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nlu.py
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import json
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import os
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from copy import deepcopy
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from tqdm import tqdm
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def load_json(path):
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return json.load(open(path, 'r'))
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def save_json(data, path):
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return json.dump(data, open(path, 'w'))
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def apply_patch_on_split(split_data, split_patch):
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patched_split = []
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for instance in tqdm(split_data):
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instance_id = instance['id']
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if instance_id in split_patch.keys():
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new_instance = deepcopy(instance)
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new_instance['relation'] = split_patch[instance_id]
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patched_split.append(new_instance)
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return patched_split
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def apply_patches(split_dir, patch_dir, split_names=['train', 'dev', 'test']):
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patches = {name: None for name in split_names}
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for name in split_names:
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# Set paths
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split_path = os.path.join(split_dir, name + '.json')
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patch_path = os.path.join(patch_dir, name + '_id2label.json')
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# Load data
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split_data = load_json(split_path)
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patch_id2label = load_json(patch_path)
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patch = apply_patch_on_split(split_data, patch_id2label)
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patches[name] = patch
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return patches
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def save_patches(patch2data, save_dir):
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for patch_name, data in patch2data.items():
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save_path = os.path.join(save_dir, patch_name + '.json')
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save_json(data, save_path)
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if __name__ == '__main__':
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tacred_dir = None # Directory where TACRED is stored
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patch_dir = os.getcwd() # Directory where patches are located
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save_dir = None # Directory where patched data should be saved
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os.makedirs(save_dir, exist_ok=True)
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# Apply patches on data splits
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patch2data = apply_patches(split_dir=tacred_dir, patch_dir=patch_dir)
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# Save patched data to desired directory
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save_patches(patch2data=patch2data, save_dir=save_dir)
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