id: 1 unit: def main() file: ml_service/pipelines/diabetes_regression_build_train_pipeline.py start line: 0 end line: 0 size: 136 LOC McCabe index: 9 number of parameters: 0 id: 2 unit: def main() file: diabetes_regression/register/register_model.py start line: 0 end line: 0 size: 108 LOC McCabe index: 12 number of parameters: 0 id: 3 unit: def main() file: diabetes_regression/training/train_aml.py start line: 0 end line: 0 size: 92 LOC McCabe index: 8 number of parameters: 0 id: 4 unit: def main() file: ml_service/pipelines/run_train_pipeline.py start line: 0 end line: 0 size: 52 LOC McCabe index: 10 number of parameters: 0 id: 5 unit: def parse_args() file: diabetes_regression/scoring/parallel_batchscore.py start line: 0 end line: 0 size: 45 LOC McCabe index: 16 number of parameters: 0 id: 6 unit: def build_batchscore_pipeline() file: ml_service/pipelines/diabetes_regression_build_parallel_batchscore_pipeline.py start line: 0 end line: 0 size: 40 LOC McCabe index: 2 number of parameters: 0 id: 7 unit: def main() file: ml_service/pipelines/diabetes_regression_build_train_pipeline_with_r.py start line: 0 end line: 0 size: 40 LOC McCabe index: 2 number of parameters: 0 id: 8 unit: def main() file: ml_service/pipelines/diabetes_regression_build_train_pipeline_with_r_on_dbricks.py start line: 0 end line: 0 size: 37 LOC McCabe index: 2 number of parameters: 0 id: 9 unit: def replace_project_name() file: bootstrap/bootstrap.py start line: 0 end line: 0 size: 34 LOC McCabe index: 3 number of parameters: 3 id: 10 unit: def copy_output() file: ml_service/pipelines/run_parallel_batchscore_pipeline.py start line: 0 end line: 0 size: 31 LOC McCabe index: 1 number of parameters: 2 id: 11 unit: def main() file: bootstrap/bootstrap.py start line: 0 end line: 0 size: 27 LOC McCabe index: 2 number of parameters: 1 id: 12 unit: def get_compute() file: ml_service/util/attach_compute.py start line: 0 end line: 0 size: 26 LOC McCabe index: 9 number of parameters: 4 id: 13 unit: def copy_output() file: diabetes_regression/scoring/parallel_batchscore_copyoutput.py start line: 0 end line: 0 size: 25 LOC McCabe index: 1 number of parameters: 1 id: 14 unit: def run_batchscore_pipeline() file: ml_service/pipelines/run_parallel_batchscore_pipeline.py start line: 0 end line: 0 size: 25 LOC McCabe index: 3 number of parameters: 0 id: 15 unit: def main() file: ml_service/util/smoke_test_scoring_service.py start line: 0 end line: 0 size: 25 LOC McCabe index: 2 number of parameters: 0 id: 16 unit: def get_fallback_input_dataset() file: ml_service/pipelines/diabetes_regression_build_parallel_batchscore_pipeline.py start line: 0 end line: 0 size: 24 LOC McCabe index: 3 number of parameters: 2 id: 17 unit: def call_web_service() file: ml_service/util/smoke_test_scoring_service.py start line: 0 end line: 0 size: 19 LOC McCabe index: 3 number of parameters: 3 id: 18 unit: def init() file: diabetes_regression/scoring/parallel_batchscore.py start line: 0 end line: 0 size: 16 LOC McCabe index: 2 number of parameters: 0 id: 19 unit: def call_web_app() file: ml_service/util/smoke_test_scoring_service.py start line: 0 end line: 0 size: 16 LOC McCabe index: 4 number of parameters: 2 id: 20 unit: def run() file: diabetes_regression/scoring/parallel_batchscore.py start line: 0 end line: 0 size: 15 LOC McCabe index: 5 number of parameters: 1 id: 21 unit: def get_pipeline() file: ml_service/pipelines/run_parallel_batchscore_pipeline.py start line: 0 end line: 0 size: 15 LOC McCabe index: 5 number of parameters: 3 id: 22 unit: def rename_files() file: bootstrap/bootstrap.py start line: 0 end line: 0 size: 13 LOC McCabe index: 4 number of parameters: 1 id: 23 unit: def rename_dir() file: bootstrap/bootstrap.py start line: 0 end line: 0 size: 11 LOC McCabe index: 4 number of parameters: 1 id: 24 unit: def run() file: diabetes_regression/scoring/score.py start line: 0 end line: 0 size: 11 LOC McCabe index: 3 number of parameters: 2 id: 25 unit: def main() file: diabetes_regression/training/train.py start line: 0 end line: 0 size: 11 LOC McCabe index: 3 number of parameters: 0 id: 26 unit: def get_input_dataset() file: ml_service/pipelines/diabetes_regression_build_parallel_batchscore_pipeline.py start line: 0 end line: 0 size: 11 LOC McCabe index: 1 number of parameters: 3 id: 27 unit: def model_already_registered() file: diabetes_regression/register/register_model.py start line: 0 end line: 0 size: 9 LOC McCabe index: 2 number of parameters: 3 id: 28 unit: def register_aml_model() file: diabetes_regression/register/register_model.py start line: 0 end line: 0 size: 9 LOC McCabe index: 1 number of parameters: 0 id: 29 unit: def create_sample_data_csv() file: ml_service/pipelines/load_sample_data.py start line: 0 end line: 0 size: 9 LOC McCabe index: 3 number of parameters: 2 id: 30 unit: def delete_dir() file: bootstrap/bootstrap.py start line: 0 end line: 0 size: 8 LOC McCabe index: 3 number of parameters: 1 id: 31 unit: def parse_args() file: diabetes_regression/scoring/parallel_batchscore_copyoutput.py start line: 0 end line: 0 size: 8 LOC McCabe index: 1 number of parameters: 0 id: 32 unit: def split_data() file: diabetes_regression/training/train.py start line: 0 end line: 0 size: 8 LOC McCabe index: 1 number of parameters: 1 id: 33 unit: def get_scoring_pipeline() file: ml_service/pipelines/diabetes_regression_build_parallel_batchscore_pipeline.py start line: 0 end line: 0 size: 8 LOC McCabe index: 1 number of parameters: 0 id: 34 unit: def validate_args() file: bootstrap/bootstrap.py start line: 0 end line: 0 size: 7 LOC McCabe index: 5 number of parameters: 1 id: 35 unit: def get_environment() file: ml_service/util/manage_environment.py start line: 0 end line: 0 size: 7 LOC McCabe index: 1 number of parameters: 0 id: 36 unit: def clean_dir() file: bootstrap/bootstrap.py start line: 0 end line: 0 size: 6 LOC McCabe index: 4 number of parameters: 1 id: 37 unit: def get_model() file: diabetes_regression/util/model_helper.py start line: 0 end line: 0 size: 6 LOC McCabe index: 1 number of parameters: 0 id: 38 unit: def init() file: diabetes_regression/scoring/score.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 0 id: 39 unit: def get_model_metrics() file: diabetes_regression/training/train.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 2 id: 40 unit: def register_dataset() file: diabetes_regression/training/train_aml.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 0 id: 41 unit: def __init__() file: bootstrap/bootstrap.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 3 id: 42 unit: def train_model() file: diabetes_regression/training/train.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 2 id: 43 unit: def get_current_workspace() file: diabetes_regression/util/model_helper.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 0 id: 44 unit: def parse_args() file: ml_service/pipelines/run_parallel_batchscore_pipeline.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 0 id: 45 unit: def project_directory() file: bootstrap/bootstrap.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 46 unit: def project_name() file: bootstrap/bootstrap.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 47 unit: def git_repo() file: bootstrap/bootstrap.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 48 unit: def init() file: diabetes_regression/scoring/scoreA.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 0 id: 49 unit: def run() file: diabetes_regression/scoring/scoreA.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 50 unit: def init() file: diabetes_regression/scoring/scoreB.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 0 id: 51 unit: def run() file: diabetes_regression/scoring/scoreB.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 1 id: 52 unit: def get_or_create_datastore() file: ml_service/pipelines/diabetes_regression_build_parallel_batchscore_pipeline.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 0 id: 53 unit: def get_output_location() file: ml_service/pipelines/diabetes_regression_build_parallel_batchscore_pipeline.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 0 id: 54 unit: def get_inputds_outputloc() file: ml_service/pipelines/diabetes_regression_build_parallel_batchscore_pipeline.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 0 id: 55 unit: def get_run_configs() file: ml_service/pipelines/diabetes_regression_build_parallel_batchscore_pipeline.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 0