shajiayu1 commited on
Commit
f79f576
·
1 Parent(s): ce834df
count_media_types_and_check_files.py ADDED
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+ import json
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+ import os
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+ from tqdm import tqdm # 导入 tqdm 库
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+
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+ def count_media_types_and_check_files(json_file, base_paths):
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+ counts = {
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+ "audio_caption": {"total": 0, "missing": 0},
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+ "audio_asr": {"total": 0, "missing": 0},
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+ "image": {"total": 0, "missing": 0},
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+ "video": {"total": 0, "missing": 0}
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+ }
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+ audio_caption_items = []
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+ with open(json_file, 'r', encoding='utf-8') as file:
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+ data = json.load(file)
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+ # 使用 tqdm 包装循环,显示进度条
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+ for item in tqdm(data, desc="Processing files", unit="file"):
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+ if "audio_caption" in item:
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+ counts["audio_caption"]["total"] += 1
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+ file_path = os.path.join(base_paths["audio_caption"], item["audio_caption"])
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+ if not os.path.exists(file_path):
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+ counts["audio_caption"]["missing"] += 1
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+ if item["audio_caption"].startswith("vggsound"):
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+ continue
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+ audio_caption_items.append(item)
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+
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+ if "image" in item:
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+ counts["image"]["total"] += 1
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+ file_path = os.path.join(base_paths["image"], item["image"])
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+ if not os.path.exists(file_path):
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+ counts["image"]["missing"] += 1
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+ audio_caption_items.append(item)
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+ '''
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+ if "video" in item:
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+ counts["video"]["total"] += 1
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+ file_path = os.path.join(base_paths["video"], item["video"])
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+ if not os.path.exists(file_path):
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+ counts["video"]["missing"] += 1
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+ else:
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+ # audio_caption_items.append(item)
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+ '''
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+ if "audio_asr" in item:
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+ counts["audio_asr"]["total"] += 1
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+ file_path = os.path.join(base_paths["audio_asr"], item["audio_asr"])
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+ if not os.path.exists(file_path):
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+ counts["audio_asr"]["missing"] += 1
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+ audio_caption_items.append(item)
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+
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+
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+ '''
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+ # 重新编号 id
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+ for i, item in enumerate(audio_caption_items):
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+ item["id"] = str(i)
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+ audio_caption_output_file = 'image_stage3_04013.json'
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+ # 写入audio_caption的 JSON 文件
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+ with open(audio_caption_output_file, 'w', encoding='utf-8') as file:
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+ json.dump(audio_caption_items, file, ensure_ascii=False, indent=4)
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+ '''
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+ return counts
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+
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+
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+
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+ # 使用示例
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+ json_file = 'image_asr_caption_stage3_0409.json'
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+ base_paths = {
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+ "audio_caption": "/media/yu/18TB/audio_asr",
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+ "audio_asr": "/home/yu/Downloads",
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+ "image": "/media/yu/18TB/videollava",
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+ "video": "/media/yu/18TB/videollava"
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+ }
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+ counts = count_media_types_and_check_files(json_file, base_paths)
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+ print(counts)
image_asr_caption_stage3_0409.json ADDED
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+ version https://git-lfs.github.com/spec/v1
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+ oid sha256:03bb48530a9c1e3654b970b56312c2c8f8ae7222cb15a34148d07412b52e1fb3
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+ size 1496205036