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unit: def features_encode_decode()
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id: 728
unit: def _split_generators()
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id: 729
unit: def _info()
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unit: def _get_inter_splits_by_group()
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id: 731
unit: def _get_inter_splits_by_group()
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id: 732
unit: def _get_inter_splits_by_group()
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id: 733
unit: def _get_inter_splits_by_group()
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unit: def _build_last_step()
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id: 735
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id: 736
unit: def show_examples()
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unit: def _init_from_list()
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unit: def _make_scalar_feature()
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unit: def _extract()
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unit: def from_json_content()
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unit: def to_json()
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unit: def from_json_content()
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unit: def encode_example()
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unit: def _parse_github_path()
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id: 767
unit: def filter_by_webtextlike()
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unit: def _generate_examples()
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id: 776
unit: def _info()
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unit: def _info()
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unit: def _get_partition_subsets_images()
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unit: def _split_generators()
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file: tensorflow_datasets/testing/fake_data_generation/kitti.py
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id: 1209
unit: def _get_english_words()
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id: 1210
unit: def _info()
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id: 1211
unit: def _info()
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id: 1212
unit: def _info()
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unit: def _split_generators()
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unit: def _generate_examples()
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unit: def _split_generators()
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id: 1216
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unit: def _generate_example()
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unit: def get_random_jpeg()
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unit: def _generate_csv()
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unit: def generate_cifar100_batch()
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id: 1224
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id: 1225
unit: def assertFeature()
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id: 1226
unit: def assertFeatureEagerOnly()
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id: 1227
unit: def _assert_feature()
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unit: def _split_generators()
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id: 1233
unit: def write_metadata()
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id: 1234
unit: def _checksums_path()
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id: 1235
unit: def as_dataset()
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id: 1237
unit: def _log_download_bytes()
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id: 1238
unit: def beam_ptransform_fn()
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id: 1239
unit: def decode()
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id: 1240
unit: def _find_duplicates()
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id: 1241
unit: def _size_str()
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id: 1242
unit: def refresh()
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unit: def _kwargs_str_to_kwargs()
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id: 1245
unit: def extract()
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unit: def convert_to_shape()
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unit: def is_notebook()
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unit: def flatten_nest_dict()
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unit: def build_synchronize_decorator()
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unit: def read()
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unit: def _read_instruction_to_ds()
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id: 1260
unit: def _supervised_keys_from_proto()
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unit: def _deserialize_single_field()
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id: 1262
unit: def to_absolute()
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id: 1447
unit: def _yield_csv_rows_mass()
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size: 7 LOC
McCabe index: 1
number of parameters: 3

id: 1448
unit: def _generate_test_files()
file: tensorflow_datasets/testing/fake_data_generation/open_images.py
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size: 7 LOC
McCabe index: 1
number of parameters: 0

id: 1449
unit: def make_task()
file: tensorflow_datasets/testing/fake_data_generation/arc.py
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size: 7 LOC
McCabe index: 4
number of parameters: 0

id: 1450
unit: def create_zip()
file: tensorflow_datasets/testing/fake_data_generation/beans.py
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size: 7 LOC
McCabe index: 1
number of parameters: 1

id: 1451
unit: def _get_annotations()
file: tensorflow_datasets/testing/fake_data_generation/kitti.py
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size: 7 LOC
McCabe index: 3
number of parameters: 0

id: 1452
unit: def _generate()
file: tensorflow_datasets/testing/fake_data_generation/abstract_reasoning.py
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McCabe index: 2
number of parameters: 0

id: 1453
unit: def _save_image()
file: tensorflow_datasets/testing/fake_data_generation/caltech.py
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size: 7 LOC
McCabe index: 2
number of parameters: 3

id: 1454
unit: def dump()
file: tensorflow_datasets/testing/fake_data_generation/cifar.py
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size: 7 LOC
McCabe index: 2
number of parameters: 4

id: 1455
unit: def _np_load()
file: tensorflow_datasets/testing/dataset_builder_testing.py
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size: 7 LOC
McCabe index: 3
number of parameters: 4

id: 1456
unit: def _add_url()
file: tensorflow_datasets/testing/dataset_builder_testing.py
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size: 7 LOC
McCabe index: 4
number of parameters: 2

id: 1457
unit: def _get_dl_extract_only_result()
file: tensorflow_datasets/testing/dataset_builder_testing.py
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size: 7 LOC
McCabe index: 2
number of parameters: 2

id: 1458
unit: def _assert_key_valid()
file: tensorflow_datasets/testing/dataset_builder_testing.py
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size: 7 LOC
McCabe index: 3
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id: 1459
unit: def _get_dataset_keys()
file: tensorflow_datasets/d4rl/dataset_utils.py
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size: 7 LOC
McCabe index: 2
number of parameters: 1

id: 1460
unit: def _split_generators()
file: tensorflow_datasets/audio/yesno/yesno.py
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McCabe index: 2
number of parameters: 2

id: 1461
unit: def _build_pcollection()
file: tensorflow_datasets/audio/libritts.py
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McCabe index: 1
number of parameters: 3

id: 1462
unit: def _split_generators()
file: tensorflow_datasets/audio/gtzan_music_speech/gtzan_music_speech.py
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McCabe index: 2
number of parameters: 2

id: 1463
unit: def _get_file_name()
file: tensorflow_datasets/audio/spoken_digit/dummy_data_generation.py
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number of parameters: 0

id: 1464
unit: def __init__()
file: tensorflow_datasets/audio/tedlium.py
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id: 1465
unit: def _split_generators()
file: tensorflow_datasets/audio/gtzan/gtzan.py
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McCabe index: 2
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id: 1466
unit: def _load_wav()
file: tensorflow_datasets/audio/groove.py
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McCabe index: 1
number of parameters: 2

id: 1467
unit: def _split_generators()
file: tensorflow_datasets/rlds/robosuite_panda_pick_place_can/robosuite_panda_pick_place_can.py
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McCabe index: 1
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id: 1468
unit: def _add_to_mem_buffer()
file: tensorflow_datasets/core/shuffle.py
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McCabe index: 3
number of parameters: 3

id: 1469
unit: def _split_info_from_path()
file: tensorflow_datasets/core/folder_dataset/compute_split_utils.py
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size: 7 LOC
McCabe index: 1
number of parameters: 1

id: 1470
unit: def _info()
file: tensorflow_datasets/core/folder_dataset/translate_folder.py
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size: 7 LOC
McCabe index: 2
number of parameters: 1

id: 1471
unit: def _load_splits()
file: tensorflow_datasets/core/folder_dataset/write_metadata_utils.py
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size: 7 LOC
McCabe index: 1
number of parameters: 0

id: 1472
unit: def builder_configs()
file: tensorflow_datasets/core/dataset_builder.py
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size: 7 LOC
McCabe index: 4
number of parameters: 1

id: 1473
unit: def _oov_bucket()
file: tensorflow_datasets/core/deprecated/text/text_encoder.py
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McCabe index: 3
number of parameters: 2

id: 1474
unit: def load_from_file()
file: tensorflow_datasets/core/deprecated/text/text_encoder.py
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size: 7 LOC
McCabe index: 2
number of parameters: 2

id: 1475
unit: def save_to_file()
file: tensorflow_datasets/core/deprecated/text/text_encoder.py
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size: 7 LOC
McCabe index: 1
number of parameters: 2

id: 1476
unit: def _prepare_reserved_tokens()
file: tensorflow_datasets/core/deprecated/text/text_encoder.py
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size: 7 LOC
McCabe index: 4
number of parameters: 1

id: 1477
unit: def _make_reserved_tokens_re()
file: tensorflow_datasets/core/deprecated/text/text_encoder.py
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size: 7 LOC
McCabe index: 3
number of parameters: 1

id: 1478
unit: def to_proto()
file: tensorflow_datasets/core/splits.py
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McCabe index: 2
number of parameters: 1

id: 1479
unit: def set_availables_tmp()
file: tensorflow_datasets/core/visibility.py
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McCabe index: 1
number of parameters: 1

id: 1480
unit: def _set_default_visibility()
file: tensorflow_datasets/core/visibility.py
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size: 7 LOC
McCabe index: 4
number of parameters: 0

id: 1481
unit: def from_json()
file: tensorflow_datasets/core/community/register_package.py
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McCabe index: 1
number of parameters: 2

id: 1482
unit: def __init__()
file: tensorflow_datasets/core/community/register_package.py
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size: 7 LOC
McCabe index: 2
number of parameters: 2

id: 1483
unit: def _compute_dir_hash()
file: tensorflow_datasets/core/community/register_package.py
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size: 7 LOC
McCabe index: 6
number of parameters: 1

id: 1484
unit: def filepattern_for_dataset_split()
file: tensorflow_datasets/core/naming.py
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size: 7 LOC
McCabe index: 1
number of parameters: 0

id: 1485
unit: def _get_filename()
file: tensorflow_datasets/core/download/downloader.py
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size: 7 LOC
McCabe index: 3
number of parameters: 1

id: 1486
unit: def tqdm()
file: tensorflow_datasets/core/download/downloader.py
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McCabe index: 1
number of parameters: 1

id: 1487
unit: def _get_drive_url()
file: tensorflow_datasets/core/download/downloader.py
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size: 7 LOC
McCabe index: 3
number of parameters: 2

id: 1488
unit: def _download_extract()
file: tensorflow_datasets/core/download/download_manager.py
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size: 7 LOC
McCabe index: 2
number of parameters: 2

id: 1489
unit: def assert_tf_shape_match()
file: tensorflow_datasets/core/utils/tf_utils.py
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size: 7 LOC
McCabe index: 3
number of parameters: 2

id: 1490
unit: def normalize_shape()
file: tensorflow_datasets/core/utils/tf_utils.py
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size: 7 LOC
McCabe index: 2
number of parameters: 2

id: 1491
unit: def temporary_assignment()
file: tensorflow_datasets/core/utils/py_utils.py
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size: 7 LOC
McCabe index: 1
number of parameters: 3

id: 1492
unit: def get_class_path()
file: tensorflow_datasets/core/utils/py_utils.py
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size: 7 LOC
McCabe index: 4
number of parameters: 2

id: 1493
unit: def add_sys_path()
file: tensorflow_datasets/core/utils/py_utils.py
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size: 7 LOC
McCabe index: 1
number of parameters: 1

id: 1494
unit: def _validate_operand()
file: tensorflow_datasets/core/utils/version.py
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size: 7 LOC
McCabe index: 3
number of parameters: 2

id: 1495
unit: def skip_registration()
file: tensorflow_datasets/core/registered.py
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size: 7 LOC
McCabe index: 1
number of parameters: 0

id: 1496
unit: def __init__()
file: tensorflow_datasets/core/features/labeled_image.py
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McCabe index: 1
number of parameters: 0

id: 1497
unit: def __init__()
file: tensorflow_datasets/core/features/video_feature.py
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McCabe index: 1
number of parameters: 4

id: 1498
unit: def from_json_content()
file: tensorflow_datasets/core/features/text_feature.py
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McCabe index: 3
number of parameters: 3

id: 1499
unit: def from_proto()
file: tensorflow_datasets/core/features/feature.py
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McCabe index: 2
number of parameters: 2

id: 1500
unit: def _encode_image()
file: tensorflow_datasets/core/features/image_feature.py
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McCabe index: 1
number of parameters: 2

id: 1501
unit: def __init__()
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number of parameters: 0

id: 1502
unit: def to_json_content()
file: tensorflow_datasets/core/features/image_feature.py
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number of parameters: 1

id: 1503
unit: def get_and_validate_dtype()
file: tensorflow_datasets/core/features/image_feature.py
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McCabe index: 3
number of parameters: 2

id: 1504
unit: def decode_example()
file: tensorflow_datasets/core/features/dataset_feature.py
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McCabe index: 2
number of parameters: 3

id: 1505
unit: def stack_nested()
file: tensorflow_datasets/core/features/sequence_feature.py
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size: 7 LOC
McCabe index: 4
number of parameters: 1

id: 1506
unit: def to_json_content()
file: tensorflow_datasets/core/features/translation_feature.py
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McCabe index: 3
number of parameters: 1

id: 1507
unit: def repr_html()
file: tensorflow_datasets/core/features/class_label_feature.py
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McCabe index: 3
number of parameters: 2

id: 1508
unit: def make_decoder()
file: tensorflow_datasets/core/decode/base.py
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McCabe index: 1
number of parameters: 1

id: 1509
unit: def _get_default_interleave_cycle_length()
file: tensorflow_datasets/core/tfrecords_reader.py
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size: 7 LOC
McCabe index: 2
number of parameters: 1

id: 1510
unit: def get_content()
file: tensorflow_datasets/core/github_api/github_path.py
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McCabe index: 2
number of parameters: 1

id: 1511
unit: def __init__()
file: tensorflow_datasets/core/tfrecords_writer.py
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McCabe index: 1
number of parameters: 0

id: 1512
unit: def __init__()
file: tensorflow_datasets/core/tfrecords_writer.py
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size: 7 LOC
McCabe index: 1
number of parameters: 0

id: 1513
unit: def generate_dummy_splits()
file: tensorflow_datasets/graphs/ogbg_molpcba/dummy_data_generation.py
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end line: 0
size: 7 LOC
McCabe index: 1
number of parameters: 1

id: 1514
unit: def combine_graph_data()
file: tensorflow_datasets/graphs/ogbg_molpcba/dummy_data_generation.py
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size: 7 LOC
McCabe index: 4
number of parameters: 1

id: 1515
unit: def _generate_examples()
file: tensorflow_datasets/image/binarized_mnist.py
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McCabe index: 2
number of parameters: 2

id: 1516
unit: def builder_configs()
file: tensorflow_datasets/rl_unplugged/atari_utils.py
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size: 7 LOC
McCabe index: 3
number of parameters: 0

id: 1517
unit: def _store_current_example()
file: tensorflow_datasets/ranking/libsvm_ranking_parser.py
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McCabe index: 2
number of parameters: 1

id: 1518
unit: def _read_examples()
file: tensorflow_datasets/text/scan.py
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McCabe index: 5
number of parameters: 2

id: 1519
unit: def _split_generators()
file: tensorflow_datasets/text/drop/drop.py
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size: 7 LOC
McCabe index: 1
number of parameters: 2

id: 1520
unit: def _get_record_answers()
file: tensorflow_datasets/text/super_glue.py
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McCabe index: 3
number of parameters: 1

id: 1521
unit: def _read_json()
file: tensorflow_datasets/text/piqa.py
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McCabe index: 3
number of parameters: 1

id: 1522
unit: def _generate_examples()
file: tensorflow_datasets/text/piqa.py
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McCabe index: 2
number of parameters: 3

id: 1523
unit: def __init__()
file: tensorflow_datasets/text/blimp.py
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McCabe index: 1
number of parameters: 4

id: 1524
unit: def __init__()
file: tensorflow_datasets/text/wikipedia.py
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McCabe index: 1
number of parameters: 5

id: 1525
unit: def _split_generators()
file: tensorflow_datasets/text/assin2/assin2.py
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McCabe index: 1
number of parameters: 2

id: 1526
unit: def __init__()
file: tensorflow_datasets/text/paws_wiki.py
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McCabe index: 1
number of parameters: 4

id: 1527
unit: def _split_generators()
file: tensorflow_datasets/text/salient_span_wikipedia.py
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McCabe index: 1
number of parameters: 2

id: 1528
unit: def _parse_row_as_example()
file: tensorflow_datasets/text/civil_comments.py
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size: 7 LOC
McCabe index: 3
number of parameters: 2

id: 1529
unit: def get_hashed_url_filter_fn()
file: tensorflow_datasets/text/c4_utils.py
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size: 7 LOC
McCabe index: 1
number of parameters: 1

id: 1530
unit: def normalize_url()
file: tensorflow_datasets/text/c4_utils.py
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size: 7 LOC
McCabe index: 1
number of parameters: 1

id: 1531
unit: def _make_wn18_metadata()
file: tensorflow_datasets/text/wordnet.py
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size: 7 LOC
McCabe index: 2
number of parameters: 1

id: 1532
unit: def __init__()
file: tensorflow_datasets/translate/wmt.py
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McCabe index: 4
number of parameters: 7

id: 1533
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file: tensorflow_datasets/translate/wmt.py
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McCabe index: 3
number of parameters: 3

id: 1534
unit: def subsets()
file: tensorflow_datasets/translate/opus.py
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McCabe index: 5
number of parameters: 1

id: 1535
unit: def _build_bbox()
file: tensorflow_datasets/vision_language/gref/gref.py
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McCabe index: 1
number of parameters: 5

id: 1536
unit: def _split_generators()
file: tensorflow_datasets/vision_language/grounded_scan/grounded_scan.py
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size: 7 LOC
McCabe index: 2
number of parameters: 2

id: 1537
unit: def _build_bbox()
file: tensorflow_datasets/vision_language/refcoco/refcoco.py
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size: 7 LOC
McCabe index: 1
number of parameters: 5

id: 1538
unit: def _extract_annotation()
file: tensorflow_datasets/vision_language/refcoco/refcoco.py
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size: 7 LOC
McCabe index: 1
number of parameters: 2

id: 1539
unit: def _build_bbox()
file: tensorflow_datasets/object_detection/lvis/lvis.py
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size: 7 LOC
McCabe index: 1
number of parameters: 5

id: 1540
unit: def _convert_labels()
file: tensorflow_datasets/object_detection/waymo_open_dataset.py
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size: 7 LOC
McCabe index: 2
number of parameters: 3

id: 1541
unit: def __init__()
file: tensorflow_datasets/object_detection/open_images.py
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size: 7 LOC
McCabe index: 1
number of parameters: 3

id: 1542
unit: def _build_bounding_box()
file: tensorflow_datasets/object_detection/kitti.py
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size: 7 LOC
McCabe index: 1
number of parameters: 3

id: 1543
unit: def _merge_categories_map()
file: tensorflow_datasets/video/tao/tao.py
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McCabe index: 4
number of parameters: 1

id: 1544
unit: def _generate_examples()
file: tensorflow_datasets/video/moving_mnist.py
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size: 7 LOC
McCabe index: 2
number of parameters: 2

id: 1545
unit: def _convert_bbox()
file: tensorflow_datasets/video/youtube_vis/youtube_vis.py
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McCabe index: 1
number of parameters: 3

id: 1546
unit: def _split_generators()
file: tensorflow_datasets/image_classification/cifar10_corrupted.py
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McCabe index: 1
number of parameters: 2

id: 1547
unit: def _split_generators()
file: tensorflow_datasets/image_classification/flowers.py
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size: 7 LOC
McCabe index: 2
number of parameters: 2

id: 1548
unit: def _generate_examples()
file: tensorflow_datasets/image_classification/flowers.py
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McCabe index: 3
number of parameters: 2

id: 1549
unit: def pixelate()
file: tensorflow_datasets/image_classification/corruptions.py
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size: 7 LOC
McCabe index: 1
number of parameters: 2

id: 1550
unit: def _caltech_birds_info()
file: tensorflow_datasets/image_classification/caltech_birds.py
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size: 7 LOC
McCabe index: 1
number of parameters: 1

id: 1551
unit: def _caltech_birds_info()
file: tensorflow_datasets/image_classification/caltech_birds.py
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size: 7 LOC
McCabe index: 1
number of parameters: 1

id: 1552
unit: def _get_bounding_box_values()
file: tensorflow_datasets/image_classification/caltech_birds.py
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McCabe index: 1
number of parameters: 4

id: 1553
unit: def _generate_examples()
file: tensorflow_datasets/image_classification/mnist.py
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McCabe index: 2
number of parameters: 4

id: 1554
unit: def main()
file: tensorflow_datasets/scripts/cleanup/convert_nlp.py
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size: 6 LOC
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number of parameters: 1

id: 1555
unit: def _read_text_file()
file: tensorflow_datasets/summarization/cnn_dailymail.py
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McCabe index: 2
number of parameters: 1

id: 1556
unit: def _generate_examples()
file: tensorflow_datasets/summarization/samsum.py
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size: 6 LOC
McCabe index: 2
number of parameters: 2

id: 1557
unit: def _bigpatent_get_list_of_non_empty_lines()
file: tensorflow_datasets/summarization/big_patent.py
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McCabe index: 3
number of parameters: 1

id: 1558
unit: def __init__()
file: tensorflow_datasets/summarization/scientific_papers.py
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McCabe index: 2
number of parameters: 4

id: 1559
unit: def _generate_examples()
file: tensorflow_datasets/structured/howell/howell.py
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McCabe index: 2
number of parameters: 2

id: 1560
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file: tensorflow_datasets/structured/efron_morris_75/efron_morris_75.py
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McCabe index: 2
number of parameters: 2

id: 1561
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McCabe index: 3
number of parameters: 2

id: 1562
unit: def _split_generators()
file: tensorflow_datasets/structured/titanic.py
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McCabe index: 2
number of parameters: 2

id: 1563
unit: def new_builder_from_files()
file: tensorflow_datasets/testing/mocking.py
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McCabe index: 1
number of parameters: 2

id: 1564
unit: def get_random_audio()
file: tensorflow_datasets/testing/fake_data_utils.py
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McCabe index: 1
number of parameters: 2

id: 1565
unit: def main()
file: tensorflow_datasets/testing/fake_data_generation/binarized_mnist.py
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unit: def write_info_file()
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unit: def normalize_legacy_split_generators()
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id: 1687
unit: def _get_config_name()
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id: 1688
unit: def _create_dataset_files()
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id: 1689
unit: def _get_status_code()
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id: 1690
unit: def _format()
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id: 1691
unit: def _mv_fake_data_dir()
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id: 1692
unit: def _mv_create_fake_data()
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id: 1693
unit: def main()
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id: 1694
unit: def main()
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id: 1695
unit: def _bigpatent_remove_referenecs()
file: tensorflow_datasets/summarization/big_patent.py
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unit: def _generate_examples()
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unit: def main()
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id: 1706
unit: def histology_dir()
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unit: def write_png()
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unit: def _test_description_builder_config()
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id: 1716
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id: 1717
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id: 1718
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unit: def _compute_split_statistics_beam()
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id: 1724
unit: def _list_folders()
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id: 1725
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unit: def load_from_file()
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unit: def __init__()
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unit: def __init__()
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unit: def join()
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unit: def ReadFromTFDS()
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unit: def _get_option_deterministic_field()
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unit: def _as_path_list()
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unit: def module_path()
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unit: def from_json()
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unit: def to_json()
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unit: def sharded_filename()
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unit: def _record_url_infos()
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id: 1808
unit: def supervised_keys()
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id: 1809
unit: def from_path()
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id: 1810
unit: def iterdir()
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id: 1811
unit: def _build_feature_specs()
file: tensorflow_datasets/core/example_parser.py
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id: 1812
unit: def even_splits()
file: tensorflow_datasets/core/subsplits_utils.py
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id: 1813
unit: def builder()
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id: 1814
unit: def _get_shard_specs()
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id: 1815
unit: def _write_index_file()
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id: 1816
unit: def _emits_examples_per_shard()
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id: 1817
unit: def file_format_from_suffix()
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id: 1818
unit: def generate_dummy_graphs()
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id: 1819
unit: def _make_builder_configs()
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id: 1820
unit: def main()
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id: 1821
unit: def _split_generators()
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id: 1822
unit: def __init__()
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id: 1823
unit: def __init__()
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id: 1824
unit: def _generate_examples()
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id: 1825
unit: def num_shards()
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id: 1826
unit: def __init__()
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id: 1827
unit: def __init__()
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id: 1828
unit: def _make_builder_config()
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id: 1829
unit: def _generate_examples()
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id: 1830
unit: def _generate_examples()
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id: 1831
unit: def __init__()
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id: 1832
unit: def _safe_int()
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id: 1833
unit: def _generate_examples()
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id: 1834
unit: def __init__()
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id: 1835
unit: def get_counter_inc_fn()
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id: 1836
unit: def _load_sentence_tokenizer()
file: tensorflow_datasets/text/c4_utils.py
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id: 1837
unit: def _get_sentences()
file: tensorflow_datasets/text/c4_utils.py
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id: 1838
unit: def _emit_url_to_lines()
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id: 1839
unit: def __init__()
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id: 1840
unit: def __init__()
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id: 1841
unit: def __init__()
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id: 1842
unit: def get_paths()
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id: 1843
unit: def _generate_examples()
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id: 1844
unit: def _generate_examples()
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id: 1845
unit: def __init__()
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id: 1846
unit: def __init__()
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id: 1847
unit: def __init__()
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id: 1848
unit: def process()
file: tensorflow_datasets/object_detection/open_images_challenge2019_beam.py
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id: 1849
unit: def fill_class_names_in_tfds_info()
file: tensorflow_datasets/object_detection/open_images_challenge2019_beam.py
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size: 5 LOC
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id: 1850
unit: def _read_annotation()
file: tensorflow_datasets/video/davis/davis.py
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id: 1851
unit: def returnImageDict()
file: tensorflow_datasets/image_classification/cars196.py
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number of parameters: 2

id: 1852
unit: def __init__()
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id: 1853
unit: def _encode_jpeg()
file: tensorflow_datasets/image_classification/sun.py
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number of parameters: 2

id: 1854
unit: def _get_tfds_subsets_images()
file: tensorflow_datasets/image_classification/sun.py
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id: 1855
unit: def __init__()
file: tensorflow_datasets/image_classification/cycle_gan.py
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number of parameters: 4

id: 1856
unit: def gaussian_noise()
file: tensorflow_datasets/image_classification/corruptions.py
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size: 5 LOC
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number of parameters: 2

id: 1857
unit: def shot_noise()
file: tensorflow_datasets/image_classification/corruptions.py
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size: 5 LOC
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number of parameters: 2

id: 1858
unit: def speckle_noise()
file: tensorflow_datasets/image_classification/corruptions.py
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size: 5 LOC
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number of parameters: 2

id: 1859
unit: def _postprocess_subset_list()
file: tensorflow_datasets/image_classification/imagenet_lt/imagenet_lt.py
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size: 5 LOC
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number of parameters: 2

id: 1860
unit: def _subtract_local_average()
file: tensorflow_datasets/image_classification/diabetic_retinopathy_detection.py
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size: 5 LOC
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id: 1861
unit: def __init__()
file: tensorflow_datasets/image_classification/bee_dataset/bee_dataset.py
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size: 5 LOC
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id: 1862
unit: def _split_generators()
file: tensorflow_datasets/image_classification/bee_dataset/bee_dataset.py
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size: 5 LOC
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number of parameters: 2

id: 1863
unit: def __init__()
file: tensorflow_datasets/image_classification/mnist.py
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size: 5 LOC
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number of parameters: 6

id: 1864
unit: def _extract_channels()
file: tensorflow_datasets/image_classification/eurosat.py
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size: 5 LOC
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number of parameters: 1

id: 1865
unit: def _generate_examples()
file: tensorflow_datasets/image_classification/imagenet_sketch/imagenet_sketch.py
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size: 5 LOC
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number of parameters: 2

id: 1866
unit: def main()
file: tensorflow_datasets/time_series/smartwatch_gestures/dummy_data_generation.py
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size: 4 LOC
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number of parameters: 1

id: 1867
unit: def _make_builder()
file: tensorflow_datasets/scripts/cli/build.py
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size: 4 LOC
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number of parameters: 0

id: 1868
unit: def _mock_argparse_flags()
file: tensorflow_datasets/scripts/cli/conftest.py
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size: 4 LOC
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number of parameters: 0

id: 1869
unit: def _extract_dirs_to_delete()
file: tensorflow_datasets/scripts/cleanup/delete_old_versions.py
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size: 4 LOC
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number of parameters: 0

id: 1870
unit: def _extract_dirs_from_future()
file: tensorflow_datasets/scripts/cleanup/delete_old_versions.py
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id: 1871
unit: def _display_dirs()
file: tensorflow_datasets/scripts/cleanup/delete_old_versions.py
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id: 1872
unit: def create_dataset_files()
file: tensorflow_datasets/scripts/cleanup/convert_nlp.py
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number of parameters: 0

id: 1873
unit: def _request_filename()
file: tensorflow_datasets/scripts/cleanup/url_filename_recorder.py
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size: 4 LOC
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number of parameters: 0

id: 1874
unit: def _update_url_info()
file: tensorflow_datasets/scripts/cleanup/url_filename_recorder.py
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size: 4 LOC
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id: 1875
unit: def _mv_code_test()
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size: 4 LOC
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number of parameters: 1

id: 1876
unit: def _mv_checksums()
file: tensorflow_datasets/scripts/cleanup/refactor_dataset_as_folder.py
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size: 4 LOC
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number of parameters: 1

id: 1877
unit: def refactor_datasets()
file: tensorflow_datasets/scripts/cleanup/refactor_dataset_as_folder.py
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size: 4 LOC
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number of parameters: 0

id: 1878
unit: def _save_community_ds_packages()
file: tensorflow_datasets/scripts/deployment/export_community_datasets.py
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size: 4 LOC
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number of parameters: 2

id: 1879
unit: def main()
file: tensorflow_datasets/scripts/replace_fake_images.py
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size: 4 LOC
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number of parameters: 1

id: 1880
unit: def __init__()
file: tensorflow_datasets/summarization/reddit_tifu.py
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number of parameters: 4

id: 1881
unit: def _bigpatent_clean_abstract()
file: tensorflow_datasets/summarization/big_patent.py
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number of parameters: 1

id: 1882
unit: def __init__()
file: tensorflow_datasets/summarization/wikihow.py
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number of parameters: 4

id: 1883
unit: def __init__()
file: tensorflow_datasets/question_answering/mlqa.py
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size: 4 LOC
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number of parameters: 3

id: 1884
unit: def _generate_examples()
file: tensorflow_datasets/question_answering/natural_questions_open.py
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size: 4 LOC
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number of parameters: 2

id: 1885
unit: def __init__()
file: tensorflow_datasets/question_answering/squad/squad.py
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size: 4 LOC
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number of parameters: 5

id: 1886
unit: def _generate_examples()
file: tensorflow_datasets/question_answering/squad/squad.py
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size: 4 LOC
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number of parameters: 2

id: 1887
unit: def get_random_picture()
file: tensorflow_datasets/testing/fake_data_utils.py
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size: 4 LOC
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number of parameters: 3

id: 1888
unit: def main()
file: tensorflow_datasets/testing/fake_data_generation/shapes3d.py
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number of parameters: 1

id: 1889
unit: def main()
file: tensorflow_datasets/testing/fake_data_generation/smallnorb.py
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size: 4 LOC
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number of parameters: 1

id: 1890
unit: def main()
file: tensorflow_datasets/testing/fake_data_generation/dsprites.py
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size: 4 LOC
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number of parameters: 1

id: 1891
unit: def get_output_file_prefix()
file: tensorflow_datasets/testing/fake_data_generation/patch_camelyon.py
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size: 4 LOC
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number of parameters: 1

id: 1892
unit: def main()
file: tensorflow_datasets/testing/fake_data_generation/rock_paper_scissors.py
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size: 4 LOC
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number of parameters: 1

id: 1893
unit: def main()
file: tensorflow_datasets/testing/fake_data_generation/oxford_iiit_pet.py
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size: 4 LOC
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number of parameters: 1

id: 1894
unit: def main()
file: tensorflow_datasets/testing/fake_data_generation/sun397.py
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size: 4 LOC
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number of parameters: 1

id: 1895
unit: def main()
file: tensorflow_datasets/testing/fake_data_generation/malaria.py
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size: 4 LOC
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number of parameters: 1

id: 1896
unit: def main()
file: tensorflow_datasets/testing/fake_data_generation/div2k.py
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size: 4 LOC
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number of parameters: 1

id: 1897
unit: def main()
file: tensorflow_datasets/testing/fake_data_generation/coil100.py
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size: 4 LOC
McCabe index: 2
number of parameters: 1

id: 1898
unit: def write_image_file()
file: tensorflow_datasets/testing/fake_data_generation/mnist.py
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size: 4 LOC
McCabe index: 1
number of parameters: 2

id: 1899
unit: def write_label_file()
file: tensorflow_datasets/testing/fake_data_generation/mnist.py
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size: 4 LOC
McCabe index: 1
number of parameters: 2

id: 1900
unit: def make_grid_data()
file: tensorflow_datasets/testing/fake_data_generation/arc.py
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size: 4 LOC
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number of parameters: 0

id: 1901
unit: def write_task()
file: tensorflow_datasets/testing/fake_data_generation/arc.py
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size: 4 LOC
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number of parameters: 3

id: 1902
unit: def main()
file: tensorflow_datasets/testing/fake_data_generation/horses_or_humans.py
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size: 4 LOC
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number of parameters: 1

id: 1903
unit: def main()
file: tensorflow_datasets/testing/fake_data_generation/kitti.py
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size: 4 LOC
McCabe index: 2
number of parameters: 1

id: 1904
unit: def main()
file: tensorflow_datasets/testing/fake_data_generation/abstract_reasoning.py
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size: 4 LOC
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number of parameters: 1

id: 1905
unit: def main()
file: tensorflow_datasets/testing/fake_data_generation/caltech.py
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size: 4 LOC
McCabe index: 2
number of parameters: 1

id: 1906
unit: def _output_dir()
file: tensorflow_datasets/testing/fake_data_generation/flic.py
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size: 4 LOC
McCabe index: 2
number of parameters: 1

id: 1907
unit: def generate_ids()
file: tensorflow_datasets/testing/fake_data_generation/cityscapes.py
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size: 4 LOC
McCabe index: 2
number of parameters: 2

id: 1908
unit: def main()
file: tensorflow_datasets/testing/fake_data_generation/stl10.py
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size: 4 LOC
McCabe index: 2
number of parameters: 1

id: 1909
unit: def main()
file: tensorflow_datasets/testing/fake_data_generation/imagenet_resized.py
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size: 4 LOC
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number of parameters: 1

id: 1910
unit: def tearDown()
file: tensorflow_datasets/testing/dataset_builder_testing.py
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size: 4 LOC
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number of parameters: 1

id: 1911
unit: def test_baseclass()
file: tensorflow_datasets/testing/dataset_builder_testing.py
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end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 1

id: 1912
unit: def test_info()
file: tensorflow_datasets/testing/dataset_builder_testing.py
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end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 1

id: 1913
unit: def _test_repr()
file: tensorflow_datasets/testing/feature_test_case.py
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end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 1914
unit: def __init__()
file: tensorflow_datasets/d4rl/d4rl_adroit_relocate/d4rl_adroit_relocate.py
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size: 4 LOC
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number of parameters: 2

id: 1915
unit: def __init__()
file: tensorflow_datasets/d4rl/d4rl_adroit_door/d4rl_adroit_door.py
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size: 4 LOC
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number of parameters: 2

id: 1916
unit: def __init__()
file: tensorflow_datasets/d4rl/d4rl_adroit_pen/d4rl_adroit_pen.py
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size: 4 LOC
McCabe index: 1
number of parameters: 2

id: 1917
unit: def __init__()
file: tensorflow_datasets/d4rl/d4rl_mujoco_hopper/d4rl_mujoco_hopper.py
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size: 4 LOC
McCabe index: 1
number of parameters: 2

id: 1918
unit: def __init__()
file: tensorflow_datasets/d4rl/d4rl_mujoco_walker2d/d4rl_mujoco_walker2d.py
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size: 4 LOC
McCabe index: 1
number of parameters: 2

id: 1919
unit: def __init__()
file: tensorflow_datasets/d4rl/d4rl_adroit_hammer/d4rl_adroit_hammer.py
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size: 4 LOC
McCabe index: 1
number of parameters: 2

id: 1920
unit: def __init__()
file: tensorflow_datasets/d4rl/d4rl_mujoco_halfcheetah/d4rl_mujoco_halfcheetah.py
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size: 4 LOC
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id: 1921
unit: def main()
file: tensorflow_datasets/audio/yesno/dummy_data_generation.py
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size: 4 LOC
McCabe index: 2
number of parameters: 1

id: 1922
unit: def main()
file: tensorflow_datasets/audio/gtzan_music_speech/dummy_data_generation.py
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size: 4 LOC
McCabe index: 2
number of parameters: 1

id: 1923
unit: def _generate_examples()
file: tensorflow_datasets/audio/dementiabank.py
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size: 4 LOC
McCabe index: 2
number of parameters: 2

id: 1924
unit: def _wav_obj_to_samples()
file: tensorflow_datasets/audio/voxforge.py
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size: 4 LOC
McCabe index: 1
number of parameters: 1

id: 1925
unit: def main()
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id: 1926
unit: def _make_builder_configs()
file: tensorflow_datasets/audio/tedlium.py
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McCabe index: 1
number of parameters: 0

id: 1927
unit: def _info()
file: tensorflow_datasets/audio/tedlium.py
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id: 1928
unit: def main()
file: tensorflow_datasets/audio/gtzan/dummy_data_generation.py
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McCabe index: 2
number of parameters: 1

id: 1929
unit: def generate_examples()
file: tensorflow_datasets/rlds/rlds_base.py
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end line: 0
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McCabe index: 2
number of parameters: 1

id: 1930
unit: def generate_beam_examples()
file: tensorflow_datasets/rlds/rlds_base.py
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id: 1931
unit: def __init__()
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id: 1932
unit: def flush()
file: tensorflow_datasets/core/shuffle.py
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unit: def bucket_lengths()
file: tensorflow_datasets/core/shuffle.py
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id: 1934
unit: def show_statistics()
file: tensorflow_datasets/core/visualization/show_examples.py
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McCabe index: 1
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id: 1935
unit: def compute_split_info_from_directory()
file: tensorflow_datasets/core/folder_dataset/compute_split_utils.py
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unit: def compute_split_info()
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id: 1937
unit: def _download_and_prepare()
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unit: def _download_and_prepare()
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McCabe index: 1
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id: 1939
unit: def _list_examples()
file: tensorflow_datasets/core/folder_dataset/translate_folder.py
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unit: def _log_download_done()
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unit: def _download_and_prepare()
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unit: def _check_split_names()
file: tensorflow_datasets/core/dataset_builder.py
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number of parameters: 1

id: 1943
unit: def _save_default_config_name()
file: tensorflow_datasets/core/dataset_builder.py
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number of parameters: 0

id: 1944
unit: def save_to_file()
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unit: def _trim_underscore()
file: tensorflow_datasets/core/deprecated/text/subword_text_encoder.py
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number of parameters: 1

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unit: def _trim_underscore_and_tell()
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unit: def load_from_file()
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id: 1948
unit: def from_proto()
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id: 1949
unit: def __repr__()
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id: 1950
unit: def from_proto()
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McCabe index: 1
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id: 1951
unit: def to_absolute()
file: tensorflow_datasets/core/splits.py
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number of parameters: 2

id: 1952
unit: def builder_from_metadata()
file: tensorflow_datasets/core/read_only_builder.py
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McCabe index: 1
number of parameters: 2

id: 1953
unit: def _get_version_str()
file: tensorflow_datasets/core/read_only_builder.py
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McCabe index: 1
number of parameters: 0

id: 1954
unit: def builder()
file: tensorflow_datasets/core/community/register_path.py
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McCabe index: 1
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id: 1955
unit: def builder()
file: tensorflow_datasets/core/community/register_base.py
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McCabe index: 1
number of parameters: 0

id: 1956
unit: def cache_path()
file: tensorflow_datasets/core/community/cache.py
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McCabe index: 1
number of parameters: 0

id: 1957
unit: def installation_path()
file: tensorflow_datasets/core/community/register_package.py
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McCabe index: 1
number of parameters: 1

id: 1958
unit: def list_builders()
file: tensorflow_datasets/core/community/register_package.py
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McCabe index: 3
number of parameters: 1

id: 1959
unit: def builder()
file: tensorflow_datasets/core/community/register_package.py
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McCabe index: 1
number of parameters: 0

id: 1960
unit: def info()
file: tensorflow_datasets/core/community/huggingface_wrapper.py
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McCabe index: 1
number of parameters: 1

id: 1961
unit: def _download_and_prepare()
file: tensorflow_datasets/core/community/huggingface_wrapper.py
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McCabe index: 1
number of parameters: 3

id: 1962
unit: def __init__()
file: tensorflow_datasets/core/community/huggingface_wrapper.py
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McCabe index: 1
number of parameters: 0

id: 1963
unit: def _new_open()
file: tensorflow_datasets/core/community/huggingface_wrapper.py
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McCabe index: 3
number of parameters: 3

id: 1964
unit: def filename_prefix_for_name()
file: tensorflow_datasets/core/naming.py
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McCabe index: 2
number of parameters: 1

id: 1965
unit: def filename_prefix_for_split()
file: tensorflow_datasets/core/naming.py
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McCabe index: 2
number of parameters: 2

id: 1966
unit: def filepath_prefix()
file: tensorflow_datasets/core/naming.py
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McCabe index: 1
number of parameters: 1

id: 1967
unit: def sharded_filepaths_pattern()
file: tensorflow_datasets/core/naming.py
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size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 1968
unit: def register()
file: tensorflow_datasets/core/logging/__init__.py
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McCabe index: 1
number of parameters: 1

id: 1969
unit: def _sync_file_copy()
file: tensorflow_datasets/core/download/downloader.py
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size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 1970
unit: def _assert_status()
file: tensorflow_datasets/core/download/downloader.py
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size: 4 LOC
McCabe index: 2
number of parameters: 1

id: 1971
unit: def iter_gzip()
file: tensorflow_datasets/core/download/extractor.py
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McCabe index: 1
number of parameters: 1

id: 1972
unit: def iter_bzip2()
file: tensorflow_datasets/core/download/extractor.py
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McCabe index: 1
number of parameters: 1

id: 1973
unit: def _downloader()
file: tensorflow_datasets/core/download/download_manager.py
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number of parameters: 1

id: 1974
unit: def _extractor()
file: tensorflow_datasets/core/download/download_manager.py
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McCabe index: 2
number of parameters: 1

id: 1975
unit: def download_and_extract()
file: tensorflow_datasets/core/download/download_manager.py
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end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 2

id: 1976
unit: def _map_promise()
file: tensorflow_datasets/core/download/download_manager.py
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size: 4 LOC
McCabe index: 1
number of parameters: 2

id: 1977
unit: def rename_info_file()
file: tensorflow_datasets/core/download/resource.py
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end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 1978
unit: def extract_method()
file: tensorflow_datasets/core/download/resource.py
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size: 4 LOC
McCabe index: 2
number of parameters: 1

id: 1979
unit: def merge_shape()
file: tensorflow_datasets/core/utils/tf_utils.py
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end line: 0
size: 4 LOC
McCabe index: 3
number of parameters: 2

id: 1980
unit: def nogpu_session()
file: tensorflow_datasets/core/utils/tf_utils.py
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size: 4 LOC
McCabe index: 1
number of parameters: 1

id: 1981
unit: def expanduser()
file: tensorflow_datasets/core/utils/type_utils.py
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size: 4 LOC
McCabe index: 2
number of parameters: 1

id: 1982
unit: def rename()
file: tensorflow_datasets/core/utils/gpath.py
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McCabe index: 4
number of parameters: 2

id: 1983
unit: def replace()
file: tensorflow_datasets/core/utils/gpath.py
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McCabe index: 1
number of parameters: 2

id: 1984
unit: def copy()
file: tensorflow_datasets/core/utils/gpath.py
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McCabe index: 1
number of parameters: 3

id: 1985
unit: def get_colormap()
file: tensorflow_datasets/core/utils/image_utils.py
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end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 1986
unit: def apply_colormap()
file: tensorflow_datasets/core/utils/image_utils.py
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size: 4 LOC
McCabe index: 2
number of parameters: 1

id: 1987
unit: def __setitem__()
file: tensorflow_datasets/core/utils/py_utils.py
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size: 4 LOC
McCabe index: 2
number of parameters: 3

id: 1988
unit: def update()
file: tensorflow_datasets/core/utils/py_utils.py
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size: 4 LOC
McCabe index: 3
number of parameters: 2

id: 1989
unit: def _get_incomplete_path()
file: tensorflow_datasets/core/utils/py_utils.py
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end line: 0
size: 4 LOC
McCabe index: 2
number of parameters: 1

id: 1990
unit: def reraise()
file: tensorflow_datasets/core/utils/py_utils.py
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end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 1991
unit: def rgetattr()
file: tensorflow_datasets/core/utils/py_utils.py
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size: 4 LOC
McCabe index: 1
number of parameters: 3

id: 1992
unit: def __getattr__()
file: tensorflow_datasets/core/utils/tqdm_utils.py
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McCabe index: 1
number of parameters: 2

id: 1993
unit: def __init__()
file: tensorflow_datasets/core/utils/tqdm_utils.py
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McCabe index: 1
number of parameters: 2

id: 1994
unit: def update_total()
file: tensorflow_datasets/core/utils/tqdm_utils.py
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size: 4 LOC
McCabe index: 1
number of parameters: 2

id: 1995
unit: def update()
file: tensorflow_datasets/core/utils/tqdm_utils.py
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McCabe index: 1
number of parameters: 2

id: 1996
unit: def match()
file: tensorflow_datasets/core/utils/version.py
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size: 4 LOC
McCabe index: 3
number of parameters: 2

id: 1997
unit: def save_metadata()
file: tensorflow_datasets/core/features/labeled_image.py
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size: 4 LOC
McCabe index: 1
number of parameters: 3

id: 1998
unit: def load_metadata()
file: tensorflow_datasets/core/features/labeled_image.py
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size: 4 LOC
McCabe index: 1
number of parameters: 3

id: 1999
unit: def to_json_content()
file: tensorflow_datasets/core/features/labeled_image.py
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size: 4 LOC
McCabe index: 1
number of parameters: 1

id: 2000
unit: def maybe_set_encoder()
file: tensorflow_datasets/core/features/text_feature.py
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size: 4 LOC
McCabe index: 2
number of parameters: 2

id: 2001
unit: def encode_example()
file: tensorflow_datasets/core/features/text_feature.py
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McCabe index: 2
number of parameters: 2

id: 2002
unit: def _additional_repr_info()
file: tensorflow_datasets/core/features/text_feature.py
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size: 4 LOC
McCabe index: 2
number of parameters: 1

id: 2003
unit: def from_tensor_spec()
file: tensorflow_datasets/core/features/feature.py
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McCabe index: 1
number of parameters: 2

id: 2004
unit: def __init_subclass__()
file: tensorflow_datasets/core/features/feature.py
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size: 4 LOC
McCabe index: 2
number of parameters: 1

id: 2005
unit: def save_config()
file: tensorflow_datasets/core/features/feature.py
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size: 4 LOC
McCabe index: 1
number of parameters: 2

id: 2006
unit: def _repr_html()
file: tensorflow_datasets/core/features/feature.py
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size: 4 LOC
McCabe index: 4
number of parameters: 1

id: 2007
unit: def decode_image()
file: tensorflow_datasets/core/features/image_feature.py
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size: 4 LOC
McCabe index: 1
number of parameters: 2

id: 2008
unit: def decode_image()
file: tensorflow_datasets/core/features/image_feature.py
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size: 4 LOC
McCabe index: 1
number of parameters: 2

id: 2009
unit: def repr_html()
file: tensorflow_datasets/core/features/image_feature.py
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size: 4 LOC
McCabe index: 2
number of parameters: 2

id: 2010
unit: def _add_dataset_lvl()
file: tensorflow_datasets/core/features/dataset_feature.py
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size: 4 LOC
McCabe index: 1
number of parameters: 1

id: 2011
unit: def _example_parser()
file: tensorflow_datasets/core/features/top_level_feature.py
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size: 4 LOC
McCabe index: 1
number of parameters: 1

id: 2012
unit: def _example_serializer()
file: tensorflow_datasets/core/features/top_level_feature.py
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size: 4 LOC
McCabe index: 1
number of parameters: 1

id: 2013
unit: def from_json_content()
file: tensorflow_datasets/core/features/bounding_boxes.py
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size: 4 LOC
McCabe index: 1
number of parameters: 3

id: 2014
unit: def _repr_html()
file: tensorflow_datasets/core/features/bounding_boxes.py
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size: 4 LOC
McCabe index: 1
number of parameters: 1

id: 2015
unit: def __init__()
file: tensorflow_datasets/core/features/sequence_feature.py
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size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 2016
unit: def _flatten()
file: tensorflow_datasets/core/features/sequence_feature.py
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size: 4 LOC
McCabe index: 2
number of parameters: 2

id: 2017
unit: def __getstate__()
file: tensorflow_datasets/core/features/sequence_feature.py
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size: 4 LOC
McCabe index: 1
number of parameters: 1

id: 2018
unit: def from_json_content()
file: tensorflow_datasets/core/features/sequence_feature.py
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size: 4 LOC
McCabe index: 1
number of parameters: 2

id: 2019
unit: def names()
file: tensorflow_datasets/core/features/class_label_feature.py
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size: 4 LOC
McCabe index: 3
number of parameters: 1

id: 2020
unit: def save_metadata()
file: tensorflow_datasets/core/features/class_label_feature.py
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size: 4 LOC
McCabe index: 3
number of parameters: 3

id: 2021
unit: def load_metadata()
file: tensorflow_datasets/core/features/class_label_feature.py
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size: 4 LOC
McCabe index: 3
number of parameters: 3

id: 2022
unit: def __init__()
file: tensorflow_datasets/core/decode/partial_decode.py
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size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 2023
unit: def _verify_read_config_for_ordered_dataset()
file: tensorflow_datasets/core/tfrecords_reader.py
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size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 2024
unit: def homepage()
file: tensorflow_datasets/core/dataset_info.py
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McCabe index: 3
number of parameters: 1

id: 2025
unit: def file_format()
file: tensorflow_datasets/core/dataset_info.py
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size: 4 LOC
McCabe index: 2
number of parameters: 1

id: 2026
unit: def read_from_json()
file: tensorflow_datasets/core/dataset_info.py
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size: 4 LOC
McCabe index: 1
number of parameters: 1

id: 2027
unit: def load_metadata()
file: tensorflow_datasets/core/dataset_info.py
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size: 4 LOC
McCabe index: 1
number of parameters: 2

id: 2028
unit: def _correct_folder()
file: tensorflow_datasets/core/github_api/github_path.py
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size: 4 LOC
McCabe index: 2
number of parameters: 1

id: 2029
unit: def from_cache()
file: tensorflow_datasets/core/github_api/github_path.py
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size: 4 LOC
McCabe index: 1
number of parameters: 2

id: 2030
unit: def __new__()
file: tensorflow_datasets/core/github_api/github_path.py
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size: 4 LOC
McCabe index: 2
number of parameters: 2

id: 2031
unit: def copy()
file: tensorflow_datasets/core/github_api/github_path.py
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size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 2032
unit: def _absolute_to_read_instruction_for_index()
file: tensorflow_datasets/core/subsplits_utils.py
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size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 2033
unit: def hash_key()
file: tensorflow_datasets/core/hashing.py
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size: 4 LOC
McCabe index: 1
number of parameters: 2

id: 2034
unit: def from_spec()
file: tensorflow_datasets/core/as_dataframe.py
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size: 4 LOC
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number of parameters: 0

id: 2035
unit: def current_style()
file: tensorflow_datasets/core/as_dataframe.py
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size: 4 LOC
McCabe index: 2
number of parameters: 1

id: 2036
unit: def _repr_html_()
file: tensorflow_datasets/core/as_dataframe.py
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size: 4 LOC
McCabe index: 3
number of parameters: 1

id: 2037
unit: def _get_all_versions()
file: tensorflow_datasets/core/load.py
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size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 2038
unit: def _iter_single_full_names()
file: tensorflow_datasets/core/load.py
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size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 2039
unit: def _write_examples()
file: tensorflow_datasets/core/tfrecords_writer.py
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size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 2040
unit: def write()
file: tensorflow_datasets/core/tfrecords_writer.py
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size: 4 LOC
McCabe index: 1
number of parameters: 3

id: 2041
unit: def _write_final_shard()
file: tensorflow_datasets/core/tfrecords_writer.py
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size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 2042
unit: def make_tf_data()
file: tensorflow_datasets/core/file_adapters.py
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size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 2043
unit: def write_examples()
file: tensorflow_datasets/core/file_adapters.py
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size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 2044
unit: def make_tf_data()
file: tensorflow_datasets/core/file_adapters.py
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size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 2045
unit: def write_examples()
file: tensorflow_datasets/core/file_adapters.py
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size: 4 LOC
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id: 2046
unit: def make_tf_data()
file: tensorflow_datasets/core/file_adapters.py
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size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 2047
unit: def write_examples()
file: tensorflow_datasets/core/file_adapters.py
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size: 4 LOC
McCabe index: 1
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id: 2048
unit: def disable_community_datasets()
file: tensorflow_datasets/conftest.py
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id: 2050
unit: def get_file_prefix()
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id: 2051
unit: def get_file_prefix()
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id: 2052
unit: def get_file_prefix()
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id: 2053
unit: def get_file_prefix()
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id: 2054
unit: def _end_of_parse()
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id: 2055
unit: def _generate_examples()
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id: 2056
unit: def _generate_examples()
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id: 2057
unit: def __init__()
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id: 2058
unit: def _generate_examples()
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id: 2059
unit: def get_element_text()
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id: 2060
unit: def _vocab_text_gen()
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id: 2061
unit: def _split_generators()
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id: 2062
unit: def _generate_examples()
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id: 2063
unit: def _parse_spans_row_as_example()
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id: 2064
unit: def __init__()
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id: 2066
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id: 2068
unit: def _find_image_in_dirs()
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unit: def __init__()
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id: 2070
unit: def __init__()
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id: 2071
unit: def __init__()
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id: 2072
unit: def load_class_descriptions()
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id: 2073
unit: def __init__()
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id: 2074
unit: def __init__()
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id: 2075
unit: def _load_tif()
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id: 2076
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id: 2077
unit: def _load_tif()
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id: 2078
unit: def _info()
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id: 2079
unit: def __init__()
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id: 2080
unit: def _create_rgb_image()
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id: 2081
unit: def _load_tif()
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id: 2082
unit: def __init__()
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id: 2083
unit: def _split_generators()
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id: 2084
unit: def __init__()
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id: 2085
unit: def _output_dir()
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id: 2086
unit: def _init_accel()
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id: 2087
unit: def _inc_accel()
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id: 2088
unit: def _make_builders()
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id: 2089
unit: def _download_and_prepare()
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id: 2090
unit: def _create_checksum()
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id: 2091
unit: def main()
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id: 2092
unit: def _get_extra_dirs()
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id: 2093
unit: def delete_old_versions()
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id: 2094
unit: def _rename_dir()
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id: 2095
unit: def _add_init_file()
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unit: def export_community_datasets()
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id: 2097
unit: def _list_ds_packages_for_namespace()
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unit: def __init__()
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id: 2100
unit: def _generate_examples()
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unit: def _has_abstract()
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unit: def __init__()
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unit: def __init__()
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unit: def __init__()
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id: 2105
unit: def __init__()
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id: 2111
unit: def parsing_fn()
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id: 2113
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unit: def make_images()
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id: 2119
unit: def write_image_file()
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id: 2120
unit: def _output_dir()
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id: 2122
unit: def _generate_trainval_archive()
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id: 2123
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id: 2124
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id: 2129
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id: 2135
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id: 2136
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id: 2138
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id: 2139
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id: 2141
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id: 2142
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id: 2143
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id: 2144
unit: def tearDownClass()
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id: 2145
unit: def test_registered()
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id: 2146
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id: 2150
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id: 2151
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id: 2152
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id: 2153
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id: 2156
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id: 2288
unit: def as_raw_url()
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id: 2289
unit: def read_bytes()
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id: 2290
unit: def _get_feature()
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id: 2291
unit: def __init__()
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unit: def _make_columns()
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id: 2293
unit: def _make_row_dict()
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id: 2294
unit: def as_dataframe()
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id: 2295
unit: def list_builders()
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id: 2296
unit: def _try_load_from_files_first()
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unit: def _reraise_with_list_builders()
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id: 2299
unit: def _get_shard_boundaries()
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id: 2300
unit: def _get_number_shards()
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unit: def _serialize_shard()
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id: 2302
unit: def _sort_bucket()
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id: 2303
unit: def is_example_file()
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id: 2304
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id: 2308
unit: def seed_prngs()
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id: 2309
unit: def _read_extracted_data()
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id: 2311
unit: def _generate_trainval_archive()
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id: 2314
unit: def tf_example_to_step_ds()
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id: 2315
unit: def _split_generators()
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id: 2316
unit: def tf_example_to_step_ds()
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id: 2317
unit: def get_episode_id()
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id: 2318
unit: def tf_example_to_step_ds()
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id: 2319
unit: def _generate_examples()
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id: 2320
unit: def tf_example_to_step_ds()
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unit: def _generate_examples()
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id: 2322
unit: def _split_generators()
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id: 2323
unit: def _read_texts_file()
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id: 2324
unit: def _read_annot_file()
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id: 2325
unit: def _split_generators()
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id: 2326
unit: def __init__()
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id: 2327
unit: def __init__()
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id: 2328
unit: def get_clean_page_fn()
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id: 2329
unit: def _float_tensor_feature()
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id: 2330
unit: def _image_feature()
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id: 2331
unit: def load_class_hierarchy()
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id: 2332
unit: def _bounce_to_bbox()
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id: 2333
unit: def _get_random_unit_vector()
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id: 2334
unit: def _load_image_set_from_file()
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id: 2335
unit: def __init__()
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id: 2336
unit: def _create_rgb()
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id: 2337
unit: def _init_time()
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unit: def _inc_time()
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unit: def launch_cli()
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unit: def _tree_dict()
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id: 2343
unit: def main()
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unit: def main()
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unit: def _split_generators()
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id: 2353
unit: def _web_evidence_dir()
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unit: def _wiki_evidence_dir()
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id: 2361
unit: def return_same()
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id: 2374
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id: 2378
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id: 2379
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id: 2381
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id: 2382
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id: 2393
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unit: def _generate_examples()
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unit: def __getstate__()
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unit: def __setstate__()
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McCabe index: 1
number of parameters: 1

id: 2769
unit: def _get_msg_id()
file: tensorflow_datasets/text/irc_disentanglement.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 2770
unit: def _split_generators()
file: tensorflow_datasets/text/irc_disentanglement.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2771
unit: def _is_gzip_file()
file: tensorflow_datasets/text/gpt3.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2772
unit: def _make_builder_config()
file: tensorflow_datasets/text/gpt3.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2773
unit: def _train_data_filenames()
file: tensorflow_datasets/text/lm1b.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2774
unit: def _test_data_filenames()
file: tensorflow_datasets/text/lm1b.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2775
unit: def _hash_text()
file: tensorflow_datasets/text/c4_utils.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2776
unit: def citation()
file: tensorflow_datasets/text/wordnet.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2777
unit: def _is_translation_complete()
file: tensorflow_datasets/translate/ted_multi.py
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end line: 0
size: 2 LOC
McCabe index: 3
number of parameters: 1

id: 2778
unit: def get_url()
file: tensorflow_datasets/translate/wmt.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 2779
unit: def get_manual_dl_files()
file: tensorflow_datasets/translate/wmt.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 2780
unit: def get_path()
file: tensorflow_datasets/translate/wmt.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 2781
unit: def _subsets()
file: tensorflow_datasets/translate/wmt.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2782
unit: def _concat_obs()
file: tensorflow_datasets/robomimic/dataset_utils.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 2783
unit: def categories()
file: tensorflow_datasets/object_detection/lvis/lvis.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2784
unit: def images()
file: tensorflow_datasets/object_detection/lvis/lvis.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2785
unit: def get_annotations()
file: tensorflow_datasets/object_detection/lvis/lvis.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 2786
unit: def target_pixels()
file: tensorflow_datasets/object_detection/open_images.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2787
unit: def categories()
file: tensorflow_datasets/object_detection/coco.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2788
unit: def images()
file: tensorflow_datasets/object_detection/coco.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2789
unit: def get_annotations()
file: tensorflow_datasets/object_detection/coco.py
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size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 2790
unit: def get_annotations()
file: tensorflow_datasets/object_detection/coco.py
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size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 2791
unit: def get_annotations()
file: tensorflow_datasets/object_detection/coco.py
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size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 2792
unit: def target_pixels()
file: tensorflow_datasets/object_detection/open_images_challenge2019.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2793
unit: def _build_annotations_index()
file: tensorflow_datasets/video/tao/tao.py
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size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2794
unit: def _build_annotations_index()
file: tensorflow_datasets/video/youtube_vis/youtube_vis.py
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size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2795
unit: def target_pixels()
file: tensorflow_datasets/image_classification/sun.py
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size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2796
unit: def partition()
file: tensorflow_datasets/image_classification/sun.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2797
unit: def quality()
file: tensorflow_datasets/image_classification/sun.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2798
unit: def _imagemagick_bin()
file: tensorflow_datasets/image_classification/corruptions.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 2799
unit: def around_and_astype()
file: tensorflow_datasets/image_classification/corruptions.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2800
unit: def _class_subdir()
file: tensorflow_datasets/image_classification/colorectal_histology.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 2801
unit: def target_pixels()
file: tensorflow_datasets/image_classification/diabetic_retinopathy_detection.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 2802
unit: def _generate_examples()
file: tensorflow_datasets/image_classification/cbis_ddsm.py
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end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 3

id: 2803
unit: def _select_patients_data()
file: tensorflow_datasets/image_classification/cbis_ddsm.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 3
number of parameters: 2

id: 2804
unit: def _collect_path_to_url_infos()
file: tensorflow_datasets/scripts/cleanup/url_filename_recorder.py
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end line: 0
size: 1 LOC
McCabe index: 1
number of parameters: 0

id: 2805
unit: def match()
file: tensorflow_datasets/core/visualization/visualizer.py
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end line: 0
size: 1 LOC
McCabe index: 1
number of parameters: 2

id: 2806
unit: def exists()
file: tensorflow_datasets/core/utils/type_utils.py
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end line: 0
size: 1 LOC
McCabe index: 1
number of parameters: 1

id: 2807
unit: def is_dir()
file: tensorflow_datasets/core/utils/type_utils.py
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end line: 0
size: 1 LOC
McCabe index: 1
number of parameters: 1

id: 2808
unit: def iterdir()
file: tensorflow_datasets/core/utils/type_utils.py
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end line: 0
size: 1 LOC
McCabe index: 1
number of parameters: 1

id: 2809
unit: def glob()
file: tensorflow_datasets/core/utils/type_utils.py
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end line: 0
size: 1 LOC
McCabe index: 1
number of parameters: 2

id: 2810
unit: def resolve()
file: tensorflow_datasets/core/utils/type_utils.py
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end line: 0
size: 1 LOC
McCabe index: 1
number of parameters: 2

id: 2811
unit: def rmdir()
file: tensorflow_datasets/core/utils/type_utils.py
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end line: 0
size: 1 LOC
McCabe index: 1
number of parameters: 1

id: 2812
unit: def rmtree()
file: tensorflow_datasets/core/utils/type_utils.py
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end line: 0
size: 1 LOC
McCabe index: 1
number of parameters: 1

id: 2813
unit: def unlink()
file: tensorflow_datasets/core/utils/type_utils.py
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end line: 0
size: 1 LOC
McCabe index: 1
number of parameters: 2

id: 2814
unit: def rename()
file: tensorflow_datasets/core/utils/type_utils.py
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end line: 0
size: 1 LOC
McCabe index: 1
number of parameters: 2

id: 2815
unit: def replace()
file: tensorflow_datasets/core/utils/type_utils.py
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end line: 0
size: 1 LOC
McCabe index: 1
number of parameters: 2

id: 2816
unit: def copy()
file: tensorflow_datasets/core/utils/type_utils.py
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end line: 0
size: 1 LOC
McCabe index: 1
number of parameters: 3

id: 2817
unit: def annotation_urls()
file: tensorflow_datasets/object_detection/open_images_challenge2019.py
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end line: 0
size: 1 LOC
McCabe index: 1
number of parameters: 1