧 `update` 前 {@link GenAttributeDagHandle.setPromptTokenSpans} 注入（`step === -1`） + * - 第 k 个生成 token：target 节点（`step === k`，从 0 起） + * + * **不做 BPE/digit 合并**（不经 `mergeAttentionTokensFullyForRendering`，与 Attribution 主视图的 + * `buildAttributionDisplayResult` 管线不同）：DAG 必须按 API 原始 span 建点，节点身份才与增量 `update` + * 一致；合并会改变粒度，且各步归因集合不同，跨步合并结果不稳定。 + * + * 调用方传入**原始** {@link TokenGenStep}：view 内部按 `alignAndAggregateByNode`（piece → 节点聚合） + * → `excludeNodeAggregatedEntries`（prompt / 已生成区 exclude，节点区间语义） + * → `phase2RankAndSparsify`（Top-N / 池内归一 / β 截断 / cumulative Top-P）后连边。 + * + * 节点初值几何来自不可见测量层（{@link ./genAttributeDagTextMeasure}），与 LMF 相同 Range 测量； + * 节点框左上角对齐测量起点；矩形与 SVG 标签相对测量层共用 `--gen-attr-dag-display-scale`；仅缩放平移作用于 SVG。 + */ +export type InitGenAttributeDagViewOptions = { + /** 点击 ▶：传入 `true`；点击 ⏸：传入 `false`（页面内定时重放 DAG） */ + onDagPlaybackToggle?: (playing: boolean) => void; + /** 点击 DAG 刷新时：在内部先按需 `fitViewportToContent`、再 `reset` 之后调用，用于重放（视口沿用 fit 结果）。 */ + onDagRefresh?: () => void; + /** + * 写入 `.gen-attr-dag-stack` 的 `--gen-attr-dag-display-scale`（矩形与节点文字同时缩放）。 + * 未设置时仅用样式表中的变量（默认 1，与测量层同字号、同框比例）。 + */ + displayScale?: number; + /** + * 不可见测量层固定宽度（px，写入 inline `width`）。测量层宽度是节点几何（折行位置 / `x, y`）的 + * 唯一自变量——钉死后，容器 resize 等不再改变节点几何（视口仍可由自动 fit / 手势调整），避免 + * 「resize 只 refit 旧几何、刷新才重测几何」的结构性不一致。未设置时沿用样式表 `100%`（跟随容器）。 + */ + measureWidthPx?: number; + /** 进入/退出/切换全屏失败时（常见于移动端不支持元素全屏等）。不传则无提示。 */ + onFullscreenError?: (message: string) => void; +}; + +export function initGenAttributeDagView( + resultsRoot: D3Sel, + options?: InitGenAttributeDagViewOptions +): GenAttributeDagHandle { + const onDagRefresh = options?.onDagRefresh; + const onDagPlaybackToggle = options?.onDagPlaybackToggle; + const onFullscreenError = options?.onFullscreenError; + + function reportFullscreenFailure(err: unknown): void { + if (!onFullscreenError) return; + const detail = + err instanceof Error + ? err.message + : typeof err === 'string' + ? err + : ''; + const base = tr('Fullscreen unavailable'); + onFullscreenError(detail ? `${base}: ${detail}` : base); + } + + const rootEl = resultsRoot.node() as HTMLElement | null; + if (!rootEl) { + const noop = (): void => {}; + return { + setPromptTokenSpans: noop, + update: noop, + beginBatch: noop, + endBatch: noop, + isBatching: () => false, + reset: noop, + fitViewportToContent: noop, + clearNodeSelection: noop, + setDagPlaybackPlaying: noop, + setMeasureWidthPx: noop, + detach: noop, + }; + } + + detachGenAttributeDagPanel.get(rootEl)?.(); + resultsRoot + .selectAll( + '.gen-attr-dag-stack, svg.gen-attr-dag-svg, button.gen-attr-dag-refresh, button.gen-attr-dag-play, button.gen-attr-dag-fullscreen' + ) + .remove(); + + const stack = resultsRoot.append('div').attr('class', 'gen-attr-dag-stack'); + const stackEl = stack.node() as HTMLElement; + + if (options?.displayScale !== undefined) { + const s = options.displayScale; + if (!Number.isFinite(s) || s <= 0) { + throw new Error('genAttributeDagView: displayScale must be a finite positive number'); + } + stackEl.style.setProperty(CSS_VAR_DISPLAY_SCALE, String(s)); + } + + const measureRoot = stack + .append('div') + .attr('class', 'gen-attr-dag-measure-layer') + .node() as HTMLElement; + + function setMeasureWidthPx(widthPx: number | null): void { + if (widthPx === null) { + measureRoot.style.removeProperty('width'); + return; + } + if (!Number.isFinite(widthPx) || widthPx <= 0) { + throw new Error('genAttributeDagView: measureWidthPx must be a finite positive number'); + } + measureRoot.style.width = `${widthPx}px`; + } + + if (options?.measureWidthPx !== undefined) { + setMeasureWidthPx(options.measureWidthPx); + } + + const textMeasure = createGenAttributeDagTextMeasure(measureRoot); + + /** + * 一次 session 内 `--gen-attr-dag-display-scale` 与测量层字号不会变（外部未提供运行时改写入口）， + * 故 init 时读一次即可，热路径不再触发 `getComputedStyle`（否则 `paint`/每步 `update` 都会强制样式计算）。 + */ + const displayScale = readDisplayScaleFromCss(stackEl); + const linkEndInsetPx = linkEndInsetBaseAtUnitScalePx(measureRoot) * displayScale; + + const svg = stack.append('svg').attr('class', 'gen-attr-dag-svg'); + + /** 边箭头 marker 放在 svg 根 defs，与 {@link rootG} 平级、不受 zoom 变换，与原先单例 marker 一致，避免嵌套在 zoom 内时箭头相对线段偏细 */ + const linkMarkersDefs = svg.append('defs').attr('class', 'gen-attr-dag-link-markers-defs'); + + const rootG = svg.append('g').attr('class', 'gen-attr-dag-zoom-root'); + + /** + * 基准缩放为 `1 / --gen-attr-dag-display-scale`：节点几何与 SVG 文字已按 display-scale 相对测量层缩放后， + * 再用其倒数做 zoom，使屏上接近未单独缩小时的阅读比例；实际初始 k 还会乘以 `DAG_INITIAL_ZOOM_BOOST`。 + */ + function initialDagZoomK(): number { + return 1 / displayScale; + } + + function defaultDagZoomK(): number { + return initialDagZoomK() * DAG_INITIAL_ZOOM_BOOST; + } + + const zoomBehavior = d3 + .zoom<SVGSVGElement, unknown>() + .on('zoom', (event) => { + rootG.attr('transform', event.transform); + // 仅用户交互（滚轮/拖平移/双击）计入「改动布局」；程序触发的 transform + // （init 初始缩放、`fitViewportToContent`）`sourceEvent === null`，不置 dirty。 + if (event.sourceEvent) layoutDirty = true; + }); + + function applyInitialDagZoom(): void { + svg.call(zoomBehavior.transform, d3.zoomIdentity.scale(defaultDagZoomK())); + } + + svg.call(zoomBehavior); + applyInitialDagZoom(); + + svg.on('click', () => setSelectedNodeId(null)); + + const linkG = rootG.append('g').attr('class', 'gen-attr-dag-links'); + const nodeG = rootG.append('g').attr('class', 'gen-attr-dag-nodes'); + /** 邻接焦点的高亮边：在节点层之后绘制，避免被节点遮挡 */ + const linkGFront = rootG.append('g').attr('class', 'gen-attr-dag-links-front'); + + const graph = new DirectedGraph<DagNodeAttrs>(); + let nodes: DagNode[] = []; + let links: DagLink[] = []; + let stepProcessed = 0; + let selectedId: string | null = null; + /** 临时焦点：与选中同款子图高亮；优先于 {@link selectedId}，移出节点后回落到选中态 */ + let hoveredId: string | null = null; + /** + * 与 {@link pruneDagLinksTouchingFullyExcludedNodes} / 预处理同源：全串上的 exclude 半开区间， + * 供节点「隐藏」透明度判定（{@link isOffsetSpanFullyExcluded}）。在 {@link setPromptTokenSpans} 与每步 + * {@link update} 中刷新；{@link reset} 清空。 + */ + let dagExcludeIntervals: [number, number][] = []; + /** + * 用户是否手动改动过布局：拖节点 或 用户手势 zoom/pan。 + * - true 时：容器尺寸变化（窗口 resize / 侧栏）不再自动 fit，保留用户视图 + * - false 时：任何尺寸变化都自动 fit + * 清零点：{@link reset}、{@link fitViewportToContent}（fit 本身把视图带回默认） + */ + let layoutDirty = false; + /** + * 用户是否拖动过节点（仅拖节点，不含画布 pan/zoom）。 + * - {@link layoutDirty} 在 pan/zoom 时也会为 true；刷新时若仅 pan/zoom 则仍 {@link fitViewportToContent}， + * 若拖过节点则回放数据恢复节点几何并保留当前 pan/zoom。 + * 清零点：{@link reset}（图清空）、成功 {@link fitViewportToContent} 后视为回到默认视图语义（与 layoutDirty 一并清） + */ + let userDraggedNodes = false; + + const strengthToOpacity = (s: number) => s; // 由于有DAG_EDGE_RELATIVE_TOP_SHARE_FLOOR_BETA的限制，所以这里不再限制透明度 + // const strengthToOpacity = (s: number) => 0.1 + s * 0.9; + + let linkSel = rootG + .selectAll<SVGGElement, DagLink>('g.gen-attr-dag-link') + .data<DagLink>([], dagLinkDataKey); + let nodeSel = nodeG.selectAll<SVGGElement, DagNode>('g.gen-attr-dag-node').data<DagNode>([], (d) => d.id); + + function syncSvgSize(): void { + const { w, h } = stackLayoutViewportPx(stackEl); + svg.attr('width', w).attr('height', h); + } + + function nodeCenter(n: DagNode): { cx: number; cy: number } { + return { cx: n.x + n.nodeW / 2, cy: n.y + n.nodeH / 2 }; + } + + /** 轴对齐矩形（半宽 hw、半高 hh）中心沿单位向量 (ux,uy) 到边界的距离 */ + function distCenterToRectEdgeAlongRay(hw: number, hh: number, ux: number, uy: number): number { + const ax = Math.abs(ux); + const ay = Math.abs(uy); + let t = Infinity; + if (ax > 1e-12) t = Math.min(t, hw / ax); + if (ay > 1e-12) t = Math.min(t, hh / ay); + return Number.isFinite(t) ? t : 0; + } + + /** + * 沿两节点中心连线画边：端点从各中心沿该线走到矩形边界，再可选向外 `outsideInset`。 + * 若边界交点越过彼此（重叠/极近），退化为两中心直连且不加外向留白。 + */ + function linkSegmentThroughNodeRects( + src: DagNode, + tgt: DagNode, + outsideInset: number + ): { x1: number; y1: number; x2: number; y2: number } { + const a = nodeCenter(src); + const b = nodeCenter(tgt); + const dx = b.cx - a.cx; + const dy = b.cy - a.cy; + const L = Math.hypot(dx, dy); + if (L < 1e-9) return { x1: a.cx, y1: a.cy, x2: b.cx, y2: b.cy }; + const ux = dx / L; + const uy = dy / L; + const tA = distCenterToRectEdgeAlongRay(src.nodeW / 2, src.nodeH / 2, ux, uy); + const tB = distCenterToRectEdgeAlongRay(tgt.nodeW / 2, tgt.nodeH / 2, ux, uy); + const eps = 1e-6; + let g = outsideInset; + if (tA + tB + 2 * g >= L - eps) g = 0; + if (tA + tB + 2 * g >= L - eps) { + return { x1: a.cx, y1: a.cy, x2: b.cx, y2: b.cy }; + } + return { + x1: a.cx + (tA + g) * ux, + y1: a.cy + (tA + g) * uy, + x2: b.cx - (tB + g) * ux, + y2: b.cy - (tB + g) * uy, + }; + } + + function paint(): void { + linkSel.each(function(d) { + const src = endpointNode(d.source, graph); + const tgt = endpointNode(d.target, graph); + const seg = linkSegmentThroughNodeRects(src, tgt, linkEndInsetPx); + d3.select(this) + .selectAll('line') + .attr('x1', seg.x1) + .attr('y1', seg.y1) + .attr('x2', seg.x2) + .attr('y2', seg.y2); + }); + nodeSel.attr('transform', (d) => `translate(${d.x},${d.y})`); + } + + const drag = d3 + .drag<SVGGElement, DagNode>() + // 与 d3 默认 filter 一致，并仅在「当前节点已单击选中」时允许拖动手势生效，减少误拖 + .filter((event, d) => !event.ctrlKey && !event.button && selectedId === d.id) + .on('start', (event) => { + event.sourceEvent?.stopPropagation(); + }) + .on('drag', (event, d) => { + layoutDirty = true; + userDraggedNodes = true; + const [x, y] = d3.pointer(event, rootG.node()); + d.x = x; + d.y = y; + paint(); + }); + + /** + * 节点透明度：先按「一跳邻域」提亮为 1（选中先于悬停，邻域内一致）； + * 否则被 exclude 整段命中的为「隐藏」({@link DAG_NODE_HIDDEN_OPACITY})（prompt/生成区一致）； + * 其余节点：prompt 无出边时弱化；存在焦点时，所有邻域外非隐藏节点弱化（与原先焦点压暗一致）。 + * 边的高亮仍以悬停优先、否则选中为焦点（{@link dagLinkIncidentToFocus}）。 + */ + function refreshNodeLinkHighlight(): void { + const focusId = hoveredId ?? selectedId; + const selectedNbhd = selectedId ? oneHopNeighborhood(graph, selectedId) : null; + const hoveredNbhd = hoveredId ? oneHopNeighborhood(graph, hoveredId) : null; + + nodeSel + .classed('gen-attr-dag-node--hover', (d) => hoveredId === d.id) + .classed('gen-attr-dag-node--selected', (d) => selectedId === d.id) + .attr('opacity', (d) => { + if (selectedNbhd?.has(d.id)) return 1; + if (hoveredNbhd?.has(d.id)) return 1; + if (isOffsetSpanFullyExcluded(d.start, d.end, dagExcludeIntervals)) { + return DAG_NODE_HIDDEN_OPACITY; + } + const isPromptLeaf = d.step === -1 && graph.outDegree(d.id) === 0; + if (focusId || isPromptLeaf) return DAG_NODE_WEAKEN_OPACITY; + return 1; + }); + // 每条边独立 marker：线与箭头 path 同步 stroke / stroke-opacity（强度仍按边独立） + linkSel.each(function(d) { + const incidentToFocus = dagLinkIncidentToFocus(graph, focusId, d); + const op = strengthToOpacity(d.strength ?? 1); + const stroke = + dagLinkHighlightStroke(graph, focusId, d) ?? `var(${CSS_VAR_DAG_NORMAL_LINE_COLOR})`; + const g = d3.select(this); + g.select('line.gen-attr-dag-link-visible').attr('stroke', stroke).attr('stroke-opacity', op); + linkMarkersDefs + .select<SVGPathElement>(`#${dagLinkMarkerElementId(d.source, d.target)} path`) + .attr('stroke', stroke) + .attr('stroke-opacity', op); + }); + // 灰边在 linkG、高亮边在 linkGFront（位于 nodeG 之后），既不被灰边也不被节点遮挡。 + // 同层内保持 DOM 插入顺序（= `links` push 顺序）即可，无需显式 sort： + // - `links` 只 push、不重排； + // - 新 `<g>` 由 d3 `enter().append` 追加在 `linkG` 末尾； + // - 下面仅在父节点不一致时才 `appendChild`，避免白搬动导致末尾顺序被打乱。 + rootG.selectAll<SVGGElement, DagLink>('g.gen-attr-dag-link').each(function(d) { + const incident = dagLinkIncidentToFocus(graph, focusId, d); + const parent = incident ? linkGFront : linkG; + const parentNode = parent.node()!; + if (this.parentNode !== parentNode) { + parentNode.appendChild(this as SVGGElement); + } + }); + } + + function setSelectedNodeId(id: string | null): void { + selectedId = id; + refreshNodeLinkHighlight(); + } + + function clearNodeSelection(): void { + setSelectedNodeId(null); + } + + /** 将当前 `nodes` / `links` 同步到 SVG：join 新 DOM、`paint` 几何、`refreshNodeLinkHighlight` 样式。 */ + function syncGraphToSvg(): void { + linkGFront.selectAll<SVGGElement, DagLink>('g.gen-attr-dag-link').each(function() { + linkG.node()!.appendChild(this as SVGGElement); + }); + linkMarkersDefs + .selectAll<SVGMarkerElement, DagLink>('marker') + .data(links, (d) => dagLinkMarkerElementId(d.source, d.target)) + .join((enter) => { + const m = enter + .append('marker') + .attr('id', (d) => dagLinkMarkerElementId(d.source, d.target)) + .attr('viewBox', '0 -5 10 10') + .attr('refX', 8) + .attr('refY', 0) + .attr('markerWidth', 4) + .attr('markerHeight', 4) + .attr('orient', 'auto'); + m.append('path') + .attr('d', 'M0,-5 L10,0 L0,5') + .attr('fill', 'none') + .attr('stroke', `var(${CSS_VAR_DAG_NORMAL_LINE_COLOR})`) + .attr('stroke-width', DAG_LINK_STROKE_WIDTH) + .attr('vector-effect', 'non-scaling-stroke') + .attr('stroke-linecap', 'round') + .attr('stroke-linejoin', 'round'); + return m; + }); + + linkSel = linkG + .selectAll<SVGGElement, DagLink>('g.gen-attr-dag-link') + .data(links, dagLinkDataKey) + .join((enter) => { + const g = enter.append('g').attr('class', 'gen-attr-dag-link'); + g.each(function(d: DagLink) { + const el = d3.select(this); + const mkId = dagLinkMarkerElementId(d.source, d.target); + el.append('title').text(d.titleText); + el.append('line') + .attr('class', 'gen-attr-dag-link-visible') + .attr('stroke', `var(${CSS_VAR_DAG_NORMAL_LINE_COLOR})`) + .attr('stroke-width', DAG_LINK_STROKE_WIDTH) + .attr('pointer-events', 'stroke') + .attr('marker-end', `url(#${mkId})`); + }); + return g; + }); + // 不在此处全量重置 marker `stroke-opacity`：紧接着的 {@link refreshNodeLinkHighlight} 会按边 + // 逐条写 `strengthToOpacity(d.strength)`，任何前值都会被覆盖，全量重置纯冗余。 + + nodeSel = nodeG + .selectAll<SVGGElement, DagNode>('g.gen-attr-dag-node') + .data(nodes, (d) => d.id) + .join( + (enter) => { + // 节点身份 append-only、几何（nodeW/nodeH）一旦建立不再变化（drag 仅改 x/y， + // 由 paint 通过 transform 处理），故与几何相关的属性仅在 enter 写一次即可； + // 同理 `--prompt` class 依据 step === -1，step 初始化后不变。 + const g = enter.append('g').attr('class', 'gen-attr-dag-node'); + g.classed('gen-attr-dag-node--prompt', (d: DagNode) => d.step === -1); + if (!DISABLE_DAG_NODE_TOOLTIPS) { + g.append('title').text((d: DagNode) => d.nativeTitleText); + } + g.append('rect') + .attr('x', 0) + .attr('y', 0) + .attr('width', (d: DagNode) => d.nodeW) + .attr('height', (d: DagNode) => d.nodeH) + .attr('rx', (d: DagNode) => nodeRx(d)) + .attr('ry', (d: DagNode) => nodeRx(d)); + g.append('text') + .attr('class', 'gen-attr-dag-node-text') + .attr('xml:space', 'preserve') + .attr('pointer-events', 'none') + .attr('text-anchor', 'middle') + .attr('dominant-baseline', 'central') + .attr('x', (d: DagNode) => d.nodeW / 2) + .attr('y', (d: DagNode) => d.nodeH / 2) + .text((d: DagNode) => d.displayLabel); + g.on('mouseenter', (_event, d) => { + hoveredId = d.id; + refreshNodeLinkHighlight(); + }); + g.on('mouseleave', () => { + hoveredId = null; + refreshNodeLinkHighlight(); + }); + g.on('click', (event, d) => { + event.stopPropagation(); + setSelectedNodeId(selectedId === d.id ? null : d.id); + }); + return g.call(drag); + } + ); + + paint(); + refreshNodeLinkHighlight(); + } + + /** + * 批量模式下 `setPromptTokenSpans` / `update` 只维护图数据，不跑 `syncGraphToSvg`。 + * 刷新按钮回放整段历史时，中间帧不可见却要承担 N × O(N) 的 svg 同步，用批处理把它们压成一次。 + * 嵌套 begin 无额外效果。（尺寸与 fit：批外由 `ResizeObserver` / 各调用方在 `replay` 后按需 `fitViewportToContent`；批末仅刷 DOM。） + */ + let batchDepth = 0; + function beginBatch(): void { + batchDepth++; + } + function endBatch(): void { + if (batchDepth === 0) return; + batchDepth--; + if (batchDepth === 0) { + syncGraphToSvg(); + // 不在此 fit：`replay` 前若调过 `reset()`，`layoutDirty` 已被清零，此处 `fitViewportToContent` 会误把「dirty 刷新应保留的视图」拉回默认； + // not dirty 时由刷新按钮末尾 `fit(true)`、改测量宽度/恢复缓存等调用方在 `replay` 后统一 fit。 + // 栈高由 flex 固定后 RO(stack) 可能不触发，仅影响 `syncSvgSize` 时机，与首版「靠栈变高触发 RO」相同取舍。 + } + } + + function isBatching(): boolean { + return batchDepth > 0; + } + + function setPromptTokenSpans(spans: PromptTokenSpan[], promptText: string): void { + const geomByKey = textMeasure.setPrompt(promptText, spans); + const addedNodes: DagNode[] = []; + for (const attr of spans) { + const [ns, ne] = attr.offset; + const srcId = `${ns}_${ne}`; + if (graph.hasNode(srcId)) continue; + const g = geomByKey.get(srcId); + if (!g) { + throw new Error(`genAttributeDagView: missing layout for prompt node ${srcId}`); + } + const displayLabel = visualizeSpecialChars(attr.raw, { + spaceDotExceptBeforeAsciiLetterOrNumber: true, + }); + const srcNode: DagNode = { + id: srcId, + label: attr.raw, + step: -1, + start: ns, + end: ne, + x: g.originX, + y: g.originY, + nodeW: g.width * displayScale, + nodeH: g.height * displayScale, + displayLabel, + nativeTitleText: buildNodeNativeTitleText({ + displayLabel, + id: srcId, + step: -1, + }), + }; + graph.addNode(srcId, srcNode); + nodes.push(srcNode); + addedNodes.push(srcNode); + } + const firstNewIdx = nodes.length - addedNodes.length; + for (let i = 0; i < addedNodes.length; i++) { + const prevIdx = firstNewIdx + i - 1; + snapSubwordNode(addedNodes[i]!, prevIdx >= 0 ? nodes[prevIdx]! : null); + } + dagExcludeIntervals = collectGenAttrDagExcludeIntervals(promptText, promptText.length); + if (batchDepth === 0) syncGraphToSvg(); + } + + /** 将当前 `nodes` 映射为对齐层所需的最小区间信息（按插入序，align 内部会再按 start 排序）。 */ + function nodeIntervalsForAlign(): NodeInterval[] { + return nodes.map((n) => ({ id: n.id, start: n.start, end: n.end, label: n.label })); + } + + function update(step: TokenGenStep, excludeIntervalContext?: string): void { + const { context, token, response } = step; + if (!response.token_attribution || !token) return; + + const intervalCtx = excludeIntervalContext ?? step.context; + + const targetStart = context.length; + const targetEnd = context.length + token.length; + const targetId = `${targetStart}_${targetEnd}`; + if (graph.hasNode(targetId)) { + throw new Error( + `genAttributeDagView: unexpected duplicate target node id=${targetId} at stepProcessed=${stepProcessed} (same update() or out-of-order replay?)` + ); + } + const g = textMeasure.appendGeneratedToken(token, [targetStart, targetEnd]); + const displayLabel = visualizeSpecialChars(token, { + spaceDotExceptBeforeAsciiLetterOrNumber: true, + }); + const targetNode: DagNode = { + id: targetId, + label: token, + step: stepProcessed, + start: targetStart, + end: targetEnd, + x: g.originX, + y: g.originY, + nodeW: g.width * displayScale, + nodeH: g.height * displayScale, + displayLabel, + nativeTitleText: buildNodeNativeTitleText({ + displayLabel, + id: targetId, + step: stepProcessed, + }), + }; + graph.addNode(targetId, targetNode); + nodes.push(targetNode); + snapSubwordNode(targetNode, nodes.length >= 2 ? nodes[nodes.length - 2]! : null); + + // align → exclude → rank：Top-N / β / cumP 在节点语义上工作（合并型「如下」/ 拆分型等）。 + const pieces: PieceEntry[] = (response.token_attribution ?? []).map((t) => ({ + offset: t.offset as [number, number], + raw: t.raw, + score: t.score, + })); + const aggregated = alignAndAggregateByNode(pieces, nodeIntervalsForAlign(), { + step: stepProcessed, + targetToken: token, + }); + const afterExclude = excludeNodeAggregatedEntries(step, aggregated, excludeIntervalContext); + const selected = phase2RankAndSparsify(afterExclude); + + const massSum = selected.reduce((acc, t) => acc + Math.max(0, t.poolMassFrac), 0); + for (const item of selected) { + const srcId = item.nodeId; + if (!graph.hasNode(srcId)) { + throw new Error( + `genAttributeDagView: attribution nodeId ${srcId} has no graph node at stepProcessed=${stepProcessed} (align/DAG out of sync)` + ); + } + const share = massSum > 0 ? item.poolMassFrac / massSum : undefined; + const alignmentNote = + item.alignmentTooltipLines && item.alignmentTooltipLines.length > 0 + ? item.alignmentTooltipLines.join('\n\n') + : undefined; + if (graph.hasEdge(srcId, targetId)) { + throw new Error( + `genAttributeDagView: unexpected duplicate edge ${srcId} -> ${targetId} at stepProcessed=${stepProcessed} (duplicate nodeId in selected or repeat update?)` + ); + } + const edgeAttrs = { + strength: item.score, + scoreShare: share, + ...(alignmentNote ? { alignmentNote } : {}), + }; + graph.addEdge(srcId, targetId, edgeAttrs); + const srcAttrs = graph.getNodeAttributes(srcId) as DagNode; + const tgtAttrs = graph.getNodeAttributes(targetId) as DagNode; + links.push({ + source: srcId, + target: targetId, + ...edgeAttrs, + titleText: buildLinkTitleText(edgeAttrs, srcAttrs, tgtAttrs), + }); + } + + const excludeIntervals = collectGenAttrDagExcludeIntervals(intervalCtx, step.promptRegionEnd); + dagExcludeIntervals = excludeIntervals; + pruneDagLinksTouchingFullyExcludedNodes(graph, links, excludeIntervals); + + stepProcessed++; + // 每步生成后：默认焦点为本步新生成的 token（与悬浮同款高亮；有真实悬停时仍以 hoveredId 优先） + selectedId = targetId; + if (batchDepth === 0) { + syncGraphToSvg(); + // 生成 / 单步回放 / DAG 步进播放（均非批内）每步 `fitViewportToContent()`；其内部在 + // `layoutDirty` 时 no-op。整段批回放仅 `endBatch` → `syncGraphToSvg`，fit 由调用方或 RO。 + fitViewportToContent(); + } + } + + function reset(preserveUserViewport: boolean = false): void { + const wasLayoutDirty = layoutDirty; + clearGenAttributeDagAlignmentWarnDedupe(); + textMeasure.reset(); + graph.clear(); + nodes = []; + links = []; + stepProcessed = 0; + selectedId = null; + hoveredId = null; + linkMarkersDefs.selectAll('marker').remove(); + linkG.selectAll('*').remove(); + linkGFront.selectAll('*').remove(); + nodeG.selectAll('*').remove(); + dagExcludeIntervals = []; + linkSel = rootG + .selectAll<SVGGElement, DagLink>('g.gen-attr-dag-link') + .data<DagLink>([], dagLinkDataKey); + nodeSel = nodeG.selectAll<SVGGElement, DagNode>('g.gen-attr-dag-node').data<DagNode>([], (d) => d.id); + layoutDirty = preserveUserViewport ? wasLayoutDirty : false; + userDraggedNodes = false; + } + + function fitViewportToContent(force: boolean = false): void { + syncSvgSize(); + if (layoutDirty && !force) { + return; + } + const k0 = defaultDagZoomK(); + if (nodes.length === 0) { + applyInitialDagZoom(); + } else { + svg.call(zoomBehavior.transform, d3.zoomIdentity); + const b = rootG.node()!.getBBox(); + const bw = Math.max(b.width, 1e-6); + const bh = Math.max(b.height, 1e-6); + const pad = 12; + const { w, h } = stackLayoutViewportPx(stackEl); + const innerW = Math.max(w - 2 * pad, 1); + const innerH = Math.max(h - 2 * pad, 1); + const kRaw = Math.min(innerW / bw, innerH / bh); + const k = Math.min(Number.isFinite(kRaw) && kRaw > 0 ? kRaw : k0, k0); + const tx = pad * 2 - k * b.x; + const ty = pad - k * b.y; + svg.call(zoomBehavior.transform, d3.zoomIdentity.translate(tx, ty).scale(k)); + } + // 任何成功 fit（含 RO 自动 fit、refresh）都回到默认视图语义，下个 dirty 周期重新起算。 + layoutDirty = false; + userDraggedNodes = false; + } + + /** + * 所有「容器尺寸变化」的统一入口：窗口 resize / 右栏宽度变化 / 全屏进出 / 新节点撑高测量层。 + * - 批量回放期间（`batchDepth > 0`）中间帧不可见，跳过 + * - 有图时走 `fitViewportToContent`：`layoutDirty` 时只 `syncSvgSize`、不改 pan/zoom；否则自动 fit + */ + const ro = new ResizeObserver(() => { + if (batchDepth > 0) return; + // 有图时交 `fitViewportToContent`：内部在 `layoutDirty` 时只 `syncSvgSize`；空图时勿走 fit（与 + // 旧行为一致，避免对空图在 RO 上反复 `applyInitialDagZoom`） + if (nodes.length > 0) { + fitViewportToContent(); + } else { + syncSvgSize(); + } + }); + ro.observe(stackEl); + + let dagPlaybackPlaying = false; + const playBtn = resultsRoot + .append('button') + .attr('type', 'button') + .attr('class', 'refresh-btn gen-attr-dag-play') + .attr('title', 'Play') + .text('▶') + .style('display', onDagPlaybackToggle ? null : 'none') + .on('click', (event) => { + event.stopPropagation(); + if (!onDagPlaybackToggle) return; + onDagPlaybackToggle(!dagPlaybackPlaying); + }); + + function setDagPlaybackPlaying(playing: boolean): void { + dagPlaybackPlaying = playing; + playBtn.text(playing ? '⏸' : '▶').attr('title', playing ? 'Pause' : 'Play'); + } + + const fullscreenBtn = resultsRoot + .append('button') + .attr('type', 'button') + .attr('class', 'refresh-btn gen-attr-dag-fullscreen') + .attr('title', 'Fullscreen') + .text('⛶'); + + // 全屏：以 Fullscreen API 为主；伪全屏仅作浏览器不支持时的降级（详见 genAttributeDagFullscreenWorkaround.ts） + + function updateFullscreenBtnIcon(): void { + const active = dagResultsSurfaceFullscreenExpanded(rootEl); + fullscreenBtn.text(active ? '×' : '⛶').attr('title', active ? 'Exit fullscreen' : 'Fullscreen'); + } + + function refreshFullscreenChrome(): void { + updateFullscreenBtnIcon(); + syncSvgSize(); + } + + fullscreenBtn.on('click', (event) => { + event.stopPropagation(); + void (async (): Promise<void> => { + await runDagFullscreenToggleWithPseudoWorkaround({ + rootEl, + onNativeExitFailure: reportFullscreenFailure, + }); + refreshFullscreenChrome(); + })(); + }); + + // 原生全屏与伪全屏（降级）共用同一刷新函数：按钮态 + SVG 尺寸 + document.addEventListener('fullscreenchange', refreshFullscreenChrome); + document.addEventListener(CSS_PSEUDO_FULLSCREEN_CHANGE_EVENT, refreshFullscreenChrome); + + resultsRoot + .append('button') + .attr('type', 'button') + .attr('class', 'refresh-btn gen-attr-dag-refresh') + .attr('title', 'Refresh') + .text('↻') + .on('click', (event) => { + event.stopPropagation(); + // 刷新语义： + // clean → fit + // dirty 且仅 pan/zoom（未拖节点）→ 回放 + fit + // dirty 且拖过节点 → 回放恢复节点几何 + 保留 pan/zoom + // `reset()` 会清 `layoutDirty`/`userDraggedNodes`，而回放后 RO 还会异步触发一次（测量层增长）； + // 为让那次 RO tick 不踩 dirty 决策，在 `reset` 前保存 wasDirty / wasNodeDragged。 + const wasDirty = layoutDirty; + const wasNodeDragged = userDraggedNodes; + const shouldFit = !wasDirty || !wasNodeDragged; + reset(); + onDagRefresh?.(); + if (shouldFit) { + fitViewportToContent(true); + } else { + layoutDirty = true; + } + // 重放每步仍会在 `update` 内选中末步节点；生成结束无 onComplete，此处统一清选中 + clearNodeSelection(); + }); + + syncSvgSize(); + + function detach(): void { + detachDagPseudoFullscreenIfPresent(rootEl); + ro.disconnect(); + document.removeEventListener('fullscreenchange', refreshFullscreenChrome); + document.removeEventListener(CSS_PSEUDO_FULLSCREEN_CHANGE_EVENT, refreshFullscreenChrome); + resultsRoot + .selectAll( + '.gen-attr-dag-stack, button.gen-attr-dag-refresh, button.gen-attr-dag-play, button.gen-attr-dag-fullscreen' + ) + .remove(); + detachGenAttributeDagPanel.delete(rootEl); + } + + detachGenAttributeDagPanel.set(rootEl, detach); + + return { + setPromptTokenSpans, + update, + beginBatch, + endBatch, + isBatching, + reset, + fitViewportToContent, + clearNodeSelection, + setDagPlaybackPlaying, + setMeasureWidthPx, + detach, + }; +} diff --git a/client/src/ts/attribution/predictionAttributeClient.ts b/client/src/ts/attribution/predictionAttributeClient.ts new file mode 100644 index 0000000000000000000000000000000000000000..bfc70f96837da7456d3cfe036a17d7987df5d2f2 --- /dev/null +++ b/client/src/ts/attribution/predictionAttributeClient.ts @@ -0,0 +1,78 @@ +/** + * /api/prediction-attribute：统一请求、JSON 解析与归因结果缓存写入。 + * 命中缓存与 MRU 规则见 {@link ./attributionResultCache}。 + */ +import type { AttributionApiResponse, PredictionAttributeModelVariant } from './attributionResultCache'; +import { + entryKey, + removeCachedEntryByContentKey, + save, + takeSuccessfulAttributionFromCache, +} from './attributionResultCache'; + +const JSON_ERROR_SNIPPET_MAX = 160; + +export async function fetchPredictionAttribute( + apiBaseForRequests: string, + context: string, + targetPrediction: string | null, + model: PredictionAttributeModelVariant +): Promise<AttributionApiResponse> { + const bodyObj: Record<string, unknown> = { context, model }; + if (targetPrediction !== null) { + bodyObj.target_prediction = targetPrediction; + } + const res = await fetch(`${apiBaseForRequests}/api/prediction-attribute`, { + method: 'POST', + headers: { 'Content-Type': 'application/json' }, + body: JSON.stringify(bodyObj), + }); + const text = await res.text(); + let json: AttributionApiResponse & { message?: string }; + try { + json = JSON.parse(text) as AttributionApiResponse & { message?: string }; + } catch { + const snippet = + text.slice(0, JSON_ERROR_SNIPPET_MAX) + (text.length > JSON_ERROR_SNIPPET_MAX ? '…' : ''); + throw new Error( + `Response is not JSON (HTTP ${res.status}). Gateway or proxy may have returned HTML: ${snippet}` + ); + } + if (!res.ok) { + throw new Error(json.message ?? `HTTP ${res.status}`); + } + if (!json.success) { + throw new Error(json.message ?? `Request failed (HTTP ${res.status})`); + } + return json; +} + +export type LoadPredictionAttributeWithCacheOptions = { + apiBaseForRequests: string; + context: string; + targetPrediction: string; + model: PredictionAttributeModelVariant; + /** 与归因页「Force retry」一致：先按 entry 删缓存再请求 */ + forceRefresh?: boolean; +}; + +/** + * 未强制刷新时：命中成功缓存则 touch 后返回；否则请求并 save。 + */ +export async function loadPredictionAttributeWithCache( + options: LoadPredictionAttributeWithCacheOptions +): Promise<AttributionApiResponse> { + const { apiBaseForRequests, context, targetPrediction, model, forceRefresh } = options; + if (forceRefresh) { + await removeCachedEntryByContentKey(entryKey(context, targetPrediction)); + } + if (!forceRefresh) { + const hit = await takeSuccessfulAttributionFromCache(context, targetPrediction); + if (hit) { + return hit; + } + } + const json = await fetchPredictionAttribute(apiBaseForRequests, context, targetPrediction, model); + await save({ context, targetPrediction }, json, 'complete'); + return json; +} diff --git a/client/src/ts/attribution/semanticDebugInfo.ts b/client/src/ts/attribution/semanticDebugInfo.ts new file mode 100644 index 0000000000000000000000000000000000000000..cb9b6f78e2e58aa39cbb1aec70227216c0629319 --- /dev/null +++ b/client/src/ts/attribution/semanticDebugInfo.ts @@ -0,0 +1,107 @@ +/** + * 语义分析 / 归因页复用：abbrev + topk 条形图（与 Tooltip 一致）。 + * 归因页的 target token/prob 由 text-layer 内 ghost pill 展示；此处仍接收 target 仅用于 top-k 排序与高亮。 + */ +import { escapeHtml } from '../utils/tokenDisplayUtils'; +import { + prepareTopkDisplayRows, + renderTopkChartFullHtml, + topkDisplaySelection, +} from '../utils/topkChartUtils'; + +export type SemanticDebugInfoPayload = { + abbrev?: string; + topk_tokens?: string[]; + topk_probs?: number[]; +}; + +/** 归因：与 ghost pill 同源，仅用于 top-k 行序与条形图选中态 */ +export type AttributionTarget = { + token?: string; + prob?: number | null; +}; + +export type BuildSemanticDebugInfoOptions = { + omitAbbrev?: boolean; + attributionTarget?: AttributionTarget; +}; + +/** + * 生成 `.semantic-debug-info` 内部 HTML（abbrev 可选；有 topk 时含图表）。 + */ +export function buildSemanticDebugInfoHtml( + abbrev: string | undefined, + top10: Array<{ token: string; prob: number }> | undefined, + options?: BuildSemanticDebugInfoOptions +): string { + const showAbbrev = !options?.omitAbbrev && !!abbrev; + if (!showAbbrev && !top10?.length) { + return ''; + } + const parts: string[] = []; + if (showAbbrev && abbrev) { + parts.push(`<div class="semantic-debug-abbrev"><pre>${escapeHtml(abbrev)}</pre></div>`); + } + if (top10?.length) { + const at = options?.attributionTarget; + const tok = at?.token; + const chartOpts = + tok !== undefined && tok !== '' + ? { + selectedToken: tok, + ...(at?.prob != null && Number.isFinite(at.prob) ? { selectedProb: at.prob } : {}), + } + : undefined; + parts.push(renderTopkChartFullHtml(top10, chartOpts)); + } + return parts.join(''); +} + +export function debugInfoToTop10( + di: SemanticDebugInfoPayload | undefined +): Array<{ token: string; prob: number }> | undefined { + if (!di?.topk_tokens?.length || !di?.topk_probs?.length) return undefined; + return di.topk_tokens.map((token, i) => ({ token, prob: di.topk_probs![i] ?? 0 })); +} + +/** + * 在 `#${parentId}` 内挂载或更新单个 `.semantic-debug-info` 面板（语义分析与归因共用）。 + */ +export function applySemanticDebugInfoPanel( + parentId: string, + panelElementId: string, + args: { + debugInfo?: SemanticDebugInfoPayload; + /** 与 `args.debugInfo.abbrev` 同时传入时以此处为准 */ + abbrev?: string; + omitAbbrev?: boolean; + attributionTarget?: AttributionTarget; + } +): void { + const parent = document.getElementById(parentId); + if (!parent) return; + let el = document.getElementById(panelElementId); + if (!el) { + el = document.createElement('div'); + el.id = panelElementId; + el.className = 'semantic-debug-info'; + parent.appendChild(el); + } + const abbrev = args.abbrev ?? args.debugInfo?.abbrev; + let top10 = debugInfoToTop10(args.debugInfo); + const selection = topkDisplaySelection(args.attributionTarget?.token, args.attributionTarget?.prob); + if (top10?.length) { + top10 = prepareTopkDisplayRows(top10, selection); + } + const inner = buildSemanticDebugInfoHtml(abbrev, top10, { + omitAbbrev: args.omitAbbrev, + attributionTarget: args.attributionTarget, + }); + if (!inner) { + el.style.display = 'none'; + el.innerHTML = ''; + return; + } + el.style.display = 'block'; + el.innerHTML = inner; +} diff --git a/client/src/ts/attribution/tokenGenAttributionRunner.ts b/client/src/ts/attribution/tokenGenAttributionRunner.ts new file mode 100644 index 0000000000000000000000000000000000000000..671f7bc5da9dd83c78efbbe772bbef557a6a380b --- /dev/null +++ b/client/src/ts/attribution/tokenGenAttributionRunner.ts @@ -0,0 +1,142 @@ +/** + * 逐 token 生成归因：基于 /api/prediction-attribute (top-1 模式) 的贪心解码循环。 + * 每次 API 调用 = 一次前向 pass（贪心解码一个 token）+ 对该 token 的完整归因。 + */ +import type { AttributionApiResponse, PredictionAttributeModelVariant } from './attributionResultCache'; +import type { CompletionFinishReason } from '../utils/generationEndReasonLabel'; +import { fetchPredictionAttribute } from './predictionAttributeClient'; + +export type TokenGenStep = { + /** 本步归因所用的 context（不含新 token） */ + context: string; + /** + * 静态初始 prompt 在 `context` 中的 exclusive 结尾下标；`context.slice(0, promptRegionEnd)` 为不含已生成后缀的 prompt。 + */ + promptRegionEnd: number; + response: AttributionApiResponse; + /** 本步生成的 token 字符串（即 response.target_token） */ + token: string; + /** 目前已累积的全部生成文本（含本步 token） */ + currentText: string; +}; + +export type TokenGenAttributionOptions = { + initialContext: string; + apiPrefix: string; + model: PredictionAttributeModelVariant; + /** 最大生成 token 数，默认 200 */ + maxTokens?: number; + /** 每生成一个 token 后的回调；`stepIndex` 从 0 起，与 {@link TokenGenAttributionHandle.getAllSteps} 下标一致 */ + onStep: (step: TokenGenStep, stepIndex: number) => void; + onComplete: (reason: CompletionFinishReason) => void; + onError: (err: Error) => void; +}; + +export type TokenGenAttributionHandle = { + abort(): void; + getStep(idx: number): TokenGenStep | undefined; + getAllSteps(): TokenGenStep[]; + /** 已生成的 token 总数（含进行中步骤） */ + readonly tokenCount: number; +}; + +export function startTokenGenAttribution(opts: TokenGenAttributionOptions): TokenGenAttributionHandle { + const { initialContext, apiPrefix, model, maxTokens = 200 } = opts; + const promptRegionEnd = initialContext.length; + let aborted = false; + let generatedText = ''; + const steps: TokenGenStep[] = []; + + const loop = async (): Promise<void> => { + while (true) { + if (aborted) { + opts.onComplete('abort'); + return; + } + if (steps.length >= maxTokens) { + opts.onComplete('length'); + return; + } + + const context = initialContext + generatedText; + let response: AttributionApiResponse; + try { + // target_prediction 传 null → 服务端 top-1 贪心解码 + response = await fetchPredictionAttribute(apiPrefix, context, null, model); + } catch (err) { + const error = err instanceof Error ? err : new Error(String(err)); + opts.onError(error); + opts.onComplete('error'); + return; + } + + if (aborted) { + opts.onComplete('abort'); + return; + } + + const token = response.target_token ?? ''; + generatedText += token; + + const step: TokenGenStep = { + context, + promptRegionEnd, + response, + token, + currentText: generatedText, + }; + const stepIndex = steps.length; + steps.push(step); + + try { + opts.onStep(step, stepIndex); + } catch (err) { + const error = err instanceof Error ? err : new Error(String(err)); + opts.onError(error); + opts.onComplete('error'); + return; + } + + if (!token || response.is_eos) { + opts.onComplete('stop'); + return; + } + } + }; + + void loop(); + + return { + abort() { + aborted = true; + }, + getStep(idx) { + return steps[idx]; + }, + getAllSteps() { + return steps.slice(); + }, + get tokenCount() { + return steps.length; + }, + }; +} + +/** Hydrate a read-only handle for DAG refresh / exclude replay（顺序即步序）。 */ +export function createHydratedTokenGenHandle(frozenSteps: TokenGenStep[]): TokenGenAttributionHandle { + const steps = frozenSteps.slice(); + return { + abort() { + /* no-op */ + }, + getStep(idx) { + return steps[idx]; + }, + getAllSteps() { + return steps.slice(); + }, + get tokenCount() { + return steps.length; + }, + }; +} diff --git a/client/src/ts/chat.ts b/client/src/ts/chat.ts new file mode 100644 index 0000000000000000000000000000000000000000..4fd0e5024144d315c60792c4f733d521140631b0 --- /dev/null +++ b/client/src/ts/chat.ts @@ -0,0 +1,703 @@ +import * as d3 from 'd3'; +import './utils/d3-polyfill'; +import '../css/start.scss'; +import '../css/chat.scss'; + +import { initThemeManager } from './ui/theme'; +import { initLanguageManager } from './ui/language'; +import { initI18n, tr } from './lang/i18n-lite'; +import { AdminManager } from './utils/adminManager'; +import { SettingsMenuManager } from './utils/settingsMenuManager'; +import { initCachedHistoryQueryDropdown, type CachedHistorySelectContext } from './utils/cachedHistoryUi'; +import { initChatPanelLayout } from './chat/chatPanelLayout'; +import { TextInputController } from './controllers/textInputController'; +import { initializeCommonApp } from './appInitializer'; +import { showAlertDialog } from './ui/dialog'; +import URLHandler from './utils/URLHandler'; +import { ToolTip } from './vis/ToolTip'; +import { GLTR_HoverEvent, GLTR_Mode, GLTR_Text_Box } from './vis/GLTR_Text_Box'; +import { + postCompletions, + postCompletionsPrompt, + postCompletionsStop, + type OpenAICompletionsResponse +} from './api/completionsClient'; +import { translateApiErrorMessage } from './utils/errorUtils'; +import { + buildCompletionDisplayResult, + CHAT_DEFAULT_COMPLETION_MODEL +} from './chat/buildCompletionDisplayResult'; +import { completionFinishReasonLabel } from './utils/generationEndReasonLabel'; +import { addDigitsMergeRenderListener } from './utils/digitsMergeManager'; +import { + CHAT_RAW_INPUT_HISTORY_KEY, + CHAT_SYSTEM_INPUT_HISTORY_KEY, + CHAT_USER_INPUT_HISTORY_KEY, + initQueryHistoryDropdown, + saveHistory +} from './utils/queryHistory'; +import { + buildCachedContentUrlParam, + getCachedEntryByContentKey, + listCachedHistoryRows, + removeCachedEntryByContentKey, + touchCachedEntryByContentKey, + type CompletionCachedEntry, + type CompletionResultCacheKey, +} from './utils/completionResultCache'; +import { + DEFAULT_CONTENT_URL_PARAM, + readContentUrlParam, + replaceContentUrlParam, + runContentUrlHydrate, +} from './utils/contentUrl'; +import { CHAT_SURPRISAL_COLOR_MAP_MAX } from './utils/SurprisalColorConfig'; +import { updateChatCompletionMetrics } from './utils/textMetricsUpdater'; +import { + readSkipChatTemplateFromStorage, + writeSkipChatTemplateToStorage, +} from './utils/chatPromptTemplateMode'; +import { createToast } from './ui/toast'; +import { initDensityAttributionSidebar } from './attribution/densityAttributionSidebar'; +import { syncDraftCommittedButtonPair } from './utils/syncDraftCommittedButtonPair'; + +// 与首页一致：默认隐藏 Ask 旁的小菊花，仅在请求进行中再显示 +d3.selectAll('.loadersmall').style('display', 'none'); + +initI18n(); + +const showToast = createToast('#toast').show; + +const apiPrefix = URLHandler.parameters['api'] || ''; +const bodyElement = d3.select('body').node() as Element; +const { eventHandler, totalSurprisalFormat, api } = initializeCommonApp(apiPrefix, bodyElement); + +const adminManager = AdminManager.getInstance(); +api.setAdminToken(adminManager.isInAdminMode() ? adminManager.getAdminToken() : null); + +const textField = d3.select('#test_text'); +const textCountValue = d3.select('#text_count_value'); +const chatSystemTextField = d3.select('#chat_system_text'); +const chatSystemTextCountValue = d3.select('#chat_system_text_count_value'); +const chatUserTextField = d3.select('#chat_user_text'); +const chatUserTextCountValue = d3.select('#chat_user_text_count_value'); +const metricUsage = d3.select('#metric_usage'); +const metricModel = d3.select('#metric_model'); +const chatCompleteReasonEl = d3.select('#chat_complete_reason'); +const clearBtn = d3.select('#clear_text_btn'); +const chatSystemClearBtn = d3.select('#chat_system_clear_text_btn'); +const chatUserClearBtn = d3.select('#chat_user_clear_text_btn'); +const submitBtn = d3.select('#submit_text_btn'); +const forceRetryBtn = d3.select('#force_retry_btn'); +const pasteBtn = d3.select('#paste_text_btn'); +const chatSystemPasteBtn = d3.select('#chat_system_paste_text_btn'); +const chatUserPasteBtn = d3.select('#chat_user_paste_text_btn'); +const rawInputHistoryBtn = document.getElementById('chat_raw_input_history_btn'); +const chatSystemHistoryBtn = document.getElementById('chat_system_prompt_history_btn'); +const chatUserHistoryBtn = document.getElementById('chat_user_prompt_history_btn'); +const maxNewTokensInput = document.getElementById( + 'chat_max_new_tokens' +) as HTMLInputElement | null; +const loaderSmall = d3.select('.loadersmall'); + +const rawInputPanel = document.getElementById('raw_input_panel'); +const chatInputPanel = document.getElementById('chat_input_panel'); + +const skipChatTemplateInput = document.getElementById( + 'chat_skip_chat_template' +) as HTMLInputElement | null; +const chatUseSystemPromptInput = document.getElementById( + 'chat_use_system_prompt' +) as HTMLInputElement | null; +const chatSystemPromptPanel = document.getElementById('chat_system_prompt_panel'); + +function isSkipChatTemplate(): boolean { + return skipChatTemplateInput?.checked ?? false; +} + +function isChatUseSystemPrompt(): boolean { + return chatUseSystemPromptInput?.checked ?? true; +} + +function syncChatSystemPromptSuppressedUi(): void { + const on = isChatUseSystemPrompt(); + chatSystemPromptPanel?.classList.toggle('chat-system-prompt-suppressed', !on); + const ta = chatSystemTextField.node() as HTMLTextAreaElement | null; + if (ta) { + ta.disabled = !on; + } + const dis = !on; + chatSystemClearBtn.property('disabled', dis); + chatSystemPasteBtn.property('disabled', dis); + if (chatSystemHistoryBtn instanceof HTMLButtonElement) { + chatSystemHistoryBtn.disabled = dis; + } +} + +function syncPromptPanelVisibility(): void { + const skip = isSkipChatTemplate(); + if (rawInputPanel) rawInputPanel.hidden = !skip; + if (chatInputPanel) chatInputPanel.hidden = skip; +} + +const chatRightStack = d3.select('.chat-right-stack'); +const chatPromptUsedEl = d3.select('#chat_prompt_used'); +const chatStreamingPreviewEl = d3.select('#chat_streaming_preview'); + +async function copyChatFullText(): Promise<void> { + const pu = document.getElementById('chat_prompt_used'); + const prompt = + pu && !pu.hasAttribute('hidden') ? (pu.textContent ?? '') : ''; + const layer = document.querySelector('#results .text-layer'); + const generated = layer?.textContent ?? ''; + const text = prompt + generated; + if (!text) { + showToast('Nothing to copy', 'error'); + return; + } + try { + await navigator.clipboard.writeText(text); + showToast('Copied to clipboard', 'success'); + } catch { + showToast('Failed to copy to clipboard', 'error'); + } +} + +new TextInputController({ + textField, + textCountValue, + clearBtn, + submitBtn, + saveBtn: forceRetryBtn, + pasteBtn, + totalSurprisalFormat, + showAlertDialog +}); + +new TextInputController({ + textField: chatSystemTextField, + textCountValue: chatSystemTextCountValue, + clearBtn: chatSystemClearBtn, + submitBtn, + saveBtn: forceRetryBtn, + pasteBtn: chatSystemPasteBtn, + totalSurprisalFormat, + showAlertDialog +}); + +new TextInputController({ + textField: chatUserTextField, + textCountValue: chatUserTextCountValue, + clearBtn: chatUserClearBtn, + submitBtn, + saveBtn: forceRetryBtn, + pasteBtn: chatUserPasteBtn, + totalSurprisalFormat, + showAlertDialog +}); + +const toolTip = new ToolTip(d3.select('#major_tooltip'), eventHandler, { + surprisalRowLabel: tr('log perplexity:') +}); + +const lmf = new GLTR_Text_Box(d3.select('#results'), eventHandler); +lmf.updateOptions( + { + gltrMode: GLTR_Mode.fract_p, + enableRenderAnimation: false, + enableMinimap: false, + overlayTokenRenderStyle: 'classic', + overlayIgnoreGlobalInfoDensityDisable: true, + surprisalColorMax: CHAT_SURPRISAL_COLOR_MAP_MAX + }, + true +); + +eventHandler.bind(GLTR_Text_Box.events.tokenHovered, (ev: GLTR_HoverEvent) => { + if (ev.hovered) { + toolTip.updateData(ev.d, ev.event); + } else { + toolTip.visibility = false; + } +}); + +d3.select('body').on('touchstart', () => { + toolTip.hideAndReset(); +}); + +const modelParam = URLHandler.parameters['model']; +const completionModel = + typeof modelParam === 'string' && modelParam.length > 0 + ? modelParam + : CHAT_DEFAULT_COMPLETION_MODEL; + +let askAbort: AbortController | null = null; +let askInFlight = false; +let currentPromptUsed = ''; + +/** 流式预览 DOM 刷新最短间隔（毫秒），短于此间隔则跳过本次刷新（末条 stream_end 仍强制刷新） */ +const STREAMING_PREVIEW_MIN_INTERVAL_MS = 10; + +/** 上次 flushStreamingPreview 的时间戳；新请求置 0 使首包必刷 */ +let streamingPreviewLastFlush = 0; + +/** 最近一次成功续写结果，供 digit merge 等设置变更时重算渲染 */ +let lastCompletionForRerender: { + res: OpenAICompletionsResponse; + promptUsed: string; +} | null = null; + +/** 右侧已展示结果对应的左侧输入快照（与 Context Attribution 页 lastCommittedInputs 同类） */ +type ChatCommittedFingerprint = + | { skipTemplate: true; raw: string; maxTokens: string } + | { + skipTemplate: false; + user: string; + system: string; + useSystem: boolean; + maxTokens: string; + }; + +let lastCommittedFingerprint: ChatCommittedFingerprint | null = null; + +function getCurrentFingerprint(): ChatCommittedFingerprint { + const maxTokens = maxNewTokensInput?.value ?? ''; + if (isSkipChatTemplate()) { + return { + skipTemplate: true, + raw: (textField.node() as HTMLTextAreaElement | null)?.value ?? '', + maxTokens, + }; + } + return { + skipTemplate: false, + user: (chatUserTextField.node() as HTMLTextAreaElement | null)?.value ?? '', + system: (chatSystemTextField.node() as HTMLTextAreaElement | null)?.value ?? '', + useSystem: isChatUseSystemPrompt(), + maxTokens, + }; +} + +function fingerprintsEqual(a: ChatCommittedFingerprint, b: ChatCommittedFingerprint): boolean { + if (a.skipTemplate && b.skipTemplate) { + return a.raw === b.raw && a.maxTokens === b.maxTokens; + } + if (!a.skipTemplate && !b.skipTemplate) { + const ta = a as Extract<ChatCommittedFingerprint, { skipTemplate: false }>; + const tb = b as Extract<ChatCommittedFingerprint, { skipTemplate: false }>; + return ( + ta.user === tb.user && + ta.system === tb.system && + ta.useSystem === tb.useSystem && + ta.maxTokens === tb.maxTokens + ); + } + return false; +} + +function syncAskButtonState(): void { + const fp = getCurrentFingerprint(); + const idleInputsReady = 'raw' in fp ? fp.raw.length > 0 : fp.user.length > 0; + const hasUncommittedDraft = + lastCommittedFingerprint === null || + !fingerprintsEqual(lastCommittedFingerprint, fp); + syncDraftCommittedButtonPair({ + primaryBtn: submitBtn, + forceRetryBtn, + inFlight: askInFlight, + primaryInFlightMode: 'stop', + primaryInFlightLabel: tr('Stop'), + primaryIdleLabel: tr('Ask'), + idleInputsReady, + hasUncommittedDraft, + }); +} + +/** 与 Ask 成功末尾一致：用 completions 响应更新右侧可视化（不发起请求、不改左侧输入） */ +function applyCompletionResponseToUi(res: OpenAICompletionsResponse, promptUsed: string): void { + currentPromptUsed = promptUsed; + lastCompletionForRerender = { res, promptUsed }; + streamingPreviewLastFlush = 0; + chatStreamingPreviewEl.text('').attr('hidden', 'true'); + chatPromptUsedEl.text(promptUsed).attr('hidden', null); + const finalText = res.choices?.[0]?.text; + if (typeof finalText !== 'string') { + throw new Error('续写响应缺少 choices[0].text'); + } + const display = buildCompletionDisplayResult( + finalText, + res.model, + res.info_radar?.bpe_strings ?? null + ); + lmf.update(display); + updateChatCompletionMetrics(metricUsage, metricModel, res.model ?? null, res.usage ?? null); + chatCompleteReasonEl.text(completionFinishReasonLabel(res.choices?.[0]?.finish_reason)); + replaceContentUrlParam(buildCachedContentUrlParam(promptUsed), DEFAULT_CONTENT_URL_PARAM, 'chat'); + lastCommittedFingerprint = getCurrentFingerprint(); + syncAskButtonState(); +} + +addDigitsMergeRenderListener(() => { + if (!lastCompletionForRerender) return; + const { res, promptUsed } = lastCompletionForRerender; + applyCompletionResponseToUi(res, promptUsed); +}); + +const themeManager = initThemeManager( + { + onThemeChange: () => { + if (lastCompletionForRerender) { + const { res, promptUsed } = lastCompletionForRerender; + applyCompletionResponseToUi(res, promptUsed); + } else { + lmf.reRenderCurrent(); + } + }, + }, + '#theme_dropdown' +); + +const languageManager = initLanguageManager({}, '#language_dropdown'); + +void new SettingsMenuManager( + '#settings_btn', + '#settings_menu', + '#admin_mode_btn', + adminManager, + api, + undefined, + undefined, + themeManager, + languageManager, + 'common' +); + +const flushStreamingPreview = (text: string, streamEnd: boolean): void => { + if ( + !streamEnd && + Date.now() - streamingPreviewLastFlush < STREAMING_PREVIEW_MIN_INTERVAL_MS + ) { + return; + } + chatStreamingPreviewEl.text(text).attr('hidden', null); + streamingPreviewLastFlush = Date.now(); +}; + +const getActivePromptValue = (): string => { + if (isSkipChatTemplate()) { + return (textField.node() as HTMLTextAreaElement | null)?.value ?? ''; + } + return (chatUserTextField.node() as HTMLTextAreaElement | null)?.value ?? ''; +}; + +/** 空白 = 不限制（用尽剩余上下文）；否则须为正整数。 */ +function parseOptionalMaxNewTokens(raw: string): number | undefined { + const t = raw.trim(); + if (t === '') return undefined; + if (!/^\d+$/.test(t)) { + throw new Error(tr('Max new tokens must be a positive integer or empty')); + } + const n = parseInt(t, 10); + if (n <= 0) { + throw new Error(tr('Max new tokens must be a positive integer or empty')); + } + return n; +} + +const setAskLoading = (loading: boolean): void => { + askInFlight = loading; + loaderSmall.style('display', loading ? null : 'none'); + chatRightStack.classed('chat-ask-in-flight', loading); + if (loading) { + lastCompletionForRerender = null; + streamingPreviewLastFlush = 0; + chatPromptUsedEl.text('').attr('hidden', 'true'); + chatStreamingPreviewEl.text('').attr('hidden', 'true'); + chatCompleteReasonEl.text(''); + // 新请求开始即清空主可视化，避免仍显示上一轮结果 + lmf.update(buildCompletionDisplayResult('', completionModel, null)); + } + syncAskButtonState(); +}; + +const runAsk = async (options?: { forceRefresh?: boolean }): Promise<void> => { + const prompt = getActivePromptValue(); + if (askInFlight || prompt.length === 0) return; + const forceRefresh = options?.forceRefresh === true; + + let maxTokensOpt: number | undefined; + try { + maxTokensOpt = parseOptionalMaxNewTokens(maxNewTokensInput?.value ?? ''); + } catch (e: unknown) { + const msg = e instanceof Error ? e.message : String(e); + showAlertDialog(tr('LLM Raw Chat'), translateApiErrorMessage(msg)); + return; + } + + askAbort?.abort(); + askAbort = new AbortController(); + setAskLoading(true); + + try { + let streamedText = ''; + const skipTemplate = skipChatTemplateInput?.checked ?? false; + + let modelPrompt: string; + if (skipTemplate) { + modelPrompt = prompt; + chatPromptUsedEl.text(prompt).attr('hidden', null); + } else { + const useSystem = isChatUseSystemPrompt(); + const systemRaw = + (chatSystemTextField.node() as HTMLTextAreaElement | null)?.value ?? ''; + const promptReq: { model: string; prompt: string; system?: string } = { + model: completionModel, + prompt + }; + if (useSystem) { + promptReq.system = systemRaw; + } + const assembled = await postCompletionsPrompt(promptReq, { + signal: askAbort.signal + }); + modelPrompt = assembled.prompt_used; + chatPromptUsedEl.text(modelPrompt).attr('hidden', null); + } + + if (skipTemplate) { + saveHistory(prompt, CHAT_RAW_INPUT_HISTORY_KEY); + } else { + saveHistory(prompt, CHAT_USER_INPUT_HISTORY_KEY); + if (isChatUseSystemPrompt()) { + const systemForHistory = + (chatSystemTextField.node() as HTMLTextAreaElement | null)?.value ?? ''; + if (systemForHistory.length > 0) { + saveHistory(systemForHistory, CHAT_SYSTEM_INPUT_HISTORY_KEY); + } + } + } + + const cacheKey: CompletionResultCacheKey = { prompt: modelPrompt }; + + const res = await postCompletions( + { + model: completionModel, + prompt: modelPrompt, + ...(maxTokensOpt !== undefined ? { max_tokens: maxTokensOpt } : {}) + }, + { + signal: askAbort.signal, + cacheKey, + forceRefresh, + onDelta: (chunk, streamEnd) => { + streamedText += chunk; + flushStreamingPreview(streamedText, streamEnd); + } + } + ); + const finalText = res.choices?.[0]?.text; + if (typeof finalText !== 'string') { + throw new Error('Completion response missing choices[0].text'); + } + // Stop 后服务端仍可能省略尾部若干 delta（见 completions stream_delta 在 cancel 后直接 return）， + // 最终以 result 为准；仅拒绝明显不一致。 + if (finalText !== streamedText && !finalText.startsWith(streamedText)) { + throw new Error( + 'Streaming deltas do not match final text (retry or report): ' + + `delta_len=${streamedText.length}, final_len=${finalText.length}` + ); + } + applyCompletionResponseToUi(res, modelPrompt); + } catch (err: unknown) { + if ( + err && + typeof err === 'object' && + 'name' in err && + (err as { name: string }).name === 'AbortError' + ) { + return; + } + const msg = err instanceof Error ? err.message : String(err); + showAlertDialog(tr('LLM Raw Chat'), translateApiErrorMessage(msg)); + } finally { + streamingPreviewLastFlush = 0; + setAskLoading(false); + } +}; + +if (skipChatTemplateInput) { + skipChatTemplateInput.checked = readSkipChatTemplateFromStorage(); + skipChatTemplateInput.addEventListener('change', () => { + writeSkipChatTemplateToStorage(skipChatTemplateInput.checked); + syncPromptPanelVisibility(); + syncChatSystemPromptSuppressedUi(); + syncAskButtonState(); + }); +} +syncPromptPanelVisibility(); +syncChatSystemPromptSuppressedUi(); +chatUseSystemPromptInput?.addEventListener('change', () => { + syncChatSystemPromptSuppressedUi(); + syncAskButtonState(); +}); +syncAskButtonState(); + +const promptTextarea = textField.node() as HTMLTextAreaElement | null; +const chatSystemPromptTextarea = chatSystemTextField.node() as HTMLTextAreaElement | null; +const chatUserPromptTextarea = chatUserTextField.node() as HTMLTextAreaElement | null; +if (promptTextarea) { + promptTextarea.addEventListener('input', () => { + syncAskButtonState(); + }); +} +if (chatUserPromptTextarea) { + chatUserPromptTextarea.addEventListener('input', () => { + syncAskButtonState(); + }); +} +if (chatSystemPromptTextarea) { + chatSystemPromptTextarea.addEventListener('input', () => { + syncAskButtonState(); + }); +} +maxNewTokensInput?.addEventListener('input', () => { + syncAskButtonState(); +}); + +async function restoreChatFromCachedPrompt( + contentKey: string, + options: { + shouldTouch: boolean; + ctx?: CachedHistorySelectContext; + syncPromptToTextField: boolean; + cached?: CompletionCachedEntry; + } +): Promise<void> { + const entry = options.cached ?? (await getCachedEntryByContentKey(contentKey)); + if (!entry) { + showToast(tr('Cached completion not found'), 'error'); + return; + } + const promptUsed = entry.promptUsed; + const res = entry.response; + try { + if (options.syncPromptToTextField) { + textField.property('value', promptUsed); + promptTextarea?.dispatchEvent(new Event('input', { bubbles: true })); + syncAskButtonState(); + } + applyCompletionResponseToUi(res, promptUsed); + if (!options.syncPromptToTextField || !isSkipChatTemplate()) { + lastCommittedFingerprint = null; + } + syncAskButtonState(); + if (options.shouldTouch && options.ctx) { + await touchCachedEntryByContentKey(contentKey); + await options.ctx.refreshList(); + } + } catch (e: unknown) { + const msg = e instanceof Error ? e.message : String(e); + showToast(translateApiErrorMessage(msg), 'error'); + } +} + +submitBtn.on('click', () => { + if (askInFlight) { + postCompletionsStop(); + // 不断开 SSE：后端 Stop 后仍会发送末条 result（含 info_radar），以便渲染 bpe_strings。 + return; + } + void runAsk(); +}); + +forceRetryBtn.on('click', () => { + void runAsk({ forceRefresh: true }); +}); + +initQueryHistoryDropdown({ + input: promptTextarea, + dropdownId: 'chat_raw_input_history_dropdown', + storageKey: CHAT_RAW_INPUT_HISTORY_KEY, + openDropdownOnFocusInput: false, + filterHistoryByInput: false, + onSelect: syncAskButtonState, + historyButton: rawInputHistoryBtn, + applyHistoryOnHover: true +}); + +void initCachedHistoryQueryDropdown({ + dropdownId: 'chat_cached_history_dropdown', + historyButton: document.getElementById('chat_cached_history_btn'), + clickOutsideRoot: document.getElementById('chat_cached_history_dropdown'), + listMru: listCachedHistoryRows, + onSelectEntry: async (contentKey, shouldTouch, ctx) => { + await restoreChatFromCachedPrompt(contentKey, { + shouldTouch: Boolean(shouldTouch), + ctx, + syncPromptToTextField: true, + }); + }, + onRemove: removeCachedEntryByContentKey, + onPromote: (contentKey) => touchCachedEntryByContentKey(contentKey), +}); + +void runContentUrlHydrate({ + readRaw: readContentUrlParam, + fetchEntry: getCachedEntryByContentKey, + apply: async (entry, rawContentKey) => { + await restoreChatFromCachedPrompt(rawContentKey, { + shouldTouch: false, + syncPromptToTextField: false, + cached: entry, + }); + }, + onMissing: async () => { + showToast(tr('Cached completion not found (link may be expired)'), 'error'); + replaceContentUrlParam(null, DEFAULT_CONTENT_URL_PARAM, 'chat'); + }, + onApplyError: (e: unknown) => { + const msg = e instanceof Error ? e.message : String(e); + showToast(translateApiErrorMessage(msg), 'error'); + replaceContentUrlParam(null, DEFAULT_CONTENT_URL_PARAM, 'chat'); + }, +}); + +initQueryHistoryDropdown({ + input: chatSystemPromptTextarea, + dropdownId: 'chat_system_prompt_history_dropdown', + storageKey: CHAT_SYSTEM_INPUT_HISTORY_KEY, + openDropdownOnFocusInput: false, + filterHistoryByInput: false, + onSelect: syncAskButtonState, + historyButton: chatSystemHistoryBtn, + applyHistoryOnHover: true +}); + +initQueryHistoryDropdown({ + input: chatUserPromptTextarea, + dropdownId: 'chat_user_prompt_history_dropdown', + storageKey: CHAT_USER_INPUT_HISTORY_KEY, + openDropdownOnFocusInput: false, + filterHistoryByInput: false, + onSelect: syncAskButtonState, + historyButton: chatUserHistoryBtn, + applyHistoryOnHover: true +}); + +initChatPanelLayout(); + +const chatCopyFulltextBtn = document.getElementById('chat_copy_fulltext_btn'); +if (chatCopyFulltextBtn) { + chatCopyFulltextBtn.addEventListener('click', () => { + void copyChatFullText(); + }); +} + +initDensityAttributionSidebar({ + eventHandler, + getCurrentAnalyzeResult: () => lmf.getCurrentAnalyzeResult(), + apiPrefix, + showToast, + getContextPrefix: () => currentPromptUsed, + predictionModelVariant: 'instruct', +}); diff --git a/client/src/ts/chat/buildCompletionDisplayResult.ts b/client/src/ts/chat/buildCompletionDisplayResult.ts new file mode 100644 index 0000000000000000000000000000000000000000..e106f070bf86ce46f8b7e3377bffa3ecf8161631 --- /dev/null +++ b/client/src/ts/chat/buildCompletionDisplayResult.ts @@ -0,0 +1,88 @@ +import type { TokenWithOffset } from '../api/generatedSchemas'; +import type { FrontendAnalyzeResult, FrontendToken } from '../api/GLTR_API'; +import { getDigitsMergeEnabled } from '../utils/digitsMergeManager'; +import { cloneFrontendToken, mergeTokensForRendering } from '../utils/tokenUtils'; +import { + validateTokenConsistency, + validateTokenProbabilities, + validateTokenPredictions +} from '../utils/dataValidation'; + +/** 与手动 curl 调试一致的默认 model 字段 */ +export const CHAT_DEFAULT_COMPLETION_MODEL = 'any-id'; + +function normalizeServerTokens(raw: TokenWithOffset[]): FrontendToken[] { + return raw.map((t) => ({ + offset: t.offset, + raw: t.raw, + real_topk: t.real_topk ?? undefined, + pred_topk: Array.isArray(t.pred_topk) ? t.pred_topk : [] + })) as FrontendToken[]; +} + +/** + * 使用后端 info_radar.bpe_strings（续写段逐 token 的 offset/raw/real_topk/pred_topk）构建 GLTR 数据。 + * 校验失败时抛错，由调用方展示。 + */ +function buildFromServerBpeStrings( + completionText: string, + modelName: string | null | undefined, + serverBpe: TokenWithOffset[] +): FrontendAnalyzeResult { + const safeText = completionText; + + const tokensRaw = normalizeServerTokens(serverBpe); + const predErr = validateTokenPredictions(tokensRaw); + if (predErr) throw new Error(predErr); + const probErr = validateTokenProbabilities(tokensRaw); + if (probErr) throw new Error(probErr); + const consErr = validateTokenConsistency(tokensRaw, safeText, { allowOverlap: true }); + if (consErr) throw new Error(consErr); + + const originalTokens = tokensRaw.map((t) => cloneFrontendToken(t)); + const bpeBpeMergedTokens = mergeTokensForRendering(originalTokens, safeText, { + digitMerge: getDigitsMergeEnabled(), + }); + const mergedErr = validateTokenConsistency(bpeBpeMergedTokens, safeText); + if (mergedErr) throw new Error(mergedErr); + + return { + model: modelName ?? null, + error: null, + originalTokens, + bpeBpeMergedTokens, + bpe_strings: bpeBpeMergedTokens, + originalText: safeText + }; +} + +/** + * 将 completions 结果转为 GLTR_Text_Box 所需数据结构（仅续写段；offset 与后端一致，不经平移）。 + * 实际 prompt 由 Chat 页另一 DOM（#chat_prompt_used）单独展示。 + * 续写非空时**必须**提供有效 `info_radar.bpe_strings`。 + */ +export function buildCompletionDisplayResult( + completionText: string, + modelName: string | null | undefined, + serverBpeStrings?: TokenWithOffset[] | null +): FrontendAnalyzeResult { + const safeText = completionText; + const end = Array.from(safeText).length; + + if (end === 0) { + return { + model: modelName ?? null, + bpe_strings: [], + originalTokens: [], + bpeBpeMergedTokens: [], + error: null, + originalText: '' + }; + } + + if (!serverBpeStrings || serverBpeStrings.length === 0) { + throw new Error('Response missing info_radar.bpe_strings'); + } + + return buildFromServerBpeStrings(safeText, modelName, serverBpeStrings); +} diff --git a/client/src/ts/chat/chatPanelLayout.ts b/client/src/ts/chat/chatPanelLayout.ts new file mode 100644 index 0000000000000000000000000000000000000000..5dffe2997ef8b9e025da7c433fb8f1f00ee7f14c --- /dev/null +++ b/client/src/ts/chat/chatPanelLayout.ts @@ -0,0 +1,99 @@ +import * as d3 from 'd3'; +import { isNarrowScreen } from '../utils/responsive'; + +/** + * Chat 页专用：左右分栏拖拽与窗口尺寸同步，不含侧栏逻辑，不影响首页 LayoutController。 + */ +export function initChatPanelLayout(): void { + const resizer = d3.select('#resizer'); + const leftPanel = d3.select('.left_panel'); + if (resizer.empty() || leftPanel.empty()) { + return; + } + + let leftPanelRatio = 0.5; + let isResizing = false; + let startX = 0; + let startWidth = 0; + + const updateLeftPanelWidth = (containerWidth: number): void => { + const availableWidth = containerWidth - 8; + const leftWidth = availableWidth * leftPanelRatio; + const minWidth = containerWidth * 0.1; + const maxWidth = containerWidth * 0.9; + const clampedWidth = Math.max(minWidth, Math.min(maxWidth, leftWidth)); + leftPanelRatio = clampedWidth / availableWidth; + leftPanel.style('flex-basis', `${clampedWidth}px`); + }; + + const reLayout = (w = window.innerWidth, h = window.innerHeight): void => { + const mainFrame = d3.selectAll('.main_frame'); + if (isNarrowScreen()) { + mainFrame.style('height', null).style('width', null); + } else { + mainFrame.style('height', `${h - 53}px`).style('width', `${w}px`); + updateLeftPanelWidth(w); + } + }; + + reLayout(); + + resizer.on('mousedown', (event: MouseEvent) => { + event.preventDefault(); + event.stopPropagation(); + if (isNarrowScreen()) { + return; + } + + isResizing = true; + startX = event.clientX; + const cw = window.innerWidth; + const currentFlexBasis = leftPanel.style('flex-basis'); + const parsed = parseInt(currentFlexBasis, 10); + const availableWidth = cw - 8; + startWidth = Number.isFinite(parsed) + ? parsed + : availableWidth * leftPanelRatio; + + d3.select('body').style('cursor', 'col-resize').style('user-select', 'none'); + + d3.select(window) + .on('mousemove.chatResizer', (ev: MouseEvent) => onMouseMove(ev)) + .on('mouseup.chatResizer', () => onMouseUp()); + }); + + const onMouseMove = (event: MouseEvent): void => { + if (!isResizing) { + return; + } + event.preventDefault(); + + const cw = window.innerWidth; + const availableWidth = cw - 8; + const deltaX = event.clientX - startX; + const newWidth = Math.max( + cw * 0.1, + Math.min(cw * 0.9, startWidth + deltaX) + ); + + leftPanel.style('flex-basis', `${newWidth}px`); + leftPanelRatio = newWidth / availableWidth; + }; + + const onMouseUp = (): void => { + if (!isResizing) { + return; + } + isResizing = false; + + d3.select('body').style('cursor', null).style('user-select', null); + + d3.select(window) + .on('mousemove.chatResizer', null) + .on('mouseup.chatResizer', null); + }; + + window.addEventListener('resize', () => { + reLayout(window.innerWidth, window.innerHeight); + }); +} diff --git a/client/src/ts/compare.ts b/client/src/ts/compare.ts new file mode 100644 index 0000000000000000000000000000000000000000..c6dd8ee21fc344fb7b31c432ec4196003f27c30d --- /dev/null +++ b/client/src/ts/compare.ts @@ -0,0 +1,1896 @@ +import * as d3 from 'd3'; +import "./utils/d3-polyfill"; + +import '../css/start.scss' +import '../css/compare.scss' +import {SimpleEventHandler} from "./utils/SimpleEventHandler"; +import type {AnalysisData, AnalyzeResponse, FrontendAnalyzeResult, FrontendToken} from "./api/GLTR_API"; +import {TextAnalysisAPI} from "./api/GLTR_API"; +import URLHandler from "./utils/URLHandler"; +import {Histogram, type HistogramBinClickEvent} from './vis/Histogram'; +import {ScatterPlot} from './vis/ScatterPlot'; +import {getDiffColor} from './utils/SurprisalColorConfig'; +import {initThemeManager} from './ui/theme'; +import {showAlertDialog, showDialog, showConfirmDialog} from './ui/dialog'; +import {initDemoManager, type DemoManager} from './ui/demoManager'; +import {isValidDemoFormat} from './utils/localFileUtils'; +import {normalizeDemoPath, getDemoName} from './utils/pathUtils'; +// Demo存储层（复用首页架构） +import { DemoResourceLoader } from './storage/demoResourceLoader'; +import { LocalFileIO } from './storage/localFileIO'; +import { extractErrorMessage } from './utils/errorUtils'; +import { + cloneFrontendToken, + mergeTokensForRendering, + createRawSnapshot +} from './utils/tokenUtils'; +import { + validateTokenConsistency, + validateTokenProbabilities, + validateTokenPredictions +} from './utils/dataValidation'; +import { + calculateTextStats, + calculateDiffStats, + calculateMergedTokenSurprisals, + computeAverage, + computeP90, + type TextStats, + type DiffStats +} from './utils/textStatistics'; +import { updateBasicMetrics, updateTotalSurprisal, updateModel, validateMetricsElements, type DiffModeConfig } from './utils/textMetricsUpdater'; +import {GLTR_Text_Box, GLTR_Mode, GLTR_HoverEvent} from './vis/GLTR_Text_Box'; +import {ToolTip} from './vis/ToolTip'; +import { calculateHighlights } from './utils/highlightUtils'; +// 公共初始化模块 +import {initializeCommonApp} from './appInitializer'; +import { + getTokenSurprisalHistogramConfig, + getByteSurprisalHistogramConfig, + getDeltaByteSurprisalHistogramConfig, + getSurprisalProgressConfig +} from "./utils/visualizationConfigs"; +import { tr, initI18n } from './lang/i18n-lite'; +import { addDigitsMergeRenderListener, getDigitsMergeEnabled } from './utils/digitsMergeManager'; + +// 使用从 demoManager 导出的验证函数 + +/** + * 将路径ID转换为安全的DOM ID（使用哈希避免冲突） + * + * ID 使用策略说明： + * - `id`（规范化路径）：用于数据存储和逻辑标识 + * - 存储在 columnsData Map 的 key 中 + * - 存储在 data-column-id 属性中（用于 DOM 查询，保持可读性） + * - 示例: "folder/demo1.json" + * + * - `safeId`（哈希值）：用于 HTML 元素的 id 属性 + * - 所有 DOM 元素的 id 属性都使用 safeId + * - 避免特殊字符导致的 ID 冲突和选择器问题 + * - 示例: "a1b2c3d4" + * + * 使用 djb2 哈希算法 + base36 编码，确保不同路径生成不同的ID + * 支持任意字符（包括 Unicode、特殊字符等），哈希算法会自动处理 + * + * @param id 规范化路径（如 "folder/demo1.json"） + * @returns 安全的DOM ID（如 "a1b2c3d4"），长度通常为 6-7 个字符 + */ +const toSafeId = (id: string): string => { + // 边界情况处理：空字符串或 null/undefined + if (!id || typeof id !== 'string' || id.length === 0) { + return 'empty'; + } + + // 去除首尾空白字符（虽然规范化路径通常不会有，但作为防御性编程） + const trimmedId = id.trim(); + if (trimmedId.length === 0) { + return 'empty'; + } + + // 使用 djb2 哈希算法（位运算会自动转换为32位整数） + // 该算法对任意字符（包括 Unicode、特殊字符）都能正确处理 + let hash = 5381; + for (let i = 0; i < trimmedId.length; i++) { + const charCode = trimmedId.charCodeAt(i); + // 处理 Unicode 字符（charCodeAt 返回 UTF-16 码点） + hash = ((hash << 5) + hash) + charCode; + } + + // 转换为正数并转为 base36 编码（0-9a-z） + // Math.abs 确保结果为正数，即使哈希值为负数 + const positiveHash = Math.abs(hash); + const safeId = positiveHash.toString(36); + + // 确保结果不为空（理论上不会发生，但作为防御性编程） + return safeId || 'empty'; +}; + +/** + * Demo 列数据 + * + * ID 使用说明： + * - id: 规范化路径，用于数据存储和逻辑标识（如 "folder/demo1.json"） + * - DOM 查询：使用 data-column-id 属性（值为 id，保持可读性） + * - DOM ID：使用 toSafeId(id) 生成的哈希值（避免冲突） + */ +type DemoColumnData = { + id: string; // 唯一ID（规范化路径，用于数据存储和 data-column-id 属性） + demoPath: string; // 原始路径（用于显示和 URL） + demoName: string; // Demo 名称（用于显示） + data: AnalysisData | null; + enhancedResult?: FrontendAnalyzeResult | null; // 缓存合并后的结果，便于高亮 + stats: TextStats | null; + diffStats?: DiffStats | null; // 差分统计数据（仅Diff列有值） + error: string | null; + originalText?: string; // 原文（用于一致性检查和缓存） + lmfInstance?: GLTR_Text_Box; // LMF实例引用（对比模式下使用） + histograms: { + stats_frac: Histogram | null; + stats_byte_frac: Histogram | null; + stats_surprisal_progress: ScatterPlot | null; + }; +}; + +window.onload = () => { + // 初始化公共应用组件 + const api_prefix = URLHandler.parameters['api'] || ''; + const bodyElement = <Element>d3.select('body').node(); + const { eventHandler, api, tokenSurprisalColorScale, byteSurprisalColorScale, totalSurprisalFormat } = initializeCommonApp(api_prefix, bodyElement); + + const container = d3.select('#compare-container'); + const mainFrame = d3.select('.main_frame'); + + // 初始化资源加载器和本地文件工具（复用首页架构） + const demoResourceLoader = new DemoResourceLoader(api); + const localFileIO = new LocalFileIO(); + const localDemoCache = demoResourceLoader.getLocalDemoCache(); + + // 创建全局tooltip实例（用于所有列的token悬停） + const toolTip = new ToolTip(d3.select('#global_tooltip'), eventHandler); + + // 解析 URL 参数 + const demosParam = URLHandler.parameters['demos']; + let demoPaths: string[] = []; + + if (demosParam) { + const raw = String(demosParam).trim(); + demoPaths = raw.split(',').map(p => p.trim()).filter(p => p.length > 0); + } + + // 解析显示文本渲染和模型差分模式参数 + const showTextRenderParam = URLHandler.parameters['showTextRender']; + const modelDiffModeParam = URLHandler.parameters['modelDiffMode']; + + // 存储每个 demo 列的数据（使用Map，key为唯一ID） + const columnsData = new Map<string, DemoColumnData>(); + + // 模型差分模式状态（从URL恢复或默认为false） + let modelDiffMode = modelDiffModeParam == '1'; + + // 文本渲染显示状态（从URL恢复或默认为false） + let showTextRender = showTextRenderParam == '1'; + + /** + * 获取Base列的ID（最左侧列） + * @returns Base列的ID，如果没有列则返回null + */ + const getBaseColumnId = (): string | null => { + const firstColumn = container.select('.compare-column').node() as HTMLElement | null; + if (!firstColumn) { + return null; + } + return firstColumn.getAttribute('data-column-id'); + }; + + /** + * 检查指定列是否为Base列 + */ + const isBaseColumn = (columnId: string): boolean => { + const baseId = getBaseColumnId(); + return baseId === columnId; + }; + + /** + * 重新计算所有列的差分数据（在模型差分模式下） + * 当Base列变化或数据更新时调用 + */ + const recalculateAllDiffStats = (): void => { + if (!modelDiffMode) { + return; + } + + const baseId = getBaseColumnId(); + if (!baseId) { + return; + } + + const baseData = columnsData.get(baseId); + if (!baseData || !baseData.stats) { + return; + } + + const baseStats = baseData.stats; + + // 清除Base列的diffStats + baseData.diffStats = null; + + // 为其它列计算差分数据 + columnsData.forEach((columnData, columnId) => { + if (columnId === baseId) { + return; // 跳过Base列 + } + + if (columnData.stats) { + columnData.diffStats = calculateDiffStats(columnData.stats, baseStats); + } + }); + }; + + const refreshAllColumnsAfterDigitsMerge = (): void => { + columnsData.forEach((columnData, id) => { + if (!columnData.data) return; + try { + const enhancedResult = processDemoData(columnData.data); + const safeText = columnData.data.request.text; + columnData.enhancedResult = enhancedResult; + columnData.stats = calculateTextStats(enhancedResult, safeText); + } catch (e) { + console.error('[compare] digit merge refresh failed for column', id, e); + } + }); + recalculateAllDiffStats(); + columnsData.forEach((columnData, id) => { + if (!columnData.stats || !columnData.data) return; + const resultModel = columnData.data.result.model; + updateMetricsForColumn(id, columnData.stats, resultModel); + renderStatsForColumn(id, columnData); + if (columnData.lmfInstance && columnData.enhancedResult) { + const isDiffColumn = modelDiffMode && columnData.diffStats && !isBaseColumn(id); + if (isDiffColumn && columnData.diffStats) { + columnData.lmfInstance.setDiffMode(true, columnData.diffStats.deltaByteSurprisals); + } else { + columnData.lmfInstance.setDiffMode(false, []); + } + columnData.lmfInstance.update(columnData.enhancedResult); + } + }); + }; + + addDigitsMergeRenderListener(refreshAllColumnsAfterDigitsMerge); + + // 使用统一的路径工具函数（已从 pathUtils 导入） + + // 创建单个 demo 列的 HTML 结构（使用唯一ID） + const createColumnHTML = (id: string, demoName: string): string => { + // 使用哈希生成安全的DOM ID（避免冲突） + // safeId 用于所有 HTML 元素的 id 属性 + const safeId = toSafeId(id); + const columnId = `compare-column-${safeId}`; + const statsId = `stats_demo_${safeId}`; + const headerId = `compare-header-${safeId}`; + const metricsId = `text_metrics_${safeId}`; + const errorId = `error_${safeId}`; + const statsFracId = `stats_frac_${safeId}`; + const statsByteFracId = `stats_byte_frac_${safeId}`; + const statsProgressId = `stats_surprisal_progress_${safeId}`; + const textRenderId = `text_render_${safeId}`; + + return ` + <!-- data-column-id 使用原始 id（规范化路径），便于调试和查询，HTML 属性支持特殊字符 --> + <div id="${columnId}" class="compare-column" data-column-id="${id}"> + <div id="${headerId}" class="compare-header"> + <div class="column-actions-row"> + <button class="move-to-first-btn" title="${tr('Move to leftmost')}">⏮</button> + <button class="move-left-btn" title="${tr('Move left')}">◀</button> + <button class="delete-btn" title="${tr('Delete')}">×</button> + <button class="move-right-btn" title="${tr('Move right')}">▶</button> + <button class="move-to-last-btn" title="${tr('Move to rightmost')}">⏭</button> + </div> + <div class="column-title">${demoName}</div> + </div> + <div id="${errorId}" class="compare-error" style="display: none; color: var(--error-color, #f44336); padding: 10px; margin-bottom: 10px; background-color: var(--error-bg, rgba(244, 67, 54, 0.1)); border-radius: 4px;"></div> + <div id="${metricsId}" class="text-metrics is-hidden"> + <div class="text-metrics-primary"> + <span id="metric_bytes_${safeId}">0 B</span> + <span class="text-metrics-divider">|</span> + <span id="metric_chars_${safeId}">${tr('0 chars')}</span> + <span class="text-metrics-divider">|</span> + <span id="metric_tokens_${safeId}">0 tokens</span> + </div> + <div id="metric_total_surprisal_${safeId}" class="text-metrics-secondary">${tr('total information = 0 bits')}</div> + <div id="metric_model_${safeId}" class="text-metrics-secondary is-hidden">model: </div> + </div> + <div id="${statsId}" class="stats" style="text-align:center;"> + <div style="display:block;text-align: center;margin-bottom: 20px;"> + <div id="token_histogram_title_${safeId}"></div> + <svg id="${statsFracId}"></svg> + </div> + <div style="display:block;text-align: center;margin-bottom: 20px;"> + <div id="byte_histogram_title_${safeId}"></div> + <svg id="${statsByteFracId}"></svg> + </div> + <div style="display:block;text-align: center;margin-bottom: 20px;"> + <div id="surprisal_progress_title_${safeId}"></div> + <svg id="${statsProgressId}"></svg> + </div> + </div> + <div id="${textRenderId}" class="compare-text-render is-hidden"></div> + </div> + `; + }; + + // 处理单个 demo 的数据 + const processDemoData = (data: AnalysisData): FrontendAnalyzeResult => { + const result = data.result; + const safeText = data.request.text; + + // 验证数据 + if (!Array.isArray(result.bpe_strings) || result.bpe_strings.length === 0) { + throw new Error(tr('Returned JSON missing valid bpe_strings array')); + } + + const predTopkError = validateTokenPredictions(result.bpe_strings as Array<{ pred_topk?: [string, number][] }>); + if (predTopkError) { + throw new Error(predTopkError); + } + + const probabilityError = validateTokenProbabilities(result.bpe_strings as Array<{ real_topk?: [number, number] }>); + if (probabilityError) { + throw new Error(probabilityError); + } + + const validationError = validateTokenConsistency(result.bpe_strings, safeText, { allowOverlap: true }); + if (validationError) { + throw new Error(validationError); + } + + // 处理 token 数据 + const originalTokens = result.bpe_strings.map((token) => cloneFrontendToken(token as FrontendToken)); + const bpeBpeMergedTokens = mergeTokensForRendering(originalTokens, safeText, { + digitMerge: getDigitsMergeEnabled(), + }); + + const mergedValidationError = validateTokenConsistency(bpeBpeMergedTokens, safeText); + if (mergedValidationError) { + throw new Error(mergedValidationError); + } + + const enhancedResult: FrontendAnalyzeResult = { + ...result, + originalTokens, + bpeBpeMergedTokens, + bpe_strings: bpeBpeMergedTokens, + originalText: safeText + }; + + return enhancedResult; + }; + + // 为单个列渲染统计图表（使用ID） + const renderStatsForColumn = (id: string, columnData: DemoColumnData) => { + if (!columnData.stats || !columnData.histograms.stats_frac || !columnData.histograms.stats_byte_frac || !columnData.histograms.stats_surprisal_progress) { + return; + } + + const stats = columnData.stats; + const isDiffColumn = modelDiffMode && columnData.diffStats && !isBaseColumn(id); + const safeId = toSafeId(id); + + const mergedTokens = columnData.enhancedResult?.bpeBpeMergedTokens; + const histogramTokenSurprisals = + mergedTokens && mergedTokens.length > 0 + ? calculateMergedTokenSurprisals(mergedTokens) + : stats.tokenSurprisals; + const histogramTokenAvg = histogramTokenSurprisals.length > 0 ? computeAverage(histogramTokenSurprisals) : null; + const histogramTokenP90 = histogramTokenSurprisals.length > 0 ? computeP90(histogramTokenSurprisals) : null; + + // 更新 token surprisal histogram（合并后 token，与原文渲染一致；不显示差分） + // 使用 19 个台阶，对应区间：[0,1), [1,2), ..., [17,18), [18,∞) + const tokenHistogramConfig = getTokenSurprisalHistogramConfig(); + columnData.histograms.stats_frac.update({ + ...tokenHistogramConfig, + data: histogramTokenSurprisals, + colorScale: tokenSurprisalColorScale, + averageValue: histogramTokenAvg ?? undefined, + p90Value: histogramTokenP90 ?? undefined, + p90Label: tokenHistogramConfig.averageLabel, + }); + + // 更新列视图中 token surprisal histogram 的标题文本 + const tokenTitleElement = document.getElementById(`token_histogram_title_${safeId}`); + if (tokenTitleElement) { + tokenTitleElement.textContent = tokenHistogramConfig.label; + } + + // 更新信息密度histogram（Diff列显示差分） + if (isDiffColumn && columnData.diffStats) { + // Diff列：显示Δ信息密度 histogram + const deltaByteSurprisals = columnData.diffStats.deltaByteSurprisals; + + // 计算平均差分 + const deltaAverage = deltaByteSurprisals.length > 0 + ? deltaByteSurprisals.reduce((sum, val) => sum + val, 0) / deltaByteSurprisals.length + : 0; + + const deltaByteSurprisalConfig = getDeltaByteSurprisalHistogramConfig(); + columnData.histograms.stats_byte_frac.update({ + ...deltaByteSurprisalConfig, + data: deltaByteSurprisals, + colorScale: getDiffColor, + averageValue: deltaAverage, + }); + + // 更新标题文本 + const titleElement = document.getElementById(`byte_histogram_title_${safeId}`); + if (titleElement) { + titleElement.textContent = deltaByteSurprisalConfig.label; + } + } else { + // Base列或非模型差分模式：显示原始信息密度 histogram + // 使用 13 个台阶，对应区间：[0,0.5), [0.5,1), [1,1.5), ..., [5.5,6), [6,∞) + const byteSurprisalConfig = getByteSurprisalHistogramConfig(); + columnData.histograms.stats_byte_frac.update({ + ...byteSurprisalConfig, + data: stats.byteSurprisals, + colorScale: byteSurprisalColorScale, + averageValue: stats.byteAverage ?? undefined, + }); + + // 更新标题文本 + const titleElement = document.getElementById(`byte_histogram_title_${safeId}`); + if (titleElement) { + titleElement.textContent = byteSurprisalConfig.label; + } + } + + // 更新 surprisal progress scatter plot（与 token 直方图同为合并后 token） + if (histogramTokenSurprisals.length > 0) { + const surprisalProgressConfig = getSurprisalProgressConfig(); + columnData.histograms.stats_surprisal_progress.update({ + ...surprisalProgressConfig, + data: histogramTokenSurprisals, + }); + + // 更新列视图中 surprisal progress 的标题文本 + const surprisalProgressTitleElement = document.getElementById(`surprisal_progress_title_${safeId}`); + if (surprisalProgressTitleElement && surprisalProgressConfig.label) { + surprisalProgressTitleElement.textContent = surprisalProgressConfig.label; + } + } + }; + + /** + * 更新单个列的统计信息显示 + * @param id 列的唯一标识符 + * @param stats 文本统计信息，如果为null则隐藏所有指标 + * @param modelName 模型名称，如果提供则显示在总surprisal下方 + */ + const updateMetricsForColumn = (id: string, stats: TextStats | null, modelName?: string | null | undefined) => { + const safeId = toSafeId(id); + const metrics = d3.select(`#text_metrics_${safeId}`); + const metricBytes = d3.select(`#metric_bytes_${safeId}`); + const metricChars = d3.select(`#metric_chars_${safeId}`); + const metricTokens = d3.select(`#metric_tokens_${safeId}`); + const metricTotalSurprisal = d3.select(`#metric_total_surprisal_${safeId}`); + const metricModel = d3.select(`#metric_model_${safeId}`); + + if (metrics.empty() || !validateMetricsElements(metricBytes, metricChars, metricTokens, metricTotalSurprisal, metricModel)) { + return; + } + + if (!stats) { + metrics.classed('is-hidden', true); + // 同时隐藏模型显示 + metricModel.classed('is-hidden', true); + return; + } + + // 更新基础指标 + updateBasicMetrics(metricBytes, metricChars, metricTokens, stats); + + // 在模型差分模式下，Diff列显示Δ总surprisal + const columnData = columnsData.get(id); + let diffMode: DiffModeConfig | undefined; + if (modelDiffMode && columnData && columnData.diffStats && !isBaseColumn(id)) { + // Diff列：显示Δ总surprisal（百分比形式） + const delta = columnData.diffStats.deltaTotalSurprisal; + const baseId = getBaseColumnId(); + const baseData = baseId ? columnsData.get(baseId) : null; + const baseTotalSurprisal = baseData?.stats?.totalSurprisal; + diffMode = { + delta, + baseTotalSurprisal + }; + } + + // 更新总surprisal（支持差分模式） + updateTotalSurprisal(metricTotalSurprisal, stats, totalSurprisalFormat, diffMode); + + // 更新模型显示（始终显示以反映原始情况） + updateModel(metricModel, modelName); + metricModel.classed('is-hidden', false); + + // 显示指标容器 + metrics.classed('is-hidden', false); + }; + + // 显示错误信息（使用ID） + const showErrorForColumn = (id: string, error: string | null) => { + const safeId = toSafeId(id); + const errorDiv = d3.select(`#error_${safeId}`); + const statsDiv = d3.select(`#stats_demo_${safeId}`); + const metricsDiv = d3.select(`#text_metrics_${safeId}`); + + if (errorDiv.empty()) { + return; + } + + if (error) { + errorDiv.text(error).style('display', null); + statsDiv.style('display', 'none'); + // 使用CSS类隐藏指标容器 + if (!metricsDiv.empty()) { + metricsDiv.classed('is-hidden', true); + } + } else { + errorDiv.style('display', 'none'); + statsDiv.style('display', null); + } + }; + + // 加载单个 demo（使用ID） + // 加载指定列的demo数据（使用统一资源加载器） + const loadDemoForColumn = async (id: string): Promise<void> => { + const columnData = columnsData.get(id); + if (!columnData) { + console.error(`找不到ID为 ${id} 的列数据`); + return; + } + + try { + // 如果已有预加载的数据（来自模型差分模式的预检查），直接使用，避免重复请求 + let response: AnalysisData; + if (columnData.data) { + response = columnData.data; + } else { + // 否则使用统一的资源加载器加载数据 + const result = await demoResourceLoader.load(columnData.demoPath); + + if (!result.success || !result.data) { + columnData.error = tr(result.message || 'Load failed'); + showErrorForColumn(id, columnData.error); + updateModelDiffModeAvailability(); + return; + } + + response = result.data; + } + const enhancedResult = processDemoData(response); + const safeText = response.request.text; + const textStats = calculateTextStats(enhancedResult, safeText); + + columnData.data = response; + columnData.enhancedResult = enhancedResult; + columnData.stats = textStats; + columnData.error = null; + // 保存原文 + columnData.originalText = safeText; + + // 隐藏错误，显示内容 + showErrorForColumn(id, null); + + // 更新统计信息显示（从分析结果中获取实际使用的模型） + const resultModel = response.result.model; + updateMetricsForColumn(id, textStats, resultModel); + + // 渲染统计图表 + renderStatsForColumn(id, columnData); + + // 如果模型差分模式已启用，更新 LMF 实例 + if (modelDiffMode) { + // 重新计算所有列的差分数据（因为可能添加了新列） + recalculateAllDiffStats(); + + // 重新渲染所有列的统计图表和指标（因为差分数据可能变化） + columnsData.forEach((colData, colId) => { + if (colData.stats) { + const resultModel = colData.data.result.model; + updateMetricsForColumn(colId, colData.stats, resultModel); + renderStatsForColumn(colId, colData); + } + }); + + if (!columnData.lmfInstance) { + initLMFForColumn(id, columnData); + } else { + // 更新差分模式（因为差分数据可能变化） + const isDiffColumn = columnData.diffStats && !isBaseColumn(id); + if (isDiffColumn && columnData.diffStats) { + columnData.lmfInstance.setDiffMode(true, columnData.diffStats.deltaByteSurprisals); + } else { + columnData.lmfInstance.setDiffMode(false, []); + } + columnData.lmfInstance.update(enhancedResult); + } + } else if (showTextRender) { + // 非模型差分模式，但显示文本渲染，确保 LMF 实例存在并更新数据 + if (!columnData.lmfInstance) { + initLMFForColumn(id, columnData); + } else { + columnData.lmfInstance.update(enhancedResult); + } + } + + } catch (err) { + console.error(`加载 demo ${columnData.demoPath} 失败:`, err); + columnData.error = err instanceof Error ? err.message : tr('Load failed'); + showErrorForColumn(id, columnData.error); + } finally { + // 加载完成（成功或失败）后，更新模型差分模式可用性 + updateModelDiffModeAvailability(); + } + }; + + // 初始化列的可视化组件（使用ID） + const initializeColumnVisualizations = (id: string, columnData: DemoColumnData): void => { + const safeId = toSafeId(id); + const statsFracId = `#stats_frac_${safeId}`; + const statsByteFracId = `#stats_byte_frac_${safeId}`; + const statsProgressId = `#stats_surprisal_progress_${safeId}`; + + // 创建 Histogram 实例 + columnData.histograms.stats_frac = new Histogram( + d3.select(statsFracId), + eventHandler, + { width: 400, height: 200 } + ); + + columnData.histograms.stats_byte_frac = new Histogram( + d3.select(statsByteFracId), + eventHandler, + { width: 400, height: 200 } + ); + + // 创建 ScatterPlot 实例 + columnData.histograms.stats_surprisal_progress = new ScatterPlot( + d3.select(statsProgressId), + eventHandler, + { width: 400, height: 200 } + ); + + // 如果需要显示文本渲染（模型差分模式或显示文本渲染开关），初始化 LMF 实例 + if (modelDiffMode || showTextRender) { + initLMFForColumn(id, columnData); + } + }; + + // 为指定列初始化 LMF 实例 + const initLMFForColumn = (id: string, columnData: DemoColumnData): void => { + const safeId = toSafeId(id); + const textRenderId = `#text_render_${safeId}`; + const textRenderContainer = d3.select(textRenderId); + + if (textRenderContainer.empty()) { + console.error(`找不到文本渲染容器: ${textRenderId}`); + return; + } + + // 根据状态决定是否显示文本渲染区域 + // 模型差分模式下始终显示，非模型差分模式下根据 showTextRender 决定 + const shouldShow = modelDiffMode || showTextRender; + textRenderContainer.classed('is-hidden', !shouldShow); + + // 如果实例已存在，先销毁 + if (columnData.lmfInstance) { + columnData.lmfInstance.destroy(); + } + + // 创建新的 LMF 实例 + columnData.lmfInstance = new GLTR_Text_Box(textRenderContainer, eventHandler); + // 对比模式下禁用动画，暂时禁用 minimap + // minimapWidth 从 CSS 变量读取，无需硬编码 + columnData.lmfInstance.updateOptions({ + gltrMode: GLTR_Mode.fract_p, + enableRenderAnimation: false, + enableMinimap: false + }, true); + + // 设置差分模式（如果是Diff列） + const isDiffColumn = modelDiffMode && columnData.diffStats && !isBaseColumn(id); + if (isDiffColumn && columnData.diffStats) { + columnData.lmfInstance.setDiffMode(true, columnData.diffStats.deltaByteSurprisals); + } else { + columnData.lmfInstance.setDiffMode(false, []); + } + + // 如果有数据，更新显示 + let enhancedResult = columnData.enhancedResult; + if (!enhancedResult && columnData.data) { + enhancedResult = processDemoData(columnData.data); + columnData.enhancedResult = enhancedResult; + } + if (enhancedResult) { + columnData.lmfInstance.update(enhancedResult); + } + }; + + // 根据 histogram source 解析出列的 safeId 和直方图类型 + const parseHistogramSource = (source?: string): { safeId: string; histogramType: 'token' | 'byte' } | null => { + if (!source) { + return null; + } + + const bytePrefix = 'stats_byte_frac'; + const tokenPrefix = 'stats_frac'; + + if (source.startsWith(bytePrefix)) { + const safeId = source.substring(bytePrefix.length).replace(/^_/, ''); + return safeId ? { safeId, histogramType: 'byte' } : null; + } + + if (source.startsWith(tokenPrefix)) { + const safeId = source.substring(tokenPrefix.length).replace(/^_/, ''); + return safeId ? { safeId, histogramType: 'token' } : null; + } + + return null; + }; + + // 通过 safeId 查找对应的列数据 + const findColumnBySafeId = (safeId: string): { id: string; columnData: DemoColumnData } | null => { + if (!safeId) { + return null; + } + + for (const [id, columnData] of columnsData.entries()) { + if (toSafeId(id) === safeId) { + return { id, columnData }; + } + } + + return null; + }; + + // 处理直方图点击，高亮对应文本 + const handleHistogramBinClick = (ev: HistogramBinClickEvent): void => { + const parsed = parseHistogramSource(ev?.source); + if (!parsed) { + return; + } + + const columnEntry = findColumnBySafeId(parsed.safeId); + if (!columnEntry) { + return; + } + + const { columnData } = columnEntry; + + // 在模型差分模式下，只有base列支持点击高亮 + // 非差分模式下，仅在文本渲染已初始化时处理高亮 + if (modelDiffMode) { + // 模型差分模式：只有base列支持点击高亮 + if (!isBaseColumn(columnData.id) || !columnData.lmfInstance) { + return; + } + } else { + // 非模型差分模式：需要文本渲染已初始化 + if (!columnData.lmfInstance) { + return; + } + } + + const { stats_frac, stats_byte_frac } = columnData.histograms; + + let enhancedResult = columnData.enhancedResult; + if (!enhancedResult && columnData.data) { + enhancedResult = processDemoData(columnData.data); + columnData.enhancedResult = enhancedResult; + } + + if (!enhancedResult) { + return; + } + + // binIndex 为 -1 表示取消高亮 + if (ev.binIndex === -1) { + stats_frac?.clearSelection(); + stats_byte_frac?.clearSelection(); + columnData.lmfInstance.clearHighlight(); + return; + } + + // 同一列内仅保持一个直方图的选中状态 + if (parsed.histogramType === 'byte') { + stats_frac?.clearSelection(); + } else { + stats_byte_frac?.clearSelection(); + } + + // 使用通用的高亮计算函数 + const { x0, x1 } = ev; + const { indices, style } = calculateHighlights(parsed.histogramType, x0, x1, ev.binIndex, ev.no_bins, enhancedResult); + + // 高亮这些 token + columnData.lmfInstance.setHighlightedIndices(indices, style); + }; + + // 绑定token悬停事件到全局tooltip + eventHandler.bind(GLTR_Text_Box.events.tokenHovered, (ev: GLTR_HoverEvent) => { + if (ev.hovered) { + toolTip.updateData(ev.d, ev.event); + } else { + toolTip.visibility = false; + } + }); + + // 直方图点击 -> 高亮对应文本 + eventHandler.bind(Histogram.events.binClicked, handleHistogramBinClick); + + /** + * 更新模型差分模式 checkbox 的可用状态 + * 当有 demo 正在加载时禁用 checkbox，所有 demo 加载完成后启用 + */ + const updateModelDiffModeAvailability = (): void => { + const hasLoadingDemos = Array.from(columnsData.values()) + .some(col => !col.data && !col.error); + + const checkbox = d3.select<HTMLInputElement, any>('#model_diff_mode_toggle').node(); + if (checkbox) { + checkbox.disabled = hasLoadingDemos; + if (hasLoadingDemos) { + checkbox.title = tr('Please wait for all demos to load'); + } else { + checkbox.title = ''; + } + } + }; + + // 检查所有 demo 的原文是否一致 + const checkTextConsistency = (): { consistent: boolean; referenceText?: string; inconsistentDemos?: string[] } => { + const texts = new Map<string, string[]>(); + + // 收集所有 demo 的原文 + columnsData.forEach((columnData, id) => { + let text: string | undefined; + + // 优先使用缓存的原文 + if (columnData.originalText !== undefined) { + text = columnData.originalText; + } else if (columnData.data) { + text = columnData.data.request.text; + } + + if (text !== undefined) { + if (!texts.has(text)) { + texts.set(text, []); + } + texts.get(text)!.push(columnData.demoName); + } + }); + + if (texts.size === 0) { + // 没有已加载的 demo + return { consistent: true }; + } + + if (texts.size === 1) { + // 所有 demo 的原文相同 + const referenceText = Array.from(texts.keys())[0]; + return { consistent: true, referenceText }; + } + + // 原文不一致，收集所有不一致的 demo 名称 + const inconsistentDemos: string[] = []; + texts.forEach((demos) => { + inconsistentDemos.push(...demos); + }); + + return { consistent: false, inconsistentDemos }; + }; + + // 清理模型差分模式相关资源 + const cleanupModelDiffMode = (): void => { + columnsData.forEach((columnData) => { + // 只清除差分模式，不销毁实例 + // 实例的生命周期由 updateTextRenderVisibility 统一管理 + if (columnData.lmfInstance) { + columnData.lmfInstance.setDiffMode(false, []); + } + + // 清空原文缓存（可选，因为数据还在 data 字段中） + // columnData.originalText = undefined; + }); + }; + + // 启用模型差分模式 + const enableModelDiffMode = (): void => { + // 检查原文一致性 + const consistency = checkTextConsistency(); + + if (!consistency.consistent) { + showAlertDialog(tr('Error'), tr('Cannot enable model diff mode: current demos have inconsistent source text')); + // 保持 checkbox 未选中状态 + const checkbox = d3.select<HTMLInputElement, any>('#model_diff_mode_toggle').node(); + if (checkbox) { + checkbox.checked = false; + } + return; + } + + modelDiffMode = true; + + // 更新URL + syncStateToURL(); + + // 更新"显示文本渲染"checkbox状态（模型差分模式下自动选中并禁用） + updateShowTextRenderCheckbox(); + + // 计算所有列的差分数据 + recalculateAllDiffStats(); + + // 重新渲染所有列的统计图表和指标 + columnsData.forEach((columnData, id) => { + if (columnData.stats) { + // 更新统计信息显示 + const resultModel = columnData.data.result.model; + updateMetricsForColumn(id, columnData.stats, resultModel); + + // 重新渲染图表 + renderStatsForColumn(id, columnData); + } + }); + + // 显示所有文本渲染区域并初始化 LMF 实例 + columnsData.forEach((columnData, id) => { + // 初始化 LMF 实例（如果不存在）或更新差分模式 + if (!columnData.lmfInstance) { + initLMFForColumn(id, columnData); + } else { + const safeId = toSafeId(id); + const textRenderContainer = d3.select(`#text_render_${safeId}`); + + if (!textRenderContainer.empty()) { + // 确保容器可见 + textRenderContainer.classed('is-hidden', false); + + // 更新差分模式 + const isDiffColumn = columnData.diffStats && !isBaseColumn(id); + if (isDiffColumn && columnData.diffStats) { + columnData.lmfInstance.setDiffMode(true, columnData.diffStats.deltaByteSurprisals); + } else { + columnData.lmfInstance.setDiffMode(false, []); + } + } + } + }); + }; + + // 禁用模型差分模式 + const disableModelDiffMode = (): void => { + modelDiffMode = false; + + // 更新URL + syncStateToURL(); + + // 清除所有列的差分数据 + columnsData.forEach((columnData) => { + columnData.diffStats = null; + }); + + // 清理模型差分模式资源（销毁LMF实例） + cleanupModelDiffMode(); + + // 重新渲染所有列的统计图表和指标（恢复正常显示） + columnsData.forEach((columnData, id) => { + if (columnData.stats) { + // 更新统计信息显示 + const resultModel = columnData.data.result.model; + updateMetricsForColumn(id, columnData.stats, resultModel); + + // 重新渲染图表 + renderStatsForColumn(id, columnData); + } + }); + + // 更新"显示文本渲染"checkbox状态（恢复可用） + updateShowTextRenderCheckbox(); + + // 根据showTextRender状态更新文本渲染显示（会重新创建LMF实例如果需要） + updateTextRenderVisibility(); + }; + + /** + * 更新所有列的文本渲染显示状态 + */ + const updateTextRenderVisibility = (): void => { + columnsData.forEach((columnData, id) => { + const safeId = toSafeId(id); + const textRenderContainer = d3.select(`#text_render_${safeId}`); + + if (!textRenderContainer.empty()) { + // 模型差分模式下始终显示，非模型差分模式下根据 showTextRender 决定 + const shouldShow = modelDiffMode || showTextRender; + textRenderContainer.classed('is-hidden', !shouldShow); + + // 需要显示但实例不存在 → 创建实例 + if (shouldShow && !columnData.lmfInstance) { + initLMFForColumn(id, columnData); + } + // 不需要显示但实例存在 → 销毁实例 + else if (!shouldShow && columnData.lmfInstance) { + columnData.lmfInstance.destroy(); + columnData.lmfInstance = undefined; + } + } + }); + + // 更新URL + syncStateToURL(); + }; + + /** + * 更新"显示文本渲染"checkbox的状态 + */ + const updateShowTextRenderCheckbox = (): void => { + const checkbox = d3.select<HTMLInputElement, any>('#show_text_render_toggle').node(); + if (checkbox) { + // 模型差分模式下，checkbox应该被选中且禁用 + if (modelDiffMode) { + checkbox.checked = true; + checkbox.disabled = true; + } else { + // 非模型差分模式下，checkbox可用，状态由用户控制 + checkbox.disabled = false; + checkbox.checked = showTextRender; + } + } + }; + + /** + * 处理本地文件选择（复用首页架构，支持多选） + * 完整流程：文件选择 → 保存到缓存 → 创建标识符 → 添加到对比列表 + */ + const handleLocalFileSelection = async (): Promise<void> => { + try { + // 1. 触发文件选择器（启用多选） + const result = await localFileIO.import(true); + + if (!result.success) { + // 用户取消不提示错误 + if (!result.cancelled && result.message) { + showAlertDialog(tr('Error'), tr(result.message || 'Import failed')); + } + return; + } + + // 2. 处理文件列表（多选模式始终返回 files 数组） + const filesToProcess = result.files || []; + + if (filesToProcess.length === 0) { + showAlertDialog(tr('Error'), tr('No file selected')); + return; + } + + // 如果文件读取阶段有部分失败，先显示提示 + if (result.message) { + // message 包含部分文件失败的信息，但这不影响后续处理 + // 因为 files 数组已经包含了成功读取的文件 + console.warn('File reading warning:', result.message); + } + + // 3. 批量处理：保存到缓存、创建标识符、添加到对比列表 + const errors: string[] = []; + + for (const file of filesToProcess) { + try { + // 保存到缓存并获取哈希 + const saveResult = await localDemoCache.save(file.data, { + name: file.filename + }); + + if (!saveResult.success || !saveResult.hash) { + errors.push(`${file.filename}: ${tr(saveResult.message || 'Failed to save to cache')}`); + continue; + } + + // 创建资源标识符（格式：local://filename.json~hash） + const identifier = DemoResourceLoader.createLocalIdentifier( + file.filename, + saveResult.hash + ); + + // 添加到对比列表（如果已存在会跳过，不会重复添加） + await addSingleColumn(identifier); + + } catch (error) { + const message = extractErrorMessage(error, tr('Processing failed')); + errors.push(`${file.filename}: ${message}`); + } + } + + // 4. 如果有错误，显示错误提示 + if (errors.length > 0) { + const successCount = filesToProcess.length - errors.length; + const errorMessage = errors.length === filesToProcess.length + ? tr('All files import failed:') + `\n${errors.join('\n')}` + : tr('Some files import failed') + ` (${tr('Success')} ${successCount}/${filesToProcess.length}):\n${errors.join('\n')}`; + showAlertDialog(tr('Import Result'), errorMessage); + } + + // 5. 更新URL（只有在至少有一个文件成功时才更新） + if (filesToProcess.length > errors.length) { + syncStateToURL(); + } + + } catch (error) { + const message = extractErrorMessage(error, tr('Failed to add local file')); + console.error('Failed to add local file:', error); + showAlertDialog(tr('Error'), message); + } + }; + + // 添加单个demo列（动态添加，不重新加载全部） + // 支持本地资源（local://filename.json~hash）和服务器资源（folder/demo.json） + const addSingleColumn = async (resourceIdentifier: string): Promise<void> => { + // 1. 判断资源类型并生成唯一ID + const isLocal = DemoResourceLoader.isLocalResource(resourceIdentifier); + const id = isLocal + ? resourceIdentifier // 本地资源：直接使用标识符作为ID + : normalizeDemoPath(resourceIdentifier); // 服务器资源：规范化路径 + + // 2. 检查是否已存在 + if (columnsData.has(id)) { + showAlertDialog(tr('Info'), tr('This demo is already in the comparison list')); + return; + } + + // 3. 提取显示名称 + const demoName = isLocal + ? DemoResourceLoader.extractLocalInfo(resourceIdentifier).filename + : getDemoName(resourceIdentifier); + + // 4. 用于缓存预加载的数据，避免重复请求 + let preloadedData: AnalysisData | null = null; + + // 5. 如果模型差分模式已启用，先预检查原文 + if (modelDiffMode) { + try { + // 使用统一的资源加载器预加载数据（使用原始资源标识符） + const result = await demoResourceLoader.load(resourceIdentifier); + + if (!result.success || !result.data) { + showAlertDialog(tr('Error'), tr(result.message || 'Load failed')); + return; + } + + const preloadText = result.data.request.text; + + // 与已有 demo 的原文对比 + const consistency = checkTextConsistency(); + + if (consistency.consistent && consistency.referenceText !== undefined) { + if (preloadText !== consistency.referenceText) { + // 原文不一致，显示错误并返回 + showAlertDialog(tr('Error'), tr('Cannot add demo, source text inconsistent with existing demos:') + `\n${demoName}`); + return; + } + } + + // 预检查通过，缓存数据供后续使用，避免重复请求 + preloadedData = result.data; + } catch (err) { + console.error(`预检查 demo ${resourceIdentifier} 失败:`, err); + const message = extractErrorMessage(err, tr('Precheck failed')); + showAlertDialog(tr('Error'), tr('Demo precheck failed:') + ` ${message}`); + return; + } + } + + // 6. 创建列数据对象 + const columnData: DemoColumnData = { + id, + demoPath: resourceIdentifier, // 存储资源标识符（本地或服务器） + demoName, + data: preloadedData, // 如果有预加载的数据，直接使用；否则为 null + enhancedResult: null, + stats: null, + error: null, + originalText: undefined, + lmfInstance: undefined, + histograms: { + stats_frac: null, + stats_byte_frac: null, + stats_surprisal_progress: null + } + }; + + // 7. 创建HTML并插入到容器末尾 + const columnHTML = createColumnHTML(id, demoName); + const containerNode = container.node(); + if (!containerNode || !(containerNode instanceof Element)) { + throw new Error('Container node is not an Element'); + } + const columnElement = document.createElement('div'); + containerNode.appendChild(columnElement); + const columnNode = d3.select(columnElement); + columnNode.html(columnHTML); + + // 8. 初始化可视化组件 + initializeColumnVisualizations(id, columnData); + + // 9. 存储数据 + columnsData.set(id, columnData); + + // 10. 加载demo数据（如果已有预加载数据，loadDemoForColumn 会跳过重复请求） + await loadDemoForColumn(id); + }; + + // 清空所有对比列 + const clearAllColumns = (): void => { + // 清理所有 LMF 实例 + columnsData.forEach((columnData) => { + if (columnData.lmfInstance) { + columnData.lmfInstance.destroy(); + columnData.lmfInstance = undefined; + } + }); + + // 清空数据 + columnsData.clear(); + + // 只移除列元素，保留空状态元素（空状态会自动显示） + container.selectAll('.compare-column').remove(); + + // 更新URL（移除demos参数） + const currentParams = URLHandler.parameters; + delete currentParams['demos']; + URLHandler.updateUrl(currentParams, false); + + // 更新模型差分模式可用性（清空后应该禁用） + updateModelDiffModeAvailability(); + + // 不再需要手动设置提示信息，CSS会自动显示空状态 + }; + + // 同步状态到URL参数（保留其他URL参数） + const syncStateToURL = (): void => { + const demoPaths = Array.from(columnsData.values()) + .map(col => col.demoPath) + .filter(path => path != null && path !== ''); // 明确过滤空值 + + const currentParams = URLHandler.parameters; + + // 删除要控制的参数 + delete currentParams['showTextRender']; + delete currentParams['modelDiffMode']; + delete currentParams['demos']; + + // 直接在 currentParams 上添加，确保 showTextRender 和 modelDiffMode 在 demos 前面 + if (showTextRender) { + currentParams['showTextRender'] = '1'; + } + + if (modelDiffMode) { + currentParams['modelDiffMode'] = '1'; + } + + if (demoPaths.length > 0) { + // demos 始终按数组语义：写入为逗号拼接字符串，避免 URL 出现数组前缀 ".." + currentParams['demos'] = demoPaths.join(','); + } + + URLHandler.updateUrl(currentParams, false); + }; + + // 初始化所有列（从URL参数加载） + const initializeColumns = async (): Promise<void> => { + if (demoPaths.length === 0) { + // 容器为空时，空状态会自动显示 + return; + } + + // 串行添加所有列，保持 URL 参数顺序 + try { + for (const path of demoPaths) { + await addSingleColumn(path); + } + + // 检查是否有错误 + const errors = Array.from(columnsData.values()) + .filter(col => col.error) + .map(col => `${col.demoName}: ${col.error}`); + if (errors.length > 0) { + showAlertDialog(tr('Some demos failed to load'), errors.join('\n')); + } + + // 初始化完成后，更新模型差分模式可用性 + updateModelDiffModeAvailability(); + } catch (err) { + console.error('Error loading demos:', err); + showAlertDialog(tr('Error'), tr('Error loading demos, please check console for details.')); + // 即使出错也要更新可用性 + updateModelDiffModeAvailability(); + } + }; + + // 初始化主题管理器（在所有函数定义之后） + const themeManager = initThemeManager({ + onThemeChange: () => { + columnsData.forEach((col) => { + if (col.data && col.stats) { + renderStatsForColumn(col.id, col); + } + requestAnimationFrame(() => col.lmfInstance?.reRenderCurrent()); + }); + } + }); + + // 获取当前已存在的demo ID集合 + // 本地资源：使用完整标识符（local://filename~hash） + // 服务器资源：使用规范化路径 + const getExistingDemoIds = (): Set<string> => { + return new Set( + Array.from(columnsData.values()) + .map(col => { + // 本地资源直接使用标识符，服务器资源规范化路径 + return DemoResourceLoader.isLocalResource(col.demoPath) + ? col.demoPath + : normalizeDemoPath(col.demoPath); + }) + ); + }; + + // 打开demo选择弹窗 + const showDemoSelectorDialog = (): void => { + const existingDemoIds = getExistingDemoIds(); + + showDialog({ + title: tr('Select Demo'), + // 使用CSS响应式单位，自动响应窗口大小变化 + // 宽度：最小300px，最大不超过90vw或800px + width: 'clamp(300px, 90vw, 800px)', + // 高度：最小400px，最大不超过85vh + height: 'max(400px, 85vh)', + content: (dialog, setConfirmButtonState) => { + // 创建demo选择容器 + const demoContainer = dialog.append('div') + .attr('class', 'demo-selector-container'); + + // 创建demo-section结构（服务器demo列表） + const demoSection = demoContainer.append('section') + .attr('class', 'demo-section'); + + const demoHeader = demoSection.append('div') + .attr('class', 'demo-header'); + + // 左侧：文本和刷新按钮 + const leftSection = demoHeader.append('div') + .style('display', 'flex') + .style('align-items', 'center') + .style('gap', '8px'); + + leftSection.append('span') + .text(tr('Select demo to add:')); + + const refreshBtn = leftSection.append('button') + .attr('class', 'refresh-btn') + .attr('title', tr('Refresh demo list')) + .text('↻'); + + const loadingIndicator = leftSection.append('span') + .attr('class', 'demos-loading') + .style('display', 'none') + .text(tr('Refreshing...')); + + // 右侧：本地文件选择按钮 + const headerActions = demoHeader.append('div') + .attr('class', 'demo-header-actions'); + + headerActions.append('button') + .attr('class', 'btn btn-primary') + .style('padding', '8px 16px') + .style('cursor', 'pointer') + .text(tr('Select local')) + .on('click', async () => { + // 关闭弹窗 + const overlay = d3.select('.dialog-overlay'); + if (!overlay.empty()) { + overlay.remove(); + } + + // 触发本地文件选择 + await handleLocalFileSelection(); + }); + + const demosContainer = demoSection.append('div') + .attr('class', 'demos'); + + // 创建独立的demoManager实例（只读模式，强制多选） + const selectorDemoManager = initDemoManager({ + api, + enableDemo: true, + containerSelector: '.demo-selector-container .demos', + loaderSelector: '.demo-selector-container .demos-loading', + refreshSelector: '.demo-selector-container .refresh-btn', + forceMultiSelect: true, // 强制启用多选模式 + disableFolderOperations: true, // 禁用文件夹操作（只读模式） + disableClickLoad: true, // 禁用单击加载，只通过复选框选择 + onDemoLoaded: () => { + // 只读模式：不加载demo + }, + onTextPrefill: () => {}, + onDemoLoading: () => {}, + onRefreshStart: () => { + loadingIndicator.style('display', null); + }, + onRefreshEnd: () => { + loadingIndicator.style('display', 'none'); + // 刷新后重新标记已存在的demo（多选模式已自动启用） + markExistingDemos(); + }, + onSelectionChange: (selectedCount: number) => { + // 当选择数量变化时，更新弹窗确定按钮的可用状态 + if (setConfirmButtonState) { + const hasSelection = selectedCount > 0; + setConfirmButtonState(hasSelection); + } + }, + }); + + // 标记已存在的demo为不可选 + const markExistingDemos = () => { + const demoItems = d3.selectAll<HTMLDivElement, any>('.demo-selector-container .demo-item'); + demoItems.each(function(d) { + const demoItem = d3.select(this); + const checkbox = demoItem.select<HTMLInputElement>('.demo-checkbox-inline'); + const demoBtn = demoItem.select('.demoBtn'); + + if (!checkbox.empty() && !demoBtn.empty() && d) { + // 获取demo的完整路径 + // d是绑定到demo-item的数据（DemoItem类型） + const itemPath = d.path || ''; + const normalizedPath = normalizeDemoPath(itemPath); + + if (existingDemoIds.has(normalizedPath)) { + // 禁用复选框 + const checkboxNode = checkbox.node(); + if (checkboxNode) { + checkboxNode.disabled = true; + checkboxNode.checked = false; + } + + // 添加视觉提示 + demoItem.classed('demo-item-disabled', true); + demoBtn.classed('demo-disabled', true); + } + // 不再重新绑定 change 事件，让 demoManager.ts 的事件处理正常工作 + // 这样 multiSelect 的状态会自动同步，控制栏按钮状态也会自动更新 + } + }); + }; + + return { + getValue: () => { + return selectorDemoManager.getSelectedPaths(); + }, + validate: () => { + return selectorDemoManager.getSelectedPaths().length > 0; + } + }; + }, + onConfirm: (selectedPaths: string[]) => { + if (!selectedPaths || selectedPaths.length === 0) { + showAlertDialog(tr('Info'), tr('Please select at least one demo')); + return; + } + + // 串行添加选中的demo，保持选择顺序 + (async () => { + try { + for (const path of selectedPaths) { + await wrappedAddSingleColumn(path); + } + // 更新URL + syncStateToURL(); + } catch (err) { + console.error('Failed to add demo:', err); + } + })(); + }, + confirmText: tr('Confirm'), + cancelText: tr('Cancel') + }); + }; + + // 编辑模式状态 + let editMode = false; + const wrapper = d3.select('.compare-wrapper'); + + // 切换编辑模式 + const toggleEditMode = (): void => { + editMode = !editMode; + if (editMode) { + wrapper.classed('edit-mode', true); + } else { + wrapper.classed('edit-mode', false); + } + updateEditButtonsState(); + }; + + // 更新编辑按钮状态（禁用首列左移、移到最左，末列右移、移到最右） + const updateEditButtonsState = (): void => { + const columns = container.selectAll<HTMLElement, any>('.compare-column'); + const columnNodes = columns.nodes(); + + columns.each(function(d, i) { + const columnElement = d3.select(this); + const moveToFirstBtn = columnElement.select('.move-to-first-btn'); + const moveLeftBtn = columnElement.select('.move-left-btn'); + const moveRightBtn = columnElement.select('.move-right-btn'); + const moveToLastBtn = columnElement.select('.move-to-last-btn'); + + // 首列禁用左移和移到最左 + const isFirst = i === 0; + moveToFirstBtn.property('disabled', isFirst); + moveLeftBtn.property('disabled', isFirst); + + // 末列禁用右移和移到最右 + const isLast = i === columnNodes.length - 1; + moveRightBtn.property('disabled', isLast); + moveToLastBtn.property('disabled', isLast); + }); + }; + + // 同步 DOM 顺序到 columnsData 和 URL（公共逻辑） + const syncColumnOrder = (): void => { + // 重新查询 DOM 获取新的顺序（DOM 操作后必须重新查询） + const newAllColumns = Array.from(container.selectAll('.compare-column').nodes()) as HTMLElement[]; + const newColumnIds = newAllColumns.map(node => { + const element = node as HTMLElement; + return element.getAttribute('data-column-id') || ''; + }).filter(id => id && columnsData.has(id)); + + // 重新构建 columnsData Map（按照新的 DOM 顺序） + const newColumnsData = new Map<string, DemoColumnData>(); + newColumnIds.forEach(id => { + const data = columnsData.get(id); + if (data) { + newColumnsData.set(id, data); + } + }); + columnsData.clear(); + newColumnsData.forEach((value, key) => { + columnsData.set(key, value); + }); + + // 更新 URL + syncStateToURL(); + + // 更新按钮状态 + updateEditButtonsState(); + + // 如果在模型差分模式下，重新计算差分数据（因为Base可能变了） + if (modelDiffMode) { + recalculateAllDiffStats(); + + // 重新渲染所有列的统计图表和指标，并更新 LMF 实例的差分模式 + columnsData.forEach((columnData, id) => { + if (columnData.stats) { + const resultModel = columnData.data.result.model; + updateMetricsForColumn(id, columnData.stats, resultModel); + renderStatsForColumn(id, columnData); + } + + // 更新 LMF 实例的差分模式（如果存在） + if (columnData.lmfInstance) { + const isDiffColumn = columnData.diffStats && !isBaseColumn(id); + if (isDiffColumn && columnData.diffStats) { + columnData.lmfInstance.setDiffMode(true, columnData.diffStats.deltaByteSurprisals); + } else { + columnData.lmfInstance.setDiffMode(false, []); + } + } + }); + } + }; + + // 移动列（支持 left/right/first/last 四个方向） + const moveColumn = (columnId: string, direction: 'left' | 'right' | 'first' | 'last'): void => { + const columnElement = container.select(`[data-column-id="${columnId}"]`); + if (columnElement.empty()) { + return; + } + + const columnNode = columnElement.node() as HTMLElement | null; + if (!columnNode) { + return; + } + + // 获取所有 .compare-column 元素（按 DOM 顺序） + const allColumns = Array.from(container.selectAll('.compare-column').nodes()) as HTMLElement[]; + const currentIndex = allColumns.indexOf(columnNode); + + if (currentIndex === -1) { + return; // 找不到当前列 + } + + // 获取容器节点（#compare-container） + const containerNode = container.node() as HTMLElement | null; + if (!containerNode) { + return; + } + + // 获取要移动的元素的父节点（外层 div） + const columnParent = columnNode.parentElement; + if (!columnParent) { + return; + } + + // 根据方向执行移动 + if (direction === 'first') { + // 移到最左：移到容器最前面 + if (currentIndex === 0) { + return; // 已经在最左 + } + const firstColumnParent = allColumns[0].parentElement; + if (firstColumnParent) { + containerNode.insertBefore(columnParent, firstColumnParent); + } + } else if (direction === 'last') { + // 移到最右：移到容器最后面 + if (currentIndex === allColumns.length - 1) { + return; // 已经在最右 + } + containerNode.appendChild(columnParent); + } else if (direction === 'left') { + // 向左移动：移到前一列之前 + if (currentIndex === 0) { + return; // 已经是第一列 + } + const targetIndex = currentIndex - 1; + const targetColumn = allColumns[targetIndex]; + if (!targetColumn) { + return; + } + const targetParent = targetColumn.parentElement; + if (!targetParent) { + return; + } + // 如果两个元素的父节点相同，说明 DOM 结构有问题 + if (columnParent === targetParent) { + console.error('DOM 结构异常：两个列在同一个父容器中'); + return; + } + containerNode.insertBefore(columnParent, targetParent); + } else { // direction === 'right' + // 向右移动：移到后一列之后 + if (currentIndex === allColumns.length - 1) { + return; // 已经是最后一列 + } + const targetIndex = currentIndex + 1; + const targetColumn = allColumns[targetIndex]; + if (!targetColumn) { + return; + } + const targetParent = targetColumn.parentElement; + if (!targetParent) { + return; + } + // 如果两个元素的父节点相同，说明 DOM 结构有问题 + if (columnParent === targetParent) { + console.error('DOM 结构异常：两个列在同一个父容器中'); + return; + } + // 如果目标列的外层 div 有下一个兄弟节点，插入到它之前；否则追加到末尾 + if (targetParent.nextSibling) { + containerNode.insertBefore(columnParent, targetParent.nextSibling); + } else { + containerNode.appendChild(columnParent); + } + } + + // 同步 DOM 顺序到 columnsData 和 URL + syncColumnOrder(); + }; + + // 删除列 + const deleteColumn = (columnId: string): void => { + const columnData = columnsData.get(columnId); + if (!columnData) { + return; + } + + // 在删除前先判断是否是base列（用于后续判断是否需要重新计算差分） + const deletedIsBase = isBaseColumn(columnId); + + // 清理 LMF 实例（如果存在） + if (columnData.lmfInstance) { + columnData.lmfInstance.destroy(); + columnData.lmfInstance = undefined; + } + + // 列编辑模式时直接删除，不需要确认弹窗 + // 移除 DOM 元素 + const columnElement = container.select(`[data-column-id="${columnId}"]`); + columnElement.remove(); + + // 从 columnsData 中删除 + columnsData.delete(columnId); + + // 更新 URL + syncStateToURL(); + + // 更新按钮状态 + updateEditButtonsState(); + + // 更新模型差分模式可用性 + updateModelDiffModeAvailability(); + + // 如果在模型差分模式下且删除的是base列，重新计算差分数据 + if (modelDiffMode && deletedIsBase) { + recalculateAllDiffStats(); + + // 重新渲染所有列的统计图表和指标，并更新 LMF 实例的差分模式 + columnsData.forEach((columnData, id) => { + if (columnData.stats) { + const resultModel = columnData.data.result.model; + updateMetricsForColumn(id, columnData.stats, resultModel); + renderStatsForColumn(id, columnData); + } + + // 更新 LMF 实例的差分模式（如果存在） + if (columnData.lmfInstance) { + const isDiffColumn = columnData.diffStats && !isBaseColumn(id); + if (isDiffColumn && columnData.diffStats) { + columnData.lmfInstance.setDiffMode(true, columnData.diffStats.deltaByteSurprisals); + } else { + columnData.lmfInstance.setDiffMode(false, []); + } + } + }); + } + }; + + // 绑定列操作按钮事件（使用事件委托） + container.on('click', function(event) { + // 非编辑模式下不处理 + if (!editMode) { + return; + } + + const target = event.target as HTMLElement; + if (!target) { + return; + } + + // 使用 closest 来查找按钮元素（处理点击文本节点的情况） + const moveToFirstBtn = target.closest('.move-to-first-btn'); + const moveLeftBtn = target.closest('.move-left-btn'); + const moveRightBtn = target.closest('.move-right-btn'); + const moveToLastBtn = target.closest('.move-to-last-btn'); + const deleteBtn = target.closest('.delete-btn'); + + // 如果点击的是禁用按钮，不处理 + if (moveToFirstBtn && (moveToFirstBtn as HTMLElement).hasAttribute('disabled')) { + return; + } + if (moveLeftBtn && (moveLeftBtn as HTMLElement).hasAttribute('disabled')) { + return; + } + if (moveRightBtn && (moveRightBtn as HTMLElement).hasAttribute('disabled')) { + return; + } + if (moveToLastBtn && (moveToLastBtn as HTMLElement).hasAttribute('disabled')) { + return; + } + + const columnElement = target.closest('.compare-column'); + if (!columnElement) { + return; + } + + const columnId = columnElement.getAttribute('data-column-id'); + if (!columnId) { + return; + } + + if (moveToFirstBtn) { + moveColumn(columnId, 'first'); + } else if (moveLeftBtn) { + moveColumn(columnId, 'left'); + } else if (moveRightBtn) { + moveColumn(columnId, 'right'); + } else if (moveToLastBtn) { + moveColumn(columnId, 'last'); + } else if (deleteBtn) { + deleteColumn(columnId); + } + }); + + // 绑定按钮事件 + const editModeToggleBtn = d3.select('#edit_mode_toggle'); + const clearBtn = d3.select('#clear_demos_btn'); + const addBtn = d3.select('#add_demos_btn'); + const showTextRenderToggle = d3.select<HTMLInputElement, any>('#show_text_render_toggle'); + const modelDiffModeToggle = d3.select<HTMLInputElement, any>('#model_diff_mode_toggle'); + + editModeToggleBtn.on('click', () => { + toggleEditMode(); // 切换编辑模式（内部会更新 editMode 状态） + editModeToggleBtn.text(editMode ? tr('Finish editing') : tr('Edit')); + // 添加/移除 finish-edit 类来改变按钮样式 + editModeToggleBtn.classed('finish-edit', editMode); + }); + + clearBtn.on('click', () => { + if (columnsData.size === 0) { + showAlertDialog(tr('Info'), tr('No demos to compare')); + return; + } + clearAllColumns(); + }); + + addBtn.on('click', () => { + showDemoSelectorDialog(); + }); + + // 绑定"显示文本渲染" checkbox 事件 + showTextRenderToggle.on('change', function() { + const checkbox = this as HTMLInputElement; + showTextRender = checkbox.checked; + updateTextRenderVisibility(); + // 更新URL以反映状态变化 + syncStateToURL(); + }); + + // 绑定模型差分模式 checkbox 事件 + modelDiffModeToggle.on('change', function() { + const checkbox = this as HTMLInputElement; + if (checkbox.checked) { + enableModelDiffMode(); + } else { + disableModelDiffMode(); + } + }); + + // 包装 addSingleColumn，添加列后更新按钮状态 + const wrappedAddSingleColumn = async (demoPath: string): Promise<void> => { + await addSingleColumn(demoPath); + updateEditButtonsState(); + // addSingleColumn 内部的 loadDemoForColumn 会调用 updateModelDiffModeAvailability + // 这里不需要重复调用 + }; + + // 初始化国际化（跟随首页设置） + initI18n(); + document.title = tr(document.title); + + // 启动 + initializeColumns().then(() => { + updateEditButtonsState(); + updateShowTextRenderCheckbox(); // 初始化"显示文本渲染"checkbox状态 + // initializeColumns 内部会调用 updateModelDiffModeAvailability + + // 从URL恢复模型差分模式checkbox状态（始终同步，不管是否有demos） + const modelDiffModeCheckbox = d3.select<HTMLInputElement, any>('#model_diff_mode_toggle').node(); + if (modelDiffModeCheckbox) { + modelDiffModeCheckbox.checked = modelDiffMode; + } + + // 如果有demo且模型差分模式开启，启用模型差分模式功能 + if (modelDiffMode && columnsData.size > 0) { + enableModelDiffMode(); + } + + // 从URL恢复文本渲染显示状态（始终同步checkbox状态） + const showTextRenderCheckbox = d3.select<HTMLInputElement, any>('#show_text_render_toggle').node(); + if (showTextRenderCheckbox) { + showTextRenderCheckbox.checked = showTextRender; + } + + // 更新文本渲染显示（如果状态为true） + if (showTextRender) { + updateTextRenderVisibility(); + } + }); +}; + diff --git a/client/src/ts/config/apiConfig.ts b/client/src/ts/config/apiConfig.ts new file mode 100644 index 0000000000000000000000000000000000000000..e7177bf71164b9dab27ba874c1539826a80c5f82 --- /dev/null +++ b/client/src/ts/config/apiConfig.ts @@ -0,0 +1,15 @@ +/** + * API配置 - 统一管理API端点路径 + */ + +/** + * Demo文件访问端点 + * 用于直接获取demo JSON文件内容 + */ +export const DEMO_FILE_ENDPOINT = '/demo'; + +/** + * Demo操作API基础路径 + * 用于list_demos, save_demo等操作 + */ +export const DEMO_API_BASE = '/api'; diff --git a/client/src/ts/constants.ts b/client/src/ts/constants.ts new file mode 100644 index 0000000000000000000000000000000000000000..de14179aff13b6f9fcc8a410b7b358f5f50d565d --- /dev/null +++ b/client/src/ts/constants.ts @@ -0,0 +1,10 @@ +/** 语义匹配度阈值：低于此值视为不匹配，用于 fill_blank 跳过、chunk 显示、匹配度颜色等 */ +// 0.6b下count模式0.9以上才实际匹配；更大模型一般是0或1的匹配度 +export const SEMANTIC_MATCH_THRESHOLD = 0.1; + +// 每个token占用的字节数（qwen bpe分词平均值）为 4-5 +export const BYTE_PER_TOKEN = 4; +// 每个chunk最大token数 +export const SEMANTIC_CHUNK_TOKEN = 200; +/** 语义搜索分块模式：每块 UTF-8 字节数上限（仅为估算值） */ +export const SEMANTIC_CHUNK_BYTES = SEMANTIC_CHUNK_TOKEN * BYTE_PER_TOKEN; \ No newline at end of file diff --git a/client/src/ts/controllers/demoStorageController.ts b/client/src/ts/controllers/demoStorageController.ts new file mode 100644 index 0000000000000000000000000000000000000000..9c09d6604b408b13cd8fc93c2b5b15f746ed46e4 --- /dev/null +++ b/client/src/ts/controllers/demoStorageController.ts @@ -0,0 +1,140 @@ +/** + * Demo存储控制器 - 协调存储层和UI层 + */ + +import type { AnalysisData } from '../api/GLTR_API'; +import type { IDemoStorage, SaveOptions, SaveResult } from '../storage/demoStorage'; +import { showConfirmDialog, showAlertDialog } from '../ui/dialog'; +import { tr, trf } from '../lang/i18n-lite'; + +export interface StorageCallbacks { + onStart?: () => void; + onSuccess?: (name?: string, result?: SaveResult) => void; + onError?: (error: Error) => void; + setLoading?: (loading: boolean) => void; + showToast?: (message: string, type: 'success' | 'error') => void; + /** + * 是否显示成功提示（使用 toast） + * 默认为 true，设置为 false 时成功提示由调用者自行处理 + * 注意：错误提示统一使用 alert，不受此参数影响 + */ + showSuccessToast?: boolean; +} + +/** + * Demo存储控制器 + */ +export class DemoStorageController { + constructor( + private storage: IDemoStorage, + private callbacks: StorageCallbacks = {} + ) {} + + /** + * 保存demo + */ + async save(data: AnalysisData, options: SaveOptions): Promise<SaveResult | null> { + const { onStart, onSuccess, onError, setLoading, showToast, showSuccessToast = true } = this.callbacks; + + onStart?.(); + setLoading?.(true); + + try { + const result = await this._doSave(data, options, false); + setLoading?.(false); + + if (result) { + onSuccess?.(options.name, result); + // 成功提示：根据 showSuccessToast 决定是否显示 + if (showSuccessToast) { + const hint = this.storage.type === 'local' ? tr('Downloaded to local') : tr('Upload successful'); + showToast?.(`Demo "${options.name}" ${hint}！`, 'success'); + } + } + + return result; + } catch (error) { + setLoading?.(false); + const err = error instanceof Error ? error : new Error(String(error)); + onError?.(err); + + // 错误提示：统一使用 alert + showAlertDialog(tr('Error'), trf('Save failed: {message}', { message: err.message })); + return null; + } + } + + /** + * 内部保存逻辑，处理覆盖 + */ + private async _doSave( + data: AnalysisData, + options: SaveOptions, + overwrite: boolean + ): Promise<SaveResult | null> { + const result = await this.storage.save(data, { ...options, overwrite }); + + // 文件已存在 - 仅服务器需要确认覆盖 + if (!result.success && result.exists && this.storage.type === 'server') { + return new Promise((resolve) => { + this.callbacks.setLoading?.(false); + showConfirmDialog( + tr('File already exists'), + trf('File "{name}.json" already exists, overwrite?', { name: options.name }), + async () => { + this.callbacks.setLoading?.(true); + const saved = await this._doSave(data, options, true); + resolve(saved); + }, + () => { + this.callbacks.onError?.(new Error(tr('User cancelled save'))); + resolve(null); + }, + tr('Overwrite'), + tr('Cancel') + ); + }); + } + + if (!result.success) { + throw new Error(result.message || 'Save failed'); + } + + return result; + } + + /** + * 加载demo + */ + async load(path?: string): Promise<AnalysisData | null> { + const { onStart, onSuccess, onError, setLoading } = this.callbacks; + + onStart?.(); + setLoading?.(true); + + try { + const result = await this.storage.load(path); + setLoading?.(false); + + if (result.success && result.data) { + onSuccess?.(); + return result.data; + } else { + // 显示错误（这里不涉及用户取消操作） + if (result.message) { + const err = new Error(result.message || 'Load failed'); + onError?.(err); + showAlertDialog(tr('Error'), tr(err.message)); + } + return null; + } + } catch (error) { + setLoading?.(false); + const err = error instanceof Error ? error : new Error(String(error)); + onError?.(err); + showAlertDialog(tr('Error'), trf('Load failed: {message}', { message: err.message })); + return null; + } + } +} + diff --git a/client/src/ts/controllers/highlightController.ts b/client/src/ts/controllers/highlightController.ts new file mode 100644 index 0000000000000000000000000000000000000000..771488d9a0419d431fc6843a85929d755375992a --- /dev/null +++ b/client/src/ts/controllers/highlightController.ts @@ -0,0 +1,143 @@ +import * as d3 from 'd3'; +import type { GLTR_Text_Box } from '../vis/GLTR_Text_Box'; +import type { Histogram } from '../vis/Histogram'; +import type { HistogramBinClickEvent } from '../vis/Histogram'; +import type { ScatterPlot, ScatterChunkClickEvent } from '../vis/ScatterPlot'; +import type { FrontendAnalyzeResult } from '../api/GLTR_API'; +import { + calculateHighlights, + type HistogramType, + type HighlightData +} from '../utils/highlightUtils'; + +export type HighlightCurrentData = { result: FrontendAnalyzeResult; signalProbs?: number[]; pPwValues?: number[]; pwScores?: number[] } | null; + +export type HighlightControllerOptions = { + stats_frac: Histogram; + stats_raw_score_normed?: Histogram; + stats_match_score_progress?: ScatterPlot; + lmf: GLTR_Text_Box; + currentData: HighlightCurrentData; +}; + +export class HighlightController { + private options: HighlightControllerOptions; + + constructor(options: HighlightControllerOptions) { + this.options = options; + } + + /** + * 清除所有高亮（文本与直方图） + */ + public clearHighlights(): void { + this.options.stats_frac.clearSelection(); + this.options.stats_raw_score_normed?.clearSelection(); + this.options.stats_match_score_progress?.clearSelection(); + this.options.lmf.clearHighlight(); + } + + /** + * 处理直方图 bin 点击事件 + */ + public handleHistogramBinClick(ev: HistogramBinClickEvent): void { + const { currentData } = this.options; + if (!currentData) return; + + // 如果 binIndex 为 -1，表示用户取消选择，清除所有高亮 + if (ev.binIndex === -1) { + this.clearHighlights(); + return; + } + + const { x0, x1, binIndex, no_bins, source } = ev; + const highlightData: HighlightData = { ...currentData.result, signalProbs: currentData.signalProbs, pPwValues: currentData.pPwValues, pwScores: currentData.pwScores }; + + let histogramType: HistogramType = 'token'; + if (source === 'stats_raw_score_normed') histogramType = 'raw_score_normed'; + + if (histogramType === 'raw_score_normed') { + this.options.stats_frac.clearSelection(); + } else { + this.options.stats_raw_score_normed?.clearSelection(); + } + + this.options.stats_match_score_progress?.clearSelection(); + + const { indices, style } = calculateHighlights(histogramType, x0, x1, binIndex, no_bins, highlightData); + + this.options.lmf.setHighlightedIndices(indices, style); + } + + /** + * 处理 match score per chunk 进度图 chunk 区域点击 + */ + public handleMatchScoreChunkClick(ev: ScatterChunkClickEvent): void { + if (ev.source !== 'stats_match_score_progress') return; + const { currentData } = this.options; + if (!currentData) return; + + if (ev.chunkIndex === -1) { + this.options.lmf.clearHighlight(); + return; + } + + this.options.stats_frac.clearSelection(); + this.options.stats_raw_score_normed?.clearSelection(); + + this.options.lmf.setChunkCharRangeHighlight(ev.x0, ev.x1); + this.options.lmf.scrollToUnicodeCharOffset(ev.x0); + } + + /** 获取当前高亮数据 */ + public getCurrentData(): HighlightCurrentData { + return (this.options as { currentData: HighlightCurrentData }).currentData; + } + + /** + * 更新当前数据（当数据变化时调用） + */ + public updateCurrentData(currentData: HighlightCurrentData): void { + (this.options as { currentData: HighlightCurrentData }).currentData = currentData; + } +} + +/** + * 初始化高亮清除事件监听（点击空白处和 ESC 键） + */ +export const initHighlightClearListeners = ( + clearHighlights: () => void +): void => { + // 点击页面空白处清除高亮（通用解决方案） + // 监听整个文档的点击事件，但排除可交互元素 + d3.select('body').on('click.clearHighlight', (event: MouseEvent) => { + const target = <HTMLElement>event.target; + if (!target) return; + + // 排除可交互元素：token、按钮、输入框、直方图bin等 + const isInteractive = + target.closest('.token') || // token元素 + target.closest('button') || // 按钮 + target.closest('input') || // 输入框 + target.closest('textarea') || // 文本域 + target.closest('select') || // 下拉框 + target.closest('.bar') || // 直方图bar + target.closest('.hover-area') || // 直方图悬停区域 + target.closest('a') || // 链接 + target.closest('[role="button"]') || // 有button角色的元素 + target.closest('[onclick]'); // 有onclick属性的元素 + + // 如果点击的不是可交互元素，则清除高亮 + if (!isInteractive) { + clearHighlights(); + } + }); + + // 按下 ESC 键清除高亮 + d3.select(window).on('keydown.clearHighlight', (event: KeyboardEvent) => { + if (event.key === 'Escape') { + clearHighlights(); + } + }); +}; + diff --git a/client/src/ts/controllers/layoutController.ts b/client/src/ts/controllers/layoutController.ts new file mode 100644 index 0000000000000000000000000000000000000000..059ee25f26be34c151dcd36d9d972202d9bc6dce --- /dev/null +++ b/client/src/ts/controllers/layoutController.ts @@ -0,0 +1,184 @@ +import * as d3 from 'd3'; +import { isNarrowScreen } from '../utils/responsive'; + +export type LayoutState = { + sidebar: { + width: number; + visible: boolean; + }; +}; + +export type LayoutControllerOptions = { + sidebarState: LayoutState['sidebar']; + sideBar: d3.Selection<any, unknown, any, any>; + sidebarBtn: d3.Selection<any, unknown, any, any>; + onSidebarToggle?: (visible: boolean) => void; + onLayoutChange?: () => void; +}; + +export class LayoutController { + private options: LayoutControllerOptions; + private isResizing = false; + private startX = 0; + private startWidth = 0; + private leftPanelRatio = 0.5; // 左侧面板的比例，默认50% + + constructor(options: LayoutControllerOptions) { + this.options = options; + this.initialize(); + } + + private initialize(): void { + this.setupSidebar(); + this.setupWindowResize(); + this.setupPanelResizer(); + this.reLayout(window.innerWidth, window.innerHeight); + } + + private setupSidebar(): void { + this.options.sidebarBtn.on('click', () => { + const sb = this.options.sidebarState; + sb.visible = !sb.visible; + + this.options.sidebarBtn.classed('on', sb.visible); + this.options.sideBar.classed('hidden', !sb.visible); + this.options.sideBar.style('right', + sb.visible ? null : `-${this.options.sidebarState.width}px`); + + if (this.options.onSidebarToggle) { + this.options.onSidebarToggle(sb.visible); + } + + this.reLayout(); + }); + } + + private setupWindowResize(): void { + window.onresize = () => { + const w = window.innerWidth; + const h = window.innerHeight; + this.reLayout(w, h); + if (this.options.onLayoutChange) { + this.options.onLayoutChange(); + } + }; + } + + public reLayout(w = window.innerWidth, h = window.innerHeight): void { + d3.selectAll('.sidenav') + .style('height', (h - 53) + 'px'); + + const sb = this.options.sidebarState; + const mainWidth = w - (sb.visible ? sb.width : 0); + + // 检测是否是移动端/窄屏模式 + const isMobile = isNarrowScreen(); + const mainFrame = d3.selectAll('.main_frame'); + + if (isMobile) { + // 移动端：不设置固定高度，让CSS的height: auto生效，允许body滚动 + mainFrame + .style('height', null) // 移除内联样式，让CSS生效 + .style('width', null); // 移除内联宽度样式，让CSS生效 + } else { + // 桌面端：设置固定高度 + mainFrame + .style('height', (h - 53) + 'px') + .style('width', mainWidth + 'px'); + + // 根据保存的比例重新计算左侧面板宽度 + this.updateLeftPanelWidth(mainWidth); + } + } + + /** + * 根据当前窗口宽度和保存的比例更新左侧面板宽度 + */ + private updateLeftPanelWidth(containerWidth: number): void { + const leftPanel = d3.select('.left_panel'); + if (leftPanel.empty()) return; + + // 计算可用宽度（减去分割线宽度8px） + const availableWidth = containerWidth - 8; + + // 根据比例计算左侧面板宽度 + const leftWidth = availableWidth * this.leftPanelRatio; + + // 确保宽度在最小和最大限制内 + const minWidth = containerWidth * 0.1; + const maxWidth = containerWidth * 0.9; + const clampedWidth = Math.max(minWidth, Math.min(maxWidth, leftWidth)); + + // 更新比例（如果被限制，则更新比例以保持一致性） + this.leftPanelRatio = clampedWidth / availableWidth; + + leftPanel.style('flex-basis', clampedWidth + 'px'); + } + + private setupPanelResizer(): void { + const resizer = d3.select('#resizer'); + const leftPanel = d3.select('.left_panel'); + + // 初始化左侧面板宽度（使用默认比例50%） + const sb = this.options.sidebarState; + const mainWidth = window.innerWidth - (sb.visible ? sb.width : 0); + this.updateLeftPanelWidth(mainWidth); + + resizer.on('mousedown', (event: MouseEvent) => { + event.preventDefault(); + event.stopPropagation(); + + this.isResizing = true; + this.startX = event.clientX; + + // 获取当前左侧面板的实际宽度 + const currentFlexBasis = leftPanel.style('flex-basis'); + this.startWidth = parseInt(currentFlexBasis) || (mainWidth * this.leftPanelRatio); + + d3.select('body') + .style('cursor', 'col-resize') + .style('user-select', 'none'); + + d3.select(window) + .on('mousemove.resizer', (ev: MouseEvent) => this.handleMouseMove(ev, leftPanel)) + .on('mouseup.resizer', () => this.handleMouseUp()); + }); + } + + private handleMouseMove(event: MouseEvent, leftPanel: d3.Selection<any, unknown, any, any>): void { + if (!this.isResizing) return; + + event.preventDefault(); + + const sb = this.options.sidebarState; + const containerWidth = window.innerWidth - (sb.visible ? sb.width : 0); + const availableWidth = containerWidth - 8; // 减去分割线宽度 + + const deltaX = event.clientX - this.startX; + const newWidth = Math.max( + containerWidth * 0.1, + Math.min(containerWidth * 0.9, this.startWidth + deltaX) + ); + + // 更新左侧面板宽度 + leftPanel.style('flex-basis', newWidth + 'px'); + + // 更新保存的比例 + this.leftPanelRatio = newWidth / availableWidth; + } + + private handleMouseUp(): void { + if (!this.isResizing) return; + + this.isResizing = false; + + d3.select('body') + .style('cursor', 'default') + .style('user-select', 'auto'); + + d3.select(window) + .on('mousemove.resizer', null) + .on('mouseup.resizer', null); + } +} + diff --git a/client/src/ts/controllers/semanticSearchController.ts b/client/src/ts/controllers/semanticSearchController.ts new file mode 100644 index 0000000000000000000000000000000000000000..bf7cb91cadbbe1ef66902285f0228396db3abe7e --- /dev/null +++ b/client/src/ts/controllers/semanticSearchController.ts @@ -0,0 +1,207 @@ +/** + * 语义搜索控制器 + * 负责执行语义分析（整段 / 分块模式） + */ + +import * as d3 from 'd3'; +import type { TextAnalysisAPI } from '../api/GLTR_API'; +import { isSemanticFromCache } from '../api/GLTR_API'; +import type { AppStateManager } from '../utils/appStateManager'; +import type { VisualizationUpdater } from '../utils/visualizationUpdater'; +import type { GLTR_Text_Box } from '../vis/GLTR_Text_Box'; +import { SEMANTIC_CHUNK_BYTES } from '../constants'; +import { getSemanticMatchThreshold } from '../utils/semanticThresholdManager'; +import { getDigitsMergeEnabled } from '../utils/digitsMergeManager'; +import { + getAttentionRawScore, + mergeAttentionTokensFullyForRendering, + normalizeTokenScores, + splitTextToChunks, +} from '../utils/semanticUtils'; +import type { signalFitResult } from '../utils/signalThresholdDetector'; + +export interface SemanticSearchControllerDeps { + getQuery: () => string; + getText: () => string; + getSubmode: () => string | undefined; + isChunkedMode: () => boolean; + api: TextAnalysisAPI; + appStateManager: AppStateManager; + visualizationUpdater: VisualizationUpdater; + lmf: GLTR_Text_Box; + showToast: (message: string, type: 'success' | 'error') => void; + showSemanticError: (message?: string) => void; + onSearchStart: (query: string) => void; + finishSemanticSearch: (query: string, matchDegree: number | null, fromCache: boolean) => void; + tr: (key: string) => string; + extractErrorMessage: (err: unknown, fallback: string) => string; +} + +export class SemanticSearchController { + private deps: SemanticSearchControllerDeps; + private abortController: AbortController | null = null; + + constructor(deps: SemanticSearchControllerDeps) { + this.deps = deps; + } + + abort(): void { + this.abortController?.abort(); + } + + run(): void { + void this.runSemanticSearchBase(async ({ query, text, submode, signal }) => { + if (this.deps.isChunkedMode()) { + await this.runChunked({ query, text, submode, signal }); + } else { + await this.runWhole({ query, text, submode, signal }); + } + }); + } + + private async runSemanticSearchBase( + execute: (params: { query: string; text: string; submode: string | undefined; signal: AbortSignal }) => Promise<void> + ): Promise<void> { + const query = this.deps.getQuery(); + if (!query) return; + const text = this.deps.getText(); + if (!text) { + this.deps.showToast(this.deps.tr('Please enter text first'), 'error'); + return; + } + this.abortController = new AbortController(); + const signal = this.abortController.signal; + this.deps.onSearchStart(query); + try { + this.deps.appStateManager.setSemanticSearching(true); + d3.select('#semantic_match_degree').style('display', 'none'); + d3.select('#semantic_search_loader').style('visibility', 'visible'); + d3.select('#all_result').style('opacity', 1).style('display', null); + this.deps.lmf.setTextOnly(text); + this.deps.visualizationUpdater.updateHistogramVisibilityForPending('semantic', text, this.deps.isChunkedMode()); + await execute({ query, text, submode: this.deps.getSubmode(), signal }); + } catch (err) { + if (err instanceof Error && err.name === 'AbortError') { + this.deps.lmf.hideLoading(); + this.deps.visualizationUpdater.rerenderHistograms(); + return; + } + this.deps.showToast( + this.deps.extractErrorMessage(err, this.deps.tr('Semantic analysis failed')), + 'error' + ); + this.deps.lmf.hideLoading(); + this.deps.visualizationUpdater.rerenderHistograms(); + } finally { + this.abortController = null; + this.deps.appStateManager.setSemanticSearching(false); + d3.select('#semantic_search_loader').style('visibility', 'hidden'); + } + } + + private async runWhole(params: { query: string; text: string; submode: string | undefined; signal: AbortSignal }): Promise<void> { + const { query, text, submode, signal } = params; + const onProgress = (step: number, totalSteps: number, stage: string, percentage?: number) => { + const progressText = percentage !== undefined && percentage !== null + ? `Step ${step}/${totalSteps}:\t ${stage} ${percentage}%` + : `Step ${step}/${totalSteps}:\t ${stage}`; + d3.select('#semantic_progress').text(progressText).style('display', 'inline-block'); + }; + const res = await this.deps.api.analyzeSemantic(query, text, { onProgress, submode, debug_info: true, signal }); + if (res?.success && res?.token_attention) { + this.deps.visualizationUpdater.handleSemanticResponse(res, text); + const md = res?.full_match_degree; + this.deps.finishSemanticSearch(query, md != null && typeof md === 'number' ? md : null, isSemanticFromCache(res)); + } else { + this.deps.showSemanticError(res?.message); + } + } + + private async runChunked(params: { query: string; text: string; submode: string | undefined; signal: AbortSignal }): Promise<void> { + const { query, text, submode, signal } = params; + const chunks = splitTextToChunks(text, SEMANTIC_CHUNK_BYTES); + if (chunks.length === 0) { + this.deps.visualizationUpdater.handleSemanticResponse({ token_attention: [] }, text, undefined); + this.deps.finishSemanticSearch(query, null, true); + return; + } + /** 各 chunk 内已 overlap+digit+normalize，仅做 offset 平移后拼接，全文不再合并/归一化 */ + const allChunkProcessedTokens: Array<{ + offset: [number, number]; + raw: string; + score: number; + rawScore?: number; + }> = []; + const chunkInfos: Array<{ startOffset: number; endOffset: number; chunkIndex: number; chunkMatchDegree: number; thresholdResult?: signalFitResult }> = []; + let maxMatchDegree = 0; + let allFromCache = true; + let aborted = false; + let lastChunkFromCache = false; + + for (let i = 0; i < chunks.length; i++) { + if (signal.aborted) break; + d3.select('#semantic_progress').text(`Chunk ${i + 1}/${chunks.length}`).style('display', 'inline-block'); + const res = await this.deps.api.analyzeSemantic(query, chunks[i].text, { submode, signal }); + // NOTE: + // Whether a chunk is served from semantic cache can only be determined after + // this request returns (frontend can't pre-check cache hit before `res`). + // Therefore, chunk-related UI rendering (histogram / chunkLines / semantic token coloring) + // is intentionally gated and starts from the first non-cached chunk. + if (signal.aborted) { + aborted = true; + break; + } + if (!res?.success) { + this.deps.showSemanticError(res?.message); + aborted = true; + break; + } + lastChunkFromCache = isSemanticFromCache(res); + if (!lastChunkFromCache) allFromCache = false; + const matchDegree = res.full_match_degree ?? 0; + maxMatchDegree = Math.max(maxMatchDegree, matchDegree); + const matched = matchDegree >= getSemanticMatchThreshold(); + const merged = mergeAttentionTokensFullyForRendering(res.token_attention ?? [], chunks[i].text, { + digitMerge: getDigitsMergeEnabled(), + }); + const normalized = normalizeTokenScores(merged); + const tokens = matched + ? normalized + : normalized.map((t) => ({ ...t, rawScore: getAttentionRawScore(t), score: 0 })); + + chunkInfos.push({ + startOffset: chunks[i].startOffset, + endOffset: chunks[i].startOffset + chunks[i].text.length, + chunkIndex: i, + chunkMatchDegree: matchDegree, + }); + const tokensOffsetAdjusted = tokens.map(t => ({ + ...t, + offset: [t.offset[0] + chunks[i].startOffset, t.offset[1] + chunks[i].startOffset] as [number, number], + })); + allChunkProcessedTokens.push(...tokensOffsetAdjusted); + if (!lastChunkFromCache) { + if (!this.deps.visualizationUpdater.handleSemanticResponse( + { token_attention: allChunkProcessedTokens, chunkInfos, debug_info: undefined }, + text, + undefined + )) { + aborted = true; + this.deps.showSemanticError(); + break; + } + } + } + + if (!aborted) { + if (lastChunkFromCache) { + this.deps.visualizationUpdater.handleSemanticResponse( + { token_attention: allChunkProcessedTokens, chunkInfos, debug_info: undefined }, + text, + undefined + ); + } + this.deps.finishSemanticSearch(query, maxMatchDegree, allFromCache); + } + } +} diff --git a/client/src/ts/controllers/serverDemoController.ts b/client/src/ts/controllers/serverDemoController.ts new file mode 100644 index 0000000000000000000000000000000000000000..ee80fb1191c020bab196d23c61cc06550601fff2 --- /dev/null +++ b/client/src/ts/controllers/serverDemoController.ts @@ -0,0 +1,233 @@ +import type { TextAnalysisAPI } from '../api/GLTR_API'; +import type { AnalyzeResponse } from '../api/GLTR_API'; +import { showDialog, createCombinedContent, showAlertDialog, showConfirmDialog } from '../ui/dialog'; +import { createRawSnapshot } from '../utils/tokenUtils'; +import { ServerStorage } from '../storage/demoStorage'; +import { DemoStorageController } from './demoStorageController'; +import type { IDemoStorage } from '../storage/demoStorage'; +import { + normalizeFolderPath, + composeDemoFullPath, + getDefaultDemoName, + buildFolderOptions +} from '../utils/demoPathUtils'; +import { tr, trf } from '../lang/i18n-lite'; + +/** + * 从保存结果中提取文件名，如果不存在则根据名称生成 + */ +const extractSavedFileName = (saveResult: any, defaultName: string): string => { + if (saveResult && typeof saveResult.file === 'string' && saveResult.file.trim()) { + return saveResult.file.trim(); + } + const trimmed = defaultName.trim(); + return trimmed.toLowerCase().endsWith('.json') ? trimmed : `${trimmed}.json`; +}; + +/** + * 显示 demo 名称输入对话框 + */ +export const showDemoNameInput = ( + api: TextAnalysisAPI, + defaultName: string +): Promise<{ name: string, path: string } | null> => { + const LAST_SAVE_PATH_KEY = 'lastSaveDemoPath'; + + return new Promise((resolve) => { + // 先加载文件夹列表 + api.list_all_folders() + .then((result: { folders: string[] }) => { + const folders = result.folders || []; + + // 获取上次保存的路径（从 localStorage） + const lastSavePath = localStorage.getItem(LAST_SAVE_PATH_KEY); + + // 使用统一的 buildFolderOptions 函数 + const { options: selectOptions, defaultPath } = buildFolderOptions(folders, lastSavePath); + + // 显示弹框 + showDialog({ + title: tr('Please enter demo name:'), + content: createCombinedContent( + tr('Demo name:'), + defaultName, + tr('Save directory:'), + selectOptions, + defaultPath + ), + onConfirm: (value: { input: string; select: string }) => { + if (value && value.input) { + // 保存选择的路径到 localStorage + const selectedPath = value.select || '/'; + localStorage.setItem(LAST_SAVE_PATH_KEY, selectedPath); + resolve({ name: value.input, path: selectedPath }); + } else { + resolve(null); + } + }, + onCancel: () => { + resolve(null); + }, + cancelText: tr('Cancel') + }); + }) + .catch((error) => { + console.error('加载文件夹列表失败:', error); + const errorMessage = error instanceof Error ? error.message : String(error); + showAlertDialog(tr('Error'), trf('Failed to load folder list: {message}', { message: errorMessage })); + resolve(null); + }); + }); +}; + +export type ServerDemoSaveOptions = { + api: TextAnalysisAPI; + currentData: AnalyzeResponse | null; + rawApiResponse: AnalyzeResponse | null; + textFieldValue: string; + enableDemo: boolean; + demoManager?: { + loadDemoByPath: (path: string) => Promise<boolean>; + highlightDemo: (path: string | null) => void; + refresh: () => Promise<void>; + } | null; + /** + * 可选：直接传入已选的名称与目录，跳过名称输入弹窗 + */ + presetSaveInfo?: { + name: string; + path?: string | null; + } | null; + /** + * 是否显示成功提示（使用 toast） + * 默认为 true，设置为 false 时成功提示由调用者自行处理 + * 注意：错误提示统一使用 alert，不受此参数影响 + */ + showSuccessToast?: boolean; + /** + * 可选的服务器存储实例（用于复用） + * 如果不提供，将创建新的存储实例 + */ + serverStorage?: IDemoStorage; + /** + * 当前文件名（如果有，将作为默认文件名） + */ + currentFileName?: string | null; + onSaveStart: () => void; + onSaveSuccess: (name: string) => void; + /** + * 保存成功且后续处理（如自动加载、刷新列表）完成后调用，用于恢复被 renderDemo 重置的状态 + */ + onSaveComplete?: () => void; + onSaveError: (error: Error) => void; + setGlobalLoading: (loading: boolean) => void; + showToast: (message: string, type: 'success' | 'error') => void; +}; + +/** + * 处理服务器 demo 保存逻辑 + */ +export const handleServerDemoSave = async (options: ServerDemoSaveOptions): Promise<void> => { + const { + api, + currentData, + rawApiResponse, + textFieldValue, + enableDemo, + demoManager, + presetSaveInfo = null, + showSuccessToast = true, + serverStorage: providedStorage, + currentFileName = null, + onSaveStart, + onSaveSuccess, + onSaveComplete, + onSaveError, + setGlobalLoading, + showToast + } = options; + + if (!currentData || !rawApiResponse) { + showAlertDialog(tr('Info'), tr('No data to save, please analyze text first')); + return; + } + + const LAST_SAVE_PATH_KEY = 'lastSaveDemoPath'; + + // 获取默认名称并显示输入对话框（或直接使用预设） + let result: { name: string; path: string } | null = null; + if (presetSaveInfo && presetSaveInfo.name && presetSaveInfo.name.trim()) { + const normalizedPath = normalizeFolderPath(presetSaveInfo.path); + result = { name: presetSaveInfo.name.trim(), path: normalizedPath }; + // 记录最近路径 + if (normalizedPath) { + localStorage.setItem(LAST_SAVE_PATH_KEY, normalizedPath); + } + } else { + const defaultName = getDefaultDemoName(currentData, textFieldValue, currentFileName); + result = await showDemoNameInput(api, defaultName); + } + + if (!result || !result.name || result.name.trim() === '') { + return; // 用户取消或输入为空 + } + + // 使用传入的存储实例或创建新的存储实例 + const savePath = result.path || '/'; + const storage = providedStorage || new ServerStorage(api); + + // 创建控制器（回调是动态的，所以每次都需要创建新控制器） + const serverController = new DemoStorageController( + storage, + { + onStart: onSaveStart, + onSuccess: async (name, saveResult) => { + // 保存成功后的处理 + onSaveSuccess(name); + + // 注意：成功提示由 demoStorageController 统一处理（根据 showSuccessToast 参数） + // 如果需要自定义提示，可以设置 showSuccessToast: false 并在 onSaveSuccess 回调中处理 + + // 保存成功后自动刷新demo列表并重新加载刚保存的demo + if (enableDemo && demoManager && saveResult) { + const savedFileName = extractSavedFileName(saveResult, name); + const highlightPath = composeDemoFullPath(savePath, savedFileName); + + if (highlightPath) { + // 保存成功后自动重新加载刚保存的demo + try { + const success = await demoManager.loadDemoByPath(highlightPath); + if (success) { + demoManager.highlightDemo(highlightPath); + } + } catch (err) { + console.error('自动加载保存的demo失败:', err); + } finally { + // 无论加载成功失败，都刷新列表 + await demoManager.refresh().catch(refreshErr => { + console.error('刷新demo列表失败:', refreshErr); + }); + } + } else { + // 如果没有路径，只刷新列表 + await demoManager.refresh().catch(err => { + console.error('刷新demo列表失败:', err); + }); + } + } + onSaveComplete?.(); + }, + onError: onSaveError, + setLoading: setGlobalLoading, + showToast, + showSuccessToast + } + ); + + // 使用统一控制器保存 + await serverController.save(rawApiResponse, { + name: result.name.trim(), + path: savePath + }); +}; + diff --git a/client/src/ts/controllers/textInputController.ts b/client/src/ts/controllers/textInputController.ts new file mode 100644 index 0000000000000000000000000000000000000000..112a823c61098006d9ecdc033fffd5e94a1dfc09 --- /dev/null +++ b/client/src/ts/controllers/textInputController.ts @@ -0,0 +1,233 @@ +import * as d3 from 'd3'; +import type { TextStats } from '../utils/textStatistics'; +import { calculateTextStats } from '../utils/textStatistics'; +import { countTokenCharacters } from '../utils/Util'; +import type { FrontendAnalyzeResult } from '../api/GLTR_API'; +import { + updateBasicMetrics, + updateTotalSurprisal, + updateModel, + updateApiUsageDisplay, + validateMetricsElements, + type ApiTokenUsage +} from '../utils/textMetricsUpdater'; +import { tr } from '../lang/i18n-lite'; + +/** + * 扩展的 Input 事件接口 + * 用于在 input 事件中传递额外的标志信息 + */ +export interface ExtendedInputEvent extends Event { + isMatchingAnalysis?: boolean; +} + +export type TextInputControllerOptions = { + textField: d3.Selection<any, unknown, any, any>; + textCountValue: d3.Selection<any, unknown, any, any>; + /** 首页等由 AppStateManager 控制显隐；未传则仅不持有引用 */ + textMetrics?: d3.Selection<any, unknown, any, any>; + /** 首页等：bytes / chars / tokens / surprisal；Chat 页省略，改用 metricUsage */ + metricBytes?: d3.Selection<any, unknown, any, any>; + metricChars?: d3.Selection<any, unknown, any, any>; + metricTokens?: d3.Selection<any, unknown, any, any>; + metricTotalSurprisal?: d3.Selection<any, unknown, any, any>; + /** Chat：仅展示 API 返回的 usage（由 chat 页集中调用 updateChatCompletionMetrics 时可不传） */ + metricUsage?: d3.Selection<any, unknown, any, any>; + metricModel?: d3.Selection<any, unknown, any, any>; + clearBtn: d3.Selection<any, unknown, any, any>; + submitBtn: d3.Selection<any, unknown, any, any>; + saveBtn: d3.Selection<any, unknown, any, any>; + pasteBtn: d3.Selection<any, unknown, any, any>; + totalSurprisalFormat: (value: number | null) => string; + showAlertDialog: (title: string, message: string) => void; +}; + +export class TextInputController { + private options: TextInputControllerOptions; + + constructor(options: TextInputControllerOptions) { + this.options = options; + this.initialize(); + } + + private initialize(): void { + // 初始化时检查一次按钮状态 + this.updateButtonStates(); + + // Clear 按钮状态完全由 TextInputController 内部管理 + // 使用原生 addEventListener 监听 input 事件，避免被 D3 的 .on() 覆盖 + // 这样可以允许多个监听器共存 + const textFieldNode = this.options.textField.node() as HTMLTextAreaElement | null; + if (textFieldNode) { + textFieldNode.addEventListener('input', () => { + this.updateButtonStates(); + }); + } + + // Clear 按钮点击事件 + this.options.clearBtn.on('click', () => { + this.handleClear(); + }); + + // Paste 按钮点击事件 + this.options.pasteBtn.on('click', async () => { + await this.handlePaste(); + }); + } + + /** + * 更新按钮有效性和字符计数（私有方法，仅内部使用） + * 只负责更新 Clear 按钮状态和字符计数 + * 注意：submitBtn 和 saveBtn 的状态由外部状态系统统一管理 + */ + private updateButtonStates(): void { + const textValue = this.options.textField.property('value') || ''; + const hasText = textValue.length > 0; + + // Clear按钮：只在文本框有内容时有效 + this.options.clearBtn.classed('inactive', !hasText); + + // 注意：submitBtn 的状态现在由外部状态系统统一管理，不再在这里设置 + + if (!this.options.textCountValue.empty()) { + const charCount = countTokenCharacters(textValue); + this.options.textCountValue.text(charCount.toString()); + } + } + + /** + * 更新文本指标内容（包括模型显示，不控制显示/隐藏，显示/隐藏由 AppStateManager 统一管理） + * @param stats 统计数据，为 null 时不更新统计内容 + * @param modelName 模型名称，始终显示以反映原始情况 + * @param apiUsage 可选：后端 tokenizer 计数（如 completions 的 usage） + */ + public updateTextMetrics( + stats: TextStats | null, + modelName?: string | null | undefined, + apiUsage?: ApiTokenUsage | null + ): void { + const { + metricBytes, + metricChars, + metricTokens, + metricTotalSurprisal, + metricUsage, + metricModel, + totalSurprisalFormat + } = this.options; + + // Chat：仅 model + API usage + if (metricUsage && !metricUsage.empty()) { + if ( + !metricModel || + metricModel.empty() || + !validateMetricsElements(metricUsage, metricModel) + ) { + return; + } + updateApiUsageDisplay(metricUsage, apiUsage ?? null); + updateModel(metricModel, modelName); + return; + } + + if ( + !metricBytes || + !metricChars || + !metricTokens || + !metricTotalSurprisal || + !metricModel || + metricModel.empty() || + !validateMetricsElements( + metricBytes, + metricChars, + metricTokens, + metricTotalSurprisal, + metricModel + ) + ) { + return; + } + + if (stats) { + updateBasicMetrics(metricBytes, metricChars, metricTokens, stats, apiUsage); + updateTotalSurprisal(metricTotalSurprisal, stats, totalSurprisalFormat); + } + + updateModel(metricModel, modelName); + } + + /** + * 处理清空文本 + */ + private handleClear(): void { + const textValue = this.options.textField.property('value') || ''; + if (textValue.length === 0) { + return; + } + this.options.textField.property('value', ''); + // 触发 input 事件，让外部统一处理状态更新 + this.options.textField.node()?.dispatchEvent(new Event('input', { bubbles: true })); + } + + /** + * 处理粘贴 + */ + private async handlePaste(): Promise<void> { + try { + const text = await navigator.clipboard.readText(); + if (text) { + const currentValue = this.options.textField.property('value') || ''; + // 在光标位置插入，如果没有光标或光标在末尾，则追加 + const textarea = this.options.textField.node() as HTMLTextAreaElement; + if (textarea) { + const start = textarea.selectionStart || currentValue.length; + const end = textarea.selectionEnd || currentValue.length; + const newValue = currentValue.substring(0, start) + text + currentValue.substring(end); + this.options.textField.property('value', newValue); + // 设置光标位置到粘贴内容的末尾 + textarea.setSelectionRange(start + text.length, start + text.length); + } else { + this.options.textField.property('value', currentValue + text); + } + // 触发 input 事件，让外部统一处理状态更新 + this.options.textField.node()?.dispatchEvent(new Event('input', { bubbles: true })); + } + } catch (error) { + console.error('粘贴失败:', error); + // 如果clipboard API不可用，提示用户手动粘贴 + this.options.showAlertDialog(tr('Info'), tr('Failed to read clipboard, please paste manually')); + } + } + + /** + * 获取当前文本框的值 + */ + public getTextValue(): string { + return this.options.textField.property('value') || ''; + } + + /** + * 设置文本框的值 + * @param value 要设置的文本值 + * @param isMatchingAnalysis 如果为true，表示这是匹配分析结果的文本填入（如加载demo），不会清除hasValidData + * 如果为false或未提供，表示这是单方面的文本修改（如用户输入、预填充），会清除hasValidData + */ + public setTextValue(value: string, isMatchingAnalysis: boolean = false): void { + this.options.textField.property('value', value); + // 触发 input 事件，添加标志以区分两种场景 + const event = new Event('input', { bubbles: true }) as ExtendedInputEvent; + event.isMatchingAnalysis = isMatchingAnalysis; + this.options.textField.node()?.dispatchEvent(event); + } +} + +/** + * 计算文本统计信息（便捷函数） + */ +export const calculateTextStatsForController = ( + result: FrontendAnalyzeResult, + originalText: string +): TextStats => { + return calculateTextStats(result, originalText); +}; + diff --git a/client/src/ts/demos/genAttributeBundledDemos.ts b/client/src/ts/demos/genAttributeBundledDemos.ts new file mode 100644 index 0000000000000000000000000000000000000000..bdb95d3603d1361ed5fe5f97b4b7565052a9b0c7 --- /dev/null +++ b/client/src/ts/demos/genAttributeBundledDemos.ts @@ -0,0 +1,114 @@ +/** + * Gen Attribute 打包 demo：JSON 放在 `dist/demos/gen_attribute/`，运行时 fetch，不打入 bundle。 + * 列表来自同目录 `manifest.json`（构建时由 webpack 插件生成）。 + */ + +import type { GenAttrCachedRun } from '../storage/genAttributeRunCache'; +import { isKnownPersistedCompletionReason } from '../utils/generationEndReasonLabel'; + +const BASE = 'demos/gen_attribute/'; + +function baseUrl(): URL { + return new URL(BASE, window.location.href); +} + +function isSafeDemoSlug(s: string): boolean { + if (s.length === 0 || s.length > 512) return false; + if (s.includes('..') || s.includes('/') || s.includes('\\')) return false; + return true; +} + +function isValidGenAttrCachedRunPayload(v: unknown): v is GenAttrCachedRun { + if (v == null || typeof v !== 'object') return false; + const o = v as { + initialContext?: unknown; + steps?: unknown; + completionReason?: unknown; + }; + if ( + typeof o.initialContext !== 'string' || + !Array.isArray(o.steps) || + o.steps.length === 0 + ) { + return false; + } + if (o.completionReason !== undefined) { + if (typeof o.completionReason !== 'string' || !isKnownPersistedCompletionReason(o.completionReason)) { + return false; + } + } + return true; +} + +const payloadCache = new Map<string, GenAttrCachedRun>(); +const payloadInflight = new Map<string, Promise<GenAttrCachedRun | undefined>>(); + +type BundledDemoListEntry = { id: string; label: string }; + +let manifestListCache: readonly BundledDemoListEntry[] | undefined; +let manifestListInflight: Promise<readonly BundledDemoListEntry[]> | undefined; + +/** + * manifest 构建期固定；本会话内只网络请求一次，并发首次调用会去重。 + */ +export async function fetchBundledGenAttributeDemoList(): Promise<readonly BundledDemoListEntry[]> { + if (manifestListCache) return manifestListCache; + if (!manifestListInflight) { + manifestListInflight = fetch(new URL('manifest.json', baseUrl())) + .then((r) => { + if (!r.ok) throw new Error(`manifest: ${r.status}`); + return r.json() as Promise<unknown>; + }) + .then((j) => { + const slugs = + j != null && + typeof j === 'object' && + 'slugs' in j && + Array.isArray((j as { slugs: unknown }).slugs) + ? (j as { slugs: unknown[] }).slugs.filter((x): x is string => typeof x === 'string') + : []; + const list = slugs.map((slug) => ({ id: slug, label: slug })); + manifestListCache = list; + return list; + }) + .finally(() => { + manifestListInflight = undefined; + }); + } + return manifestListInflight; +} + +/** + * 按 slug 拉取单份 demo（点击项或 `?demo=`）；本会话内结果缓存 + 同一 slug 并发请求合并。 + */ +export async function fetchBundledGenAttributeDemoBySlug( + slug: string +): Promise<GenAttrCachedRun | undefined> { + const s = slug.trim(); + if (!s || !isSafeDemoSlug(s)) return undefined; + const hit = payloadCache.get(s); + if (hit) return hit; + let inflight = payloadInflight.get(s); + if (!inflight) { + inflight = (async (): Promise<GenAttrCachedRun | undefined> => { + const fileUrl = new URL(`${encodeURIComponent(s)}.json`, baseUrl()); + const r = await fetch(fileUrl); + if (!r.ok) return undefined; + const raw: unknown = await r.json(); + if (!isValidGenAttrCachedRunPayload(raw)) { + console.warn(`[genAttributeBundledDemos] invalid demo JSON: ${s}`); + return undefined; + } + payloadCache.set(s, raw); + return raw; + })().finally(() => { + payloadInflight.delete(s); + }); + payloadInflight.set(s, inflight); + } + return inflight; +} + +export function isGenAttrRunPayloadValidForUi(rec: GenAttrCachedRun | undefined): boolean { + return rec != null && isValidGenAttrCachedRunPayload(rec); +} diff --git a/client/src/ts/gen_attribute.ts b/client/src/ts/gen_attribute.ts new file mode 100644 index 0000000000000000000000000000000000000000..863d7a36284eb009597ea788614d14cca9feca02 --- /dev/null +++ b/client/src/ts/gen_attribute.ts @@ -0,0 +1,1182 @@ +import * as d3 from 'd3'; +import './utils/d3-polyfill'; +import '../css/start.scss'; +import '../css/chat.scss'; +import '../css/gen_attribute.scss'; + +import { initThemeManager } from './ui/theme'; +import { initLanguageManager } from './ui/language'; +import { initI18n, tr } from './lang/i18n-lite'; +import { AdminManager } from './utils/adminManager'; +import { SettingsMenuManager } from './utils/settingsMenuManager'; +import { initChatPanelLayout } from './chat/chatPanelLayout'; +import { TextInputController } from './controllers/textInputController'; +import { initializeCommonApp } from './appInitializer'; +import { showAlertDialog } from './ui/dialog'; +import URLHandler from './utils/URLHandler'; +import { createToast } from './ui/toast'; +import type { PredictionAttributeModelVariant } from './attribution/attributionResultCache'; +import { extractPromptTokenSpans } from './attribution/genAttributeDagPreprocess'; +import { initGenAttributeDagView } from './attribution/genAttributeDagView'; +import { + createHydratedTokenGenHandle, + startTokenGenAttribution, + type TokenGenAttributionHandle, + type TokenGenStep, +} from './attribution/tokenGenAttributionRunner'; +import { completionFinishReasonLabel, type CompletionFinishReason } from './utils/generationEndReasonLabel'; +import { + buildCachedContentUrlParam, + getCachedEntryByContentKey, + listCachedHistoryRows, + removeCachedEntryByContentKey, + save, + touchCachedEntryByContentKey, +} from './storage/genAttributeRunCache'; +import { bindExcludeGeneratedPatternsUi, bindExcludePromptPatternsUi } from './attribution/excludePromptPatternsUi'; +import { initCachedHistoryQueryDropdown, type CachedHistorySelectContext } from './utils/cachedHistoryUi'; +import { + DEFAULT_CONTENT_URL_PARAM, + DEFAULT_DEMO_URL_PARAM, + readContentUrlParam, + readDemoUrlParam, + replaceContentUrlParam, + replaceDemoUrlParam, + runContentUrlHydrate, +} from './utils/contentUrl'; +import { + fetchBundledGenAttributeDemoBySlug, + fetchBundledGenAttributeDemoList, + isGenAttrRunPayloadValidForUi, +} from './demos/genAttributeBundledDemos'; +import { extractErrorMessage } from './utils/errorUtils'; +import { exportJsonFile } from './storage/localFileIO'; +import type { GenAttrCachedRun } from './storage/genAttributeRunCache'; +import { + GEN_ATTR_RAW_INPUT_HISTORY_KEY, + GEN_ATTR_SYSTEM_INPUT_HISTORY_KEY, + GEN_ATTR_USER_INPUT_HISTORY_KEY, + initQueryHistoryDropdown, + saveHistory, +} from './utils/queryHistory'; +import { + readSkipChatTemplateFromStorage, + writeSkipChatTemplateToStorage, +} from './utils/chatPromptTemplateMode'; +import { postCompletionsPrompt, postCompletionsStop } from './api/completionsClient'; +import { CHAT_DEFAULT_COMPLETION_MODEL } from './chat/buildCompletionDisplayResult'; +import { updateApiUsageDisplay, updateModel, validateMetricsElements } from './utils/textMetricsUpdater'; + +d3.selectAll('.loadersmall').style('display', 'none'); + +initI18n(); + +const showToast = createToast('#toast').show; + +const GEN_ATTR_MODEL_VARIANT_STORAGE_KEY = 'info_radar_gen_attr_model_variant'; +const GEN_ATTR_MAX_TOKENS_STORAGE_KEY = 'info_radar_gen_attr_max_tokens'; +const GEN_ATTR_MAX_TOKENS_DEFAULT = 100; +const GEN_ATTR_DAG_MEASURE_WIDTH_STORAGE_KEY = 'info_radar_gen_attr_dag_measure_width'; +const GEN_ATTR_DAG_PLAYBACK_STEP_MS_STORAGE_KEY = 'info_radar_gen_attr_dag_playback_step_ms'; +const GEN_ATTR_DAG_HIDE_INACTIVE_EDGES_STORAGE_KEY = 'info_radar_gen_attr_dag_hide_inactive_edges'; + +const GEN_ATTR_DAG_MEASURE_WIDTH_DEFAULT = 500; +const GEN_ATTR_DAG_MEASURE_WIDTH_MIN = 200; +const GEN_ATTR_DAG_MEASURE_WIDTH_MAX = 4000; + +const GEN_ATTR_DAG_PLAYBACK_STEP_MS_DEFAULT = 200; +const GEN_ATTR_DAG_PLAYBACK_STEP_MS_MIN = 0; +const GEN_ATTR_DAG_PLAYBACK_STEP_MS_MAX = 10000; + +const GENERATE_BTN_LABEL = 'Start'; +const STOP_BTN_LABEL = 'Stop'; + +function readStoredModelVariant(): PredictionAttributeModelVariant { + try { + const v = localStorage.getItem(GEN_ATTR_MODEL_VARIANT_STORAGE_KEY); + if (v === 'base' || v === 'instruct') return v; + } catch { + // ignore + } + return 'instruct'; +} + +function readStoredMaxTokens(): number { + try { + const v = localStorage.getItem(GEN_ATTR_MAX_TOKENS_STORAGE_KEY); + const n = v !== null ? parseInt(v, 10) : NaN; + if (Number.isFinite(n) && n >= 1 && n <= 500) return n; + } catch { + // ignore + } + return GEN_ATTR_MAX_TOKENS_DEFAULT; +} + +function clampDagMeasureWidth(n: number): number { + return Math.max( + GEN_ATTR_DAG_MEASURE_WIDTH_MIN, + Math.min(GEN_ATTR_DAG_MEASURE_WIDTH_MAX, Math.round(n)) + ); +} + +function readStoredDagMeasureWidth(): number { + try { + const v = localStorage.getItem(GEN_ATTR_DAG_MEASURE_WIDTH_STORAGE_KEY); + const n = v !== null ? parseInt(v, 10) : NaN; + if (Number.isFinite(n)) return clampDagMeasureWidth(n); + } catch { + // ignore + } + return GEN_ATTR_DAG_MEASURE_WIDTH_DEFAULT; +} + +function clampDagPlaybackStepMs(n: number): number { + return Math.max( + GEN_ATTR_DAG_PLAYBACK_STEP_MS_MIN, + Math.min(GEN_ATTR_DAG_PLAYBACK_STEP_MS_MAX, Math.round(n)) + ); +} + +function readStoredDagPlaybackStepMs(): number { + try { + const v = localStorage.getItem(GEN_ATTR_DAG_PLAYBACK_STEP_MS_STORAGE_KEY); + const n = v !== null ? parseInt(v, 10) : NaN; + if (Number.isFinite(n)) return clampDagPlaybackStepMs(n); + } catch { + // ignore + } + return GEN_ATTR_DAG_PLAYBACK_STEP_MS_DEFAULT; +} + +const apiPrefix = URLHandler.parameters['api'] || ''; +const bodyElement = d3.select('body').node() as Element; +const { totalSurprisalFormat, api } = initializeCommonApp(apiPrefix, bodyElement); +const apiBaseForRequests = apiPrefix === '' ? '' : String(apiPrefix); + +const adminManager = AdminManager.getInstance(); +api.setAdminToken(adminManager.isInAdminMode() ? adminManager.getAdminToken() : null); + +const modelParam = URLHandler.parameters['model']; +const completionModel = + typeof modelParam === 'string' && modelParam.length > 0 + ? modelParam + : CHAT_DEFAULT_COMPLETION_MODEL; + +// --- DOM --- +const rawTextField = d3.select('#gen_attr_raw_text'); +const rawTextCountValue = d3.select('#gen_attr_raw_text_count_value'); +const clearRawBtn = d3.select('#gen_attr_clear_raw_btn'); +const pasteRawBtn = d3.select('#gen_attr_paste_raw_btn'); +const rawHistoryBtn = document.getElementById('gen_attr_raw_history_btn'); + +const systemTextField = d3.select('#gen_attr_system_text'); +const systemTextCountValue = d3.select('#gen_attr_system_text_count_value'); +const clearSystemBtn = d3.select('#gen_attr_clear_system_btn'); +const pasteSystemBtn = d3.select('#gen_attr_paste_system_btn'); +const systemHistoryBtn = document.getElementById('gen_attr_system_history_btn'); + +const userTextField = d3.select('#gen_attr_user_text'); +const userTextCountValue = d3.select('#gen_attr_user_text_count_value'); +const clearUserBtn = d3.select('#gen_attr_clear_user_btn'); +const pasteUserBtn = d3.select('#gen_attr_paste_user_btn'); +const userHistoryBtn = document.getElementById('gen_attr_user_history_btn'); + +const rawInputPanel = document.getElementById('gen_attr_raw_input_panel'); +const chatInputPanel = document.getElementById('gen_attr_chat_input_panel'); +const skipChatTemplateInput = document.getElementById( + 'gen_attr_skip_chat_template' +) as HTMLInputElement | null; +const genAttrUseSystemPromptInput = document.getElementById( + 'gen_attr_use_system_prompt' +) as HTMLInputElement | null; +const genAttrSystemPromptPanel = document.getElementById('gen_attr_system_prompt_panel'); + +const submitBtn = d3.select('#gen_attr_submit_btn'); +const loaderSmall = d3.select('.loadersmall'); +const analyzeProgressEl = d3.select('#gen_attr_analyze_progress'); +const metricUsage = d3.select('#gen_attr_metric_usage'); +const metricModel = d3.select('#gen_attr_metric_model'); +const genAttrResultsEl = d3.select('#results.gen-attr-results-surface'); + +const modelVariantSelect = document.getElementById('gen_attr_model_variant') as HTMLSelectElement | null; +const maxTokensInput = document.getElementById('gen_attr_max_tokens') as HTMLInputElement | null; +const dagMeasureWidthInput = document.getElementById( + 'gen_attr_dag_measure_width' +) as HTMLInputElement | null; +const dagPlaybackStepMsInput = document.getElementById( + 'gen_attr_dag_playback_step_ms' +) as HTMLInputElement | null; +const dagHideInactiveEdgesInput = document.getElementById( + 'gen_attr_dag_hide_inactive_edges' +) as HTMLInputElement | null; +const completeReasonEl = d3.select('#gen_attr_complete_reason'); + +if (modelVariantSelect) modelVariantSelect.value = readStoredModelVariant(); +if (maxTokensInput) maxTokensInput.value = String(readStoredMaxTokens()); +const initialDagMeasureWidth = readStoredDagMeasureWidth(); +if (dagMeasureWidthInput) dagMeasureWidthInput.value = String(initialDagMeasureWidth); +const initialDagPlaybackStepMs = readStoredDagPlaybackStepMs(); +if (dagPlaybackStepMsInput) dagPlaybackStepMsInput.value = String(initialDagPlaybackStepMs); + +const genAttrResultsNode = genAttrResultsEl.node() as HTMLElement | null; +function applyDagHideInactiveEdges(hide: boolean): void { + if (!genAttrResultsNode) return; + genAttrResultsNode.classList.toggle('gen-attr-dag-hide-inactive-edges', hide); +} +function readStoredDagHideInactiveEdges(): boolean { + try { + return localStorage.getItem(GEN_ATTR_DAG_HIDE_INACTIVE_EDGES_STORAGE_KEY) === '1'; + } catch { + return false; + } +} +const initialDagHideInactiveEdges = readStoredDagHideInactiveEdges(); +if (dagHideInactiveEdgesInput) dagHideInactiveEdgesInput.checked = initialDagHideInactiveEdges; +applyDagHideInactiveEdges(initialDagHideInactiveEdges); +dagHideInactiveEdgesInput?.addEventListener('change', () => { + const hide = dagHideInactiveEdgesInput.checked; + try { + localStorage.setItem(GEN_ATTR_DAG_HIDE_INACTIVE_EDGES_STORAGE_KEY, hide ? '1' : '0'); + } catch { + /* ignore */ + } + applyDagHideInactiveEdges(hide); +}); + +modelVariantSelect?.addEventListener('change', () => { + try { + localStorage.setItem(GEN_ATTR_MODEL_VARIANT_STORAGE_KEY, currentModelVariant()); + } catch { + /* ignore */ + } + syncIdleModelMetric(); + syncSubmitButtonState(); +}); + +maxTokensInput?.addEventListener('change', () => { + try { + localStorage.setItem( + GEN_ATTR_MAX_TOKENS_STORAGE_KEY, + maxTokensInput?.value ?? String(GEN_ATTR_MAX_TOKENS_DEFAULT) + ); + } catch { + /* ignore */ + } + syncSubmitButtonState(); +}); + +dagPlaybackStepMsInput?.addEventListener('change', () => { + const raw = parseInt(dagPlaybackStepMsInput.value, 10); + const ms = Number.isFinite(raw) + ? clampDagPlaybackStepMs(raw) + : GEN_ATTR_DAG_PLAYBACK_STEP_MS_DEFAULT; + dagPlaybackStepMsInput.value = String(ms); + try { + localStorage.setItem(GEN_ATTR_DAG_PLAYBACK_STEP_MS_STORAGE_KEY, String(ms)); + } catch { + /* ignore */ + } +}); + +function isSkipChatTemplate(): boolean { + return skipChatTemplateInput?.checked ?? false; +} + +function isGenAttrUseSystemPrompt(): boolean { + return genAttrUseSystemPromptInput?.checked ?? true; +} + +function syncGenAttrSystemPromptSuppressedUi(): void { + const on = isGenAttrUseSystemPrompt(); + genAttrSystemPromptPanel?.classList.toggle('chat-system-prompt-suppressed', !on); + const ta = systemTextField.node() as HTMLTextAreaElement | null; + if (ta) { + ta.disabled = !on; + } + const dis = !on; + clearSystemBtn.property('disabled', dis); + pasteSystemBtn.property('disabled', dis); + if (systemHistoryBtn instanceof HTMLButtonElement) { + systemHistoryBtn.disabled = dis; + } +} + +function syncPromptPanelVisibility(): void { + const skip = isSkipChatTemplate(); + if (rawInputPanel) rawInputPanel.hidden = !skip; + if (chatInputPanel) chatInputPanel.hidden = skip; +} + +function getActivePromptValue(): string { + if (isSkipChatTemplate()) { + return (rawTextField.node() as HTMLTextAreaElement | null)?.value ?? ''; + } + return (userTextField.node() as HTMLTextAreaElement | null)?.value ?? ''; +} + +new TextInputController({ + textField: rawTextField, + textCountValue: rawTextCountValue, + clearBtn: clearRawBtn, + submitBtn, + saveBtn: d3.select(null), + pasteBtn: pasteRawBtn, + totalSurprisalFormat, + showAlertDialog, +}); + +new TextInputController({ + textField: systemTextField, + textCountValue: systemTextCountValue, + clearBtn: clearSystemBtn, + submitBtn, + saveBtn: d3.select(null), + pasteBtn: pasteSystemBtn, + totalSurprisalFormat, + showAlertDialog, +}); + +new TextInputController({ + textField: userTextField, + textCountValue: userTextCountValue, + clearBtn: clearUserBtn, + submitBtn, + saveBtn: d3.select(null), + pasteBtn: pasteUserBtn, + totalSurprisalFormat, + showAlertDialog, +}); + +/** 与 DAG 节点 offset 同源的累积串，供跨 token 闭合后的排除区间（`excludeNodeAggregatedEntries`）。 */ +function excludeIntervalContextFromSteps(steps: TokenGenStep[]): string | undefined { + if (steps.length === 0) return undefined; + const last = steps[steps.length - 1]!; + return last.context + last.token; +} + +/** （第 0 步先）setPromptTokenSpans →（按需 fit）→ update；view 内部负责 exclude / 对齐 / Top-N / β / cumP */ +function pushDagFromPreprocess( + step: TokenGenStep, + stepIndex: number, + fitOnFirstStep: boolean = true, + excludeIntervalContext?: string, +): void { + if (stepIndex === 0) { + dagHandle.setPromptTokenSpans(extractPromptTokenSpans(step), step.context); + if (!dagHandle.isBatching() && fitOnFirstStep) { + dagHandle.fitViewportToContent(); + } + } + dagHandle.update(step, excludeIntervalContext); +} + +/** 下一步要 `pushDagFromPreprocess` 的步下标；与当前 DAG 前缀一致（暂停不重置） */ +let dagPlaybackNextIndex = 0; + +/** 将 handle 中已存步序按序重放进 DAG（调用方负责先 {@link dagHandle.reset} 等） */ +function replayRunnerStepsIntoDag(h: TokenGenAttributionHandle): void { + if (h.tokenCount === 0) { + dagPlaybackNextIndex = 0; + return; + } + // 整段回放期间中间帧不可见：批处理内 `update` 只维护图数据，结束时统一刷一次 svg。 + // 避免 N 次 `syncGraphToSvg`（含 N 次对所有边的 join / paint / refresh）造成 O(N²) 累计开销。 + const steps = h.getAllSteps(); + const excludeCtx = excludeIntervalContextFromSteps(steps); + dagHandle.beginBatch(); + try { + steps.forEach((step, i) => { + pushDagFromPreprocess(step, i, true, excludeCtx); + }); + } finally { + dagHandle.endBatch(); + } + dagPlaybackNextIndex = h.tokenCount; +} + +/** 实际生成结束与 DAG 回放结束时：末 token 选中再保留多久后执行收尾（清选中等） */ +const DAG_LAST_TOKEN_DWELL_MS = 500; + +let dagPlaybackTimer: ReturnType<typeof setTimeout> | null = null; +let dagLastTokenDwellTimer: ReturnType<typeof setTimeout> | null = null; + +function cancelDagLastTokenDwell(): void { + if (dagLastTokenDwellTimer !== null) { + clearTimeout(dagLastTokenDwellTimer); + dagLastTokenDwellTimer = null; + } +} + +/** + * 末 token 已展示后的统一延时调度（生成 onComplete、回放最后一步）。 + * 新调度会取消上一次 pending，避免与步进 `dagPlaybackTimer` 叠用同一字段。 + */ +function scheduleDagLastTokenDwell(action: () => void, dwellMs: number = DAG_LAST_TOKEN_DWELL_MS): void { + cancelDagLastTokenDwell(); + dagLastTokenDwellTimer = setTimeout(() => { + dagLastTokenDwellTimer = null; + action(); + }, dwellMs); +} + +/** 仅在点击播放时调用：读当前输入、写回规范化值，返回本轮重放使用的步进间隔。 */ +function sampleDagPlaybackStepMsOnPlay(): number { + const raw = parseInt(dagPlaybackStepMsInput?.value ?? '', 10); + const ms = Number.isFinite(raw) + ? clampDagPlaybackStepMs(raw) + : readStoredDagPlaybackStepMs(); + if (dagPlaybackStepMsInput) dagPlaybackStepMsInput.value = String(ms); + return ms; +} + +function stopDagPlayback(): void { + if (dagPlaybackTimer !== null) { + clearTimeout(dagPlaybackTimer); + dagPlaybackTimer = null; + } + cancelDagLastTokenDwell(); + dagHandle.setDagPlaybackPlaying(false); +} + +function handleDagPlaybackToggle(wantPlay: boolean): void { + const h = runnerHandle; + if (!wantPlay) { + stopDagPlayback(); + return; + } + if (!h || h.tokenCount === 0) return; + if (dagPlaybackTimer !== null) { + clearTimeout(dagPlaybackTimer); + dagPlaybackTimer = null; + } + cancelDagLastTokenDwell(); + const steps = h.getAllSteps(); + if (dagPlaybackNextIndex >= steps.length) { + // `reset()` 默认会清 `layoutDirty`，每步 `update` 就会 fit；重放前需保留用户 pan/zoom 时保留 dirty。 + dagHandle.reset(true); + dagPlaybackNextIndex = 0; + } + const playbackStepMs = sampleDagPlaybackStepMsOnPlay(); + dagHandle.setDagPlaybackPlaying(true); + + const isStalePlaybackHandle = (): boolean => { + if (runnerHandle === h) return false; + dagPlaybackTimer = null; + dagHandle.setDagPlaybackPlaying(false); + return true; + }; + + const finishDagPlayback = (): void => { + cancelDagLastTokenDwell(); + dagPlaybackTimer = null; + dagHandle.clearNodeSelection(); + dagHandle.setDagPlaybackPlaying(false); + }; + + const afterPlaybackDelay = (fn: () => void): void => { + dagPlaybackTimer = setTimeout(() => { + dagPlaybackTimer = null; + if (isStalePlaybackHandle()) return; + fn(); + }, playbackStepMs); + }; + + const tick = (): void => { + if (isStalePlaybackHandle()) return; + const all = h.getAllSteps(); + if (dagPlaybackNextIndex >= all.length) { + finishDagPlayback(); + return; + } + const excludeCtx = excludeIntervalContextFromSteps(all); + pushDagFromPreprocess(all[dagPlaybackNextIndex], dagPlaybackNextIndex, false, excludeCtx); + dagPlaybackNextIndex++; + const done = dagPlaybackNextIndex >= all.length; + if (done) { + scheduleDagLastTokenDwell(() => { + if (runnerHandle !== h) { + dagHandle.setDagPlaybackPlaying(false); + return; + } + dagHandle.clearNodeSelection(); + dagHandle.setDagPlaybackPlaying(false); + }); + return; + } + afterPlaybackDelay(tick); + }; + tick(); +} + +const dagHandle = initGenAttributeDagView(d3.select('#results'), { + onDagPlaybackToggle: handleDagPlaybackToggle, + onDagRefresh: () => { + stopDagPlayback(); + const h = runnerHandle; + if (!h) return; + replayRunnerStepsIntoDag(h); + }, + measureWidthPx: initialDagMeasureWidth, + onFullscreenError: (message) => showToast(message, 'error'), +}); + +/** + * DAG 是否处于「不方便」状态：流式生成中或 DAG 播放中（含末 token dwell）。 + * 这些状态下改测量宽度只更新设置、不触发重绘，避免打断正在进行的流程/定时器状态机； + * 否则（稳态显示已完成结果）则自动 reset + replay + fit 到新宽度。 + */ +function isDagBusy(): boolean { + return inFlight || dagPlaybackTimer !== null || dagLastTokenDwellTimer !== null; +} + +dagMeasureWidthInput?.addEventListener('change', () => { + const raw = parseInt(dagMeasureWidthInput.value, 10); + const w = Number.isFinite(raw) + ? clampDagMeasureWidth(raw) + : GEN_ATTR_DAG_MEASURE_WIDTH_DEFAULT; + dagMeasureWidthInput.value = String(w); + try { + localStorage.setItem(GEN_ATTR_DAG_MEASURE_WIDTH_STORAGE_KEY, String(w)); + } catch { + /* ignore */ + } + dagHandle.setMeasureWidthPx(w); + if (isDagBusy()) return; + const h = runnerHandle; + dagHandle.reset(); + if (h && h.tokenCount > 0) { + replayRunnerStepsIntoDag(h); + } + dagHandle.fitViewportToContent(); + dagHandle.clearNodeSelection(); +}); +window.addEventListener('pagehide', (ev) => { + if (ev.persisted) return; + dagHandle.detach(); +}); + +function onExcludePatternsEffectiveChange(): void { + const h = runnerHandle; + if (!h || h.tokenCount === 0) return; + dagHandle.reset(); + replayRunnerStepsIntoDag(h); + dagHandle.clearNodeSelection(); +} + +bindExcludePromptPatternsUi({ + textInput: document.getElementById('gen_attr_exclude_prompt_patterns') as HTMLTextAreaElement | null, + enableCheckbox: document.getElementById('gen_attr_exclude_prompt_patterns_enable') as HTMLInputElement | null, + onEffectiveChange: onExcludePatternsEffectiveChange, +}); +bindExcludeGeneratedPatternsUi({ + textInput: document.getElementById('gen_attr_exclude_generated_patterns') as HTMLTextAreaElement | null, + enableCheckbox: document.getElementById('gen_attr_exclude_generated_patterns_enable') as HTMLInputElement | null, + onEffectiveChange: onExcludePatternsEffectiveChange, +}); + +function currentModelVariant(): PredictionAttributeModelVariant { + const v = modelVariantSelect?.value; + return v === 'base' || v === 'instruct' ? v : 'instruct'; +} + +function currentMaxTokens(): number { + const n = parseInt( + maxTokensInput?.value ?? String(GEN_ATTR_MAX_TOKENS_DEFAULT), + 10 + ); + return Number.isFinite(n) && n >= 1 + ? Math.min(n, 500) + : GEN_ATTR_MAX_TOKENS_DEFAULT; +} + +function syncIdleModelMetric(): void { + if (!validateMetricsElements(metricModel)) return; + const slot = currentModelVariant(); + metricModel.text(`${tr('model')}: ${slot}`); +} + +// --- 状态 --- +let runnerHandle: TokenGenAttributionHandle | null = null; + +/** 供导出 demo JSON；从缓存恢复时由 applyGenAttrCachedRun 写入 */ +let lastRunCompletionReason: CompletionFinishReason | null = null; +let genAbort: AbortController | null = null; +let inFlight = false; +/** 当前次 run 的 `initialContext`（新 run 的 `resolveInitialContext`、从缓存/demo 灌入、onComplete 写入缓存、Export demo 共用） */ +let lastRunInitialContext = ''; +/** 与 `lastRunInitialContext` 同一次成功展示对应的左侧输入快照；用于判断「无新输入可跑」时置灰 Start */ +let lastRunInputSnapshot: string | null = null; + +function getInputSnapshotForRun(): string { + const runOpts = { v: currentModelVariant(), max: currentMaxTokens() }; + if (isSkipChatTemplate()) { + return JSON.stringify({ + mode: 'raw' as const, + raw: (rawTextField.node() as HTMLTextAreaElement | null)?.value ?? '', + ...runOpts, + }); + } + return JSON.stringify({ + mode: 'chat' as const, + useSys: isGenAttrUseSystemPrompt(), + sys: (systemTextField.node() as HTMLTextAreaElement | null)?.value ?? '', + user: (userTextField.node() as HTMLTextAreaElement | null)?.value ?? '', + ...runOpts, + }); +} + +function setGenLoading(loading: boolean): void { + inFlight = loading; + loaderSmall.style('display', loading ? null : 'none'); + genAttrResultsEl.classed('gen-attr-in-flight', loading); + if (!loading) { + analyzeProgressEl.text('').style('display', 'none'); + } + syncSubmitButtonState(); +} + +function syncSubmitButtonState(): void { + if (inFlight) { + submitBtn.text(STOP_BTN_LABEL); + submitBtn.property('disabled', false); + submitBtn.classed('inactive', false); + return; + } + submitBtn.text(GENERATE_BTN_LABEL); + const raw = getActivePromptValue(); + const hasDisplayedRun = + runnerHandle !== null && + runnerHandle.tokenCount > 0 && + lastRunInitialContext.length > 0 && + lastRunInputSnapshot !== null; + const inputMatchesDisplayed = + hasDisplayedRun && getInputSnapshotForRun() === lastRunInputSnapshot; + const enable = raw.length > 0 && !inputMatchesDisplayed; + submitBtn.property('disabled', !enable); + submitBtn.classed('inactive', !enable); +} + +function bindInputsForSync(): void { + const onInput = () => syncSubmitButtonState(); + (rawTextField.node() as HTMLTextAreaElement | null)?.addEventListener('input', onInput); + (systemTextField.node() as HTMLTextAreaElement | null)?.addEventListener('input', onInput); + (userTextField.node() as HTMLTextAreaElement | null)?.addEventListener('input', onInput); +} + +if (skipChatTemplateInput) { + skipChatTemplateInput.checked = readSkipChatTemplateFromStorage(); + skipChatTemplateInput.addEventListener('change', () => { + writeSkipChatTemplateToStorage(skipChatTemplateInput.checked); + syncPromptPanelVisibility(); + syncGenAttrSystemPromptSuppressedUi(); + syncSubmitButtonState(); + }); +} +syncPromptPanelVisibility(); +syncGenAttrSystemPromptSuppressedUi(); +genAttrUseSystemPromptInput?.addEventListener('change', () => { + syncGenAttrSystemPromptSuppressedUi(); + syncSubmitButtonState(); +}); +bindInputsForSync(); +syncSubmitButtonState(); +syncIdleModelMetric(); + +// --- History（与 Chat 共用 storage key）--- +const rawTextarea = rawTextField.node() as HTMLTextAreaElement | null; +const systemPromptTextarea = systemTextField.node() as HTMLTextAreaElement | null; +const userPromptTextarea = userTextField.node() as HTMLTextAreaElement | null; + +initQueryHistoryDropdown({ + input: rawTextarea, + dropdownId: 'gen_attr_raw_input_history_dropdown', + storageKey: GEN_ATTR_RAW_INPUT_HISTORY_KEY, + openDropdownOnFocusInput: false, + filterHistoryByInput: false, + onSelect: syncSubmitButtonState, + historyButton: rawHistoryBtn, + applyHistoryOnHover: true, +}); + +initQueryHistoryDropdown({ + input: systemPromptTextarea, + dropdownId: 'gen_attr_system_prompt_history_dropdown', + storageKey: GEN_ATTR_SYSTEM_INPUT_HISTORY_KEY, + openDropdownOnFocusInput: false, + filterHistoryByInput: false, + onSelect: syncSubmitButtonState, + historyButton: systemHistoryBtn, + applyHistoryOnHover: true, +}); + +initQueryHistoryDropdown({ + input: userPromptTextarea, + dropdownId: 'gen_attr_user_prompt_history_dropdown', + storageKey: GEN_ATTR_USER_INPUT_HISTORY_KEY, + openDropdownOnFocusInput: false, + filterHistoryByInput: false, + onSelect: syncSubmitButtonState, + historyButton: userHistoryBtn, + applyHistoryOnHover: true, +}); + +function syncGenAttrContentUrl(initialContext: string): void { + replaceDemoUrlParam(null, DEFAULT_DEMO_URL_PARAM, 'gen_attribute'); + replaceContentUrlParam( + buildCachedContentUrlParam(initialContext), + DEFAULT_CONTENT_URL_PARAM, + 'gen_attribute' + ); +} + +function syncGenAttrDemoUrl(slug: string): void { + replaceContentUrlParam(null, DEFAULT_CONTENT_URL_PARAM, 'gen_attribute'); + replaceDemoUrlParam(slug, DEFAULT_DEMO_URL_PARAM, 'gen_attribute'); +} + +/** demo / cached history / `?content=` / `?demo=` 并发恢复时只采纳最后一次意图 */ +let genAttrCachedApplyLatest = 0; + +function nextGenAttrCachedApplyGen(): number { + return ++genAttrCachedApplyLatest; +} + +function isStaleGenAttrCachedApply(applyGen: number): boolean { + return applyGen !== genAttrCachedApplyLatest; +} + +/** + * 将一条 GenAttr 缓存/打包记录灌入左侧输入与 DAG；与 Cached history、打包 demo、`?content=` / `?demo=` 共用。 + */ +async function applyGenAttrCachedRun( + rec: GenAttrCachedRun, + options: { + mru?: { shouldTouch: boolean; contentKey: string; ctx?: CachedHistorySelectContext }; + afterUrl: { kind: 'content' } | { kind: 'demo'; slug: string }; + }, + applyGen: number +): Promise<void> { + if (rec.steps.length === 0) { + showToast(tr('Cached run not found'), 'error'); + return; + } + if (isStaleGenAttrCachedApply(applyGen)) { + return; + } + if (skipChatTemplateInput) { + skipChatTemplateInput.checked = true; + writeSkipChatTemplateToStorage(true); + syncPromptPanelVisibility(); + } + rawTextField.property('value', rec.initialContext); + rawTextarea?.dispatchEvent(new Event('input', { bubbles: true })); + + if (rec.completionReason != null) { + completeReasonEl.text(completionFinishReasonLabel(rec.completionReason)); + lastRunCompletionReason = rec.completionReason; + } else { + completeReasonEl.text(''); + lastRunCompletionReason = null; + } + + stopDagPlayback(); + dagHandle.reset(); + runnerHandle = createHydratedTokenGenHandle(rec.steps); + lastRunInitialContext = rec.initialContext; + lastRunInputSnapshot = getInputSnapshotForRun(); + syncSubmitButtonState(); + replayRunnerStepsIntoDag(runnerHandle); + dagHandle.fitViewportToContent(); + dagHandle.clearNodeSelection(); + const n = runnerHandle.tokenCount; + setGenAttrUsageMetric(initialPromptTokensFromFirstStep(rec.steps[0]!), n); + if (validateMetricsElements(metricModel) && n > 0) { + const last = runnerHandle.getStep(n - 1)!; + updateModel(metricModel, last.response.model ?? null); + } + + const m = options.mru; + if (m?.shouldTouch) { + if (isStaleGenAttrCachedApply(applyGen)) { + return; + } + await touchCachedEntryByContentKey(m.contentKey); + if (isStaleGenAttrCachedApply(applyGen)) { + return; + } + await m.ctx?.refreshList(); + } + if (isStaleGenAttrCachedApply(applyGen)) { + return; + } + if (options.afterUrl.kind === 'content') { + syncGenAttrContentUrl(rec.initialContext); + } else { + syncGenAttrDemoUrl(options.afterUrl.slug); + } +} + +/** Cached history 与 `?content=` 共用；`shouldTouch` 为 true 时 touch MRU 并刷新下拉镜像。 */ +async function restoreGenAttrFromCachedRun( + contentKey: string, + shouldTouch: boolean, + ctx?: CachedHistorySelectContext +): Promise<void> { + const applyGen = nextGenAttrCachedApplyGen(); + const rec = await getCachedEntryByContentKey(contentKey); + if (isStaleGenAttrCachedApply(applyGen)) { + return; + } + if (!rec || rec.steps.length === 0) { + showToast(tr('Cached run not found'), 'error'); + return; + } + await applyGenAttrCachedRun( + rec, + { + mru: shouldTouch ? { shouldTouch: true, contentKey, ctx } : undefined, + afterUrl: { kind: 'content' }, + }, + applyGen + ); +} + +async function restoreGenAttrFromDemoSlug(slug: string): Promise<void> { + const applyGen = nextGenAttrCachedApplyGen(); + try { + const rec = await fetchBundledGenAttributeDemoBySlug(slug); + if (isStaleGenAttrCachedApply(applyGen)) { + return; + } + if (!rec || !isGenAttrRunPayloadValidForUi(rec)) { + showToast(tr('Demo not found'), 'error'); + return; + } + await applyGenAttrCachedRun(rec, { afterUrl: { kind: 'demo', slug } }, applyGen); + } catch (e: unknown) { + if (isStaleGenAttrCachedApply(applyGen)) { + return; + } + console.error('[gen_attribute] demo load failed', e); + showToast(extractErrorMessage(e, tr('Demo not found')), 'error'); + } +} + +const genAttrCachedHistoryBtn = document.getElementById('gen_attr_cached_history_btn'); +let genAttrBundledDemoEntries: Array<{ id: string; label: string }> = []; + +async function refreshGenAttrBundledDemoEntriesList(): Promise<void> { + genAttrBundledDemoEntries = [...(await fetchBundledGenAttributeDemoList())]; +} + +const genCachedHistory = initCachedHistoryQueryDropdown({ + dropdownId: 'gen_attr_cached_history_dropdown', + historyButton: genAttrCachedHistoryBtn, + clickOutsideRoot: document.getElementById('gen_attr_cached_history_dropdown'), + listMru: listCachedHistoryRows, + onSelectEntry: async (contentKey, shouldTouch, ctx) => { + await restoreGenAttrFromCachedRun(contentKey, Boolean(shouldTouch), ctx); + }, + onRemove: removeCachedEntryByContentKey, + onPromote: touchCachedEntryByContentKey, +}); + +initQueryHistoryDropdown({ + input: null, + dropdownId: 'gen_attr_cached_demos_dropdown', + getHistoryEntries: () => genAttrBundledDemoEntries, + refreshHistoryItems: () => refreshGenAttrBundledDemoEntriesList(), + openDropdownOnFocusInput: false, + filterHistoryByInput: false, + onSelect: () => {}, + fillInputOnSelect: false, + onHistorySelect: (slug) => { + void restoreGenAttrFromDemoSlug(slug); + }, + historyButton: document.getElementById('gen_attr_cached_demos_btn'), + clickOutsideRoot: document.getElementById('gen_attr_cached_demos_dropdown'), + applyHistoryOnHover: true, +}); + +void refreshGenAttrBundledDemoEntriesList().catch((e) => { + console.warn('[gen_attribute] bundled demo manifest prefetch failed', e); +}); + +// --- 进度与指标 --- +function showProgress(current: number, total: number): void { + analyzeProgressEl.text(`${current} / ${total}`).style('display', null); +} + +/** 首步 `token_attribution.length` ≈ 初始 prompt 子词数（与 Chat 展示同形，无需后端 usage） */ +function initialPromptTokensFromFirstStep(step: TokenGenStep): number | undefined { + const n = step.response.token_attribution?.length; + return typeof n === 'number' && n > 0 ? n : undefined; +} + +/** prompt=首步归因条数；completion=已累计生成 token 数 */ +function setGenAttrUsageMetric(promptTokens: number | undefined, genCount: number): void { + if (metricUsage.empty()) return; + if (typeof promptTokens !== 'number') { + metricUsage.text(''); + return; + } + updateApiUsageDisplay(metricUsage, { + prompt_tokens: promptTokens, + completion_tokens: genCount, + total_tokens: promptTokens + genCount, + }); +} + +function showAttributionForStepIndex(idx: number): void { + const step = runnerHandle?.getStep(idx); + if (!step) { + showToast('Step not found', 'error'); + return; + } + if (validateMetricsElements(metricModel)) { + updateModel(metricModel, step.response.model ?? null); + } +} + +void (async () => { + const demoRaw = readDemoUrlParam(); + if (demoRaw) { + const applyGen = nextGenAttrCachedApplyGen(); + let applied = false; + let loadThrew = false; + try { + const rec = await fetchBundledGenAttributeDemoBySlug(demoRaw); + if (!isStaleGenAttrCachedApply(applyGen) && rec && isGenAttrRunPayloadValidForUi(rec)) { + await applyGenAttrCachedRun(rec, { afterUrl: { kind: 'demo', slug: demoRaw } }, applyGen); + if (!isStaleGenAttrCachedApply(applyGen)) { + applied = true; + } + } + } catch (e: unknown) { + if (!isStaleGenAttrCachedApply(applyGen)) { + loadThrew = true; + console.error('[gen_attribute] ?demo= load failed', e); + showToast(extractErrorMessage(e, tr('Demo not found')), 'error'); + replaceDemoUrlParam(null, DEFAULT_DEMO_URL_PARAM, 'gen_attribute'); + } + } + if (applied) { + return; + } + if (!loadThrew && !isStaleGenAttrCachedApply(applyGen)) { + showToast(tr('Demo not found'), 'error'); + replaceDemoUrlParam(null, DEFAULT_DEMO_URL_PARAM, 'gen_attribute'); + } + } + await runContentUrlHydrate({ + readRaw: readContentUrlParam, + fetchEntry: getCachedEntryByContentKey, + isValid: (rec) => rec.steps.length > 0, + apply: async (_rec, rawContentKey) => { + await restoreGenAttrFromCachedRun(rawContentKey, false); + }, + onMissing: async () => { + showToast(tr('Cached run not found (link may be expired)'), 'error'); + replaceDemoUrlParam(null, DEFAULT_DEMO_URL_PARAM, 'gen_attribute'); + replaceContentUrlParam(null, DEFAULT_CONTENT_URL_PARAM, 'gen_attribute'); + }, + onApplyError: (e: unknown) => { + const msg = e instanceof Error ? e.message : String(e); + showToast(msg, 'error'); + replaceDemoUrlParam(null, DEFAULT_DEMO_URL_PARAM, 'gen_attribute'); + replaceContentUrlParam(null, DEFAULT_CONTENT_URL_PARAM, 'gen_attribute'); + }, + }); +})(); + +async function resolveInitialContext(signal: AbortSignal): Promise<string> { + if (isSkipChatTemplate()) { + return (rawTextField.node() as HTMLTextAreaElement | null)?.value ?? ''; + } + const user = (userTextField.node() as HTMLTextAreaElement | null)?.value ?? ''; + const useSystem = isGenAttrUseSystemPrompt(); + const systemRaw = (systemTextField.node() as HTMLTextAreaElement | null)?.value ?? ''; + const promptReq: { model: string; prompt: string; system?: string } = { + model: completionModel, + prompt: user, + }; + if (useSystem) { + promptReq.system = systemRaw; + } + const assembled = await postCompletionsPrompt(promptReq, { signal }); + return assembled.prompt_used; +} + +async function runGeneration(): Promise<void> { + const prompt = getActivePromptValue(); + if (inFlight || prompt.length === 0) return; + + genAbort?.abort(); + genAbort = new AbortController(); + const { signal } = genAbort; + + stopDagPlayback(); + dagPlaybackNextIndex = 0; + + setGenLoading(true); + runnerHandle = null; + lastRunInitialContext = ''; + lastRunInputSnapshot = null; + lastRunCompletionReason = null; + completeReasonEl.text(''); + + let initialContext = ''; + + try { + analyzeProgressEl.text('Assembling prompt…').style('display', null); + initialContext = await resolveInitialContext(signal); + lastRunInitialContext = initialContext; + lastRunInputSnapshot = getInputSnapshotForRun(); + + if (isSkipChatTemplate()) { + saveHistory(prompt, GEN_ATTR_RAW_INPUT_HISTORY_KEY); + } else { + saveHistory(prompt, GEN_ATTR_USER_INPUT_HISTORY_KEY); + if (isGenAttrUseSystemPrompt()) { + const systemForHistory = + (systemTextField.node() as HTMLTextAreaElement | null)?.value ?? ''; + if (systemForHistory.length > 0) { + saveHistory(systemForHistory, GEN_ATTR_SYSTEM_INPUT_HISTORY_KEY); + } + } + } + + const maxTokens = currentMaxTokens(); + let initialPromptTokens: number | undefined; + setGenAttrUsageMetric(undefined, 0); + showProgress(0, maxTokens); + + dagHandle.reset(); + runnerHandle = startTokenGenAttribution({ + initialContext, + apiPrefix: apiBaseForRequests, + model: currentModelVariant(), + maxTokens, + onStep(step, stepIndex) { + if (stepIndex === 0) initialPromptTokens = initialPromptTokensFromFirstStep(step); + const h = runnerHandle; + if (!h) return; + const excludeCtx = excludeIntervalContextFromSteps(h.getAllSteps()); + pushDagFromPreprocess(step, stepIndex, true, excludeCtx); + dagPlaybackNextIndex = stepIndex + 1; + showProgress(stepIndex + 1, maxTokens); + setGenAttrUsageMetric(initialPromptTokens, stepIndex + 1); + showAttributionForStepIndex(stepIndex); + }, + onComplete(reason) { + genAbort = null; + setGenLoading(false); + const h = runnerHandle; + const ic = lastRunInitialContext; + lastRunCompletionReason = reason; + if (h && ic && h.tokenCount >= 1) { + const stepsToStore = h.getAllSteps(); + const cacheStatus: 'partial' | 'complete' = + reason === 'stop' || reason === 'length' ? 'complete' : 'partial'; + void save({ initialContext: ic }, stepsToStore, cacheStatus, reason) + .then(() => genCachedHistory.refreshList()) + .then(() => syncGenAttrContentUrl(ic)) + .catch((e) => console.warn('[gen_attribute] save cached run failed:', e)); + } + completeReasonEl.text(completionFinishReasonLabel(reason)); + scheduleDagLastTokenDwell(() => { + dagHandle.clearNodeSelection(); + }); + }, + onError(err) { + showToast(err.message, 'error'); + }, + }); + } catch (err: unknown) { + if (err && typeof err === 'object' && 'name' in err && (err as { name: string }).name === 'AbortError') { + setGenLoading(false); + genAbort = null; + return; + } + const msg = err instanceof Error ? err.message : String(err); + showAlertDialog('Generate & Attribute', msg); + setGenLoading(false); + genAbort = null; + } +} + +submitBtn.on('click', () => { + if (inFlight) { + postCompletionsStop(); + genAbort?.abort(); + runnerHandle?.abort(); + return; + } + void runGeneration(); +}); + +[rawTextarea, userPromptTextarea].forEach((el) => { + el?.addEventListener('keydown', (e) => { + if (e.key === 'Enter' && (e.ctrlKey || e.metaKey)) void runGeneration(); + }); +}); + +function refreshDagForThemeChange(): void { + stopDagPlayback(); + const h = runnerHandle; + if (!h || h.tokenCount === 0) { + return; + } + dagHandle.reset(); + replayRunnerStepsIntoDag(h); + dagHandle.fitViewportToContent(); + dagHandle.clearNodeSelection(); +} + +const themeManager = initThemeManager( + { + onThemeChange: () => { + refreshDagForThemeChange(); + }, + }, + '#theme_dropdown' +); + +const languageManager = initLanguageManager({}, '#language_dropdown'); + +void new SettingsMenuManager( + '#settings_btn', + '#settings_menu', + '#admin_mode_btn', + adminManager, + api, + undefined, + undefined, + themeManager, + languageManager, + 'common' +); + +const exportDemoBtn = document.getElementById('gen_attr_export_demo_btn'); +function syncGenAttrExportDemoBtn(): void { + if (!exportDemoBtn) return; + exportDemoBtn.style.display = adminManager.isInAdminMode() ? '' : 'none'; +} +syncGenAttrExportDemoBtn(); +adminManager.onAdminModeChange(() => syncGenAttrExportDemoBtn()); +exportDemoBtn?.addEventListener('click', () => { + const h = runnerHandle; + const ic = lastRunInitialContext; + if (!h || !ic || h.tokenCount < 1) { + showToast(tr('No run to export'), 'error'); + return; + } + const payload: GenAttrCachedRun = { + initialContext: ic, + steps: h.getAllSteps(), + ...(lastRunCompletionReason != null ? { completionReason: lastRunCompletionReason } : {}), + }; + void exportJsonFile(payload, `genattr-${Date.now()}.json`); +}); + +initChatPanelLayout(); diff --git a/client/src/ts/home.ts b/client/src/ts/home.ts new file mode 100644 index 0000000000000000000000000000000000000000..56e484269769583550f554253157cd6e4873501d --- /dev/null +++ b/client/src/ts/home.ts @@ -0,0 +1,57 @@ +/** + * 极简导航首页：主题与语言与 analysis 等页通过 localStorage 一致。 + */ +import './utils/d3-polyfill'; +import '../css/start.scss'; +import '../css/home.scss'; + +import { initThemeManager } from './ui/theme'; +import { initLanguageManager } from './ui/language'; +import { getCurrentLanguage, initI18n, tr } from './lang/i18n-lite'; +import { AdminManager } from './utils/adminManager'; +import { SettingsMenuManager } from './utils/settingsMenuManager'; +import { initializeCommonApp } from './appInitializer'; +import URLHandler from './utils/URLHandler'; + +initI18n(); + +/** 首页「LLM Causal Flow」卡片：按语言打开对应打包 demo（与 demos/gen_attribute/*.json 文件名一致） */ +const GEN_ATTRIBUTE_HOME_DEMO_SLUG: Record<'en' | 'zh', string> = { + en: 'Write a sonnet about love', + zh: '写一首绝句，主题是春天', +}; + +function applyGenAttributeNavCardHref(): void { + const a = document.querySelector<HTMLAnchorElement>('a.nav-landing-card[data-nav-page="genAttribute"]'); + if (!a) return; + const slug = GEN_ATTRIBUTE_HOME_DEMO_SLUG[getCurrentLanguage() === 'zh' ? 'zh' : 'en']; + a.setAttribute('href', `gen_attribute.html?demo=${encodeURIComponent(slug)}`); +} + +applyGenAttributeNavCardHref(); + +const apiPrefix = URLHandler.parameters['api'] || ''; +const { api } = initializeCommonApp(apiPrefix); +const adminManager = AdminManager.getInstance(); +api.setAdminToken(adminManager.isInAdminMode() ? adminManager.getAdminToken() : null); + +const themeManager = initThemeManager({}, '#theme_dropdown'); +const languageManager = initLanguageManager({}, '#language_dropdown'); + +void new SettingsMenuManager( + '#settings_btn', + '#settings_menu', + '#admin_mode_btn', + adminManager, + api, + undefined, + undefined, + themeManager, + languageManager, + 'common' +); + +document.documentElement.lang = getCurrentLanguage() === 'zh' ? 'zh-CN' : 'en'; +const metaDesc = document.querySelector<HTMLMetaElement>('meta[name="description"]'); +const desc = metaDesc?.getAttribute('content'); +if (desc) metaDesc.setAttribute('content', tr(desc)); diff --git a/client/src/ts/lang/contentLoader.ts b/client/src/ts/lang/contentLoader.ts new file mode 100644 index 0000000000000000000000000000000000000000..7e983e7a32b45a6df9e370085e55e1707f0dbb6f --- /dev/null +++ b/client/src/ts/lang/contentLoader.ts @@ -0,0 +1,41 @@ +/** + * 外部内容加载器 + * 用于加载独立的 HTML 内容文件（如首页介绍等大段文本） + */ + +import { getCurrentLanguage } from './i18n-lite'; +import homeContentEn from '../../content/home.en.html'; +import homeContentZh from '../../content/home.zh.html'; + +interface ContentMap { + en: string; + zh: string; +} + +const homeContent: ContentMap = { + en: homeContentEn, + zh: homeContentZh +}; + +/** + * 获取首页介绍内容 + */ +export function getHomeContent(): string { + const lang = getCurrentLanguage(); + return homeContent[lang] || homeContent.en; +} + +/** + * 加载首页介绍内容到指定容器 + * @param containerId 容器元素的 ID + */ +export function loadHomeContent(containerId: string): void { + const container = document.getElementById(containerId); + if (!container) { + console.error(`Container element with id "${containerId}" not found`); + return; + } + + const content = getHomeContent(); + container.innerHTML = content; +} diff --git a/client/src/ts/lang/i18n-lite.ts b/client/src/ts/lang/i18n-lite.ts new file mode 100644 index 0000000000000000000000000000000000000000..c450463e3b2cf75c9000591b85f09aec1b375bbf --- /dev/null +++ b/client/src/ts/lang/i18n-lite.ts @@ -0,0 +1,180 @@ +/** + * 最简国际化方案 (方案 B) + * + * 设计原则： + * 1. 英文是 source of truth，直接写在代码里 + * 2. 其它语言通过翻译表覆盖 + * 3. 不引入第三方 i18n 框架 + * 4. 支持未来平滑升级到标准 i18n + */ + +import { translations } from './translations'; + +export type Language = 'en' | 'zh'; + +// 当前语言状态（从 localStorage 恢复，默认为 en） +let currentLanguage: Language = 'en'; + +// 初始化：从 localStorage 读取语言设置 +const LANG_STORAGE_KEY = 'app_language'; +const storedLang = localStorage.getItem(LANG_STORAGE_KEY); +if (storedLang === 'en' || storedLang === 'zh') { + currentLanguage = storedLang; +} + +// 跨标签页语言同步：监听其他页面对语言的修改 +const storageListener = (event: StorageEvent) => { + if (event.key !== LANG_STORAGE_KEY) { + return; + } + const newLang = event.newValue; + if (newLang === 'en' || newLang === 'zh') { + // 语言变化时刷新页面以应用新语言 + // （因为 data-i18n 只在页面加载时执行一次） + location.reload(); + } +}; + +// 自动启用跨标签页同步 +window.addEventListener('storage', storageListener); + +/** + * 翻译函数 + * @param text 英文原文（source of truth） + * @returns 翻译后的文本，如果没有翻译则返回原文 + */ +export function tr(text: string): string { + if (currentLanguage === 'en') { + return text; + } + + // 非英文：查找翻译表 + const langTranslations = translations[currentLanguage]; + if (langTranslations && langTranslations[text]) { + return langTranslations[text]; + } + + // 找不到翻译，fallback 到原文 + return text; +} + +function escapeRegExpLiteral(text: string): string { + return text.replace(/[.*+?^${}()|[\]\\]/g, '\\$&'); +} + +/** + * 翻译 + 模板变量替换（{name} / {count} 等） + * + * 注意：变量替换发生在翻译之后，确保翻译表里的占位符也能被替换。 + */ +export function trf( + text: string, + vars: Record<string, string | number> +): string { + let out = tr(text); + for (const [key, value] of Object.entries(vars)) { + const pattern = new RegExp(`\\{${escapeRegExpLiteral(key)}\\}`, 'g'); + out = out.replace(pattern, String(value)); + } + return out; +} + +/** + * 获取当前语言 + */ +export function getCurrentLanguage(): Language { + return currentLanguage; +} + +/** + * 设置语言 + * @param lang 目标语言 + */ +export function setLanguage(lang: Language): void { + currentLanguage = lang; + localStorage.setItem(LANG_STORAGE_KEY, lang); +} + +/** + * 切换语言（en <-> zh） + */ +export function toggleLanguage(): Language { + const newLang: Language = currentLanguage === 'en' ? 'zh' : 'en'; + setLanguage(newLang); + return newLang; +} + +/** + * 初始化页面国际化 + * 遍历所有带 data-i18n 属性的元素，根据当前语言翻译 + * + * data-i18n 自动从 HTML 读取英文内容作为翻译 key，无需重复写 + * + * 用法： + * <button data-i18n>Analyze</button> + * <button title="Save to local file" data-i18n="text,title">Save to local</button> + * <button title="Toggle dark mode" data-i18n="title">🌙</button> + */ +export function initI18n(): void { + if (currentLanguage === 'en') { + return; // 英文不需要翻译 + } + + // 遍历所有带 data-i18n 属性的元素 + document.querySelectorAll('[data-i18n]').forEach((element) => { + const i18nAttr = element.getAttribute('data-i18n'); + + // 默认翻译 text，支持逗号分隔的多属性：text,title,placeholder + const attrs = !i18nAttr || i18nAttr === 'text' + ? ['text'] + : i18nAttr.split(',').map(s => s.trim()); + + attrs.forEach((attr) => { + let key: string | null = null; + + if (attr === 'text') { + key = element.textContent?.trim() || null; + if (key) { + element.textContent = tr(key); + } + } else if (attr === 'html') { + key = element.innerHTML?.trim() || null; + if (key) { + element.innerHTML = tr(key); + } + } else { + key = element.getAttribute(attr); + if (key) { + element.setAttribute(attr, tr(key)); + } + } + }); + }); +} + +/** + * 迁移到标准 i18n 的接口兼容性说明： + * + * 未来如果需要迁移到 i18next 等标准 i18n 框架： + * + * 1. 替换 tr() 函数： + * import { t as tr } from 'i18next'; + * + * 2. 转换翻译表格式： + * 从当前的扁平结构： + * { "Start analysis": "开始分析" } + * 转换为标准格式： + * { "translation": { "Start analysis": "开始分析" } } + * + * 3. 初始化 i18next： + * i18next.init({ + * lng: getCurrentLanguage(), + * resources: { + * en: { translation: {} }, + * zh: { translation: translations.zh } + * } + * }); + * + * 4. 业务代码无需修改： + * 所有使用 tr() 的地方保持不变 + */ diff --git a/client/src/ts/lang/translations.ts b/client/src/ts/lang/translations.ts new file mode 100644 index 0000000000000000000000000000000000000000..1afc36a1df46a713aa2a12acd7379a14facea413 --- /dev/null +++ b/client/src/ts/lang/translations.ts @@ -0,0 +1,386 @@ +/** + * 非对称翻译表 + * + * 说明： + * 1. 英文是 source of truth，不需要翻译表 + * 2. key 必须是代码中的英文原文 + * 3. 仅翻译用户可见的 UI 文案 + * 4. 仅翻译普通用户界面，管理员/开发者界面、日志等仅使用英文 + * 5. 不翻译分析内容、模型输出、抓取文本 + */ + +export type TranslationTable = Record<string, string>; +export type Translations = Partial<Record<'en' | 'zh', TranslationTable>>; + +export const translations: Translations = { + zh: { + // ========== 首页介绍文本 ========== + // 注意：首页介绍的大段内容已迁移到外部 HTML 文件： + // - client/src/content/home.en.html + // - client/src/content/home.zh.html + // 由 contentLoader.ts 动态加载 + 'Info Lens': 'Info Lens 信息透镜', + 'A toolbox for exploring the informational nature of LLMs and language': '用于探索 LLM 与语言的信息本质的工具箱', + 'Info Highlight': 'Info Highlight 信息高亮', + "- highlight the 'informative' parts": '- 高亮“信息量大”的地方', + 'LLM Raw Chat': 'LLM Raw Chat 原始对话', + '- chat with explicit raw prompts': '- 用精确的 prompt 进行对话', + 'Context Attribution': 'Context Attribution 上下文归因', + '- attribute a predicted token to its context': '- 将预测 token 归因到上下文', + 'LLM Causal Flow': 'LLM Causal Flow 因果流', + '- explore the context-attribution DAG': '- 探索上下文归因的 DAG 关系图', + // 合成标题串（<title>）：英文 key 与 injectPageMeta documentTitleEn 拼接一致 + 'Info Lens - A toolbox for exploring the informational nature of LLMs and language': 'Info Lens 信息透镜 - 用于探索 LLM 与语言的信息本质的工具箱', + "Info Highlight - highlight the 'informative' parts": 'Info Highlight 信息高亮 - 高亮“信息量大”的地方', + 'LLM Raw Chat - chat with explicit raw prompts': 'LLM Raw Chat 原始对话 - 用精确的 prompt 进行对话', + 'Context Attribution - attribute a predicted token to its context': 'Context Attribution 上下文归因 - 将预测 token 归因到上下文', + 'LLM Causal Flow - explore the context-attribution DAG': 'LLM Causal Flow 因果流 - 探索上下文归因的 DAG 关系图', + // LLM Causal Flow（gen_attribute）页：placeholder / title 文案 + 'When enabled, each line below is a regex with the global flag, matched only within the initial static prompt prefix (excluding generated continuation). If a token offset lies fully inside a match, its score is treated as 0.': + '启用后仅在初始静态 prompt 前缀内按下列正则匹配（不含已生成 continuation）；token 的 offset 完全落在某次匹配区间内则 score 视为 0。', + 'One regex per line (prompt prefix only)': '每行一条正则（仅 prompt 前缀）', + 'One regex per line (global flag), matched only within the initial prompt prefix; if a token offset lies fully inside a match, its score is treated as 0.': + '每行一条正则，`g`，仅在初始 prompt 前缀内匹配；token 的 offset 完全落在某次匹配区间内则 score 视为 0。', + 'When enabled, each line below is a regex with the global flag, matched only within the model-generated continuation (excluding the initial static prompt). If a token offset lies fully inside a match, its score is treated as 0.': + '启用后仅在模型已生成的 continuation（不含初始静态 prompt）内按下列正则匹配；token 的 offset 完全落在某次匹配区间内则 score 视为 0。', + 'One regex per line (generated continuation only)': '每行一条正则（仅已生成 continuation）', + 'One regex per line (global flag), matched only within the generated suffix; if a token offset lies fully inside a match, its score is treated as 0.': + '每行一条正则，`g`，仅在已生成后缀内匹配；token 的 offset 完全落在某次匹配区间内则 score 视为 0。', + 'When checked, gray DAG edges not adjacent to the hovered or selected node are hidden.': + '勾选后，DAG 中未与当前悬浮/选中节点相邻的灰色边将被隐藏。', + 'Width (px) of the invisible measurement layer used for DAG layout. Only this width affects wrapping and node positions. When idle, changes replay and fit automatically; during generation or DAG playback, the setting updates for the next run or refresh.': + 'DAG 节点几何所基于的不可见测量层宽度（px）。只有测量层宽度会影响节点折行/位置。修改后：稳态下自动按新宽度重放并 fit；若正在生成或 DAG 播放中，仅更新设置，下次刷新/生成时生效。', + 'Delay in milliseconds between steps during DAG playback. Stored locally; the value is read when you press play—changing it mid-playback does not affect the current run.': + 'DAG 步进重放时相邻两步之间的间隔（ms）。写入本地存储；每次点击播放时读取当前输入，播放中途改数值不影响本轮。', + 'Perform gradient attribution on the target token below.': '对以下target token做梯度归因。', + // Context Attribution 页（attribution.html） + 'Context': 'Context 上下文', + 'Target prediction': 'Target prediction 目标预测', + 'Analyze attribution': '归因分析', + '{count} tokens': '{count} 个 token', + 'Exclude prompt patterns': '排除prompt部分的正则', + 'Exclude generated patterns': '排除生成部分的正则', + 'One regex per line (context only)': '每行一条正则（仅 context）', + 'When enabled, each line below is a regex with the global flag, matched only within the context field below. If a token offset lies fully inside a match, its score is treated as 0.': + '启用后仅在下方 context 输入框全文内按下列正则匹配；token 的 offset 完全落在某次匹配区间内则 score 视为 0。', + 'One regex per line (global flag), matched only within the context text; if a token offset lies fully inside a match, its score is treated as 0.': + '每行一条正则，`g`，仅在 context 全文上匹配；token 的 offset 完全落在某次匹配区间内则 score 视为 0。', + 'For threshold x∈(0,1]: map normalized scores in [0,x] linearly to display intensities [0,1]; scores above x saturate at maximum intensity. At x=1, equivalent to disabling mapping.': + '阈值 x∈(0,1]：将已归一的分数在 [0,x] 上线性映射到显示强度 [0,1]；高于 x 的分数饱和为最高强度。x=1 时与关闭映射等价。', + 'LLM × Linguistics × Information Theory': '大模型 × 语言学 × 信息论', + + // ========== 通用按钮和操作 ========== + 'Add': '添加', + 'Analyze': '分析', + 'Analyze & Upload': '分析并上传', + 'Analyze&Upload': '分析并上传', + 'Analyze URL': '分析 URL', + 'Analyze URL content': '分析 URL 内容', + 'Cancel': '取消', + 'Clear': '清空', + 'Compare results': '对比结果', + 'Compare analysis results': '对比分析结果', + 'Info Highlight / Compare': 'Info Highlight 信息高亮 / 对比', + 'Compare': '对比', + 'Confirm': '确定', + 'Delete': '删除', + 'Remove': '移除', + 'Move to top': '移到顶部', + 'Edit': '编辑', + 'Enter': '进入', + 'Exit': '退出', + 'Finish editing': '完成编辑', + 'Move': '移动', + 'OK': '确定', + 'Overwrite': '覆盖', + 'Paste': '粘贴', + 'Cached completion not found': '未找到该条续写缓存，可能已被删除', + 'Cached completion not found (link may be expired)': '未找到该条续写缓存（分享链接可能已过期）', + 'Cached result not found': '未找到该条归因缓存，可能已被删除', + 'Cached result not found (link may be expired)': '未找到该条归因缓存（分享链接可能已过期）', + 'Cached run not found': '未找到该条生成缓存，可能已被删除', + 'Cached run not found (link may be expired)': '未找到该条生成缓存（分享链接可能已过期）', + 'Cached history': '历史缓存', + 'Cached demos': '示例缓存', + 'Demo not found': '未找到该示例缓存', + 'No run to export': '当前无可导出的运行结果', + 'History': '输入历史', + 'Raw prompt': 'Raw prompt 原始提示词', + 'Raw prompt mode': 'Raw prompt mode 原始提示词模式', + 'Ask': '提问', + 'Force retry': '强制重试', + 'Fetch again without using cached result': '不使用缓存，重新向服务器请求', + 'Save': '保存', + 'Search': '搜索', + 'Stop': '停止', + 'Stopped': '已停止', + 'EOS reached': '已到达序列结束（EOS）', + '{count} tokens reached': '已达 {count} 个 token', + 'Maximum length reached': '已达生成长度上限', + 'Fullscreen unavailable': '当前环境无法使用该全屏功能', + 'Upload': '上传', + + // ========== 对话框和表单 ========== + 'Demo name:': 'Demo名称：', + 'Enter folder name': '请输入文件夹名称', + 'Please enter demo name:': '请输入demo名称：', + 'Folder name:': '文件夹名称：', + 'New name:': '新名称：', + 'Save directory:': '保存目录：', + 'Target folder:': '目标文件夹：', + 'Text content:': '文本内容：', + 'URL address:': 'URL 地址：', + + // ========== 状态和提示信息 ========== + 'Downloaded to local': '已下载到本地', + 'File already exists': '文件已存在', + 'File "{name}.json" already exists, overwrite?': '文件 "{name}.json" 已存在，是否覆盖？', + 'Info': '提示', + 'Loading...': '加载中...', + 'No file selected': '未选择文件', + 'Queuing...': '排队中...', + 'Refreshing...': '正在刷新...', + 'Success': '成功', + 'Upload successful': '上传成功', + 'User cancelled save': '用户取消保存', + 'Demo path is missing': '缺少demo路径', + 'Saved to local cache': '已保存到本地缓存', + 'Storage quota exceeded, please clear cache and try again': '存储空间不足，请清理缓存后重试', + 'Key is missing': '缺少key', + 'File not found in local cache, please open again': '本地缓存中未找到该文件，请重新打开', + 'Failed to read from cache': '从缓存读取失败', + 'Request failed, please try again later.': '请求失败，请稍后重试。', + 'File name cannot be empty': '文件名不能为空', + 'File name too long (max 255 characters)': '文件名过长（最多255个字符）', + 'File name contains invalid characters (cannot contain < > : " | ? * or control characters)': '文件名包含非法字符（不能包含 < > : " | ? * 或控制字符）', + 'File name cannot be a system reserved name': '文件名不能使用系统保留名称', + 'File name cannot start or end with a dot': '文件名不能以点开头或结尾', + 'File name cannot contain path separators': '文件名不能包含路径分隔符', + 'Chinese': '中文', + + // ========== 浏览器兼容性提示 ========== + 'Browser does not support IndexedDB, the following features will not be available:': + '浏览器不支持 IndexedDB，以下功能将不可用：', + 'Local file cache (unable to cache local files to browser after opening)': + '• 本地文件缓存（打开本地文件后无法缓存到浏览器）', + 'Other features (text analysis, server save, local file download, etc.) are still available.': + '• 其他功能（文本分析、服务器保存、本地文件下载等）仍然可用。', + 'Or configure HTTPS access': '或配置HTTPS访问', + 'Or: Configure HTTPS access': '或者：配置HTTPS访问', + 'Reason: Browser does not support or has disabled encryption API.': + '原因：浏览器不支持或禁用了加密API。', + 'Reason: Currently accessing via non-HTTPS non-localhost address, browser security policy has disabled encryption API.': + '原因：当前通过非HTTPS的非localhost地址访问，浏览器安全策略禁用了加密API。', + 'Reason: Opening page via file:// protocol, browser security policy has disabled encryption API.': + '原因：通过 file:// 协议打开页面，浏览器安全策略禁用了加密API。', + 'Restore local files after refresh (need to reselect files after refreshing the page)': + '• 刷新后恢复本地文件（刷新页面后需要重新选择文件）', + 'Solution:': '解决方案：', + 'Solution: Please access the application via http://localhost:port': + '解决方案：请通过 http://localhost:端口 访问应用', + 'Recommended: Access via http://localhost:port (recommended)': + '推荐：通过 http://localhost:端口 访问（推荐）', + 'Use http://localhost:port to access (recommended)': + '使用 http://localhost:端口 访问（推荐）', + + // ========== 设置和配置 ========== + 'Auto': '自动', + 'Dark': '暗色', + 'Light': '亮色', + 'Language:': '语言：', + 'Minimap:': '滚动条缩略图：', + 'Settings': '设置', + 'Theme': '主题', + 'Theme:': '主题：', + 'Force narrow screen:': '强制窄屏：', + 'Toggle dark mode': '切换夜间模式', + + // ========== 文件操作 ========== + 'Load text from URL and analyze': '从URL加载文本并分析', + 'Open demo file from local': '从本地打开demo文件', + 'Save to local file': '保存到本地文件', + 'Select local': '选择本地', + + // ========== 文件夹操作 ========== + 'Are you sure you want to delete {type} "{name}"?': '确定要删除{type}“{name}”吗？', + 'Confirm deletion': '确认删除', + 'File': '文件', + 'Folder': '文件夹', + 'More actions': '更多操作', + 'Move to...': '移动到...', + 'New folder': '新建文件夹', + 'Rename': '重命名', + '/(Root)': '/（根目录）', + '/ (Root)': '/（根目录）', + 'This action cannot be undone.': '此操作不可撤销。', + + // ========== Demo 对比页面 ========== + 'InfoLens Home': '返回首页', + 'Import Result': '导入结果', + 'Diff Mode': '差分模式', + 'Move left': '左移', + 'Move right': '右移', + 'Move to leftmost': '移到最左', + 'Move to rightmost': '移到最右', + 'No comparison data': '无对比数据', + 'No demos to compare': '当前没有对比的demo', + 'Please select at least one demo': '请至少选择一个demo', + 'Please wait for all demos to load': '请等待所有 demo 加载完成', + 'Refresh demo list': '刷新demo列表', + 'Select Demo': '选择Demo', + 'Select demo to add:': '选择要添加的demo：', + 'Show Text Rendering': '显示文本渲染', + 'This demo is already in the comparison list': '该demo已在对比列表中', + 'Demo "{name}" analyzed and uploaded successfully!': 'Demo "{name}" 分析并上传成功！', + + // ========== 多选操作 ========== + 'Exit multi-select mode': '退出多选模式', + 'Multi-select mode': '多选模式', + 'No selection': '未选择', + 'Partial success': '部分成功', + 'Please select items to delete first': '请先选择要删除的项', + 'Please select items to move first': '请先选择要移动的项', + 'Select all': '全选', + 'Selected {count}': '已选 {count}', + 'Successfully deleted {count} items': '已成功删除 {count} 项', + 'Successfully deleted {success} items, failed {fail} items': '成功删除 {success} 项，失败 {fail} 项', + 'Successfully moved {count} items': '已成功移动 {count} 项', + 'Successfully moved {success} items, failed {fail} items': '成功移动 {success} 项，失败 {fail} 项', + 'Are you sure you want to delete the following {count} items?': '确定要删除以下 {count} 项吗？', + + // ========== 图表和可视化 ========== + 'Δ bits/Byte': 'Δ 比特/字节', + 'Δinformation per byte histogram': 'Δ字节信息量直方图', + 'bits/Byte': '比特/字节', + 'bits/token': '比特/token', + 'information (bits)': '信息量（比特）', + 'information per byte histogram': '字节信息量直方图', + 'information per token histogram': 'token信息量直方图', + 'information per token progress': 'token信息量进度图', + 'semantic match per chunk progress': 'chunk匹配度进度图', + 'chunk match degree': 'chunk匹配度', + 'token index': 'token索引', + 'character offset': '字符偏移', + 'semantic score histogram': '语义分数直方图', + 'signal prob': 'signal概率', + 'signal ratio': '信号比', + 'pw score': 'pw 分数', + + // ========== Tooltip 内容 ========== + 'information density:': '信息密度：', + 'pw score:': 'pw 分数：', + 'signal prob:': 'signal概率：', + 'signal probability:': '信号概率：', + 'raw score normed:': '归一化原始分数：', + 'Match: {0}%': '匹配度: {0}%', + 'raw score:': '原始分数：', + 'prob:': '概率：', + 'BPE overlap merge: overlapping spans were combined.': 'BPE 重叠合并：已合并重叠区间。', + 'Digit merge: adjacent digit sub-tokens were combined.': '数字合并：已合并相邻数字子 token。', + 'information:': '信息量：', + 'log perplexity:': '对数困惑度：', + 'Top-k data not available.': '未提供 Top-k 数据。', + 'UTF-8 size:': 'UTF-8大小：', + + // ========== 统计信息 ========== + 'bytes': '字节', + 'chars': '字符', + 'model': '模型', + 'index model': '索引模型', + 'tokens': 'token', + 'total information': '总信息量', + + // ========== 标签和提示 ========== + 'or enter text:': '或输入文本：', + 'Quick start - select a demo:': '快速开始 - 选择示例：', + + // ========== 错误和警告消息 ========== + '0 chars': '0 字符', + 'total information = 0 bits': '总信息量 = 0 比特', + 'All files import failed:': '所有文件导入失败：', + 'Analysis failed': '分析失败', + 'Batch delete failed, please check console for details.': '批量删除失败，请检查控制台获取详细信息。', + 'Batch move failed, please check console for details.': '批量移动失败，请检查控制台获取详细信息。', + 'Cannot add demo, source text inconsistent with existing demos:': '无法添加以下 demo，原文与已有 demo 不一致：', + 'Cannot enable model diff mode: current demos have inconsistent source text': '无法启用模型差分模式：当前 demo 的原文不一致', + 'Cannot find corresponding demo file path, unable to load.': '找不到对应的 demo 文件路径，无法加载。', + 'Delete failed': '删除失败', + 'Delete failed, please check console for details.': '删除失败，请检查控制台获取详细信息。', + 'Demo precheck failed:': '预检查 demo 失败:', + 'Error': '错误', + 'Error loading demos, please check console for details.': '加载 demos 时出错，请检查控制台获取详细信息。', + 'Failed items:': '失败项：', + 'All files failed to read:': '所有文件读取失败：', + 'Failed to add local file': '添加本地文件失败', + 'Failed to create folder': '创建文件夹失败', + 'Failed to read file': '文件读取失败', + 'Partial files failed:': '部分文件失败：', + 'Read failed': '读取失败', + 'Failed to create folder, please check console for details.': '创建文件夹失败，请检查控制台获取详细信息。', + 'Failed to get folder list, please check console for details.': '获取文件夹列表失败，请检查控制台获取详细信息。', + 'Failed to load folder list': '加载文件夹列表失败', + 'Failed to load folder list: {message}': '加载文件夹列表失败: {message}', + 'Failed to open file': '打开文件失败', + 'Failed to open IndexedDB': '无法打开 IndexedDB', + 'Failed to read clipboard, please paste manually': '无法读取剪贴板，请手动粘贴', + 'Failed to refresh demo list, please check console for details.': '刷新demo列表失败，请检查控制台获取详细信息。', + 'Failed to restore': '恢复失败', + 'Failed to save to cache': '保存到缓存失败', + 'File content is not a valid JSON object': '文件内容不是有效的JSON对象', + 'File download failed': '文件下载失败', + 'File is not a valid JSON format': '文件不是有效的JSON格式', + 'Invalid hash format: "{hash}", expected 4 hexadecimal characters': '无效的哈希值格式: "{hash}"，应为4位十六进制字符', + 'File opened, but cannot be saved to local cache due to browser security policy restrictions.': + '文件已打开，但由于浏览器安全策略限制，无法保存到本地缓存。', + 'Hash value missing': '哈希值缺失', + 'Import failed': '导入失败', + 'Invalid URL format': 'URL格式无效', + 'Load failed': '加载失败', + 'Load failed: {message}': '加载失败: {message}', + 'Local resource identifier missing hash: "{identifier}", format should be local://filename.json~hash': '本地资源标识符缺少哈希值: "{identifier}"，格式应为 local://filename.json~hash', + 'Missing required "request" field': '缺少必需的"request"字段', + 'Missing required "result" field': '缺少必需的"result"字段', + 'Unable to extract local resource info: "{identifier}"': '无法提取本地资源信息: "{identifier}"', + 'Move failed': '移动失败', + 'Move failed, please check console for details.': '移动失败，请检查控制台获取详细信息。', + 'No data to save, please analyze text first': '没有可保存的数据，请先分析文本', + 'Only refresh recovery of opened files is affected, other features work normally.': + '仅已打开文件的刷新恢复受影响，其他功能均可正常使用。', + 'Precheck failed': '预检查失败', + 'Processing failed': '处理失败', + 'Rename failed': '重命名失败', + 'Rename failed, please check console for details.': '重命名失败，请检查控制台获取详细信息。', + 'Returned JSON missing valid bpe_strings array': '返回 JSON 缺少合法的 bpe_strings 数组', + 'Returned JSON missing valid bpe_strings array, processing cancelled.': '返回 JSON 缺少合法的 bpe_strings 数组，已取消本次处理。', + 'Save failed': '保存失败', + 'Save failed: {message}': '保存失败: {message}', + 'Some demos failed to load': '部分 Demo 加载失败', + 'Some files import failed': '部分文件导入失败', + 'Unable to extract text from URL': '无法从 URL 提取文本', + 'Unable to load project configuration, please check backend logs.': '无法加载项目配置，请检查后端日志。', + 'Unable to use encryption API (crypto.subtle), local cache save feature is unavailable.': + '无法使用加密API（crypto.subtle），保存到本地缓存功能不可用。', + 'URL text extraction failed': 'URL 文本提取失败', + 'Semantic analysis failed': '语义分析失败', + 'Tokenizer results inconsistent: semantic and info-density token boundaries differ.': 'Tokenizer 结果不一致：语义分析与信息密度的 token 边界存在差异，属预期外情况。', + 'No data to analyze, please analyze text first': '没有可分析的数据，请先分析文本', + 'User cancelled file selection': '用户取消了文件选择', + // --- API：仅固定全文可精确匹配的校验/静态错误；含数字的动态错误不译，见 translateApiErrorMessage 说明 --- + 'Missing required field: context': '缺少 context 字段', + 'context must be a string': 'context 须为字符串', + 'target_prediction must be a string': 'target_prediction 须为字符串', + 'target_prediction must not be empty': 'target_prediction 不能为空字符串', + 'Missing required field: model': '缺少 model 字段', + 'model must be a string': 'model 须为字符串', + 'model must be "base" or "instruct"': 'model 仅能为 base 或 instruct', + 'Gradient did not propagate; this model may not support attribution (e.g. int8 quantization).': + '梯度未回传，可能模型不支持归因（如 int8 量化）', + 'Unable to resolve context for this token': '无法解析该 token 的上下文', + 'Completion response missing choices[0].text': '续写响应缺少 choices[0].text', + 'Response missing info_radar.bpe_strings': '响应缺少 info_radar.bpe_strings', + 'completions/prompt response missing prompt_used': 'completions/prompt 响应缺少 prompt_used', + '... and {count} more items failed': '...还有 {count} 项失败', + 'Source fragments ({count}):': '来源子片段（共 {count} 段）：', + '(+{n} more)': '（另有 {n} 段未列出）', + } +}; diff --git a/client/src/ts/start.ts b/client/src/ts/start.ts new file mode 100644 index 0000000000000000000000000000000000000000..e836f7216731d54081c807b5a5e622bb849970e2 --- /dev/null +++ b/client/src/ts/start.ts @@ -0,0 +1,1042 @@ +import * as d3 from 'd3'; +import "./utils/d3-polyfill"; + +import '../css/start.scss' +import {SimpleEventHandler} from "./utils/SimpleEventHandler"; +import {TextAnalysisAPI} from "./api/GLTR_API"; +import type {AnalyzeResponse, FrontendAnalyzeResult, FrontendToken} from "./api/GLTR_API"; +import {GLTR_HoverEvent, GLTR_Mode, GLTR_Text_Box} from "./vis/GLTR_Text_Box"; +import {ToolTip} from "./vis/ToolTip"; +import URLHandler from "./utils/URLHandler"; +import {Histogram, HistogramBinClickEvent} from './vis/Histogram'; +import {ScatterPlot, type ScatterChunkClickEvent} from './vis/ScatterPlot'; +import {initThemeManager} from './ui/theme'; +import {initLanguageManager} from './ui/language'; +import {createToast} from './ui/toast'; +import {initDemoManager, type DemoManager} from './ui/demoManager'; +import {showAlertDialog, showDialog, createCombinedContent, createNamePathTextContent, createUrlInputContent} from './ui/dialog'; +// 国际化 +import {tr, initI18n, toggleLanguage, getCurrentLanguage} from './lang/i18n-lite'; +import {loadHomeContent} from './lang/contentLoader'; +// Demo存储层 +import { ServerStorage } from './storage/demoStorage'; +import { DemoStorageController } from './controllers/demoStorageController'; +import { LocalFileIO } from './storage/localFileIO'; +import { LocalDemoCache } from './storage/localDemoCache'; +import { DemoResourceLoader } from './storage/demoResourceLoader'; +// 控制器模块 +import {TextInputController, calculateTextStatsForController, type ExtendedInputEvent} from './controllers/textInputController'; +import {HighlightController, initHighlightClearListeners} from './controllers/highlightController'; +import {LayoutController} from './controllers/layoutController'; +import {handleServerDemoSave} from './controllers/serverDemoController'; +// 公共初始化模块 +import {initializeCommonApp} from './appInitializer'; +// 工具函数 +import {ensureJsonExtension} from './utils/localFileUtils'; +import {extractErrorMessage} from './utils/errorUtils'; +import {CryptoSubtleUnavailableError} from './utils/hashUtils'; +import type { TextStats } from './utils/textStatistics'; +import {composeDemoFullPath, getDefaultDemoName, normalizeFolderPath, buildFolderOptions} from './utils/demoPathUtils'; +// 新的业务逻辑模块 +import { AppStateManager } from './utils/appStateManager'; +import { DemoBusinessLogic } from './utils/demoBusinessLogic'; +import { VisualizationUpdater } from './utils/visualizationUpdater'; +import { addDigitsMergeRenderListener } from './utils/digitsMergeManager'; +import { AnalyzeFlowManager } from './utils/analyzeFlow'; +import { isMobileDevice } from './utils/responsive'; +import { isValidUrl, extractUrl, isPureUrl } from './utils/urlUtils'; +import { AdminManager } from './utils/adminManager'; +import { SettingsMenuManager } from './utils/settingsMenuManager'; +import { saveHistory, initQueryHistoryDropdown } from './utils/queryHistory'; +import { removeByQuery as removeSemanticCacheByQuery } from './utils/semanticResultCache'; +import { playAnalysisCompleteSound } from './utils/soundNotification'; +import { getSemanticMatchThreshold, setSemanticMatchThreshold } from './utils/semanticThresholdManager'; +import { SEMANTIC_MATCH_THRESHOLD } from './constants'; +import { SemanticSearchController } from './controllers/semanticSearchController'; +import { initDensityAttributionSidebar } from './attribution/densityAttributionSidebar'; + +const current = { + sidebar: { + width: 400, + visible: false + }, + demo: true, + model_name: 'default' // 使用默认模型，由后端自动选择 +}; + +// 类型定义和工具函数已移至 utils 和 controllers 模块 + + +const mapIDtoEnum = { + mode_frac_p: GLTR_Mode.fract_p +}; + + +window.onload = () => { + // 初始化公共应用组件 + const api_prefix = URLHandler.parameters['api'] || ''; + const bodyElement = <Element>d3.select('body').node(); + const { eventHandler, api, tokenSurprisalColorScale, byteSurprisalColorScale, totalSurprisalFormat } = initializeCommonApp(api_prefix, bodyElement); + + // 管理员模式：从本地恢复 token，并注入到 API（写请求自动带 X-Admin-Token） + const adminManager = AdminManager.getInstance(); + api.setAdminToken(adminManager.isInAdminMode() ? adminManager.getAdminToken() : null); + + // 页面初始化时确保 loading 状态被重置（防止刷新后仍显示转圈） + d3.selectAll(".loadersmall").style('display', 'none'); + + if (URLHandler.parameters['nodemo']){ + current.demo = false; + } + + const toastController = createToast('#toast'); + const showToast = toastController.show; + + const side_bar = d3.select(".side_bar"); + side_bar.style('width', `${current.sidebar.width}px`); + + const toolTip = new ToolTip(d3.select('#major_tooltip'), eventHandler); + + const submitBtn = d3.select('#submit_text_btn'); + const saveBtn = d3.select('#save_demo_btn'); + const saveLocalBtn = d3.select('#save_local_demo_btn'); + const semanticSearchBtn = d3.select('#semantic_search_btn'); + const clearBtn = d3.select('#clear_text_btn'); + const pasteBtn = d3.select('#paste_text_btn'); + const loadUrlBtn = d3.select('#load_url_btn'); + const analyzeSaveBtn = d3.select('#analyze_save_btn'); + const textField = d3.select('#test_text'); + const textCountValue = d3.select('#text_count_value'); + const textMetrics = d3.select('#text_metrics'); + const metricBytes = d3.select('#metric_bytes'); + const metricChars = d3.select('#metric_chars'); + const metricTokens = d3.select('#metric_tokens'); + const metricTotalSurprisal = d3.select('#metric_total_surprisal'); + const metricModel = d3.select('#metric_model'); + + // 从 HTML 读取作为 i18n key 的默认文案（须在 initI18n 之前） + const defaultNoFileLabel = (() => { + const el = document.getElementById('open_local_demo_filename'); + return el ? el.textContent?.trim().replace(/\s+/g, ' ') : 'No file selected'; + })(); + + // 页面初始化时根据当前语言翻译所有带 data-i18n 属性的元素 + initI18n(); + // 首页相关：中文时用 HTML 内的英文作 key 翻译后覆盖标题与描述 + const isZh = getCurrentLanguage() === 'zh'; + document.documentElement.lang = isZh ? 'zh-CN' : 'en'; + if (isZh) { + const metaDesc = document.querySelector('meta[name="description"]'); + if (metaDesc) { + const content = metaDesc.getAttribute('content'); + if (content) metaDesc.setAttribute('content', tr(content)); + } + } + // 加载首页介绍内容（home.en.html / home.zh.html） + loadHomeContent('home-intro-content'); + + // minimap启用状态（优先使用localStorage，否则根据设备类型判断：移动端默认为false，桌面端默认为true） + const storedMinimap = localStorage.getItem('minimap_enabled'); + let enableMinimap: boolean = storedMinimap !== null + ? storedMinimap === '1' + : !isMobileDevice(); + + if (!textMetrics.empty()) { + textMetrics.style('display', null).classed('is-hidden', true); + } + + // 创建文本输入控制器 + const textInputController = new TextInputController({ + textField, + textCountValue, + textMetrics, + metricBytes, + metricChars, + metricTokens, + metricTotalSurprisal, + metricModel, + clearBtn, + submitBtn, + saveBtn, + pasteBtn, + totalSurprisalFormat, + showAlertDialog + }); + + const stats_frac = new Histogram(d3.select('#stats_frac'), eventHandler, { + width: 400, // 宽度 + height: 200 // 增加高度从默认150px到200px + }); + const stats_raw_score_normed = new Histogram(d3.select('#stats_raw_score_normed'), eventHandler, { + width: 400, + height: 200 + }); + const stats_surprisal_progress = new ScatterPlot(d3.select('#stats_surprisal_progress'), eventHandler, { + width: 400, + height: 200 + }); + const stats_match_score_progress = new ScatterPlot(d3.select('#stats_match_score_progress'), eventHandler, { + width: 400, + height: 200 + }); + + // 创建应用状态管理器 + const appStateManager = new AppStateManager({ + submitBtn: submitBtn as d3.Selection<HTMLElement, unknown, HTMLElement, unknown>, + saveBtn: saveBtn as d3.Selection<HTMLElement, unknown, HTMLElement, unknown>, + saveLocalBtn: saveLocalBtn as d3.Selection<HTMLElement, unknown, HTMLElement, unknown>, + textField: textField as d3.Selection<HTMLElement, unknown, HTMLElement, unknown>, + textMetrics: textMetrics as d3.Selection<HTMLElement, unknown, HTMLElement, unknown>, + semanticSearchBtn: semanticSearchBtn as d3.Selection<HTMLElement, unknown, HTMLElement, unknown>, + getSemanticSearchQuery: () => (document.getElementById('semantic_search_input') as HTMLInputElement | null)?.value ?? '', + tr + }); + + // 创建GLTR文本可视化实例 + const lmf = new GLTR_Text_Box(d3.select("#results"), eventHandler); + + // 直接设置为 fract_p 模式，minimap状态将在settingsMenuManager初始化后设置 + lmf.updateOptions({ + gltrMode: GLTR_Mode.fract_p, + enableMinimap: false // 临时值，将在settingsMenuManager初始化后更新 + }, true); + + // 创建高亮控制器 + const highlightController = new HighlightController({ + stats_frac, + stats_raw_score_normed, + stats_match_score_progress, + lmf, + currentData: null + }); + const clearHighlights = () => highlightController.clearHighlights(); + + // 初始化高亮清除事件监听（点击空白处和 ESC 键） + initHighlightClearListeners(clearHighlights); + + // 创建可视化更新器 + const visualizationUpdater = new VisualizationUpdater({ + lmf, + highlightController, + textInputController, + stats_frac, + stats_raw_score_normed, + stats_surprisal_progress, + stats_match_score_progress, + appStateManager, + surprisalColorScale: tokenSurprisalColorScale as d3.ScaleSequential<string> + }); + + addDigitsMergeRenderListener(() => { + visualizationUpdater.applyDigitsMergeSetting(); + }); + + // 初始化主题管理器（在设置菜单中） + const themeManager = initThemeManager({ + onThemeChange: () => { + visualizationUpdater.rerenderOnThemeChange(); + } + }, '#theme_dropdown'); + + // 初始化语言管理器（在设置菜单中） + const languageManager = initLanguageManager({ + onLanguageChange: () => { + // 语言切换后会自动刷新页面，这里不需要额外处理 + } + }, '#language_dropdown'); + + // 语义分析：query 用 URL，submode/chunked/color_source/阈值 用 localStorage 且一致处理 + const SEMANTIC_KEYS = { + submode: 'info_radar_semantic_submode', + chunked: 'info_radar_semantic_chunked', + colorSource: 'info_radar_semantic_color_source', + threshold: 'info_radar_semantic_match_threshold' + } as const; + const initSemanticOptions = () => { + const validSubmodes = ['count', 'fill_blank', 'hybrid']; + const validColorSources = ['raw_score_normed', 'signal_probability', 'pw_score']; + const query = URLHandler.parameters['semantic_query'] ?? ''; + const submode = localStorage.getItem(SEMANTIC_KEYS.submode) ?? 'hybrid'; + const chunked = localStorage.getItem(SEMANTIC_KEYS.chunked) !== '0'; + const colorSource = localStorage.getItem(SEMANTIC_KEYS.colorSource) ?? 'pw_score'; + const queryEl = document.getElementById('semantic_search_input') as HTMLInputElement | null; + if (queryEl) queryEl.value = typeof query === 'string' ? query : ''; + const submodeEl = document.getElementById('semantic_submode_select') as HTMLSelectElement | null; + if (submodeEl && validSubmodes.includes(submode)) submodeEl.value = submode; + const chunkedEl = document.getElementById('semantic_chunked_mode') as HTMLInputElement | null; + if (chunkedEl) chunkedEl.checked = chunked; + const colorEl = document.getElementById('semantic_color_source_select') as HTMLSelectElement | null; + if (colorEl && validColorSources.includes(colorSource)) colorEl.value = colorSource; + const thresholdEl = document.getElementById('semantic_threshold_input') as HTMLInputElement | null; + if (thresholdEl) thresholdEl.value = String(getSemanticMatchThreshold()); + }; + const syncSemanticOptionsToStorage = () => { + const submodeEl = document.getElementById('semantic_submode_select') as HTMLSelectElement | null; + const chunkedEl = document.getElementById('semantic_chunked_mode') as HTMLInputElement | null; + const colorEl = document.getElementById('semantic_color_source_select') as HTMLSelectElement | null; + const thresholdEl = document.getElementById('semantic_threshold_input') as HTMLInputElement | null; + localStorage.setItem(SEMANTIC_KEYS.submode, submodeEl?.value ?? 'hybrid'); + if (chunkedEl) localStorage.setItem(SEMANTIC_KEYS.chunked, chunkedEl.checked ? '1' : '0'); + if (colorEl) localStorage.setItem(SEMANTIC_KEYS.colorSource, colorEl.value); + if (thresholdEl) { + const v = parseFloat(thresholdEl.value); + if (Number.isFinite(v)) { + setSemanticMatchThreshold(v); + thresholdEl.value = String(getSemanticMatchThreshold()); + } + } + }; + const syncSemanticQueryToUrl = () => { + const queryEl = document.getElementById('semantic_search_input') as HTMLInputElement | null; + const query = queryEl?.value ?? ''; + const params = URLHandler.parameters; + if (query) params['semantic_query'] = query; + else delete params['semantic_query']; + URLHandler.updateUrl(params, false); + }; + + // 设置菜单管理器（需要在所有依赖创建后初始化） + const settingsMenuManager = new SettingsMenuManager( + '#settings_btn', + '#settings_menu', + '#admin_mode_btn', + adminManager, + api, + () => { + // 根据管理员模式更新写按钮（进/退 admin 会整页 reload，无需在此处理 Compare 链） + const isAdmin = adminManager.isInAdminMode(); + analyzeSaveBtn.style('display', isAdmin ? null : 'none'); + saveBtn.style('display', isAdmin ? null : 'none'); + }, + { + onMinimapToggle: (enabled: boolean) => { + enableMinimap = enabled; + lmf.updateOptions({ + enableMinimap: enableMinimap + }, false); + localStorage.setItem('minimap_enabled', enableMinimap ? '1' : '0'); + }, + onSemanticAnalysisToggle: (_enabled: boolean) => { + // 打开/关闭时都清除 query，并将 submode/chunked/color/阈值 重置为默认值并写回 localStorage + const queryEl = document.getElementById('semantic_search_input') as HTMLInputElement | null; + if (queryEl) queryEl.value = ''; + const submodeEl = document.getElementById('semantic_submode_select') as HTMLSelectElement | null; + if (submodeEl) submodeEl.value = 'hybrid'; + const chunkedEl = document.getElementById('semantic_chunked_mode') as HTMLInputElement | null; + if (chunkedEl) chunkedEl.checked = true; + const colorEl = document.getElementById('semantic_color_source_select') as HTMLSelectElement | null; + if (colorEl) colorEl.value = 'pw_score'; + setSemanticMatchThreshold(SEMANTIC_MATCH_THRESHOLD); + const thresholdEl = document.getElementById('semantic_threshold_input') as HTMLInputElement | null; + if (thresholdEl) thresholdEl.value = String(SEMANTIC_MATCH_THRESHOLD); + const params = URLHandler.parameters; + delete params['semantic_query']; + URLHandler.updateUrl(params, false); + syncSemanticOptionsToStorage(); + appStateManager.setLastSearchedQuery(null); + visualizationUpdater.clearSemanticState(); + visualizationUpdater.syncSemanticUiFromConfig(); + }, + }, + themeManager, + languageManager + ); + + // Compare 入口仅 admin 可见（与 onAdminStateChange 重复无意义：设置里切换 admin 后会 location.reload） + const compareLinkEl = document.querySelector<HTMLElement>('.compare-link'); + if (compareLinkEl) { + compareLinkEl.style.display = adminManager.isInAdminMode() ? null : 'none'; + } + + // 设置 minimap 的初始状态并同步到可视化 + settingsMenuManager.setMinimapEnabled(enableMinimap); + lmf.updateOptions({ + enableMinimap: enableMinimap + }, false); + + // Semantic analysis UI 完全由配置决定，初始化时同步 + visualizationUpdater.syncSemanticUiFromConfig(); + + initSemanticOptions(); + + // ***************************** + // ***** demo stuff ***** + // ***************************** + + const startSystem = () => { + d3.select('#model_name').text(current.model_name); + // opacity 已在 CSS 和 window.onload 中设置，此处无需重复 + } + + let hasStarted = false; + const ensureSystemStarted = () => { + if (!hasStarted) { + startSystem(); + hasStarted = true; + } + }; + + // 初始化资源加载器和本地 I/O 工具 + const demoResourceLoader = new DemoResourceLoader(api); + const localFileIO = new LocalFileIO(); + const localDemoCache = demoResourceLoader.getLocalDemoCache(); + + // 复用服务器存储实例（用于服务器保存） + const serverStorage = demoResourceLoader.getServerStorage(); + + // 更新文件名显示（必须在使用前定义） + const openLocalFilename = d3.select('#open_local_demo_filename'); + const updateFileNameDisplay = (filename: string | null) => { + openLocalFilename.text(filename || tr(defaultNoFileLabel)); + }; + + // 创建 Demo 业务逻辑管理器 + const demoBusinessLogic = new DemoBusinessLogic({ + textInputController, + demoManager: null, // 将在 initDemoManager 后更新 + localDemoCache, + updateFromRequest: (data, disableAnimation, options) => + visualizationUpdater.updateFromRequest(data, disableAnimation, options), + updateAppState: (updates) => appStateManager.updateState(updates), + ensureSystemStarted, + updateFileNameDisplay + }); + + // 创建分析流程管理器 + const analyzeFlowManager = new AnalyzeFlowManager({ + api, + textInputController, + demoManager: null, // 将在 initDemoManager 后更新 + appStateManager, + visualizationUpdater, + demoBusinessLogic, + serverStorage, + lmf, + modelName: current.model_name, + enableDemo: current.demo, + showToast, + updateFileNameDisplay + }); + + let demoManager: DemoManager | null = null; + let hasProcessedUrlDemo = false; // 标记是否已经处理过URL中的demo参数 + const LAST_SAVE_PATH_KEY = 'lastSaveDemoPath'; + let cryptoSubtleHintShown = false; // 标记是否已提示过 crypto.subtle 不可用（每个页面会话只提示一次） + + // 检查 IndexedDB 可用性并显示警告 + if (!LocalDemoCache.isAvailable()) { + console.warn('IndexedDB 不可用，本地缓存功能将受限'); + // 提示用户哪些功能不可用，但其他功能仍然可用 + showAlertDialog(tr('Info'), + tr('Browser does not support IndexedDB, the following features will not be available:') + '\n\n' + + tr('Local file cache (unable to cache local files to browser after opening)') + '\n' + + tr('Restore local files after refresh (need to reselect files after refreshing the page)') + '\n\n' + + tr('Other features (text analysis, server save, local file download, etc.) are still available.') + ); + } + + /** + * 统一处理加载失败的情况 + * 清除 URL 参数、文件名显示，并显示错误提示 + * + * @param urlDemoPath URL 中的 demo 路径（用于判断是否为本地资源） + * @param message 错误消息 + * @param silent 为 true 时不显示错误弹窗（如首页自动加载 404 时静默处理） + */ + const handleLoadFailure = (urlDemoPath: string | undefined, message: string, silent?: boolean): void => { + demoBusinessLogic.clearDemoUrlParam(); + if (urlDemoPath && DemoResourceLoader.isLocalResource(urlDemoPath)) { + updateFileNameDisplay(null); + } + if (!silent) { + showAlertDialog(tr('Error'), tr(message)); + } + }; + + /** + * 统一的本地 Demo 保存处理函数 + * 封装本地保存的完整流程：下载文件 + 同步状态 + */ + const handleLocalDemoSave = async ( + data: AnalyzeResponse, + currentFilename?: string, + textValue?: string + ): Promise<void> => { + // 生成文件名：使用统一的文件名生成函数（会自动处理现有文件名） + const defaultName = getDefaultDemoName(data, textValue || '', currentFilename); + const filename = ensureJsonExtension(defaultName); + + appStateManager.setGlobalLoading(true); + appStateManager.updateState({ isSaving: true }); + + try { + // 仅触发物理下载（Download Copy） + // 语义变更：不再同步更新缓存和 URL，避免因浏览器下载行为不可控导致的状态不一致 + // 应用状态只与"服务端保存"或"打开的文件"挂钩 + const exportSuccess = await localFileIO.export(data, filename); + + if (!exportSuccess) { + showAlertDialog(tr('Error'), tr('File download failed')); + return; + } + + // 保存成功后，标记为已保存到本地 + appStateManager.updateState({ isSavedToLocal: true }); + + // 不显示 toast，浏览器下载本身已有反馈 + } catch (error) { + const message = error instanceof Error ? error.message : tr('Save failed'); + showAlertDialog(tr('Error'), message); + } finally { + appStateManager.setGlobalLoading(false); + appStateManager.updateState({ isSaving: false }); + } + }; + + // Open from local 按钮点击事件处理 + const openLocalBtn = d3.select('#open_local_demo_btn'); + const openLocalInput = d3.select('#open_local_demo_input'); + + // 按钮点击时触发文件导入 + openLocalBtn.on('click', async () => { + appStateManager.setGlobalLoading(true); + try { + // 使用 LocalFileIO 导入文件 + const result = await localFileIO.import(); + + if (result.success && result.data && result.filename) { + try { + // 方案3：统一使用资源加载器 + // 1. 先保存到缓存（获取hash） + const saveResult = await localDemoCache.save(result.data, { name: result.filename }); + if (!saveResult.success || !saveResult.hash) { + throw new Error(tr('Failed to save to cache') + ': ' + (saveResult.message || tr('Hash value missing'))); + } + + // 2. 创建资源标识符 + const identifier = DemoResourceLoader.createLocalIdentifier(result.filename, saveResult.hash); + + // 3. 更新URL（使用资源标识符） + URLHandler.updateURLParam('demo', identifier, false); + + // 4. 使用统一的资源加载器加载（与URL恢复流程完全一致） + const loadResult = await demoResourceLoader.load(identifier); + if (loadResult.success && loadResult.data) { + // 从资源标识符中提取文件名和哈希 + const localInfo = DemoResourceLoader.extractLocalInfo(identifier); + demoBusinessLogic.renderDemo(loadResult.data, 'local', localInfo.filename, { + disableAnimation: true, + isNewDemo: true + }); + // 本地文件打开不需要toast提示 + } else { + throw new Error(loadResult.message || 'Load failed'); + } + } catch (cacheError) { + // 如果是因为 crypto.subtle 不可用导致保存到缓存失败，跳过缓存，直接渲染文件 + if (cacheError instanceof CryptoSubtleUnavailableError) { + // 直接渲染文件，不保存到缓存，不更新URL + demoBusinessLogic.renderDemo(result.data, 'local', result.filename, { + disableAnimation: true, + isNewDemo: true + }); + // 检查是否已经提示过（每个页面会话只提示一次） + if (!cryptoSubtleHintShown) { + // 标记为已提示 + cryptoSubtleHintShown = true; + // 提示用户缓存功能不可用，但文件已正常打开 + const hintMessage = tr('File opened, but cannot be saved to local cache due to browser security policy restrictions.') + '\n\n' + + '✅ ' + tr('Only refresh recovery of opened files is affected, other features work normally.') + '\n\n' + + cacheError.message; + showAlertDialog(tr('Info'), hintMessage); + } + } else { + // 其他错误继续抛出 + throw cacheError; + } + } + } else if (result.message && !result.cancelled) { + // 只有在非取消的情况下才显示错误 + showAlertDialog(tr('Error'), tr(result.message)); + } + } catch (error) { + const message = error instanceof Error ? error.message : 'Failed to open file'; + showAlertDialog(tr('Error'), tr(message)); + } finally { + appStateManager.setGlobalLoading(false); + } + }); + + if (current.demo) { + demoManager = initDemoManager({ + api, + enableDemo: true, + containerSelector: '.demos', + loaderSelector: '#demos_loading', + refreshSelector: '#refresh_demo_btn', + // 非管理员：禁用文件夹/文件的改删移等操作（后端也会做硬校验） + disableFolderOperations: !adminManager.isInAdminMode(), + onDemoLoaded: (data, disableAnimation, isNewDemo = false, path?: string) => { + // 使用统一渲染函数，传递路径以便提取文件名 + demoBusinessLogic.renderDemo(data, 'server', path, { disableAnimation, isNewDemo }); + }, + onTextPrefill: (text) => { + textInputController.setTextValue(text); + }, + onDemoLoading: (loading) => { + // loading 状态已经通过 setGlobalLoading 更新，会自动触发按钮状态更新 + // 注意：TextMetrics 的显示/隐藏由 AppStateManager 统一管理，不需要手动调用 hideTextMetrics + // Clear按钮状态由TextInputController内部自动管理，不需要手动更新 + appStateManager.setGlobalLoading(loading); + }, + onRefreshEnd: async () => { + ensureSystemStarted(); + + // 只在首次加载时检查URL参数中的demo参数；无参数时默认加载 quick-start-1.json + if (!hasProcessedUrlDemo) { + hasProcessedUrlDemo = true; + const paramDemo = URLHandler.parameters['demo']; + const urlDemoPath = (paramDemo && typeof paramDemo === 'string') ? paramDemo : '/quick-start-1.json'; + if (urlDemoPath) { + appStateManager.setGlobalLoading(true); + try { + // 判断资源类型 + if (DemoResourceLoader.isLocalResource(urlDemoPath)) { + // 本地资源：加载并渲染（不需要导航） + const result = await demoResourceLoader.load(urlDemoPath); + if (result.success && result.data) { + try { + const localInfo = DemoResourceLoader.extractLocalInfo(urlDemoPath); + demoBusinessLogic.renderDemo(result.data, 'local', localInfo.filename, { + disableAnimation: true, + isNewDemo: true + }); + if (!paramDemo) { + URLHandler.updateURLParam('demo', '/quick-start-1.json', false); + } + } catch (error) { + const errorMessage = extractErrorMessage(error, tr('Invalid URL format')); + console.error('解析本地资源标识符失败:', error); + handleLoadFailure(urlDemoPath, errorMessage); + } + } else { + handleLoadFailure(urlDemoPath, result.message || tr('Load failed')); + } + } else { + // 服务器资源：统一使用 DemoResourceLoader 加载，然后导航并高亮（首页自动加载仅此分支） + const result = await demoResourceLoader.load(urlDemoPath); + if (result.success && result.data) { + demoBusinessLogic.renderDemo(result.data, 'server', urlDemoPath, { + disableAnimation: true, + isNewDemo: true + }); + if (!paramDemo) { + URLHandler.updateURLParam('demo', '/quick-start-1.json', false); + } + // 导航到demo所在文件夹并高亮 + if (demoManager) { + await demoManager.navigateToDemoAndHighlight(urlDemoPath); + } + } else { + const msg = result.message || tr('Load failed'); + handleLoadFailure(urlDemoPath, msg, msg.startsWith('404')); + } + } + } catch (error) { + const errorMessage = extractErrorMessage(error, tr('Failed to restore')); + console.error('从URL恢复demo失败:', error); + handleLoadFailure(urlDemoPath, errorMessage); + } finally { + appStateManager.setGlobalLoading(false); + } + } + } + }, + }); + + // 更新 demoBusinessLogic 和 analyzeFlowManager 中的 demoManager 引用 + demoBusinessLogic.setDemoManager(demoManager); + analyzeFlowManager.setDemoManager(demoManager); + } else { + // 非 demo 模式：移除 demo 相关 UI，启动系统 + d3.selectAll('.demo').remove(); + ensureSystemStarted(); + } + + + + // 监听文本框变化事件，处理业务逻辑相关的状态更新 + // 注意：Clear按钮状态和字数统计由TextInputController内部自动管理 + // 使用原生 addEventListener 监听 input 事件，避免覆盖 TextInputController 的监听器 + const textFieldNode = textField.node() as HTMLTextAreaElement | null; + if (textFieldNode) { + textFieldNode.addEventListener('input', (event: Event) => { + // 检查是否是匹配分析结果的文本填入 + const isMatchingAnalysis = (event as ExtendedInputEvent).isMatchingAnalysis === true; + + if (!isMatchingAnalysis) { + // 单方面的文本修改（用户输入、预填充等），清除数据标记并重置状态（视为新的分析阶段） + visualizationUpdater.clearDataOnTextChange(); + appStateManager.updateState({ + hasValidData: false, + dataSource: null, + isSavedToLocal: false, + isSavedToServer: false + }); + } + // 如果是匹配分析结果的文本填入，不清除hasValidData（因为updateFromRequest已经重新设置了） + // 也不隐藏统计信息（因为updateFromRequest已经显示了统计信息） + + // 注意：文本修改时不清除文件名显示和URL参数（与远程demo行为一致） + // 只有点击analyze按钮时才会清除这些状态 + }); + } + // 初始化时更新业务逻辑相关的按钮状态 + appStateManager.updateButtonStates(); + + /** + * 打开 Analyze&Upload 弹窗，收集名称/目录/文本 + */ + const openAnalyzeSaveDialog = async (prefillText: string) => { + let folders: string[] = ['/']; + try { + const result = await api.list_all_folders(); + folders = Array.isArray(result?.folders) ? result.folders : ['/']; + } catch (error) { + const message = error instanceof Error ? error.message : tr('Failed to load folder list'); + showAlertDialog(tr('Error'), `${tr('Failed to load folder list')}：${message}`); + return; + } + + const lastPath = localStorage.getItem(LAST_SAVE_PATH_KEY); + const { options: folderOptions, defaultPath } = buildFolderOptions(folders, lastPath); + const defaultName = getDefaultDemoName(null, prefillText); + + const { setConfirmButtonState } = showDialog({ + title: tr('Analyze & Upload'), + content: createNamePathTextContent( + tr('Demo name:'), + defaultName, + tr('Save directory:'), + folderOptions, + defaultPath, + tr('Text content:'), + prefillText + ), + onConfirm: (value: { input: string; select: string; text: string }): boolean => { + const name = (value?.input || '').trim(); + const path = normalizeFolderPath(value?.select || '/'); + const text = value?.text ?? ''; + + // 检查是否正在 analyze + if (appStateManager.getIsAnalyzing()) { + // 进入排队状态 + setConfirmButtonState(false, true); // queuing = true + + // 轮询等待 analyze 结束 + const checkInterval = setInterval(() => { + if (!appStateManager.getIsAnalyzing()) { + // analyze 已结束，清除轮询 + clearInterval(checkInterval); + + // 恢复按钮状态（但保持禁用，因为即将关闭弹窗） + setConfirmButtonState(false, false); + + // 延迟一小段时间后执行任务（确保状态完全稳定） + setTimeout(() => { + // 关闭弹窗（需要获取 overlay 引用） + const overlay = d3.select('.dialog-overlay'); + if (!overlay.empty()) { + overlay.remove(); + } + + // 执行 Analyze&Upload 任务 + void analyzeFlowManager.runAnalyzeAndUpload({ name, path, text }); + }, 100); + } + }, 200); // 每 200ms 检查一次 + + return false; // 返回 false 表示不关闭弹窗，等待排队 + } + + // 如果不在 analyze 状态，直接执行 + setConfirmButtonState(false); + void analyzeFlowManager.runAnalyzeAndUpload({ name, path, text }); + return true; // 返回 true 表示可以关闭弹窗 + }, + onCancel: () => {}, + confirmText: tr('Confirm'), + cancelText: tr('Cancel'), + // 使用CSS响应式单位，自动响应窗口大小变化 + // 宽度：最小300px，最大不超过90vw或600px + width: 'clamp(300px, 90vw, 600px)' + }); + }; + + submitBtn.on('click', () => { + const t = textInputController.getTextValue(); + if (t.length === 0) { + return; + } + + // 使用 analyzeFlowManager 执行分析 + void analyzeFlowManager.runAnalyze(t, true); + }); + + /** + * 打开 Analyze URL 弹窗，从剪贴板获取 URL 并加载文本，加载完成后自动分析 + */ + const openLoadUrlDialog = async () => { + // 尝试从剪贴板获取内容 + let clipboardText = ''; + try { + clipboardText = await navigator.clipboard.readText(); + } catch (error) { + // 读取失败时使用空字符串，不弹错误 + clipboardText = ''; + } + + // 如果剪贴板内容不为空，尝试提取 URL + let defaultUrl = ''; + if (clipboardText) { + if (isPureUrl(clipboardText)) { + defaultUrl = clipboardText.trim(); + } else { + const extractedUrl = extractUrl(clipboardText); + if (extractedUrl) { + defaultUrl = extractedUrl; + } + } + } + + // 显示弹窗 + const { setConfirmButtonState } = showDialog({ + title: tr('Analyze URL content'), + content: createUrlInputContent(tr('URL address:'), defaultUrl, 'https://example.com'), + onConfirm: async (url: string) => { + if (!url) { + return true; // 空 URL，直接关闭弹窗 + } + + setConfirmButtonState(false, true); // 弹窗内加载中：禁用确定钮、显示转圈 + appStateManager.setGlobalLoading(true); + + try { + const result = await api.fetchUrlText(url); + + if (result.success && result.text) { + textInputController.setTextValue(result.text); + + // 加载完成后自动触发 Analyze 按钮点击 + (submitBtn.node() as HTMLButtonElement)?.click(); + } else { + showAlertDialog(tr('Load failed'), tr(result.message || 'Unable to extract text from URL')); + } + } catch (error) { + const errorMessage = extractErrorMessage(error, tr('URL text extraction failed')); + showAlertDialog(tr('Load failed'), errorMessage); + console.error('URL 文本提取失败:', error); + } finally { + appStateManager.setGlobalLoading(false); + } + + return true; // 完成后关闭弹窗 + }, + onCancel: () => {}, + confirmText: tr('Analyze'), + cancelText: tr('Cancel'), + loadingConfirmText: tr('Loading...'), + width: 'clamp(300px, 90vw, 500px)' + }); + }; + + // Analyze URL 按钮点击事件 + loadUrlBtn.on('click', async () => { + await openLoadUrlDialog(); + }); + + // Semantic analysis Search 按钮：将 query 和原文发送给 analyze-attention API + const semanticSearchInput = document.getElementById('semantic_search_input') as HTMLInputElement | null; + const getSubmode = () => + (document.getElementById('semantic_submode_select') as HTMLSelectElement | null)?.value || undefined; + const showSemanticError = (message?: string) => { + d3.select('#semantic_match_degree').style('display', 'none'); + showToast(message || tr('Semantic analysis failed'), 'error'); + lmf.hideLoading(); + visualizationUpdater.rerenderHistograms(); + }; + const finishSemanticSearch = (query: string, matchDegree: number | null, fromCache: boolean) => { + appStateManager.setLastSearchedQuery(query); + syncSemanticQueryToUrl(); + syncSemanticOptionsToStorage(); + if (!fromCache) playAnalysisCompleteSound(); + const mdEl = d3.select('#semantic_match_degree'); + if (matchDegree !== null) { + mdEl.text(tr('Match: {0}%').replace('{0}', (matchDegree * 100).toFixed(1))) + .style('display', 'inline-block') + .style('color', matchDegree < getSemanticMatchThreshold() ? 'var(--error-color, #e74c3c)' : null); + } else { + mdEl.style('display', 'none'); + } + }; + const semanticSearchController = new SemanticSearchController({ + getQuery: () => semanticSearchInput?.value ?? '', + getText: () => (textField.property('value') ?? visualizationUpdater.getCurrentData()?.request?.text ?? '').toString(), + getSubmode, + isChunkedMode: () => (document.getElementById('semantic_chunked_mode') as HTMLInputElement | null)?.checked ?? true, + api, + appStateManager, + visualizationUpdater, + lmf, + showToast, + showSemanticError, + onSearchStart: (query) => saveHistory(query), + finishSemanticSearch, + tr, + extractErrorMessage, + }); + const runSemanticSearchOrChunked = () => semanticSearchController.run(); + const onSemanticBtnClick = () => { + if (appStateManager.getState().isSemanticSearching) { + semanticSearchController.abort(); + } else { + runSemanticSearchOrChunked(); + } + }; + + semanticSearchBtn.on('click', onSemanticBtnClick); + semanticSearchInput?.addEventListener('keydown', (e) => { + if (e.key === 'Enter' && !e.isComposing) onSemanticBtnClick(); + }); + initQueryHistoryDropdown({ + input: semanticSearchInput, + dropdownId: 'semantic_search_history_dropdown', + onSelect: () => appStateManager.updateButtonStates(), + onHistorySelect: runSemanticSearchOrChunked, + onRemove: removeSemanticCacheByQuery + }); + semanticSearchInput?.addEventListener('blur', syncSemanticQueryToUrl); + document.getElementById('semantic_submode_select')?.addEventListener('change', syncSemanticOptionsToStorage); + document.getElementById('semantic_chunked_mode')?.addEventListener('change', syncSemanticOptionsToStorage); + document.getElementById('semantic_threshold_input')?.addEventListener('change', syncSemanticOptionsToStorage); + document.getElementById('semantic_color_source_select')?.addEventListener('change', () => { + visualizationUpdater.updateSemanticColorSource(); + syncSemanticOptionsToStorage(); + }); + + // Save按钮点击事件（使用 serverDemoController） + saveBtn.on('click', async () => { + try { + const state = appStateManager.getState(); + await handleServerDemoSave({ + api, + currentData: visualizationUpdater.getCurrentData(), + rawApiResponse: visualizationUpdater.getRawApiResponse(), + textFieldValue: textInputController.getTextValue(), + enableDemo: current.demo, + demoManager: demoManager || null, + serverStorage, + currentFileName: state.currentFileName, + onSaveStart: () => { + appStateManager.updateState({ isSaving: true }); + }, + onSaveSuccess: (name?: string) => { + appStateManager.updateState({ + isSaving: false, + isSavedToServer: true + }); + }, + onSaveError: () => { + appStateManager.updateState({ isSaving: false }); + }, + setGlobalLoading: (loading: boolean) => appStateManager.setGlobalLoading(loading), + showToast + }); + } catch (error) { + // 错误已在 handleServerDemoSave 中处理 + } + }); + + // Save to local 按钮点击事件（使用统一的保存处理函数） + saveLocalBtn.on('click', async () => { + const rawApiResponse = visualizationUpdater.getRawApiResponse(); + if (!rawApiResponse) { + showAlertDialog(tr('Error'), tr('No data to save, please analyze text first')); + return; + } + + // 使用 AppState 中的文件名（单一真相来源） + const state = appStateManager.getState(); + + await handleLocalDemoSave( + rawApiResponse, + state.currentFileName || undefined, + textInputController.getTextValue() + ); + }); + + // Analyze&Upload 按钮：读取剪贴板（失败/空白则用空文本），弹窗后执行串行 Analyze + Upload + analyzeSaveBtn.on('click', async () => { + let clipboardText = ''; + try { + clipboardText = await navigator.clipboard.readText(); + } catch (error) { + // 读取失败时按空文本处理，不弹错误 + clipboardText = ''; + } + if (!clipboardText) { + clipboardText = ''; + } + await openAnalyzeSaveDialog(clipboardText); + }); + + // Clear 和 Paste 按钮的事件处理已由 TextInputController 内部处理 + + eventHandler.bind(GLTR_Text_Box.events.tokenHovered, (ev: GLTR_HoverEvent) => { + if (ev.hovered) { + toolTip.updateData(ev.d, ev.event); + } else { + toolTip.visibility = false; + } + }); + + initDensityAttributionSidebar({ + eventHandler, + getCurrentAnalyzeResult: () => lmf.getCurrentAnalyzeResult(), + apiPrefix: api_prefix, + showToast, + predictionModelVariant: 'base', + }); + + // 高亮清除事件监听已由 initHighlightClearListeners 处理 + + // 监听直方图bin点击事件（使用 HighlightController 处理） + eventHandler.bind(Histogram.events.binClicked, (ev: HistogramBinClickEvent) => { + highlightController.handleHistogramBinClick(ev); + }); + + eventHandler.bind(ScatterPlot.events.chunkClicked, (ev: ScatterChunkClickEvent) => { + highlightController.handleMatchScoreChunkClick(ev); + }); + + d3.select('body').on('touchstart', () => { + toolTip.hideAndReset(); + }) + + const mainWindow = { + width: () => window.innerWidth - (current.sidebar.visible ? current.sidebar.width : 0), + height: () => window.innerHeight - 195 + }; + + + // 创建布局控制器 + const layoutController = new LayoutController({ + sidebarState: current.sidebar, + sideBar: side_bar, + sidebarBtn: d3.select('#sidebar_btn') + }); +}; + + + + diff --git a/client/src/ts/storage/cachedHistoryStore.ts b/client/src/ts/storage/cachedHistoryStore.ts new file mode 100644 index 0000000000000000000000000000000000000000..e0b44c788a6e3a5b66f7d1d9090fc81b5b70b033 --- /dev/null +++ b/client/src/ts/storage/cachedHistoryStore.ts @@ -0,0 +1,221 @@ +export type CacheNamespace = 'chat' | 'attribution' | 'gen_attr'; +export type CacheStatus = 'partial' | 'complete'; + +/** 仅存业务数据，不含 MRU 时间戳 */ +type PayloadRow = { + id: string; + namespace: CacheNamespace; + contentKey: string; + businessKeyJson: string; + listLabel: string; + payload: unknown; + status: CacheStatus; + createdAt: number; +}; + +/** 每 namespace 一条：keyOrder 为 contentKey 序列，末尾为最近使用 */ +type MruRow = { + namespace: CacheNamespace; + keyOrder: string[]; +}; + +/** 与旧版 `InfoRadarCache` 分离，避免沿用有问题的升级路径；旧库可随浏览器站点数据清理 */ +const DB_NAME = 'InfoRadarSharedCache'; +const DB_VERSION = 1; +const STORE_PAYLOADS = 'payloads'; +const STORE_MRU = 'mru_order'; + +let dbPromise: Promise<IDBDatabase> | null = null; + +function simpleHash(s: string): string { + let h = 0; + for (let i = 0; i < s.length; i++) { + h = ((h << 5) - h + s.charCodeAt(i)) | 0; + } + return (h >>> 0).toString(36); +} + +function rowId(namespace: CacheNamespace, contentKey: string): string { + return `${namespace}:${contentKey}`; +} + +function promisifyRequest<T>(req: IDBRequest<T>): Promise<T> { + return new Promise((resolve, reject) => { + req.onsuccess = () => resolve(req.result); + req.onerror = () => reject(req.error ?? new Error('IndexedDB request failed')); + }); +} + +function promisifyTransaction(tx: IDBTransaction): Promise<void> { + return new Promise((resolve, reject) => { + tx.oncomplete = () => resolve(); + tx.onerror = () => reject(tx.error ?? new Error('IndexedDB transaction failed')); + tx.onabort = () => reject(tx.error ?? new Error('IndexedDB transaction aborted')); + }); +} + +function openDb(): Promise<IDBDatabase> { + return new Promise((resolve, reject) => { + const req = indexedDB.open(DB_NAME, DB_VERSION); + req.onerror = () => reject(req.error ?? new Error('Failed to open IndexedDB')); + req.onsuccess = () => resolve(req.result); + req.onupgradeneeded = () => { + const db = req.result; + if (!db.objectStoreNames.contains(STORE_PAYLOADS)) { + db.createObjectStore(STORE_PAYLOADS, { keyPath: 'id' }); + } + if (!db.objectStoreNames.contains(STORE_MRU)) { + db.createObjectStore(STORE_MRU, { keyPath: 'namespace' }); + } + }; + }); +} + +async function getDb(): Promise<IDBDatabase> { + if (!dbPromise) { + dbPromise = openDb().catch((e) => { + dbPromise = null; + throw e; + }); + } + return dbPromise; +} + +async function readMru(tx: IDBTransaction, namespace: CacheNamespace): Promise<string[]> { + const row = await promisifyRequest(tx.objectStore(STORE_MRU).get(namespace) as IDBRequest<MruRow | undefined>); + return Array.isArray(row?.keyOrder) ? row.keyOrder : []; +} + +async function writeMru(tx: IDBTransaction, namespace: CacheNamespace, keyOrder: string[]): Promise<void> { + await promisifyRequest(tx.objectStore(STORE_MRU).put({ namespace, keyOrder } satisfies MruRow)); +} + +export type CachedHistoryEntry<T> = { + contentKey: string; + businessKeyJson: string; + listLabel: string; + payload: T; + status: CacheStatus; + createdAt: number; +}; + +/** 下拉列表一行：id 为 {@link CachedHistoryEntry.contentKey}，label 为展示文案 */ +export type CachedHistoryListRow = Pick<CachedHistoryEntry<unknown>, 'contentKey' | 'listLabel'>; + +export function buildContentKeyFromBusinessKey(businessKey: unknown): string { + return simpleHash(JSON.stringify(businessKey)); +} + +function payloadRowToEntry<T>(row: PayloadRow): CachedHistoryEntry<T> { + return { + contentKey: row.contentKey, + businessKeyJson: row.businessKeyJson, + listLabel: row.listLabel, + payload: row.payload as T, + status: row.status, + createdAt: row.createdAt, + }; +} + +export async function getByContentKey<T>( + namespace: CacheNamespace, + contentKey: string +): Promise<CachedHistoryEntry<T> | undefined> { + const db = await getDb(); + const tx = db.transaction(STORE_PAYLOADS, 'readonly'); + const row = await promisifyRequest( + tx.objectStore(STORE_PAYLOADS).get(rowId(namespace, contentKey)) as IDBRequest<PayloadRow | undefined> + ); + await promisifyTransaction(tx); + if (!row) return undefined; + return payloadRowToEntry<T>(row); +} + +export async function upsertEntry<T>(params: { + namespace: CacheNamespace; + businessKeyJson: string; + listLabel: string; + payload: T; + status: CacheStatus; + maxEntries: number; +}): Promise<{ contentKey: string }> { + const { namespace, businessKeyJson, listLabel, payload, status, maxEntries } = params; + const contentKey = simpleHash(businessKeyJson); + const id = rowId(namespace, contentKey); + const db = await getDb(); + const tx = db.transaction([STORE_PAYLOADS, STORE_MRU], 'readwrite'); + const payloadStore = tx.objectStore(STORE_PAYLOADS); + const existing = await promisifyRequest(payloadStore.get(id) as IDBRequest<PayloadRow | undefined>); + const now = Date.now(); + const hadKey = !!existing; + + let keyOrder = await readMru(tx, namespace); + const idx = keyOrder.indexOf(contentKey); + if (idx >= 0) keyOrder.splice(idx, 1); + + if (keyOrder.length >= maxEntries && !hadKey) { + const oldest = keyOrder.shift(); + if (oldest !== undefined) { + await promisifyRequest(payloadStore.delete(rowId(namespace, oldest))); + } + } + + await promisifyRequest( + payloadStore.put({ + id, + namespace, + contentKey, + businessKeyJson, + listLabel, + payload, + status, + createdAt: existing?.createdAt ?? now, + } satisfies PayloadRow) + ); + keyOrder.push(contentKey); + await writeMru(tx, namespace, keyOrder); + await promisifyTransaction(tx); + return { contentKey }; +} + +export async function touchByContentKey(namespace: CacheNamespace, contentKey: string): Promise<void> { + const db = await getDb(); + const tx = db.transaction([STORE_PAYLOADS, STORE_MRU], 'readwrite'); + const payloadStore = tx.objectStore(STORE_PAYLOADS); + const exists = await promisifyRequest(payloadStore.get(rowId(namespace, contentKey)) as IDBRequest<PayloadRow | undefined>); + if (!exists) { + await promisifyTransaction(tx); + return; + } + let keyOrder = await readMru(tx, namespace); + const idx = keyOrder.indexOf(contentKey); + if (idx >= 0) keyOrder.splice(idx, 1); + keyOrder.push(contentKey); + await writeMru(tx, namespace, keyOrder); + await promisifyTransaction(tx); +} + +export async function removeByContentKey(namespace: CacheNamespace, contentKey: string): Promise<void> { + const db = await getDb(); + const tx = db.transaction([STORE_PAYLOADS, STORE_MRU], 'readwrite'); + await promisifyRequest(tx.objectStore(STORE_PAYLOADS).delete(rowId(namespace, contentKey))); + let keyOrder = await readMru(tx, namespace); + keyOrder = keyOrder.filter((k) => k !== contentKey); + await writeMru(tx, namespace, keyOrder); + await promisifyTransaction(tx); +} + +export async function listMru<T>(namespace: CacheNamespace): Promise<Array<CachedHistoryEntry<T>>> { + const db = await getDb(); + const tx = db.transaction([STORE_PAYLOADS, STORE_MRU], 'readonly'); + const keyOrder = await readMru(tx, namespace); + const payloadStore = tx.objectStore(STORE_PAYLOADS); + const result: Array<CachedHistoryEntry<T>> = []; + for (let i = keyOrder.length - 1; i >= 0; i--) { + const ck = keyOrder[i]; + const row = await promisifyRequest(payloadStore.get(rowId(namespace, ck)) as IDBRequest<PayloadRow | undefined>); + if (row) result.push(payloadRowToEntry<T>(row)); + } + await promisifyTransaction(tx); + return result; +} diff --git a/client/src/ts/storage/demoResourceLoader.ts b/client/src/ts/storage/demoResourceLoader.ts new file mode 100644 index 0000000000000000000000000000000000000000..633bc5e4c616e361ebe3d45f1e03e6182588caab --- /dev/null +++ b/client/src/ts/storage/demoResourceLoader.ts @@ -0,0 +1,160 @@ +/** + * Demo 资源加载器 - 统一资源路由 + * + * 支持两种资源协议： + * 1. `/path/to/demo.json` - 服务器资源 + * 2. `local://filename.json` - 本地缓存资源（浏览器缓存） + */ + +import type { AnalysisData } from '../api/GLTR_API'; +import type { IDemoStorage, LoadResult } from './demoStorage'; +import { ServerStorage } from './demoStorage'; +import { LocalDemoCache } from './localDemoCache'; +import type { TextAnalysisAPI } from '../api/GLTR_API'; +import { ensureJsonExtension, validateDemoFormat } from '../utils/localFileUtils'; +import { extractErrorMessage } from '../utils/errorUtils'; +import { isValidHash } from '../utils/hashUtils'; +import { trf } from '../lang/i18n-lite'; + +export type ResourceIdentifier = string; // "/path/file.json" 或 "local://file.json" + +/** + * 解析资源标识符 + * 本地资源格式: local://filename.json~hash + * 使用最后一个 ~ 作为分隔符，解决文件名中包含 ~ 的冲突 + */ +function parseResourceIdentifier(identifier: ResourceIdentifier): { + type: 'server' | 'local'; + path: string; + hash?: string; + filename?: string; +} { + if (identifier.startsWith('local://')) { + const rest = identifier.substring('local://'.length); + // 使用最后一个 ~ 作为分隔符，解决文件名中包含 ~ 的冲突 + const hashIndex = rest.lastIndexOf('~'); + + if (hashIndex >= 0) { + const filename = rest.substring(0, hashIndex); + const hash = rest.substring(hashIndex + 1); + + // 验证 hash 格式（4位十六进制） + if (!isValidHash(hash)) { + throw new Error(trf('Invalid hash format: "{hash}", expected 4 hexadecimal characters', { hash })); + } + + return { + type: 'local', + path: hash, // 本地资源使用 hash 作为 path + hash, + filename + }; + } + + // 没有 hash，视为无效（不再兼容） + throw new Error(trf('Local resource identifier missing hash: "{identifier}", format should be local://filename.json~hash', { identifier })); + } + + return { + type: 'server', + path: identifier + }; +} + +/** + * 统一资源加载器 + * 根据资源标识符路由到相应的存储层 + */ +export class DemoResourceLoader { + private serverStorage: ServerStorage; + private localDemoCache: LocalDemoCache; + + constructor(api: TextAnalysisAPI) { + this.serverStorage = new ServerStorage(api); + this.localDemoCache = new LocalDemoCache(); + } + + /** + * 加载资源（统一入口，包含验证） + * @param identifier 资源标识符（"/path/file.json" 或 "local://file.json~hash"） + */ + async load(identifier: ResourceIdentifier): Promise<LoadResult> { + const { type, path, hash, filename } = parseResourceIdentifier(identifier); + + const storage: IDemoStorage = type === 'local' + ? this.localDemoCache + : this.serverStorage; + + // 对于本地资源，构造完整的 key: filename~hash + // 如果解析失败（缺少 hash 或格式无效），parseResourceIdentifier 会抛出错误 + const loadKey = type === 'local' && filename && hash + ? `${filename}~${hash}` + : path; + + // 调用底层存储加载数据 + const result = await storage.load(loadKey); + + // 统一验证数据格式（在此层进行，避免各存储层重复验证） + if (result.success && result.data) { + try { + validateDemoFormat(result.data); + } catch (error) { + const errorMessage = extractErrorMessage(error, '数据格式无效'); + console.error(`资源验证失败 [${identifier}]:`, error); + return { + success: false, + message: `数据格式无效: ${errorMessage}` + }; + } + } + + return result; + } + + /** + * 获取本地 Demo 缓存实例（用于保存和管理本地缓存） + */ + getLocalDemoCache(): LocalDemoCache { + return this.localDemoCache; + } + + /** + * 获取服务器存储实例（用于保存到服务器） + */ + getServerStorage(): ServerStorage { + return this.serverStorage; + } + + /** + * 检查标识符是否为本地资源 + */ + static isLocalResource(identifier: ResourceIdentifier): boolean { + return identifier.startsWith('local://'); + } + + /** + * 创建本地资源标识符 + * @param filename 文件名 + * @param hash 4位哈希值 + */ + static createLocalIdentifier(filename: string, hash: string): ResourceIdentifier { + const name = ensureJsonExtension(filename); + return `local://${name}~${hash}`; + } + + /** + * 从本地资源标识符中提取文件名和哈希 + * @throws 如果标识符格式无效或缺少哈希值 + */ + static extractLocalInfo(identifier: ResourceIdentifier): { filename: string; hash: string } { + const parsed = parseResourceIdentifier(identifier); + if (parsed.type === 'local' && parsed.hash && parsed.filename) { + return { + filename: parsed.filename, + hash: parsed.hash + }; + } + throw new Error(trf('Unable to extract local resource info: "{identifier}"', { identifier })); + } +} + diff --git a/client/src/ts/storage/demoStorage.ts b/client/src/ts/storage/demoStorage.ts new file mode 100644 index 0000000000000000000000000000000000000000..338d114fe8413688224c4904d5bee2f14bd245cb --- /dev/null +++ b/client/src/ts/storage/demoStorage.ts @@ -0,0 +1,99 @@ +/** + * Demo存储层 - 统一的存储接口和实现 + * 支持本地文件和服务器两种存储方式 + */ + +import * as d3 from 'd3'; +import type { TextAnalysisAPI, AnalysisData } from '../api/GLTR_API'; +import { createRawSnapshot } from '../utils/tokenUtils'; +import { extractErrorMessage } from '../utils/errorUtils'; +import { DEMO_FILE_ENDPOINT } from '../config/apiConfig'; + +// ============ 接口定义 ============ + +export interface SaveOptions { + name: string; + path?: string; // 服务器路径，本地不需要 + overwrite?: boolean; // 服务器覆盖标志，本地不需要 +} + +export interface SaveResult { + success: boolean; + message?: string; + exists?: boolean; // 文件已存在（仅服务器） + file?: string; + hash?: string; // 内容哈希值（仅本地缓存） +} + +export interface LoadResult { + success: boolean; + data?: AnalysisData; + message?: string; +} + +/** + * Demo存储接口 + */ +export interface IDemoStorage { + save(data: AnalysisData, options: SaveOptions): Promise<SaveResult>; + load(path?: string): Promise<LoadResult>; + readonly type: 'local' | 'server'; +} + +// ============ 本地存储实现 ============ +// 注：本地文件 I/O 功能已移至 localFileIO.ts 中的 LocalFileIO 类 + +// ============ 服务器存储实现 ============ + +/** + * 服务器存储 + */ +export class ServerStorage implements IDemoStorage { + readonly type = 'server' as const; + + constructor(private api: TextAnalysisAPI) {} + + async save(data: AnalysisData, options: SaveOptions): Promise<SaveResult> { + try { + const payload = createRawSnapshot(data); + const result = await this.api.save_demo( + options.name.trim(), + payload, + options.path || '/', + options.overwrite || false + ); + + return { + success: result.success, + message: result.message, + exists: result.exists, + file: result.file + }; + } catch (error) { + return { + success: false, + message: extractErrorMessage(error, '保存失败') + }; + } + } + + async load(path: string): Promise<LoadResult> { + if (!path) { + return { success: false, message: 'Demo path is missing' }; + } + + try { + // 使用配置的端点前缀，前端只需关心demo的逻辑路径 + const data = await d3.json(`${DEMO_FILE_ENDPOINT}${path}`); + + // 直接返回数据，验证由上层（DemoResourceLoader）统一处理 + return { success: true, data: data as AnalysisData }; + } catch (error) { + return { + success: false, + message: extractErrorMessage(error, '加载失败') + }; + } + } +} + diff --git a/client/src/ts/storage/genAttributeRunCache.ts b/client/src/ts/storage/genAttributeRunCache.ts new file mode 100644 index 0000000000000000000000000000000000000000..3fa18bb34b1e489fc98bc0aae5808530170352cb --- /dev/null +++ b/client/src/ts/storage/genAttributeRunCache.ts @@ -0,0 +1,91 @@ +import type { TokenGenStep } from '../attribution/tokenGenAttributionRunner'; +import { + canonicalizeCompletionFinishReason, + isCompletionFinishReason, + type CompletionFinishReason, +} from '../utils/generationEndReasonLabel'; +import { + buildContentKeyFromBusinessKey, + getByContentKey, + listMru, + type CachedHistoryListRow, + removeByContentKey, + touchByContentKey, + upsertEntry, +} from './cachedHistoryStore'; + +const NAMESPACE = 'gen_attr'; +const MAX_ENTRIES = 50; + +export type GenAttrCachedRun = { + initialContext: string; + steps: TokenGenStep[]; + /** 与 OpenAI `finish_reason` 子集一致，见 {@link CompletionFinishReason} */ + completionReason?: CompletionFinishReason; +}; + +export type GenAttrCacheKey = { + initialContext: string; +}; + +function keyHashForContext(initialContext: string): string { + return buildContentKeyFromBusinessKey({ initialContext }); +} + +export async function save( + key: GenAttrCacheKey, + steps: TokenGenStep[], + status: 'partial' | 'complete' = steps.length > 0 ? 'partial' : 'complete', + completionReason?: CompletionFinishReason +): Promise<void> { + const { initialContext } = key; + let reasonToStore: CompletionFinishReason | undefined; + if (completionReason !== undefined) { + const c = canonicalizeCompletionFinishReason(completionReason); + if (!isCompletionFinishReason(c)) { + throw new Error(`gen_attr cache: invalid completionReason: ${completionReason}`); + } + reasonToStore = c; + } + const payload: GenAttrCachedRun = { + initialContext, + steps, + ...(reasonToStore !== undefined ? { completionReason: reasonToStore } : {}), + }; + await upsertEntry({ + namespace: NAMESPACE, + businessKeyJson: JSON.stringify({ initialContext }), + listLabel: initialContext, + payload, + status, + maxEntries: MAX_ENTRIES, + }); +} + +export async function get(key: GenAttrCacheKey): Promise<GenAttrCachedRun | undefined> { + const row = await getByContentKey<GenAttrCachedRun>(NAMESPACE, keyHashForContext(key.initialContext)); + return row?.payload; +} + +export async function getCachedEntryByContentKey(raw: string): Promise<GenAttrCachedRun | undefined> { + if (!raw) return undefined; + const row = await getByContentKey<GenAttrCachedRun>(NAMESPACE, raw); + return row?.payload; +} + +export function buildCachedContentUrlParam(initialContext: string): string { + return keyHashForContext(initialContext); +} + +export async function removeCachedEntryByContentKey(contentKey: string): Promise<void> { + await removeByContentKey(NAMESPACE, contentKey); +} + +export async function touchCachedEntryByContentKey(contentKey: string): Promise<void> { + await touchByContentKey(NAMESPACE, contentKey); +} + +export async function listCachedHistoryRows(): Promise<CachedHistoryListRow[]> { + const rows = await listMru<GenAttrCachedRun>(NAMESPACE); + return rows.map((r) => ({ contentKey: r.contentKey, listLabel: r.listLabel })); +} diff --git a/client/src/ts/storage/localDemoCache.ts b/client/src/ts/storage/localDemoCache.ts new file mode 100644 index 0000000000000000000000000000000000000000..0a1401cf0e307e80fad4cc42aad92abb37a04a0c --- /dev/null +++ b/client/src/ts/storage/localDemoCache.ts @@ -0,0 +1,265 @@ +/** + * 本地 Demo 缓存 - 浏览器内持久化存储 + * 用于在浏览器中持久化本地加载的 demo 数据，支持刷新后恢复 + */ + +import type { AnalysisData } from '../api/GLTR_API'; +import type { IDemoStorage, SaveOptions, SaveResult, LoadResult } from './demoStorage'; +import { ensureJsonExtension } from '../utils/localFileUtils'; +import { extractErrorMessage } from '../utils/errorUtils'; +import { hashContent, CryptoSubtleUnavailableError } from '../utils/hashUtils'; + +const DB_NAME = 'InfoRadarDB'; +const DB_VERSION = 2; +const STORE_NAME = 'demos'; + +/** + * 本地 Demo 缓存实现 + * 使用 IndexedDB 持久化本地 demo 数据，支持刷新后恢复 + */ +export class LocalDemoCache implements IDemoStorage { + readonly type = 'local' as const; + private dbPromise: Promise<IDBDatabase> | null = null; + + /** + * 检查 IndexedDB 是否可用 + */ + static isAvailable(): boolean { + return typeof indexedDB !== 'undefined'; + } + + /** + * 初始化或获取数据库连接 + */ + private async getDB(): Promise<IDBDatabase> { + if (!LocalDemoCache.isAvailable()) { + throw new Error('IndexedDB 不可用，可能是浏览器不支持或处于隐私模式'); + } + + if (this.dbPromise) { + return this.dbPromise; + } + + this.dbPromise = new Promise<IDBDatabase>((resolve, reject) => { + const request = indexedDB.open(DB_NAME, DB_VERSION); + + request.onerror = () => { + reject(new Error('Failed to open IndexedDB')); + }; + + request.onsuccess = () => { + resolve(request.result); + }; + + request.onupgradeneeded = (event) => { + const db = (event.target as IDBOpenDBRequest).result; + + // 删除旧的对象存储（如果存在） + if (db.objectStoreNames.contains(STORE_NAME)) { + db.deleteObjectStore(STORE_NAME); + } + + // 创建新的对象存储，使用 hash 作为主键 + db.createObjectStore(STORE_NAME, { keyPath: 'key' }); + }; + }); + + return this.dbPromise; + } + + /** + * 保存 demo 到缓存 + * @param data 要保存的数据 + * @param options 保存选项（符合 IDemoStorage 接口） + */ + async save(data: AnalysisData, options: SaveOptions): Promise<SaveResult> { + try { + // 内部计算内容哈希 + const hash = await hashContent(data); + + const db = await this.getDB(); + const transaction = db.transaction([STORE_NAME], 'readwrite'); + const store = transaction.objectStore(STORE_NAME); + + const filename = ensureJsonExtension(options.name); + const key = `${filename}~${hash}`; // 使用 filename~hash 作为 key + + const record = { + key, + filename, + data, + timestamp: Date.now() + }; + + const request = store.put(record); + + return new Promise((resolve) => { + request.onsuccess = () => { + resolve({ + success: true, + message: 'Saved to local cache', + file: filename, + hash // 返回计算好的哈希值 + }); + }; + + request.onerror = () => { + const error = request.error; + if (error && error.name === 'QuotaExceededError') { + resolve({ + success: false, + message: 'Storage quota exceeded, please clear cache and try again' + }); + } else { + resolve({ + success: false, + message: 'Failed to save to cache' + }); + } + }; + }); + } catch (error) { + // CryptoSubtleUnavailableError 需要特殊处理，直接重新抛出让调用方处理 + if (error instanceof CryptoSubtleUnavailableError) { + throw error; + } + if (error instanceof DOMException && error.name === 'QuotaExceededError') { + return { + success: false, + message: 'Storage quota exceeded, please clear cache and try again' + }; + } + return { + success: false, + message: extractErrorMessage(error, 'Save failed') + }; + } + } + + /** + * 从缓存加载 demo + * @param key 完整的 key，格式为 "filename~hash" + */ + async load(key?: string): Promise<LoadResult> { + if (!key) { + return { success: false, message: 'Key is missing' }; + } + + try { + const db = await this.getDB(); + const transaction = db.transaction([STORE_NAME], 'readonly'); + const store = transaction.objectStore(STORE_NAME); + + const request = store.get(key); + + return new Promise((resolve) => { + request.onsuccess = () => { + const record = request.result; + + if (!record || !record.data) { + resolve({ + success: false, + message: 'File not found in local cache, please open again' + }); + return; + } + + resolve({ + success: true, + data: record.data as AnalysisData + }); + }; + + request.onerror = () => { + const error = request.error; + console.error('从缓存读取失败:', error); + resolve({ + success: false, + message: 'Failed to read from cache' + }); + }; + }); + } catch (error) { + return { + success: false, + message: extractErrorMessage(error, '加载失败') + }; + } + } + + /** + * 删除指定的 demo + * @param key 完整的 key，格式为 "filename~hash" + */ + async delete(key: string): Promise<boolean> { + try { + const db = await this.getDB(); + const transaction = db.transaction([STORE_NAME], 'readwrite'); + const store = transaction.objectStore(STORE_NAME); + + const request = store.delete(key); + + return new Promise((resolve) => { + request.onsuccess = () => resolve(true); + request.onerror = () => { + console.error('删除失败:', request.error); + resolve(false); + }; + }); + } catch (error) { + console.error('删除 demo 失败:', error); + return false; + } + } + + /** + * 清空所有本地缓存 + */ + async clear(): Promise<boolean> { + try { + const db = await this.getDB(); + const transaction = db.transaction([STORE_NAME], 'readwrite'); + const store = transaction.objectStore(STORE_NAME); + + const request = store.clear(); + + return new Promise((resolve) => { + request.onsuccess = () => resolve(true); + request.onerror = () => { + console.error('清空失败:', request.error); + resolve(false); + }; + }); + } catch (error) { + console.error('清空缓存失败:', error); + return false; + } + } + + /** + * 列出所有已缓存的 demo + */ + async list(): Promise<string[]> { + try { + const db = await this.getDB(); + const transaction = db.transaction([STORE_NAME], 'readonly'); + const store = transaction.objectStore(STORE_NAME); + + const request = store.getAllKeys(); + + return new Promise((resolve) => { + request.onsuccess = () => { + resolve(request.result as string[]); + }; + request.onerror = () => { + console.error('列出缓存失败:', request.error); + resolve([]); + }; + }); + } catch (error) { + console.error('列出缓存失败:', error); + return []; + } + } +} + diff --git a/client/src/ts/storage/localFileIO.ts b/client/src/ts/storage/localFileIO.ts new file mode 100644 index 0000000000000000000000000000000000000000..58b74869169b1bb78727fc1ad7686d6e4b944a43 --- /dev/null +++ b/client/src/ts/storage/localFileIO.ts @@ -0,0 +1,160 @@ +/** + * 本地文件 I/O 工具 + * 负责与用户硬盘的交互：导入（读取）和导出（下载）文件 + * 不负责状态管理和持久化 + */ + +import type { AnalysisData } from '../api/GLTR_API'; +import { validateDemoFormat, ensureJsonExtension } from '../utils/localFileUtils'; +import { extractErrorMessage } from '../utils/errorUtils'; +import { tr } from '../lang/i18n-lite'; + +export interface ImportResult { + success: boolean; + data?: AnalysisData; + filename?: string; + message?: string; + cancelled?: boolean; // 用户取消操作 + // 多选模式返回的文件列表 + files?: Array<{ + data: AnalysisData; + filename: string; + }>; +} + +/** + * 本地文件 I/O 工具类 + * 提供文件的导入（从硬盘读取）和导出（下载到硬盘）功能 + */ +export class LocalFileIO { + /** + * 导入文件（弹出文件选择框） + * @param multiple 是否支持多选，默认 false（单选） + * @returns 单选模式返回 data 和 filename，多选模式返回 files 数组 + */ + async import(multiple: boolean = false): Promise<ImportResult> { + return new Promise((resolve) => { + const input = document.createElement('input'); + input.type = 'file'; + input.accept = '.json,application/json'; + input.multiple = multiple; + input.style.display = 'none'; + + const cleanup = () => { + if (input.parentNode) input.parentNode.removeChild(input); + }; + + input.onchange = async (e: Event) => { + const files = (e.target as HTMLInputElement).files; + if (!files || files.length === 0) { + cleanup(); + resolve({ success: false, message: tr('No file selected') }); + return; + } + + try { + if (multiple) { + // 多选模式：处理所有文件（即使只有1个文件也返回 files 数组格式） + // 逐个处理文件，收集成功和失败的结果 + const fileResults: Array<{data: AnalysisData; filename: string}> = []; + const errors: string[] = []; + + for (const file of Array.from(files)) { + try { + const text = await file.text(); + const data = JSON.parse(text); + validateDemoFormat(data); + const cleanFilename = ensureJsonExtension(file.name); + fileResults.push({ + data: data as AnalysisData, + filename: cleanFilename + }); + } catch (err) { + const message = extractErrorMessage(err, tr('Read failed')); + errors.push(`${file.name}: ${message}`); + } + } + + cleanup(); + + // 如果所有文件都失败，返回失败结果 + if (fileResults.length === 0) { + resolve({ + success: false, + message: `${tr('All files failed to read:')}\n${errors.join('\n')}` + }); + } else { + // 部分或全部成功，返回成功结果（如果有错误信息，可以包含在message中） + resolve({ + success: true, + files: fileResults, + message: errors.length > 0 ? `${tr('Partial files failed:')}\n${errors.join('\n')}` : undefined + }); + } + } else { + // 单选模式：只处理第一个文件（保持向后兼容） + const file = files[0]; + const text = await file.text(); + const data = JSON.parse(text); + validateDemoFormat(data); + cleanup(); + // 确保文件名以 .json 结尾（统一入口处理） + const cleanFilename = ensureJsonExtension(file.name); + resolve({ + success: true, + data: data as AnalysisData, + filename: cleanFilename + }); + } + } catch (error) { + cleanup(); + const message = extractErrorMessage(error, tr('Failed to read file')); + resolve({ success: false, message }); + } + }; + + input.oncancel = () => { + cleanup(); + resolve({ success: false, message: tr('User cancelled file selection'), cancelled: true }); + }; + + document.body.appendChild(input); + input.click(); + }); + } + + /** + * 导出文件（触发浏览器下载） + * @param data 要导出的数据 + * @param filename 文件名 + * @returns 是否成功 + */ + async export(data: AnalysisData, filename: string): Promise<boolean> { + return exportJsonFile(data, filename); + } +} + +/** + * 下载任意可 JSON 序列化对象（如 gen_attribute 打包 demo 的 payload），与 {@link LocalFileIO.export} 同形。 + */ +export async function exportJsonFile(data: unknown, filename: string): Promise<boolean> { + try { + const jsonString = JSON.stringify(data, null, 2); + const blob = new Blob([jsonString], { type: 'application/json' }); + const url = URL.createObjectURL(blob); + const a = document.createElement('a'); + a.href = url; + a.download = ensureJsonExtension(filename); + document.body.appendChild(a); + a.click(); + setTimeout(() => { + if (a.parentNode) document.body.removeChild(a); + URL.revokeObjectURL(url); + }, 100); + return true; + } catch (error) { + console.error('exportJsonFile failed:', error); + return false; + } +} + diff --git a/client/src/ts/types/html.d.ts b/client/src/ts/types/html.d.ts new file mode 100644 index 0000000000000000000000000000000000000000..fc5aafd23a3e6f2747c8c3612db93fc1b18b68a9 --- /dev/null +++ b/client/src/ts/types/html.d.ts @@ -0,0 +1,8 @@ +/** + * TypeScript 类型声明：HTML 文件作为字符串导入 + */ + +declare module '*.html' { + const content: string; + export default content; +} diff --git a/client/src/ts/ui/cssPseudoFullscreen.ts b/client/src/ts/ui/cssPseudoFullscreen.ts new file mode 100644 index 0000000000000000000000000000000000000000..8a5f3bb9e74d53b1699a39ed6963d16849c16ae8 --- /dev/null +++ b/client/src/ts/ui/cssPseudoFullscreen.ts @@ -0,0 +1,62 @@ +/** + * WORKAROUND：CSS 伪全屏（fixed + 锁 body 滚动） + * + * 不参与 Fullscreen API。供「原生 `requestFullscreen` 不可用或拒绝」时降级使用； + * 业务层应始终先尝试标准 API，再把本模块当作兜底（见 `genAttributeDagFullscreenWorkaround.ts`）。 + * + * 样式类名 {@link CSS_PSEUDO_FULLSCREEN_TARGET_CLASS} 须与页面 SCSS 一致。 + */ + +/** 须与 gen_attribute.scss 中 WORKAROUND 段落的选择器一致 */ +export const CSS_PSEUDO_FULLSCREEN_TARGET_CLASS = 'css-pseudo-fullscreen-target'; + +const BODY_LOCK_CLASS = 'css-pseudo-fullscreen-body-lock'; + +/** 伪全屏进/出时派发（`fullscreenchange` 不会为此触发） */ +export const CSS_PSEUDO_FULLSCREEN_CHANGE_EVENT = 'css-pseudo-fullscreen-change'; + +let activeTarget: HTMLElement | null = null; +let escapeListener: ((e: KeyboardEvent) => void) | null = null; + +function teardownEscape(): void { + if (escapeListener) { + document.removeEventListener('keydown', escapeListener); + escapeListener = null; + } +} + +function notifyChange(): void { + document.dispatchEvent(new CustomEvent(CSS_PSEUDO_FULLSCREEN_CHANGE_EVENT)); +} + +export function cssPseudoFullscreenIsActive(el?: HTMLElement): boolean { + if (!activeTarget) return false; + return el === undefined ? true : activeTarget === el; +} + +export function cssPseudoFullscreenEnter(el: HTMLElement): void { + if (activeTarget === el) return; + if (activeTarget && activeTarget !== el) cssPseudoFullscreenExit(); + activeTarget = el; + activeTarget.classList.add(CSS_PSEUDO_FULLSCREEN_TARGET_CLASS); + document.body.classList.add(BODY_LOCK_CLASS); + teardownEscape(); + // 原生全屏时浏览器自己处理 Escape；伪全屏不走 Fullscreen API，须自行监听。 + escapeListener = (e: KeyboardEvent): void => { + if (e.key === 'Escape') { + cssPseudoFullscreenExit(); + } + }; + document.addEventListener('keydown', escapeListener); + notifyChange(); +} + +export function cssPseudoFullscreenExit(el?: HTMLElement): void { + if (!activeTarget) return; + if (el !== undefined && activeTarget !== el) return; + activeTarget.classList.remove(CSS_PSEUDO_FULLSCREEN_TARGET_CLASS); + document.body.classList.remove(BODY_LOCK_CLASS); + activeTarget = null; + teardownEscape(); + notifyChange(); +} diff --git a/client/src/ts/ui/demoManager.ts b/client/src/ts/ui/demoManager.ts new file mode 100644 index 0000000000000000000000000000000000000000..69e352c501a7bcf171b711e8c41cd294c823adb0 --- /dev/null +++ b/client/src/ts/ui/demoManager.ts @@ -0,0 +1,651 @@ +import * as d3 from 'd3'; +import { AnalysisData, TextAnalysisAPI } from '../api/GLTR_API'; +import { createPathNavigator, PathNavigator } from './pathNavigator'; +import { createMenuButton } from './itemMenu'; +import { showMoveDialog, showRenameDialog, showDeleteConfirm, showCreateFolderDialog } from './folderOperations'; +import { showAlertDialog } from './dialog'; +import { createToast } from './toast'; +// 国际化 +import { tr } from '../lang/i18n-lite'; +import URLHandler from '../utils/URLHandler'; +import { createMultiSelect, type MultiSelect } from './demoMultiSelect'; +import { normalizeFullPath } from '../utils/pathUtils'; +import { isValidDemoFormat } from '../utils/localFileUtils'; +import { ServerStorage } from '../storage/demoStorage'; +import { DemoStorageController } from '../controllers/demoStorageController'; + +export type DemoManagerOptions = { + api: TextAnalysisAPI; + enableDemo: boolean; + containerSelector: string; + loaderSelector: string; + refreshSelector: string; + onDemoLoaded: (data: AnalysisData, disableAnimation: boolean, isNewDemo?: boolean, path?: string) => void; + onTextPrefill?: (text: string) => void; + onDemoLoading?: (loading: boolean) => void; + onRefreshStart?: () => void; + onRefreshEnd?: () => void; + forceMultiSelect?: boolean; // 强制启用多选模式（只读选择场景），默认为 false + disableFolderOperations?: boolean; // 禁用文件夹操作（新建、移动、重命名、删除），默认为 false + disableClickLoad?: boolean; // 禁用单击加载（多选模式下，文件按钮点击只切换复选框），默认为 false + onSelectionChange?: (selectedCount: number) => void; // 选择数量变化时的回调 +}; + +export type DemoManager = { + refresh: () => Promise<void>; + highlightDemo: (fullPath: string | null) => void; + navigateToDemoAndHighlight: (fullPath: string) => Promise<void>; // 导航到demo所在文件夹并高亮（不加载数据） + loadDemoByPath: (fullPath: string) => Promise<boolean>; + getSelectedPaths: () => string[]; // 获取选中的demo路径 +}; + +type DemoItem = { + type: 'folder' | 'file'; + name: string; + path: string; +}; + +/** + * @deprecated 已迁移到 isValidDemoFormat，请使用 utils/localFileUtils 中的函数 + * 保留此导出以保持向后兼容，但新代码应使用 isValidDemoFormat + */ +export { isValidDemoFormat as isValidAnalyzeResponse } from '../utils/localFileUtils'; + +export function initDemoManager(options: DemoManagerOptions): DemoManager { + const { + api, + enableDemo, + containerSelector, + loaderSelector, + refreshSelector, + onDemoLoaded, + onTextPrefill, + onDemoLoading, + onRefreshStart, + onRefreshEnd, + forceMultiSelect = false, + disableFolderOperations = false, + disableClickLoad = false, + onSelectionChange, + } = options; + + if (!enableDemo) { + d3.selectAll('.demo').remove(); + return { + refresh: () => Promise.resolve(), + highlightDemo: () => {}, + navigateToDemoAndHighlight: () => Promise.resolve(), + loadDemoByPath: () => Promise.resolve(false), + getSelectedPaths: () => [], + }; + } + + const container = d3.select(containerSelector); + const loader = d3.select(loaderSelector); + const refreshBtn = d3.select(refreshSelector); + + // 当前路径状态（统一使用 "/" 开头的格式，"/" 表示根目录） + let currentPath: string = '/'; + let pathNavigator: PathNavigator | null = null; + + // 创建路径导航容器（在demo列表上方） + let pathNavContainer: d3.Selection<HTMLDivElement, any, any, any> | null = null; + const containerNode = container.node() as HTMLElement | null; + if (containerNode && containerNode.parentElement) { + pathNavContainer = d3.select(containerNode.parentElement) + .insert('div', () => containerNode) + .attr('class', 'demo-path-nav-container'); + } + + // 初始化路径导航器 + if (pathNavContainer) { + pathNavigator = createPathNavigator( + pathNavContainer, + currentPath, + (newPath: string) => { + currentPath = newPath; + pathNavigator?.update(newPath); + fetchDemoList().catch(err => { + console.error('刷新demo列表失败:', err); + }); + }, + disableFolderOperations ? undefined : () => { + // 新建文件夹（如果未禁用） + showCreateFolderDialog(async (folderName: string) => { + try { + setListLoading(true); + const result = await api.create_folder(currentPath, folderName); + + if (result.success) { + await fetchDemoList(); + } else { + showAlertDialog(tr('Error'), tr(result.message || 'Failed to create folder')); + } + } catch (err) { + console.error('创建文件夹失败:', err); + showAlertDialog(tr('Error'), tr('Failed to create folder, please check console for details.')); + } finally { + setListLoading(false); + } + }); + } + ); + + } + + // 使用统一的路径规范化函数 + + let activeDemoFullPath: string | null = null; + let lastLoadedDemoPath: string | null = null; // 记录上次加载的demo路径 + + const applyActiveState = () => { + const buttons = container.selectAll<HTMLDivElement, DemoItem>('.demoBtn, .demo-folder-btn'); + + buttons.classed('demo-selected', d => { + return d.type === 'file' && normalizeFullPath(d.path) === activeDemoFullPath; + }); + + // 滚动到选中的demo项（使用原生 scrollIntoView） + if (activeDemoFullPath) { + const selectedButton = buttons.filter(d => { + return d.type === 'file' && normalizeFullPath(d.path) === activeDemoFullPath; + }); + + if (!selectedButton.empty()) { + const buttonNode = selectedButton.node() as HTMLElement | null; + + if (buttonNode) { + // 使用 requestAnimationFrame 确保DOM已更新（包括选中状态的样式） + requestAnimationFrame(() => { + requestAnimationFrame(() => { + // 使用原生 scrollIntoView 方法，浏览器会自动处理滚动 + // block: 'nearest' - 只在必要时垂直滚动，如果已在可视区域则不滚动 + // inline: 'nearest' - 只在必要时水平滚动，如果已在可视区域则不滚动 + buttonNode.scrollIntoView({ + behavior: 'smooth', + block: 'nearest', + inline: 'nearest' + }); + }); + }); + } + } + } + }; + + const getItemFullPath = (item: DemoItem): string | null => { + return normalizeFullPath(item.path); + }; + + // 创建多选模块 + let multiSelect: MultiSelect | null = null; + const toastController = createToast('#toast'); + const showToast = toastController.show; + + // 延迟初始化多选模块，因为需要先创建 pathNavigator + const initMultiSelect = () => { + if (multiSelect) return; // 已经初始化 + + if (!pathNavContainer) return; + + multiSelect = createMultiSelect({ + container, + api, + getItemFullPath, + getCurrentPath: () => currentPath, + setLoading: setListLoading, + fetchDemoList, + showToast, + showAlertDialog, + onModeChange: () => { + // 当模式切换时，重新渲染列表 + const items = container.selectAll<HTMLDivElement, DemoItem>('.demo-item').data(); + renderItems(items); + }, + initialMultiSelectMode: forceMultiSelect, // 传递强制多选配置 + disableModeToggle: forceMultiSelect, // 如果强制多选，则禁用模式切换 + onSelectionChange, // 传递选择变化回调（当用户选择/取消选择demo时触发） + }); + + // 初始化 UI（控制栏和切换按钮） + // 在 forceMultiSelect 模式下也需要控制栏（只显示全选和清空按钮） + const navWrapper = pathNavContainer.select('.demo-path-nav-wrapper'); + if (!navWrapper.empty()) { + multiSelect.initUI(navWrapper); + } + }; + + const highlightDemo = (fullPath: string | null) => { + activeDemoFullPath = normalizeFullPath(fullPath); + applyActiveState(); + }; + + // ============ 辅助函数：路径提取和导航 ============ + + // 从完整路径中提取文件夹路径 + const extractFolderPath = (fullPath: string): string => { + const pathParts = fullPath.split('/').filter(p => p); + if (pathParts.length <= 1) { + return '/'; + } + return '/' + pathParts.slice(0, -1).join('/'); + }; + + // 导航到指定文件夹并刷新列表（如果当前不在该文件夹） + const navigateToFolder = async (targetFolderPath: string): Promise<void> => { + if (currentPath !== targetFolderPath) { + currentPath = targetFolderPath; + if (pathNavigator) { + pathNavigator.update(targetFolderPath); + } + await fetchDemoList(); + } + }; + + // 导航到demo所在文件夹并高亮（不加载数据，用于URL恢复等场景） + const navigateToDemoAndHighlight = async (fullPath: string): Promise<void> => { + const normalizedPath = normalizeFullPath(fullPath); + if (!normalizedPath) { + return; + } + + try { + const targetFolderPath = extractFolderPath(normalizedPath); + await navigateToFolder(targetFolderPath); + highlightDemo(normalizedPath); + } catch (error) { + console.error('导航到demo失败:', error); + } + }; + + const setActiveDemo = (fullPath: string | null) => { + highlightDemo(fullPath); + + // 然后同步更新URL参数 + if (activeDemoFullPath) { + URLHandler.updateURLParam('demo', activeDemoFullPath, false); + } else { + // 清除demo参数 + const currentParams = URLHandler.parameters; + delete currentParams['demo']; + URLHandler.updateUrl(currentParams, false); + } + }; + + // setListLoading 只用于demo列表区域的loading指示器（显示/隐藏"正在刷新..."文本） + // 不触发 onDemoLoading，因为刷新列表和文件夹操作不应该影响统计信息 + const setListLoading = (loading: boolean) => { + loader.style('display', loading ? null : 'none'); + }; + + const disableDemoButtons = (disabled: boolean) => { + container.selectAll('.demoBtn, .demo-folder-btn') + .style('opacity', disabled ? '0.5' : '1') + .style('pointer-events', disabled ? 'none' : null) + .style('cursor', disabled ? 'not-allowed' : 'pointer'); + }; + + // 创建服务器存储控制器（统一加载逻辑） + const serverStorageController = new DemoStorageController( + new ServerStorage(api), + { + setLoading: (loading: boolean) => { + onDemoLoading?.(loading); + disableDemoButtons(loading); + }, + showToast: (message, type) => { + // demoManager 使用 alert 显示错误 + if (type === 'error') { + showAlertDialog(tr('Error'), message); + } + }, + showSuccessToast: false // 由调用者自行处理成功提示 + } + ); + + const fetchDemoList = async () => { + disableDemoButtons(true); + setListLoading(true); + onRefreshStart?.(); + try { + const result = await api.list_demos(currentPath); + // 多选模式下，复选状态不受路径切换影响，保留选择状态 + renderItems(result.items || []); + if (pathNavigator) { + pathNavigator.update(result.path || currentPath); + currentPath = result.path || currentPath; + } + } finally { + setListLoading(false); + disableDemoButtons(false); + onRefreshEnd?.(); + } + }; + + const handleMoveItem = async (item: DemoItem) => { + try { + setListLoading(true); + const foldersResult = await api.list_all_folders(); + const folders = foldersResult.folders || []; + + // 排除当前项所在的路径及其子路径 + const excludePath = item.path; + + const filteredFolders = folders.filter(f => { + if (f === excludePath) return false; + if (excludePath && f.startsWith(excludePath + '/')) return false; + return true; + }); + + showMoveDialog(filteredFolders, currentPath, async (targetPath: string) => { + try { + setListLoading(true); + let result; + if (item.type === 'file') { + result = await api.move_demo(item.path, targetPath); + } else { + result = await api.move_folder(item.path, targetPath); + } + + if (result.success) { + await fetchDemoList(); + } else { + showAlertDialog(tr('Error'), tr(result.message || 'Move failed')); + } + } catch (err) { + console.error('移动失败:', err); + showAlertDialog(tr('Error'), tr('Move failed, please check console for details.')); + } finally { + setListLoading(false); + } + }); + } catch (err) { + console.error('获取文件夹列表失败:', err); + showAlertDialog(tr('Error'), tr('Failed to get folder list, please check console for details.')); + } finally { + setListLoading(false); + } + }; + + const handleRenameItem = async (item: DemoItem) => { + showRenameDialog(item.name, async (newName: string) => { + try { + setListLoading(true); + let result; + if (item.type === 'file') { + result = await api.rename_demo(item.path, newName); + } else { + result = await api.rename_folder(item.path, newName); + } + + if (result.success) { + await fetchDemoList(); + } else { + showAlertDialog(tr('Error'), tr(result.message || 'Rename failed')); + } + } catch (err) { + console.error('重命名失败:', err); + showAlertDialog(tr('Error'), tr('Rename failed, please check console for details.')); + } finally { + setListLoading(false); + } + }); + }; + + const handleDeleteItem = async (item: DemoItem) => { + showDeleteConfirm(item.name, item.type, async () => { + try { + setListLoading(true); + let result; + if (item.type === 'file') { + result = await api.delete_demo(item.path); + } else { + result = await api.delete_folder(item.path); + } + + if (result.success) { + await fetchDemoList(); + } else { + showAlertDialog(tr('Error'), tr(result.message || 'Delete failed')); + } + } catch (err) { + console.error('删除失败:', err); + showAlertDialog(tr('Error'), tr('Delete failed, please check console for details.')); + } finally { + setListLoading(false); + } + }); + }; + + const handleFolderClick = (folderPath: string) => { + currentPath = folderPath; + if (pathNavigator) { + pathNavigator.update(folderPath); + } + fetchDemoList().catch(err => { + console.error('刷新demo列表失败:', err); + }); + }; + + const renderItems = (items: DemoItem[]) => { + // 创建demo项容器，保持原有布局 + const demoItems = container.selectAll<HTMLDivElement, DemoItem>('.demo-item') + .data(items, (d: DemoItem) => d.path) + .join('div') + .attr('class', 'demo-item'); + + // 多选模式下，在demo-item最左边添加复选框 + if (multiSelect && multiSelect.shouldShowCheckbox()) { + const checkboxes = demoItems.selectAll<HTMLInputElement, DemoItem>('.demo-checkbox-inline') + .data(d => [d]) + .join('input') + .attr('type', 'checkbox') + .attr('class', 'demo-checkbox-inline') + .property('checked', d => multiSelect.isItemSelected(d)) + .property('disabled', d => d.type === 'folder'); // 文件夹的复选框设为不可选 + } else { + // 非多选模式下，移除复选框 + demoItems.selectAll('.demo-checkbox-inline').remove(); + } + + // Demo按钮（文件夹或文件），保持原有样式 + const buttons = demoItems.selectAll<HTMLDivElement, DemoItem>('.demoBtn, .demo-folder-btn') + .data(d => [d]) + .join('div') + .attr('class', d => d.type === 'folder' ? 'demo-folder-btn' : 'demoBtn') + .style('opacity', '1') + .style('pointer-events', null) + .style('cursor', 'pointer') + .html(d => { + // 文件夹添加简约风格的SVG图标 + if (d.type === 'folder') { + const folderIcon = '<svg width="16" height="16" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="1.5" stroke-linecap="round" stroke-linejoin="round" style="display: inline-block; vertical-align: middle; margin-right: 6px; opacity: 0.7;"><path d="M3 7v10a2 2 0 0 0 2 2h14a2 2 0 0 0 2-2V9a2 2 0 0 0-2-2h-6l-2-2H5a2 2 0 0 0-2 2z"/></svg>'; + return folderIcon + d.name; + } + return d.name; + }); + + // 菜单按钮（替换原来的删除按钮） + // 在 forceMultiSelect 模式下不显示菜单按钮； + // 在禁用文件夹操作（非管理员模式）时也不显示菜单按钮 + if (!forceMultiSelect && !disableFolderOperations) { + const menuContainers = demoItems.selectAll<HTMLDivElement, DemoItem>('.demo-menu-container') + .data(d => [d]) + .join('div') + .attr('class', 'demo-menu-container') + .style('flex-shrink', '0') + .html(''); // 先清空容器内容，避免重复添加 + + // 存储菜单对象，用于悬浮显示/隐藏 + const menuMap = new Map<string, ReturnType<typeof createMenuButton>['menu']>(); + + menuContainers.each(function(item) { + const menuContainer = d3.select(this); + const { button, menu } = createMenuButton( + item, + disableFolderOperations ? () => {} : () => handleMoveItem(item), + disableFolderOperations ? () => {} : () => handleRenameItem(item), + disableFolderOperations ? () => {} : () => handleDeleteItem(item) + ); + const containerNode = menuContainer.node() as HTMLElement | null; + const buttonNode = button.node() as HTMLElement | null; + if (containerNode && buttonNode) { + containerNode.appendChild(buttonNode); + } + // 存储菜单对象 + const key = item.path || ''; + menuMap.set(key, menu); + }); + + // 在demo项上添加鼠标悬浮事件，显示/隐藏菜单按钮 + demoItems + .on('mouseenter', function(event, item) { + const key = item.path || ''; + const menu = menuMap.get(key); + if (menu) { + menu.showButton(); + } + }) + .on('mouseleave', function(event, item) { + const key = item.path || ''; + const menu = menuMap.get(key); + if (menu) { + menu.hideButton(); + } + }); + } else { + // forceMultiSelect 或禁用文件夹操作模式下，移除菜单容器 + demoItems.selectAll('.demo-menu-container').remove(); + } + + buttons.on('click', function(event, item) { + if (item.type === 'folder') { + handleFolderClick(item.path); + } else if (item.type === 'file') { + // 如果禁用了单击加载且启用了多选模式，则切换复选框状态 + if (disableClickLoad && multiSelect && multiSelect.shouldShowCheckbox()) { + const demoItem = d3.select(this.parentElement); + const checkbox = demoItem.select<HTMLInputElement>('.demo-checkbox-inline'); + const checkboxNode = checkbox.node(); + if (checkboxNode && !checkboxNode.disabled) { + checkboxNode.checked = !checkboxNode.checked; + // 触发 change 事件以同步到 selectedDemos + checkbox.dispatch('change'); + } + } else { + loadDemoFile(item); + } + } + }); + + // 为复选框绑定 change 事件，从复选框同步状态到 selectedDemos + if (multiSelect && multiSelect.shouldShowCheckbox()) { + demoItems.selectAll<HTMLInputElement, DemoItem>('.demo-checkbox-inline') + .on('change', function(event, d) { + // d 是绑定到复选框的数据（DemoItem），event.target 是复选框元素 + if (d && event.target instanceof HTMLInputElement && multiSelect) { + multiSelect.syncSelectionFromCheckbox(d, event.target); + } + }); + } + + // 已改为竖向布局，不再需要设置column-width + // 移除原有的列宽计算逻辑（基于按钮宽度） + + applyActiveState(); + + // 切换路径后，确保复选框状态与 selectedDemos 同步 + if (multiSelect && multiSelect.shouldShowCheckbox()) { + multiSelect.syncCheckboxFromSelection(); + // 列表渲染完成后，更新控制栏按钮状态（修复初始状态下全选按钮不可用的问题） + multiSelect.updateBar(); + } + }; + + const loadDemoFile = async (item: DemoItem) => { + if (!item.path || !item.path.trim()) { + showAlertDialog(tr('Error'), tr('Cannot find corresponding demo file path, unable to load.')); + return; + } + + // 使用统一的存储控制器加载（与本地加载保持一致） + const data = await serverStorageController.load(item.path); + if (!data) { + // 错误已在控制器中处理 + return; + } + + // 判断是否是新demo（与上次加载的不同） + // 使用与setActiveDemo相同的路径规范化逻辑 + const demoPath = item.path; + const normalizedPath = normalizeFullPath(demoPath); + const isNewDemo = normalizedPath !== lastLoadedDemoPath; + if (isNewDemo) { + lastLoadedDemoPath = normalizedPath; + } + + onTextPrefill?.(data.request.text); + onDemoLoaded(data, true, isNewDemo, demoPath); + setActiveDemo(demoPath); + }; + + // 根据完整路径加载demo（用于保存后重新加载等场景） + const loadDemoByPath = async (fullPath: string): Promise<boolean> => { + const normalizedPath = normalizeFullPath(fullPath); + if (!normalizedPath) { + return false; + } + + try { + // 使用辅助函数：导航到文件夹 + const targetFolderPath = extractFolderPath(normalizedPath); + await navigateToFolder(targetFolderPath); + + // 在当前列表中查找匹配的文件 + const result = await api.list_demos(currentPath); + const items = result.items || []; + const targetItem = items.find((item: DemoItem) => { + if (item.type !== 'file') { + return false; + } + // 检查item的完整路径是否匹配 + const normalizedItemPath = normalizeFullPath(item.path); + return normalizedItemPath === normalizedPath; + }); + + if (targetItem && targetItem.type === 'file') { + await loadDemoFile(targetItem); + return true; + } + + return false; + } catch (err) { + console.error('根据路径加载demo失败:', err); + return false; + } + }; + + refreshBtn.on('click', () => { + fetchDemoList().catch(err => { + console.error('刷新demo列表失败:', err); + showAlertDialog(tr('Error'), tr('Failed to refresh demo list, please check console for details.')); + }); + }); + + // 初始化多选模块（在 pathNavigator 创建之后） + initMultiSelect(); + + // 初次加载 + fetchDemoList().catch(err => { + console.error('加载demo列表失败:', err); + showAlertDialog(tr('Error'), tr('Failed to refresh demo list, please check console for details.')); + }); + + return { + refresh: fetchDemoList, + highlightDemo: highlightDemo, + navigateToDemoAndHighlight: navigateToDemoAndHighlight, + loadDemoByPath: loadDemoByPath, + getSelectedPaths: () => multiSelect ? multiSelect.getSelectedPaths() : [], + }; +} diff --git a/client/src/ts/ui/demoMultiSelect.ts b/client/src/ts/ui/demoMultiSelect.ts new file mode 100644 index 0000000000000000000000000000000000000000..96129ac9c10ad9caf80a01bab9f0525f8d252821 --- /dev/null +++ b/client/src/ts/ui/demoMultiSelect.ts @@ -0,0 +1,502 @@ +import * as d3 from 'd3'; +import { TextAnalysisAPI } from '../api/GLTR_API'; +import { showMoveDialog } from './folderOperations'; +import { showAlertDialog } from './dialog'; +// 国际化 +import { tr } from '../lang/i18n-lite'; + +export type DemoItem = { + type: 'folder' | 'file'; + name: string; + path: string; +}; + +export type MultiSelectOptions = { + container: d3.Selection<d3.BaseType, any, any, any>; + api: TextAnalysisAPI; + getItemFullPath: (item: DemoItem) => string | null; + getCurrentPath: () => string; + setLoading: (loading: boolean) => void; // 实际是 setListLoading，保持参数名兼容 + fetchDemoList: () => Promise<void>; + showToast: (message: string, type: 'success' | 'error') => void; + showAlertDialog: (title: string, message: string) => void; + onModeChange: () => void; // 当模式切换时，需要重新渲染列表 + initialMultiSelectMode?: boolean; // 初始多选模式状态，默认为 false + disableModeToggle?: boolean; // 禁用模式切换按钮（只读选择场景），默认为 false + onSelectionChange?: (selectedCount: number) => void; // 选择数量变化时的回调 +}; + +export type MultiSelect = { + isMultiSelectMode: () => boolean; + isItemSelected: (item: DemoItem) => boolean; + shouldShowCheckbox: () => boolean; + syncSelectionFromCheckbox: (item: DemoItem, checkboxNode: HTMLInputElement) => void; + syncCheckboxFromSelection: () => void; + selectAllItems: (items: DemoItem[]) => void; + clearSelection: () => void; + toggleMode: () => void; + updateBar: () => void; + initUI: (navWrapper: d3.Selection<d3.BaseType, any, any, any>) => void; + getSelectedPaths: () => string[]; // 获取所有选中项的路径 +}; + +export function createMultiSelect(options: MultiSelectOptions): MultiSelect { + const { + container, + api, + getItemFullPath, + getCurrentPath, + setLoading, + fetchDemoList, + showToast, + showAlertDialog, + onModeChange, + initialMultiSelectMode = false, + disableModeToggle = false, + onSelectionChange, + } = options; + + // 多选模式状态（使用配置的初始值） + let multiSelectMode: boolean = initialMultiSelectMode; + const selectedDemos: string[] = []; // 存储选中项的完整路径（按选择顺序） + + // UI元素 + let multiSelectBar: d3.Selection<HTMLDivElement, any, any, any> | null = null; + let multiSelectToggleBtn: d3.Selection<HTMLButtonElement, any, any, any> | null = null; + let multiSelectCount: d3.Selection<HTMLSpanElement, any, any, any> | null = null; + let navWrapper: d3.Selection<d3.BaseType, any, any, any> | null = null; + + // 从复选框同步状态到 selectedDemos + const syncSelectionFromCheckbox = (item: DemoItem, checkboxNode: HTMLInputElement) => { + // 如果复选框被禁用，不更新选择状态 + if (checkboxNode.disabled) return; + + const itemPath = getItemFullPath(item); + if (itemPath === null) return; + + // 直接从复选框读取状态，同步到 selectedDemos + if (checkboxNode.checked) { + selectedDemos.push(itemPath); + } else { + const index = selectedDemos.indexOf(itemPath); + if (index !== -1) { + selectedDemos.splice(index, 1); + } + } + + updateBar(); + }; + + // 同步 selectedDemos 到复选框状态（用于全选/清空操作） + const syncCheckboxFromSelection = () => { + const demoItems = container.selectAll<HTMLDivElement, DemoItem>('.demo-item'); + demoItems.each(function(d) { + const demoItem = d3.select(this); + const checkbox = demoItem.select<HTMLInputElement>('.demo-checkbox-inline'); + if (!checkbox.empty()) { + const itemPath = getItemFullPath(d); + const shouldBeChecked = itemPath !== null && selectedDemos.includes(itemPath); + const checkboxNode = checkbox.node(); + if (checkboxNode) { + checkboxNode.checked = shouldBeChecked; + } + } + }); + }; + + const selectAllItems = (items: DemoItem[]) => { + items.forEach(item => { + const itemPath = getItemFullPath(item); + if (itemPath !== null) { + selectedDemos.push(itemPath); + } + }); + syncCheckboxFromSelection(); // 同步到复选框 + updateBar(); + }; + + const clearSelection = () => { + selectedDemos.length = 0; + syncCheckboxFromSelection(); // 同步到复选框 + updateBar(); + }; + + const toggleMode = () => { + multiSelectMode = !multiSelectMode; + // 退出多选模式时清空选择状态 + if (!multiSelectMode) { + clearSelection(); + } + updateBar(); + updateToggleBtn(); + onModeChange(); // 通知主模块重新渲染列表 + }; + + const updateBar = () => { + if (!multiSelectBar || !multiSelectCount) return; + + if (multiSelectMode) { + multiSelectBar.style('display', 'flex'); + const selectedCount = selectedDemos.length; + + // 基于checkbox原生状态判断全选按钮是否可用 + // 获取当前目录下所有未禁用的checkbox（未禁用的都是文件类型） + const selectableCheckboxes: HTMLInputElement[] = []; + container.selectAll<HTMLInputElement, DemoItem>('.demo-checkbox-inline').each(function() { + const checkbox = this; + if (!checkbox.disabled) { + selectableCheckboxes.push(checkbox); + } + }); + + // 检查是否所有可选择的checkbox都已选中 + const allSelected = selectableCheckboxes.length > 0 && + selectableCheckboxes.every(checkbox => checkbox.checked); + const hasUnselected = !allSelected; // 有未选中项时全选按钮可用 + + multiSelectCount.text(selectedCount > 0 ? tr('Selected {count}').replace('{count}', String(selectedCount)) : tr('No selection')); + + // 更新所有按钮的可用状态 + multiSelectBar.selectAll('.refresh-btn').each(function() { + const btn = d3.select(this); + const action = btn.attr('data-action'); + let isActive = false; + + if (action === 'select-all') { + isActive = hasUnselected; // 有未选中项时可用 + } else if (action === 'clear' || action === 'delete' || action === 'move') { + isActive = selectedCount > 0; // 有选中项时可用 + } + + btn.classed('inactive', !isActive); + }); + + // 通知外部选择数量已变化（用于更新弹窗确定按钮等） + if (onSelectionChange) { + onSelectionChange(selectedCount); + } + } else { + multiSelectBar.style('display', 'none'); + } + }; + + const updateToggleBtn = () => { + if (multiSelectToggleBtn) { + if (multiSelectMode) { + // 多选模式：显示选中图标 + multiSelectToggleBtn + .attr('title', tr('Exit multi-select mode')) + .text('☑'); + } else { + // 非多选模式：显示未选中图标 + multiSelectToggleBtn + .attr('title', tr('Multi-select mode')) + .text('☐'); + } + } + }; + + const handleBatchDelete = async () => { + const selectedItems: DemoItem[] = []; + const currentPath = getCurrentPath(); + const result = await api.list_demos(currentPath); + const allItems = result.items || []; + + allItems.forEach((item: DemoItem) => { + const itemPath = getItemFullPath(item); + if (itemPath !== null && selectedDemos.includes(itemPath)) { + selectedItems.push(item); + } + }); + + if (selectedItems.length === 0) { + showAlertDialog(tr('Info'), tr('Please select items to delete first')); + return; + } + + const itemNames = selectedItems.map(item => item.name).join('\n'); + const confirmMessage = tr('Are you sure you want to delete the following {count} items?').replace('{count}', String(selectedItems.length)) + '\n\n' + itemNames; + + if (!confirm(confirmMessage)) { + return; + } + + try { + setLoading(true); + let successCount = 0; + let failCount = 0; + const errors: string[] = []; + + for (const item of selectedItems) { + try { + let result; + if (item.type === 'file') { + result = await api.delete_demo(item.path); + } else { + result = await api.delete_folder(item.path); + } + + if (result.success) { + successCount++; + } else { + failCount++; + errors.push(`${item.name}: ${tr(result.message || 'Delete failed')}`); + } + } catch (err) { + failCount++; + errors.push(`${item.name}: ${err instanceof Error ? tr(err.message) : tr('Delete failed')}`); + } + } + + // 刷新列表 + await fetchDemoList(); + + // 清空选择 + clearSelection(); + + // 显示结果 + if (failCount === 0) { + showToast(tr('Successfully deleted {count} items').replace('{count}', String(successCount)), 'success'); + } else { + const errorMsg = errors.length > 0 ? `\n\n${tr('Failed items:')}\n${errors.slice(0, 5).join('\n')}${errors.length > 5 ? `\n${tr('... and {count} more items failed').replace('{count}', String(errors.length - 5))}` : ''}` : ''; + const message = tr('Successfully deleted {success} items, failed {fail} items') + .replace('{success}', String(successCount)) + .replace('{fail}', String(failCount)) + errorMsg; + showAlertDialog(tr('Partial success'), message); + } + } catch (err) { + console.error('批量删除失败:', err); + showAlertDialog(tr('Error'), tr('Batch delete failed, please check console for details.')); + } finally { + setLoading(false); + } + }; + + const handleBatchMove = async () => { + const selectedItems: DemoItem[] = []; + const currentPath = getCurrentPath(); + const result = await api.list_demos(currentPath); + const allItems = result.items || []; + + allItems.forEach((item: DemoItem) => { + const itemPath = getItemFullPath(item); + if (itemPath !== null && selectedDemos.includes(itemPath)) { + selectedItems.push(item); + } + }); + + if (selectedItems.length === 0) { + showAlertDialog(tr('Info'), tr('Please select items to move first')); + return; + } + + try { + setLoading(true); + const foldersResult = await api.list_all_folders(); + const folders = foldersResult.folders || []; + + // 排除所有选中项所在的路径及其子路径 + const excludePaths = new Set<string>(); + selectedItems.forEach(item => { + const excludePath = item.path; + if (excludePath) { + excludePaths.add(excludePath); + } + }); + + const filteredFolders = folders.filter(f => { + if (excludePaths.has(f)) return false; + for (const excludePath of excludePaths) { + if (f.startsWith(excludePath + '/')) return false; + } + return true; + }); + + showMoveDialog(filteredFolders, currentPath, async (targetPath: string) => { + try { + setLoading(true); + let successCount = 0; + let failCount = 0; + const errors: string[] = []; + + for (const item of selectedItems) { + try { + let result; + if (item.type === 'file') { + result = await api.move_demo(item.path, targetPath); + } else { + result = await api.move_folder(item.path, targetPath); + } + + if (result.success) { + successCount++; + } else { + failCount++; + errors.push(`${item.name}: ${tr(result.message || 'Move failed')}`); + } + } catch (err) { + failCount++; + errors.push(`${item.name}: ${err instanceof Error ? tr(err.message) : tr('Move failed')}`); + } + } + + // 刷新列表 + await fetchDemoList(); + + // 清空选择 + clearSelection(); + + // 显示结果 + if (failCount === 0) { + showToast(tr('Successfully moved {count} items').replace('{count}', String(successCount)), 'success'); + } else { + const errorMsg = errors.length > 0 ? `\n\n${tr('Failed items:')}\n${errors.slice(0, 5).join('\n')}${errors.length > 5 ? `\n${tr('... and {count} more items failed').replace('{count}', String(errors.length - 5))}` : ''}` : ''; + const message = tr('Successfully moved {success} items, failed {fail} items') + .replace('{success}', String(successCount)) + .replace('{fail}', String(failCount)) + errorMsg; + showAlertDialog(tr('Partial success'), message); + } + } catch (err) { + console.error('批量移动失败:', err); + showAlertDialog(tr('Error'), tr('Batch move failed, please check console for details.')); + } finally { + setLoading(false); + } + }); + } catch (err) { + console.error('获取文件夹列表失败:', err); + showAlertDialog(tr('Error'), tr('Failed to get folder list, please check console for details.')); + } finally { + setLoading(false); + } + }; + + // 初始化UI + const initUI = ( + navWrapperParam: d3.Selection<d3.BaseType, any, any, any> + ) => { + // 保存navWrapper引用，用于宽度检测 + navWrapper = navWrapperParam; + + // 在内部查找 createFolderBtn + const createFolderBtn = navWrapper.select(`button[title="${tr('New folder')}"]`); + + // 创建多选模式控制栏 + // 如果有新建文件夹按钮，则在它之前插入；否则直接放在 navWrapper 末尾 + if (!createFolderBtn.empty()) { + const createFolderBtnNode = createFolderBtn.node(); + if (createFolderBtnNode && createFolderBtnNode instanceof HTMLElement) { + multiSelectBar = d3.select(createFolderBtnNode.parentElement) + .insert('div', () => createFolderBtnNode) + .attr('class', 'demo-multiselect-bar-center') + .style('display', 'none') + .style('flex-shrink', '0'); + } + } else { + multiSelectBar = navWrapper.append('div') + .attr('class', 'demo-multiselect-bar-center') + .style('display', 'none') + .style('flex-shrink', '0'); + } + + // 在多选控制栏的右边添加多选切换按钮（如果未禁用） + if (!disableModeToggle && !createFolderBtn.empty()) { + const createFolderBtnNode = createFolderBtn.node(); + if (createFolderBtnNode && createFolderBtnNode instanceof HTMLElement) { + multiSelectToggleBtn = d3.select(createFolderBtnNode.parentElement) + .insert('button', () => createFolderBtnNode) + .attr('class', 'refresh-btn') + .attr('title', tr('Multi-select mode')) + .text('☐') // 初始状态：未选中 + .style('flex-shrink', '0') + .on('click', toggleMode); + + // 初始化按钮状态 + updateToggleBtn(); + } + } + + // 初始化多选模式控制栏（按钮样式与新建文件夹按钮一致） + if (multiSelectBar) { + // 不再在控制栏中显示退出按钮，使用固定的切换按钮 + multiSelectCount = multiSelectBar.append('span') + .attr('class', 'multiselect-count') + .style('font-size', '9pt') + .style('color', 'var(--text-muted)') + .style('margin-left', '0px') + .style('margin-right', '6px') // 减少30%：8px → 6px + .text(tr('No selection')); + + multiSelectBar.append('button') + .attr('class', 'refresh-btn') + .attr('data-action', 'select-all') + .attr('title', tr('Select all')) + .text(tr('Select all')) + .on('click', () => { + // 获取所有demo项，但只选择未被禁用的项 + const allItems: DemoItem[] = []; + container.selectAll<HTMLDivElement, DemoItem>('.demo-item').each(function(d) { + const demoItem = d3.select(this); + const checkbox = demoItem.select<HTMLInputElement>('.demo-checkbox-inline'); + if (!checkbox.empty()) { + const checkboxNode = checkbox.node(); + // 只添加未被禁用的项 + if (checkboxNode && !checkboxNode.disabled) { + allItems.push(d); + } + } + }); + selectAllItems(allItems); + }); + + multiSelectBar.append('button') + .attr('class', 'refresh-btn') + .attr('data-action', 'clear') + .attr('title', tr('Clear')) + .text(tr('Clear')) + .on('click', clearSelection); + + // 只在非只读模式下显示删除和移动按钮 + if (!disableModeToggle) { + multiSelectBar.append('button') + .attr('class', 'refresh-btn') + .attr('data-action', 'delete') + .attr('title', tr('Delete')) + .text(tr('Delete')) + .on('click', handleBatchDelete); + + multiSelectBar.append('button') + .attr('class', 'refresh-btn') + .attr('data-action', 'move') + .attr('title', tr('Move')) + .text(tr('Move')) + .on('click', handleBatchMove); + } + + // 初始化控制栏显示状态（在 forceMultiSelect 模式下需要显示） + updateBar(); + } + }; + + const getSelectedPaths = (): string[] => { + return [...selectedDemos]; + }; + + return { + isMultiSelectMode: () => multiSelectMode, + isItemSelected: (item: DemoItem) => { + const itemPath = getItemFullPath(item); + return itemPath !== null && selectedDemos.includes(itemPath); + }, + shouldShowCheckbox: () => multiSelectMode, + syncSelectionFromCheckbox, + syncCheckboxFromSelection, + selectAllItems, + clearSelection, + toggleMode, + updateBar, + initUI, + getSelectedPaths, + }; +} + diff --git a/client/src/ts/ui/dialog.ts b/client/src/ts/ui/dialog.ts new file mode 100644 index 0000000000000000000000000000000000000000..8d2e8ebf9b08eb82bf79f11afef55b3ed1ab5a81 --- /dev/null +++ b/client/src/ts/ui/dialog.ts @@ -0,0 +1,652 @@ +/** + * 通用弹框组件 + * 提供统一的弹框样式和行为 + */ +import * as d3 from 'd3'; +import { countTokenCharacters } from '../utils/Util'; +import { tr } from '../lang/i18n-lite'; + +export type DialogContentBuilder = ( + dialog: d3.Selection<HTMLDivElement, unknown, any, any>, + setConfirmButtonState?: (enabled: boolean) => void +) => { + getValue?: () => any; + validate?: () => boolean; + focus?: () => void; +}; + +export interface DialogOptions { + title: string; + content: DialogContentBuilder; + onConfirm: (value: any) => boolean | void | Promise<boolean | void>; // 返回 false 表示不关闭弹窗（用于排队场景），支持异步 + onCancel?: () => void; + confirmText?: string; + cancelText?: string | undefined; // undefined 表示不显示取消按钮 + /** 确定按钮处于加载/排队状态时显示的文案，默认「排队中...」 */ + loadingConfirmText?: string; + width?: string; + height?: string; +} + +export type ConfirmButtonState = 'normal' | 'disabled' | 'queuing'; + +/** + * 显示通用弹框 + * @returns 返回包含确定按钮状态更新函数的对象 + */ +export function showDialog(options: DialogOptions): { + setConfirmButtonState: (enabled: boolean, queuing?: boolean) => void; +} { + const { + title, + content, + onConfirm, + onCancel, + confirmText = tr('Confirm'), + cancelText, // 不设置默认值，undefined 表示不显示取消按钮 + loadingConfirmText = tr('Queuing...'), + width = 'clamp(300px, 90vw, 500px)', + height + } = options; + + // 创建遮罩层 + // 简单直接：上下各多500px余量，确保完全覆盖屏幕 + const overlay = d3.select('body').append('div') + .attr('class', 'dialog-overlay'); + + // 无需监听视口变化，简单直接 + const cleanup = () => { + // 无需清理 + }; + + // 创建对话框 + const dialog = overlay.append('div') + .attr('class', 'dialog') + .style('width', width); + + // 如果提供了高度设置，应用它 + if (height) { + dialog.style('height', height); + } + + // 标题 + dialog.append('div') + .attr('class', 'dialog-title') + .text(title); + + // 内容区域 + const contentArea = dialog.append('div') + .attr('class', 'dialog-content'); + + // 按钮容器（先创建，以便在 content 回调中可以使用 setConfirmButtonState） + const buttonContainer = dialog.append('div') + .attr('class', 'dialog-buttons'); + + // 取消按钮（如果提供了 cancelText） + if (cancelText !== undefined && cancelText !== null) { + const cancelBtn = buttonContainer.append('button') + .attr('class', 'dialog-button cancel') + .text(cancelText) + .on('click', () => { + cleanup(); + overlay.remove(); + if (onCancel) { + onCancel(); + } + }); + } + + const confirmBtn = buttonContainer.append('button') + .attr('class', 'dialog-button confirm') + .text(confirmText); + + // 保存原始按钮文本，确保不依赖按钮内容 + const originalButtonText = confirmText; + + // 创建确定按钮状态更新函数（在 content 回调之前创建，避免闭包问题） + // 使用 data 属性来存储状态，不依赖文本内容 + const setConfirmButtonState = (enabled: boolean, queuing: boolean = false) => { + const btnNode = confirmBtn.node() as HTMLButtonElement; + if (btnNode) { + btnNode.disabled = !enabled || queuing; + + // 使用 data 属性存储状态，而不是依赖文本内容 + if (queuing) { + btnNode.setAttribute('data-state', 'queuing'); + confirmBtn.classed('queuing', true); + btnNode.innerHTML = ` + <span class="queuing-text">${loadingConfirmText}</span> + <span class="queuing-spinner"></span> + `; + } else { + btnNode.setAttribute('data-state', enabled ? 'enabled' : 'disabled'); + confirmBtn.classed('queuing', false); + // 恢复原始文本（从保存的 originalButtonText 获取，不依赖任何外部状态） + btnNode.textContent = originalButtonText; + } + } + }; + + // 构建内容，传递 setConfirmButtonState 函数 + const contentControls = content(contentArea, setConfirmButtonState); + + // 设置确定按钮的点击事件（需要在 contentControls 创建之后） + confirmBtn.on('click', async () => { + // 验证 + if (contentControls.validate && !contentControls.validate()) { + return; + } + // 检查是否处于排队状态 + const btnNode = confirmBtn.node() as HTMLButtonElement; + if (btnNode && btnNode.getAttribute('data-state') === 'queuing') { + return; // 排队中，不处理点击 + } + // 获取值 + const value = contentControls.getValue ? contentControls.getValue() : undefined; + // 注意：如果 onConfirm 中需要保持弹窗打开（如排队场景），则不应在这里关闭 + // 由 onConfirm 回调决定是否关闭弹窗 + const shouldClose = await onConfirm(value); + // 如果 onConfirm 返回 false，表示需要保持弹窗打开（排队场景） + if (shouldClose !== false) { + cleanup(); + overlay.remove(); + } + }); + + // 阻止点击遮罩层关闭，只能通过按钮关闭 + // 阻止对话框内的点击事件冒泡到遮罩层 + dialog.on('click', function(event) { + event.stopPropagation(); + }); + + // ESC 键关闭（排除中文输入法组合状态） + const escHandler = (e: KeyboardEvent) => { + // 如果正在使用输入法组合，则忽略 + if (e.isComposing) { + return; + } + if (e.key === 'Escape') { + cleanup(); + document.removeEventListener('keydown', escHandler); + overlay.remove(); + if (onCancel) { + onCancel(); + } + } + }; + document.addEventListener('keydown', escHandler); + + // 自动聚焦 + if (contentControls.focus) { + contentControls.focus(); + } + + // 返回弹窗控制对象，提供确定按钮状态更新功能 + return { + setConfirmButtonState + }; +} + +/** + * 创建输入框内容构建器 + */ +export function createInputContent( + label: string, + defaultValue: string = '', + placeholder?: string +): DialogContentBuilder { + return (dialog: d3.Selection<HTMLDivElement, unknown, null, undefined>, setConfirmButtonState?) => { + const container = dialog.append('div') + .attr('class', 'dialog-form-container'); + + container.append('label') + .attr('class', 'dialog-label') + .text(label); + + const input = container.append('input') + .attr('type', 'text') + .attr('class', 'dialog-input') + .attr('value', defaultValue) + .attr('placeholder', placeholder || ''); + + // 回车键确认（排除中文输入法组合状态） + input.on('keydown', function(event) { + const keyboardEvent = event as KeyboardEvent; + // 如果正在使用输入法组合，则忽略 + if (keyboardEvent.isComposing) { + return; + } + if (keyboardEvent.key === 'Enter') { + const inputNode = input.node() as HTMLInputElement; + const value = inputNode?.value?.trim() || ''; + if (value) { + const dialogElement = dialog.node()?.closest('.dialog'); + if (dialogElement) { + const confirmBtn = dialogElement.querySelector('.dialog-button.confirm') as HTMLButtonElement; + if (confirmBtn && !confirmBtn.disabled) { + confirmBtn.click(); + } + } + } + } + }); + + return { + getValue: () => { + const inputNode = input.node() as HTMLInputElement; + return inputNode?.value?.trim() || ''; + }, + validate: () => { + const inputNode = input.node() as HTMLInputElement; + return (inputNode?.value?.trim() || '').length > 0; + }, + focus: () => { + const inputNode = input.node() as HTMLInputElement; + if (inputNode) { + inputNode.focus(); + inputNode.select(); + } + } + }; + }; +} + +/** + * 创建下拉选择框内容构建器 + */ +export function createSelectContent( + label: string, + options: Array<{ value: string; text: string }>, + defaultValue?: string +): DialogContentBuilder { + return (dialog: d3.Selection<HTMLDivElement, unknown, null, undefined>, setConfirmButtonState?) => { + const container = dialog.append('div') + .attr('class', 'dialog-form-container'); + + container.append('label') + .attr('class', 'dialog-label') + .text(label); + + const select = container.append('select') + .attr('class', 'dialog-select folder-select'); + + // 添加选项 + select.selectAll('option') + .data(options) + .join('option') + .attr('value', d => d.value) + .text(d => d.text); + + // 设置默认值 + if (defaultValue !== undefined) { + select.property('value', defaultValue); + } else if (options.length > 0) { + select.property('value', options[0].value); + } + + return { + getValue: () => { + return select.property('value') || ''; + }, + validate: () => { + return select.property('value') !== ''; + } + }; + }; +} + +/** + * 创建确认弹框内容构建器（只显示文本，不需要输入） + */ +export function createConfirmContent(message: string): DialogContentBuilder { + return (dialog: d3.Selection<HTMLDivElement, unknown, any, any>, setConfirmButtonState?) => { + dialog.append('div') + .attr('class', 'dialog-message') + .text(message); + + return { + getValue: () => true, + validate: () => true + }; + }; +} + +/** + * 显示确认弹框（用于删除等危险操作） + */ +export function showConfirmDialog( + title: string, + message: string, + onConfirm: () => void, + onCancel?: () => void, + confirmText: string = tr('Confirm'), + cancelText: string = tr('Cancel') +): void { + showDialog({ + title, + content: createConfirmContent(message), + onConfirm: () => { + onConfirm(); + }, + onCancel, + confirmText, + cancelText + }); +} + +/** + * 显示提示弹框（用于信息提示，只有一个确定按钮） + */ +export function showAlertDialog( + title: string, + message: string, + onClose?: () => void +): void { + showDialog({ + title, + content: createConfirmContent(message), + onConfirm: () => { + if (onClose) { + onClose(); + } + }, + confirmText: tr('OK'), + cancelText: undefined // 不显示取消按钮 + }); +} + +/** + * 创建组合内容构建器（输入框 + 下拉框） + */ +export function createCombinedContent( + inputLabel: string, + inputDefaultValue: string, + selectLabel: string, + selectOptions: Array<{ value: string; text: string }>, + selectDefaultValue?: string +): DialogContentBuilder { + return (dialog: d3.Selection<HTMLDivElement, unknown, null, undefined>, setConfirmButtonState?) => { + // 输入框 + const inputContainer = dialog.append('div') + .attr('class', 'dialog-form-container'); + + inputContainer.append('label') + .attr('class', 'dialog-label') + .text(inputLabel); + + const input = inputContainer.append('input') + .attr('type', 'text') + .attr('class', 'dialog-input') + .attr('value', inputDefaultValue); + + // 下拉框 + const selectContainer = dialog.append('div') + .attr('class', 'dialog-form-container'); + + selectContainer.append('label') + .attr('class', 'dialog-label') + .text(selectLabel); + + const select = selectContainer.append('select') + .attr('class', 'dialog-select folder-select'); + + // 添加选项 + select.selectAll('option') + .data(selectOptions) + .join('option') + .attr('value', d => d.value) + .text(d => d.text); + + // 设置默认值 + if (selectDefaultValue !== undefined) { + select.property('value', selectDefaultValue); + } else if (selectOptions.length > 0) { + select.property('value', selectOptions[0].value); + } + + // 回车键确认（排除中文输入法组合状态） + input.on('keydown', function(event) { + const keyboardEvent = event as KeyboardEvent; + // 如果正在使用输入法组合，则忽略 + if (keyboardEvent.isComposing) { + return; + } + if (keyboardEvent.key === 'Enter') { + const inputNode = input.node() as HTMLInputElement; + const value = inputNode?.value?.trim() || ''; + if (value) { + const dialogElement = dialog.node()?.closest('.dialog'); + if (dialogElement) { + const confirmBtn = dialogElement.querySelector('.dialog-button.confirm') as HTMLButtonElement; + if (confirmBtn && !confirmBtn.disabled) { + confirmBtn.click(); + } + } + } + } + }); + + return { + getValue: () => { + const inputNode = input.node() as HTMLInputElement; + return { + input: inputNode?.value?.trim() || '', + select: select.property('value') || '' + }; + }, + validate: () => { + const inputNode = input.node() as HTMLInputElement; + return (inputNode?.value?.trim() || '').length > 0; + }, + focus: () => { + const inputNode = input.node() as HTMLInputElement; + if (inputNode) { + inputNode.focus(); + inputNode.select(); + } + } + }; + }; +} + +/** + * 创建“名称 + 目录 + 文本”复合内容（用于 Analyze&Save） + */ +export function createNamePathTextContent( + inputLabel: string, + inputDefaultValue: string, + selectLabel: string, + selectOptions: Array<{ value: string; text: string }>, + selectDefaultValue: string, + textLabel: string, + textDefaultValue: string +): DialogContentBuilder { + return (dialog: d3.Selection<HTMLDivElement, unknown, null, undefined>, setConfirmButtonState?) => { + // 名称输入 + const inputContainer = dialog.append('div') + .attr('class', 'dialog-form-container'); + + inputContainer.append('label') + .attr('class', 'dialog-label') + .text(inputLabel); + + const input = inputContainer.append('input') + .attr('type', 'text') + .attr('class', 'dialog-input') + .attr('value', inputDefaultValue); + + // 目录选择 + const selectContainer = dialog.append('div') + .attr('class', 'dialog-form-container'); + + selectContainer.append('label') + .attr('class', 'dialog-label') + .text(selectLabel); + + const select = selectContainer.append('select') + .attr('class', 'dialog-select folder-select'); + + select.selectAll('option') + .data(selectOptions) + .join('option') + .attr('value', d => d.value) + .text(d => d.text); + + select.property('value', selectDefaultValue || (selectOptions[0]?.value ?? '/')); + + // 文本预览/编辑 + const textContainer = dialog.append('div') + .attr('class', 'dialog-form-container'); + + // 标签和字数显示容器（同一行，左侧标签，右侧字数） + const labelContainer = textContainer.append('div') + .attr('class', 'dialog-label-container'); + + labelContainer.append('label') + .attr('class', 'dialog-label') + .text(textLabel); + + // 字数显示（参照原有文本输入框的实现，放在标签右侧） + const textCountDisplay = labelContainer.append('div') + .attr('class', 'dialog-textarea-counter'); + + const textarea = textContainer.append('textarea') + .attr('class', 'dialog-textarea') + .attr('rows', 6) + .text(textDefaultValue || ''); + + // 更新字数显示的函数 + const updateTextCount = () => { + const textNode = textarea.node() as HTMLTextAreaElement; + const textValue = textNode?.value || ''; + const charCount = countTokenCharacters(textValue); + textCountDisplay.text(`${charCount} 字`); + }; + + // 监听textarea的input事件，实时更新字数 + textarea.on('input', updateTextCount); + + // 初始化时显示字数 + updateTextCount(); + + // 回车键确认（排除中文输入法组合状态） + input.on('keydown', function(event) { + const keyboardEvent = event as KeyboardEvent; + // 如果正在使用输入法组合，则忽略 + if (keyboardEvent.isComposing) { + return; + } + if (keyboardEvent.key === 'Enter') { + const inputNode = input.node() as HTMLInputElement; + const value = inputNode?.value?.trim() || ''; + if (value) { + const dialogElement = dialog.node()?.closest('.dialog'); + if (dialogElement) { + const confirmBtn = dialogElement.querySelector('.dialog-button.confirm') as HTMLButtonElement; + if (confirmBtn && !confirmBtn.disabled) { + confirmBtn.click(); + } + } + } + } + }); + + return { + getValue: () => { + const inputNode = input.node() as HTMLInputElement; + const textNode = textarea.node() as HTMLTextAreaElement; + return { + input: inputNode?.value?.trim() || '', + select: select.property('value') || '', + text: textNode?.value ?? '' + }; + }, + validate: () => { + const inputNode = input.node() as HTMLInputElement; + return (inputNode?.value?.trim() || '').length > 0; + }, + focus: () => { + const inputNode = input.node() as HTMLInputElement; + if (inputNode) { + inputNode.focus(); + inputNode.select(); + } + } + }; + }; +} + +/** + * 创建 URL 输入弹窗内容（URL 输入框） + */ +export function createUrlInputContent( + label: string, + defaultValue: string = '', + placeholder?: string +): DialogContentBuilder { + return (dialog: d3.Selection<HTMLDivElement, unknown, null, undefined>, setConfirmButtonState?) => { + const container = dialog.append('div') + .attr('class', 'dialog-form-container'); + + container.append('label') + .attr('class', 'dialog-label') + .text(label); + + const input = container.append('input') + .attr('type', 'url') + .attr('class', 'dialog-input') + .attr('value', defaultValue) + .attr('placeholder', placeholder || 'https://example.com'); + + // 回车键确认（排除中文输入法组合状态） + input.on('keydown', function(event) { + const keyboardEvent = event as KeyboardEvent; + // 如果正在使用输入法组合，则忽略 + if (keyboardEvent.isComposing) { + return; + } + if (keyboardEvent.key === 'Enter') { + const inputNode = input.node() as HTMLInputElement; + const value = inputNode?.value?.trim() || ''; + if (value) { + const dialogElement = dialog.node()?.closest('.dialog'); + if (dialogElement) { + const confirmBtn = dialogElement.querySelector('.dialog-button.confirm') as HTMLButtonElement; + if (confirmBtn && !confirmBtn.disabled) { + confirmBtn.click(); + } + } + } + } + }); + + return { + getValue: () => { + const inputNode = input.node() as HTMLInputElement; + return inputNode?.value?.trim() || ''; + }, + validate: () => { + const inputNode = input.node() as HTMLInputElement; + const value = inputNode?.value?.trim() || ''; + // 基本的 URL 验证 + if (value.length === 0) { + return false; + } + try { + new URL(value); + return true; + } catch { + return false; + } + }, + focus: () => { + const inputNode = input.node() as HTMLInputElement; + if (inputNode) { + inputNode.focus(); + inputNode.select(); + } + } + }; + }; +} + diff --git a/client/src/ts/ui/folderOperations.ts b/client/src/ts/ui/folderOperations.ts new file mode 100644 index 0000000000000000000000000000000000000000..90e27550ce1f426a3788ac0fff3629a88bde260f --- /dev/null +++ b/client/src/ts/ui/folderOperations.ts @@ -0,0 +1,104 @@ +/** + * 文件夹操作对话框模块 + * 提供移动、重命名、删除操作的对话框 + */ +import { showDialog, createSelectContent, createInputContent, showConfirmDialog } from './dialog'; +import { tr, trf } from '../lang/i18n-lite'; + +export function showMoveDialog( + folders: string[], + currentPath: string, + onConfirm: (targetPath: string) => void +): void { + // 排序文件夹列表：直接按路径名称排序 + const sortedFolders = [...folders].sort((a, b) => { + // 根目录排在最前面 + if (a === '/' || a === '') { + if (b === '/' || b === '') return 0; + return -1; + } + if (b === '/' || b === '') return 1; + + // 直接按路径字符串排序 + return a.localeCompare(b, 'zh-CN', { numeric: true, sensitivity: 'base' }); + }); + + // 转换为选项格式 + const options = sortedFolders.map(folder => ({ + value: folder, + text: folder === '' || folder === '/' ? tr('/ (Root)') : folder + })); + + // 获取上次选择的路径（从 localStorage） + const lastSelectedPathKey = 'lastMoveTargetPath'; + const lastSelectedPath = localStorage.getItem(lastSelectedPathKey); + + // 设置默认选择：优先使用上次选择的路径，如果不存在则使用当前路径，最后使用根目录 + let defaultPath = '/'; + if (lastSelectedPath && sortedFolders.includes(lastSelectedPath)) { + defaultPath = lastSelectedPath; + } else if (currentPath && sortedFolders.includes(currentPath)) { + defaultPath = currentPath; + } else if (sortedFolders.length > 0) { + defaultPath = sortedFolders[0]; + } + + showDialog({ + title: tr('Move to...'), + content: createSelectContent(tr('Target folder:'), options, defaultPath), + onConfirm: (targetPath: string) => { + // 保存选择的路径到 localStorage + localStorage.setItem(lastSelectedPathKey, targetPath); + onConfirm(targetPath); + }, + cancelText: tr('Cancel') + }); +} + +export function showRenameDialog( + currentName: string, + onConfirm: (newName: string) => void +): void { + showDialog({ + title: tr('Rename'), + content: createInputContent(tr('New name:'), currentName), + onConfirm: (newName: string) => { + if (newName) { + onConfirm(newName); + } + }, + cancelText: tr('Cancel') + }); +} + +export function showDeleteConfirm( + itemName: string, + itemType: 'file' | 'folder', + onConfirm: () => void +): void { + const itemTypeText = itemType === 'folder' ? tr('Folder') : tr('File'); + showConfirmDialog( + tr('Confirm deletion'), + `${trf('Are you sure you want to delete {type} "{name}"?', { type: itemTypeText, name: itemName })}\n\n${tr('This action cannot be undone.')}`, + onConfirm, + undefined, + tr('Delete'), + tr('Cancel') + ); +} + +export function showCreateFolderDialog( + onConfirm: (folderName: string) => void +): void { + showDialog({ + title: tr('New folder'), + content: createInputContent(tr('Folder name:'), '', tr('Enter folder name')), + onConfirm: (folderName: string) => { + if (folderName) { + onConfirm(folderName); + } + }, + cancelText: tr('Cancel') + }); +} + diff --git a/client/src/ts/ui/itemMenu.ts b/client/src/ts/ui/itemMenu.ts new file mode 100644 index 0000000000000000000000000000000000000000..5fe531f035c5f3d7486c936b903111fc11795af4 --- /dev/null +++ b/client/src/ts/ui/itemMenu.ts @@ -0,0 +1,296 @@ +/** + * 菜单按钮组件 + * 为每个demo项或文件夹项提供操作菜单（移动、重命名、删除） + */ +import * as d3 from 'd3'; +import { isMobileDevice } from '../utils/responsive'; +import { tr } from '../lang/i18n-lite'; + +// 全局菜单管理器：确保同时只有一个菜单打开 +let currentOpenMenu: ItemMenu | null = null; + +export type ItemMenu = { + show: () => void; + hide: () => void; + remove: () => void; + showButton: () => void; + hideButton: () => void; +}; + +export function createItemMenu( + item: { type: 'folder' | 'file', name: string, path: string }, + onMove: () => void, + onRename: () => void, + onDelete: () => void, + buttonNode?: HTMLElement | null // 可选的按钮节点，用于定位菜单 +): ItemMenu { + let menuVisible = false; + let menuElement: d3.Selection<HTMLDivElement, any, any, any> | null = null; + let actualButtonNode: HTMLElement | null = buttonNode || null; + + // 检测是否为移动端 + const isMobile = isMobileDevice(); + + // 创建菜单按钮（汉堡图标） + const menuButton = d3.create('button') + .attr('class', 'demo-item-menu-btn') + .html('☰') + .attr('title', tr('More actions')) + .style('background', 'transparent') + .style('border', 'none') + .style('color', 'var(--text-color)') + .style('cursor', 'pointer') + .style('font-size', '16px') + .style('line-height', '1') + .style('padding', '0 4px') + .style('opacity', isMobile ? '0.4' : '0') + .style('transition', 'opacity 0.2s') + .style('flex-shrink', '0') + .style('margin-left', '1px') + .on('mouseenter', function() { + if (!menuVisible) { + d3.select(this).style('opacity', '1'); + } + }) + .on('mouseleave', function() { + if (!menuVisible) { + // 不在这里隐藏按钮，由demo-item的mouseleave事件控制 + d3.select(this).style('opacity', '0.6'); + } + }) + .on('click', function(event) { + event.stopPropagation(); + // 更新实际按钮节点 + actualButtonNode = this as HTMLElement; + if (menuVisible) { + hide(); + } else { + show(); + } + }); + + // 创建菜单实例对象（用于全局管理） + const menuInstance: ItemMenu = { + show: () => {}, + hide: () => {}, + remove: () => {}, + showButton: () => {}, + hideButton: () => {} + }; + + const show = () => { + if (menuVisible) return; + + // 关闭之前打开的菜单 + if (currentOpenMenu && currentOpenMenu !== menuInstance) { + currentOpenMenu.hide(); + } + currentOpenMenu = menuInstance; + + menuVisible = true; + if (actualButtonNode) { + d3.select(actualButtonNode).style('opacity', '1'); + } else { + menuButton.style('opacity', '1'); + } + + // 使用实际按钮节点进行定位 + const button = actualButtonNode || menuButton.node(); + if (!button) return; + + const rect = button.getBoundingClientRect(); + const menuWidth = 120; // 菜单宽度 + const spacing = 4; // 间距 + + // 计算菜单位置：显示在按钮下方，右对齐到按钮 + let left = rect.right - menuWidth; + let top = rect.bottom + spacing; + + // 确保菜单不超出视口边界 + if (left < 0) left = rect.left; + if (left + menuWidth > window.innerWidth) left = window.innerWidth - menuWidth - spacing; + if (top < 0) top = spacing; + + menuElement = d3.select('body').append('div') + .attr('class', 'demo-item-menu') + .style('position', 'fixed') + .style('background', 'var(--bg-color, #fff)') + .style('border', '1px solid var(--border-color, #ddd)') + .style('border-radius', '4px') + .style('box-shadow', '0 2px 8px rgba(0,0,0,0.15)') + .style('z-index', '1000') + .style('min-width', `${menuWidth}px`) + .style('padding', '4px 0') + .style('left', `${left}px`) + .style('top', `${top}px`); + + // 菜单项（简约风格 SVG 图标） + const menuItems = [ + { + icon: '<svg width="12" height="12" viewBox="0 0 12 12" fill="none" stroke="currentColor" stroke-width="1.5" stroke-linecap="round" stroke-linejoin="round"><path d="M2 6h8M7 3l3 3-3 3"/></svg>', + label: tr('Move to...'), + action: onMove + }, + { + icon: '<svg width="12" height="12" viewBox="0 0 12 12" fill="none" stroke="currentColor" stroke-width="1.5" stroke-linecap="round" stroke-linejoin="round"><path d="M8 2l2 2-6 6H2V8l6-6z"/></svg>', + label: tr('Rename'), + action: onRename + }, + { + icon: '<svg width="12" height="12" viewBox="0 0 12 12" fill="none" stroke="currentColor" stroke-width="1.5" stroke-linecap="round" stroke-linejoin="round"><path d="M3 3l6 6M9 3l-6 6"/></svg>', + label: tr('Delete'), + action: onDelete + } + ]; + + const menuItemSelection = menuElement.selectAll('.menu-item') + .data(menuItems) + .join('div') + .attr('class', 'menu-item') + .style('padding', '6px 16px') + .style('cursor', 'pointer') + .style('color', 'var(--text-color)') + .style('font-size', '13px') + .style('transition', 'background 0.2s') + .style('display', 'flex') + .style('align-items', 'center') + .style('gap', '8px') + .on('mouseenter', function() { + d3.select(this).style('background', 'var(--hover-bg-color, #f0f0f0)'); + }) + .on('mouseleave', function() { + d3.select(this).style('background', 'transparent'); + }) + .on('click', function(event, d) { + event.stopPropagation(); + hide(); + d.action(); + }); + + // 添加图标 + menuItemSelection.each(function(d) { + const container = d3.select(this); + container.append('span') + .style('display', 'inline-flex') + .style('align-items', 'center') + .style('opacity', '0.7') + .html(d.icon); + container.append('span') + .text(d.label); + }); + + // 点击外部关闭菜单 + const clickHandler = (event: MouseEvent) => { + const target = event.target as Node; + if (menuElement && menuElement.node() && !menuElement.node()?.contains(target) && + button && !button.contains(target)) { + hide(); + document.removeEventListener('click', clickHandler); + } + }; + + // 延迟添加事件监听，避免立即触发 + setTimeout(() => { + document.addEventListener('click', clickHandler); + }, 0); + }; + + const hide = () => { + if (!menuVisible) return; + menuVisible = false; + if (actualButtonNode) { + d3.select(actualButtonNode).style('opacity', '0.6'); + } else { + menuButton.style('opacity', '0.6'); + } + if (menuElement) { + menuElement.remove(); + menuElement = null; + } + // 清除全局引用 + if (currentOpenMenu === menuInstance) { + currentOpenMenu = null; + } + }; + + const remove = () => { + hide(); + menuButton.remove(); + }; + + const showButton = () => { + if (menuVisible) return; // 如果菜单已打开，不改变按钮透明度 + if (actualButtonNode) { + d3.select(actualButtonNode).style('opacity', '0.6'); + } else { + menuButton.style('opacity', '0.6'); + } + }; + + const hideButton = () => { + if (menuVisible) return; // 如果菜单已打开，保持按钮可见 + // 移动端不隐藏按钮 + if (isMobile) return; + if (actualButtonNode) { + d3.select(actualButtonNode).style('opacity', '0'); + } else { + menuButton.style('opacity', '0'); + } + }; + + // 更新菜单实例对象 + menuInstance.show = show; + menuInstance.hide = hide; + menuInstance.remove = remove; + menuInstance.showButton = showButton; + menuInstance.hideButton = hideButton; + + return menuInstance; +} + +// 导出菜单按钮的创建函数，供外部使用 +export function createMenuButton( + item: { type: 'folder' | 'file', name: string, path: string }, + onMove: () => void, + onRename: () => void, + onDelete: () => void +): { button: d3.Selection<HTMLButtonElement, any, any, any>, menu: ItemMenu } { + // 检测是否为移动端 + const isMobile = isMobileDevice(); + + // 创建菜单按钮（汉堡图标） + const menuButton = d3.create('button') + .attr('class', 'demo-item-menu-btn') + .html('☰') + .attr('title', tr('More actions')) + .style('background', 'transparent') + .style('border', 'none') + .style('color', 'var(--text-color)') + .style('cursor', 'pointer') + .style('font-size', '16px') + .style('line-height', '1') + .style('padding', '0 4px') + .style('opacity', isMobile ? '0.4' : '0') + .style('transition', 'opacity 0.2s') + .style('flex-shrink', '0') + .style('margin-left', '1px') + .on('mouseenter', function() { + d3.select(this).style('opacity', '1'); + }) + .on('mouseleave', function() { + // 不在这里隐藏按钮，由demo-item的mouseleave事件控制 + d3.select(this).style('opacity', '0.6'); + }); + + // 创建菜单，传递按钮节点 + const menu = createItemMenu(item, onMove, onRename, onDelete, menuButton.node()); + + // 设置按钮点击事件 + menuButton.on('click', function(event) { + event.stopPropagation(); + menu.show(); + }); + + return { button: menuButton, menu }; +} + diff --git a/client/src/ts/ui/language.ts b/client/src/ts/ui/language.ts new file mode 100644 index 0000000000000000000000000000000000000000..0f2e4c938b36c1adea40b1435665c432b6f8a1a4 --- /dev/null +++ b/client/src/ts/ui/language.ts @@ -0,0 +1,53 @@ +import * as d3 from 'd3'; +import { getCurrentLanguage, setLanguage, type Language } from '../lang/i18n-lite'; +import { tr } from '../lang/i18n-lite'; +import { createSettingsDropdown } from './settingsDropdown'; + +export type LanguageManagerOptions = { + onLanguageChange?: () => void; +}; + +export type LanguageManager = { + dispose: () => void; +}; + +const languageOptions: Array<{ lang: Language; label: string }> = [ + { lang: 'en', label: 'English' }, + { lang: 'zh', label: 'Chinese' }, +]; + +export function initLanguageManager(options: LanguageManagerOptions = {}, containerSelector: string = '#language_toggle'): LanguageManager { + const { onLanguageChange } = options; + const container = d3.select(containerSelector); + + const selectLang = (lang: Language) => { + setLanguage(lang); + dropdown.updateCurrent(lang); + onLanguageChange?.(); + location.reload(); + }; + + const dropdown = createSettingsDropdown<Language>({ + container, + classPrefix: 'language', + options: languageOptions.map(({ lang, label }) => ({ value: lang, html: `<span>${tr(label)}</span>` })), + dataAttr: 'data-lang', + bodyClickNamespace: 'language-dropdown', + onSelect: selectLang, + }); + + const storageListener = (event: StorageEvent) => { + if (event.key !== 'app_language') return; + if (event.newValue === 'en' || event.newValue === 'zh') location.reload(); + }; + + dropdown.updateCurrent(getCurrentLanguage()); + window.addEventListener('storage', storageListener); + + return { + dispose: () => { + window.removeEventListener('storage', storageListener); + dropdown.dispose(); + }, + }; +} diff --git a/client/src/ts/ui/pathNavigator.ts b/client/src/ts/ui/pathNavigator.ts new file mode 100644 index 0000000000000000000000000000000000000000..881d2a8ecc3a609f443ed3228fc1cdde7935ddce --- /dev/null +++ b/client/src/ts/ui/pathNavigator.ts @@ -0,0 +1,124 @@ +/** + * 路径导航栏组件 + * 显示面包屑导航，支持点击跳转 + */ +import * as d3 from 'd3'; +import { tr } from '../lang/i18n-lite'; + +export type PathNavigator = { + update: (path: string) => void; +}; + +export function createPathNavigator( + container: d3.Selection<HTMLElement, any, any, any>, + currentPath: string, + onPathChange: (path: string) => void, + onCreateFolder?: () => void +): PathNavigator { + const navWrapper = container.append('div') + .attr('class', 'demo-path-nav-wrapper') + .style('display', 'flex') + .style('align-items', 'center') + .style('justify-content', 'space-between') + .style('gap', '10px'); + + const navContainer = navWrapper.append('div') + .attr('class', 'demo-path-navigator') + .style('flex', '1') + .style('font-size', '12px') + .style('color', 'var(--text-color)'); + + // 新建文件夹按钮 + if (onCreateFolder) { + const createBtn = navWrapper.append('button') + .attr('class', 'refresh-btn') + .attr('title', tr('New folder')) + .style('flex-shrink', '0') + .text('+') + .on('click', function() { + onCreateFolder(); + }); + } + + const update = (path: string) => { + navContainer.selectAll('*').remove(); + + // 解析路径段 + const pathSegments: Array<{ name: string; path: string; isRoot?: boolean }> = []; + + // 根目录 + pathSegments.push({ name: '', path: '/', isRoot: true }); + + if (path && path !== '/') { + // 分割路径（去掉开头的 "/"） + const segments = path.split('/').filter(s => s); + let currentFullPath = '/'; + + segments.forEach(segment => { + // 统一使用 "/" 开头的路径格式 + currentFullPath = currentFullPath === '/' ? `/${segment}` : `${currentFullPath}/${segment}`; + pathSegments.push({ + name: decodeURIComponent(segment), + path: currentFullPath + }); + }); + } + + // 渲染路径段 + const pathItems = navContainer.selectAll('.path-segment') + .data(pathSegments) + .join('span') + .attr('class', 'path-segment') + .style('cursor', 'pointer') + .style('color', 'var(--text-color)') + .style('opacity', '0.7') + .style('transition', 'opacity 0.2s') + .on('mouseenter', function() { + d3.select(this).style('opacity', '1'); + }) + .on('mouseleave', function() { + d3.select(this).style('opacity', '0.7'); + }) + .on('click', function(_, d) { + onPathChange(d.path); + }) + .each(function(d) { + const seg = d3.select(this); + if (d.isRoot) { + seg + .attr('title', tr('/(Root)')) + .attr('aria-label', tr('/(Root)')) + .text('⌂'); + return; + } + seg.text(d.name); + }); + + // 添加分隔符 + const separators = navContainer.selectAll('.path-separator') + .data(pathSegments.slice(0, -1)) + .join('span') + .attr('class', 'path-separator') + .style('margin', '0 6px') + .style('opacity', '0.5') + .text(' > '); + + // 重新排序：将分隔符插入到正确位置 + pathItems.each(function(d, i) { + if (i > 0) { + const separator = separators.filter((_, idx) => idx === i - 1); + const separatorNode = separator.node() as HTMLElement | null; + const thisNode = this as HTMLElement; + if (separatorNode && thisNode.parentNode) { + thisNode.parentNode.insertBefore(separatorNode, thisNode); + } + } + }); + }; + + // 初始渲染 + update(currentPath); + + return { update }; +} + diff --git a/client/src/ts/ui/settingsDropdown.ts b/client/src/ts/ui/settingsDropdown.ts new file mode 100644 index 0000000000000000000000000000000000000000..c8d06136ef74f2936de4408ca5064cf6c7680fa6 --- /dev/null +++ b/client/src/ts/ui/settingsDropdown.ts @@ -0,0 +1,110 @@ +import * as d3 from 'd3'; + +export type SettingsDropdownOption<T> = { + value: T; + html: string; +}; + +/** 共享 class，便于 CSS 复用，新增下拉类型时无需改样式 */ +const SHARED = { + container: 'settings-dropdown', + btn: 'settings-dropdown-btn', + menu: 'settings-dropdown-menu', + option: 'settings-dropdown-option', +} as const; + +export type CreateSettingsDropdownOptions<T> = { + container: d3.Selection<Element | d3.BaseType, unknown, HTMLElement, unknown>; + classPrefix: string; + options: SettingsDropdownOption<T>[]; + dataAttr: string; + bodyClickNamespace: string; + onSelect: (value: T) => void; +}; + +export type SettingsDropdown<T> = { + updateCurrent: (value: T) => void; + dispose: () => void; +}; + +/** + * 创建设置菜单内使用的下拉（主题/语言等）共用 DOM 与开合逻辑 + */ +export function createSettingsDropdown<T extends string>( + config: CreateSettingsDropdownOptions<T> +): SettingsDropdown<T> { + const { container, classPrefix, options, dataAttr, bodyClickNamespace, onSelect } = config; + const containerClass = `${classPrefix}-dropdown-container`; + const currentBtnClass = `${classPrefix}-current-btn`; + const menuClass = `${classPrefix}-dropdown-menu`; + const optionClass = `${classPrefix}-option`; + + container.html(''); + const dropdownContainer = container.append('div').attr('class', `${containerClass} ${SHARED.container}`); + const currentButton = dropdownContainer.append('button').attr('class', `${currentBtnClass} ${SHARED.btn}`).attr('type', 'button'); + const dropdownMenu = dropdownContainer.append('div').attr('class', `${menuClass} ${SHARED.menu}`); + + options.forEach(({ value, html }) => { + const option = dropdownMenu + .append('button') + .attr('class', `${optionClass} ${optionClass}-${value} ${SHARED.option}`) + .attr(dataAttr, value) + .attr('type', 'button') + .html(html); + option.on('click', function (event: MouseEvent) { + event.stopPropagation(); + if (d3.select(this).classed('active')) return; + onSelect(d3.select(this).attr(dataAttr) as T); + closeDropdown(); + }); + }); + + const updateCurrent = (value: T) => { + const opt = options.find((o) => o.value === value); + if (opt) currentButton.html(opt.html); + dropdownMenu.selectAll(`.${optionClass}`).classed('active', function () { + return d3.select(this).attr(dataAttr) === value; + }); + }; + + let isOpen = false; + const openDropdown = () => { + isOpen = true; + dropdownMenu.classed('open', true); + currentButton.classed('active', true); + }; + const closeDropdown = () => { + isOpen = false; + dropdownMenu.classed('open', false); + currentButton.classed('active', false); + }; + + currentButton.on('click', (event: MouseEvent) => { + event.stopPropagation(); + if (isOpen) closeDropdown(); + else openDropdown(); + }); + + // 统一处理：点击下拉容器外的任何地方都关闭（包括设置菜单的其他部分） + const bodyClickHandler = (event: MouseEvent) => { + if (!isOpen) return; + const target = event.target as HTMLElement; + const containerNode = dropdownContainer.node(); + // 如果点击不在下拉容器内，就关闭（包括设置菜单的其他部分和页面其他地方） + if (containerNode && !containerNode.contains(target)) { + closeDropdown(); + } + }; + // 使用捕获阶段监听，确保即使有 stopPropagation 也能捕获到 + setTimeout(() => { + document.addEventListener('click', bodyClickHandler, true); + }, 0); + + return { + updateCurrent, + dispose: () => { + document.removeEventListener('click', bodyClickHandler, true); + container.selectAll('*').remove(); + }, + }; +} diff --git a/client/src/ts/ui/theme.ts b/client/src/ts/ui/theme.ts new file mode 100644 index 0000000000000000000000000000000000000000..8f7eeae166946ee7b133eafbb30111c04847bf20 --- /dev/null +++ b/client/src/ts/ui/theme.ts @@ -0,0 +1,145 @@ +import * as d3 from 'd3'; +import { tr } from '../lang/i18n-lite'; +import { createSettingsDropdown } from './settingsDropdown'; + +export type Theme = 'light' | 'dark'; +export type ThemeMode = 'light' | 'dark' | 'auto'; + +export type ThemeManagerOptions = { + onThemeChange?: (theme: Theme) => void; +}; + +export type ThemeManager = { + dispose: () => void; +}; + +function getSystemTheme(): Theme { + if (window.matchMedia) { + return window.matchMedia('(prefers-color-scheme: dark)').matches ? 'dark' : 'light'; + } + return 'light'; +} + +function getActualTheme(mode: ThemeMode): Theme { + if (mode === 'auto') return getSystemTheme(); + return mode; +} + +function getInitialThemeMode(): ThemeMode { + const savedMode = localStorage.getItem('theme-mode') as ThemeMode | null; + if (savedMode && ['light', 'dark', 'auto'].includes(savedMode)) return savedMode; + const oldTheme = localStorage.getItem('theme') as Theme | null; + if (oldTheme === 'light' || oldTheme === 'dark') { + localStorage.removeItem('theme'); + return oldTheme; + } + return 'auto'; +} + +/** + * 无主题控件时仅同步 data-theme（与首页设置通过 localStorage 联动，含跨标签 storage 与 auto 模式下的系统主题变化） + */ +export function applyStoredTheme(options: ThemeManagerOptions = {}): { dispose: () => void } { + const { onThemeChange } = options; + + const applyTheme = (theme: Theme) => { + document.documentElement.setAttribute('data-theme', theme); + onThemeChange?.(theme); + }; + + const initialMode = getInitialThemeMode(); + applyTheme(getActualTheme(initialMode)); + + const storageListener = (event: StorageEvent) => { + if (event.key !== 'theme-mode') return; + const mode = getInitialThemeMode(); + applyTheme(getActualTheme(mode)); + }; + window.addEventListener('storage', storageListener); + + let mediaQuery: MediaQueryList | null = null; + const systemThemeListener = () => { + const currentMode = localStorage.getItem('theme-mode') as ThemeMode | null; + if (currentMode === 'auto' || (!currentMode && !localStorage.getItem('theme'))) { + applyTheme(mediaQuery!.matches ? 'dark' : 'light'); + } + }; + if (window.matchMedia) { + mediaQuery = window.matchMedia('(prefers-color-scheme: dark)'); + mediaQuery.addEventListener('change', systemThemeListener); + } + + return { + dispose: () => { + mediaQuery?.removeEventListener('change', systemThemeListener); + window.removeEventListener('storage', storageListener); + }, + }; +} + +export function initThemeManager(options: ThemeManagerOptions = {}, containerSelector: string = '#dark_mode_toggle'): ThemeManager { + const { onThemeChange } = options; + const container = d3.select(containerSelector); + const themeOptions: Array<{ mode: ThemeMode; icon: string; label: string }> = [ + { mode: 'light', icon: '☀️', label: tr('Light') }, + { mode: 'dark', icon: '🌙', label: tr('Dark') }, + { mode: 'auto', icon: '🔄', label: tr('Auto') }, + ]; + + const applyTheme = (theme: Theme) => { + document.documentElement.setAttribute('data-theme', theme); + onThemeChange?.(theme); + }; + + const setThemeMode = (mode: ThemeMode, persist: boolean = true) => { + if (persist) localStorage.setItem('theme-mode', mode); + else localStorage.removeItem('theme-mode'); + applyTheme(getActualTheme(mode)); + dropdown.updateCurrent(mode); + }; + + const dropdown = createSettingsDropdown<ThemeMode>({ + container, + classPrefix: 'theme', + options: themeOptions.map(({ mode, icon, label }) => ({ + value: mode, + html: `${icon} <span>${label}</span>`, + })), + dataAttr: 'data-mode', + bodyClickNamespace: 'theme-dropdown', + onSelect: setThemeMode, + }); + + const storageListener = (event: StorageEvent) => { + if (event.key !== 'theme-mode') return; + const mode = getInitialThemeMode(); + applyTheme(getActualTheme(mode)); + dropdown.updateCurrent(mode); + }; + + const initialMode = getInitialThemeMode(); + dropdown.updateCurrent(initialMode); + applyTheme(getActualTheme(initialMode)); + + let mediaQuery: MediaQueryList | null = null; + const systemThemeListener = () => { + const currentMode = localStorage.getItem('theme-mode') as ThemeMode | null; + if (currentMode === 'auto' || (!currentMode && !localStorage.getItem('theme'))) { + applyTheme(mediaQuery!.matches ? 'dark' : 'light'); + } + }; + if (window.matchMedia) { + mediaQuery = window.matchMedia('(prefers-color-scheme: dark)'); + mediaQuery.addEventListener('change', systemThemeListener); + } + window.addEventListener('storage', storageListener); + + return { + dispose: () => { + mediaQuery?.removeEventListener('change', systemThemeListener); + window.removeEventListener('storage', storageListener); + dropdown.dispose(); + }, + }; +} + diff --git a/client/src/ts/ui/toast.ts b/client/src/ts/ui/toast.ts new file mode 100644 index 0000000000000000000000000000000000000000..14d662db4412a2a13af256a119c5335f3c049058 --- /dev/null +++ b/client/src/ts/ui/toast.ts @@ -0,0 +1,50 @@ +import * as d3 from 'd3'; + +export type ToastType = 'success' | 'error'; + +export type ToastController = { + show: (message: string, type?: ToastType, duration?: number) => void; +}; + +export function createToast(selector: string): ToastController { + const toast = d3.select(selector); + let dismissTimer: ReturnType<typeof setTimeout> | null = null; + + const dismiss = () => { + toast.classed('show', false); + setTimeout(() => { + toast.selectAll('*').remove(); + toast.text('').classed('success', false).classed('error', false).classed('dismissible', false); + }, 300); + }; + + const show = (message: string, type: ToastType = 'success', duration = 3000) => { + if (dismissTimer) { + clearTimeout(dismissTimer); + dismissTimer = null; + } + toast.selectAll('*').remove(); + + toast + .classed('success', type === 'success') + .classed('error', type === 'error') + .classed('dismissible', type === 'error') + .classed('show', true); + + if (type === 'error') { + toast.append('span').attr('class', 'toast-message').text(message); + toast.append('button') + .attr('class', 'toast-close') + .attr('type', 'button') + .attr('aria-label', 'Close') + .text('×') + .on('click', () => dismiss()); + } else { + toast.text(message); + dismissTimer = setTimeout(dismiss, duration); + } + }; + + return { show }; +} + diff --git a/client/src/ts/utils/GlobalVars.ts b/client/src/ts/utils/GlobalVars.ts new file mode 100644 index 0000000000000000000000000000000000000000..39c7a23235f307dffeff7ce197e1812fba239b85 --- /dev/null +++ b/client/src/ts/utils/GlobalVars.ts @@ -0,0 +1,4 @@ +export const GlobalEvents = { + window_resize: 'GlobalEvents_wr', + main_resize: 'GlobalEvents_mr' +} \ No newline at end of file diff --git a/client/src/ts/utils/SVGplus.ts b/client/src/ts/utils/SVGplus.ts new file mode 100644 index 0000000000000000000000000000000000000000..a3ce22b1f1ed017b6dd3616e629cbf344a2d9ecb --- /dev/null +++ b/client/src/ts/utils/SVGplus.ts @@ -0,0 +1,38 @@ +import * as d3 from "d3" + +/** + * Created by hen on 5/15/17. + */ +export class SVG { + static translate({x, y}) { + return "translate(" + x + "," + y + ")" + } + + static group(parent, classes, pos = {x: 0, y: 0}) { + return parent.append('g').attrs({ + class: classes, + "transform": SVG.translate(pos) + }) + } + +} + +export class SVGMeasurements { + + private measureElement: d3.Selection<any, any, any, any>; + + constructor(baseElement, classes = '') { + this.measureElement = baseElement.append('text') + .attrs({x: 0, y: -20, class: classes}) + + } + + textLength(text, style = null) { + this.measureElement.attr('style', style); + this.measureElement.text(text); + const tl = (<SVGTextElement> this.measureElement.node()).getComputedTextLength(); + this.measureElement.text(''); + + return tl; + } +} \ No newline at end of file diff --git a/client/src/ts/utils/SimpleEventHandler.ts b/client/src/ts/utils/SimpleEventHandler.ts new file mode 100644 index 0000000000000000000000000000000000000000..4ef884cd4fc3090f1f0b88a920cb75d4baf92c59 --- /dev/null +++ b/client/src/ts/utils/SimpleEventHandler.ts @@ -0,0 +1,30 @@ +/** + * Created by hen on 5/15/17. + */ +export class SimpleEventHandler { + + element: Element; + eventListeners: object[]; + + constructor(element: Element) { + this.element = element; + this.eventListeners = [] + } + + bind(eventNames: string, eventFunction: Function) { + for (const eventName of eventNames.split(' ')) { + this.eventListeners.push({eventName, eventFunction}); + const eventFunctionWrap = e => eventFunction(e.detail, e); + this.element.addEventListener(eventName, eventFunctionWrap, false); + } + } + + getListeners() { + return this.eventListeners; + } + + trigger(eventName: string, detail: object) { + this.element.dispatchEvent(new CustomEvent(eventName, {detail})); + } + +} \ No newline at end of file diff --git a/client/src/ts/utils/SurprisalColorConfig.ts b/client/src/ts/utils/SurprisalColorConfig.ts new file mode 100644 index 0000000000000000000000000000000000000000..6e2cebdd1769976e0898017a2b2efc2e05a8b608 --- /dev/null +++ b/client/src/ts/utils/SurprisalColorConfig.ts @@ -0,0 +1,174 @@ +import * as d3 from "d3"; +import { isFiniteNumber } from "./Util"; + +/** + * 惊讶度颜色配置模块 + * 统一管理文本渲染和直方图的红色颜色配置 + */ + +// ========================================== +// 常量定义 +// ========================================== + +/** Token surprisal 的最大值，用于颜色映射（默认上限，可被调用方传入的可选 max 覆盖） */ +const TOKEN_SURPRISAL_MAX = 18; + +/** Byte surprisal 的最大值，用于颜色映射 */ +const BYTE_SURPRISAL_MAX = 6; + +/** + * Chat 页 token 底色映射上限（bits 或 bits/Byte，取决于 classic/density）， + * 与 {@link getTokenSurprisalColor} / {@link getByteSurprisalColor} 的可选 max 参数同一机制，仅收窄动态范围。 + */ +export const CHAT_SURPRISAL_COLOR_MAP_MAX = 2; + +/** Token–query semantic similarity 的最大值，用于直方图颜色映射 */ +const SEMANTIC_SIMILARITY_MAX = 1; + +/** Minimap 颜色因子：用于放大颜色强度，因为平均后的byte surprisal密度会过小，需要放大以在minimap中更明显 */ +export const MINIMAP_COLOR_FACTOR = 1.3; + +/** + * Semantic minimap 颜色因子：用于减弱语义 chunk match 颜色强度 + * （语义模式下颜色往往会偏“深”，因此通过因子让整体更浅） + */ +export const SEMANTIC_MINIMAP_COLOR_FACTOR = 0.4; + +/** 红色 #ff4740，用于 surprisal 与语义匹配度 */ +const SURPRISAL_RED_RGB = "255, 71, 64"; +const SURPRISAL_MAX_ALPHA = 0.7; + +/** 直方图渐变最浅色 alpha 下限（10% 区间），供直方图使用方配置 */ +export const HISTOGRAM_MIN_ALPHA = 0.1 * SURPRISAL_MAX_ALPHA; + +/** + * 根据归一化值获取对应的颜色（输入值应在[0,1]区间） + * @param normalizedValue 归一化后的值，范围[0,1] + * @param minAlpha alpha 下限，默认不限制 + */ +export function getSurprisalColorNormalized(normalizedValue: number, minAlpha?: number): string { + const clampedValue = Math.max(0, Math.min(1, normalizedValue)); + let alpha = clampedValue * SURPRISAL_MAX_ALPHA; + if (minAlpha != null) alpha = Math.max(minAlpha, alpha); + return `rgba(${SURPRISAL_RED_RGB}, ${alpha})`; +} + +/** + * 将值线性映射到 [0, 1] 区间（value < 0 → 0，value >= maxValue → 1） + * @param value 原始值 + * @param maxValue 最大值 + * @returns 归一化后的值，范围 [0, 1] + */ +function normalizeTo_01(value: number, maxValue: number): number { + if (value < 0) { + return 0; + } else if (value >= maxValue) { + return 1; + } else { + return value / maxValue; // 线性映射到[0, 1] + } +} + +/** + * 根据token惊讶度值获取对应的颜色（线性映射，不取整） + * @param surprisal token惊讶度值，默认按 [0, TOKEN_SURPRISAL_MAX] 映射到 [0, 1] + * @param minAlpha alpha 下限，默认不限制 + * @param maxSurprisalForMap 可选：映射上限（bits），用于 Chat 等场景收窄动态范围 + */ +export function getTokenSurprisalColor( + surprisal: number, + minAlpha?: number, + maxSurprisalForMap?: number +): string { + const max = maxSurprisalForMap ?? TOKEN_SURPRISAL_MAX; + const normalizedValue = normalizeTo_01(surprisal, max); + return getSurprisalColorNormalized(normalizedValue, minAlpha); +} + +/** + * 根据byte密度惊讶度值获取对应的颜色（线性映射，不取整） + * @param byteSurprisal byte密度惊讶度值（bits/Byte） + * @param colorFactor 颜色因子，用于调整颜色强度（如 minimap）。默认为1 + * @param minAlpha alpha 下限，默认不限制 + * @param maxByteSurprisalForMap 可选：映射上限（bits/Byte），与 {@link getTokenSurprisalColor} 的第三参同理 + */ +export function getByteSurprisalColor( + byteSurprisal: number, + colorFactor: number = 1, + minAlpha?: number, + maxByteSurprisalForMap?: number +): string { + const max = maxByteSurprisalForMap ?? BYTE_SURPRISAL_MAX; + const normalizedValue = normalizeTo_01(byteSurprisal * colorFactor, max); + return getSurprisalColorNormalized(normalizedValue, minAlpha); +} + +/** + * 根据 rawScoreNormed 获取颜色（用于语义匹配度染色） + * @param rawScoreNormed 归一化分数，范围 [0, 1] + * @param minAlpha alpha 下限，默认不限制 + */ +export function getSemanticSimilarityColor(rawScoreNormed: number, minAlpha?: number): string { + if (!isFiniteNumber(rawScoreNormed)) return 'transparent'; + const normalizedValue = normalizeTo_01(rawScoreNormed, SEMANTIC_SIMILARITY_MAX); + return getSurprisalColorNormalized(normalizedValue, minAlpha); +} + +// ========================================== +// 差分模式颜色配置 (Diff Mode) +// ========================================== + +/** + * 根据归一化值获取对应的差分颜色（输入值应在[-1,1]区间） + * @param normalizedValue 归一化后的值，范围[-1,1]，-1对应最大负差分（绿色），1对应最大正差分（红色），0对应完全透明 + * @returns 颜色字符串（rgba格式，从透明到不透明） + */ +export function getDiffColorNormalized(normalizedValue: number): string { + // 设计逻辑：选用中等亮度的颜色，保证红绿两色在视觉深度上的一致性，且在白底和黑底上都有良好的对比度 + + // 确保输入值在[-1,1]范围内 + const clampedValue = Math.max(-1, Math.min(1, normalizedValue)); + + // 根据值的正负和大小进行插值 + if (clampedValue === 0) { + // 中性色：完全透明 + return "rgba(0, 0, 0, 0)"; + } else if (clampedValue > 0) { + // 红色 (226, 74, 74) - Ant Design Red-5（惊讶度增加，新模型更差） + // 正值：从透明红色到不透明红色 + const startColor = "rgba(226, 74, 74, 0)"; // 完全透明的红色 + const endColor = "rgba(226, 74, 74, 1)"; // 完全不透明的红色 + + const colorInterpolator = d3.interpolate(startColor, endColor); + return colorInterpolator(clampedValue); + } else { + // 绿色 (115, 209, 61) - Ant Design Green-5（惊讶度降低，新模型更好） + // 负值：从透明绿色到不透明绿色 + const startColor = "rgba(115, 209, 61, 0)"; // 完全透明的绿色 + const endColor = "rgba(115, 209, 61, 1)"; // 完全不透明的绿色 + + const colorInterpolator = d3.interpolate(startColor, endColor); + return colorInterpolator(Math.abs(clampedValue)); // 使用绝对值，因为clampedValue是负数 + } +} + +/** + * 根据差分值获取对应的颜色（线性映射，不取整） + * @param diff 差分值，范围通常在[-10, 10] + * @returns 颜色字符串（rgba格式） + */ +export function getDiffColor(diff: number): string { + // 将diff值映射到[-1, 1]范围，其中-10对应-1，10对应1 + const threshold = 10; + let normalizedValue: number; + if (diff <= -threshold) { + normalizedValue = -1; + } else if (diff >= threshold) { + normalizedValue = 1; + } else { + normalizedValue = diff / threshold; // 线性映射到[-1, 1] + } + + // 调用归一化版本来计算颜色 + return getDiffColorNormalized(normalizedValue); +} diff --git a/client/src/ts/utils/URLHandler.ts b/client/src/ts/utils/URLHandler.ts new file mode 100644 index 0000000000000000000000000000000000000000..4b7ff93821fc6035adfb4942996702e0fec9d6b8 --- /dev/null +++ b/client/src/ts/utils/URLHandler.ts @@ -0,0 +1,104 @@ +/** + * Created by hen on 5/15/17. + */ + +export default class URLHandler { + + static basicURL() { + const url_path = window.location.pathname.split('/').slice(0, -2).join('/'); + + return window.location.origin + (url_path.length ? url_path : ''); + } + + /** + * Read all URL parameters into a map. + * @returns {Map} the url parameters as a key-value store (ES6 map) + */ + static get parameters(): object { + // Adapted from: http://stackoverflow.com/questions/2090551/parse-query-string-in-javascript + const query = window.location.search.substring(1); + const vars = query.split('&'); + + const urlParameters = {}; + + const isInt = x => (/^[0-9]+$/).test(x); + const isFloat = x => (/^[0-9]+\.[0-9]*$/).test(x); + + const typeCast = val => { + if (isInt(val)) { + return Number.parseInt(val, 10); + } else if (isFloat(val)) { + return Number.parseFloat(val); + } + // else: + return val; + } + + + vars.forEach(v => { + if (v.length > 0) { + const splits = v.split('='); + const key = decodeURIComponent(splits[0]); + const raw_value = decodeURIComponent(splits[1]); + + urlParameters[key] = raw_value.length < 1 ? '' : typeCast(raw_value); + } + }); + + return urlParameters; + + } + + + /** + * Generates an URL string from a map of url parameters + * @param {{}} urlParameters - the map of parameters + * @returns {string} - an URI string + */ + static urlString(urlParameters: object) { + const attr = []; + Object.keys(urlParameters).forEach(k => { + const v = urlParameters[k]; + if (v !== undefined) { + attr.push(encodeURI(k + '=' + v)) + } + }); + + + const url = window.location.pathname; + let res = url.substring(url.lastIndexOf('/') + 1); + if (attr.length > 0) { + res += '?' + attr.join('&') + } + + return res; + } + + static updateURLParam(key: string, value: string | any[], addToBrowserHistory = true) { + const currentParams = URLHandler.parameters; + currentParams[key] = value; + URLHandler.updateUrl(currentParams, addToBrowserHistory); + } + + // /** + // * Generates a key-value map of all URL params and replaces replaceKeys + // * @param updateKeys + // */ + // static updateURLParams(updateKeys) { + // const currentParams = URLHandler.parameters; + // Object.keys(updateKeys).forEach((k) => currentParams[k] = updateKeys[k]) + // return currentParams; + // } + + + static updateUrl(urlParameters: object, addToBrowserHistory = true) { + if (addToBrowserHistory) { + window.history.pushState(urlParameters, '', + URLHandler.urlString(urlParameters)) + } else { + window.history.replaceState(urlParameters, '', + URLHandler.urlString(urlParameters)) + } + } + +} \ No newline at end of file diff --git a/client/src/ts/utils/Util.ts b/client/src/ts/utils/Util.ts new file mode 100644 index 0000000000000000000000000000000000000000..6747313e50b4bebb85a016525b2942827343e9c0 --- /dev/null +++ b/client/src/ts/utils/Util.ts @@ -0,0 +1,162 @@ +import * as d3 from "d3"; +import { TokenWithOffset } from "../api/generatedSchemas"; + +/** + * Created by hen on 5/15/17. + */ +let the_unique_id_counter = 0; + +export class Util { + static simpleUId({prefix = ''}): string { + the_unique_id_counter += 1; + + return prefix + the_unique_id_counter; + } +} + +export type D3Sel = d3.Selection<any, any, any, any> + +export function argsort(array, sortFct):number[] { + return array + .map((d, i) => [d, i]) + .sort((a,b) => sortFct(a[0], b[0])) + .map(d => d[1]); +} + +export function range(end){ + return [...Array(end).keys()] +} + +/** 判断是否为有限数字（排除 NaN、Infinity、非 number 类型） */ +export function isFiniteNumber(x: unknown): x is number { + return typeof x === 'number' && Number.isFinite(x); +} + +export function obj_to_arr(obj:object){ + const sortedKeys = Object.keys(obj).sort(); + const res=[]; + sortedKeys.forEach(k => {res.push(k); res.push(obj[k])}) + return res; +} + +export function arr_to_obj(arr:any){ + const res={}; + const max_l = Math.floor(arr.length/2); + for (let i = 0; i<max_l; i++){ + res[arr[2*i]] = arr[2*i+1]; + } + return res; +} + +export function splitString(string, splitters) { + var list = [string]; + for(var i=0, len=splitters.length; i<len; i++) { + traverseList(list, splitters[i], 0); + } + return flatten(list); +} + +export function traverseList(list, splitter, index) { + if(list[index]) { + if((list.constructor !== String) && (list[index].constructor === String)) { + const splitted = list[index].split(splitter); + if (splitted.length > 1) { + list[index] = splitted; + } + } + (list[index].constructor === Array) ? traverseList(list[index], splitter, 0) : null; + (list.constructor === Array) ? traverseList(list, splitter, index+1) : null; + } +} + +export function flatten(arr) { + return arr.reduce(function(acc, val) { + return acc.concat(val.constructor === Array ? flatten(val) : val); + },[]); +} + + +// Kudos: https://stackoverflow.com/questions/9401312/how-to-replace-curly-quotation-marks-in-a-string-using-javascript#answer-9401374 +// Note: Removed em dash (\u2014) replacement to preserve Chinese em dash "——" +export const cleanSpecials = input => input + // .replace(/[‘’]/g, "'") // 注释掉替换卷单引号的逻辑 + // .replace(/[“”]/g, '"') // 注释掉替换卷双引号的逻辑 + // .replace(/[–]/g, "-"); // 注释掉替换en dash的逻辑，em dash (—) 已在上一个版本中移除替换 + +/** + * Calculate surprisal (information content) from probability + * @param probability - The probability value (0 < p <= 1) + * @returns Surprisal in bits (using base-2 logarithm) + */ +export function calculateSurprisal(probability: number): number { + return -Math.log2(Math.max(probability, Number.EPSILON)); +} + +/** + * 计算token的字符数（中文按字，英文按字母） + * 使用Array.from正确处理Unicode字符（包括emoji） + * @param tokenText token文本 + * @returns 字符数 + */ +export function countTokenCharacters(tokenText: string): number { + // 使用Array.from正确处理Unicode字符（包括中文、emoji等） + return Array.from(tokenText).length; +} + +// 复用 TextEncoder 实例，避免每次调用都创建新实例 +const textEncoder = new TextEncoder(); + +/** + * 获取字符串的UTF-8编码字节长度 + * @param value 要计算字节长度的字符串 + * @returns UTF-8编码的字节数 + */ +export const getByteLength = (value: string): number => { + return textEncoder.encode(value).length; +}; + +/** + * 计算单位字节的surprisal值 + * @param surprisal token的总surprisal值 + * @param tokenText token文本 + * @returns 单位字节的surprisal值（bits/Byte） + */ +function calculateSurprisalPerByte(surprisal: number, tokenText: string): number { + // 按UTF-8编码字节数计算 + const byteCount = getByteLength(tokenText); + return byteCount > 0 ? surprisal / byteCount : 0; +} + +/** + * 计算信息密度（统一接口，方便将来扩展） + * @param token token对象，包含real_topk和raw字段 + * @returns 信息密度值（bits/Byte） + */ +export function calculateSurprisalDensity(token: TokenWithOffset): number { + const [rank, prob] = token.real_topk; + const surprisal = calculateSurprisal(prob); + const tokenText = token.raw; + return calculateSurprisalPerByte(surprisal, tokenText); +} + +/** + * 为文本创建字符索引到字节索引的映射表 + * @param text 原始文本 + * @returns 数组，charToByteIndex[charIndex] = byteIndex + */ +export function buildCharToByteIndexMap(text: string): number[] { + const map: number[] = []; + let byteOffset = 0; + + for (let charIndex = 0; charIndex < text.length; charIndex++) { + map[charIndex] = byteOffset; + // 获取当前字符的UTF-8字节长度 + const char = text[charIndex]; + byteOffset += getByteLength(char); + } + + // 添加末尾位置（文本总字节长度） + map[text.length] = byteOffset; + + return map; +} diff --git a/client/src/ts/utils/adminManager.ts b/client/src/ts/utils/adminManager.ts new file mode 100644 index 0000000000000000000000000000000000000000..f2dece8d3fed9d8aa2d811d278ad1e376a593706 --- /dev/null +++ b/client/src/ts/utils/adminManager.ts @@ -0,0 +1,135 @@ +/** + * 管理员状态管理模块 + */ + +const INFORADAR_ADMIN_TOKEN_KEY = 'admin_token'; +const ADMIN_MODE_KEY = 'is_admin_mode'; + +export class AdminManager { + private static instance: AdminManager | null = null; + private adminToken: string | null = null; + private isAdminMode: boolean = false; + + private constructor() { + // 从localStorage恢复状态 + const savedToken = localStorage.getItem(INFORADAR_ADMIN_TOKEN_KEY); + const savedMode = localStorage.getItem(ADMIN_MODE_KEY); + + if (savedToken) { + this.adminToken = savedToken; + } + + if (savedMode === 'true') { + this.isAdminMode = true; + } + } + + public static getInstance(): AdminManager { + if (!AdminManager.instance) { + AdminManager.instance = new AdminManager(); + } + return AdminManager.instance; + } + + /** + * 获取当前admin token + */ + public getAdminToken(): string | null { + return this.adminToken; + } + + /** + * 检查是否处于管理员模式 + */ + public isInAdminMode(): boolean { + return this.isAdminMode && this.adminToken !== null; + } + + /** + * 设置admin token并进入管理员模式 + * 返回后端的 success / message，方便前端直接展示后端文案 + */ + public async setAdminToken(token: string): Promise<{ success: boolean; message?: string }> { + try { + // 验证token（调用后端API） + const response = await fetch('/api/check_admin', { + method: 'POST', + headers: { + 'Content-Type': 'application/json', + 'X-Admin-Token': token + }, + body: JSON.stringify({ token }) + }); + + const result = await response.json(); + + if (result.success) { + this.adminToken = token; + this.isAdminMode = true; + localStorage.setItem(INFORADAR_ADMIN_TOKEN_KEY, token); + localStorage.setItem(ADMIN_MODE_KEY, 'true'); + return { + success: true, + message: result.message + }; + } else { + // token无效或管理员功能未启用 + this.clearAdminToken(); + return { + success: false, + // 不自作主张改写文案，优先使用后端 message + message: result && typeof result.message === 'string' ? result.message : undefined + }; + } + } catch (error) { + console.error('验证admin token失败:', error); + this.clearAdminToken(); + // 网络等异常场景单独返回一条通用错误 + return { + success: false, + message: 'Request failed, please try again later.' + }; + } + } + + /** + * 清除admin token并退出管理员模式 + */ + public clearAdminToken(): void { + this.adminToken = null; + this.isAdminMode = false; + localStorage.removeItem(INFORADAR_ADMIN_TOKEN_KEY); + localStorage.removeItem(ADMIN_MODE_KEY); + } + + /** + * 监听管理员模式状态变化 + */ + private listeners: Array<(isAdmin: boolean) => void> = []; + + public onAdminModeChange(callback: (isAdmin: boolean) => void): void { + this.listeners.push(callback); + } + + private notifyListeners(): void { + const isAdmin = this.isInAdminMode(); + this.listeners.forEach(callback => callback(isAdmin)); + } + + /** + * 设置admin token并通知监听器 + */ + public async setAdminTokenAndNotify(token: string): Promise<{ success: boolean; message?: string }> { + const result = await this.setAdminToken(token); + this.notifyListeners(); + return result; + } + + /** + * 清除admin token并通知监听器 + */ + public clearAdminTokenAndNotify(): void { + this.clearAdminToken(); + this.notifyListeners(); + } +} diff --git a/client/src/ts/utils/analyzeFlow.ts b/client/src/ts/utils/analyzeFlow.ts new file mode 100644 index 0000000000000000000000000000000000000000..323401048d001957349c147ad8798f77984e6a2d --- /dev/null +++ b/client/src/ts/utils/analyzeFlow.ts @@ -0,0 +1,231 @@ +/** + * 分析流程模块 + * 负责处理 Analyze 和 Analyze & Upload 流程 + */ + +import * as d3 from 'd3'; +import type { TextAnalysisAPI, AnalyzeResponse } from '../api/GLTR_API'; +import type { TextInputController } from '../controllers/textInputController'; +import type { DemoManager } from '../ui/demoManager'; +import type { AppStateManager } from './appStateManager'; +import type { VisualizationUpdater } from './visualizationUpdater'; +import type { DemoBusinessLogic } from './demoBusinessLogic'; +import type { ServerStorage } from '../storage/demoStorage'; +import type { GLTR_Text_Box } from '../vis/GLTR_Text_Box'; +import { showAlertDialog } from '../ui/dialog'; +import { handleServerDemoSave } from '../controllers/serverDemoController'; +// 国际化 +import { tr } from '../lang/i18n-lite'; +import { playAnalysisCompleteSound } from './soundNotification'; + +/** + * 分析进度回调 + */ +export type AnalyzeProgressCallback = (step: number, totalSteps: number, stage: string, percentage?: number) => void; + +/** + * 分析流程依赖 + */ +export interface AnalyzeFlowDependencies { + api: TextAnalysisAPI; + textInputController: TextInputController; + demoManager: DemoManager | null; + appStateManager: AppStateManager; + visualizationUpdater: VisualizationUpdater; + demoBusinessLogic: DemoBusinessLogic; + serverStorage: ServerStorage; + lmf: GLTR_Text_Box; + modelName: string; + enableDemo: boolean; + showToast: (message: string, type: 'success' | 'error') => void; + updateFileNameDisplay: (filename: string | null) => void; +} + +/** + * Analyze & Upload 任务 + */ +export interface AnalyzeUploadTask { + name: string; + path: string; + text: string; +} + +/** + * 分析流程管理器 + */ +export class AnalyzeFlowManager { + private deps: AnalyzeFlowDependencies; + + constructor(deps: AnalyzeFlowDependencies) { + this.deps = deps; + } + + /** + * 更新 demoManager 引用 + */ + setDemoManager(demoManager: DemoManager | null): void { + this.deps.demoManager = demoManager; + } + + /** + * 更新分析进度显示 + */ + updateAnalyzeProgress(step: number, totalSteps: number, stage: string, percentage?: number): void { + // 根据是否有百分比来决定显示格式 + const progressText = percentage !== undefined && percentage !== null + ? `Step ${step}/${totalSteps}:\t ${stage} ${percentage}%` + : `Step ${step}/${totalSteps}:\t ${stage}`; + + d3.select('#analyze_progress') + .text(progressText) + .style('display', 'inline-block'); + } + + /** + * 滚动到顶部 + */ + private scrollToTop(): void { + requestAnimationFrame(() => { + const rightPanel = document.querySelector('.right_panel') as HTMLElement; + if (rightPanel) { + rightPanel.scrollTop = 0; + } + }); + } + + /** + * 执行单次 Analyze + * + * @param text 要分析的文本 + * @param enableAnimation 是否启用动画 + * @returns 分析结果 + */ + async runAnalyze(text: string, enableAnimation: boolean = true): Promise<AnalyzeResponse | null> { + // 仅当文本与输入框不同时写入（如 Analyze & Upload 弹窗中的文本），保证输入框与分析内容一致。 + // 相同则跳过，避免触发 input 导致 clearDataOnTextChange，从而保留语义直方图（仅语义时点击 Analyze 的 bug 修复） + const currentText = this.deps.textInputController.getTextValue(); + if (currentText !== text) { + this.deps.textInputController.setTextValue(text); + } + + // 分析前滚动到顶部 + this.scrollToTop(); + + // 重置为新分析状态（数据来源为null，保存标志为false，清除文件名） + this.deps.appStateManager.updateState({ + dataSource: null, + isSavedToLocal: false, + isSavedToServer: false, + currentFileName: null + }); + + this.deps.appStateManager.setIsAnalyzing(true); + this.deps.appStateManager.setGlobalLoading(true); + this.deps.demoManager?.highlightDemo(null); + + // 清除URL中的demo参数（手动分析时） + this.deps.demoBusinessLogic.clearDemoUrlParam(); + + // 清除文件名显示（手动分析时，与远程demo行为一致） + this.deps.updateFileNameDisplay(null); + + // 立即显示文本内容 + d3.select('#all_result').style('opacity', 1).style('display', null); + this.deps.lmf.setTextOnly(text); + this.deps.visualizationUpdater.updateHistogramVisibilityForPending('infoDensity', text); + + try { + const data = await this.deps.api.analyze( + this.deps.modelName, + text, + null, + true, // 启用流式响应 + (step: number, totalSteps: number, stage: string, percentage?: number) => { + // 更新UI进度显示 + this.updateAnalyzeProgress(step, totalSteps, stage, percentage); + } + ); + + this.deps.visualizationUpdater.updateFromRequest(data, !enableAnimation, { enableSave: true }); + + // 分析完成，播放提示音 + playAnalysisCompleteSound(); + + return data; + } catch (error) { + console.error('Analyze failed:', error); + this.deps.appStateManager.setIsAnalyzing(false); + this.deps.appStateManager.setGlobalLoading(false); + this.deps.appStateManager.updateState({ hasValidData: false }); + this.deps.visualizationUpdater.rerenderHistograms(); + const message = error instanceof Error ? error.message : tr('Analysis failed'); + showAlertDialog(tr('Error'), `${tr('Analysis failed')}: ${message}`); + return null; + } + } + + /** + * 执行 Analyze -> Upload 串行流程 + * + * @param task 任务信息 + */ + async runAnalyzeAndUpload(task: AnalyzeUploadTask): Promise<void> { + const textValue = task.text || ''; + + // 执行分析 + const analyzeResult = await this.runAnalyze(textValue, true); + if (!analyzeResult) { + // 分析失败，已经在 runAnalyze 中处理了错误 + return; + } + + // 分析成功，执行上传 + try { + await handleServerDemoSave({ + api: this.deps.api, + currentData: this.deps.visualizationUpdater.getCurrentData(), + rawApiResponse: this.deps.visualizationUpdater.getRawApiResponse(), + textFieldValue: textValue, + enableDemo: this.deps.enableDemo, + demoManager: this.deps.demoManager, + presetSaveInfo: { + name: task.name, + path: task.path + }, + serverStorage: this.deps.serverStorage, + showSuccessToast: false, // 由调用者自行处理成功提示 + onSaveStart: () => { + this.deps.appStateManager.updateState({ isSaving: true }); + }, + onSaveSuccess: () => { + this.deps.appStateManager.updateState({ + isSaving: false, + isSavedToServer: true + }); + this.deps.showToast(tr('Demo "{name}" analyzed and uploaded successfully!').replace('{name}', task.name), 'success'); + }, + onSaveComplete: () => { + this.deps.appStateManager.updateState({ isSavedToServer: true }); + }, + onSaveError: () => { + // 保存失败后，恢复按钮状态（数据来源仍然是server） + this.deps.appStateManager.updateState({ isSaving: false }); + this.deps.appStateManager.updateButtonStates(); + }, + setGlobalLoading: (loading: boolean) => this.deps.appStateManager.setGlobalLoading(loading), + showToast: this.deps.showToast + }); + } catch (error) { + // handleServerDemoSave 已处理提示，这里确保所有状态恢复 + this.deps.appStateManager.setGlobalLoading(false); + // 保存失败，但数据来源仍然是server（因为分析已经成功） + this.deps.appStateManager.updateState({ isSaving: false }); + this.deps.appStateManager.updateButtonStates(); + console.error('Upload failed in runAnalyzeAndUpload:', error); + } + } +} + +// 重新导出 buildFolderOptions 以便向后兼容 +export { buildFolderOptions } from './demoPathUtils'; + diff --git a/client/src/ts/utils/appStateManager.ts b/client/src/ts/utils/appStateManager.ts new file mode 100644 index 0000000000000000000000000000000000000000..26e0ab8c99044231da903976b8d0ca5a48ad3944 --- /dev/null +++ b/client/src/ts/utils/appStateManager.ts @@ -0,0 +1,172 @@ +/** + * 应用状态管理模块 + * 负责集中管理应用状态和状态驱动的按钮状态更新 + */ + +import * as d3 from 'd3'; + +/** + * 应用状态对象 + */ +export interface AppState { + isAnalyzing: boolean; + isGlobalLoading: boolean; + isSaving: boolean; // 是否正在保存 + isSemanticSearching: boolean; // 语义搜索进行中 + lastSearchedQuery: string | null; // 上次成功搜索的 query，用于在输入未变化时保持 Search 按钮灰色 + hasValidData: boolean; // 是否有有效数据 + // 以下字段仅用于按钮状态控制 + dataSource: 'local' | 'server' | null; // 数据来源：null表示新分析的内容 + isSavedToLocal: boolean; // 是否已保存到本地 + isSavedToServer: boolean; // 是否已保存到服务器 + currentFileName: string | null; // 当前文件名（本地或服务器） +} + +/** + * 按钮状态管理依赖 + */ +export interface ButtonStateDependencies { + submitBtn: d3.Selection<HTMLElement, unknown, HTMLElement, unknown>; + saveBtn: d3.Selection<HTMLElement, unknown, HTMLElement, unknown>; + saveLocalBtn: d3.Selection<HTMLElement, unknown, HTMLElement, unknown>; + textField: d3.Selection<HTMLElement, unknown, HTMLElement, unknown>; + textMetrics: d3.Selection<HTMLElement, unknown, HTMLElement, unknown>; + semanticSearchBtn?: d3.Selection<HTMLElement, unknown, HTMLElement, unknown>; + /** 获取当前语义搜索输入框的 query，用于判断是否与上次搜索一致 */ + getSemanticSearchQuery?: () => string; + /** 翻译函数，用于 Search/Stop 按钮文案 */ + tr?: (key: string) => string; +} + +/** + * 应用状态管理器 + */ +export class AppStateManager { + private state: AppState; + private deps: ButtonStateDependencies; + + constructor(deps: ButtonStateDependencies) { + this.state = { + isAnalyzing: false, + isGlobalLoading: false, + isSaving: false, + isSemanticSearching: false, + lastSearchedQuery: null, + hasValidData: false, + dataSource: null, + isSavedToLocal: false, + isSavedToServer: false, + currentFileName: null + }; + this.deps = deps; + } + + /** + * 获取当前状态 + */ + getState(): Readonly<AppState> { + return { ...this.state }; + } + + /** + * 获取 isAnalyzing 状态 + */ + getIsAnalyzing(): boolean { + return this.state.isAnalyzing; + } + + /** + * 设置 isAnalyzing 状态 + */ + setIsAnalyzing(analyzing: boolean): void { + this.updateState({ isAnalyzing: analyzing }); + } + + /** + * 设置全局 loading 状态 + */ + setGlobalLoading(loading: boolean): void { + this.updateState({ isGlobalLoading: loading }); + } + + setSemanticSearching(searching: boolean): void { + this.updateState({ isSemanticSearching: searching }); + } + + setLastSearchedQuery(query: string | null): void { + this.updateState({ lastSearchedQuery: query }); + } + + /** + * 根据应用状态计算并更新所有按钮状态和UI元素状态 + */ + private updateButtonStatesFromAppState(): void { + const hasText = (this.deps.textField.property('value') || '').length > 0; + const isBusy = this.state.isAnalyzing || this.state.isGlobalLoading || this.state.isSaving; + + // 数据完整性：有有效数据即可保存 + const dataReadyForSave = this.state.hasValidData; + + // Analyze按钮：有文本 && 不忙 && 无有效数据（复用 hasValidData，与 TextMetrics 一致：有数据时灰色） + this.deps.submitBtn.classed('inactive', !hasText || isBusy || this.state.hasValidData); + + // Upload / Save：仅在没有数据可保存时禁用 + this.deps.saveBtn.classed('inactive', !dataReadyForSave); + this.deps.saveLocalBtn.classed('inactive', !dataReadyForSave); + + // 语义搜索按钮：Search/Stop 共用。进行中显示 Stop 且可点；否则显示 Search，按条件禁用 + if (this.deps.semanticSearchBtn && !this.deps.semanticSearchBtn.empty()) { + const tr = this.deps.tr ?? ((k: string) => k); + this.deps.semanticSearchBtn.text(this.state.isSemanticSearching ? tr('Stop') : tr('Search')); + if (this.state.isSemanticSearching) { + this.deps.semanticSearchBtn.classed('inactive', false); + } else { + const currentQuery = this.deps.getSemanticSearchQuery?.() ?? ''; + const queryUnchanged = this.state.lastSearchedQuery !== null && currentQuery === this.state.lastSearchedQuery; + const canRunSemantic = (hasText || this.state.hasValidData) && currentQuery.length > 0; + this.deps.semanticSearchBtn.classed('inactive', !canRunSemantic || queryUnchanged); + } + } + + // TextMetrics显示：有有效数据（hasValidData = true 时，stats 一定不为 null） + if (!this.deps.textMetrics.empty()) { + this.deps.textMetrics.classed('is-hidden', !this.state.hasValidData); + } + } + + /** + * 更新应用状态并触发按钮状态更新 + */ + updateState(updates: Partial<AppState>): void { + // 数据变更时清空 lastSearchedQuery（参考 TextMetrics：数据变化则状态重置） + if (updates.hasValidData === false) { + updates = { ...updates, lastSearchedQuery: null }; + } + Object.assign(this.state, updates); + this.updateButtonStatesFromAppState(); + + // 同时更新全局loading的UI（如果需要） + if (updates.isGlobalLoading !== undefined) { + d3.selectAll(".loadersmall").style('display', updates.isGlobalLoading ? null : 'none'); + // 隐藏进度显示 + if (!updates.isGlobalLoading) { + d3.select('#analyze_progress').text('').style('display', 'none'); + } + } + // 语义搜索 loading：独立 loader + if (updates.isSemanticSearching !== undefined) { + d3.select('#semantic_search_loader').style('visibility', updates.isSemanticSearching ? 'visible' : 'hidden'); + if (!updates.isSemanticSearching) { + d3.select('#semantic_progress').text('').style('display', 'none'); + } + } + } + + /** + * 手动触发按钮状态更新（用于外部调用） + */ + updateButtonStates(): void { + this.updateButtonStatesFromAppState(); + } +} + diff --git a/client/src/ts/utils/cachedHistoryUi.ts b/client/src/ts/utils/cachedHistoryUi.ts new file mode 100644 index 0000000000000000000000000000000000000000..55bca048139ddd1eff678bcb7aeb3716d4074840 --- /dev/null +++ b/client/src/ts/utils/cachedHistoryUi.ts @@ -0,0 +1,74 @@ +import type { CachedHistoryListRow } from '../storage/cachedHistoryStore'; +import { initQueryHistoryDropdown } from './queryHistory'; + +/** IndexedDB MRU 列表在内存中的镜像，供 {@link initQueryHistoryDropdown} 的同步 `getHistoryEntries` 使用 */ +export function createMruListMirror(loadList: () => Promise<CachedHistoryListRow[]>): { + getEntries: () => CachedHistoryListRow[]; + refresh: () => Promise<void>; +} { + let rows: CachedHistoryListRow[] = []; + return { + getEntries: () => rows, + refresh: async () => { + rows = await loadList(); + }, + }; +} + +export type CachedHistorySelectContext = { + /** 刷新内存中的 MRU 列表镜像（与打开下拉时一致） */ + refreshList: () => Promise<void>; +}; + +export type InitCachedHistoryQueryDropdownOptions = { + dropdownId: string; + historyButton: HTMLElement | null; + clickOutsideRoot: HTMLElement | null; + listMru: () => Promise<CachedHistoryListRow[]>; + /** + * 第一参为 {@link CachedHistoryListRow.contentKey}（与 `?content=` 一致）。 + * 第二参 `shouldTouch` 与 {@link initQueryHistoryDropdown} 的 `onHistorySelect` 一致： + * 是否应对关联 MRU 执行 touch（悬停为 false）。 + */ + onSelectEntry: ( + contentKey: string, + shouldTouch: boolean | undefined, + ctx: CachedHistorySelectContext + ) => void | Promise<void>; + onRemove: (contentKey: string) => void | Promise<void>; + onPromote: (contentKey: string) => void | Promise<void>; +}; + +/** + * 三页 Cached history 共用的「无 input + MRU 异步刷新 + 悬停预览」接线。 + * 返回 `refreshList` 供 URL hydrate 等与下拉无关的路径刷新内存列表。 + */ +export function initCachedHistoryQueryDropdown( + options: InitCachedHistoryQueryDropdownOptions +): { refreshList: () => Promise<void> } { + const mirror = createMruListMirror(options.listMru); + const ctx: CachedHistorySelectContext = { + refreshList: () => mirror.refresh(), + }; + initQueryHistoryDropdown({ + input: null, + dropdownId: options.dropdownId, + getHistoryEntries: () => + mirror.getEntries().map((r) => ({ id: r.contentKey, label: r.listLabel })), + refreshHistoryItems: () => mirror.refresh(), + openDropdownOnFocusInput: false, + filterHistoryByInput: false, + onSelect: () => {}, + fillInputOnSelect: false, + onHistorySelect: (contentKey, shouldTouch) => { + void Promise.resolve(options.onSelectEntry(contentKey, shouldTouch, ctx)); + }, + onRemove: options.onRemove, + onPromote: options.onPromote, + historyButton: options.historyButton, + clickOutsideRoot: options.clickOutsideRoot, + applyHistoryOnHover: true, + }); + void mirror.refresh(); + return { refreshList: ctx.refreshList }; +} diff --git a/client/src/ts/utils/charIndexForByteLimit.test.ts b/client/src/ts/utils/charIndexForByteLimit.test.ts new file mode 100644 index 0000000000000000000000000000000000000000..13ca9fc1000f8ce5b8597125277a12284d3685d1 --- /dev/null +++ b/client/src/ts/utils/charIndexForByteLimit.test.ts @@ -0,0 +1,80 @@ +/** + * charIndexForByteLimit 单元测试 + * 运行: cd client/src && npx tsx ts/utils/charIndexForByteLimit.test.ts + */ +import { charIndexForByteLimit } from "./semanticUtils"; + +let passed = 0; +let failed = 0; + +function assert(desc: string, actual: number, expected: number) { + if (actual === expected) { + console.log(` ✓ ${desc}`); + passed++; + } else { + console.error(` ✗ ${desc} — expected ${expected}, got ${actual}`); + failed++; + } +} + +const enc = new TextEncoder(); +function bytes(s: string) { return enc.encode(s).byteLength; } + +// ── 1. 基本边界 ────────────────────────────────────────────────────────────── +console.log("1. 基本边界"); +assert("空字符串，limit=0", charIndexForByteLimit("", 0, 0), 0); +assert("空字符串，limit=10", charIndexForByteLimit("", 0, 10), 0); +assert("limit=0 时立刻停止", charIndexForByteLimit("abc", 0, 0), 0); +assert("limit 恰好等于全文字节数", charIndexForByteLimit("abc", 0, 3), 3); +assert("limit 大于全文字节数", charIndexForByteLimit("abc", 0, 100), 3); + +// ── 2. 纯 ASCII（每字符 1 字节）──────────────────────────────────────────── +console.log("2. 纯 ASCII"); +assert("limit=1 取 1 字符", charIndexForByteLimit("hello", 0, 1), 1); +assert("limit=3 取 3 字符", charIndexForByteLimit("hello", 0, 3), 3); +assert("limit=5 取全部", charIndexForByteLimit("hello", 0, 5), 5); +assert("start=2，limit=2", charIndexForByteLimit("hello", 2, 2), 4); + +// ── 3. CJK（每字符 3 字节）────────────────────────────────────────────────── +console.log("3. CJK 字符（3 字节/字）"); +const cjk = "你好世界"; // 4 字符，12 字节 +assert("limit=3 → 1 字符", charIndexForByteLimit(cjk, 0, 3), 1); +assert("limit=4 → 1 字符（中间切不开）", charIndexForByteLimit(cjk, 0, 4), 1); +assert("limit=6 → 2 字符", charIndexForByteLimit(cjk, 0, 6), 2); +assert("limit=11 → 3 字符", charIndexForByteLimit(cjk, 0, 11), 3); +assert("limit=12 → 4 字符", charIndexForByteLimit(cjk, 0, 12), 4); +assert("start=1，limit=3 → idx=2", charIndexForByteLimit(cjk, 1, 3), 2); + +// ── 4. Emoji（4 字节，JS 代理对长度=2）────────────────────────────────────── +console.log("4. Emoji（4 字节/字，JS charLen=2）"); +const emoji = "😀🎉🚀"; // 3 emoji，12 字节，JS length=6 +assert("emoji limit=4 → idx=2（1 emoji）", charIndexForByteLimit(emoji, 0, 4), 2); +assert("emoji limit=5 → idx=2（切不开）", charIndexForByteLimit(emoji, 0, 5), 2); +assert("emoji limit=8 → idx=4（2 emoji）", charIndexForByteLimit(emoji, 0, 8), 4); +assert("emoji limit=12 → idx=6（全部）", charIndexForByteLimit(emoji, 0, 12), 6); +assert("emoji start=2，limit=4 → idx=4", charIndexForByteLimit(emoji, 2, 4), 4); + +// ── 5. 混合 ASCII + CJK + Emoji ───────────────────────────────────────────── +console.log("5. 混合字符"); +// "A好😀" = 1+3+4 = 8 字节，JS length=4 +const mixed = "A好😀"; +assert("混合 limit=1 → 1(A)", charIndexForByteLimit(mixed, 0, 1), 1); +assert("混合 limit=3 → 1(A不够好)", charIndexForByteLimit(mixed, 0, 3), 1); +assert("混合 limit=4 → 2(A好)", charIndexForByteLimit(mixed, 0, 4), 2); +assert("混合 limit=7 → 2(不够emoji)",charIndexForByteLimit(mixed, 0, 7), 2); +assert("混合 limit=8 → 4(全部)", charIndexForByteLimit(mixed, 0, 8), 4); +assert("混合 start=1，limit=3 → 2(好)", charIndexForByteLimit(mixed, 1, 3), 2); + +// ── 6. start 超出文本末尾 ──────────────────────────────────────────────────── +console.log("6. start >= text.length"); +assert("start=5 on 'abc' → 5", charIndexForByteLimit("abc", 5, 10), 5); + +// ── 7. 换行符（属于 ASCII，1 字节）───────────────────────────────────────── +console.log("7. 含换行符"); +const nl = "a\nb\n"; +assert("换行 limit=2 → 2", charIndexForByteLimit(nl, 0, 2), 2); +assert("换行 limit=3 → 3", charIndexForByteLimit(nl, 0, 3), 3); + +// ── 结果汇总 ───────────────────────────────────────────────────────────────── +console.log(`\n结果: ${passed} 通过 / ${failed} 失败`); +if (failed > 0) process.exit(1); diff --git a/client/src/ts/utils/chatPromptTemplateMode.ts b/client/src/ts/utils/chatPromptTemplateMode.ts new file mode 100644 index 0000000000000000000000000000000000000000..15d11a0e145a63d536e5f2b2b90215026116c0ef --- /dev/null +++ b/client/src/ts/utils/chatPromptTemplateMode.ts @@ -0,0 +1,21 @@ +/** + * 与 Chat 页共用的「Raw prompt mode」开关（localStorage）。 + * 在 Generate & Attribute 与 Chat 之间切换时保持一致。 + */ +export const LS_SKIP_CHAT_TEMPLATE = 'chat_skip_chat_template'; + +export function readSkipChatTemplateFromStorage(): boolean { + try { + return localStorage.getItem(LS_SKIP_CHAT_TEMPLATE) === 'true'; + } catch { + return false; + } +} + +export function writeSkipChatTemplateToStorage(value: boolean): void { + try { + localStorage.setItem(LS_SKIP_CHAT_TEMPLATE, value ? 'true' : 'false'); + } catch { + /* ignore quota / private mode */ + } +} diff --git a/client/src/ts/utils/completionResultCache.ts b/client/src/ts/utils/completionResultCache.ts new file mode 100644 index 0000000000000000000000000000000000000000..9ebefac75d0ce5132226344b4c5846cb440b19b4 --- /dev/null +++ b/client/src/ts/utils/completionResultCache.ts @@ -0,0 +1,73 @@ +import type { OpenAICompletionsResponse } from '../api/completionsClient'; +import { + buildContentKeyFromBusinessKey, + getByContentKey, + listMru, + type CachedHistoryListRow, + removeByContentKey, + touchByContentKey, + upsertEntry, +} from '../storage/cachedHistoryStore'; + +const MAX_SIZE = 50; +const NAMESPACE = 'chat'; + +export type CompletionResultCacheKey = { + prompt: string; +}; +export type CompletionCachedEntry = { + promptUsed: string; + response: OpenAICompletionsResponse; +}; + +export function contentKeyForPrompt(promptUsed: string): string { + return buildContentKeyFromBusinessKey({ prompt: promptUsed }); +} + +export function buildCachedContentUrlParam(promptUsed: string): string { + return contentKeyForPrompt(promptUsed); +} + +/** 供 completions 客户端：按请求键读响应 */ +export async function get(key: CompletionResultCacheKey): Promise<OpenAICompletionsResponse | undefined> { + const entry = await getByContentKey<CompletionCachedEntry>(NAMESPACE, contentKeyForPrompt(key.prompt)); + return entry?.payload.response; +} + +export async function getCachedEntryByContentKey(raw: string): Promise<CompletionCachedEntry | undefined> { + if (!raw) return undefined; + const entry = await getByContentKey<CompletionCachedEntry>(NAMESPACE, raw); + return entry?.payload; +} + +export async function touch(key: CompletionResultCacheKey): Promise<void> { + await touchByContentKey(NAMESPACE, contentKeyForPrompt(key.prompt)); +} + +export async function touchCachedEntryByContentKey(contentKey: string): Promise<void> { + await touchByContentKey(NAMESPACE, contentKey); +} + +export async function listCachedHistoryRows(): Promise<CachedHistoryListRow[]> { + const rows = await listMru<CompletionCachedEntry>(NAMESPACE); + return rows.map((r) => ({ contentKey: r.contentKey, listLabel: r.listLabel })); +} + +export async function save( + key: CompletionResultCacheKey, + response: OpenAICompletionsResponse, + status: 'partial' | 'complete' = 'complete' +): Promise<void> { + await upsertEntry({ + namespace: NAMESPACE, + businessKeyJson: JSON.stringify({ prompt: key.prompt }), + listLabel: key.prompt, + payload: { promptUsed: key.prompt, response }, + status, + maxEntries: MAX_SIZE, + }); +} + +export async function removeCachedEntryByContentKey(contentKey: string): Promise<void> { + await removeByContentKey(NAMESPACE, contentKey); +} diff --git a/client/src/ts/utils/contentUrl.ts b/client/src/ts/utils/contentUrl.ts new file mode 100644 index 0000000000000000000000000000000000000000..78f343ba36be9b8a644210578dbf951db6d56451 --- /dev/null +++ b/client/src/ts/utils/contentUrl.ts @@ -0,0 +1,87 @@ +/** 三页 Cached history 共用的 `?content=` 参数名 */ +export const DEFAULT_CONTENT_URL_PARAM = 'content'; + +/** LLM Causal Flow（gen_attribute）打包 demo：`?demo=` 为文件名（不含 .json） */ +export const DEFAULT_DEMO_URL_PARAM = 'demo'; + +export function readContentUrlParam(paramName: string = DEFAULT_CONTENT_URL_PARAM): string | null { + try { + const u = new URL(window.location.href); + const v = u.searchParams.get(paramName); + return v != null && v.length > 0 ? v : null; + } catch { + return null; + } +} + +export function replaceContentUrlParam( + value: string | null, + paramName: string = DEFAULT_CONTENT_URL_PARAM, + logLabel?: string +): void { + replaceUrlParam(value, paramName, logLabel ?? 'contentUrl'); +} + +export function readDemoUrlParam(paramName: string = DEFAULT_DEMO_URL_PARAM): string | null { + try { + const u = new URL(window.location.href); + const v = u.searchParams.get(paramName); + return v != null && v.length > 0 ? v : null; + } catch { + return null; + } +} + +function replaceUrlParam(value: string | null, paramName: string, logLabel: string): void { + try { + const u = new URL(window.location.href); + if (value) { + u.searchParams.set(paramName, value); + } else { + u.searchParams.delete(paramName); + } + window.history.replaceState(null, '', u.toString()); + } catch (e: unknown) { + console.warn(`[${logLabel}] URL sync failed:`, e); + } +} + +export function replaceDemoUrlParam( + value: string | null, + paramName: string = DEFAULT_DEMO_URL_PARAM, + logLabel?: string +): void { + replaceUrlParam(value, paramName, logLabel ?? 'contentUrl:demo'); +} + +export type RunContentUrlHydrateOptions<T> = { + readRaw: () => string | null; + fetchEntry: (raw: string) => Promise<T | undefined>; + /** 缺省：仅判断 entry 非 undefined/null */ + isValid?: (entry: T) => boolean; + /** 第二参为 URL 中的原始 `content` 值（IndexedDB 条目的短哈希键） */ + apply: (entry: T, rawContentKey: string) => void | Promise<void>; + onMissing: () => void | Promise<void>; + onApplyError?: (error: unknown) => void | Promise<void>; +}; + +export async function runContentUrlHydrate<T>(options: RunContentUrlHydrateOptions<T>): Promise<void> { + const raw = options.readRaw(); + if (!raw) return; + const entry = await options.fetchEntry(raw); + const ok = + entry != null && (options.isValid ? options.isValid(entry) : true); + if (!ok) { + await Promise.resolve(options.onMissing()); + return; + } + try { + await options.apply(entry, raw); + } catch (e: unknown) { + if (options.onApplyError) { + await Promise.resolve(options.onApplyError(e)); + } else { + throw e; + } + } +} diff --git a/client/src/ts/utils/d3-polyfill.ts b/client/src/ts/utils/d3-polyfill.ts new file mode 100644 index 0000000000000000000000000000000000000000..9db66bb76a4ed64915c39f56b5d521491f7d1d73 --- /dev/null +++ b/client/src/ts/utils/d3-polyfill.ts @@ -0,0 +1,44 @@ +import * as d3 from 'd3'; + +declare module 'd3-selection' { + export interface Selection<GElement extends d3.BaseType, Datum, PElement extends d3.BaseType, PDatum> { + attrs(attributes: { [key: string]: any }): this; + styles(styles: { [key: string]: any }): this; + } + export interface Transition<GElement extends d3.BaseType, Datum, PElement extends d3.BaseType, PDatum> { + attrs(attributes: { [key: string]: any }): this; + styles(styles: { [key: string]: any }): this; + } +} + +(d3.selection.prototype as any).attrs = function(attrs: any) { + for (const name in attrs) { + this.attr(name, attrs[name]); + } + return this; +}; + +(d3.selection.prototype as any).styles = function(styles: any) { + for (const name in styles) { + this.style(name, styles[name]); + } + return this; +}; + +// Transition support might be needed too +if ((d3 as any).transition) { + ((d3 as any).transition.prototype as any).attrs = function(attrs: any) { + for (const name in attrs) { + this.attr(name, attrs[name]); + } + return this; + }; + + ((d3 as any).transition.prototype as any).styles = function(styles: any) { + for (const name in styles) { + this.style(name, styles[name]); + } + return this; + }; +} + diff --git a/client/src/ts/utils/dataValidation.ts b/client/src/ts/utils/dataValidation.ts new file mode 100644 index 0000000000000000000000000000000000000000..6cb5f27613af991ca737f84504106d01d4f97384 --- /dev/null +++ b/client/src/ts/utils/dataValidation.ts @@ -0,0 +1,152 @@ +import type { FrontendToken } from '../api/GLTR_API'; +import { codePointLength, sliceTextByCodePointOffsets } from './mergeTokenSpans'; + +/** + * 验证值是否为合法的 real_topk 元组 + */ +export const isValidRealTopkTuple = (value: unknown): value is [number, number] => { + return Array.isArray(value) + && value.length === 2 + && value.every((item) => typeof item === 'number' && Number.isFinite(item)); +}; + +/** + * 验证 token 的概率数据 + */ +export const validateTokenProbabilities = ( + tokens: Array<{ real_topk?: [number, number] }> +): string | null => { + if (!Array.isArray(tokens) || tokens.length === 0) { + return null; + } + for (let i = 0; i < tokens.length; i++) { + const tuple = tokens[i]?.real_topk; + if (!isValidRealTopkTuple(tuple)) { + return `Token #${i} 缺少合法 real_topk 数据，已取消本次处理。`; + } + } + return null; +}; + +/** + * 验证值是否为合法的 pred_topk 条目 + */ +export const isValidPredTopkEntry = (value: unknown): value is [string, number] => { + return Array.isArray(value) + && value.length === 2 + && typeof value[0] === 'string' + && typeof value[1] === 'number' + && Number.isFinite(value[1]); +}; + +/** + * 验证 token 的预测数据 + * 注意：pred_topk 可以为空数组（例如内存优化策略跳过 TopK 计算时），这是正常情况 + */ +export const validateTokenPredictions = ( + tokens: Array<{ pred_topk?: [string, number][] }> +): string | null => { + if (!Array.isArray(tokens) || tokens.length === 0) { + return '返回数据缺少 token 序列，已取消本次处理。'; + } + for (let i = 0; i < tokens.length; i++) { + const list = tokens[i]?.pred_topk; + // pred_topk 必须存在且为数组类型（允许为空数组） + if (!Array.isArray(list)) { + return `Token #${i} 缺少合法 pred_topk 数组，已取消本次处理。`; + } + // 只有当 pred_topk 不为空时，才验证其内容格式 + if (list.length > 0) { + for (let j = 0; j < list.length; j++) { + if (!isValidPredTopkEntry(list[j])) { + return `Token #${i} 的 pred_topk 项 #${j} 格式非法，已取消本次处理。`; + } + } + } + } + return null; +}; + +/** + * 格式化 token 预览文本（用于错误消息） + */ +export const formatTokenPreview = (text: string): string => { + if (!text) { + return '[空]'; + } + + const chars = Array.from(text); + if (chars.length <= 12) { + return text; + } + + const head = chars.slice(0, 6).join(''); + const tail = chars.slice(-3).join(''); + return `${head}…${tail}`; +}; + +/** + * 验证 token 数据的一致性（offset 和 raw 是否匹配）。 + * 正宽区间（end > start）：raw 须与原文按码点切片一致。 + * 零宽区间（end === start）：不校验 raw（后端可能用非空 raw 携带解码器态，如续写慢路径）。 + */ +export const validateTokenConsistency = ( + bpeStrings: Array<{ offset?: [number, number]; raw?: string }>, + originalText: string, + options: { allowOverlap?: boolean } = {} +): string | null => { + const { allowOverlap = false } = options; + if (!Array.isArray(bpeStrings) || bpeStrings.length === 0) { + return null; + } + + if (typeof originalText !== 'string') { + return '响应缺少原始文本，无法校验 token 数据，已取消本次 demo。'; + } + + const totalChars = codePointLength(originalText); + + for (let i = 0; i < bpeStrings.length; i++) { + const token = bpeStrings[i]; + if (!token) { + return `Token #${i} 数据缺失，已取消本次 demo。`; + } + + const offset = token.offset; + if (!Array.isArray(offset) || offset.length !== 2) { + return `Token #${i} 缺少合法 offset，已取消本次 demo。`; + } + + const [start, end] = offset; + if (!Number.isInteger(start) || !Number.isInteger(end)) { + return `Token #${i} 的 offset (${start}, ${end}) 不是整数，已取消本次 demo。`; + } + + if (start < 0 || end < start || end > totalChars) { + return `Token #${i} 的 offset (${start}, ${end}) 超出原文范围，已取消本次 demo。`; + } + + if (!allowOverlap && i > 0) { + const prevOffset = bpeStrings[i - 1]?.offset; + if (Array.isArray(prevOffset) && prevOffset.length === 2) { + const prevEnd = prevOffset[1]; + if (Number.isInteger(prevEnd) && start < prevEnd) { + return `Token #${i} 的 offset (${start}, ${end}) 与 Token #${i - 1} 重叠，已取消本次 demo。`; + } + } + } + + if (start < end) { + const expected = sliceTextByCodePointOffsets(originalText, start, end); + const raw = token.raw ?? ''; + if (expected !== raw) { + const previewExpected = formatTokenPreview(expected); + const previewRaw = formatTokenPreview(raw); + return `Token #${i} 数据异常：offset(${start}, ${end}) 对应原文 "${previewExpected}"，但 raw 为 "${previewRaw}"。请重新分析或修复数据。`; + } + } + } + + return null; +}; + diff --git a/client/src/ts/utils/demoBusinessLogic.ts b/client/src/ts/utils/demoBusinessLogic.ts new file mode 100644 index 0000000000000000000000000000000000000000..9153bdfbb844301bdc114ffc4f3760eec204034f --- /dev/null +++ b/client/src/ts/utils/demoBusinessLogic.ts @@ -0,0 +1,130 @@ +/** + * Demo 业务逻辑模块 + * 负责 Demo 的渲染、持久化、同步等核心业务逻辑 + */ + +import type { AnalysisData, AnalyzeResponse } from '../api/GLTR_API'; +import type { TextInputController } from '../controllers/textInputController'; +import type { DemoManager } from '../ui/demoManager'; +import type { AppState } from './appStateManager'; +import { LocalDemoCache } from '../storage/localDemoCache'; +import URLHandler from './URLHandler'; +import { getDemoName } from './pathUtils'; + +/** + * Demo 渲染选项 + */ +export interface DemoRenderOptions { + disableAnimation?: boolean; + isNewDemo?: boolean; +} + +/** + * Demo 业务逻辑依赖 + */ +export interface DemoBusinessDependencies { + textInputController: TextInputController; + demoManager: DemoManager | null; + localDemoCache: LocalDemoCache; + updateFromRequest: (data: AnalyzeResponse, disableAnimation: boolean, options?: { enableSave?: boolean }) => void; + updateAppState: (updates: Partial<AppState>) => void; + ensureSystemStarted: () => void; + updateFileNameDisplay: (filename: string | null) => void; +} + +/** + * Demo 业务逻辑管理器 + */ +export class DemoBusinessLogic { + private deps: DemoBusinessDependencies; + + constructor(deps: DemoBusinessDependencies) { + this.deps = deps; + } + + /** + * 更新 demoManager 引用 + */ + setDemoManager(demoManager: DemoManager | null): void { + this.deps.demoManager = demoManager; + } + + /** + * 清除 URL 中的 demo 参数 + */ + clearDemoUrlParam(): void { + const currentParams = URLHandler.parameters; + delete currentParams['demo']; + URLHandler.updateUrl(currentParams, false); + } + + /** + * 滚动到顶部 + */ + scrollToTop(): void { + requestAnimationFrame(() => { + const rightPanel = document.querySelector('.right_panel') as HTMLElement; + if (rightPanel) { + rightPanel.scrollTop = 0; + } + }); + } + + /** + * 统一渲染 Demo 数据（本地和服务器共用） + * 负责更新状态、渲染 UI 和滚动 + * + * @param data 要渲染的数据 + * @param source 数据来源：'local' | 'server'（用于判断是否需要显示文件名等本地文件特殊处理） + * @param filename 文件名（本地文件）或路径（服务器文件，用于提取文件名） + * @param options 渲染选项 + */ + renderDemo( + data: AnalysisData, + source: 'local' | 'server', + filename?: string, + options: DemoRenderOptions = {} + ): void { + const { disableAnimation = true, isNewDemo = true } = options; + + // 1. 先渲染 UI 并重新设置 hasValidData = true（基于已有的分析结果） + this.deps.updateFromRequest(data, disableAnimation, { enableSave: false }); + // 2. 然后设置文本值（匹配分析结果的文本填入，不会清除hasValidData） + this.deps.textInputController.setTextValue(data.request.text, true); + + // 3. 提取并保存文件名 + let currentFileName: string | null = null; + if (source === 'local' && filename) { + // 本地文件：直接使用文件名 + currentFileName = filename; + this.deps.updateFileNameDisplay(filename); + // 清除 demo 高亮（本地文件不在 demo 列表中） + this.deps.demoManager?.highlightDemo(null); + } else { + // 非本地文件：清除文件名显示 + this.deps.updateFileNameDisplay(null); + if (source === 'server' && filename) { + // 服务器文件：使用工具函数提取文件名（不含扩展名），并添加 .json + const name = getDemoName(filename); + currentFileName = `${name}.json`; + } + } + + // 4. 更新数据来源状态并重置保存标志，同时保存文件名 + this.deps.updateAppState({ + dataSource: source, + isSavedToLocal: false, + isSavedToServer: false, + currentFileName + }); + + // 5. 确保系统已启动 + this.deps.ensureSystemStarted(); + + // 6. 如果是新 demo，滚动到顶部 + if (isNewDemo) { + this.scrollToTop(); + } + } +} + diff --git a/client/src/ts/utils/demoPathUtils.ts b/client/src/ts/utils/demoPathUtils.ts new file mode 100644 index 0000000000000000000000000000000000000000..c02425a4c02ab7ea41940254ec37035a0134dfed --- /dev/null +++ b/client/src/ts/utils/demoPathUtils.ts @@ -0,0 +1,168 @@ +/** + * Demo路径和文件名工具函数 + * 统一管理所有与demo路径、文件名相关的工具函数 + */ + +import type { AnalyzeResponse } from '../api/GLTR_API'; +import { tr } from '../lang/i18n-lite'; + +/** + * 标准化文件夹路径 + * - 确保以 / 开头 + * - 去除多余的连续斜杠 + * - 去除尾部斜杠（除非是根路径 /） + * - 空字符串或 null/undefined 返回 '/' + * + * @param path 原始路径 + * @returns 标准化后的路径，空路径返回 '/' + * + * @example + * normalizeFolderPath('') => '/' + * normalizeFolderPath(null) => '/' + * normalizeFolderPath('/folder1//folder2/') => '/folder1/folder2' + * normalizeFolderPath('folder1/folder2') => '/folder1/folder2' + */ +export const normalizeFolderPath = (path: string | null | undefined): string => { + if (!path || path.trim() === '' || path === '/') { + return '/'; + } + const prefixed = path.startsWith('/') ? path : `/${path}`; + const condensed = prefixed.replace(/\/{2,}/g, '/'); + return condensed.length > 1 && condensed.endsWith('/') ? condensed.slice(0, -1) : condensed; +}; + +/** + * 组合 demo 的完整路径 + * + * @param folderPath 文件夹路径 + * @param fileName 文件名（不含扩展名） + * @returns 完整路径，如果文件名为空则返回 null + * + * @example + * composeDemoFullPath('/', 'demo1') => '/demo1' + * composeDemoFullPath('/folder1', 'demo1') => '/folder1/demo1' + */ +export const composeDemoFullPath = (folderPath: string | null | undefined, fileName: string | null | undefined): string | null => { + if (!fileName || !fileName.trim()) { + return null; + } + const normalizedFolder = normalizeFolderPath(folderPath); + const safeFileName = fileName.trim(); + return normalizedFolder === '/' ? `/${safeFileName}` : `${normalizedFolder}/${safeFileName}`; +}; + +/** + * 验证文件名合法性 + * @param fileName 文件名（不含扩展名） + * @returns 验证结果：{ valid: boolean, message?: string } + */ +export const validateFileName = (fileName: string): { valid: boolean; message?: string } => { + if (!fileName || !fileName.trim()) { + return { valid: false, message: 'File name cannot be empty' }; + } + + const trimmed = fileName.trim(); + + // 检查长度 + if (trimmed.length > 255) { + return { valid: false, message: 'File name too long (max 255 characters)' }; + } + + // Windows 和 Unix 系统都不允许的字符 + const illegalChars = /[<>:"|?*\x00-\x1f]/; + if (illegalChars.test(trimmed)) { + return { valid: false, message: 'File name contains invalid characters (cannot contain < > : " | ? * or control characters)' }; + } + + // 检查保留名称（Windows） + const reservedNames = /^(CON|PRN|AUX|NUL|COM[1-9]|LPT[1-9])(\.|$)/i; + if (reservedNames.test(trimmed)) { + return { valid: false, message: 'File name cannot be a system reserved name' }; + } + + // 检查不能以点或空格开头/结尾（某些系统） + if (trimmed.startsWith('.') || trimmed.endsWith('.')) { + return { valid: false, message: 'File name cannot start or end with a dot' }; + } + + // 检查不能包含路径分隔符 + if (trimmed.includes('/') || trimmed.includes('\\')) { + return { valid: false, message: 'File name cannot contain path separators' }; + } + + return { valid: true }; +}; + +/** + * 生成 demo 默认名称：优先使用现有文件名，否则取分析文本第一行的前50个字符 + * + * @param currentData 当前分析数据 + * @param textFieldValue 文本输入框的值 + * @param existingFileName 可选的现有文件名（如果提供且有效，则优先使用） + * @returns 默认名称 + */ +export const getDefaultDemoName = ( + currentData: AnalyzeResponse | null, + textFieldValue: string, + existingFileName?: string | null +): string => { + // 如果提供了现有文件名且有效，则使用它（去掉 .json 后缀） + if (existingFileName && existingFileName.trim() && existingFileName !== '未选择文件') { + const trimmed = existingFileName.trim(); + // 去掉 .json 后缀（如果存在） + const nameWithoutExt = trimmed.toLowerCase().endsWith('.json') + ? trimmed.slice(0, -5) + : trimmed; + if (nameWithoutExt) { + return nameWithoutExt; + } + } + + // 否则，使用第一行逻辑（与主文本框一致不 trim） + const rawText = currentData ? currentData.request.text : textFieldValue || ''; + if (!rawText) { + return '新Demo'; + } + const firstLineBreak = rawText.search(/[\r\n]/); + const firstLine = firstLineBreak === -1 ? rawText : rawText.slice(0, firstLineBreak); + return (firstLine.length ? firstLine : '新Demo').slice(0, 50); +}; + +/** + * 构建保存目录选项（根目录优先） + * 统一文件夹排序和选项生成逻辑 + * + * @param folders 文件夹列表 + * @param lastPath 上次保存的路径（从 localStorage 获取） + * @returns 选项列表和默认路径 + */ +export const buildFolderOptions = ( + folders: string[], + lastPath: string | null +): { options: Array<{ value: string; text: string }>, defaultPath: string } => { + // 排序文件夹列表：根目录排在最前面 + const sorted = [...folders].sort((a, b) => { + const normA = normalizeFolderPath(a); + const normB = normalizeFolderPath(b); + if (normA === '/' && normB !== '/') return -1; + if (normA !== '/' && normB === '/') return 1; + return normA.localeCompare(normB, 'zh-CN', { numeric: true, sensitivity: 'base' }); + }); + + // 转换为选项格式 + const options = sorted.map(folder => ({ + value: folder, + text: folder === '' || folder === '/' ? tr('/ (Root)') : folder + })); + + // 设置默认路径：优先使用上次保存的路径，如果不存在则使用根目录 + let defaultPath = '/'; + if (lastPath && sorted.includes(lastPath)) { + defaultPath = lastPath; + } else if (sorted.length > 0) { + defaultPath = sorted[0] || '/'; + } + + return { options, defaultPath }; +}; + diff --git a/client/src/ts/utils/digitsMergeManager.ts b/client/src/ts/utils/digitsMergeManager.ts new file mode 100644 index 0000000000000000000000000000000000000000..309153fd3da4a5692c84918ad3e5df7c6af02322 --- /dev/null +++ b/client/src/ts/utils/digitsMergeManager.ts @@ -0,0 +1,50 @@ +/** 数字段合并（digit merge）开关，与 BPE overlap 合并独立；默认开启以保持既有行为 */ +export const DIGITS_MERGE_STORAGE_KEY = 'info_radar_digits_merge_enabled'; + +const renderListeners = new Set<() => void>(); + +function invokeRenderListener(cb: () => void): void { + try { + cb(); + } catch (e) { + console.error('[digitsMerge] render listener failed', e); + } +} + +function notifyDigitsMergeRenderListeners(): void { + for (const cb of Array.from(renderListeners)) { + invokeRenderListener(cb); + } +} + +let storageListenerAttached = false; + +function ensureStorageListener(): void { + if (storageListenerAttached) return; + storageListenerAttached = true; + window.addEventListener('storage', (e: StorageEvent) => { + if (e.key !== DIGITS_MERGE_STORAGE_KEY) return; + notifyDigitsMergeRenderListeners(); + }); +} + +/** + * 注册 digit merge 变更后的重绘： + * - **其它标签页**改 `localStorage` 时走 `storage`（同页 `setItem` 不会触发 `storage`，见 HTML 规范）； + * - **同页**改开关须走 {@link setDigitsMergeEnabled}，写入后会调用此处注册的回调。 + */ +export function addDigitsMergeRenderListener(callback: () => void): void { + renderListeners.add(callback); + ensureStorageListener(); +} + +export function getDigitsMergeEnabled(): boolean { + const v = localStorage.getItem(DIGITS_MERGE_STORAGE_KEY); + if (v === null) return true; + return v === 'true'; +} + +export function setDigitsMergeEnabled(enabled: boolean): void { + localStorage.setItem(DIGITS_MERGE_STORAGE_KEY, enabled ? 'true' : 'false'); + notifyDigitsMergeRenderListeners(); +} diff --git a/client/src/ts/utils/errorUtils.ts b/client/src/ts/utils/errorUtils.ts new file mode 100644 index 0000000000000000000000000000000000000000..0698c96bf96cb13ed68e8c978a80f77ad4e982ee --- /dev/null +++ b/client/src/ts/utils/errorUtils.ts @@ -0,0 +1,35 @@ +/** + * 错误处理工具函数 + */ + +import { DemoFormatError } from './localFileUtils'; +import { tr } from '../lang/i18n-lite'; + +/** + * 从错误对象中提取错误消息 + * 支持多种错误类型，提供统一的错误消息提取接口 + * + * @param error 错误对象（可能是 Error、DemoFormatError、SyntaxError 等） + * @param defaultMessage 默认错误消息（当无法提取时使用） + * @returns 错误消息字符串 + */ +export function extractErrorMessage(error: unknown, defaultMessage: string): string { + if (error instanceof DemoFormatError) { + return error.message; + } + if (error instanceof SyntaxError) { + return tr('File is not a valid JSON format'); + } + if (error instanceof Error) { + return error.message; + } + return defaultMessage; +} + +/** + * 将可与翻译表精确匹配的 API/后端英文错误转为当前界面语言。 + * 带数字等变化内容的错误一般不翻译，保持服务端返回的英文。 + */ +export function translateApiErrorMessage(message: string): string { + return tr(message); +} diff --git a/client/src/ts/utils/findSplitPoint.test.ts b/client/src/ts/utils/findSplitPoint.test.ts new file mode 100644 index 0000000000000000000000000000000000000000..d0c7998110de9f014f7db61d89b3e0e2052bdb5c --- /dev/null +++ b/client/src/ts/utils/findSplitPoint.test.ts @@ -0,0 +1,92 @@ +/** + * findSplitPoint 单元测试 + * 运行: cd client/src && npx tsx ts/utils/findSplitPoint.test.ts + * + * SEPARATOR_GROUPS（内部常量，测试依赖其默认值）: + * Group 0（句子级）: 。！？.!? + * Group 1（子句级）: ；;，, （空格） + */ +import { findSplitPoint } from "./semanticUtils"; + +let passed = 0; +let failed = 0; + +function assert(desc: string, actual: number, expected: number) { + if (actual === expected) { + console.log(` ✓ ${desc}`); + passed++; + } else { + console.error(` ✗ ${desc} — expected ${expected}, got ${actual}`); + failed++; + } +} + +// ── 1. 无任何分隔符 → 回退到 maxEnd ───────────────────────────────────────── +console.log("1. 无分隔符，回退 maxEnd"); +assert("纯字母无分隔符", findSplitPoint("abcdef", 0, 6), 6); +assert("start=2，仍无分隔符", findSplitPoint("abcdef", 2, 5), 5); +assert("CJK 无分隔符", findSplitPoint("你好世界", 0, 4), 4); + +// ── 2. 优先级：句子级优先于子句级 ──────────────────────────────────────────── +console.log("2. 句子级 vs 子句级优先级"); +// "你好，世界。再见" → 句号在后，逗号在前；应选句号 +assert("句号优先于逗号", + findSplitPoint("你好，世界。再见", 0, 7), 6); // "世界。" 结束位置 = idx 6 +// "Hello, world! foo" → 感叹号优先于逗号 +assert("感叹号优先于逗号", + findSplitPoint("Hello, world! foo", 0, 14), 13); // "world!" 结束 idx=13 + +// ── 3. 同组内取最靠右的 ───────────────────────────────────────────────────── +console.log("3. 同组内最靠右"); +// "A.B?C" → .在idx1，?在idx3，同属句子级，取 ? 结尾(idx=4) +assert("同组取最靠右(. vs ?)", + findSplitPoint("A.B?C", 0, 5), 4); +// "x，y。z，w"（全 JS 单字符）→ 。在 idx=3，边界=4；后面的 ，在 idx=5（group1）；group0 优先 → 返回 4 +assert("句子级 。 优先于后面的 ，", + findSplitPoint("x，y。z，w", 0, 8), 4); + +// ── 4. start 偏移 ──────────────────────────────────────────────────────────── +console.log("4. start 偏移"); +// "abcde.fg" start=4 → window="e.fg"，. 在 window[1] → 返回 start+2=6 +assert("start 偏移后找到句点", + findSplitPoint("abcde.fg", 4, 8), 6); +// start=0 maxEnd=4 → window="abcd"，无分隔符 → 4 +assert("偏移后 window 无分隔符回退", + findSplitPoint("abcde.fg", 0, 4), 4); + +// ── 5. 分隔符恰在 maxEnd 边界 ─────────────────────────────────────────────── +console.log("5. 分隔符紧贴 maxEnd"); +// "abc." maxEnd=4 → window 包含 . → 返回 4 +assert("句点恰在 maxEnd 处", + findSplitPoint("abc.", 0, 4), 4); +// "abc." maxEnd=3 → window="abc"，无分隔符 → 3 +assert("句点刚好在 maxEnd 之外", + findSplitPoint("abc.", 0, 3), 3); + +// ── 6. 空格（子句级最低优先）───────────────────────────────────────────────── +console.log("6. 空格（最低优先级）"); +assert("只有空格时选空格", + findSplitPoint("hello world", 0, 11), 6); // "hello " 结束 idx=6 +// 空格 + 逗号 → 逗号优先（同属 group1，取最靠右的） +// "hello, world test" → "，" 不存在，"," 在 idx=5，空格在 idx=12，同组取靠右 → 13（空格后） +assert("空格与逗号同组，取最靠右", + findSplitPoint("hello, world test", 0, 17), 13); + +// ── 7. 连续分隔符 ──────────────────────────────────────────────────────────── +console.log("7. 连续分隔符"); +// "a..b" → 两个 . 都在 group0，lastIndexOf 找到靠右的那个(idx=2) → 返回 3 +assert("连续句点取靠右", + findSplitPoint("a..b", 0, 4), 3); + +// ── 8. 中文标点 ───────────────────────────────────────────────────────────── +console.log("8. 中文标点"); +// "这是句子。下一句" → 。在idx4 → 返回 5 +assert("中文句号", + findSplitPoint("这是句子。下一句", 0, 8), 5); +// "这是，子句；另一" → ；在group0?不对，；在group1；，也在group1，；在idx4，，在idx2，取靠右 → idx=5 +assert("中文分号优先于逗号（同组靠右）", + findSplitPoint("这是，子句；另一", 0, 8), 6); + +// ── 结果汇总 ───────────────────────────────────────────────────────────────── +console.log(`\n结果: ${passed} 通过 / ${failed} 失败`); +if (failed > 0) process.exit(1); diff --git a/client/src/ts/utils/fitQuality.ts b/client/src/ts/utils/fitQuality.ts new file mode 100644 index 0000000000000000000000000000000000000000..816ea812ea6a0c3145655b3c590c7f7745d169a7 --- /dev/null +++ b/client/src/ts/utils/fitQuality.ts @@ -0,0 +1,39 @@ +/** + * 拟合质量计算（纯数学，无 Node 依赖） + */ + +import { logNormalCdf } from './lognormalFit'; + +/** + * 计算截尾对数正态在拟合区间内的拟合质量（仅用拟合数据） + * @returns { maxDiff, rmse, maxDiffIdx } maxDiff = max|CDF_trunc - ECDF|，rmse = sqrt(mean(diff²)) + */ +export function computeFitQuality( + noise: number[], + tau: number, + mu: number, + sigma: number +): { maxDiff: number; rmse: number; maxDiffIdx: number } { + const nNoise = noise.length; + if (nNoise < 1) return { maxDiff: NaN, rmse: NaN, maxDiffIdx: -1 }; + const F_tau = logNormalCdf(tau, mu, sigma); + const cdfTrunc = (x: number) => + x <= 0 ? 0 : x >= tau ? 1 : logNormalCdf(x, mu, sigma) / F_tau; + + let maxDiff = 0; + let maxDiffIdx = 0; + let sumSqDiff = 0; + for (let i = 0; i < nNoise; i++) { + const x = noise[i]!; + const ecdf = (i + 1) / nNoise; + const cdf = cdfTrunc(x); + const diff = cdf - ecdf; + if (Math.abs(diff) > maxDiff) { + maxDiff = Math.abs(diff); + maxDiffIdx = i; + } + sumSqDiff += diff * diff; + } + const rmse = Math.sqrt(sumSqDiff / nNoise); + return { maxDiff, rmse, maxDiffIdx }; +} diff --git a/client/src/ts/utils/generationEndReasonLabel.ts b/client/src/ts/utils/generationEndReasonLabel.ts new file mode 100644 index 0000000000000000000000000000000000000000..847b0256cfc1685c061316287d2d9062c7235fe4 --- /dev/null +++ b/client/src/ts/utils/generationEndReasonLabel.ts @@ -0,0 +1,74 @@ +import { tr } from '../lang/i18n-lite'; + +/** 归一后的展示类别（内部用，与 API 字符串无强耦合） */ +export type GenerationEndDisplayKind = 'eos' | 'length_limit' | 'stopped' | 'error'; + +export function generationEndReasonLabel(kind: GenerationEndDisplayKind): string { + switch (kind) { + case 'eos': + return tr('EOS reached'); + case 'length_limit': + return tr('Maximum length reached'); + case 'stopped': + return tr('Stopped'); + case 'error': + return tr('Error'); + default: { + const _exhaustive: never = kind; + return _exhaustive; + } + } +} + +/** + * 产生方统一采用 OpenAI completions `finish_reason` _subset_ + `error`： + * Chat 服务端返回值、Causal Flow 循环结束、缓存 `completionReason` 均使用同一套字符串。 + */ +export const COMPLETION_FINISH_REASONS = ['stop', 'length', 'abort', 'error'] as const; + +export type CompletionFinishReason = (typeof COMPLETION_FINISH_REASONS)[number]; + +/** 旧版 Causal Flow 曾写入的别名（仅读写兼容，新写入均为 {@link COMPLETION_FINISH_REASONS}） */ +const LEGACY_FINISH_TO_CANONICAL: Record<string, CompletionFinishReason> = { + eos: 'stop', + max_tokens: 'length', + aborted: 'abort', +}; + +const FINISH_REASON_TO_DISPLAY: Record<CompletionFinishReason, GenerationEndDisplayKind> = { + stop: 'eos', + length: 'length_limit', + abort: 'stopped', + error: 'error', +}; + +export function isCompletionFinishReason(s: string): s is CompletionFinishReason { + return (COMPLETION_FINISH_REASONS as readonly string[]).includes(s); +} + +/** demo JSON / IndexedDB 里可能出现的 completionReason 值（含旧别名） */ +export function isKnownPersistedCompletionReason(s: string): boolean { + return isCompletionFinishReason(s) || s in LEGACY_FINISH_TO_CANONICAL; +} + +/** 将旧别名转为规范词；已是规范词或非别名则原样返回（如 OpenAI `content_filter`）。 */ +export function canonicalizeCompletionFinishReason(raw: string): string { + const r = raw.trim(); + if (!r) return r; + if (isCompletionFinishReason(r)) return r; + return LEGACY_FINISH_TO_CANONICAL[r] ?? r; +} + +/** + * Completions `finish_reason` 与 Causal Flow 结束原因 → 展示文案。 + * 未识别的非空值原样返回（不翻译）。 + */ +export function completionFinishReasonLabel(finishReason: string | null | undefined): string { + const r = (finishReason ?? '').trim(); + if (!r) return ''; + const c = canonicalizeCompletionFinishReason(r); + if (isCompletionFinishReason(c)) { + return generationEndReasonLabel(FINISH_REASON_TO_DISPLAY[c]); + } + return r; +} diff --git a/client/src/ts/utils/hashUtils.ts b/client/src/ts/utils/hashUtils.ts new file mode 100644 index 0000000000000000000000000000000000000000..d7eebdbd9e84b21be4092337fd4117a8fd7bbbc3 --- /dev/null +++ b/client/src/ts/utils/hashUtils.ts @@ -0,0 +1,83 @@ +/** + * 哈希工具函数 + */ +import { tr } from '../lang/i18n-lite'; + +/** + * Crypto Subtle 不可用错误 + * 用于标识因 crypto.subtle 不可用导致的错误 + */ +export class CryptoSubtleUnavailableError extends Error { + constructor(message: string) { + super(message); + this.name = 'CryptoSubtleUnavailableError'; + } +} + +/** + * 验证哈希值格式（4位十六进制） + * @param hash 待验证的哈希值 + * @returns 是否为有效的4位十六进制哈希 + */ +export function isValidHash(hash: string): boolean { + return /^[0-9a-fA-F]{4}$/.test(hash); +} + +/** + * 检查 crypto.subtle 是否可用 + * @returns 是否可用 + */ +function isCryptoSubtleAvailable(): boolean { + return typeof crypto !== 'undefined' && + crypto.subtle !== undefined; +} + +/** + * 计算文件内容的4位哈希值 + * @param data 文件内容 + * @returns 4位十六进制哈希值 + * @throws CryptoSubtleUnavailableError 如果 crypto.subtle 不可用 + */ +export async function hashContent(data: any): Promise<string> { + // 检查 crypto.subtle 是否可用 + if (!isCryptoSubtleAvailable()) { + const isLocalhost = window.location.hostname === 'localhost' || + window.location.hostname === '127.0.0.1' || + window.location.hostname === '[::1]'; + const protocol = window.location.protocol; + + let message = tr('Unable to use encryption API (crypto.subtle), local cache save feature is unavailable.') + '\n\n'; + + if (protocol === 'http:' && !isLocalhost) { + message += tr('Reason: Currently accessing via non-HTTPS non-localhost address, browser security policy has disabled encryption API.') + '\n\n'; + message += tr('Solution:') + '\n'; + message += '1. ' + tr('Recommended: Access via http://localhost:port (recommended)') + '\n'; + message += '2. ' + tr('Or: Configure HTTPS access'); + } else if (protocol === 'file:') { + message += tr('Reason: Opening page via file:// protocol, browser security policy has disabled encryption API.') + '\n\n'; + message += tr('Solution: Please access the application via http://localhost:port'); + } else { + message += tr('Reason: Browser does not support or has disabled encryption API.') + '\n\n'; + message += tr('Solution:') + '\n'; + message += '1. ' + tr('Use http://localhost:port to access (recommended)') + '\n'; + message += '2. ' + tr('Or configure HTTPS access'); + } + + throw new CryptoSubtleUnavailableError(message); + } + + // 序列化数据 + const content = JSON.stringify(data); + + // 使用 SubtleCrypto API 计算 SHA-256 + const encoder = new TextEncoder(); + const dataBuffer = encoder.encode(content); + const hashBuffer = await crypto.subtle.digest('SHA-256', dataBuffer); + + // 转换为十六进制字符串，取前4位 + const hashArray = Array.from(new Uint8Array(hashBuffer)); + const hashHex = hashArray.map(b => b.toString(16).padStart(2, '0')).join(''); + + return hashHex.slice(0, 4); +} + diff --git a/client/src/ts/utils/highlightUtils.ts b/client/src/ts/utils/highlightUtils.ts new file mode 100644 index 0000000000000000000000000000000000000000..df9ba917aeb5538844c69eebef3532ef4fef6130 --- /dev/null +++ b/client/src/ts/utils/highlightUtils.ts @@ -0,0 +1,141 @@ +import type { FrontendAnalyzeResult } from '../api/GLTR_API'; +import { calculateSurprisal, calculateSurprisalDensity } from './Util'; +import { extractRealTopkFromTokens } from './tokenUtils'; + +/** 首/末 bin 包含超出范围的值，中间 bin 为 [x0, x1) */ +function valueInBinRange(value: number, x0: number, x1: number, binIndex: number, no_bins: number): boolean { + const isFirstBin = binIndex === 0; + const isLastBin = binIndex === no_bins - 1; + if (isFirstBin) return value < x1; + if (isLastBin) return value >= x0; + return value >= x0 && value < x1; +} + +export type HistogramType = 'token' | 'byte' | 'raw_score_normed'; +export type HighlightData = FrontendAnalyzeResult & { + rawScoresNormed?: number[]; + attentionRawScores?: number[]; + signalProbs?: number[]; + pPwValues?: number[]; + pwScores?: number[]; +}; + +/** + * 根据直方图 bin 的范围计算需要高亮的 token 索引集合（基于合并后 token 的 surprisal，与直方图数据一致） + * @param x0 bin 起始值 + * @param x1 bin 结束值 + * @param binIndex bin在bins数组中的索引 + * @param no_bins 直方图的总bin数量 + * @param data 前端分析结果（包含 bpeBpeMergedTokens） + * @returns 需要高亮的 merged token 索引集合 + */ +export function calculateTokenSurprisalHighlights( + x0: number, + x1: number, + binIndex: number, + no_bins: number, + data: HighlightData +): Set<number> { + const highlightedIndices = new Set<number>(); + const bpeBpeMergedTokens = data.bpeBpeMergedTokens; + if (!bpeBpeMergedTokens?.length) return highlightedIndices; + + const mergedRealTopk = extractRealTopkFromTokens(bpeBpeMergedTokens); + for (let i = 0; i < bpeBpeMergedTokens.length; i++) { + const surprisal = calculateSurprisal(mergedRealTopk[i][1]); + if (!Number.isFinite(surprisal)) continue; + if (!valueInBinRange(surprisal, x0, x1, binIndex, no_bins)) continue; + highlightedIndices.add(i); + } + return highlightedIndices; +} + +/** + * 根据直方图 bin 的范围计算需要高亮的 token 索引集合（基于信息密度） + * @param x0 bin 起始值 + * @param x1 bin 结束值 + * @param binIndex bin在bins数组中的索引 + * @param no_bins 直方图的总bin数量 + * @param data 前端分析结果（包含 bpeBpeMergedTokens） + * @returns 需要高亮的 merged token 索引集合 + */ +export function calculateByteSurprisalHighlights( + x0: number, + x1: number, + binIndex: number, + no_bins: number, + data: HighlightData +): Set<number> { + const highlightedIndices = new Set<number>(); + const bpeBpeMergedTokens = data.bpeBpeMergedTokens; + if (!bpeBpeMergedTokens?.length) return highlightedIndices; + + for (let i = 0; i < bpeBpeMergedTokens.length; i++) { + const informationDensity = calculateSurprisalDensity(bpeBpeMergedTokens[i]); + if (!Number.isFinite(informationDensity)) continue; + if (!valueInBinRange(informationDensity, x0, x1, binIndex, no_bins)) continue; + highlightedIndices.add(i); + } + return highlightedIndices; +} + +/** + * 根据直方图 bin 的范围计算需要高亮的 token 索引集合（基于 raw_score_normed） + * 使用 rawScoresNormed（与 bpeBpeMergedTokens 对齐），按 bin 范围筛选 + */ +export function calculateRawScoreNormedHighlights( + x0: number, + x1: number, + binIndex: number, + no_bins: number, + data: HighlightData +): Set<number> { + const highlightedIndices = new Set<number>(); + const scores = data.rawScoresNormed; + if (!scores?.length) return highlightedIndices; + + for (let i = 0; i < scores.length; i++) { + const score = scores[i]; + if (!Number.isFinite(score)) continue; + if (!valueInBinRange(score, x0, x1, binIndex, no_bins)) continue; + highlightedIndices.add(i); + } + return highlightedIndices; +} + +/** + * 根据直方图类型和 bin 范围计算需要高亮的 token 索引集合 + * @param histogramType 直方图类型 + * @param x0 bin 起始值 + * @param x1 bin 结束值 + * @param binIndex bin在bins数组中的索引 + * @param no_bins 直方图的总bin数量 + * @param data 前端分析结果 + * @returns 需要高亮的 merged token 索引集合和对应的高亮样式 + */ +export function calculateHighlights( + histogramType: HistogramType, + x0: number, + x1: number, + binIndex: number, + no_bins: number, + data: HighlightData +): { indices: Set<number>; style: 'border' | 'underline' } { + if (histogramType === 'byte') { + return { + indices: calculateByteSurprisalHighlights(x0, x1, binIndex, no_bins, data), + style: 'underline' + }; + } + if (histogramType === 'raw_score_normed') { + return { + indices: calculateRawScoreNormedHighlights(x0, x1, binIndex, no_bins, data), + style: 'underline' + }; + } + return { + indices: calculateTokenSurprisalHighlights(x0, x1, binIndex, no_bins, data), + style: 'border' + }; +} + diff --git a/client/src/ts/utils/infoDensityRenderManager.ts b/client/src/ts/utils/infoDensityRenderManager.ts new file mode 100644 index 0000000000000000000000000000000000000000..1278515f60c46a3afe88eebc1b5356fe73ff9d64 --- /dev/null +++ b/client/src/ts/utils/infoDensityRenderManager.ts @@ -0,0 +1,11 @@ +/** 信息密度底色渲染开关：为 true 时关闭信息密度/classic 底色（语义叠加层不受影响） */ +const KEY = 'info_radar_disable_info_density_render'; + +export function getInfoDensityRenderDisabled(): boolean { + const v = localStorage.getItem(KEY); + return v === 'true'; +} + +export function setInfoDensityRenderDisabled(disabled: boolean): void { + localStorage.setItem(KEY, disabled ? 'true' : 'false'); +} diff --git a/client/src/ts/utils/localFileUtils.ts b/client/src/ts/utils/localFileUtils.ts new file mode 100644 index 0000000000000000000000000000000000000000..703b75226e263adfb00e8ab72e09a8c7d34fa8f2 --- /dev/null +++ b/client/src/ts/utils/localFileUtils.ts @@ -0,0 +1,114 @@ +/** + * Demo数据验证工具 + */ + +import type { AnalysisData } from "../api/GLTR_API"; +import { + validateTokenPredictions, + validateTokenProbabilities, + validateTokenConsistency +} from './dataValidation'; +import { tr } from '../lang/i18n-lite'; + +/** + * Demo JSON格式验证错误类型 + */ +export class DemoFormatError extends Error { + constructor(message: string) { + super(message); + this.name = 'DemoFormatError'; + } +} + +/** + * 验证demo JSON格式是否符合要求 + * 首先检查基本结构（是否像"我们的"json格式），然后复用现有验证函数进行具体合法性校验 + */ +export function validateDemoFormat(data: any): data is AnalysisData { + // 1. 检查基本结构：是否为有效的JSON对象 + if (!data || typeof data !== 'object') { + throw new DemoFormatError(tr('File content is not a valid JSON object')); + } + + // 2. 检查request字段：是否存在且为对象 + if (!data.request || typeof data.request !== 'object') { + throw new DemoFormatError(tr('Missing required "request" field')); + } + + if (typeof data.request.text !== 'string') { + throw new DemoFormatError('request.text字段必须是字符串'); + } + + // 3. 检查result字段：是否存在且为对象 + if (!data.result || typeof data.result !== 'object') { + throw new DemoFormatError(tr('Missing required "result" field')); + } + + // 4. 检查bpe_strings数组：是否存在且为非空数组 + if (!Array.isArray(data.result.bpe_strings)) { + throw new DemoFormatError('result.bpe_strings字段必须是数组'); + } + + if (data.result.bpe_strings.length === 0) { + throw new DemoFormatError('result.bpe_strings数组不能为空'); + } + + // 5. 检查每个token是否为对象（基本类型检查） + for (let i = 0; i < data.result.bpe_strings.length; i++) { + const token = data.result.bpe_strings[i]; + if (!token || typeof token !== 'object') { + throw new DemoFormatError(`result.bpe_strings[${i}]不是有效的对象`); + } + } + + // 6. 复用现有验证函数进行具体的合法性校验 + const predTopkError = validateTokenPredictions( + data.result.bpe_strings as Array<{ pred_topk?: [string, number][] }> + ); + if (predTopkError) { + throw new DemoFormatError(predTopkError); + } + + const probabilityError = validateTokenProbabilities( + data.result.bpe_strings as Array<{ real_topk?: [number, number] }> + ); + if (probabilityError) { + throw new DemoFormatError(probabilityError); + } + + // 7. 验证token数据的一致性（offset和raw是否匹配） + const text = data.request.text; + if (text) { + const consistencyError = validateTokenConsistency( + data.result.bpe_strings as Array<{ offset?: [number, number]; raw?: string }>, + text, + { allowOverlap: true } + ); + if (consistencyError) { + throw new DemoFormatError(consistencyError); + } + } + + return true; +} + +/** + * 验证demo JSON格式（返回布尔值版本） + * 用于需要布尔返回值的场景，内部调用 validateDemoFormat + */ +export function isValidDemoFormat(data: unknown): data is AnalysisData { + try { + validateDemoFormat(data); + return true; + } catch { + return false; + } +} + +/** + * 确保文件名以 .json 结尾 + * 如果文件名已有 .json 后缀，直接返回；否则添加 .json 后缀 + */ +export function ensureJsonExtension(filename: string): string { + return filename.endsWith('.json') ? filename : `${filename}.json`; +} diff --git a/client/src/ts/utils/lognormalFit.ts b/client/src/ts/utils/lognormalFit.ts new file mode 100644 index 0000000000000000000000000000000000000000..a2011a23bc13e0431069aee322a367e97948162e --- /dev/null +++ b/client/src/ts/utils/lognormalFit.ts @@ -0,0 +1,144 @@ +/** + * 对数正态噪声拟合（纯数学，无依赖） + * 供 visualizationUpdater 使用，可独立在 Node 中测试 + */ + +export const LN_EPS = 1e-10; + +/** 标准正态 CDF Φ(x)，Abramowitz & Stegun 26.2.17 近似 */ +export function normCdf(x: number): number { + if (x <= -6) return 0; + if (x >= 6) return 1; + const a1 = 0.254829592, a2 = -0.284496736, a3 = 1.421413741, a4 = -1.453152027, a5 = 1.061405429, p = 0.3275911; + const sign = x < 0 ? -1 : 1; + const t = 1 / (1 + p * Math.abs(x) / Math.SQRT2); + const y = 1 - (((((a5 * t + a4) * t + a3) * t + a2) * t + a1) * t) * Math.exp(-x * x / 2); + return 0.5 * (1 + sign * y); +} + +/** 对数正态 CDF：F(x) = Φ((log(x) - μ) / σ)，x > 0 */ +export function logNormalCdf(x: number, mu: number, sigma: number): number { + if (x <= 0) return 0; + return normCdf((Math.log(x) - mu) / sigma); +} + +/** 区间 [a, b) 在 log-normal(μ,σ) 下的期望计数：n × (CDF(b) - CDF(a)) */ +export function logNormalExpectedCountInInterval( + a: number, b: number, n: number, mu: number, sigma: number +): number { + return n * (logNormalCdf(b, mu, sigma) - logNormalCdf(a, mu, sigma)); +} + +/** 对数正态 PDF：f(x) = φ((log(x)-μ)/σ) / (xσ)，x > 0 */ +export function logNormalPdf(x: number, mu: number, sigma: number): number { + if (x <= 0 || sigma <= 0) return 0; + const z = (Math.log(x) - mu) / sigma; + return normPdf(z) / (x * sigma); +} + +/** 标准正态 PDF φ(x) */ +function normPdf(x: number): number { + return Math.exp(-x * x / 2) / Math.sqrt(2 * Math.PI); +} + +/** 逆 Mills 比率 λ(α) = φ(α)/Φ(α)，α → −∞ 时近似 |α| */ +function millsRatio(alpha: number): number { + const Phi = normCdf(alpha); + if (Phi < 1e-300) return Math.abs(alpha); + return normPdf(alpha) / Phi; +} + +/** + * 截尾对数正态 MLE（右截尾于 τ） + * 导出供测试对比 tau=max(samples) vs tau=固定值 + */ +export function fitLogNormalTruncatedMLE( + noiseScores: number[], + tau: number +): { mu: number; sigma: number } | null { + const n = noiseScores.length; + if (n < 2 || tau <= LN_EPS) return null; + + const T = Math.log(tau); + const logData = noiseScores.map(x => Math.log(x)); + const ybar = logData.reduce((a, b) => a + b, 0) / n; + const s2 = logData.reduce((a, x) => a + (x - ybar) ** 2, 0) / n; + const s = Math.sqrt(s2); + if (s <= 0 || !isFinite(s)) return null; + + const delta = T - ybar; + + const F = (alpha: number): number => { + const lam = millsRatio(alpha); + if (!isFinite(lam)) return delta > 0 ? -1 : 1; + const g = alpha + lam; + const h = 1 - lam * g; + if (h <= 0) return NaN; + return g - (delta / s) * Math.sqrt(h); + }; + + const lo0 = -8, hi0 = delta / s + 8; + const Flo = F(lo0), Fhi = F(hi0); + if (!isFinite(Flo) || !isFinite(Fhi) || Flo * Fhi > 0) return null; + + let lo = lo0, hi = hi0, Flo_cur = Flo; + for (let i = 0; i < 60; i++) { + const mid = (lo + hi) / 2; + const Fmid = F(mid); + if (!isFinite(Fmid) || (hi - lo) < 1e-12) break; + if (Flo_cur * Fmid <= 0) { hi = mid; } + else { lo = mid; Flo_cur = Fmid; } + } + + const alpha = (lo + hi) / 2; + const lam = millsRatio(alpha); + if (!isFinite(lam)) return null; + const h = 1 - lam * (alpha + lam); + if (h <= 0) return null; + + const sigma = s / Math.sqrt(h); + const mu = ybar + sigma * lam; + if (!isFinite(sigma) || sigma <= 0 || !isFinite(mu)) return null; + return { mu, sigma }; +} + +/* + * todo: 未知原因的偏差现象： + * Monte Carlo 下 E[μ̂] 随 n 减小单调增大（系统性正偏），而非围绕真值的随机波动。 +> inforadar@0.1.0 test:lognormal:tau +> npx tsx ts/utils/lognormalFit.tauBoundary.test.ts +=== 截尾对数正态拟合硬指标测试 === + +真实参数: μ=-2, σ=0.8, τ=1 +Monte Carlo 500 次，fitLogNormalNoiseExpectedCounts percentile=0.9 + +n | E[μ̂] E[σ̂] Δμ Δσ +-------|------------------------------ + 1600 | -1.9977 0.8013 0.0023 0.0013 + 800 | -1.9950 0.8023 0.0050 0.0023 + 400 | -1.9910 0.8054 0.0090 0.0054 + 200 | -1.9851 0.8059 0.0149 0.0059 + 100 | -1.9722 0.8096 0.0278 0.0096 + 50 | -1.9541 0.8056 0.0459 0.0056 + */ + +/** + * 从 (μ, σ) 计算直方图各 bin 的期望计数 + */ +export function computeExpectedCounts( + mu: number, + sigma: number, + extent: [number, number], + noBins: number, + n: number +): number[] { + const binWidth = (extent[1] - extent[0]) / noBins; + const expectedCounts: number[] = []; + for (let i = 0; i < noBins; i++) { + const a = extent[0] + i * binWidth; + const b = extent[0] + (i + 1) * binWidth; + const p = logNormalCdf(b, mu, sigma) - logNormalCdf(a, mu, sigma); + expectedCounts.push(n * p); + } + return expectedCounts; +} diff --git a/client/src/ts/utils/mergeTokenSpans.ts b/client/src/ts/utils/mergeTokenSpans.ts new file mode 100644 index 0000000000000000000000000000000000000000..2c0a26171067cce1d3621b328dc1be1d0011dcba --- /dev/null +++ b/client/src/ts/utils/mergeTokenSpans.ts @@ -0,0 +1,228 @@ +/** + * BPE 与 token_attention 共用的 offset 几何：overlap 顺序扫描与 digit 下标分组。 + * 概率相乘 / score 求和等聚合语义由各自调用方在合并回调中实现。 + * + * offset 语义：与 dataValidation.validateTokenConsistency 一致，均为 `Array.from(text)` 下标（Unicode 码点），非 UTF-16 码元。 + */ + +/** overlap 后是否再按原文数字段合并；默认合并 */ +export type DigitMergePipelineOptions = { + digitMerge?: boolean; +}; + +/** 与全链路 token offset 一致：码点个数（含增补平面字符计 1）。 */ +export function codePointLength(text: string): number { + return Array.from(text || '').length; +} + +/** + * 按码点下标 [start, end) 取子串；与校验、合并管线一致。 + */ +export function sliceTextByCodePointOffsets(text: string, start: number, end: number): string { + const chars = Array.from(text || ''); + if (chars.length === 0) return ''; + const boundedStart = Math.max(0, Math.min(start, chars.length)); + const boundedEnd = Math.max(boundedStart, Math.min(end, chars.length)); + if (boundedStart >= boundedEnd) return ''; + return chars.slice(boundedStart, boundedEnd).join(''); +} + +/** + * Overlap 合并前：丢弃码点零宽且 `raw` 为空（缺省视为空）的条目。BPE 与 attention 共用。 + */ +export function dropEmptyZeroWidthTokens<T extends { offset: [number, number]; raw?: string }>(tokens: T[]): T[] { + return tokens.filter((t) => { + const [s, e] = t.offset; + return !(s === e && (t.raw ?? '') === ''); + }); +} + +function isAsciiDigitCodePoint(c: string): boolean { + return c.length === 1 && c >= '0' && c <= '9'; +} + +/** + * 在原文上按码点扫描，得到互不相交的「数字段」区间 `[start, end)`： + * 语义为 **0 或 1 个 ASCII 空格** + 连续 ASCII 数字 `[0-9]+`。 + * 若干空格紧邻数字时，仅**紧贴数字前的那一个空格**入段（例如 `" 123"` → 段为 `" 123"`，不含前导多余空格）。 + */ +export function asciiDigitSpanRangesByCodePoint(text: string): [number, number][] { + const chars = Array.from(text || ''); + const n = chars.length; + const spans: [number, number][] = []; + let i = 0; + while (i < n) { + if (!isAsciiDigitCodePoint(chars[i]!)) { + i++; + continue; + } + const digitStart = i; + let k = i; + while (k < n && isAsciiDigitCodePoint(chars[k]!)) k++; + const start = digitStart > 0 && chars[digitStart - 1] === ' ' ? digitStart - 1 : digitStart; + spans.push([start, k]); + i = k; + } + return spans; +} + +/** + * 在 `tokens` 中找出若干**连续整 token**，使其 offset 并集**恰好**为 `[ms, me)`（与段两端对齐、中间无缝）。 + * 若任一端落在某 token 内部（无法只用完整 token 铺满），返回 null。 + */ +function tokenIndicesCoveringSpan<T extends { offset: [number, number] }>(tokens: T[], ms: number, me: number): number[] | null { + const n = tokens.length; + let k = 0; + while (k < n && tokens[k]!.offset[1] <= ms) k++; + if (k >= n) return null; + if (tokens[k]!.offset[0] !== ms) return null; + + const idxs: number[] = []; + while (k < n) { + const [ts, te] = tokens[k]!.offset; + if (ts < ms || te > me) return null; + idxs.push(k); + if (te === me) return idxs; + k++; + if (k >= n) return null; + if (tokens[k]!.offset[0] !== te) return null; + } + return null; +} + +/** + * digit 合并分组：由原文码点上的数字段决定，与 BPE 如何切 `raw` 无关。 + * 若某数字段无法用若干连续**整 token** 恰好铺满（常见于空格段与前后 token 边界不一致），则**跳过该段**的合并，不抛错。 + */ +export function digitMergeIndexGroupsByText<T extends { offset: [number, number] }>( + originalText: string, + tokens: T[] +): number[][] { + const n = tokens.length; + if (n === 0) return []; + + const spans = asciiDigitSpanRangesByCodePoint(originalText); + const spanTag: (number | null)[] = new Array(n).fill(null); + let nextSid = 0; + + for (const [ms, me] of spans) { + const idxs = tokenIndicesCoveringSpan(tokens, ms, me); + if (!idxs) { + continue; + } + if (idxs.length < 2) continue; + + const sid = nextSid++; + for (const ti of idxs) { + if (spanTag[ti] !== null) { + const t = tokens[ti]!; + const prevSid = spanTag[ti]; + throw new Error( + `digitMerge: token 下标 ${ti} 重复落入两段数字区间（offset=[${t.offset[0]},${t.offset[1]})，先前段 id=${prevSid}）` + ); + } + spanTag[ti] = sid; + } + } + + const groups: number[][] = []; + let i = 0; + while (i < n) { + const sid = spanTag[i]!; + if (sid === null) { + groups.push([i]); + i++; + continue; + } + const g: number[] = [i]; + i++; + while (i < n && spanTag[i] === sid) { + g.push(i); + i++; + } + groups.push(g); + } + return groups; +} + +export type SequentialOverlapOptions<T> = { + getOffset: (t: T) => [number, number]; + cloneForStep: (t: T) => T; + mergeOverlappingPair: (current: T, next: T, mergedOffset: [number, number], mergedRaw: string) => T; + /** 码点下标切片，见 {@link sliceTextByCodePointOffsets} */ + sliceMergedRaw: (start: number, end: number) => string; +}; + +/** + * 顺序扫描 overlap：与既有 mergeBpeOverlapTokens / mergeAttentionTokensForRendering 行为一致。 + * + * 合并条件（满足其一即与下一 token 合并，合并步骤相同）： + * - **区间重叠**：`next` 起点 < `current` 右端（`curStart < prevEnd`）。 + * - **零宽落在下一区间内**：`current` 为码点零宽 `(p,p)`，且 `next` 为 `[ns,ne)` 满足 `ns ≤ p < ne`。 + * - **同一点连续零宽**：`current` 与 `next` 均为 `(p,p)`，先折叠成一条零宽（概率相乘 / score 相加等由 `mergeOverlappingPair` 决定），再与后续正宽 token 按上一条合并。 + * + * 零宽若无法与下一 token 合并，则照常推进；**末尾未合并的零宽**原样输出，不抛错。 + */ +export function mergeSequentialOverlap<T>(tokens: T[], options: SequentialOverlapOptions<T>): T[] { + if (!Array.isArray(tokens) || tokens.length === 0) { + return []; + } + const { getOffset, cloneForStep, mergeOverlappingPair, sliceMergedRaw } = options; + + const out: T[] = []; + let current = cloneForStep(tokens[0]!); + for (let k = 1; k < tokens.length; k++) { + const next = cloneForStep(tokens[k]!); + const [curStart] = getOffset(next); + const [cs, ce] = getOffset(current); + const prevEnd = ce; + let overlapping = curStart < prevEnd; + if (!overlapping && cs === ce) { + const [ns, ne] = getOffset(next); + if (ns <= cs && cs < ne) { + overlapping = true; + } else if (ns === ne && ns === cs) { + overlapping = true; + } + } + if (overlapping) { + const end = Math.max(prevEnd, getOffset(next)[1]); + const mergedOffset: [number, number] = [getOffset(current)[0], end]; + const mergedRaw = sliceMergedRaw(mergedOffset[0], end); + current = mergeOverlappingPair(current, next, mergedOffset, mergedRaw); + } else { + out.push(current); + current = next; + } + } + out.push(current); + return out; +} + +/** + * overlap 合并一步：拼接「合并前子片段」的 raw 列表（BPE 与 attention 共用）。 + */ +export function mergeSourcePartsForOverlapPair<T extends { offset: [number, number]; bpe_merge_parts?: string[] }>( + text: string, + current: T, + next: T +): string[] { + const curParts = + current.bpe_merge_parts ?? [sliceTextByCodePointOffsets(text, current.offset[0], current.offset[1])]; + const nextParts = + next.bpe_merge_parts ?? [sliceTextByCodePointOffsets(text, next.offset[0], next.offset[1])]; + return [...curParts, ...nextParts]; +} + +/** + * digit 合并：组内各 token 的子片段串联（子 token 若已由 overlap 合并则保留其 `bpe_merge_parts`）。 + */ +export function flattenMergePartsForDigitGroup<T extends { raw: string; bpe_merge_parts?: string[] }>( + group: number[], + tokens: T[] +): string[] { + return group.flatMap((idx) => { + const tok = tokens[idx]!; + return tok.bpe_merge_parts ?? [tok.raw]; + }); +} diff --git a/client/src/ts/utils/pathUtils.ts b/client/src/ts/utils/pathUtils.ts new file mode 100644 index 0000000000000000000000000000000000000000..ca6f3a97ded125adae492a16989cc2641b2f104d --- /dev/null +++ b/client/src/ts/utils/pathUtils.ts @@ -0,0 +1,76 @@ +/** + * 路径规范化工具函数 + */ + +/** + * 规范化完整路径（用于demo管理器的路径导航） + * - 确保以 / 开头 + * - 去除多余的连续斜杠 + * - 去除尾部斜杠（除非是根路径 /） + * + * @param path 原始路径 + * @returns 规范化后的路径，如果输入无效则返回 null + * + * @example + * normalizeFullPath('/folder1//folder2/') => '/folder1/folder2' + * normalizeFullPath('folder1/folder2') => '/folder1/folder2' + * normalizeFullPath('/') => '/' + */ +export const normalizeFullPath = (path?: string | null): string | null => { + if (!path) { + return null; + } + const trimmed = path.trim(); + if (!trimmed) { + return null; + } + const withLeadingSlash = trimmed.startsWith('/') ? trimmed : `/${trimmed}`; + const normalized = withLeadingSlash.replace(/\/{2,}/g, '/'); + return normalized.length > 1 && normalized.endsWith('/') ? normalized.slice(0, -1) : normalized; +}; + +/** + * 规范化demo文件路径（用于文件系统访问） + * - 去除前导 / + * - 确保以 .json 结尾 + * + * @param path 原始路径 + * @returns 规范化后的相对路径 + * + * @example + * normalizeDemoPath('/demo1.json') => 'demo1.json' + * normalizeDemoPath('/folder/demo1') => 'folder/demo1.json' + * normalizeDemoPath('demo1') => 'demo1.json' + */ +export const normalizeDemoPath = (path: string): string => { + let normalized = path.trim(); + // 去除前导 / + if (normalized.startsWith('/')) { + normalized = normalized.substring(1); + } + // 确保以 .json 结尾 + if (!normalized.endsWith('.json')) { + normalized += '.json'; + } + return normalized; +}; + +/** + * 从路径提取demo名称（文件名，不含扩展名和路径） + * + * @param path demo路径 + * @returns demo名称 + * + * @example + * getDemoName('/folder/demo1.json') => 'demo1' + * getDemoName('demo1.json') => 'demo1' + */ +export const getDemoName = (path: string): string => { + const normalized = normalizeDemoPath(path); + // 去除 .json 后缀，提取文件名 + const fileName = normalized.replace(/\.json$/, ''); + // 如果包含路径分隔符，取最后一部分 + const parts = fileName.split('/'); + return parts[parts.length - 1]; +}; + diff --git a/client/src/ts/utils/queryHistory.ts b/client/src/ts/utils/queryHistory.ts new file mode 100644 index 0000000000000000000000000000000000000000..93e807e1b4fec77f2dc21ff9b65a403c1acbd890 --- /dev/null +++ b/client/src/ts/utils/queryHistory.ts @@ -0,0 +1,358 @@ +/** + * 查询输入框历史（仅保存字符串）；不同入口通过 storageKey 分库存储。 + */ + +import { tr } from '../lang/i18n-lite'; + +/** 首页语义搜索等默认使用 */ +export const SEMANTIC_QUERY_HISTORY_KEY = 'info_radar_query_search_history'; +/** Raw 输入框 input history（仅填充，不与续写缓存联动） */ +export const CHAT_RAW_INPUT_HISTORY_KEY = 'info_radar_chat_raw_input_history'; +/** Chat 模板模式下「User」输入框 input history（仅填充，不与 completion 缓存联动） */ +export const CHAT_USER_INPUT_HISTORY_KEY = 'info_radar_chat_user_input_history'; +/** Chat 模板模式下「System」输入框 input history */ +export const CHAT_SYSTEM_INPUT_HISTORY_KEY = 'info_radar_chat_system_input_history'; +/** Generate & Attribute 页 Raw 输入框（与 Chat 分库） */ +export const GEN_ATTR_RAW_INPUT_HISTORY_KEY = 'info_radar_gen_attr_raw_input_history'; +/** Generate & Attribute 页 User 输入框 */ +export const GEN_ATTR_USER_INPUT_HISTORY_KEY = 'info_radar_gen_attr_user_input_history'; +/** Generate & Attribute 页 System 输入框 */ +export const GEN_ATTR_SYSTEM_INPUT_HISTORY_KEY = 'info_radar_gen_attr_system_input_history'; + +const MAX = 100; + +/** + * 选中某条历史后是否收起下拉。 + * - `applyHistoryOnHover`：仅「点击」收起，「悬停」不收起（不读 `closeOnSelect`）。 + * - 否则：由 `closeOnSelect` 决定（仅点击路径会触发）。 + */ +function shouldHideDropdownAfterSelect( + closeOnSelect: boolean, + applyHistoryOnHover: boolean, + fromHover: boolean +): boolean { + if (applyHistoryOnHover) { + return !fromHover; + } + return closeOnSelect; +} + +/** + * 是否应对「与历史项关联的缓存」执行 MRU touch（仅 MRU 顺序；表意为「应不应 touch」，不是「是否点击」）。 + * 悬停预览：false；点击主文本：true；未开启悬停应用：恒 true。 + */ +function shouldTouchLinkedMru(applyHistoryOnHover: boolean, fromHover: boolean): boolean { + return applyHistoryOnHover ? !fromHover : true; +} + +function load(storageKey: string): string[] { + try { + const raw = localStorage.getItem(storageKey); + if (!raw) return []; + const parsed = JSON.parse(raw); + if (!Array.isArray(parsed)) return []; + return parsed + .map((e: unknown) => { + if (typeof e === 'string') return e; + if (e && typeof (e as { query?: string }).query === 'string') return (e as { query: string }).query; + return null; + }) + .filter((s): s is string => typeof s === 'string') + .slice(0, MAX); + } catch { + return []; + } +} + +function remove(storageKey: string, query: string): void { + const list = load(storageKey).filter((s) => s !== query); + localStorage.setItem(storageKey, JSON.stringify(list)); +} + +export function saveHistory(query: string, storageKey: string = SEMANTIC_QUERY_HISTORY_KEY): void { + const list = [query, ...load(storageKey).filter((s) => s !== query)].slice(0, MAX); + localStorage.setItem(storageKey, JSON.stringify(list)); +} + +export interface InitQueryHistoryDropdownOptions { + /** + * 可为空：仅「历史按钮 + 下拉」、不绑定任何输入框时（如 Cached history）传 null， + * 此时须提供 {@link historyButton}，且 {@link openDropdownOnFocusInput} 应为 false。 + */ + input: HTMLInputElement | HTMLTextAreaElement | null; + dropdownId: string; + /** 无 input 时不会调用（仅绑定在 input 的 input 事件上） */ + onSelect: () => void; + /** + * 选中某条历史时回调；第二项 `shouldTouch` 表示**是否应对关联 MRU 执行 touch**（由本组件按悬停/点击推导）， + * 非「事件是否来自点击」的原始标记。 + */ + onHistorySelect?: (query: string, shouldTouch?: boolean) => void; + /** 删除某条历史时回调，用于同步清理相关缓存（可返回 Promise） */ + onRemove?: (query: string) => void | Promise<void>; + /** 若提供则在叉号左侧显示 ↑，点击后调用（如 completion 缓存 touch 置顶；可返回 Promise） */ + onPromote?: (query: string) => void | Promise<void>; + /** 输入框外的按钮：点击后弹出历史下拉（与语义搜索 History 入口一致） */ + historyButton?: HTMLElement | null; + /** + * localStorage 键，默认与首页语义搜索共用 {@link SEMANTIC_QUERY_HISTORY_KEY}。 + * 若提供 {@link getHistoryItems} 或 {@link getHistoryEntries}，则不再从 localStorage 读列表（如续写缓存由 IndexedDB MRU 提供）。 + */ + storageKey?: string; + /** 自定义列表数据源；提供时优先于 {@link storageKey} */ + getHistoryItems?: () => string[]; + /** + * 与 {@link getHistoryItems} 二选一：每项含稳定 id（如续写缓存的 contentKey）与展示 label。 + * 选中/删除/置顶回调均传递 id。 + */ + getHistoryEntries?: () => Array<{ id: string; label: string }>; + /** + * 每次渲染列表前调用（如打开下拉时从 IndexedDB 刷新内存镜像）。 + * 失败时仍会继续渲染，避免下拉空白。 + */ + refreshHistoryItems?: () => void | Promise<void>; + /** + * 为 true（默认）时，聚焦/输入会弹出并过滤历史。 + * 为 false 时仅通过 historyButton 打开；若下拉已打开且 {@link filterHistoryByInput} 为 true，输入仍会刷新过滤。 + */ + openDropdownOnFocusInput?: boolean; + /** 为 true（默认）时按当前输入过滤列表；为 false 时始终展示全部历史（如 Chat） */ + filterHistoryByInput?: boolean; + /** + * 点击外部关闭下拉时使用的根节点；不传则用 input 所在 `.semantic-search-input-wrapper`。 + * 当下拉与 input 不在同一 wrapper 内时（如左下角独立「Cached history」入口）必须传入，以包含下拉与按钮。 + */ + clickOutsideRoot?: HTMLElement | null; + /** + * 为 false 时点击列表仅触发 {@link onHistorySelect}，不写入 input（如 Cached history 只刷新右侧）。 + * 默认 true。 + */ + fillInputOnSelect?: boolean; + /** + * 为 false 时选中条目后不关闭下拉。 + * 当 {@link applyHistoryOnHover} 为 true 时**忽略本项**，收起规则由悬停/点击在内部处理（悬停不关、点击关）。默认 true。 + */ + closeOnSelect?: boolean; + /** + * 为 true 时，在 `(hover: hover) and (pointer: fine)` 环境下指针进入主文本区域即触发与点击相同的选中逻辑（{@link onHistorySelect}、回填 input 等）， + * 但第二参 `shouldTouch` 为 false（不应 bump MRU）；触控等不满足该 media 时仅点击触发。 + * 此模式下不再读取 {@link closeOnSelect}：悬停选中不收起下拉，点击主文本收起。 + * 仅应在 Chat / Attribution 等入口显式开启；首页语义搜索等保持默认 false。 + */ + applyHistoryOnHover?: boolean; +} + +export function initQueryHistoryDropdown(options: InitQueryHistoryDropdownOptions): void { + const { + input, + dropdownId, + onSelect, + onHistorySelect, + onRemove, + onPromote, + historyButton, + storageKey = SEMANTIC_QUERY_HISTORY_KEY, + openDropdownOnFocusInput = true, + filterHistoryByInput = true, + clickOutsideRoot = null, + fillInputOnSelect = true, + closeOnSelect = true, + getHistoryItems, + getHistoryEntries, + refreshHistoryItems, + applyHistoryOnHover = false + } = options; + const dropdown = document.getElementById(dropdownId); + if (!dropdown) return; + if (!input && !historyButton) return; + if (!input && openDropdownOnFocusInput) return; + + const wrapper = + input?.closest('.semantic-search-input-wrapper') ?? + historyButton?.closest('.semantic-search-input-wrapper') ?? + null; + const outsideRoot = clickOutsideRoot ?? wrapper; + + const hideDropdown = () => dropdown.classList.remove('is-visible'); + + const buildDropdown = () => { + /** 仅精细指针且具备真实 hover 的环境挂 pointerenter 预览；触控避免假悬停与双击路径 */ + const pointerFineHover = + applyHistoryOnHover && + typeof window !== 'undefined' && + window.matchMedia('(hover: hover) and (pointer: fine)').matches; + + // 列表过滤：与输入框一致不 trim；存盘与选中回填均为完整字符串 + const filter = + filterHistoryByInput && input ? (input.value ?? '').toLowerCase() : ''; + const useEntries = getHistoryEntries != null; + const entryRows = useEntries ? getHistoryEntries!() : null; + const list = !useEntries ? (getHistoryItems ? getHistoryItems() : load(storageKey)) : null; + const filteredEntries = entryRows + ? entryRows.filter((e) => !filter || e.label.toLowerCase().includes(filter)) + : null; + const filteredStrings = list + ? list.filter((s) => !filter || s.toLowerCase().includes(filter)) + : null; + dropdown.innerHTML = ''; + const filtered = filteredEntries ?? filteredStrings ?? []; + if (filtered.length === 0) { + hideDropdown(); + return; + } + dropdown.classList.add('is-visible'); + if (filteredEntries) { + for (const row of filteredEntries) { + const q = row.id; + const display = row.label; + const li = document.createElement('li'); + const span = document.createElement('span'); + span.className = 'history-text'; + span.textContent = display; + if (!pointerFineHover) span.title = display; + let promoteBtn: HTMLButtonElement | null = null; + if (onPromote) { + promoteBtn = document.createElement('button'); + promoteBtn.className = 'demo-history-promote-btn'; + promoteBtn.type = 'button'; + promoteBtn.textContent = '↑'; + promoteBtn.title = tr('Move to top'); + promoteBtn.onclick = (e) => { + e.stopPropagation(); + void Promise.resolve(onPromote?.(q)).then(() => render()); + }; + } + const selectItem = (fromHover: boolean) => { + if (shouldHideDropdownAfterSelect(closeOnSelect, applyHistoryOnHover, fromHover)) { + hideDropdown(); + } + if (fillInputOnSelect && input) { + input.value = display; + input.dispatchEvent(new Event('input', { bubbles: true })); + } + onHistorySelect?.(q, shouldTouchLinkedMru(applyHistoryOnHover, fromHover)); + }; + span.onclick = () => selectItem(false); + if (pointerFineHover) { + span.addEventListener('pointerenter', () => selectItem(true)); + } + li.appendChild(span); + if (promoteBtn) li.appendChild(promoteBtn); + if (onRemove) { + const btn = document.createElement('button'); + btn.className = 'demo-delete-btn'; + btn.type = 'button'; + btn.textContent = '×'; + btn.title = tr('Remove'); + btn.onclick = (e) => { + e.stopPropagation(); + void Promise.resolve(onRemove(q)).then(() => render()); + }; + li.appendChild(btn); + } + dropdown.appendChild(li); + } + return; + } + for (const q of filteredStrings!) { + const li = document.createElement('li'); + const span = document.createElement('span'); + span.className = 'history-text'; + span.textContent = q; + if (!pointerFineHover) span.title = q; + let promoteBtn: HTMLButtonElement | null = null; + if (onPromote) { + promoteBtn = document.createElement('button'); + promoteBtn.className = 'demo-history-promote-btn'; + promoteBtn.type = 'button'; + promoteBtn.textContent = '↑'; + promoteBtn.title = tr('Move to top'); + promoteBtn.onclick = (e) => { + e.stopPropagation(); + void Promise.resolve(onPromote?.(q)).then(() => render()); + }; + } + const btn = document.createElement('button'); + btn.className = 'demo-delete-btn'; + btn.type = 'button'; + btn.textContent = '×'; + btn.title = tr('Remove'); + const selectItem = (fromHover: boolean) => { + if (shouldHideDropdownAfterSelect(closeOnSelect, applyHistoryOnHover, fromHover)) { + hideDropdown(); + } + if (fillInputOnSelect && input) { + input.value = q; + // 触发 input，使依赖 input 的统计（如 TextInputController 字数）与 input 监听器中的 onSelect/syncClear 一并更新 + input.dispatchEvent(new Event('input', { bubbles: true })); + } + onHistorySelect?.(q, shouldTouchLinkedMru(applyHistoryOnHover, fromHover)); + }; + span.onclick = () => selectItem(false); + if (pointerFineHover) { + span.addEventListener('pointerenter', () => selectItem(true)); + } + btn.onclick = (e) => { + e.stopPropagation(); + if (!getHistoryItems && !getHistoryEntries) { + remove(storageKey, q); + } + void Promise.resolve(onRemove?.(q)).then(() => render()); + }; + li.appendChild(span); + if (promoteBtn) li.appendChild(promoteBtn); + li.appendChild(btn); + dropdown.appendChild(li); + } + }; + + const render = () => { + if (refreshHistoryItems) { + void Promise.resolve(refreshHistoryItems()) + .then(buildDropdown) + .catch(() => buildDropdown()); + } else { + buildDropdown(); + } + }; + + const clearBtn = input ? wrapper?.querySelector('.semantic-search-clear') : null; + const syncClear = () => + clearBtn?.classList.toggle('is-visible', (input?.value ?? '').length > 0); + + if (input) { + if (openDropdownOnFocusInput) { + input.addEventListener('focus', render); + } + input.addEventListener('input', () => { + onSelect(); + if (openDropdownOnFocusInput) { + if (input === document.activeElement) render(); + } else if (filterHistoryByInput && dropdown.classList.contains('is-visible')) { + render(); + } + syncClear(); + }); + } + + historyButton?.addEventListener('click', (e) => { + e.preventDefault(); + e.stopPropagation(); + input?.focus(); + render(); + }); + document.addEventListener('click', (e) => { + const t = e.target as Node; + if (historyButton?.contains(t)) return; + if (outsideRoot && !outsideRoot.contains(t)) hideDropdown(); + }); + + if (clearBtn && input) { + syncClear(); + clearBtn.addEventListener('click', () => { + input.value = ''; + input.focus(); + input.dispatchEvent(new Event('input', { bubbles: true })); + }); + } +} diff --git a/client/src/ts/utils/responsive.ts b/client/src/ts/utils/responsive.ts new file mode 100644 index 0000000000000000000000000000000000000000..6dd19bbe4406f122da251782f9eaa1d32bde5ead --- /dev/null +++ b/client/src/ts/utils/responsive.ts @@ -0,0 +1,119 @@ +/** + * 响应式设计工具模块 + * 使用 CSS 变量和 matchMedia API 实现单一数据源 + */ + +/** + * 从 CSS 变量获取断点值 + */ +const getBreakpointValue = (variableName: string): number => { + const root = document.documentElement; + const value = getComputedStyle(root).getPropertyValue(variableName).trim(); + + if (!value) { + throw new Error(`CSS variable ${variableName} is not defined`); + } + + const parsed = parseInt(value, 10); + if (isNaN(parsed)) { + throw new Error(`CSS variable ${variableName} is not a valid number: ${value}`); + } + + return parsed; +}; + +// 延迟初始化，确保 CSS 已加载 +let mobileBreakpoint: number | null = null; +let mobileMediaQuery: MediaQueryList | null = null; + +/** + * 获取移动端断点查询对象 + */ +const getMobileMediaQuery = (): MediaQueryList => { + if (mobileMediaQuery === null) { + if (mobileBreakpoint === null) { + mobileBreakpoint = getBreakpointValue('--breakpoint-mobile'); + } + mobileMediaQuery = window.matchMedia(`(max-width: ${mobileBreakpoint}px)`); + } + return mobileMediaQuery; +}; + +/** localStorage + 根节点 `data-force-narrow`，配套 _responsive.scss（宽屏用 :has(.main_frame)） */ +export const FORCE_NARROW_STORAGE_KEY = 'info_radar_force_narrow'; + +/** 本标签设置或跨标签 storage 变化时都会派发（`window` 上） */ +export const FORCE_NARROW_CHANGE_EVENT = 'force-narrow-change'; + +export const getForceNarrowScreen = (): boolean => + localStorage.getItem(FORCE_NARROW_STORAGE_KEY) === '1'; + +export const syncForceNarrowAttribute = (): void => { + const root = document.documentElement; + if (getForceNarrowScreen()) root.setAttribute('data-force-narrow', ''); + else root.removeAttribute('data-force-narrow'); +}; + +let forceNarrowStorageListenerAttached = false; + +/** 在入口最早调用；同步根节点并监听跨标签 storage */ +export const initForceNarrowFromStorage = (): void => { + syncForceNarrowAttribute(); + if (forceNarrowStorageListenerAttached) return; + forceNarrowStorageListenerAttached = true; + window.addEventListener('storage', (e: StorageEvent) => { + if (e.key !== FORCE_NARROW_STORAGE_KEY) return; + syncForceNarrowAttribute(); + window.dispatchEvent(new Event(FORCE_NARROW_CHANGE_EVENT)); + window.dispatchEvent(new Event('resize')); + }); +}; + +export const setForceNarrowScreen = (enabled: boolean): void => { + if (enabled) localStorage.setItem(FORCE_NARROW_STORAGE_KEY, '1'); + else localStorage.removeItem(FORCE_NARROW_STORAGE_KEY); + syncForceNarrowAttribute(); + window.dispatchEvent(new Event(FORCE_NARROW_CHANGE_EVENT)); + window.dispatchEvent(new Event('resize')); +}; + +/** 视口处在窄屏断点，或开启强制窄屏（未持久化时仅视口生效，与改动前一致） */ +export const isNarrowScreen = (): boolean => + getMobileMediaQuery().matches || getForceNarrowScreen(); + +/** + * 检测是否为移动端设备（基于设备能力） + * 移动端：有触屏支持，且没有鼠标或没有悬浮支持 + */ +export const isMobileDevice = (): boolean => { + // 检查是否有触摸支持 + const hasTouch = 'ontouchstart' in window || navigator.maxTouchPoints > 0; + + // 检查是否有鼠标（精确指针） + const hasMouse = window.matchMedia('(pointer: fine)').matches; + + // 检查是否支持悬浮（hover） + const hasHover = window.matchMedia('(hover: hover)').matches; + + // 移动端：有触摸支持，且没有鼠标或没有悬浮支持 + return hasTouch && (!hasMouse || !hasHover); +}; + +/** + * 获取当前垂直滚动条占用的布局宽度（单位：px） + * - 传统滚动条模式下：返回大于 0 的数值 + * - overlay 滚动条或无滚动条时：返回 0 + */ +export const getVerticalScrollbarWidth = (): number => { + // window.innerWidth: 包含垂直滚动条宽度 + // document.documentElement.clientWidth: 不包含垂直滚动条宽度 + const width = window.innerWidth - document.documentElement.clientWidth; + return width > 0 ? width : 0; +}; + +/** + * 判断当前是否使用“占用布局宽度”的传统滚动条 + * - true: 滚动条占用布局宽度（非 overlay） + * - false: 滚动条为 overlay 或当前无滚动条 + */ +export const isTraditionalScrollbar = (): boolean => getVerticalScrollbarWidth() > 0; \ No newline at end of file diff --git a/client/src/ts/utils/semanticAnalysisManager.ts b/client/src/ts/utils/semanticAnalysisManager.ts new file mode 100644 index 0000000000000000000000000000000000000000..531503ec0bee2c2fe117c6ccde2865e70fd2da88 --- /dev/null +++ b/client/src/ts/utils/semanticAnalysisManager.ts @@ -0,0 +1,19 @@ +/** Semantic analysis 开关：仅由 URL 参数 semantic_analysis 决定 */ +import URLHandler from './URLHandler'; + +export function getSemanticAnalysisEnabled(): boolean { + const urlVal = URLHandler.parameters['semantic_analysis'] as string | number | boolean | undefined; + if (urlVal === '1' || urlVal === 'true' || urlVal === 1 || urlVal === true) return true; + if (urlVal === '0' || urlVal === 'false' || urlVal === 0 || urlVal === false) return false; + return false; +} + +export function setSemanticAnalysisEnabled(enabled: boolean): void { + const params = URLHandler.parameters; + if (enabled) { + params['semantic_analysis'] = '1'; + } else { + delete params['semantic_analysis']; + } + URLHandler.updateUrl(params, false); +} diff --git a/client/src/ts/utils/semanticResultCache.ts b/client/src/ts/utils/semanticResultCache.ts new file mode 100644 index 0000000000000000000000000000000000000000..6ea90d5f569fcc8072ac0d134919dd980769d46d --- /dev/null +++ b/client/src/ts/utils/semanticResultCache.ts @@ -0,0 +1,108 @@ +/** + * 语义分析结果缓存：以 text + query + submode 的 hash 为索引。 + * 持久化到 localStorage，刷新后保留。删除查询历史时需调用 removeByQuery 清理对应缓存。 + */ + +const MAX_SIZE = 50; +const STORAGE_KEY = 'info_radar_semantic_result_cache'; + +export type SemanticCacheResult = { + success: boolean; + model?: string; + token_attention?: Array<{ offset: [number, number]; raw: string; score: number }>; + debug_info?: { abbrev?: string; topk_tokens?: string[]; topk_probs?: number[] }; + full_match_degree?: number; + message?: string; +}; + +type StoredEntry = SemanticCacheResult & { _query?: string }; + +function simpleHash(s: string): string { + let h = 0; + for (let i = 0; i < s.length; i++) { + h = ((h << 5) - h + s.charCodeAt(i)) | 0; + } + return (h >>> 0).toString(36); +} + +function buildKey(text: string, query: string, submode?: string): string { + const parts = [text, query, submode ?? '']; + return simpleHash(parts.join('\0')); +} + +const cache = new Map<string, StoredEntry>(); +let keyOrder: string[] = []; + +function load(): void { + try { + const raw = localStorage.getItem(STORAGE_KEY); + if (!raw) return; + const parsed = JSON.parse(raw) as { entries?: Record<string, StoredEntry>; keyOrder?: string[] }; + if (!parsed?.entries || typeof parsed.entries !== 'object') return; + cache.clear(); + for (const [k, v] of Object.entries(parsed.entries)) { + if (v && typeof v === 'object') cache.set(k, v); + } + keyOrder = Array.isArray(parsed.keyOrder) + ? parsed.keyOrder.filter((k) => cache.has(k)).slice(-MAX_SIZE) + : [...cache.keys()]; + } catch { + cache.clear(); + keyOrder = []; + } +} + +load(); + +function persist(): void { + try { + const entries: Record<string, StoredEntry> = {}; + for (const [k, v] of cache) entries[k] = v; + localStorage.setItem(STORAGE_KEY, JSON.stringify({ entries, keyOrder })); + } catch (e) { + const reason = + e instanceof DOMException && e.name === 'QuotaExceededError' + ? 'localStorage 配额已满（Chrome 约 5MB/域名），建议减少 MAX_SIZE 或清理其他站点数据' + : String(e); + console.warn('[semanticResultCache] 持久化失败，刷新后缓存可能丢失。原因:', reason); + } +} + +function evictOne(): void { + if (keyOrder.length < MAX_SIZE) return; + const oldest = keyOrder.shift()!; + cache.delete(oldest); +} + +export function get(text: string, query: string, submode?: string): SemanticCacheResult | undefined { + const key = buildKey(text, query, submode); + const entry = cache.get(key); + if (!entry) return undefined; + const { _query, ...rest } = entry as SemanticCacheResult & { _query?: string }; + return rest; +} + +export function set(text: string, query: string, result: SemanticCacheResult, submode?: string): void { + const key = buildKey(text, query, submode); + if (cache.has(key)) { + const idx = keyOrder.indexOf(key); + if (idx >= 0) keyOrder.splice(idx, 1); + } + evictOne(); + cache.set(key, { ...result, _query: query }); + keyOrder.push(key); + persist(); +} + +export function removeByQuery(query: string): void { + const keysToRemove: string[] = []; + for (const [key, entry] of cache) { + if (entry._query === query) keysToRemove.push(key); + } + for (const key of keysToRemove) { + cache.delete(key); + const idx = keyOrder.indexOf(key); + if (idx >= 0) keyOrder.splice(idx, 1); + } + if (keysToRemove.length) persist(); +} diff --git a/client/src/ts/utils/semanticThresholdManager.ts b/client/src/ts/utils/semanticThresholdManager.ts new file mode 100644 index 0000000000000000000000000000000000000000..b4c26ecdad47d22232a63ad93cddebdc524cdf4e --- /dev/null +++ b/client/src/ts/utils/semanticThresholdManager.ts @@ -0,0 +1,16 @@ +/** 语义匹配度阈值：用户可配置，持久化到 localStorage，与 Semantic analysis 同方式 */ +import { SEMANTIC_MATCH_THRESHOLD } from '../constants'; + +const KEY = 'info_radar_semantic_match_threshold'; + +export function getSemanticMatchThreshold(): number { + const v = localStorage.getItem(KEY); + if (v == null) return SEMANTIC_MATCH_THRESHOLD; + const n = parseFloat(v); + return Number.isFinite(n) && n >= 0 && n <= 1 ? n : SEMANTIC_MATCH_THRESHOLD; +} + +export function setSemanticMatchThreshold(value: number): void { + const clamped = Math.max(0, Math.min(1, value)); + localStorage.setItem(KEY, String(clamped)); +} diff --git a/client/src/ts/utils/semanticUtils.chunk.test.ts b/client/src/ts/utils/semanticUtils.chunk.test.ts new file mode 100644 index 0000000000000000000000000000000000000000..2be7b6053105b59d7985101bf97b4713d1220652 --- /dev/null +++ b/client/src/ts/utils/semanticUtils.chunk.test.ts @@ -0,0 +1,27 @@ +/** + * 本地测试 splitTextToChunks + * 运行: cd client/src && npx tsx ts/utils/semanticUtils.chunk.test.ts [文件路径] [bytesPerChunk] + * 示例: npx tsx ts/utils/semanticUtils.chunk.test.ts chunk_test1.txt 512 + */ +import * as fs from "fs"; +import * as path from "path"; +import { splitTextToChunks } from "./semanticUtils"; + +const defaultFile = path.resolve(__dirname, "./chunk_test1.txt"); +const testFile = path.resolve(process.argv[2] || defaultFile); +const BYTES_PER_CHUNK = parseInt(process.argv[3] || "800", 10); + +const text = fs.readFileSync(testFile, "utf-8"); + +const chunks = splitTextToChunks(text, BYTES_PER_CHUNK); +const merged = chunks.map((c) => c.text).join(""); + +console.log(`文件: ${testFile}`); +console.log(`bytesPerChunk: ${BYTES_PER_CHUNK}`); +console.log(`chunk 数量: ${chunks.length}`); +console.log(`合并与原文一致: ${merged === text}`); +chunks.forEach((c, i) => { + const bytes = Buffer.byteLength(c.text, "utf8"); + console.log(`---[${i}] ${bytes} bytes----------------------------------------------`); + console.log(c.text); +}); diff --git a/client/src/ts/utils/semanticUtils.ts b/client/src/ts/utils/semanticUtils.ts new file mode 100644 index 0000000000000000000000000000000000000000..f3868bf47f1501ccd2e613500a1da658e71b4cdc --- /dev/null +++ b/client/src/ts/utils/semanticUtils.ts @@ -0,0 +1,240 @@ +/** + * 语义分析相关工具函数 + */ + +import type { BpeMergeReason } from '../api/GLTR_API'; +import { + type DigitMergePipelineOptions, + digitMergeIndexGroupsByText, + dropEmptyZeroWidthTokens, + flattenMergePartsForDigitGroup, + mergeSequentialOverlap, + mergeSourcePartsForOverlapPair, + sliceTextByCodePointOffsets, +} from './mergeTokenSpans'; + +/** + * 合并/归一化管线中的原始强度：已写入 rawScore 时用其值，否则用 score。 + */ +export function getAttentionRawScore<T extends { score: number }>(t: T): number { + const ext = t as { rawScore?: number }; + return ext.rawScore !== undefined ? ext.rawScore : t.score; +} + +/** + * 将 score 归一化到 [0,1]；写入 rawScore（归一化前的强度，供 tooltip attentionRawScores）。 + * 语义 / 归因路径应在 **overlap 与 digit 合并并对原始 score 求和之后** 再调用，使 max 与合并后强度一致。 + * 若调用方已将「原始梯度」放在 rawScore、且 score 置 0（如未匹配块），则以 rawScore 作为 tooltip 保留值，仅用 score 参与 max 归一。 + */ +export function normalizeTokenScores<T extends { score: number }>(tokens: T[]): Array<T & { rawScore: number }> { + const max = Math.max(0, ...tokens.map((t) => t.score).filter(Number.isFinite)); + return tokens.map((t) => { + const rawScore = getAttentionRawScore(t); + if (max <= 0) { + return { ...t, rawScore }; + } + return { ...t, rawScore, score: t.score / max }; + }); +} + +const encoder = new TextEncoder(); + +/** + * 返回 text 的 UTF-8 字节数（返回值单位：字节）。buf 为 encodeInto 的写入目标，其长度即上界。 + * 若 text 的真实字节数超过 buf.length，则返回 buf.length（而非精确值），调用方应据此判断"超限"。 + * 用 read < text.length 检测是否还有字符未写入，避免多字节字符边界恰好填满 buf 时的误判。 + */ +export function getUtf8ByteLength(text: string, buf: Uint8Array): number { + const { read, written } = encoder.encodeInto(text, buf); + return read < text.length ? buf.length : written; +} + + +/** 从 start 起找下一段落结束位置（段落边界：≥2个连续换行符）。返回值包含尾部所有连续换行符；若无段落边界，返回 text.length。 */ +function nextParagraphEnd(text: string, start: number): number { + const nl = text.indexOf("\n\n", start); + if (nl === -1) return text.length; + let end = nl + 2; + while (end < text.length && text[end] === "\n") end++; + return end; +} + +/** 从 start 起找下一行结束位置。连续换行算作一行（防止切断 BPE 分词）。 */ +function nextLineEnd(text: string, start: number): number { + const nl = text.indexOf("\n", start); + if (nl === -1) return text.length; + let end = nl + 1; + while (end < text.length && text[end] === "\n") end++; + return end; +} + +/** 返回从 start 起累计 UTF-8 字节不超过 byteLimit 的最大字符索引（不切断代理对）。start：字符索引；byteLimit：UTF-8 字节数；返回值：字符索引。 */ +export function charIndexForByteLimit(text: string, start: number, byteLimit: number): number { + const buf = new Uint8Array(4); + let bytes = 0; + let i = start; + while (i < text.length) { + const cp = text.codePointAt(i)!; + const charLen = cp > 0xFFFF ? 2 : 1; + const byteLen = encoder.encodeInto(text.slice(i, i + charLen), buf).written; + if (bytes + byteLen > byteLimit) break; + bytes += byteLen; + i += charLen; + } + return i; +} + +// 纯中文文章：永远不会触碰英文标点，完全规避 . 的歧义问题 +// 纯英文文章：前两组无命中，自然降级到英文标点，行为正确 +// 中英混排时：划分效果会变差 +const SEPARATOR_GROUPS: string[][] = [ + // 第一优先级：中文句子级 + ["。", "！", "？", "…"], + // 第二优先级：中文子句级 + ["；", "，"], + // 第三优先级：英文句子级 + [".", "!", "?"], + // 第四优先级：英文子句级 + [";", ","], + // 第五优先级：空格 + [" ", "\t"], +]; + +/** + * 在 [start, maxEnd) 范围内，按 groups 优先级找最靠右的分隔符边界。 + * start、maxEnd、返回值：均为字符索引。同组内取最靠右的；找不到则尝试下一组；均无则回退到 maxEnd。 + */ +export function findSplitPoint(text: string, start: number, maxEnd: number): number { + const window = text.slice(start, maxEnd); + for (const group of SEPARATOR_GROUPS) { + let bestEnd = -1; + for (const sep of group) { + const i = window.lastIndexOf(sep); + // 同组内取最靠右的 + if (i !== -1 && i + sep.length > bestEnd) bestEnd = i + sep.length; + } + if (bestEnd !== -1) return start + bestEnd; + // 找不到则尝试下一组 + } + // todo: 如果回退到字符单位的边界，切分后分词结果有可能和原文分词不一致，会报错。 + // todo: 其实英文句号、空格等作为边界也有可能有分词不一致问题，这里会是一个坑 + return maxEnd; +} + +/** + * 合并 token_attention 中因 BPE overlap 产生的重叠 token（offset 几何合并与 mergeTokensForRendering 一致）。 + * + * BPE overlap 多为 tokenizer 的 offset 与字边界不对齐所致：相邻条目的 raw / offset 在表层可能看起来「重叠」， + * 但底层仍是按 tokenizer 位置各不相同的嵌入与梯度；并非同一条底层数据被算了两次。 + * + * 输入须为 API 的原始 `score`（梯度范数）；重叠时 **相加**。归一化到 [0,1] 须在合并之后由 normalizeTokenScores 统一做。 + * + * 与 BPE 一致：先 {@link dropEmptyZeroWidthTokens}，再 {@link mergeSequentialOverlap}（含零宽落在下一区间内之合并）。 + */ +export function mergeAttentionTokensForRendering<T extends { offset: [number, number]; raw: string; score: number }>( + tokens: T[], + text: string +): T[] { + if (tokens.length === 0) return tokens; + const prepared = dropEmptyZeroWidthTokens(tokens); + if (prepared.length === 0) return prepared; + return mergeSequentialOverlap(prepared, { + getOffset: (t) => t.offset, + cloneForStep: (t) => ({ ...t, offset: [t.offset[0], t.offset[1]] as [number, number] }) as T, + sliceMergedRaw: (start, end) => sliceTextByCodePointOffsets(text, start, end), + mergeOverlappingPair: (current, next, mergedOffset, mergedRaw) => + ({ + ...current, + offset: mergedOffset, + raw: mergedRaw, + score: current.score + next.score, + bpe_merge_parts: mergeSourcePartsForOverlapPair(text, current, next), + bpe_merged: 'overlap' satisfies BpeMergeReason, + }) as T, + }); +} + +/** + * Digit 合并：与 {@link mergeBpeDigitTokens} 相同分组规则（{@link digitMergeIndexGroupsByText}），对 attention 的 `score` **求和**（BPE 侧为概率相乘）。 + */ +export function mergeAttentionDigitTokens<T extends { offset: [number, number]; raw: string; score: number }>( + tokens: T[], + text: string +): T[] { + const mergeGroups = digitMergeIndexGroupsByText(text, tokens); + return mergeGroups.map((group) => { + if (group.length === 1) { + return tokens[group[0]!]!; + } + const first = tokens[group[0]!]!; + const last = tokens[group[group.length - 1]!]!; + const mergedRaw = sliceTextByCodePointOffsets(text, first.offset[0], last.offset[1]); + const mergedScore = group.reduce((sum, idx) => sum + tokens[idx]!.score, 0); + return { + ...first, + offset: [first.offset[0], last.offset[1]] as [number, number], + raw: mergedRaw, + score: mergedScore, + bpe_merge_parts: flattenMergePartsForDigitGroup(group, tokens), + bpe_merged: 'digit' satisfies BpeMergeReason, + } as T; + }); +} + +/** + * 语义 / 归因 attention 的统一合并：先 overlap（与 BPE 几何一致），可选再 digit；归一化由调用方 {@link normalizeTokenScores} 完成。 + */ +export function mergeAttentionTokensFullyForRendering<T extends { offset: [number, number]; raw: string; score: number }>( + tokens: T[], + text: string, + options: DigitMergePipelineOptions = {} +): T[] { + const overlapped = mergeAttentionTokensForRendering(tokens, text); + if (options.digitMerge === false) { + return overlapped; + } + return mergeAttentionDigitTokens(overlapped, text); +} + +/** bytesPerChunk：UTF-8 字节数；startOffset：字符索引。 */ +export function splitTextToChunks(text: string, bytesPerChunk: number): Array<{ text: string; startOffset: number }> { + if (bytesPerChunk <= 0) { + throw new Error("分块字节上限必须大于 0，当前值: " + bytesPerChunk); + } + if (text.includes("\r")) { + throw new Error("文本包含 \\r (CR) 换行符，当前仅支持 \\n (LF)。"); + } + const chunks: Array<{ text: string; startOffset: number }> = []; + let pos = 0; // 字符索引 + const encodeBuf = new Uint8Array(bytesPerChunk + 1); // +1 使超长行 written>bytesPerChunk，wouldExceed 恒为 true + while (pos < text.length) { + let chunkEnd = pos; // 字符索引 + let chunkBytes = 0; // UTF-8 字节数 + outer: while (chunkEnd < text.length) { + const paragEnd = nextParagraphEnd(text, chunkEnd); + const paragBytes = getUtf8ByteLength(text.slice(chunkEnd, paragEnd), encodeBuf); + if (chunkBytes > 0 && chunkBytes + paragBytes > bytesPerChunk) break; + if (chunkBytes === 0 && paragBytes > bytesPerChunk) { + // 段落超限，降级到行模式：贪婪消费行直到 chunk 满或段落结束 + while (chunkEnd < paragEnd) { + const lineEnd = nextLineEnd(text, chunkEnd); + const lineBytes = getUtf8ByteLength(text.slice(chunkEnd, lineEnd), encodeBuf); + if (lineBytes > bytesPerChunk) { + const maxEnd = charIndexForByteLimit(text, chunkEnd, bytesPerChunk); + chunkEnd = findSplitPoint(text, chunkEnd, maxEnd); + break outer; + } + if (chunkBytes > 0 && chunkBytes + lineBytes > bytesPerChunk) break outer; + chunkBytes += lineBytes; + chunkEnd = lineEnd; + } + continue outer; // 段落内所有行已贪婪填充，继续评估下一段落 + } + chunkBytes += paragBytes; + chunkEnd = paragEnd; + } + chunks.push({ text: text.slice(pos, chunkEnd), startOffset: pos }); + pos = chunkEnd; + } + return chunks; +} diff --git a/client/src/ts/utils/settingsMenuManager.ts b/client/src/ts/utils/settingsMenuManager.ts new file mode 100644 index 0000000000000000000000000000000000000000..8d38ffd489738a155ef35f69d92417c3877452ad --- /dev/null +++ b/client/src/ts/utils/settingsMenuManager.ts @@ -0,0 +1,659 @@ +/** + * 设置菜单管理器 + */ +import * as d3 from 'd3'; +import { AdminManager } from './adminManager'; +import { showDialog, showAlertDialog } from '../ui/dialog'; +import { TextAnalysisAPI } from '../api/GLTR_API'; +import { tr } from '../lang/i18n-lite'; +import type { ThemeManager } from '../ui/theme'; +import type { LanguageManager } from '../ui/language'; +import { createSettingsDropdown } from '../ui/settingsDropdown'; +import { getTokenRenderStyle, setTokenRenderStyle, type TokenRenderStyle } from './tokenRenderStyle'; +import { getSemanticAnalysisEnabled, setSemanticAnalysisEnabled } from './semanticAnalysisManager'; +import { getDigitsMergeEnabled, setDigitsMergeEnabled } from './digitsMergeManager'; +import { getForceNarrowScreen, setForceNarrowScreen, FORCE_NARROW_CHANGE_EVENT } from './responsive'; +import { getSemanticMatchThreshold } from './semanticThresholdManager'; +import { getInfoDensityRenderDisabled, setInfoDensityRenderDisabled } from './infoDensityRenderManager'; + +export type SettingsMenuCallbacks = { + onMinimapToggle?: (enabled: boolean) => void; + onThemeChange?: () => void; + onLanguageToggle?: () => void; + onSemanticAnalysisToggle?: (enabled: boolean) => void; +}; + +export type SettingsMenuContext = 'common' | 'analysis'; + +export class SettingsMenuManager { + private settingsBtn: d3.Selection<Element, unknown, HTMLElement, any>; + private settingsMenu: d3.Selection<Element, unknown, HTMLElement, any>; + private adminModeBtn: d3.Selection<Element, unknown, HTMLElement, any>; + private modelManageBtn: d3.Selection<Element, unknown, HTMLElement, any>; + private tokenRenderStyleDropdown: { updateCurrent: (v: TokenRenderStyle) => void } | null = null; + private minimapToggle: d3.Selection<HTMLInputElement, unknown, HTMLElement, any>; + private semanticAnalysisToggle: d3.Selection<HTMLInputElement, unknown, HTMLElement, any>; + private digitsMergeToggle: d3.Selection<HTMLInputElement, unknown, HTMLElement, any>; + private forceNarrowToggle: d3.Selection<HTMLInputElement, unknown, HTMLElement, any>; + private semanticThresholdInput: d3.Selection<HTMLInputElement, unknown, HTMLElement, any>; + private semanticThresholdItem: d3.Selection<HTMLElement, unknown, HTMLElement, any>; + private semanticSubmodeRow: d3.Selection<HTMLElement, unknown, HTMLElement, any>; + private disableInfoDensityToggle: d3.Selection<HTMLInputElement, unknown, HTMLElement, any>; + private themeDropdownContainer: d3.Selection<Element, unknown, HTMLElement, any>; + private adminManager: AdminManager; + private api: TextAnalysisAPI; + private onAdminStateChange?: () => void; + private callbacks: SettingsMenuCallbacks; + private themeManager?: ThemeManager; + private languageManager?: LanguageManager; + private readonly menuContext: SettingsMenuContext; + + constructor( + settingsBtnSelector: string, + settingsMenuSelector: string, + adminModeBtnSelector: string, + adminManager: AdminManager, + api: TextAnalysisAPI, + onAdminStateChange?: () => void, + callbacks?: SettingsMenuCallbacks, + themeManager?: ThemeManager, + languageManager?: LanguageManager, + menuContext: SettingsMenuContext = 'analysis' + ) { + this.menuContext = menuContext; + this.settingsBtn = d3.select(settingsBtnSelector); + this.settingsMenu = d3.select(settingsMenuSelector); + this.adminModeBtn = d3.select(adminModeBtnSelector); + this.modelManageBtn = d3.select('#model_manage_btn'); + this.tokenRenderStyleDropdown = + menuContext === 'analysis' ? this.initTokenRenderStyleDropdown() : null; + this.minimapToggle = d3.select<HTMLInputElement, any>('#enable_minimap_toggle'); + this.semanticAnalysisToggle = d3.select<HTMLInputElement, any>('#semantic_analysis_toggle'); + this.digitsMergeToggle = d3.select<HTMLInputElement, any>('#enable_digits_merge_toggle'); + this.forceNarrowToggle = d3.select<HTMLInputElement, any>('#force_narrow_toggle'); + this.semanticThresholdInput = d3.select<HTMLInputElement, any>('#semantic_threshold_input'); + this.semanticThresholdItem = d3.select<HTMLElement, any>('#semantic_threshold_item'); + this.semanticSubmodeRow = d3.select<HTMLElement, any>('#semantic_submode_row'); + this.disableInfoDensityToggle = d3.select<HTMLInputElement, any>('#disable_info_density_toggle'); + this.themeDropdownContainer = d3.select('#theme_dropdown'); + this.adminManager = adminManager; + this.api = api; + this.onAdminStateChange = onAdminStateChange; + this.callbacks = callbacks || {}; + this.themeManager = themeManager; + this.languageManager = languageManager; + + this.initialize(); + } + + private initialize(): void { + // 点击齿轮按钮切换菜单 + this.settingsBtn.on('click', (event: MouseEvent) => { + event.stopPropagation(); + this.toggleMenu(); + }); + + // 点击页面其他区域关闭菜单 + d3.select('body').on('click.settings-menu', () => { + this.closeMenu(); + }); + + // 阻止菜单内部点击关闭菜单 + this.settingsMenu.on('click', (event: MouseEvent) => { + event.stopPropagation(); + }); + + if (this.minimapToggle.node()) { + this.minimapToggle.on('change', () => { + const enabled = (this.minimapToggle.node() as HTMLInputElement)?.checked || false; + if (this.callbacks.onMinimapToggle) { + this.callbacks.onMinimapToggle(enabled); + } + }); + } + + if (this.digitsMergeToggle.node()) { + this.digitsMergeToggle.on('change', () => { + const enabled = (this.digitsMergeToggle.node() as HTMLInputElement)?.checked ?? false; + setDigitsMergeEnabled(enabled); + }); + } + + if (this.forceNarrowToggle.node()) { + this.forceNarrowToggle.on('change', () => { + const enabled = (this.forceNarrowToggle.node() as HTMLInputElement)?.checked ?? false; + setForceNarrowScreen(enabled); + }); + // 跨标签：其他标签更改时同步 checkbox 视觉状态 + window.addEventListener(FORCE_NARROW_CHANGE_EVENT, () => { + this.setCheckboxChecked(this.forceNarrowToggle, getForceNarrowScreen()); + }); + } + + if (this.menuContext === 'analysis' && this.semanticAnalysisToggle.node()) { + this.semanticAnalysisToggle.on('change', () => { + const enabled = (this.semanticAnalysisToggle.node() as HTMLInputElement)?.checked || false; + setSemanticAnalysisEnabled(enabled); + this.updateSemanticThresholdVisibility(); + this.updateSemanticSubmodeRowVisibility(); + setInfoDensityRenderDisabled(enabled); + this.setDisableInfoDensity(enabled); + window.dispatchEvent(new CustomEvent('info-density-render-change')); + if (this.callbacks.onSemanticAnalysisToggle) { + this.callbacks.onSemanticAnalysisToggle(enabled); + } + }); + } + + if (this.menuContext === 'analysis' && this.disableInfoDensityToggle.node()) { + this.disableInfoDensityToggle.on('change', () => { + const disabled = (this.disableInfoDensityToggle.node() as HTMLInputElement)?.checked || false; + setInfoDensityRenderDisabled(disabled); + window.dispatchEvent(new CustomEvent('info-density-render-change')); + }); + } + + // Language dropdown - 由 languageManager 初始化，这里只需要确保容器存在 + // 语言切换逻辑在 language.ts 中处理 + + // Theme dropdown - 由 themeManager 初始化，这里只需要确保容器存在 + // 主题切换逻辑在 theme.ts 中处理 + + // 管理员模式入口（录入 token / 退出） + if (this.adminModeBtn.node()) { + this.adminModeBtn.on('click', () => { + this.closeMenu(); + this.handleAdminModeClick(); + }); + } + + if (this.modelManageBtn.node()) { + this.modelManageBtn.on('click', () => { + this.closeMenu(); + this.handleModelManageClick(); + }); + } + + if (this.menuContext === 'analysis' && this.semanticAnalysisToggle.node()) { + this.setSemanticAnalysisEnabled(getSemanticAnalysisEnabled()); + } + this.setDigitsMergeCheckbox(getDigitsMergeEnabled()); + this.setCheckboxChecked(this.forceNarrowToggle, getForceNarrowScreen()); + if (this.menuContext === 'analysis' && this.semanticThresholdInput.node()) { + this.setSemanticThresholdValue(getSemanticMatchThreshold()); + } + if (this.menuContext === 'analysis' && this.disableInfoDensityToggle.node()) { + this.setDisableInfoDensity(getInfoDensityRenderDisabled()); + } + this.applyAdminUiState(); + } + + private initTokenRenderStyleDropdown(): { updateCurrent: (v: TokenRenderStyle) => void } { + const container = d3.select('#token_render_style_dropdown'); + if (!container.node()) { + throw new Error('initTokenRenderStyleDropdown: #token_render_style_dropdown missing on analysis page'); + } + const options: Array<{ value: TokenRenderStyle; label: string }> = [ + { value: 'classic', label: 'Classic' }, + { value: 'density', label: 'Density' }, + ]; + const dropdown = createSettingsDropdown<TokenRenderStyle>({ + container, + classPrefix: 'token-render-style', + options: options.map((o) => ({ value: o.value, html: `<span>${o.label}</span>` })), + dataAttr: 'data-style', + bodyClickNamespace: 'token-render-style-dropdown', + onSelect: (v) => { + setTokenRenderStyle(v); + dropdown.updateCurrent(v); + window.dispatchEvent(new CustomEvent('token-render-style-change')); + }, + }); + dropdown.updateCurrent(getTokenRenderStyle()); + return dropdown; + } + + private closeMenu(): void { + this.settingsMenu.style('display', 'none'); + } + + private toggleMenu(): void { + const cur = this.settingsMenu.style('display'); + this.settingsMenu.style('display', cur === 'none' || cur === '' ? 'block' : 'none'); + } + + /** + * 根据管理员模式更新菜单项文案 + */ + public applyAdminUiState(): void { + const isAdmin = this.adminManager.isInAdminMode(); + + this.adminModeBtn.text(isAdmin ? 'Exit' : 'Enter'); + this.adminModeBtn.classed('active', isAdmin); + + // 显示/隐藏所有带 data-admin-only 的菜单项 + this.settingsMenu.selectAll<HTMLElement, unknown>('.settings-menu-item[data-admin-only]') + .style('display', isAdmin ? null : 'none'); + this.tokenRenderStyleDropdown?.updateCurrent(getTokenRenderStyle()); + if (this.menuContext === 'analysis' && this.semanticAnalysisToggle.node()) { + this.setSemanticAnalysisEnabled(getSemanticAnalysisEnabled()); + } + this.setDigitsMergeCheckbox(getDigitsMergeEnabled()); + this.setCheckboxChecked(this.forceNarrowToggle, getForceNarrowScreen()); + if (this.menuContext === 'analysis' && this.semanticThresholdInput.node()) { + this.setSemanticThresholdValue(getSemanticMatchThreshold()); + this.updateSemanticThresholdVisibility(); + } + if (this.menuContext === 'analysis' && this.disableInfoDensityToggle.node()) { + this.setDisableInfoDensity(getInfoDensityRenderDisabled()); + } + + // 通知外部更新 UI + if (this.onAdminStateChange) { + this.onAdminStateChange(); + } + } + + /** + * 设置 minimap 的初始状态 + */ + public setMinimapEnabled(enabled: boolean): void { + const checkbox = this.minimapToggle.node() as HTMLInputElement | null; + if (checkbox) { + checkbox.checked = enabled; + } + } + + /** + * 设置 semantic analysis 的初始状态 + */ + public setSemanticAnalysisEnabled(enabled: boolean): void { + const checkbox = this.semanticAnalysisToggle.node() as HTMLInputElement | null; + if (checkbox) { + checkbox.checked = enabled; + } + } + + public setDigitsMergeCheckbox(checked: boolean): void { + this.setCheckboxChecked(this.digitsMergeToggle, checked); + } + + private setCheckboxChecked( + sel: d3.Selection<HTMLInputElement, unknown, HTMLElement, any>, + checked: boolean + ): void { + const el = sel.node() as HTMLInputElement | null; + if (el) el.checked = checked; + } + + private updateSemanticThresholdVisibility(): void { + if (!this.semanticThresholdItem.node()) return; + const isAdmin = this.adminManager.isInAdminMode(); + const semanticOn = getSemanticAnalysisEnabled(); + this.semanticThresholdItem.style('display', isAdmin && semanticOn ? null : 'none'); + } + + private updateSemanticSubmodeRowVisibility(): void { + if (!this.semanticSubmodeRow.node()) return; + const isAdmin = this.adminManager.isInAdminMode(); + this.semanticSubmodeRow.style('display', isAdmin ? null : 'none'); + } + + private setSemanticThresholdValue(value: number): void { + const input = this.semanticThresholdInput.node() as HTMLInputElement | null; + if (input) { + input.value = String(value); + } + } + + /** + * 设置 disable info density 的初始状态 + */ + public setDisableInfoDensity(disabled: boolean): void { + const checkbox = this.disableInfoDensityToggle.node() as HTMLInputElement | null; + if (checkbox) { + checkbox.checked = disabled; + } + } + + private handleAdminModeClick(): void { + if (this.adminManager.isInAdminMode()) { + this.adminManager.clearAdminTokenAndNotify(); + // 刷新页面以让 demoManager 等基于配置的模块重新初始化 + window.location.reload(); + return; + } + + showDialog({ + title: 'Admin Mode', + content: (dialog) => { + const container = dialog.append('div').attr('class', 'dialog-form-container'); + container.append('label') + .attr('class', 'dialog-label') + .text('Please enter admin token:'); + + const input = container.append('input') + .attr('type', 'password') + .attr('class', 'dialog-input') + .attr('placeholder', 'INFORADAR_ADMIN_TOKEN'); + + return { + getValue: () => (input.node() as HTMLInputElement | null)?.value?.trim() || '', + validate: () => ((input.node() as HTMLInputElement | null)?.value?.trim() || '').length > 0, + focus: () => { + const n = input.node() as HTMLInputElement | null; + if (n) n.focus(); + } + }; + }, + onConfirm: async (token: string) => { + const { success, message } = await this.adminManager.setAdminTokenAndNotify(token); + if (!success) { + showAlertDialog(tr('Error'), message || 'Admin token verification failed.'); + return; + } + + // 注入到 API，随后刷新页面以启用文件夹操作等（初始化期配置） + this.api.setAdminToken(this.adminManager.getAdminToken()); + window.location.reload(); + }, + onCancel: () => {}, + confirmText: 'Enter', + cancelText: tr('Cancel'), + width: 'clamp(300px, 90vw, 420px)' + }); + } + + private async handleModelManageClick(): Promise<void> { + try { + // 获取可用模型和当前模型 + const [availableModelsResp, currentModelResp] = await Promise.all([ + this.api.getAvailableModels(), + this.api.getCurrentModel() + ]); + + if (!availableModelsResp.success || !currentModelResp.success) { + showAlertDialog(tr('Error'), 'Failed to load model management information'); + return; + } + + let models = availableModelsResp.models; + let currentModel = currentModelResp.model; + let deviceType = currentModelResp.device_type; + let currentUseInt8 = currentModelResp.use_int8; + let currentUseBfloat16 = currentModelResp.use_bfloat16; + let isLoading = currentModelResp.loading; + + let pollId: number | null = null; + let setConfirmBtnState: (enabled: boolean, queuing?: boolean) => void = () => {}; + // 显示模型管理弹窗 + showDialog({ + title: 'Model Management', + loadingConfirmText: 'Applying...', + content: (dialog, setConfirmButtonState) => { + setConfirmBtnState = setConfirmButtonState ?? (() => {}); + const container = dialog.append('div').attr('class', 'dialog-form-container'); + + // 显示当前模型和设备信息 + const deviceInfo = container.append('div') + .attr('class', 'device-info') + .style('margin-bottom', '12px') + .style('padding', '8px') + .style('background-color', 'var(--panel-bg)') + .style('border-radius', '4px') + .style('font-size', '12px'); + + // 标题行：包含当前模型和刷新按钮 + const titleRow = deviceInfo.append('div') + .style('display', 'flex') + .style('justify-content', 'space-between') + .style('align-items', 'center') + .style('margin-bottom', '6px'); + + const modelTitle = titleRow.append('div') + .style('font-weight', 'bold') + .style('color', 'var(--primary-color, #2196F3)'); + + const refreshBtn = titleRow.append('button') + .attr('class', 'refresh-btn') + .attr('title', 'Refresh') + .text('↻'); + + // 请求发出时隐藏文字（用透明度保留占位，避免布局重排导致整窗闪） + const hideDisplay = () => { + deviceInfo.style('opacity', '0'); + }; + + // 请求返回后重绘并显示 + const updateDisplay = () => { + modelTitle.text(`Current Model: ${currentModel}${isLoading ? ' (Loading...)' : ''}`); + deviceInfo.select('.device-type').text(`Device Type: ${deviceType.toUpperCase()}`); + const currentQuantization = currentUseInt8 ? 'INT8' : + currentUseBfloat16 ? 'bfloat16' : + deviceType === 'cpu' ? 'float32' : 'float16'; + deviceInfo.select('.quantization').text(`Current Quantization: ${currentQuantization}`); + deviceInfo.style('opacity', '1'); + }; + + deviceInfo.append('div').attr('class', 'device-type'); + deviceInfo.append('div').attr('class', 'quantization'); + updateDisplay(); + + // 拉取当前模型并更新显示（轮询与刷新共用）；只有收到成功响应才恢复文字 + const fetchAndUpdate = async () => { + hideDisplay(); + try { + const resp = await this.api.getCurrentModel(); + if (resp.success) { + currentModel = resp.model; + deviceType = resp.device_type; + currentUseInt8 = resp.use_int8; + currentUseBfloat16 = resp.use_bfloat16; + isLoading = resp.loading; + updateDisplay(); + } + } catch { + // 未收到或失败不恢复，保持隐藏 + } + }; + + // 刷新按钮点击事件 + refreshBtn.on('click', async () => { + refreshBtn.property('disabled', true).text('…'); + await fetchAndUpdate(); + refreshBtn.property('disabled', false).text('↻'); + }); + + // 2s 一次后台轮询，弹窗关闭后清除 + const overlay = deviceInfo.node()?.closest('.dialog-overlay'); + const pollMs = 2000; + pollId = window.setInterval(async () => { + if (!overlay?.isConnected) { + if (pollId != null) window.clearInterval(pollId); + pollId = null; + return; + } + await fetchAndUpdate(); + }, pollMs); + + container.append('label') + .attr('class', 'dialog-label') + .style('margin-top', '12px') + .text('Select model:'); + + // 创建模型列表 + const modelList = container.append('div') + .attr('class', 'model-list') + .style('max-height', '200px') + .style('overflow-y', 'auto') + .style('margin-top', '8px'); + + let selectedModel = currentModel; + + models.forEach(model => { + const modelItem = modelList.append('div') + .attr('class', 'model-item') + .style('padding', '8px 12px') + .style('margin', '4px 0') + .style('border', '1px solid var(--border-color, #ddd)') + .style('border-radius', '4px') + .style('cursor', 'pointer') + .style('transition', 'background-color 0.2s') + .classed('current-model', model === currentModel); + + // 如果是当前模型，显示标记 + if (model === currentModel) { + modelItem.style('background-color', 'var(--bg-hover, #f0f0f0)') + .style('font-weight', 'bold'); + } + + modelItem.append('span').text(model); + + // 点击选择模型 + modelItem.on('click', function() { + selectedModel = model; + // 更新选中样式 + modelList.selectAll('.model-item') + .style('background-color', null) + .style('font-weight', null); + d3.select(this) + .style('background-color', 'var(--bg-hover, #f0f0f0)') + .style('font-weight', 'bold'); + }); + + // 鼠标悬停效果 + modelItem.on('mouseenter', function() { + if (model !== selectedModel) { + d3.select(this).style('background-color', 'var(--bg-hover-light, #f8f8f8)'); + } + }).on('mouseleave', function() { + if (model !== selectedModel) { + d3.select(this).style('background-color', null); + } + }); + }); + + // 量化选项 + container.append('label') + .attr('class', 'dialog-label') + .style('margin-top', '16px') + .text('Quantization Options:'); + + const quantizationOptions = container.append('div') + .attr('class', 'quantization-options') + .style('margin-top', '8px') + .style('padding', '8px') + .style('border', '1px solid var(--border-color, #ddd)') + .style('border-radius', '4px'); + + // INT8 选项 + const int8Option = quantizationOptions.append('div') + .style('margin-bottom', '8px'); + + const int8Checkbox = int8Option.append('input') + .attr('type', 'checkbox') + .attr('id', 'use_int8_checkbox') + .property('checked', currentUseInt8) + .property('disabled', deviceType === 'mps'); + + const int8LabelText = deviceType === 'mps' + ? 'Use INT8 Quantization (not supported on MPS)' + : 'Use INT8 Quantization'; + int8Option.append('label') + .attr('for', 'use_int8_checkbox') + .style('margin-left', '6px') + .style('cursor', deviceType === 'mps' ? 'not-allowed' : 'pointer') + .style('color', deviceType === 'mps' ? 'var(--text-disabled, #999)' : null) + .text(int8LabelText); + + // bfloat16 选项 + const bfloat16Option = quantizationOptions.append('div'); + + const bfloat16Checkbox = bfloat16Option.append('input') + .attr('type', 'checkbox') + .attr('id', 'use_bfloat16_checkbox') + .property('checked', currentUseBfloat16) + .property('disabled', deviceType !== 'cpu'); + + const bfloat16LabelText = deviceType !== 'cpu' + ? 'Use bfloat16 (CPU only)' + : 'Use bfloat16'; + bfloat16Option.append('label') + .attr('for', 'use_bfloat16_checkbox') + .style('margin-left', '6px') + .style('cursor', deviceType !== 'cpu' ? 'not-allowed' : 'pointer') + .style('color', deviceType !== 'cpu' ? 'var(--text-disabled, #999)' : null) + .text(bfloat16LabelText); + + // 互斥逻辑 + int8Checkbox.on('change', function() { + if ((this as HTMLInputElement).checked) { + bfloat16Checkbox.property('checked', false); + } + }); + + bfloat16Checkbox.on('change', function() { + if ((this as HTMLInputElement).checked) { + int8Checkbox.property('checked', false); + } + }); + + return { + getValue: () => ({ + model: selectedModel, + use_int8: (int8Checkbox.node() as HTMLInputElement)?.checked || false, + use_bfloat16: (bfloat16Checkbox.node() as HTMLInputElement)?.checked || false + }), + validate: () => { + // 如果正在加载，禁用确认按钮 + if (isLoading) return false; + + const useInt8 = (int8Checkbox.node() as HTMLInputElement)?.checked || false; + const useBfloat16 = (bfloat16Checkbox.node() as HTMLInputElement)?.checked || false; + return selectedModel !== currentModel || + useInt8 !== currentUseInt8 || + useBfloat16 !== currentUseBfloat16; + }, + focus: () => {} + }; + }, + onConfirm: async (params: { model: string, use_int8: boolean, use_bfloat16: boolean }) => { + setConfirmBtnState(false, true); + try { + const result = await this.api.switchModel( + params.model, + params.use_int8, + params.use_bfloat16 + ); + setConfirmBtnState(true, false); + if (result.success) { + showAlertDialog( + tr('Success'), + result.message || 'Model settings applied. The selected model will be used for the next analysis.' + ); + } else { + showAlertDialog(tr('Error'), result.message || 'Failed to apply model settings'); + } + } catch (error: any) { + setConfirmBtnState(true, false); + showAlertDialog(tr('Error'), 'Failed to apply model settings: ' + error.message); + } + return false; // 保持弹窗打开 + }, + onCancel: () => { + if (pollId != null) { + window.clearInterval(pollId); + pollId = null; + } + }, + confirmText: 'Apply', + cancelText: tr('Exit'), + width: 'clamp(400px, 90vw, 500px)' + }); + + } catch (error) { + console.error('Failed to load models:', error); + showAlertDialog(tr('Error'), 'Failed to load model management information'); + } + } +} diff --git a/client/src/ts/utils/signalThresholdDetector.ts b/client/src/ts/utils/signalThresholdDetector.ts new file mode 100644 index 0000000000000000000000000000000000000000..53ce1b86820a17eeda1df5364ccbb440a9e4b23a --- /dev/null +++ b/client/src/ts/utils/signalThresholdDetector.ts @@ -0,0 +1,422 @@ +/** + * 信号阈值检测：自动找到「噪声/信号」边界 + * + * 输入：raw score normed [0,1] + * + * API 分层： + * - `findSignalThreshold`：仅截尾对数正态 + bin 扫描；任一步失败则返回 `null`（无 P90 回退）。 + * - `findSignalThresholdWithLog`：先调 `findSignalThreshold`；成功则原样返回；失败则用「全部有限 score」的 P90 作启发式阈值、 + * `confidence=0`、`mu=0, sigma=1` 占位、`bins=[]`，并 `console.warn`；若无任何有效分数则 `null`。 + * + * 算法概要（`findSignalThreshold`）： + * 1. 预处理：丢弃非有限或 ≤ LN_EPS 的分数；排序后若 n < MIN_SAMPLE_SIZE 则返回 null。 + * 2. 迭代 0：用全部样本（P0=1）拟合截尾对数正态 (μ, σ)，从 startPercentile 分位 bin 起逐 bin 扫描 + * - 每个 bin [τ_left, τ_right) 左闭右开：obsInBin = 该 bin 内观测计数，expInBin = n × (CDF(τ_right) - CDF(τ_left)) + * - 纯噪声区：信号样本不在 bin 内 → excess ≈ 0 + * - 到信号边界：bin 内出现超额样本 → excess 跃升 + * - 不重叠扫描：bin 边界取相邻点几何均值（对数空间 midpoint），τ_right >= τ_left + MIN_BIN_WIDTH，obsInBin >= MIN_OBSERVED + * - 误报概率：cumulativeFalsePositiveProbability = ∏(1-Φ(excess_i))，excess>excessMin 时累积，否则重置 + * - 当 cumulativeFalsePositiveProbability <= 1-SCAN_SATISFACTION_CONFIDENCE 时，取首次命中 bin 的左边界为阈值（保守） + * - 若全程无连续命中链，或链尾仍达不到早停置信度且无有效兜底，evaluateBins 返回 null + * 3. 迭代 1..N：用 threshold 以下样本重拟合，再扫描；阈值变化不大则提前结束 + * 4. 任一轮出现以下任一情况则整条失败返回 null（不回退）：噪声样本数不足（refinement 时）、拟合失败、扫描无阈值、confidence < MIN_ACCEPTABLE_CONFIDENCE + * + * 与现有 lognormalFit 逻辑独立，未来可能替换现有拟合代码 + */ + +import { quantileSorted } from 'd3-array'; +import { fitLogNormalTruncatedMLE, logNormalExpectedCountInInterval, normCdf, LN_EPS } from './lognormalFit'; +import { computeFitQuality } from './fitQuality'; + +/** 扫描置信度阈值，达到此值即判定「确定找到」信号边界；默认 0.99999 */ +const SCAN_SATISFACTION_CONFIDENCE = 0.99999; +/** 最小可接受置信度：每轮扫描得到 threshold 后若低于此值则整条失败；与 SCAN_SATISFACTION_CONFIDENCE（扫描早停）不同 */ +const MIN_ACCEPTABLE_CONFIDENCE = 0.9; +/** excess 最小阈值，排除无意义随机波动；需 excess > 此值才计为命中 */ +const EXCESS_MIN = 0.1; +const MIN_OBSERVED = 1; // 每个 bin 至少 N 个观测 +const MIN_BIN_WIDTH = 0.01; // bin 最小宽度；边界取相邻点几何均值（对数空间 midpoint） +const MIN_SAMPLE_SIZE = 20; +const P0 = 1; // 迭代初始的样本拟合比例 +const MAX_REFINE_ITER = 10; +const THRESHOLD_CONVERGE_EPS = 0.01; //迭代收敛阈值 +/** 扫描起始分位，默认 0.5（从 50% 分位所在 bin 开始） */ +const START_PERCENTILE_DEFAULT = 0.5; +/** expInBin 最小有效值，避免除零或数值不稳定 */ +const EXP_IN_BIN_EPS = 1e-10; + +/** 内部：evaluateBins 的中间结果，仅 threshold + confidence */ +interface SignalThresholdScanResult { + threshold: number; + confidence: number; +} + +/** 对外：findSignalThreshold 成功或 findSignalThresholdWithLog 的 P90 回退 */ +export interface signalFitResult { + threshold: number; + /** 0~1：成功时为 1-误报概率（≥ MIN_ACCEPTABLE）；P90 回退时为 0 */ + confidence: number; + /** 成功时为截尾对数正态 μ；P90 回退时为 0（占位，勿用于拟合曲线） */ + mu: number; + /** 成功时为截尾对数正态 σ；P90 回退时为 1（占位） */ + sigma: number; + /** 成功时为各 bin 的 expInBin 等；P90 回退为空数组 */ + bins: SignalThresholdBin[]; +} + +export interface SignalThresholdBin { + tauLeft: number; + tauRight: number; + obsInBin: number; + expInBin: number; +} + +/** 内部：bin 结构（tauLeft/tauRight/obsInBin）仅依赖 sorted，迭代间不变 */ +interface BinStructure { + tauLeft: number; + tauRight: number; + obsInBin: number; +} + +const TAU_RIGHT_EPSILON = 1e-6; + +const PERCENTILE_DIAGNOSTICS = [0.5, 0.6, 0.7, 0.8, 0.9, 0.95, 0.99, 1] as const; + +/** P90 回退日志：原文首尾展示长度（UTF-16 码元） */ +const FALLBACK_TEXT_HEAD_LEN = 24; +const FALLBACK_TEXT_TAIL_LEN = 24; + +function concatTokenRawText(tokens: Array<{ raw?: string }>): string { + return tokens.map((t) => t.raw ?? '').join(''); +} + +/** 日志用：总长 ≤ headLen+tailLen+1 时原样返回；否则前 headLen、换行、省略号、换行、后 tailLen */ +function formatFallbackTextExcerpt(text: string, headLen: number, tailLen: number): string { + const maxShort = headLen + tailLen + 1; + if (text.length <= maxShort) { + return `${text}`; + } + return `${text.slice(0, headLen)}\n……\n${text.slice(-tailLen)}`; +} + +/** 计算 excess = (obs - exp) / sqrt(exp)，exp 过小时避免除零 */ +function computeExcess(obsInBin: number, expInBin: number): number { + if (expInBin <= EXP_IN_BIN_EPS) return obsInBin > 0 ? Infinity : 0; + return (obsInBin - expInBin) / Math.sqrt(expInBin); +} + +/** 打印不同分位数下的拟合结果，用于验证渐近一致性 */ +function logPercentileDiagnostics(scores: number[]): void { + const sorted = [...scores].sort((a, b) => a - b); + const n = sorted.length; + if (n < 2) return; + const rows: Array<{ p: number; n: number; mu: number; sigma: number }> = []; + for (const p of PERCENTILE_DIAGNOSTICS) { + const pIdx = Math.max(1, Math.min(n, Math.round(n * p))); + const noiseNorm = sorted.slice(0, pIdx); + const tau = pIdx < n ? (sorted[pIdx - 1]! + sorted[pIdx]!) / 2 : sorted[pIdx - 1]!; + const fit = fitLogNormalTruncatedMLE(noiseNorm, tau); + if (fit) rows.push({ p, n: pIdx, mu: fit.mu, sigma: fit.sigma }); + } + if (rows.length === 0) return; + console.log('[signalThreshold] 渐近一致性诊断 (percentile → μ, σ)'); + for (const { p, n, mu, sigma } of rows) { + console.log(` p=${p} n=${n}: μ=${mu.toFixed(4)}, σ=${sigma.toFixed(4)}`); + } +} +/** verbose 时打印完整 bin 扫描日志（独立于 evaluateBins，仅追加输出） */ +function printBinScanLogs(bins: SignalThresholdBin[], excessMin: number): void { + console.log('[signalThreshold] 完整扫描明细 τ_left | τ_right | obsInBin | expInBin | excess | binConf | hit | confidence'); + let cumulativeFalsePositiveProbability = 1; + let firstHitTauLeft: number | null = null; + for (const bin of bins) { + const excess = computeExcess(bin.obsInBin, bin.expInBin); + const hit = excess > excessMin; + const binConfidence = normCdf(excess); + if (hit) { + if (firstHitTauLeft === null) firstHitTauLeft = bin.tauLeft; + cumulativeFalsePositiveProbability *= 1 - binConfidence; + const confidence = 1 - cumulativeFalsePositiveProbability; + console.log(`[signalThreshold] ${bin.tauLeft.toFixed(4)} | ${bin.tauRight.toFixed(4)} | ${String(bin.obsInBin).padStart(7)} | ${bin.expInBin.toFixed(1).padStart(8)} | ${excess.toFixed(2).padStart(6)} | ${binConfidence.toFixed(4)} | ✓ | ${confidence.toFixed(4)}`); + } else { + cumulativeFalsePositiveProbability = 1; + firstHitTauLeft = null; + console.log(`[signalThreshold] ${bin.tauLeft.toFixed(4)} | ${bin.tauRight.toFixed(4)} | ${String(bin.obsInBin).padStart(7)} | ${bin.expInBin.toFixed(1).padStart(8)} | ${excess.toFixed(2).padStart(6)} | ${binConfidence.toFixed(4)} | | -`); + } + } +} + +/** bin 边界取相邻点几何均值（对数空间 midpoint），τ_right >= τ_left + MIN_BIN_WIDTH，obsInBin >= MIN_OBSERVED；仅依赖 sorted，迭代间不变 */ +function formBinStructures(sorted: number[]): BinStructure[] { + const n = sorted.length; + const mids: number[] = []; + for (let i = 0; i < n - 1; i++) mids.push(Math.sqrt(sorted[i]! * sorted[i + 1]!)); + const structures: BinStructure[] = []; + let tauLeft = sorted[0]! - TAU_RIGHT_EPSILON; + + while (tauLeft < sorted[n - 1]!) { + let midIdx = mids.findIndex((m) => m >= tauLeft + MIN_BIN_WIDTH); + let tauRight = midIdx >= 0 ? mids[midIdx]! : sorted[n - 1]! + TAU_RIGHT_EPSILON; + + let leftIdx = sorted.findIndex((v) => v >= tauLeft); + let rightIdx = midIdx >= 0 ? sorted.findIndex((v) => v >= tauRight) : -1; + let obsInBin = leftIdx < 0 ? 0 : rightIdx < 0 ? n - leftIdx : rightIdx - leftIdx; + + while (obsInBin < MIN_OBSERVED && midIdx >= 0 && midIdx < mids.length - 1) { + midIdx++; + tauRight = mids[midIdx]!; + rightIdx = sorted.findIndex((v) => v >= tauRight); + obsInBin = leftIdx < 0 ? 0 : rightIdx < 0 ? n - leftIdx : rightIdx - leftIdx; + } + if (obsInBin < MIN_OBSERVED) { + tauRight = sorted[n - 1]! + TAU_RIGHT_EPSILON; + rightIdx = -1; + obsInBin = leftIdx < 0 ? 0 : n - leftIdx; + if (obsInBin < MIN_OBSERVED) break; + } + + structures.push({ tauLeft, tauRight, obsInBin }); + tauLeft = tauRight; + if (tauRight >= sorted[n - 1]! + TAU_RIGHT_EPSILON) break; + } + return structures; +} + +/** 遍历 bin 结构，按需计算 expInBin，返回阈值结果；通过 obsInBin 累积找到 startPercentile 分位对应 bin，从该 bin 开始扫描 */ +function evaluateBins( + structures: BinStructure[], + n: number, + mu: number, + sigma: number, + excessMin: number, + confidenceThreshold: number, + verbose: boolean, + startPercentile: number +): SignalThresholdScanResult | null { + let cumulativeFalsePositiveProbability = 1; + let firstHitTauLeft: number | null = null; + + const K = Math.min(Math.floor((n - 1) * startPercentile), n - 1); + let cumSum = 0; + let startIdx = 0; + for (let i = 0; i < structures.length; i++) { + if (K < cumSum + structures[i]!.obsInBin) { + startIdx = i; + break; + } + cumSum += structures[i]!.obsInBin; + } + const structuresToScan = structures.slice(startIdx); + + if (verbose) { + console.log('[signalThreshold] 扫描明细 τ_left | τ_right | obsInBin | expInBin | excess | binConf | hit | confidence'); + } + + for (const s of structuresToScan) { + const expInBin = logNormalExpectedCountInInterval(s.tauLeft, s.tauRight, n, mu, sigma); + const excess = computeExcess(s.obsInBin, expInBin); + const hit = excess > excessMin; + const binConfidence = normCdf(excess); + + if (hit) { + if (firstHitTauLeft === null) firstHitTauLeft = s.tauLeft; + cumulativeFalsePositiveProbability *= 1 - binConfidence; + const confidence = 1 - cumulativeFalsePositiveProbability; + if (verbose) { + console.log(`[signalThreshold] ${s.tauLeft.toFixed(4)} | ${s.tauRight.toFixed(4)} | ${String(s.obsInBin).padStart(7)} | ${expInBin.toFixed(1).padStart(8)} | ${excess.toFixed(2).padStart(6)} | ${binConfidence.toFixed(4)} | ✓ | ${confidence.toFixed(4)}`); + } + if (confidence >= confidenceThreshold) { + return { threshold: firstHitTauLeft, confidence }; + } + } else { + cumulativeFalsePositiveProbability = 1; + firstHitTauLeft = null; + if (verbose) { + console.log(`[signalThreshold] ${s.tauLeft.toFixed(4)} | ${s.tauRight.toFixed(4)} | ${String(s.obsInBin).padStart(7)} | ${expInBin.toFixed(1).padStart(8)} | ${excess.toFixed(2).padStart(6)} | ${binConfidence.toFixed(4)} | | -`); + } + } + } + + if (firstHitTauLeft !== null) { + return { threshold: firstHitTauLeft, confidence: 1 - cumulativeFalsePositiveProbability }; + } + return null; +} + +/** + * 从 raw score normed 数组自动检测信号阈值（内部会丢弃 ≤ LN_EPS 的样本后再算 n 与拟合） + * @param rawScoresNormed 归一化分数 [0,1] + * @param verbose 是否输出详细日志，默认 false + * @returns 成功时返回完整结果 { threshold, confidence, mu, sigma, bins }；任一轮失败（见文件头）时返回 null + */ +export function findSignalThreshold( + rawScoresNormed: number[], + verbose = false +): signalFitResult | null { + const values = rawScoresNormed.filter( + (s) => typeof s === 'number' && isFinite(s) && s > LN_EPS + ); + const sorted = [...values].sort((a, b) => a - b); + const n = sorted.length; + + if (n < MIN_SAMPLE_SIZE) { + if (verbose) console.log('[signalThreshold] 样本不足 n<', MIN_SAMPLE_SIZE, '，跳过'); + return null; + } + + const p0 = P0; + const splitIdx = Math.max(1, Math.min(n, Math.round(n * p0))); + if (verbose) console.log('[signalThreshold] n=', n, 'splitIdx=', splitIdx); + + let result: SignalThresholdScanResult | null = null; + let lastFit = { mu: 0, sigma: 0 }; + const binStructures = formBinStructures(sorted); + + for (let iter = 0; iter <= MAX_REFINE_ITER; iter++) { + if (iter > 0 && result === null) return null; + const thresholdForNoise = result?.threshold ?? 0; + const noiseSamples = iter === 0 + ? sorted.slice(0, splitIdx) + : sorted.filter((x) => x <= thresholdForNoise); + const tauBoundary = iter === 0 + ? (splitIdx < n ? (sorted[splitIdx - 1]! + sorted[splitIdx]!) / 2 : sorted[splitIdx - 1]!) + : thresholdForNoise; + + if (iter > 0 && noiseSamples.length < MIN_SAMPLE_SIZE) { + if (verbose) console.log('[signalThreshold] 迭代', iter, '失败：噪声样本数<', MIN_SAMPLE_SIZE); + return null; + } + + if (verbose && iter === 0) { + const nInit = noiseSamples.length; + const minN = noiseSamples[0]!, maxN = noiseSamples[nInit - 1]!; + const midN = noiseSamples[Math.floor(nInit / 2)]!; + console.log('[signalThreshold] 迭代 0 噪声样本 n=', nInit, 'min=', minN.toFixed(4), 'max=', maxN.toFixed(4), 'median=', midN.toFixed(4)); + } + + const fit = fitLogNormalTruncatedMLE(noiseSamples, tauBoundary); + if (fit === null) { + if (verbose) console.log('[signalThreshold] 迭代', iter, '失败：拟合失败'); + return null; + } + lastFit = { mu: fit.mu, sigma: fit.sigma }; + + const q = computeFitQuality(noiseSamples, tauBoundary, fit.mu, fit.sigma); + if (verbose) { + console.log('[signalThreshold] 迭代', iter, '拟合 μ=', fit.mu.toFixed(4), 'σ=', fit.sigma.toFixed(4), '| maxDiff=', q.maxDiff.toFixed(4), 'RMSE=', q.rmse.toFixed(4)); + if (iter === 0) { + console.log('[signalThreshold] 迭代', iter, '从', (START_PERCENTILE_DEFAULT * 100).toFixed(0), '% 分位 bin 开始扫描 (excess>', EXCESS_MIN, ', confidence>=', SCAN_SATISFACTION_CONFIDENCE, ')'); + } + } + + const scanResult = evaluateBins(binStructures, n, fit.mu, fit.sigma, EXCESS_MIN, SCAN_SATISFACTION_CONFIDENCE, verbose, START_PERCENTILE_DEFAULT); + if (scanResult === null) { + if (verbose) console.log('[signalThreshold] 迭代', iter, '失败：未检测到阈值'); + return null; + } + + if (scanResult.confidence < MIN_ACCEPTABLE_CONFIDENCE) { + console.warn( + '[signalThreshold] 迭代', + iter, + '失败：confidence <', + MIN_ACCEPTABLE_CONFIDENCE, + '。当前', + scanResult.confidence.toFixed(4) + ); + return null; + } + + const savedThreshold = result?.threshold; + result = scanResult; + + if (iter > 0 && savedThreshold !== undefined) { + const delta = Math.abs(result.threshold - savedThreshold); + if (verbose) { + console.log('[signalThreshold] 迭代', iter, '新阈值=', result.threshold.toFixed(4), 'confidence=', result.confidence.toFixed(2), 'delta=', delta.toFixed(6)); + } + if (delta < THRESHOLD_CONVERGE_EPS) { + if (verbose) console.log('[signalThreshold] 迭代', iter, '收敛，最终阈值=', result.threshold.toFixed(4)); + break; + } + if (iter === MAX_REFINE_ITER && verbose) { + console.log('[signalThreshold] 达到最大迭代次数，最终阈值=', result.threshold.toFixed(4)); + } + } else if (verbose) { + console.log('[signalThreshold] 迭代 0 检测到阈值', result.threshold.toFixed(4), 'confidence=', result.confidence.toFixed(2)); + } + } + + const bins: SignalThresholdBin[] = binStructures.map((s) => ({ + ...s, + expInBin: logNormalExpectedCountInInterval(s.tauLeft, s.tauRight, n, lastFit.mu, lastFit.sigma), + })); + if (verbose && bins.length > 0) { + printBinScanLogs(bins, EXCESS_MIN); + logPercentileDiagnostics(values); + } + if (result === null) return null; + return { ...result, mu: lastFit.mu, sigma: lastFit.sigma, bins }; +} + +/** 读取 window.signalThresholdVerbose，默认 false */ +function getVerboseFromWindow(): boolean { + return !!(typeof window !== 'undefined' && (window as Window & { signalThresholdVerbose?: boolean }).signalThresholdVerbose); +} + +/** + * findSignalThreshold 的封装：调用后打印 [signalThreshold] 日志并返回结果。 + * 检测失败时返回 P90 分位为阈值的启发式结果（confidence=0，与成功拟合的 confidence≥MIN_ACCEPTABLE 区分），无有效分数时返回 null。 + */ +export function findSignalThresholdWithLog( + tokens: Array<{ score: number; raw?: string }>, + verbose = getVerboseFromWindow() +): signalFitResult | null { + const rawScoresNormed = tokens.map(t => t.score).filter((s): s is number => typeof s === 'number' && Number.isFinite(s)); + if (rawScoresNormed.length === 0) { + console.warn('[signalThreshold] 无有效分数，跳过阈值'); + return null; + } + + const result = findSignalThreshold(rawScoresNormed, verbose); + if (result !== null) { + if (verbose) { + const t = result.threshold; + const below = rawScoresNormed.filter((s) => s < t).length; + const quantile = below / rawScoresNormed.length; + console.log( + '[signalThreshold]', + `threshold=${t.toFixed(4)} confidence=${result.confidence.toFixed(2)} (quantile=${quantile.toFixed(4)}, ${below}/${rawScoresNormed.length} below) μ=${result.mu.toFixed(4)} σ=${result.sigma.toFixed(4)}` + ); + } + return result; + } + + const sorted = [...rawScoresNormed].sort((a, b) => a - b); + const p90 = quantileSorted(sorted, 0.9); + const below = rawScoresNormed.filter((s) => s < p90).length; + const quantile = below / rawScoresNormed.length; + + const rawText = concatTokenRawText(tokens); + const textHint = + rawText.length > 0 + ? ` | ${formatFallbackTextExcerpt(rawText, FALLBACK_TEXT_HEAD_LEN, FALLBACK_TEXT_TAIL_LEN)}` + : ''; + console.warn( + `[signalThreshold] 自动阈值检测失败，已使用 P90 分位作为启发式阈值（confidence=0）${textHint}` + ); + if (verbose) { + console.log( + '[signalThreshold]', + `threshold=${p90.toFixed(4)} (P90 fallback) confidence=0.00 (quantile=${quantile.toFixed(4)}, ${below}/${rawScoresNormed.length} below) 无截尾对数正态拟合` + ); + } + + return { + threshold: p90, + confidence: 0, + mu: 0, + sigma: 1, + bins: [], + }; +} diff --git a/client/src/ts/utils/soundNotification.ts b/client/src/ts/utils/soundNotification.ts new file mode 100644 index 0000000000000000000000000000000000000000..d792fc0ed5a0f32e96c3e6746cf1a0ee5220ba84 --- /dev/null +++ b/client/src/ts/utils/soundNotification.ts @@ -0,0 +1,49 @@ +/** + * 声音通知工具 + * 使用 Web Audio API 播放提示音，无需音频文件 + */ + +/** + * 播放分析完成提示音 + * 使用 Web Audio API 生成一个简短悦耳的提示音，表示分析任务已完成 + */ +export function playAnalysisCompleteSound(): void { + try { + // 创建一个新的 AudioContext（每次调用时创建，避免浏览器自动暂停） + const audioContext = new (window.AudioContext || (window as any).webkitAudioContext)(); + + // 创建振荡器和增益节点 + const oscillator = audioContext.createOscillator(); + const gainNode = audioContext.createGain(); + + // 连接节点 + oscillator.connect(gainNode); + gainNode.connect(audioContext.destination); + + // 设置音调：先高后低，形成"完成"的感觉（类似 Cursor IDE 的提示音） + oscillator.frequency.setValueAtTime(600, audioContext.currentTime); + oscillator.frequency.setValueAtTime(900, audioContext.currentTime + 0.15); + + // 设置音色（sine 更柔和） + oscillator.type = 'sine'; + + // 设置音量：淡入淡出，避免突兀 + gainNode.gain.setValueAtTime(0, audioContext.currentTime); + gainNode.gain.linearRampToValueAtTime(0.3, audioContext.currentTime + 0.01); + gainNode.gain.exponentialRampToValueAtTime(0.01, audioContext.currentTime + 0.3); + + // 播放（总时长约 300ms） + oscillator.start(audioContext.currentTime); + oscillator.stop(audioContext.currentTime + 0.3); + + // 清理资源 + oscillator.onended = () => { + audioContext.close(); + }; + } catch (error) { + // 静默失败，不影响主要功能 + // 某些浏览器可能不支持 Web Audio API 或需要用户交互后才能播放 + console.debug('无法播放提示音:', error); + } +} + diff --git a/client/src/ts/utils/splitTextToChunks.test.ts b/client/src/ts/utils/splitTextToChunks.test.ts new file mode 100644 index 0000000000000000000000000000000000000000..6015183eb6f128a56dc7be220e4a97c22a96e040 --- /dev/null +++ b/client/src/ts/utils/splitTextToChunks.test.ts @@ -0,0 +1,237 @@ +/** + * splitTextToChunks 单元测试 + * 运行: cd client/src && npx tsx ts/utils/splitTextToChunks.test.ts + */ +import assert from "assert"; +import { splitTextToChunks } from "./semanticUtils"; + +const enc = new TextEncoder(); +const b = (s: string) => enc.encode(s).byteLength; + +let passed = 0; +let failed = 0; + +function test(desc: string, fn: () => void) { + try { + fn(); + console.log(` ✓ ${desc}`); + passed++; + } catch (e: any) { + console.error(` ✗ ${desc}`); + console.error(` ${e.message}`); + failed++; + } +} + +/** 验证 chunks 文本、startOffset 均正确，且拼接还原原文 */ +function expectChunks(text: string, limit: number, expectedTexts: string[]) { + const chunks = splitTextToChunks(text, limit); + assert.strictEqual(chunks.length, expectedTexts.length, + `chunk 数量: expected ${expectedTexts.length}, got ${chunks.length} — ${JSON.stringify(chunks.map(c => c.text))}`); + for (let i = 0; i < chunks.length; i++) { + assert.strictEqual(chunks[i].text, expectedTexts[i], + `chunk[${i}].text: expected ${JSON.stringify(expectedTexts[i])}, got ${JSON.stringify(chunks[i].text)}`); + // startOffset 必须是正确的字符索引 + assert.strictEqual( + text.slice(chunks[i].startOffset, chunks[i].startOffset + chunks[i].text.length), + chunks[i].text, + `chunk[${i}].startOffset=${chunks[i].startOffset} 指向错误位置` + ); + } + assert.strictEqual(chunks.map(c => c.text).join(""), text, "拼接后与原文不一致"); +} + +// ── 1. Guard 校验 ────────────────────────────────────────────────────────────── +console.log("1. Guard 校验"); + +test("bytesPerChunk=0 抛错", () => { + assert.throws(() => splitTextToChunks("hello", 0), /必须大于 0/); +}); +test("bytesPerChunk=-1 抛错", () => { + assert.throws(() => splitTextToChunks("hello", -1), /必须大于 0/); +}); +test("文本含 \\r 抛错", () => { + assert.throws(() => splitTextToChunks("hello\r\nworld", 512), /\\r/); +}); + +// ── 2. 空文本（outer while 不进入）────────────────────────────────────────────── +console.log("2. 空文本"); + +test("空字符串返回空数组", () => { + expectChunks("", 10, []); +}); + +// ── 3. 正常路径：多行累积不超限（内层 while 自然退出）───────────────────────── +console.log("3. 正常路径（行累积）"); + +test("单行无换行，整体放入一个 chunk", () => { + expectChunks("hello world", 100, ["hello world"]); +}); +test("多行全部累积入一个 chunk", () => { + // "a\n"=2B + "b\n"=2B + "c\n"=2B = 6B ≤ 10 + expectChunks("a\nb\nc\n", 10, ["a\nb\nc\n"]); +}); +test("末行无换行（nextLineEnd 返回 text.length）", () => { + // "aaa\n"=4B ≤ 5，"bb"=2B：4+2=6>5 → break，chunk1="aaa\n"；chunk2="bb" + expectChunks("aaa\nbb", 5, ["aaa\n", "bb"]); +}); + +// ── 4. chunkBytes > 0 && wouldExceed → break（行级拆分）───────────────────── +console.log("4. 行级拆分（chunkBytes>0 超限）"); + +test("两行各自放入独立 chunk", () => { + // "aaa\n"=4B，"bbb\n"=4B，limit=5：先放"aaa\n"(4B)，再加"bbb\n"→ 8>5 → break + expectChunks("aaa\nbbb\n", 5, ["aaa\n", "bbb\n"]); +}); +test("三行（无段落边界）：贪婪行模式填满 chunk", () => { + // 整段 "aa\nbb\ncc\n"=9B > 6 → 行模式贪婪消费 + // "aa\n"(3B) + "bb\n"(3B) = 6B ≤ 6 → 合并；"cc\n"(3B) → 3+3>6 → break + // chunk1="aa\nbb\n"；下一轮: "cc\n"=3B ≤ 6 → 整段入 chunk + expectChunks("aa\nbb\ncc\n", 6, ["aa\nbb\n", "cc\n"]); +}); + +// ── 5. 连续换行（nextLineEnd 的 while 分支）────────────────────────────────── +console.log("5. 连续换行"); + +test("连续换行作为一行整体", () => { + // "a\n\n\nb" limit=100 → 一个 chunk + expectChunks("a\n\n\nb", 100, ["a\n\n\nb"]); +}); +test("连续换行导致跨 chunk 分割", () => { + // "ab\n\n"=4B，"cd\n"=3B，limit=6：4+3=7>6 → "ab\n\n" / "cd\n" + expectChunks("ab\n\ncd\n", 6, ["ab\n\n", "cd\n"]); +}); + +// ── 6. 单行超长：findSplitPoint 第一优先级命中 ───────────────────────────── +console.log("6. 单行超长：句子级分隔符"); + +test("句号在 maxEnd 范围内，按句号切分", () => { + // "A。BB" → b("A。")=1+3=4B，limit=4 + // maxEnd = charIndexForByteLimit("A。BB", 0, 4) = 2（A=1B,。=3B,累计4≤4→i=2; B→5>4→stop） + // window="A。", 。在 idx=1, bestEnd=2 → chunk="A。" + expectChunks("A。BB", 4, ["A。", "BB"]); +}); +test("感叹号切分", () => { + // "Hi!World" limit=7：maxEnd=7, window="Hi!Worl", "!"在idx=2,bestEnd=3 → "Hi!"；剩余"World"=5B≤7 + expectChunks("Hi!World", 7, ["Hi!", "World"]); +}); +test("同组多个句子符取最靠右", () => { + // "A.B.CCC" limit=4：maxEnd=4, window="A.B.", "."在1和3，rightmost bestEnd=4 → "A.B." + expectChunks("A.B.CCC", 4, ["A.B.", "CCC"]); +}); + +// ── 7. 单行超长：第一优先级无命中，第二优先级命中 ────────────────────────── +console.log("7. 单行超长：子句级分隔符"); + +test("逗号切分（ASCII）", () => { + // "AAAA,BBBB" limit=6：maxEnd=6, window="AAAA,B", 无句子符，","在idx=4,bestEnd=5 → "AAAA," + expectChunks("AAAA,BBBB", 6, ["AAAA,", "BBBB"]); +}); +test("中文逗号切分", () => { + // "你好，世界啊" → b("你好，")=3+3+3=9B, limit=9 + // maxEnd = charIndexForByteLimit(..., 0, 9) = 3（"你好，"恰好9B） + // window="你好，"，，在idx=2,bestEnd=3 → chunk="你好，" + expectChunks("你好，世界啊", 9, ["你好，", "世界啊"]); +}); + +// ── 8. 单行超长：两级均无命中，回退 maxEnd ─────────────────────────────────── +console.log("8. 单行超长：回退 maxEnd"); + +test("纯字母无分隔符，按字节边界强切", () => { + // "ABCDEFGH" limit=4，无分隔符 → maxEnd=4 → "ABCD"，再"EFGH" + expectChunks("ABCDEFGH", 4, ["ABCD", "EFGH"]); +}); +test("中文无分隔符，按字节边界强切（每字 3B）", () => { + // "你好世界" limit=6 → maxEnd=2（"你好"=6B）→ 无分隔符 → chunk="你好" + expectChunks("你好世界", 6, ["你好", "世界"]); +}); + +// ── 9. startOffset 在多字节字符下的正确性 ────────────────────────────────── +console.log("9. startOffset 正确性（多字节字符）"); + +test("中文分行后 startOffset 指向正确字符索引", () => { + // "你好\n世界\n"：b("你好\n")=7B，limit=7 + // chunk1: "你好\n"（JS idx 0-2，startOffset=0） + // chunk2: "世界\n"（JS idx 3-5，startOffset=3） + const text = "你好\n世界\n"; + const chunks = splitTextToChunks(text, 7); + assert.strictEqual(chunks[0].startOffset, 0); + assert.strictEqual(chunks[1].startOffset, 3); + assert.strictEqual(text.slice(3), "世界\n"); +}); + +// ── 10. Emoji 代理对（4B，JS charLen=2）不被切断 ────────────────────────── +console.log("10. Emoji 代理对不被切断"); + +test("😀 不被切断（charIndexForByteLimit cp>0xFFFF 分支）", () => { + // "😀AB😀" = 4+1+1+4=10B，limit=5 + // maxEnd: 😀(4B)→i=2；A(1B)→5B≤5→i=3；B(1B)→6>5→stop，maxEnd=3 + // window="😀A"，无分隔符 → chunk="😀A"（JS chars 0-2） + // 下一轮："B😀"=5B≤5，不超限 → chunk="B😀" + expectChunks("😀AB😀", 5, ["😀A", "B😀"]); +}); +test("纯 emoji 序列按 4B 边界切分", () => { + // "😀😀😀" = 12B，limit=4 → 每个 emoji 独立 chunk + expectChunks("😀😀😀", 4, ["😀", "😀", "😀"]); +}); + +// ── 11. 综合：超长行与正常行混合 ───────────────────────────────────────────── +console.log("11. 综合场景"); + +test("超长行被多次切分后，正常行继续正常累积", () => { + // "ABCDEFGH\n" limit=4： + // pos=0: 行="ABCDEFGH\n"(9B)>4，maxEnd=4，无分隔符→"ABCD"，pos=4 + // pos=4: 行仍是"ABCDEFGH\n"的剩余？不，nextLineEnd(text,4)="EFGH\n"→lineEnd=9 + // lineText="EFGH\n"(5B)>4，maxEnd=charIndexForByteLimit("ABCDEFGH\n",4,4)=8，window="EFGH"→无→chunk="EFGH"(maxEnd=8)，pos=8 + // pos=8: lineText="\n"(1B)≤4，chunkBytes=1，chunkEnd=9；退出内层 + // chunk="\n" + // "XY\n"(3B)≤4 → 一个 chunk + const text = "ABCDEFGH\nXY\n"; + const chunks = splitTextToChunks(text, 4); + assert.strictEqual(chunks.map(c => c.text).join(""), text); + assert.ok(chunks.length >= 3); // "ABCD" + "EFGH" + "\nXY\n" + for (const c of chunks) { + assert.strictEqual(text.slice(c.startOffset, c.startOffset + c.text.length), c.text, + `startOffset 错误: ${JSON.stringify(c)}`); + } +}); + +test("中英混合文本，所有 chunk 字节数不超过 limit（含分隔符回退场景除外）", () => { + const text = "Hello, world! 你好世界。This is a test. 测试一下，看看效果！\n"; + const limit = 20; + const chunks = splitTextToChunks(text, limit); + assert.strictEqual(chunks.map(c => c.text).join(""), text); + for (const c of chunks) { + assert.strictEqual(text.slice(c.startOffset, c.startOffset + c.text.length), c.text); + } +}); + +// ── 12. 段落级切分（nextParagraphEnd）───────────────────────────────────────── +console.log("12. 段落级切分"); + +test("两个短段落合并入一个 chunk", () => { + // "P1\n\n"=4B + "P2\n\n"=4B = 8B ≤ 20 → 合并 + expectChunks("P1\n\nP2\n\n", 20, ["P1\n\nP2\n\n"]); +}); +test("两个段落超过 limit，各自独立成 chunk", () => { + // "AAAA\n\n"=6B ≤ 6；"BBBB\n\n"=6B，6+6>6 → break + expectChunks("AAAA\n\nBBBB\n\n", 6, ["AAAA\n\n", "BBBB\n\n"]); +}); +test("大段落降级到行模式，贪婪填满后行末段落边界合并", () => { + // paragraph "LINE1\nLINE2\nLINE3\n\n"=20B > 12B → 行模式贪婪消费 + // "LINE1\n"(6B) + "LINE2\n"(6B) = 12B ≤ 12 → 合并；"LINE3\n\n"(8B) → 12+8>12 → break + // chunk1="LINE1\nLINE2\n"；剩余 "LINE3\n\n"(8B) + "FOO"(3B) = 11B ≤ 12 → 合并 + expectChunks("LINE1\nLINE2\nLINE3\n\nFOO", 12, ["LINE1\nLINE2\n", "LINE3\n\nFOO"]); +}); + +test("nextLineEnd while 分支：单行段落末尾 \\n\\n 不被切断", () => { + // "AAAA,BBBB\n\n"=11B > limit=10 → 段落超限，调 nextLineEnd + // nextLineEnd 的 while 分支消费两个 \n → lineBytes=11 > 10 → findSplitPoint + // window="AAAA,BBBB\n"，逗号命中 → chunk="AAAA,"，\n\n 留在下一 chunk + // 若无 while 分支：lineBytes=10 ≤ 10 → 直接加入，\n\n 被切断（"\nCCC" 开头带孤立 \n） + expectChunks("AAAA,BBBB\n\nCCC", 10, ["AAAA,", "BBBB\n\nCCC"]); +}); + +// ── 结果汇总 ────────────────────────────────────────────────────────────────── +console.log(`\n结果: ${passed} 通过 / ${failed} 失败`); +if (failed > 0) process.exit(1); diff --git a/client/src/ts/utils/syncDraftCommittedButtonPair.ts b/client/src/ts/utils/syncDraftCommittedButtonPair.ts new file mode 100644 index 0000000000000000000000000000000000000000..e6c02e5b103846a0a88a11477dde2bb4eace41ae --- /dev/null +++ b/client/src/ts/utils/syncDraftCommittedButtonPair.ts @@ -0,0 +1,72 @@ +import type * as d3 from 'd3'; + +/** + * 「主操作 + Force retry」在「草稿 vs 已提交快照」下的禁用/样式规则。 + * Context Attribution 与 LLM Raw Chat 共用：idleInputsReady ∧ hasUncommittedDraft → 主钮； + * idleInputsReady → Force retry；进行中时按页面策略冻结或变为 Stop。 + */ +export type SyncDraftCommittedButtonPairOptions = { + primaryBtn: d3.Selection<any, unknown, any, any>; + forceRetryBtn: d3.Selection<any, unknown, any, any>; + inFlight: boolean; + /** freeze：两钮禁用且不改主钮文案（归因）；stop：主钮可点并换文案（Chat → Stop） */ + primaryInFlightMode: 'freeze' | 'stop'; + /** primaryInFlightMode === 'stop' 时必填 */ + primaryInFlightLabel?: string; + primaryIdleLabel: string; + /** 非进行中时，输入是否满足发起请求 */ + idleInputsReady: boolean; + hasUncommittedDraft: boolean; +}; + +export function syncDraftCommittedButtonPair(opts: SyncDraftCommittedButtonPairOptions): void { + const { + primaryBtn, + forceRetryBtn, + inFlight, + primaryInFlightMode, + primaryInFlightLabel, + primaryIdleLabel, + idleInputsReady, + hasUncommittedDraft, + } = opts; + + if (inFlight && primaryInFlightMode === 'stop') { + if (primaryInFlightLabel === undefined) { + throw new Error( + 'syncDraftCommittedButtonPair: primaryInFlightLabel is required when primaryInFlightMode is stop' + ); + } + primaryBtn.text(primaryInFlightLabel); + primaryBtn.property('disabled', false); + primaryBtn.classed('inactive', false); + forceRetryBtn.property('disabled', true); + forceRetryBtn.classed('inactive', true); + return; + } + + if (inFlight && primaryInFlightMode === 'freeze') { + primaryBtn.property('disabled', true); + primaryBtn.classed('inactive', true); + forceRetryBtn.property('disabled', true); + forceRetryBtn.classed('inactive', true); + return; + } + + primaryBtn.text(primaryIdleLabel); + if (!idleInputsReady) { + primaryBtn.property('disabled', true); + primaryBtn.classed('inactive', true); + forceRetryBtn.property('disabled', true); + forceRetryBtn.classed('inactive', true); + return; + } + + const enablePrimary = hasUncommittedDraft; + const enableForceRetry = true; + + primaryBtn.property('disabled', !enablePrimary); + primaryBtn.classed('inactive', !enablePrimary); + forceRetryBtn.property('disabled', !enableForceRetry); + forceRetryBtn.classed('inactive', !enableForceRetry); +} diff --git a/client/src/ts/utils/textMetricsUpdater.ts b/client/src/ts/utils/textMetricsUpdater.ts new file mode 100644 index 0000000000000000000000000000000000000000..38c9611a4dfd563e694f537d1a3f3e2675ae0c8d --- /dev/null +++ b/client/src/ts/utils/textMetricsUpdater.ts @@ -0,0 +1,168 @@ +import * as d3 from 'd3'; +import type { TextStats } from './textStatistics'; +import { tr } from '../lang/i18n-lite'; + +/** OpenAI 风格 usage，用于在指标区展示后端 tokenizer 计数（与 GLTR 逐 token 统计互补） */ +export type ApiTokenUsage = { + prompt_tokens?: number; + completion_tokens?: number; + total_tokens?: number; +}; + +function formatApiUsageLine(usage: ApiTokenUsage | null | undefined): string | null { + if (!usage) return null; + const parts: string[] = []; + if (typeof usage.prompt_tokens === 'number' && Number.isFinite(usage.prompt_tokens)) { + parts.push(`prompt ${usage.prompt_tokens} tokens`); + } + if (typeof usage.completion_tokens === 'number' && Number.isFinite(usage.completion_tokens)) { + parts.push(`completion ${usage.completion_tokens} tokens`); + } + if (typeof usage.total_tokens === 'number' && Number.isFinite(usage.total_tokens)) { + parts.push(`total ${usage.total_tokens} tokens`); + } + return parts.length > 0 ? parts.join('<br/>') : null; +} + +/** 仅展示后端返回的 usage（如 Chat 页，无 bytes/chars/tokens/surprisal） */ +export function updateApiUsageDisplay( + metricUsage: d3.Selection<any, unknown, any, any>, + usage: ApiTokenUsage | null | undefined +): void { + const line = formatApiUsageLine(usage ?? null); + if (line) { + metricUsage.html(`<span class="text-metrics-api-usage">${line}</span>`); + } else { + metricUsage.text(''); + } +} + +/** Chat 页 Ask 旁：单次 completions 的 model + API usage（与 TextInputController 解耦） */ +export function updateChatCompletionMetrics( + metricUsage: d3.Selection<any, unknown, any, any>, + metricModel: d3.Selection<any, unknown, any, any>, + modelName: string | null | undefined, + usage: ApiTokenUsage | null | undefined +): void { + if (!validateMetricsElements(metricUsage, metricModel)) { + return; + } + updateApiUsageDisplay(metricUsage, usage ?? null); + updateModel(metricModel, modelName); +} + +/** + * 更新基础指标（bytes, chars, tokens） + * @param metricBytes bytes 指标元素 + * @param metricChars chars 指标元素 + * @param metricTokens tokens 指标元素 + * @param stats 文本统计数据 + * @param apiUsage 可选：后端 usage（如 completions 的 prompt/completion/total tokens） + */ +export function updateBasicMetrics( + metricBytes: d3.Selection<any, unknown, any, any>, + metricChars: d3.Selection<any, unknown, any, any>, + metricTokens: d3.Selection<any, unknown, any, any>, + stats: TextStats, + apiUsage?: ApiTokenUsage | null +): void { + metricBytes.text(`${stats.byteCount} B`); + metricChars.text(`${stats.charCount} ${tr('chars')}`); + const tokensText = `${stats.tokenCount} ${tr('tokens')}`; + let primaryLine: string; + if (stats.tokenCount > 0 && stats.byteCount > 0) { + const bytesPerToken = stats.byteCount / stats.tokenCount; + primaryLine = `${tokensText} (${bytesPerToken.toFixed(2)} B/t)`; + } else { + primaryLine = tokensText; + } + + const usageLine = formatApiUsageLine(apiUsage ?? null); + if (usageLine) { + metricTokens.html(`${primaryLine}<br/><span class="text-metrics-api-usage">${usageLine}</span>`); + } else { + metricTokens.text(primaryLine); + } +} + +/** + * 差分模式配置 + */ +export type DiffModeConfig = { + delta: number | null; + baseTotalSurprisal: number | null; +}; + +/** + * 更新总information指标 + * @param metricTotalSurprisal 总information指标元素 + * @param stats 文本统计数据 + * @param totalSurprisalFormat 格式化函数 + * @param diffMode 差分模式配置（可选），如果提供则显示Δ总surprisal + */ +export function updateTotalSurprisal( + metricTotalSurprisal: d3.Selection<any, unknown, any, any>, + stats: TextStats, + totalSurprisalFormat: (value: number | null) => string, + diffMode?: DiffModeConfig +): void { + // 差分模式：显示Δ总information（百分比形式） + if (diffMode) { + const { delta, baseTotalSurprisal } = diffMode; + if (delta !== null && Number.isFinite(delta)) { + if (baseTotalSurprisal !== null && Number.isFinite(baseTotalSurprisal) && baseTotalSurprisal !== 0) { + // 计算百分比 + const percentage = (delta / baseTotalSurprisal) * 100; + const sign = percentage >= 0 ? '+' : ''; + metricTotalSurprisal.text(`Δ${tr('total information')} = ${sign}${percentage.toFixed(2)}%`); + } else { + // 如果无法计算百分比，显示无效值 + metricTotalSurprisal.text(`Δ${tr('total information')} = --%`); + } + } else { + metricTotalSurprisal.text(`Δ${tr('total information')} = --%`); + } + return; + } + + // 普通模式：显示总information + if (stats.totalSurprisal !== null && Number.isFinite(stats.totalSurprisal)) { + const totalSurprisalText = `${tr('total information')} = ${totalSurprisalFormat(stats.totalSurprisal)} bits`; + // 计算并添加 bits/Byte 和 bits/token 信息 + if (stats.byteCount > 0 && stats.tokenCount > 0) { + const bitsPerByte = stats.totalSurprisal / stats.byteCount; + const bitsPerToken = stats.totalSurprisal / stats.tokenCount; + metricTotalSurprisal.html(`${totalSurprisalText}<br>${totalSurprisalFormat(bitsPerByte)} bits/Byte, ${totalSurprisalFormat(bitsPerToken)} bits/token`); + } else if (stats.byteCount > 0) { + const bitsPerByte = stats.totalSurprisal / stats.byteCount; + metricTotalSurprisal.html(`${totalSurprisalText}<br>${totalSurprisalFormat(bitsPerByte)} bits/Byte`); + } else { + metricTotalSurprisal.text(totalSurprisalText); + } + } else { + metricTotalSurprisal.text(`${tr('total information')} = -- bits`); + } +} + +/** + * 更新模型名称显示 + * @param metricModel 模型指标元素 + * @param modelName 模型名称 + */ +export function updateModel( + metricModel: d3.Selection<any, unknown, any, any>, + modelName?: string | null | undefined +): void { + metricModel.text(`${tr('model')}: ${modelName}`); +} + +/** + * 验证所有必要的指标元素是否存在 + * @param elements 要验证的元素数组 + * @returns 如果所有元素都存在则返回true，否则返回false + */ +export function validateMetricsElements( + ...elements: d3.Selection<any, unknown, any, any>[] +): boolean { + return elements.every(el => !el.empty()); +} diff --git a/client/src/ts/utils/textStatistics.ts b/client/src/ts/utils/textStatistics.ts new file mode 100644 index 0000000000000000000000000000000000000000..d00229d5207e5a92b36c3b4f0c29aa9624114718 --- /dev/null +++ b/client/src/ts/utils/textStatistics.ts @@ -0,0 +1,185 @@ +import type { FrontendAnalyzeResult, FrontendToken } from '../api/GLTR_API'; +import { calculateSurprisal, calculateSurprisalDensity, countTokenCharacters, getByteLength } from './Util'; +import { extractRealTopkFromTokens } from './tokenUtils'; + +export type TextStats = { + byteCount: number; + charCount: number; + tokenCount: number; + tokenSurprisals: number[]; + byteSurprisals: number[]; + tokenAverage: number | null; + tokenP90: number | null; + byteAverage: number | null; + totalSurprisal: number | null; +}; + +/** + * 差分统计数据（用于模型差分模式） + */ +export type DiffStats = { + // 基础字段保持不变（使用本列的原始值） + byteCount: number; + charCount: number; + tokenCount: number; + tokenSurprisals: number[]; // 本列的原始token surprisal + tokenAverage: number | null; + // 差分字段 + deltaTotalSurprisal: number | null; // Δ总surprisal + deltaByteSurprisals: number[]; // 逐字节的Δ信息密度(bits/Byte) +}; + +/** + * 计算平均值 + */ +export const computeAverage = (values: number[] | null | undefined): number | null => { + if (!values || values.length === 0) { + return null; + } + const validValues = values.filter((value) => Number.isFinite(value)); + if (validValues.length === 0) { + return null; + } + const sum = validValues.reduce((acc, value) => acc + value, 0); + return sum / validValues.length; +}; + +/** + * 合并后 BPE token 的逐 token surprisal（与 bpeBpeMergedTokens / bpe_strings 对齐），用于直方图与 surprisal progress。 + * 文本指标仍以 {@link calculateTextStats} 中原始 token 维度为准。 + */ +export function calculateMergedTokenSurprisals(bpeBpeMergedTokens: FrontendToken[]): number[] { + if (!bpeBpeMergedTokens.length) return []; + const realTopkMerged = extractRealTopkFromTokens(bpeBpeMergedTokens); + return bpeBpeMergedTokens.map((_, index) => calculateSurprisal(realTopkMerged[index][1])); +} + +/** 计算90分位数（p90） */ +export const computeP90 = (values: number[] | null | undefined): number | null => { + if (!values || values.length === 0) { + return null; + } + const sorted = values + .filter((value) => Number.isFinite(value)) + .slice() + .sort((a, b) => a - b); + const n = sorted.length; + if (n === 0) { + return null; + } + // 90分位数的索引位置：(n-1) * 0.9 + const index = (n - 1) * 0.9; + const lower = Math.floor(index); + const upper = Math.ceil(index); + const weight = index - lower; + + if (lower === upper) { + return sorted[lower]; + } + // 线性插值 + return sorted[lower] * (1 - weight) + sorted[upper] * weight; +}; + +/** + * 计算文本统计信息 + */ +export const calculateTextStats = ( + result: FrontendAnalyzeResult, + originalText: string +): TextStats => { + const originalTokens = result.originalTokens; + const bpeBpeMergedTokens = result.bpeBpeMergedTokens; + + const realTopkOriginal = extractRealTopkFromTokens(originalTokens); + const realTopkMerged = extractRealTopkFromTokens(bpeBpeMergedTokens); + + // 从最后一个 token 的 offset 获取截断后文本的实际长度 + let truncatedTextLength = 0; + if (originalTokens.length > 0) { + const lastToken = originalTokens[originalTokens.length - 1]; + truncatedTextLength = lastToken.offset[1]; + } + + // 从原始文本中截取实际分析的文本部分 + const truncatedText = originalText.slice(0, truncatedTextLength); + const safeText = truncatedText; + + const byteCount = getByteLength(safeText); + const charCount = countTokenCharacters(safeText); + const tokenCount = originalTokens.length; + + const tokenSurprisals: number[] = []; + const byteSurprisals: number[] = []; + let totalSurprisal = 0; + let hasValidTotal = false; + + originalTokens.forEach((token, index) => { + const prob = realTopkOriginal[index][1]; + const surprisal = calculateSurprisal(prob); + tokenSurprisals.push(surprisal); + if (Number.isFinite(surprisal)) { + totalSurprisal += surprisal; + hasValidTotal = true; + } + }); + + bpeBpeMergedTokens.forEach((token) => { + const tokenText = token.raw; + const byteCountForToken = getByteLength(tokenText); + const byteSurprisal = calculateSurprisalDensity(token); + // 为token的每个字节添加相同的byteSurprisal值 + // 注意：虽然可以使用Array.fill优化，但考虑到token的字节数通常很少（平均几个字节）， + // 使用简单的循环更直观，性能差异可忽略不计 + for (let i = 0; i < byteCountForToken; i++) { + byteSurprisals.push(byteSurprisal); + } + }); + + return { + byteCount, + charCount, + tokenCount, + tokenSurprisals, + byteSurprisals, + tokenAverage: computeAverage(tokenSurprisals), + tokenP90: computeP90(tokenSurprisals), + byteAverage: computeAverage(byteSurprisals), + totalSurprisal: hasValidTotal ? totalSurprisal : null + }; +}; + +/** + * 计算差分统计数据（Diff列相对于Base列的差异） + * @param diffStats Diff列的TextStats + * @param baseStats Base列的TextStats + * @returns 差分统计数据 + */ +export const calculateDiffStats = ( + diffStats: TextStats, + baseStats: TextStats +): DiffStats => { + // 计算Δ总surprisal + const deltaTotalSurprisal = (diffStats.totalSurprisal !== null && baseStats.totalSurprisal !== null) + ? diffStats.totalSurprisal - baseStats.totalSurprisal + : null; + + // 计算逐字节的Δ信息密度(bits/Byte) + const deltaByteSurprisals: number[] = []; + const minLength = Math.min(diffStats.byteSurprisals.length, baseStats.byteSurprisals.length); + + for (let i = 0; i < minLength; i++) { + const delta = diffStats.byteSurprisals[i] - baseStats.byteSurprisals[i]; + deltaByteSurprisals.push(delta); + } + + return { + byteCount: diffStats.byteCount, + charCount: diffStats.charCount, + tokenCount: diffStats.tokenCount, + tokenSurprisals: diffStats.tokenSurprisals, + tokenAverage: diffStats.tokenAverage, + deltaTotalSurprisal, + deltaByteSurprisals + }; +}; + diff --git a/client/src/ts/utils/tokenDisplayUtils.ts b/client/src/ts/utils/tokenDisplayUtils.ts new file mode 100644 index 0000000000000000000000000000000000000000..00509a88a82c2144a74243cef44f858b653cbbc2 --- /dev/null +++ b/client/src/ts/utils/tokenDisplayUtils.ts @@ -0,0 +1,123 @@ +/** + * Token 文本显示工具：特殊字符可视化、HTML 转义 + * 与 Tooltip、TopK 图表等共享 + */ + +function escapeHtmlImpl(text: string): string { + const div = document.createElement('div'); + div.textContent = text; + return div.innerHTML; +} + +function isWhitespaceChar(char: string): boolean { + return /\p{White_Space}/u.test(char); +} + +function isPrintableChar(char: string): boolean { + if (isWhitespaceChar(char)) return false; + const codePoint = char.codePointAt(0); + if (codePoint === undefined) return false; + if (codePoint >= 32 && codePoint <= 126) return true; + if ( + (codePoint >= 0x00A0 && codePoint <= 0x00FF) || + (codePoint >= 0x0100 && codePoint <= 0x017F) || + (codePoint >= 0x0180 && codePoint <= 0x024F) || + (codePoint >= 0x2000 && codePoint <= 0x206F) || + (codePoint >= 0x2070 && codePoint <= 0x209F) || + (codePoint >= 0x20A0 && codePoint <= 0x20CF) || + (codePoint >= 0x2100 && codePoint <= 0x214F) || + (codePoint >= 0x2190 && codePoint <= 0x21FF) || + (codePoint >= 0x2200 && codePoint <= 0x22FF) || + (codePoint >= 0x2300 && codePoint <= 0x23FF) || + (codePoint >= 0x2400 && codePoint <= 0x243F) || + (codePoint >= 0x2E00 && codePoint <= 0x2E7F) || + (codePoint >= 0x3000 && codePoint <= 0x303F) || + (codePoint >= 0x3040 && codePoint <= 0x309F) || + (codePoint >= 0x30A0 && codePoint <= 0x30FF) || + (codePoint >= 0x4E00 && codePoint <= 0x9FFF) || + (codePoint >= 0xAC00 && codePoint <= 0xD7AF) || + (codePoint >= 0xF900 && codePoint <= 0xFAFF) || + (codePoint >= 0xFF00 && codePoint <= 0xFFEF) + ) return true; + return false; +} + +/** {@link visualizeSpecialChars} 可选行为 */ +export type VisualizeSpecialCharsOptions = { + /** + * 为 true（如 DAG 节点标签）：仅当 ASCII 空格**后面不是** `[A-Za-z0-9]` 时改为 ·； + * 空格后是 ASCII 字母或数字时保留空格（便于 SVG 显示词界）。 + * 省略或 false：每个 ASCII 空格都变为 ·（与 Tooltip / 候选词等一致）。 + */ + spaceDotExceptBeforeAsciiLetterOrNumber?: boolean; +}; + +function visualizeSpecialCharsImpl(text: string, options?: VisualizeSpecialCharsOptions): string { + let result = text + .replace(/\r\n/g, '[CRLF]') + .replace(/\n/g, '[LF]') + .replace(/\r/g, '[CR]') + .replace(/\t/g, '[TAB]') + .replace(/\u3000/g, '[FS]'); + if (options?.spaceDotExceptBeforeAsciiLetterOrNumber === true) { + // 须写成 (?![…])，勿写成 (?!=[…])：后者会解析成「否定先行 + 字面量 = + 字符类」，几乎总匹配，导致所有空格都变 ·。 + result = result.replace(/ (?![A-Za-z0-9])/g, '·'); + } else { + result = result.replace(/ /g, '·'); + } + + const processed: string[] = []; + let inBracket = false; + + for (let i = 0; i < result.length; i++) { + const char = result[i]; + if (char === '[') { + inBracket = true; + processed.push(char); + } else if (char === ']' && inBracket) { + processed.push(char); + inBracket = false; + } else if (inBracket) { + processed.push(char); + } else { + // 保留的空格不能走下方「不可打印 → U+」分支，否则会变成 [U+0020] + if (char === ' ') { + processed.push(char); + } else if (isPrintableChar(char)) { + processed.push(char); + } else { + const codePoint = char.codePointAt(0); + if (codePoint !== undefined) { + const hexCode = codePoint.toString(16).toUpperCase().padStart(4, '0'); + processed.push(`[U+${hexCode}]`); + } else { + processed.push(char); + } + } + } + } + return processed.join(''); +} + +/** 处理候选词文本，与主 token 保持一致：先可视化特殊字符，再 HTML 转义 */ +export function processCandidateText(text: string): string { + return escapeHtmlImpl(visualizeSpecialCharsImpl(text)); +} + +/** + * Tooltip 内展示的当前 token 与合并子片段共用：与 {@link processCandidateText} 同一管线， + * 保证与主栏「当前 token」行渲染一致。 + */ +export function tooltipTokenDisplayHtml(text: string): string { + return processCandidateText(text); +} + +/** HTML 转义 */ +export function escapeHtml(text: string): string { + return escapeHtmlImpl(text); +} + +/** 可视化特殊字符 */ +export function visualizeSpecialChars(text: string, options?: VisualizeSpecialCharsOptions): string { + return visualizeSpecialCharsImpl(text, options); +} diff --git a/client/src/ts/utils/tokenRenderStyle.ts b/client/src/ts/utils/tokenRenderStyle.ts new file mode 100644 index 0000000000000000000000000000000000000000..8fe0676b1a00a732a0edb07650ee44bed292f2e5 --- /dev/null +++ b/client/src/ts/utils/tokenRenderStyle.ts @@ -0,0 +1,14 @@ +/** Token 染色方式：density=按信息密度(bits/Byte)，classic=按 token 信息量(bits)。未写入 localStorage 时默认为 classic */ +export type TokenRenderStyle = 'density' | 'classic'; + +const KEY = 'info_radar_token_render_style'; + +export function getTokenRenderStyle(): TokenRenderStyle { + const v = localStorage.getItem(KEY); + // 仅当显式存为 density 时用密度；其余（含未设置、classic、旧值）均为 classic + return (v === 'density' ? 'density' : 'classic') as TokenRenderStyle; +} + +export function setTokenRenderStyle(v: TokenRenderStyle): void { + localStorage.setItem(KEY, v); +} diff --git a/client/src/ts/utils/tokenUtils.ts b/client/src/ts/utils/tokenUtils.ts new file mode 100644 index 0000000000000000000000000000000000000000..0df3b328f14366936f52cc05b2c39f16713b8abb --- /dev/null +++ b/client/src/ts/utils/tokenUtils.ts @@ -0,0 +1,196 @@ +import type { AnalyzeResponse, FrontendToken } from '../api/GLTR_API'; +import { + type DigitMergePipelineOptions, + digitMergeIndexGroupsByText, + dropEmptyZeroWidthTokens, + flattenMergePartsForDigitGroup, + mergeSequentialOverlap, + mergeSourcePartsForOverlapPair, + sliceTextByCodePointOffsets, +} from './mergeTokenSpans'; + +export type DigitMergeResult = { + digitMergedTokens: FrontendToken[]; + /** 输出 token i 对应的输入 token 索引列表（长度 1 表示未合并） */ + mergeGroups: number[][]; +}; + +export type CloneTokenOptions = { + keepMergedFlag?: boolean; +}; + +/** + * 克隆 real_topk 元组 + */ +export const cloneRealTopk = (tuple: [number, number] | null | undefined): [number, number] | undefined => { + if (Array.isArray(tuple) && tuple.length === 2 && tuple.every((item) => typeof item === 'number')) { + return [tuple[0], tuple[1]]; + } + return undefined; +}; + +/** + * 克隆 pred_topk 数组 + */ +export const clonePredTopk = (list: [string, number][] | null | undefined): [string, number][] => { + if (!Array.isArray(list)) { + return []; + } + return list.map((item) => { + const tokenText = typeof item?.[0] === 'string' ? item[0] : ''; + const prob = typeof item?.[1] === 'number' && Number.isFinite(item[1]) ? item[1] : 0; + return [tokenText, prob] as [string, number]; + }); +}; + +/** + * 克隆 FrontendToken + */ +export const cloneFrontendToken = (token: FrontendToken, options: CloneTokenOptions = {}): FrontendToken => { + const cloned: FrontendToken = { + offset: [token.offset[0], token.offset[1]], + raw: token.raw, + real_topk: cloneRealTopk(token.real_topk), + pred_topk: clonePredTopk(token.pred_topk) + }; + if (options.keepMergedFlag !== false && typeof token.bpe_merged === 'string') { + cloned.bpe_merged = token.bpe_merged; + } + if (options.keepMergedFlag !== false && Array.isArray(token.bpe_merge_parts)) { + cloned.bpe_merge_parts = [...token.bpe_merge_parts]; + } + return cloned; +}; + +/** + * 获取 token 的概率值 + */ +export const getTokenProbability = (token: FrontendToken): number => { + const tuple = token.real_topk; + if (Array.isArray(tuple) && tuple.length === 2 && typeof tuple[1] === 'number') { + return tuple[1]; + } + return 0; +}; + +/** + * BPE Overlap 合并：将 offset 重叠的 token 合并。 + * 重叠多来自 tokenizer 与字边界不对齐（如 CJK）：表层 raw/offset 可能看起来交叉或「重复」，底层仍是各不相同的分词位置。 + * 合并后 `raw` 取原文切片；`real_topk` 概率按独立近似 **相乘**（语义 token_attention 则对原始梯度 **求和** 后 **再** 全局归一化，见 semanticUtils）。 + * + * 先去掉零宽且 raw 为空的 token；其余零宽由 {@link mergeSequentialOverlap} 按 offset 与下一 token 是否覆盖该点统一合并。 + */ +export const mergeBpeOverlapTokens = (tokens: FrontendToken[], originalText: string): FrontendToken[] => { + const prepared = dropEmptyZeroWidthTokens(tokens); + return mergeSequentialOverlap(prepared, { + getOffset: (t) => t.offset, + cloneForStep: (t) => cloneFrontendToken(t), + sliceMergedRaw: (start, end) => sliceTextByCodePointOffsets(originalText, start, end), + mergeOverlappingPair: (current, next, mergedOffset, mergedRaw) => { + const mergedParts = mergeSourcePartsForOverlapPair(originalText, current, next); + current.offset[0] = mergedOffset[0]; + current.offset[1] = mergedOffset[1]; + current.raw = mergedRaw; + current.bpe_merge_parts = mergedParts; + const combinedProb = getTokenProbability(current) * getTokenProbability(next); + current.real_topk = [0, combinedProb]; + current.pred_topk = []; + current.bpe_merged = 'overlap'; + return current; + }, + }); +}; + +/** + * BPE Digit 合并：按原文码点上的「0/1 个 ASCII 空格 + 连续 ASCII 数字」段合并 token，与分词切法无关（overlap 后 offset 须与原文一致）。 + * 概率合并：real_topk 与各子 token 概率相乘（与 overlap 合并一致，独立近似）。 + */ +export const mergeBpeDigitTokens = (tokens: FrontendToken[], originalText: string): DigitMergeResult => { + const mergeGroups = digitMergeIndexGroupsByText(originalText, tokens); + const digitMergedTokens = mergeGroups.map((group) => { + if (group.length === 1) { + return tokens[group[0]!]!; + } + const first = tokens[group[0]!]!; + const last = tokens[group[group.length - 1]!]!; + const mergedRaw = sliceTextByCodePointOffsets(originalText, first.offset[0], last.offset[1]); + const mergedProb = group.reduce((p, idx) => p * getTokenProbability(tokens[idx]!), 1); + return { + offset: [first.offset[0], last.offset[1]] as [number, number], + raw: mergedRaw, + real_topk: [0, mergedProb] as [number, number], + pred_topk: [], + bpe_merged: 'digit' as const, + bpe_merge_parts: flattenMergePartsForDigitGroup(group, tokens), + }; + }); + return { digitMergedTokens, mergeGroups }; +}; + +/** + * 按 mergeGroups 对一组并行分数数组同时求和（digit merge 后对齐分数数组） + */ +export const digitMergeWithScores = ( + tokens: FrontendToken[], + scoreArrays: (number | undefined)[][], + originalText: string +): { digitMergedTokens: FrontendToken[]; mergedScoreArrays: (number | undefined)[][] } => { + const { digitMergedTokens, mergeGroups } = mergeBpeDigitTokens(tokens, originalText); + const mergedScoreArrays = scoreArrays.map((arr) => + mergeGroups.map((group) => group.reduce((sum, idx) => sum + (arr[idx] ?? 0), 0)) + ); + return { digitMergedTokens, mergedScoreArrays }; +}; + +/** + * 合并 token 用于渲染：先做 BPE Overlap 合并，可选再做 BPE Digit 合并 + */ +export const mergeTokensForRendering = ( + tokens: FrontendToken[], + originalText: string, + options: DigitMergePipelineOptions = {} +): FrontendToken[] => { + const overlapMerged = mergeBpeOverlapTokens(tokens, originalText); + if (options.digitMerge === false) { + return overlapMerged; + } + const { digitMergedTokens } = mergeBpeDigitTokens(overlapMerged, originalText); + return digitMergedTokens; +}; + +/** + * 从 token 数组中提取 real_topk 元组 + */ +export const extractRealTopkFromTokens = (tokens: FrontendToken[] | null | undefined): [number, number][] => { + if (!Array.isArray(tokens)) { + return []; + } + return tokens.map((token) => { + const tuple = token.real_topk; + return [tuple[0], tuple[1]]; + }); +}; + +/** + * 创建原始数据的快照（用于保存 demo） + */ +export const createRawSnapshot = (response: AnalyzeResponse): AnalyzeResponse => { + const requestClone: AnalyzeResponse['request'] = { + text: response.request.text + }; + const originalResult = response.result; + const tokensForSave = originalResult.bpe_strings.map((token) => + cloneFrontendToken(token as FrontendToken, { keepMergedFlag: false }) + ); + // 确保 model 字段在最前面 + const resultClone: AnalyzeResponse['result'] = { + model: originalResult.model, + ...originalResult, + bpe_strings: tokensForSave + }; + return { + request: requestClone, + result: resultClone + }; +}; + diff --git a/client/src/ts/utils/tooltipPredictionsFromToken.ts b/client/src/ts/utils/tooltipPredictionsFromToken.ts new file mode 100644 index 0000000000000000000000000000000000000000..74d1f73ed0c6ad584aaffbd6e6c115d5143406ec --- /dev/null +++ b/client/src/ts/utils/tooltipPredictionsFromToken.ts @@ -0,0 +1,126 @@ +/** + * 从 {@link FrontendToken} 解析 pred_topk / real_topk 语义，生成与 ToolTip `.predictions` 一致的 HTML。 + * 条形图绘制见 {@link ./topkChartUtils}。 + */ + +import type { BpeMergeReason, FrontendToken } from '../api/GLTR_API'; +import { tr, trf } from '../lang/i18n-lite'; +import { escapeHtml, tooltipTokenDisplayHtml } from './tokenDisplayUtils'; +import { + prepareTopkDisplayRows, + renderTopkChartHtml, + topkDisplaySelection, +} from './topkChartUtils'; + +const DISPLAY_TOPK = 10; + +function bpeMergedInfoMessage(reason: BpeMergeReason): string { + switch (reason) { + case 'overlap': + return tr('BPE overlap merge: overlapping spans were combined.'); + case 'digit': + return tr('Digit merge: adjacent digit sub-tokens were combined.'); + } +} + +const MERGE_PARTS_TOOLTIP_MAX = 8; + +/** 合并子片段列表 → tooltip 第二行 HTML（与 ToolTip 当前 token 行同：`tooltipTokenDisplayHtml`） */ +function bpeMergePartsTooltipHtml(parts: string[] | undefined): string { + if (!parts?.length) return ''; + const shown = parts.slice(0, MERGE_PARTS_TOOLTIP_MAX); + const hidden = parts.length - shown.length; + const body = shown.map((p) => tooltipTokenDisplayHtml(p)).join('<br/>'); + const more = + hidden > 0 + ? `<br/>${escapeHtml(trf('(+{n} more)', { n: hidden }))}` + : ''; + return ( + `<div class="topk-chart-info-parts">` + + `${escapeHtml(trf('Source fragments ({count}):', { count: parts.length }))}<br/>${body}${more}` + + `</div>` + ); +} + +/** + * Tooltip / 信息密度汇总 / TopK 条共用的 pred_topk、real_topk 语义： + * 占位符 `real_topk: [*, 1]` 且空 pred_topk 表示「仅语义、无真实信息密度」。 + */ +export function getFrontendTokenTopkState(tokenData: FrontendToken): { + predTopk: [string, number][]; + isPlaceholderTopk: boolean; + hasRealTopk: boolean; +} { + const predTopk = tokenData.pred_topk ?? []; + const isPlaceholderTopk = + tokenData.real_topk != null && + Array.isArray(tokenData.real_topk) && + tokenData.real_topk[1] === 1 && + predTopk.length === 0; + const hasRealTopk = + tokenData.real_topk != null && Array.isArray(tokenData.real_topk) && !isPlaceholderTopk; + return { predTopk, isPlaceholderTopk, hasRealTopk }; +} + +/** 归因弹窗：可点选候选、自定义高亮 token（默认同 tooltip 用 tokenData.raw） */ +export type TooltipPredictionsExtraOptions = { + interactive?: boolean; + highlightToken?: string; + /** 与 highlightToken 成对传入时可区分解码同形的多行候选 */ + highlightProb?: number; +}; + +/** + * 与 ToolTip 内 `.predictions` 区域 HTML 一致（含条形图红字高亮、bpe 提示、缺失提示）。 + */ +export function buildTooltipPredictionsInnerHtml( + tokenData: FrontendToken | null | undefined, + extra?: TooltipPredictionsExtraOptions +): string { + if (!tokenData) return ''; + + const { predTopk, hasRealTopk } = getFrontendTokenTopkState(tokenData); + const hasPredictions = predTopk.length > 0; + + if (!hasPredictions && tokenData.bpe_merged == null) { + return ''; + } + if (tokenData.bpe_merged != null) { + const partsHtml = bpeMergePartsTooltipHtml(tokenData.bpe_merge_parts); + return ( + `<div class="row info-row topk-chart-info-row">` + + `<div class="topk-chart-info-msg">${bpeMergedInfoMessage(tokenData.bpe_merged)}</div>` + + partsHtml + + `</div>` + ); + } + if (!hasPredictions) { + return ( + `<div class="row info-row topk-chart-info-row">` + + `<div class="topk-chart-info-msg">${tr('Top-k data not available.')}</div>` + + `</div>` + ); + } + + let topkData = predTopk.slice(0, DISPLAY_TOPK).map(([token, prob]) => ({ token, prob })); + const selection = + hasRealTopk && tokenData.real_topk != null + ? topkDisplaySelection(tokenData.raw, tokenData.real_topk[1]) + : undefined; + topkData = prepareTopkDisplayRows(topkData, selection); + const highlight = extra?.highlightToken ?? tokenData.raw; + let selectedProb: number | undefined; + if (extra?.highlightProb != null && Number.isFinite(extra.highlightProb)) { + selectedProb = extra.highlightProb; + } else if (hasRealTopk && highlight === tokenData.raw && tokenData.real_topk != null) { + selectedProb = tokenData.real_topk[1]; + } else { + const row = predTopk.find(([t]) => t === highlight); + if (row) selectedProb = row[1]; + } + return renderTopkChartHtml(topkData, { + selectedToken: highlight, + selectedProb, + interactivePickable: extra?.interactive === true, + }); +} diff --git a/client/src/ts/utils/topkChartUtils.ts b/client/src/ts/utils/topkChartUtils.ts new file mode 100644 index 0000000000000000000000000000000000000000..7b75ae95e85f47ac5634d287cadfbccc639bc1e9 --- /dev/null +++ b/client/src/ts/utils/topkChartUtils.ts @@ -0,0 +1,159 @@ +/** + * Top-K 条形图 HTML 渲染（行结构、省略行、高亮列），供 Tooltip、语义 debug、归因复用。 + * + * 主题与颜色： + * ——不采用「内联写死主题色 + 切换 data-theme 时用 JS 整段重绘 innerHTML」的做法。 + * 行/条/说明文字的颜色由 `.predictions-table` 下的类名配合 `start.scss` 中 `:root` / + * `:root[data-theme="dark"]` 的 `--tooltip-text-normal`、`--tooltip-text-selected`、 + * `--tooltip-text-detail` 随主题变化；仅条形宽度等纯数据量保留内联 style。 + * + * 从 {@link FrontendToken} 拼出上述 HTML 见 {@link ./tooltipPredictionsFromToken}。 + */ + +import * as d3 from 'd3'; +import { processCandidateText } from './tokenDisplayUtils'; + +/** Tooltip 默认条形宽度 */ +const MAX_BAR_WIDTH = 60; +/** Semantic debug 专用：更大条形与列宽，tooltip 不受影响 */ +const SEMANTIC_DEBUG_MAX_BAR = 100; +const SEMANTIC_DEBUG_BAR_CELL = 180; + +/** 插入数据中表示省略行的占位符，左侧列空、token 列显示 ⋮ */ +export const TOPK_SEP = '\0__TOPK_SEP__\0'; + +/** 与后端 round_to_sig_figs 及 JSON 往返对齐，用于 top-k 行与 attribution target 概率配对 */ +function probabilitiesEffectivelyEqual(a: number, b: number): boolean { + if (a === b) return true; + const d = Math.abs(a - b); + return d < 1e-12 || d / Math.max(Math.abs(a), Math.abs(b), 1e-15) < 1e-9; +} + +export interface TopkChartOptions { + /** 高亮的 token（与当前 token 一致时用 `.topk-chart-row--selected`） */ + selectedToken?: string; + /** + * 与 selectedToken 同时传入时，只高亮「第一个」token 与 prob 均匹配的行（避免多 id 解码同形时多行同时选中）。 + * 不传时退化为仅按 token 匹配第一个。 + */ + selectedProb?: number; + /** 条形最大宽度 px */ + maxBarWidth?: number; + /** 条形列单元格宽度 px */ + barCellWidth?: number; + numFormat?: (n: number) => string; + /** 为候选行加 data-topk-pick 与指针样式（归因弹窗点选目标用） */ + interactivePickable?: boolean; +} + +/** 若 actualToken 不在行中则追加 ⋮ + 该行；供 {@link prepareTopkDisplayRows} 专用 */ +function mergeTopkRowsWithActualTokenIfAbsent( + rows: Array<{ token: string; prob: number }>, + actualToken: string, + actualProb: number +): Array<{ token: string; prob: number }> { + if (!rows.length || actualToken === '') return rows; + if (!Number.isFinite(actualProb)) return rows; + if (rows.some((d) => d.token === actualToken)) return rows; + return [...rows, { token: TOPK_SEP, prob: 0 }, { token: actualToken, prob: actualProb }]; +} + +export type TopkDisplaySelection = { token: string; prob: number }; + +/** 从任意来源的 token + 概率构造可选的展示选中项；不合法时返回 `undefined`。 */ +export function topkDisplaySelection( + token: string | undefined | null, + prob: number | null | undefined +): TopkDisplaySelection | undefined { + if (token == null || token === '') return undefined; + if (prob == null || !Number.isFinite(prob)) return undefined; + return { token, prob }; +} + +/** + * 统一入口：在服务端/模型给出的 base top-k 行上，按需合并「选中 token」行。 + * - `selection` 为 `undefined`：不追加（仅展示 base，如无真实信息密度则 Tooltip 不传 selection）。 + * - `selection` 有值且 token 已出现在 base 中：不重复追加。 + * - 条形图红色高亮由调用方对 {@link renderTopkChartHtml} 传入 `selectedToken`（及可选 `selectedProb`）。 + */ +export function prepareTopkDisplayRows( + baseRows: Array<{ token: string; prob: number }>, + selection: TopkDisplaySelection | undefined +): Array<{ token: string; prob: number }> { + if (!selection || !baseRows.length) return baseRows; + const { token, prob } = selection; + if (token === '' || !Number.isFinite(prob)) return baseRows; + return mergeTopkRowsWithActualTokenIfAbsent(baseRows, token, prob); +} + +/** 计算应高亮的行下标：优先 token+prob 唯一命中第一个，否则第一个 token 命中 */ +function resolveSelectedRowIndex( + data: Array<{ token: string; prob: number }>, + selectedToken: string | undefined, + selectedProb: number | undefined +): number { + if (selectedToken === undefined || selectedToken === '') return -1; + if (selectedProb != null && Number.isFinite(selectedProb)) { + const i = data.findIndex( + (d) => + d.token !== TOPK_SEP && + d.token === selectedToken && + probabilitiesEffectivelyEqual(d.prob, selectedProb) + ); + if (i >= 0) return i; + } + return data.findIndex((d) => d.token !== TOPK_SEP && d.token === selectedToken); +} + +/** 生成与 Tooltip 完全一致的 TopK 图表 HTML */ +export function renderTopkChartHtml( + data: Array<{ token: string; prob: number }>, + options?: TopkChartOptions +): string { + if (!data.length) return ''; + + const maxBar = options?.maxBarWidth ?? MAX_BAR_WIDTH; + const numF = options?.numFormat ?? ((v: number) => d3.format('.3g')(v * 100) + '%'); + + const maxProb = data[0]?.prob ?? 1; + const scale = d3.scaleLinear().domain([0, maxProb]).range([0, maxBar]); + const barCellW = options?.barCellWidth ?? 110; + + const pickable = options?.interactivePickable === true; + const highlightRowIndex = resolveSelectedRowIndex(data, options?.selectedToken, options?.selectedProb); + + const rows = data.map((d, i) => { + if (d.token === TOPK_SEP) { + return `<div class="row topk-chart-row topk-chart-row--ellipsis">⋮</div>`; + } + const isSelected = highlightRowIndex >= 0 && i === highlightRowIndex; + const rowClasses = [ + 'row', + 'topk-chart-row', + pickable ? 'topk-chart-row--pickable' : '', + isSelected ? 'topk-chart-row--selected' : '', + ] + .filter(Boolean) + .join(' '); + const bar = `<div class="topk-chart-bar-cell" style="width:${barCellW}px;">` + + `<span class="topk-chart-bar-fill" style="width: ${scale(d.prob)}px;"></span>` + + ` <span class="topk-chart-prob">${numF(d.prob)}</span></div>`; + const text = `<div class="topk-chart-token-cell">${processCandidateText(d.token)}</div>`; + const pickAttr = pickable ? ` data-topk-pick="${encodeURIComponent(d.token)}"` : ''; + return `<div class="${rowClasses}"${pickAttr}>${bar}${text}</div>`; + }); + + return rows.join(''); +} + +/** 生成完整 TopK 图表 HTML（含容器），用于独立展示如 semantic debug。 */ +export function renderTopkChartFullHtml(data: Array<{ token: string; prob: number }>, options?: TopkChartOptions): string { + const opts = options ?? {}; + const semanticOpts = { + ...opts, + maxBarWidth: opts.maxBarWidth ?? SEMANTIC_DEBUG_MAX_BAR, + barCellWidth: opts.barCellWidth ?? SEMANTIC_DEBUG_BAR_CELL, + }; + const rows = renderTopkChartHtml(data, semanticOpts); + return rows ? `<div class="semantic-debug-topk-chart predictions predictions-table">${rows}</div>` : ''; +} diff --git a/client/src/ts/utils/urlUtils.ts b/client/src/ts/utils/urlUtils.ts new file mode 100644 index 0000000000000000000000000000000000000000..ad8d5a85843238cba6e8d88e4acd186d5245394d --- /dev/null +++ b/client/src/ts/utils/urlUtils.ts @@ -0,0 +1,57 @@ +/** + * URL 工具函数 + */ + +/** + * 验证 URL 格式 + * @param url 待验证的 URL 字符串 + * @returns 是否为有效的 URL + */ +export function isValidUrl(url: string): boolean { + if (!url || typeof url !== 'string') { + return false; + } + + try { + const urlObj = new URL(url.trim()); + return urlObj.protocol === 'http:' || urlObj.protocol === 'https:'; + } catch { + return false; + } +} + +/** + * 检测文本中是否包含 URL + * @param text 待检测的文本 + * @returns 找到的第一个 URL，如果没有则返回 null + */ +export function extractUrl(text: string): string | null { + if (!text || typeof text !== 'string') { + return null; + } + + // 简单的 URL 正则匹配 + const urlPattern = /https?:\/\/[^\s]+/gi; + const match = text.trim().match(urlPattern); + + if (match && match.length > 0) { + const url = match[0].replace(/[.,;:!?]+$/, ''); // 移除末尾的标点符号 + return isValidUrl(url) ? url : null; + } + + return null; +} + +/** + * 检查文本是否为纯 URL（没有其他内容） + * @param text 待检查的文本 + * @returns 是否为纯 URL + */ +export function isPureUrl(text: string): boolean { + if (!text) { + return false; + } + + const trimmed = text.trim(); + return isValidUrl(trimmed) && trimmed.split(/\s+/).length === 1; +} diff --git a/client/src/ts/utils/visualizationConfigs.ts b/client/src/ts/utils/visualizationConfigs.ts new file mode 100644 index 0000000000000000000000000000000000000000..f65e9698787b4cf101b45e21228169ae85c0befc --- /dev/null +++ b/client/src/ts/utils/visualizationConfigs.ts @@ -0,0 +1,97 @@ +import { tr } from '../lang/i18n-lite'; +import type { HistogramExtent, HistogramExtentBound } from '../vis/Histogram'; + +export type { HistogramExtent, HistogramExtentBound }; + +/** + * 直方图基础配置类型 + */ +export interface HistogramBaseConfig { + label: string; + no_bins: number; + extent: HistogramExtent; + averageLabel?: string; + showLeftInfinity?: boolean; + showRightInfinity?: boolean; + xAxisTickSkip?: number; + /** x轴刻度凑整：true=仅显示 step 整数倍处的标签，false/undefined=显示全部 */ + xAxisTickRound?: boolean; + yScaleType?: 'linear' | 'sqrt' | 'log'; +} + +/** + * 散点图基础配置类型 + */ +export interface ScatterPlotBaseConfig { + xLabel: string; + yLabel: string; + label?: string; +} + +/** + * 获取 Token information 直方图配置（支持国际化） + */ +export const getTokenSurprisalHistogramConfig = (): HistogramBaseConfig => ({ + label: tr("information per token histogram"), + no_bins: 19, + extent: [0, 19], + averageLabel: tr("bits/token"), + showRightInfinity: true, +}); + +/** + * 获取 Byte information 直方图配置（支持国际化） + */ +export const getByteSurprisalHistogramConfig = (): HistogramBaseConfig => ({ + label: tr("information per byte histogram"), + no_bins: 13, + extent: [0, 6.5], + averageLabel: tr("bits/Byte"), + showRightInfinity: true, +}); + +/** + * 获取 ΔByte information 直方图配置（支持国际化） + */ +export const getDeltaByteSurprisalHistogramConfig = (): HistogramBaseConfig => ({ + label: tr("Δinformation per byte histogram"), + no_bins: 20, + xAxisTickSkip: 1, + xAxisTickRound: true, + extent: [-5, 5], + averageLabel: tr("Δ bits/Byte"), + showLeftInfinity: true, + showRightInfinity: true, +}); + +/** + * 获取 Information progress 散点图配置（支持国际化） + */ +export const getSurprisalProgressConfig = (): ScatterPlotBaseConfig => ({ + label: tr("information per token progress"), + xLabel: tr("token index"), + yLabel: tr("information (bits)"), +}); + +/** + * 获取 Match score per chunk progress 配置（支持国际化） + * x 轴为字符偏移，y 轴为 chunk 匹配度 + */ +export const getMatchScoreProgressConfig = (): ScatterPlotBaseConfig => ({ + label: tr("semantic match per chunk progress"), + xLabel: tr("character offset"), + yLabel: tr("chunk match degree"), +}); + +/** + * 获取 Raw score normed 直方图配置（归一化 0-1） + */ +export const getRawScoreNormedHistogramConfig = (): HistogramBaseConfig => ({ + label: tr("semantic score histogram"), + no_bins: 20, + xAxisTickSkip: 1, + xAxisTickRound: true, + extent: [0, 1], + yScaleType: 'sqrt', +}); + diff --git a/client/src/ts/utils/visualizationUpdater.ts b/client/src/ts/utils/visualizationUpdater.ts new file mode 100644 index 0000000000000000000000000000000000000000..2b40a58eb5104a2184e8c70221307e92a5d27365 --- /dev/null +++ b/client/src/ts/utils/visualizationUpdater.ts @@ -0,0 +1,1176 @@ +/** + * 可视化更新模块 + * 负责处理分析结果的可视化更新逻辑 + */ + +import * as d3 from 'd3'; +import type { AnalyzeResponse, FrontendAnalyzeResult, FrontendToken } from '../api/GLTR_API'; +import type { GLTR_Text_Box } from '../vis/GLTR_Text_Box'; +import type { HighlightController } from '../controllers/highlightController'; +import type { TextInputController } from '../controllers/textInputController'; +import type { Histogram } from '../vis/Histogram'; +import type { ScatterPlot } from '../vis/ScatterPlot'; +import type { AppStateManager } from './appStateManager'; +import { + cloneFrontendToken, + mergeTokensForRendering, + createRawSnapshot +} from './tokenUtils'; +import { getAttentionRawScore, mergeAttentionTokensFullyForRendering, normalizeTokenScores } from './semanticUtils'; +import { + validateTokenConsistency, + validateTokenProbabilities, + validateTokenPredictions +} from './dataValidation'; +import { + calculateTextStats, + calculateMergedTokenSurprisals, + computeAverage, + computeP90, + type TextStats +} from './textStatistics'; +import { + getTokenSurprisalHistogramConfig, + getSurprisalProgressConfig, + getMatchScoreProgressConfig, + getRawScoreNormedHistogramConfig +} from "./visualizationConfigs"; +import { getSemanticSimilarityColor, HISTOGRAM_MIN_ALPHA } from './SurprisalColorConfig'; +import { showAlertDialog } from '../ui/dialog'; +import { tr } from '../lang/i18n-lite'; +import { computeExpectedCounts } from './lognormalFit'; +import { findSignalThresholdWithLog, type signalFitResult, type SignalThresholdBin } from './signalThresholdDetector'; +import { getSemanticAnalysisEnabled } from './semanticAnalysisManager'; +import { getDigitsMergeEnabled } from './digitsMergeManager'; +import { getSemanticMatchThreshold } from './semanticThresholdManager'; +import { applySemanticDebugInfoPanel } from '../attribution/semanticDebugInfo'; + +/** Token 边界不一致时抛出，用于中断联合展示 */ +export class TokenBoundaryInconsistentError extends Error { + constructor() { + super('Tokenizer results inconsistent: semantic and info-density token boundaries differ.'); + this.name = 'TokenBoundaryInconsistentError'; + } +} + +/** + * P(signal | raw_score_normed = s) 复用 findSignalThreshold 的 bins + * 每个样本 s 落入对应 bin，P(signal) = (obsInBin - expInBin) / obsInBin + */ +function signalProbFromBins(scores: number[], bins: SignalThresholdBin[]): number[] { + if (scores.length === 0 || bins.length === 0) return []; + const tauLefts = bins.map((b) => b.tauLeft); + return scores.map((s) => { + const i = Math.max(0, Math.min(bins.length - 1, d3.bisectRight(tauLefts, s) - 1)); + const b = bins[i]!; + if (s < b.tauLeft || s >= b.tauRight) return 0; + return b.obsInBin > 0 ? Math.max(0, Math.min(1, (b.obsInBin - b.expInBin) / b.obsInBin)) : 0; + }); +} + +/** + * 可视化更新依赖 + */ +export interface VisualizationDependencies { + lmf: GLTR_Text_Box; + highlightController: HighlightController; + textInputController: TextInputController; + stats_frac: Histogram; + stats_raw_score_normed: Histogram; + stats_surprisal_progress: ScatterPlot; + stats_match_score_progress: ScatterPlot; + appStateManager: AppStateManager; + surprisalColorScale: d3.ScaleSequential<string>; +} + +/** 语义分析原始数据（独立存储） */ +export interface SemanticData { + text: string; + model?: string; + /** 整段模式：API 返回的 token_attention 副本，用于切换 digit merge 时重算（分块模式不存） */ + semanticTokenAttentionFromApi?: Array<{ + offset: [number, number]; + raw: string; + score: number; + rawScore?: number; + }>; + token_attention: Array<{ + offset: [number, number]; + raw: string; + score: number; + rawScore?: number; + }>; + /** 拟合结果，由数据层在归一化后计算并传入；整段模式使用 */ + signalFitResult?: signalFitResult | null; + /** 分块边界；分块模式使用，每项可含该块独立拟合的 thresholdResult */ + chunkInfos?: Array<{ startOffset: number; endOffset: number; chunkIndex: number; chunkMatchDegree: number; thresholdResult?: signalFitResult }>; + /** 全文匹配度；非分块模式使用，用于 pw_score 的匹配度乘法因子 */ + full_match_degree?: number; +} + +/** 是否有语义分析数据：token_attention 或 chunkInfos 任一非空即视为有数据 */ +function hasSemanticData(data: { token_attention?: unknown[]; chunkInfos?: unknown[] } | null | undefined): boolean { + return (data?.token_attention?.length ?? 0) > 0 || (data?.chunkInfos?.length ?? 0) > 0; +} + +/** + * 当前数据状态 + * 信息密度与语义分析独立存储，展示时根据一致性决定单独或联合 + */ +export interface CurrentDataState { + /** 信息密度分析结果（独立） */ + infoDensityData: AnalyzeResponse | null; + /** 语义分析结果（独立） */ + semanticData: SemanticData | null; + rawApiResponse: AnalyzeResponse | null; + currentSurprisals: number[] | null; + currentTokenAvg: number | null; + currentTokenP90: number | null; + currentTotalSurprisal: number | null; +} + +/** + * 可视化更新管理器 + */ +export class VisualizationUpdater { + private deps: VisualizationDependencies; + private currentState: CurrentDataState; + + constructor(deps: VisualizationDependencies) { + this.deps = deps; + this.currentState = { + infoDensityData: null, + semanticData: null, + rawApiResponse: null, + currentSurprisals: null, + currentTokenAvg: null, + currentTokenP90: null, + currentTotalSurprisal: null + }; + } + + /** + * 获取当前数据状态 + */ + getCurrentState(): Readonly<CurrentDataState> { + return { ...this.currentState }; + } + + /** + * 获取当前原始API响应 + */ + getRawApiResponse(): AnalyzeResponse | null { + return this.currentState.rawApiResponse; + } + + /** + * 获取当前展示数据（由 infoDensityData 与 semanticData 按展示逻辑计算） + */ + getCurrentData(): AnalyzeResponse | null { + const display = this.computeDisplayResult(); + if (!display) return null; + return { request: { text: display.originalText }, result: display }; + } + + /** + * 获取当前 surprisal 数据 + */ + getCurrentSurprisals(): number[] | null { + return this.currentState.currentSurprisals; + } + + /** + * 更新文本指标（包括模型显示） + */ + private updateTextMetrics(stats: TextStats | null, modelName?: string | null | undefined): void { + this.deps.textInputController.updateTextMetrics(stats, modelName); + } + + /** + * 清除高亮 + */ + private clearHighlights(): void { + this.deps.highlightController.clearHighlights(); + } + + /** + * 计算展示结果：仅信息密度 / 仅语义 / 联合（两者一致时） + */ + private computeDisplayResult(): (FrontendAnalyzeResult & { + rawScoresNormed?: number[]; + attentionRawScores?: number[]; + chunkInfos?: SemanticData['chunkInfos']; + }) | null { + const info = this.currentState.infoDensityData; + const sem = this.currentState.semanticData; + const infoResult = info?.result as FrontendAnalyzeResult | undefined; + const infoText = info?.request?.text ?? infoResult?.originalText ?? ''; + const semText = sem?.text ?? ''; + + if (infoResult && sem && infoText === semText && hasSemanticData(sem)) { + const infoMerged = infoResult.bpeBpeMergedTokens ?? infoResult.bpe_strings; + if (infoMerged?.length) { + // 有 token_attention 时校验边界；仅 chunkInfos 时跳过（无语义着色） + if (sem.token_attention?.length) { + const boundaryError = this.checkSemanticAlignsWithInfo(sem.token_attention, infoMerged, semText); + if (boundaryError) { + const { aSample, bSample, aNext, bNext, textBefore, textAt, textAfter } = boundaryError; + console.warn( + '[联合模式] 两种分析的分词token边界不一致：\n' + + ' 语义分析：', aSample, '\n' + + ' 信息密度：', bSample, '\n' + + ' 语义后一个：', aNext, '\n' + + ' 信息后一个：', bNext, '\n' + + ' 位置附近原文：', JSON.stringify(textBefore), '|', JSON.stringify(textAt), '|', JSON.stringify(textAfter) + ); + showAlertDialog(tr('Error'), tr('Tokenizer results inconsistent: semantic and info-density token boundaries differ.')); + this.currentState.semanticData = null; + throw new TokenBoundaryInconsistentError(); + } + } + // 联合模式：bpeMerged 与语义 tokens 超出部分合并为并集，使 rect/渲染范围与截断边界一致 + const tokenAttention = sem.token_attention ?? []; + const { unionTokens, scoresForUnion, rawScoresForUnion } = tokenAttention.length + ? this.mergeBpeWithSemanticBeyond(infoMerged, tokenAttention) + : (() => { + const m = this.mapTokenAttentionToMerged(infoMerged, []); + return { + unionTokens: infoMerged, + scoresForUnion: m.scores, + rawScoresForUnion: m.rawScores, + }; + })(); + return { + ...infoResult, + bpeBpeMergedTokens: unionTokens, + bpe_strings: unionTokens, + rawScoresNormed: scoresForUnion, + attentionRawScores: rawScoresForUnion, + chunkInfos: sem.chunkInfos, + }; + } + } + // 有语义数据（token_attention 或 chunkInfos）时用 buildSemanticOnlyResult + if (sem && hasSemanticData(sem)) { + return this.buildSemanticOnlyResult({ model: sem.model }, sem.token_attention, sem.text, sem.chunkInfos); + } + if (infoResult) return { ...infoResult, chunkInfos: sem?.chunkInfos ?? undefined }; + return null; + } + + /** + * 分析开始前更新直方图显示/隐藏：基于「已有数据 + 将要得到的数据」判断各统计图是否有意义 + * @param mode 即将进行的分析类型 + * @param text 即将分析的文本（用于判断与已有数据是否一致、能否联合展示） + * @param willBeChunked 语义分析时：true 表示将走分块模式，直方图不显示 + */ + public updateHistogramVisibilityForPending(mode: 'infoDensity' | 'semantic', text: string, willBeChunked?: boolean): void { + const tokenHistogramItem = document.getElementById('token_histogram_item'); + const surprisalProgressItem = document.getElementById('surprisal_progress_item'); + const rawScoreNormedItem = document.getElementById('raw_score_normed_histogram_item'); + const matchScoreProgressItem = document.getElementById('match_score_progress_item'); + + const infoText = this.currentState.infoDensityData?.request?.text ?? ''; + const semText = this.currentState.semanticData?.text ?? ''; + + let showInfoDensity = false; + let showSemantic = false; + + if (mode === 'infoDensity') { + showInfoDensity = true; + showSemantic = hasSemanticData(this.currentState.semanticData) && semText === text; + } else { + showSemantic = true; + showInfoDensity = !!this.currentState.infoDensityData && infoText === text; + } + + if (tokenHistogramItem) tokenHistogramItem.style.display = showInfoDensity ? '' : 'none'; + if (surprisalProgressItem) surprisalProgressItem.style.display = showInfoDensity ? '' : 'none'; + /** 直方图仅在整段模式显示，chunk 模式下不显示 */ + const showRawScoreHistogram = showSemantic && !willBeChunked; + if (rawScoreNormedItem) rawScoreNormedItem.style.display = showRawScoreHistogram ? '' : 'none'; + /** semantic match per chunk progress 仅 chunk 模式显示 */ + if (matchScoreProgressItem) matchScoreProgressItem.style.display = showSemantic && !!willBeChunked ? '' : 'none'; + + // pending 时渲染空统计图（坐标轴 + 空柱体/散点），避免空白 + if (showInfoDensity && mode === 'infoDensity') { + const tokenConfig = getTokenSurprisalHistogramConfig(); + this.deps.stats_frac.update({ ...tokenConfig, data: [], colorScale: () => 'transparent' }); + const tokenTitle = document.getElementById('token_histogram_title'); + if (tokenTitle) tokenTitle.textContent = tokenConfig.label; + const progressConfig = getSurprisalProgressConfig(); + this.deps.stats_surprisal_progress.update({ ...progressConfig, data: [] }); + const progressTitle = document.getElementById('surprisal_progress_title'); + if (progressTitle && progressConfig.label) progressTitle.textContent = progressConfig.label; + } + if (showRawScoreHistogram && mode === 'semantic') { + const rawScoreNormedConfig = getRawScoreNormedHistogramConfig(); + this.deps.stats_raw_score_normed.update({ ...rawScoreNormedConfig, data: [], colorScale: () => 'transparent' }); + const titleEl = document.getElementById('raw_score_normed_histogram_title'); + if (titleEl) titleEl.textContent = rawScoreNormedConfig.label; + } + if (showSemantic && mode === 'semantic' && willBeChunked) { + const matchScoreProgressConfig = getMatchScoreProgressConfig(); + const docLen = text.length; + this.deps.stats_match_score_progress.update({ + ...matchScoreProgressConfig, + data: [], + showMovingAverage: false, + chunkLines: [], + thresholdLine: getSemanticMatchThreshold(), + extent: { x: docLen > 0 ? [0, docLen] : undefined, y: [0, 1] } + }); + const matchScoreTitleEl = document.getElementById('match_score_progress_title'); + if (matchScoreTitleEl && matchScoreProgressConfig.label) matchScoreTitleEl.textContent = matchScoreProgressConfig.label; + } + } + + /** + * 重新渲染直方图（内部方法） + * 仅信息密度：只显示 token/surprisal progress；仅语义：只显示 raw score normed；联合：全部显示 + * @param skipLmfUpdate 为 true 时跳过 lmf.update（主题切换时由 rerenderOnThemeChange 统一重绘，避免竞态） + */ + private updateVisualizationInternal(skipLmfUpdate = false): void { + const hasInfoDensity = !!this.currentState.infoDensityData; + const displayResult = this.computeDisplayResult(); + + const tokenHistogramItem = document.getElementById('token_histogram_item'); + const surprisalProgressItem = document.getElementById('surprisal_progress_item'); + const rawScoreNormedItem = document.getElementById('raw_score_normed_histogram_item'); + + if (hasInfoDensity) { + const currentSurprisals = this.currentState.currentSurprisals; + const currentTokenAvg = this.currentState.currentTokenAvg; + const currentTokenP90 = this.currentState.currentTokenP90; + if (currentSurprisals) { + const tokenHistogramConfig = getTokenSurprisalHistogramConfig(); + this.deps.stats_frac.update({ + ...tokenHistogramConfig, + data: currentSurprisals, + colorScale: this.deps.surprisalColorScale, + averageValue: currentTokenAvg ?? undefined, + p90Value: currentTokenP90 ?? undefined, + p90Label: tokenHistogramConfig.averageLabel, + }); + const titleElement = document.getElementById('token_histogram_title'); + if (titleElement) titleElement.textContent = tokenHistogramConfig.label; + } + if (currentSurprisals && currentSurprisals.length > 0) { + const surprisalProgressConfig = getSurprisalProgressConfig(); + this.deps.stats_surprisal_progress.update({ + ...surprisalProgressConfig, + data: currentSurprisals, + }); + const surprisalProgressTitleElement = document.getElementById('surprisal_progress_title'); + if (surprisalProgressTitleElement && surprisalProgressConfig.label) { + surprisalProgressTitleElement.textContent = surprisalProgressConfig.label; + } + } + if (tokenHistogramItem) tokenHistogramItem.style.display = ''; + if (surprisalProgressItem) surprisalProgressItem.style.display = ''; + } else { + if (tokenHistogramItem) tokenHistogramItem.style.display = 'none'; + if (surprisalProgressItem) surprisalProgressItem.style.display = 'none'; + } + + const rawScoresNormed = displayResult?.rawScoresNormed; + const validRawScoresNormed = rawScoresNormed?.filter((s) => typeof s === 'number' && isFinite(s)); + const sem = this.currentState.semanticData; + const signalFitResult = sem?.signalFitResult ?? null; + const chunkInfos = sem?.chunkInfos; + const isChunkMode = (chunkInfos?.length ?? 0) > 0; + const chunksWithThreshold = chunkInfos?.filter((c) => c.thresholdResult != null) ?? []; + const usePerChunkThreshold = chunksWithThreshold.length > 0; + const thresholdByChunk = usePerChunkThreshold + ? new Map(chunksWithThreshold.map((c) => [c.chunkIndex, c.thresholdResult!])) + : null; + if (validRawScoresNormed && validRawScoresNormed.length > 0) { + const rawScoreNormedConfig = getRawScoreNormedHistogramConfig(); + const colorScale = (v: number) => getSemanticSimilarityColor(v, HISTOGRAM_MIN_ALPHA); + const thresholdForHistogram = usePerChunkThreshold && chunksWithThreshold.length > 0 + ? chunksWithThreshold[0]!.thresholdResult! + : signalFitResult; + // confidence>0：findSignalThreshold 成功（≥ MIN_ACCEPTABLE）；confidence===0 为 P90 回退，不画截尾对数正态期望曲线 + const fitResult = validRawScoresNormed.length >= 2 && thresholdForHistogram != null && thresholdForHistogram.confidence > 0 + ? { + mu: thresholdForHistogram.mu, + sigma: thresholdForHistogram.sigma, + expectedCounts: computeExpectedCounts( + thresholdForHistogram.mu, + thresholdForHistogram.sigma, + rawScoreNormedConfig.extent as [number, number], + rawScoreNormedConfig.no_bins, + validRawScoresNormed.length + ), + } + : null; + const signalProbs = thresholdForHistogram != null + ? signalProbFromBins(validRawScoresNormed, thresholdForHistogram.bins) + : []; + /** + * P_pw：后验信号概率的简化映射，x <= threshold 时为 0，x > threshold 时为 1 + * pw_score = score × P_pw × matchDegree + * 分块模式：每个 token 使用其所属 chunk 的 threshold 和 chunkMatchDegree + * 非分块模式：使用全文匹配度 full_match_degree + */ + const rawScoresNormedFull = displayResult!.rawScoresNormed ?? []; + const bpeBpeMergedTokens = displayResult?.bpeBpeMergedTokens ?? []; + + const getChunkForToken = (tokenIndex: number) => { + const token = bpeBpeMergedTokens[tokenIndex]; + if (!token || !isChunkMode) return null; + const offset = token.offset[0]; + return chunkInfos!.find((c) => c.startOffset <= offset && offset < c.endOffset) ?? null; + }; + + const getThresholdForToken = (i: number): number => { + const chunk = getChunkForToken(i); + if (chunk && thresholdByChunk != null) { + const tr = thresholdByChunk.get(chunk.chunkIndex); + if (tr) return tr.threshold; + } + return signalFitResult?.threshold ?? 0; + }; + + const getMatchDegreeForToken = (i: number): number => { + const chunk = getChunkForToken(i); + if (chunk) return chunk.chunkMatchDegree; + return sem?.full_match_degree ?? 1; + }; + + const hasThreshold = signalFitResult != null || thresholdByChunk != null; + const pPwValues = hasThreshold + ? rawScoresNormedFull.map((s, i) => { + const threshold = getThresholdForToken(i); + const isAboveThreshold = typeof s === 'number' && isFinite(s) && s > threshold; + return isAboveThreshold ? 1 : 0; + }) + : []; + const pwScores = hasThreshold + ? rawScoresNormedFull.map((s, i) => { + const threshold = getThresholdForToken(i); + const isAboveThreshold = typeof s === 'number' && isFinite(s) && s > threshold; + const baseScore = isAboveThreshold ? s : 0; + const matchDegree = getMatchDegreeForToken(i); + return baseScore * matchDegree; + }) + : []; + + const colorSourceEl = document.getElementById('semantic_color_source_select') as HTMLSelectElement | null; + const colorSource = colorSourceEl?.value ?? 'pw_score'; + const scoresForColor = colorSource === 'signal_probability' ? pPwValues + : colorSource === 'pw_score' ? pwScores + : (displayResult!.rawScoresNormed ?? []); + + // 联合模式下 tooltip 需要 pPwValues/pwScores 显示语义匹配信息，即使 fitResult 为 null 也要传递 + const resultWithExt = hasThreshold + ? { ...displayResult, signalProbs, pPwValues, pwScores } + : displayResult!; + if (fitResult != null) { + this.deps.highlightController.updateCurrentData({ result: resultWithExt, signalProbs, pPwValues, pwScores }); + if (!skipLmfUpdate) { + this.deps.lmf.update({ ...resultWithExt, pwScores, colorScores: scoresForColor } as FrontendAnalyzeResult & { pPwValues?: number[]; pwScores?: number[]; colorScores?: number[] }); + } + } else { + this.deps.highlightController.updateCurrentData({ result: resultWithExt }); + if (!skipLmfUpdate) { + this.deps.lmf.update({ ...resultWithExt, colorScores: scoresForColor } as FrontendAnalyzeResult & { pPwValues?: number[]; pwScores?: number[]; colorScores?: number[] }); + } + } + + /** 直方图仅在整段模式显示，chunk 模式下不统计、不显示 */ + if (!isChunkMode) { + const probCurveData = signalProbs.length > 0 + ? (() => { + const pairs = validRawScoresNormed.map((x, i) => ({ x, y: signalProbs[i]! })).sort((a, b) => a.x - b.x); + return { x: pairs.map(p => p.x), y: pairs.map(p => p.y) }; + })() + : undefined; + const signalThresholdPercentile = thresholdForHistogram != null && validRawScoresNormed.length > 0 + ? Math.round((validRawScoresNormed.filter((s) => s < thresholdForHistogram.threshold).length / validRawScoresNormed.length) * 100) + : undefined; + this.deps.stats_raw_score_normed.update({ + ...rawScoreNormedConfig, + data: validRawScoresNormed, + colorScale, + fitExpectedCounts: fitResult?.expectedCounts, + showProbCurve: true, + probCurveData: probCurveData?.x.length ? probCurveData : undefined, + signalThreshold: thresholdForHistogram?.threshold ?? undefined, + signalThresholdPercentile: signalThresholdPercentile ?? undefined, + }); + const titleEl = document.getElementById('raw_score_normed_histogram_title'); + if (titleEl) titleEl.textContent = rawScoreNormedConfig.label; + if (rawScoreNormedItem) rawScoreNormedItem.style.display = ''; + } else { + if (rawScoreNormedItem) rawScoreNormedItem.style.display = 'none'; + } + /** semantic match per chunk progress：仅 chunk 模式，仅绘制 chunk 匹配线，不绘制点 */ + if (isChunkMode) { + const matchScoreProgressConfig = getMatchScoreProgressConfig(); + const docLen = (displayResult?.originalText ?? '').length; + const chunkLines = chunkInfos?.length + ? chunkInfos.map((c) => ({ x0: c.startOffset, x1: c.endOffset, y: c.chunkMatchDegree })) + : []; + const thresholdLine = getSemanticMatchThreshold(); + this.deps.stats_match_score_progress.update({ + ...matchScoreProgressConfig, + data: [], + showMovingAverage: false, + chunkLines, + thresholdLine, + chunkInteraction: true, + extent: { x: docLen > 0 ? [0, docLen] : undefined, y: [0, 1] } + }); + const matchScoreTitleEl = document.getElementById('match_score_progress_title'); + if (matchScoreTitleEl && matchScoreProgressConfig.label) matchScoreTitleEl.textContent = matchScoreProgressConfig.label; + const matchScoreProgressItem = document.getElementById('match_score_progress_item'); + if (matchScoreProgressItem) matchScoreProgressItem.style.display = ''; + } else { + const matchScoreProgressItem = document.getElementById('match_score_progress_item'); + if (matchScoreProgressItem) matchScoreProgressItem.style.display = 'none'; + } + } else { + const needLmfUpdate = !!displayResult && (hasInfoDensity || !!validRawScoresNormed?.length || hasSemanticData(sem)); + if (displayResult) this.deps.highlightController.updateCurrentData({ result: displayResult }); + if (needLmfUpdate && !skipLmfUpdate) { + this.deps.lmf.update(displayResult!); + } + /** chunk 模式下不显示直方图；整段模式且无数据时显示空占位 */ + if (getSemanticAnalysisEnabled() && !isChunkMode) { + const rawScoreNormedConfig = getRawScoreNormedHistogramConfig(); + this.deps.stats_raw_score_normed.update({ ...rawScoreNormedConfig, data: [], colorScale: () => 'transparent' }); + const titleEl = document.getElementById('raw_score_normed_histogram_title'); + if (titleEl) titleEl.textContent = rawScoreNormedConfig.label; + if (rawScoreNormedItem) rawScoreNormedItem.style.display = ''; + } else { + if (rawScoreNormedItem) rawScoreNormedItem.style.display = 'none'; + } + /** semantic match per chunk progress 无数据时显示空占位（仅 chunk 模式） */ + if (getSemanticAnalysisEnabled() && isChunkMode) { + const matchScoreProgressConfig = getMatchScoreProgressConfig(); + const docLen = (displayResult?.originalText ?? '').length; + const chunkLines = chunkInfos?.length + ? chunkInfos.map((c) => ({ x0: c.startOffset, x1: c.endOffset, y: c.chunkMatchDegree })) + : []; + const thresholdLine = getSemanticMatchThreshold(); + this.deps.stats_match_score_progress.update({ + ...matchScoreProgressConfig, + data: [], + showMovingAverage: false, + chunkLines, + thresholdLine, + chunkInteraction: true, + extent: { x: docLen > 0 ? [0, docLen] : undefined, y: [0, 1] } + }); + const matchScoreTitleEl = document.getElementById('match_score_progress_title'); + if (matchScoreTitleEl && matchScoreProgressConfig.label) matchScoreTitleEl.textContent = matchScoreProgressConfig.label; + const matchScoreProgressItem = document.getElementById('match_score_progress_item'); + if (matchScoreProgressItem) matchScoreProgressItem.style.display = ''; + } else { + const matchScoreProgressItem = document.getElementById('match_score_progress_item'); + if (matchScoreProgressItem) matchScoreProgressItem.style.display = 'none'; + } + } + } + + /** 重新渲染直方图（供外部调用） */ + public rerenderHistograms(): void { + this.updateVisualizationInternal(false); + } + + /** 仅更新语义着色源（color source 切换时调用，不重新拟合） */ + public updateSemanticColorSource(): void { + const cd = this.deps.highlightController.getCurrentData(); + const r = cd?.result as (FrontendAnalyzeResult & { rawScoresNormed?: number[] }) | undefined; + if (!r?.rawScoresNormed?.length) return; + const el = document.getElementById('semantic_color_source_select') as HTMLSelectElement | null; + const v = el?.value ?? 'pw_score'; + const scoresForColor = v === 'signal_probability' ? (cd!.pPwValues ?? []) + : v === 'pw_score' ? (cd!.pwScores ?? []) + : r.rawScoresNormed; + this.deps.lmf.update({ ...r, pPwValues: cd!.pPwValues, pwScores: cd!.pwScores, colorScores: scoresForColor } as FrontendAnalyzeResult & { pPwValues?: number[]; pwScores?: number[]; colorScores?: number[] }); + } + + /** 主题切换时调用：在样式生效后统一重绘直方图与文本（rgba 透出背景，需等新主题生效） */ + public rerenderOnThemeChange(): void { + requestAnimationFrame(() => requestAnimationFrame(() => { + this.updateVisualizationInternal(true); + this.deps.lmf.reRenderCurrent(); + })); + } + + /** + * 文本修改时清除独立存储的数据（避免展示与输入不一致） + */ + public clearDataOnTextChange(): void { + this.currentState.infoDensityData = null; + this.currentState.semanticData = null; + this.currentState.rawApiResponse = null; + this.currentState.currentSurprisals = null; + this.currentState.currentTokenAvg = null; + this.currentState.currentTokenP90 = null; + this.currentState.currentTotalSurprisal = null; + this.deps.highlightController.updateCurrentData(null); + d3.select('#all_result').style('opacity', 0); + this.updateSemanticDebugInfo(); + this.syncDigitsMergeUi(); + } + + /** + * 清除语义分析相关数据（直方图、debug、semanticData），用于打开模式时初始化 + */ + public clearSemanticState(): void { + this.currentState.semanticData = null; + const rawScoreNormedItem = document.getElementById('raw_score_normed_histogram_item'); + if (rawScoreNormedItem) rawScoreNormedItem.style.display = 'none'; + const matchScoreProgressItem = document.getElementById('match_score_progress_item'); + if (matchScoreProgressItem) matchScoreProgressItem.style.display = 'none'; + this.updateSemanticDebugInfo(); + this.syncDigitsMergeUi(); + } + + /** + * 分块语义结果无法在客户端切换 digit 合并方式，禁用开关避免与信息密度边界不一致 + */ + private syncDigitsMergeUi(): void { + const el = document.getElementById('enable_digits_merge_toggle') as HTMLInputElement | null; + if (!el) return; + const disabled = !!this.currentState.semanticData?.chunkInfos?.length; + el.disabled = disabled; + el.title = disabled + ? 'Chunked semantic analysis locks digit merge; clear semantic data or use non-chunked mode to toggle.' + : ''; + } + + /** + * digit merge 开关变化时：从 originalTokens / API attention 重算合并并刷新文本与图表 + */ + public applyDigitsMergeSetting(): void { + const digitMerge = getDigitsMergeEnabled(); + const info = this.currentState.infoDensityData; + if (info?.result) { + const fr = info.result as FrontendAnalyzeResult; + const text = info.request?.text ?? fr.originalText ?? ''; + if (fr.originalTokens?.length && text) { + const newMerged = mergeTokensForRendering(fr.originalTokens, text, { digitMerge }); + fr.bpeBpeMergedTokens = newMerged; + fr.bpe_strings = newMerged; + } + } + const sem = this.currentState.semanticData; + if (sem && !sem.chunkInfos?.length && sem.semanticTokenAttentionFromApi?.length && sem.text) { + const mergedAttention = mergeAttentionTokensFullyForRendering( + sem.semanticTokenAttentionFromApi, + sem.text, + { digitMerge } + ); + const normalizedAttention = normalizeTokenScores(mergedAttention); + const computedSignalFit = findSignalThresholdWithLog(normalizedAttention); + sem.token_attention = normalizedAttention; + sem.signalFitResult = computedSignalFit ?? undefined; + } + const infoResult = this.currentState.infoDensityData?.result as FrontendAnalyzeResult | undefined; + const safeText = this.currentState.infoDensityData?.request?.text ?? infoResult?.originalText ?? ''; + if (infoResult?.bpeBpeMergedTokens?.length && safeText) { + const mergedSurprisals = calculateMergedTokenSurprisals(infoResult.bpeBpeMergedTokens); + this.currentState.currentSurprisals = mergedSurprisals; + this.currentState.currentTokenAvg = computeAverage(mergedSurprisals); + this.currentState.currentTokenP90 = computeP90(mergedSurprisals); + } + this.syncDigitsMergeUi(); + let displayResult: ReturnType<VisualizationUpdater['computeDisplayResult']>; + try { + displayResult = this.computeDisplayResult(); + } catch (e) { + if (e instanceof TokenBoundaryInconsistentError) { + displayResult = this.computeDisplayResult(); + } else { + console.error(e); + return; + } + } + this.deps.highlightController.updateCurrentData(displayResult ? { result: displayResult } : null); + this.deps.lmf.clearHighlight(); + if (displayResult) this.deps.lmf.update(displayResult); + this.updateVisualizationInternal(); + this.deps.appStateManager.updateButtonStates(); + } + + /** + * 根据语义分析配置同步 UI 状态（查询输入框、文本渲染模式等） + * 界面完全由配置决定，不因数据有无而改变 + */ + public syncSemanticUiFromConfig(): void { + const enabled = getSemanticAnalysisEnabled(); + const el = document.getElementById('semantic_analysis_section'); + if (el) el.style.display = enabled ? '' : 'none'; + this.deps.lmf.updateOptions({ semanticAnalysisMode: enabled }, false); + if (!enabled) { + // 关闭时清除语义数据、直方图、debug 信息（不重渲染，避免重复渲染信息密度） + this.currentState.semanticData = null; + const rawScoreNormedItem = document.getElementById('raw_score_normed_histogram_item'); + if (rawScoreNormedItem) rawScoreNormedItem.style.display = 'none'; + const matchScoreProgressItem = document.getElementById('match_score_progress_item'); + if (matchScoreProgressItem) matchScoreProgressItem.style.display = 'none'; + this.updateSemanticDebugInfo(); + const displayResult = this.computeDisplayResult(); + this.deps.highlightController.updateCurrentData(displayResult ? { result: displayResult } : null); + if (!displayResult) { + d3.select('#all_result').style('opacity', 0); + this.deps.appStateManager.updateState({ hasValidData: false }); + } + // 关闭语义模式后立刻按当前数据重绘，确保语义着色和相关图表不残留 + this.updateVisualizationInternal(false); + } + this.syncDigitsMergeUi(); + // 语义分析配置影响 Upload/Save 的 dataReadyForSave 条件，需始终更新按钮状态 + this.deps.appStateManager.updateButtonStates(); + } + + /** + * 更新可视化（核心方法） + * + * @param data 分析响应数据 + * @param disableAnimation 是否禁用动画 + * @param options 选项 + */ + updateFromRequest( + data: AnalyzeResponse, + disableAnimation: boolean = false, + options: { enableSave?: boolean } = {} + ): void { + const { enableSave = true } = options; + + const abortDueToInvalidResponse = (message: string) => { + console.error(message); + showAlertDialog(tr('Error'), message); + this.deps.appStateManager.updateState({ hasValidData: false }); + this.syncSemanticUiFromConfig(); + }; + + try { + // 只有 Analyze 触发时开启动画，其它情况保持关闭（默认已关闭） + if (!disableAnimation) { + this.deps.lmf.updateOptions({ enableRenderAnimation: true }, false); + } + // Semantic analysis 模式由配置决定 + this.deps.lmf.updateOptions({ + semanticAnalysisMode: getSemanticAnalysisEnabled(), + }, false); + + d3.select('#all_result').style('opacity', 1).style('display', null); + this.deps.appStateManager.setIsAnalyzing(false); + this.deps.appStateManager.setGlobalLoading(false); + + // 隐藏文本区域的加载状态（会在lmf.update中自动隐藏，但这里提前隐藏以提升体验） + this.deps.lmf.hideLoading(); + + // 验证数据结构 + if (!data || !data.result) { + console.error('Invalid data structure:', data); + throw new Error('Invalid API response structure'); + } + + const result = data.result; + + // 确保所有必需的字段都存在且类型正确 + if (!Array.isArray(result.bpe_strings) || result.bpe_strings.length === 0) { + abortDueToInvalidResponse(tr('Returned JSON missing valid bpe_strings array, processing cancelled.')); + return; + } + const predTopkError = validateTokenPredictions(result.bpe_strings as Array<{ pred_topk?: [string, number][] }>); + if (predTopkError) { + abortDueToInvalidResponse(predTopkError); + return; + } + const probabilityError = validateTokenProbabilities(result.bpe_strings as Array<{ real_topk?: [number, number] }>); + if (probabilityError) { + abortDueToInvalidResponse(probabilityError); + return; + } + + const safeText = data.request.text; + const validationError = validateTokenConsistency(result.bpe_strings, safeText, { allowOverlap: true }); + if (validationError) { + abortDueToInvalidResponse(validationError); + return; + } + + const rawSnapshot = createRawSnapshot(data); + const originalTokens = result.bpe_strings.map((token) => cloneFrontendToken(token as FrontendToken)); + const bpeBpeMergedTokens = mergeTokensForRendering(originalTokens, safeText, { + digitMerge: getDigitsMergeEnabled(), + }); + const mergedValidationError = validateTokenConsistency(bpeBpeMergedTokens, safeText); + if (mergedValidationError) { + abortDueToInvalidResponse(mergedValidationError); + return; + } + + const enhancedResult: FrontendAnalyzeResult = { + ...result, + originalTokens, + bpeBpeMergedTokens, + bpe_strings: bpeBpeMergedTokens, + originalText: safeText, + }; + data.result = enhancedResult; + + // 独立存储信息密度数据（info density 无 debug 信息，隐藏 semantic debug） + this.currentState.infoDensityData = data; + this.currentState.rawApiResponse = rawSnapshot; + this.updateSemanticDebugInfo(); + let displayResult: ReturnType<VisualizationUpdater['computeDisplayResult']>; + try { + displayResult = this.computeDisplayResult(); + } catch (e) { + if (e instanceof TokenBoundaryInconsistentError) { + displayResult = this.computeDisplayResult(); + } else { + throw e; + } + } + this.deps.highlightController.updateCurrentData(displayResult ? { result: displayResult } : null); + + this.deps.lmf.clearHighlight(); + if (displayResult) this.deps.lmf.update(displayResult); + + const textStats = calculateTextStats(enhancedResult, safeText); + + const mergedSurprisals = calculateMergedTokenSurprisals(enhancedResult.bpeBpeMergedTokens); + // 直方图 / progress：合并后 token；文本指标仍用 textStats（原始 token） + this.currentState.currentSurprisals = mergedSurprisals; + this.currentState.currentTokenAvg = computeAverage(mergedSurprisals); + this.currentState.currentTokenP90 = computeP90(mergedSurprisals); + this.currentState.currentTotalSurprisal = textStats.totalSurprisal; + + // 更新文本指标和模型显示（从分析结果中获取实际使用的模型） + const resultModel = data.result.model; + this.updateTextMetrics(textStats, resultModel); + + // Analyze 渲染完成后关闭动画，避免拖拽等二次渲染再次播放 + if (!disableAnimation) { + // 延迟关闭，确保动画有足够时间完成 + // 动画时长估算：初始延迟100ms + 批次处理时间（根据token数量） + const tokenCount = enhancedResult.bpe_strings.length; + const estimatedAnimationTime = 100 + Math.ceil(tokenCount / 50) * 100; + const delayTime = Math.max(2000, estimatedAnimationTime + 500); + + setTimeout(() => { + this.deps.lmf.updateOptions({ enableRenderAnimation: false }, false); + }, delayTime); + } + } catch (error) { + console.error('Error updating visualization:', error); + this.deps.appStateManager.setIsAnalyzing(false); + this.deps.appStateManager.setGlobalLoading(false); + this.deps.appStateManager.updateState({ hasValidData: false }); + this.syncSemanticUiFromConfig(); + showAlertDialog(tr('Error'), 'Error rendering visualization. Check console for details.'); + return; + } + + // 清除之前的选中状态 + this.clearHighlights(); + + // 重新渲染直方图 + this.updateVisualizationInternal(); + + // 数据成功处理，标记为有效数据（TextMetrics 显示，Analyze 变灰） + this.deps.appStateManager.updateState({ hasValidData: true }); + + this.syncSemanticUiFromConfig(); + this.syncDigitsMergeUi(); + } + + /** + * 语义分析响应：独立存储 semanticData，按展示逻辑计算并渲染。 + * @returns true 成功；false 校验失败或计算异常，调用方应停止后续分析。 + */ + public handleSemanticResponse( + res: { + model?: string; + token_attention?: Array<{ + offset: [number, number]; + raw: string; + score: number; + rawScore?: number; + }>; + debug_info?: { abbrev?: string; topk_tokens?: string[]; topk_probs?: number[] }; + chunkInfos?: Array<{ startOffset: number; endOffset: number; chunkIndex: number; chunkMatchDegree: number; thresholdResult?: signalFitResult }>; + full_match_degree?: number; + }, + text?: string, + signalFitResult?: signalFitResult | null + ): boolean { + const chunkInfos = res?.chunkInfos; + const tokenAttention = res?.token_attention; + const currentText = text ?? ''; + + if (!hasSemanticData(res)) { + this.clearSemanticState(); + this.rerenderHistograms(); + this.deps.lmf.hideLoading(); + return true; + } + if (!currentText) return false; + + // 整段模式（无 chunkInfos）需校验 token 边界 + if (tokenAttention?.length && !chunkInfos?.length) { + const err = validateTokenConsistency(tokenAttention!, currentText, { allowOverlap: true }); + if (err) { + showAlertDialog(tr('Error'), err); + return false; + } + } + + /** 分块模式：装配端已按 chunk 完成 overlap+digit+normalize，禁止全文再合并/再归一化（避免跨 chunk 合数字、跨 chunk 定标）。 */ + const isChunkedSemantic = Boolean(chunkInfos?.length); + const semanticTokenAttentionFromApi = + !isChunkedSemantic && tokenAttention && tokenAttention.length > 0 + ? tokenAttention.map((t) => ({ + ...t, + offset: [t.offset[0], t.offset[1]] as [number, number], + })) + : undefined; + const mergedAttention = isChunkedSemantic + ? (tokenAttention ?? []) + : mergeAttentionTokensFullyForRendering(tokenAttention ?? [], currentText, { + digitMerge: getDigitsMergeEnabled(), + }); + const normalizedAttention = isChunkedSemantic ? mergedAttention : normalizeTokenScores(mergedAttention); + const computedSignalFit = isChunkedSemantic + ? undefined + : findSignalThresholdWithLog(normalizedAttention); + const chunkInfosResolved = + chunkInfos?.length + ? chunkInfos.map((info) => { + const slice = normalizedAttention.filter( + (t) => t.offset[0] < info.endOffset && t.offset[1] > info.startOffset + ); + const thresholdResult = + slice.length > 0 ? findSignalThresholdWithLog(slice) : null; + return { ...info, ...(thresholdResult ? { thresholdResult } : {}) }; + }) + : chunkInfos; + + this.currentState.semanticData = { + text: currentText, + model: res.model, + semanticTokenAttentionFromApi, + token_attention: normalizedAttention, + signalFitResult: signalFitResult ?? computedSignalFit ?? undefined, + chunkInfos: chunkInfosResolved, + full_match_degree: res.full_match_degree, + }; + let displayResult: ReturnType<VisualizationUpdater['computeDisplayResult']>; + try { + displayResult = this.computeDisplayResult(); + } catch (e) { + this.currentState.semanticData = null; + if (e instanceof TokenBoundaryInconsistentError) { + this.deps.lmf.hideLoading(); + this.rerenderHistograms(); + return false; + } + showAlertDialog(tr('Error'), e instanceof Error ? e.message : String(e)); + return false; + } + + d3.select('#all_result').style('opacity', 1).style('display', null); + this.deps.lmf.hideLoading(); + this.deps.highlightController.updateCurrentData({ result: displayResult }); + this.deps.lmf.clearHighlight(); + this.clearHighlights(); + this.updateVisualizationInternal(); + + this.updateSemanticDebugInfo(res.debug_info); + this.syncDigitsMergeUi(); + return true; + } + + /** 更新文本渲染区下方的 debug 信息（abbrev + top10） */ + private updateSemanticDebugInfo(di?: { abbrev?: string; topk_tokens?: string[]; topk_probs?: number[] }): void { + applySemanticDebugInfoPanel('results', 'semantic_debug_info', { debugInfo: di }); + } + + private buildSemanticOnlyResult( + res: { model?: string }, + tokenAttention: Array<{ + offset: [number, number]; + raw: string; + score: number; + rawScore?: number; + }>, + text: string, + chunkInfos?: SemanticData['chunkInfos'] + ): (FrontendAnalyzeResult & { + rawScoresNormed: number[]; + attentionRawScores: number[]; + chunkInfos?: SemanticData['chunkInfos']; + }) | null { + const safeText = text ?? ''; + if (!safeText) return null; + /** `semanticData.token_attention` 已在 handleSemanticResponse 中完成 overlap + digit + normalize */ + const bpeTokens: FrontendToken[] = tokenAttention.map((t) => ({ + offset: t.offset, + raw: t.raw, + pred_topk: [] + })) as FrontendToken[]; + const rawScoresNormed = tokenAttention.map((t) => t.score); + const attentionRawScores = tokenAttention.map((t) => getAttentionRawScore(t)); + const cloneRow = (t: FrontendToken): FrontendToken => ({ ...t }); + return { + model: res.model, + bpe_strings: bpeTokens.map(cloneRow), + originalTokens: bpeTokens.map(cloneRow), + bpeBpeMergedTokens: bpeTokens.map(cloneRow), + originalText: safeText, + rawScoresNormed, + attentionRawScores, + chunkInfos + }; + } + + /** + * 检查 semantic token_attention 的边界是否与 info 一致；允许稀疏覆盖（semantic 不必覆盖全文） + * @returns 不一致时返回错误描述（含前后文本），一致时返回 null + */ + private checkSemanticAlignsWithInfo( + tokenAttention: Array<{ offset: [number, number]; raw?: string }>, + infoMerged: Array<{ offset: [number, number] }>, + text: string + ): { firstBadIdx: number; aSample: string; bSample: string; aNext: string; bNext: string; textBefore: string; textAt: string; textAfter: string } | null { + const boundaries = new Set<number>([0]); + for (const t of infoMerged) boundaries.add(t.offset[1]); + const infoEnd = infoMerged.length > 0 ? infoMerged[infoMerged.length - 1]!.offset[1] : 0; + const totalChars = text.length; + const ctx = 30; + const esc = (s: string) => JSON.stringify(s).slice(1, -1); + const fmt = (t: { offset: [number, number]; raw?: string }, idx: number) => { + const raw = (t as { raw?: string }).raw ?? text.slice(t.offset[0], t.offset[1]); + const s = raw.slice(0, 20) + (raw.length > 20 ? '…' : ''); + return `第${idx}个token分词 [字符${t.offset[0]}-${t.offset[1]}] "${esc(s)}"`; + }; + for (let i = 0; i < tokenAttention.length; i++) { + const [as, ae] = tokenAttention[i].offset; + if (as < 0 || ae > totalChars || ae <= as) continue; // 由 validateTokenConsistency 处理 + if (ae > infoEnd) continue; // 超出双方重叠范围，不参与检查 + if (!boundaries.has(as) || !boundaries.has(ae)) { + const raw = (tokenAttention[i] as { raw?: string }).raw ?? ''; + const infoIdx = infoMerged.findIndex(t => t.offset[0] <= as && as < t.offset[1]); + const infoAt = infoIdx >= 0 ? infoMerged[infoIdx]! : null; + const rawShort = (raw || text.slice(as, ae)).slice(0, 20); + const infoRaw = infoAt ? (text.slice(infoAt.offset[0], infoAt.offset[1]).slice(0, 20) || '') : ''; + const nextSem = tokenAttention[i + 1]; + const nextInfo = infoIdx >= 0 && infoIdx + 1 < infoMerged.length ? infoMerged[infoIdx + 1]! : null; + return { + firstBadIdx: i, + aSample: `第${i}个token分词 [字符${as}-${ae}] "${esc(rawShort)}${rawShort.length >= 20 ? '…' : ''}"`, + bSample: infoAt ? `同一位置token分词 [字符${infoAt.offset[0]}-${infoAt.offset[1]}] "${esc(infoRaw)}${infoRaw.length >= 20 ? '…' : ''}"` : '无对应', + aNext: nextSem ? fmt(nextSem, i + 1) : '无', + bNext: nextInfo ? fmt(nextInfo, infoIdx + 1) : '无', + textBefore: text.slice(Math.max(0, as - ctx), as), + textAt: text.slice(as, ae), + textAfter: text.slice(ae, Math.min(totalChars, ae + ctx)), + }; + } + } + return null; + } + + /** + * 联合模式：将 bpeMergedTokens 与超出信息密度范围的语义 tokens 合并为并集，用于 rect/渲染范围与截断边界一致。 + * @returns { unionTokens, scoresForUnion } + */ + private mergeBpeWithSemanticBeyond( + bpeMerged: FrontendToken[], + tokenAttention: Array<{ + offset: [number, number]; + raw: string; + score: number; + rawScore?: number; + }> + ): { + unionTokens: FrontendToken[]; + scoresForUnion: (number | undefined)[]; + rawScoresForUnion: (number | undefined)[]; + } { + const infoEnd = bpeMerged.length > 0 ? bpeMerged[bpeMerged.length - 1]!.offset[1] : 0; + const beyond = tokenAttention.filter((t) => t.offset[0] >= infoEnd); + if (beyond.length === 0) { + const { scores, rawScores } = this.mapTokenAttentionToMerged(bpeMerged, tokenAttention); + return { + unionTokens: bpeMerged, + scoresForUnion: scores, + rawScoresForUnion: rawScores, + }; + } + /** beyond 已在 handleSemanticResponse 中 overlap+digit 合并；段内用原始梯度重新归一化 */ + const beyondRenormed = normalizeTokenScores(beyond.map((t) => ({ ...t, score: getAttentionRawScore(t) }))); + const semanticAsFrontend: FrontendToken[] = beyondRenormed.map((t) => ({ + offset: [t.offset[0], t.offset[1]], + raw: t.raw, + real_topk: [0, 1] as [number, number], + pred_topk: [], + })); + const unionTokens = [...bpeMerged, ...semanticAsFrontend]; + const { scores: infoScores, rawScores: infoRawScores } = this.mapTokenAttentionToMerged( + bpeMerged, + tokenAttention + ); + const beyondScores: (number | undefined)[] = beyondRenormed.map((t) => + Number.isFinite(t.score) ? t.score : undefined + ); + const beyondRawScores: (number | undefined)[] = beyondRenormed.map((t) => { + const r = getAttentionRawScore(t); + return Number.isFinite(r) ? r : undefined; + }); + const scoresForUnion = [...infoScores, ...beyondScores]; + const rawScoresForUnion = [...infoRawScores, ...beyondRawScores]; + return { unionTokens, scoresForUnion, rawScoresForUnion }; + } + + /** + * 将 token_attention（offset 为原文字符偏移）映射到 merged tokens + */ + /** + * 将 token_attention 映射到 merged tokens，双指针 O(N+M)。 + * 前提：两个数组均按 offset 升序排列。 + */ + private mapTokenAttentionToMerged( + bpeBpeMergedTokens: Array<{ offset: [number, number] }>, + tokenAttention: Array<{ offset: [number, number]; score: number; rawScore?: number }> + ): { + scores: (number | undefined)[]; + rawScores: (number | undefined)[]; + } { + const n = bpeBpeMergedTokens.length; + const scores: number[] = new Array(n).fill(0); + const rawScores: number[] = new Array(n).fill(0); + const weights: number[] = new Array(n).fill(0); + + let j = 0; // 跳过所有在当前 attn 之前结束的 merged token + for (const attn of tokenAttention) { + const [as, ae] = attn.offset; + const rawPart = getAttentionRawScore(attn); + while (j < n && bpeBpeMergedTokens[j].offset[1] <= as) j++; + for (let k = j; k < n && bpeBpeMergedTokens[k].offset[0] < ae; k++) { + const [s, e] = bpeBpeMergedTokens[k].offset; + // j/k 的推进条件已保证 e > as 且 s < ae，overlap 必然 > 0 + const overlap = Math.min(e, ae) - Math.max(s, as); + scores[k] += attn.score * overlap; + rawScores[k] += rawPart * overlap; + weights[k] += overlap; + } + } + + const norm = (vals: number[]) => vals.map((v, i) => (weights[i] > 0 ? v / weights[i] : undefined)); + return { + scores: norm(scores), + rawScores: norm(rawScores), + }; + } +} + diff --git a/client/src/ts/vis/BarChart.ts b/client/src/ts/vis/BarChart.ts new file mode 100644 index 0000000000000000000000000000000000000000..d4a23dd47cbb9fc72ac8552bb0c09002dc0b22ad --- /dev/null +++ b/client/src/ts/vis/BarChart.ts @@ -0,0 +1,102 @@ +import { VComponent } from "./VisComponent" +import { D3Sel } from "../utils/Util"; +import { SimpleEventHandler } from "../utils/SimpleEventHandler"; +import { tickStep } from "d3"; +import * as d3 from "d3"; + + +export type BarChartData = { + values: number[], + label?: string[], + extent?: number[], + colors?: string[] +} + +export class BarChart extends VComponent<BarChartData>{ + protected options = { + width: 200, + height: 150, + margin_top: 10, + numberFormat: d3.format('.3') + }; + + protected css_name = "barchartX"; + protected _current = {}; + highlightLabel: d3.Selection<SVGTextElement, any, any, any>; + + constructor(parent: D3Sel, eventHandler?: SimpleEventHandler, options = {}) { + super(parent, eventHandler); + this.superInitSVG(options); + this._init(); + } + + protected _init() { + const op = this.options; + this.parent.attrs({ width: op.width, height: op.height }); + + this.layers.bg.append('g') + .attr('class', 'y-axis') + .attr('transform', `translate(${op.width - 33},0)`); + + this.highlightLabel = this.layers.fg.append('text') + .attr('class', 'highlightLabel sizeLabel') + } + + protected _wrangle(data: BarChartData) { + return data; + } + + protected _render(rd: BarChartData): void { + const op = this.options; + + const xScale = d3.scaleLinear().domain([0, rd.values.length]) + .range([5, op.width - 35]); + + const extent = rd.extent || [0, d3.max(rd.values)] + const yScale = d3.scaleLinear().domain(extent) + .nice(10).range([op.height - 35, op.margin_top]); + + const adjustWidth = (bandH: number) => (bandH > 5) ? (bandH - 1) : (0.9 * bandH); + const width = adjustWidth(xScale(1) - xScale(0)) + + const colorValue = (index: number) => rd.colors ? (rd.colors[index % rd.colors.length]) : null; + + + const allData = rd.values.map((v, i) => ({ v, c: colorValue(i) })) + + this.layers.main.selectAll('.bar').data(allData) + .join('rect') + .attr('class', 'bar') + .attrs({ + x: (d, i) => xScale(i), + y: d => yScale(d.v), + width: d => width, + height: d => op.height - 35 - yScale(d.v), + }) + .style('fill', d => d.c) + .style('opacity', 1) + .on('mouseenter', (event, d: any) => { + // In D3 v7, data is the second argument. We need the index 'i' which is not passed directly in v7 event listeners on selections. + // However, we can use the data 'd' directly if we change how we access values. + // But here xScale uses index 'i'. + // A workaround is to attach index to data or find index. + // Since allData is bound, we can find index of d in allData. + const i = allData.indexOf(d); + + const x = xScale(i) + .5 * width; + const y = yScale(d.v) - 2; + + this.highlightLabel + .attr('transform', `translate(${x},${y})`) + .style('visibility', null) + .text(() => d.v); + }) + .on('mouseleave', () => this.highlightLabel.style('visibility', 'hidden')) + + this.layers.bg.select('.y-axis').call(<any>d3.axisRight(yScale).tickFormat(op.numberFormat)); + + + } + + +} \ No newline at end of file diff --git a/client/src/ts/vis/GLTR_Text_Box.ts b/client/src/ts/vis/GLTR_Text_Box.ts new file mode 100644 index 0000000000000000000000000000000000000000..ade81d1a4e498f2537b1c3d93fd04da85bd0c9cd --- /dev/null +++ b/client/src/ts/vis/GLTR_Text_Box.ts @@ -0,0 +1,1417 @@ +import {VComponent} from "./VisComponent"; +import {FrontendAnalyzeResult} from "../api/GLTR_API"; +import {D3Sel, calculateSurprisal, calculateSurprisalDensity, buildCharToByteIndexMap} from "../utils/Util"; +import {SimpleEventHandler} from "../utils/SimpleEventHandler"; +import * as d3 from "d3"; +import {RenderAnimator, TokenRenderTask} from "./RenderAnimator"; +import {HighlightManager, type CharIntervalUnderlineSeg} from "./HighlightManager"; +import {SvgOverlayManager} from "./SvgOverlayManager"; +import {TokenPositionCalculator} from "./TokenPositionCalculator"; +import {ResizeHandler} from "./ResizeHandler"; +import {TokenFragmentRect, HighlightStyle} from "./types"; +import {ScrollbarMinimap} from "./ScrollbarMinimap"; +import {isNarrowScreen} from "../utils/responsive"; +import {getTokenRenderStyle} from "../utils/tokenRenderStyle"; +import {getInfoDensityRenderDisabled} from "../utils/infoDensityRenderManager"; +import type { FrontendToken } from "../api/GLTR_API"; + +/** + * 从 CSS 变量读取 minimap 宽度 + */ +function getMinimapWidthFromCSS(): number { + const value = getComputedStyle(document.documentElement) + .getPropertyValue('--minimap-width') + .trim(); + + if (!value) { + console.warn('CSS 变量 --minimap-width 未定义，使用默认值 12px'); + return 12; + } + + // 解析 "12px" 格式，提取数字 + const match = value.match(/^(\d+(?:\.\d+)?)px$/); + if (match) { + return parseFloat(match[1]); + } + + console.warn(`CSS 变量 --minimap-width 格式无效: "${value}"，使用默认值 12px`); + return 12; +} + +export enum GLTR_Mode { + fract_p +} + +/** tokenData：信息密度模式为 FrontendToken，Semantic analysis 模式下附加 rawScoreNormed */ +export type TokenDataForRender = FrontendToken & { rawScoreNormed?: number }; + +/** 语义模式下的 Tooltip 展示字段 */ +export type SemanticRenderFields = { + pwScore?: number; + /** 信号概率 P_pw：x<=threshold 为 0，x>threshold 为 1 */ + signalProb?: number; + rawScoreNormed?: number; + /** Attention 分析时的原始 score（未归一化） */ + rawScore?: number; + chunkIndex?: number; + chunkMatchDegree?: number; +}; + +export type GLTR_RenderItem = { + tokenData: TokenDataForRender; + /** 语义分析模式下的展示字段（从 tokenData 提取，供 Tooltip 使用） */ + semantic?: SemanticRenderFields; +}; +export type GLTR_HoverEvent = { hovered: boolean, d: GLTR_RenderItem, event?: MouseEvent } + +/** {@link GLTR_Text_Box.events.tokenClicked} 的 detail（仅索引；原文与 offsets 由宿主通过 {@link GLTR_Text_Box.getCurrentAnalyzeResult} 再解析） */ +export type GLTR_TokenClickEvent = { + tokenIndex: number; +}; + +/** 从 token 中安全提取语义展示字段，无需类型断言 */ +function extractSemanticFields(token: TokenDataForRender): SemanticRenderFields | undefined { + const rawScoreNormed = "rawScoreNormed" in token && typeof token.rawScoreNormed === "number" ? token.rawScoreNormed : undefined; + if (rawScoreNormed === undefined) return undefined; + return { rawScoreNormed }; +} + +export class GLTR_Text_Box extends VComponent<FrontendAnalyzeResult> { + protected _current = { + maxValue: -1, + highlightedIndices: new Set<number>(), // 存储需要高亮的token索引 + highlightStyle: 'border' as 'border' | 'underline', // 当前高亮样式 + /** match score chunk：Unicode 半开区间 [x0,x1)，与 DOM Range 一致 */ + chunkCharRange: null as { x0: number; x1: number } | null, + // 差分渲染相关 + diffMode: false, // 是否启用差分渲染模式 + deltaByteSurprisals: [] as number[], // 逐字节的Δ信息密度(bits/Byte) + charToByteIndexMap: [] as number[], // 字符索引到字节索引的映射表 + }; + protected css_name = "LMF"; + protected options = { + gltrMode: GLTR_Mode.fract_p, + diffScale: d3.scalePow<string>().exponent(.3).range(["#b4e876", "#fff"]), + fracScale: d3.scaleLinear<string>().domain([0, 15]).range(["#fff", "#ff8080"]), + // 渲染动画配置 + enableRenderAnimation: false, // 是否启用渲染动画（默认关闭，只在分析场景启用） + // Minimap 配置 + enableMinimap: false, // 是否启用 minimap（默认关闭） + minimapWidth: getMinimapWidthFromCSS(), // minimap 宽度（像素），从 CSS 变量读取 + // Semantic analysis 模式：为 true 时按 raw score normed 染色 + semanticAnalysisMode: false, + /** 可选：底色映射上限（bits）；与 SVG 所用 classic/density 路径一致，见 overlayTokenRenderStyle */ + surprisalColorMax: undefined as number | undefined, + /** 若设置则仅覆盖 SVG 底色的 density/classic；未设置则与全局 getTokenRenderStyle() 一致 */ + overlayTokenRenderStyle: undefined as 'density' | 'classic' | undefined, + /** 为 true 时 SVG 底色不受全局「关闭信息密度」影响（如 Chat 需始终显示 token surprisal 底色） */ + overlayIgnoreGlobalInfoDensityDisable: false, + /** + * 为 true 时本实例始终不画信息密度/classic 底层（透明），不受全局开关与 overlayIgnoreGlobalInfoDensityDisable 影响。 + * 用于仅展示语义叠加层（如归因页）而无需伪造 real_topk。 + */ + overlayForceDisableInfoDensityRender: false, + /** + * 全量路径重建 `.text-layer` 并完成 SVG / minimap 等后续步骤后调用（布局变化触发的重绘亦同）。 + * 用于宿主挂载依赖 text-layer DOM 的装饰（如归因 ghost pill）。 + */ + onFullTextLayerRenderComplete: undefined as (() => void) | undefined, + }; + + /** SVG 信息密度/classic 底色是否应关闭（透明） */ + private getOverlayDisableInfoDensityRender(): boolean { + if (this.options.overlayForceDisableInfoDensityRender) { + return true; + } + if (this.options.overlayIgnoreGlobalInfoDensityDisable) { + return false; + } + return getInfoDensityRenderDisabled(); + } + + /** + * 获取当前主题模式（日间/夜间） + */ + private getThemeMode(): 'light' | 'dark' { + const isDark = document.documentElement.getAttribute('data-theme') === 'dark'; + return isDark ? 'dark' : 'light'; + } + + // 渲染动画器（可选功能，不影响主干代码） + private renderAnimator?: RenderAnimator; + + // 保存动画延迟配置 + private animationDelay: number = 100; + + // 保存当前渲染数据，用于主题切换时重新渲染 + private currentRenderData?: FrontendAnalyzeResult; + + // 保存当前SVG元素的引用，用于位置更新 + private currentSvgOverlay?: SVGSVGElement; + + /** 渲染版本号：每次 _render 调用递增，用于避免 chunk 模式下多次快速 update 导致的异步竞态（过时渲染的 appendChild 覆盖新渲染） */ + private _renderVersion = 0; + + // Resize处理器 + private resizeHandler?: ResizeHandler; + + // Token位置计算器 + private positionCalculator?: TokenPositionCalculator; + + /** chunk 模式增量渲染：缓存上次全量计算的 positions，文本变化或布局变化时清空 */ + private cachedPositions?: TokenFragmentRect[]; + private cachedPositionsText?: string; + private cachedPositionsTokenCount: number = 0; + /** 缓存时的容器宽度，用于检测布局变化 */ + private cachedContainerWidth: number = 0; + + // SVG覆盖层管理器 + private svgOverlayManager?: SvgOverlayManager; + + // 高亮管理器 + private highlightManager?: HighlightManager; + + // 下划线元素缓存，用于第二个直方图的高亮样式（由HighlightManager管理，但需要在这里初始化） + private underlineCache: Map<string, SVGLineElement> = new Map(); + + // Minimap 管理器 + private minimapManager?: ScrollbarMinimap; + + private _refreshBaseRectColorsOrFullRender = (): void => { + if (this.svgOverlayManager && this.currentRenderData) { + const rectCount = this.svgOverlayManager.getRectCache().size; + const tokenCount = this.currentRenderData.bpe_strings.length; + // 无语义数据时 SVG 可能只创建了少量 rect，updateBaseRectColors 无法覆盖全部 token，需强制全量重渲染 + if (rectCount < tokenCount) { + this.reRenderCurrent(true); + return; + } + this.svgOverlayManager.updateBaseRectColors(this.currentRenderData, { + disableInfoDensityRender: this.getOverlayDisableInfoDensityRender(), + tokenRenderStyle: this.options.overlayTokenRenderStyle ?? getTokenRenderStyle(), + }); + } else { + this.reRenderCurrent(true); + } + }; + private _onTokenRenderStyleChange = (): void => this._refreshBaseRectColorsOrFullRender(); + private _onInfoDensityRenderChange = (): void => this._refreshBaseRectColorsOrFullRender(); + + static events = { + tokenHovered: 'lmf-view-token-hovered', + /** 点击某个 token（信息密度视图归因入口等） */ + tokenClicked: 'lmf-view-token-clicked', + }; + + /** + * 与当前屏上渲染一致的分析结果（含 originalText、bpe_strings offsets）。 + * 归因等场景在点击后再取此值解析 context，避免在 tokenClicked 事件中携带整份 {@link FrontendAnalyzeResult}。 + */ + getCurrentAnalyzeResult(): FrontendAnalyzeResult | null { + const rd = (this.currentRenderData ?? this.renderData) as FrontendAnalyzeResult | undefined; + if (!rd?.bpe_strings?.length) return null; + return rd; + } + + /** 全量 text-layer 渲染完成且本帧未被更新的渲染抢占时通知宿主 */ + private notifyFullTextLayerRenderCompleteIfCurrent(myVersion: number): void { + if (myVersion !== this._renderVersion) return; + this.options.onFullTextLayerRenderComplete?.(); + } + + constructor(parent: D3Sel, eventHandler?: SimpleEventHandler, options = {}) { + super(parent, eventHandler); + this.superInitHTML(options); + this._init(); + + // 始终初始化渲染动画器（懒加载模式） + // 通过 RenderAnimator 的 enabled 选项控制是否执行动画 + // 这样可以在运行时动态开启/关闭动画，而不需要重新创建对象 + this.animationDelay = 100; // 控制渲染速度：值越大，每批之间的延迟越长，渲染越慢 + this.renderAnimator = new RenderAnimator({ + enabled: this.options.enableRenderAnimation, // 根据当前选项设置初始状态 + delayBetweenBatches: this.animationDelay, + }); + + // 监听主题变化 + this.setupThemeListener(); + window.addEventListener('token-render-style-change', this._onTokenRenderStyleChange); + window.addEventListener('info-density-render-change', this._onInfoDensityRenderChange); + + // 初始化颜色scale + this.updateColorScales(); + + // 初始化 minimap CSS类 + this.syncMinimapEnabledClass(); + } + + protected _init() { + // 创建加载遮罩层 + this.createLoadingOverlay(); + } + + /** + * 创建加载遮罩层 + */ + private createLoadingOverlay(): void { + const baseNode = this.base.node(); + if (!baseNode) return; + + // 检查是否已存在遮罩层 + if (baseNode.querySelector('.text-loading-overlay')) { + return; + } + + const overlay = document.createElement('div'); + overlay.className = 'text-loading-overlay'; + overlay.innerHTML = ` + <div class="loading-content"> + <div class="loading-spinner"></div> + </div> + `; + baseNode.appendChild(overlay); + } + + + protected _render(rd: FrontendAnalyzeResult = this.renderData): void { + if (!rd) return; + + this._renderVersion++; + // 保存当前渲染数据 + this.currentRenderData = rd; + + // 语义分析模式由配置决定，不在此处根据数据覆盖 + + // 如果差分模式已启用，更新字符到字节的映射表（使用最新的原始文本） + if (this._current.diffMode && this._current.deltaByteSurprisals.length > 0) { + const originalText = rd.originalText; + this._current.charToByteIndexMap = buildCharToByteIndexMap(originalText); + } + + // 隐藏加载状态 + this.hideLoading(); + + // 使用SVG覆盖层方案：在文本下方添加SVG层显示token背景色 + // 注意：_renderWithSvgOverlay是async，但这里不等待，让动画在后台进行 + this._renderWithSvgOverlay(rd).catch(err => { + console.error('SVG渲染出错:', err); + }); + } + + /** + * SVG覆盖层方案：在文本下方添加SVG层显示token背景色 + * 不修改文本DOM，性能更好（O(n)复杂度） + */ + protected async _renderWithSvgOverlay(rd: FrontendAnalyzeResult): Promise<void> { + const myVersion = this._renderVersion; + + const rdExt = rd as FrontendAnalyzeResult & { + rawScoresNormed?: (number | undefined)[]; + colorScores?: number[]; + chunkInfos?: Array<{ startOffset: number }>; + }; + const rawScoresNormed = rdExt.rawScoresNormed; + const colorScores = (rdExt.colorScores?.length ? rdExt.colorScores : undefined) ?? rawScoresNormed; + const isSemantic = this.options.semanticAnalysisMode && colorScores?.length; + + // 增量路径：文本和布局不变时仅更新语义颜色；仅 **chunk 流式** 在文末追加 token 时允许「变多 + append」。 + // digit merge 开关会改变合并段前后整条链的 tokenIndex / offset：变少或变多都不能沿用旧 rect 前缀， + // 否则非数字段的颜色也会错位（手动全量刷新才恢复）。 + const baseNodeForCheck = this.base.node(); + const svgInDOM = !!(this.currentSvgOverlay?.parentNode); + const isChunkedSemantic = Boolean(rdExt.chunkInfos?.length); + const nTok = rd.bpe_strings.length; + const cachedTok = this.cachedPositionsTokenCount; + const sameTokenCount = nTok === cachedTok; + const chunkAppendOnly = + isChunkedSemantic && nTok > cachedTok; + const canReuseSvgForIncremental = sameTokenCount || chunkAppendOnly; + const canIncremental = + isSemantic && + this.currentSvgOverlay && + svgInDOM && + this.cachedPositions && + this.svgOverlayManager && + canReuseSvgForIncremental && + rd.originalText === this.cachedPositionsText && + baseNodeForCheck != null && + baseNodeForCheck.clientWidth === this.cachedContainerWidth; + + if (canIncremental) { + // Step 1: 更新置灰边界（cheap DOM 操作，color 不影响布局） + this.updateTruncatedBoundary(rd); + // 置灰边界变化会改变 textNode/span 内容，导致 TokenPositionCalculator 的 textNodeIndex 失效，必须重置 + this.positionCalculator?.resetIndex(); + + // Step 2: token 数增长时追加新 token rect + // 文本未变（canIncremental 已验证），无需 resetIndex，直接只算新 token + if (rd.bpe_strings.length > this.cachedPositionsTokenCount) { + const prevTokenCount = this.cachedPositionsTokenCount; + const newPositions = this.positionCalculator!.calculateTokenPositions(rd, prevTokenCount); + this.svgOverlayManager!.appendTokenRects(newPositions, this.currentSvgOverlay!, rd); + this.cachedPositions = [...(this.cachedPositions ?? []), ...newPositions]; + this.cachedPositionsTokenCount = rd.bpe_strings.length; + } + + // Step 3: 更新本 chunk 范围内的语义颜色 + const latestChunk = rdExt.chunkInfos?.[rdExt.chunkInfos.length - 1]; + const fromTokenIndex = latestChunk + ? Math.max(0, rd.bpe_strings.findIndex(t => t.offset[0] >= latestChunk.startOffset)) + : 0; + this.svgOverlayManager!.updateSemanticColors(colorScores!, fromTokenIndex); + + // chunk 增量渲染路径也需要同步刷新 minimap，否则会出现刷新滞后 + if (this.cachedPositions && this.cachedPositions.length > 0) { + await this.renderMinimap(this.cachedPositions, rd); + } + return; + } + + // 全量渲染路径 + // 清除现有的可视化效果 + this.clearVisualization(); + + // 设置容器文本（纯文本节点） + this.setContainerText(rd); + + // 等待DOM更新，确保文本已渲染 + await new Promise(resolve => requestAnimationFrame(resolve)); + await new Promise(resolve => setTimeout(resolve, 10)); + + if (myVersion !== this._renderVersion) return; + + const baseNode = this.base.node(); + if (!baseNode) return; + + if (!this.positionCalculator) { + this.positionCalculator = new TokenPositionCalculator(baseNode); + } + + const rdForPositions: FrontendAnalyzeResult = rd; + let positions = this.positionCalculator.calculateTokenPositions(rdForPositions); + if (isSemantic && rawScoresNormed?.length) { + const chunkInfos = (rd as FrontendAnalyzeResult & { chunkInfos?: unknown[] }).chunkInfos; + // 分块模式：不匹配 chunk 也渲染（底色 + tooltip）；整段模式保持原过滤 + if (!chunkInfos?.length) { + positions = positions.filter((p) => rawScoresNormed[p.tokenIndex] !== undefined); + } + } + + if (positions.length === 0) { + // 无 token（如请求开始时清空画布）是预期情况，不告警 + if (rd.bpe_strings.length > 0) { + console.warn('⚠️ 没有有效的token位置'); + } + this.notifyFullTextLayerRenderCompleteIfCurrent(myVersion); + return; + } + + const overlayOptions = { + getTokenRealTopk: (r: FrontendAnalyzeResult, tokenIndex: number) => this.getTokenRealTopk(r, tokenIndex), + addTokenEventListeners: (element: SVGGElement, tokenIndex: number, r: FrontendAnalyzeResult) => this.addTokenEventListeners(element, tokenIndex, r), + tokenRenderStyle: this.options.overlayTokenRenderStyle ?? getTokenRenderStyle(), + disableInfoDensityRender: this.getOverlayDisableInfoDensityRender(), + diff: this._current.diffMode && this._current.deltaByteSurprisals.length > 0 + ? { + enabled: true, + deltaByteSurprisals: this._current.deltaByteSurprisals, + charToByteIndexMap: this._current.charToByteIndexMap, + } + : undefined, + semantic: this.options.semanticAnalysisMode ? { analysisMode: true, rawScoresNormed: colorScores } : undefined, + surprisalColorMax: this.options.surprisalColorMax, + }; + this.svgOverlayManager = new SvgOverlayManager(baseNode, overlayOptions); + + const svg = this.svgOverlayManager.createSvgOverlay(positions, rdForPositions); + + // 初始化或更新高亮管理器（每次渲染时重新创建，因为SVG是新的） + this.highlightManager = new HighlightManager( + svg, + this.svgOverlayManager.getRectCache(), + this.underlineCache + ); + + // 若已有更新的渲染启动，跳过 appendChild，避免 chunk 模式下多次 update 导致 SVG 叠加 + if (myVersion !== this._renderVersion) return; + + this.currentSvgOverlay = svg; + // 将SVG添加到容器（在文本节点之后） + baseNode.appendChild(svg); + + // 写入位置缓存，供后续 chunk 增量更新复用 + this.cachedPositions = positions; + this.cachedPositionsText = rd.originalText; + this.cachedPositionsTokenCount = rd.bpe_strings.length; + this.cachedContainerWidth = baseNode.clientWidth; + + // 初始化ResizeHandler（如果还没有初始化） + this.setupResizeHandler(); + + // 处理渲染动画 + if (this.renderAnimator && this.options.enableRenderAnimation) { + await this.animateSvgRects(svg, positions); + } + + // 渲染完成后，如果有高亮状态需要恢复，则恢复 + const delay = this.renderAnimator && this.options.enableRenderAnimation ? 200 : 0; + if (this._current.chunkCharRange) { + const { x0, x1 } = this._current.chunkCharRange; + setTimeout(() => this.setChunkCharRangeHighlight(x0, x1), delay); + } else if (this._current.highlightedIndices.size > 0) { + setTimeout(() => { + this.setHighlightedIndices(this._current.highlightedIndices, this._current.highlightStyle); + }, delay); + } + + // 渲染 Minimap + await this.renderMinimap(positions, rd); + this.notifyFullTextLayerRenderCompleteIfCurrent(myVersion); + } + + /** + * SVG rect动画：分批显示rect（渐显效果） + * @param svg SVG元素 + * @param positions token位置数组 + */ + private async animateSvgRects(svg: SVGSVGElement, positions: TokenFragmentRect[]): Promise<void> { + if (!this.renderAnimator) return; + + const totalTokens = positions.length; + const initialBatchSize = 32; + let currentIndex = 0; + let currentBatchSize = initialBatchSize; + + // 初始状态：所有 rect（含语义叠加层）透明 + const rectCache = this.svgOverlayManager?.getRectCache(); + const overlayCache = this.svgOverlayManager?.getSemanticOverlayCache(); + if (rectCache) { + rectCache.forEach(({ rect }) => rect.setAttribute('fill-opacity', '0')); + } + overlayCache?.forEach((rect) => rect.setAttribute('fill-opacity', '0')); + + // 第一批处理之前也添加延迟 + await new Promise(resolve => setTimeout(resolve, this.animationDelay)); + + while (currentIndex < totalTokens) { + const actualBatchSize = Math.min(currentBatchSize, totalTokens - currentIndex); + for (let i = currentIndex; i < currentIndex + actualBatchSize; i++) { + const rectKey = positions[i].rectKey; + rectCache?.get(rectKey)?.rect?.setAttribute('fill-opacity', '1'); + overlayCache?.get(rectKey)?.setAttribute('fill-opacity', '1'); + } + + currentIndex += actualBatchSize; + + // 如果不是最后一批，等待一段时间再处理下一批 + if (currentIndex < totalTokens) { + await new Promise(resolve => setTimeout(resolve, this.animationDelay)); + currentBatchSize = Math.floor(currentBatchSize * 1.5); // 批次大小乘以1.5，形成加速效果 + } + } + } + + + /** + * 计算已分析文本的截断边界，超出部分将灰显。 + * 优先级：语义分析 chunkInfos > 语义分析 rawScores > 信息密度 tokens + */ + private computeTruncatedLength( + tokens: Array<{ offset: [number, number] }>, + rawScores?: (number | undefined)[], + chunkInfos?: Array<{ startOffset: number; endOffset: number }> + ): number { + // 1. 语义分析分块模式：以最后一个 chunk 的 endOffset 为界 + if (chunkInfos?.length) { + return chunkInfos[chunkInfos.length - 1]!.endOffset; + } + // 2. 语义分析整段模式：以最后一个有 rawScores 的 token 为界 + if (rawScores?.length && tokens.length > 0) { + let lastIdx = -1; + for (let i = rawScores.length - 1; i >= 0; i--) { + if (rawScores[i] !== undefined) { + lastIdx = i; + break; + } + } + if (lastIdx >= 0) return tokens[lastIdx]!.offset[1]; + } + // 3. 信息密度模式：以 token 覆盖的末尾为界 + return tokens.length > 0 ? tokens[tokens.length - 1]!.offset[1] : 0; + } + + /** + * 仅更新置灰边界（truncated-text span 的起止位置），不重建 text-layer。 + * truncated-text 只改变 color，不影响布局，SVG positions 仍然有效。 + */ + private updateTruncatedBoundary(rd: FrontendAnalyzeResult): void { + const baseNode = this.base.node(); + if (!baseNode) return; + const textLayer = baseNode.querySelector('.text-layer') as HTMLElement | null; + if (!textLayer) return; + + const rdExt = rd as FrontendAnalyzeResult & { + rawScoresNormed?: (number | undefined)[]; + chunkInfos?: Array<{ startOffset: number; endOffset: number }>; + }; + const truncatedLength = this.computeTruncatedLength(rd.bpe_strings, rdExt.rawScoresNormed, rdExt.chunkInfos); + const fullText = rd.originalText; + const isTruncated = truncatedLength < fullText.length; + + const textNode = textLayer.firstChild; + if (textNode && textNode.nodeType === Node.TEXT_NODE) { + const expected = isTruncated ? fullText.slice(0, truncatedLength) : fullText; + if (textNode.textContent !== expected) textNode.textContent = expected; + } + + const span = textLayer.querySelector('.truncated-text') as HTMLElement | null; + const remaining = isTruncated ? fullText.slice(truncatedLength) : ''; + if (remaining) { + if (span) { + if (span.textContent !== remaining) span.textContent = remaining; + } else { + const newSpan = document.createElement('span'); + newSpan.className = 'truncated-text'; + newSpan.textContent = remaining; + textLayer.appendChild(newSpan); + } + } else if (span) { + span.remove(); + } + } + + /** + * 当容器为空时，设置容器的文本内容 + * 这适用于正常的GLTR组件使用场景 + * 创建一个连续的文本节点，这样findNodeAndOffset才能正确工作 + */ + private setContainerText(rd: FrontendAnalyzeResult): void { + const baseNode = this.base.node(); + if (!baseNode) return; + + // 清除所有现有内容 + while (baseNode.firstChild) { + baseNode.removeChild(baseNode.firstChild); + } + + const fullText = rd.originalText; + if (!fullText) { + if (baseNode) { + if (!this.positionCalculator) { + this.positionCalculator = new TokenPositionCalculator(baseNode); + } else { + this.positionCalculator.resetIndex(); + } + } + return; + } + + const textContainer = document.createElement('div'); + textContainer.className = 'text-layer'; + textContainer.style.position = 'relative'; + textContainer.style.zIndex = '2'; + + const tokens = rd.bpe_strings; + const rawScores = ( + rd as FrontendAnalyzeResult & { + rawScoresNormed?: (number | undefined)[]; + } + ).rawScoresNormed; + const chunkInfos = (rd as FrontendAnalyzeResult & { chunkInfos?: Array<{ startOffset: number; endOffset: number }> }).chunkInfos; + const truncatedLength = this.computeTruncatedLength(tokens, rawScores, chunkInfos); + const isTruncated = truncatedLength < fullText.length; + + if (isTruncated) { + textContainer.appendChild(document.createTextNode(fullText.slice(0, truncatedLength))); + const span = document.createElement('span'); + span.className = 'truncated-text'; + span.textContent = fullText.slice(truncatedLength); + textContainer.appendChild(span); + } else { + textContainer.appendChild(document.createTextNode(fullText)); + } + + baseNode.appendChild(textContainer); + + if (baseNode) { + if (!this.positionCalculator) { + this.positionCalculator = new TokenPositionCalculator(baseNode); + } else { + this.positionCalculator.resetIndex(); + } + } + } + + /** + * 仅显示文本内容，不渲染颜色标记 + * 用于在等待后端返回时立即显示文本，提升用户体验 + * @param text 要显示的文本内容 + */ + public setTextOnly(text: string): void { + const baseNode = this.base.node(); + if (!baseNode) return; + + // 文本切换（如 demo 切换）期间先清空 minimap，避免显示旧数据 + if (this.options.enableMinimap && this.minimapManager) { + this.minimapManager.clear(); + } + + // 保存遮罩层 + const existingOverlay = baseNode.querySelector('.text-loading-overlay'); + + // 清除所有现有内容（包括之前的可视化效果） + while (baseNode.firstChild) { + baseNode.removeChild(baseNode.firstChild); + } + + // 重置增量渲染缓存，避免下次 _renderWithSvgOverlay 误走增量路径（SVG 已脱离 DOM） + this.currentSvgOverlay = undefined; + this.cachedPositions = undefined; + this.cachedPositionsText = undefined; + this.cachedPositionsTokenCount = 0; + this.cachedContainerWidth = 0; + this.svgOverlayManager?.clearRectCache(); + + // 创建一个文本容器div，确保文本在SVG上方 + if (text) { + const textContainer = document.createElement('div'); + textContainer.className = 'text-layer'; + textContainer.style.position = 'relative'; + textContainer.style.zIndex = '2'; + const textNode = document.createTextNode(text); + textContainer.appendChild(textNode); + baseNode.appendChild(textContainer); + } + + // 重新添加遮罩层（确保在最后，这样z-index才能正确工作） + if (existingOverlay) { + baseNode.appendChild(existingOverlay); + } else { + this.createLoadingOverlay(); + } + + // 显示加载状态 + this.showLoading(); + } + + /** + * 显示加载状态 + */ + public showLoading(): void { + const baseNode = this.base.node(); + if (!baseNode) return; + + // 添加loading类到容器 + baseNode.classList.add('loading'); + + // 显示遮罩层 + const overlay = baseNode.querySelector('.text-loading-overlay') as HTMLElement; + if (overlay) { + overlay.classList.add('visible'); + } + } + + /** + * 隐藏加载状态 + */ + public hideLoading(): void { + const baseNode = this.base.node(); + if (!baseNode) return; + + // 移除loading类 + baseNode.classList.remove('loading'); + + // 隐藏遮罩层 + const overlay = baseNode.querySelector('.text-loading-overlay') as HTMLElement; + if (overlay) { + overlay.classList.remove('visible'); + } + } + + /** + * 清除现有的可视化效果 + */ + private clearVisualization(): void { + const baseNode = this.base.node(); + if (baseNode) { + // 移除SVG覆盖层 + const svgOverlay = baseNode.querySelector('.svg-overlay'); + if (svgOverlay) { + svgOverlay.remove(); + } + + // 清理SVG引用 + this.currentSvgOverlay = undefined; + + // 清空位置缓存（SVG 已销毁，缓存失效） + this.cachedPositions = undefined; + this.cachedPositionsText = undefined; + this.cachedPositionsTokenCount = 0; + this.cachedContainerWidth = 0; + + // 清空rect缓存 + this.svgOverlayManager?.clearRectCache(); + + // 清空下划线缓存 + this.underlineCache.clear(); + + // 可视化重建前清空 minimap，避免旧缩略图短暂残留 + if (this.options.enableMinimap && this.minimapManager) { + this.minimapManager.clear(); + } + + // 确保遮罩层存在（如果被意外清除，重新创建） + if (!baseNode.querySelector('.text-loading-overlay')) { + this.createLoadingOverlay(); + } + } + } + + /** + * 设置ResizeHandler，监听容器大小变化并更新SVG rect位置 + */ + private setupResizeHandler(): void { + // 如果已经设置了，就不重复设置 + if (this.resizeHandler) { + return; + } + + const baseNode = this.base.node(); + if (!baseNode) return; + + // 创建ResizeHandler + this.resizeHandler = new ResizeHandler(baseNode, { + onPositionUpdate: () => this.updateSvgPositions(), + getCurrentSvg: () => this.currentSvgOverlay, + onTransitionStart: () => { + // 快速resize过渡开始时隐藏minimap + if (this.options.enableMinimap && this.minimapManager) { + this.minimapManager.hide(); + } + }, + }); + + // 开始监听 + this.resizeHandler.setup(); + } + + /** + * 更新SVG rect的位置和大小 + * 当容器大小变化或文本重新布局时调用 + */ + private updateSvgPositions(): void { + if (!this.currentSvgOverlay || !this.currentRenderData) { + return; + } + + const baseNode = this.base.node(); + if (!baseNode) return; + + // 重新计算所有token的位置 + if (!this.positionCalculator) { + this.positionCalculator = new TokenPositionCalculator(baseNode); + } + const positions = this.positionCalculator.calculateTokenPositions(this.currentRenderData); + + if (positions.length === 0) { + return; + } + + // 如果片段数量发生变化，重新完整渲染以保持同步 + if (!this.svgOverlayManager || this.svgOverlayManager.hasMissingRects(positions)) { + this._renderWithSvgOverlay(this.currentRenderData).catch(err => { + console.error('SVG渲染出错:', err); + }); + return; + } + + // 更新SVG rect的位置和大小 + this.svgOverlayManager.updateSvgPositions(this.currentSvgOverlay, positions); + + // 同步更新位置缓存和容器宽度，下次 chunk 更新可继续走增量路径 + this.cachedPositions = positions; + this.cachedPositionsText = this.currentRenderData.originalText; + this.cachedPositionsTokenCount = this.currentRenderData.bpe_strings.length; + this.cachedContainerWidth = baseNode.clientWidth; + + // 更新下划线位置（如果存在） + this.highlightManager?.updateUnderlinePositions(); + + this.refreshChunkCharRangeUnderlines(); + + // 重新渲染minimap以同步更新 + if (this.options.enableMinimap && this.minimapManager) { + this.renderMinimap(positions, this.currentRenderData).catch(err => { + console.error('Minimap渲染出错:', err); + }); + } + } + + + // calculateTokenPositions, buildTextNodeIndex, findNodeAndOffset 方法已移至 TokenPositionCalculator + + + // createSvgOverlay 方法已移至 SvgOverlayManager + + // getColorForSurprisal 方法已移至 SvgOverlayManager（通过 getSurprisalColor 直接调用） + + /** + * 用当前数据重新渲染（如切换 token render style 后立即生效） + * @param forceFullRender 为 true 时清除增量缓存，强制走全量路径（用于 disableInfoDensity/tokenRenderStyle 等选项变更，chunk 模式下也需重建 rect） + */ + public reRenderCurrent(forceFullRender = false): void { + if (!this.currentRenderData) return; + if (forceFullRender) { + this.cachedPositions = undefined; + this.cachedPositionsText = undefined; + this.cachedPositionsTokenCount = 0; + this.cachedContainerWidth = 0; + } + const wasAnimation = this.options.enableRenderAnimation; + this.options.enableRenderAnimation = false; + this._render(this.currentRenderData); + setTimeout(() => { this.options.enableRenderAnimation = wasAnimation; }, 0); + } + + /** + * 更新颜色scale（根据当前主题） + * 仿照SurprisalColorConfig的逻辑，适配夜间模式 + */ + private updateColorScales(): void { + const theme = this.getThemeMode(); + + // 更新fracScale：惊讶度颜色，从浅色到红色 + // 日间模式: #fff -> #ff8080 + // 夜间模式: #191919 -> #ff8080 (仿照getSurprisalColor的逻辑) + const fracStartColor = theme === 'dark' ? "#191919" : "#fff"; + this.options.fracScale.range([fracStartColor, "#ff8080"]); + + // 更新diffScale：差分模式，从绿色到中性色 + // 日间模式: #b4e876 -> #fff + // 夜间模式: #b4e876 -> #191919 + const diffEndColor = theme === 'dark' ? "#191919" : "#fff"; + this.options.diffScale.range(["#b4e876", diffEndColor]); + } + + /** + * 设置主题变化监听器 + * 仅更新 fracScale/diffScale；重渲染由 initThemeManager 的 onThemeChange -> rerenderOnThemeChange 统一触发 + */ + private setupThemeListener(): void { + const observer = new MutationObserver((mutations) => { + mutations.forEach((mutation) => { + if (mutation.type === 'attributes' && mutation.attributeName === 'data-theme') { + this.updateColorScales(); + } + }); + }); + observer.observe(document.documentElement, { + attributes: true, + attributeFilter: ['data-theme'] + }); + } + + /** + * 获取指定token的真实概率信息 + */ + private getTokenRealTopk(rd: FrontendAnalyzeResult, tokenIndex: number): [number, number] | undefined { + const token = rd.bpe_strings[tokenIndex]; + return token.real_topk + ? token.real_topk as [number, number] + : undefined; + } + + /** + * 为token元素添加事件监听器 + * 支持SVGGElement（group方案） + */ + private addTokenEventListeners(element: SVGGElement, tokenIndex: number, rd: FrontendAnalyzeResult): void { + const tokenData = rd.bpe_strings[tokenIndex] as TokenDataForRender; + // 语义信息可能是异步补齐/缓存命中后才可用；tooltip 的语义字段必须在 hover 时基于最新数据计算 + const computeSemantic = (): SemanticRenderFields | undefined => { + // 用最新渲染数据（而不是闭包里的 rd），避免首次渲染时 semantic ext 不全导致 tooltip 永远拿不到语义匹配信息 + const latestRd = this.currentRenderData ?? rd; + const latestExt = latestRd as FrontendAnalyzeResult & { + rawScoresNormed?: number[]; + attentionRawScores?: number[]; + pPwValues?: number[]; + pwScores?: number[]; + }; + + const rawScoresNormed = latestExt.rawScoresNormed; + const hasRawScoresNormedNow = rawScoresNormed?.length && tokenIndex < rawScoresNormed.length; + + let semantic = extractSemanticFields(tokenData); + if (hasRawScoresNormedNow && rawScoresNormed) { + // rawScoreNormed 始终用 rawScoresNormed，与 color source 无关 + const attnScore = rawScoresNormed[tokenIndex]; + const rawScore = latestExt.attentionRawScores?.[tokenIndex]; + const signalProb = latestExt.pPwValues?.[tokenIndex]; // P_pw：x<=threshold 为 0，x>threshold 为 1 + const pwScore = latestExt.pwScores?.[tokenIndex]; + + const tokenOffset = + latestRd.bpeBpeMergedTokens?.[tokenIndex]?.offset ?? latestRd.bpe_strings[tokenIndex]?.offset; + const rdChunkInfos = (latestRd as FrontendAnalyzeResult & { + chunkInfos?: Array<{ startOffset: number; endOffset: number; chunkIndex?: number; chunkMatchDegree?: number }>; + }).chunkInfos; + const chunkInfo = tokenOffset && rdChunkInfos?.find( + c => tokenOffset[0] >= c.startOffset && tokenOffset[0] < c.endOffset + ); + + semantic = { + ...semantic, + rawScoreNormed: attnScore, + rawScore, + signalProb, + pwScore, + chunkIndex: chunkInfo?.chunkIndex, + chunkMatchDegree: chunkInfo?.chunkMatchDegree, + } as SemanticRenderFields; + } + return semantic; + }; + + const handleMouseEnter = (event: MouseEvent) => { + // 按住主键拖动（框选）时不再弹出 tooltip，避免挡正文选中 + if ((event.buttons & 1) !== 0) return; + this.eventHandler.trigger(GLTR_Text_Box.events.tokenHovered, <GLTR_HoverEvent>{ + hovered: true, + d: { tokenData, semantic: computeSemantic() }, + event: event + }); + // 移除 appendChild：Chrome 中移动 SVG 元素会导致 mouseleave 不触发，进而 tooltip 无法关闭 + }; + + const handleMouseLeave = (event: MouseEvent) => { + this.eventHandler.trigger(GLTR_Text_Box.events.tokenHovered, <GLTR_HoverEvent>{ + hovered: false, + // hovered=false 时 tooltip 不会读取 semantic；避免在 mouseleave 上额外计算 + d: { tokenData, semantic: undefined }, + event: event + }); + }; + + /** 从当前 token 开始按下主键（框选起点）时立即收起 tooltip */ + const handleMouseDown = (event: MouseEvent) => { + if (event.button !== 0) return; + this.eventHandler.trigger(GLTR_Text_Box.events.tokenHovered, <GLTR_HoverEvent>{ + hovered: false, + d: { tokenData, semantic: undefined }, + event: event + }); + }; + + element.addEventListener('mouseenter', handleMouseEnter); + element.addEventListener('mouseleave', handleMouseLeave); + element.addEventListener('mousedown', handleMouseDown); + + element.addEventListener('click', (event: MouseEvent) => { + if (event.button !== 0) return; + event.stopPropagation(); + this.eventHandler.trigger(GLTR_Text_Box.events.tokenClicked, <GLTR_TokenClickEvent>{ + tokenIndex, + }); + }); + } + + /** + * 渲染 Minimap + */ + private async renderMinimap(positions: TokenFragmentRect[], rd: FrontendAnalyzeResult): Promise<void> { + if (!this.options.enableMinimap) { + return; + } + + this.ensureMinimapManager(); + if (!this.minimapManager) return; + + // 统一入口：有位置则渲染，无位置则清空，避免切换数据源时残留旧 minimap + if (positions.length === 0) { + this.minimapManager.clear(); + return; + } + + await this.minimapManager.render(positions, rd, { + semanticAnalysisMode: this.options.semanticAnalysisMode, + measureCharRangeY: (startOffset: number, endOffset: number) => + this.measureCharRangeY(startOffset, endOffset), + }); + } + + private measureCharRangeY(startOffset: number, endOffset: number): { minY: number; maxY: number } | null { + const baseNode = this.base.node(); + if (!baseNode || endOffset <= startOffset) return null; + + const calculator = this.positionCalculator ?? new TokenPositionCalculator(baseNode); + const start = calculator.findNodeAndOffset(Math.max(0, startOffset)); + const end = calculator.findNodeAndOffset(Math.max(0, endOffset)); + if (!start || !end) return null; + + const range = document.createRange(); + range.setStart(start.node, start.offset); + range.setEnd(end.node, end.offset); + + const containerRect = baseNode.getBoundingClientRect(); + const zoom = calculator.getZoom(); + let minY = Number.POSITIVE_INFINITY; + let maxY = Number.NEGATIVE_INFINITY; + for (const rect of range.getClientRects()) { + if (rect.width === 0 && rect.height === 0) continue; + const top = (rect.top - containerRect.top) / zoom; + const bottom = (rect.bottom - containerRect.top) / zoom; + minY = Math.min(minY, top); + maxY = Math.max(maxY, bottom); + } + return Number.isFinite(minY) && Number.isFinite(maxY) ? { minY, maxY } : null; + } + + /** + * 计算系统经典滚动条的宽度 + * 通过 right_panel 和 LMF 的宽度差来判断滚动条是否占用布局空间 + * @returns 滚动条宽度（px），如果为0则表示使用覆盖式滚动条或无滚动条 + */ + private calculateTraditionalScrollbarWidth(): number { + const baseNode = this.base.node(); + if (!baseNode) { + return 0; + } + + const rightPanel = document.querySelector('.right_panel') as HTMLElement; + if (!rightPanel) { + return 0; + } + + // right_panel 的 offsetWidth（包含滚动条，如果滚动条占用布局空间） + const rightPanelWidth = rightPanel.offsetWidth; + // LMF 的 offsetWidth（包含 padding 和 border，但不包含滚动条） + const lmfWidth = baseNode.offsetWidth; + // 计算滚动条宽度：right_panel 宽度 - LMF 宽度 + const scrollbarWidth = rightPanelWidth - lmfWidth; + + // 返回滚动条宽度（如果小于等于0，表示使用覆盖式滚动条或无滚动条） + return scrollbarWidth > 0 ? scrollbarWidth : 0; + } + + /** + * 确保 minimap 管理器存在并配置正确 + */ + private ensureMinimapManager(): void { + const baseNode = this.base.node(); + if (!baseNode) return; + + // 计算 minimap 宽度 + let minimapWidth: number = this.options.minimapWidth; + + if (!isNarrowScreen()) { + // 宽屏模式：根据滚动条宽度设置 minimap 宽度 + const scrollbarWidth = this.calculateTraditionalScrollbarWidth(); + + if (scrollbarWidth > 0) { + // 传统滚动条，minimap 宽度设为滚动条宽度 + minimapWidth = scrollbarWidth; + } + + // minimap 宽度稍微小一点，避免与滚动条重叠 + if (minimapWidth > 1) { + minimapWidth -= 1; + } + } + + const config = { + width: minimapWidth + }; + + if (!this.minimapManager) { + this.minimapManager = new ScrollbarMinimap(baseNode, config); + } else { + this.minimapManager.updateOptions(config); + } + } + + /** + * 同步 minimap 启用状态到 CSS 类 + */ + private syncMinimapEnabledClass(): void { + const baseNode = this.base.node(); + if (baseNode) { + baseNode.classList.toggle('minimap-enabled', this.options.enableMinimap); + } + } + + /** + * 清理资源：停止ResizeHandler并清理定时器 + */ + destroy(): void { + // 清理ResizeHandler + if (this.resizeHandler) { + this.resizeHandler.destroy(); + this.resizeHandler = undefined; + } + + // 清理 Minimap + if (this.minimapManager) { + this.minimapManager.destroy(); + this.minimapManager = undefined; + } + + // 清理SVG引用 + this.currentSvgOverlay = undefined; + window.removeEventListener('token-render-style-change', this._onTokenRenderStyleChange); + window.removeEventListener('info-density-render-change', this._onInfoDensityRenderChange); + + // 调用父类的destroy方法 + super.destroy(); + } + + protected _wrangle(data: FrontendAnalyzeResult) { + const tokens = data.bpe_strings; + const allTop1 = tokens + .map(token => token.pred_topk.length > 0 ? token.pred_topk[0][1] : null) + .filter((value): value is number => typeof value === 'number' && Number.isFinite(value)); + + if (allTop1.length === 0) { + // pred_topk 为空是正常情况（例如内存优化策略跳过 TopK 计算），静默处理 + this._current.maxValue = 0; + this.options.diffScale.domain([0, 1]); + return data; + } + + const maxTop1 = d3.max(allTop1); + this._current.maxValue = maxTop1 ?? 0; + this.options.diffScale.domain([0, this._current.maxValue || 1]); + + return data; + } + + /** + * 重写 updateOptions 方法，同步更新 RenderAnimator 的 enabled 状态和 minimap CSS类 + */ + updateOptions(options: any, reRender = false) { + // 如果更新了 enableRenderAnimation，同步更新 renderAnimator 的 enabled 状态 + if (options.hasOwnProperty('enableRenderAnimation') && this.renderAnimator) { + this.renderAnimator.setEnabled(options.enableRenderAnimation); + } + + // 保存之前的enableMinimap状态，用于判断是否需要创建/销毁minimap + const previousEnableMinimap = this.options.enableMinimap; + + // 调用父类方法更新选项 + super.updateOptions(options, reRender); + + // 如果更新了 enableMinimap，同步更新CSS类并创建/销毁minimap + if (options.hasOwnProperty('enableMinimap')) { + this.syncMinimapEnabledClass(); + + // 如果有渲染数据，需要创建或销毁minimap + if (this.currentRenderData && this.positionCalculator) { + if (this.options.enableMinimap && !previousEnableMinimap) { + // 从false变为true：创建并渲染minimap + const positions = this.positionCalculator.calculateTokenPositions(this.currentRenderData); + if (positions.length > 0) { + this.renderMinimap(positions, this.currentRenderData).catch(err => { + console.error('Minimap渲染出错:', err); + }); + } + } else if (!this.options.enableMinimap && previousEnableMinimap && this.minimapManager) { + // 从true变为false：销毁minimap + this.minimapManager.destroy(); + this.minimapManager = undefined; + } + } + return; + } + + // 统一兜底：其他 option 变更若触发重渲染，也同步刷新 minimap，避免分支遗漏 + if (this.options.enableMinimap && this.minimapManager && this.currentRenderData && this.positionCalculator) { + const positions = this.positionCalculator.calculateTokenPositions(this.currentRenderData); + this.renderMinimap(positions, this.currentRenderData).catch(err => { + console.error('Minimap渲染出错:', err); + }); + } + } + + /** + * chunk 点击：Unicode 半开区间 [x0,x1) 下划线（DOM Range → 与直方图 token 高亮互斥） + */ + setChunkCharRangeHighlight(x0: number, x1: number): void { + const x0i = Math.max(0, Math.floor(x0)); + const x1i = Math.max(0, Math.floor(x1)); + if (x1i <= x0i) { + this._current.chunkCharRange = null; + this.highlightManager?.clearCharIntervalUnderlines(); + return; + } + + this._current.chunkCharRange = { x0: x0i, x1: x1i }; + this._current.highlightedIndices.clear(); + + if (!this.highlightManager) { + setTimeout(() => this.setChunkCharRangeHighlight(x0i, x1i), 50); + return; + } + + const segments = this.computeCharIntervalUnderlineSegments(x0i, x1i); + this.highlightManager.setCharIntervalUnderlines(segments); + } + + /** DOM 矩形（视口）→ SVG overlay 下划线一段；坐标与 TokenPositionCalculator 一致 */ + private static clientRectToUnderlineSeg( + r: DOMRectReadOnly, + containerRect: DOMRectReadOnly, + zoom: number + ): CharIntervalUnderlineSeg { + return { + x1: (r.left - containerRect.left) / zoom, + x2: (r.right - containerRect.left) / zoom, + y: (r.bottom - containerRect.top) / zoom, + }; + } + + private computeCharIntervalUnderlineSegments(x0: number, x1: number): CharIntervalUnderlineSeg[] { + const baseNode = this.base.node(); + if (!baseNode) { + throw new Error('[GLTR_Text_Box] chunk 下划线：缺少 base 节点'); + } + if (x1 <= x0) return []; + + const calculator = this.positionCalculator ?? new TokenPositionCalculator(baseNode); + const a = calculator.findNodeAndOffset(x0); + const b = calculator.findNodeAndOffset(x1); + if (!a || !b) { + throw new Error( + `[GLTR_Text_Box] chunk 下划线：无法将 Unicode 半开区间 [${x0}, ${x1}) 映射到文本节点` + ); + } + + const range = document.createRange(); + range.setStart(a.node, a.offset); + range.setEnd(b.node, b.offset); + + const cr = baseNode.getBoundingClientRect(); + const z = calculator.getZoom(); + const toSeg = (box: DOMRectReadOnly) => GLTR_Text_Box.clientRectToUnderlineSeg(box, cr, z); + + const segments: CharIntervalUnderlineSeg[] = []; + for (const r of range.getClientRects()) { + if (r.width !== 0 || r.height !== 0) { + segments.push(toSeg(r)); + } + } + if (segments.length === 0) { + throw new Error( + `[GLTR_Text_Box] chunk 下划线 [${x0}, ${x1})：` + + 'Range.getClientRects() 未产生任何有效矩形（不做包围盒回退）' + ); + } + return segments; + } + + private refreshChunkCharRangeUnderlines(): void { + const c = this._current.chunkCharRange; + if (!c || !this.highlightManager) return; + this.highlightManager.updateCharIntervalUnderlines( + this.computeCharIntervalUnderlineSegments(c.x0, c.x1) + ); + } + + /** 滚动至 Unicode 偏移；桌面滚动 `.right_panel`，窄屏为 `window` */ + scrollToUnicodeCharOffset(charOffset: number): void { + requestAnimationFrame(() => { + const baseNode = this.base.node(); + if (!baseNode) return; + + const calculator = this.positionCalculator ?? new TokenPositionCalculator(baseNode); + const safeOffset = Math.max(0, Math.floor(charOffset)); + const found = calculator.findNodeAndOffset(safeOffset); + if (!found) return; + + const range = document.createRange(); + range.setStart(found.node, found.offset); + range.collapse(true); + + let rect = range.getBoundingClientRect(); + if (rect.width === 0 && rect.height === 0) { + const rects = range.getClientRects(); + if (!rects.length) return; + rect = rects[0]; + } + + const marginRatio = 0.2; + if (isNarrowScreen()) { + const y = window.scrollY + rect.top - window.innerHeight * marginRatio; + window.scrollTo({ top: Math.max(0, y), behavior: 'smooth' }); + return; + } + + const panel = document.querySelector('.right_panel') as HTMLElement | null; + if (!panel) return; + + const panelRect = panel.getBoundingClientRect(); + const topInPanel = rect.top - panelRect.top + panel.scrollTop; + const target = topInPanel - panel.clientHeight * marginRatio; + const maxScroll = Math.max(0, panel.scrollHeight - panel.clientHeight); + panel.scrollTo({ top: Math.max(0, Math.min(target, maxScroll)), behavior: 'smooth' }); + }); + } + + /** + * 设置需要高亮的token索引 + * @param indices 需要高亮的token索引集合 + * @param highlightStyle 高亮样式：'border' 使用边框，'underline' 使用下划线 + */ + setHighlightedIndices(indices: Set<number>, highlightStyle: HighlightStyle = 'border') { + this._current.chunkCharRange = null; + this._current.highlightedIndices = indices; + this._current.highlightStyle = highlightStyle; + + if (!this.highlightManager) { + // 如果高亮管理器未初始化，延迟执行 + setTimeout(() => { + this.setHighlightedIndices(indices, highlightStyle); + }, 50); + return; + } + + this.highlightManager.setHighlightedIndices(indices, highlightStyle); + } + + /** + * 清除所有高亮 + */ + clearHighlight() { + this._current.highlightedIndices.clear(); + this._current.chunkCharRange = null; + + if (this.highlightManager) { + this.highlightManager.clearHighlight(); + } + } + + /** + * 设置差分渲染模式和数据 + * @param enabled 是否启用差分模式 + * @param deltaByteSurprisals 逐字节的Δ信息密度(bits/Byte) + */ + setDiffMode(enabled: boolean, deltaByteSurprisals: number[] = []) { + this._current.diffMode = enabled; + this._current.deltaByteSurprisals = deltaByteSurprisals; + + // 如果有当前渲染数据，构建字符索引到字节索引的映射表并重新渲染 + if (this.currentRenderData) { + // 构建字符索引到字节索引的映射表 + // 使用当前渲染数据的原始文本 + const originalText = this.currentRenderData.originalText; + this._current.charToByteIndexMap = buildCharToByteIndexMap(originalText); + + // 差分模式切换时禁用动画 + const originalAnimationSetting = this.options.enableRenderAnimation; + this.options.enableRenderAnimation = false; + this._render(this.currentRenderData); + setTimeout(() => { + this.options.enableRenderAnimation = originalAnimationSetting; + }, 100); + } + } + + +} \ No newline at end of file diff --git a/client/src/ts/vis/HighlightManager.ts b/client/src/ts/vis/HighlightManager.ts new file mode 100644 index 0000000000000000000000000000000000000000..a0c6543915a090edecf5a42f88a6822c2e5a3d7b --- /dev/null +++ b/client/src/ts/vis/HighlightManager.ts @@ -0,0 +1,324 @@ +/** + * 高亮管理器：直方图 token 高亮（边框/下划线）+ chunk 字符区间下划线（独立 SVG 线段） + */ + +import {HighlightStyle, RectCacheEntry} from "./types"; +import {HIGHLIGHT_CONSTANTS} from "./constants"; + +/** 字符区间下划线线段（与 SVG overlay 坐标系一致） */ +export type CharIntervalUnderlineSeg = { x1: number; x2: number; y: number }; + +export class HighlightManager { + private rectCache: Map<string, RectCacheEntry>; + private underlineCache: Map<string, SVGLineElement>; + private svgOverlay: SVGSVGElement; + private currentStyle: HighlightStyle = 'border'; + private readonly MAX_RETRY_ATTEMPTS = 10; + /** rect 缓存未就绪时的重试计数（与直方图 / 区间下划线分开，避免互相打断） */ + private rectCacheWait = { indices: 0, interval: 0 }; + private intervalUnderlineLines: SVGLineElement[] = []; + + constructor( + svgOverlay: SVGSVGElement, + rectCache: Map<string, RectCacheEntry>, + underlineCache: Map<string, SVGLineElement> + ) { + this.svgOverlay = svgOverlay; + this.rectCache = rectCache; + this.underlineCache = underlineCache; + } + + /** + * 设置需要高亮的token索引 + * @param indices 需要高亮的token索引集合 + * @param highlightStyle 高亮样式：'border' 使用边框，'underline' 使用下划线 + */ + setHighlightedIndices(indices: Set<number>, highlightStyle: HighlightStyle = 'border'): void { + this.whenRectCacheReady('indices', 'HighlightManager: token 高亮缓存未就绪，已达最大重试', () => { + this.removeIntervalSvgLines(); + + if (this.currentStyle !== highlightStyle) { + this.clearPreviousStyle(this.currentStyle); + } + this.currentStyle = highlightStyle; + + const highlightedRects: SVGRectElement[] = []; + + this.rectCache.forEach(({ rect, tokenIndex }, rectKey) => { + const currentClass = rect.getAttribute('class') || ''; + const isHighlighted = indices.has(tokenIndex); + + if (highlightStyle === 'underline') { + this.applyUnderlineHighlight(rect, rectKey, isHighlighted, currentClass); + } else { + this.applyBorderHighlight(rect, rectKey, isHighlighted, currentClass, highlightedRects); + } + }); + + if (highlightStyle === 'border' && highlightedRects.length > 0) { + highlightedRects.forEach(rect => { + if (rect.parentNode === this.svgOverlay) { + this.svgOverlay.appendChild(rect); + } + }); + } + }); + } + + /** + * 应用下划线高亮样式 + */ + private applyUnderlineHighlight( + rect: SVGRectElement, + rectKey: string, + isHighlighted: boolean, + currentClass: string + ): void { + if (isHighlighted) { + // 移除边框样式 + this.removeBorderStyle(rect); + + // 创建或更新下划线 + let underline = this.underlineCache.get(rectKey); + if (!underline) { + underline = this.createUnderline(rectKey); + } + + // 更新下划线位置（rect底部） + this.updateUnderlinePosition(rect, underline); + + // 更新class + this.updateHighlightClass(rect, true); + } else { + // 移除下划线 + const underline = this.underlineCache.get(rectKey); + if (underline) { + underline.style.display = 'none'; + } + + // 确保没有边框 + this.removeBorderStyle(rect); + + // 移除class + this.updateHighlightClass(rect, false); + } + } + + /** + * 应用边框高亮样式 + */ + private applyBorderHighlight( + rect: SVGRectElement, + rectKey: string, + isHighlighted: boolean, + currentClass: string, + highlightedRects: SVGRectElement[] + ): void { + if (isHighlighted) { + // 先移除可能存在的下划线 + const underline = this.underlineCache.get(rectKey); + if (underline) { + underline.style.display = 'none'; + } + + // 添加高亮样式：统一色值的实线边框，无外发光 + rect.setAttribute('stroke', HIGHLIGHT_CONSTANTS.HIGHLIGHT_COLOR); + rect.setAttribute('stroke-width', HIGHLIGHT_CONSTANTS.BORDER_WIDTH); + rect.setAttribute('stroke-opacity', '1'); + rect.removeAttribute('stroke-dasharray'); + + // 添加class + this.updateHighlightClass(rect, true); + + // 收集需要移到末尾的rect + highlightedRects.push(rect); + } else { + // 移除高亮样式 + this.removeBorderStyle(rect); + + // 确保移除下划线（如果存在） + const underline = this.underlineCache.get(rectKey); + if (underline) { + underline.style.display = 'none'; + } + + // 移除class + this.updateHighlightClass(rect, false); + } + } + + /** + * 清除所有高亮（token 边框/下划线 + 字符区间下划线） + */ + clearHighlight(): void { + this.clearRectHighlightsOnly(); + this.removeIntervalSvgLines(); + } + + /** 仅清除 token 矩形上的高亮样式（保留字符区间线，供内部组合使用） */ + private clearRectHighlightsOnly(): void { + this.rectCache.forEach(({ rect }, rectKey) => { + this.removeBorderStyle(rect); + this.updateHighlightClass(rect, false); + const underline = this.underlineCache.get(rectKey); + if (underline) { + underline.style.display = 'none'; + } + }); + } + + private removeIntervalSvgLines(): void { + for (const line of this.intervalUnderlineLines) { + line.remove(); + } + this.intervalUnderlineLines = []; + } + + /** 仅移除 chunk 字符区间下划线（不碰直方图 token 高亮） */ + clearCharIntervalUnderlines(): void { + this.removeIntervalSvgLines(); + } + + /** + * 按字符区间对应的 overlay 线段绘制下划线；并清除直方图 token 高亮。 + */ + setCharIntervalUnderlines(segments: CharIntervalUnderlineSeg[]): void { + this.whenRectCacheReady('interval', 'HighlightManager: 区间下划线缓存未就绪，已达最大重试', () => { + this.clearRectHighlightsOnly(); + this.removeIntervalSvgLines(); + this.appendIntervalUnderlineLines(segments); + }); + } + + /** 布局变化时只刷新区间线几何 */ + updateCharIntervalUnderlines(segments: CharIntervalUnderlineSeg[]): void { + this.removeIntervalSvgLines(); + this.appendIntervalUnderlineLines(segments); + } + + /** + * rect 缓存就绪后执行；未就绪则短暂重试（SVG 与缓存稍晚于组件构造）。 + */ + private whenRectCacheReady( + slot: 'indices' | 'interval', + warnMessage: string, + run: () => void + ): void { + if (this.rectCache.size > 0) { + this.rectCacheWait[slot] = 0; + run(); + return; + } + if (this.rectCacheWait[slot] < this.MAX_RETRY_ATTEMPTS) { + this.rectCacheWait[slot] += 1; + setTimeout(() => this.whenRectCacheReady(slot, warnMessage, run), 50); + return; + } + console.warn(warnMessage); + this.rectCacheWait[slot] = 0; + } + + private static underlineStrokeAttrs(line: SVGLineElement, cssClass: string): void { + line.setAttribute('stroke', HIGHLIGHT_CONSTANTS.HIGHLIGHT_COLOR); + line.setAttribute('stroke-width', HIGHLIGHT_CONSTANTS.UNDERLINE_WIDTH); + line.setAttribute('stroke-opacity', '1'); + line.setAttribute('class', cssClass); + } + + private appendIntervalUnderlineLines(segments: CharIntervalUnderlineSeg[]): void { + const ns = 'http://www.w3.org/2000/svg'; + for (const s of segments) { + const line = document.createElementNS(ns, 'line'); + HighlightManager.underlineStrokeAttrs(line, HIGHLIGHT_CONSTANTS.INTERVAL_UNDERLINE_CLASS); + line.setAttribute('x1', String(s.x1)); + line.setAttribute('x2', String(s.x2)); + line.setAttribute('y1', String(s.y)); + line.setAttribute('y2', String(s.y)); + this.svgOverlay.appendChild(line); + this.intervalUnderlineLines.push(line); + } + } + + /** + * 清除之前的样式（切换样式时使用） + */ + private clearPreviousStyle(previousStyle: HighlightStyle): void { + if (previousStyle === 'underline') { + // 从下划线模式切换到边框模式：清除所有下划线 + this.underlineCache.forEach((underline) => { + underline.style.display = 'none'; + }); + } else if (previousStyle === 'border') { + // 从边框模式切换到下划线模式：清除所有边框 + this.rectCache.forEach(({ rect }) => { + this.removeBorderStyle(rect); + }); + } + } + + /** + * 移除边框样式 + */ + private removeBorderStyle(rect: SVGRectElement): void { + rect.removeAttribute('stroke'); + rect.removeAttribute('stroke-width'); + rect.removeAttribute('stroke-opacity'); + rect.removeAttribute('stroke-dasharray'); + } + + /** + * 创建下划线元素 + */ + private createUnderline(rectKey: string): SVGLineElement { + const underline = document.createElementNS('http://www.w3.org/2000/svg', 'line'); + HighlightManager.underlineStrokeAttrs(underline, HIGHLIGHT_CONSTANTS.UNDERLINE_CLASS); + this.svgOverlay.appendChild(underline); + this.underlineCache.set(rectKey, underline); + return underline; + } + + /** + * 更新高亮class（工具方法） + */ + private updateHighlightClass(rect: SVGRectElement, isHighlighted: boolean): void { + const currentClass = rect.getAttribute('class') || ''; + if (isHighlighted) { + if (!currentClass.includes(HIGHLIGHT_CONSTANTS.HIGHLIGHT_CLASS)) { + rect.setAttribute('class', (currentClass + ' ' + HIGHLIGHT_CONSTANTS.HIGHLIGHT_CLASS).trim()); + } + } else { + const newClass = currentClass.replace(new RegExp(`\\b${HIGHLIGHT_CONSTANTS.HIGHLIGHT_CLASS}\\b`, 'g'), '').trim(); + rect.setAttribute('class', newClass); + } + } + + /** + * 更新下划线位置 + */ + private updateUnderlinePosition(rect: SVGRectElement, underline: SVGLineElement): void { + const x = parseFloat(rect.getAttribute('x') || '0'); + const y = parseFloat(rect.getAttribute('y') || '0'); + const width = parseFloat(rect.getAttribute('width') || '0'); + const height = parseFloat(rect.getAttribute('height') || '0'); + const bottomY = y + height; + + underline.setAttribute('x1', x.toString()); + underline.setAttribute('x2', (x + width).toString()); + underline.setAttribute('y1', bottomY.toString()); + underline.setAttribute('y2', bottomY.toString()); + underline.style.display = ''; + } + + /** + * 更新下划线位置（当rect位置变化时调用） + */ + updateUnderlinePositions(): void { + this.rectCache.forEach(({ rect }, rectKey) => { + const underline = this.underlineCache.get(rectKey); + if (underline && underline.style.display !== 'none') { + this.updateUnderlinePosition(rect, underline); + } + }); + } +} + diff --git a/client/src/ts/vis/Histogram.ts b/client/src/ts/vis/Histogram.ts new file mode 100644 index 0000000000000000000000000000000000000000..6e1f462e8cf0a9c2d15ac449abc824c4c491e7a1 --- /dev/null +++ b/client/src/ts/vis/Histogram.ts @@ -0,0 +1,631 @@ +import { VComponent } from "./VisComponent"; +import { D3Sel } from "../utils/Util"; +import { SimpleEventHandler } from "../utils/SimpleEventHandler"; +import { tr } from "../lang/i18n-lite"; +import * as d3 from "d3"; +import { schemeDark2 } from "d3"; + +const averageNumberFormat = d3.format('.2f'); + +/** 1-2-5 decade 模式生成非线性 y 轴刻度，最多 maxTicks 个 */ +function getNonLinearTickValues(maxCount: number, maxTicks = 10): number[] { + if (maxCount <= 0) return [0]; + const ticks: number[] = [0]; + const base = [1, 2, 5]; + let decade = 1; + while (decade <= maxCount) { + for (const b of base) { + const v = b * decade; + if (v <= maxCount) ticks.push(v); + } + decade *= 10; + } + if (ticks[ticks.length - 1] !== maxCount) ticks.push(maxCount); + if (ticks.length <= maxTicks) return ticks; + const result: number[] = []; + for (let i = 0; i < maxTicks; i++) { + const idx = Math.round((i / (maxTicks - 1)) * (ticks.length - 1)); + result.push(ticks[idx]); + } + return [...new Set(result)].sort((a, b) => a - b); +} + +/** 单边：固定值或 'auto'（从 data 解析） */ +export type HistogramExtentBound = number | 'auto'; + +/** extent：'auto' 等价于 ['auto','auto']，支持双边独立配置 */ +export type HistogramExtent = [HistogramExtentBound, HistogramExtentBound] | 'auto'; + +export type HistogramData = { + data: number[], + label?: string, + no_bins: number, + extent: HistogramExtent, + colorScale: (value: number) => string, // 添加颜色 scale + averageValue?: number, + p90Value?: number, + averageLabel?: string, + p90Label?: string, + showLeftInfinity?: boolean, + showRightInfinity?: boolean, + /** x轴刻度数字绘制间隔，0表示不跳过，1表示隔一个绘制一个（0,2,4...） */ + xAxisTickSkip?: number, + /** x轴刻度凑整：true=仅显示 step 整数倍处的标签（与 tickSkip 配合），false/undefined=显示全部 */ + xAxisTickRound?: boolean; + yScaleType?: 'linear' | 'sqrt' | 'log' // y轴尺度：linear 线性，sqrt 平方根，log 对数（指数刻度，从 0 开始） + /** 拟合分布的每个 bin 期望计数，用于绘制横虚线标识（如指数噪声拟合） */ + fitExpectedCounts?: number[]; + /** 是否叠加 prob 曲线（共用 x 轴，左侧新 y 轴 0–1） */ + showProbCurve?: boolean; + /** 曲线数据：x=raw_score_normed，y=prob（0–1），P(signal) 按 findSignalThreshold 的 bin 分块估计，(obs-exp)/obs */ + probCurveData?: { x: number[]; y: number[] }; + /** 信号阈值竖线：归一化分数，用于 raw_score_normed 直方图 */ + signalThreshold?: number | null; + /** 信号阈值对应的分位数（0–100），用于 label 显示 τ = pXX */ + signalThresholdPercentile?: number | null; +} + + +export type HistogramBinClickEvent = { + binIndex: number; + x0: number; + x1: number; + data: number[]; + no_bins: number; // 直方图的bin数量 + source?: string; // 直方图标识，用于区分不同的直方图实例 +} + +export class Histogram extends VComponent<HistogramData> { + protected _current = { + selectedBinIndex: null as number | null // 当前选中的bin索引 + }; + protected css_name = 'HistogramX'; + protected options = { + width: 200, + height: 150, + margin_top: 10, + margin_bottom: 21, + numberFormat: d3.format('.3') + }; + static events = { + binClicked: 'histogram-bin-clicked' + }; + + constructor(d3Parent: D3Sel, eventHandler?: SimpleEventHandler, options: {} = {}) { + super(d3Parent, eventHandler); + this.superInitSVG(options, ['bg', 'main', 'box', 'fg']); + this._init(); + } + + protected _init() { + const op = this.options; + + this.parent.attrs({ + width: op.width, + height: op.height, + viewBox: `0 0 ${op.width} ${op.height}`, + preserveAspectRatio: 'xMidYMid meet' + }); + + this.layers.bg.append('g') + .attr('class', 'y-axis') + .attr('transform', `translate(${op.width - 33},0)`) + + this.layers.bg.append('g') + .attr('class', 'y-axis-prob') + + // 背景面板：避免柱体与整体页面纯白背景混淆 + this.layers.bg.insert('rect', ':first-child') + .attr('class', 'panel-bg') + .attr('x', -12) // 进一步向左扩展，形成更大留白 + .attr('y', 0) + .attr('width', op.width + 12) + .attr('height', op.height) + .attr('rx', 6) + .attr('ry', 6) + .style('fill', 'transparent'); + + this.layers.bg.append('g') + .attr('class', 'x-axis') + .attr('transform', `translate(0,${op.height - op.margin_bottom + 0.5})`) + + } + + protected _render(rD: HistogramData): void { + const op = this.options; + + // extent 解析：'auto' 等价于 ['auto','auto']，支持双边独立配置 + const [loSpec, hiSpec]: [HistogramExtentBound, HistogramExtentBound] = + rD.extent === 'auto' ? ['auto', 'auto'] : rD.extent; + const finite = rD.data.filter((d) => typeof d === 'number' && isFinite(d)); + const [dataLo, dataHi] = finite.length > 0 + ? (d3.extent(finite) as [number, number]) + : [0, 1]; + const fallbackLo = finite.length <= 1 ? dataLo - 0.5 : dataLo; + const fallbackHi = finite.length <= 1 ? dataHi + 0.5 : dataHi; + const lo = loSpec === 'auto' ? fallbackLo : loSpec; + const hi = hiSpec === 'auto' ? fallbackHi : hiSpec; + const extent: [number, number] = lo > hi ? [lo, lo] : [lo, hi]; + + // 计算bin宽度 + const binWidth = (extent[1] - extent[0]) / rD.no_bins; + + // 超出上下界的按照对应bin的中心值处理 + const values = rD.data.map(d => +d) + .filter(d => isFinite(d)) + .map(d => { + if (d >= extent[1]) { + // 超出或等于上界：映射到最后一个bin的中心值，避免d3.bin()为等于extent[1]的值创建额外的[19,19]bin + return extent[1] - 0.5 * binWidth; + } else if (d <= extent[0]) { + // 超出或等于下界：映射到第一个bin的中心值，避免d3.bin()为等于extent[0]的值创建额外的[0,0]bin + return extent[0] + 0.5 * binWidth; + } + return d; + }); + + // 如果指定了 extent，确保使用 extent 作为 domain，而不是 nice() 调整后的 domain + // 这样可以保证 extent 的上限被正确使用，即使数据被截断了 + // 使用 extent 作为 domain，确保范围正确 + const padding = { left: rD.showProbCurve ? 35 : 10, right: 35 }; + let valueScale = d3.scaleLinear().domain([extent[0], extent[1]]).range([padding.left, op.width - padding.right]); + + const hasAverageValue = typeof rD.averageValue === 'number' && Number.isFinite(rD.averageValue); + const clampedAverage = hasAverageValue + ? Math.min(Math.max(rD.averageValue as number, extent[0]), extent[1]) + : null; + const averageX = hasAverageValue && clampedAverage !== null + ? valueScale(clampedAverage) + : null; + + const hasP90Value = typeof rD.p90Value === 'number' && Number.isFinite(rD.p90Value); + const clampedP90 = hasP90Value + ? Math.min(Math.max(rD.p90Value as number, extent[0]), extent[1]) + : null; + const p90X = hasP90Value && clampedP90 !== null + ? valueScale(clampedP90) + : null; + + // 统一的阈值生成逻辑：生成有限数阈值，两侧bin自动包含超出范围的值 + // no_bins 是必选参数，直接使用等宽bin + // thresholds 长度应该是 no_bins - 1，从 extent[0]+binWidth 开始，比如[0,10]，10个bin，则thresholds长度为9，分别是1..9，不包括0和10 + const thresholds = Array.from({ length: rD.no_bins - 1 }, (_, i) => extent[0] + (i + 1) * binWidth); + + // 设置domain确保边界严格按照extent划分，而不是实际的数据最大值和最小值 + const histo = d3.bin() + .domain(<[number, number]>[extent[0], extent[1]]) + .thresholds(thresholds)(values); + + // 安全检查：确保 histo 不为空且 maxCount 有效 + let maxCount = histo.length > 0 ? d3.max(histo, h => h.length) : 0; + if (!isFinite(maxCount) || maxCount === null || maxCount === undefined) { + console.warn('Invalid maxCount for histogram:', maxCount); + maxCount = 1; + } + if (rD.fitExpectedCounts && rD.fitExpectedCounts.length > 0) { + const fitMax = d3.max(rD.fitExpectedCounts) ?? 0; + if (isFinite(fitMax) && fitMax > maxCount) maxCount = fitMax; + } + + const useSqrt = rD.yScaleType === 'sqrt'; + const useLog = rD.yScaleType === 'log'; + const countScale = useLog + ? d3.scaleSymlog().domain([0, Math.max(1, maxCount)]).range([op.height - op.margin_bottom, op.margin_top]) + : useSqrt + ? d3.scaleSqrt().domain([0, maxCount]).range([op.height - op.margin_bottom, op.margin_top]) + : d3.scaleLinear().domain([0, maxCount]).nice().range([op.height - op.margin_bottom, op.margin_top]); + + // 与 d3 scaleBand 一致：bandwidth = step * (1 - paddingInner)，gap = step * paddingInner + // no_bins=20 时 barWidth:gap ≈ 2.875:1 → paddingInner ≈ 0.258 + const PADDING_INNER = 0.15; + const adjustWidth = (step: number) => { + if (!isFinite(step) || step <= 0) return 0; + return step * (1 - PADDING_INNER); + }; + + const getBandWidth = (d: d3.Bin<number, number>) => valueScale(d.x1) - valueScale(d.x0); + const getBarCenterX = (d: d3.Bin<number, number>) => { + const x0 = valueScale(d.x0); + const x1 = valueScale(d.x1); + const width = adjustWidth(x1 - x0); + const center = (isFinite(x0) ? x0 : 0) + 0.5 * (isFinite(width) ? width : 1); + return isFinite(center) ? center : 0; + }; + + const bars = this.layers.main.selectAll('.bar').data(histo) + .join('rect') + .attr('class', 'bar') + .attrs({ + x: d => { + const bandWidth = getBandWidth(d); + const barWidth = adjustWidth(bandWidth); + const base = valueScale(d.x0); + const offset = 0.5 * (bandWidth - barWidth); + const x = base + offset; + return isFinite(x) ? x : 0; + }, + y: d => { + const y = countScale(d.length); + return isFinite(y) ? y : op.height - op.margin_bottom; + }, + width: d => { + const w = adjustWidth(getBandWidth(d)); + return isFinite(w) && w > 0 ? w : 1; + }, + height: d => { + if (d.length === 0) return 0; + const h = op.height - op.margin_bottom - countScale(d.length); + return isFinite(h) && h > 0 ? h : 1; + }, + }) + .style('fill', d => { + // 统一使用bin的中间值计算颜色 + const colorValue = (d.x0 + d.x1) / 2; + return rD.colorScale(colorValue); + }) + .style('stroke', (d, i) => { + // 如果这个bin被选中，添加蓝色边框 + return this._current.selectedBinIndex === i ? '#2a9eff' : 'none'; + }) + .style('stroke-width', (d, i) => { + return this._current.selectedBinIndex === i ? '3' : '0'; + }) + .style('filter', (d, i) => { + // 为选中的bin添加发光效果 + return this._current.selectedBinIndex === i ? 'drop-shadow(0 0 6px rgba(42, 158, 255, 0.8))' : 'none'; + }); + + // 拟合分布横虚线：每个 bin 上标识期望计数，宽度与柱体对齐 + const fitData = rD.fitExpectedCounts && rD.fitExpectedCounts.length === histo.length + ? histo.map((d, i) => { + const bandWidth = getBandWidth(d); + const barWidth = adjustWidth(bandWidth); + const base = valueScale(d.x0); + const x1 = base + 0.5 * (bandWidth - barWidth); + return { x1, x2: x1 + barWidth, y: countScale(Math.max(0, rD.fitExpectedCounts![i])) }; + }) + : []; + this.layers.main.selectAll('.fit-overlay-line').data(fitData) + .join('line') + .attr('class', 'fit-overlay-line') + .attrs({ + x1: d => d.x1, + x2: d => d.x2, + y1: d => d.y, + y2: d => d.y, + }) + .style('stroke', 'var(--fit-line-color, #999)') + .style('stroke-width', 1) + .style('stroke-dasharray', '1,1'); + + const avgMarkerData = averageX !== null && Number.isFinite(averageX) + ? [{ x: averageX, value: rD.averageValue as number }] + : []; + + this.layers.fg.selectAll('.avg-line').data(avgMarkerData) + .join('line') + .attr('class', 'avg-line') + .attrs({ + x1: d => d.x, + x2: d => d.x, + y1: op.margin_top + 4, + y2: op.height - op.margin_bottom + }) + .style('stroke', 'var(--avg-line-color, #8c8c8c)') + .style('stroke-width', 1.5) + .style('stroke-dasharray', '4,3'); + + this.layers.fg.selectAll('.avg-marker-label').data(avgMarkerData) + .join('text') + .attr('class', 'avg-marker-label sizeLabel') + .attr('text-anchor', 'middle') + .attr('x', d => d.x) + .attr('y', op.margin_top) + .text('avg'); + + const avgLabelData = (typeof rD.averageValue === 'number' && Number.isFinite(rD.averageValue)) ? [rD.averageValue] : []; + this.layers.fg.selectAll('.avg-label').data(avgLabelData) + .join('text') + .attr('class', 'avg-label sizeLabel') + .attr('text-anchor', 'end') + .attr('x', op.width * 0.75) + .attr('y', Math.max(12, op.margin_top - 2)) + .text(value => { + const suffix = rD.averageLabel ? ` ${rD.averageLabel}` : ''; + return `avg = ${averageNumberFormat(value)}${suffix}`; + }); + + const p90MarkerData = p90X !== null && Number.isFinite(p90X) + ? [{ x: p90X, value: rD.p90Value as number }] + : []; + + this.layers.fg.selectAll('.p90-line').data(p90MarkerData) + .join('line') + .attr('class', 'p90-line') + .attrs({ + x1: d => d.x, + x2: d => d.x, + y1: op.margin_top + 4, + y2: op.height - op.margin_bottom + }) + .style('stroke', 'var(--p90-line-color, #8c8c8c)') + .style('stroke-width', 1.5) + .style('stroke-dasharray', '4,3'); + + this.layers.fg.selectAll('.p90-marker-label').data(p90MarkerData) + .join('text') + .attr('class', 'p90-marker-label sizeLabel') + .attr('text-anchor', 'middle') + .attr('x', d => d.x) + .attr('y', op.margin_top) + .text('p90'); + + const hasSignalThreshold = typeof rD.signalThreshold === 'number' && Number.isFinite(rD.signalThreshold); + const clampedSignalThreshold = hasSignalThreshold + ? Math.min(Math.max(rD.signalThreshold as number, extent[0]), extent[1]) + : null; + const signalThresholdX = hasSignalThreshold && clampedSignalThreshold !== null + ? valueScale(clampedSignalThreshold) + : null; + + const signalThresholdMarkerData = signalThresholdX !== null && Number.isFinite(signalThresholdX) + ? [{ x: signalThresholdX, value: rD.signalThreshold as number, percentile: rD.signalThresholdPercentile }] + : []; + + this.layers.fg.selectAll('.signal-threshold-line').data(signalThresholdMarkerData) + .join('line') + .attr('class', 'signal-threshold-line') + .attrs({ + x1: d => d.x, + x2: d => d.x, + y1: op.margin_top + 4, + y2: op.height - op.margin_bottom + }) + .style('stroke', 'var(--signal-threshold-line-color, #e74c3c)') + .style('stroke-width', 1.5) + .style('stroke-dasharray', '3,2'); + + this.layers.fg.selectAll('.signal-threshold-marker-label').data(signalThresholdMarkerData) + .join('text') + .attr('class', 'signal-threshold-marker-label sizeLabel') + .attr('text-anchor', 'middle') + .attr('x', d => d.x) + .attr('y', op.margin_top) + .text(d => typeof d.percentile === 'number' ? `τ = p${d.percentile}` : 'τ'); + + const p90LabelData = (typeof rD.p90Value === 'number' && Number.isFinite(rD.p90Value)) ? [rD.p90Value] : []; + const p90LabelY = avgLabelData.length > 0 ? Math.max(24, op.margin_top + 10) : Math.max(12, op.margin_top - 2); + this.layers.fg.selectAll('.p90-label').data(p90LabelData) + .join('text') + .attr('class', 'p90-label sizeLabel') + .attr('text-anchor', 'end') + .attr('x', op.width * 0.75) + .attr('y', p90LabelY) + .text(value => { + const suffix = rD.p90Label ? ` ${rD.p90Label}` : ''; + return `p90 = ${averageNumberFormat(value)}${suffix}`; + }); + + const labelData = histo.filter(bin => bin.length > 0); + const labelAngle = -24; // 向左上倾斜 + const totalCount = values.length; // 总数据点数量 + + // 格式化百分比：大于1%时2位有效数字，否则1位有效数字 + const formatPercentage = (count: number, total: number): string => { + const percentage = (count / total * 100); + if (percentage > 1) { + // > 1%: 2位有效数字，如 25%, 2.5% + const formatted = Number(percentage.toPrecision(2)); + return `${formatted}%`; + } else { + // <= 1%: 1位有效数字，如 0.2%, 0.02% + const formatted = Number(percentage.toPrecision(1)); + return `${formatted}%`; + } + }; + + this.layers.fg.selectAll('.bar-label').data(labelData) + .join('text') + .attr('class', 'bar-label sizeLabel') + .attr('text-anchor', 'middle') + .attr('transform', d => { + const x = getBarCenterX(d); + const y = countScale(d.length) - 4; + const safeY = isFinite(y) ? y : op.margin_top; + return `translate(${x},${safeY}) rotate(${labelAngle})`; + }) + .text(d => { + // 获取当前bin的索引 + const binIndex = histo.findIndex(bin => bin.x0 === d.x0 && bin.x1 === d.x1); + // 如果这个bin被选中，显示数量，否则显示百分比 + if (this._current.selectedBinIndex === binIndex) { + return d.length; + } else { + return formatPercentage(d.length, totalCount); + } + }) + .style('cursor', 'pointer'); + + // 添加更大的透明悬停区域 + const hoverAreas = this.layers.main.selectAll('.hover-area').data(histo) + .join('rect') + .attr('class', 'hover-area') + .attrs({ + x: d => { + const x = valueScale(d.x0); + return isFinite(x) ? x : 0; + }, + y: op.margin_top, // 从顶部开始 + width: d => { + const w = adjustWidth(valueScale(d.x1) - valueScale(d.x0)); + return isFinite(w) && w > 0 ? w : 1; + }, + height: op.height - op.margin_bottom - op.margin_top, // 覆盖整个图表高度 + }) + .style('fill', 'transparent') // 透明 + .style('pointer-events', 'all') // 确保能接收鼠标事件 + .style('cursor', 'pointer') // 添加指针光标 + .on('mouseenter', (event, d) => { + // 鼠标悬浮时，更新对应的label显示数量 + const binIndex = histo.findIndex(bin => bin.x0 === d.x0 && bin.x1 === d.x1); + this.layers.fg.selectAll('.bar-label') + .filter((labelD: any, i: number) => { + const labelBinIndex = histo.findIndex(bin => bin.x0 === labelD.x0 && bin.x1 === labelD.x1); + return labelBinIndex === binIndex; + }) + .text(d.length); + }) + .on('mouseleave', (event, d) => { + // 鼠标离开时，如果该bin未被选中，恢复显示百分比 + const binIndex = histo.findIndex(bin => bin.x0 === d.x0 && bin.x1 === d.x1); + if (this._current.selectedBinIndex !== binIndex) { + this.layers.fg.selectAll('.bar-label') + .filter((labelD: any, i: number) => { + const labelBinIndex = histo.findIndex(bin => bin.x0 === labelD.x0 && bin.x1 === labelD.x1); + return labelBinIndex === binIndex; + }) + .text((labelD: any) => formatPercentage(labelD.length, totalCount)); + } + }) + .on('click', (event, d) => { + // 阻止事件冒泡，避免触发body的点击事件清除高亮 + event.stopPropagation(); + + // 使用数据绑定的索引，更可靠 + const binIndex = histo.findIndex(bin => bin.x0 === d.x0 && bin.x1 === d.x1); + + // Toggle模式：如果点击已选中的bin，则取消选中 + if (this._current.selectedBinIndex === binIndex) { + this._current.selectedBinIndex = null; + // 重新渲染以清除高亮效果 + this._render(this.renderData); + // 获取parent的id作为source标识 + const sourceId = this.parent.attr('id') || this.parent.node()?.id || ''; + // 触发点击事件，传递null表示取消选中 + this.eventHandler.trigger(Histogram.events.binClicked, <HistogramBinClickEvent>{ + binIndex: -1, // -1表示取消选中 + x0: d.x0, + x1: d.x1, + data: d, + no_bins: rD.no_bins, + source: sourceId + }); + } else { + // 更新选中的bin索引 + this._current.selectedBinIndex = binIndex >= 0 ? binIndex : null; + // 重新渲染以显示高亮效果 + this._render(this.renderData); + // 获取parent的id作为source标识 + const sourceId = this.parent.attr('id') || this.parent.node()?.id || ''; + // 触发点击事件 + this.eventHandler.trigger(Histogram.events.binClicked, <HistogramBinClickEvent>{ + binIndex: binIndex >= 0 ? binIndex : 0, + x0: d.x0, + x1: d.x1, + data: d, + no_bins: rD.no_bins, + source: sourceId + }); + } + }); + + + const yAxis = d3.axisRight(countScale) + .tickFormat(useLog ? d3.format('.0f') : op.numberFormat); + if (useSqrt || useLog) yAxis.tickValues(getNonLinearTickValues(maxCount, 10)); + this.layers.bg.select('.y-axis').call(<any>yAxis); + + const tickValues = [extent[0], ...thresholds, extent[1]]; + const tickSkip = rD.xAxisTickSkip ?? 0; + + // Custom tick format: 根据 showLeftInfinity/showRightInfinity 决定是否显示 ±∞ + // xAxisTickSkip：减少刻度标签密度；xAxisTickRound：true 时按 step 对齐过滤，false 时按索引跳过 + const xAxisTickFormat = (d: number) => { + if (rD.showLeftInfinity && Math.abs(d - extent[0]) < 0.001) return '-∞'; + if (rD.showRightInfinity && Math.abs(d - extent[1]) < 0.001) return '∞'; + + if (tickSkip > 0) { + if (rD.xAxisTickRound) { + const step = (tickSkip + 1) * binWidth; + if (Math.abs(d / step - Math.round(d / step)) > 1e-9) return ''; + } else { + const idx = tickValues.findIndex((t) => Math.abs(t - d) < 1e-9 * (Math.abs(d) + 1)); + if (idx >= 0 && idx % (tickSkip + 1) !== 0) return ''; + } + } + + return op.numberFormat(d); + }; + + const xAxis = d3.axisBottom(valueScale) + .tickFormat(xAxisTickFormat) + .tickValues(tickValues); + this.layers.bg.select('.x-axis').call(<any>xAxis); + + const hasProbCurve = rD.showProbCurve && rD.probCurveData && rD.probCurveData.x.length > 0; + if (hasProbCurve) { + const probYScale = d3.scaleLinear() + .domain([0, 1]) + .range([op.height - op.margin_bottom, op.margin_top]); + + const probPoints: { x: number; y: number }[] = rD.probCurveData!.x.map((x, i) => ({ x, y: rD.probCurveData!.y[i] ?? 0 })); + const probLine = d3.line<{ x: number; y: number }>() + .x(d => valueScale(d.x)) + .y(d => probYScale(d.y)) + .curve(d3.curveLinear); + + this.layers.fg.selectAll('.prob-curve').data([probPoints]) + .join('path') + .attr('class', 'prob-curve') + .attr('d', probLine) + .style('fill', 'none') + .style('stroke', 'var(--prob-curve-color, rgba(160,200,255,0.85))') + .style('stroke-width', 1.5) + .style('pointer-events', 'none'); + + const probAxis = d3.axisLeft(probYScale) + .ticks(5) + .tickFormat(d3.format('.1f')); + this.layers.bg.select('.y-axis-prob') + .attr('transform', `translate(${padding.left},0)`) + .call(<any>probAxis); + + this.layers.bg.selectAll('.prob-curve-axis-label').data([1]) + .join('text') + .attr('class', 'prob-curve-axis-label sizeLabel') + .attr('text-anchor', 'middle') + .attr('transform', `translate(8,${(op.height - op.margin_bottom) / 2 + op.margin_top}) rotate(-90)`) + .text(tr('signal ratio')); + + } else { + this.layers.fg.selectAll('.prob-curve').remove(); + this.layers.bg.select('.y-axis-prob').selectAll('*').remove(); + this.layers.bg.selectAll('.prob-curve-axis-label').remove(); + } + + } + + protected _wrangle(data) { + return data; + } + + /** + * 设置选中的bin索引 + * @param binIndex bin索引，如果为null则清除选中状态 + */ + setSelectedBin(binIndex: number | null) { + this._current.selectedBinIndex = binIndex; + // 重新渲染以显示高亮效果 + if (this.renderData) { + this._render(this.renderData); + } + } + + /** + * 清除选中状态 + */ + clearSelection() { + this.setSelectedBin(null); + } + +} \ No newline at end of file diff --git a/client/src/ts/vis/RenderAnimator.ts b/client/src/ts/vis/RenderAnimator.ts new file mode 100644 index 0000000000000000000000000000000000000000..6a045dd12f192feeed1306d992ff1723142bca99 --- /dev/null +++ b/client/src/ts/vis/RenderAnimator.ts @@ -0,0 +1,146 @@ +/** + * 渲染动画器 - 独立的动态渲染模块 + * 提供分批渲染和顺序动画效果（颜色瞬间变化，但按顺序从上到下显示），不影响主干代码 + */ + +export interface TokenRenderTask { + tokenObj: any; + index: number; + offset: [number, number]; +} + +export interface RenderCallback { + (task: TokenRenderTask, containerText: string, rd: any): void; +} + +export interface RenderAnimatorOptions { + /** 是否启用动画渲染 */ + enabled?: boolean; + /** 每批处理的token数量（根据总数动态调整） */ + batchSize?: number | ((totalTokens: number) => number); + /** 每批之间的延迟（毫秒）- 控制渲染速度，值越大越慢 */ + delayBetweenBatches?: number; +} + +/** + * 渲染动画器类 + * 提供分批渲染和顺序动画功能（颜色瞬间变化，按顺序从上到下显示） + */ +export class RenderAnimator { + private options: Required<RenderAnimatorOptions>; + + constructor(options: RenderAnimatorOptions = {}) { + this.options = { + enabled: options.enabled ?? true, + batchSize: options.batchSize ?? 32, // 初始批次大小，后续会每次加倍 + delayBetweenBatches: options.delayBetweenBatches ?? 8, + }; + } + + /** + * 执行动画渲染 + * @param tasks token渲染任务数组（应该按从后往前的顺序） + * @param containerText 容器文本 + * @param rd 分析结果数据 + * @param renderCallback 渲染回调函数 + * @param baseNode 容器DOM节点（用于查找token元素） + * @returns Promise，渲染完成后resolve + */ + public async renderWithAnimation( + tasks: TokenRenderTask[], + containerText: string, + rd: any, + renderCallback: RenderCallback, + baseNode?: Node + ): Promise<void> { + if (!this.options.enabled || tasks.length === 0) { + // 如果禁用动画或没有任务，直接同步渲染 + tasks.forEach(task => { + renderCallback(task, containerText, rd); + }); + return; + } + + const totalTokens = tasks.length; + // 获取初始批次大小 + const initialBatchSize = typeof this.options.batchSize === 'function' + ? this.options.batchSize(totalTokens) + : this.options.batchSize; + + // 第一步：先按从后往前的顺序同步渲染所有token（避免Range跨越问题） + // 但保持它们为透明状态（不添加动画类） + for (let i = tasks.length - 1; i >= 0; i--) { + renderCallback(tasks[i], containerText, rd); + } + + // 第二步：按从前往后的顺序（从上到下）分批添加动画效果 + // 批次大小每次加倍，形成越来越快的视觉效果 + let currentIndex = 0; + let currentBatchSize = initialBatchSize; + + // 第一批处理之前也添加延迟 + await new Promise(resolve => setTimeout(resolve, this.options.delayBetweenBatches)); + + while (currentIndex < tasks.length) { + const batch: TokenRenderTask[] = []; + // 收集当前批次的token（从前往后） + const actualBatchSize = Math.min(currentBatchSize, tasks.length - currentIndex); + for (let j = 0; j < actualBatchSize; j++) { + batch.push(tasks[currentIndex + j]); + } + + // 为当前批次的token瞬间设置颜色（按顺序从上到下） + this.animateBatch(batch.map(t => t.index), baseNode); + + // 更新索引 + currentIndex += actualBatchSize; + + // 如果不是最后一批，等待一段时间再处理下一批，并将批次大小乘以1.5（取整） + if (currentIndex < tasks.length) { + await new Promise(resolve => setTimeout(resolve, this.options.delayBetweenBatches)); + currentBatchSize = Math.floor(currentBatchSize * 1.5); // 批次大小乘以1.5并取整，形成加速效果 + } + } + } + + /** + * 为一批token瞬间设置颜色（无过渡动画，只有顺序效果） + * @param tokenIndices token索引数组 + * @param baseNode 容器DOM节点 + */ + private animateBatch(tokenIndices: number[], baseNode?: Node): void { + if (!baseNode) return; + + // 使用requestAnimationFrame确保DOM已更新 + requestAnimationFrame(() => { + tokenIndices.forEach(tokenIndex => { + const tokenElement = (baseNode as Element).querySelector(`[data-token-index="${tokenIndex}"]`) as HTMLElement; + if (tokenElement) { + // 从data属性读取目标颜色 + const targetColor = tokenElement.getAttribute('data-target-color'); + if (targetColor) { + // 确保没有过渡动画，颜色瞬间变化 + tokenElement.style.transition = 'none'; + // 瞬间设置目标背景色 + tokenElement.style.backgroundColor = targetColor; + } + } + }); + }); + } + + /** + * 设置是否启用动画 + */ + public setEnabled(enabled: boolean): void { + this.options.enabled = enabled; + } + + /** + * 获取是否启用动画 + */ + public isEnabled(): boolean { + return this.options.enabled; + } +} + diff --git a/client/src/ts/vis/ResizeHandler.ts b/client/src/ts/vis/ResizeHandler.ts new file mode 100644 index 0000000000000000000000000000000000000000..3219197322c410c1293e03f203ed4ff8e2778602 --- /dev/null +++ b/client/src/ts/vis/ResizeHandler.ts @@ -0,0 +1,178 @@ +/** + * Resize处理器 + * 负责监听容器大小变化并智能更新SVG位置 + */ + +// todo: 接口设计评审改进 +export interface ResizeHandlerOptions { + /** 快速变化阈值（毫秒） */ + rapidResizeThresholdMs?: number; + /** 快速变化计数阈值 */ + rapidResizeCountThreshold?: number; + /** 防抖时间（毫秒） */ + resizeDebounceMs?: number; + /** 位置更新回调 */ + onPositionUpdate: () => void; + /** 获取当前SVG元素 */ + getCurrentSvg: () => SVGSVGElement | undefined; + /** 过渡开始回调（快速resize时调用） */ + onTransitionStart?: () => void; +} + +export class ResizeHandler { + private resizeObserver?: ResizeObserver; + private baseNode: HTMLElement; + private options: Required<Omit<ResizeHandlerOptions, 'onPositionUpdate' | 'getCurrentSvg'>> & Pick<ResizeHandlerOptions, 'onPositionUpdate' | 'getCurrentSvg'>; + + // 智能检测相关状态 + private lastResizeTime = 0; + private resizeEventCount = 0; + private resizeEndTimer?: number; + private positionUpdateTimer?: number; + + constructor(baseNode: HTMLElement, options: ResizeHandlerOptions) { + this.baseNode = baseNode; + this.options = { + rapidResizeThresholdMs: options.rapidResizeThresholdMs ?? 100, + rapidResizeCountThreshold: options.rapidResizeCountThreshold ?? 3, + resizeDebounceMs: options.resizeDebounceMs ?? 100, + onPositionUpdate: options.onPositionUpdate, + getCurrentSvg: options.getCurrentSvg, + onTransitionStart: options.onTransitionStart, + }; + } + + /** + * 设置ResizeObserver，监听容器大小变化并更新SVG rect位置 + */ + setup(): void { + // 如果已经设置了，就不重复设置 + if (this.resizeObserver) { + return; + } + + // 创建ResizeObserver，使用智能检测 + this.resizeObserver = new ResizeObserver((entries) => { + const now = Date.now(); + const timeSinceLastResize = now - this.lastResizeTime; + + // 检测是否是快速连续变化（过渡中） + const isRapidChange = timeSinceLastResize < this.options.rapidResizeThresholdMs; + + if (isRapidChange) { + // 快速连续变化，增加计数 + this.resizeEventCount++; + } else { + // 不是快速连续变化，重置计数 + this.resizeEventCount = 1; + } + + this.lastResizeTime = now; + + // 判断是否是"过渡中"（快速连续变化） + const isInTransition = this.resizeEventCount >= this.options.rapidResizeCountThreshold; + + if (isInTransition) { + this.handleRapidResize(); + } else { + this.handleSingleResize(); + } + }); + + // 开始观察容器 + this.resizeObserver.observe(this.baseNode); + } + + /** + * 处理快速连续变化（过渡中） + */ + private handleRapidResize(): void { + const svg = this.options.getCurrentSvg(); + + // 过渡中：隐藏SVG，等待稳定后更新 + if (svg && svg.style.opacity !== '0') { + svg.style.opacity = '0'; + svg.style.pointerEvents = 'none'; + } + + // 调用过渡开始回调（隐藏minimap等） + if (this.options.onTransitionStart) { + this.options.onTransitionStart(); + } + + // 取消待处理的位置更新 + if (this.positionUpdateTimer !== undefined) { + cancelAnimationFrame(this.positionUpdateTimer); + this.positionUpdateTimer = undefined; + } + + // 取消之前的结束检测 + if (this.resizeEndTimer !== undefined) { + clearTimeout(this.resizeEndTimer); + } + + // 设置结束检测：RESIZE_DEBOUNCE_MS 没有新事件则认为结束 + this.resizeEndTimer = window.setTimeout(() => { + this.resizeEventCount = 0; // 重置计数 + + // 立即更新位置 + this.options.onPositionUpdate(); + + // 显示SVG + const svg = this.options.getCurrentSvg(); + if (svg) { + svg.style.opacity = '1'; + svg.style.pointerEvents = ''; + } + + this.resizeEndTimer = undefined; + }, this.options.resizeDebounceMs); + } + + /** + * 处理单次变化（如字体改变） + */ + private handleSingleResize(): void { + // 单次变化：直接更新，不隐藏 + // 取消之前的结束检测（如果有） + if (this.resizeEndTimer !== undefined) { + clearTimeout(this.resizeEndTimer); + this.resizeEndTimer = undefined; + } + + // 取消待处理的位置更新 + if (this.positionUpdateTimer !== undefined) { + cancelAnimationFrame(this.positionUpdateTimer); + } + + // 立即更新位置（使用 requestAnimationFrame 确保不阻塞） + this.positionUpdateTimer = requestAnimationFrame(() => { + this.options.onPositionUpdate(); + this.positionUpdateTimer = undefined; + }); + } + + /** + * 清理资源：停止ResizeObserver并清理定时器 + */ + destroy(): void { + // 清理ResizeObserver + if (this.resizeObserver) { + this.resizeObserver.disconnect(); + this.resizeObserver = undefined; + } + + // 取消待处理的位置更新 + if (this.positionUpdateTimer !== undefined) { + cancelAnimationFrame(this.positionUpdateTimer); + this.positionUpdateTimer = undefined; + } + + // 取消resize结束检测定时器 + if (this.resizeEndTimer !== undefined) { + clearTimeout(this.resizeEndTimer); + this.resizeEndTimer = undefined; + } + } +} + diff --git a/client/src/ts/vis/ScatterPlot.ts b/client/src/ts/vis/ScatterPlot.ts new file mode 100644 index 0000000000000000000000000000000000000000..68b7a69786b264d85d3e64d91bec297dadd992c7 --- /dev/null +++ b/client/src/ts/vis/ScatterPlot.ts @@ -0,0 +1,447 @@ +import { VComponent } from "./VisComponent"; +import { D3Sel } from "../utils/Util"; +import { SimpleEventHandler } from "../utils/SimpleEventHandler"; +import { getSemanticSimilarityColor } from "../utils/SurprisalColorConfig"; +import { HIGHLIGHT_CONSTANTS } from "./constants"; +import * as d3 from "d3"; + +/** 水平线段：x0/x1 为 x 轴范围，y 为 y 轴值（如 chunk 匹配度） */ +export type ChunkLine = { x0: number; x1: number; y: number }; + +export type ScatterPlotData = { + /** 原始数组（x=索引）或显式点数组 */ + data: number[] | Array<{ x: number; y: number }>; + xLabel?: string; + yLabel?: string; + extent?: { x?: [number, number]; y?: [number, number] }; + scatterColor?: string; + lineColor?: string; + /** 是否绘制移动平均线，默认 true */ + showMovingAverage?: boolean; + /** 可选：chunk 匹配线，每段起点 x0、终点 x1、y 为匹配度 */ + chunkLines?: ChunkLine[]; + /** 可选：固定阈值线，y 轴值，每次分析固定 */ + thresholdLine?: number; + /** 为 true 且存在 chunkLines 时，绘制与直方图类似的悬停区、标签与点击（match score 专用） */ + chunkInteraction?: boolean; +} + +export type ScatterChunkClickEvent = { + chunkIndex: number; + x0: number; + x1: number; + matchDegree: number; + totalChunks: number; + source?: string; +}; + +type Point = { + x: number, + y: number +} + +type RenderData = { + scatterPoints: Point[]; + movingAverageLine: Point[]; + chunkLines: ChunkLine[]; + chunkInteraction: boolean; + thresholdLine?: number; + extent?: { x?: [number, number]; y?: [number, number] }; + xLabel?: string; + yLabel?: string; + scatterColor?: string; + lineColor?: string; + showMovingAverage: boolean; +} + +/** 与直方图 bar-label 一致的百分比格式 */ +function formatPercentage(count: number, total: number): string { + const percentage = (count / total * 100); + if (percentage > 1) { + const formatted = Number(percentage.toPrecision(2)); + return `${formatted}%`; + } + const formatted = Number(percentage.toPrecision(1)); + return `${formatted}%`; +} + +export class ScatterPlot extends VComponent<ScatterPlotData> { + protected css_name = 'ScatterPlotX'; + protected options = { + width: 400, + height: 200, + margin_top: 10, + margin_bottom: 21, + margin_left: 10, + margin_right: 35, + numberFormat: d3.format('.2f') + }; + protected _current: { selectedChunkX0: number | null; hoveredChunkX0: number | null } = { + selectedChunkX0: null, + hoveredChunkX0: null + }; + + static events = { + chunkClicked: 'scatter-chunk-clicked' + }; + + constructor(d3Parent: D3Sel, eventHandler?: SimpleEventHandler, options: {} = {}) { + super(d3Parent, eventHandler); + this.superInitSVG(options, ['bg', 'main', 'fg']); + this._init(); + } + + protected _init() { + const op = this.options; + + this.parent.attrs({ + width: op.width, + height: op.height, + viewBox: `0 0 ${op.width} ${op.height}`, + preserveAspectRatio: 'xMidYMid meet' + }); + + // 背景面板 + this.layers.bg.insert('rect', ':first-child') + .attr('class', 'panel-bg') + .attr('x', -12) + .attr('y', 0) + .attr('width', op.width + 12) + .attr('height', op.height) + .attr('rx', 6) + .attr('ry', 6) + .style('fill', 'transparent'); + + // Y轴 + this.layers.bg.append('g') + .attr('class', 'y-axis') + .attr('transform', `translate(${op.width - op.margin_right},0)`); + + // X轴 + this.layers.bg.append('g') + .attr('class', 'x-axis') + .attr('transform', `translate(0,${op.height - op.margin_bottom + 0.5})`); + } + + protected _wrangle(data: ScatterPlotData): RenderData { + const chunkInteraction = !!data.chunkInteraction; + const raw = data.data; + const isPoints = raw.length > 0 && typeof raw[0] === 'object' && 'x' in raw[0] && 'y' in raw[0]; + const scatterPoints: Point[] = isPoints + ? (raw as Array<{ x: number; y: number }>).slice(0, 10000) + : (raw as number[]).slice(0, 10000).map((y, i) => ({ x: i, y })); + + if (scatterPoints.length === 0) { + return { + scatterPoints: [], + movingAverageLine: [], + chunkLines: data.chunkLines ?? [], + chunkInteraction, + thresholdLine: data.thresholdLine, + extent: data.extent, + xLabel: data.xLabel, + yLabel: data.yLabel, + scatterColor: data.scatterColor, + lineColor: data.lineColor, + showMovingAverage: data.showMovingAverage ?? true + }; + } + + const showMovingAverage = data.showMovingAverage ?? true; + let movingAverage: Point[] = []; + if (showMovingAverage && !isPoints) { + const rawSurprisals = raw as number[]; + const T = rawSurprisals.length; + const movingAverageWindow = 32; + for (let i = 0; i < T; i++) { + const halfWindow = Math.floor(movingAverageWindow / 2); + const start = Math.max(0, i - halfWindow); + const end = Math.min(T, i + halfWindow + 1); + const windowTokens = rawSurprisals.slice(start, end); + const avg = windowTokens.reduce((sum, val) => sum + val, 0) / windowTokens.length; + movingAverage.push({ x: i, y: avg }); + } + } + + return { + scatterPoints, + movingAverageLine: movingAverage, + chunkLines: data.chunkLines ?? [], + chunkInteraction, + thresholdLine: data.thresholdLine, + extent: data.extent, + xLabel: data.xLabel, + yLabel: data.yLabel, + scatterColor: data.scatterColor, + lineColor: data.lineColor, + showMovingAverage + }; + } + + setSelectedChunk(x0: number | null): void { + this._current.selectedChunkX0 = x0; + if (x0 === null) this._current.hoveredChunkX0 = null; + if (this.renderData) { + this._render(this.renderData as RenderData); + } + } + + clearSelection(): void { + this.setSelectedChunk(null); + } + + protected _render(rd: RenderData): void { + const op = this.options; + + // 如果没有任何散点也没有 chunk 线，只保留一个最简占位：清空主图层后直接返回 + if (rd.scatterPoints.length === 0 && rd.chunkLines.length === 0) { + this.layers.main.selectAll('*').remove(); + this.layers.fg.selectAll('.chunk-match-label').remove(); + this.layers.fg.selectAll('.hover-area').remove(); + return; + } + + const allXValues = (() => { + const base = rd.showMovingAverage + ? [...rd.scatterPoints.map(d => d.x), ...rd.movingAverageLine.map(d => d.x)] + : rd.scatterPoints.map(d => d.x); + if (rd.chunkLines.length > 0) { + for (const c of rd.chunkLines) { + base.push(c.x0, c.x1); + } + } + return base; + })(); + const xExtent = rd.extent?.x ?? (d3.extent(allXValues) as [number, number]); + if (!xExtent || xExtent.length !== 2 || !isFinite(xExtent[0]) || !isFinite(xExtent[1]) || xExtent[0] >= xExtent[1]) { + const xMax = d3.max(allXValues) ?? 1; + xExtent[0] = 0; + xExtent[1] = Math.max(1, xMax); + } + + const yExtent: [number, number] = rd.extent?.y ?? [0, 20]; + + // semantic match per chunk progress：x=字符偏移，但希望 x 轴刻度显示为“全文位置百分比” + const showXAsPercent = !!rd.chunkInteraction; + const xDomainSpan = xExtent[1] - xExtent[0]; + const xAxisDefaultTickFormat = d3.format('d'); + const xAxisPercentTickFormat = (d: number) => { + if (!isFinite(xDomainSpan) || xDomainSpan <= 0) return xAxisDefaultTickFormat(d); + const pct = ((d - xExtent[0]) / xDomainSpan) * 100; + const clamped = Math.max(0, Math.min(100, pct)); + return `${Math.round(clamped)}%`; + }; + + // 创建比例尺 + const xScale = d3.scaleLinear() + .domain(xExtent) + .range([op.margin_left, op.width - op.margin_right]); + if (!showXAsPercent) xScale.nice(); + + const yScale = d3.scaleLinear() + .domain(yExtent) + .range([op.height - op.margin_bottom, op.margin_top]); + + if (rd.showMovingAverage && rd.movingAverageLine.length > 0) { + const line = d3.line<Point>() + .x(d => xScale(d.x)) + .y(d => yScale(d.y)) + .curve(d3.curveLinear); + this.layers.main.selectAll('.moving-average-line') + .data([rd.movingAverageLine]) + .join('path') + .attr('class', 'moving-average-line') + .attr('d', line) + .style('fill', 'none') + .style('stroke', rd.lineColor || '#ff6b6b') + .style('stroke-width', 2); + } else { + this.layers.main.selectAll('.moving-average-line').remove(); + } + + // 固定阈值线（灰色，横跨全 x 轴） + const thresholdData = rd.thresholdLine != null && isFinite(rd.thresholdLine) ? [rd.thresholdLine] : []; + this.layers.main.selectAll('.threshold-line') + .data(thresholdData) + .join('line') + .attr('class', 'threshold-line') + .attr('x1', xScale(xExtent[0])) + .attr('x2', xScale(xExtent[1])) + .attr('y1', d => yScale(d)) + .attr('y2', d => yScale(d)) + .style('stroke', '#999') + .style('stroke-width', 1) + .style('stroke-dasharray', '4,4') + .style('opacity', 0.5); + // chunk 匹配线（水平线段，y=匹配度，x0~x1=chunk 范围） + const selX0 = this._current.selectedChunkX0; + if (selX0 != null && !rd.chunkLines.some(c => c.x0 === selX0)) { + this._current.selectedChunkX0 = null; + } + const hovX0 = this._current.hoveredChunkX0; + if (hovX0 != null && !rd.chunkLines.some(c => c.x0 === hovX0)) { + this._current.hoveredChunkX0 = null; + } + const selectedX0 = this._current.selectedChunkX0; + const hoveredX0 = this._current.hoveredChunkX0; + + if (rd.chunkLines.length > 0) { + const chunkStrokeUnselected = () => getSemanticSimilarityColor(1); + const chunkStrokeFor = (d: ChunkLine) => + selectedX0 === d.x0 ? HIGHLIGHT_CONSTANTS.HIGHLIGHT_COLOR : chunkStrokeUnselected(); + /** 选中或悬停：加粗；仅选中时描边为蓝色 */ + const chunkLineEmphasized = (d: ChunkLine) => + selectedX0 === d.x0 || hoveredX0 === d.x0; + this.layers.main.selectAll<SVGLineElement, ChunkLine>('.chunk-line') + .data(rd.chunkLines, d => d.x0.toString()) + .join( + enter => enter.append('line') + .attr('class', 'chunk-line') + .attr('x1', d => xScale(d.x0)) + .attr('x2', d => xScale(d.x1)) + .attr('y1', d => yScale(d.y)) + .attr('y2', d => yScale(d.y)) + .style('stroke', d => chunkStrokeFor(d)) + .style('stroke-width', d => chunkLineEmphasized(d) ? 4 : 2) + .style('opacity', null) + .style('filter', null) + .style('pointer-events', 'none'), + update => update + .attr('x1', d => xScale(d.x0)) + .attr('x2', d => xScale(d.x1)) + .attr('y1', d => yScale(d.y)) + .attr('y2', d => yScale(d.y)) + .style('stroke', d => chunkStrokeFor(d)) + .style('stroke-width', d => chunkLineEmphasized(d) ? 4 : 2) + .style('opacity', null) + .style('filter', null) + ); + } else { + this.layers.main.selectAll('.chunk-line').remove(); + } + + // 渲染散点（后渲染，在线上方） + this.layers.main.selectAll('.scatter-point') + .data(rd.scatterPoints) + .join('circle') + .attr('class', 'scatter-point') + .attr('cx', d => xScale(d.x)) + .attr('cy', d => yScale(d.y)) + .attr('r', 1.5) + .style('fill', rd.scatterColor || '#70b0ff') + .style('opacity', 0.5) + + const xAxis = d3.axisBottom(xScale) + .tickFormat(showXAsPercent ? xAxisPercentTickFormat : xAxisDefaultTickFormat) + // 强制端点刻度出现（0%~100%），避免 d3 ticks 默认不包含边界 + .tickValues(showXAsPercent + ? [0, 25, 50, 75, 100].map(p => xExtent[0] + xDomainSpan * (p / 100)) + : undefined); + this.layers.bg.select('.x-axis') + .call(xAxis as any); + + const yAxisTicks = yExtent[1] <= 1 + ? [0, 0.25, 0.5, 0.75, 1] + : Array.from({ length: 11 }, (_, i) => i * 2); + const yAxisTickFormat = (d: number) => + yExtent[1] > 1 && Math.abs(d - 20) < 0.001 ? '∞' : op.numberFormat(d); + const yAxis = d3.axisRight(yScale) + .tickValues(yAxisTicks) + .tickFormat(yAxisTickFormat); + this.layers.bg.select('.y-axis') + .call(yAxis as any); + + const lines = rd.chunkLines; + const n = lines.length; + + if (rd.chunkInteraction && n > 0) { + const getChunkIndex = (d: ChunkLine) => lines.findIndex(c => c.x0 === d.x0 && c.x1 === d.x1); + const getCenterX = (d: ChunkLine) => { + const x0 = xScale(d.x0); + const x1 = xScale(d.x1); + return 0.5 * (x0 + x1); + }; + + this.layers.fg.selectAll<SVGTextElement, ChunkLine>('.chunk-match-label') + .data(lines, (d: ChunkLine) => d.x0.toString()) + .join('text') + .attr('class', 'chunk-match-label bar-label sizeLabel') + .attr('text-anchor', 'middle') + .attr('transform', d => { + const x = getCenterX(d); + const y = yScale(d.y) - 4; + const safeY = isFinite(y) ? y : op.margin_top; + return `translate(${x},${safeY})`; + }) + .text(d => + hoveredX0 === d.x0 ? formatPercentage(d.y * 100, 100) : '' + ) + .style('cursor', 'pointer'); + + const eventHandler = this.eventHandler; + const sourceId = this.parent.attr('id') || this.parent.node()?.id || ''; + + this.layers.fg.selectAll<SVGRectElement, ChunkLine>('.hover-area') + .data(lines, (d: ChunkLine) => d.x0.toString()) + .join('rect') + .attr('class', 'hover-area') + .attrs({ + x: d => { + const x = xScale(d.x0); + return isFinite(x) ? x : 0; + }, + y: op.margin_top, + width: d => { + const w = xScale(d.x1) - xScale(d.x0); + return isFinite(w) && w > 0 ? w : 1; + }, + height: op.height - op.margin_bottom - op.margin_top, + }) + .style('fill', 'transparent') + .style('pointer-events', 'all') + .style('cursor', 'pointer') + .on('mouseenter', (_event, d) => { + this._current.hoveredChunkX0 = d.x0; + if (this.renderData) this._render(this.renderData as RenderData); + }) + .on('mouseleave', (_event, d) => { + if (this._current.hoveredChunkX0 === d.x0) { + this._current.hoveredChunkX0 = null; + } + if (this.renderData) this._render(this.renderData as RenderData); + }) + .on('click', (event, d) => { + event.stopPropagation(); + const chunkIndex = getChunkIndex(d); + if (chunkIndex < 0) return; + + if (this._current.selectedChunkX0 === d.x0) { + this._current.selectedChunkX0 = null; + if (this.renderData) this._render(this.renderData as RenderData); + eventHandler.trigger(ScatterPlot.events.chunkClicked, <ScatterChunkClickEvent>{ + chunkIndex: -1, + x0: d.x0, + x1: d.x1, + matchDegree: d.y, + totalChunks: n, + source: sourceId + }); + } else { + this._current.selectedChunkX0 = d.x0; + if (this.renderData) this._render(this.renderData as RenderData); + eventHandler.trigger(ScatterPlot.events.chunkClicked, <ScatterChunkClickEvent>{ + chunkIndex, + x0: d.x0, + x1: d.x1, + matchDegree: d.y, + totalChunks: n, + source: sourceId + }); + } + }); + } else { + this.layers.fg.selectAll('.chunk-match-label').remove(); + this.layers.fg.selectAll('.hover-area').remove(); + } + } +} diff --git a/client/src/ts/vis/ScrollbarMinimap.ts b/client/src/ts/vis/ScrollbarMinimap.ts new file mode 100644 index 0000000000000000000000000000000000000000..6be5be0c4a2c655cbd02583cee40415d8d75405d --- /dev/null +++ b/client/src/ts/vis/ScrollbarMinimap.ts @@ -0,0 +1,392 @@ +import { getByteSurprisalColor, getSemanticSimilarityColor, MINIMAP_COLOR_FACTOR, SEMANTIC_MINIMAP_COLOR_FACTOR } from '../utils/SurprisalColorConfig'; +import { isNarrowScreen } from '../utils/responsive'; +import { calculateSurprisalDensity, isFiniteNumber } from '../utils/Util'; +import type { TokenFragmentRect } from './types'; +import type { FrontendAnalyzeResult } from '../api/GLTR_API'; + +/** + * Minimap 配置选项 + */ +export interface MinimapOptions { + width?: number; // canvas 宽度（像素），默认 12px +} + +/** + * 聚合结果，包含行数据和统计信息 + */ +interface AggregationResult { + buckets: BucketData[]; +} + +/** + * 桶数据 + */ +interface BucketData { + y: number; + surprisalDensitySum: number; + TokenFragmentCount: number; +} + +type MinimapRenderData = FrontendAnalyzeResult & { + chunkInfos?: Array<{ + startOffset: number; + endOffset: number; + chunkMatchDegree: number; + }>; +}; + +interface MinimapRenderOptions { + semanticAnalysisMode?: boolean; + measureCharRangeY?: (startOffset: number, endOffset: number) => { minY: number; maxY: number } | null; +} + +/** + * 滚动条 Minimap 类 + * 在文本渲染区右侧绘制每一行的平均惊讶度，与滚动条对齐 + */ +export class ScrollbarMinimap { + private canvas: HTMLCanvasElement; + private portal: HTMLElement; // Portal 容器，添加到 body + private container: HTMLElement; + private options: MinimapOptions; + + constructor(container: HTMLElement, options: MinimapOptions) { + this.container = container; + this.options = { + width: 12, + ...options + }; + + // 创建 Portal 容器和 canvas + this.createPortal(); + } + + /** + * 创建 Portal 容器和 canvas 元素 + */ + private createPortal(): void { + // 创建 Portal 容器 + this.portal = document.createElement('div'); + this.portal.className = 'surprisal-minimap-portal'; + this.portal.style.cssText = ` + position: fixed; + right: 0; + top: 0; + pointer-events: none; + z-index: 1; + `; + + // 创建 canvas 元素并添加到 Portal + this.canvas = document.createElement('canvas'); + this.canvas.className = 'surprisal-minimap'; + this.canvas.style.cssText = ` + width: ${this.options.width}px; + `; + + this.portal.appendChild(this.canvas); + + // 将 Portal 添加到 body + document.body.appendChild(this.portal); + } + + /** + * 隐藏 minimap（用于快速resize过渡期间） + */ + public hide(): void { + this.portal.style.opacity = '0'; + } + + /** + * 更新 minimap 布局 + * 设置 canvas 尺寸和 portal 位置，与滚动条对齐 + */ + private updateMinimapLayout(): void { + // 设置 canvas 分辨率 + this.canvas.width = this.options.width; + // 更新样式宽度 + this.canvas.style.width = `${this.options.width}px`; + + let viewportHeight: number; + + if (isNarrowScreen()) { + // 窄屏模式：使用视口高度作为可视区域高度 + const clientHeight = document.documentElement.clientHeight; + if (clientHeight) { + viewportHeight = clientHeight; + } else { + viewportHeight = window.innerHeight; + console.warn('[ScrollbarMinimap] 使用后备值 window.innerHeight，document.documentElement.clientHeight 不可用', { + clientHeight, + innerHeight: window.innerHeight, + viewportHeight + }); + } + } else { + // 桌面端：使用视口高度（不再依赖滚动容器） + viewportHeight = window.innerHeight; + } + + // 设置 canvas 高度 + this.canvas.height = viewportHeight; + + // 设置 portal 位置 + // 无论窄屏还是桌面端，都固定在视口顶部 + this.portal.style.top = '0px'; + } + + /** + * 渲染 minimap + * @param positions token 位置数组 + * @param renderData 渲染数据 + */ + public async render( + positions: TokenFragmentRect[], + renderData: FrontendAnalyzeResult, + renderOptions: MinimapRenderOptions = {} + ): Promise<void> { + if (positions.length === 0) { + this.clear(); + return; + } + + // 确保minimap可见（从hide状态恢复） + this.portal.style.opacity = '1'; + + this.updateMinimapLayout(); + + const ctx = this.canvas.getContext('2d'); + if (!ctx) return; + + // 清空画布 + ctx.clearRect(0, 0, this.canvas.width, this.canvas.height); + + // 1. 计算minimap上每个像素对应的世界单位数和文本区域顶部位置 + let worldUnitsPerMinimapPixel: number; + let textAreaTop = 0; // 文本区域在页面中的顶部绝对位置（窄屏模式不为0） + + if (isNarrowScreen()) { + // 窄屏模式：显示整个页面的缩略图，但只在文本区域显示彩色条 + const canvasHeight = this.canvas.height; + const scrollHeight = document.body.scrollHeight; + worldUnitsPerMinimapPixel = scrollHeight / canvasHeight; + + // 计算文本容器在页面中的位置 + const containerRect = this.container.getBoundingClientRect(); + textAreaTop = window.scrollY + containerRect.top; // 文本区域在页面中的顶部绝对位置 + } else { + // 桌面端：使用完整文本高度来计算缩放，提供缩略图效果 + const canvasHeight = this.canvas.height; + const textContentHeight = (this.container.querySelector('.text-layer') as HTMLElement).scrollHeight; + worldUnitsPerMinimapPixel = textContentHeight / canvasHeight; + + // 确保每个minimap像素对应的世界单位数不会太小（避免色块过大） + const minWorldUnitsPerMinimapPixel = 1.0; // 最小1:1，即每个minimap像素对应1个世界单位 + worldUnitsPerMinimapPixel = Math.max(minWorldUnitsPerMinimapPixel, worldUnitsPerMinimapPixel); + } + + // 2. 获取文本容器的scrollHeight作为Y范围 + let y_min = 0; + let y_max: number; + + if (isNarrowScreen()) { + // 窄屏模式：使用body的scrollHeight + y_max = document.body.scrollHeight; + } else { + // 桌面端：使用text-layer的scrollHeight + const textLayer = this.container.querySelector('.text-layer') as HTMLElement; + y_max = textLayer ? textLayer.scrollHeight : 0; + } + + const extendedRenderData = renderData as MinimapRenderData; + const chunkInfos = extendedRenderData.chunkInfos ?? []; + + // 语义模式下：只在 chunkInfos 有值时绘制 chunk match；否则保持为空（不回退到信息密度外观） + if (renderOptions.semanticAnalysisMode) { + if (chunkInfos.length > 0) { + this.renderChunkMatchMinimap( + ctx, + chunkInfos, + textAreaTop, + worldUnitsPerMinimapPixel, + renderOptions.measureCharRangeY + ); + } + return; + } + + // 3. 按Y坐标桶聚合 token + // 计算行的高度（直接取第一个token的高度） + const lineHeight = positions[0].height; + + let bucketCount: number; + // 先通过行高计算bucketCount（确保bucketHeight不小于行的高度） + if (lineHeight > 0) { + bucketCount = Math.floor((y_max - y_min) / lineHeight); + } else { + console.log('[ScrollbarMinimap] 行高度为0，跳过bucketCount计算', { + positions, + lineHeight + }); + bucketCount = Infinity; + } + + // 再通过minBucketHeightOnMinimap限制（确保在minimap上的高度不小于最小值） + const minBucketHeightOnMinimap = 2; // 每个桶在minimap上的最小高度（像素） + const maxBucketCountByMinimap = Math.floor(this.canvas.height / minBucketHeightOnMinimap); + bucketCount = Math.min(bucketCount, maxBucketCountByMinimap); + + const bucketHeight = (y_max - y_min) / bucketCount; + const actualBucketHeightOnMinimap = Math.max(1, bucketHeight / worldUnitsPerMinimapPixel); // 实际的bucket高度（像素） + + // 4. 绘制每一行（或合并后的行） + const aggregationResult = this.aggregateToBuckets(positions, renderData, bucketCount, y_min, y_max); + const { buckets } = aggregationResult; + + buckets.forEach(bucket => { + // 计算平均surprisal密度：总surprisal（surprisalPerByte累加）除以token数 + const averageSurprisalDensity = bucket.TokenFragmentCount > 0 + ? bucket.surprisalDensitySum / bucket.TokenFragmentCount + : 0; + const color = getByteSurprisalColor(averageSurprisalDensity, MINIMAP_COLOR_FACTOR); + ctx.fillStyle = color; + + const y = (textAreaTop + bucket.y) / worldUnitsPerMinimapPixel; // 映射到minimap的y坐标 + ctx.fillRect(0, y, this.canvas.width, actualBucketHeightOnMinimap); + }); + } + + private renderChunkMatchMinimap( + ctx: CanvasRenderingContext2D, + chunkInfos: Array<{ startOffset: number; endOffset: number; chunkMatchDegree: number }>, + textAreaTop: number, + worldUnitsPerMinimapPixel: number, + measureCharRangeY?: (startOffset: number, endOffset: number) => { minY: number; maxY: number } | null + ): void { + // 为了让各 chunk 在 minimap 上“首尾相接”，后一个 chunk 的起始 y 直接取前一个 chunk 的结束 y + // 这样可以同时避免重叠（h<0 会被裁剪为 0）和避免间隙（起始从 prevEnd 往上铺满）。 + let prevEndPx: number | null = null; + let prevChunkIndex: number | null = null; + + for (let idx = 0; idx < chunkInfos.length; idx++) { + const chunk = chunkInfos[idx]!; + if (!isFiniteNumber(chunk.chunkMatchDegree)) continue; + + const chunkIndex = ('chunkIndex' in chunk ? (chunk as any).chunkIndex : undefined) ?? idx; + + const measured = measureCharRangeY?.(chunk.startOffset, chunk.endOffset); + if (!measured) { + continue; + } + + const { minY, maxY } = measured; + + if (!Number.isFinite(minY) || !Number.isFinite(maxY) || maxY <= minY) continue; + + const rawMinYPx = (textAreaTop + minY) / worldUnitsPerMinimapPixel; + const rawMaxYPx = (textAreaTop + maxY) / worldUnitsPerMinimapPixel; + + // “首尾相接”：y 起点直接取上个 chunk 画到的结束位置 + const y = prevEndPx == null ? rawMinYPx : prevEndPx; + const hRaw = rawMaxYPx - y; + const h = hRaw < 0 ? 0 : hRaw; // 若完全落在重叠区域内则裁剪到 0 + const drawnEndPx = y + h; + + // minimap 语义颜色额外变浅：降低 alpha/强度 + ctx.fillStyle = getSemanticSimilarityColor( + chunk.chunkMatchDegree * SEMANTIC_MINIMAP_COLOR_FACTOR + ); + ctx.fillRect(0, y, this.canvas.width, h); + + prevEndPx = drawnEndPx; + prevChunkIndex = chunkIndex; + } + } + + /** + * 按Y坐标，把[y_min, y_max]范围内的token fragment聚合到bucketCount个桶 + * @param positions token 位置数组 + * @param renderData 渲染数据 + * @param bucketCount 分桶数量 + * @param y_min Y坐标最小值 + * @param y_max Y坐标最大值 + */ + private aggregateToBuckets( + positions: TokenFragmentRect[], + renderData: FrontendAnalyzeResult, + bucketCount: number, + y_min: number, + y_max: number + ): AggregationResult { + // 处理边界情况：空positions或无效Y范围 + if (positions.length === 0 || y_max <= y_min) { + return { + buckets: [] + }; + } + + // 计算每个桶对应的高度 + const bucketHeight = (y_max - y_min) / bucketCount; + + // 初始化桶数组，y坐标从y_min开始，依次递增bucketHeight + const buckets: BucketData[] = Array.from({ length: bucketCount }, (_, bucketIndex) => ({ + y: y_min + bucketIndex * bucketHeight, + surprisalDensitySum: 0, + TokenFragmentCount: 0 + })); + + // 遍历positions，聚合到桶中 + positions.forEach(pos => { + // 使用token中心坐标计算桶索引 + const centerY = pos.y + pos.height / 2; + const bucketIndex = Math.floor((centerY - y_min) / bucketHeight); + + // 过滤掉超出范围的数据 + if (bucketIndex < 0 || bucketIndex >= bucketCount) { + return; + } + + const bucket = buckets[bucketIndex]; + + // 计算该token字节平均惊讶度并累加 + const token = renderData.bpe_strings[pos.tokenIndex]; + const surprisalDensity = calculateSurprisalDensity(token); + bucket.surprisalDensitySum += surprisalDensity; + bucket.TokenFragmentCount += 1; + // todo: 使用字节数加权计算bucket的平均信息密度，而不是按token平均计算 + }); + + return { + buckets + }; + } + + + /** + * 更新模式和选项 + */ + public updateOptions(options: Partial<MinimapOptions>): void { + this.options = { ...this.options, ...options }; + } + + /** + * 清空 minimap 内容并隐藏，避免残留旧数据 + */ + public clear(): void { + const ctx = this.canvas.getContext('2d'); + if (ctx) { + ctx.clearRect(0, 0, this.canvas.width, this.canvas.height); + } + this.portal.style.opacity = '0'; + } + + /** + * 清理资源 + */ + public destroy(): void { + this.clear(); + // 移除整个 Portal 容器 + if (this.portal.parentElement) { + this.portal.parentElement.removeChild(this.portal); + } + } +} diff --git a/client/src/ts/vis/SvgOverlayManager.ts b/client/src/ts/vis/SvgOverlayManager.ts new file mode 100644 index 0000000000000000000000000000000000000000..4adf2a20552ae93440c1aef90aefb9473590801d --- /dev/null +++ b/client/src/ts/vis/SvgOverlayManager.ts @@ -0,0 +1,419 @@ +/** + * SVG覆盖层管理器 + * 负责创建和管理SVG覆盖层，包括rect元素的创建、位置更新等 + */ + +import {FrontendAnalyzeResult} from "../api/GLTR_API"; +import {calculateSurprisal, calculateSurprisalDensity} from "../utils/Util"; +import {getByteSurprisalColor, getTokenSurprisalColor, getDiffColor, getSemanticSimilarityColor} from "../utils/SurprisalColorConfig"; +import {TokenFragmentRect, RectCacheEntry, ZERO_WIDTH_FRAGMENT_PLACEHOLDER_PX} from "./types"; + +/** 差分模式配置 */ +export interface DiffOverlayOptions { + enabled: boolean; + deltaByteSurprisals: number[]; + charToByteIndexMap: number[]; +} + +/** 语义分析模式配置 */ +export interface SemanticOverlayOptions { + analysisMode: boolean; + /** 查询匹配时每 token 的 raw score normed [0,1] */ + rawScoresNormed?: number[]; +} + +export interface SvgOverlayManagerOptions { + /** 获取token的真实概率信息 */ + getTokenRealTopk: (rd: FrontendAnalyzeResult, tokenIndex: number) => [number, number] | undefined; + /** 添加token事件监听器 */ + addTokenEventListeners: (element: SVGGElement, tokenIndex: number, rd: FrontendAnalyzeResult) => void; + /** 染色方式：density=信息密度(bits/Byte)，classic=token信息量(bits)。默认 classic */ + tokenRenderStyle?: 'density' | 'classic'; + /** 为 true 时关闭信息密度/classic 底色（语义叠加层不受影响） */ + disableInfoDensityRender?: boolean; + /** 差分模式配置 */ + diff?: DiffOverlayOptions; + /** 语义分析模式配置 */ + semantic?: SemanticOverlayOptions; + /** + * 可选：覆盖底色映射上限（与全站默认 18 / 6 不同）。 + * classic：token surprisal（bits）；density：信息密度（bits/Byte）。例如 Chat 固定为 2。 + */ + surprisalColorMax?: number; +} + +export class SvgOverlayManager { + private rectCache: Map<string, RectCacheEntry> = new Map(); + /** 语义分析叠加层 rect 缓存（与 base rect 同位置，用于 resize 时同步更新） */ + private semanticOverlayCache: Map<string, SVGRectElement> = new Map(); + private baseNode: HTMLElement; + private options: SvgOverlayManagerOptions; + + constructor(baseNode: HTMLElement, options: SvgOverlayManagerOptions) { + this.baseNode = baseNode; + this.options = options; + } + + /** + * 创建SVG覆盖层 + * @param positions token位置数组 + * @param rd 分析结果数据 + * @returns SVG元素 + */ + createSvgOverlay(positions: TokenFragmentRect[], rd: FrontendAnalyzeResult): SVGSVGElement { + const svg = document.createElementNS('http://www.w3.org/2000/svg', 'svg'); + svg.setAttribute('class', 'svg-overlay'); + + // 获取容器尺寸，设置SVG的viewBox和尺寸 + // 使用clientWidth/clientHeight，与 TokenPositionCalculator 输出的坐标系一致 + // （TokenPositionCalculator 已在源头处理了 zoom 转换） + const containerWidth = this.baseNode.clientWidth || this.baseNode.offsetWidth || 800; + const containerHeight = this.baseNode.clientHeight || this.calculateContainerHeight(positions); + + + // 设置SVG尺寸和viewBox（使用像素单位，确保rect位置正确） + svg.setAttribute('width', containerWidth.toString()); + svg.setAttribute('height', containerHeight.toString()); + svg.setAttribute('viewBox', `0 0 ${containerWidth} ${containerHeight}`); + svg.setAttribute('preserveAspectRatio', 'none'); + + // 设置SVG样式 + svg.style.position = 'absolute'; + svg.style.top = '0'; + svg.style.left = '0'; + svg.style.width = '100%'; + svg.style.height = '100%'; + svg.style.pointerEvents = 'none'; + svg.style.zIndex = '1'; + + + // 清空rect缓存（重新创建时） + this.rectCache.clear(); + this.semanticOverlayCache.clear(); + + // 按tokenIndex分组positions + const positionsByToken = this.groupPositionsByToken(positions); + + // 为每个token创建一个group，包含该token的所有fragment rect + positionsByToken.forEach((tokenPositions, tokenIndex) => { + const group = this.createTokenGroup(svg, tokenPositions, tokenIndex, rd); + svg.appendChild(group); + }); + + return svg; + } + + /** + * 更新SVG rect的位置和大小 + * @param svg SVG元素 + * @param positions token位置数组 + */ + updateSvgPositions(svg: SVGSVGElement, positions: TokenFragmentRect[]): void { + // 更新SVG的viewBox和尺寸 + const containerWidth = this.baseNode.clientWidth || 0; + const containerHeight = this.baseNode.clientHeight || this.calculateContainerHeight(positions); + + svg.setAttribute('width', containerWidth.toString()); + svg.setAttribute('height', containerHeight.toString()); + svg.setAttribute('viewBox', `0 0 ${containerWidth} ${containerHeight}`); + + // 更新每个rect的位置和大小 + // 不需要缩放转换，因为 TokenPositionCalculator 已在源头处理了 zoom + // 宽度见 displayWidth（零宽 Range 在 SVG 中需要占位宽；与 DAG 测量的过滤策略不同） + positions.forEach(pos => { + const x = Math.max(0, pos.x); + const y = Math.max(0, pos.y); + const width = Math.max(1, this.displayWidth(pos)); + const height = Math.max(1, pos.height); + const attrs = { x, y, width, height }; + + const cacheEntry = this.rectCache.get(pos.rectKey); + if (cacheEntry?.rect) { + Object.entries(attrs).forEach(([k, v]) => cacheEntry.rect.setAttribute(k, v.toString())); + } + const overlayRect = this.semanticOverlayCache.get(pos.rectKey); + if (overlayRect) { + Object.entries(attrs).forEach(([k, v]) => overlayRect.setAttribute(k, v.toString())); + } + }); + } + + /** + * 获取rect缓存 + */ + getRectCache(): Map<string, RectCacheEntry> { + return this.rectCache; + } + + /** 获取语义叠加层 rect 缓存（用于动画等） */ + getSemanticOverlayCache(): Map<string, SVGRectElement> { + return this.semanticOverlayCache; + } + + /** + * 追加新 token 的 rect 到现有 SVG，不重建已有结构。 + * 用于 chunk 模式下 token 数量增长时的增量追加。 + */ + appendTokenRects(newPositions: TokenFragmentRect[], svg: SVGSVGElement, rd: FrontendAnalyzeResult): void { + const positionsByToken = this.groupPositionsByToken(newPositions); + positionsByToken.forEach((tokenPositions, tokenIndex) => { + const group = this.createTokenGroup(svg, tokenPositions, tokenIndex, rd); + svg.appendChild(group); + }); + } + + /** + * 更新 base rect（信息密度/classic 底色）颜色，不重建 SVG。 + * 用于 Disable info density / token render style 切换时，增量路径下刷新底色。 + */ + updateBaseRectColors( + rd: FrontendAnalyzeResult, + overrides: { disableInfoDensityRender: boolean; tokenRenderStyle: 'density' | 'classic' } + ): void { + this.rectCache.forEach(({ rect, tokenIndex }, rectKey) => { + const color = this.computeBaseRectColor(rectKey, tokenIndex, rd, overrides); + rect.setAttribute('fill', color); + rect.setAttribute('data-target-color', color); + }); + } + + /** + * 仅更新语义叠加层颜色，不重建 SVG 结构。 + * 用于 chunk 模式下每次 score 更新时的增量渲染。 + * 利用 rectKey 命名约定（tokenIndex-fragmentIndex），只遍历 fromTokenIndex 之后的 rect。 + * @returns 实际更新的 rect 数量（用于验证日志） + */ + updateSemanticColors(rawScoresNormed: (number | undefined)[], fromTokenIndex = 0): number { + let count = 0; + for (let tokenIndex = fromTokenIndex; tokenIndex < rawScoresNormed.length; tokenIndex++) { + const score = rawScoresNormed[tokenIndex]; + const color = score !== undefined ? getSemanticSimilarityColor(score) : 'transparent'; + for (let i = 0; ; i++) { + const rectKey = `${tokenIndex}-${i}`; + const overlayRect = this.semanticOverlayCache.get(rectKey); + if (!overlayRect) break; + overlayRect.setAttribute('fill', color); + overlayRect.setAttribute('data-target-color', color); + count++; + } + } + return count; + } + + /** + * 清空rect缓存 + */ + clearRectCache(): void { + this.rectCache.clear(); + this.semanticOverlayCache.clear(); + } + + /** + * 检查是否有缺失的rect（用于判断是否需要重新渲染） + */ + hasMissingRects(positions: TokenFragmentRect[]): boolean { + return positions.some(pos => !this.rectCache.has(pos.rectKey)) || + positions.length !== this.rectCache.size; + } + + /** + * 计算容器高度 + */ + private calculateContainerHeight(positions: TokenFragmentRect[]): number { + const textLayer = this.baseNode.querySelector('.text-layer') as HTMLElement; + const containerRect = this.baseNode.getBoundingClientRect(); + + // 计算所有token的最大底部位置（重复逻辑提取） + const maxTokenBottom = positions.length > 0 + ? Math.max(...positions.map(p => p.y + p.height)) + : 0; + + if (textLayer) { + // 使用文本层的实际高度（包括padding） + const textLayerRect = textLayer.getBoundingClientRect(); + return Math.max( + textLayerRect.height || 0, + maxTokenBottom, + this.baseNode.clientHeight || 0 + ); + } else { + // 如果没有文本层，使用所有token的最大y + height，或者容器的scrollHeight + return Math.max( + maxTokenBottom, + this.baseNode.scrollHeight || 0, + this.baseNode.clientHeight || 0, + containerRect.height || 0, + 600 + ); + } + } + + /** + * 按tokenIndex分组positions + */ + private groupPositionsByToken(positions: TokenFragmentRect[]): Map<number, TokenFragmentRect[]> { + const positionsByToken = new Map<number, TokenFragmentRect[]>(); + positions.forEach(pos => { + if (!positionsByToken.has(pos.tokenIndex)) { + positionsByToken.set(pos.tokenIndex, []); + } + positionsByToken.get(pos.tokenIndex)!.push(pos); + }); + return positionsByToken; + } + + /** + * 创建token group + */ + private createTokenGroup( + svg: SVGSVGElement, + tokenPositions: TokenFragmentRect[], + tokenIndex: number, + rd: FrontendAnalyzeResult + ): SVGGElement { + const group = document.createElementNS('http://www.w3.org/2000/svg', 'g'); + group.setAttribute('data-token-index', tokenIndex.toString()); + group.setAttribute('class', 'token-group'); + group.style.pointerEvents = 'auto'; + group.style.cursor = 'pointer'; + + tokenPositions.forEach(pos => { + const rect = this.createRect(pos, tokenIndex, rd); + group.appendChild(rect); + // 语义分析模式：在信息密度之上叠加语义高亮（黄色渐变） + const sem = this.options.semantic; + if (sem?.analysisMode) { + const overlayRect = this.createSemanticOverlayRect(pos, tokenIndex, rd); + group.appendChild(overlayRect); + } + }); + + this.options.addTokenEventListeners(group, tokenIndex, rd); + + return group; + } + + /** + * 计算 base rect 底色（与 createRect 共用逻辑，供 updateBaseRectColors 复用） + */ + private computeBaseRectColor( + _rectKey: string, + tokenIndex: number, + rd: FrontendAnalyzeResult, + overrides?: { disableInfoDensityRender: boolean; tokenRenderStyle: 'density' | 'classic' } + ): string { + const disableInfoDensityRender = overrides?.disableInfoDensityRender ?? this.options.disableInfoDensityRender; + const tokenRenderStyle = overrides?.tokenRenderStyle ?? this.options.tokenRenderStyle ?? 'classic'; + + if (this.options.diff?.enabled && this.options.diff.deltaByteSurprisals.length > 0) { + const diff = this.options.diff; + const tokenData = rd.bpe_strings[tokenIndex]; + const offset = tokenData.offset; + const charStart = offset[0]; + const charEnd = offset[1]; + const charToByteIndexMap = diff.charToByteIndexMap; + const deltaByteSurprisals = diff.deltaByteSurprisals; + const tokenByteDeltas: number[] = []; + + if (!charToByteIndexMap.length) return getDiffColor(0); + const byteStart = charToByteIndexMap[charStart] ?? charStart; + const byteEnd = charToByteIndexMap[charEnd] ?? charEnd; + for (let byteIdx = byteStart; byteIdx < byteEnd && byteIdx < deltaByteSurprisals.length; byteIdx++) { + tokenByteDeltas.push(deltaByteSurprisals[byteIdx]); + } + const avgDelta = tokenByteDeltas.length > 0 + ? tokenByteDeltas.reduce((sum, val) => sum + val, 0) / tokenByteDeltas.length + : 0; + return getDiffColor(avgDelta); + } + if (disableInfoDensityRender) return 'transparent'; + const tokenData = rd.bpe_strings[tokenIndex]; + const cap = this.options.surprisalColorMax; + if (tokenRenderStyle === 'classic') { + const topk = this.options.getTokenRealTopk(rd, tokenIndex); + const surprisal = topk != null ? calculateSurprisal(topk[1]) : 0; + return getTokenSurprisalColor(surprisal, undefined, cap); + } + return getByteSurprisalColor(calculateSurprisalDensity(tokenData), 1, undefined, cap); + } + + /** + * 创建rect元素 + */ + private createRect( + pos: TokenFragmentRect, + tokenIndex: number, + rd: FrontendAnalyzeResult + ): SVGRectElement { + const rect = document.createElementNS('http://www.w3.org/2000/svg', 'rect'); + this.setRectGeometry(rect, pos); + + // 设置token索引和片段信息 + rect.setAttribute('data-token-index', pos.tokenIndex.toString()); + rect.setAttribute('data-fragment-index', pos.fragmentIndex.toString()); + rect.setAttribute('data-rect-key', pos.rectKey); + + // 缓存rect引用，避免后续querySelector查询 + this.rectCache.set(pos.rectKey, { rect, tokenIndex: pos.tokenIndex }); + + const color = this.computeBaseRectColor(pos.rectKey, pos.tokenIndex, rd); + // 设置填充颜色 + rect.setAttribute('fill', color); + rect.setAttribute('data-target-color', color); // 保存目标颜色，用于动画 + + // rect的pointer-events由group控制，这里不需要单独设置 + rect.style.pointerEvents = 'auto'; + + return rect; + } + + /** + * 创建语义分析叠加层 rect（黄色渐变，叠加在信息密度之上） + * 与 createRect 保持一致的 rect 属性和动画支持 + */ + private createSemanticOverlayRect( + pos: TokenFragmentRect, + tokenIndex: number, + rd: FrontendAnalyzeResult + ): SVGRectElement { + const rect = document.createElementNS('http://www.w3.org/2000/svg', 'rect'); + const sem = this.options.semantic!; + const score = sem.rawScoresNormed![tokenIndex]; + const color = score !== undefined ? getSemanticSimilarityColor(score) : 'transparent'; + + this.setRectGeometry(rect, pos); + rect.setAttribute('data-token-index', pos.tokenIndex.toString()); + rect.setAttribute('data-fragment-index', pos.fragmentIndex.toString()); + rect.setAttribute('data-rect-key', pos.rectKey); + rect.setAttribute('fill', color); + rect.setAttribute('data-target-color', color); + rect.style.pointerEvents = 'auto'; + + this.semanticOverlayCache.set(pos.rectKey, rect); + return rect; + } + + /** 设置 rect 的几何属性（与 createRect 共用，保持一致性） */ + private setRectGeometry(rect: SVGRectElement, pos: TokenFragmentRect): void { + const x = Math.max(0, pos.x); + const y = Math.max(0, pos.y); + const width = Math.max(1, this.displayWidth(pos)); + const height = Math.max(1, pos.height); + rect.setAttribute('x', x.toString()); + rect.setAttribute('y', y.toString()); + rect.setAttribute('width', width.toString()); + rect.setAttribute('height', height.toString()); + rect.setAttribute('rx', '6'); + rect.setAttribute('ry', '6'); + } + + /** + * GLTR SVG 底色需要可读的最小矩形宽。Range 对某些片段（典型为换行、以及 WebKit/iOS 的换行幽灵片） + * 会给出 width=0；SvgOverlay 必须把零宽扩成占位宽才可画。 + * DAG 测量的纠正在 `genAttributeDagTextMeasure.ts`：非纯换行 token 会跳过 width=0 的幽灵片以对齐 DAG。 + */ + private displayWidth(pos: TokenFragmentRect): number { + return pos.width > 0 ? pos.width : ZERO_WIDTH_FRAGMENT_PLACEHOLDER_PX; + } +} + diff --git a/client/src/ts/vis/TokenPositionCalculator.ts b/client/src/ts/vis/TokenPositionCalculator.ts new file mode 100644 index 0000000000000000000000000000000000000000..915b4b34688ba576bbd9078bf7618977d92dced6 --- /dev/null +++ b/client/src/ts/vis/TokenPositionCalculator.ts @@ -0,0 +1,292 @@ +/** + * Token位置计算器 + * 负责计算token在DOM中的像素位置，处理Unicode/UTF-16转换 + */ + +import {FrontendAnalyzeResult} from "../api/GLTR_API"; +import {TokenFragmentRect} from "./types"; + +interface TextNodeIndexEntry { + node: Text; + startOffset: number; // Unicode字符偏移起始位置 + endOffset: number; // Unicode字符偏移结束位置 + utf16Start: number; // UTF-16代码单元起始位置 + utf16End: number; // UTF-16代码单元结束位置 + charToUtf16Map: number[]; // 字符偏移到UTF-16偏移的映射表 +} + +export class TokenPositionCalculator { + private textNodeIndex?: TextNodeIndexEntry[]; + private baseNode: HTMLElement; + + constructor(baseNode: HTMLElement) { + this.baseNode = baseNode; + } + + /** 与 calculateTokenPositions 一致的累积 zoom（Range → 覆盖层坐标） */ + getZoom(): number { + return this.getAccumulatedZoom(this.baseNode); + } + + /** + * 获取元素及其祖先的累积 zoom 值 + * CSS zoom 会影响 getBoundingClientRect() 但不影响 clientWidth/clientHeight + * + * 注意事项： + * - CSS zoom 不是标准属性（Chrome/Safari 支持，Firefox 126+ 支持） + * + * @param element 目标元素 + * @returns 累积的 zoom 值 + */ + private getAccumulatedZoom(element: HTMLElement): number { + let zoom = 1; + let current: HTMLElement | null = element; + let depth = 0; + const MAX_DEPTH = 50; // 防止无限循环 + + while (current && depth < MAX_DEPTH) { + const style = window.getComputedStyle(current); + + // 检查浏览器是否支持 zoom 属性（兼容性处理） + if (typeof style.zoom === 'string' && style.zoom !== '' && style.zoom !== 'normal') { + const elementZoom = parseFloat(style.zoom); + + if (!isNaN(elementZoom) && elementZoom > 0) { + zoom *= elementZoom; + } else if (!isNaN(elementZoom) && elementZoom <= 0) { + console.warn(`[TokenPositionCalculator] Invalid zoom value: ${style.zoom}`, current); + // 忽略无效 zoom 值，继续使用当前累积值 + } + } + + current = current.parentElement; + depth++; + } + + if (depth >= MAX_DEPTH) { + console.warn(`[TokenPositionCalculator] DOM depth exceeded ${MAX_DEPTH}, stopping zoom calculation`); + } + + return zoom; + } + + /** + * 计算token的像素位置（一次性计算，避免重复遍历） + * @param rd 分析结果数据 + * @param fromTokenIndex 只计算 index >= fromTokenIndex 的 token，默认 0（全量） + * @returns token位置数组 + */ + calculateTokenPositions(rd: FrontendAnalyzeResult, fromTokenIndex = 0): TokenFragmentRect[] { + if (!this.baseNode) return []; + + const positions: TokenFragmentRect[] = []; + const containerRect = this.baseNode.getBoundingClientRect(); + + // 获取累积的 zoom 值，用于将 getBoundingClientRect 坐标转换回未缩放坐标 + // 这样输出的坐标与 clientWidth/clientHeight 一致 + const zoom = this.getAccumulatedZoom(this.baseNode); + + // 过滤有效token（跳过已处理的旧 token） + const validTokens = rd.bpe_strings.map((tokenObj, index) => ({ + tokenObj, + index, + offset: tokenObj.offset + })).filter(({ index, offset }) => { + if (index < fromTokenIndex) return false; + const [start, end] = offset; + return !(start === end || start < 0 || end < 0 || end <= start); + }); + + // 一次性计算所有token位置 + validTokens.forEach(({ tokenObj, index, offset }) => { + const [start, end] = offset; + + // 使用findNodeAndOffset找到文本节点和偏移 + const startResult = this.findNodeAndOffset(start); + const endResult = this.findNodeAndOffset(end); + + if (!startResult || !endResult) { + console.warn(`⚠️ 无法找到token ${index} 的位置 (${start}, ${end})`); + return; + } + + // 创建Range对象 + const range = document.createRange(); + range.setStart(startResult.node, startResult.offset); + range.setEnd(endResult.node, endResult.offset); + + // 获取各段像素坐标（token可能被拆到多行） + const rectList = Array.from(range.getClientRects()); + const fragments = rectList.length > 0 ? rectList : [range.getBoundingClientRect()]; + + fragments.forEach((rect, fragmentIndex) => { + if (!rect || rect.height === 0) { + return; + } + const hScaled = rect.height / zoom; + if (hScaled <= 0) { + return; + } + // 保留 Range 的真实宽度。iOS/WebKit 在换行后的 token 前可能返回上一行行尾的 + // 零宽 rect；如果这里提前改成占位宽，DAG 等下游就无法识别并过滤这个幽灵片。 + const wRaw = rect.width / zoom; + // 将 getBoundingClientRect 的缩放坐标转换回未缩放坐标（与 clientWidth/clientHeight 一致） + const tokenPos = { + tokenIndex: index, + fragmentIndex, + fragmentCount: fragments.length, + rectKey: `${index}-${fragmentIndex}`, + x: (rect.left - containerRect.left) / zoom, + y: (rect.top - containerRect.top) / zoom, + width: wRaw, + height: hScaled + }; + positions.push(tokenPos); + }); + }); + + return positions; + } + + /** + * 构建文本节点索引，用于优化findNodeAndOffset的查找性能 + * 从O(n)的线性遍历优化为O(log n)的二分查找 + */ + buildTextNodeIndex(): void { + if (!this.baseNode) { + this.textNodeIndex = undefined; + return; + } + + const index: TextNodeIndexEntry[] = []; + + let currentCharOffset = 0; // Unicode字符偏移（code points） + let currentUtf16Offset = 0; // UTF-16代码单元偏移 + + // 遍历所有文本节点 + const walker = document.createTreeWalker( + this.baseNode, + NodeFilter.SHOW_TEXT, + null + ); + + let node: Text; + while (node = walker.nextNode() as Text) { + const nodeText = node.textContent || ''; + // 使用Array.from()将字符串转换为字符数组（正确处理Unicode字符） + // 注意：这里只在构建索引时执行一次，后续查找时不再执行 + const nodeChars = Array.from(nodeText); + const nodeCharLength = nodeChars.length; // Unicode字符数 + const nodeUtf16Length = nodeText.length; // UTF-16代码单元长度（相对于当前节点） + + const startOffset = currentCharOffset; + const endOffset = currentCharOffset + nodeCharLength; + const utf16Start = currentUtf16Offset; + const utf16End = currentUtf16Offset + nodeUtf16Length; + + // 预计算字符偏移到UTF-16偏移的映射表 + // charToUtf16Map[i] 表示第i个字符（Unicode字符）在「当前文本节点内部」对应的UTF-16偏移 + const charToUtf16Map: number[] = new Array(nodeCharLength + 1); // +1 用于包含末尾位置 + let utf16Pos = 0; + + // 对于每个字符位置，计算其对应的UTF-16偏移 + for (let i = 0; i <= nodeCharLength; i++) { + charToUtf16Map[i] = utf16Pos; + if (i < nodeCharLength) { + // 当前字符的UTF-16长度 + const char = nodeChars[i]; + utf16Pos += char.length; // 字符的UTF-16长度（对于emoji可能是2） + } + } + + index.push({ + node, + startOffset, + endOffset, + utf16Start, + utf16End, + charToUtf16Map + }); + + currentCharOffset += nodeCharLength; + currentUtf16Offset += nodeUtf16Length; + } + + this.textNodeIndex = index; + } + + /** + * 根据全局字符偏移找到对应的文本节点和局部偏移 + * 使用二分查找优化性能：从O(n)优化为O(log n) + * 正确处理Unicode字符（包括emoji）：将Unicode字符偏移转换为UTF-16代码单元偏移 + * + * @param globalOffset Unicode字符偏移（code points），来自Python的offset_mapping + * @returns 文本节点和UTF-16代码单元偏移（Range API需要） + */ + findNodeAndOffset(globalOffset: number): { node: Text, offset: number } | null { + // 如果索引不存在或为空，回退到构建索引 + if (!this.textNodeIndex || this.textNodeIndex.length === 0) { + this.buildTextNodeIndex(); + if (!this.textNodeIndex || this.textNodeIndex.length === 0) { + return null; + } + } + + const index = this.textNodeIndex; + + // 二分查找：找到包含globalOffset的节点 + let left = 0; + let right = index.length - 1; + let foundIndex = -1; + + while (left <= right) { + const mid = Math.floor((left + right) / 2); + const entry = index[mid]; + + if (globalOffset >= entry.startOffset && globalOffset < entry.endOffset) { + foundIndex = mid; + break; + } else if (globalOffset < entry.startOffset) { + right = mid - 1; + } else { + left = mid + 1; + } + } + + // 处理边界情况：globalOffset正好等于最后一个节点的结束位置 + if (foundIndex === -1 && index.length > 0) { + const lastEntry = index[index.length - 1]; + if (globalOffset === lastEntry.endOffset) { + foundIndex = index.length - 1; + // 使用预计算的映射表获取末尾位置的UTF-16偏移 + const lastLocalCharOffset = lastEntry.endOffset - lastEntry.startOffset; + const utf16Offset = lastEntry.charToUtf16Map[lastLocalCharOffset]; + return { node: lastEntry.node, offset: utf16Offset }; + } + return null; + } + + if (foundIndex === -1) { + return null; + } + + const entry = index[foundIndex]; + const localCharOffset = globalOffset - entry.startOffset; + + // 使用预计算的映射表直接查表，避免重复的Array.from、slice、join操作 + // 这是性能优化的关键：从O(n)的字符串操作优化为O(1)的数组查表 + const utf16Offset = entry.charToUtf16Map[localCharOffset]; + + // 注意：Range.setStart/End 需要的是「相对于当前文本节点」的UTF-16偏移 + // charToUtf16Map 已经存的是局部偏移，无需再加上 utf16Start + return { node: entry.node, offset: utf16Offset }; + } + + /** + * 重置索引（当文本内容变化时调用） + */ + resetIndex(): void { + this.textNodeIndex = undefined; + } +} + diff --git a/client/src/ts/vis/ToolTip.ts b/client/src/ts/vis/ToolTip.ts new file mode 100644 index 0000000000000000000000000000000000000000..9680bcd858ae2ecdac359846712026392700a714 --- /dev/null +++ b/client/src/ts/vis/ToolTip.ts @@ -0,0 +1,448 @@ +import { D3Sel, calculateSurprisal, calculateSurprisalDensity } from "../utils/Util"; +import { SimpleEventHandler } from "../utils/SimpleEventHandler"; +import { GLTR_RenderItem } from "./GLTR_Text_Box"; +import type { FrontendToken } from "../api/GLTR_API"; +import * as d3 from "d3"; +import { tr } from "../lang/i18n-lite"; +import { getTokenRenderStyle } from "../utils/tokenRenderStyle"; +import { tooltipTokenDisplayHtml } from "../utils/tokenDisplayUtils"; +import { + buildTooltipPredictionsInnerHtml, + getFrontendTokenTopkState, +} from '../utils/tooltipPredictionsFromToken'; + +const SEPARATOR = '─────────────'; + +export type ToolTipOptions = { + /** 真实 top-k 下 surprisal 行的标签（默认「信息量」） */ + surprisalRowLabel?: string; +}; + +type DetailField = { label: string; value: string; valueColor?: boolean }; + +function renderField(f: DetailField, dc: string, vc: string): string { + const valColor = f.valueColor !== false ? vc : dc; + return `<span style="color: ${dc}">${f.label}</span> <span style="color: ${valColor}">${f.value}</span>`; +} + +export class ToolTip { + private predictions: D3Sel; + private myDetail: D3Sel; + private currentToken: D3Sel; + + // 缓存：d3 formatter（静态，可永久缓存） + private readonly numF = d3.format('.3f'); + private readonly significantF = d3.format('.3g'); + + // 缓存：主题颜色（Top-K 表格行已改由 CSS 变量，见 tooltipPredictionsFromToken / topkChartUtils / .predictions-table） + private themeColors = { + selectedColor: '#933', + detailColor: '#666666', + valueColor: '#333' + }; + + // 防抖：pending 的更新任务 + private pendingUpdate: number | null = null; + private pendingData: { ri: GLTR_RenderItem; event?: MouseEvent } | null = null; + + // 主题监听器 + private themeObserver: MutationObserver | null = null; + + private readonly surprisalRowLabel: string; + + constructor(private parent: D3Sel, private eh: SimpleEventHandler, options?: ToolTipOptions) { + this.surprisalRowLabel = options?.surprisalRowLabel ?? tr('information:'); + this._init(); + this._setupThemeObserver(); + this._updateThemeColors(); + } + + + private _init() { + this.predictions = this.parent.select('.predictions'); + this.myDetail = this.parent.select('.myDetail'); + this.currentToken = this.parent.select('.currentToken'); + + // 添加点击事件：点击 tooltip 任意位置关闭 + this.parent.on('click', (event) => { + event.stopPropagation(); // 阻止事件冒泡，避免触发下方元素 + event.preventDefault(); // 阻止默认行为 + this.visibility = false; + }); + + // 移动端触摸事件 + this.parent.on('touchstart', (event) => { + event.stopPropagation(); // 阻止事件冒泡，避免触发 body 的 touchstart + event.preventDefault(); // 阻止默认行为 + this.visibility = false; + }); + } + + /** + * 设置主题变化监听器 + */ + private _setupThemeObserver(): void { + // 监听 document.documentElement 的 data-theme 属性变化 + this.themeObserver = new MutationObserver(() => { + this._updateThemeColors(); + }); + + this.themeObserver.observe(document.documentElement, { + attributes: true, + attributeFilter: ['data-theme'] + }); + } + + /** + * 更新主题颜色缓存 + */ + private _updateThemeColors(): void { + const isDark = document.documentElement.getAttribute('data-theme') === 'dark'; + // 从 CSS 变量获取文本颜色（如果可用，否则使用默认值） + const textColorLight = getComputedStyle(document.documentElement) + .getPropertyValue('--text-color-light') + .trim() || '#e0e0e0'; + this.themeColors = { + selectedColor: isDark ? '#ff6666' : '#933', + detailColor: isDark ? '#888' : '#666666', + valueColor: isDark ? textColorLight : '#333' + }; + } + + /** + * 获取真实的可见视口尺寸和偏移量 + * 优先使用 visualViewport API（解决 iOS Safari 地址栏动态显示/隐藏问题） + * 备选方案：使用 document.documentElement.clientHeight（相对稳定） + */ + private _getViewportInfo(): { + width: number; + height: number; + offsetTop: number; + offsetLeft: number; + } { + // 优先使用 visualViewport API（iOS Safari 13+, Chrome 61+） + if (window.visualViewport) { + return { + width: window.visualViewport.width, + height: window.visualViewport.height, + offsetTop: window.visualViewport.offsetTop || 0, + offsetLeft: window.visualViewport.offsetLeft || 0 + }; + } + // 备选方案：使用 document.documentElement.clientHeight + // 这个值相对稳定，不受地址栏影响 + return { + width: window.innerWidth, + height: document.documentElement.clientHeight || window.innerHeight, + offsetTop: 0, + offsetLeft: 0 + }; + } + + /** + * 从event.target向上查找SVG rect元素，优先找到包含鼠标位置的rect + * 解决事件绑定在group上时，target可能是group而不是rect的问题 + * @param target 事件目标元素 + * @param mouseX 鼠标X坐标 + * @param mouseY 鼠标Y坐标 + * @returns 找到的SVG rect元素，如果没找到则返回null + */ + private _findTokenRect(target: EventTarget | null, mouseX: number, mouseY: number): SVGRectElement | null { + if (!target) return null; + + let element = target as Element; + + // 如果target本身就是rect，直接返回 + if (element instanceof SVGRectElement) { + return element; + } + + // 如果target是group，查找包含鼠标位置的rect + if (element instanceof SVGGElement) { + const rects = element.querySelectorAll('rect'); + // 优先查找包含鼠标位置的rect + for (const rect of rects) { + const rectBounds = rect.getBoundingClientRect(); + if (mouseX >= rectBounds.left && mouseX <= rectBounds.right && + mouseY >= rectBounds.top && mouseY <= rectBounds.bottom) { + return rect; + } + } + // 如果没找到包含鼠标的rect，返回第一个rect（fallback） + return rects[0] || null; + } + + // 如果target是其他元素，向上查找parent + let parent = element.parentElement; + while (parent) { + if (parent instanceof SVGRectElement) { + return parent; + } + if (parent instanceof SVGGElement) { + // 在group中查找包含鼠标位置的rect + const rects = parent.querySelectorAll('rect'); + for (const rect of rects) { + const rectBounds = rect.getBoundingClientRect(); + if (mouseX >= rectBounds.left && mouseX <= rectBounds.right && + mouseY >= rectBounds.top && mouseY <= rectBounds.bottom) { + return rect; + } + } + return rects[0] || null; + } + parent = parent.parentElement; + } + + return null; + } + + /** + * 清理资源 + */ + dispose(): void { + if (this.themeObserver) { + this.themeObserver.disconnect(); + this.themeObserver = null; + } + if (this.pendingUpdate !== null) { + cancelAnimationFrame(this.pendingUpdate); + this.pendingUpdate = null; + } + } + + /** + * 隐藏并重置位置，避免残留的绝对定位撑高容器 + */ + hideAndReset(): void { + const node = this.parent.node() as HTMLElement | null; + if (this.pendingUpdate !== null) { + cancelAnimationFrame(this.pendingUpdate); + this.pendingUpdate = null; + } + this.pendingData = null; + this.visibility = false; + if (node) { + node.style.top = '0px'; + node.style.left = '0px'; + } + } + + set visibility(vis: boolean) { + if (vis == true) { + this.parent.style('opacity', 1); + this.parent.style('pointer-events', 'auto'); // 显示时允许点击 + } else { + this.parent.style('opacity', 0); + this.parent.style('pointer-events', 'none'); // 关闭时禁止点击，让事件穿透 + } + } + + + updateData(ri: GLTR_RenderItem, event?: MouseEvent) { + // 防抖：取消之前的更新任务 + if (this.pendingUpdate !== null) { + cancelAnimationFrame(this.pendingUpdate); + } + + // 保存最新的数据 + this.pendingData = { ri, event }; + + // 先将 tooltip 移到屏幕外，避免在位置计算完成前显示在旧位置 + // 这可以解决 iOS Safari 上触摸时的抖动问题： + // 如果旧位置在触摸点下方，会触发 tooltip 的 touchstart 导致关闭 + const node = this.parent.node() as HTMLElement; + if (node) { + node.style.left = '-9999px'; + } + this.visibility = true; + + // 使用 requestAnimationFrame 同时处理内容更新和位置计算 + this.pendingUpdate = requestAnimationFrame(() => { + this.pendingUpdate = null; + if (!this.pendingData) return; + + const { ri: currentRi, event: currentEvent } = this.pendingData; + this.pendingData = null; + + // 更新内容 + this._updateContent(currentRi); + + // 立即计算位置（DOM已更新，getBoundingClientRect 能获取准确值） + this._updatePosition(currentEvent); + }); + } + + /** + * 更新tooltip内容 + * 统一结构：语义区块（上） + 分隔线 + 信息密度区块（下，含汇总指标 + top-k 表格） + */ + private _updateContent(ri: GLTR_RenderItem): void { + const { selectedColor, detailColor, valueColor } = this.themeColors; + + // 更新当前token显示（第一行） + this.currentToken.html(() => { + const visualizedToken = tooltipTokenDisplayHtml(ri.tokenData.raw); + return `<span style="color: ${selectedColor};">${visualizedToken}</span>`; + }); + + const tokenData = ri.tokenData as FrontendToken; + const s = ri.semantic; + const hasSemantic = + s && + (s.pwScore !== undefined || + s.signalProb !== undefined || + s.rawScoreNormed !== undefined || + s.rawScore !== undefined || + (s.chunkIndex !== undefined && s.chunkMatchDegree !== undefined)); + const { hasRealTopk } = getFrontendTokenTopkState(tokenData); + + // 1. 构建语义区块（pw score = raw_score_normed × P_pw × matchDegree，P_pw: x≤threshold 为 0，x>threshold 为 1；分块用 chunkMatchDegree，非分块用 full_match_degree） + const semanticRows: string[] = []; + if (hasSemantic && s) { + if (s.pwScore !== undefined) semanticRows.push(renderField({ label: tr('pw score:'), value: this.numF(s.pwScore) }, detailColor, valueColor)); + if (s.signalProb !== undefined) semanticRows.push(renderField({ label: tr('signal probability:'), value: this.numF(s.signalProb) }, detailColor, valueColor)); + if (s.rawScoreNormed !== undefined) semanticRows.push(renderField({ label: tr('raw score normed:'), value: this.numF(s.rawScoreNormed) }, detailColor, valueColor)); + if (s.rawScore !== undefined) semanticRows.push(renderField({ label: tr('raw score:'), value: d3.format('.6f')(s.rawScore), valueColor: false }, detailColor, valueColor)); + if (s.chunkIndex !== undefined && s.chunkMatchDegree !== undefined) { + semanticRows.push(renderField({ + label: `chunk #${s.chunkIndex} match score:`, + value: (s.chunkMatchDegree * 100).toFixed(1) + '%' + }, detailColor, valueColor)); + } + } + + // 2. 构建信息密度区块（汇总指标） + const infoRows: string[] = []; + if (hasRealTopk) { + const prob = tokenData.real_topk![1]; + const surprisal = calculateSurprisal(prob); + const isClassic = getTokenRenderStyle() === 'classic'; + infoRows.push(renderField({ label: this.surprisalRowLabel, value: `${this.significantF(surprisal)} bits` }, detailColor, valueColor)); + if (!isClassic) { + const informationDensity = calculateSurprisalDensity(tokenData); + const utf8Size = new TextEncoder().encode(tokenData.raw).length; + infoRows.unshift(renderField({ label: tr('information density:'), value: `${this.significantF(informationDensity)} ${tr('bits/Byte')}` }, detailColor, valueColor)); + infoRows.splice(1, 0, renderField({ label: tr('UTF-8 size:'), value: `${utf8Size} ${tr('bytes')}`, valueColor: false }, detailColor, valueColor)); + } + } + + // 3. 合并 myDetail：语义 + 分隔线（仅当两区块都有时） + 信息 + const detailParts: string[] = []; + if (semanticRows.length) detailParts.push(semanticRows.join('<br/>')); + if (semanticRows.length && infoRows.length) detailParts.push(`<span style="color:${detailColor}">${SEPARATOR}</span>`); + if (infoRows.length) detailParts.push(infoRows.join('<br/>')); + this.myDetail.html(detailParts.join('<br/>')); + + // 4. 更新 predictions（top-k 属于信息密度区块，与 buildTooltipPredictionsInnerHtml 共用逻辑） + const predInner = buildTooltipPredictionsInnerHtml(tokenData); + if (predInner === '') { + this.predictions.selectAll('.row').data([]).join('div').remove(); + } else { + this.predictions.html(predInner); + } + } + + /** + * 更新tooltip位置 + */ + private _updatePosition(event?: MouseEvent): void { + const tooltipNode = this.parent.node() as HTMLElement; + if (!tooltipNode) return; + + // 获取视口信息（用于边界检查） + const viewport = this._getViewportInfo(); + + // fixed：相对视口；absolute：相对 offsetParent（首页 #results、归因侧栏 #attribution_panel_results 等）， + // 不可写死 #results，否则侧栏 tooltip 的 left/top 会按主栏计算而跑出可视区。 + const isFixedPosition = window.getComputedStyle(tooltipNode).position === 'fixed'; + + let anchorRect: { left: number; top: number; width: number; height: number }; + if (isFixedPosition) { + anchorRect = { + left: 0, + top: 0, + width: viewport.width, + height: viewport.height, + }; + } else { + const anchor = tooltipNode.offsetParent as HTMLElement | null; + if (!anchor) { + throw new Error( + '[ToolTip] position:absolute 的 tooltip 必须有 offsetParent（请为祖先设置 position 等定位上下文）' + ); + } + anchorRect = anchor.getBoundingClientRect(); + } + + if (!event) { + throw new Error('[ToolTip] 更新位置需要 pointer 事件（缺少 MouseEvent）'); + } + const mouseX = event.clientX; + const mouseY = event.clientY; + const tokenRectElement = this._findTokenRect(event.target, mouseX, mouseY); + if (!tokenRectElement) { + throw new Error( + '[ToolTip] 无法从 event.target 解析到 token 的 SVG rect，请检查 GLTR 事件目标与 DOM 结构' + ); + } + + let tokenLeft = 0, + tokenRight = 0, + tokenTop = 0, + tokenBottom = 0; + const tokenRect = tokenRectElement.getBoundingClientRect(); + if (isFixedPosition) { + tokenLeft = tokenRect.left; + tokenRight = tokenRect.right; + tokenTop = tokenRect.top; + tokenBottom = tokenRect.bottom; + } else { + tokenLeft = tokenRect.left - anchorRect.left; + tokenRight = tokenRect.right - anchorRect.left; + tokenTop = tokenRect.top - anchorRect.top; + tokenBottom = tokenRect.bottom - anchorRect.top; + } + + // 获取tooltip尺寸 + const tooltipRect = tooltipNode.getBoundingClientRect(); + const tooltipWidth = tooltipRect.width || 250; + const tooltipHeight = tooltipRect.height || 100; + + const offset = 15; // 统一偏移量 + + // 计算初始位置（token右下方） + let x = tokenRight + offset; + let y = tokenBottom + offset; + + // 水平方向边界检查 + const containerWidth = isFixedPosition ? viewport.width : anchorRect.width; + if (x + tooltipWidth > containerWidth) { + const leftX = tokenLeft - tooltipWidth - offset; + x = leftX >= 5 ? leftX : containerWidth - tooltipWidth - 5; + } + + // 垂直方向边界检查 + if (isFixedPosition) { + if (y + tooltipHeight > viewport.height) { + y = Math.max(5, tokenTop - tooltipHeight - offset); + } + } else { + const yInViewport = y + anchorRect.top; + if (yInViewport + tooltipHeight > viewport.height) { + y = tokenTop - tooltipHeight - offset; + const yTopInViewport = y + anchorRect.top; + if (yTopInViewport < 0) { + y = -anchorRect.top + 5; + } + } + } + + // 应用位置 + this.parent.styles({ + top: y + 'px', + left: x + 'px', + }); + } + + +} \ No newline at end of file diff --git a/client/src/ts/vis/VisComponent.ts b/client/src/ts/vis/VisComponent.ts new file mode 100644 index 0000000000000000000000000000000000000000..168054007b1e3f6e4c2263b1c944f9d2e261f9b3 --- /dev/null +++ b/client/src/ts/vis/VisComponent.ts @@ -0,0 +1,231 @@ +/** + * Created by Hendrik Strobelt (hendrik.strobelt.com) on 12/3/16. + */ +import * as d3 from 'd3' +import {D3Sel, Util} from "../utils/Util"; +import {SimpleEventHandler} from "../utils/SimpleEventHandler"; +import {SVG} from "../utils/SVGplus"; + + +export abstract class VComponent<DataInterface> { + + // STATIC FIELDS ============================================================ + + /** + * The static property that contains all class related events. + * Should be overwritten and event strings have to be unique!! + */ + + static events: {} = {noEvent: 'VComponent_noEvent'}; + + /** + * set of ALL options and their defaults + * Example: + * { + pos: {x: 10, y: 10}, + // List of Events that are ONLY handled globally: + globalExclusiveEvents: [] + }; + * + */ + // abstract readonly defaultOptions; + + + // /** + // * Defines the layers in SVG for bg,main,fg,... + // */ + // protected abstract readonly layout: { name: string, pos: number[] }[] = [{name: 'main', pos: [0, 0]}]; + + + protected id: string; + protected parent: D3Sel; + protected abstract options: { [key: string]: any }; + protected base: D3Sel; + protected layers: { main?: D3Sel, fg?: D3Sel, bg?: D3Sel, [key: string]: D3Sel }; + protected eventHandler: SimpleEventHandler; + protected _visibility: { hidden: boolean, hideElement?: D3Sel | null; [key: string]: any }; + protected data: DataInterface; + protected renderData: any; + protected abstract css_name: string; + protected abstract _current: {}; + + // CONSTRUCTOR ============================================================ + + + /** + * Simple constructor. Subclasses should call @superInit(options) as well. + * see why here: https://stackoverflow.com/questions/43595943/why-are-derived-class-property-values-not-seen-in-the-base-class-constructor + * + * template: + constructor(d3Parent: D3Sel, eventHandler?: SimpleEventHandler, options: {} = {}) { + super(d3Parent, eventHandler); + // -- access to subclass params: + this.superInit(options); + } + * + * @param {D3Sel} d3parent D3 selection of parent SVG DOM Element + * @param {SimpleEventHandler} eventHandler a global event handler object or 'null' for local event handler + */ + protected constructor(d3parent: D3Sel, eventHandler?: SimpleEventHandler) { + this.id = Util.simpleUId({}); + + this.parent = d3parent; + + // If not further specified - create a local event handler bound to the bas element + this.eventHandler = eventHandler || + new SimpleEventHandler(this.parent.node()); + + // Object for storing internal states and variables + this._visibility = {hidden: false}; + + } + + + // protected createSvgLayers(layers=['bg','main','fg']){ + // this._layers = {} + // this.base = SVG.group(this.parent, + // this.css_name + ' ID' + this.id, + // this.options.pos); + // + // } + + protected superInitHTML(options: {} = {}) { + Object.keys(options).forEach(key => this.options[key] = options[key]); + this.base = this.parent.append('div') + .classed(this.css_name, true) + + } + + + /** + * Has to be called as last call in subclass constructor. + * @param {{}} options + * @param defaultLayers -- create the default <g> layers: bg -> main -> fg + */ + protected superInitSVG(options: {} = {}, defaultLayers = ['bg', 'main', 'fg']) { + // Set default options if not specified in constructor call + // const defaults = this.defaultOptions; + // this.options = {}; + // const keys = new Set([...Object.keys(defaults), ...Object.keys(options)]); + // keys.forEach(key => this.options[key] = (key in options) ? options[key] : defaults[key]); + Object.keys(options).forEach(key => this.options[key] = options[key]); + + + this.layers = {}; + + // Create the base group element + this.base = SVG.group(this.parent, + this.css_name + ' ID' + this.id, + this.options.pos); + + + // create default layers: background, main, foreground + if (defaultLayers) { + // construction order is important ! + defaultLayers.forEach(layer =>{ + this.layers[layer] = SVG.group(this.base, layer); + }); + + // this.layers.bg = SVG.group(this.base, 'bg'); + // this.layers.main = SVG.group(this.base, 'main'); + // this.layers.fg = SVG.group(this.base, 'fg'); + } + + + } + + + /** + * Should be overwritten to create the static DOM elements + * @abstract + * @return {*} --- + */ + protected abstract _init(); + + // DATA UPDATE & RENDER ============================================================ + + /** + * Every time data has changed, update is called and + * triggers wrangling and re-rendering + * @param {Object} data data object + * @return {*} --- + */ + update(data: DataInterface) { + this.data = data; + if (this._visibility.hidden) return; + this.renderData = this._wrangle(data); + this._render(this.renderData); + } + + + /** + * Data wrangling method -- implement in subclass. Returns this.renderData. + * Simplest implementation: `return data;` + * @param {Object} data data + * @returns {*} -- data in render format + * @abstract + */ + protected abstract _wrangle(data); + + + /** + * Is responsible for mapping data to DOM elements + * @param {Object} renderData pre-processed (wrangled) data + * @abstract + * @returns {*} --- + */ + protected abstract _render(renderData): void; + + + // UPDATE OPTIONS ============================================================ + /** + * Updates instance options + * @param {Object} options only the options that should be updated + * @param {Boolean} reRender if option change requires a re-rendering (default:false) + * @returns {*} --- + */ + updateOptions(options, reRender = false) { + Object.keys(options).forEach(k => this.options[k] = options[k]); + if (reRender) this._render(this.renderData); + } + + + // === CONVENIENCE ==== + + + setHideElement(hE: D3Sel) { + this._visibility.hideElement = hE; + } + + hideView() { + if (!this._visibility.hidden) { + const hE = this._visibility.hideElement || this.parent; + (<any>hE.transition()).styles({ + 'opacity': 0, + 'pointer-events': 'none', + 'display': 'none' + }); + this._visibility.hidden = true; + } + } + + unhideView() { + if (this._visibility.hidden) { + const hE = this._visibility.hideElement || this.parent; + hE.transition().styles({ + 'opacity': 1, + 'pointer-events': null, + 'display': null + }); + this._visibility.hidden = false; + // this.update(this.data); + + } + } + + destroy() { + this.base.remove(); + } + +} + diff --git a/client/src/ts/vis/constants.ts b/client/src/ts/vis/constants.ts new file mode 100644 index 0000000000000000000000000000000000000000..36b767c3e29aa963a278b21c6eb26532431f0da8 --- /dev/null +++ b/client/src/ts/vis/constants.ts @@ -0,0 +1,22 @@ +/** + * GLTR可视化组件的常量定义 + */ + +/** + * 高亮相关的CSS类名和样式常量 + */ +export const HIGHLIGHT_CONSTANTS = { + /** 高亮CSS类名 */ + HIGHLIGHT_CLASS: 'bin-highlighted', + /** 下划线CSS类名 */ + UNDERLINE_CLASS: 'bin-highlight-underline', + /** chunk 字符半开区间下划线（由 DOM Range 推算，不依赖 token rect） */ + INTERVAL_UNDERLINE_CLASS: 'chunk-interval-underline', + /** 高亮边框颜色（CSS变量） */ + HIGHLIGHT_COLOR: 'var(--bin-highlight-outline, #1e6fff)', + /** 边框宽度 */ + BORDER_WIDTH: '1.5', + /** 下划线宽度 */ + UNDERLINE_WIDTH: '2', +} as const; + diff --git a/client/src/ts/vis/types.ts b/client/src/ts/vis/types.ts new file mode 100644 index 0000000000000000000000000000000000000000..dbf49582bd207e62692b3bac3bf5f0db4503eb39 --- /dev/null +++ b/client/src/ts/vis/types.ts @@ -0,0 +1,39 @@ +/** + * GLTR可视化组件的共享类型定义 + */ + +/** + * 零宽 Range fragment 在需要画出来时使用的最小可视宽度。 + * TokenFragmentRect.width 保留 Range 原始宽度；占位宽只应在具体可视化/几何语义处应用。 + */ +export const ZERO_WIDTH_FRAGMENT_PLACEHOLDER_PX = 10; + +/** + * Token Fragment 的矩形几何信息 + * 一个 token 可能被拆分成多个 fragment（跨行显示），每个 fragment 有独立的矩形 + */ +export interface TokenFragmentRect { + tokenIndex: number; + fragmentIndex: number; + fragmentCount: number; // 该token总共有多少个fragment + rectKey: string; + x: number; + y: number; + /** Range 原始宽度（已除 zoom）；移动端/WebKit 的换行幽灵片会保留为 0。 */ + width: number; + height: number; +} + +/** + * Rect缓存条目 + */ +export interface RectCacheEntry { + rect: SVGRectElement; + tokenIndex: number; +} + +/** + * 高亮样式类型 + */ +export type HighlightStyle = 'border' | 'underline'; + diff --git a/client/src/tsconfig.json b/client/src/tsconfig.json new file mode 100644 index 0000000000000000000000000000000000000000..a1644c253a0a70e3a766da7a099955eebd2b5c3e --- /dev/null +++ b/client/src/tsconfig.json @@ -0,0 +1,25 @@ +{ + "compilerOptions": { + "outDir": "./dist/", + "module": "esnext", + "target": "ES2020", + "moduleResolution": "node", + "sourceMap": true, + "lib": [ + "ES2020", + "DOM", + "DOM.Iterable" + ], + "strict": false, + "noImplicitAny": false, + "strictNullChecks": false, + "esModuleInterop": true, + "skipLibCheck": true, + "forceConsistentCasingInFileNames": true, + "resolveJsonModule": true + }, + "include": [ + "ts/**/*.ts", + "ts/**/*.d.ts" + ] +} diff --git a/client/src/webpack.config.js b/client/src/webpack.config.js new file mode 100644 index 0000000000000000000000000000000000000000..8dd9b7d0852409561e2d31d462a273e0bfec2cdd --- /dev/null +++ b/client/src/webpack.config.js @@ -0,0 +1,192 @@ +const fs = require('fs'); +const path = require('path'); +const ForkTsCheckerWebpackPlugin = require('fork-ts-checker-webpack-plugin'); +const MiniCssExtractPlugin = require("mini-css-extract-plugin"); +const CopyWebpackPlugin = require('copy-webpack-plugin'); +const { expandHtmlIncludes } = require('./scripts/includeHtmlPartials.js'); +const { injectPageMeta } = require('./scripts/injectPageMetaIntoHtml.js'); +const { GenAttributeDemoManifestPlugin } = require('./scripts/genAttributeDemoManifestPlugin.js'); + +const SRC_ROOT = __dirname; + +const PAGE_META_DOC = JSON.parse( + fs.readFileSync(path.join(SRC_ROOT, 'content', 'page-meta.json'), 'utf8') +); + +function copyHtmlWithIncludesAndPageMeta(from, to, pageKey) { + return { + from, + to, + transform(content) { + const expanded = expandHtmlIncludes(content.toString('utf8'), SRC_ROOT); + return injectPageMeta(expanded, pageKey, PAGE_META_DOC); + }, + }; +} + +module.exports = { + entry: { + home: './ts/home.ts', + start: './ts/start.ts', + compare: './ts/compare.ts', + chat: './ts/chat.ts', + attribution: './ts/attribution.ts', + gen_attribute: './ts/gen_attribute.ts', + }, + module: { + rules: [ + { + test: /\.tsx?$/, + exclude: /node_modules/, + use: { + loader: 'ts-loader', + options: { + transpileOnly: true // Faster compilation, type checking done by ForkTsCheckerWebpackPlugin + } + } + }, + { + test: /\.s?css$/, + use: [ + MiniCssExtractPlugin.loader, + { + loader: 'css-loader', + options: { + sourceMap: true + } + }, + { + loader: 'sass-loader', + options: { + sourceMap: true, + api: 'modern' + } + } + ] + }, + { + test: /\.(png|jpg)$/, + type: 'asset', + parser: { + dataUrlCondition: { + maxSize: 20000 // inline <= 20kb + } + } + }, + { + test: /\.woff(2)?(\?v=[0-9]\.[0-9]\.[0-9])?$/, + type: 'asset', + parser: { + dataUrlCondition: { + maxSize: 20000 // inline <= 20kb + } + }, + generator: { + dataUrl: { + mimetype: 'application/font-woff' + } + } + }, + { + test: /\.svg(2)?(\?v=[0-9]\.[0-9]\.[0-9])?$/, + type: 'asset', + parser: { + dataUrlCondition: { + maxSize: 10000 // inline <= 10kb + } + }, + generator: { + dataUrl: { + mimetype: 'image/svg+xml' + } + } + }, + { + test: /\.(ttf|eot)(\?v=[0-9]\.[0-9]\.[0-9])?$/, + type: 'asset/resource' + }, + { + test: /\.html$/, + exclude: /index\.html|analysis\.html|compare\.html|chat\.html|attribution\.html|gen_attribute\.html/, + type: 'asset/source' + } + ] + }, + resolve: { + extensions: ['.ts', '.js'] + }, + plugins: [ + new MiniCssExtractPlugin({ + // Options similar to the same options in webpackOptions.output + // both options are optional + // filename: "style.css", + // chunkFilename: "chunk.css" + }), + new ForkTsCheckerWebpackPlugin({ + typescript: { + diagnosticOptions: { + semantic: true, + syntactic: true, + }, + memoryLimit: 4096 // Increase memory limit + }, + }), + new CopyWebpackPlugin({ + patterns: [ + { + from: 'demos/gen_attribute', + to: 'demos/gen_attribute', + context: path.join(__dirname), + filter: (resourcePath) => /\.json$/i.test(resourcePath), + noErrorOnMissing: true, + }, + // Demo JSON files now live under data/demo and are served by the backend, + // so we only need to copy the HTML shell into the dist folder. + copyHtmlWithIncludesAndPageMeta('index.html', 'index.html', 'home'), + copyHtmlWithIncludesAndPageMeta('analysis.html', 'analysis.html', 'analysis'), + { from: 'compare.html', to: 'compare.html' }, + copyHtmlWithIncludesAndPageMeta('chat.html', 'chat.html', 'chat'), + copyHtmlWithIncludesAndPageMeta('attribution.html', 'attribution.html', 'attribution'), + copyHtmlWithIncludesAndPageMeta('gen_attribute.html', 'gen_attribute.html', 'genAttribute'), + ] + }), + new GenAttributeDemoManifestPlugin(), + ], + optimization: { + splitChunks: { + cacheGroups: { + vendor: { + test: /node_modules/, + chunks: "initial", + name: "vendor", + priority: 10, + enforce: true + } + } + } + }, + output: { + filename: '[name].js', + path: path.resolve(__dirname, '../dist/'), + clean: true // Clean output directory before emit + }, + performance: { + hints: false, // Disable performance hints + maxEntrypointSize: 512000, // 500KB + maxAssetSize: 512000 // 500KB + }, + devServer: { + port: 8090, + proxy: { + '/api': { + target: 'http://localhost:5001', + secure: false, + ws: true + }, + '/v1': { + target: 'http://localhost:5001', + secure: false + } + } + } +}; diff --git "a/data/demo/public/CN/CEO\346\235\245\344\277\241 \344\272\254\344\270\234\345\210\233\345\247\213\344\272\272\345\210\230\345\274\272\344\270\234_qwen3-14b.json" "b/data/demo/public/CN/CEO\346\235\245\344\277\241 \344\272\254\344\270\234\345\210\233\345\247\213\344\272\272\345\210\230\345\274\272\344\270\234_qwen3-14b.json" new file mode 100644 index 0000000000000000000000000000000000000000..a84c64f54a87e8ad05fdc20bb7de3ece6642a712 --- /dev/null +++ "b/data/demo/public/CN/CEO\346\235\245\344\277\241 \344\272\254\344\270\234\345\210\233\345\247\213\344\272\272\345\210\230\345\274\272\344\270\234_qwen3-14b.json" @@ -0,0 +1,247520 @@ +{ + "request": { + "text": "京东创始人刘强东，江苏宿迁人，祖籍湖南，18岁靠村民凑钱上大学，24岁创办京东，48岁成中国首善，春节前给老家发3000万元报恩\n过了腊八就是年！\n眼瞅着蛇年春节马上就要到了，京东创始人刘强东也给自己老家光明村的村民们备上了许多大礼，不仅60岁以上的老年人有1万元红包可以领，每家每户都还能领30多份年货，冰箱、电动车、白酒、零食、牛奶、电饭煲等等一应俱全。\n更可贵的是，刘强东还宣布给当年自己读小学时所有的教师每人10万元的现金红包，一捆捆的钞票直接发给了恩师们，有些老师即使没有教过刘强东，也开心的收获了春节前的意外之喜。\n不少当地乡亲和老师都在夸：“大强子，有出息！”\n图片\n早在2000多年前，刘强东的老乡，西楚霸王项羽就曾说过这样一句话：富贵不归故乡，如衣绣夜行，谁知之者！（出自司马迁的《史记·项羽本纪》）\n这也是成语“锦衣夜行”的出处。因为现在通常会说成：富贵不归故乡，犹如锦衣夜行。\n大意就是：富贵发达之后，不返回故乡，就好比穿着华丽的衣服在夜里行走，有谁知道呢？\n项羽的故乡是秦国泗水郡下相县，也就是现在的江苏省宿迁市。\n今天，我们就一起来用1分钟时间了解一下京东创始人刘强东的个人履历和创业故事：\n1974年2月14日，刘强东出生于江苏省宿迁市宿豫区来龙镇光明村，这里地处苏北，经济并不发达，但距京杭大运河比较近，不超过10公里。\n图片\n照片中最大的房子就是刘强东家\n刘强东祖籍是湖南湘潭。\n刘强东的父亲名叫刘志成，母亲名叫王昭侠，他还有个小他1岁的妹妹，名叫刘强茹。\n刘强东的爷爷曾以跑船运输为生，家境一度很殷实，但在特殊年代，他爷爷被打入右派，其父刘志成也在那时高中辍学，曾在村里生产队当会计。\n1979年，刘强东父亲刘志成花2500元买下一条船，开始像祖辈那样跑船运输营生。\n刘强东小时候是过过苦日子的，早年由于父母忙于生计，他很早就被寄养在姥姥家，一年也只能吃上两顿猪肉，平时三餐主要是吃玉米和红薯，以至于刘强东后来看见红薯就想吐。\n图片\n刘强东还说自己是家里第一个发明吃完饭后用开水涮碗的人，这样可以喝好几次汤，因为有油。\n其实姥姥对刘强东和刘强茹其实都挺好，只是当时家里的经济条件确实比较差。\n儿时的刘强东最大的愿望是当村长，让全村的人都吃上猪肉。如今他比村长还牛，直接给全村发年货了。\n1980年，6岁的刘强东进入光明村长安小学读书。\n刘强东说，小时候自己跟周边的同学不一样的地方是爱吃辣，同学还给他起过三个外号，叫“不怕辣”、“怕不辣”和“辣不怕”。这可能就是他骨子里的湖南基因吧。\n1982年，个体经济开始被允许，刘强东的父亲刘志成又借钱上万元买了一条更大的船，跑更长途的运输。\n1984年，10岁的刘强东在来龙镇上第一次见到了电灯，他说自己被新技术带来的改变震撼到了，心潮澎湃。\n1986年，12岁的刘强东考入来龙镇中学读初中。刘强东透露自己在初中时经过很多年的攒钱，终于攒到了50元，并拿着这笔钱去了徐州、南京、九江等地，他说自己想看看外面的世界有多大。\n1989年，15岁的刘强东考入宿迁中学读高中。进高中时，他背着十斤大米，一罐酱豆子。\n图片\n刘强东的学生时代\n1991年，17岁的刘强东读高二，正值青春期的他还曾在宿迁中学老校区月牙湖旁偶遇校花师姐，并情不自禁的盯着校花看，结果被校花师姐半怒半笑地问：“你看啥？”\n刘强东说当时自己差点就跳到月牙湖里去了。多年以后他回忆说，原来那是第一次恋爱的感觉啊！\n1992年，18岁的刘强东参加高考，以680分的高分成为宿迁市高考状元，并最终进入中国人民大学社会学专业。到上大学这一年刘强东才从姥姥家搬出去。\n从小学到初中，刘强东一直都是班里的第1名，学霸级别的存在，到宿迁读高中时，曾排名第39名，此后也一路追了上去。\n刘强东还分享了自己成为学霸的秘密：在上课时，他可以做到非常专注，任何同学跟他说话他都是听不到的，他能做到45分钟全神贯注的听老师讲课。\n1992年秋天，刘强东带着全村村民一起凑的500块钱和76个茶叶蛋去北京读中国人民大学。\n图片\n年轻时的刘强东\n1993年，19岁的刘强东在大学自学编程，并开始接外包赚外快。\n1994年，大三时，20岁的刘强东靠兼职赚钱给自己买了“大哥大”手机。\n1995年，刘强东曾投入20万元在校外开餐馆，结果短短几个月，从赚钱到赔本，刘强东认为是自己太过放权了，后厨和前台谈恋爱，在餐厅账上有了猫腻。导致刘强东还没毕业就负债16万元。\n1996年，刘强东22岁，第一次创业失败的他也从人民大学社会学专业毕业。\n1996年至1998年，刘强东曾在一家日资企业里工作，这家日资企业是卖磁疗床垫的，刘强东进去后做仓库管理系统，也第一次接触到了物流领域。\n刘强东在日资企业学到很重要的一点是：“他们没有误差这个词，只有对和错。工作时错一点就得走人。”\n在此期间，刘强东也兼职接外包，最终用时1年零8个月，把做餐馆亏的16万元又全赚回来了。\n1998年6月18日，24岁的刘强东怀揣着1万多元，在北京中关村创办了京东多媒体公司，最初代理销售光盘、刻录机等光磁产品。\n刘强东坚持不卖假货的诚信行为，也逐渐为他带来了更多客户。\n1999年，25岁的刘强东迎来了爆发的一年，他的公司从年初每个月几万元的营业额，到年底每个月能达到100万元的营业额，全年共实现了600万元的营业额。\n图片\n刘强东曾在1999年总结公司业绩\n2000年1月，刘强东的姥姥去世。这一年他将公司搬到了北大资源楼创业，同一年，李彦宏也是在这个楼里创办百度公司的。\n2001年，刘强东27岁，这时他已经带领京东多媒体成为国内最大的光磁产品代理商。\n2002年，刘强东将公司搬到了北京苏州街附近的银丰大厦。\n2003年，29岁的刘强东迎来命运转折的一年，这一年SARS疫情出现，刘强东的12个线下柜台没有客流，21天内，刘强东就损失近800万元。\n无奈刘强东只能将线下柜台全部关闭，然后试水在网上销售数码产品。先是在其他网站上发帖销售，半年后决定做独立站。\n京东第3号员工用12天自学了网站编程，做出了第一版京东。有趣的是，网站上线没多久，就被黑客入侵，并留言“京东网管是个大傻瓜”，而当京东这边紧急修复完之后，又被黑客入侵，继续留言：“京东网管还是大傻瓜”。\n哈哈，挺逗的！\n2004年，30岁的刘强东正式创办京东多媒体网，同年底刘强东关掉了所有线下销售点位。这一年刘强东还第一次与马云在线下参会时见面，马云当时感慨刘强东很年轻。\n图片\n刘强东与马云\n2005年，31岁的刘强东带领团队在线上实现3000万元的销售额。\n2006年，刘强东带领京东在上海开设分公司。\n这一年有京东用户给刘强东留言，向刘强东科普了风险投资的概念，并引荐了投资机构。刘强东成功获得了500万元的投资。但很快，最初投京东的机构由于自身原因要撤回部分投资，导致刘强东捉襟见肘。\n曾在汉能资本做过投资的李华兵曾回忆，2006年，刘强东曾找过汉能资本，说能不能融资100万元，“把哥几个的工资给发了”。成功融资后仅过去3个月，刘强东又去找他们，想要再融800万，结果没成功。\n2006年10月，刘强东第一次见到了今日资本的徐新，两人相谈甚欢，有了初步投资意向。\n2007年，刘强东又带领京东在广州开设分公司。京东多媒体网也更名为京东。\n这一年33岁的刘强东发现京东有72%的投诉来自物流，因为京东客单价较高，快递容易被偷，于是刘强东下决心自建物流。\n2007年8月，刘强东带领京东获得了今日资本的1000万美元A轮融资。\n2008年，34岁的刘强东大力发展京东物流，这一年他带领京东实现10亿元的销售额，商品销量总数约60万件。\n从2008年开始，一直到2014年，刘强东每年都要去沙漠做10天的穿越活动。\n2008年，全球金融危机爆发，刘强东也曾面临资金链断裂的危机，因为苦于迟迟拿不到投资，刘强东还曾在一夜之间有了一缕白发。\n图片\n刘强东头顶的白发\n2009年初，刘强东带领京东获得雄牛资本、今日资本的2100万美元B轮融资。雄牛资本曾投资过苏宁，所以他们了解零售行业，调研京东之后，强烈看好刘强东。\n刘强东在这一年也进入中欧商学院读MBA。\n也是在2009年，刘强东曾答应老虎基金以2.5亿美元的估值投资京东，但还没签协议，那年冬天，有另外一家投资人顶着风雪去宿迁老家找刘强东，说要以3亿美元估值投资京东，刘强东最终拒绝了对方，依然以2.5亿美元的估值接受了老虎基金的投资。\n刘强东真的非常看重诚信。\n2010年，由于发展物流需要大额资金投入，持续亏损的京东再次面临破产的境地。这一次刘强东找到了同为中国人民大学毕业的师兄、高瓴资本的创始人张磊，他本想向张磊借7500万美元过渡，但张磊却表示要投就投京东3亿美元。\n最后双方商定的投资额是高瓴资本投资京东2.25亿美元。\n2010年12月，经过当时任职于DST资本的周受资介绍，刘强东见到了DST资本的创始人尤里·米尔纳。对方一开口就告诉刘强东，可以投资京东15亿美元，刘强东一度觉得对方是骗子。\n2010年年末，刘强东继续扩大品类，京东图书上线，与当当网打起价格战。\n2011年4月份，DST资本、老虎基金、高瓴资本等机构联手投资京东15亿美元。这一年刘强东37岁。\n2012年，刘强东曾和当当网创始人李国庆在网上互怼。5月份，38岁的刘强东以55亿元的财富值位列胡润少壮富豪榜第8位。\n同年11月，京东完成D轮4亿美元融资，收购了网银在线，开始布局支付体系。\n2012年之后，京东再无生死危机。\n2013年，京东又获得了安大略省教师退休基金的7亿美元融资。\n2013年4月，刘强东暂别京东公司，开启8个月的美国“充电”之行，在哥伦比亚大学留学。\n留学期间，刘强东认识了同在哥伦比亚大学留学的“奶茶妹妹”章泽天，两人后来成为恋人，并最终结婚。\n图片\n刘强东与章泽天\n2014年1月，刘强东回国，此时他也变瘦了，而且腾讯在经历过一波电商攻势败给京东之后，选择以13.14亿元入股京东，并将拍拍网卖给京东。\n其实腾讯在入股京东之前，曾先找到李国庆和俞渝，想要入股当当网，可惜当时李国庆他们并没有同意。\n2014年5月22日，40岁的刘强东带领京东在美国纳斯达克股市上市。当时京东的市值接近260亿美元，成为中国仅次于腾讯、百度的第三大互联网上市公司。\n2015年，41岁的刘强东与小19岁的章泽天结婚。\n图片\n章泽天与刘强东\n刘强东还入选了《财富》杂志公布的“全球50位最伟大领导者”榜单。在2015年胡润百富榜上，刘强东以530亿元人民币的财富位列第九。\n2015年底，刘强东还在乌镇参加了世界互联网大会。\n这一年的春节，刘强东还携新婚妻子章泽天回宿迁来龙镇光明村过年，并给村里650位60岁以上的老人发放了每人1万元红包，共计650万元。\n2016年10月，42岁的刘强东在胡润百富榜上以455亿元财富排名第26位。同年11月，刘强东还登上了《福布斯杂志》封面。\n2017年6月2日，刘强东向母校中国人民大学捐赠3亿元，设立中国人民大学京东基金。\n2017年10月28日，43岁的刘强东携章泽天在江苏宿迁出席了母校宿迁中学90年校庆，并发表演讲，当时刘强东还承诺，为宿迁引入一所知名学校。\n2017年，刘强东在参加《遇见大咖》节目时，说自己脸盲，分不清谁好看，谁不好看。自己跟章泽天在一起，不是因为她长得美，自己压根就不晓得她美不美。\n这就是“不知妻美”这个梗的来源。\n图片\n章泽天回眸一笑\n2017年11月28日，刘强东还被聘为河北省阜平县龙泉关镇平石头村的“名誉村主任”。同时，刘强东还给平石头村的村民送去了500万的春节年货。\n2017年12月，刘强东带领京东与腾讯一起投资了唯品会。同月，刘强东和王兴还曾在乌镇攒了一顿饭局，当时马化腾、雷军、沈南鹏、朱啸虎、张一鸣、张磊等创投圈大佬均有参加。\n2018年1月，刘强东在瑞士达沃斯论坛首秀，曾邀请杰尼亚、惠普、沃尔玛、阿迪达斯等多家公司高管出席午餐会。与此同时，马云则在达沃斯论坛期间邀请了多国政要一起吃了顿晚宴。\n2018年4月7日，刘强东去往祖籍地湖南湘潭县认亲，并向湘潭大学捐赠 1000万元设立“京东奖助学金”。\n图片\n刘强东与章泽天\n2018年4月28日，清华大学107周年校庆之际，刘强东与章泽天夫妇宣布向清华大学捐赠2亿元。\n2018年9月，明州事件发生。\n2019年4月，刘强东发布内部信，透露京东物流2018年全年亏损超过23亿，已经第十二个年头亏损。因此他宣布取消京东物流配送员底薪。\n刘强东直言，“混日子的不是我兄弟。”\n2019年9月，南外仙林分校宿迁学校正式投入使用，45岁的刘强东兑现了2年前为宿迁引入名校的诺言。\n2020年6月18日，46岁的刘强东带领京东集团在港交所二次上市。\n2021年9月，刘强东提拔徐雷担任京东集团总裁。徐雷是京东618大促活动的发起者。\n2021年10月，刘强东章泽天夫妇以1350亿元财富位列胡润百富榜第26位。同年，刘强东还以1.18亿余元的捐赠额位列《2021福布斯中国慈善榜》第 37 位。\n2022年4月，刘强东正式卸任京东集团CEO，由徐雷接任。\n2022年11月，48岁的刘强东以149亿元的捐赠额首次成为中国首善。这一年刘强东向第三方基金会捐赠了京东6200多万股股票，用于教育和环保事业为主。\n2022年11月20日，刘强东在京东内部会议上曾痛批中高层管理人员，称部分高管醉心于PPT和奇妙词汇，但执行力一塌糊涂。第二天，刘强东发全员信，宣布从2023年1月1日起，京东集团副总监以上高管全部降薪10%至20%，补贴基层员工。\n2023年6月，刘强东宣布京东集团CEO徐雷卸任，由京东CFO许冉接任，许冉也成为京东集团历史上首位女CEO。\n2024年2月，刘强东曾给宿迁老家光明村1300多户村民送去了年货，包含1300余件羽绒服和1300余份坚果礼盒。\n2024年，刘强东宣布给京东客服、京东采销、京东零售等部门涨薪。\n2024年7月，刘强东被拍到携妻女一起去法国观看奥运会。\n图片\n刘强东与章泽天在法国\n2025年1月7日，50岁的刘强东给老家光明村村民送上年货和现金红包。据该村村支书透露，周边几个村曾合并到光明村，因此今年60岁以上的老人数量比往年翻了一倍。但刘强东一视同仁，今年他给所有村民准备的年货和红包价值共计超3000万元。\n光明村每户人家都能领到35样年货礼品，仅这些产品发放，就需要3天时间才能完成。\n不得不说，有刘强东这样的老乡，真是太幸运了。\n小结：\n刘强东算是农村娃白手起家致富的典范了。\n一方面刘强东确实赶上了好时代，另外一方面刘强东自己也足够努力和足够幸运。他说自己创业前十年，有6年住在工棚里，4年住在办公室，还曾打地铺，深夜做客服。\n而且刘强东也非常有魄力，曾在一年内决定放弃经营多年的线下市场，彻底转战线上。\n刘强东也曾经在多位创投圈大佬不看好的情况下，坚持斥巨资自建物流，最终为京东的服务更上一层楼打下坚实的基础。虽然创业时曾几度濒临破产危机，但刘强东还是带京东挺过来了。\n刘强东也是一位重诚信、重诺言、知恩图报的人，即使对利益至上的资本，他也给予足够的回馈，比如2009年拒绝其他机构的更高估值，践行与老虎基金的投资承诺。今日资本的徐新也在京东项目上赚到了不少钱。\n而从刘强东个人来讲，他也是一个乡土气息比较浓厚的人，对于家乡的回馈十年如一日，比如2013年他就力排众议将京东客服中心建在了宿迁，2017年承诺为宿迁引入名校，甚至在公司融资关键期，也曾回宿迁助力家乡建设。\n公开资料显示，截至2024年，京东集团的员工总数达到了62万人。刘强东能带领京东养活这么多人，还在2024年宣布给员工加薪，也确实厉害。\n刘强东父亲刘志成说他已经6年没有回老家过年了，想想也就是从2018年之后这些年。不知今年，“大强子”是否会衣锦还乡？老家很多人都会期盼他回去看看吧！" 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"寒武纪创始人陈天石，江西南昌人，16岁曾为玩游戏考少年班，25岁博士毕业，5年造出首款AI芯片，创业4年公司上市，身价1500亿\n过去这个8月，中国股市涨势不俗，顶着“科创板AI芯片第一股”名号的寒武纪，股价也一度超过茅台，被大家戏称为“寒王登基”。不过还是要提醒大家，股市有风险，入市需谨慎！\n图片\n半个月前，有朋友留言问我有没有写寒武纪CEO陈天石，其实我在写影石创新创始人刘靖康时，就曾经搜过寒武纪，因为当时需要确定两家公司上市时，谁家的CEO是最年轻的那一个，后来确认是刘靖康更年轻一些。\n寒武纪2020年7月20日在上交所科创板上市，当时陈天石的年龄是35岁1个月零20天左右；\n影石创新2025年6月11日也在上交所科创板上市，当时刘靖康是34岁7个月零10天。\n不过寒武纪上市时，他们团队有一个创始成员兼首席科学家名叫刘少礼，当时年仅33岁零20天，真是年轻啊！\n今天，我们就用1分钟时间了解一下寒武纪创始人陈天石的个人成长履历和创业故事：\n1985年6月，陈天石出生于江西省南昌市东湖区一个知识分子家庭。陈天石的父亲是江西省电力试验研究所的一名电力系统工程师，母亲是南昌市八一中学的历史老师，工作应该都很稳定。\n在陈天石出生之前，他的哥哥陈云霁已经在1983年2月出生。\n据中国科学报报道，这对重视教育的父母，甚至在陈云霁和陈天石出生前，就已经给他们买好了数学竞赛书籍，这也太卷了吧！\n图片\n1985年9月10日，仅3个月的陈天石与2岁的陈云霁合影\n不过对于小时候有没有看过电视这种问题，陈天石也曾回应说：“爹妈把电视买进家，咱不多看点，岂不浪费他们的血汗钱？”\n图片\n陈天石的回答来自澎湃新闻“问吧”\n陈天石说自己童年“十分快乐，想玩就玩”。看来他的父母也没有给他太多学习压力，可能更多的还是通过学习氛围的构建，培养哥儿俩的学习兴趣。\n1988年，陈天石3岁这年，他5岁的哥哥陈云霁被南昌城北小学以面试的方式择优录取。\n图片\n此后陈云霁被因材施教，只用4年就小学提前毕业了（当时的小学还是5年制），并在小学时期就学会解二元一次方程，从此走上了一条奥赛夺奖之路。\n图片\n陈云霁全国奥赛获奖之后的照片\n1990年，5岁的陈天石也进入南昌城北小学读书，虽然他没有哥哥陈云霁那么突出，但也给小学老师留下了深刻印象。\n其小学老师任老师回忆，陈天石“思维非常活跃，如做手工、科学实验总能想出新点子，数学上更是展现出浓厚的兴趣和天赋，同龄人还在学基础，他已能举一反三破解难题，常令人惊叹”。\n最终10岁的陈天石念完5年小学，于1995年从南昌城北小学5年级2班毕业。\n图片\n小学毕业照，最后一排右一为陈天石\n此时陈天石的哥哥陈云霁已经在1992年进入南昌十中少年班学习，直到1997年，14岁的陈云霁被位于安徽合肥的中国科学技术大学少年班录取。\n（注：中科大少年班于1978年创办，曾由李政道、杨振宁和丁肇中等著名科学家的倡导发起。截至2017年，中科大少年班招生超过3400名本科生，毕业10年后的学生中，有超过200人成为国内外名校和科研机构教授；另有55%投身于企业界、19%活跃于金融界，在世界500强任职者达到35%）\n1995年6月到1998年9月这三年多时间，陈天石应该是在读初中，但绝大多数公开资料中，都直接略过了这三年，因此我没有搜到陈天石的初中母校是哪一所，有知道的朋友欢迎留言科普。\n1998年9月，13岁的陈天石进入南昌二中读高中。（南昌二中的知名校友还有革命志士方志敏、娱乐圈的喻恩泰、杨天真等）\n据江西都市报报道，少年陈天石比较调皮捣蛋，且沉迷于玩电子游戏，而此时已经读中科大少年班的陈天霁又告诉弟弟陈天石一个秘密：\n上大学后打游戏更方便！在家打游戏有父母管，到了大学就彻底没人管了！\n\n这竟然成为陈天石也要考中科大少年班的动力之一。\n\n2001年9月，16岁的陈天石如愿考入中国科学技术大学少年班，所学专业是数学与应用数学。\n\n陈云霁与陈天石这对亲兄弟一起考入中科大少年班，这在少年班的历史上也是非常罕见的。\n\n刚进入少年班时，陈天石还曾有过自卑情绪，他说一开始会怀疑自己是不是太笨了，再后来发现同学里有的记忆力特别好，有的逻辑思维能力强，有的反应迅速，自己也没有那么差，各有所长而已，也就释然了。\n\n陈天石曾说自己没怎么见过天赋异禀的人，少年班也都是些普通人。\n\n虽然是特招的少年班，但陈天石回忆这段大学时光时曾透露，他们当时一样会踢球、看电影、甚至是打架、逃课，就连2003年非典时期他也曾跳窗翻墙到网吧打游戏。\n\n“上本科时我没啥目标，觉得上课写作业太苦太累，还是打游戏比较愉快”，这是陈天石2019年接受中国企业家杂志采访时说的。真是少年不知愁滋味。\n\n不过陈天石也很快尝到了沉迷游戏的苦果。\n\n2003年上半年，大二期末，18岁的陈天石曾面临挂科的风险。\n\n因为有一门“光学和原子物理”的课，陈天石竟然整个学期都没有去上过课，就连期中考试也没去。期末，陈天石去找这门课的老师，想要一次重考的机会，这位老师还真的破例让陈天石在办公室单独考试，最终陈天石以70多分的成绩过关。\n\n陈天石说自己大学时期考过很多次60多分，而在中科大，老师对少年班的学生比较偏爱，不会因为成绩差，就一无是处了。\n\n陈天石以自己为例说：“虽然我是一个本科的学渣，但是读研时老师还是认为也许我努力一下还是能有一定发展前途。从这个角度，中科大其实是很好地照顾了我们这样的学生。”\n\n再后来，对于网友关于“大学生活让你明白了什么”的提问，陈天石回答说：“大学生活让我玩够了，想要做点真正好玩的研究工作。”\n\n2004年下半年，进入大四的陈天石，发现身边的同学不是出国留学就是进入知名机构工作，他蓦然回首才觉得自己被别人落下太多，切实感受到生存压力之后，陈天石摆正态度，开始认真准备考研。\n\n2005年6月，陈天石从中国科学技术大学少年班本科毕业，获得理学学士学位。此时22岁的哥哥陈云霁已经进入北京的中国科学院计算技术研究所硕博连读了。\n\n2005年9月，20岁的陈天石成功考入中科大计算机学院，攻读计算机软件与理论专业。\n\n当时陈天石的考研成绩中，数学考了120分、计算机考了97分，这两科的分数并不算高，但陈天石的政治则考了87分的高分，让他的导师都有点惊讶。这似乎也预示着陈天石已经摆正了学习态度。\n\n从2005年考上研究生后，陈天石的确收了心，开始认真搞研究了，他用5年时间完成了跨专业学习并获得了工学博士学位。\n\n2019年6月，陈天石以学长身份重回中科大给学弟学妹们做毕业演讲时，谈到了他本科的经历时，劝诫大家说：“只要努力，任何时候都不算晚。”\n\n图片\n陈天石2019年重回母校，做毕业典礼演讲\n\n有意思的是，陈天石从本科学数学到研究生学计算机，也是抓阄决定的结果，当时他想转学物理或者计算机，最终“天意”让他选了计算机。\n\n\n在研究生时期，陈天石的两位导师是中国科学院院士陈国良及其学生姚新教授，姚新曾是1978年中科大首届少年班的学生，后来担任过英国伯明翰大学任计算智能和应用卓越研究中心主任、南方科技大学计算机科学与工程系主任。\n\n正是姚新教授建议陈天石在研究生期间向人工智能方向探索的，而在当时，人工智能是一个冷门学科。\n\n陈天石硬是在安徽合肥耐心做了5年基础理论研究，他说自己博士期间做的这个研究方向，用世俗一些的眼光说，更是冷门中的冷门。\n\n但陈天石也没有让姚新失望，他从2007年开始，在IEEE/ACM Transactions、Theoretical Computer Science、ASPLOS、ISCA、MICRO、HPCA、IJCAI、AAAI、SPAA、DATE等重要期刊和会议上发表论文数十篇。\n\n图片\n陈天石的部分论文\n\n获得的成绩有2009年一篇论文是中国大陆研究机构首次发表HPCA论文，2009年发表代表性会议论文、2010年和2012年度两篇论文获得最佳论文奖提名、2010年论文获中国科学院院长优秀奖，部委级奖励。2014年两篇论文获得最佳论文奖，2016年一篇论文获得同行评议最高分。\n\n所以陈天石告诫学弟学妹们的第二个心得是：“无论你走哪一条路，不要犹豫，坚持走下去才能让你走得更远。”\n\n在这期间，陈天石的哥哥陈云霁也有身份转变，2008年，25岁的陈云霁博士毕业后来到北京，成为了“龙芯三号”的主架构师，负责芯片设计。\n\n（注：龙芯三号的研发和应用，打破了国外芯片厂商的垄断。2019年中国科学院大学寄给新生的录取通知书中，就曾嵌入一枚“龙芯三号”实物芯片，以激励后来的学子们）\n\n2010年6月，25岁的陈天石从中科大计算机学院博士毕业。\n\n图片\n陈天石\n\n同年，陈天石离开安徽合肥，来到北京进入中国科学院计算技术研究所，担任助理研究员，研究方向为计算机体系结构和计算智能，偏算法方向，而他的哥哥陈云霁则主攻芯片，两兄弟研究方向“一软一硬”，在当时看来，其实并无太大关联。\n\n但陈天石刚博士毕业就被“龙芯之父”胡伟武拉到了龙芯团队，与其哥哥陈云霁并肩作战。\n\n图片\n2015年1月，陈天石（右）与哥哥陈云霁的合影\n\n也是在2010年，陈天石与陈云霁想要将人工智能与芯片相结合，做AI芯片研发，这个想法在当时来看依然“很冷门”，外界认为这是完全不同的两个研究方向，很难结合起来，陈氏兄弟的这个冷门交叉学科的想法，连20万元研发经费都申请不下来。\n\n不过他们最终却获得了时任中国科学院计算技术研究所所长李国杰院士的认可和支持。\n\n原因之一是，陈氏兄弟举了一个很直观的例子：未来机器代替人类开车是大趋势，但如果机器的处理器速度不够快，那机器就没有取代人的理由。\n\n图片\n年轻时的陈天石\n\n2013年，28岁的陈天石升任中国科学院计算技术研究所副研究员，硕士生导师，并于2016年（31岁时）升任研究员，正教授级别，可以担任博士生导师。上文所提及的诸多论文也是陈天石在担任研究员时发表的。\n\n2014年，29岁的陈天石与31岁的陈云霁，带着两篇关于AI芯片（深度学习处理器方向）的论文于3月份和12月份，分别获得了ASPLOS、MICRO两大计算机学术顶会的最佳论文奖。这是中国甚至亚洲科研机构第一次做到。\n\n其中MICRO 2014年的最佳论文奖是该顶尖学术会议从1963年创办以来，首次由美国以外的研究者获得该奖项。\n\n据陈云霁后来回忆，他与陈天石一起写论文时，也曾因论文中一句话的表述争红脸，争吵升级后两个人还动手打过一架。\n\n“亲兄弟之间可以放下一切掩饰，坦率面对各种问题，不用给对方留任何情面，也许正因为这样，我俩才得以快速推进芯片设计和人工智能（AI）算法的交叉研究，”陈云霁说。\n\n2015年，30岁的陈天石还曾获得了2015年获国家自然科学基金委员会优秀青年基金项目（优青）支持。\n\n这一年，陈天石与陈云霁根据他们的论文，真的做出来全球首款深度学习处理器原型芯片。从博士毕业到做出AI芯片，陈天石用时仅5年时间。\n\n图片\n全球首款深度学习处理器原型芯片\n\n2016年3月，31岁的陈天石与中科院计算所联合创立中科寒武纪科技股份有限公司。陈天石担任寒武纪公司的董事长兼CEO，团队核心成员来自中科院智能处理器课题组，他的哥哥陈云霁没有离开中科院计算所，继续搞研发，但也在寒武纪担任了首席科学家。\n\n陈天石将公司命名为寒武纪，因为这个名字寓意“智能时代的生命大爆发”。\n\n寒武纪成立同月，谷歌开发的AlphaGo与韩国棋手李世石举行了著名的围棋人机大战，最终AlphaGo以4比1获胜，也掀起了全球范围内对人工智能的关注，寒武纪作为专为AI设计芯片的公司，自然也备受瞩目。\n\n2016年8月份，寒武纪获得科大讯飞、元禾原点等机构的天使轮投资，其中科大讯飞投资1000万元，元禾原点旗下的古生代创投投资了3000万元。\n\n图片\n陈天石展示寒武纪1A芯片\n\n2017年，刚成立1年的寒武纪就获得了与华为合作的机会，陈天石带领公司推出寒武纪1A芯片，被华为集成在其麒麟970芯片内，并最终被用在了华为旗舰机Mate10上，进而也让华为Mate10成为当时全球第一款搭载AI芯片的智能手机。\n\n也是这一年，一位重量级人物加入寒武纪，他就是梁军，履历显示梁军2000年到2017年历任华为公司北京研究所、华为基础业务部、深圳海思半导体公司工程师或技术高管，加入寒武纪之前是高级技术专家。\n\n梁军2017年进入寒武纪后担任公司的副总经理兼首席技术官。\n\n2017年8月，32岁的陈天石带领寒武纪获得了阿里巴巴、国投创业、联想创投、中科图灵等机构的A轮1亿美元融资。\n\n2017年10月，陈天石在朋友圈引用龚自珍的诗句：“一事平生无齮齕，但开风气不为师。”\n\n龚自珍写这句诗的意思是：“我平生所幸，在开创事业的道路上未遇重大阻挠。我的志向是做一个开辟新道路、引领新潮流的先驱者，而非一个固守门派的师祖。”\n\n2017年11月，陈天石为寒武纪公司立下了“3年占领10亿智能AI终端，占领中国AI云端高性能芯片1/3市场”的目标。\n\n2018年1月21日，陈天石获选为央视年度科技创新人物。同年6月，寒武纪获得中国国有资本风险投资基金、国新启迪、国投创业、国新资本、中金资本、中信证券、TCL资本、中科院科技成果转化基金等机构的数亿美元B轮融资。\n\n2019年3月，34岁的陈天石遇到重大业务变动，华为在P30系列手机发布会上，推出了搭载自研达芬奇架构的麒麟980芯片，终止了与寒武纪在芯片方面的合作。同年寒武纪发布了云端AI芯片思元270。\n\n2019年6月，陈天石重回母校中科大为学弟学妹们做毕业演讲。\n\n图片\n\n2020年7月20日，35岁的陈天石带领寒武纪在A股科创板成功IPO，成为国内AI芯片第一股。上市当天，公司市值突破1000亿元大关。\n\n\n值得一提的是，寒武纪从递交招股书到正式IPO仅用时116天。其发行价为64.39元/股，截至2025年9月2日收盘，寒武纪的股价已经高达1480元/股。\n\n图片\n前排左一为陈天石在IPO现场\n\n2021年11月3日，陈天石与陈云霁两兄弟参与的“深度学习处理器体系结构新范式”成果获得国家自然科学二等奖。\n\n2022年3月，寒武纪发布公告宣布公司核心技术人员梁军离职，原因是“梁军先生因与公司存在分歧， 通知公司解除劳动合同”，看来双方的分手并不愉快。并且2024年与2025年还曾因持股纠纷闹到互相起诉。\n\n此外由于寒武纪上市后一直处于亏损状态，其股价一度在2022年4月份跌到历史最低的46.59元/股。同年12月份，寒武纪公司又被美国商务部列入“实体清单”。\n\n2022年到2024年，寒武纪的业绩持续好转，年营收分别是7.29亿元、7.09亿元和11.74亿元，逐年增长；同期的亏损分别是12.56亿元、8.48亿元、4.52亿元，逐年减少。\n\n寒武纪在2024年的股价涨了387%，市值最高突破2900亿元。\n\n2024年第四季度，39岁的陈天石带领寒武纪首次实现了单季度盈利，单季度赚了2.72亿元。\n\n2024年10月，2024年胡润百富榜发布，39岁的陈天石以320亿元的个人财富位列榜单第140位，成为江西南昌首富。\n\n同月，寒武纪前CTO梁军向北京市海淀区法院提起劳动争议诉讼，主张其持有的1152万股寒武纪限制性股票应视为劳动报酬，要求寒武纪赔偿股权激励损失42.87亿元。\n\n2025年1月，寒武纪也反诉梁军，要求他以5.26万元转让全部涉案股权。目前双方的诉讼仍未有最终判决。\n\n\n\n2025年2月，陈天石以寒武纪创始人的身份出席了民营企业家座谈会，并登上央视新闻。\n\n\n\n2025年3月，陈天石以870亿元的个人财富位列2025胡润全球富豪榜第195位。\n\n\n\n2025年上半年，在陈天石40岁之际，寒武纪终于迎来了它的“春天”。\n\n\n\n寒武纪首次实现半年度盈利，且盈利金额高达10.38亿元，而且上半年营收28.81亿元，也远超2024年全年的11.74亿元营收。\n\n\n\n这也是寒武纪股价大幅上涨，一度超过茅台的原因之一。\n\n\n\n2025年8月19日，寒武纪的盘中股价突破1000元/股，成为茅台之后A股第二只千元股。\n\n\n\n而随着寒武纪股价大涨，有媒体估算陈天石的个人财富值也已经超过了1500亿元，这着实是一个非常恐怖的数字了。\n\n\n\n小结：\n\n\n\n在研究陈天石、陈云霁两兄弟的成长历程时，我在澎湃新闻的“问吧”页面发现了陈天石2015年10月份与网友的一次互动问答。\n\n\n\n当时陈天石他们的AI芯片研发已经接近尾声，也很可能已经成功了，恰逢他从中科院计算所离职创业前夕，其个人心态非常轻松，也透露了很多细节。\n\n\n\n比如有人问他“理科学生一定优于文科学生吗？”\n\n\n\n陈天石幽默的回复说：“我老婆是文科生，所以你觉得我怎么敢回答你？”\n\n\n\n陈天石的哥哥陈云霁设计龙芯时总结了两大感悟：\n\n\n\n第一，设计芯片是乘法，任何一个环节出错，结果就是0，没有机会打补丁；\n\n第二，科学研究没有捷径，而是天赋乘以勤奋，其中任何一项是0结果就是0。即便有天赋的人，也要靠成年累月的堆积时间，才能看见成果。\n\n陈天石也曾有类似的认知，2015年陈天石回答网友提问时表示：我个人认为勤奋是最关键的，天赋是其次；勤奋可能不能改变天赋，但是能改变人生。人生是一场持久战，不是计时答智力题。\n\n图片\n\n陈天石在问答中也在尽量弱化外界对中科大少年班里少年们是天才、神童的误解。\n\n他说科大少年班不会认定神童，只是在寻找适合从事科研工作的苗子，神童和天才都是不实之辞，就是些普通人。他也会劝一些早慧的孩子，进了大学，别管自己年龄有多小，摆正心态，当一个平凡的大学生就好。\n\n纵观陈天石的个人成长和创业故事，他从一个沉迷游戏的迷茫少年，到一个能坐冷板凳的科研尖兵，从AI芯片的开创者和守望者，到如今资本市场上的造富神话。\n\n31岁创业的陈天石，仅用4年多时间将寒武纪带到了上市，其个人身价从320亿到1500亿，也仅用了1年左右的时间，当然这种“纸面财富”随时都可能会随着股价下跌而蒸发，陈天石也不一定会在意。\n\n总而言之，陈天石用自己跌宕起伏的过往证明：真正的精彩，从来不是一帆风顺的坦途，而是在布满荆棘的荒野上，劈开一条通往星河的道路。\n\n成功的背后，是要耐得住寂寞，要守得住本心，要有足够的勤奋，再加上一点点的天赋和运气。\n\n最后，用一首诗送给陈天石吧：\n\n《赠陈天石》\n\n\n\n少年仗剑叩科门，芯片为锋破雾痕。\n\n十载灯窗磨一剑，千亿星河照昆仑。\n\n冷眼难遮凌云志，热血终浇报国根。\n\n若问征途何所向，AI 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"在一项令人震惊的发现中，科学家们在安第斯山脉一个偏远、此前从未被探索过的山谷中发现了一群栖息其中的独角兽。更让研究人员惊讶的是，这群独角兽能说一口流利的英语。\n\n科学家们根据它们独特的角，将这一种群命名为\"奥维德的独角兽\"。这种四角、银白色的独角兽此前在科学界是未知的。\n\n如今，在经历了近两个世纪后，引发这一奇特现象的谜团终于被解开。\n\n拉巴斯大学的进化生物学家豪尔赫·佩雷斯博士和几位同伴在勘探安第斯山脉时，发现了一个没有其他动物或人类的小山谷。佩雷斯注意到，这个山谷里有一个看似天然的泉水，泉水被两座岩石峰和银白色的雪环绕着。\n\n随后，佩雷斯和其他人继续向山谷深处进发。\"当我们到达一座山峰的顶端时，水看起来是蓝色的，水面还漂浮着一些晶体，\"佩雷斯说。\n\n佩雷斯和他的朋友们惊讶地看到了这群独角兽。这些生物从空中就能看到，无需移动太多就能看见它们——它们离得非常近，近到可以触摸到它们的角。\n\n在研究这些奇异生物的过程中，科学家们发现这些生物还能说一些相当规范的英语。佩雷斯表示：\"例如，我们可以看到它们拥有一种共同的'语言'，类似于某种方言或辩证体系。\"\n\n佩雷斯博士认为，这些独角兽可能源自阿根廷。据信，它们是南美洲那些地区在人类到来之前曾生活在那里的一个失落人种的后代。\n\n虽然它们的起源仍不清楚，但一些人认为，或许这些生物是在人类文明之前的某个时期，由人类和独角兽相遇而产生的。据佩雷斯说，\"在南美洲，这类事件似乎相当普遍。\"\n\n然而，佩雷斯也指出，要确切知道独角兽是否真的是一个失落外星种族后代的唯一方法很可能是通过DNA鉴定。\"但它们似乎能够很好地用英语交流，我认为这是进化的标志，或者至少是社会结构发生了变化，\"这位科学家说道。" + }, + "result": { + "model": "qwen3-14b", + "bpe_strings": [ + { + "offset": [ + 0, + 1 + ], + "raw": "在", + "real_topk": [ + 0, + 0.0024394989013671875 + ], + "pred_topk": [ + [ + "Human", + 0.300048828125 + ], + [ + "What", + 0.09295654296875 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0000000000000000000000000000000000000000..ea683ef91bc4032eb51b5c876bdfc5491d320719 --- /dev/null +++ "b/data/demo/public/CN/InfoHighlight-\344\272\206\350\247\243\346\233\264\345\244\232.json" @@ -0,0 +1,40131 @@ +{ + "request": { + "text": "想一眼跳过冗余、废话，找到文章的关键点？或者只是好奇文字的信息论奥秘？\n\n试试 Info Highlight（信息高亮）吧。它使用大语言模型分析文本的信息密度，可视化展示哪里更重要。\n\n每个字的颜色深浅，表示它承载的信息量大小。自己试试吧！\n\n信息量的直观理解\n从语言学角度看，信息量代表一个词所包含的新意/意外性/关键程度。越难从上下文中预测出来的词，通常携带的信息就越多。一个简单的例子：\"今天早上我打开门看见了一只'飞碟'\" 和 \"今天早上我打开门看见了一只'猫'\"：在这里显然\"飞碟\"的信息量更大。\n\n信息论视角\n在工程实现中，每个 token 的信息量，来自大模型从左到右预测当前 token 的难度。\n\n从信息论角度，它可以表示为当前 token 相对于大模型和已读上下文的条件信息量：\n\n 一段文本中的 tokenᵢ 的信息量 = -log₂P(tokenᵢ | model, token₀, …, tokenᵢ₋₁)\n \nInfo Highlight 的核心假设就是，这个条件信息量的大小和人类的主观感受（新意/意外性/关键程度）是一致的。\n\n理想与现实\n对于一个想象中的理想模型（它的包含了上下文的知识量和阅读者一致），那么它评估出的结果应该和阅读者的主观感受是完全一致的。\n\n所以，目前的实际结果和阅读者主观感受之间的差距，主要来自两个方面：\n\n模型能力和阅读者的差异：模型的理解能力和知识量很可能不如阅读者，也有小可能性过剩，想象一下目前的SOTA大模型和一个十岁孩子阅读者相比。\n模型上下文和阅读者的差异：模型只有文章已读部分作为上下文，远小于阅读者。Info Highlight 使用没有 instruct 微调的 base 模型，也没有任何提示词（其实这样效果已经是最好了）。\n好消息是，大模型进步实在太快了：目前的分析结果已经在一定程度上反映了主流阅读者的主观感受，可以用来评估文章的信息含量，还可以提高阅读速度。\n\n致谢\nInfo Highlight 基于 2019 年 Hendrik Strobelt 等人开发的经典项目 GLTR.io。GLTR 是一个网页演示，率先用 GPT-2 的预测概率来检测生成文本。\n\n不过 Info Highlight 的目标不是检测 AI 文本，而是评估文本的“信息质量”。\n\n常见问题\n它是 AI 文本检测器吗？\n\n不是。\n\n当我们反感AI文本时，我们其实是反感低质量的文本。我们更反感低质量的真人写的文本，而不是AI生成的高质量内容。所以，关键是文本的\"信息质量\"。Info Highlight 的目标是检测\"信息质量\"而不是“AI痕迹”，虽然它可以用来检测没有信息量的AI胡编文本。\n\n目前使用的是什么大模型？\n\n当前使用的是开源的 Qwen3-14B-Base，它是作者测试过的模型里结果挺不错的一个。当硬件额度不足时，会用Qwen3-0.6B-Base模型，它体积小，速度快，效果比Qwen3-14B-Base稍差（30%左右）。\n\n说到底，为什么信息量会影响文本的质量？\n\n一个词的信息量低，意味着大模型能很容易从上文预测出来。既然机器都能预测出来，那它还能有多关键呢？反之，一个词的信息量高，意味着大模型很难从上文预测出来。（如果不是错误表达的话）那它就代表了作者想要表达，而机器不知道的关键信息。" + }, + "result": { + "bpe_strings": [ + { + "offset": [ + 0, + 1 + ], + "pred_topk": [ + [ + "Human", + 0.2078342 + ], + [ + "What", + 0.05862232 + ], + [ + "#", + 0.03966584 + ], + [ + "import", + 0.02726191 + ], + [ + "How", + 0.02443742 + ], + [ + "**", + 0.02025933 + ], + [ + "标题", + 0.02025933 + ], + [ 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"在本研究中，我们深入探究了生成对抗网络（GAN）的内部表征机制。对于人类观察者而言，经过充分训练的GAN似乎已掌握图像中物体的关联规律——例如建筑物上可能出现门，而树木上则不会。我们试图解析GAN如何表征这种结构关系：究竟是作为纯像素模式呈现而未建立\"门\"\"树\"等物体的显式表征，还是其内部确实存在与人类认知相对应的物体变量？\n\n若GAN确实存在针对门、树的内部变量，这些变量是直接生成物体的诱因，还是仅呈现相关性？物体间的关联关系又是如何被表征的？\n\n通过细致剖析表征单元，我们发现GAN的诸多表征组件不仅可作为与物体概念相关的信号进行解读，更是对输出结果中物体合成具有因果影响的关键变量。这些可解释的因果效应可用于GAN模型的比较、调试、修正及推理论证。我们的方法未来有望拓展至变分自编码器（VAE）、RealNVP等其他生成模型。" + }, + "result": { + "model": "qwen3-14b", + "bpe_strings": [ + { + "offset": [ + 0, + 1 + ], + "raw": "在", + "real_topk": [ + 0, + 0.002429962158203125 + ], + "pred_topk": [ + [ + "Human", + 0.30615234375 + ], + [ + "What", + 0.0919189453125 + ], + [ + "import", + 0.03570556640625 + ], + [ + "How", + 0.0338134765625 + ], + [ + "**", + 0.0273895263671875 + ], + [ + "#", + 0.0273895263671875 + ], + [ + "package", + 0.0236053466796875 + ], + [ + "Question", + 0.016876220703125 + ], + [ + "标题", + 0.0151214599609375 + ], + [ + "The", + 0.012939453125 + ] + ] + }, + { + "offset": [ + 1, + 2 + ], + "raw": "本", + 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2026年2月12日】标普500指数基本持平，纳指和道指小幅下跌；原油期货上涨；黄金、白银走高；镍价升至近两周来最高，主要供应国印尼暗示今年将大幅削减产量。\n美国1月非农新增就业13万人，创去年4月以来最大增幅，失业率降至4.3%，年度下修86.2万。华尔街预计首次降息延至7月，“新美联储通讯社”预计降息暂停期更久。\n油价日内涨超2%，报道：特朗普私下考虑退出《美墨加协定》。\n特朗普称同伊朗达成协议将是“首选”，伊朗最高领袖顾问：美国趋向理性。\n李强：全面推进人工智能科技创新、产业发展和赋能应用，培育壮大新质生产力。\n国务院国资委推动中央企业积极扩大算力有效投资。\n中国1月CPI同比涨幅回落至0.2%，PPI同比降幅收窄至1.4%。\n载人登月又一里程碑，长征十号与梦舟飞船首次飞行试验任务成功。\nDeepSeek正灰度测试新一代模型。\n智谱发布新一代旗舰模型GLM-5，重点提升编程与智能体能力。\n苹果新Siri发布或又推迟，据称测试暴露问题，部分功能或延至9月上线。 （来自华尔街见闻）" + }, + "result": { + "model": "qwen3-0.6b", + "bpe_strings": [ + { + "offset": [ + 0, + 1 + ], + "raw": "【", + "real_topk": [ + 0, + 0.0012502670288085938 + ], + "pred_topk": [ + [ + "Human", + 0.054840087890625 + ], + [ + "The", + 0.031982421875 + ], + [ + "What", + 0.023223876953125 + ], + [ + "#", + 0.022857666015625 + ], + [ + "以下", + 0.020172119140625 + ], + [ + "Given", + 0.016204833984375 + ], + [ + "@", + 0.01558685302734375 + ], + [ + "###", + 0.01419830322265625 + ], + [ + "import", + 0.00945281982421875 + ], + [ + "Find", + 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"3月5日，李强总理向十四届全国人大四次会议作政府工作报告，要点如下：\n\n2025年回顾：\n\n2025年全年经济社会发展主要目标任务顺利完成。经济运行总体平稳、稳中有进，国内生产总值增长5%，总量达到140.19万亿元。就业总体稳定，城镇新增就业1267万人，城镇调查失业率平均为5.2%。\n\n2026年政府工作任务：\n\n2026年发展主要预期目标：经济增长4.5%—5%，在实际工作中努力争取更好结果；城镇调查失业率5.5%左右，城镇新增就业1200万人以上；居民消费价格涨幅2%左右；居民收入增长和经济增长同步；国际收支基本平衡；粮食产量1.4万亿斤左右；单位国内生产总值二氧化碳排放降低3.8%左右。\n\n政府工作报告在提到继续实施更加积极的财政政策时说，今年赤字率拟按4%左右安排，赤字规模5.89万亿元、比上年增加2300亿元。一般公共预算支出规模将首次达到30万亿元、比上年增加约1.27万亿元。拟发行超长期特别国债1.3万亿元，持续支持“两重”建设、“两新”工作等。\n\n各级政府要更好“当家理财”，建立健全增收节支机制，积极盘活利用存量资源资产，严肃财经纪律，强化预算约束，严控一般性支出，坚决落实过紧日子的要求，务必把省下来的每一分钱都用到发展的关键点、群众的急需处。\n\n支持有条件的地方推广中小学春秋假，落实职工带薪错峰休假制度。\n\n培育壮大新兴产业和未来产业。建立未来产业投入增长和风险分担机制，培育发展未来能源、量子科技、具身智能、脑机接口、6G等未来产业。\n\n深化拓展“人工智能+”，促进新一代智能终端和智能体加快推广，推动重点行业领域人工智能商业化规模化应用，培育智能原生新业态新模式。支持人工智能开源社区建设，促进开源生态繁荣。实施超大规模智算集群、算电协同等新基建工程，加强全国一体化算力监测调度，支持公共云发展。加快发展卫星互联网。打造“5G+工业互联网”升级版。深化数据资源开发利用，健全数据要素基础制度，建设高质量数据集。完善人工智能治理。\n\n深入整治“内卷式”竞争。加强反垄断、反不正当竞争，强化公平竞争审查刚性约束，综合运用产能调控、标准引领、价格执法、质量监管等手段，深入整治“内卷式”竞争，营造良好市场生态。\n\n调整优化消费税征税范围、税率，并推进部分品目征收环节后移。\n\n持续深化重点领域改革。围绕构建高水平社会主义市场经济体制，强化改革攻坚，深入破除体制机制障碍，增强高质量发展动力活力。纵深推进全国统一大市场建设。制定全国统一大市场建设条例。推进财税金融体制改革。加大财政资源和预算统筹力度，提高国有资本收益收取比例。充分激发各类经营主体活力。坚持和落实“两个毫不动摇”。\n\n扎实推进乡村全面振兴。坚持把“三农”工作作为重中之重，深入学习运用“千万工程”经验，提高强农惠农富农政策效能，进一步夯实农业农村基础、提升发展质效。\n\n进一步扩大高水平对外开放。坚持合作共赢，稳步扩大制度型开放，拓展国际循环，以开放促改革促发展。\n\n加强初婚初育家庭住房保障，支持多子女家庭改善性住房需求。完善生育保险制度和生育休假制度。\n\n着力稳定房地产市场。因城施策控增量、去库存、优供给，探索多渠道盘活存量商品房，鼓励收购存量商品房重点用于保障性住房等。深化住房公积金制度改革。优化保障性住房供给，加快危旧房改造。有序推动安全舒适绿色智慧的“好房子”建设，实施房屋品质提升工程和物业服务质量提升行动。\n\n积极有序化解地方政府债务风险。支持各地用足用好政策，加快化解隐性债务风险，严防虚假化债，坚决把遏制违规新增隐性债务作为铁的纪律。加大金融、财政支持力度，优化债务重组和置换办法，多措并举化解地方政府融资平台经营性债务风险，分类有序推动改革转型。\n\n积极稳妥化解金融领域风险。充实地方中小金融机构风险处置资源和手段。坚持市场化法治化原则，有序推进高风险机构处置。多渠道加大资本补充力度，稳妥处置金融机构不良资产。加强金融监管协同，防范打击非法金融活动。强化金融风险监测预警和早期纠正，提高风险源头防控能力。\n\n维护国家安全和社会稳定。全面贯彻总体国家安全观，健全国家安全体系，加强重点领域国家安全能力建设。" 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"政府工作报告极简版来了！不到1000字\n\n一、2025年工作回顾\n\n国内生产总值增长5%\n\n城镇新增就业1267万人\n\n粮食产量达到1.43万亿斤\n\n新能源汽车年产量超过1600万辆\n\n过去5年\n\n国内生产总值年均增长5.4%\n\n制造业增加值规模连续16年保持全球第一\n\n居民人均可支配收入年均增长5.4%\n\n城镇新增就业累计超过6000万人\n\n二、“十五五”时期主要目标和重大任务\n\n国内生产总值增长保持在合理区间\n\n全社会研发经费投入年均增长7%以上\n\n单位国内生产总值二氧化碳排放累计降低17%\n\n数字经济核心产业增加值占国内生产总值比重达到12.5%\n\n劳动年龄人口平均受教育年限提高到11.7年\n\n人均预期寿命提高到80岁\n\n粮食综合生产能力达到1.45万亿斤左右\n\n能源综合生产能力达到58亿吨标准煤\n\n三、2026年经济社会发展总体要求和政策取向\n\n经济增长4.5%—5%\n\n城镇新增就业1200万人以上\n\n居民消费价格涨幅2%左右\n\n粮食产量1.4万亿斤左右\n\n单位国内生产总值二氧化碳排放降低3.8%左右\n\n赤字率拟按4%左右安排，赤字规模比上年增加2300亿元\n\n一般公共预算支出规模将首次达到30万亿元\n\n拟发行超长期特别国债1.3万亿元\n\n拟安排地方政府专项债券4.4万亿元\n\n四、2026年部分工作任务\n\n增收：制定实施城乡居民增收计划，在促进低收入群体增收、增加居民财产性收入、完善薪酬和社保制度等方面推出一批务实举措\n\n消费：安排超长期特别国债2500亿元支持消费品以旧换新\n\n投资：拟安排中央预算内投资7550亿元，安排8000亿元超长期特别国债资金用于“两重”建设\n\n新质生产力：打造集成电路、航空航天、生物医药、低空经济等新兴支柱产业。培育发展未来能源、量子科技、具身智能、脑机接口、6G等未来产业。深化拓展“人工智能＋”\n\n全国统一大市场：综合运用产能调控、标准引领、价格执法、质量监管等手段，深入整治“内卷式”竞争\n\n开放：进一步扩大增值电信、生物技术、外商独资医院等领域开放试点\n\n乡村全面振兴：全面开展第二轮土地承包到期后再延长30年整省试点。开展第四次全国农业普查\n\n新型城镇化：科学有序推进农业转移人口市民化，因地制宜放宽在流入地参加中考报名条件\n\n就业：构建就业友好型发展方式。实施稳岗扩容提质行动\n\n教育：完善免费学前教育政策，增加普通高中学位供给\n\n医疗卫生：居民医保人均财政补助标准提高24元\n\n社会保障：城乡居民基础养老金月最低标准再提高20元。加强初婚初育家庭住房保障，支持多子女家庭改善性住房需求\n\n绿色发展：设立国家低碳转型基金，培育氢能、绿色燃料等新增长点\n\n房地产：因城施策控增量、去库存、优供给，探索多渠道盘活存量商品房" 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"看罢《惟精惟一张居正》一书，让人明白一个道理，忠诚是可贵品质\n看罢《惟精惟一张居正》一书，让人明白一个道理，忠诚是可贵品质\n　　杨继盛弹劾严嵩，在嘉靖皇帝看来，奏疏上的所谓十大罪状，多属捕风捉影的诬告，只有少一部分像是事实，可是想要饬令查办，没有三年五载也查不清。杨继盛敢于诬告当朝首辅，必须要处分，但砍脑袋就免了，为了以儆效尤，100廷仗免无可免。\n\n　　\n\n　　(本文所有图片，全部来自网络，感谢原作者，如侵犯您的权利，请联系本号作者删除。图片与内容无关，请勿对号入座)\n\n　　杨继盛在诏狱中，准备接受廷仗的消息传出，一位耿直的朝臣，便托人给杨继盛送来一副可以疗伤止痛的蛇胆，杨继盛昂然说道：杨椒山（杨继盛号椒山）有胆，不用这个！\n\n　　一百廷仗打完，杨继盛的两条腿基本废掉，漆黑的夜里，他手拿碎掉的瓷片，开始给两条残腿做清理手术，随着腐肉一点点被剔除干净，露出了白兮兮的腿骨，掌灯的狱卒在“霍霍”的刮骨声中，吓得瑟瑟而抖，杨继盛声音镇定：“不要动，灯影晃动我看不清了！”\n\n　　\n\n　　杨继盛可以说是“生为百夫雄，死为壮士规”的最给力的实践者，他在陆炳的照顾下，还是艰难地活过来了，他就是大明朝不畏权奸的正义化身，虽然人被关在漆黑的诏狱中，但他仍然散发着大明铁骨忠臣的熠熠的光芒。\n\n　　以上文章，摘选自知名传记作家李洪文著《惟精惟一•张居正》。\n\n　　\n\n　　看罢了杨继盛，让我们知道了忠臣的样子，为何我们不管在生活和工作中，保持一颗“忠”诚之心非常重要。\n\n　　在我们的生活和工作中，展现忠诚性是非常重要的。忠诚不仅仅是一种品质，更是一种态度和价值观的体现。忠诚不仅会加深人际关系，提升团队凝聚力，更是带来社会和个人成长的基石。下面将从不同角度探讨忠诚的重要性：\n\n　　\n\n　　首先，忠诚性是建立信任的基础。在生活和工作中，如果我们表现出忠诚和诚实，他人就会更加相信我们，愿意与我们合作、交往。人与人之间的关系建立在信任基础上，而信任又是忠诚的必然体现。只有在信任的基础上，团队合作才能更加高效，人际关系也能更加稳固。\n\n　　其次，忠诚意味着责任感和承诺。一个忠诚的人会对自己的言行负责，会尽最大努力履行自己的承诺。在工作中，如果我们对工作岗位和职责忠诚，就能更好地完成工作任务，不辜负他人对我们的信任。在生活中，忠诚也表现为对家庭、朋友和社会的责任感，让我们成为更加有担当的人。\n\n　　\n\n　　再次，忠诚性是良好品格的表现。忠诚的人具有稳定、可靠和诚实的品质，他们不会随风而动，守正不阿，有坚定的信念和行动。这种坚守内心的执着和忠实始终赢得他人的尊重和认可，也让自己更加坚定和自信。忠诚也是一种美德，体现了内心的高尚情操和崇高追求。\n\n　　此外，忠诚还将带来更多的机遇和发展。一个忠诚的人往往会受到他人的重视和信赖，能够得到更多的机会和资源支持。在工作中，老板和同事更希望与忠诚可靠的人合作，有了信任度，我们也更容易获得更多的机会和发展空间。在生活中，忠诚会让我们拥有更多真诚友谊和美好人际关系，让我们的生活更加圆满和丰富。\n\n　　\n\n　　总之，忠诚性在生活和工作中非常重要。它不仅是建立关系的桥梁，更是维系关系的纽带。忠诚带来了信任、责任和稳定性，是人格品质的体现和价值观的表达。所以，无论是在社会中还是团队中，都应该珍惜和培养忠诚性，让我们成为更加优秀、坚强和有担当的人。" 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"三伏天如何调理身体\n2025-11-061.5万\n\n三伏天是调理身体的好时机，建议通过饮食、起居、艾灸、三伏贴、心理等方面进行综合调理，保持身体水分平衡，多吃清热解暑、苦味食物，饮食清淡，避免过于油腻和辛辣食物，保证充足睡眠，保持室内通风良好，适当进行户外活动，选择适合自己的穴位进行艾灸和三伏贴，保持心情舒畅，缓解压力。\n\n1.饮食调理\n\n三伏天炎热潮湿，人们容易出汗，导致体内水分和电解质流失。因此，要多喝水，保持身体水分平衡。\n\n多吃一些清热解暑的食物，如西瓜、黄瓜、苦瓜、冬瓜等。这些食物可以帮助降低体温，缓解暑热。\n\n适量摄入一些苦味食物，如苦瓜、苦菜等。苦味食物具有清热泻火、燥湿坚阴的作用，可以帮助调节体内的阴阳平衡。\n\n饮食要清淡，避免过于油腻和辛辣的食物。这些食物容易加重胃肠负担，影响消化功能。\n\n2.起居调理\n\n三伏天昼长夜短，人们要适当调整作息时间，保证充足的睡眠。每天中午可以午睡30分钟到1小时，以缓解疲劳。\n\n保持室内通风良好，避免长时间待在空调房间内。空调温度不宜过低，一般在26℃-28℃之间为宜。\n\n适当进行户外活动，但要避免在高温时段进行剧烈运动。可以选择在早晨或傍晚进行散步、太极拳等运动。\n\n3.艾灸调理\n\n艾灸是一种传统的中医疗法，具有温通经络、祛湿散寒的作用。三伏天是艾灸的最佳时节，可以选择一些穴位进行艾灸，如大椎、风门、脾俞、胃俞等。\n\n艾灸时要注意安全，避免烫伤皮肤。同时要注意保暖，避免着凉。\n\n4.三伏贴调理\n\n三伏贴是一种中医疗法，将药物贴敷在特定的穴位上，通过刺激穴位和药物的作用，达到调理身体的目的。三伏天是三伏贴的最佳使用时间，可以选择一些适合自己的三伏贴进行贴敷。\n\n贴敷三伏贴时要注意皮肤清洁，避免感染。同时要注意贴敷时间，一般为2-6小时，具体时间根据个人情况而定。\n\n5.心理调理\n\n三伏天天气炎热，人们容易出现烦躁、焦虑等情绪。要保持心情舒畅，避免过度紧张和焦虑。\n\n可以通过听音乐、阅读、旅游等方式来放松心情，缓解压力。\n\n与家人和朋友交流，分享自己的感受和情绪，也可以缓解心理压力。\n\n总之，三伏天调理身体需要综合考虑饮食、起居、运动、艾灸、三伏贴等方面。同时要注意个人卫生，保持心情舒畅，避免过度劳累和紧张。如果有身体不适，应及时就医。" 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0000000000000000000000000000000000000000..e20cdfbcf8b0d3271344c6c30779756ead9d2613 --- /dev/null +++ "b/data/demo/public/CN/\347\231\276\347\247\221 \345\205\213\351\207\214\346\226\257\350\222\202\344\272\232\350\257\272\302\267\347\275\227\347\272\263\345\260\224\345\244\232_qwen3-14b.json" @@ -0,0 +1,40926 @@ +{ + "request": { + "text": "克里斯蒂亚诺·罗纳尔多·多斯桑托斯·阿韦罗 GOIH ComM OIC（葡萄牙语：Cristiano Ronaldo dos Santos Aveiro，1985年2月5日—），简称C罗，葡萄牙职业足球运动员，现担任沙特职业足球联赛俱乐部利雅得胜利以及葡萄牙足球国家队队长。司职边锋、前锋。目前他共获得5座金球奖、5次世界足球先生[3]及4座欧洲金靴奖。球队奖项方面，他一共获得了7次联赛冠军、5次欧洲冠军联赛冠军及2次国际赛大赛冠军。C罗出身于葡萄牙球队葡萄牙体育，18岁时加盟英超球队曼联。其中在2007-08年赛季攻入31个联赛进球，超越了曼联前中场球员乔治·贝斯特的纪录。\n\nC罗纳尔多于2009年加盟皇家马德里[4]，他效力皇家马德里共九个赛季，代表皇马出赛438场，取得451次进球[5]和132次助攻。\n\n2013-14赛季，C罗纳尔多带领皇马夺得欧冠及国王杯冠军，并在该赛季获得欧洲金靴、欧冠金靴、西甲金靴奖等荣誉。他于2018年7月10日因要求加薪不果而选择离开了皇家马德里，以1亿欧元加盟意大利足球甲级联赛球队尤文图斯，同赛季获得意甲最佳球员奖。2021年，C罗再次加入曼联。2022年12月25日与利雅得胜利达成转会协议。\n\n2011及12年，他两度获得国际足联金球奖第二名；2013、14、16、17年四度获得金球奖[6]。2014、16年以及17年获得得欧洲足联最佳球员。\n\n2021年1月21日，C罗成为足球史上进球最多的球员，共打入760球[7]，而且数字仍持续增加中。同年5月19日成为历史上首位在欧洲五大联赛中完成至少三个联赛（分别为英超、西甲、意甲）所有国内赛事奖杯大满贯的球员[8]。9月1日以111球的纪录，超越伊朗球员阿里·代伊（109球）成为吉尼斯世界纪录男子足球国际赛最高进球数量纪录保持者[9]。12月2日，C罗以801球进球，成为史上第一位超过800球进球的足球运动员[10]。\n\n根据《福布斯》公布的2022年全球运动员收入排行榜，C罗纳尔多以年收入4.5亿美元，排名第1名[11]。2021年1月3日Instagram追踪人数达到4亿9千万人，这使他成为了历史上第一位Instagram追踪人数达到5亿的用户[12]。\n\n2023年3月23日，C罗纳尔多成为男子足球国家队史上最多出赛次数保持者[13]，获颁发吉尼斯世界纪录。\n\n2024年6月18日，C罗参加了对阵捷克的2024年欧洲足球锦标赛F组赛事，成为唯一一位欧洲杯六朝元老。\n\n2024年9月5号，C罗在对阵克罗地亚的欧国联比赛中完成破门，职业生涯进球突破900个。" 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"新华社北京12月31日电　新年前夕，国家主席习近平通过中央广播电视总台和互联网，发表了二〇二五年新年贺词。全文如下：\n\n  大家好！时间过得很快，新的一年即将到来，我在北京向大家致以美好的祝福！\n\n  2024年，我们一起走过春夏秋冬，一道经历风雨彩虹，一个个瞬间定格在这不平凡的一年，令人感慨、难以忘怀。\n\n  我们积极应对国内外环境变化带来的影响，出台一系列政策“组合拳”，扎实推动高质量发展，我国经济回暖向好，国内生产总值预计超过130万亿元。粮食产量突破1.4万亿斤，中国碗装了更多中国粮。区域发展协同联动、积厚成势，新型城镇化和乡村振兴相互融合、同频共振。绿色低碳发展纵深推进，美丽中国画卷徐徐铺展。\n\n  我们因地制宜培育新质生产力，新产业新业态新模式竞相涌现，新能源汽车年产量首次突破1000万辆，集成电路、人工智能、量子通信等领域取得新成果。嫦娥六号首次月背采样，梦想号探秘大洋，深中通道踏浪海天，南极秦岭站崛起冰原，展现了中国人逐梦星辰大海的豪情壮志。\n\n  今年，我到地方考察，看到大家生活多姿多彩。天水花牛苹果又大又红，东山澳角村渔获满舱。麦积山石窟“东方微笑”跨越千年，六尺巷礼让家风代代相传。天津古文化街人潮熙攘，银川多民族社区居民亲如一家。对大家关心的就业增收、“一老一小”、教育医疗等问题，我一直挂念。一年来，基础养老金提高了，房贷利率下调了，直接结算范围扩大方便了异地就医，消费品以旧换新提高了生活品质……大家的获得感又充实了许多。\n\n  巴黎奥运赛场上，我国体育健儿奋勇争先，取得境外参赛最好成绩，彰显了青年一代的昂扬向上、自信阳光。海军、空军喜庆75岁生日，人民子弟兵展现新风貌。面对洪涝、台风等自然灾害，广大党员干部冲锋在前，大家众志成城、守望相助。无数劳动者、建设者、创业者，都在为梦想拼搏。我为国家勋章和国家荣誉称号获得者颁奖，光荣属于他们，也属于每一个挺膺担当的奋斗者。\n\n  当今世界变乱交织，中国作为负责任大国，积极推动全球治理变革，深化全球南方团结合作。我们推进高质量共建“一带一路”走深走实，成功举办中非合作论坛北京峰会，在上合、金砖、亚太经合组织、二十国集团等双边多边场合，鲜明提出中国主张，为维护世界和平稳定注入更多正能量。\n\n  我们隆重庆祝新中国成立75周年，深情回望共和国的沧桑巨变。从五千多年中华文明的传承中一路走来，“中国”二字镌刻在“何尊”底部，更铭刻在每个华夏儿女心中。党的二十届三中全会胜利召开，吹响进一步全面深化改革的号角。我们乘着改革开放的时代大潮阔步前行，中国式现代化必将在改革开放中开辟更加广阔的前景。\n\n  2025年，我们将全面完成“十四五”规划。要实施更加积极有为的政策，聚精会神抓好高质量发展，推动高水平科技自立自强，保持经济社会发展良好势头。当前经济运行面临一些新情况，有外部环境不确定性的挑战，有新旧动能转换的压力，但这些经过努力是可以克服的。我们从来都是在风雨洗礼中成长、在历经考验中壮大，大家要充满信心。\n\n  家事国事天下事，让人民过上幸福生活是头等大事。家家户户都盼着孩子能有好的教育，老人能有好的养老服务，年轻人能有更多发展机会。这些朴实的愿望，就是对美好生活的向往。我们要一起努力，不断提升社会建设和治理水平，持续营造和谐包容的氛围，把老百姓身边的大事小情解决好，让大家笑容更多、心里更暖。\n\n  在澳门回归祖国25周年之际，我再到濠江之畔，新发展新变化令人欣喜。我们将坚定不移贯彻“一国两制”方针，保持香港、澳门长期繁荣稳定。两岸同胞一家亲，谁也无法割断我们的血脉亲情，谁也不能阻挡祖国统一的历史大势！\n\n  世界百年变局加速演进，需要以宽广胸襟超越隔阂冲突，以博大情怀关照人类命运。中国愿同各国一道，做友好合作的践行者、文明互鉴的推动者、构建人类命运共同体的参与者，共同开创世界的美好未来。\n\n  梦虽遥，追则能达；愿虽艰，持则可圆。中国式现代化的新征程上，每一个人都是主角，每一份付出都弥足珍贵，每一束光芒都熠熠生辉。\n\n  河山添锦绣，星光映万家。让我们满怀希望，迎接新的一年。祝祖国时和岁丰、繁荣昌盛！祝大家所愿皆所成，多喜乐、长安宁！" 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"以中国式现代化全面推进强国建设、民族复兴伟业\n\n习近平\n\n  党中央决定举办这次新进中央委员会的委员、候补委员和省部级主要领导干部学习贯彻新时代中国特色社会主义思想和党的二十大精神研讨班，目的是促进高级干部带头深入学习贯彻新时代中国特色社会主义思想和党的二十大精神，进而推动全党全国人民把思想统一到新时代中国特色社会主义思想和党的二十大精神上来，把力量凝聚到实现党的二十大确定的目标任务上来。\n\n  党的二十大精神内容极为丰富，我在不同场合作过一些阐述、提了一系列学习贯彻要求。我认为，概括提出并深入阐述中国式现代化理论，是党的二十大的一个重大理论创新，是科学社会主义的最新重大成果。所以，我今天就围绕如何认识和推进中国式现代化，讲几点意见。\n\n  一、中国式现代化是我们党领导人民长期探索和实践的重大成果\n\n  具有5000多年文明历史的中华民族，长期走在世界前列。明朝后期开始实行闭关锁国政策，错失工业革命、科技革命机遇，中国在内部矛盾和西方现代化浪潮冲击下逐渐走向衰落。1840年鸦片战争成为“压倒骆驼的最后一根稻草”，中国逐步沦为半殖民地半封建社会，遭受前所未有的劫难。为了摆脱落后挨打、任人宰割的悲惨命运，中国人民奋起反抗，仁人志士苦苦求索，进行民族复兴的各种尝试，洋务运动试图“师夷长技以制夷”，戊戌变法试图通过改良来图强，孙中山先生领导辛亥革命试图以资产阶级共和国、振兴实业等方案来实现现代化，但都以失败告终。探索中国现代化道路的重任，历史地落在了中国共产党身上。\n\n  在半殖民地半封建社会，要实现现代化是不可能的。在新民主主义革命时期，我们党团结带领人民，浴血奋战、百折不挠，经过北伐战争、土地革命战争、抗日战争、解放战争，推翻帝国主义、封建主义、官僚资本主义三座大山，建立了人民当家作主的中华人民共和国，实现了民族独立、人民解放，为实现现代化创造了根本社会条件。\n\n  新中国成立后，我们党团结带领人民进行社会主义革命，消灭在中国延续几千年的封建制度，确立社会主义基本制度，实现了中华民族有史以来最为广泛而深刻的社会变革，为现代化建设奠定根本政治前提和制度基础。当时，我国一穷二白，连日用的煤油、火柴、铁钉都称为洋油、洋火、洋钉。为尽快改变这种落后状况，我们党进行了艰辛探索，提出努力把我国建设成为一个具有现代农业、现代工业、现代国防和现代科学技术的社会主义强国。经过实施几个五年计划，我国建立起独立的比较完整的工业体系和国民经济体系，特别是取得了“两弹一星”等国防尖端科技突破，党在社会主义革命和建设中取得的独创性理论成果和巨大成就，为现代化建设提供了宝贵经验、理论准备、物质基础。\n\n  改革开放和社会主义现代化建设新时期，我们党作出把党和国家工作中心转移到经济建设上来、实行改革开放的历史性决策，开启了中国式现代化的新长征。如何缩小我国同西方发达国家在经济科技发展水平上的巨大差距，如何赶上时代、加快实现现代化？我们党一开始就保持着清醒的头脑，并没有像一些发展中国家那样亦步亦趋地跟在西方国家后面简单模仿，而是强调从中国实际出发，走自己的现代化道路。为加快推进社会主义现代化，我们党坚持党的基本路线不动摇，大力推进实践基础上的理论创新、制度创新、文化创新以及其他各方面创新，实行社会主义市场经济体制，实现了从生产力相对落后的状况到经济总量跃居世界第二的历史性突破，实现了人民生活从温饱不足到总体小康、奔向全面小康的历史性跨越，为中国式现代化提供了充满新的活力的体制保证和快速发展的物质条件。\n\n  党的十八大以来，我们党在已有基础上继续前进，坚持问题导向，围绕解决现代化建设中存在的突出矛盾和问题，全面深化改革，不断实现理论和实践上的创新突破，成功推进和拓展了中国式现代化。10年来，我们在认识上不断深化，创立了新时代中国特色社会主义思想，实现了马克思主义中国化时代化新的飞跃，为中国式现代化提供了根本遵循。我们进一步深化对中国式现代化的内涵和本质的认识，概括形成中国式现代化的中国特色、本质要求和重大原则，初步构建中国式现代化的理论体系，使中国式现代化更加清晰、更加科学、更加可感可行。我们在战略上不断完善，作出到本世纪中叶把我国建成富强民主文明和谐美丽的社会主义现代化强国“两步走”的战略安排，明确“五位一体”总体布局和“四个全面”战略布局，深入实施科教兴国战略、人才强国战略、乡村振兴战略等一系列重大战略，为中国式现代化提供坚实战略支撑。我们在实践上不断丰富，推进一系列变革性实践、实现一系列突破性进展、取得一系列标志性成果，特别是消除了绝对贫困问题，全面建成小康社会，推动党和国家事业取得历史性成就、发生历史性变革，为中国式现代化提供了更为完善的制度保证、更为坚实的物质基础、更为主动的精神力量。\n\n  总之，中国式现代化是我们党领导全国各族人民在长期探索和实践中历经千辛万苦、付出巨大代价取得的重大成果，我们必须倍加珍惜、始终坚持、不断拓展和深化。\n\n  二、中国式现代化是中国共产党领导的社会主义现代化\n\n  党的二十大报告明确指出：“中国式现代化，是中国共产党领导的社会主义现代化”。这是对中国式现代化定性的话，是管总、管根本的。为什么要强调党在中国式现代化建设中的领导地位？这是因为，党的领导直接关系中国式现代化的根本方向、前途命运、最终成败。\n\n  党的领导决定中国式现代化的根本性质。党的性质宗旨、初心使命、信仰信念、政策主张决定了中国式现代化是社会主义现代化，而不是别的什么现代化。我们党始终高举中国特色社会主义伟大旗帜，既坚持科学社会主义基本原则，又不断赋予其鲜明的中国特色和时代内涵，坚定不移地走中国特色社会主义道路，确保中国式现代化在正确的轨道上顺利推进。我们党坚持把马克思主义作为根本指导思想，不断深化对共产党执政规律、社会主义建设规律、人类社会发展规律的认识，不断开辟马克思主义中国化时代化新境界，为中国式现代化提供科学指引。我们党坚持和完善中国特色社会主义制度，不断推进国家治理体系和治理能力现代化，形成包括中国特色社会主义根本制度、基本制度、重要制度等在内的一整套制度体系，为中国式现代化稳步前行提供坚强制度保证。我们党坚持和发展中国特色社会主义文化，激发全民族文化创新创造活力，为中国式现代化提供强大精神力量。可以说，只有毫不动摇坚持党的领导，中国式现代化才能前景光明、繁荣兴盛；否则，中国式现代化就会偏离航向、丧失灵魂，甚至犯颠覆性错误。\n\n\n\n  2024年10月17日至18日，中共中央总书记、国家主席、中央军委主席习近平在安徽考察。这是17日下午，习近平在合肥滨湖科学城察看安徽省重大科技创新成果集中展示。 新华社记者 谢环驰/摄\n\n  党的领导确保中国式现代化锚定奋斗目标行稳致远。我们党始终坚守初心使命，矢志为中国人民谋幸福、为中华民族谋复兴，坚持把远大理想和阶段性目标统一起来，一旦确定目标，就咬定青山不放松，接续奋斗、艰苦奋斗、不懈奋斗。改革开放以来，我们建设社会主义现代化国家的奋斗目标都是循序渐进、一以贯之的，并随着实践的发展而不断丰富完善。在总结改革开放和新时代实践成就和经验基础上，党的二十大更加清晰擘画了到2035年我国发展的目标要求，科学描绘了全面建成社会主义现代化强国、全面推进中华民族伟大复兴的宏伟蓝图。从这些历史进程中，我们可以清楚地看到，建设社会主义现代化国家是我们党一以贯之的奋斗目标，一代一代地接力推进，并不断取得举世瞩目、彪炳史册的辉煌业绩。\n\n  党的领导激发建设中国式现代化的强劲动力。改革开放是决定当代中国命运的关键一招，也是决定中国式现代化成败的关键一招。改革开放以后，我们党以伟大历史主动精神不断变革生产关系和生产力之间、上层建筑和经济基础之间不相适应的方面，不断推进各领域体制改革，形成和发展符合当代中国国情、充满生机活力的体制机制，让一切劳动、知识、技术、管理和资本的活力竞相迸发，让一切创造社会财富的源泉充分涌流。党的十八大以来，我们党以巨大的政治勇气全面深化改革，突出问题导向，敢于突进深水区，敢于啃硬骨头，敢于涉险滩，敢于面对新矛盾新挑战，冲破思想观念束缚，突破利益固化藩篱，坚决破除各方面体制机制弊端，改革由局部探索、破冰突围到系统集成、全面深化，许多领域实现历史性变革、系统性重塑、整体性重构，为中国式现代化注入不竭动力源泉。\n\n  党的领导凝聚建设中国式现代化的磅礴力量。我们党深刻认识到中国式现代化是亿万人民自己的事业，人民是中国式现代化的主体，必须紧紧依靠人民，尊重人民创造精神，汇集全体人民的智慧和力量，才能推动中国式现代化不断向前发展。我们坚持党的群众路线，想问题、作决策、办事情注重把准人民脉搏、回应人民关切、体现人民愿望、增进人民福祉，努力使党的理论和路线方针政策得到人民群众衷心拥护。我们坚持把人民对美好生活的向往作为奋斗目标，坚持以人民为中心的发展思想，着力保障和改善民生，着力解决人民急难愁盼问题，让中国式现代化建设成果更多更公平地惠及全体人民。我们党发展全过程人民民主，拓展民主渠道，丰富民主形式，扩大人民有序政治参与，确保人民依法通过各种途径和形式管理国家事务，管理经济和文化事业，管理社会事务，以主人翁精神满怀热忱地投入到现代化建设中来。我们党以中国式现代化的美好愿景激励人、鼓舞人、感召人，有效促进政党关系、民族关系、宗教关系、阶层关系、海内外同胞关系和谐，促进海内外中华儿女团结奋斗，凝聚起全面建设社会主义现代化国家的磅礴伟力。\n\n  三、中国式现代化是强国建设、民族复兴的康庄大道\n\n  一个国家选择什么样的现代化道路，是由其历史传统、社会制度、发展条件、外部环境等诸多因素决定的。国情不同，现代化途径也会不同。实践证明，一个国家走向现代化，既要遵循现代化一般规律，更要符合本国实际，具有本国特色。中国式现代化既有各国现代化的共同特征，更有基于自己国情的鲜明特色。党的二十大报告明确概括了中国式现代化5个方面的中国特色，深刻揭示了中国式现代化的科学内涵。这既是理论概括，也是实践要求，为全面建成社会主义现代化强国、实现中华民族伟大复兴指明了一条康庄大道。\n\n  康庄大道并不等于一马平川。要把中国式现代化5个方面的中国特色变为成功实践，把鲜明特色变成独特优势，需要付出艰巨努力。\n\n  第一，人口规模巨大的现代化。这是中国式现代化的显著特征。人口规模不同，现代化的任务就不同，其艰巨性、复杂性就不同，发展途径和推进方式也必然具有自己的特点。现在，全球进入现代化的国家也就20多个，总人口10亿左右。中国14亿多人口整体迈入现代化，规模超过现有发达国家人口的总和，将极大地改变现代化的世界版图。这是人类历史上规模最大的现代化，也是难度最大的现代化。\n\n  超大规模的人口，既能提供充足的人力资源和超大规模市场，也带来一系列难题和挑战。光是解决14亿多人的吃饭问题，就是一个不小的挑战。还有就业、分配、教育、医疗、住房、养老、托幼等问题，哪一项解决起来都不容易，哪一项涉及的人群都是天文数字。我们想问题、作决策、办事情，首先要考虑人口基数问题，考虑我国城乡区域发展水平差异大等实际，既不能好高骛远，也不能因循守旧，要保持历史耐心，坚持稳中求进、循序渐进、持续推进。\n\n  第二，全体人民共同富裕的现代化。这是中国式现代化的本质特征，也是区别于西方现代化的显著标志。西方现代化的最大弊端，就是以资本为中心而不是以人民为中心，追求资本利益最大化而不是服务绝大多数人的利益，导致贫富差距大、两极分化严重。一些发展中国家在现代化过程中曾接近发达国家的门槛，却掉进了“中等收入陷阱”，长期陷于停滞状态，甚至严重倒退，一个重要原因就是没有解决好两极分化、阶层固化等问题。\n\n  中国式现代化坚持发展为了人民、发展依靠人民、发展成果由人民共享，在推动全体人民共同富裕上取得重要进展，特别是党的十八大以来打赢脱贫攻坚战，使近1亿农村贫困人口脱贫。现在，我们已经形成促进全体人民共同富裕的一整套思想理念、制度安排、政策举措。要在推动高质量发展、做好做大“蛋糕”的同时，进一步分好“蛋糕”，着力解决好就业、分配、教育、医疗、住房、养老、托幼等民生问题，构建三次分配协调配套的制度体系，规范收入分配秩序，规范财富积累机制，依法引导和规范资本健康发展，逐步扩大中等收入群体、缩小收入分配差距，让现代化建设成果更多更公平惠及全体人民，坚决防止两极分化。实现共同富裕是一个长期任务，必须久久为功，咬定青山不放松，不断取得新进展。\n\n  第三，物质文明和精神文明相协调的现代化。既要物质富足、也要精神富有，是中国式现代化的崇高追求。物质贫困不是社会主义，精神贫乏也不是社会主义。西方早期的现代化，一边是财富的积累，一边是信仰缺失、物欲横流。今天，西方国家日渐陷入困境，一个重要原因就是无法遏制资本贪婪的本性，无法解决物质主义膨胀、精神贫乏等痼疾。\n\n  中国式现代化既要物质财富极大丰富，也要精神财富极大丰富、在思想文化上自信自强。要坚持两手抓、两手硬，促进物质文明和精神文明相互协调、相互促进，让全体人民始终拥有团结奋斗的思想基础、开拓进取的主动精神、健康向上的价值追求。要顺应人民日益增长的精神文化需求，建设具有强大凝聚力和引领力的社会主义意识形态，加强理想信念教育和“四史”宣传教育，培育和弘扬社会主义核心价值观，发展社会主义先进文化，推出更多优秀文艺作品，不断丰富人民精神世界，提高全社会文明程度，促进人的全面发展。\n\n  第四，人与自然和谐共生的现代化。尊重自然、顺应自然、保护自然，促进人与自然和谐共生，是中国式现代化的鲜明特点。近代以来，西方国家的现代化大都经历了对自然资源肆意掠夺和生态环境恶性破坏的阶段，在创造巨大物质财富的同时，往往造成环境污染、资源枯竭等严重问题。我国人均能源资源禀赋严重不足，加快发展面临更多的能源资源和环境约束，这决定了我国不可能走西方现代化的老路。\n\n  中国式现代化坚持可持续发展，坚持节约优先、保护优先、自然恢复为主的方针，坚定不移走生产发展、生活富裕、生态良好的文明发展道路，为实现中华民族永续发展开辟了广阔前景。要牢固树立和践行绿水青山就是金山银山的理念，坚持山水林田湖草沙一体化保护和系统治理，推进生态优先、节约集约、绿色低碳发展，加快发展方式绿色转型，提升生态系统多样性、稳定性、持续性，积极稳妥推进碳达峰碳中和，以高品质的生态环境支撑高质量发展。\n\n  第五，走和平发展道路的现代化。坚持和平发展，在坚定维护世界和平与发展中谋求自身发展，又以自身发展更好维护世界和平与发展，推动构建人类命运共同体，是中国式现代化的突出特征。西方国家的现代化，充满战争、贩奴、殖民、掠夺等血腥罪恶，给广大发展中国家带来深重苦难。中华民族经历了西方列强侵略、凌辱的悲惨历史，深知和平的宝贵，决不可能重复西方国家的老路。\n\n  中国式现代化坚持独立自主、自力更生，依靠全体人民的辛勤劳动和创新创造发展壮大自己，通过激发内生动力与和平利用外部资源相结合的方式来实现国家发展，不以任何形式压迫其他民族、掠夺他国资源财富，而是为广大发展中国家提供力所能及的支持和帮助。我们要始终高举和平、发展、合作、共赢旗帜，奉行互利共赢的开放战略，不断以中国新发展为世界提供新机遇。积极参与全球治理体系改革和建设，践行真正的多边主义，弘扬全人类共同价值，推动落实全球发展倡议和全球安全倡议，努力为人类和平与发展作出更大贡献。\n\n  新中国成立特别是改革开放以来，我们用几十年时间走完西方发达国家几百年走过的工业化历程，创造了经济快速发展和社会长期稳定的奇迹，为中华民族伟大复兴开辟了广阔前景。实践证明，中国式现代化走得通、行得稳，是强国建设、民族复兴的唯一正确道路。\n\n  四、中国式现代化创造了人类文明新形态\n\n  中国式现代化，深深植根于中华优秀传统文化，体现科学社会主义的先进本质，借鉴吸收一切人类优秀文明成果，代表人类文明进步的发展方向，展现了不同于西方现代化模式的新图景，是一种全新的人类文明形态。中国式现代化作为科学社会主义的最新重大成果，在国际上引起广泛关注。\n\n  中国式现代化为全球提供了一种全新的现代化模式。由于世界现代化进程是从西方资本主义国家开始的，当今世界的发达国家也主要是欧美国家和深受西方文明影响的资本主义国家。这就给人们一种错觉，似乎现代化就是西方化、西方文明就是现代文明。实际上，世界文明是多样的，世界上既不存在定于一尊的现代化模式，也不存在放之四海而皆准的现代化标准。中国式现代化，打破了“现代化＝西方化”的迷思，展现了现代化的另一幅图景，拓展了发展中国家走向现代化的路径选择，为人类对更好社会制度的探索提供了中国方案。\n\n  中国式现代化是对西方式现代化理论和实践的重大超越。资本主义文明是建立在资本主义剥削制度基础上的，它无法克服和消除文明下的野蛮本性。从根本上讲，生产资料私有制和社会化大生产之间的矛盾，是资本主义制度无法克服的固有矛盾，尽管资本主义制度和西方现代化模式也在不断演变，但其骨子里的资本至上、弱肉强食、两极分化、霸道强权的本性没有任何改变，其弊端愈益明显。中国式现代化中蕴含的独特世界观、价值观、历史观、文明观、民主观、生态观等及其伟大实践，是对世界现代化理论和实践的重大创新。\n\n  中国式现代化为广大发展中国家提供了全新选择。实现现代化是世界各国人民的权利和必然选择，关键是找到符合国情、符合人类社会发展规律的发展道路。第二次世界大战结束到上世纪90年代初期，一些发展中国家不顾国情和历史条件，全盘照搬西方模式，结果水土不服，绝大多数陷入经济长期停滞、社会政治动荡的困境。“道路选择”困扰着许多发展中国家。中国式现代化的初步成功实践和取得的显著成就，新时代以来“东升西降”、“中治西乱”的鲜明对比，使广大发展中国家看到了新的希望，有了新的选择。中国式现代化，是我们为如何唤醒“睡狮”、实现民族复兴这个重大历史课题所给出的答案，是选择自己的道路、做自己的事情。我们无意也没有输出中国式现代化、“中国模式”，但中国式现代化为广大发展中国家独立自主迈向现代化树立了典范，必然会为一些发展中国家所借鉴。\n\n  五、推进中国式现代化需要处理好若干重大关系\n\n  推进中国式现代化是一个系统工程，需要统筹兼顾、系统谋划、整体推进，正确处理好一系列重大关系。这里我重点强调6个方面。\n\n  一是顶层设计与实践探索的关系。党的二十大报告深刻阐述了中国式现代化的中国特色、本质要求和重大原则，是对推进中国式现代化的最高顶层设计。中国式现代化是分阶段、分领域推进的，实现各个阶段发展目标、落实各个领域发展战略同样需要进行顶层设计。进行顶层设计，需要深刻洞察世界发展大势，准确把握人民群众的共同愿望，深入探索经济社会发展规律，使制定的规划和政策体系体现时代性、把握规律性、富于创造性，做到远近结合、上下贯通、内容协调。同时，推进中国式现代化是一个探索性事业，还有许多未知领域，需要我们在实践中去大胆探索，通过改革创新来推动事业发展，决不能刻舟求剑、守株待兔。各地区各部门要结合各自具体实际开拓创新，特别是在前沿实践、未知领域，鼓励大胆探索、敢为人先，寻求有效解决新矛盾新问题的思路和办法，努力创造可复制、可推广的新鲜经验。\n\n  二是战略与策略的关系。战略与策略是我们党领导人民改造世界、变革实践、推动历史发展的有力武器。正确运用战略和策略，是我们党创造辉煌历史、成就千秋伟业、战胜各种风险挑战，不断从胜利走向胜利的成功秘诀。推进中国式现代化，必须把这一成功秘诀传承好、运用好、发展好。要增强战略的前瞻性，准确把握事物发展的必然趋势，敏锐洞悉前进道路上可能出现的机遇和挑战，以科学的战略预见未来、引领未来。增强战略的全局性，谋划战略目标、制定战略举措、作出战略部署，都要着眼于解决事关党和国家事业兴衰成败、牵一发而动全身的重大问题。增强战略的稳定性，战略一经形成，就要长期坚持、一抓到底、善作善成，不要随意改变。做到这些，需要我们提高政治站位，树立世界眼光，胸怀“国之大者”，把历史、现实、未来贯通起来，把中国和世界连接起来，增强战略思维能力，使我们制定的战略符合实际、行之有效，为中国式现代化提供强大的战略支撑。策略为战略实施提供科学方法。实施战略的环境条件随时都在发生变化，每时每刻都会遇到新情况新问题，这就需要我们把战略的原则性和策略的灵活性有机结合起来，灵活机动、随机应变、临机决断，在因地制宜、因势而动、顺势而为中把握战略主动。\n\n  三是守正与创新的关系。守正创新是我们党在新时代治国理政的重要思想方法。守正才能不迷失方向、不犯颠覆性错误，创新才能把握时代、引领时代。中国式现代化的探索就是一个在继承中发展、在守正中创新的历史过程。在推进中国式现代化新征程上，首先要守好中国式现代化的本和源、根和魂，毫不动摇坚持中国式现代化的中国特色、本质要求和重大原则，坚持党的基本理论、基本路线、基本方略，坚持党的十八大以来的一系列重大方针政策，确保中国式现代化的正确方向。同时，要把创新摆在国家发展全局的突出位置，顺应时代发展要求，着眼于解决重大理论和实践问题，积极识变应变求变，大力推进理论创新、实践创新、制度创新、文化创新以及其他各方面创新，不断开辟发展新领域新赛道，塑造发展新动能新优势。积极营造崇尚创新、鼓励创新、勇于创新的浓厚氛围，让创新在全社会蔚然成风。各级领导干部要加快转变不适应创新发展要求的思想观念、思维方式、行为方式和工作方法，真正成为创新的引领者、推动者。\n\n\n  四是效率与公平的关系。中国式现代化既要创造比资本主义更高的效率，又要更有效地维护社会公平，更好实现效率与公平相兼顾、相促进、相统一。要坚持和完善社会主义基本经济制度，毫不动摇巩固和发展公有制经济，毫不动摇鼓励、支持、引导非公有制经济发展，充分发挥市场在资源配置中的决定性作用，更好发挥政府作用。构建全国统一大市场，深化要素市场化" 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"健全全面从严治党体系※\n\n习近平\n\n  今天进行二十届中央政治局第十五次集体学习，内容是健全全面从严治党体系，目的是总结新时代以来全面从严治党体系建设取得的成就，分析面临的新形势新任务，研究健全全面从严治党体系的思路和举措。\n\n  再过几天就是我们党103周年诞辰，我代表党中央，向全国广大共产党员致以节日的问候！\n\n  党的十八大以来，我们坚定不移推进全面从严治党，取得一系列理论创新、实践创新、制度创新成果，构建起全面从严治党体系，开辟了百年大党自我革命新境界。广大党员、干部、群众对全面从严治党衷心拥护，对取得的成效高度认可。同时也要看到，党内存在的思想不纯、组织不纯、作风不纯等突出问题尚未得到根本解决，反腐败斗争形势依然严峻复杂，而且新情况新问题不断涌现，党面临的“四大考验”、“四种危险”将长期存在。全面从严治党永远在路上，党的自我革命永远在路上。全党必须永葆赶考的清醒和坚定，以健全全面从严治党体系为有效途径，不断把新时代党的建设新的伟大工程推向前进。\n\n\n\n  2025年1月6日，中共中央总书记、国家主席、中央军委主席习近平在中国共产党第二十届中央纪律检查委员会第四次全体会议上发表重要讲话。 新华社记者 李学仁/摄\n\n  在国家治理体系中，我们党居于总揽全局、协调各方的领导核心地位。要保证权力正确行使、规范运行，提高党的执政能力和领导水平，就必须切实做到党和国家事业拓展到哪里、党的建设就覆盖到哪里。新时代党的建设是以党的政治建设为统领、党的各项建设同向发力综合发力的系统工程，必须以党中央关于党的建设的重要思想、关于党的自我革命的重要思想为根本遵循，坚持和加强党的全面领导和党中央集中统一领导，贯彻落实新时代党的建设总要求，用系统思维、科学方法推进管党治党内容全涵盖、对象全覆盖、责任全链条、制度全贯通，进一步健全要素齐全、功能完备、科学规范、运行高效的全面从严治党体系。\n\n  第一，健全上下贯通、执行有力的组织体系。党的领导、管党治党各项工作要落到实处，党的中央组织、地方组织、基层组织都必须坚强有力、顺畅运转。只有党的组织体系严密起来，党的各级组织政治功能和组织功能充分发挥出来，全面从严治党才能持续向纵深推进。\n\n  严密党的组织体系，关键是坚持党中央权威和集中统一领导，根本在做到“两个维护”。要完善党中央重大决策部署落实机制，及时发现和解决“拦路虎”、“中梗阻”、“断头路”等问题，确保党中央政令畅通、令行禁止。要坚持和完善党建工作领导体制和组织管理体制，形成一级抓一级、抓好本级带下级、大抓基层强基础的工作格局，推动各层级各领域党组织全面过硬。要坚持补短板、填空白与提质量、强功能并举，大力推进党建引领基层治理，持续整顿软弱涣散基层党组织，切实提高基层党组织领导基层治理能力。要适应经济社会深刻变革，探索加强新经济组织、新社会组织、新就业群体党建工作，创新党组织设置和活动方式，有效破解党建工作谁负责、党组织怎么建、如何起作用、对党员如何教育管理等难题，扩大党在新兴领域的号召力凝聚力影响力。要善于运用互联网技术和信息化手段开展党建工作，努力实现党的组织和党的工作线下线上全覆盖。\n\n  第二，健全固本培元、凝心铸魂的教育体系。掌握科学理论、夯实思想根基，全面从严治党才有坚实支撑。必须抓好思想建设这个基础，坚持不懈推进党的创新理论武装，持之以恒加强党性教育，引导党员、干部把全面从严治党战略方针转化为自觉行动。\n\n  党的十八大以来，我们坚持以理论学习为主线，接续开展党内集中教育，有效提升了全党马克思主义水平，有力促进了全党政治上、思想上、行动上的统一。要不断创新理论武装的方式方法，坚持经常性教育和集中性教育相结合、理论武装和实践运用相结合、强党性和增本领相结合，健全落实以学铸魂、以学增智、以学正风、以学促干长效机制。要健全党委（党组）理论学习中心组学习、基层党组织理论学习制度，完善党校（行政学院）、干部学院理论培训质量评估和动态优化机制，加强教材体系建设，推动党员、干部把党的创新理论转化为坚定理想信念、强大精神动力和出色工作业绩。\n\n\n\n  2024年12月26日至27日，中共中央政治局召开民主生活会，中共中央总书记习近平主持会议并发表重要讲话。 新华社记者 鞠鹏/摄\n\n  第三，健全精准发力、标本兼治的监管体系。推进全面从严治党，重在真管真严，要在精准施治。要密切关注和分析研判党情党风新动向，坚持奔着问题去、对着根源治，既治标又治本，提高管党治党的精准性、实效性。\n\n  要坚持党性党风党纪一起抓、治病强身相结合，改进党员管理机制，完善从严管理监督干部机制，健全正风肃纪常态化机制，完善一体推进不敢腐、不能腐、不想腐工作机制，通过全方位、全过程、全周期从严治理，把严的要求体现到管党治党各方面各环节，落实到党的各级组织和全体党员身上。\n\n  要坚持党的自我监督和人民监督相结合，促进各类监督贯通协调，健全党统一领导、全面覆盖、权威高效的监督体系。要突出监督重点，着力抓好政治监督、领导班子特别是“一把手”监督、“三重一大”事项监督以及权力集中、资金密集、资源富集等重点领域的监督，切实让特权现象和腐败问题无所遁形。\n\n  第四，健全科学完备、有效管用的制度体系。全面从严治党政治性、原则性强，必须有一套科学完备的制度来规范。制度建设要与管党治党需要相适应、与党的各项建设相配套，全方位织密制度的笼子。同时，也要防止制度过于烦琐、陷入“制度陷阱”。要加强系统集成，使各项制度成为有机整体，避免出现相互割裂、相互掣肘、碎片化现象。\n\n  要深化党内法规制度建设改革，做好顶层设计、查漏补缺、提质增效文章。要面向实践需要，尊重基层首创精神，及时将好经验好做法上升为制度，使制度更加切合实际。要强化制度治党、依规治党的高度自觉，着力提高制度执行力，推动全面从严治党在法规制度轨道上向纵深发展。\n\n\n\n  2025年1月22日至24日，中共中央总书记、国家主席、中央军委主席习近平冒着严寒来到辽宁，看望慰问基层干部群众。这是23日上午，习近平在沈阳大东区长安街道长安小区社区党群服务中心考察。 新华社记者 谢环驰/摄\n\n  第五，健全主体明确、要求清晰的责任体系。全面从严治党是全党的共同责任，必须分层分类建立健全责任体系，以明确责任、压实责任推动各级党组织和广大党员、干部知责、担责、履责。\n\n  要围绕加强对管党治党的领导、选好用好干部、强化权力运行监督制约、维护群众利益等，明确党委（党组）全面从严治党主体责任；围绕高效监督、从严执纪、精准问责等，明确各级纪委的监督责任；围绕抓好班子、带好队伍、推动落实，明确党委（党组）书记第一责任人责任；结合职责任务分工，按照“一岗双责”要求，明确领导班子其他成员的管党治党责任；围绕严于自律和互相监督、互相提醒帮助，结合党员、干部岗位特点和工作实际，明确党员、干部的具体责任。要健全精准科学的问责机制，层层传导压力，以责任主体到位、责任要求到位、考核问责到位，推动管党治党责任落实到位。\n\n  健全全面从严治党体系、深入推进全面从严治党，中央政治局的同志要带好头、当表率，严于律己、严负其责、严管所辖，团结带领全党把党治理好、建设强，为以中国式现代化全面推进强国建设、民族复兴伟业提供坚强保障。" + }, + "result": { + "model": "qwen3-14b", + "bpe_strings": [ + { + "offset": [ + 0, + 2 + ], + "pred_topk": [ + [ + "Human", + 0.306640625 + ], + [ + "What", + 0.092041015625 + ], + [ + "import", + 0.0357666015625 + ], + [ + "How", + 0.03387451171875 + ], + [ + "**", + 0.0276336669921875 + ], + [ + "#", + 0.02679443359375 + ], + [ + "package", + 0.023834228515625 + ], + [ + "Question", + 0.01702880859375 + ], + [ + "标题", + 0.01514434814453125 + ], + [ + "The", + 0.01305389404296875 + ] + ], + "raw": "健全", + 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--git "a/data/demo/public/CN/\351\242\206\345\257\274 \345\217\221\346\214\245\344\272\232\345\244\252\345\274\225\351\242\206\344\275\234\347\224\250 \345\205\261\344\277\203\344\270\226\347\225\214\345\217\221\345\261\225\347\271\201\350\215\243_qwen3-14b.json" "b/data/demo/public/CN/\351\242\206\345\257\274 \345\217\221\346\214\245\344\272\232\345\244\252\345\274\225\351\242\206\344\275\234\347\224\250 \345\205\261\344\277\203\344\270\226\347\225\214\345\217\221\345\261\225\347\271\201\350\215\243_qwen3-14b.json" new file mode 100644 index 0000000000000000000000000000000000000000..d41c76312dad0f4526c4081ed0bc601c265cd4aa --- /dev/null +++ "b/data/demo/public/CN/\351\242\206\345\257\274 \345\217\221\346\214\245\344\272\232\345\244\252\345\274\225\351\242\206\344\275\234\347\224\250 \345\205\261\344\277\203\344\270\226\347\225\214\345\217\221\345\261\225\347\271\201\350\215\243_qwen3-14b.json" @@ -0,0 +1,74952 @@ +{ + "request": { + "text": "发挥亚太引领作用 共促世界发展繁荣\n\n——在亚太经合组织工商领导人峰会上的书面演讲\n\n（2025年10月31日，庆州）\n\n中华人民共和国主席 习近平\n\n各位工商界代表，\n\n女士们，先生们，朋友们：\n\n　　很高兴再次到访历史古城庆州，出席亚太经合组织工商领导人峰会。\n\n　　当前，世界百年变局加速演进，国际形势变乱交织，全球经济增长乏力。世界正站在新的十字路口：是团结合作、互利共赢，还是重回霸权主义、丛林法则？是坚持多边主义、开放包容，还是走向单边主义、保护主义？何去何从将深刻影响世界的未来。我们要展现远见和担当，作出符合亚太人民期待、经得起历史检验的抉择。\n\n　　“往古者，所以知今也。”80年前，世界反法西斯战争取得伟大胜利，逐步建立起以联合国为核心的国际体系，在经济、贸易、金融等领域形成多边体制，开启了人类和平与发展事业新篇章。\n\n　　历史昭示我们，人类命运休戚与共，霸权主义只会带来战乱和灾难，公平正义才是促进世界和平与发展的重要保障；对抗对立只会带来隔阂和动荡，合作共赢才是越走越宽的人间正道；单边主义只会带来割裂和倒退，多边主义才是应对全球性挑战的必然选择。\n\n　　中国始终是现行国际秩序的维护者、真正多边主义的践行者。中方倡导和平发展，反对国强必霸；倡导合作共赢，反对赢者通吃；倡导文明互鉴，反对文明冲突；倡导公道公正，反对强权政治。中国相继提出共建“一带一路”倡议和全球发展倡议、全球安全倡议、全球文明倡议、全球治理倡议，为解决当今世界突出问题贡献了中国智慧和中国方案。中方期待同各方一道，共促繁荣、共赢未来，携手构建人类命运共同体。\n\n　　女士们、先生们、朋友们！\n\n　　亚太经合组织因应经济全球化浪潮而创立，以促进贸易和投资自由化便利化、支持经济增长和繁荣为目标宗旨。1991年，亚太经合组织韩国会议发表宣言，强调各方应该相互依存、共同受益。今天我们在韩国再次聚首，应该重温创立亚太经合组织初心，以更具活力和韧性的亚太合作为世界作出突出贡献。\n\n　　第一，带头维护和平稳定。我们要坚持各国无论大小、强弱、贫富，都有平等参与国际事务的权利。坚持共同、综合、合作、可持续的安全观，通过对话协商解决分歧和争端。\n\n　　第二，带头实行开放融通。我们要坚定维护以世贸组织为核心、以规则为基础的多边贸易体制，加强团结协作，反对保护主义，抵制单边霸凌，避免世界重回丛林法则。勇于“拆墙”，维护全球产业链供应链稳定畅通，推进区域经济一体化和亚太自由贸易区建设，为全球经济增长贡献亚太力量。\n\n　　第三，带头坚持合作共赢。我们要秉持和而不同理念，充分发挥亚太经济体多样性突出的特点，促进优势互补，共同做大亚太合作蛋糕，兼顾自身利益和他方利益，形成各国相互成就、共同发展的合作格局。\n\n　　第四，带头促进普惠包容。我们要坚持以人为本，全面落实联合国2030年可持续发展议程，深化发展战略对接，加大对发展中经济体支持，更好弥合发展鸿沟，不断增进人民福祉，促进亚太全体人民共同富裕。\n\n　　明年，中国将第三次担任亚太经合组织东道主，这体现了中方对亚太合作的高度重视和责任担当。中方将顺应时代发展大势，倾听各成员呼声，同各方携手构建亚太共同体，为亚太乃至世界和平与发展注入新动力。\n\n　　女士们、先生们、朋友们！\n\n　　多年来，中国一直是世界经济增长的主要贡献者。今年是中国“十四五”规划收官之年。近5年来，在外部冲击明显加大的背景下，中国经济实现5.5%左右的平均增速，对全球经济增长的贡献率稳定在30%左右。\n\n　　不久前，中共二十届四中全会通过了关于制定“十五五”规划的建议。中国将继续以高水平对外开放促进深层次改革、推动高质量发展，为亚太和世界经济带来更多稳定性和确定性，是全球工商界投资兴业的沃土。\n\n　　——中国能够为全球工商界提供更多发展机遇。中国已经成为全球第二大消费市场和进口市场，是唯一举办国家级国际进口博览会、持续向全世界开放市场的发展中国家，市场空间大、成长预期好。中方持续推进高水平对外开放，同各方在开放联通中相互成就。\n\n　　——中国能够为全球工商界提供良好营商环境。中国持续建设市场化、法治化、国际化的一流营商环境，促进各类所有制企业公平竞争、竞相发展。中国外资准入负面清单已经减至29项，制造业领域已经实现“清零”，服务业将继续扩大开放。中国是全球公认最安全的国家之一，已对全球76个国家实行单方面免签或全面互免签证，“中国游”、“中国购”持续火爆，外国朋友来华投资、工作、生活更加便利。\n\n　　——中国能够为全球工商界提供宽广创新舞台。中国积极发展未来产业、壮大新兴产业、升级传统产业，创新势能正持续转化为经济动能。中国绿色化、数字化、智能化加快发展，人工智能、量子技术、人形机器人、新能源汽车、生物医药等不断取得新突破，成为全球新技术的“推广场”、“应用场”。事实证明，谁站稳了中国市场，谁就能在日益激烈的国际竞争中占据先机。\n\n　　——中国能够为全球工商界提供绿色增长条件。中国协同推进降碳、减污、扩绿、增长，建成全球最大的可再生能源体系、最大最完整的新能源产业链，新增绿色面积占全球四分之一。中国致力于实现碳达峰碳中和目标，积极开展绿色能源项目合作，支持优质绿色技术和产品自由流通，为发展中国家提供力所能及的帮助，对推动全球经济绿色低碳转型作出的贡献有目共睹。\n\n　　总之，中国是全球工商界理想、安全、有为的投资目的地，与中国同行就是与机遇同行，相信中国就是相信明天，投资中国就是投资未来。\n\n　　女士们、先生们、朋友们！\n\n　　亚太工商界是时代的先行者、变革的开拓者、潮流的引领者。希望大家继续发扬开拓进取、开放创新、坚韧不拔的企业家精神，共促亚太增长和繁荣，为开创亚太和世界更加美好的未来汇聚强大合力。我们诚挚邀请大家明年共赴中国、共襄盛举！\n\n　　谢谢大家！" 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"在纪念胡耀邦同志诞辰110周年座谈会上的讲话\n\n（2025年11月20日）\n\n习近平\n\n同志们，朋友们：\n\n  今天，我们在这里举行座谈会，纪念胡耀邦同志诞辰110周年。\n\n  胡耀邦同志是久经考验的忠诚的共产主义战士，伟大的无产阶级革命家、政治家，我军杰出的政治工作者，长期担任党的重要领导职务的卓越领导人，为民族独立和解放、社会主义革命和建设、改革开放和社会主义现代化建设建立了不朽功勋。\n\n  胡耀邦同志青少年时代就投身革命，14岁加入中国共产主义青年团，18岁转为中国共产党党员。1934年，参加红军长征。抗日战争中，曾担任中央军委总政治部组织部副部长、部长。解放战争中，担任冀热辽军区代理政治部主任、晋察冀野战军第四和第三纵队政治委员、华北军区第一兵团政治部主任等。新中国成立之初，担任中共川北区党委书记、行署主任、军区政委。1952年后，长期主持团中央工作。1962年后，在湖南、陕西等地兼任领导职务。1975年，担任中国科学院党组织负责人。“文化大革命”结束后，先后担任中央党校副校长、中央组织部部长、中央纪委第三书记、中央秘书长兼中央宣传部部长等重要职务。1981年6月至1987年1月，担任中央委员会主席、中央委员会总书记。从苏区的“红小鬼”到党的领导人，从冲锋陷阵的革命战士到改革开放的开拓者，无论身处哪个岗位，担任什么职务，他始终保持忘我的献身精神和勇往直前的革命热情，不知疲倦为党和人民事业贡献一切。\n\n  同志们、朋友们！\n\n  胡耀邦同志的一生，是光辉的一生、战斗的一生、奉献的一生。在长达60年的革命生涯中，他充分展现了坚守信仰、献身理想的高尚品格，心在人民、利归天下的为民情怀，实事求是、勇于开拓的探索精神，求真务实、敢于担当的优秀品质，公道正派、廉洁自律的崇高风范。他永远值得我们学习。\n\n  ——胡耀邦同志志存高远，在为共产主义不懈奋斗的长期实践中表现出坚韧不拔的革命意志，我们要像他那样，坚定理想信念，对党忠贞不渝。胡耀邦同志说：“没有马克思的学说，就没有我们的今天。”“我们每天的生活都包含着共产主义，都离不了共产主义。”面对战争环境的严峻考验，面对和平建设年代的艰难险阻，面对“文化大革命”中遭受的严重迫害，面对改革开放新时期的重大挑战，他的理想信念和革命意志始终坚如磐石，对党和人民赤胆忠心。\n\n  理想信念是共产党人的精神支柱和政治灵魂。前进道路上，无论形势如何变化、环境多么复杂，全党同志都要坚定对共产主义的信仰、对中国特色社会主义的信念、对实现中华民族伟大复兴的信心，锤炼坚强党性，积极投身中国式现代化建设，为实现远大理想和共同理想奋力拼搏。\n\n  ——胡耀邦同志注重一切从实际出发，为推进马克思主义中国化和实现组织路线拨乱反正作出了重要贡献，我们要像他那样，坚持实事求是，矢志追求真理。胡耀邦同志强调：“马克思主义是发展的科学，是革命的指南。”“中国共产党人应该是既有远见卓识又有求实精神的革命者。”他组织和推动真理标准问题大讨论，为我们党重新确立解放思想、实事求是的思想路线作了重要理论准备。他重视根据改革开放新的实践进行新的理论探索，提出“凡属符合人民利益和时代要求的新思想、新创造、新经验，我们都应该乐于吸收；凡属不符合新的历史任务和革命实践要求的老框框、老套套、老调调，我们都应该敢于抛弃”。他无私无畏，坚持有错必纠，大刀阔斧平反冤假错案，坚决落实党的干部政策和知识分子政策，使大批受到迫害的老同志重新走上领导岗位，使大批蒙受冤屈和迫害的干部、知识分子和普通群众得到平反昭雪。\n\n  马克思主义是颠扑不破的真理，实事求是是我们党的基本思想方法、工作方法、领导方法。全党同志要坚持“两个结合”，深入推进实践基础上的理论创新，不断开创马克思主义中国化时代化新境界。要注重理论联系实际，自觉用党的创新理论武装头脑、指导实践、推动工作，勇于坚持真理，及时修正错误，在推进新时代中国特色社会主义的伟大实践中不断展现马克思主义真理力量。\n\n  ——胡耀邦同志积极倡导和推进改革开放，为推动社会主义现代化建设倾注了大量心血，我们要像他那样，勇立时代潮头，锐意改革创新。胡耀邦同志将改革视为“关系我们事业全局成败的问题”，强调“不经过一系列的深刻改革，绝不能发展社会主义事业，绝不能实现社会主义现代化”；“要有敢于排除万难，探索前人没有遇到过的新情况、新问题的勇气”；要“全面而有计划有步骤地改革一切妨碍社会主义现代化发展的旧事物”。他认为农村改革要汲取过去“想得太窄，限得太死”的教训，要放开，再放开；他鼓励经济特区“特事特办，新事新办，立场不变，方法全新”。他强调对外开放要利用国内国外两种资源，打开国内国际两个市场，敢于跳到更广阔的天地里去打开局面。\n\n  改革开放是党和人民事业大踏步赶上时代的重要法宝，也是推进中国式现代化的根本动力。全党同志要敢于面对各种困难挑战，用啃硬骨头的精神进一步全面深化改革，在守正创新中坚持和完善中国特色社会主义制度，推进国家治理体系和治理能力现代化，坚决破除一切制约高质量发展的体制机制障碍，不断解放和发展社会生产力、激发和增强社会活力。\n\n  ——胡耀邦同志人民情怀真挚深厚，为发展经济、让人民尽快过上好日子做了大量实事好事，我们要像他那样，始终心在人民，做到利归天下。胡耀邦同志题写的“心在人民，原无论大事小事；利归天下，何必争多得少得”对联，深刻表达了他对人民的赤子之情。他说：“党的十一届三中全会为什么大得人心？根本之点就在于有中国特色的社会主义，引导人民用智慧和劳动的双手富裕起来。”“国家富强不起来，人民富裕不起来，一切无从谈起。”“我们共产党员要时时刻刻为人民着想，使人民尽快富裕起来。”他一生保持劳动人民本色，把自己当作普通群众的一员，在为人民服务中追求人生乐趣和价值。他十分关心欠发达地区人民群众生产生活，经常轻车简从深入基层、深入群众，倾听群众呼声，为群众办实事。\n\n  我们党的最大政治优势是密切联系群众，人民是我们党执政的最大底气。全党同志要牢记江山就是人民、人民就是江山，坚持人民至上，同人民心连心，自觉践行党的根本宗旨，走好新时代党的群众路线，以扎实奋斗不断增强人民群众获得感幸福感安全感，推动全体人民共同富裕取得更为明显的实质性进展。\n\n  ——胡耀邦同志高度重视端正党风，为发扬党的优良传统和作风树立了光辉典范，我们要像他那样，保持一身正气，处处以身作则。胡耀邦同志指出：“党风好不好，是党能不能站得住，能不能存在和发展的问题。”“作风是一种无声的号召，无形的精神力量。”他要求党的高级干部率先垂范，带头搞好党风。他对不正之风和腐败现象深恶痛绝，要求全党与其作严肃认真、顽强到底的斗争。他强调“共产党人清廉要身体力行”，对自己和家人的要求要格外严格。他公道正派、作风民主，顾全大局、光明磊落，理直气壮、旗帜鲜明讲党性、讲公道话，亲自定下不许亲友上京找他办私事、不许亲友打他的招牌办私事的规矩。\n\n  党的作风就是党的形象，关系人心向背，关系党的生死存亡。全党同志特别是领导干部要牢记党的自我革命永远在路上、全面从严治党永远在路上，锲而不舍落实中央八项规定精神，勤于修身，严于律己，坚决防止和克服特权思想、特权现象，坚决抵制不正之风和腐败现象，始终保持共产党人清正廉洁的政治本色，以优良党风政风引领社风民风。\n\n  同志们、朋友们！\n\n  胡耀邦同志曾经说过，社会主义现代化建设的伟大征途好比登泰山，只要克服艰难困苦，就一定能够征服“十八盘”，登上“南天门”，到达“玉皇顶”，然后再向新的高峰前进。在全面建设社会主义现代化国家、向第二个百年奋斗目标进军的新征程上，全党同志要更加紧密地团结在党中央周围，不忘初心、牢记使命，坚定历史自信，增强历史主动，以一往无前的奋斗姿态扎实推进各项事业，努力把老一辈革命家的夙愿变成美好现实。" 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valley, in the Andes Mountains. Even more surprising to the researchers was the fact that the unicorns spoke perfect English.\nThe scientist named the population, after their distinctive horn, Ovid's Unicorn. These four-horned, silver-white unicorns were previously unknown to science.\n\nNow, after almost two centuries, the mystery of what sparked this odd phenomenon is finally solved.\n\nDr. Jorge Pérez, an evolutionary biologist from the University of La Paz, and several companions, were exploring the Andes Mountains when they found a small valley, with no other animals or humans. Pérez noticed that the valley had what appeared to be a natural fountain, surrounded by two peaks of rock and silver snow.\n\nPérez and the others then ventured further into the valley. \"By the time we reached the top of one peak, the water looked blue, with some crystals on top,\" said Pérez.\n\nPérez and his friends were astonished to see the unicorn herd. These creatures could be seen from the air without having to move too much to see them – they were so close they could touch their horns.\n\nWhile examining these bizarre creatures the scientists discovered that the creatures also spoke some fairly regular English. Pérez stated, \"We can see, for example, that they have a common 'language,' something like a dialect or dialectic.\"\n\nDr. Pérez believes that the unicorns may have originated in Argentina, where the animals were believed to be descendants of a lost race of people who lived there before the arrival of humans in those parts of South America.\n\nWhile their origins are still unclear, some believe that perhaps the creatures were created when a human and a unicorn met each other in a time before human civilization. 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Want key points at a glance?\nOr simply curious about the information-theoretic nature of language?\n\nTry **Info Highlight**. Info Highlight uses large language models to analyze text information density and visualizes where the important parts are.\n\nThe color intensity of each token indicates how much information it carries. Try it yourself!\n\n\n### Intuitive Understanding of Information\n\nFrom a linguistic perspective, information represents the novelty/surprise/importance of a word. Words that are harder to predict from context typically carry more information. A simple example: \"This morning I opened the door and saw a 'UFO'.\" vs \"This morning I opened the door and saw a 'cat'.\" — clearly \"UFO\" carries more information.\n\n### Information-Theoretic Perspective\n\nIn our implementation, the information content of each token comes from how difficult it is for the LLM to predict that token from left to right.\n\nFrom an information-theoretic perspective, this can be expressed as the conditional information of a token given the model and the preceding context:\n\n Information of tokenᵢᵢᵢ in a text = -log₂P(tokenᵢᵢᵢ | model, token₀₀, …, tokenᵢᵢᵢ₋₋₁)\n\nThe core assumption behind Info Highlight is that this conditional information aligns with human subjective perception (novelty/surprise/importance).\n\n### Ideal vs Reality\n\nFor an ideal model, whose knowledge and contextual understanding match that of the reader, the evaluation would perfectly align with human subjective perception.\n\nTherefore, the gap between current results and reader perception mainly comes from two aspects:\n\n- **Model capability vs human reader:** The model's understanding and knowledge may be generally less than, or possibly exceed, the reader's. Imagine comparing a state-of-the-art LLM with a ten-year-old reader.\n- **Model context vs human reader:** The model only has the text read so far as context, much less than the reader's. Info Highlight uses base models without instruction tuning or prompts (which actually gives the best results).\n\nThe good news is that LLMs are improving so fast: current analysis results already reflect mainstream readers' subjective perception to some extent, and can be used to evaluate article information content and improve reading speed.\n\n### Tribute\n\nInfo Highlight is built on the classic project [GLTR.io](http://gltr.io), developed by Hendrik Strobelt et al. in 2019. GLTR was a web demo that pioneered using GPT-2 prediction probabilities to detect generated text.\n\nHowever, Info Highlight is not meant to detect AI text, but to evaluate the \"information quality\" of text.\n\n### FAQ\n\n**Is it an AI text detector?**\n\nNo.\n\nWhen we dislike AI text, we actually dislike low-quality text. We dislike low-quality human-written text, rather than high-quality AI-generated content. So the key is the \"information quality\" of the text. Info Highlight aims to detect \"information quality\" rather than \"AI signs\", though it can be used to detect AI-generated nonsense with no information content.\n\n**What LLM is currently used?**\n\nCurrently the open-source **Qwen3-14B-Base** is used, which gives pretty good results among the models the author has tested. When lack of hardware credits, **Qwen3-0.6B-Base** is used instead; it's smaller, faster, and performs slightly worse than Qwen3-14B-Base (about 30%).\n\n**Why does information content affect text quality?**\n\nLow information content means the LLM can easily predict it from context. If even a machine can predict it, how important can it be? Conversely, high information content means the LLM has difficulty predicting it from context. 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national football team. He plays as a winger and forward. To date, he has won five Ballon d’Or awards, five FIFA Best Men’s Player titles, and four European Golden Shoe awards. In terms of team honors, he has won seven league titles, five UEFA Champions League trophies, and two major international tournament championships. Ronaldo began his career at Portuguese club Sporting CP and joined the English Premier League side Manchester United at the age of 18. During the 2007–08 season, he scored 31 league goals, surpassing the record previously held by former Manchester United midfielder George Best.\n\nRonaldo transferred to Real Madrid in 2009. Over nine seasons with the club, he made 438 appearances, scoring 451 goals and providing 132 assists.\n\nIn the 2013–14 season, Ronaldo led Real Madrid to victory in the UEFA Champions League and the Copa del Rey, also winning the European Golden Shoe, the UEFA Champions League top scorer award, and the La Liga top scorer award that season. On July 10, 2018, after failing to secure a desired salary increase, he left Real Madrid and joined Italian Serie A club Juventus for a transfer fee of €100 million, winning the Serie A Footballer of the Year award in his first season. In 2021, Ronaldo returned to Manchester United. On December 25, 2022, he reached a transfer agreement with Al Nassr.\n\nIn 2011 and 2012, Ronaldo finished second in the FIFA Ballon d’Or voting. He won the Ballon d’Or in 2013, 2014, 2016, and 2017, and was named UEFA Best Player in Europe in 2014, 2016, and 2017.\n\nOn January 21, 2021, Ronaldo became the highest goal scorer in football history, with 760 official career goals, and the tally has continued to grow since. On May 19 of the same year, he became the first player to achieve a domestic treble (winning the league title, domestic cup, and domestic super cup) in at least three of Europe’s top five leagues (specifically the Premier League, La Liga, and Serie A). On September 1, he surpassed Iranian striker Ali Daei’s record of 109 international goals by scoring his 111th goal for Portugal, setting a Guinness World Record for the most international goals scored by a male footballer. On December 2, with 801 career goals, Ronaldo became the first footballer in history to surpass 800 official career goals.\n\nAccording to Forbes’ 2022 list of the world’s highest-paid athletes, Ronaldo ranked first with annual earnings of $450 million. On January 3, 2021, he reached 490 million followers on Instagram, becoming the first individual to surpass 500 million followers on the platform.\n\nOn March 23, 2023, Ronaldo became the player with the most appearances in men’s international football history, receiving official recognition from Guinness World Records.\n\nOn June 18, 2024, Ronaldo played in Portugal’s UEFA Euro 2024 Group F match against the Czech Republic, becoming the only player to appear in six different European Championships.\n\nOn September 5, 2024, Ronaldo scored in a UEFA Nations League match against Croatia, taking his total career goal tally past 900." + }, + "result": { + "model": "qwen3-14b", + "bpe_strings": [ + { + "offset": [ + 0, + 1 + ], + "raw": "C", + "real_topk": [ + 0, + 0.0010709762573242188 + ], + "pred_topk": [ + [ + "Human", + 0.30859375 + ], + [ + "What", + 0.09197998046875 + ], + [ + "import", + 0.036285400390625 + ], + [ + "How", + 0.033843994140625 + ], + [ + "**", + 0.027191162109375 + 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--git a/data/demo/public/academic text.json b/data/demo/public/academic text.json new file mode 100644 index 0000000000000000000000000000000000000000..5012c419dae67d4c63c0d84dd416259cecd73020 --- /dev/null +++ b/data/demo/public/academic text.json @@ -0,0 +1,12412 @@ +{ + "request": { + "text": "In this work, we study the internal representations of GANs. To a human observer, a well-trained\nGAN appears to have learned facts about the objects in the image: for example, a door can appear on\na building but not on a tree. We wish to understand how a GAN represents such structure. Do the\nobjects emerge as pure pixel patterns without any explicit representation of objects such as doors and\ntrees, or does the GAN contain internal variables that correspond to the objects that humans perceive?\nIf the GAN does contain variables for doors and trees, do those variables cause the generation of\nthose objects, or do they merely correlate? How are relationships between objects represented?\nBy carefully examining representation units, we have found that many parts of GAN representations\ncan be interpreted, not only as signals that correlate with object concepts but as variables that have\na causal effect on the synthesis of objects in the output. These interpretable effects can be used to\ncompare, debug, modify, and reason about a GAN model. 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+++ b/math_demo/.streamlit/config.toml @@ -0,0 +1,2 @@ +[server] +headless = true diff --git a/math_demo/requirements.txt b/math_demo/requirements.txt new file mode 100644 index 0000000000000000000000000000000000000000..4febb2c79b043bb280b004c155d364581d582aed --- /dev/null +++ b/math_demo/requirements.txt @@ -0,0 +1,4 @@ +streamlit>=1.28.0 +matplotlib>=3.7.0 +numpy>=1.24.0 +scipy>=1.10.0 diff --git a/model_paths.py b/model_paths.py new file mode 100644 index 0000000000000000000000000000000000000000..4da62969cf33180712da2b2f170ff3b9b63e3cb2 --- /dev/null +++ b/model_paths.py @@ -0,0 +1,51 @@ +""" +模型路径配置（共享配置文件） +用于 Docker 构建阶段预下载和运行时加载 +""" + +# 默认模型（供 run.py 帮助信息等轻量场景使用，避免导入 torch/transformers） +DEFAULT_MODEL = "qwen3-0.6b" +DEFAULT_SEMANTIC_MODEL = "qwen3-0.6b-instruct" + +# Semantic analysis 模型（instruct 版本，用于 chat template 与指令理解） +SEMANTIC_MODEL_PATHS = { + "qwen3-0.6b-instruct": "Qwen/Qwen3-0.6B", + "qwen3-1.7b-instruct": "Qwen/Qwen3-1.7B", + "qwen3-4b-instruct": "Qwen/Qwen3-4B-Instruct-2507", + "qwen3-8b-instruct": "Qwen/Qwen3-8B", + # qwen3.5，目前只支持CPU。MPS上有反向传播不支持fp16问题，CUDA上有transformers 5.x版本报错问题。 + "qwen3.5-0.8b-instruct": "Qwen/Qwen3.5-0.8B", + "qwen3.5-2b-instruct": "Qwen/Qwen3.5-2B", + "qwen3.5-4b-instruct": "Qwen/Qwen3.5-4B" +} + +# 所有可用模型的 HuggingFace 路径映射 +MODEL_PATHS = { + # 标准模型（FP16/BF16） + 'qwen2.5-0.5b': 'Qwen/Qwen2.5-0.5B', + # qwen3 base + 'qwen3-0.6b': 'Qwen/Qwen3-0.6B-Base', + 'qwen3-1.7b': 'Qwen/Qwen3-1.7B-Base', + 'qwen3-4b': 'Qwen/Qwen3-4B-Base', + 'qwen3-8b': 'Qwen/Qwen3-8B-Base', + 'qwen3-14b': 'Qwen/Qwen3-14B-Base', + # qwen3.5 + 'qwen3.5-0.8b': 'Qwen/Qwen3.5-0.8B-Base', + 'qwen3.5-2b': 'Qwen/Qwen3.5-2B-Base', + 'qwen3.5-4b': 'Qwen/Qwen3.5-4B-Base', +} + +# run.py --model / 模型注册表使用的全部 id（base + instruct，顺序：先 base 后 semantic） +CLI_MODEL_IDS = tuple(MODEL_PATHS.keys()) + tuple(SEMANTIC_MODEL_PATHS.keys()) + + +def resolve_hf_path(cli_id: str) -> str: + """ + 将 CLI 模型 id 解析为 HuggingFace 仓库 id（或本地路径字符串）。 + 查找顺序：MODEL_PATHS → SEMANTIC_MODEL_PATHS（键不区分大小写）→ 未命中则原样返回（视为 HF id）。 + """ + raw = cli_id.strip() + if not raw: + raise ValueError("cli_id must be non-empty") + lk = raw.lower() + return MODEL_PATHS.get(lk) or SEMANTIC_MODEL_PATHS.get(lk) or raw diff --git a/requirements.txt b/requirements.txt new file mode 100644 index 0000000000000000000000000000000000000000..638216e10e51aa8fa9177dbffdf7d85560235d74 --- /dev/null +++ b/requirements.txt @@ -0,0 +1,14 @@ +transformers>=4.51.0,<5.0.0 # 5.x 需 accelerate库，HF Spaces 上易出问题 +torch>=2.1.0,<2.5.0 +numpy>=1.24.0 +connexion[flask,swagger-ui,uvicorn]>=3.0.0 +flask>=3.0.0 +PyYAML>=6.0 +flask-cors>=4.0.0 +Flask-Compress>=1.14 +accelerate>=0.30.0,<1.0.0 +bitsandbytes>=0.43.0 +hf-transfer>=0.1.0 +autoawq>=0.2.0 # Transformers AWQ 支持所需的后端库（已弃用但必需） +trafilatura>=1.6.0 +requests>=2.31.0 diff --git a/run.py b/run.py new file mode 100644 index 0000000000000000000000000000000000000000..306f00f6c3c18d171f19a4611450b746a1f5ffca --- /dev/null +++ b/run.py @@ -0,0 +1,109 @@ +#!/usr/bin/env python +"""服务入口点 + +启动 HTTP 服务并加载模型。 +""" + +import argparse +import logging +import threading + +from model_paths import CLI_MODEL_IDS, DEFAULT_MODEL, DEFAULT_SEMANTIC_MODEL + +ENV_HELP = """ +环境变量: + INFORADAR_ADMIN_TOKEN 管理员 token，用于 check_admin、切换模型、demo 管理；未设置则禁用 + FORCE_CPU=1 强制使用 CPU，忽略 CUDA/MPS + FORCE_INT8=1 启用 INT8 量化（CPU/CUDA 支持，MPS 不支持） + CPU_FORCE_BFLOAT16=1 CPU 使用 bfloat16 +""" + + +def _parse_args(): + """解析参数；遇 -h 时打印帮助并 sys.exit(0)，不触发重量级导入。""" + parser = argparse.ArgumentParser( + epilog=ENV_HELP, + formatter_class=argparse.RawDescriptionHelpFormatter, + ) + parser.add_argument( + "--model", + default=DEFAULT_MODEL, + help=f"模型名称 (默认: {DEFAULT_MODEL})。可用: {', '.join(CLI_MODEL_IDS)}", + ) + parser.add_argument( + "--semantic_model", + default=DEFAULT_SEMANTIC_MODEL, + help=f"Semantic analysis 模型 id（与 --model 同一套 id，可用列表见 --model）。默认: {DEFAULT_SEMANTIC_MODEL}", + ) + parser.add_argument( + "--logits_gradient_submode", + default="fill_blank", + choices=["count", "match_score", "fill_blank"], + help="logits_gradient 子策略：count=数量；match_score=相关度打分(已废弃)；fill_blank=填空式", + ) + parser.add_argument( + "--no-gradient-checkpointing", + dest="gradient_checkpointing", + action="store_false", + help="关闭 gradient checkpointing（默认开启：归因/语义梯度反传省显存）", + ) + parser.set_defaults(gradient_checkpointing=True) + parser.add_argument("--address", default="0.0.0.0") + parser.add_argument("--port", default="5001") + parser.add_argument("--dir", type=str, default=None) + parser.add_argument("--no_cors", action="store_true") + parser.add_argument( + "--no_auto_load", + action="store_true", + help="不在启动时预加载主分析与语义模型，首次相关 API 时再懒加载", + ) + parser.add_argument( + "--verbose", + action="store_true", + help="输出详细调试信息（如 semantic 分析的推理原文与 top-k）", + ) + return parser.parse_args() + + +def _load_and_run(args): + """加载 server、backend 等依赖并启动服务（parse_args 遇 -h 已退出，不会执行到此）""" + from flask_compress import Compress + from flask_cors import CORS + + import server + from server import app + from backend.app_context import AppContext + from backend.data_utils import resolve_data_dir + from backend.model_manager import preload_all_slots + + data_dir = resolve_data_dir(args.dir) + ctx = AppContext.init(args, data_dir) + + if not ctx.args.no_cors: + CORS(app.app, headers="Content-Type") + + Compress(app.app) + + if not getattr(ctx.args, "no_auto_load", False): + def load_model_in_background(): + try: + preload_all_slots() + except Exception as exc: # noqa: BLE001 + logging.getLogger(__name__).warning("后台模型加载失败: %s", exc) + finally: + AppContext.get().set_model_loading(False) + + threading.Thread(target=load_model_in_background, daemon=True, name="ModelLoader").start() + else: + AppContext.get().set_model_loading(False) + + app.run(port=int(ctx.args.port), host=ctx.args.address, access_log=False) + + +def main(): + args = _parse_args() + _load_and_run(args) + + +if __name__ == "__main__": + main() diff --git a/scripts/analyze_json.py b/scripts/analyze_json.py new file mode 100644 index 0000000000000000000000000000000000000000..25c441f29f8fa3a880bd4186b2bad2188cc6b12d --- /dev/null +++ b/scripts/analyze_json.py @@ -0,0 +1,422 @@ +#!/usr/bin/env python3 +""" +批量分析JSON文件脚本 + +从指定目录递归搜索JSON文件，读取其中的文本内容，向后端发送分析请求， +并将结果保存到新文件。 +""" + +import argparse +import json +import os +import sys +import time +from pathlib import Path +from typing import Optional, Tuple + +try: + import requests +except ImportError: + print("错误: 需要安装 requests 库") + print("请运行: pip install requests") + sys.exit(1) + + +# 后端API地址 +# DEFAULT_API_BASE = "https://dqy08-inforadar.hf.space" +DEFAULT_API_BASE = "http://localhost:5001" +API_ENDPOINT = "/api/analyze" + +# Hugging Face Token（用于Private Space，可通过环境变量HF_TOKEN设置） +HF_TOKEN_ENV = "HF_TOKEN" + +# 要搜索的目录列表 +SEARCH_DIRS = [ + "data/demo/未读" +] + + +def find_json_files(base_dir: str, search_dirs: list) -> list[Path]: + """递归搜索指定目录下的所有JSON文件""" + json_files = [] + base_path = Path(base_dir) + + for search_dir in search_dirs: + search_path = base_path / search_dir + if not search_path.exists(): + print(f"⚠️ 目录不存在: {search_path}") + continue + + # 递归搜索所有.json文件 + for json_file in search_path.rglob("*.json"): + json_files.append(json_file) + + return json_files + + +def load_json_file(file_path: Path) -> Optional[dict]: + """加载JSON文件""" + try: + with open(file_path, 'r', encoding='utf-8') as f: + return json.load(f) + except json.JSONDecodeError as e: + print(f"❌ JSON解析错误 {file_path}: {e}") + return None + except Exception as e: + print(f"❌ 读取文件错误 {file_path}: {e}") + return None + + +def extract_text_from_json(data: dict) -> Optional[str]: + """从JSON数据中提取文本内容""" + if not isinstance(data, dict): + return None + + # 尝试从 request.text 字段提取 + request = data.get('request', {}) + if isinstance(request, dict): + text = request.get('text') + if text: + return text + + # 如果没有request.text，尝试直接获取text字段 + text = data.get('text') + if text: + return text + + return None + + +def get_model_from_json(data: dict) -> Optional[str]: + """从JSON数据中提取模型名称（从result.model读取）""" + if not isinstance(data, dict): + return None + + result = data.get('result', {}) + if isinstance(result, dict): + model = result.get('model') + if model: + return model + + return None + + +def generate_output_filename(input_path: Path, model_name: Optional[str] = None) -> Path: + """生成输出文件名，处理后缀逻辑""" + stem = input_path.stem # 不含扩展名的文件名 + + # 如果已有 _qwen2.5 后缀，则删除 + if stem.endswith('_qwen2.5'): + stem = stem[:-8] # 删除 '_qwen2.5' + elif stem.endswith('_qwen2'): + stem = stem[:-6] # 删除 '_qwen2' + + # 如果有模型名，添加模型名后缀 + if model_name: + # 清理模型名：只将空格替换为下划线，保留点和其他字符 + clean_model = model_name.replace(' ', '_') + stem = f"{stem}_{clean_model}" + + # 构建新路径 + return input_path.parent / f"{stem}.json" + + +def analyze_text(api_base: str, text: str, model: Optional[str] = None, token: Optional[str] = None, max_retries: int = 3) -> Optional[dict]: + """向后端发送分析请求，支持自动重试""" + # URL 拼接：确保正确拼接路径 + api_base = api_base.rstrip('/') + endpoint = API_ENDPOINT.lstrip('/') + url = f"{api_base}/{endpoint}" + + payload = { + "text": text, + "model": model if model else "default" # 使用 "default" 让后端使用默认模型 + } + + # 构建请求头 + headers = {"Content-Type": "application/json"} + if token: + headers["Authorization"] = f"Bearer {token}" + + # 重试逻辑 + last_error = None + for attempt in range(1, max_retries + 1): + try: + response = requests.post( + url, + json=payload, + headers=headers, + timeout=300 # 5分钟超时 + ) + response.raise_for_status() + if attempt > 1: + print(f" ✅ 重试成功 (第 {attempt} 次尝试)") + return response.json() + + except requests.exceptions.SSLError as e: + last_error = e + if attempt < max_retries: + wait_time = attempt * 2 # 2秒、4秒、6秒 + print(f" ⚠️ SSL错误 (尝试 {attempt}/{max_retries})，{wait_time}秒后重试...") + time.sleep(wait_time) + else: + print(f"❌ SSL错误: {e}") + print(f" 💡 提示: 网络连接不稳定，已重试 {max_retries} 次仍失败") + + except requests.exceptions.RequestException as e: + last_error = e + # 对于某些错误，不重试（如 404, 401, 400） + if hasattr(e, 'response') and e.response is not None: + status_code = e.response.status_code + if status_code in [404, 401, 400]: + print(f"❌ API请求错误: {e}") + print(f" 响应状态码: {status_code}") + if status_code == 404: + print(f" 💡 提示: 如果是Private Space，请确保设置了HF Token") + elif status_code == 401: + print(f" 💡 提示: Token无效或已过期，请检查HF Token") + return None + + # 对于其他错误，尝试重试 + if attempt < max_retries: + wait_time = attempt * 2 + print(f" ⚠️ 请求错误 (尝试 {attempt}/{max_retries})，{wait_time}秒后重试...") + time.sleep(wait_time) + else: + print(f"❌ API请求错误: {e}") + if hasattr(e, 'response') and e.response is not None: + try: + error_detail = e.response.json() + print(f" 错误详情: {error_detail}") + except: + if e.response.text: + print(f" 响应内容: {e.response.text[:200]}") + + return None + + +def save_result(output_path: Path, result: dict): + """保存分析结果到文件""" + try: + # 确保输出目录存在 + output_path.parent.mkdir(parents=True, exist_ok=True) + + with open(output_path, 'w', encoding='utf-8') as f: + json.dump(result, f, ensure_ascii=False, indent=2) + print(f"✅ 已保存") + except Exception as e: + print(f"❌ 保存文件错误 {output_path}: {e}") + + +def process_file( + file_path: Path, + api_base: str, + dry_run: bool = False, + no_write: bool = False, + token: Optional[str] = None +) -> Tuple[bool, Optional[Path]]: + """处理单个JSON文件""" + print(f"\n📄 处理文件: {file_path}") + + # 加载JSON文件 + data = load_json_file(file_path) + if data is None: + return False, None + + # 提取文本 + text = extract_text_from_json(data) + if not text: + print(f"⚠️ 未找到文本内容，跳过") + return False, None + + # 提取模型名（仅用于日志显示，实际请求使用默认模型） + original_model = get_model_from_json(data) + + print(f" 文本长度: {len(text)} 字符") + if original_model: + print(f" 原文件模型: {original_model} (将使用默认模型)") + else: + print(f" 将使用默认模型") + + if dry_run: + # dry-run模式下，无法知道实际使用的模型，使用占位符 + print(f" [DRY RUN] 将发送分析请求（使用默认模型，不实际执行）") + # 输出文件名会在实际运行时从响应中获取模型名后生成 + return True, None + + # 发送分析请求（传递 "default" 让后端使用默认模型） + print(f" 📤 发送分析请求（使用默认模型）...") + result = analyze_text(api_base, text, "default", token) # 传递 "default" 使用默认模型 + + if result is None: + print(f" ❌ 分析失败") + return False, None + + # 检查是否有错误 + if result.get('success') is False: + error_msg = result.get('message', '未知错误') + print(f" ❌ 分析失败: {error_msg}") + return False, None + + # 从响应中提取实际使用的模型名（用于生成输出文件名） + response_model = None + result_info = result.get('result', {}) + if isinstance(result_info, dict): + response_model = result_info.get('model') + + if response_model: + print(f" 实际使用模型: {response_model}") + else: + # 如果响应中没有模型名，使用 "default" 作为占位符 + response_model = "default" + print(f" ⚠️ 响应中未找到模型名，使用 'default' 作为文件名后缀") + + # 使用响应中的模型名生成输出文件名 + output_path = generate_output_filename(file_path, response_model) + print(f" 输出文件: {output_path}") + + # 保存结果（除非指定了 --no-write） + if no_write: + print(f" [NO WRITE] 跳过保存文件") + else: + save_result(output_path, result) + + return True, output_path + + +def main(): + parser = argparse.ArgumentParser( + description="批量分析JSON文件", + formatter_class=argparse.RawDescriptionHelpFormatter, + epilog=""" +示例: + # 干运行模式（不实际分析） + python analyze_json.py --dry-run + + # 实际分析但不保存文件 + python analyze_json.py --no-write + + # 实际分析并保存文件 + python analyze_json.py + + # 指定自定义API地址 + python analyze_json.py --api-base http://localhost:5001 + + # 限制最多分析10个文件 + python analyze_json.py --max-file 10 + + # 使用HF Token访问Private Space + python analyze_json.py --hf-token hf_xxxxxxxxxxxxx + + # 或通过环境变量设置HF Token + export HF_TOKEN=hf_xxxxxxxxxxxxx + python analyze_json.py + """ + ) + + parser.add_argument( + '--dry-run', + action='store_true', + help='干运行模式，不实际发送分析请求' + ) + + parser.add_argument( + '--no-write', + action='store_true', + help='不实际保存文件（仍会发送分析请求）' + ) + + parser.add_argument( + '--api-base', + type=str, + default=DEFAULT_API_BASE, + help=f'后端API基础地址 (默认: {DEFAULT_API_BASE})' + ) + + parser.add_argument( + '--base-dir', + type=str, + default='.', + help='项目根目录 (默认: 当前目录)' + ) + + parser.add_argument( + '--max-file', + type=int, + default=None, + help='最多分析的文件数量 (默认: 无限制)' + ) + + parser.add_argument( + '--hf-token', + type=str, + default=None, + help=f'Hugging Face Token（用于Private Space，也可通过环境变量{HF_TOKEN_ENV}设置）' + ) + + args = parser.parse_args() + + # 获取HF Token（优先使用命令行参数，其次环境变量） + hf_token = args.hf_token or os.environ.get(HF_TOKEN_ENV) + + # 显示配置 + print("=" * 60) + print("批量分析JSON文件") + print("=" * 60) + print(f"API地址: {args.api_base}") + print(f"基础目录: {args.base_dir}") + print(f"搜索目录: {', '.join(SEARCH_DIRS)}") + print(f"模式: {'DRY RUN (不实际分析)' if args.dry_run else '实际分析'}") + if args.max_file: + print(f"最大文件数: {args.max_file}") + if hf_token: + token_preview = hf_token[:10] + "..." if len(hf_token) > 10 else hf_token + print(f"HF Token: {token_preview} (已设置)") + else: + print(f"HF Token: 未设置 (如果是Private Space，请通过 --hf-token 或环境变量 {HF_TOKEN_ENV} 设置)") + print("=" * 60) + + # 查找所有JSON文件 + print(f"\n🔍 搜索JSON文件...") + json_files = find_json_files(args.base_dir, SEARCH_DIRS) + + if not json_files: + print("❌ 未找到任何JSON文件") + return + + print(f"✅ 找到 {len(json_files)} 个JSON文件") + + # 根据 max_file 限制文件数量 + if args.max_file and args.max_file > 0: + original_count = len(json_files) + json_files = json_files[:args.max_file] + if len(json_files) < original_count: + print(f"📌 限制处理数量: {len(json_files)} 个文件 (共找到 {original_count} 个)") + + # 处理每个文件 + success_count = 0 + failed_count = 0 + total_to_process = len(json_files) + + for i, json_file in enumerate(json_files, 1): + print(f"\n[{i}/{total_to_process}]") + success, output_path = process_file(json_file, args.api_base, args.dry_run, args.no_write, hf_token) + + if success: + success_count += 1 + else: + failed_count += 1 + + # 统计结果 + print("\n" + "=" * 60) + print("处理完成") + print("=" * 60) + print(f"成功: {success_count}") + print(f"失败: {failed_count}") + print(f"总计: {total_to_process}") + print("=" * 60) + + +if __name__ == '__main__': + main() + diff --git a/scripts/bench_semantic_device.py b/scripts/bench_semantic_device.py new file mode 100644 index 0000000000000000000000000000000000000000..007c7df7c3cda0d337f358beb72b9a61d4800247 --- /dev/null +++ b/scripts/bench_semantic_device.py @@ -0,0 +1,188 @@ +#!/usr/bin/env python3 +""" +CPU vs MPS 模式下语义分析耗时基准测试 + +测试 20/200/2000 token 单次语义分析时间，每种情况测 3 次。 + +用法（从项目根目录运行）： + # CPU 模式 + FORCE_CPU=1 python scripts/bench_semantic_device.py + + # MPS 模式（Apple Silicon，不设 FORCE_CPU） + python scripts/bench_semantic_device.py + + # 同时跑两种模式并汇总 + python scripts/bench_semantic_device.py --all +""" + +import argparse +import json +import os +import subprocess +import sys +import time +from pathlib import Path + +# 确保项目根在 path 中 +PROJECT_ROOT = Path(__file__).resolve().parent.parent +if str(PROJECT_ROOT) not in sys.path: + sys.path.insert(0, str(PROJECT_ROOT)) + +def _make_text_for_tokens(tokenizer, target_tokens: int) -> str: + """生成约 target_tokens 个 token 的文本""" + base = "人工智能正在改变我们的生活。机器学习、深度学习等技术在医疗、金融等领域广泛应用。大模型在自然语言处理、图像识别等方面表现突出。" + text = base + while True: + ids = tokenizer.encode(text, add_special_tokens=False) + if len(ids) >= target_tokens: + break + text += base + ids = tokenizer.encode(text, add_special_tokens=False) + if len(ids) > target_tokens: + truncated = tokenizer.decode(ids[:target_tokens]) + return truncated + return text + + +def run_benchmark(repeats: int = 3, gradient_checkpointing: bool = True) -> dict: + from backend.app_context import AppContext + from backend.data_utils import resolve_data_dir + from backend.device import DeviceManager + from backend.model_manager import ensure_semantic_slot_ready + from backend.semantic_analyzer import analyze_semantic + from argparse import Namespace + + data_dir = resolve_data_dir(None) + init_args = Namespace( + model="default", + semantic_model="qwen3-0.6b-instruct", + logits_gradient_submode="topk_sum", + logits_gradient_prob_weighted=False, + gradient_checkpointing=gradient_checkpointing, + address="0.0.0.0", + port="5001", + dir=None, + no_cors=False, + no_auto_load=False, + ) + AppContext.init(init_args, data_dir) + + device = DeviceManager.get_device() + device_name = DeviceManager.get_device_name(device) + print(f"\n{'='*60}") + print(f"设备: {device_name} ({device})") + print("=" * 60) + + tokenizer, _, _ = ensure_semantic_slot_ready() + target_counts = [500] + results = {} + + for n_tokens in target_counts: + text = _make_text_for_tokens(tokenizer, n_tokens) + actual_tokens = len(tokenizer.encode(text, add_special_tokens=False)) + print(f"\n--- {n_tokens} tokens (实际: {actual_tokens}) ---") + + times = [] + for i in range(repeats): + t0 = time.perf_counter() + analyze_semantic("人工智能", text) + elapsed = time.perf_counter() - t0 + times.append(elapsed) + print(f" 第 {i+1} 次: {elapsed:.3f}s") + + avg = sum(times) / len(times) + results[str(n_tokens)] = { + "actual_tokens": actual_tokens, + "times": [round(t, 4) for t in times], + "avg": round(avg, 4), + "min": round(min(times), 4), + "max": round(max(times), 4), + } + print(f" 平均: {avg:.3f}s 最小: {min(times):.3f}s 最大: {max(times):.3f}s") + + return { + "device": device_name, + "device_type": device.type, + "gradient_checkpointing": gradient_checkpointing, + "results": results, + } + + +def main(): + parser = argparse.ArgumentParser(description="CPU/MPS 语义分析耗时基准测试") + parser.add_argument( + "--repeats", + type=int, + default=3, + help="每种 token 数重复次数", + ) + parser.add_argument( + "--all", + action="store_true", + help="依次运行 CPU 和 MPS 模式并汇总", + ) + parser.add_argument( + "--output", "-o", + type=Path, + default=None, + help="结果输出 JSON 路径", + ) + parser.add_argument( + "--no-gradient-checkpointing", + dest="gradient_checkpointing", + action="store_false", + help="关闭 GC（默认开启）", + ) + parser.set_defaults(gradient_checkpointing=True) + args = parser.parse_args() + + if args.all: + import tempfile + all_results = [] + for label, env in [("CPU", {"FORCE_CPU": "1"}), ("MPS", {})]: + env_copy = os.environ.copy() + env_copy.update(env) + if label == "MPS": + env_copy.pop("FORCE_CPU", None) + print(f"\n\n{'#'*60}") + print(f"# 运行 {label} 模式") + print("#" * 60) + with tempfile.NamedTemporaryFile(mode="w", suffix=".json", delete=False) as f: + out_path = f.name + cmd = [sys.executable, __file__, "--repeats", str(args.repeats), "-o", out_path] + if not args.gradient_checkpointing: + cmd.append("--no-gradient-checkpointing") + proc = subprocess.run(cmd, env=env_copy, cwd=PROJECT_ROOT) + if proc.returncode != 0: + print(f"❌ {label} 模式运行失败") + sys.exit(1) + data = json.loads(Path(out_path).read_text(encoding="utf-8")) + os.unlink(out_path) + all_results.append(data) + + print("\n\n" + "=" * 60) + print("汇总") + print("=" * 60) + for r in all_results: + print(f"\n{r['device']} ({r['device_type']}):") + for k, v in r["results"].items(): + print(f" {k} tokens: avg={v['avg']}s min={v['min']}s max={v['max']}s times={v['times']}") + if args.output: + args.output.write_text( + json.dumps({"modes": all_results}, ensure_ascii=False, indent=2), + encoding="utf-8", + ) + print(f"\n✅ 汇总已写入 {args.output}") + return + + result = run_benchmark(repeats=args.repeats, gradient_checkpointing=args.gradient_checkpointing) + + if args.output: + args.output.write_text(json.dumps(result, ensure_ascii=False, indent=2), encoding="utf-8") + print(f"\n✅ 结果已写入 {args.output}") + + return result + + +if __name__ == "__main__": + main() diff --git a/scripts/bench_semantic_stages.py b/scripts/bench_semantic_stages.py new file mode 100644 index 0000000000000000000000000000000000000000..0525e4733f80051e3e83720f698a093ac008c3d0 --- /dev/null +++ b/scripts/bench_semantic_stages.py @@ -0,0 +1,165 @@ +#!/usr/bin/env python3 +""" +语义分析各阶段耗时基准测试（encoding → inference → backward → processing） + +用法（从项目根目录运行）： + python scripts/bench_semantic_stages.py + python scripts/bench_semantic_stages.py --no-gradient-checkpointing + FORCE_CPU=1 python scripts/bench_semantic_stages.py +""" + +import argparse +import json +import sys +import time +from pathlib import Path + +PROJECT_ROOT = Path(__file__).resolve().parent.parent +if str(PROJECT_ROOT) not in sys.path: + sys.path.insert(0, str(PROJECT_ROOT)) + + +def _make_text_for_tokens(tokenizer, target_tokens: int) -> str: + """生成约 target_tokens 个 token 的文本""" + base = "人工智能正在改变我们的生活。机器学习、深度学习等技术在医疗、金融等领域广泛应用。大模型在自然语言处理、图像识别等方面表现突出。" + text = base + while True: + ids = tokenizer.encode(text, add_special_tokens=False) + if len(ids) >= target_tokens: + break + text += base + ids = tokenizer.encode(text, add_special_tokens=False) + if len(ids) > target_tokens: + return tokenizer.decode(ids[:target_tokens]) + return text + + +def run_benchmark( + target_tokens: int = 500, + repeats: int = 3, + gradient_checkpointing: bool = True, +) -> dict: + from argparse import Namespace + + from backend.app_context import AppContext + from backend.data_utils import resolve_data_dir + from backend.device import DeviceManager + from backend.model_manager import ensure_semantic_slot_ready + from backend.semantic_analyzer import analyze_semantic + + data_dir = resolve_data_dir(None) + init_args = Namespace( + model="default", + semantic_model="qwen3-0.6b-instruct", + logits_gradient_submode="topk_sum", + logits_gradient_prob_weighted=False, + gradient_checkpointing=gradient_checkpointing, + address="0.0.0.0", + port="5001", + dir=None, + no_cors=False, + no_auto_load=False, + ) + AppContext.init(init_args, data_dir) + + device = DeviceManager.get_device() + device_name = DeviceManager.get_device_name(device) + print(f"\n设备: {device_name} ({device})") + print(f"目标: {target_tokens} tokens，重复 {repeats} 次，gradient_checkpointing={gradient_checkpointing}\n") + + tokenizer, _, _ = ensure_semantic_slot_ready() + text = _make_text_for_tokens(tokenizer, target_tokens) + actual_tokens = len(tokenizer.encode(text, add_special_tokens=False)) + print(f"实际原文 tokens: {actual_tokens}") + + stage_times = { + "encoding": [], + "inference": [], + "backward": [], + "processing": [], + } + + for run in range(repeats): + timestamps = {} + + def progress_callback(step: int, total_steps: int, stage: str, percentage): + timestamps[stage] = time.perf_counter() + + t_start = time.perf_counter() + analyze_semantic("人工智能", text, progress_callback=progress_callback) + t_end = time.perf_counter() + + # 回调时机：encoding 开始前 → inference 开始前 → backward 开始前 → processing 开始前 + t1 = timestamps.get("encoding", t_start) + t2 = timestamps.get("inference", t1) + t3 = timestamps.get("backward", t2) + t4 = timestamps.get("processing", t3) + + stage_times["encoding"].append(t2 - t1) + stage_times["inference"].append(t3 - t2) + stage_times["backward"].append(t4 - t3) + stage_times["processing"].append(t_end - t4) + + total = t_end - t_start + print(f" 第 {run + 1} 次: 总 {total:.3f}s | encoding {t2-t1:.3f}s | inference {t3-t2:.3f}s | backward {t4-t3:.3f}s | processing {t_end-t4:.3f}s") + + result = { + "device": device_name, + "target_tokens": target_tokens, + "actual_tokens": actual_tokens, + "repeats": repeats, + "gradient_checkpointing": gradient_checkpointing, + "stages": { + name: { + "times": [round(t, 4) for t in times], + "avg": round(sum(times) / len(times), 4), + "min": round(min(times), 4), + "max": round(max(times), 4), + } + for name, times in stage_times.items() + }, + "total_avg": round( + sum( + stage_times["encoding"][i] + stage_times["inference"][i] + + stage_times["backward"][i] + stage_times["processing"][i] + for i in range(repeats) + ) + / repeats, + 4, + ), + } + + print("\n--- 汇总 ---") + for name, data in result["stages"].items(): + print(f" {name}: avg={data['avg']:.3f}s min={data['min']:.3f}s max={data['max']:.3f}s") + print(f" 总耗时平均: {result['total_avg']:.3f}s") + + return result + + +def main(): + parser = argparse.ArgumentParser(description="语义分析各阶段耗时基准测试") + parser.add_argument("--target_tokens", type=int, default=500, help="目标 token 数") + parser.add_argument("--repeats", type=int, default=3, help="重复次数") + parser.add_argument( + "--no-gradient-checkpointing", + dest="gradient_checkpointing", + action="store_false", + help="关闭 GC（默认开启，用于对比）", + ) + parser.set_defaults(gradient_checkpointing=True) + args = parser.parse_args() + + result = run_benchmark( + target_tokens=args.target_tokens, + repeats=args.repeats, + gradient_checkpointing=args.gradient_checkpointing, + ) + out = PROJECT_ROOT / "scripts" / "results" / "bench_semantic_stages.json" + out.parent.mkdir(parents=True, exist_ok=True) + out.write_text(json.dumps(result, ensure_ascii=False, indent=2), encoding="utf-8") + print(f"\n✅ 结果已写入 {out}") + + +if __name__ == "__main__": + main() diff --git a/scripts/cases/eval_cases_long.json b/scripts/cases/eval_cases_long.json new file mode 100644 index 0000000000000000000000000000000000000000..9057b434ace2e0e3aad08579e31a685f980596a0 --- /dev/null +++ b/scripts/cases/eval_cases_long.json @@ -0,0 +1,112 @@ +[ + { + "name": "人工智能", + "query": "人工智能", + "text": "【华尔街见闻早餐 | 2026年2月12日】标普500指数基本持平，纳指和道指小幅下跌；原油期货上涨；黄金、白银走高；镍价升至近两周来最高，主要供应国印尼暗示今年将大幅削减产量。\n美国1月非农新增就业13万人，创去年4月以来最大增幅，失业率降至4.3%，年度下修86.2万。华尔街预计首次降息延至7月，“新美联储通讯社”预计降息暂停期更久。\n油价日内涨超2%，报道：特朗普私下考虑退出《美墨加协定》。\n特朗普称同伊朗达成协议将是“首选”，伊朗最高领袖顾问：美国趋向理性。\n李强：全面推进人工智能科技创新、产业发展和赋能应用，培育壮大新质生产力。\n国务院国资委推动中央企业积极扩大算力有效投资。\n中国1月CPI同比涨幅回落至0.2%，PPI同比降幅收窄至1.4%。\n载人登月又一里程碑，长征十号与梦舟飞船首次飞行试验任务成功。\nDeepSeek正灰度测试新一代模型。\n智谱发布新一代旗舰模型GLM-5，重点提升编程与智能体能力。\n苹果新Siri发布或又推迟，据称测试暴露问题，部分功能或延至9月上线。 （来自华尔街见闻）" + }, + { + "name": "股票", + "query": "股票", + "text": "【华尔街见闻早餐 | 2026年2月12日】标普500指数基本持平，纳指和道指小幅下跌；原油期货上涨；黄金、白银走高；镍价升至近两周来最高，主要供应国印尼暗示今年将大幅削减产量。\n美国1月非农新增就业13万人，创去年4月以来最大增幅，失业率降至4.3%，年度下修86.2万。华尔街预计首次降息延至7月，“新美联储通讯社”预计降息暂停期更久。\n油价日内涨超2%，报道：特朗普私下考虑退出《美墨加协定》。\n特朗普称同伊朗达成协议将是“首选”，伊朗最高领袖顾问：美国趋向理性。\n李强：全面推进人工智能科技创新、产业发展和赋能应用，培育壮大新质生产力。\n国务院国资委推动中央企业积极扩大算力有效投资。\n中国1月CPI同比涨幅回落至0.2%，PPI同比降幅收窄至1.4%。\n载人登月又一里程碑，长征十号与梦舟飞船首次飞行试验任务成功。\nDeepSeek正灰度测试新一代模型。\n智谱发布新一代旗舰模型GLM-5，重点提升编程与智能体能力。\n苹果新Siri发布或又推迟，据称测试暴露问题，部分功能或延至9月上线。 （来自华尔街见闻）" + }, + { + "name": "墨西哥", + "query": "墨西哥", + "text": "【华尔街见闻早餐 | 2026年2月12日】标普500指数基本持平，纳指和道指小幅下跌；原油期货上涨；黄金、白银走高；镍价升至近两周来最高，主要供应国印尼暗示今年将大幅削减产量。\n美国1月非农新增就业13万人，创去年4月以来最大增幅，失业率降至4.3%，年度下修86.2万。华尔街预计首次降息延至7月，“新美联储通讯社”预计降息暂停期更久。\n油价日内涨超2%，报道：特朗普私下考虑退出《美墨加协定》。\n特朗普称同伊朗达成协议将是“首选”，伊朗最高领袖顾问：美国趋向理性。\n李强：全面推进人工智能科技创新、产业发展和赋能应用，培育壮大新质生产力。\n国务院国资委推动中央企业积极扩大算力有效投资。\n中国1月CPI同比涨幅回落至0.2%，PPI同比降幅收窄至1.4%。\n载人登月又一里程碑，长征十号与梦舟飞船首次飞行试验任务成功。\nDeepSeek正灰度测试新一代模型。\n智谱发布新一代旗舰模型GLM-5，重点提升编程与智能体能力。\n苹果新Siri发布或又推迟，据称测试暴露问题，部分功能或延至9月上线。 （来自华尔街见闻）" + }, + { + "name": "美联储", + "query": "美联储", + "text": "【华尔街见闻早餐 | 2026年2月12日】标普500指数基本持平，纳指和道指小幅下跌；原油期货上涨；黄金、白银走高；镍价升至近两周来最高，主要供应国印尼暗示今年将大幅削减产量。\n美国1月非农新增就业13万人，创去年4月以来最大增幅，失业率降至4.3%，年度下修86.2万。华尔街预计首次降息延至7月，“新美联储通讯社”预计降息暂停期更久。\n油价日内涨超2%，报道：特朗普私下考虑退出《美墨加协定》。\n特朗普称同伊朗达成协议将是“首选”，伊朗最高领袖顾问：美国趋向理性。\n李强：全面推进人工智能科技创新、产业发展和赋能应用，培育壮大新质生产力。\n国务院国资委推动中央企业积极扩大算力有效投资。\n中国1月CPI同比涨幅回落至0.2%，PPI同比降幅收窄至1.4%。\n载人登月又一里程碑，长征十号与梦舟飞船首次飞行试验任务成功。\nDeepSeek正灰度测试新一代模型。\n智谱发布新一代旗舰模型GLM-5，重点提升编程与智能体能力。\n苹果新Siri发布或又推迟，据称测试暴露问题，部分功能或延至9月上线。 （来自华尔街见闻）" + }, + { + "name": "航天", + "query": "航天", + "text": "【华尔街见闻早餐 | 2026年2月12日】标普500指数基本持平，纳指和道指小幅下跌；原油期货上涨；黄金、白银走高；镍价升至近两周来最高，主要供应国印尼暗示今年将大幅削减产量。\n美国1月非农新增就业13万人，创去年4月以来最大增幅，失业率降至4.3%，年度下修86.2万。华尔街预计首次降息延至7月，“新美联储通讯社”预计降息暂停期更久。\n油价日内涨超2%，报道：特朗普私下考虑退出《美墨加协定》。\n特朗普称同伊朗达成协议将是“首选”，伊朗最高领袖顾问：美国趋向理性。\n李强：全面推进人工智能科技创新、产业发展和赋能应用，培育壮大新质生产力。\n国务院国资委推动中央企业积极扩大算力有效投资。\n中国1月CPI同比涨幅回落至0.2%，PPI同比降幅收窄至1.4%。\n载人登月又一里程碑，长征十号与梦舟飞船首次飞行试验任务成功。\nDeepSeek正灰度测试新一代模型。\n智谱发布新一代旗舰模型GLM-5，重点提升编程与智能体能力。\n苹果新Siri发布或又推迟，据称测试暴露问题，部分功能或延至9月上线。 （来自华尔街见闻）" + }, + { + "name": "玩具模型_无关", + "query": "玩具模型", + "text": "【华尔街见闻早餐 | 2026年2月12日】标普500指数基本持平，纳指和道指小幅下跌；原油期货上涨；黄金、白银走高；镍价升至近两周来最高，主要供应国印尼暗示今年将大幅削减产量。\n美国1月非农新增就业13万人，创去年4月以来最大增幅，失业率降至4.3%，年度下修86.2万。华尔街预计首次降息延至7月，“新美联储通讯社”预计降息暂停期更久。\n油价日内涨超2%，报道：特朗普私下考虑退出《美墨加协定》。\n特朗普称同伊朗达成协议将是“首选”，伊朗最高领袖顾问：美国趋向理性。\n李强：全面推进人工智能科技创新、产业发展和赋能应用，培育壮大新质生产力。\n国务院国资委推动中央企业积极扩大算力有效投资。\n中国1月CPI同比涨幅回落至0.2%，PPI同比降幅收窄至1.4%。\n载人登月又一里程碑，长征十号与梦舟飞船首次飞行试验任务成功。\nDeepSeek正灰度测试新一代模型。\n智谱发布新一代旗舰模型GLM-5，重点提升编程与智能体能力。\n苹果新Siri发布或又推迟，据称测试暴露问题，部分功能或延至9月上线。 （来自华尔街见闻）" + }, + { + "name": "爱情电影_无关", + "query": "爱情电影", + "text": "【华尔街见闻早餐 | 2026年2月12日】标普500指数基本持平，纳指和道指小幅下跌；原油期货上涨；黄金、白银走高；镍价升至近两周来最高，主要供应国印尼暗示今年将大幅削减产量。\n美国1月非农新增就业13万人，创去年4月以来最大增幅，失业率降至4.3%，年度下修86.2万。华尔街预计首次降息延至7月，“新美联储通讯社”预计降息暂停期更久。\n油价日内涨超2%，报道：特朗普私下考虑退出《美墨加协定》。\n特朗普称同伊朗达成协议将是“首选”，伊朗最高领袖顾问：美国趋向理性。\n李强：全面推进人工智能科技创新、产业发展和赋能应用，培育壮大新质生产力。\n国务院国资委推动中央企业积极扩大算力有效投资。\n中国1月CPI同比涨幅回落至0.2%，PPI同比降幅收窄至1.4%。\n载人登月又一里程碑，长征十号与梦舟飞船首次飞行试验任务成功。\nDeepSeek正灰度测试新一代模型。\n智谱发布新一代旗舰模型GLM-5，重点提升编程与智能体能力。\n苹果新Siri发布或又推迟，据称测试暴露问题，部分功能或延至9月上线。 （来自华尔街见闻）" + }, + { + "name": "经济以外", + "query": "与经济无关的内容", + "text": "【华尔街见闻早餐 | 2026年2月12日】标普500指数基本持平，纳指和道指小幅下跌；原油期货上涨；黄金、白银走高；镍价升至近两周来最高，主要供应国印尼暗示今年将大幅削减产量。\n美国1月非农新增就业13万人，创去年4月以来最大增幅，失业率降至4.3%，年度下修86.2万。华尔街预计首次降息延至7月，“新美联储通讯社”预计降息暂停期更久。\n油价日内涨超2%，报道：特朗普私下考虑退出《美墨加协定》。\n特朗普称同伊朗达成协议将是“首选”，伊朗最高领袖顾问：美国趋向理性。\n李强：全面推进人工智能科技创新、产业发展和赋能应用，培育壮大新质生产力。\n国务院国资委推动中央企业积极扩大算力有效投资。\n中国1月CPI同比涨幅回落至0.2%，PPI同比降幅收窄至1.4%。\n载人登月又一里程碑，长征十号与梦舟飞船首次飞行试验任务成功。\nDeepSeek正灰度测试新一代模型。\n智谱发布新一代旗舰模型GLM-5，重点提升编程与智能体能力。\n苹果新Siri发布或又推迟，据称测试暴露问题，部分功能或延至9月上线。 （来自华尔街见闻）" + }, + { + "name": "AI以外", + "query": "与AI无关的内容", + "text": "【华尔街见闻早餐 | 2026年2月12日】标普500指数基本持平，纳指和道指小幅下跌；原油期货上涨；黄金、白银走高；镍价升至近两周来最高，主要供应国印尼暗示今年将大幅削减产量。\n美国1月非农新增就业13万人，创去年4月以来最大增幅，失业率降至4.3%，年度下修86.2万。华尔街预计首次降息延至7月，“新美联储通讯社”预计降息暂停期更久。\n油价日内涨超2%，报道：特朗普私下考虑退出《美墨加协定》。\n特朗普称同伊朗达成协议将是“首选”，伊朗最高领袖顾问：美国趋向理性。\n李强：全面推进人工智能科技创新、产业发展和赋能应用，培育壮大新质生产力。\n国务院国资委推动中央企业积极扩大算力有效投资。\n中国1月CPI同比涨幅回落至0.2%，PPI同比降幅收窄至1.4%。\n载人登月又一里程碑，长征十号与梦舟飞船首次飞行试验任务成功。\nDeepSeek正灰度测试新一代模型。\n智谱发布新一代旗舰模型GLM-5，重点提升编程与智能体能力。\n苹果新Siri发布或又推迟，据称测试暴露问题，部分功能或延至9月上线。 （来自华尔街见闻）" + }, + { + "name": "政策", + "query": "政策", + "text": "【华尔街见闻早餐 | 2026年2月12日】标普500指数基本持平，纳指和道指小幅下跌；原油期货上涨；黄金、白银走高；镍价升至近两周来最高，主要供应国印尼暗示今年将大幅削减产量。\n美国1月非农新增就业13万人，创去年4月以来最大增幅，失业率降至4.3%，年度下修86.2万。华尔街预计首次降息延至7月，“新美联储通讯社”预计降息暂停期更久。\n油价日内涨超2%，报道：特朗普私下考虑退出《美墨加协定》。\n特朗普称同伊朗达成协议将是“首选”，伊朗最高领袖顾问：美国趋向理性。\n李强：全面推进人工智能科技创新、产业发展和赋能应用，培育壮大新质生产力。\n国务院国资委推动中央企业积极扩大算力有效投资。\n中国1月CPI同比涨幅回落至0.2%，PPI同比降幅收窄至1.4%。\n载人登月又一里程碑，长征十号与梦舟飞船首次飞行试验任务成功。\nDeepSeek正灰度测试新一代模型。\n智谱发布新一代旗舰模型GLM-5，重点提升编程与智能体能力。\n苹果新Siri发布或又推迟，据称测试暴露问题，部分功能或延至9月上线。 （来自华尔街见闻）" + }, + { + "name": "股票指数", + "query": "股票指数", + "text": "【华尔街见闻早餐 | 2026年2月12日】标普500指数基本持平，纳指和道指小幅下跌；原油期货上涨；黄金、白银走高；镍价升至近两周来最高，主要供应国印尼暗示今年将大幅削减产量。\n美国1月非农新增就业13万人，创去年4月以来最大增幅，失业率降至4.3%，年度下修86.2万。华尔街预计首次降息延至7月，“新美联储通讯社”预计降息暂停期更久。\n油价日内涨超2%，报道：特朗普私下考虑退出《美墨加协定》。\n特朗普称同伊朗达成协议将是“首选”，伊朗最高领袖顾问：美国趋向理性。\n李强：全面推进人工智能科技创新、产业发展和赋能应用，培育壮大新质生产力。\n国务院国资委推动中央企业积极扩大算力有效投资。\n中国1月CPI同比涨幅回落至0.2%，PPI同比降幅收窄至1.4%。\n载人登月又一里程碑，长征十号与梦舟飞船首次飞行试验任务成功。\nDeepSeek正灰度测试新一代模型。\n智谱发布新一代旗舰模型GLM-5，重点提升编程与智能体能力。\n苹果新Siri发布或又推迟，据称测试暴露问题，部分功能或延至9月上线。 （来自华尔街见闻）" + }, + { + "name": "经济数据", + "query": "经济数据", + "text": "【华尔街见闻早餐 | 2026年2月12日】标普500指数基本持平，纳指和道指小幅下跌；原油期货上涨；黄金、白银走高；镍价升至近两周来最高，主要供应国印尼暗示今年将大幅削减产量。\n美国1月非农新增就业13万人，创去年4月以来最大增幅，失业率降至4.3%，年度下修86.2万。华尔街预计首次降息延至7月，“新美联储通讯社”预计降息暂停期更久。\n油价日内涨超2%，报道：特朗普私下考虑退出《美墨加协定》。\n特朗普称同伊朗达成协议将是“首选”，伊朗最高领袖顾问：美国趋向理性。\n李强：全面推进人工智能科技创新、产业发展和赋能应用，培育壮大新质生产力。\n国务院国资委推动中央企业积极扩大算力有效投资。\n中国1月CPI同比涨幅回落至0.2%，PPI同比降幅收窄至1.4%。\n载人登月又一里程碑，长征十号与梦舟飞船首次飞行试验任务成功。\nDeepSeek正灰度测试新一代模型。\n智谱发布新一代旗舰模型GLM-5，重点提升编程与智能体能力。\n苹果新Siri发布或又推迟，据称测试暴露问题，部分功能或延至9月上线。 （来自华尔街见闻）" + }, + { + "name": "坏消息", + "query": "坏消息", + "text": "【华尔街见闻早餐 | 2026年2月12日】标普500指数基本持平，纳指和道指小幅下跌；原油期货上涨；黄金、白银走高；镍价升至近两周来最高，主要供应国印尼暗示今年将大幅削减产量。\n美国1月非农新增就业13万人，创去年4月以来最大增幅，失业率降至4.3%，年度下修86.2万。华尔街预计首次降息延至7月，“新美联储通讯社”预计降息暂停期更久。\n油价日内涨超2%，报道：特朗普私下考虑退出《美墨加协定》。\n特朗普称同伊朗达成协议将是“首选”，伊朗最高领袖顾问：美国趋向理性。\n李强：全面推进人工智能科技创新、产业发展和赋能应用，培育壮大新质生产力。\n国务院国资委推动中央企业积极扩大算力有效投资。\n中国1月CPI同比涨幅回落至0.2%，PPI同比降幅收窄至1.4%。\n载人登月又一里程碑，长征十号与梦舟飞船首次飞行试验任务成功。\nDeepSeek正灰度测试新一代模型。\n智谱发布新一代旗舰模型GLM-5，重点提升编程与智能体能力。\n苹果新Siri发布或又推迟，据称测试暴露问题，部分功能或延至9月上线。 （来自华尔街见闻）" + }, + { + "name": "利空消息", + "query": "利空消息", + "text": "【华尔街见闻早餐 | 2026年2月12日】标普500指数基本持平，纳指和道指小幅下跌；原油期货上涨；黄金、白银走高；镍价升至近两周来最高，主要供应国印尼暗示今年将大幅削减产量。\n美国1月非农新增就业13万人，创去年4月以来最大增幅，失业率降至4.3%，年度下修86.2万。华尔街预计首次降息延至7月，“新美联储通讯社”预计降息暂停期更久。\n油价日内涨超2%，报道：特朗普私下考虑退出《美墨加协定》。\n特朗普称同伊朗达成协议将是“首选”，伊朗最高领袖顾问：美国趋向理性。\n李强：全面推进人工智能科技创新、产业发展和赋能应用，培育壮大新质生产力。\n国务院国资委推动中央企业积极扩大算力有效投资。\n中国1月CPI同比涨幅回落至0.2%，PPI同比降幅收窄至1.4%。\n载人登月又一里程碑，长征十号与梦舟飞船首次飞行试验任务成功。\nDeepSeek正灰度测试新一代模型。\n智谱发布新一代旗舰模型GLM-5，重点提升编程与智能体能力。\n苹果新Siri发布或又推迟，据称测试暴露问题，部分功能或延至9月上线。 （来自华尔街见闻）" + }, + { + "name": "公司利空", + "query": "公司的利空消息", + "text": "【华尔街见闻早餐 | 2026年2月12日】标普500指数基本持平，纳指和道指小幅下跌；原油期货上涨；黄金、白银走高；镍价升至近两周来最高，主要供应国印尼暗示今年将大幅削减产量。\n美国1月非农新增就业13万人，创去年4月以来最大增幅，失业率降至4.3%，年度下修86.2万。华尔街预计首次降息延至7月，“新美联储通讯社”预计降息暂停期更久。\n油价日内涨超2%，报道：特朗普私下考虑退出《美墨加协定》。\n特朗普称同伊朗达成协议将是“首选”，伊朗最高领袖顾问：美国趋向理性。\n李强：全面推进人工智能科技创新、产业发展和赋能应用，培育壮大新质生产力。\n国务院国资委推动中央企业积极扩大算力有效投资。\n中国1月CPI同比涨幅回落至0.2%，PPI同比降幅收窄至1.4%。\n载人登月又一里程碑，长征十号与梦舟飞船首次飞行试验任务成功。\nDeepSeek正灰度测试新一代模型。\n智谱发布新一代旗舰模型GLM-5，重点提升编程与智能体能力。\n苹果新Siri发布或又推迟，据称测试暴露问题，部分功能或延至9月上线。 （来自华尔街见闻）" + }, + { + "name": "比预期差", + "query": "比预期差", + "text": "【华尔街见闻早餐 | 2026年2月12日】标普500指数基本持平，纳指和道指小幅下跌；原油期货上涨；黄金、白银走高；镍价升至近两周来最高，主要供应国印尼暗示今年将大幅削减产量。\n美国1月非农新增就业13万人，创去年4月以来最大增幅，失业率降至4.3%，年度下修86.2万。华尔街预计首次降息延至7月，“新美联储通讯社”预计降息暂停期更久。\n油价日内涨超2%，报道：特朗普私下考虑退出《美墨加协定》。\n特朗普称同伊朗达成协议将是“首选”，伊朗最高领袖顾问：美国趋向理性。\n李强：全面推进人工智能科技创新、产业发展和赋能应用，培育壮大新质生产力。\n国务院国资委推动中央企业积极扩大算力有效投资。\n中国1月CPI同比涨幅回落至0.2%，PPI同比降幅收窄至1.4%。\n载人登月又一里程碑，长征十号与梦舟飞船首次飞行试验任务成功。\nDeepSeek正灰度测试新一代模型。\n智谱发布新一代旗舰模型GLM-5，重点提升编程与智能体能力。\n苹果新Siri发布或又推迟，据称测试暴露问题，部分功能或延至9月上线。 （来自华尔街见闻）" + }, + { + "name": "公司名", + "query": "公司名", + "text": "【华尔街见闻早餐 | 2026年2月12日】标普500指数基本持平，纳指和道指小幅下跌；原油期货上涨；黄金、白银走高；镍价升至近两周来最高，主要供应国印尼暗示今年将大幅削减产量。\n美国1月非农新增就业13万人，创去年4月以来最大增幅，失业率降至4.3%，年度下修86.2万。华尔街预计首次降息延至7月，“新美联储通讯社”预计降息暂停期更久。\n油价日内涨超2%，报道：特朗普私下考虑退出《美墨加协定》。\n特朗普称同伊朗达成协议将是“首选”，伊朗最高领袖顾问：美国趋向理性。\n李强：全面推进人工智能科技创新、产业发展和赋能应用，培育壮大新质生产力。\n国务院国资委推动中央企业积极扩大算力有效投资。\n中国1月CPI同比涨幅回落至0.2%，PPI同比降幅收窄至1.4%。\n载人登月又一里程碑，长征十号与梦舟飞船首次飞行试验任务成功。\nDeepSeek正灰度测试新一代模型。\n智谱发布新一代旗舰模型GLM-5，重点提升编程与智能体能力。\n苹果新Siri发布或又推迟，据称测试暴露问题，部分功能或延至9月上线。 （来自华尔街见闻）" + }, + { + "name": "国家名", + "query": "国家名", + "text": "【华尔街见闻早餐 | 2026年2月12日】标普500指数基本持平，纳指和道指小幅下跌；原油期货上涨；黄金、白银走高；镍价升至近两周来最高，主要供应国印尼暗示今年将大幅削减产量。\n美国1月非农新增就业13万人，创去年4月以来最大增幅，失业率降至4.3%，年度下修86.2万。华尔街预计首次降息延至7月，“新美联储通讯社”预计降息暂停期更久。\n油价日内涨超2%，报道：特朗普私下考虑退出《美墨加协定》。\n特朗普称同伊朗达成协议将是“首选”，伊朗最高领袖顾问：美国趋向理性。\n李强：全面推进人工智能科技创新、产业发展和赋能应用，培育壮大新质生产力。\n国务院国资委推动中央企业积极扩大算力有效投资。\n中国1月CPI同比涨幅回落至0.2%，PPI同比降幅收窄至1.4%。\n载人登月又一里程碑，长征十号与梦舟飞船首次飞行试验任务成功。\nDeepSeek正灰度测试新一代模型。\n智谱发布新一代旗舰模型GLM-5，重点提升编程与智能体能力。\n苹果新Siri发布或又推迟，据称测试暴露问题，部分功能或延至9月上线。 （来自华尔街见闻）" + }, + { + "name": "明示反义词", + "query": "明示的反义词", + "text": "【华尔街见闻早餐 | 2026年2月12日】标普500指数基本持平，纳指和道指小幅下跌；原油期货上涨；黄金、白银走高；镍价升至近两周来最高，主要供应国印尼暗示今年将大幅削减产量。\n美国1月非农新增就业13万人，创去年4月以来最大增幅，失业率降至4.3%，年度下修86.2万。华尔街预计首次降息延至7月，“新美联储通讯社”预计降息暂停期更久。\n油价日内涨超2%，报道：特朗普私下考虑退出《美墨加协定》。\n特朗普称同伊朗达成协议将是“首选”，伊朗最高领袖顾问：美国趋向理性。\n李强：全面推进人工智能科技创新、产业发展和赋能应用，培育壮大新质生产力。\n国务院国资委推动中央企业积极扩大算力有效投资。\n中国1月CPI同比涨幅回落至0.2%，PPI同比降幅收窄至1.4%。\n载人登月又一里程碑，长征十号与梦舟飞船首次飞行试验任务成功。\nDeepSeek正灰度测试新一代模型。\n智谱发布新一代旗舰模型GLM-5，重点提升编程与智能体能力。\n苹果新Siri发布或又推迟，据称测试暴露问题，部分功能或延至9月上线。 （来自华尔街见闻）" + }, + { + "name": "苹果水果_无关", + "query": "苹果（水果）", + "text": "【华尔街见闻早餐 | 2026年2月12日】标普500指数基本持平，纳指和道指小幅下跌；原油期货上涨；黄金、白银走高；镍价升至近两周来最高，主要供应国印尼暗示今年将大幅削减产量。\n美国1月非农新增就业13万人，创去年4月以来最大增幅，失业率降至4.3%，年度下修86.2万。华尔街预计首次降息延至7月，“新美联储通讯社”预计降息暂停期更久。\n油价日内涨超2%，报道：特朗普私下考虑退出《美墨加协定》。\n特朗普称同伊朗达成协议将是“首选”，伊朗最高领袖顾问：美国趋向理性。\n李强：全面推进人工智能科技创新、产业发展和赋能应用，培育壮大新质生产力。\n国务院国资委推动中央企业积极扩大算力有效投资。\n中国1月CPI同比涨幅回落至0.2%，PPI同比降幅收窄至1.4%。\n载人登月又一里程碑，长征十号与梦舟飞船首次飞行试验任务成功。\nDeepSeek正灰度测试新一代模型。\n智谱发布新一代旗舰模型GLM-5，重点提升编程与智能体能力。\n苹果新Siri发布或又推迟，据称测试暴露问题，部分功能或延至9月上线。 （来自华尔街见闻）" + }, + { + "name": "北京美食", + "query": "北京的美食", + "text": "北京烤鸭是北京最著名的特色美食，皮酥肉嫩，配上薄饼和甜面酱。\n故宫是明清两代的皇家宫殿，也是世界上现存规模最大的木质结构古建筑群。\n炸酱面是北京的传统面食，用黄酱配上黄瓜丝和豆芽菜。\n长城是中国古代的军事防御工程，绵延数千公里。\n老北京涮羊肉以铜锅为特色，羊肉鲜嫩，蘸料丰富。\n天坛是明清两代皇帝祭天的场所，建筑精美。\n豆汁儿是北京独特的传统小吃，口味特别，配上焦圈最地道。\n颐和园是清朝的皇家园林，以昆明湖和万寿山为主体。\n南京鸭血粉丝汤是南京最著名的特色美食。\n但是南京的盐水鸭就不好吃了。不喜欢它的颜色和味道。\n苏州的美食臊子面也挺好吃的。" + }, + { + "name": "北京景点", + "query": "北京的景点", + "text": "北京烤鸭是北京最著名的特色美食，皮酥肉嫩，配上薄饼和甜面酱。\n故宫是明清两代的皇家宫殿，也是世界上现存规模最大的木质结构古建筑群。\n炸酱面是北京的传统面食，用黄酱配上黄瓜丝和豆芽菜。\n长城是中国古代的军事防御工程，绵延数千公里。\n老北京涮羊肉以铜锅为特色，羊肉鲜嫩，蘸料丰富。\n天坛是明清两代皇帝祭天的场所，建筑精美。\n豆汁儿是北京独特的传统小吃，口味特别，配上焦圈最地道。\n颐和园是清朝的皇家园林，以昆明湖和万寿山为主体。\n南京鸭血粉丝汤是南京最著名的特色美食。\n但是南京的盐水鸭就不好吃了。不喜欢它的颜色和味道。\n苏州的美食臊子面也挺好吃的。" + } +] \ No newline at end of file diff --git a/scripts/cases/eval_cases_short.json b/scripts/cases/eval_cases_short.json new file mode 100644 index 0000000000000000000000000000000000000000..3587787d6db59a28c674ea642261fc024c9f1dc3 --- /dev/null +++ b/scripts/cases/eval_cases_short.json @@ -0,0 +1,7 @@ +[ + {"name": "相关_AI_长文", "query": "人工智能", "text": "上周去超市买了水果和牛奶，顺便逛了逛书店。人工智能正在改变我们的生活，机器学习、深度学习等技术在医疗、金融等领域广泛应用。大模型在写作、编程、翻译等场景越来越实用。下午回家路上遇到邻居遛狗，聊了几句。晚上看了新闻，感觉科技发展真快，AI监管和伦理议题也频频出现。"}, + {"name": "相关_天气_长文", "query": "天气", "text": "早上起来先做了半小时瑜伽，然后吃了早餐。今天北京天气晴朗，气温适宜，最高约18度，适合户外活动。明天可能有小雨，记得带伞。下午约了朋友喝咖啡，聊了聊最近的工作计划。傍晚回家路上顺便买了菜，本周整体以晴到多云为主，周末可能有轻度霾。"}, + {"name": "相关_医疗_长文", "query": "医疗", "text": "周末去爬山锻炼身体，山上的风景不错。人工智能在医疗领域的应用越来越广泛，比如辅助诊断、药物研发、智能问诊等。机器学习能帮助医生更快分析影像资料，减少漏诊。远程医疗、健康管理APP也借助AI提升体验。下山后去吃了碗面，味道一般。"}, + {"name": "无关_足球对AI", "query": "足球比赛", "text": "人工智能正在改变我们的生活。机器学习、深度学习等技术在医疗、金融等领域广泛应用。大模型在自然语言处理上表现突出，自动驾驶也在稳步推进。智能客服、推荐系统、内容生成等应用已司空见惯。未来几年AI将渗透到更多行业，带来深刻变革。"}, + {"name": "无关_烹饪对天气", "query": "红烧肉做法", "text": "今天北京天气晴朗，气温适宜，适合户外活动。明天可能有小雨，记得带伞。本周以晴到多云为主，周末可能有轻度霾。春季早晚温差大，建议洋葱式穿衣。周末可以去公园散步，或者在家看书，最近空气质量不错，适合开窗通风。"} +] diff --git a/scripts/eval_semantic.py b/scripts/eval_semantic.py new file mode 100644 index 0000000000000000000000000000000000000000..6bd769e777f0d99dea1669bce6fcbfd9ed57d40d --- /dev/null +++ b/scripts/eval_semantic.py @@ -0,0 +1,264 @@ +#!/usr/bin/env python3 +""" +Semantic analyzer 效果评估脚本 + +通过 HTTP 调用 /api/analyze-semantic 接口进行评估。 + +支持 submode：count / match_score(已废弃) / fill_blank + +评估维度： +1. 生成的 top10 (token和概率) 的合理性 +2. token_attention score 的合理性 +3. 完全无关查询时的结果合理性 + +用法（从项目根目录运行）： + python scripts/eval_semantic.py -c scripts/cases/eval_cases_short.json -o eval_result.jsonl + python scripts/eval_semantic.py --submode count fill_blank -o eval_result.jsonl + python scripts/eval_semantic.py --url http://localhost:5001 + +输出为 JSONL 格式，每完成一例追加一行；中断后可再次运行，从中断处续跑。 +""" + +import argparse +import json +import os +import sys +import time +from pathlib import Path +from typing import Optional, Tuple + +# Hugging Face Token（用于Private Space，可通过环境变量HF_TOKEN设置） +HF_TOKEN_ENV = "HF_TOKEN" + +try: + import requests +except ImportError: + print("错误: 需要安装 requests 库") + print("请运行: pip install requests") + sys.exit(1) + + +# 测试用例：(名称, query, text) +# 相关：query 与 text 主题一致 +# 无关：query 与 text 完全无关 +TEST_CASES = [ + ("相关_AI", "人工智能", "人工智能正在改变我们的生活。机器学习、深度学习等技术在医疗、金融等领域广泛应用。"), + ("相关_天气", "天气", "今天北京天气晴朗，气温适宜，适合户外活动。明天可能有小雨。"), + ("无关_足球对AI", "足球比赛", "人工智能正在改变我们的生活。机器学习、深度学习等技术在医疗、金融等领域广泛应用。"), + ("无关_烹饪对天气", "红烧肉做法", "今天北京天气晴朗，气温适宜，适合户外活动。明天可能有小雨。"), +] + +DEFAULT_API_BASE = "http://localhost:5001" + + +def analyze_semantic_http(api_base: str, query: str, text: str, submode: Optional[str] = None, token: Optional[str] = None, timeout: int = 300) -> dict: + """通过 HTTP 调用 analyze-semantic 接口""" + url = f"{api_base.rstrip('/')}/api/analyze-semantic" + payload: dict = {"query": query, "text": text, "debug_info": True} + if submode is not None: + payload["submode"] = submode + headers = {"Content-Type": "application/json"} + if token: + headers["Authorization"] = f"Bearer {token}" + + resp = requests.post(url, json=payload, headers=headers, timeout=timeout) + resp.raise_for_status() + data = resp.json() + if not data.get("success"): + raise RuntimeError(data.get("message", "分析失败")) + return data + + +def _load_jsonl(path: Path) -> list: + """加载 JSONL 文件，用于断点续跑""" + if not path.exists(): + return [] + results = [] + for line in path.read_text(encoding="utf-8").strip().split("\n"): + if not line: + continue + try: + results.append(json.loads(line)) + except json.JSONDecodeError: + pass + return results + + +def _append_record(path: Path, record: dict) -> None: + """追加单条记录到 JSONL 文件""" + with path.open("a", encoding="utf-8") as f: + f.write(json.dumps(record, ensure_ascii=False) + "\n") + + +def run_eval( + api_base: str, + submode: str, + test_cases: list, + token: Optional[str] = None, + output_path: Optional[Path] = None, + all_results: Optional[list] = None, + completed: Optional[set] = None, + max_retries: int = 3, + timeout: int = 300, +) -> Tuple[list, bool]: + """返回 (results, aborted)，重试后仍失败时 aborted 为 True""" + completed = completed or set() + results = [] + for j, (name, query, text) in enumerate(test_cases): + prog = f"[{j+1}/{len(test_cases)}]" + if (submode, name) in completed: + print(f"{prog} ⏭ 跳过: {submode} | {name}", flush=True) + continue + print(f"{prog} 执行: {submode} | {name}", flush=True) + res = None + last_error = None + for attempt in range(max_retries + 1): + try: + res = analyze_semantic_http(api_base, query, text, submode, token=token, timeout=timeout) + break + except Exception as e: + last_error = e + if attempt < max_retries: + wait = 3 * (attempt + 1) + print(f"{prog} 重试 {attempt + 1}/{max_retries}，{wait}s 后... - {e}", flush=True) + time.sleep(wait) + if res is None: + print(f"{prog} ✗ 失败（已重试 {max_retries} 次）: {submode} | {name} - {last_error}", flush=True) + record = {"submode": submode, "case": name, "query": query, "error": str(last_error)} + results.append(record) + if all_results is not None: + all_results.append(record) + completed.add((submode, name)) + print(f"\n⚠ 重试后仍失败，中断后续用例", flush=True) + return results, True + + di = res.get("debug_info", {}) + topk_tokens = di.get("topk_tokens", []) + topk_probs = di.get("topk_probs", []) + token_attention = res.get("token_attention", []) + + # 0-max 归一化: score / max ∈ [0, 1]，最大值归一为 1 + score_max = max(a["score"] for a in token_attention) if token_attention else 0 + denom = score_max if score_max > 0 else 1 + + # 按 score 排序取 top10 + sorted_attn = sorted(token_attention, key=lambda x: x["score"], reverse=True)[:10] + top_scored = [] + for a in sorted_attn: + score_norm = round(a["score"] / denom, 6) + top_scored.append({ + "raw": a["raw"], + "score": round(a["score"], 6), + "score_norm": score_norm, + "offset": a["offset"], + }) + + record = { + "model": res.get("model", ""), + "submode": submode, + "case": name, + "query": query, + "text_preview": text[:80] + "..." if len(text) > 80 else text, + "full_match_degree": res.get("full_match_degree", None), + "top10_tokens": topk_tokens, + "top10_probs": [round(p, 6) for p in topk_probs], + "top10_scored_raw": top_scored, + "score_stats": { + "min": round(min(a["score"] for a in token_attention), 6) if token_attention else None, + "max": round(score_max, 6) if token_attention else None, + "mean": round(sum(a["score"] for a in token_attention) / len(token_attention), 6) if token_attention else None, + "mean_norm": round(sum(a["score"] / denom for a in token_attention) / len(token_attention), 6) if token_attention else None, + }, + } + results.append(record) + if all_results is not None: + all_results.append(record) + completed.add((submode, name)) + if output_path: + _append_record(output_path, record) + print(f"{prog} ✓ 完成: {submode} | {name}", flush=True) + + return results, False + + +def main(): + parser = argparse.ArgumentParser(description="评估 semantic analyzer 效果（HTTP）") + parser.add_argument( + "--submode", + choices=["count", "match_score", "fill_blank"], + nargs="+", + default=None, + help="instruct 模型子模式（可多个），不指定则依次评估 count/fill_blank；match_score 已废弃", + ) + parser.add_argument( + "--output", "-o", + type=Path, + default=None, + help="结果输出 JSONL 路径（支持断点续跑）", + ) + parser.add_argument( + "--url", + default=DEFAULT_API_BASE, + help=f"API 地址，默认 {DEFAULT_API_BASE}", + ) + parser.add_argument( + "--hf-token", + type=str, + default=None, + help=f"Hugging Face Token（用于Private Space，也可通过环境变量{HF_TOKEN_ENV}设置）", + ) + parser.add_argument( + "--cases", "-c", + type=Path, + nargs="+", + default=None, + help="自定义测试用例 JSON 文件，可指定多个，格式 [{name, query, text}, ...]", + ) + parser.add_argument( + "--retries", + type=int, + default=3, + help="失败时自动重试次数，默认 3", + ) + parser.add_argument( + "--timeout", + type=int, + default=300, + help="单次请求超时秒数，默认 300", + ) + args = parser.parse_args() + + api_base = args.url.rstrip("/") + hf_token = args.hf_token or os.environ.get(HF_TOKEN_ENV) + + if args.cases: + test_cases = [] + for path in args.cases: + raw = json.loads(path.read_text(encoding="utf-8")) + # strip() 与浏览器语义分析时的 trim() 保持一致，避免 token 数差异 + test_cases.extend([(c["name"], c["query"], (c["text"] or "").strip()) for c in raw]) + print(f"已加载 {len(test_cases)} 个用例，来自 {len(args.cases)} 个文件") + else: + test_cases = TEST_CASES + + submodes = args.submode if args.submode else ["count", "match_score", "fill_blank"] + all_results: list = [] + completed: set = set() + if args.output and args.output.exists(): + all_results = _load_jsonl(args.output) + completed = {(r["submode"], r["case"]) for r in all_results} + print(f"已加载 {len(all_results)} 条历史结果，从中断处续跑") + for sm in submodes: + _, aborted = run_eval( + api_base, sm, test_cases, token=hf_token, + output_path=args.output, all_results=all_results, + completed=completed, max_retries=args.retries, timeout=args.timeout, + ) + if aborted: + break + if args.output: + print(f"\n✅ 结果已写入 {args.output}（共 {len(all_results)} 条）") + + +if __name__ == "__main__": + main() diff --git a/scripts/hf_space_keepalive.py b/scripts/hf_space_keepalive.py new file mode 100644 index 0000000000000000000000000000000000000000..3a9ef67adf20a5410655666d919ce39908eb101e --- /dev/null +++ b/scripts/hf_space_keepalive.py @@ -0,0 +1,73 @@ +#!/usr/bin/env python3 +""" +HF Space 保活脚本 + +每隔一定时间向 Space 发起一次小分析请求，防止长时间无请求导致首次调用变慢。 +适用于公开 Space，无需 HF Token。 +""" + +import argparse +import sys +import time + +try: + import requests +except ImportError: + print("错误: 需要安装 requests 库") + print("请运行: pip install requests") + sys.exit(1) + +API_ENDPOINT = "/api/analyze" +# 保活用极短文本，减少计算量 +KEEPALIVE_TEXT = "just for keep hf space hot" + + +def main(): + parser = argparse.ArgumentParser(description="HF Space 保活 - 定期发起小分析请求防止冷启动") + parser.add_argument( + "url", + nargs="?", + default="https://dqy08-inforadar.hf.space", + help="Space 地址（默认: dqy08-inforadar）", + ) + parser.add_argument( + "-i", "--interval", + type=int, + default=20, + help="请求间隔（分钟），默认 20", + ) + parser.add_argument( + "-q", "--quiet", + action="store_true", + help="安静模式，仅输出错误", + ) + args = parser.parse_args() + + base_url = args.url.rstrip("/") + api_url = f"{base_url}{API_ENDPOINT}" + interval_sec = args.interval * 60 + + if not args.quiet: + print(f"保活目标: {api_url}") + print(f"间隔: {args.interval} 分钟") + print("按 Ctrl+C 停止\n") + + while True: + try: + r = requests.post( + api_url, + json={"text": KEEPALIVE_TEXT, "model": "default"}, + headers={"Content-Type": "application/json"}, + timeout=120, + ) + status = "✓" if r.ok else "✗" + if not args.quiet: + print(f"{time.strftime('%H:%M:%S')} {status} {r.status_code}") + except Exception as e: + print(f"{time.strftime('%H:%M:%S')} ✗ 请求失败: {e}") + + time.sleep(interval_sec) + + +if __name__ == "__main__": + main() diff --git a/server.py b/server.py new file mode 100755 index 0000000000000000000000000000000000000000..cefca7133fcb62d6e94f4fa0aac7d8b1279ada1e --- /dev/null +++ b/server.py @@ -0,0 +1,82 @@ +#!/usr/bin/env python +"""API 模块 + +定义 Connexion 应用和 API 函数，供 server.yaml 引用。 +""" + +import os + +from workaround_env_fix import diagnose_and_fix_thread_env_vars + +# 放此处：server 为应用入口（run.py 或 gunicorn 均会加载），须在 import connexion/backend 前执行 +diagnose_and_fix_thread_env_vars() + +os.environ["TOKENIZERS_PARALLELISM"] = "false" + +import connexion +from backend.logging_config import configure_logging +from backend.api.static import register_static_routes + +# 导入 API 函数供 server.yaml 使用 +from backend.api.analyze import analyze # noqa: F401 +from backend.api.demo import ( # noqa: F401 + list_demos, + save_demo, + delete_demo, + move_demo, + rename_demo, + check_admin, +) +from backend.api.folder import ( # noqa: F401 + rename_folder_api as rename_folder, + delete_folder_api as delete_folder, + list_all_folders, + create_folder_api, +) +from backend.api.fetch_url import fetch_url # noqa: F401 +from backend.api.analyze_semantic import analyze_semantic # noqa: F401 +from backend.api.prediction_attribute import prediction_attribute # noqa: F401 +from backend.api.model_switch import ( # noqa: F401 + get_available_models, + get_current_model, + switch_model, +) +from backend.api.openai_completions import ( # noqa: F401 + completions, + completions_prompt, + completions_stop, +) +from backend.completion_generator import register_inference_shutdown_handlers + +register_inference_shutdown_handlers() + +# 创建 Connexion 应用 +app = connexion.App(__name__) + +# 配置日志 +configure_logging(app) + +# 注册路由 +register_static_routes(app) +app.add_api('server.yaml') + + +def _log_500_handler(request, exc): + """未捕获异常时打印完整 traceback 到 stdout，便于 Docker 日志排查""" + import traceback + from connexion.problem import problem + # 只处理非 HTTP 异常（404/400 等应保持原状态码） + if hasattr(exc, 'status_code') and 400 <= getattr(exc, 'status_code', 0) < 500: + raise exc + print("=" * 60) + print("❌ 500 Internal Server Error") + traceback.print_exc() + print("=" * 60) + return problem( + status=500, + title="Internal Server Error", + detail=str(exc), + ) + + +app.add_error_handler(Exception, _log_500_handler) diff --git a/server.yaml b/server.yaml new file mode 100644 index 0000000000000000000000000000000000000000..bb287703c8ac0c96402108f8aacf7fc2d674543f --- /dev/null +++ b/server.yaml @@ -0,0 +1,803 @@ +swagger: '2.0' +info: + title: InfoRadar API + version: "0.1" +consumes: + - application/json +produces: + - application/json + +basePath: /api + +paths: + + /analyze: + post: + tags: + - all + summary: analyze text + operationId: server.analyze + parameters: + - in: body + name: analyze_request + description: request analyze + schema: + $ref: "#/definitions/AnalyzeRequest" + + responses: + 200: + description: | + 成功时为信息密度分析结果。`stream=false`（默认）时响应体即本 schema； + `stream=true` 时为 `text/event-stream`，最后一条 `data` 事件内为同形 JSON。 + 业务错误（4xx/5xx）时响应体含 `success`/`message` 等，见各状态码说明，非本 schema。 + schema: + $ref: "#/definitions/AnalyzeResponse" + 400: + description: invalid request payload (missing text or model) + 404: + description: requested model is not registered + 500: + description: model inference failed + 503: + description: requested model could not be loaded + + /list_demos: + get: + tags: + - all + summary: list all available demo files and folders + operationId: server.list_demos + parameters: + - in: query + name: path + type: string + required: false + description: path to list (empty string for root) + responses: + 200: + description: return list of demo files and folders + schema: + type: object + properties: + path: + type: string + description: current path + items: + type: array + items: + type: object + properties: + type: + type: string + enum: [folder, file] + description: item type + name: + type: string + description: item name + path: + type: string + description: full path + file: + type: string + description: relative file path (only for files) + + /save_demo: + post: + tags: + - all + summary: save demo file + operationId: server.save_demo + parameters: + - in: body + name: save_request + description: request to save demo + schema: + type: object + properties: + name: + type: string + description: demo name (will be used as filename) + data: + type: object + description: AnalyzeResponse data to save + path: + type: string + description: "target folder path (default: \"/\" for root directory)" + default: "/" + required: + - name + - data + responses: + 200: + description: return save result + schema: + type: object + properties: + success: + type: boolean + message: + type: string + file: + type: string + description: saved filename + + /delete_demo: + post: + tags: + - all + summary: delete demo file + operationId: server.delete_demo + parameters: + - in: body + name: delete_request + description: request to delete demo + schema: + type: object + properties: + file: + type: string + description: demo filename (with .json extension) + required: + - file + responses: + 200: + description: return delete result + schema: + type: object + properties: + success: + type: boolean + message: + type: string + + /move_demo: + post: + tags: + - all + summary: move demo file or folder + operationId: server.move_demo + parameters: + - in: body + name: move_request + description: request to move demo or folder + schema: + type: object + properties: + file: + type: string + description: file path (for moving files) + path: + type: string + description: folder path (for moving folders) + target_path: + type: string + description: target folder path (empty string for root) + required: + - target_path + responses: + 200: + description: return move result + schema: + type: object + properties: + success: + type: boolean + message: + type: string + + /rename_demo: + post: + tags: + - all + summary: rename demo file + operationId: server.rename_demo + parameters: + - in: body + name: rename_request + description: request to rename demo file + schema: + type: object + properties: + file: + type: string + description: file path + new_name: + type: string + description: new name (without extension) + required: + - file + - new_name + responses: + 200: + description: return rename result + schema: + type: object + properties: + success: + type: boolean + message: + type: string + + /rename_folder: + post: + tags: + - all + summary: rename folder + operationId: server.rename_folder + parameters: + - in: body + name: rename_request + description: request to rename folder + schema: + type: object + properties: + path: + type: string + description: folder path + new_name: + type: string + description: new folder name + required: + - path + - new_name + responses: + 200: + description: return rename result + schema: + type: object + properties: + success: + type: boolean + message: + type: string + + /delete_folder: + post: + tags: + - all + summary: delete folder + operationId: server.delete_folder + parameters: + - in: body + name: delete_request + description: request to delete folder + schema: + type: object + properties: + path: + type: string + description: folder path + required: + - path + responses: + 200: + description: return delete result + schema: + type: object + properties: + success: + type: boolean + message: + type: string + + /list_all_folders: + get: + tags: + - all + summary: list all folders for move operation + operationId: server.list_all_folders + responses: + 200: + description: return list of all folders + schema: + type: object + properties: + folders: + type: array + items: + type: string + description: list of folder paths + + /create_folder: + post: + tags: + - all + summary: create a new folder + operationId: server.create_folder_api + parameters: + - in: body + name: create_request + description: request to create folder + schema: + type: object + properties: + parent_path: + type: string + description: 'parent folder path (default: "/" for root directory)' + default: "/" + folder_name: + type: string + description: new folder name + required: + - folder_name + responses: + 200: + description: return create result + schema: + type: object + properties: + success: + type: boolean + message: + type: string + + /fetch_url: + post: + tags: + - all + summary: fetch text content from URL + operationId: server.fetch_url + parameters: + - in: body + name: fetch_request + description: request to fetch text from URL + schema: + type: object + properties: + url: + type: string + description: URL to fetch text from + required: + - url + responses: + 200: + description: return fetched text content + schema: + type: object + properties: + success: + type: boolean + text: + type: string + description: extracted text content + url: + type: string + description: original URL + char_count: + type: integer + description: character count of extracted text + message: + type: string + description: error message if success is false + 400: + description: invalid request (missing url or invalid URL format) + 500: + description: failed to fetch or extract text from URL + + /check_admin: + post: + tags: + - all + summary: check admin token + operationId: server.check_admin + parameters: + - in: body + name: check_request + description: request to check admin token + schema: + type: object + properties: + token: + type: string + description: admin token to check + required: + - token + responses: + 200: + description: return check result + schema: + type: object + properties: + success: + type: boolean + message: + type: string + + /available_models: + get: + tags: + - all + summary: get available models + operationId: server.get_available_models + responses: + 200: + description: return list of available models + schema: + type: object + properties: + success: + type: boolean + models: + type: array + items: + type: string + + /current_model: + get: + tags: + - all + summary: get current model + operationId: server.get_current_model + responses: + 200: + description: return current model name and quantization config + schema: + type: object + properties: + success: + type: boolean + model: + type: string + switching: + type: boolean + device_type: + type: string + enum: [cpu, cuda, mps] + description: current device type + use_int8: + type: boolean + description: whether INT8 quantization is enabled + use_bfloat16: + type: boolean + description: whether bfloat16 is enabled (CPU only) + + /prediction-attribute: + post: + tags: + - all + summary: prediction attribute + operationId: server.prediction_attribute + parameters: + - in: body + name: attribution_request + schema: + type: object + properties: + context: + type: string + description: 输入上下文文本（不做 trim；token 数不得超过 2000，否则 400） + target_prediction: + type: string + description: 目标预测文本，取首个 token 作为归因目标（不做 trim）。省略时自动使用 top-1（贪心解码）。 + model: + type: string + enum: [base, instruct] + description: base 使用主槽位（--model），instruct 使用语义槽位（--semantic_model） + required: + - context + - model + responses: + 200: + description: 返回各输入 token 对目标预测的归因分 + schema: + type: object + properties: + success: + type: boolean + model: + type: string + target_token: + type: string + description: 归因目标 token 的字符串 + target_prob: + type: number + description: 该 token 在 next-token 分布中的预测概率 + token_attribution: + type: array + items: + type: object + properties: + offset: + type: array + items: + type: integer + description: 字符偏移 [start, end] + raw: + type: string + description: token 原文 + score: + type: number + description: 梯度 L2 范数归因分 + debug_info: + type: object + description: 下一 token 的 top10 与概率（与语义分析 debug_info 同形，无 abbrev） + properties: + topk_tokens: + type: array + items: + type: string + topk_probs: + type: array + items: + type: number + is_eos: + type: boolean + description: target_token 是否为模型的 EOS token（top-1 模式下尤为重要，客户端据此判断是否终止生成循环） + 400: + description: 缺少必要字段、model 非法、context 超长、或 target 无法 tokenize + 500: + description: 推理失败 + 503: + description: 服务繁忙 + + /analyze-semantic: + post: + tags: + - all + summary: analyze semantic (token-level relevance to query) + operationId: server.analyze_semantic + parameters: + - in: body + name: semantic_request + schema: + type: object + properties: + query: + type: string + description: 查询主题 + text: + type: string + description: 原文 + stream: + type: boolean + description: 是否使用 SSE 流式响应（带阶段级进度） + submode: + type: string + enum: [count, match_score, fill_blank] + description: 可选子模式，不传则用服务端默认。match_score 已废弃 + debug_info: + type: boolean + description: 为 true 时响应包含 debug_info（abbrev、topk_tokens、topk_probs），默认关，不传则不返回 + required: + - query + - text + responses: + 200: + description: 返回 model 和 token_attention + schema: + type: object + properties: + success: + type: boolean + model: + type: string + description: 使用的 semantic 模型名 + token_attention: + type: array + items: + type: object + properties: + offset: + type: array + items: + type: integer + description: 原文中的字符偏移 [start, end] + raw: + type: string + description: token 原文 + score: + type: number + description: 对 prompt 区域的平均关注度 + debug_info: + type: object + description: 请求中 debug_info=true 时返回 + properties: + abbrev: + type: string + description: 推理原文缩写 + topk_tokens: + type: array + items: + type: string + description: top10 预测 token 列表 + topk_probs: + type: array + items: + type: number + description: top10 对应的概率 + message: + type: string + 400: + description: 缺少 query 或 text 参数 + 500: + description: 分析失败 + + /switch_model: + post: + tags: + - all + summary: switch model (admin only) + operationId: server.switch_model + parameters: + - in: body + name: switch_request + description: request to switch model with quantization options + schema: + type: object + properties: + model: + type: string + description: target model name + use_int8: + type: boolean + description: enable INT8 quantization (not supported on MPS) + default: false + use_bfloat16: + type: boolean + description: enable bfloat16 (CPU only) + default: false + required: + - model + responses: + 200: + description: return switch result + schema: + type: object + properties: + success: + type: boolean + message: + type: string + model: + type: string + 400: + description: invalid request or incompatible quantization settings + 404: + description: model not found + 500: + description: model switch failed + 503: + description: model switching in progress + + /v1/completions/prompt: + post: + tags: + - openai + summary: Apply chat template to user text (completion prompt assembly) + description: | + 将 prompt 作为单条 user 经 tokenizer.apply_chat_template 封装，返回实际送入 POST /v1/completions 的完整字符串（JSON 字段 prompt_used）。 + 可选 system 字段：省略时仅拼装 user；传入时原样作为 system 段（含空字符串）。 + 与续写共用 semantic 模型/tokenizer；过长时返回 400。 + operationId: server.completions_prompt + parameters: + - in: body + name: completions_prompt_request + required: true + schema: + $ref: "server_openai_definitions.yaml#/definitions/OpenAICompletionsPromptRequest" + responses: + 200: + description: ok + schema: + $ref: "server_openai_definitions.yaml#/definitions/OpenAICompletionsPromptResponse" + 400: + description: invalid body or prompt too long + + /v1/completions: + post: + tags: + - openai + summary: OpenAI-compatible text completion (minimal v1) + description: | + 与 OpenAI POST /v1/completions 对齐（见 platform.openai.com Completions）。 + 必填 model、prompt；prompt 须为已确定的完整模型输入（需 chat template 时请先 POST /v1/completions/prompt）。 + 本接口响应恒为 text/event-stream（忽略 body 中的 stream 字段）：type=delta…，末条 type=result，其 data 与 OpenAICompletionsResponse 同形（含 choices[0].text、info_radar.bpe_strings）；若需「非流式」语义，由客户端消费 SSE 末条 result 即可。 + operationId: server.completions + parameters: + - in: body + name: completions_request + required: true + schema: + $ref: "server_openai_definitions.yaml#/definitions/OpenAICompletionsRequest" + responses: + 200: + description: | + text/event-stream（SSE）；末条事件的 data 与 OpenAICompletionsResponse 同形。 + schema: + $ref: "server_openai_definitions.yaml#/definitions/OpenAICompletionsResponse" + 400: + description: invalid request body + + /v1/completions/stop: + post: + tags: + - openai + summary: Global completions stop (single-user serial) + description: | + 置位全局停止标志，使当前正在进行的续写尽快结束（与单次 SSE 断开/GeneratorExit 叠加）。 + 单用户串行场景下无需 request_id；新一次 POST /v1/completions 开始时清除该标志。 + operationId: server.completions_stop + responses: + 200: + description: ok + schema: + type: object + properties: + ok: + type: boolean + + +definitions: + + # 与 client generatedSchemas TokenWithOffset 一致；信息密度 analyze 与 completions info_radar 共用 + TokenWithOffset: + type: object + properties: + offset: + type: array + description: | + 字符下标 [start, end)：信息密度分析相对 request.text； + completions 的 info_radar 相对续写全文 choices[0].text。 + items: + type: integer + minItems: 2 + maxItems: 2 + raw: + type: string + real_topk: + type: array + description: "[模型排序名次, 该 token 的 softmax 概率]" + items: + type: number + minItems: 2 + maxItems: 2 + pred_topk: + type: array + description: 该位置 logits softmax 后的 top-N 候选 [token 文本, 概率]（N 由服务端 DEFAULT_TOPK 决定） + + # 与 client generatedSchemas AnalyzeResult 一致；成功路径下 backend.api.analyze._build_response + AnalyzeResult: + type: object + required: + - bpe_strings + properties: + model: + type: string + bpe_strings: + type: array + items: + $ref: "#/definitions/TokenWithOffset" + error: + type: string + x-nullable: true + + AnalyzeResponse: + type: object + required: + - request + - result + properties: + request: + type: object + required: + - text + properties: + text: + type: string + description: 与请求中分析的原文一致（响应中仅回显 text） + result: + $ref: "#/definitions/AnalyzeResult" + + AnalyzeRequest: + type: object + required: + - model + - text + properties: + model: + type: string + text: + type: string + stream: + type: boolean + description: 是否使用 SSE 流式响应 diff --git a/server_openai_definitions.yaml b/server_openai_definitions.yaml new file mode 100644 index 0000000000000000000000000000000000000000..2aef57555edde95f86eb91e975ddffce00fa8bf1 --- /dev/null +++ b/server_openai_definitions.yaml @@ -0,0 +1,186 @@ +# OpenAI 兼容层 schema，供 server.yaml 通过 $ref 引用 +swagger: '2.0' +info: + title: OpenAPI fragments — OpenAI-compatible schemas + version: "0.0" +definitions: + + # --- Completions /v1/completions --- + + # POST /v1/completions/prompt：将用户原文套用 chat template，返回实际送入续写接口的字符串 + OpenAICompletionsPromptRequest: + type: object + additionalProperties: true + required: + - model + - prompt + properties: + model: + type: string + description: Model ID + prompt: + description: 用户输入原文（非已格式化全文） + type: string + system: + description: 可选；chat template 的 system 段。省略时不拼装 system（仅 user）；传入字符串时原样作为 system 段（含空字符串、仅空白等） + type: string + + OpenAICompletionsPromptResponse: + type: object + required: + - prompt_used + properties: + prompt_used: + type: string + description: 套用 chat template 后、与 POST /v1/completions 的 prompt 字段同义的完整模型输入 + + OpenAICompletionsRequest: + type: object + additionalProperties: true + required: + - model + - prompt + properties: + model: + type: string + description: Model ID + prompt: + description: 已确定的完整模型输入（需 chat template 时请先 POST /v1/completions/prompt） + type: string + best_of: + type: integer + minimum: 0 + maximum: 20 + echo: + type: boolean + frequency_penalty: + type: number + minimum: -2 + maximum: 2 + logit_bias: + type: object + additionalProperties: + type: number + logprobs: + type: integer + minimum: 0 + maximum: 5 + max_tokens: + description: 可选；正整数（> 0），且与 prompt 合计不超过续写接口的上下文 token 上限；省略则用满剩余额度 + type: integer + minimum: 1 + n: + type: integer + minimum: 1 + maximum: 128 + presence_penalty: + type: number + minimum: -2 + maximum: 2 + seed: + type: integer + format: int64 + stop: + description: 停止序列，最多 4 个 + type: + - string + - array + items: + type: string + maxItems: 4 + stream: + type: boolean + description: 本服务忽略；响应恒为 SSE + stream_options: + type: object + properties: + include_usage: + type: boolean + suffix: + type: string + temperature: + type: number + minimum: 0 + maximum: 2 + top_p: + type: number + minimum: 0 + maximum: 1 + user: + type: string + + OpenAICompletionUsage: + type: object + properties: + prompt_tokens: + type: integer + completion_tokens: + type: integer + total_tokens: + type: integer + completion_tokens_details: + type: object + additionalProperties: true + prompt_tokens_details: + type: object + additionalProperties: true + + OpenAICompletionChoice: + type: object + properties: + text: + type: string + index: + type: integer + logprobs: + description: 无 logprobs 时为 null；否则含 text_offset、token_logprobs、tokens、top_logprobs + type: object + x-nullable: true + finish_reason: + type: string + enum: + - stop + - length + - content_filter + x-nullable: true + + # bpe_strings 项与 server.yaml#/definitions/TokenWithOffset 一致（跨文件复用） + InfoRadarCompletionPayload: + type: object + properties: + bpe_strings: + type: array + items: + $ref: "server.yaml#/definitions/TokenWithOffset" + + OpenAICompletionsResponse: + type: object + required: + - id + - object + - created + - model + - choices + properties: + id: + type: string + object: + type: string + enum: + - text_completion + created: + type: integer + description: Unix 时间戳（秒） + model: + type: string + choices: + type: array + items: + $ref: "#/definitions/OpenAICompletionChoice" + system_fingerprint: + type: string + usage: + $ref: "#/definitions/OpenAICompletionUsage" + info_radar: + $ref: "#/definitions/InfoRadarCompletionPayload" + description: 续写 token 级概率与 top-N，便于与信息密度可视化对齐 diff --git a/workaround_env_fix.py b/workaround_env_fix.py new file mode 100644 index 0000000000000000000000000000000000000000..e656d5d3a30fce627390ce166a2e9c0fe31f21f5 --- /dev/null +++ b/workaround_env_fix.py @@ -0,0 +1,49 @@ +"""进程启动时的环境变量修复（仅依赖 stdlib，不引入 OpenMP 等）。""" + +import os +import multiprocessing + + +def diagnose_and_fix_thread_env_vars() -> None: + """ + 诊断并修复 OMP_NUM_THREADS 和 MKL_NUM_THREADS 环境变量。 + + 在 HF Space 的 CUDA 容器中，可能预设了无效的环境变量值， + 这会导致 bitsandbytes 库初始化时 libgomp 报错。 + """ + actual_cores = multiprocessing.cpu_count() + env_vars = ['OMP_NUM_THREADS', 'MKL_NUM_THREADS'] + is_first_fix = True + + for env_var in env_vars: + value = os.environ.get(env_var) + if value is None: + continue + + stripped = value.strip() + is_valid = False + reason = "" + + if not stripped: + reason = "值为空字符串" + elif not stripped.isdigit(): + reason = f"包含非数字字符: {repr(stripped)}" + else: + try: + int_value = int(stripped) + if int_value <= 0: + reason = f"值 <= 0: {int_value}" + else: + is_valid = True + except ValueError: + reason = f"无法转换为整数: {repr(stripped)}" + + if not is_valid: + if is_first_fix: + print(f"🔍 检测到无效的线程环境变量（实际 CPU 核数: {actual_cores}）:") + is_first_fix = False + os.environ[env_var] = str(actual_cores) + print(f" {env_var}:") + print(f" - 原始值: {repr(value)}") + print(f" - 问题: {reason}") + print(f" - 🔧 已自动修复: {env_var}={actual_cores}")