| from datetime import datetime |
| from decimal import Decimal |
|
|
| import pytz |
| from flask import jsonify |
| from flask_login import current_user |
| from flask_restful import Resource, reqparse |
|
|
| from controllers.console import api |
| from controllers.console.app.wraps import get_app_model |
| from controllers.console.wraps import account_initialization_required, setup_required |
| from extensions.ext_database import db |
| from libs.helper import DatetimeString |
| from libs.login import login_required |
| from models.enums import WorkflowRunTriggeredFrom |
| from models.model import AppMode |
|
|
|
|
| class WorkflowDailyRunsStatistic(Resource): |
| @setup_required |
| @login_required |
| @account_initialization_required |
| @get_app_model |
| def get(self, app_model): |
| account = current_user |
|
|
| parser = reqparse.RequestParser() |
| parser.add_argument("start", type=DatetimeString("%Y-%m-%d %H:%M"), location="args") |
| parser.add_argument("end", type=DatetimeString("%Y-%m-%d %H:%M"), location="args") |
| args = parser.parse_args() |
|
|
| sql_query = """SELECT |
| DATE(DATE_TRUNC('day', created_at AT TIME ZONE 'UTC' AT TIME ZONE :tz )) AS date, |
| COUNT(id) AS runs |
| FROM |
| workflow_runs |
| WHERE |
| app_id = :app_id |
| AND triggered_from = :triggered_from""" |
| arg_dict = { |
| "tz": account.timezone, |
| "app_id": app_model.id, |
| "triggered_from": WorkflowRunTriggeredFrom.APP_RUN.value, |
| } |
|
|
| timezone = pytz.timezone(account.timezone) |
| utc_timezone = pytz.utc |
|
|
| if args["start"]: |
| start_datetime = datetime.strptime(args["start"], "%Y-%m-%d %H:%M") |
| start_datetime = start_datetime.replace(second=0) |
|
|
| start_datetime_timezone = timezone.localize(start_datetime) |
| start_datetime_utc = start_datetime_timezone.astimezone(utc_timezone) |
|
|
| sql_query += " AND created_at >= :start" |
| arg_dict["start"] = start_datetime_utc |
|
|
| if args["end"]: |
| end_datetime = datetime.strptime(args["end"], "%Y-%m-%d %H:%M") |
| end_datetime = end_datetime.replace(second=0) |
|
|
| end_datetime_timezone = timezone.localize(end_datetime) |
| end_datetime_utc = end_datetime_timezone.astimezone(utc_timezone) |
|
|
| sql_query += " AND created_at < :end" |
| arg_dict["end"] = end_datetime_utc |
|
|
| sql_query += " GROUP BY date ORDER BY date" |
|
|
| response_data = [] |
|
|
| with db.engine.begin() as conn: |
| rs = conn.execute(db.text(sql_query), arg_dict) |
| for i in rs: |
| response_data.append({"date": str(i.date), "runs": i.runs}) |
|
|
| return jsonify({"data": response_data}) |
|
|
|
|
| class WorkflowDailyTerminalsStatistic(Resource): |
| @setup_required |
| @login_required |
| @account_initialization_required |
| @get_app_model |
| def get(self, app_model): |
| account = current_user |
|
|
| parser = reqparse.RequestParser() |
| parser.add_argument("start", type=DatetimeString("%Y-%m-%d %H:%M"), location="args") |
| parser.add_argument("end", type=DatetimeString("%Y-%m-%d %H:%M"), location="args") |
| args = parser.parse_args() |
|
|
| sql_query = """SELECT |
| DATE(DATE_TRUNC('day', created_at AT TIME ZONE 'UTC' AT TIME ZONE :tz )) AS date, |
| COUNT(DISTINCT workflow_runs.created_by) AS terminal_count |
| FROM |
| workflow_runs |
| WHERE |
| app_id = :app_id |
| AND triggered_from = :triggered_from""" |
| arg_dict = { |
| "tz": account.timezone, |
| "app_id": app_model.id, |
| "triggered_from": WorkflowRunTriggeredFrom.APP_RUN.value, |
| } |
|
|
| timezone = pytz.timezone(account.timezone) |
| utc_timezone = pytz.utc |
|
|
| if args["start"]: |
| start_datetime = datetime.strptime(args["start"], "%Y-%m-%d %H:%M") |
| start_datetime = start_datetime.replace(second=0) |
|
|
| start_datetime_timezone = timezone.localize(start_datetime) |
| start_datetime_utc = start_datetime_timezone.astimezone(utc_timezone) |
|
|
| sql_query += " AND created_at >= :start" |
| arg_dict["start"] = start_datetime_utc |
|
|
| if args["end"]: |
| end_datetime = datetime.strptime(args["end"], "%Y-%m-%d %H:%M") |
| end_datetime = end_datetime.replace(second=0) |
|
|
| end_datetime_timezone = timezone.localize(end_datetime) |
| end_datetime_utc = end_datetime_timezone.astimezone(utc_timezone) |
|
|
| sql_query += " AND created_at < :end" |
| arg_dict["end"] = end_datetime_utc |
|
|
| sql_query += " GROUP BY date ORDER BY date" |
|
|
| response_data = [] |
|
|
| with db.engine.begin() as conn: |
| rs = conn.execute(db.text(sql_query), arg_dict) |
| for i in rs: |
| response_data.append({"date": str(i.date), "terminal_count": i.terminal_count}) |
|
|
| return jsonify({"data": response_data}) |
|
|
|
|
| class WorkflowDailyTokenCostStatistic(Resource): |
| @setup_required |
| @login_required |
| @account_initialization_required |
| @get_app_model |
| def get(self, app_model): |
| account = current_user |
|
|
| parser = reqparse.RequestParser() |
| parser.add_argument("start", type=DatetimeString("%Y-%m-%d %H:%M"), location="args") |
| parser.add_argument("end", type=DatetimeString("%Y-%m-%d %H:%M"), location="args") |
| args = parser.parse_args() |
|
|
| sql_query = """SELECT |
| DATE(DATE_TRUNC('day', created_at AT TIME ZONE 'UTC' AT TIME ZONE :tz )) AS date, |
| SUM(workflow_runs.total_tokens) AS token_count |
| FROM |
| workflow_runs |
| WHERE |
| app_id = :app_id |
| AND triggered_from = :triggered_from""" |
| arg_dict = { |
| "tz": account.timezone, |
| "app_id": app_model.id, |
| "triggered_from": WorkflowRunTriggeredFrom.APP_RUN.value, |
| } |
|
|
| timezone = pytz.timezone(account.timezone) |
| utc_timezone = pytz.utc |
|
|
| if args["start"]: |
| start_datetime = datetime.strptime(args["start"], "%Y-%m-%d %H:%M") |
| start_datetime = start_datetime.replace(second=0) |
|
|
| start_datetime_timezone = timezone.localize(start_datetime) |
| start_datetime_utc = start_datetime_timezone.astimezone(utc_timezone) |
|
|
| sql_query += " AND created_at >= :start" |
| arg_dict["start"] = start_datetime_utc |
|
|
| if args["end"]: |
| end_datetime = datetime.strptime(args["end"], "%Y-%m-%d %H:%M") |
| end_datetime = end_datetime.replace(second=0) |
|
|
| end_datetime_timezone = timezone.localize(end_datetime) |
| end_datetime_utc = end_datetime_timezone.astimezone(utc_timezone) |
|
|
| sql_query += " AND created_at < :end" |
| arg_dict["end"] = end_datetime_utc |
|
|
| sql_query += " GROUP BY date ORDER BY date" |
|
|
| response_data = [] |
|
|
| with db.engine.begin() as conn: |
| rs = conn.execute(db.text(sql_query), arg_dict) |
| for i in rs: |
| response_data.append( |
| { |
| "date": str(i.date), |
| "token_count": i.token_count, |
| } |
| ) |
|
|
| return jsonify({"data": response_data}) |
|
|
|
|
| class WorkflowAverageAppInteractionStatistic(Resource): |
| @setup_required |
| @login_required |
| @account_initialization_required |
| @get_app_model(mode=[AppMode.WORKFLOW]) |
| def get(self, app_model): |
| account = current_user |
|
|
| parser = reqparse.RequestParser() |
| parser.add_argument("start", type=DatetimeString("%Y-%m-%d %H:%M"), location="args") |
| parser.add_argument("end", type=DatetimeString("%Y-%m-%d %H:%M"), location="args") |
| args = parser.parse_args() |
|
|
| sql_query = """SELECT |
| AVG(sub.interactions) AS interactions, |
| sub.date |
| FROM |
| ( |
| SELECT |
| DATE(DATE_TRUNC('day', c.created_at AT TIME ZONE 'UTC' AT TIME ZONE :tz )) AS date, |
| c.created_by, |
| COUNT(c.id) AS interactions |
| FROM |
| workflow_runs c |
| WHERE |
| c.app_id = :app_id |
| AND c.triggered_from = :triggered_from |
| {{start}} |
| {{end}} |
| GROUP BY |
| date, c.created_by |
| ) sub |
| GROUP BY |
| sub.date""" |
| arg_dict = { |
| "tz": account.timezone, |
| "app_id": app_model.id, |
| "triggered_from": WorkflowRunTriggeredFrom.APP_RUN.value, |
| } |
|
|
| timezone = pytz.timezone(account.timezone) |
| utc_timezone = pytz.utc |
|
|
| if args["start"]: |
| start_datetime = datetime.strptime(args["start"], "%Y-%m-%d %H:%M") |
| start_datetime = start_datetime.replace(second=0) |
|
|
| start_datetime_timezone = timezone.localize(start_datetime) |
| start_datetime_utc = start_datetime_timezone.astimezone(utc_timezone) |
|
|
| sql_query = sql_query.replace("{{start}}", " AND c.created_at >= :start") |
| arg_dict["start"] = start_datetime_utc |
| else: |
| sql_query = sql_query.replace("{{start}}", "") |
|
|
| if args["end"]: |
| end_datetime = datetime.strptime(args["end"], "%Y-%m-%d %H:%M") |
| end_datetime = end_datetime.replace(second=0) |
|
|
| end_datetime_timezone = timezone.localize(end_datetime) |
| end_datetime_utc = end_datetime_timezone.astimezone(utc_timezone) |
|
|
| sql_query = sql_query.replace("{{end}}", " AND c.created_at < :end") |
| arg_dict["end"] = end_datetime_utc |
| else: |
| sql_query = sql_query.replace("{{end}}", "") |
|
|
| response_data = [] |
|
|
| with db.engine.begin() as conn: |
| rs = conn.execute(db.text(sql_query), arg_dict) |
| for i in rs: |
| response_data.append( |
| {"date": str(i.date), "interactions": float(i.interactions.quantize(Decimal("0.01")))} |
| ) |
|
|
| return jsonify({"data": response_data}) |
|
|
|
|
| api.add_resource(WorkflowDailyRunsStatistic, "/apps/<uuid:app_id>/workflow/statistics/daily-conversations") |
| api.add_resource(WorkflowDailyTerminalsStatistic, "/apps/<uuid:app_id>/workflow/statistics/daily-terminals") |
| api.add_resource(WorkflowDailyTokenCostStatistic, "/apps/<uuid:app_id>/workflow/statistics/token-costs") |
| api.add_resource( |
| WorkflowAverageAppInteractionStatistic, "/apps/<uuid:app_id>/workflow/statistics/average-app-interactions" |
| ) |
|
|
