id: 1
unit: def setup()
file: src/sagemaker_defect_detection/detector.py
start line: 0
end line: 0
size: 66 LOC
McCabe index: 13
number of parameters: 2

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

id: 3
unit: def __init__()
file: src/sagemaker_defect_detection/models/ddn.py
start line: 0
end line: 0
size: 50 LOC
McCabe index: 5
number of parameters: 2

id: 4
unit: def add_model_specific_args()
file: src/sagemaker_defect_detection/detector.py
start line: 0
end line: 0
size: 48 LOC
McCabe index: 1
number of parameters: 1

id: 5
unit: def main()
file: src/sagemaker_defect_detection/detector.py
start line: 0
end line: 0
size: 47 LOC
McCabe index: 8
number of parameters: 1

id: 6
unit: def convert_to_coco_api()
file: src/sagemaker_defect_detection/utils/coco_utils.py
start line: 0
end line: 0
size: 35 LOC
McCabe index: 4
number of parameters: 1

id: 7
unit: def loadRes()
file: src/sagemaker_defect_detection/utils/coco_eval.py
start line: 0
end line: 0
size: 32 LOC
McCabe index: 15
number of parameters: 2

id: 8
unit: def main()
file: src/prepare_data/neu.py
start line: 0
end line: 0
size: 30 LOC
McCabe index: 8
number of parameters: 3

id: 9
unit: def main()
file: src/sagemaker_defect_detection/classifier.py
start line: 0
end line: 0
size: 27 LOC
McCabe index: 5
number of parameters: 1

id: 10
unit: def __getitem__()
file: src/sagemaker_defect_detection/dataset/neu.py
start line: 0
end line: 0
size: 26 LOC
McCabe index: 4
number of parameters: 2

id: 11
unit: def forward()
file: src/sagemaker_defect_detection/detector.py
start line: 0
end line: 0
size: 26 LOC
McCabe index: 7
number of parameters: 4

id: 12
unit: def evaluate()
file: src/sagemaker_defect_detection/utils/coco_eval.py
start line: 0
end line: 0
size: 25 LOC
McCabe index: 14
number of parameters: 1

id: 13
unit: def all_gather()
file: src/sagemaker_defect_detection/utils/coco_eval.py
start line: 0
end line: 0
size: 24 LOC
McCabe index: 7
number of parameters: 1

id: 14
unit: def get_transform()
file: src/sagemaker_defect_detection/transforms.py
start line: 0
end line: 0
size: 21 LOC
McCabe index: 2
number of parameters: 1

id: 15
unit: def get_augmentation()
file: src/sagemaker_defect_detection/transforms.py
start line: 0
end line: 0
size: 21 LOC
McCabe index: 2
number of parameters: 1

id: 16
unit: def prepare_for_coco_detection()
file: src/sagemaker_defect_detection/utils/coco_eval.py
start line: 0
end line: 0
size: 21 LOC
McCabe index: 4
number of parameters: 2

id: 17
unit: def createIndex()
file: src/sagemaker_defect_detection/utils/coco_eval.py
start line: 0
end line: 0
size: 21 LOC
McCabe index: 10
number of parameters: 1

id: 18
unit: def __init__()
file: src/sagemaker_defect_detection/detector.py
start line: 0
end line: 0
size: 21 LOC
McCabe index: 1
number of parameters: 0

id: 19
unit: def training_step()
file: src/sagemaker_defect_detection/detector.py
start line: 0
end line: 0
size: 19 LOC
McCabe index: 11
number of parameters: 3

id: 20
unit: def get_args()
file: src/sagemaker_defect_detection/classifier.py
start line: 0
end line: 0
size: 16 LOC
McCabe index: 1
number of parameters: 0

id: 21
unit: def on_delete()
file: cloudformation/solution-assistant/src/lambda_fn.py
start line: 0
end line: 0
size: 16 LOC
McCabe index: 2
number of parameters: 2

id: 22
unit: def load_checkpoint()
file: src/sagemaker_defect_detection/utils/__init__.py
start line: 0
end line: 0
size: 15 LOC
McCabe index: 7
number of parameters: 3

id: 23
unit: def visualize_bbox()
file: src/sagemaker_defect_detection/utils/visualize.py
start line: 0
end line: 0
size: 15 LOC
McCabe index: 1
number of parameters: 5

id: 24
unit: def get_args()
file: src/sagemaker_defect_detection/detector.py
start line: 0
end line: 0
size: 15 LOC
McCabe index: 1
number of parameters: 0

id: 25
unit: def _make_dataset()
file: src/sagemaker_defect_detection/dataset/neu.py
start line: 0
end line: 0
size: 14 LOC
McCabe index: 4
number of parameters: 1

id: 26
unit: def merge()
file: src/sagemaker_defect_detection/utils/coco_eval.py
start line: 0
end line: 0
size: 14 LOC
McCabe index: 3
number of parameters: 2

id: 27
unit: def validation_epoch_end()
file: src/sagemaker_defect_detection/detector.py
start line: 0
end line: 0
size: 14 LOC
McCabe index: 4
number of parameters: 2

id: 28
unit: def update()
file: src/sagemaker_defect_detection/utils/coco_eval.py
start line: 0
end line: 0
size: 13 LOC
McCabe index: 4
number of parameters: 2

id: 29
unit: def validation_step()
file: src/sagemaker_defect_detection/detector.py
start line: 0
end line: 0
size: 13 LOC
McCabe index: 8
number of parameters: 3

id: 30
unit: def forward()
file: src/sagemaker_defect_detection/models/ddn.py
start line: 0
end line: 0
size: 12 LOC
McCabe index: 2
number of parameters: 2

id: 31
unit: def __init__()
file: src/sagemaker_defect_detection/models/ddn.py
start line: 0
end line: 0
size: 12 LOC
McCabe index: 1
number of parameters: 0

id: 32
unit: def __init__()
file: src/sagemaker_defect_detection/classifier.py
start line: 0
end line: 0
size: 12 LOC
McCabe index: 1
number of parameters: 0

id: 33
unit: def delete_sagemaker_endpoint_config()
file: cloudformation/solution-assistant/src/lambda_fn.py
start line: 0
end line: 0
size: 12 LOC
McCabe index: 3
number of parameters: 1

id: 34
unit: def __init__()
file: src/sagemaker_defect_detection/models/ddn.py
start line: 0
end line: 0
size: 11 LOC
McCabe index: 1
number of parameters: 0

id: 35
unit: def cp_image_annotation()
file: src/prepare_data/neu.py
start line: 0
end line: 0
size: 11 LOC
McCabe index: 2
number of parameters: 4

id: 36
unit: def __init__()
file: src/sagemaker_defect_detection/utils/coco_eval.py
start line: 0
end line: 0
size: 10 LOC
McCabe index: 3
number of parameters: 3

id: 37
unit: def val_dataloader()
file: src/sagemaker_defect_detection/detector.py
start line: 0
end line: 0
size: 10 LOC
McCabe index: 1
number of parameters: 1

id: 38
unit: def model_fn()
file: src/sagemaker_defect_detection/detector.py
start line: 0
end line: 0
size: 10 LOC
McCabe index: 1
number of parameters: 1

id: 39
unit: def delete_sagemaker_endpoint()
file: cloudformation/solution-assistant/src/lambda_fn.py
start line: 0
end line: 0
size: 10 LOC
McCabe index: 3
number of parameters: 1

id: 40
unit: def delete_sagemaker_model()
file: cloudformation/solution-assistant/src/lambda_fn.py
start line: 0
end line: 0
size: 10 LOC
McCabe index: 3
number of parameters: 1

id: 41
unit: def str2bool()
file: src/sagemaker_defect_detection/utils/__init__.py
start line: 0
end line: 0
size: 9 LOC
McCabe index: 4
number of parameters: 2

id: 42
unit: def __init__()
file: src/sagemaker_defect_detection/models/ddn.py
start line: 0
end line: 0
size: 9 LOC
McCabe index: 1
number of parameters: 3

id: 43
unit: def train_dataloader()
file: src/sagemaker_defect_detection/detector.py
start line: 0
end line: 0
size: 9 LOC
McCabe index: 1
number of parameters: 1

id: 44
unit: def metrics()
file: src/sagemaker_defect_detection/classifier.py
start line: 0
end line: 0
size: 9 LOC
McCabe index: 1
number of parameters: 3

id: 45
unit: def set_kernel_spec()
file: scripts/set_kernelspec.py
start line: 0
end line: 0
size: 9 LOC
McCabe index: 2
number of parameters: 3

id: 46
unit: def main()
file: scripts/find_best_ckpt.py
start line: 0
end line: 0
size: 9 LOC
McCabe index: 5
number of parameters: 2

id: 47
unit: def __init__()
file: src/sagemaker_defect_detection/dataset/neu.py
start line: 0
end line: 0
size: 8 LOC
McCabe index: 1
number of parameters: 0

id: 48
unit: def _get_bboxes()
file: src/sagemaker_defect_detection/dataset/neu.py
start line: 0
end line: 0
size: 8 LOC
McCabe index: 4
number of parameters: 1

id: 49
unit: def visualize()
file: src/sagemaker_defect_detection/utils/visualize.py
start line: 0
end line: 0
size: 8 LOC
McCabe index: 1
number of parameters: 0

id: 50
unit: def training_step()
file: src/sagemaker_defect_detection/classifier.py
start line: 0
end line: 0
size: 8 LOC
McCabe index: 1
number of parameters: 3

id: 51
unit: def train_dataloader()
file: src/sagemaker_defect_detection/classifier.py
start line: 0
end line: 0
size: 8 LOC
McCabe index: 1
number of parameters: 1

id: 52
unit: def val_dataloader()
file: src/sagemaker_defect_detection/classifier.py
start line: 0
end line: 0
size: 8 LOC
McCabe index: 1
number of parameters: 1

id: 53
unit: def test_dataloader()
file: src/sagemaker_defect_detection/classifier.py
start line: 0
end line: 0
size: 8 LOC
McCabe index: 1
number of parameters: 1

id: 54
unit: def __init__()
file: src/sagemaker_defect_detection/dataset/neu.py
start line: 0
end line: 0
size: 7 LOC
McCabe index: 1
number of parameters: 0

id: 55
unit: def get_preprocess()
file: src/sagemaker_defect_detection/transforms.py
start line: 0
end line: 0
size: 7 LOC
McCabe index: 1
number of parameters: 0

id: 56
unit: def create_common_coco_eval()
file: src/sagemaker_defect_detection/utils/coco_eval.py
start line: 0
end line: 0
size: 7 LOC
McCabe index: 1
number of parameters: 3

id: 57
unit: def get_backbone()
file: src/sagemaker_defect_detection/models/ddn.py
start line: 0
end line: 0
size: 7 LOC
McCabe index: 3
number of parameters: 1

id: 58
unit: def init_weights()
file: src/sagemaker_defect_detection/models/ddn.py
start line: 0
end line: 0
size: 7 LOC
McCabe index: 3
number of parameters: 1

id: 59
unit: def validation_step()
file: src/sagemaker_defect_detection/classifier.py
start line: 0
end line: 0
size: 7 LOC
McCabe index: 1
number of parameters: 3

id: 60
unit: def test_step()
file: src/sagemaker_defect_detection/classifier.py
start line: 0
end line: 0
size: 7 LOC
McCabe index: 1
number of parameters: 3

id: 61
unit: def model_fn()
file: src/sagemaker_defect_detection/classifier.py
start line: 0
end line: 0
size: 7 LOC
McCabe index: 1
number of parameters: 1

id: 62
unit: def delete_s3_objects()
file: cloudformation/solution-assistant/src/lambda_fn.py
start line: 0
end line: 0
size: 7 LOC
McCabe index: 2
number of parameters: 1

id: 63
unit: def delete_s3_bucket()
file: cloudformation/solution-assistant/src/lambda_fn.py
start line: 0
end line: 0
size: 7 LOC
McCabe index: 2
number of parameters: 1

id: 64
unit: def is_dist_avail_and_initialized()
file: src/sagemaker_defect_detection/utils/coco_eval.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 3
number of parameters: 0

id: 65
unit: def cp_class_images()
file: src/prepare_data/neu.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 2
number of parameters: 3

id: 66
unit: def freeze()
file: src/sagemaker_defect_detection/utils/__init__.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 2
number of parameters: 1

id: 67
unit: def __init__()
file: src/sagemaker_defect_detection/models/ddn.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 3

id: 68
unit: def forward()
file: src/sagemaker_defect_detection/models/ddn.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 2

id: 69
unit: def validation_epoch_end()
file: src/sagemaker_defect_detection/classifier.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 3
number of parameters: 2

id: 70
unit: def test_epoch_end()
file: src/sagemaker_defect_detection/classifier.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 3
number of parameters: 2

id: 71
unit: def configure_optimizers()
file: src/sagemaker_defect_detection/classifier.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 1

id: 72
unit: def _find_classes()
file: src/sagemaker_defect_detection/dataset/neu.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 4
number of parameters: 1

id: 73
unit: def get_logger()
file: src/sagemaker_defect_detection/utils/__init__.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 1

id: 74
unit: def get_world_size()
file: src/sagemaker_defect_detection/utils/coco_eval.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 2
number of parameters: 0

id: 75
unit: def synchronize_between_processes()
file: src/sagemaker_defect_detection/utils/coco_eval.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 2
number of parameters: 1

id: 76
unit: def summarize()
file: src/sagemaker_defect_detection/utils/coco_eval.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 2
number of parameters: 1

id: 77
unit: def configure_optimizers()
file: src/sagemaker_defect_detection/detector.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 3
number of parameters: 1

id: 78
unit: def unpack()
file: src/prepare_data/neu.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 1

id: 79
unit: def collate_fn()
file: src/sagemaker_defect_detection/dataset/neu.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 80
unit: def accumulate()
file: src/sagemaker_defect_detection/utils/coco_eval.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 2
number of parameters: 1

id: 81
unit: def convert_to_xywh()
file: src/sagemaker_defect_detection/utils/coco_eval.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 1

id: 82
unit: def __init__()
file: src/sagemaker_defect_detection/models/ddn.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 4

id: 83
unit: def _get_evaluator()
file: src/sagemaker_defect_detection/detector.py
start line: 0
end line: 0
size: 3 LOC
McCabe index: 1
number of parameters: 2

id: 84
unit: def __len__()
file: src/sagemaker_defect_detection/dataset/neu.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1

id: 85
unit: def prepare()
file: src/sagemaker_defect_detection/utils/coco_eval.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 3

id: 86
unit: def unnormalize_to_hwc()
file: src/sagemaker_defect_detection/utils/visualize.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 0

id: 87
unit: def forward()
file: src/sagemaker_defect_detection/models/ddn.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 88
unit: def forward()
file: src/sagemaker_defect_detection/models/ddn.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 3

id: 89
unit: def forward()
file: src/sagemaker_defect_detection/models/ddn.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 3

id: 90
unit: def forward()
file: src/sagemaker_defect_detection/classifier.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 91
unit: def on_create()
file: cloudformation/solution-assistant/src/lambda_fn.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 92
unit: def on_update()
file: cloudformation/solution-assistant/src/lambda_fn.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 93
unit: def handler()
file: cloudformation/solution-assistant/src/lambda_fn.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2

id: 94
unit: def get_score()
file: scripts/find_best_ckpt.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 1