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Upload download_eurovoc_filter_by_language.py

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download_eurovoc_filter_by_language.py ADDED
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+ from tqdm import tqdm
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+ import datasets
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+ from tqdm import tqdm
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+ import pandas as pd
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+
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+ configs = datasets.get_dataset_config_names("EuropeanParliament/Eurovoc")
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+
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+ data = []
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+ for c in tqdm(configs):
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+ dataset = datasets.load_dataset("EuropeanParliament/Eurovoc", c)
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+ data.append(dataset)
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+
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+ dataset = datasets.concatenate_datasets([d['train'] for d in data])
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+
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+ # Downloads in ~1h, then 20 mins to process
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+ # 100%|██████████| 334/334 [19:36<00:00, 3.52s/it]
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+
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+ def eng_only(dataset):
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+ df = dataset['train'].to_pandas()#.lang.unique()
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+ df = df[df["lang"] == "eng"]
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+ return df
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+
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+ eng_dfs = []
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+
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+ for i in tqdm(data):
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+ eng_dfs.append(eng_only(i))
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+
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+ # 100%|██████████| 334/334 [04:25<00:00, 1.26it/s]
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+
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+ df = pd.concat(eng_dfs)
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+
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+ df.to_parquet("CELLAR_EN_16_05_2024.parquet")