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unit: def xpandas_read_excel()
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unit: def push_to_hub()
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id: 206
unit: def decode_chunks()
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id: 269
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id: 270
unit: def hash_url_to_filename()
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id: 271
unit: def iter_batched()
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unit: def _shuffle_gen_kwargs()
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id: 273
unit: def multiprocess_dataset_to_tf()
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id: 274
unit: def get_default_config_name()
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unit: def search_batch()
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id: 278
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unit: def _info()
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unit: def _info()
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unit: def _split_files_and_archives()
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id: 294
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id: 295
unit: def fast_gather()
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id: 296
unit: def list_table_cache_files()
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unit: def shard_data_sources()
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id: 305
unit: def repeat()
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unit: def batch()
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unit: def _cleanup()
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unit: def get_from_cache()
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id: 316
unit: def get_size_checksum_dict()
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id: 317
unit: def size_str()
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id: 318
unit: def string_to_dict()
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id: 319
unit: def _save_torchGenerator()
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id: 320
unit: def _save_spacyLanguage()
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id: 321
unit: def _distribute_shards()
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unit: def _get_default_logging_level()
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id: 323
unit: def dataset_to_tf()
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id: 324
unit: def __repr__()
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unit: def rename_column()
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id: 327
unit: def _recursive_tensorize()
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id: 328
unit: def __ior__()
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id: 329
unit: def flatten()
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unit: def __array__()
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unit: def _concat_same_type()
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id: 332
unit: def flatten()
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unit: def flatten()
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unit: def list_image_compression_formats()
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unit: def _as_bytes()
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unit: def _get_table_from_filename()
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unit: def _cast_table()
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id: 339
unit: def check_infos()
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id: 340
unit: def _cast_table()
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id: 341
unit: def _nested_apply()
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unit: def _apply_replays()
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unit: def __init__()
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unit: def _combine_list_array_offsets_with_mask()
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id: 345
unit: def _storage_type()
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unit: def embed_table_storage()
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id: 347
unit: def _record_sizes_checksums()
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id: 348
unit: def increase_load_count()
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id: 349
unit: def post_release_work()
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unit: def split_shard_indices_by_worker()
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unit: def _batch_setitems()
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unit: def _save_set()
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unit: def enable_progress_bars()
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unit: def from_directory()
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unit: def update()
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id: 371
unit: def add_elasticsearch_index()
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unit: def __eq__()
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unit: def shuffle()
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id: 377
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id: 381
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id: 382
unit: def decode_column()
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id: 383
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id: 384
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id: 385
unit: def extract_batch()
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id: 386
unit: def decode_column()
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id: 387
unit: def numpy_to_pyarrow_listarray()
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id: 388
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id: 389
unit: def require_storage_embed()
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id: 390
unit: def decode_example()
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id: 391
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id: 392
unit: def get_dataset_config_info()
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id: 393
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unit: def parallel_backend()
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id: 396
unit: def pd_read_sql_kwargs()
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id: 397
unit: def _generate_tables()
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id: 398
unit: def _hash_python_lines()
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id: 399
unit: def encode_header()
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id: 400
unit: def decode_header()
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id: 401
unit: def decode_list()
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id: 402
unit: def rename_columns()
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id: 403
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id: 404
unit: def cast_table_to_features()
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id: 407
unit: def update_version_in_file()
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id: 408
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id: 409
unit: def read_batch_formatted_as_numpy()
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id: 410
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unit: def shuffle_data_sources()
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id: 423
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id: 424
unit: def deprecate()
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id: 426
unit: def flatten()
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id: 427
unit: def write_to_directory()
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id: 428
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id: 429
unit: def search()
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id: 430
unit: def search()
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id: 431
unit: def save()
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id: 432
unit: def load_elasticsearch_index()
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id: 433
unit: def align_labels_with_mapping()
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unit: def filter()
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id: 435
unit: def _save_info()
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id: 436
unit: def _download_and_prepare()
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id: 437
unit: def get_formatter()
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id: 438
unit: def format_row()
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id: 439
unit: def key_to_query_type()
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id: 440
unit: def flatten()
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id: 441
unit: def _is_zero_copy_only()
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id: 442
unit: def __init__()
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id: 443
unit: def encode_batch()
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id: 444
unit: def hf_video_reader()
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id: 445
unit: def image_to_bytes()
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unit: def get_dataset_infos()
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id: 447
unit: def _is_unrequested_hidden_file_or_is_inside_unrequested_hidden_dir()
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id: 448
unit: def close()
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id: 449
unit: def _build_metadata()
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id: 450
unit: def write_row()
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id: 451
unit: def parallel_map()
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id: 452
unit: def _pct_to_abs_pct1()
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id: 453
unit: def _cast_table()
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id: 454
unit: def _cast_table()
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id: 455
unit: def write_chunk()
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id: 456
unit: def inject_arrow_table_documentation()
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id: 457
unit: def __setstate__()
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id: 458
unit: def _concat_blocks_horizontally_and_vertically()
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id: 459
unit: def _download_single()
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id: 460
unit: def _open()
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id: 461
unit: def read_formatted_as_numpy()
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id: 462
unit: def read_batch_unformated()
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id: 463
unit: def read_col_formatted_as_numpy()
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id: 464
unit: def _get_indices_iterator()
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unit: def _init_state_dict()
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id: 473
unit: def shuffle_data_sources()
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id: 474
unit: def shard_data_sources()
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id: 475
unit: def to_dict()
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id: 476
unit: def _interleave_iterable_datasets()
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id: 477
unit: def __init__()
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id: 478
unit: def format_kwargs_for_fingerprint()
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id: 479
unit: def fingerprint_transform()
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id: 480
unit: def get_authentication_headers_for_url()
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id: 482
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id: 485
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id: 486
unit: def xnumpy_load()
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id: 487
unit: def xpyarrow_parquet_read_table()
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id: 488
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id: 489
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id: 491
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id: 492
unit: def temporary_assignment()
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id: 493
unit: def _save_transformersPreTrainedTokenizerBase()
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id: 494
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id: 503
unit: def search_batch()
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id: 505
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id: 506
unit: def search_batch()
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id: 507
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id: 510
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id: 514
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id: 518
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unit: def _rename_shard()
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id: 520
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id: 521
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id: 522
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unit: def hash_bytes()
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unit: def xrelpath()
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unit: def xsio_loadmat()
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unit: def xxml_dom_minidom_parse()
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id: 580
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unit: def unique_values()
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unit: def _save_regexPattern()
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id: 585
unit: def _save_tiktokenEncoding()
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unit: def _validate_operand()
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unit: def minimal_tf_collate_fn_with_renaming()
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id: 656
unit: def __init__()
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id: 657
unit: def get_version()
file: utils/release.py
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id: 658
unit: def shard_data_sources()
file: src/datasets/iterable_dataset.py
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number of parameters: 4

id: 659
unit: def shard_data_sources()
file: src/datasets/iterable_dataset.py
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id: 660
unit: def __init__()
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unit: def __init__()
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unit: def __init__()
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id: 663
unit: def _iter()
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id: 664
unit: def __init__()
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unit: def __iter__()
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unit: def shard_data_sources()
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id: 667
unit: def _maybe_add_torch_iterable_dataset_parent_class()
file: src/datasets/iterable_dataset.py
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unit: def from_generator()
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id: 669
unit: def from_spark()
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id: 670
unit: def from_file()
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id: 671
unit: def shard()
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id: 672
unit: def _concatenate_iterable_datasets()
file: src/datasets/iterable_dataset.py
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size: 5 LOC
McCabe index: 1
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id: 673
unit: def get_temporary_cache_files_directory()
file: src/datasets/fingerprint.py
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size: 5 LOC
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number of parameters: 0

id: 674
unit: def update()
file: src/datasets/fingerprint.py
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size: 5 LOC
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id: 675
unit: def format_transform_for_fingerprint()
file: src/datasets/fingerprint.py
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size: 5 LOC
McCabe index: 2
number of parameters: 2

id: 676
unit: def url_or_path_join()
file: src/datasets/utils/file_utils.py
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size: 5 LOC
McCabe index: 3
number of parameters: 2

id: 677
unit: def url_or_path_parent()
file: src/datasets/utils/file_utils.py
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number of parameters: 1

id: 678
unit: def _raise_if_offline_mode_is_enabled()
file: src/datasets/utils/file_utils.py
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size: 5 LOC
McCabe index: 3
number of parameters: 1

id: 679
unit: def add_start_docstrings()
file: src/datasets/utils/file_utils.py
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number of parameters: 1

id: 680
unit: def add_end_docstrings()
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number of parameters: 1

id: 681
unit: def _get_path_extension()
file: src/datasets/utils/file_utils.py
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size: 5 LOC
McCabe index: 2
number of parameters: 1

id: 682
unit: def with_suffix()
file: src/datasets/utils/file_utils.py
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McCabe index: 2
number of parameters: 2

id: 683
unit: def __init__()
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McCabe index: 2
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id: 684
unit: def extract()
file: src/datasets/utils/extract.py
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McCabe index: 1
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id: 685
unit: def extract()
file: src/datasets/utils/extract.py
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id: 686
unit: def _read_magic_number()
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McCabe index: 2
number of parameters: 3

id: 687
unit: def extract()
file: src/datasets/utils/extract.py
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McCabe index: 1
number of parameters: 0

id: 688
unit: def is_small_dataset()
file: src/datasets/utils/info_utils.py
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McCabe index: 3
number of parameters: 1

id: 689
unit: def check_auth()
file: src/datasets/utils/hub.py
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size: 5 LOC
McCabe index: 1
number of parameters: 3

id: 690
unit: def __repr__()
file: src/datasets/utils/track.py
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McCabe index: 3
number of parameters: 1

id: 691
unit: def __iter__()
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McCabe index: 2
number of parameters: 1

id: 692
unit: def __repr__()
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id: 693
unit: def __init__()
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McCabe index: 1
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id: 694
unit: def __iter__()
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id: 695
unit: def __repr__()
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id: 696
unit: def __getattribute__()
file: src/datasets/utils/deprecation_utils.py
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McCabe index: 3
number of parameters: 2

id: 697
unit: def __getitem__()
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size: 5 LOC
McCabe index: 2
number of parameters: 2

id: 698
unit: def __call__()
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number of parameters: 8

id: 699
unit: def __new__()
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number of parameters: 2

id: 700
unit: def first_non_null_value()
file: src/datasets/utils/py_utils.py
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McCabe index: 3
number of parameters: 1

id: 701
unit: def first_non_null_non_empty_value()
file: src/datasets/utils/py_utils.py
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McCabe index: 5
number of parameters: 1

id: 702
unit: def iflatmap_unordered()
file: src/datasets/utils/py_utils.py
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McCabe index: 1
number of parameters: 0

id: 703
unit: def is_documented_by()
file: src/datasets/utils/doc_utils.py
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McCabe index: 1
number of parameters: 1

id: 704
unit: def pklregister()
file: src/datasets/utils/_dill.py
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McCabe index: 1
number of parameters: 1

id: 705
unit: def _str_to_version_tuple()
file: src/datasets/utils/version.py
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McCabe index: 3
number of parameters: 1

id: 706
unit: def scan_random_index()
file: src/datasets/utils/tf_utils.py
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size: 5 LOC
McCabe index: 2
number of parameters: 2

id: 707
unit: def _from_exported_parquet_files_and_dataset_infos()
file: src/datasets/utils/metadata.py
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size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 708
unit: def load()
file: src/datasets/search.py
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number of parameters: 0

id: 709
unit: def _check_index_is_initialized()
file: src/datasets/search.py
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McCabe index: 2
number of parameters: 2

id: 710
unit: def __add__()
file: src/datasets/splits.py
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McCabe index: 2
number of parameters: 2

id: 711
unit: def add()
file: src/datasets/splits.py
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size: 5 LOC
McCabe index: 2
number of parameters: 2

id: 712
unit: def class_encode_column()
file: src/datasets/dataset_dict.py
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McCabe index: 2
number of parameters: 3

id: 713
unit: def set_transform()
file: src/datasets/dataset_dict.py
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McCabe index: 1
number of parameters: 0

id: 714
unit: def with_transform()
file: src/datasets/dataset_dict.py
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McCabe index: 1
number of parameters: 0

id: 715
unit: def shuffle()
file: src/datasets/dataset_dict.py
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McCabe index: 1
number of parameters: 0

id: 716
unit: def get_format_type_from_alias()
file: src/datasets/formatting/__init__.py
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McCabe index: 2
number of parameters: 1

id: 717
unit: def __init__()
file: src/datasets/formatting/formatting.py
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McCabe index: 1
number of parameters: 3

id: 718
unit: def delete_from_hub()
file: src/datasets/hub.py
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size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 719
unit: def concatenate_datasets()
file: src/datasets/combine.py
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size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 720
unit: def pdf_to_bytes()
file: src/datasets/features/pdf.py
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McCabe index: 2
number of parameters: 1

id: 721
unit: def encode_pdfplumber_pdf()
file: src/datasets/features/pdf.py
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McCabe index: 6
number of parameters: 1

id: 722
unit: def _generate_dtype()
file: src/datasets/features/features.py
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McCabe index: 2
number of parameters: 2

id: 723
unit: def __repr__()
file: src/datasets/features/features.py
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McCabe index: 2
number of parameters: 1

id: 724
unit: def __repr__()
file: src/datasets/features/features.py
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McCabe index: 2
number of parameters: 1

id: 725
unit: def any_np_array_to_pyarrow_listarray()
file: src/datasets/features/features.py
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size: 5 LOC
McCabe index: 4
number of parameters: 3

id: 726
unit: def to_pyarrow_listarray()
file: src/datasets/features/features.py
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McCabe index: 2
number of parameters: 2

id: 727
unit: def encode_pil_image()
file: src/datasets/features/image.py
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McCabe index: 3
number of parameters: 1

id: 728
unit: def resolve_pattern()
file: src/datasets/data_files.py
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McCabe index: 1
number of parameters: 0

id: 729
unit: def filter_extensions()
file: src/datasets/data_files.py
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McCabe index: 2
number of parameters: 2

id: 730
unit: def write()
file: src/datasets/arrow_writer.py
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McCabe index: 1
number of parameters: 0

id: 731
unit: def write_batch()
file: src/datasets/arrow_writer.py
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McCabe index: 1
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id: 732
unit: def __init__()
file: src/datasets/keyhash.py
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McCabe index: 1
number of parameters: 2

id: 733
unit: def hash()
file: src/datasets/keyhash.py
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McCabe index: 1
number of parameters: 4

id: 734
unit: def read_files()
file: src/datasets/arrow_reader.py
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McCabe index: 1
number of parameters: 0

id: 735
unit: def _generate_tables()
file: src/datasets/packaged_modules/pandas/pandas.py
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McCabe index: 2
number of parameters: 2

id: 736
unit: def base_plus_ext()
file: src/datasets/packaged_modules/webdataset/webdataset.py
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size: 5 LOC
McCabe index: 2
number of parameters: 1

id: 737
unit: def save()
file: src/datasets/packaged_modules/webdataset/_tenbin.py
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McCabe index: 3
number of parameters: 4

id: 738
unit: def load()
file: src/datasets/packaged_modules/webdataset/_tenbin.py
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McCabe index: 3
number of parameters: 3

id: 739
unit: def _prepare_split_single()
file: src/datasets/packaged_modules/spark/spark.py
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size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 740
unit: def ujson_dumps()
file: src/datasets/packaged_modules/json/json.py
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size: 5 LOC
McCabe index: 2
number of parameters: 2

id: 741
unit: def ujson_loads()
file: src/datasets/packaged_modules/json/json.py
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McCabe index: 2
number of parameters: 2

id: 742
unit: def _in_memory_arrow_table_from_file()
file: src/datasets/table.py
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McCabe index: 1
number of parameters: 1

id: 743
unit: def _in_memory_arrow_table_from_buffer()
file: src/datasets/table.py
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McCabe index: 1
number of parameters: 1

id: 744
unit: def concat_tables()
file: src/datasets/table.py
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McCabe index: 2
number of parameters: 2

id: 745
unit: def _short_str()
file: src/datasets/table.py
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McCabe index: 2
number of parameters: 1

id: 746
unit: def split_dataset_by_node()
file: src/datasets/distributed.py
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McCabe index: 2
number of parameters: 3

id: 747
unit: def iter_archive()
file: src/datasets/download/download_manager.py
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McCabe index: 2
number of parameters: 3

id: 748
unit: def _download_single()
file: src/datasets/download/streaming_download_manager.py
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size: 5 LOC
McCabe index: 2
number of parameters: 2

id: 749
unit: def iter_archive()
file: src/datasets/download/streaming_download_manager.py
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size: 5 LOC
McCabe index: 2
number of parameters: 3

id: 750
unit: def rename()
file: src/datasets/filesystems/__init__.py
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size: 5 LOC
McCabe index: 2
number of parameters: 3

id: 751
unit: def configure_builder_class()
file: src/datasets/load.py
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McCabe index: 1
number of parameters: 0

id: 752
unit: def __init__()
file: src/datasets/load.py
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McCabe index: 1
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id: 753
unit: def read_formatted()
file: benchmarks/benchmark_iterating.py
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McCabe index: 2
number of parameters: 3

id: 754
unit: def read_formatted_batch()
file: benchmarks/benchmark_iterating.py
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McCabe index: 2
number of parameters: 4

id: 755
unit: def generate_100B_dataset()
file: benchmarks/benchmark_getitem_100B.py
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McCabe index: 1
number of parameters: 2

id: 756
unit: def add_column_fn()
file: src/datasets/iterable_dataset.py
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size: 4 LOC
McCabe index: 2
number of parameters: 4

id: 757
unit: def _examples_to_batch()
file: src/datasets/iterable_dataset.py
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McCabe index: 5
number of parameters: 2

id: 758
unit: def _batch_to_examples()
file: src/datasets/iterable_dataset.py
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McCabe index: 4
number of parameters: 2

id: 759
unit: def _convert_to_arrow()
file: src/datasets/iterable_dataset.py
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size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 760
unit: def state_dict()
file: src/datasets/iterable_dataset.py
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McCabe index: 2
number of parameters: 1

id: 761
unit: def __init__()
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McCabe index: 1
number of parameters: 5

id: 762
unit: def __init__()
file: src/datasets/iterable_dataset.py
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McCabe index: 1
number of parameters: 5

id: 763
unit: def shuffle_data_sources()
file: src/datasets/iterable_dataset.py
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size: 4 LOC
McCabe index: 1
number of parameters: 2

id: 764
unit: def __init__()
file: src/datasets/iterable_dataset.py
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McCabe index: 1
number of parameters: 3

id: 765
unit: def _iter_arrow()
file: src/datasets/iterable_dataset.py
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size: 4 LOC
McCabe index: 3
number of parameters: 1

id: 766
unit: def shard_data_sources()
file: src/datasets/iterable_dataset.py
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size: 4 LOC
McCabe index: 1
number of parameters: 4

id: 767
unit: def shuffle_data_sources()
file: src/datasets/iterable_dataset.py
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size: 4 LOC
McCabe index: 1
number of parameters: 2

id: 768
unit: def __init__()
file: src/datasets/iterable_dataset.py
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McCabe index: 1
number of parameters: 0

id: 769
unit: def _add_mask()
file: src/datasets/iterable_dataset.py
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size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 770
unit: def _iter_arrow()
file: src/datasets/iterable_dataset.py
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McCabe index: 2
number of parameters: 2

id: 771
unit: def _init_state_dict()
file: src/datasets/iterable_dataset.py
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size: 4 LOC
McCabe index: 1
number of parameters: 1

id: 772
unit: def shuffle_data_sources()
file: src/datasets/iterable_dataset.py
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size: 4 LOC
McCabe index: 1
number of parameters: 2

id: 773
unit: def __init__()
file: src/datasets/iterable_dataset.py
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McCabe index: 1
number of parameters: 0

id: 774
unit: def __setstate__()
file: src/datasets/iterable_dataset.py
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size: 4 LOC
McCabe index: 1
number of parameters: 2

id: 775
unit: def num_shards()
file: src/datasets/iterable_dataset.py
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size: 4 LOC
McCabe index: 3
number of parameters: 1

id: 776
unit: def cached_path()
file: src/datasets/utils/file_utils.py
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McCabe index: 1
number of parameters: 0

id: 777
unit: def fsspec_head()
file: src/datasets/utils/file_utils.py
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McCabe index: 2
number of parameters: 2

id: 778
unit: def _get_output_path()
file: src/datasets/utils/extract.py
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McCabe index: 2
number of parameters: 2

id: 779
unit: def _do_extract()
file: src/datasets/utils/extract.py
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McCabe index: 4
number of parameters: 3

id: 780
unit: def extract()
file: src/datasets/utils/extract.py
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McCabe index: 1
number of parameters: 4

id: 781
unit: def extract()
file: src/datasets/utils/extract.py
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McCabe index: 1
number of parameters: 4

id: 782
unit: def extract()
file: src/datasets/utils/extract.py
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McCabe index: 1
number of parameters: 4

id: 783
unit: def no_op_if_value_is_null()
file: src/datasets/utils/py_utils.py
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unit: def update()
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id: 786
unit: def copyfunc()
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id: 787
unit: def _write_generator_to_queue()
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McCabe index: 2
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id: 788
unit: def dumps()
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id: 789
unit: def __init__()
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id: 790
unit: def _configure_library_root_logger()
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id: 791
unit: def get_logger()
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McCabe index: 2
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id: 792
unit: def is_numeric_pa_type()
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McCabe index: 4
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id: 793
unit: def construct_mapping()
file: src/datasets/utils/metadata.py
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McCabe index: 1
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id: 794
unit: def __eq__()
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unit: def __repr__()
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unit: def rename_columns()
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id: 807
unit: def cast_column()
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id: 808
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id: 809
unit: def create_config_id()
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id: 810
unit: def _resolve_data_files()
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id: 811
unit: def as_streaming_dataset()
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id: 812
unit: def _register_formatter()
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id: 813
unit: def format_row()
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McCabe index: 1
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id: 814
unit: def __init__()
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id: 815
unit: def format_row()
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McCabe index: 1
number of parameters: 2

id: 816
unit: def __init__()
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McCabe index: 1
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id: 817
unit: def format_row()
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McCabe index: 1
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id: 818
unit: def format_row()
file: src/datasets/formatting/jax_formatter.py
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McCabe index: 1
number of parameters: 2

id: 819
unit: def _raise_bad_key_type()
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McCabe index: 1
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id: 820
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McCabe index: 2
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id: 821
unit: def __delitem__()
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McCabe index: 2
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id: 822
unit: def _format_all()
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McCabe index: 2
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id: 823
unit: def __init__()
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id: 824
unit: def format_column()
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id: 825
unit: def format_row()
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McCabe index: 1
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id: 826
unit: def format_column()
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McCabe index: 1
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id: 827
unit: def format_batch()
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McCabe index: 1
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id: 828
unit: def format_batch()
file: src/datasets/formatting/formatting.py
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McCabe index: 1
number of parameters: 2

id: 829
unit: def query_table()
file: src/datasets/formatting/formatting.py
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McCabe index: 1
number of parameters: 0

id: 830
unit: def format_row()
file: src/datasets/formatting/polars_formatter.py
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McCabe index: 1
number of parameters: 2

id: 831
unit: def format_column()
file: src/datasets/formatting/polars_formatter.py
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McCabe index: 1
number of parameters: 2

id: 832
unit: def format_batch()
file: src/datasets/formatting/polars_formatter.py
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McCabe index: 1
number of parameters: 2

id: 833
unit: def cast_to_python_objects()
file: src/datasets/features/features.py
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size: 4 LOC
McCabe index: 1
number of parameters: 3

id: 834
unit: def __getitem__()
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McCabe index: 2
number of parameters: 4

id: 835
unit: def __eq__()
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McCabe index: 2
number of parameters: 2

id: 836
unit: def decode_example()
file: src/datasets/features/video.py
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McCabe index: 1
number of parameters: 0

id: 837
unit: def _is_inside_unrequested_special_dir()
file: src/datasets/data_files.py
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McCabe index: 7
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id: 838
unit: def _get_origin_metadata()
file: src/datasets/data_files.py
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McCabe index: 1
number of parameters: 0

id: 839
unit: def __init__()
file: src/datasets/data_files.py
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McCabe index: 1
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id: 840
unit: def resolve()
file: src/datasets/data_files.py
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McCabe index: 1
number of parameters: 0

id: 841
unit: def filter_extensions()
file: src/datasets/data_files.py
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McCabe index: 2
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id: 842
unit: def resolve()
file: src/datasets/data_files.py
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McCabe index: 1
number of parameters: 0

id: 843
unit: def get_inferred_type()
file: src/datasets/arrow_writer.py
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McCabe index: 2
number of parameters: 1

id: 844
unit: def camelcase_to_snakecase()
file: src/datasets/naming.py
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McCabe index: 1
number of parameters: 1

id: 845
unit: def snakecase_to_camelcase()
file: src/datasets/naming.py
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McCabe index: 4
number of parameters: 1

id: 846
unit: def filename_prefix_for_name()
file: src/datasets/naming.py
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McCabe index: 2
number of parameters: 1

id: 847
unit: def __init__()
file: src/datasets/arrow_reader.py
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McCabe index: 1
number of parameters: 3

id: 848
unit: def _read_instruction_from_relative_instructions()
file: src/datasets/arrow_reader.py
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size: 4 LOC
McCabe index: 2
number of parameters: 2

id: 849
unit: def _cast_table()
file: src/datasets/packaged_modules/arrow/arrow.py
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McCabe index: 4
number of parameters: 2

id: 850
unit: def create_config_id()
file: src/datasets/packaged_modules/sql/sql.py
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McCabe index: 1
number of parameters: 0

id: 851
unit: def _cast_table()
file: src/datasets/packaged_modules/pandas/pandas.py
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McCabe index: 4
number of parameters: 2

id: 852
unit: def npy_loads()
file: src/datasets/packaged_modules/webdataset/webdataset.py
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McCabe index: 1
number of parameters: 1

id: 853
unit: def str64()
file: src/datasets/packaged_modules/webdataset/_tenbin.py
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McCabe index: 1
number of parameters: 1

id: 854
unit: def encode_buffer()
file: src/datasets/packaged_modules/webdataset/_tenbin.py
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McCabe index: 2
number of parameters: 2

id: 855
unit: def _generate_iterable_examples()
file: src/datasets/packaged_modules/spark/spark.py
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McCabe index: 1
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id: 856
unit: def __init__()
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number of parameters: 0

id: 857
unit: def shuffle_data_sources()
file: src/datasets/packaged_modules/spark/spark.py
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McCabe index: 1
number of parameters: 2

id: 858
unit: def _rename_shard()
file: src/datasets/packaged_modules/spark/spark.py
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number of parameters: 0

id: 859
unit: def pandas_read_json()
file: src/datasets/packaged_modules/json/json.py
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number of parameters: 2

id: 860
unit: def _cast_table()
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McCabe index: 4
number of parameters: 2

id: 861
unit: def read_schema_from_file()
file: src/datasets/table.py
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McCabe index: 1
number of parameters: 1

id: 862
unit: def _memory_mapped_arrow_table_from_file()
file: src/datasets/table.py
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McCabe index: 1
number of parameters: 1

id: 863
unit: def __deepcopy__()
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McCabe index: 2
number of parameters: 2

id: 864
unit: def equals()
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id: 865
unit: def __init__()
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id: 866
unit: def from_file()
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id: 867
unit: def _append_replay()
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id: 868
unit: def slice()
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id: 869
unit: def filter()
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id: 870
unit: def flatten()
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id: 871
unit: def combine_chunks()
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number of parameters: 3

id: 872
unit: def cast()
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id: 873
unit: def replace_schema_metadata()
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McCabe index: 1
number of parameters: 3

id: 874
unit: def add_column()
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McCabe index: 1
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id: 875
unit: def append_column()
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McCabe index: 1
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id: 876
unit: def remove_column()
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McCabe index: 1
number of parameters: 3

id: 877
unit: def set_column()
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McCabe index: 1
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id: 878
unit: def rename_columns()
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McCabe index: 1
number of parameters: 3

id: 879
unit: def drop()
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McCabe index: 1
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id: 880
unit: def select()
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id: 881
unit: def __init__()
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id: 882
unit: def __reduce__()
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McCabe index: 2
number of parameters: 1

id: 883
unit: def _download_batched()
file: src/datasets/download/download_manager.py
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number of parameters: 0

id: 884
unit: def _get_dirs()
file: src/datasets/filesystems/compression.py
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number of parameters: 1

id: 885
unit: def __init__()
file: src/datasets/load.py
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McCabe index: 1
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id: 886
unit: def global_version_update()
file: utils/release.py
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id: 887
unit: def shard()
file: benchmarks/benchmark_indices_mapping.py
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McCabe index: 2
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id: 888
unit: def read()
file: benchmarks/benchmark_iterating.py
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id: 889
unit: def read_batch()
file: benchmarks/benchmark_iterating.py
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McCabe index: 2
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id: 890
unit: def __post_init__()
file: benchmarks/benchmark_getitem_100B.py
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id: 891
unit: def _init_state_dict()
file: src/datasets/iterable_dataset.py
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id: 892
unit: def _init_state_dict()
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id: 894
unit: def _init_state_dict()
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id: 895
unit: def iter_arrow()
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McCabe index: 2
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id: 896
unit: def _init_state_dict()
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id: 897
unit: def __iter__()
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McCabe index: 3
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id: 898
unit: def _init_state_dict()
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id: 899
unit: def shuffle_data_sources()
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McCabe index: 2
number of parameters: 2

id: 900
unit: def __init__()
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McCabe index: 1
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id: 901
unit: def iter_arrow()
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McCabe index: 3
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McCabe index: 1
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id: 903
unit: def iter_arrow()
file: src/datasets/iterable_dataset.py
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McCabe index: 3
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id: 904
unit: def add_mask()
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McCabe index: 1
number of parameters: 6

id: 905
unit: def _iter_random_indices()
file: src/datasets/iterable_dataset.py
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McCabe index: 3
number of parameters: 3

id: 906
unit: def iter_arrow()
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McCabe index: 4
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id: 907
unit: def _init_state_dict()
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McCabe index: 1
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unit: def __init__()
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McCabe index: 1
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id: 909
unit: def __iter__()
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McCabe index: 2
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id: 910
unit: def with_format()
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McCabe index: 1
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id: 911
unit: def cast()
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McCabe index: 1
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id: 912
unit: def to_list()
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McCabe index: 1
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id: 913
unit: def __init__()
file: src/datasets/fingerprint.py
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McCabe index: 1
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id: 914
unit: def cleanup()
file: src/datasets/fingerprint.py
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end line: 0
size: 3 LOC
McCabe index: 2
number of parameters: 1

id: 915
unit: def enable_caching()
file: src/datasets/fingerprint.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 0

id: 916
unit: def disable_caching()
file: src/datasets/fingerprint.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 0

id: 917
unit: def is_caching_enabled()
file: src/datasets/fingerprint.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 0

id: 918
unit: def relative_to_absolute_path()
file: src/datasets/utils/file_utils.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 2
number of parameters: 1

id: 919
unit: def read_magic_number()
file: src/datasets/utils/extract.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 3

id: 920
unit: def set_origin()
file: src/datasets/utils/track.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 2
number of parameters: 2

id: 921
unit: def __init__()
file: src/datasets/utils/track.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 3

id: 922
unit: def zip_dict()
file: src/datasets/utils/py_utils.py
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end line: 0
size: 3 LOC
McCabe index: 4
number of parameters: 1

id: 923
unit: def memoize()
file: src/datasets/utils/_dill.py
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end line: 0
size: 3 LOC
McCabe index: 2
number of parameters: 2

id: 924
unit: def __lt__()
file: src/datasets/utils/version.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 925
unit: def from_dict()
file: src/datasets/utils/version.py
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end line: 0
size: 3 LOC
McCabe index: 4
number of parameters: 2

id: 926
unit: def are_progress_bars_disabled()
file: src/datasets/utils/tqdm.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 0

id: 927
unit: def _reset_library_root_logger()
file: src/datasets/utils/logging.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 0

id: 928
unit: def __exit__()
file: src/datasets/utils/patching.py
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end line: 0
size: 3 LOC
McCabe index: 2
number of parameters: 2

id: 929
unit: def start()
file: src/datasets/utils/patching.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 930
unit: def __init__()
file: src/datasets/utils/tf_utils.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 931
unit: def get_array()
file: src/datasets/utils/tf_utils.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 5

id: 932
unit: def __post_init__()
file: src/datasets/info.py
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end line: 0
size: 3 LOC
McCabe index: 3
number of parameters: 1

id: 933
unit: def from_dict()
file: src/datasets/info.py
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end line: 0
size: 3 LOC
McCabe index: 4
number of parameters: 2

id: 934
unit: def from_dict()
file: src/datasets/info.py
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end line: 0
size: 3 LOC
McCabe index: 4
number of parameters: 2

id: 935
unit: def get_index()
file: src/datasets/search.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 936
unit: def search()
file: src/datasets/search.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 6

id: 937
unit: def __init__()
file: src/datasets/splits.py
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size: 3 LOC
McCabe index: 1
number of parameters: 3

id: 938
unit: def __init__()
file: src/datasets/splits.py
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size: 3 LOC
McCabe index: 1
number of parameters: 3

id: 939
unit: def get_read_instruction()
file: src/datasets/splits.py
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end line: 0
size: 3 LOC
McCabe index: 2
number of parameters: 2

id: 940
unit: def __init__()
file: src/datasets/splits.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 4

id: 941
unit: def data()
file: src/datasets/dataset_dict.py
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end line: 0
size: 3 LOC
McCabe index: 2
number of parameters: 1

id: 942
unit: def cache_files()
file: src/datasets/dataset_dict.py
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end line: 0
size: 3 LOC
McCabe index: 2
number of parameters: 1

id: 943
unit: def num_columns()
file: src/datasets/dataset_dict.py
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end line: 0
size: 3 LOC
McCabe index: 2
number of parameters: 1

id: 944
unit: def num_rows()
file: src/datasets/dataset_dict.py
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end line: 0
size: 3 LOC
McCabe index: 2
number of parameters: 1

id: 945
unit: def column_names()
file: src/datasets/dataset_dict.py
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end line: 0
size: 3 LOC
McCabe index: 2
number of parameters: 1

id: 946
unit: def shape()
file: src/datasets/dataset_dict.py
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end line: 0
size: 3 LOC
McCabe index: 2
number of parameters: 1

id: 947
unit: def flatten()
file: src/datasets/dataset_dict.py
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end line: 0
size: 3 LOC
McCabe index: 2
number of parameters: 2

id: 948
unit: def unique()
file: src/datasets/dataset_dict.py
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end line: 0
size: 3 LOC
McCabe index: 2
number of parameters: 2

id: 949
unit: def cleanup_cache_files()
file: src/datasets/dataset_dict.py
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end line: 0
size: 3 LOC
McCabe index: 2
number of parameters: 1

id: 950
unit: def cast()
file: src/datasets/dataset_dict.py
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end line: 0
size: 3 LOC
McCabe index: 2
number of parameters: 2

id: 951
unit: def cast_column()
file: src/datasets/dataset_dict.py
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end line: 0
size: 3 LOC
McCabe index: 2
number of parameters: 3

id: 952
unit: def remove_columns()
file: src/datasets/dataset_dict.py
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end line: 0
size: 3 LOC
McCabe index: 2
number of parameters: 3

id: 953
unit: def rename_columns()
file: src/datasets/dataset_dict.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 2
number of parameters: 3

id: 954
unit: def select_columns()
file: src/datasets/dataset_dict.py
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end line: 0
size: 3 LOC
McCabe index: 2
number of parameters: 3

id: 955
unit: def num_columns()
file: src/datasets/dataset_dict.py
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end line: 0
size: 3 LOC
McCabe index: 2
number of parameters: 1

id: 956
unit: def column_names()
file: src/datasets/dataset_dict.py
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end line: 0
size: 3 LOC
McCabe index: 2
number of parameters: 1

id: 957
unit: def with_format()
file: src/datasets/dataset_dict.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 0

id: 958
unit: def cast()
file: src/datasets/dataset_dict.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 0

id: 959
unit: def register_subcommand()
file: src/datasets/commands/env.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 960
unit: def __setstate__()
file: src/datasets/builder.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 961
unit: def _make_split_generators_kwargs()
file: src/datasets/builder.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 962
unit: def _as_streaming_dataset_single()
file: src/datasets/builder.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 0

id: 963
unit: def __init__()
file: src/datasets/formatting/np_formatter.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 4

id: 964
unit: def _map_devices_to_str()
file: src/datasets/formatting/jax_formatter.py
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end line: 0
size: 3 LOC
McCabe index: 2
number of parameters: 0

id: 965
unit: def __repr__()
file: src/datasets/formatting/formatting.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 966
unit: def copy()
file: src/datasets/formatting/formatting.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 967
unit: def __init__()
file: src/datasets/formatting/formatting.py
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size: 3 LOC
McCabe index: 1
number of parameters: 4

id: 968
unit: def __init__()
file: src/datasets/formatting/formatting.py
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size: 3 LOC
McCabe index: 1
number of parameters: 6

id: 969
unit: def _check_valid_column_key()
file: src/datasets/formatting/formatting.py
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end line: 0
size: 3 LOC
McCabe index: 2
number of parameters: 2

id: 970
unit: def __init__()
file: src/datasets/formatting/polars_formatter.py
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size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 971
unit: def __call__()
file: src/datasets/features/features.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 972
unit: def __arrow_ext_deserialize__()
file: src/datasets/features/features.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 3

id: 973
unit: def __array__()
file: src/datasets/features/features.py
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size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 974
unit: def __init__()
file: src/datasets/features/features.py
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size: 3 LOC
McCabe index: 2
number of parameters: 3

id: 975
unit: def pandas_types_mapper()
file: src/datasets/features/features.py
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end line: 0
size: 3 LOC
McCabe index: 2
number of parameters: 1

id: 976
unit: def _load_names_from_file()
file: src/datasets/features/features.py
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end line: 0
size: 3 LOC
McCabe index: 3
number of parameters: 1

id: 977
unit: def register_feature()
file: src/datasets/features/features.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 0

id: 978
unit: def arrow_schema()
file: src/datasets/features/features.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 979
unit: def from_dict()
file: src/datasets/features/features.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 980
unit: def encode_example()
file: src/datasets/features/features.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 981
unit: def encode_column()
file: src/datasets/features/features.py
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end line: 0
size: 3 LOC
McCabe index: 2
number of parameters: 3

id: 982
unit: def flatten()
file: src/datasets/features/translation.py
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end line: 0
size: 3 LOC
McCabe index: 2
number of parameters: 1

id: 983
unit: def __post_init__()
file: src/datasets/features/translation.py
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end line: 0
size: 3 LOC
McCabe index: 3
number of parameters: 1

id: 984
unit: def _get_single_origin_metadata()
file: src/datasets/data_files.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 0

id: 985
unit: def __init__()
file: src/datasets/data_files.py
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size: 3 LOC
McCabe index: 1
number of parameters: 3

id: 986
unit: def __init__()
file: src/datasets/arrow_reader.py
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size: 3 LOC
McCabe index: 1
number of parameters: 3

id: 987
unit: def read_table()
file: src/datasets/arrow_reader.py
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size: 3 LOC
McCabe index: 2
number of parameters: 2

id: 988
unit: def __init__()
file: src/datasets/arrow_reader.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 3

id: 989
unit: def tenbin_loads()
file: src/datasets/packaged_modules/webdataset/webdataset.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 990
unit: def msgpack_loads()
file: src/datasets/packaged_modules/webdataset/webdataset.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 991
unit: def cbor_loads()
file: src/datasets/packaged_modules/webdataset/webdataset.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 992
unit: def torch_loads()
file: src/datasets/packaged_modules/webdataset/webdataset.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 993
unit: def unstr64()
file: src/datasets/packaged_modules/webdataset/_tenbin.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 994
unit: def write()
file: src/datasets/packaged_modules/webdataset/_tenbin.py
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size: 3 LOC
McCabe index: 2
number of parameters: 3

id: 995
unit: def _init_state_dict()
file: src/datasets/packaged_modules/spark/spark.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 996
unit: def shard_data_sources()
file: src/datasets/packaged_modules/spark/spark.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 4

id: 997
unit: def _get_examples_iterable_for_split()
file: src/datasets/packaged_modules/spark/spark.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 0

id: 998
unit: def _memory_mapped_record_batch_reader_from_file()
file: src/datasets/table.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 999
unit: def __init__()
file: src/datasets/table.py
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size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 1000
unit: def from_file()
file: src/datasets/table.py
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size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 1001
unit: def from_buffer()
file: src/datasets/table.py
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size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 1002
unit: def manage_extracted_files()
file: src/datasets/download/download_manager.py
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end line: 0
size: 3 LOC
McCabe index: 2
number of parameters: 1

id: 1003
unit: def download()
file: src/datasets/download/streaming_download_manager.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 1004
unit: def extract()
file: src/datasets/download/streaming_download_manager.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 1005
unit: def cat()
file: src/datasets/filesystems/compression.py
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end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 1006
unit: def sort_key()
file: src/datasets/load.py
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size: 3 LOC
McCabe index: 1
number of parameters: 3

id: 1007
unit: def select()
file: benchmarks/benchmark_indices_mapping.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1008
unit: def sort()
file: benchmarks/benchmark_indices_mapping.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1009
unit: def shuffle()
file: benchmarks/benchmark_indices_mapping.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1010
unit: def train_test_split()
file: benchmarks/benchmark_indices_mapping.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1011
unit: def map()
file: benchmarks/benchmark_map_filter.py
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size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 1012
unit: def filter()
file: benchmarks/benchmark_map_filter.py
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size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 1013
unit: def __iter__()
file: benchmarks/benchmark_getitem_100B.py
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McCabe index: 1
number of parameters: 1

id: 1014
unit: def __len__()
file: benchmarks/benchmark_getitem_100B.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1015
unit: def get_first_row()
file: benchmarks/benchmark_getitem_100B.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1016
unit: def get_last_row()
file: benchmarks/benchmark_getitem_100B.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1017
unit: def get_batch_of_1024_rows()
file: benchmarks/benchmark_getitem_100B.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1018
unit: def get_batch_of_1024_random_rows()
file: benchmarks/benchmark_getitem_100B.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1019
unit: def identity_func()
file: src/datasets/iterable_dataset.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1020
unit: def __init__()
file: src/datasets/iterable_dataset.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1021
unit: def __iter__()
file: src/datasets/iterable_dataset.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1022
unit: def iter_arrow()
file: src/datasets/iterable_dataset.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1023
unit: def is_typed()
file: src/datasets/iterable_dataset.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1024
unit: def features()
file: src/datasets/iterable_dataset.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1025
unit: def shuffle_data_sources()
file: src/datasets/iterable_dataset.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 1026
unit: def shard_data_sources()
file: src/datasets/iterable_dataset.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 4

id: 1027
unit: def num_shards()
file: src/datasets/iterable_dataset.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1028
unit: def _init_state_dict()
file: src/datasets/iterable_dataset.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1029
unit: def shuffle_data_sources()
file: src/datasets/iterable_dataset.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 1030
unit: def num_shards()
file: src/datasets/iterable_dataset.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1031
unit: def __init__()
file: src/datasets/iterable_dataset.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1032
unit: def iter_arrow()
file: src/datasets/iterable_dataset.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1033
unit: def shuffle_data_sources()
file: src/datasets/iterable_dataset.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 1034
unit: def num_shards()
file: src/datasets/iterable_dataset.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1035
unit: def iter_arrow()
file: src/datasets/iterable_dataset.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1036
unit: def is_typed()
file: src/datasets/iterable_dataset.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1037
unit: def features()
file: src/datasets/iterable_dataset.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1038
unit: def __iter__()
file: src/datasets/iterable_dataset.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1039
unit: def num_shards()
file: src/datasets/iterable_dataset.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1040
unit: def is_typed()
file: src/datasets/iterable_dataset.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1041
unit: def features()
file: src/datasets/iterable_dataset.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1042
unit: def shuffle_data_sources()
file: src/datasets/iterable_dataset.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 1043
unit: def num_shards()
file: src/datasets/iterable_dataset.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1044
unit: def is_typed()
file: src/datasets/iterable_dataset.py
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end line: 0
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McCabe index: 1
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McCabe index: 1
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id: 1046
unit: def num_shards()
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id: 1047
unit: def is_typed()
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McCabe index: 1
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id: 1048
unit: def features()
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McCabe index: 1
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id: 1049
unit: def num_shards()
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McCabe index: 2
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id: 1050
unit: def shard_data_sources()
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McCabe index: 1
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id: 1051
unit: def is_typed()
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id: 1052
unit: def features()
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McCabe index: 1
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id: 1053
unit: def shuffle_data_sources()
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McCabe index: 1
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id: 1054
unit: def num_shards()
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id: 1055
unit: def shard_data_sources()
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McCabe index: 1
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id: 1056
unit: def is_typed()
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McCabe index: 1
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id: 1057
unit: def features()
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McCabe index: 1
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id: 1058
unit: def shuffle_data_sources()
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McCabe index: 1
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id: 1059
unit: def num_shards()
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McCabe index: 1
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id: 1060
unit: def shard_data_sources()
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McCabe index: 1
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id: 1061
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id: 1062
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id: 1063
unit: def shard_data_sources()
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id: 1064
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id: 1065
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McCabe index: 1
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id: 1066
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id: 1067
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id: 1068
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id: 1069
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id: 1070
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id: 1071
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id: 1072
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id: 1073
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id: 1074
unit: def shuffle_data_sources()
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McCabe index: 1
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id: 1075
unit: def num_shards()
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McCabe index: 1
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id: 1076
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id: 1077
unit: def features()
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id: 1078
unit: def num_shards()
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id: 1079
unit: def _apply_feature_types_on_example()
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McCabe index: 1
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id: 1080
unit: def _apply_feature_types_on_batch()
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McCabe index: 1
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id: 1081
unit: def is_table()
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McCabe index: 1
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id: 1082
unit: def is_tensor()
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McCabe index: 1
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id: 1083
unit: def is_typed()
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id: 1084
unit: def features()
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McCabe index: 1
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id: 1085
unit: def num_shards()
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McCabe index: 1
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id: 1086
unit: def __getitem__()
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McCabe index: 1
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id: 1087
unit: def num_columns()
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McCabe index: 2
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id: 1088
unit: def column_names()
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McCabe index: 2
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id: 1089
unit: def state_dict()
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McCabe index: 1
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id: 1090
unit: def load_state_dict()
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McCabe index: 1
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id: 1091
unit: def __repr__()
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id: 1092
unit: def __getstate__()
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id: 1093
unit: def _head()
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id: 1094
unit: def epoch()
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McCabe index: 1
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id: 1095
unit: def n_shards()
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id: 1096
unit: def _prepare_ex_iterable_for_iteration()
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id: 1097
unit: def __getitem__()
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id: 1098
unit: def shuffle()
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id: 1099
unit: def set_epoch()
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id: 1100
unit: def add_column()
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id: 1101
unit: def rename_column()
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id: 1102
unit: def to_pandas()
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id: 1103
unit: def read()
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id: 1104
unit: def read()
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id: 1105
unit: def get_datasets_with_cache_file_in_temp_dir()
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id: 1106
unit: def __init__()
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id: 1107
unit: def hash()
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id: 1108
unit: def hexdigest()
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id: 1109
unit: def generate_random_fingerprint()
file: src/datasets/fingerprint.py
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number of parameters: 1

id: 1110
unit: def get_exported_parquet_files()
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id: 1111
unit: def get_exported_dataset_infos()
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id: 1112
unit: def is_remote_url()
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id: 1113
unit: def is_local_path()
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id: 1114
unit: def is_relative_path()
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id: 1115
unit: def stack_multiprocessing_download_progress_bars()
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id: 1116
unit: def estimate_dataset_size()
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id: 1117
unit: def _prepare_path_and_storage_options()
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id: 1118
unit: def _prepare_single_hop_path_and_storage_options()
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id: 1119
unit: def exists()
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McCabe index: 1
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id: 1120
unit: def rglob()
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id: 1121
unit: def parent()
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id: 1122
unit: def name()
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id: 1123
unit: def stem()
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id: 1124
unit: def suffix()
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id: 1125
unit: def open()
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id: 1126
unit: def joinpath()
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id: 1127
unit: def __truediv__()
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id: 1128
unit: def _as_str()
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id: 1129
unit: def _iter_from_urlpath()
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id: 1130
unit: def from_buf()
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id: 1131
unit: def from_urlpath()
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id: 1132
unit: def _iter_from_urlpaths()
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id: 1133
unit: def from_urlpaths()
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id: 1134
unit: def is_extractable()
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id: 1135
unit: def get_origin()
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id: 1136
unit: def __reduce__()
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id: 1137
unit: def help_message()
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id: 1140
unit: def _get_pool_pid()
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id: 1141
unit: def dump()
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unit: def log()
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unit: def log()
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id: 1144
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unit: def _to_yaml_string()
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id: 1149
unit: def _version_tuple_to_str()
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id: 1150
unit: def is_progress_bar_enabled()
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id: 1151
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id: 1152
unit: def _get_library_root_logger()
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id: 1153
unit: def get_verbosity()
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id: 1154
unit: def set_verbosity()
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unit: def set_verbosity_info()
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id: 1156
unit: def set_verbosity_warning()
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id: 1157
unit: def set_verbosity_debug()
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unit: def set_verbosity_error()
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id: 1159
unit: def disable_propagation()
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id: 1160
unit: def enable_propagation()
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id: 1161
unit: def np_get_batch()
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id: 1162
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id: 1163
unit: def ensure_shapes()
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id: 1165
unit: def __call__()
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id: 1166
unit: def _dump_info()
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id: 1167
unit: def _dump_license()
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id: 1168
unit: def copy()
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id: 1169
unit: def search()
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id: 1170
unit: def save()
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id: 1171
unit: def load()
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id: 1203
unit: def remove_columns()
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id: 1204
unit: def select_columns()
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id: 1205
unit: def register_subcommand()
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id: 1206
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id: 1207
unit: def run()
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id: 1208
unit: def parse_unknown_args()
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id: 1209
unit: def info_command_factory()
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id: 1210
unit: def format_dict()
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id: 1211
unit: def __getstate__()
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id: 1212
unit: def manual_download_instructions()
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id: 1213
unit: def _create_builder_config()
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id: 1214
unit: def cache_dir()
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unit: def _info()
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id: 1216
unit: def get_imported_module_dir()
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id: 1217
unit: def _rename()
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id: 1218
unit: def _load_info()
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id: 1219
unit: def _post_process()
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id: 1220
unit: def _post_processing_resources()
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id: 1221
unit: def _download_post_processing_resources()
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id: 1222
unit: def _split_generators()
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id: 1223
unit: def _get_examples_iterable_for_split()
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id: 1224
unit: def _generate_examples()
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id: 1225
unit: def _get_examples_iterable_for_split()
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id: 1226
unit: def _generate_tables()
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id: 1227
unit: def _prepare_split_single()
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id: 1228
unit: def _get_examples_iterable_for_split()
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id: 1229
unit: def _register_unavailable_formatter()
file: src/datasets/formatting/__init__.py
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id: 1230
unit: def recursive_tensorize()
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id: 1231
unit: def recursive_tensorize()
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id: 1232
unit: def recursive_tensorize()
file: src/datasets/formatting/torch_formatter.py
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id: 1233
unit: def recursive_tensorize()
file: src/datasets/formatting/jax_formatter.py
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id: 1234
unit: def _is_range_contiguous()
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id: 1235
unit: def _query_table_with_indices_mapping()
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id: 1236
unit: def _is_array_with_nulls()
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id: 1237
unit: def extract_row()
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id: 1238
unit: def extract_column()
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id: 1239
unit: def extract_batch()
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id: 1240
unit: def _unnest()
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id: 1242
unit: def extract_column()
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id: 1243
unit: def extract_batch()
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id: 1245
unit: def extract_column()
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id: 1246
unit: def extract_batch()
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unit: def __init__()
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id: 1249
unit: def extract_column()
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id: 1250
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id: 1251
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id: 1253
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id: 1258
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id: 1265
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id: 1266
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id: 1267
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id: 1268
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id: 1269
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id: 1270
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id: 1273
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id: 1279
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id: 1281
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id: 1282
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id: 1285
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unit: def copy()
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id: 1308
unit: def __call__()
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id: 1309
unit: def __call__()
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id: 1310
unit: def __call__()
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size: 2 LOC
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id: 1311
unit: def video_to_bytes()
file: src/datasets/features/video.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1312
unit: def encode_np_array()
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id: 1313
unit: def __call__()
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id: 1314
unit: def objects_to_list_of_image_dicts()
file: src/datasets/features/image.py
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size: 2 LOC
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number of parameters: 0

id: 1315
unit: def contains_wildcards()
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number of parameters: 1

id: 1316
unit: def __add__()
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id: 1317
unit: def filter()
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id: 1318
unit: def filter()
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id: 1319
unit: def __add__()
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id: 1320
unit: def from_patterns()
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size: 2 LOC
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number of parameters: 0

id: 1321
unit: def from_patterns()
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number of parameters: 0

id: 1322
unit: def __len__()
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unit: def __enter__()
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id: 1324
unit: def __exit__()
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id: 1325
unit: def __init__()
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id: 1326
unit: def _map_with_multiprocessing_pool()
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id: 1327
unit: def _map_with_joblib()
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id: 1328
unit: def _get_table_from_filename()
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id: 1329
unit: def _pct_to_abs_closest()
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id: 1330
unit: def _init()
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id: 1331
unit: def __init__()
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id: 1332
unit: def __str__()
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id: 1333
unit: def __repr__()
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id: 1334
unit: def to_absolute()
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number of parameters: 2

id: 1335
unit: def _info()
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id: 1336
unit: def __post_init__()
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id: 1337
unit: def _info()
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id: 1338
unit: def _info()
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id: 1339
unit: def _split_generators()
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id: 1340
unit: def _info()
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id: 1341
unit: def _split_generators()
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id: 1342
unit: def _generate_examples()
file: src/datasets/packaged_modules/generator/generator.py
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size: 2 LOC
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number of parameters: 2

id: 1343
unit: def __post_init__()
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id: 1344
unit: def _info()
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id: 1345
unit: def _info()
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id: 1346
unit: def text_loads()
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size: 2 LOC
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id: 1347
unit: def npz_loads()
file: src/datasets/packaged_modules/webdataset/webdataset.py
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id: 1348
unit: def roundup()
file: src/datasets/packaged_modules/webdataset/_tenbin.py
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id: 1349
unit: def decode_buffer()
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id: 1350
unit: def __post_init__()
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id: 1351
unit: def load_state_dict()
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id: 1352
unit: def __iter__()
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id: 1353
unit: def num_shards()
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id: 1354
unit: def _info()
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id: 1355
unit: def _split_generators()
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id: 1356
unit: def __post_init__()
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id: 1357
unit: def __post_init__()
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id: 1358
unit: def __post_init__()
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id: 1359
unit: def __post_init__()
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id: 1360
unit: def __post_init__()
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id: 1361
unit: def _info()
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id: 1362
unit: def __post_init__()
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id: 1363
unit: def count_path_segments()
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size: 2 LOC
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number of parameters: 1

id: 1364
unit: def __post_init__()
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id: 1365
unit: def validate()
file: src/datasets/table.py
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id: 1366
unit: def to_batches()
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id: 1367
unit: def to_pydict()
file: src/datasets/table.py
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id: 1368
unit: def to_pylist()
file: src/datasets/table.py
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id: 1369
unit: def to_pandas()
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number of parameters: 3

id: 1370
unit: def to_string()
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id: 1371
unit: def to_reader()
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id: 1372
unit: def field()
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id: 1373
unit: def column()
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id: 1374
unit: def itercolumns()
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id: 1375
unit: def schema()
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id: 1376
unit: def columns()
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id: 1377
unit: def num_columns()
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id: 1378
unit: def num_rows()
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id: 1379
unit: def shape()
file: src/datasets/table.py
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id: 1380
unit: def nbytes()
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id: 1381
unit: def column_names()
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id: 1382
unit: def __eq__()
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id: 1383
unit: def __getitem__()
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id: 1384
unit: def __len__()
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id: 1385
unit: def __repr__()
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id: 1386
unit: def __str__()
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id: 1387
unit: def slice()
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id: 1388
unit: def filter()
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id: 1389
unit: def flatten()
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id: 1390
unit: def combine_chunks()
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id: 1391
unit: def cast()
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id: 1392
unit: def replace_schema_metadata()
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McCabe index: 1
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id: 1393
unit: def add_column()
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id: 1394
unit: def append_column()
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id: 1395
unit: def remove_column()
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McCabe index: 1
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id: 1396
unit: def set_column()
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id: 1397
unit: def rename_columns()
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id: 1398
unit: def drop()
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id: 1399
unit: def select()
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id: 1400
unit: def from_pandas()
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id: 1401
unit: def from_arrays()
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McCabe index: 1
number of parameters: 3

id: 1402
unit: def from_pydict()
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McCabe index: 1
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id: 1403
unit: def from_pylist()
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McCabe index: 1
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id: 1404
unit: def from_batches()
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McCabe index: 1
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id: 1405
unit: def slice()
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id: 1406
unit: def filter()
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McCabe index: 1
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id: 1407
unit: def flatten()
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McCabe index: 1
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id: 1408
unit: def combine_chunks()
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McCabe index: 1
number of parameters: 3

id: 1409
unit: def cast()
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McCabe index: 1
number of parameters: 3

id: 1410
unit: def replace_schema_metadata()
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McCabe index: 1
number of parameters: 3

id: 1411
unit: def add_column()
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McCabe index: 1
number of parameters: 3

id: 1412
unit: def append_column()
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McCabe index: 1
number of parameters: 3

id: 1413
unit: def remove_column()
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McCabe index: 1
number of parameters: 3

id: 1414
unit: def set_column()
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size: 2 LOC
McCabe index: 1
number of parameters: 3

id: 1415
unit: def rename_columns()
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size: 2 LOC
McCabe index: 1
number of parameters: 3

id: 1416
unit: def drop()
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McCabe index: 1
number of parameters: 3

id: 1417
unit: def select()
file: src/datasets/table.py
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McCabe index: 1
number of parameters: 3

id: 1418
unit: def __getstate__()
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McCabe index: 1
number of parameters: 1

id: 1419
unit: def __getstate__()
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McCabe index: 1
number of parameters: 1

id: 1420
unit: def add_column()
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McCabe index: 1
number of parameters: 3

id: 1421
unit: def append_column()
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McCabe index: 1
number of parameters: 3

id: 1422
unit: def set_column()
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McCabe index: 1
number of parameters: 3

id: 1423
unit: def _are_list_values_of_length()
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McCabe index: 2
number of parameters: 2

id: 1424
unit: def array_cast()
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McCabe index: 1
number of parameters: 0

id: 1425
unit: def cast_array_to_feature()
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size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1426
unit: def manual_dir()
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1427
unit: def downloaded_size()
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size: 2 LOC
McCabe index: 2
number of parameters: 1

id: 1428
unit: def iter_files()
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size: 2 LOC
McCabe index: 1
number of parameters: 3

id: 1429
unit: def download_and_extract()
file: src/datasets/download/download_manager.py
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size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 1430
unit: def get_recorded_sizes_checksums()
file: src/datasets/download/download_manager.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1431
unit: def manual_dir()
file: src/datasets/download/streaming_download_manager.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1432
unit: def download_and_extract()
file: src/datasets/download/streaming_download_manager.py
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size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 1433
unit: def iter_files()
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size: 2 LOC
McCabe index: 1
number of parameters: 3

id: 1434
unit: def manage_extracted_files()
file: src/datasets/download/streaming_download_manager.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1435
unit: def get_recorded_sizes_checksums()
file: src/datasets/download/streaming_download_manager.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1436
unit: def copy()
file: src/datasets/download/download_config.py
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size: 2 LOC
McCabe index: 2
number of parameters: 1

id: 1437
unit: def is_remote_filesystem()
file: src/datasets/filesystems/__init__.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1438
unit: def __init__()
file: src/datasets/filesystems/compression.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1439
unit: def _strip_protocol()
file: src/datasets/filesystems/compression.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 1440
unit: def get_dataset_builder_class()
file: src/datasets/load.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1441
unit: def infer_module_for_data_files_list()
file: src/datasets/load.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1442
unit: def infer_module_for_data_files_list_in_archives()
file: src/datasets/load.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1443
unit: def infer_module_for_data_files()
file: src/datasets/load.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1444
unit: def get_module()
file: src/datasets/load.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 1445
unit: def load_from_disk()
file: src/datasets/load.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 1446
unit: def is_extractable()
file: src/datasets/utils/extract.py
start line: 0
end line: 0
size: 1 LOC
McCabe index: 1
number of parameters: 4

id: 1447
unit: def extract()
file: src/datasets/utils/extract.py
start line: 0
end line: 0
size: 1 LOC
McCabe index: 1
number of parameters: 4