id: 1
unit: def run_train()
file: src/bert_train.py
start line: 0
end line: 0
size: 70 LOC
McCabe index: 11
number of parameters: 7

id: 2
unit: def main()
file: src/main.py
start line: 0
end line: 0
size: 55 LOC
McCabe index: 1
number of parameters: 0

id: 3
unit: def __init__()
file: src/builder.py
start line: 0
end line: 0
size: 32 LOC
McCabe index: 4
number of parameters: 15

id: 4
unit: def __init__()
file: src/bert_train.py
start line: 0
end line: 0
size: 16 LOC
McCabe index: 8
number of parameters: 8

id: 5
unit: def validate()
file: src/bert_train.py
start line: 0
end line: 0
size: 16 LOC
McCabe index: 2
number of parameters: 4

id: 6
unit: def predict_fn()
file: src/serve.py
start line: 0
end line: 0
size: 16 LOC
McCabe index: 5
number of parameters: 2

id: 7
unit: def model_fn()
file: src/serve.py
start line: 0
end line: 0
size: 15 LOC
McCabe index: 1
number of parameters: 1

id: 8
unit: def download_file()
file: src/s3_util.py
start line: 0
end line: 0
size: 12 LOC
McCabe index: 3
number of parameters: 4

id: 9
unit: def try_load_statedict_from_checkpoint()
file: src/bert_train.py
start line: 0
end line: 0
size: 11 LOC
McCabe index: 3
number of parameters: 1

id: 10
unit: def get_network()
file: src/builder.py
start line: 0
end line: 0
size: 11 LOC
McCabe index: 3
number of parameters: 1

id: 11
unit: def upload_file()
file: src/s3_util.py
start line: 0
end line: 0
size: 10 LOC
McCabe index: 3
number of parameters: 4

id: 12
unit: def _get_bucketname_key()
file: src/s3_util.py
start line: 0
end line: 0
size: 10 LOC
McCabe index: 2
number of parameters: 1

id: 13
unit: def download_object()
file: src/s3_util.py
start line: 0
end line: 0
size: 10 LOC
McCabe index: 2
number of parameters: 3

id: 14
unit: def upload_files()
file: src/s3_util.py
start line: 0
end line: 0
size: 10 LOC
McCabe index: 4
number of parameters: 5

id: 15
unit: def __init__()
file: src/bert_model.py
start line: 0
end line: 0
size: 10 LOC
McCabe index: 5
number of parameters: 6

id: 16
unit: def download_files()
file: src/s3_util.py
start line: 0
end line: 0
size: 8 LOC
McCabe index: 2
number of parameters: 5

id: 17
unit: def create_checkpoint()
file: src/bert_train.py
start line: 0
end line: 0
size: 8 LOC
McCabe index: 2
number of parameters: 3

id: 18
unit: def get_train_val_dataloader()
file: src/builder.py
start line: 0
end line: 0
size: 8 LOC
McCabe index: 3
number of parameters: 1

id: 19
unit: def get_trainer()
file: src/builder.py
start line: 0
end line: 0
size: 8 LOC
McCabe index: 2
number of parameters: 1

id: 20
unit: def list_files()
file: src/s3_util.py
start line: 0
end line: 0
size: 7 LOC
McCabe index: 2
number of parameters: 2

id: 21
unit: def snapshot()
file: src/bert_train.py
start line: 0
end line: 0
size: 7 LOC
McCabe index: 2
number of parameters: 4

id: 22
unit: def __init__()
file: src/dbpedia_dataset.py
start line: 0
end line: 0
size: 7 LOC
McCabe index: 1
number of parameters: 3

id: 23
unit: def __call__()
file: src/preprocessor_bert_tokeniser.py
start line: 0
end line: 0
size: 7 LOC
McCabe index: 1
number of parameters: 2

id: 24
unit: def input_fn()
file: src/serve.py
start line: 0
end line: 0
size: 7 LOC
McCabe index: 2
number of parameters: 2

id: 25
unit: def output_fn()
file: src/serve.py
start line: 0
end line: 0
size: 7 LOC
McCabe index: 2
number of parameters: 2

id: 26
unit: def get_preprocessor()
file: src/builder.py
start line: 0
end line: 0
size: 7 LOC
McCabe index: 2
number of parameters: 1

id: 27
unit: def __getitem__()
file: src/dbpedia_dataset.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 2
number of parameters: 2

id: 28
unit: def sequence_pad()
file: src/preprocessor_bert_tokeniser.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 1

id: 29
unit: def download_objects()
file: src/s3_util.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 2
number of parameters: 3

id: 30
unit: def __init__()
file: src/dbpedia_dataset_label_mapper.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 4
number of parameters: 2

id: 31
unit: def __init__()
file: src/preprocessor_bert_tokeniser.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 3

id: 32
unit: def tokenise()
file: src/preprocessor_bert_tokeniser.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 1

id: 33
unit: def token_to_index()
file: src/preprocessor_bert_tokeniser.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 1

id: 34
unit: def preprocess()
file: src/serve.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 2
number of parameters: 2

id: 35
unit: def get_train_dataset()
file: src/builder.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 2
number of parameters: 1

id: 36
unit: def get_val_dataset()
file: src/builder.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 2
number of parameters: 1

id: 37
unit: def get_label_mapper()
file: src/builder.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 2
number of parameters: 1

id: 38
unit: def get_loss_function()
file: src/builder.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 2
number of parameters: 1

id: 39
unit: def get_optimiser()
file: src/builder.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 2
number of parameters: 1

id: 40
unit: def _uploadfiles_multi_thread()
file: src/s3_util.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 3

id: 41
unit: def to_tensor()
file: src/preprocessor_bert_tokeniser.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 42
unit: def get_device()
file: src/serve.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 2
number of parameters: 0

id: 43
unit: def _freeze_base_weights()
file: src/bert_model.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 2
number of parameters: 1

id: 44
unit: def map()
file: src/dbpedia_dataset_label_mapper.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 45
unit: def reverse_map()
file: src/dbpedia_dataset_label_mapper.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 46
unit: def num_classes()
file: src/dbpedia_dataset_label_mapper.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 47
unit: def positive_label()
file: src/dbpedia_dataset_label_mapper.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 48
unit: def positive_label_index()
file: src/dbpedia_dataset_label_mapper.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 49
unit: def map()
file: src/label_mapper_base.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 50
unit: def reverse_map()
file: src/label_mapper_base.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 51
unit: def num_classes()
file: src/label_mapper_base.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 52
unit: def positive_label()
file: src/label_mapper_base.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 53
unit: def positive_label_index()
file: src/label_mapper_base.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 54
unit: def _logger()
file: src/bert_train.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 55
unit: def logger()
file: src/dbpedia_dataset.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 56
unit: def __len__()
file: src/dbpedia_dataset.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 57
unit: def pad_token()
file: src/preprocessor_bert_tokeniser.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 58
unit: def eos_token()
file: src/preprocessor_bert_tokeniser.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 59
unit: def unk_token()
file: src/preprocessor_bert_tokeniser.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 60
unit: def forward()
file: src/bert_model.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 61
unit: def _logger()
file: src/builder.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 62
unit: def set_bert_config()
file: src/builder.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 63
unit: def set_tokensior()
file: src/builder.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 64
unit: def get_pos_label_index()
file: src/builder.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1