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import json |
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from datasets import Dataset, DatasetDict |
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file_path = "shroom-data/val.model-agnostic.json" |
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ds_path = 'pminervini/shroom' |
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with open(file_path, 'r') as file: |
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data = json.load(file) |
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def convert(list_of_dicts): |
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dict_of_lists = {} |
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for d in list_of_dicts: |
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for key, value in d.items(): |
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dict_of_lists.setdefault(key, []).append(value) |
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return dict_of_lists |
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task_to_data_map = {} |
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for entry in data: |
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task_name = entry["task"] |
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del entry["task"] |
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if task_name not in task_to_data_map: |
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task_to_data_map[task_name] = [] |
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task_to_data_map[task_name] += [entry] |
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task_to_ds_map = {k: Dataset.from_dict(convert(data)) for k, data in task_to_data_map.items()} |
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ds_dict = DatasetDict(task_to_ds_map) |
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ds_dict.push_to_hub(ds_path) |
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