import pandas as pd

NUM_CONCURRENT = 40
DATASET = 'msmacro_passage'

if DATASET == 'nq':
    df_irish = pd.read_json(f'data/irish_data/{DATASET}_irish.jsonl', lines=True)
    df_english = pd.read_json(f'data/echo-data/{DATASET}.jsonl', lines=True)

    df_english_reshuffled = []
    for i in range(NUM_CONCURRENT):
        curr_df_index = [idx for idx in range(len(df_english)) if idx % NUM_CONCURRENT == i]
        curr_df = df_english.iloc[curr_df_index, :]
        df_english_reshuffled.append(curr_df)

    df_english_reshuffled = pd.concat(df_english_reshuffled)
    df_english_reshuffled = df_english_reshuffled.reset_index(drop=True)
    import pdb; pdb.set_trace()

    df_irish['orig_query'] = df_english_reshuffled['query']
    df_irish['orig_negative'] = df_english_reshuffled['negative']
    df_irish['orig_positive'] = df_english_reshuffled['positive']

    df_irish.to_json(f'data/irish_data/{DATASET}_irish_merged.jsonl', orient='records', lines=True, force_ascii=False)

else:
    # 249592 - 178921 = 70,671
    df_query = []
    for i in range(2):
        df = pd.read_json(f'data/irish_data/{DATASET}_{i}_irish.jsonl', lines=True)
        df_query.append(df)
    df_query = pd.concat(df_query)
    df_query = df_query.drop(columns=['negative', 'positive'])
    df_irish = pd.read_json(f'data/irish_data/{DATASET}_irish.jsonl', lines=True)
    df_irish = df_irish.merge(df_query, on='query', how='left')

    df_irish.to_json(f'data/irish_data/{DATASET}_irish_merged.jsonl', orient='records', lines=True, force_ascii=False)