id: 1
unit: def log_stream()
file: source/sagemaker/src/package/container_build/logs.py
start line: 0
end line: 0
size: 32 LOC
McCabe index: 6
number of parameters: 4

id: 2
unit: def evaluate_model()
file: source/sagemaker/src/package/model/inference.py
start line: 0
end line: 0
size: 30 LOC
McCabe index: 2
number of parameters: 5

id: 3
unit: def bash()
file: source/env_setup.py
start line: 0
end line: 0
size: 21 LOC
McCabe index: 4
number of parameters: 1

id: 4
unit: def env_setup()
file: source/env_setup.py
start line: 0
end line: 0
size: 21 LOC
McCabe index: 6
number of parameters: 0

id: 5
unit: def train()
file: source/sagemaker/src/package/data_privatization/container/train.py
start line: 0
end line: 0
size: 21 LOC
McCabe index: 4
number of parameters: 5

id: 6
unit: def train()
file: source/sagemaker/src/package/model/train.py
start line: 0
end line: 0
size: 21 LOC
McCabe index: 4
number of parameters: 5

id: 7
unit: def calculate_metrics()
file: source/sagemaker/src/package/model/inference.py
start line: 0
end line: 0
size: 21 LOC
McCabe index: 2
number of parameters: 3

id: 8
unit: def delete_sagemaker_endpoint_config()
file: deployment/solution-assistant/src/lambda_function.py
start line: 0
end line: 0
size: 18 LOC
McCabe index: 3
number of parameters: 1

id: 9
unit: def add_to_logbook()
file: source/env_setup.py
start line: 0
end line: 0
size: 16 LOC
McCabe index: 7
number of parameters: 2

id: 10
unit: def privatize_example()
file: source/sagemaker/src/package/data_privatization/data_privatization.py
start line: 0
end line: 0
size: 16 LOC
McCabe index: 5
number of parameters: 4

id: 11
unit: def delete_sagemaker_endpoint()
file: deployment/solution-assistant/src/lambda_function.py
start line: 0
end line: 0
size: 16 LOC
McCabe index: 3
number of parameters: 1

id: 12
unit: def create_clean_counter()
file: source/sagemaker/src/package/data_privatization/data_privatization.py
start line: 0
end line: 0
size: 15 LOC
McCabe index: 6
number of parameters: 2

id: 13
unit: def train_one_epoch()
file: source/sagemaker/src/package/data_privatization/container/train.py
start line: 0
end line: 0
size: 14 LOC
McCabe index: 2
number of parameters: 4

id: 14
unit: def train_one_epoch()
file: source/sagemaker/src/package/model/train.py
start line: 0
end line: 0
size: 14 LOC
McCabe index: 2
number of parameters: 4

id: 15
unit: def parse_args()
file: source/sagemaker/src/package/data_privatization/data_privatization.py
start line: 0
end line: 0
size: 13 LOC
McCabe index: 1
number of parameters: 0

id: 16
unit: def delete_sagemaker_model()
file: deployment/solution-assistant/src/lambda_function.py
start line: 0
end line: 0
size: 13 LOC
McCabe index: 3
number of parameters: 1

id: 17
unit: def delete_s3_objects()
file: deployment/solution-assistant/src/lambda_function.py
start line: 0
end line: 0
size: 13 LOC
McCabe index: 2
number of parameters: 1

id: 18
unit: def delete_s3_bucket()
file: deployment/solution-assistant/src/lambda_function.py
start line: 0
end line: 0
size: 13 LOC
McCabe index: 2
number of parameters: 1

id: 19
unit: def in_logbook()
file: source/env_setup.py
start line: 0
end line: 0
size: 12 LOC
McCabe index: 5
number of parameters: 2

id: 20
unit: def get_hostname()
file: source/env_setup.py
start line: 0
end line: 0
size: 11 LOC
McCabe index: 2
number of parameters: 0

id: 21
unit: def evaluate()
file: source/sagemaker/src/package/data_privatization/container/train.py
start line: 0
end line: 0
size: 11 LOC
McCabe index: 2
number of parameters: 3

id: 22
unit: def evaluate()
file: source/sagemaker/src/package/model/train.py
start line: 0
end line: 0
size: 11 LOC
McCabe index: 2
number of parameters: 3

id: 23
unit: def _wait_for_build()
file: source/sagemaker/src/package/container_build/container_build.py
start line: 0
end line: 0
size: 11 LOC
McCabe index: 2
number of parameters: 3

id: 24
unit: def plot_roc_curve()
file: source/sagemaker/src/package/model/inference.py
start line: 0
end line: 0
size: 10 LOC
McCabe index: 1
number of parameters: 6

id: 25
unit: def set_kernel_spec()
file: source/scripts/set_kernelspec.py
start line: 0
end line: 0
size: 9 LOC
McCabe index: 2
number of parameters: 3

id: 26
unit: def create_iterators()
file: source/sagemaker/src/package/data_privatization/container/train.py
start line: 0
end line: 0
size: 9 LOC
McCabe index: 2
number of parameters: 2

id: 27
unit: def create_iterators()
file: source/sagemaker/src/package/model/train.py
start line: 0
end line: 0
size: 9 LOC
McCabe index: 2
number of parameters: 2

id: 28
unit: def evaluation_metrics()
file: source/sagemaker/src/package/model/inference.py
start line: 0
end line: 0
size: 9 LOC
McCabe index: 1
number of parameters: 7

id: 29
unit: def get_sagemaker_mode()
file: source/env_setup.py
start line: 0
end line: 0
size: 8 LOC
McCabe index: 2
number of parameters: 0

id: 30
unit: def replace_word()
file: source/sagemaker/src/package/data_privatization/data_privatization.py
start line: 0
end line: 0
size: 7 LOC
McCabe index: 1
number of parameters: 6

id: 31
unit: def get_current_folder()
file: source/sagemaker/src/package/utils.py
start line: 0
end line: 0
size: 7 LOC
McCabe index: 4
number of parameters: 1

id: 32
unit: def build()
file: source/sagemaker/src/package/container_build/container_build.py
start line: 0
end line: 0
size: 7 LOC
McCabe index: 2
number of parameters: 2

id: 33
unit: def parse_args()
file: source/env_setup.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 0

id: 34
unit: def create_model()
file: source/sagemaker/src/package/data_privatization/container/train.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 2
number of parameters: 5

id: 35
unit: def clean_example()
file: source/sagemaker/src/package/data_privatization/data_privatization.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 1

id: 36
unit: def create_model()
file: source/sagemaker/src/package/model/train.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 2
number of parameters: 5

id: 37
unit: def env_setup_notebook_instance()
file: source/env_setup.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 38
unit: def env_setup_studio()
file: source/env_setup.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 39
unit: def forward()
file: source/sagemaker/src/package/data_privatization/container/train.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 2

id: 40
unit: def binary_accuracy()
file: source/sagemaker/src/package/data_privatization/container/train.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 2
number of parameters: 2

id: 41
unit: def epoch_time()
file: source/sagemaker/src/package/data_privatization/container/train.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 2

id: 42
unit: def generate_laplacian_noise_vector()
file: source/sagemaker/src/package/data_privatization/data_privatization.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 3

id: 43
unit: def forward()
file: source/sagemaker/src/package/model/train.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 2

id: 44
unit: def binary_accuracy()
file: source/sagemaker/src/package/model/train.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 2
number of parameters: 2

id: 45
unit: def epoch_time()
file: source/sagemaker/src/package/model/train.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 2

id: 46
unit: def get_notebook_name()
file: source/sagemaker/src/package/utils.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 0

id: 47
unit: def _start_build()
file: source/sagemaker/src/package/container_build/container_build.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 2

id: 48
unit: def __init__()
file: source/sagemaker/src/package/data_privatization/container/train.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 5

id: 49
unit: def create_fields()
file: source/sagemaker/src/package/data_privatization/container/train.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 50
unit: def __init__()
file: source/sagemaker/src/package/model/train.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 5

id: 51
unit: def create_fields()
file: source/sagemaker/src/package/model/train.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 0

id: 52
unit: def on_delete()
file: deployment/solution-assistant/src/lambda_function.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 2

id: 53
unit: def read_file()
file: source/env_setup.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 54
unit: def logging_setup()
file: source/env_setup.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

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

id: 56
unit: def logs_for_build()
file: source/sagemaker/src/package/container_build/logs.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 57
unit: def on_create()
file: deployment/solution-assistant/src/lambda_function.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 58
unit: def on_update()
file: deployment/solution-assistant/src/lambda_function.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 59
unit: def handler()
file: deployment/solution-assistant/src/lambda_function.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2