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start line: 0 end line: 0 size: 39 LOC McCabe index: 9 number of parameters: 1 id: 8 unit: def run_pipeline_from_func() file: python/pipelines/pipeline_ops.py start line: 0 end line: 0 size: 36 LOC McCabe index: 4 number of parameters: 17 id: 9 unit: def prediction_binary_classification_regression_pl() file: python/pipelines/tabular_pipelines.py start line: 0 end line: 0 size: 29 LOC McCabe index: 1 number of parameters: 0 id: 10 unit: def compile_pipeline() file: python/pipelines/pipeline_ops.py start line: 0 end line: 0 size: 26 LOC McCabe index: 3 number of parameters: 9 id: 11 unit: def process() file: python/activation/main.py start line: 0 end line: 0 size: 26 LOC McCabe index: 3 number of parameters: 2 id: 12 unit: def apply_config_parameters_to_all_tables() file: tasks.py start line: 0 end line: 0 size: 26 LOC McCabe index: 11 number of parameters: 2 id: 13 unit: def _create_model() file: python/pipelines/components/python/component.py start line: 0 end line: 0 size: 24 LOC McCabe index: 1 number of parameters: 1 id: 14 unit: def _create_auto_audience_segmentation_full_dataset_preparation_procedure() file: python/pipelines/components/bigquery/component.py start line: 0 end line: 0 size: 23 LOC McCabe index: 7 number of parameters: 9 id: 15 unit: def _extract_schema_from_bigquery() file: python/pipelines/pipeline_ops.py start line: 0 end line: 0 size: 23 LOC McCabe index: 4 number of parameters: 4 id: 16 unit: def pause_schedule() file: python/pipelines/pipeline_ops.py start line: 0 end line: 0 size: 23 LOC McCabe index: 5 number of parameters: 3 id: 17 unit: def prediction_binary_classification_pl() file: python/pipelines/tabular_pipelines.py start line: 0 end line: 0 size: 21 LOC McCabe index: 1 number of parameters: 0 id: 18 unit: def bq_clustering_exec() file: python/pipelines/components/bigquery/component.py start line: 0 end line: 0 size: 20 LOC McCabe index: 1 number of parameters: 0 id: 19 unit: def prediction_regression_pl() file: 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line: 0 size: 17 LOC McCabe index: 2 number of parameters: 2 id: 26 unit: def main() file: python/lookerstudio/lookerstudio_deployment.py start line: 0 end line: 0 size: 16 LOC McCabe index: 10 number of parameters: 0 id: 27 unit: def auto_audience_segmentation_feature_engineering_pipeline() file: python/pipelines/feature_engineering_pipelines.py start line: 0 end line: 0 size: 16 LOC McCabe index: 1 number of parameters: 0 id: 28 unit: def _objective() file: python/pipelines/components/python/component.py start line: 0 end line: 0 size: 16 LOC McCabe index: 4 number of parameters: 1 id: 29 unit: def _objective() file: python/pipelines/components/python/component.py start line: 0 end line: 0 size: 16 LOC McCabe index: 4 number of parameters: 1 id: 30 unit: def run_pipeline() file: python/pipelines/pipeline_ops.py start line: 0 end line: 0 size: 16 LOC McCabe index: 1 number of parameters: 0 id: 31 unit: def training_pl() file: python/pipelines/segmentation_pipelines.py start line: 0 end line: 0 size: 15 LOC McCabe index: 1 number of parameters: 0 id: 32 unit: def training_pl() file: python/pipelines/auto_segmentation_pipelines.py start line: 0 end line: 0 size: 15 LOC McCabe index: 1 number of parameters: 0 id: 33 unit: def apply_config_parameters_to_all_procedures() file: tasks.py start line: 0 end line: 0 size: 15 LOC McCabe index: 5 number of parameters: 2 id: 34 unit: def apply_config_parameters_to_all_datasets() file: tasks.py start line: 0 end line: 0 size: 15 LOC McCabe index: 5 number of parameters: 2 id: 35 unit: def apply_config_parameters_to_all_queries() file: tasks.py start line: 0 end line: 0 size: 15 LOC McCabe index: 5 number of parameters: 2 id: 36 unit: def check_view_exists() file: python/lookerstudio/lookerstudio_deployment.py start line: 0 end line: 0 size: 14 LOC McCabe index: 10 number of parameters: 1 id: 37 unit: def create_custom_event() file: python/ga4_setup/setup.py start line: 0 end line: 0 size: 14 LOC McCabe index: 1 number of parameters: 2 id: 38 unit: def check_extention() file: python/base_component_image/build-push.py start line: 0 end line: 0 size: 13 LOC McCabe index: 5 number of parameters: 2 id: 39 unit: def batch_prediction() file: python/pipelines/components/vertex/component.py start line: 0 end line: 0 size: 13 LOC McCabe index: 1 number of parameters: 0 id: 40 unit: def bq_dynamic_query_exec_output() file: python/pipelines/components/bigquery/component.py start line: 0 end line: 0 size: 12 LOC McCabe index: 1 number of parameters: 0 id: 41 unit: def bq_dynamic_stored_procedure_exec_output_full_dataset_preparation() file: python/pipelines/components/bigquery/component.py start line: 0 end line: 0 size: 12 LOC McCabe index: 1 number of parameters: 0 id: 42 unit: def train_scikit_cluster_model() file: python/pipelines/components/python/component.py start line: 0 end line: 0 size: 12 LOC McCabe index: 1 number of parameters: 0 id: 43 unit: def prediction_pl() file: python/pipelines/segmentation_pipelines.py start line: 0 end line: 0 size: 12 LOC McCabe index: 2 number of parameters: 0 id: 44 unit: def prediction_pl() file: python/pipelines/auto_segmentation_pipelines.py start line: 0 end line: 0 size: 12 LOC McCabe index: 2 number of parameters: 0 id: 45 unit: def gcs_read_file() file: python/activation/main.py start line: 0 end line: 0 size: 12 LOC McCabe index: 6 number of parameters: 2 id: 46 unit: def delete_pipeline_artefact_registry() file: python/pipelines/pipeline_ops.py start line: 0 end line: 0 size: 11 LOC McCabe index: 1 number of parameters: 4 id: 47 unit: def create_custom_dimension() file: python/ga4_setup/setup.py start line: 0 end line: 0 size: 11 LOC McCabe index: 1 number of parameters: 3 id: 48 unit: def elect_best_tabular_model() file: python/pipelines/components/vertex/component.py start line: 0 end line: 0 size: 10 LOC McCabe index: 1 number of parameters: 0 id: 49 unit: def _create_gcs_bucket() file: python/pipelines/components/python/component.py start line: 0 end line: 0 size: 10 LOC McCabe index: 2 number of parameters: 1 id: 50 unit: def hyper_parameter_tuning_scikit_audience_model() file: python/pipelines/components/python/component.py start line: 0 end line: 0 size: 10 LOC McCabe index: 1 number of parameters: 0 id: 51 unit: def read_custom_transformation_file() file: python/pipelines/pipeline_ops.py start line: 0 end line: 0 size: 10 LOC McCabe index: 3 number of parameters: 1 id: 52 unit: def __init__() file: python/activation/main.py start line: 0 end line: 0 size: 10 LOC McCabe index: 1 number of parameters: 2 id: 53 unit: def create_measurement_protocol_secret() file: python/ga4_setup/setup.py start line: 0 end line: 0 size: 10 LOC McCabe index: 1 number of parameters: 3 id: 54 unit: def lead_score_propensity_feature_engineering_pipeline() file: python/pipelines/feature_engineering_pipelines.py start line: 0 end line: 0 size: 9 LOC McCabe index: 1 number of parameters: 0 id: 55 unit: def purchase_propensity_feature_engineering_pipeline() file: python/pipelines/feature_engineering_pipelines.py start line: 0 end line: 0 size: 9 LOC McCabe index: 1 number of parameters: 0 id: 56 unit: def churn_propensity_feature_engineering_pipeline() file: python/pipelines/feature_engineering_pipelines.py start line: 0 end line: 0 size: 9 LOC McCabe index: 1 number of parameters: 0 id: 57 unit: def customer_lifetime_value_feature_engineering_pipeline() file: python/pipelines/feature_engineering_pipelines.py start line: 0 end line: 0 size: 9 LOC McCabe index: 1 number of parameters: 0 id: 58 unit: def bq_flatten_tabular_binary_prediction_table() file: python/pipelines/components/bigquery/component.py start line: 0 end line: 0 size: 9 LOC McCabe index: 1 number of parameters: 0 id: 59 unit: def bq_union_predictions_tables() file: python/pipelines/components/bigquery/component.py start line: 0 end line: 0 size: 9 LOC McCabe index: 1 number of parameters: 0 id: 60 unit: def retry_if_exception_type() file: python/pipelines/components/bigquery/component.py start line: 0 end line: 0 size: 9 LOC McCabe index: 2 number of parameters: 1 id: 61 unit: def execute_query_with_retries() file: python/pipelines/components/bigquery/component.py start line: 0 end line: 0 size: 9 LOC McCabe index: 4 number of parameters: 1 id: 62 unit: def explanation_tabular_workflow_regression_pl() file: python/pipelines/tabular_pipelines.py start line: 0 end line: 0 size: 9 LOC McCabe index: 1 number of parameters: 0 id: 63 unit: def extract_event() file: python/activation/main.py start line: 0 end line: 0 size: 9 LOC McCabe index: 4 number of parameters: 2 id: 64 unit: def load_activation_type_configuration() file: python/activation/main.py start line: 0 end line: 0 size: 9 LOC McCabe index: 1 number of parameters: 1 id: 65 unit: def get_measurement_protocol_secret_value() file: python/ga4_setup/setup.py start line: 0 end line: 0 size: 9 LOC McCabe index: 3 number of parameters: 3 id: 66 unit: def update_custom_event_with_new_prefix() file: python/ga4_setup/setup.py start line: 0 end line: 0 size: 9 LOC McCabe index: 1 number of parameters: 3 id: 67 unit: def lint() file: tasks.py start line: 0 end line: 0 size: 9 LOC McCabe index: 1 number of parameters: 1 id: 68 unit: def _determine_local_import_names() file: tasks.py start line: 0 end line: 0 size: 9 LOC McCabe index: 6 number of parameters: 1 id: 69 unit: def run() file: python/base_component_image/build-push.py start line: 0 end line: 0 size: 8 LOC McCabe index: 1 number of parameters: 4 id: 70 unit: def audience_segmentation_feature_engineering_pipeline() file: python/pipelines/feature_engineering_pipelines.py start line: 0 end line: 0 size: 8 LOC McCabe index: 1 number of parameters: 0 id: 71 unit: def create_custom_dimensions() file: python/ga4_setup/setup.py start line: 0 end line: 0 size: 8 LOC McCabe index: 1 number of parameters: 1 id: 72 unit: def update_custom_dimension_with_new_prefix() file: python/ga4_setup/setup.py start line: 0 end line: 0 size: 8 LOC McCabe index: 1 number of parameters: 3 id: 73 unit: def add_data_source() file: python/lookerstudio/lookerstudio_deployment.py start line: 0 end line: 0 size: 7 LOC McCabe index: 4 number of parameters: 1 id: 74 unit: def bq_clustering_predictions() file: python/pipelines/components/bigquery/component.py start line: 0 end line: 0 size: 7 LOC McCabe index: 1 number of parameters: 0 id: 75 unit: def bq_flatten_tabular_regression_table() file: python/pipelines/components/bigquery/component.py start line: 0 end line: 0 size: 7 LOC McCabe index: 1 number of parameters: 0 id: 76 unit: def _upload_to_gcs() file: python/pipelines/components/python/component.py start line: 0 end line: 0 size: 7 LOC McCabe index: 1 number of parameters: 3 id: 77 unit: def check_extention() file: python/pipelines/scheduler.py start line: 0 end line: 0 size: 7 LOC McCabe index: 3 number of parameters: 2 id: 78 unit: def check_extention() file: python/pipelines/uploader.py start line: 0 end line: 0 size: 7 LOC McCabe index: 3 number of parameters: 2 id: 79 unit: def generate_auto_transformation() file: python/pipelines/pipeline_ops.py start line: 0 end line: 0 size: 7 LOC McCabe index: 3 number of parameters: 1 id: 80 unit: def _get_project_number() file: python/pipelines/pipeline_ops.py start line: 0 end line: 0 size: 7 LOC McCabe index: 1 number of parameters: 1 id: 81 unit: def get_measurement_protocol_secret() file: python/ga4_setup/setup.py start line: 0 end line: 0 size: 7 LOC McCabe index: 2 number of parameters: 2 id: 82 unit: def load_event_names() file: python/ga4_setup/setup.py start line: 0 end line: 0 size: 7 LOC McCabe index: 2 number of parameters: 0 id: 83 unit: def create_custom_events() file: python/ga4_setup/setup.py start line: 0 end line: 0 size: 7 LOC McCabe index: 3 number of parameters: 1 id: 84 unit: def load_existing_ga4_custom_events() file: python/ga4_setup/setup.py start line: 0 end line: 0 size: 7 LOC McCabe index: 3 number of parameters: 1 id: 85 unit: def load_existing_ga4_custom_dimensions() file: python/ga4_setup/setup.py start line: 0 end line: 0 size: 7 LOC McCabe index: 3 number of parameters: 1 id: 86 unit: def aggregated_value_based_bidding_feature_engineering_pipeline() file: python/pipelines/feature_engineering_pipelines.py start line: 0 end line: 0 size: 6 LOC McCabe index: 1 number of parameters: 0 id: 87 unit: def gemini_insights_pl() file: python/pipelines/feature_engineering_pipelines.py start line: 0 end line: 0 size: 6 LOC McCabe index: 1 number of parameters: 0 id: 88 unit: def bq_stored_procedure_exec() file: python/pipelines/components/bigquery/component.py start line: 0 end line: 0 size: 6 LOC McCabe index: 1 number of parameters: 0 id: 89 unit: def write_tabular_model_explanation_to_bigquery() file: python/pipelines/components/bigquery/component.py start line: 0 end line: 0 size: 6 LOC McCabe index: 1 number of parameters: 0 id: 90 unit: def _isnan() file: python/pipelines/components/vertex/component.py start line: 0 end line: 0 size: 6 LOC McCabe index: 1 number of parameters: 1 id: 91 unit: def get_bucket_name_and_path() file: python/pipelines/pipeline_ops.py start line: 0 end line: 0 size: 6 LOC McCabe index: 2 number of parameters: 1 id: 92 unit: def write_to_gcs() file: python/pipelines/pipeline_ops.py start line: 0 end line: 0 size: 6 LOC McCabe index: 1 number of parameters: 2 id: 93 unit: def write_auto_transformations() file: python/pipelines/pipeline_ops.py start line: 0 end line: 0 size: 6 LOC McCabe index: 2 number of parameters: 2 id: 94 unit: def __init__() file: python/activation/main.py start line: 0 end line: 0 size: 6 LOC McCabe index: 2 number of parameters: 4 id: 95 unit: def extract_user_properties() file: python/activation/main.py start line: 0 end line: 0 size: 6 LOC McCabe index: 4 number of parameters: 2 id: 96 unit: def load_existing_ga4_custom_event_objs() file: python/ga4_setup/setup.py start line: 0 end line: 0 size: 6 LOC McCabe index: 1 number of parameters: 1 id: 97 unit: def create_custom_dimensions_for() file: python/ga4_setup/setup.py start line: 0 end line: 0 size: 6 LOC McCabe index: 3 number of parameters: 4 id: 98 unit: def load_existing_ga4_custom_dimension_objs() file: python/ga4_setup/setup.py start line: 0 end line: 0 size: 6 LOC McCabe index: 1 number of parameters: 1 id: 99 unit: def rename_existing_ga4_custom_events() file: python/ga4_setup/setup.py start line: 0 end line: 0 size: 6 LOC McCabe index: 4 number of parameters: 3 id: 100 unit: def rename_existing_ga4_custom_dimensions() file: python/ga4_setup/setup.py start line: 0 end line: 0 size: 6 LOC McCabe index: 4 number of parameters: 3 id: 101 unit: def __init__() file: python/base_component_image/ma_components/vertex.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 4 id: 102 unit: def reporting_preparation_pl() file: python/pipelines/feature_engineering_pipelines.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 0 id: 103 unit: def send_pubsub_activation_msg() file: python/pipelines/components/pubsub/component.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 0 id: 104 unit: def bq_evaluate() file: python/pipelines/components/bigquery/component.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 0 id: 105 unit: def bq_flatten_kmeans_prediction_table() file: python/pipelines/components/bigquery/component.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 0 id: 106 unit: def get_latest_model() file: python/pipelines/components/vertex/component.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 0 id: 107 unit: def return_unmanaged_model() file: python/pipelines/components/vertex/component.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 0 id: 108 unit: def get_tabular_model_explanation() file: python/pipelines/components/vertex/component.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 0 id: 109 unit: def write_custom_transformations() file: python/pipelines/pipeline_ops.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 2 id: 110 unit: def get_gcp_bearer_token() file: python/pipelines/pipeline_ops.py start line: 0 end line: 0 size: 5 LOC McCabe index: 2 number of parameters: 0 id: 111 unit: def date_to_micro() file: python/activation/main.py start line: 0 end line: 0 size: 5 LOC McCabe index: 3 number of parameters: 2 id: 112 unit: def get_data_stream() file: python/ga4_setup/setup.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 3 id: 113 unit: def get_property() file: python/ga4_setup/setup.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 2 id: 114 unit: def require_venv() file: tasks.py start line: 0 end line: 0 size: 5 LOC McCabe index: 2 number of 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