id: 1
unit: def __init__()
file: petastorm/fs_utils.py
start line: 0
end line: 0
size: 67 LOC
McCabe index: 19
number of parameters: 6

id: 2
unit: def make_reader()
file: petastorm/reader.py
start line: 0
end line: 0
size: 63 LOC
McCabe index: 11
number of parameters: 21

id: 3
unit: def namedtuple_gt_255_fields()
file: petastorm/namedtuple_gt_255_fields.py
start line: 0
end line: 0
size: 55 LOC
McCabe index: 6
number of parameters: 5

id: 4
unit: def make_batch_reader()
file: petastorm/reader.py
start line: 0
end line: 0
size: 54 LOC
McCabe index: 9
number of parameters: 19

id: 5
unit: def __init__()
file: petastorm/reader.py
start line: 0
end line: 0
size: 53 LOC
McCabe index: 20
number of parameters: 17

id: 6
unit: def _worker_bootstrap()
file: petastorm/workers_pool/process_pool.py
start line: 0
end line: 0
size: 53 LOC
McCabe index: 8
number of parameters: 8

id: 7
unit: def train_and_test()
file: examples/mnist/tf_example.py
start line: 0
end line: 0
size: 47 LOC
McCabe index: 6
number of parameters: 4

id: 8
unit: def main()
file: examples/mnist/pytorch_example.py
start line: 0
end line: 0
size: 47 LOC
McCabe index: 9
number of parameters: 0

id: 9
unit: def _parse_args()
file: petastorm/benchmark/cli.py
start line: 0
end line: 0
size: 40 LOC
McCabe index: 2
number of parameters: 1

id: 10
unit: def generate_petastorm_metadata()
file: petastorm/etl/petastorm_generate_metadata.py
start line: 0
end line: 0
size: 37 LOC
McCabe index: 15
number of parameters: 5

id: 11
unit: def imagenet_directory_to_petastorm_dataset()
file: examples/imagenet/generate_petastorm_imagenet.py
start line: 0
end line: 0
size: 35 LOC
McCabe index: 7
number of parameters: 5

id: 12
unit: def from_arrow_schema()
file: petastorm/unischema.py
start line: 0
end line: 0
size: 35 LOC
McCabe index: 13
number of parameters: 3

id: 13
unit: def read_next()
file: petastorm/arrow_reader_worker.py
start line: 0
end line: 0
size: 34 LOC
McCabe index: 10
number of parameters: 4

id: 14
unit: def _main()
file: petastorm/etl/petastorm_generate_metadata.py
start line: 0
end line: 0
size: 34 LOC
McCabe index: 3
number of parameters: 1

id: 15
unit: def materialize_dataset()
file: petastorm/etl/dataset_metadata.py
start line: 0
end line: 0
size: 34 LOC
McCabe index: 7
number of parameters: 6

id: 16
unit: def run()
file: examples/spark_dataset_converter/tensorflow_converter_example.py
start line: 0
end line: 0
size: 33 LOC
McCabe index: 7
number of parameters: 1

id: 17
unit: def _load_rows_with_predicate()
file: petastorm/arrow_reader_worker.py
start line: 0
end line: 0
size: 33 LOC
McCabe index: 7
number of parameters: 5

id: 18
unit: def _load_rows_with_predicate()
file: petastorm/py_dict_reader_worker.py
start line: 0
end line: 0
size: 33 LOC
McCabe index: 14
number of parameters: 5

id: 19
unit: def _numpy_and_codec_from_arrow_type()
file: petastorm/unischema.py
start line: 0
end line: 0
size: 33 LOC
McCabe index: 15
number of parameters: 1

id: 20
unit: def get_results()
file: petastorm/workers_pool/process_pool.py
start line: 0
end line: 0
size: 32 LOC
McCabe index: 16
number of parameters: 1

id: 21
unit: def _add_many()
file: petastorm/reader_impl/pytorch_shuffling_buffer.py
start line: 0
end line: 0
size: 31 LOC
McCabe index: 12
number of parameters: 2

id: 22
unit: def run()
file: examples/spark_dataset_converter/pytorch_converter_example.py
start line: 0
end line: 0
size: 30 LOC
McCabe index: 7
number of parameters: 1

id: 23
unit: def main()
file: petastorm/benchmark/dummy_reader.py
start line: 0
end line: 0
size: 29 LOC
McCabe index: 7
number of parameters: 3

id: 24
unit: def reader_throughput()
file: petastorm/benchmark/throughput.py
start line: 0
end line: 0
size: 29 LOC
McCabe index: 6
number of parameters: 13

id: 25
unit: def process()
file: petastorm/arrow_reader_worker.py
start line: 0
end line: 0
size: 29 LOC
McCabe index: 11
number of parameters: 4

id: 26
unit: def copy_dataset()
file: petastorm/tools/copy_dataset.py
start line: 0
end line: 0
size: 28 LOC
McCabe index: 10
number of parameters: 9

id: 27
unit: def _iter_impl()
file: petastorm/pytorch.py
start line: 0
end line: 0
size: 28 LOC
McCabe index: 10
number of parameters: 1

id: 28
unit: def mnist_data_to_petastorm_dataset()
file: examples/mnist/generate_petastorm_mnist.py
start line: 0
end line: 0
size: 27 LOC
McCabe index: 5
number of parameters: 5

id: 29
unit: def form_ngram()
file: petastorm/ngram.py
start line: 0
end line: 0
size: 26 LOC
McCabe index: 16
number of parameters: 3

id: 30
unit: def args_parser()
file: petastorm/tools/copy_dataset.py
start line: 0
end line: 0
size: 26 LOC
McCabe index: 1
number of parameters: 0

id: 31
unit: def dict_to_spark_row()
file: petastorm/unischema.py
start line: 0
end line: 0
size: 26 LOC
McCabe index: 9
number of parameters: 2

id: 32
unit: def _init_spark()
file: petastorm/etl/dataset_metadata.py
start line: 0
end line: 0
size: 25 LOC
McCabe index: 1
number of parameters: 4

id: 33
unit: def load_row_groups()
file: petastorm/etl/dataset_metadata.py
start line: 0
end line: 0
size: 25 LOC
McCabe index: 9
number of parameters: 1

id: 34
unit: def process()
file: petastorm/py_dict_reader_worker.py
start line: 0
end line: 0
size: 25 LOC
McCabe index: 10
number of parameters: 4

id: 35
unit: def _iter_impl()
file: petastorm/pytorch.py
start line: 0
end line: 0
size: 25 LOC
McCabe index: 12
number of parameters: 1

id: 36
unit: def add_to_dataset_metadata()
file: petastorm/utils.py
start line: 0
end line: 0
size: 25 LOC
McCabe index: 11
number of parameters: 3

id: 37
unit: def walk()
file: petastorm/gcsfs_helpers/gcsfs_wrapper.py
start line: 0
end line: 0
size: 24 LOC
McCabe index: 11
number of parameters: 2

id: 38
unit: def build_rowgroup_index()
file: petastorm/etl/rowgroup_indexing.py
start line: 0
end line: 0
size: 24 LOC
McCabe index: 7
number of parameters: 4

id: 39
unit: def _load_rows()
file: petastorm/arrow_reader_worker.py
start line: 0
end line: 0
size: 23 LOC
McCabe index: 7
number of parameters: 4

id: 40
unit: def encode()
file: petastorm/codecs.py
start line: 0
end line: 0
size: 23 LOC
McCabe index: 11
number of parameters: 3

id: 41
unit: def _apply_predicate_to_row_groups()
file: petastorm/reader.py
start line: 0
end line: 0
size: 23 LOC
McCabe index: 6
number of parameters: 4

id: 42
unit: def __init__()
file: petastorm/workers_pool/ventilator.py
start line: 0
end line: 0
size: 23 LOC
McCabe index: 8
number of parameters: 7

id: 43
unit: def __init__()
file: petastorm/hdfs/namenode.py
start line: 0
end line: 0
size: 23 LOC
McCabe index: 5
number of parameters: 2

id: 44
unit: def make_petastorm_dataset()
file: petastorm/tf_utils.py
start line: 0
end line: 0
size: 23 LOC
McCabe index: 3
number of parameters: 1

id: 45
unit: def run()
file: petastorm/workers_pool/thread_pool.py
start line: 0
end line: 0
size: 22 LOC
McCabe index: 10
number of parameters: 1

id: 46
unit: def __init__()
file: petastorm/weighted_sampling_reader.py
start line: 0
end line: 0
size: 21 LOC
McCabe index: 11
number of parameters: 3

id: 47
unit: def _split_row_groups()
file: petastorm/etl/dataset_metadata.py
start line: 0
end line: 0
size: 21 LOC
McCabe index: 8
number of parameters: 1

id: 48
unit: def _sanitize_field_tf_types()
file: petastorm/tf_utils.py
start line: 0
end line: 0
size: 21 LOC
McCabe index: 17
number of parameters: 1

id: 49
unit: def _wait_file_available()
file: petastorm/spark/spark_dataset_converter.py
start line: 0
end line: 0
size: 21 LOC
McCabe index: 6
number of parameters: 1

id: 50
unit: def main()
file: examples/mnist/tf_example.py
start line: 0
end line: 0
size: 20 LOC
McCabe index: 1
number of parameters: 0

id: 51
unit: def encode()
file: petastorm/codecs.py
start line: 0
end line: 0
size: 20 LOC
McCabe index: 6
number of parameters: 3

id: 52
unit: def decode_row()
file: petastorm/utils.py
start line: 0
end line: 0
size: 20 LOC
McCabe index: 8
number of parameters: 2

id: 53
unit: def transform_schema()
file: petastorm/transform.py
start line: 0
end line: 0
size: 20 LOC
McCabe index: 11
number of parameters: 2

id: 54
unit: def get_results()
file: petastorm/workers_pool/thread_pool.py
start line: 0
end line: 0
size: 20 LOC
McCabe index: 13
number of parameters: 1

id: 55
unit: def _numpy_to_spark_mapping()
file: petastorm/unischema.py
start line: 0
end line: 0
size: 20 LOC
McCabe index: 2
number of parameters: 0

id: 56
unit: def __iter__()
file: petastorm/pytorch.py
start line: 0
end line: 0
size: 19 LOC
McCabe index: 7
number of parameters: 1

id: 57
unit: def match_unischema_fields()
file: petastorm/unischema.py
start line: 0
end line: 0
size: 19 LOC
McCabe index: 10
number of parameters: 2

id: 58
unit: def __enter__()
file: petastorm/spark/spark_dataset_converter.py
start line: 0
end line: 0
size: 19 LOC
McCabe index: 5
number of parameters: 1

id: 59
unit: def train()
file: examples/spark_dataset_converter/pytorch_converter_example.py
start line: 0
end line: 0
size: 18 LOC
McCabe index: 4
number of parameters: 4

id: 60
unit: def test()
file: examples/spark_dataset_converter/pytorch_converter_example.py
start line: 0
end line: 0
size: 18 LOC
McCabe index: 2
number of parameters: 2

id: 61
unit: def _time_multiple_iterations()
file: petastorm/benchmark/throughput.py
start line: 0
end line: 0
size: 18 LOC
McCabe index: 4
number of parameters: 4

id: 62
unit: def get_schema()
file: petastorm/etl/dataset_metadata.py
start line: 0
end line: 0
size: 18 LOC
McCabe index: 3
number of parameters: 1

id: 63
unit: def _sanitize_pytorch_types()
file: petastorm/pytorch.py
start line: 0
end line: 0
size: 18 LOC
McCabe index: 12
number of parameters: 1

id: 64
unit: def get_filesystem_and_path_or_paths()
file: petastorm/fs_utils.py
start line: 0
end line: 0
size: 18 LOC
McCabe index: 8
number of parameters: 2

id: 65
unit: def start()
file: petastorm/workers_pool/thread_pool.py
start line: 0
end line: 0
size: 18 LOC
McCabe index: 6
number of parameters: 4

id: 66
unit: def _cache_df_or_retrieve_cache_data_url()
file: petastorm/spark/spark_dataset_converter.py
start line: 0
end line: 0
size: 18 LOC
McCabe index: 7
number of parameters: 5

id: 67
unit: def _check_dataset_file_median_size()
file: petastorm/spark/spark_dataset_converter.py
start line: 0
end line: 0
size: 18 LOC
McCabe index: 6
number of parameters: 1

id: 68
unit: def _read_with_shuffle_row_drop()
file: petastorm/arrow_reader_worker.py
start line: 0
end line: 0
size: 17 LOC
McCabe index: 5
number of parameters: 5

id: 69
unit: def _generate_num_row_groups_per_file()
file: petastorm/etl/dataset_metadata.py
start line: 0
end line: 0
size: 17 LOC
McCabe index: 5
number of parameters: 3

id: 70
unit: def _index_columns()
file: petastorm/etl/rowgroup_indexing.py
start line: 0
end line: 0
size: 17 LOC
McCabe index: 7
number of parameters: 6

id: 71
unit: def read_next()
file: petastorm/py_dict_reader_worker.py
start line: 0
end line: 0
size: 17 LOC
McCabe index: 9
number of parameters: 4

id: 72
unit: def _ventilate()
file: petastorm/workers_pool/ventilator.py
start line: 0
end line: 0
size: 17 LOC
McCabe index: 12
number of parameters: 1

id: 73
unit: def _keep_retrying_while_zmq_again()
file: petastorm/workers_pool/process_pool.py
start line: 0
end line: 0
size: 17 LOC
McCabe index: 9
number of parameters: 3

id: 74
unit: def start()
file: petastorm/workers_pool/process_pool.py
start line: 0
end line: 0
size: 17 LOC
McCabe index: 3
number of parameters: 4

id: 75
unit: def _convert_precision()
file: petastorm/spark/spark_dataset_converter.py
start line: 0
end line: 0
size: 17 LOC
McCabe index: 9
number of parameters: 2

id: 76
unit: def test()
file: examples/mnist/pytorch_example.py
start line: 0
end line: 0
size: 16 LOC
McCabe index: 2
number of parameters: 3

id: 77
unit: def _time_warmup_and_work()
file: petastorm/benchmark/throughput.py
start line: 0
end line: 0
size: 16 LOC
McCabe index: 2
number of parameters: 4

id: 78
unit: def _validate_ngram()
file: petastorm/ngram.py
start line: 0
end line: 0
size: 16 LOC
McCabe index: 15
number of parameters: 5

id: 79
unit: def encode()
file: petastorm/codecs.py
start line: 0
end line: 0
size: 16 LOC
McCabe index: 4
number of parameters: 3

id: 80
unit: def encode()
file: petastorm/codecs.py
start line: 0
end line: 0
size: 16 LOC
McCabe index: 4
number of parameters: 3

id: 81
unit: def _check_rank_and_size_consistent_with_horovod()
file: petastorm/spark/spark_dataset_converter.py
start line: 0
end line: 0
size: 16 LOC
McCabe index: 5
number of parameters: 1

id: 82
unit: def forward()
file: examples/spark_dataset_converter/pytorch_converter_example.py
start line: 0
end line: 0
size: 15 LOC
McCabe index: 1
number of parameters: 2

id: 83
unit: def pyspark_hello_world()
file: examples/hello_world/petastorm_dataset/pyspark_hello_world.py
start line: 0
end line: 0
size: 15 LOC
McCabe index: 1
number of parameters: 1

id: 84
unit: def _main()
file: petastorm/benchmark/cli.py
start line: 0
end line: 0
size: 15 LOC
McCabe index: 3
number of parameters: 1

id: 85
unit: def get()
file: petastorm/pyarrow_helpers/batching_table_queue.py
start line: 0
end line: 0
size: 15 LOC
McCabe index: 4
number of parameters: 1

id: 86
unit: def _filter_row_groups()
file: petastorm/reader.py
start line: 0
end line: 0
size: 15 LOC
McCabe index: 5
number of parameters: 7

id: 87
unit: def _create_ventilator()
file: petastorm/reader.py
start line: 0
end line: 0
size: 15 LOC
McCabe index: 3
number of parameters: 7

id: 88
unit: def make_torch_dataloader()
file: petastorm/spark/spark_dataset_converter.py
start line: 0
end line: 0
size: 15 LOC
McCabe index: 1
number of parameters: 7

id: 89
unit: def generate_petastorm_dataset()
file: examples/hello_world/petastorm_dataset/generate_petastorm_dataset.py
start line: 0
end line: 0
size: 14 LOC
McCabe index: 1
number of parameters: 1

id: 90
unit: def __init__()
file: petastorm/arrow_reader_worker.py
start line: 0
end line: 0
size: 14 LOC
McCabe index: 2
number of parameters: 4

id: 91
unit: def _read_with_shuffle_row_drop()
file: petastorm/py_dict_reader_worker.py
start line: 0
end line: 0
size: 14 LOC
McCabe index: 3
number of parameters: 5

id: 92
unit: def add_many()
file: petastorm/reader_impl/shuffling_buffer.py
start line: 0
end line: 0
size: 14 LOC
McCabe index: 3
number of parameters: 2

id: 93
unit: def get_results()
file: petastorm/workers_pool/dummy_pool.py
start line: 0
end line: 0
size: 14 LOC
McCabe index: 9
number of parameters: 1

id: 94
unit: def resolve_hdfs_name_service()
file: petastorm/hdfs/namenode.py
start line: 0
end line: 0
size: 14 LOC
McCabe index: 5
number of parameters: 2

id: 95
unit: def dataset_as_rdd()
file: petastorm/spark_utils.py
start line: 0
end line: 0
size: 14 LOC
McCabe index: 4
number of parameters: 4

id: 96
unit: def tensorflow_hello_world()
file: examples/hello_world/petastorm_dataset/tensorflow_hello_world.py
start line: 0
end line: 0
size: 13 LOC
McCabe index: 1
number of parameters: 1

id: 97
unit: def tensorflow_hello_world()
file: examples/hello_world/external_dataset/tensorflow_hello_world.py
start line: 0
end line: 0
size: 13 LOC
McCabe index: 1
number of parameters: 1

id: 98
unit: def depickle_legacy_package_name_compatible()
file: petastorm/etl/legacy.py
start line: 0
end line: 0
size: 13 LOC
McCabe index: 4
number of parameters: 1

id: 99
unit: def get_row_group_indexes()
file: petastorm/etl/rowgroup_indexing.py
start line: 0
end line: 0
size: 13 LOC
McCabe index: 3
number of parameters: 1

id: 100
unit: def build_index()
file: petastorm/etl/rowgroup_indexers.py
start line: 0
end line: 0
size: 13 LOC
McCabe index: 8
number of parameters: 3

id: 101
unit: def retrieve()
file: petastorm/reader_impl/pytorch_shuffling_buffer.py
start line: 0
end line: 0
size: 13 LOC
McCabe index: 6
number of parameters: 1

id: 102
unit: def resolve_default_hdfs_service()
file: petastorm/hdfs/namenode.py
start line: 0
end line: 0
size: 13 LOC
McCabe index: 3
number of parameters: 1

id: 103
unit: def create_schema_view()
file: petastorm/unischema.py
start line: 0
end line: 0
size: 13 LOC
McCabe index: 11
number of parameters: 2

id: 104
unit: def _get_parent_cache_dir_url()
file: petastorm/spark/spark_dataset_converter.py
start line: 0
end line: 0
size: 13 LOC
McCabe index: 2
number of parameters: 0

id: 105
unit: def _materialize_df()
file: petastorm/spark/spark_dataset_converter.py
start line: 0
end line: 0
size: 13 LOC
McCabe index: 1
number of parameters: 5

id: 106
unit: def _arg_parser()
file: examples/mnist/generate_petastorm_mnist.py
start line: 0
end line: 0
size: 12 LOC
McCabe index: 1
number of parameters: 0

id: 107
unit: def train()
file: examples/mnist/pytorch_example.py
start line: 0
end line: 0
size: 12 LOC
McCabe index: 3
number of parameters: 6

id: 108
unit: def get_compiled_model()
file: examples/spark_dataset_converter/tensorflow_converter_example.py
start line: 0
end line: 0
size: 12 LOC
McCabe index: 1
number of parameters: 1

id: 109
unit: def generate_external_dataset()
file: examples/hello_world/external_dataset/generate_external_dataset.py
start line: 0
end line: 0
size: 12 LOC
McCabe index: 1
number of parameters: 1

id: 110
unit: def _time_warmup_and_work_tf()
file: petastorm/benchmark/throughput.py
start line: 0
end line: 0
size: 12 LOC
McCabe index: 1
number of parameters: 5

id: 111
unit: def __init__()
file: petastorm/predicates.py
start line: 0
end line: 0
size: 12 LOC
McCabe index: 4
number of parameters: 4

id: 112
unit: def __init__()
file: petastorm/local_disk_cache.py
start line: 0
end line: 0
size: 12 LOC
McCabe index: 2
number of parameters: 7

id: 113
unit: def get()
file: petastorm/local_disk_arrow_table_cache.py
start line: 0
end line: 0
size: 12 LOC
McCabe index: 2
number of parameters: 3

id: 114
unit: def generate_datapoint()
file: petastorm/generator.py
start line: 0
end line: 0
size: 12 LOC
McCabe index: 5
number of parameters: 1

id: 115
unit: def decimal_friendly_collate()
file: petastorm/pytorch.py
start line: 0
end line: 0
size: 12 LOC
McCabe index: 8
number of parameters: 1

id: 116
unit: def join()
file: petastorm/workers_pool/thread_pool.py
start line: 0
end line: 0
size: 12 LOC
McCabe index: 7
number of parameters: 1

id: 117
unit: def __init__()
file: petastorm/workers_pool/process_pool.py
start line: 0
end line: 0
size: 12 LOC
McCabe index: 2
number of parameters: 4

id: 118
unit: def _try_next_namenode()
file: petastorm/hdfs/namenode.py
start line: 0
end line: 0
size: 12 LOC
McCabe index: 7
number of parameters: 4

id: 119
unit: def _field_spark_dtype()
file: petastorm/unischema.py
start line: 0
end line: 0
size: 12 LOC
McCabe index: 5
number of parameters: 1

id: 120
unit: def make_namedtuple_tf_ngram()
file: petastorm/tf_utils.py
start line: 0
end line: 0
size: 12 LOC
McCabe index: 6
number of parameters: 4

id: 121
unit: def _transform_row()
file: examples/mnist/pytorch_example.py
start line: 0
end line: 0
size: 11 LOC
McCabe index: 2
number of parameters: 1

id: 122
unit: def _arg_parser()
file: examples/imagenet/generate_petastorm_imagenet.py
start line: 0
end line: 0
size: 11 LOC
McCabe index: 1
number of parameters: 0

id: 123
unit: def _create_worker_pool()
file: petastorm/benchmark/throughput.py
start line: 0
end line: 0
size: 11 LOC
McCabe index: 5
number of parameters: 4

id: 124
unit: def _cli_spark_session_config_to_dict()
file: petastorm/tools/spark_session_cli.py
start line: 0
end line: 0
size: 11 LOC
McCabe index: 4
number of parameters: 1

id: 125
unit: def isdir()
file: petastorm/gcsfs_helpers/gcsfs_wrapper.py
start line: 0
end line: 0
size: 11 LOC
McCabe index: 4
number of parameters: 2

id: 126
unit: def __init__()
file: petastorm/py_dict_reader_worker.py
start line: 0
end line: 0
size: 11 LOC
McCabe index: 1
number of parameters: 4

id: 127
unit: def _partition_row_groups()
file: petastorm/reader.py
start line: 0
end line: 0
size: 11 LOC
McCabe index: 8
number of parameters: 6

id: 128
unit: def _apply_row_group_selector()
file: petastorm/reader.py
start line: 0
end line: 0
size: 11 LOC
McCabe index: 5
number of parameters: 4

id: 129
unit: def __next__()
file: petastorm/reader.py
start line: 0
end line: 0
size: 11 LOC
McCabe index: 3
number of parameters: 1

id: 130
unit: def __init__()
file: petastorm/workers_pool/thread_pool.py
start line: 0
end line: 0
size: 11 LOC
McCabe index: 2
number of parameters: 4

id: 131
unit: def exec_in_new_process()
file: petastorm/workers_pool/exec_in_new_process.py
start line: 0
end line: 0
size: 11 LOC
McCabe index: 2
number of parameters: 3

id: 132
unit: def join()
file: petastorm/workers_pool/process_pool.py
start line: 0
end line: 0
size: 11 LOC
McCabe index: 4
number of parameters: 1

id: 133
unit: def failover_all_class_methods()
file: petastorm/hdfs/namenode.py
start line: 0
end line: 0
size: 11 LOC
McCabe index: 3
number of parameters: 1

id: 134
unit: def hdfs_connect_namenode()
file: petastorm/hdfs/namenode.py
start line: 0
end line: 0
size: 11 LOC
McCabe index: 10
number of parameters: 4

id: 135
unit: def __init__()
file: petastorm/unischema.py
start line: 0
end line: 0
size: 11 LOC
McCabe index: 5
number of parameters: 3

id: 136
unit: def _tf_tensors_nonngram()
file: petastorm/tf_utils.py
start line: 0
end line: 0
size: 11 LOC
McCabe index: 4
number of parameters: 3

id: 137
unit: def tf_tensors()
file: petastorm/tf_utils.py
start line: 0
end line: 0
size: 11 LOC
McCabe index: 5
number of parameters: 3

id: 138
unit: def _default_delete_dir_handler()
file: petastorm/spark/spark_dataset_converter.py
start line: 0
end line: 0
size: 11 LOC
McCabe index: 4
number of parameters: 1

id: 139
unit: def _get_horovod_rank_and_size()
file: petastorm/spark/spark_dataset_converter.py
start line: 0
end line: 0
size: 11 LOC
McCabe index: 6
number of parameters: 0

id: 140
unit: def __init__()
file: petastorm/spark/spark_dataset_converter.py
start line: 0
end line: 0
size: 11 LOC
McCabe index: 1
number of parameters: 6

id: 141
unit: def _check_parent_cache_dir_url()
file: petastorm/spark/spark_dataset_converter.py
start line: 0
end line: 0
size: 11 LOC
McCabe index: 5
number of parameters: 1

id: 142
unit: def _check_shape_and_ravel()
file: petastorm/arrow_reader_worker.py
start line: 0
end line: 0
size: 10 LOC
McCabe index: 4
number of parameters: 2

id: 143
unit: def configure_spark()
file: petastorm/tools/spark_session_cli.py
start line: 0
end line: 0
size: 10 LOC
McCabe index: 5
number of parameters: 2

id: 144
unit: def _split_row_groups_from_footers()
file: petastorm/etl/dataset_metadata.py
start line: 0
end line: 0
size: 10 LOC
McCabe index: 4
number of parameters: 1

id: 145
unit: def build_index()
file: petastorm/etl/rowgroup_indexers.py
start line: 0
end line: 0
size: 10 LOC
McCabe index: 5
number of parameters: 3

id: 146
unit: def decode()
file: petastorm/codecs.py
start line: 0
end line: 0
size: 10 LOC
McCabe index: 5
number of parameters: 3

id: 147
unit: def _make_batch()
file: petastorm/reader_impl/pytorch_shuffling_buffer.py
start line: 0
end line: 0
size: 10 LOC
McCabe index: 6
number of parameters: 1

id: 148
unit: def __init__()
file: petastorm/reader_impl/pytorch_shuffling_buffer.py
start line: 0
end line: 0
size: 10 LOC
McCabe index: 1
number of parameters: 5

id: 149
unit: def retrieve()
file: petastorm/reader_impl/shuffling_buffer.py
start line: 0
end line: 0
size: 10 LOC
McCabe index: 3
number of parameters: 1

id: 150
unit: def stop()
file: petastorm/workers_pool/process_pool.py
start line: 0
end line: 0
size: 10 LOC
McCabe index: 3
number of parameters: 1

id: 151
unit: def get()
file: petastorm/unischema.py
start line: 0
end line: 0
size: 10 LOC
McCabe index: 4
number of parameters: 2

id: 152
unit: def create_cached_dataframe_meta()
file: petastorm/spark/spark_dataset_converter.py
start line: 0
end line: 0
size: 10 LOC
McCabe index: 1
number of parameters: 6

id: 153
unit: def _convert_vector()
file: petastorm/spark/spark_dataset_converter.py
start line: 0
end line: 0
size: 10 LOC
McCabe index: 4
number of parameters: 2

id: 154
unit: def _main()
file: petastorm/tools/copy_dataset.py
start line: 0
end line: 0
size: 9 LOC
McCabe index: 2
number of parameters: 1

id: 155
unit: def compat_table_columns_gen()
file: petastorm/compat.py
start line: 0
end line: 0
size: 9 LOC
McCabe index: 4
number of parameters: 1

id: 156
unit: def __init__()
file: petastorm/pytorch.py
start line: 0
end line: 0
size: 9 LOC
McCabe index: 2
number of parameters: 5

id: 157
unit: def _yield_batches()
file: petastorm/pytorch.py
start line: 0
end line: 0
size: 9 LOC
McCabe index: 6
number of parameters: 2

id: 158
unit: def __init__()
file: petastorm/pytorch.py
start line: 0
end line: 0
size: 9 LOC
McCabe index: 3
number of parameters: 5

id: 159
unit: def __init__()
file: petastorm/workers_pool/thread_pool.py
start line: 0
end line: 0
size: 9 LOC
McCabe index: 2
number of parameters: 6

id: 160
unit: def _stop_aware_put()
file: petastorm/workers_pool/thread_pool.py
start line: 0
end line: 0
size: 9 LOC
McCabe index: 4
number of parameters: 2

id: 161
unit: def __call__()
file: petastorm/hdfs/namenode.py
start line: 0
end line: 0
size: 9 LOC
McCabe index: 3
number of parameters: 4

id: 162
unit: def _flatten()
file: petastorm/tf_utils.py
start line: 0
end line: 0
size: 9 LOC
McCabe index: 3
number of parameters: 1

id: 163
unit: def _set_shape()
file: petastorm/tf_utils.py
start line: 0
end line: 0
size: 9 LOC
McCabe index: 5
number of parameters: 3

id: 164
unit: def __enter__()
file: petastorm/spark/spark_dataset_converter.py
start line: 0
end line: 0
size: 9 LOC
McCabe index: 2
number of parameters: 1

id: 165
unit: def forward()
file: examples/mnist/pytorch_example.py
start line: 0
end line: 0
size: 8 LOC
McCabe index: 1
number of parameters: 2

id: 166
unit: def __init__()
file: examples/spark_dataset_converter/pytorch_converter_example.py
start line: 0
end line: 0
size: 8 LOC
McCabe index: 1
number of parameters: 1

id: 167
unit: def _create_concurrent_executor()
file: petastorm/benchmark/throughput.py
start line: 0
end line: 0
size: 8 LOC
McCabe index: 3
number of parameters: 2

id: 168
unit: def convert_fields()
file: petastorm/ngram.py
start line: 0
end line: 0
size: 8 LOC
McCabe index: 8
number of parameters: 3

id: 169
unit: def isfile()
file: petastorm/gcsfs_helpers/gcsfs_wrapper.py
start line: 0
end line: 0
size: 8 LOC
McCabe index: 3
number of parameters: 2

id: 170
unit: def __add__()
file: petastorm/etl/rowgroup_indexers.py
start line: 0
end line: 0
size: 8 LOC
McCabe index: 4
number of parameters: 2

id: 171
unit: def _is_compliant_shape()
file: petastorm/codecs.py
start line: 0
end line: 0
size: 8 LOC
McCabe index: 6
number of parameters: 2

id: 172
unit: def _apply_transform_spec()
file: petastorm/py_dict_reader_worker.py
start line: 0
end line: 0
size: 8 LOC
McCabe index: 6
number of parameters: 2

id: 173
unit: def _load_rows()
file: petastorm/py_dict_reader_worker.py
start line: 0
end line: 0
size: 8 LOC
McCabe index: 5
number of parameters: 4

id: 174
unit: def _monitor_thread_function()
file: petastorm/workers_pool/process_pool.py
start line: 0
end line: 0
size: 8 LOC
McCabe index: 5
number of parameters: 1

id: 175
unit: def _load_site_xml_into_dict()
file: petastorm/hdfs/namenode.py
start line: 0
end line: 0
size: 8 LOC
McCabe index: 3
number of parameters: 3

id: 176
unit: def __init__()
file: petastorm/hdfs/namenode.py
start line: 0
end line: 0
size: 8 LOC
McCabe index: 1
number of parameters: 4

id: 177
unit: def make_namedtuple()
file: petastorm/unischema.py
start line: 0
end line: 0
size: 8 LOC
McCabe index: 3
number of parameters: 2

id: 178
unit: def _numpy_to_tf_dtypes()
file: petastorm/tf_utils.py
start line: 0
end line: 0
size: 8 LOC
McCabe index: 4
number of parameters: 1

id: 179
unit: def make_tf_dataset()
file: petastorm/spark/spark_dataset_converter.py
start line: 0
end line: 0
size: 8 LOC
McCabe index: 1
number of parameters: 0

id: 180
unit: def __init__()
file: examples/mnist/pytorch_example.py
start line: 0
end line: 0
size: 7 LOC
McCabe index: 1
number of parameters: 1

id: 181
unit: def get_mnist_dir()
file: examples/spark_dataset_converter/utils.py
start line: 0
end line: 0
size: 7 LOC
McCabe index: 3
number of parameters: 0

id: 182
unit: def download_nouns_mapping()
file: examples/imagenet/generate_petastorm_imagenet.py
start line: 0
end line: 0
size: 7 LOC
McCabe index: 2
number of parameters: 0

id: 183
unit: def make_namedtuple()
file: petastorm/ngram.py
start line: 0
end line: 0
size: 7 LOC
McCabe index: 2
number of parameters: 3

id: 184
unit: def __eq__()
file: petastorm/ngram.py
start line: 0
end line: 0
size: 7 LOC
McCabe index: 4
number of parameters: 2

id: 185
unit: def add_configure_spark_arguments()
file: petastorm/tools/spark_session_cli.py
start line: 0
end line: 0
size: 7 LOC
McCabe index: 1
number of parameters: 1

id: 186
unit: def _cleanup_spark()
file: petastorm/etl/dataset_metadata.py
start line: 0
end line: 0
size: 7 LOC
McCabe index: 3
number of parameters: 3

id: 187
unit: def infer_or_load_unischema()
file: petastorm/etl/dataset_metadata.py
start line: 0
end line: 0
size: 7 LOC
McCabe index: 2
number of parameters: 1

id: 188
unit: def __add__()
file: petastorm/etl/rowgroup_indexers.py
start line: 0
end line: 0
size: 7 LOC
McCabe index: 3
number of parameters: 2

id: 189
unit: def __init__()
file: petastorm/reader_impl/shuffling_buffer.py
start line: 0
end line: 0
size: 7 LOC
McCabe index: 1
number of parameters: 4

id: 190
unit: def normalize_dataset_url_or_urls()
file: petastorm/reader.py
start line: 0
end line: 0
size: 7 LOC
McCabe index: 4
number of parameters: 1

id: 191
unit: def _normalize_shuffle_options()
file: petastorm/reader.py
start line: 0
end line: 0
size: 7 LOC
McCabe index: 5
number of parameters: 2

id: 192
unit: def __init__()
file: petastorm/transform.py
start line: 0
end line: 0
size: 7 LOC
McCabe index: 5
number of parameters: 5

id: 193
unit: def _build_error_string()
file: petastorm/hdfs/namenode.py
start line: 0
end line: 0
size: 7 LOC
McCabe index: 2
number of parameters: 2

id: 194
unit: def _new_gt_255_compatible_namedtuple()
file: petastorm/unischema.py
start line: 0
end line: 0
size: 7 LOC
McCabe index: 5
number of parameters: 2

id: 195
unit: def __str__()
file: petastorm/unischema.py
start line: 0
end line: 0
size: 7 LOC
McCabe index: 2
number of parameters: 1

id: 196
unit: def as_spark_schema()
file: petastorm/unischema.py
start line: 0
end line: 0
size: 7 LOC
McCabe index: 2
number of parameters: 1

id: 197
unit: def insert_explicit_nulls()
file: petastorm/unischema.py
start line: 0
end line: 0
size: 7 LOC
McCabe index: 4
number of parameters: 2

id: 198
unit: def _fullmatch()
file: petastorm/unischema.py
start line: 0
end line: 0
size: 7 LOC
McCabe index: 4
number of parameters: 3

id: 199
unit: def _schema_to_tf_dtypes_ngram()
file: petastorm/tf_utils.py
start line: 0
end line: 0
size: 7 LOC
McCabe index: 3
number of parameters: 2

id: 200
unit: def _shuffling_queue()
file: petastorm/tf_utils.py
start line: 0
end line: 0
size: 7 LOC
McCabe index: 3
number of parameters: 4

id: 201
unit: def _tf_tensors_ngram()
file: petastorm/tf_utils.py
start line: 0
end line: 0
size: 7 LOC
McCabe index: 3
number of parameters: 3

id: 202
unit: def _ngrams_generator()
file: petastorm/tf_utils.py
start line: 0
end line: 0
size: 7 LOC
McCabe index: 3
number of parameters: 1

id: 203
unit: def __init__()
file: petastorm/spark/spark_dataset_converter.py
start line: 0
end line: 0
size: 7 LOC
McCabe index: 1
number of parameters: 0

id: 204
unit: def __init__()
file: petastorm/spark/spark_dataset_converter.py
start line: 0
end line: 0
size: 7 LOC
McCabe index: 1
number of parameters: 6

id: 205
unit: def _remove_cache_metadata_and_data()
file: petastorm/spark/spark_dataset_converter.py
start line: 0
end line: 0
size: 7 LOC
McCabe index: 3
number of parameters: 1

id: 206
unit: def download_mnist_libsvm()
file: examples/spark_dataset_converter/utils.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 1

id: 207
unit: def __init__()
file: petastorm/ngram.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 5

id: 208
unit: def resolve_regex_field_names()
file: petastorm/ngram.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 3
number of parameters: 2

id: 209
unit: def __init__()
file: petastorm/predicates.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 2
number of parameters: 4

id: 210
unit: def __init__()
file: petastorm/predicates.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 3
number of parameters: 3

id: 211
unit: def compat_get_metadata()
file: petastorm/compat.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 2
number of parameters: 2

id: 212
unit: def compat_piece_read()
file: petastorm/compat.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 2
number of parameters: 3

id: 213
unit: def compat_make_parquet_piece()
file: petastorm/compat.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 2
number of parameters: 3

id: 214
unit: def get()
file: petastorm/local_disk_cache.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 2
number of parameters: 3

id: 215
unit: def _split_piece()
file: petastorm/etl/dataset_metadata.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 2
number of parameters: 2

id: 216
unit: def _get_serialization_context()
file: petastorm/reader_impl/pyarrow_serializer.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 2
number of parameters: 1

id: 217
unit: def __init__()
file: petastorm/reader_impl/pytorch_shuffling_buffer.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 2

id: 218
unit: def _add_many()
file: petastorm/reader_impl/pytorch_shuffling_buffer.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 2
number of parameters: 2

id: 219
unit: def serialize()
file: petastorm/reader_impl/arrow_table_serializer.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 2

id: 220
unit: def select_row_groups()
file: petastorm/selectors.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 2
number of parameters: 2

id: 221
unit: def reset()
file: petastorm/reader.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 3
number of parameters: 1

id: 222
unit: def _yield_batches()
file: petastorm/pytorch.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 4
number of parameters: 2

id: 223
unit: def normalize_dir_url()
file: petastorm/fs_utils.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 4
number of parameters: 1

id: 224
unit: def __init__()
file: petastorm/workers_pool/dummy_pool.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 2

id: 225
unit: def _create_local_socket_on_random_port()
file: petastorm/workers_pool/process_pool.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 2
number of parameters: 3

id: 226
unit: def _wait_for_workers_to_start()
file: petastorm/workers_pool/process_pool.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 2
number of parameters: 1

id: 227
unit: def ventilate()
file: petastorm/workers_pool/process_pool.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 2
number of parameters: 3

id: 228
unit: def diagnostics()
file: petastorm/workers_pool/process_pool.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 1

id: 229
unit: def __init__()
file: petastorm/hdfs/namenode.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 4

id: 230
unit: def _unflatten_and_set_shape()
file: petastorm/tf_utils.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 3
number of parameters: 3

id: 231
unit: def register_delete_dir_handler()
file: petastorm/spark/spark_dataset_converter.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 2
number of parameters: 1

id: 232
unit: def _check_and_set_overriden_petastorm_args()
file: petastorm/spark/spark_dataset_converter.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 3
number of parameters: 3

id: 233
unit: def _check_url()
file: petastorm/spark/spark_dataset_converter.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 2
number of parameters: 1

id: 234
unit: def python_hello_world()
file: examples/hello_world/external_dataset/python_hello_world.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 2
number of parameters: 1

id: 235
unit: def __iter__()
file: petastorm/benchmark/dummy_reader.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 2
number of parameters: 1

id: 236
unit: def _ngram_pass_threshold()
file: petastorm/ngram.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 4
number of parameters: 2

id: 237
unit: def do_include()
file: petastorm/predicates.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 3
number of parameters: 2

id: 238
unit: def get_fields()
file: petastorm/predicates.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 2
number of parameters: 1

id: 239
unit: def do_include()
file: petastorm/predicates.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 2
number of parameters: 2

id: 240
unit: def compat_column_data()
file: petastorm/compat.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 2
number of parameters: 1

id: 241
unit: def compat_with_metadata()
file: petastorm/compat.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 2
number of parameters: 2

id: 242
unit: def compat_schema_field()
file: petastorm/compat.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 2
number of parameters: 2

id: 243
unit: def __exit__()
file: petastorm/weighted_sampling_reader.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 3
number of parameters: 4

id: 244
unit: def get_schema_from_dataset_url()
file: petastorm/etl/dataset_metadata.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 2

id: 245
unit: def _select_cols()
file: petastorm/py_dict_reader_worker.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 3
number of parameters: 2

id: 246
unit: def __getstate__()
file: petastorm/reader_impl/pyarrow_serializer.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 3
number of parameters: 1

id: 247
unit: def get_index_names()
file: petastorm/selectors.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 2
number of parameters: 1

id: 248
unit: def select_row_groups()
file: petastorm/selectors.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 2
number of parameters: 2

id: 249
unit: def get_index_names()
file: petastorm/selectors.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 2
number of parameters: 1

id: 250
unit: def select_row_groups()
file: petastorm/selectors.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 2
number of parameters: 2

id: 251
unit: def __init__()
file: petastorm/pyarrow_helpers/batching_table_queue.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 2

id: 252
unit: def put()
file: petastorm/pyarrow_helpers/batching_table_queue.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 3
number of parameters: 2

id: 253
unit: def run_in_subprocess()
file: petastorm/utils.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 3

id: 254
unit: def start()
file: petastorm/workers_pool/dummy_pool.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 2
number of parameters: 4

id: 255
unit: def reset()
file: petastorm/workers_pool/ventilator.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 2
number of parameters: 1

id: 256
unit: def stop()
file: petastorm/workers_pool/ventilator.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 2
number of parameters: 1

id: 257
unit: def _setsockopt()
file: petastorm/workers_pool/process_pool.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 2
number of parameters: 3

id: 258
unit: def connect_to_either_namenode()
file: petastorm/hdfs/namenode.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 2
number of parameters: 3

id: 259
unit: def _delete_cache_data_atexit()
file: petastorm/spark/spark_dataset_converter.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 2
number of parameters: 1

id: 260
unit: def _gen_cache_dir_name()
file: petastorm/spark/spark_dataset_converter.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 261
unit: def make_spark_converter()
file: petastorm/spark/spark_dataset_converter.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 262
unit: def download_mnist_data()
file: examples/mnist/generate_petastorm_mnist.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 2

id: 263
unit: def train()
file: examples/spark_dataset_converter/tensorflow_converter_example.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 3

id: 264
unit: def python_hello_world()
file: examples/hello_world/petastorm_dataset/python_hello_world.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 2
number of parameters: 1

id: 265
unit: def row_generator()
file: examples/hello_world/petastorm_dataset/generate_petastorm_dataset.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 1

id: 266
unit: def pytorch_hello_world()
file: examples/hello_world/petastorm_dataset/pytorch_hello_world.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 1

id: 267
unit: def pytorch_hello_world()
file: examples/hello_world/external_dataset/pytorch_hello_world.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 1

id: 268
unit: def get_field_names_at_timestep()
file: petastorm/ngram.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 3
number of parameters: 2

id: 269
unit: def do_include()
file: petastorm/predicates.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 2
number of parameters: 2

id: 270
unit: def __init__()
file: petastorm/predicates.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 2
number of parameters: 2

id: 271
unit: def __next__()
file: petastorm/weighted_sampling_reader.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 1

id: 272
unit: def _generate_unischema_metadata()
file: petastorm/etl/dataset_metadata.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 3
number of parameters: 2

id: 273
unit: def _combine_indexers()
file: petastorm/etl/rowgroup_indexing.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 3
number of parameters: 2

id: 274
unit: def __init__()
file: petastorm/etl/rowgroup_indexers.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 3

id: 275
unit: def __init__()
file: petastorm/etl/rowgroup_indexers.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 3

id: 276
unit: def __init__()
file: petastorm/codecs.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 3

id: 277
unit: def _merge_two_dicts()
file: petastorm/py_dict_reader_worker.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 2

id: 278
unit: def retrieve()
file: petastorm/reader_impl/pytorch_shuffling_buffer.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 1

id: 279
unit: def deserialize()
file: petastorm/reader_impl/arrow_table_serializer.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 2

id: 280
unit: def get_dataset_path()
file: petastorm/fs_utils.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 2
number of parameters: 1

id: 281
unit: def __getstate__()
file: petastorm/fs_utils.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 1

id: 282
unit: def __init__()
file: petastorm/workers_pool/worker_base.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 4

id: 283
unit: def stop()
file: petastorm/workers_pool/thread_pool.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 2
number of parameters: 1

id: 284
unit: def start()
file: petastorm/workers_pool/ventilator.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 1

id: 285
unit: def _set_shape_to_named_tuple()
file: petastorm/tf_utils.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 3

id: 286
unit: def _get_spark_session()
file: petastorm/spark/spark_dataset_converter.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 2
number of parameters: 0

id: 287
unit: def __init__()
file: petastorm/spark/spark_dataset_converter.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 4

id: 288
unit: def _make_sub_dir_url()
file: petastorm/spark/spark_dataset_converter.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 2

id: 289
unit: def main()
file: examples/spark_dataset_converter/pytorch_converter_example.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 0

id: 290
unit: def main()
file: examples/spark_dataset_converter/tensorflow_converter_example.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 0

id: 291
unit: def __init__()
file: petastorm/benchmark/dummy_reader.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 3

id: 292
unit: def get_schema_at_timestep()
file: petastorm/ngram.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 3
number of parameters: 3

id: 293
unit: def _string_to_bucket()
file: petastorm/predicates.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 294
unit: def __init__()
file: petastorm/predicates.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 3

id: 295
unit: def __init__()
file: petastorm/predicates.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 3

id: 296
unit: def do_include()
file: petastorm/predicates.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 2
number of parameters: 2

id: 297
unit: def cleanup()
file: petastorm/local_disk_cache.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 2
number of parameters: 1

id: 298
unit: def spark_dtype()
file: petastorm/codecs.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 299
unit: def decode()
file: petastorm/codecs.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 3

id: 300
unit: def spark_dtype()
file: petastorm/codecs.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 301
unit: def decode()
file: petastorm/codecs.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 3

id: 302
unit: def spark_dtype()
file: petastorm/codecs.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 303
unit: def __init__()
file: petastorm/py_dict_reader_worker.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 304
unit: def __init__()
file: petastorm/reader_impl/pytorch_shuffling_buffer.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 305
unit: def add_many()
file: petastorm/reader_impl/pytorch_shuffling_buffer.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 2
number of parameters: 2

id: 306
unit: def finish()
file: petastorm/reader_impl/pytorch_shuffling_buffer.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 2
number of parameters: 1

id: 307
unit: def __init__()
file: petastorm/selectors.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 3

id: 308
unit: def __init__()
file: petastorm/local_disk_arrow_table_cache.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 2
number of parameters: 3

id: 309
unit: def stop()
file: petastorm/reader.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 310
unit: def __exit__()
file: petastorm/reader.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 4

id: 311
unit: def __init__()
file: petastorm/pytorch.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 312
unit: def __exit__()
file: petastorm/pytorch.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 4

id: 313
unit: def __exit__()
file: petastorm/pytorch.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 4

id: 314
unit: def stop()
file: petastorm/workers_pool/dummy_pool.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 2
number of parameters: 1

id: 315
unit: def ventilate()
file: petastorm/workers_pool/thread_pool.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 3

id: 316
unit: def completed()
file: petastorm/workers_pool/ventilator.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 4
number of parameters: 1

id: 317
unit: def __init__()
file: petastorm/hdfs/namenode.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 2
number of parameters: 2

id: 318
unit: def _do_connect()
file: petastorm/hdfs/namenode.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 319
unit: def _sanitize_and_flatten()
file: petastorm/tf_utils.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 2
number of parameters: 1

id: 320
unit: def __exit__()
file: petastorm/spark/spark_dataset_converter.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 4

id: 321
unit: def __exit__()
file: petastorm/spark/spark_dataset_converter.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 4

id: 322
unit: def row_generator()
file: examples/hello_world/external_dataset/generate_external_dataset.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 323
unit: def is_batched_reader()
file: petastorm/benchmark/dummy_reader.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 324
unit: def stop()
file: petastorm/benchmark/dummy_reader.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 325
unit: def join()
file: petastorm/benchmark/dummy_reader.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 326
unit: def __str__()
file: petastorm/benchmark/throughput.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 327
unit: def __str__()
file: petastorm/benchmark/throughput.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 328
unit: def main()
file: petastorm/benchmark/cli.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 329
unit: def __init__()
file: petastorm/arrow_reader_worker.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 330
unit: def batched_output()
file: petastorm/arrow_reader_worker.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 331
unit: def new_results_queue_reader()
file: petastorm/arrow_reader_worker.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 332
unit: def length()
file: petastorm/ngram.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 333
unit: def fields()
file: petastorm/ngram.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 334
unit: def delta_threshold()
file: petastorm/ngram.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 335
unit: def get_field_names_at_all_timesteps()
file: petastorm/ngram.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 3
number of parameters: 1

id: 336
unit: def __ne__()
file: petastorm/ngram.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 337
unit: def get_fields()
file: petastorm/predicates.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 338
unit: def do_include()
file: petastorm/predicates.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 339
unit: def get_fields()
file: petastorm/predicates.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 340
unit: def do_include()
file: petastorm/predicates.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 341
unit: def get_fields()
file: petastorm/predicates.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 342
unit: def get_fields()
file: petastorm/predicates.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 343
unit: def get_fields()
file: petastorm/predicates.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 344
unit: def do_include()
file: petastorm/predicates.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 345
unit: def get_fields()
file: petastorm/predicates.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 346
unit: def main()
file: petastorm/tools/copy_dataset.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 347
unit: def __len__()
file: petastorm/weighted_sampling_reader.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 2
number of parameters: 1

id: 348
unit: def __iter__()
file: petastorm/weighted_sampling_reader.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 349
unit: def next()
file: petastorm/weighted_sampling_reader.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 350
unit: def last_row_consumed()
file: petastorm/weighted_sampling_reader.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 351
unit: def __enter__()
file: petastorm/weighted_sampling_reader.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 352
unit: def main()
file: petastorm/etl/petastorm_generate_metadata.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 353
unit: def __add__()
file: petastorm/etl/__init__.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 354
unit: def index_name()
file: petastorm/etl/__init__.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 355
unit: def column_names()
file: petastorm/etl/__init__.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 356
unit: def indexed_values()
file: petastorm/etl/__init__.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 357
unit: def get_row_group_indexes()
file: petastorm/etl/__init__.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 358
unit: def index_name()
file: petastorm/etl/rowgroup_indexers.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 359
unit: def column_names()
file: petastorm/etl/rowgroup_indexers.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 360
unit: def indexed_values()
file: petastorm/etl/rowgroup_indexers.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 361
unit: def get_row_group_indexes()
file: petastorm/etl/rowgroup_indexers.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 362
unit: def index_name()
file: petastorm/etl/rowgroup_indexers.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 363
unit: def column_names()
file: petastorm/etl/rowgroup_indexers.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 364
unit: def indexed_values()
file: petastorm/etl/rowgroup_indexers.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 365
unit: def get_row_group_indexes()
file: petastorm/etl/rowgroup_indexers.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 366
unit: def encode()
file: petastorm/codecs.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 3

id: 367
unit: def decode()
file: petastorm/codecs.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 3

id: 368
unit: def spark_dtype()
file: petastorm/codecs.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 369
unit: def __str__()
file: petastorm/codecs.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 370
unit: def image_codec()
file: petastorm/codecs.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 371
unit: def __str__()
file: petastorm/codecs.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 372
unit: def __str__()
file: petastorm/codecs.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 373
unit: def __str__()
file: petastorm/codecs.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 374
unit: def __init__()
file: petastorm/codecs.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 375
unit: def decode()
file: petastorm/codecs.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 3

id: 376
unit: def spark_dtype()
file: petastorm/codecs.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 377
unit: def __str__()
file: petastorm/codecs.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 378
unit: def get()
file: petastorm/cache.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 3

id: 379
unit: def batched_output()
file: petastorm/py_dict_reader_worker.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 380
unit: def new_results_queue_reader()
file: petastorm/py_dict_reader_worker.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 381
unit: def serialize()
file: petastorm/reader_impl/pickle_serializer.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 382
unit: def deserialize()
file: petastorm/reader_impl/pickle_serializer.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 383
unit: def serialize()
file: petastorm/reader_impl/pyarrow_serializer.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 384
unit: def deserialize()
file: petastorm/reader_impl/pyarrow_serializer.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 385
unit: def can_retrieve()
file: petastorm/reader_impl/pytorch_shuffling_buffer.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 386
unit: def can_add()
file: petastorm/reader_impl/pytorch_shuffling_buffer.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 387
unit: def size()
file: petastorm/reader_impl/pytorch_shuffling_buffer.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 388
unit: def can_add()
file: petastorm/reader_impl/pytorch_shuffling_buffer.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 2
number of parameters: 1

id: 389
unit: def can_retrieve()
file: petastorm/reader_impl/pytorch_shuffling_buffer.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 3
number of parameters: 1

id: 390
unit: def size()
file: petastorm/reader_impl/pytorch_shuffling_buffer.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 391
unit: def finish()
file: petastorm/reader_impl/pytorch_shuffling_buffer.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 392
unit: def __init__()
file: petastorm/reader_impl/shuffling_buffer.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 393
unit: def add_many()
file: petastorm/reader_impl/shuffling_buffer.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 394
unit: def retrieve()
file: petastorm/reader_impl/shuffling_buffer.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 395
unit: def can_retrieve()
file: petastorm/reader_impl/shuffling_buffer.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 396
unit: def can_add()
file: petastorm/reader_impl/shuffling_buffer.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 397
unit: def size()
file: petastorm/reader_impl/shuffling_buffer.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 398
unit: def finish()
file: petastorm/reader_impl/shuffling_buffer.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 399
unit: def can_add()
file: petastorm/reader_impl/shuffling_buffer.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 2
number of parameters: 1

id: 400
unit: def can_retrieve()
file: petastorm/reader_impl/shuffling_buffer.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 3
number of parameters: 1

id: 401
unit: def size()
file: petastorm/reader_impl/shuffling_buffer.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 402
unit: def finish()
file: petastorm/reader_impl/shuffling_buffer.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 403
unit: def get_index_names()
file: petastorm/selectors.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 404
unit: def __init__()
file: petastorm/selectors.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 405
unit: def __init__()
file: petastorm/selectors.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 406
unit: def empty()
file: petastorm/pyarrow_helpers/batching_table_queue.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 407
unit: def batched_output()
file: petastorm/reader.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 408
unit: def join()
file: petastorm/reader.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 409
unit: def diagnostics()
file: petastorm/reader.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 410
unit: def __iter__()
file: petastorm/reader.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 411
unit: def next()
file: petastorm/reader.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 412
unit: def __enter__()
file: petastorm/reader.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 413
unit: def __enter__()
file: petastorm/pytorch.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 414
unit: def __enter__()
file: petastorm/pytorch.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 415
unit: def parsed_dataset_url()
file: petastorm/fs_utils.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 416
unit: def get_dataset_path()
file: petastorm/fs_utils.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 417
unit: def filesystem()
file: petastorm/fs_utils.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 418
unit: def filesystem_factory()
file: petastorm/fs_utils.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 419
unit: def edit_field()
file: petastorm/transform.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 4

id: 420
unit: def _restore_namedtuple_gt_255_fields()
file: petastorm/namedtuple_gt_255_fields.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 3

id: 421
unit: def process()
file: petastorm/workers_pool/worker_base.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 3

id: 422
unit: def shutdown()
file: petastorm/workers_pool/worker_base.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 423
unit: def ventilate()
file: petastorm/workers_pool/dummy_pool.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 3

id: 424
unit: def join()
file: petastorm/workers_pool/dummy_pool.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 425
unit: def diagnostics()
file: petastorm/workers_pool/dummy_pool.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 426
unit: def results_qsize()
file: petastorm/workers_pool/thread_pool.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 427
unit: def diagnostics()
file: petastorm/workers_pool/thread_pool.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 428
unit: def __init__()
file: petastorm/workers_pool/ventilator.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 429
unit: def start()
file: petastorm/workers_pool/ventilator.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 430
unit: def completed()
file: petastorm/workers_pool/ventilator.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 431
unit: def stop()
file: petastorm/workers_pool/ventilator.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 432
unit: def processed_item()
file: petastorm/workers_pool/ventilator.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 433
unit: def _serialize_result_and_send()
file: petastorm/workers_pool/process_pool.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 2
number of parameters: 3

id: 434
unit: def __get__()
file: petastorm/hdfs/namenode.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 3

id: 435
unit: def __reduce__()
file: petastorm/hdfs/namenode.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 436
unit: def _fields_as_tuple()
file: petastorm/unischema.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 437
unit: def __eq__()
file: petastorm/unischema.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 438
unit: def __ne__()
file: petastorm/unischema.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 439
unit: def __hash__()
file: petastorm/unischema.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 440
unit: def _get_namedtuple()
file: petastorm/unischema.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 441
unit: def fields()
file: petastorm/unischema.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 442
unit: def make_namedtuple_tf()
file: petastorm/unischema.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 3

id: 443
unit: def __getattr__()
file: petastorm/unischema.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 444
unit: def date_to_nsec_from_epoch()
file: petastorm/tf_utils.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 445
unit: def _schema_to_tf_dtypes()
file: petastorm/tf_utils.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 2
number of parameters: 1

id: 446
unit: def vector_to_array()
file: petastorm/spark/spark_dataset_converter.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 447
unit: def __len__()
file: petastorm/spark/spark_dataset_converter.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 448
unit: def delete()
file: petastorm/spark/spark_dataset_converter.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 449
unit: def _get_df_plan()
file: petastorm/spark/spark_dataset_converter.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 450
unit: def _is_spark_local_mode()
file: petastorm/spark/spark_dataset_converter.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 451
unit: def build_index()
file: petastorm/etl/__init__.py
start line: 0
end line: 0
size: 1 LOC
McCabe index: 1
number of parameters: 3

id: 452
unit: def get()
file: petastorm/cache.py
start line: 0
end line: 0
size: 1 LOC
McCabe index: 1
number of parameters: 3

id: 453
unit: def _add_many()
file: petastorm/reader_impl/pytorch_shuffling_buffer.py
start line: 0
end line: 0
size: 1 LOC
McCabe index: 1
number of parameters: 2

id: 454
unit: def retrieve()
file: petastorm/reader_impl/pytorch_shuffling_buffer.py
start line: 0
end line: 0
size: 1 LOC
McCabe index: 1
number of parameters: 1

id: 455
unit: def can_add()
file: petastorm/reader_impl/pytorch_shuffling_buffer.py
start line: 0
end line: 0
size: 1 LOC
McCabe index: 1
number of parameters: 1

id: 456
unit: def can_retrieve()
file: petastorm/reader_impl/pytorch_shuffling_buffer.py
start line: 0
end line: 0
size: 1 LOC
McCabe index: 1
number of parameters: 1

id: 457
unit: def size()
file: petastorm/reader_impl/pytorch_shuffling_buffer.py
start line: 0
end line: 0
size: 1 LOC
McCabe index: 1
number of parameters: 1

id: 458
unit: def finish()
file: petastorm/reader_impl/pytorch_shuffling_buffer.py
start line: 0
end line: 0
size: 1 LOC
McCabe index: 1
number of parameters: 1

id: 459
unit: def add_many()
file: petastorm/reader_impl/shuffling_buffer.py
start line: 0
end line: 0
size: 1 LOC
McCabe index: 1
number of parameters: 2

id: 460
unit: def retrieve()
file: petastorm/reader_impl/shuffling_buffer.py
start line: 0
end line: 0
size: 1 LOC
McCabe index: 1
number of parameters: 1

id: 461
unit: def can_add()
file: petastorm/reader_impl/shuffling_buffer.py
start line: 0
end line: 0
size: 1 LOC
McCabe index: 1
number of parameters: 1

id: 462
unit: def can_retrieve()
file: petastorm/reader_impl/shuffling_buffer.py
start line: 0
end line: 0
size: 1 LOC
McCabe index: 1
number of parameters: 1

id: 463
unit: def size()
file: petastorm/reader_impl/shuffling_buffer.py
start line: 0
end line: 0
size: 1 LOC
McCabe index: 1
number of parameters: 1

id: 464
unit: def finish()
file: petastorm/reader_impl/shuffling_buffer.py
start line: 0
end line: 0
size: 1 LOC
McCabe index: 1
number of parameters: 1

id: 465
unit: def get_index_names()
file: petastorm/selectors.py
start line: 0
end line: 0
size: 1 LOC
McCabe index: 1
number of parameters: 1

id: 466
unit: def select_row_groups()
file: petastorm/selectors.py
start line: 0
end line: 0
size: 1 LOC
McCabe index: 1
number of parameters: 2

id: 467
unit: def processed_item()
file: petastorm/workers_pool/ventilator.py
start line: 0
end line: 0
size: 1 LOC
McCabe index: 1
number of parameters: 1