id: 1 unit: def run() file: 11_realtime/make_predictions.py start line: 0 end line: 0 size: 97 LOC McCabe index: 10 number of parameters: 5 id: 2 unit: def run() file: 04_streaming/transform/df06.py start line: 0 end line: 0 size: 70 LOC McCabe index: 1 number of parameters: 2 id: 3 unit: def run_experiment() file: 07_sparkml/experiment.py start line: 0 end line: 0 size: 68 LOC McCabe index: 11 number of parameters: 4 id: 4 unit: def do_hyperparameter_tuning() file: 10_mlops/train_on_vertexai.py start line: 0 end line: 0 size: 63 LOC McCabe index: 6 number of parameters: 5 id: 5 unit: def run() file: 11_realtime/create_traindata.py start line: 0 end line: 0 size: 57 LOC McCabe index: 6 number of parameters: 4 id: 6 unit: def create_model() file: 10_mlops/model.py start line: 0 end line: 0 size: 56 LOC McCabe index: 8 number of parameters: 0 id: 7 unit: def run() file: 04_streaming/transform/df07.py start line: 0 end line: 0 size: 54 LOC McCabe index: 1 number of parameters: 3 id: 8 unit: def train_and_evaluate() file: 10_mlops/model.py start line: 0 end line: 0 size: 46 LOC McCabe index: 7 number of parameters: 5 id: 9 unit: def train_custom_model() file: 10_mlops/train_on_vertexai.py start line: 0 end line: 0 size: 45 LOC McCabe index: 6 number of parameters: 6 id: 10 unit: def main() file: 10_mlops/train_on_vertexai.py start line: 0 end line: 0 size: 40 LOC McCabe index: 6 number of parameters: 0 id: 11 unit: def run() file: 04_streaming/realtime/avg01.py start line: 0 end line: 0 size: 39 LOC McCabe index: 2 number of parameters: 3 id: 12 unit: def run() file: 04_streaming/realtime/avg02.py start line: 0 end line: 0 size: 37 LOC McCabe index: 2 number of parameters: 3 id: 13 unit: def run() file: 04_streaming/realtime/avg03.py start line: 0 end line: 0 size: 37 LOC McCabe index: 2 number of parameters: 3 id: 14 unit: def run_logistic() file: 07_sparkml/logistic.py start line: 0 end line: 0 size: 37 LOC McCabe index: 2 number of parameters: 1 id: 15 unit: def run_bayes() file: 06_dataproc/bayes_on_spark.py start line: 0 end line: 0 size: 37 LOC McCabe index: 3 number of parameters: 1 id: 16 unit: def create_features_and_label() file: 11_realtime/flightstxf/flights_transforms.py start line: 0 end line: 0 size: 36 LOC McCabe index: 10 number of parameters: 2 id: 17 unit: def eval() file: 07_sparkml/experiment.py start line: 0 end line: 0 size: 27 LOC McCabe index: 3 number of parameters: 1 id: 18 unit: def tz_correct() file: 04_streaming/transform/df06.py start line: 0 end line: 0 size: 24 LOC McCabe index: 6 number of parameters: 2 id: 19 unit: def tz_correct() file: 04_streaming/transform/df04.py start line: 0 end line: 0 size: 22 LOC McCabe index: 5 number of parameters: 2 id: 20 unit: def run() file: 04_streaming/transform/df05.py start line: 0 end line: 0 size: 22 LOC McCabe index: 1 number of parameters: 0 id: 21 unit: def eval_model() file: 07_sparkml/logistic.py start line: 0 end line: 0 size: 22 LOC McCabe index: 3 number of parameters: 1 id: 22 unit: def tz_correct() file: 04_streaming/transform/df05.py start line: 0 end line: 0 size: 21 LOC McCabe index: 5 number of parameters: 2 id: 23 unit: def notify() file: 04_streaming/simulate/simulate.py start line: 0 end line: 0 size: 21 LOC McCabe index: 7 number of parameters: 6 id: 24 unit: def get_next_event() file: 04_streaming/transform/df06.py start line: 0 end line: 0 size: 20 LOC McCabe index: 6 number of parameters: 1 id: 25 unit: def get_next_event() file: 04_streaming/transform/df07.py start line: 0 end line: 0 size: 20 LOC McCabe index: 6 number of parameters: 1 id: 26 unit: def train_automl_model() file: 10_mlops/train_on_vertexai.py start line: 0 end line: 0 size: 19 LOC McCabe index: 2 number of parameters: 3 id: 27 unit: def tz_correct() file: 04_streaming/transform/df07.py start line: 0 end line: 0 size: 17 LOC McCabe index: 4 number of parameters: 2 id: 28 unit: def read_dataset() file: 10_mlops/model.py start line: 0 end line: 0 size: 17 LOC McCabe index: 3 number of parameters: 4 id: 29 unit: def compute_stats() file: 04_streaming/realtime/avg02.py start line: 0 end line: 0 size: 16 LOC McCabe index: 9 number of parameters: 2 id: 30 unit: def compute_stats() file: 04_streaming/realtime/avg03.py start line: 0 end line: 0 size: 16 LOC McCabe index: 9 number of parameters: 2 id: 31 unit: def ingest_flights() file: 02_ingest/monthlyupdate/main.py start line: 0 end line: 0 size: 16 LOC McCabe index: 8 number of parameters: 0 id: 32 unit: def as_utc() file: 04_streaming/transform/df04.py start line: 0 end line: 0 size: 14 LOC McCabe index: 3 number of parameters: 3 id: 33 unit: def as_utc() file: 04_streaming/transform/df06.py start line: 0 end line: 0 size: 14 LOC McCabe index: 3 number of parameters: 3 id: 34 unit: def as_utc() file: 04_streaming/transform/df05.py start line: 0 end line: 0 size: 14 LOC McCabe index: 3 number of parameters: 3 id: 35 unit: def as_utc() file: 04_streaming/transform/df03.py start line: 0 end line: 0 size: 14 LOC McCabe index: 3 number of parameters: 3 id: 36 unit: def tz_correct() file: 04_streaming/transform/df03.py start line: 0 end line: 0 size: 14 LOC McCabe index: 4 number of parameters: 2 id: 37 unit: def as_utc() file: 04_streaming/transform/df07.py start line: 0 end line: 0 size: 14 LOC McCabe index: 3 number of parameters: 3 id: 38 unit: def get_next_event() file: 04_streaming/transform/df05.py start line: 0 end line: 0 size: 13 LOC McCabe index: 4 number of parameters: 1 id: 39 unit: def add_stats() file: 11_realtime/flightstxf/flights_transforms.py start line: 0 end line: 0 size: 13 LOC McCabe index: 7 number of parameters: 2 id: 40 unit: def wide_and_deep_classifier() file: 10_mlops/model.py start line: 0 end line: 0 size: 13 LOC McCabe index: 3 number of parameters: 4 id: 41 unit: def approx_miles_between() file: 11_realtime/flightstxf/flights_transforms.py start line: 0 end line: 0 size: 12 LOC McCabe index: 1 number of parameters: 4 id: 42 unit: def transform_events_to_features() file: 11_realtime/flightstxf/flights_transforms.py start line: 0 end line: 0 size: 12 LOC McCabe index: 2 number of parameters: 2 id: 43 unit: def setup() file: 11_realtime/make_predictions.py start line: 0 end line: 0 size: 11 LOC McCabe index: 2 number of parameters: 1 id: 44 unit: def get_data_split_2019() file: 11_realtime/flightstxf/flights_transforms.py start line: 0 end line: 0 size: 11 LOC McCabe index: 3 number of parameters: 1 id: 45 unit: def RunCustomCommand() file: 04_streaming/transform/setup.py start line: 0 end line: 0 size: 10 LOC McCabe index: 3 number of parameters: 2 id: 46 unit: def addtimezone() file: 04_streaming/transform/df02.py start line: 0 end line: 0 size: 10 LOC McCabe index: 3 number of parameters: 2 id: 47 unit: def process() file: 11_realtime/make_predictions.py start line: 0 end line: 0 size: 10 LOC McCabe index: 5 number of parameters: 2 id: 48 unit: def RunCustomCommand() file: 11_realtime/setup.py start line: 0 end line: 0 size: 10 LOC McCabe index: 3 number of parameters: 2 id: 49 unit: def get_data_split() file: 11_realtime/flightstxf/flights_transforms.py start line: 0 end line: 0 size: 10 LOC McCabe index: 3 number of parameters: 1 id: 50 unit: def addtimezone() file: 04_streaming/transform/df04.py start line: 0 end line: 0 size: 9 LOC McCabe index: 2 number of parameters: 2 id: 51 unit: def addtimezone() file: 04_streaming/transform/df06.py start line: 0 end line: 0 size: 9 LOC McCabe index: 2 number of parameters: 2 id: 52 unit: def addtimezone() file: 04_streaming/transform/df05.py start line: 0 end line: 0 size: 9 LOC McCabe index: 2 number of parameters: 2 id: 53 unit: def addtimezone() file: 04_streaming/transform/df07.py start line: 0 end line: 0 size: 9 LOC McCabe index: 2 number of parameters: 2 id: 54 unit: def get_category() file: 07_sparkml/experiment.py start line: 0 end line: 0 size: 9 LOC McCabe index: 5 number of parameters: 1 id: 55 unit: def run_pipeline() file: 10_mlops/train_on_vertexai.py start line: 0 end line: 0 size: 9 LOC McCabe index: 1 number of parameters: 0 id: 56 unit: def add_24h_if_before() file: 04_streaming/transform/df04.py start line: 0 end line: 0 size: 8 LOC McCabe index: 4 number of parameters: 2 id: 57 unit: def add_24h_if_before() file: 04_streaming/transform/df06.py start line: 0 end line: 0 size: 8 LOC McCabe index: 4 number of parameters: 2 id: 58 unit: def add_24h_if_before() file: 04_streaming/transform/df05.py start line: 0 end line: 0 size: 8 LOC McCabe index: 4 number of parameters: 2 id: 59 unit: def add_24h_if_before() file: 04_streaming/transform/df07.py start line: 0 end line: 0 size: 8 LOC McCabe index: 4 number of parameters: 2 id: 60 unit: def publish() file: 04_streaming/simulate/simulate.py start line: 0 end line: 0 size: 8 LOC McCabe index: 3 number of parameters: 4 id: 61 unit: def get_local_hour() file: 07_sparkml/experiment.py start line: 0 end line: 0 size: 8 LOC McCabe index: 1 number of parameters: 2 id: 62 unit: def addtimezone() file: 04_streaming/transform/df03.py start line: 0 end line: 0 size: 7 LOC McCabe index: 2 number of parameters: 2 id: 63 unit: def is_normal_operation() file: 11_realtime/flightstxf/flights_transforms.py start line: 0 end line: 0 size: 7 LOC McCabe index: 5 number of parameters: 1 id: 64 unit: def dict_to_csv() file: 11_realtime/create_traindata.py start line: 0 end line: 0 size: 6 LOC McCabe index: 3 number of parameters: 1 id: 65 unit: def assign_timestamp() file: 11_realtime/flightstxf/flights_transforms.py start line: 0 end line: 0 size: 6 LOC McCabe index: 1 number of parameters: 1 id: 66 unit: def by_airport() file: 04_streaming/realtime/avg02.py start line: 0 end line: 0 size: 5 LOC McCabe index: 2 number of parameters: 1 id: 67 unit: def by_airport() file: 04_streaming/realtime/avg03.py start line: 0 end line: 0 size: 5 LOC McCabe index: 2 number of parameters: 1 id: 68 unit: def airport_timezone() file: 04_streaming/transform/df07.py start line: 0 end line: 0 size: 5 LOC McCabe index: 2 number of parameters: 2 id: 69 unit: def create_event_row() file: 04_streaming/transform/df06.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 1 id: 70 unit: def create_event_row() file: 04_streaming/transform/df07.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 1 id: 71 unit: def to_datetime() file: 11_realtime/flightstxf/flights_transforms.py start line: 0 end line: 0 size: 4 LOC McCabe index: 2 number of parameters: 1 id: 72 unit: def run() file: 04_streaming/transform/setup.py start line: 0 end line: 0 size: 3 LOC McCabe index: 2 number of parameters: 1 id: 73 unit: def run() file: 11_realtime/setup.py start line: 0 end line: 0 size: 3 LOC McCabe index: 2 number of parameters: 1 id: 74 unit: def compute_mean() file: 11_realtime/flightstxf/flights_transforms.py start line: 0 end line: 0 size: 3 LOC McCabe index: 5 number of parameters: 2 id: 75 unit: def features_and_labels() file: 10_mlops/model.py start line: 0 end line: 0 size: 3 LOC McCabe index: 2 number of parameters: 1 id: 76 unit: def initialize_options() file: 04_streaming/transform/setup.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 77 unit: def finalize_options() file: 04_streaming/transform/setup.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 78 unit: def __init__() file: 11_realtime/make_predictions.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 79 unit: def initialize_options() file: 11_realtime/setup.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 80 unit: def finalize_options() file: 11_realtime/setup.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 81 unit: def rmse() file: 10_mlops/model.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2