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import pandas as pd |
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NUM_CONCURRENT = 40 |
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DATASET = 'msmacro_passage' |
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if DATASET == 'nq': |
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df_irish = pd.read_json(f'data/irish_data/{DATASET}_irish.jsonl', lines=True) |
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df_english = pd.read_json(f'data/echo-data/{DATASET}.jsonl', lines=True) |
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df_english_reshuffled = [] |
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for i in range(NUM_CONCURRENT): |
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curr_df_index = [idx for idx in range(len(df_english)) if idx % NUM_CONCURRENT == i] |
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curr_df = df_english.iloc[curr_df_index, :] |
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df_english_reshuffled.append(curr_df) |
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df_english_reshuffled = pd.concat(df_english_reshuffled) |
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df_english_reshuffled = df_english_reshuffled.reset_index(drop=True) |
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import pdb; pdb.set_trace() |
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df_irish['orig_query'] = df_english_reshuffled['query'] |
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df_irish['orig_negative'] = df_english_reshuffled['negative'] |
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df_irish['orig_positive'] = df_english_reshuffled['positive'] |
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df_irish.to_json(f'data/irish_data/{DATASET}_irish_merged.jsonl', orient='records', lines=True, force_ascii=False) |
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else: |
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df_query = [] |
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for i in range(2): |
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df = pd.read_json(f'data/irish_data/{DATASET}_{i}_irish.jsonl', lines=True) |
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df_query.append(df) |
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df_query = pd.concat(df_query) |
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df_query = df_query.drop(columns=['negative', 'positive']) |
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df_irish = pd.read_json(f'data/irish_data/{DATASET}_irish.jsonl', lines=True) |
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df_irish = df_irish.merge(df_query, on='query', how='left') |
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df_irish.to_json(f'data/irish_data/{DATASET}_irish_merged.jsonl', orient='records', lines=True, force_ascii=False) |
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