id: 1
unit: def compute_drift()
file: src/drift_detector.py
start line: 0
end line: 0
size: 25 LOC
McCabe index: 5
number of parameters: 2

id: 2
unit: def main()
file: src/drift_detector.py
start line: 0
end line: 0
size: 20 LOC
McCabe index: 2
number of parameters: 3

id: 3
unit: def compute_nan_stats()
file: src/utils.py
start line: 0
end line: 0
size: 16 LOC
McCabe index: 3
number of parameters: 3

id: 4
unit: def construct_df_from_result()
file: src/utils.py
start line: 0
end line: 0
size: 15 LOC
McCabe index: 3
number of parameters: 1

id: 5
unit: def compute_prob_stats()
file: src/utils.py
start line: 0
end line: 0
size: 14 LOC
McCabe index: 3
number of parameters: 1

id: 6
unit: def get_prob_dist_func()
file: src/utils.py
start line: 0
end line: 0
size: 14 LOC
McCabe index: 5
number of parameters: 3

id: 7
unit: def push()
file: docker_utils.py
start line: 0
end line: 0
size: 14 LOC
McCabe index: 4
number of parameters: 3

id: 8
unit: def _check_output()
file: docker_utils.py
start line: 0
end line: 0
size: 14 LOC
McCabe index: 4
number of parameters: 3

id: 9
unit: def __plot_top_k_drifts()
file: src/drift_visualizer.py
start line: 0
end line: 0
size: 12 LOC
McCabe index: 3
number of parameters: 4

id: 10
unit: def compute_accuracy_with_drift()
file: src/drift_detector.py
start line: 0
end line: 0
size: 12 LOC
McCabe index: 2
number of parameters: 3

id: 11
unit: def combine_train_infer()
file: src/utils.py
start line: 0
end line: 0
size: 12 LOC
McCabe index: 5
number of parameters: 2

id: 12
unit: def input_fn()
file: script/inference.py
start line: 0
end line: 0
size: 12 LOC
McCabe index: 2
number of parameters: 2

id: 13
unit: def _execute()
file: docker_utils.py
start line: 0
end line: 0
size: 11 LOC
McCabe index: 4
number of parameters: 2

id: 14
unit: def compute_drift_multiple_inst()
file: src/drift_detector.py
start line: 0
end line: 0
size: 10 LOC
McCabe index: 5
number of parameters: 2

id: 15
unit: def df_from_datacapture()
file: src/utils.py
start line: 0
end line: 0
size: 10 LOC
McCabe index: 2
number of parameters: 2

id: 16
unit: def cum_sum_prob()
file: src/utils.py
start line: 0
end line: 0
size: 9 LOC
McCabe index: 3
number of parameters: 1

id: 17
unit: def _ecr_login()
file: docker_utils.py
start line: 0
end line: 0
size: 9 LOC
McCabe index: 1
number of parameters: 2

id: 18
unit: def select_item_with_prob()
file: src/utils.py
start line: 0
end line: 0
size: 8 LOC
McCabe index: 2
number of parameters: 2

id: 19
unit: def auto_impute_df()
file: src/utils.py
start line: 0
end line: 0
size: 8 LOC
McCabe index: 5
number of parameters: 1

id: 20
unit: def get_column_types()
file: src/utils.py
start line: 0
end line: 0
size: 8 LOC
McCabe index: 4
number of parameters: 1

id: 21
unit: def _push()
file: docker_utils.py
start line: 0
end line: 0
size: 8 LOC
McCabe index: 1
number of parameters: 3

id: 22
unit: def _ecr_login_if_needed()
file: docker_utils.py
start line: 0
end line: 0
size: 8 LOC
McCabe index: 4
number of parameters: 1

id: 23
unit: def _stream_output()
file: docker_utils.py
start line: 0
end line: 0
size: 8 LOC
McCabe index: 3
number of parameters: 1

id: 24
unit: def extract_significant_drifts()
file: src/drift_detector.py
start line: 0
end line: 0
size: 7 LOC
McCabe index: 1
number of parameters: 1

id: 25
unit: def s3_to_df()
file: src/utils.py
start line: 0
end line: 0
size: 7 LOC
McCabe index: 1
number of parameters: 1

id: 26
unit: def _build_from_dockerfile()
file: docker_utils.py
start line: 0
end line: 0
size: 7 LOC
McCabe index: 2
number of parameters: 3

id: 27
unit: def normalize()
file: src/utils.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 2

id: 28
unit: def build_and_push_docker_image()
file: docker_utils.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 1
number of parameters: 3

id: 29
unit: def _create_ecr_repo()
file: docker_utils.py
start line: 0
end line: 0
size: 6 LOC
McCabe index: 2
number of parameters: 2

id: 30
unit: def plot_accuracy()
file: src/drift_visualizer.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 1

id: 31
unit: def create_train_test_split()
file: src/utils.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 2

id: 32
unit: def _find_base_image_in_dockerfile()
file: docker_utils.py
start line: 0
end line: 0
size: 5 LOC
McCabe index: 1
number of parameters: 1

id: 33
unit: def plot_p_values()
file: src/drift_visualizer.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 2

id: 34
unit: def read_data()
file: src/utils.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 1

id: 35
unit: def compute_unique_count_drift()
file: src/utils.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 3
number of parameters: 2

id: 36
unit: def get_bucket_key_from_s3_uri()
file: src/utils.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 1

id: 37
unit: def _tmpdir()
file: docker_utils.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 3

id: 38
unit: def model_fn()
file: script/inference.py
start line: 0
end line: 0
size: 4 LOC
McCabe index: 1
number of parameters: 1

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

id: 40
unit: def compute_drift_score()
file: src/utils.py
start line: 0
end line: 0
size: 2 LOC
McCabe index: 1
number of parameters: 2