""" General utilities """ import os def listdir_fullpath(d): return [os.path.join(d, f) for f in os.listdir(d)] def get_chunks( items, num_chunks ): assert num_chunks > 0, "ERROR: zero chunks" item_chunks = [] num_items = len(items) len_chunk = max(1, num_items // num_chunks) i = 0 while i + len_chunk < num_items: item_chunks.append(items[i: i + len_chunk]) i += len_chunk if i < num_items: item_chunks.append(items[i:]) return item_chunks def check_minhash_ids( minhash_df ): """ Check if id == line number in minhash dataframe. This later helps in faster filtering """ for index, row in minhash_df.iterrows(): id_number = int(row["id"].split("/")[-1]) assert id_number == index, \ f"ERROR: check_minhash_ids with {id_number=} and {index=}" def check_shard_of_filtered_docids( filtered_docids, expected_shard_number ): """ Sanity check for shard number of filtered docids that were populated by quality filtering """ for filtered_docid in filtered_docids: shard_number = filtered_docid.split("/")[1] assert shard_number == expected_shard_number, \ f"ERROR: check_shard_of_filtered_docids with {shard_number=} and {expected_shard_number=}"