id: 1 unit: def create_pipeline() file: retail/recommendation-system/bqml-scann/tfx_pipeline/pipeline.py start line: 0 end line: 0 size: 142 LOC McCabe index: 6 number of parameters: 16 id: 2 unit: def Do() file: retail/recommendation-system/bqml-scann/tfx_pipeline/scann_evaluator.py start line: 0 end line: 0 size: 72 LOC McCabe index: 11 number of parameters: 7 id: 3 unit: def __init__() file: retail/recommendation-system/bqml-scann/tfx_pipeline/lookup_creator.py start line: 0 end line: 0 size: 37 LOC McCabe index: 3 number of parameters: 4 id: 4 unit: def training_pipeline() file: retail/recommendation-system/bqml-mlops/part_2/pipeline.py start line: 0 end line: 0 size: 35 LOC McCabe index: 4 number of parameters: 4 id: 5 unit: def __init__() file: retail/recommendation-system/bqml-scann/embeddings_lookup/lookup_creator.py start line: 0 end line: 0 size: 31 LOC McCabe index: 5 number of parameters: 3 id: 6 unit: def load_embeddings() file: retail/recommendation-system/bqml-scann/tfx_pipeline/scann_indexer.py start line: 0 end line: 0 size: 26 LOC McCabe index: 2 number of parameters: 2 id: 7 unit: def __init__() file: retail/recommendation-system/bqml-scann/tfx_pipeline/scann_evaluator.py start line: 0 end line: 0 size: 25 LOC McCabe index: 3 number of parameters: 9 id: 8 unit: def get_args() file: retail/recommendation-system/bqml-scann/index_builder/builder/task.py start line: 0 end line: 0 size: 23 LOC McCabe index: 1 number of parameters: 0 id: 9 unit: def compute_pmi() file: retail/recommendation-system/bqml-scann/tfx_pipeline/bq_components.py start line: 0 end line: 0 size: 22 LOC McCabe index: 2 number of parameters: 5 id: 10 unit: def train_item_matching_model() file: retail/recommendation-system/bqml-scann/tfx_pipeline/bq_components.py start line: 0 end line: 0 size: 21 LOC McCabe index: 1 number of parameters: 5 id: 11 unit: def run_bigquery_ddl() file: retail/recommendation-system/bqml-mlops/part_2/pipeline.py start line: 0 end line: 0 size: 20 LOC McCabe index: 2 number of parameters: 3 id: 12 unit: def load_embeddings() file: retail/recommendation-system/bqml-scann/index_builder/builder/indexer.py start line: 0 end line: 0 size: 19 LOC McCabe index: 4 number of parameters: 1 id: 13 unit: def extract_embeddings() file: retail/recommendation-system/bqml-scann/tfx_pipeline/bq_components.py start line: 0 end line: 0 size: 19 LOC McCabe index: 2 number of parameters: 4 id: 14 unit: def predict() file: retail/recommendation-system/bqml-scann/index_server/main.py start line: 0 end line: 0 size: 18 LOC McCabe index: 4 number of parameters: 2 id: 15 unit: def build_index() file: retail/recommendation-system/bqml-scann/index_builder/builder/indexer.py start line: 0 end line: 0 size: 17 LOC McCabe index: 2 number of parameters: 2 id: 16 unit: def add_MatchServiceServicer_to_server() file: retail/recommendation-system/bqml-scann/ann_grpc/match_pb2_grpc.py start line: 0 end line: 0 size: 16 LOC McCabe index: 1 number of parameters: 2 id: 17 unit: def main() file: retail/recommendation-system/bqml-mlops/part_2/pipeline.py start line: 0 end line: 0 size: 15 LOC McCabe index: 3 number of parameters: 1 id: 18 unit: def run() file: retail/recommendation-system/bqml-scann/embeddings_exporter/pipeline.py start line: 0 end line: 0 size: 15 LOC McCabe index: 1 number of parameters: 4 id: 19 unit: def Match() file: retail/recommendation-system/bqml-scann/ann_grpc/match_pb2_grpc.py start line: 0 end line: 0 size: 15 LOC McCabe index: 1 number of parameters: 3 id: 20 unit: def BatchMatch() file: retail/recommendation-system/bqml-scann/ann_grpc/match_pb2_grpc.py start line: 0 end line: 0 size: 15 LOC McCabe index: 1 number of parameters: 3 id: 21 unit: def build_index() file: retail/recommendation-system/bqml-scann/tfx_pipeline/scann_indexer.py start line: 0 end line: 0 size: 15 LOC McCabe index: 2 number of parameters: 2 id: 22 unit: def run_fn() file: retail/recommendation-system/bqml-scann/tfx_pipeline/lookup_creator.py start line: 0 end line: 0 size: 13 LOC McCabe index: 1 number of parameters: 1 id: 23 unit: def get_args() file: retail/recommendation-system/bqml-scann/embeddings_exporter/runner.py start line: 0 end line: 0 size: 12 LOC McCabe index: 1 number of parameters: 1 id: 24 unit: def save_index() file: retail/recommendation-system/bqml-scann/index_builder/builder/indexer.py start line: 0 end line: 0 size: 12 LOC McCabe index: 1 number of parameters: 3 id: 25 unit: def save_index() file: retail/recommendation-system/bqml-scann/tfx_pipeline/scann_indexer.py start line: 0 end line: 0 size: 12 LOC McCabe index: 1 number of parameters: 3 id: 26 unit: def __init__() file: retail/recommendation-system/bqml-scann/ann_grpc/match_pb2_grpc.py start line: 0 end line: 0 size: 11 LOC McCabe index: 1 number of parameters: 2 id: 27 unit: def __call__() file: retail/recommendation-system/bqml-scann/embeddings_lookup/lookup_creator.py start line: 0 end line: 0 size: 10 LOC McCabe index: 1 number of parameters: 2 id: 28 unit: def export_saved_model() file: retail/recommendation-system/bqml-scann/embeddings_lookup/lookup_creator.py start line: 0 end line: 0 size: 10 LOC McCabe index: 1 number of parameters: 2 id: 29 unit: def __call__() file: retail/recommendation-system/bqml-scann/tfx_pipeline/lookup_creator.py start line: 0 end line: 0 size: 10 LOC McCabe index: 1 number of parameters: 2 id: 30 unit: def run_fn() file: retail/recommendation-system/bqml-scann/tfx_pipeline/scann_indexer.py start line: 0 end line: 0 size: 10 LOC McCabe index: 1 number of parameters: 1 id: 31 unit: def get_query() file: retail/recommendation-system/bqml-scann/embeddings_exporter/pipeline.py start line: 0 end line: 0 size: 9 LOC McCabe index: 1 number of parameters: 2 id: 32 unit: def export_bqml_model() file: retail/recommendation-system/bqml-mlops/part_2/pipeline.py start line: 0 end line: 0 size: 8 LOC McCabe index: 1 number of parameters: 3 id: 33 unit: def __init__() file: retail/recommendation-system/bqml-scann/index_server/matching.py start line: 0 end line: 0 size: 8 LOC McCabe index: 1 number of parameters: 2 id: 34 unit: def main() file: retail/recommendation-system/bqml-scann/embeddings_exporter/runner.py start line: 0 end line: 0 size: 8 LOC McCabe index: 1 number of parameters: 1 id: 35 unit: def __init__() file: retail/recommendation-system/bqml-scann/tfx_pipeline/item_matcher.py start line: 0 end line: 0 size: 8 LOC McCabe index: 1 number of parameters: 2 id: 36 unit: def match() file: retail/recommendation-system/bqml-scann/tfx_pipeline/item_matcher.py start line: 0 end line: 0 size: 8 LOC McCabe index: 2 number of parameters: 3 id: 37 unit: def validate_request() file: retail/recommendation-system/bqml-scann/index_server/main.py start line: 0 end line: 0 size: 7 LOC McCabe index: 2 number of parameters: 2 id: 38 unit: def __init__() file: retail/recommendation-system/bqml-scann/index_server/lookup.py start line: 0 end line: 0 size: 7 LOC McCabe index: 1 number of parameters: 5 id: 39 unit: def main() file: retail/recommendation-system/bqml-scann/index_builder/builder/task.py start line: 0 end line: 0 size: 7 LOC McCabe index: 1 number of parameters: 0 id: 40 unit: def match() file: retail/recommendation-system/bqml-scann/index_server/matching.py start line: 0 end line: 0 size: 6 LOC McCabe index: 2 number of parameters: 3 id: 41 unit: def lookup() file: retail/recommendation-system/bqml-scann/index_server/lookup.py start line: 0 end line: 0 size: 6 LOC McCabe index: 2 number of parameters: 2 id: 42 unit: def to_csv() file: retail/recommendation-system/bqml-scann/embeddings_exporter/pipeline.py start line: 0 end line: 0 size: 6 LOC McCabe index: 2 number of parameters: 1 id: 43 unit: def build() file: retail/recommendation-system/bqml-scann/index_builder/builder/indexer.py start line: 0 end line: 0 size: 6 LOC McCabe index: 1 number of parameters: 3 id: 44 unit: def match() file: retail/recommendation-system/bqml-scann/tfx_pipeline/item_matcher.py start line: 0 end line: 0 size: 6 LOC McCabe index: 2 number of parameters: 3 id: 45 unit: def __init__() file: retail/recommendation-system/bqml-scann/tfx_pipeline/item_matcher.py start line: 0 end line: 0 size: 5 LOC McCabe index: 1 number of parameters: 3 id: 46 unit: def Match() file: retail/recommendation-system/bqml-scann/ann_grpc/match_pb2_grpc.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 3 id: 47 unit: def BatchMatch() file: retail/recommendation-system/bqml-scann/ann_grpc/match_pb2_grpc.py start line: 0 end line: 0 size: 4 LOC McCabe index: 1 number of parameters: 3 id: 48 unit: def train_matrix_factorization_model() file: retail/recommendation-system/bqml-mlops/part_2/pipeline.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 3 id: 49 unit: def evaluate_matrix_factorization_model() file: retail/recommendation-system/bqml-mlops/part_2/pipeline.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 3 id: 50 unit: def create_user_features() file: retail/recommendation-system/bqml-mlops/part_2/pipeline.py start line: 0 end line: 0 size: 2 LOC McCabe index: 2 number of parameters: 4 id: 51 unit: def create_hotel_features() file: retail/recommendation-system/bqml-mlops/part_2/pipeline.py start line: 0 end line: 0 size: 2 LOC McCabe index: 2 number of parameters: 4 id: 52 unit: def combine_features() file: retail/recommendation-system/bqml-mlops/part_2/pipeline.py start line: 0 end line: 0 size: 2 LOC McCabe index: 2 number of parameters: 6 id: 53 unit: def train_xgboost_model() file: retail/recommendation-system/bqml-mlops/part_2/pipeline.py start line: 0 end line: 0 size: 2 LOC McCabe index: 2 number of parameters: 4 id: 54 unit: def evaluate_class() file: retail/recommendation-system/bqml-mlops/part_2/pipeline.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 5 id: 55 unit: def health() file: retail/recommendation-system/bqml-scann/index_server/main.py start line: 0 end line: 0 size: 2 LOC McCabe index: 1 number of parameters: 2