id: 1
unit: def preprocess()
file: src/pipeline/preprocess.py
start line: 0
end line: 0
size: 73 LOC
McCabe index: 3
number of parameters: 5

id: 2
unit: def prepare()
file: src/pipeline/prepare.py
start line: 0
end line: 0
size: 55 LOC
McCabe index: 6
number of parameters: 6

id: 3
unit: def convert_sparse_matrix()
file: src/pipeline/prepare.py
start line: 0
end line: 0
size: 17 LOC
McCabe index: 3
number of parameters: 4

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

id: 5
unit: def save_as_protobuf()
file: src/pipeline/prepare.py
start line: 0
end line: 0
size: 7 LOC
McCabe index: 1
number of parameters: 4

id: 6
unit: def chunk()
file: src/pipeline/prepare.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 2
number of parameters: 2

id: 7
unit: def get_sagemaker_role_arn()
file: src/dag_ml_pipeline_amazon_video_reviews.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 2