Datasets:
Update vtqa2023.py
Browse files- vtqa2023.py +30 -11
vtqa2023.py
CHANGED
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@@ -40,8 +40,10 @@ These questions require multimedia entity alignment, multi-step reasoning and op
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_HOMEPAGE_URL = "https://visual-text-qa.github.io/"
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_LICENSE = "
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_ALL_CONFIGS = sorted(
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[
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@@ -85,9 +87,6 @@ _BASE_ANSWER_FEATURES = {
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}
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_DATA_URL = "data"
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class VTQAConfig(datasets.BuilderConfig):
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"""BuilderConfig for VTQA."""
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@@ -137,7 +136,6 @@ class VTQAConfig(datasets.BuilderConfig):
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else _BASE_IMAGE_FEATURES[image_type]
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),
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"answers": [baf],
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"cws_path": datasets.Value("string"),
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}
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)
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return dataset_features
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@@ -172,12 +170,20 @@ class VTQA(datasets.GeneratorBasedBuilder):
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lang, image_type = self.config.lang, self.config.image_type
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def _get_url(file_name):
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if self.config.local_url is None:
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)
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annotation_dir = _get_url("annotations")
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image_dir, region_dir, grid_dir = None, None, None
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@@ -262,6 +268,19 @@ class VTQA(datasets.GeneratorBasedBuilder):
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def _generate_examples(
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self, filepath, image_dir=None, region_dir=None, grid_dir=None, labeled=True
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):
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lang, image_type = self.config.lang, self.config.image_type
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use_cws = "cws" if self.config.use_cws else "raw"
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"""Yields examples as (key, example) tuples."""
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_HOMEPAGE_URL = "https://visual-text-qa.github.io/"
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_LICENSE = "Creative Commons Attribution NonCommercial NoDerivs 4.0 International License"
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# 修改数据URL
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_DATA_URL = "https://huggingface.co/datasets/CalfKing/vtqa2023/tree/main/data"
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_ALL_CONFIGS = sorted(
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[
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}
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class VTQAConfig(datasets.BuilderConfig):
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"""BuilderConfig for VTQA."""
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else _BASE_IMAGE_FEATURES[image_type]
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),
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"answers": [baf],
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}
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)
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return dataset_features
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lang, image_type = self.config.lang, self.config.image_type
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def _get_url(file_name):
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if self.config.local_url is not None:
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# 检查本地路径是否存在
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local_path = os.path.join(self.config.local_url, f"{file_name}")
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if os.path.exists(local_path):
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return local_path
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else:
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logger.warning(f"Local path {local_path} not found, falling back to download")
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# 如果local_url未指定或本地文件不存在,则从远程下载
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remote_url = os.path.join(self.config.data_url, f"{file_name}.zip")
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try:
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return dl_manager.download_and_extract(remote_url)
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except Exception as e:
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raise ValueError(f"Failed to download or extract {remote_url}: {str(e)}")
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annotation_dir = _get_url("annotations")
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image_dir, region_dir, grid_dir = None, None, None
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def _generate_examples(
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self, filepath, image_dir=None, region_dir=None, grid_dir=None, labeled=True
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):
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# 添加文件存在性检查
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if not os.path.exists(filepath):
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raise ValueError(f"Annotation file not found: {filepath}")
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if image_dir and not os.path.exists(image_dir):
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raise ValueError(f"Image directory not found: {image_dir}")
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if region_dir and not os.path.exists(region_dir):
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raise ValueError(f"Region directory not found: {region_dir}")
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if grid_dir and not os.path.exists(grid_dir):
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raise ValueError(f"Grid directory not found: {grid_dir}")
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lang, image_type = self.config.lang, self.config.image_type
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use_cws = "cws" if self.config.use_cws else "raw"
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"""Yields examples as (key, example) tuples."""
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