GoogleCloudPlatform / realtime-embeddings-matching

Intro

Conditional complexity (also called cyclomatic complexity) is a term used to measure the complexity of software. The term refers to the number of possible paths through a program function. A higher value ofter means higher maintenance and testing costs (infosecinstitute.com).
Conditional complexity is calculated by counting all conditions in the program that can affect the execution path (e.g. if statement, loops, switches, and/or operators, try and catch blocks...).
Conditional complexity is measured at the unit level (methods, functions...).
Units are classified in four categories based on the measured McCabe index: 1-5 (simple units), 6-10 (medium complex units), 11-25 (complex units), 26+ (very complex units).

Learn more...

Conditional Complexity Overall

There are 50 units with 592 lines of code in units (71.2% of code).

0 very complex units (0 lines of code)
0 complex units (0 lines of code)
0 medium complex units (0 lines of code)
1 simple units (44 lines of code)
49 very simple units (548 lines of code)

Legend:

51+

26-50

11-25

6-10

1-5

Alternative Visuals

3D view of all units

Conditional Complexity per Extension

51+

26-50

11-25

6-10

1-5

Conditional Complexity per Logical Component

primary logical decomposition

51+

26-50

11-25

6-10

1-5

Most Complex Units

Top 50 most complex units

Unit	# lines	McCabe index	# params
def model_fn() in recommended-item-search/softmax_model.py	44	6	4
def validate_request() in text-semantic-search/semantic_search/main.py	10	5	2
def search() in text-semantic-search/semantic_search/main.py	14	4	0
def build_index() in text-semantic-search/index_builder/builder/index.py	37	3	3
def run() in text-semantic-search/embeddings_extraction/etl/pipeline.py	37	3	2
def remove_artifacts() in recommended-item-search/softmax_main.py	6	3	0
def make_tfrecord_files() in recommended-item-search/data_preparation.py	11	3	3
def _upload_to_gcs() in text-semantic-search/index_builder/builder/task.py	13	2	4
def upload_artefacts() in text-semantic-search/index_builder/builder/task.py	11	2	1
def embed_text() in text-semantic-search/embeddings_extraction/etl/pipeline.py	8	2	1
def _download_from_gcs() in text-semantic-search/semantic_search/utils/search.py	15	2	4
def find_similar_items() in text-semantic-search/semantic_search/utils/matching.py	6	2	3
def find_similar_vectors() in text-semantic-search/semantic_search/utils/matching.py	5	2	3
def get_items() in text-semantic-search/semantic_search/utils/lookup.py	5	2	2
def get_hyperparams() in recommended-item-search/softmax_main.py	9	2	0
def get_activation_fn() in recommended-item-search/softmax_model.py	5	2	1
def build_network() in recommended-item-search/softmax_model.py	10	2	4
def softmax_loss() in recommended-item-search/softmax_model.py	10	2	3
def generate_input_fn() in recommended-item-search/input_pipeline.py	14	2	3
def make_sequence_example() in recommended-item-search/data_preparation.py	11	2	2
def split_range() in recommended-item-search/data_preparation.py	5	2	2
def main() in recommended-item-search/data_preparation.py	36	2	1
def get_args() in text-semantic-search/index_builder/builder/task.py	23	1	0
def main() in text-semantic-search/index_builder/builder/task.py	16	1	0
def get_args() in text-semantic-search/embeddings_extraction/run.py	23	1	1
def main() in text-semantic-search/embeddings_extraction/run.py	6	1	1
def get_source_query() in text-semantic-search/embeddings_extraction/etl/pipeline.py	2	1	1
def parse_articles() in text-semantic-search/embeddings_extraction/etl/pipeline.py	2	1	1
def get_metadata() in text-semantic-search/embeddings_extraction/etl/pipeline.py	10	1	0
def preprocess_fn() in text-semantic-search/embeddings_extraction/etl/pipeline.py	8	1	1
def create_entity() in text-semantic-search/embeddings_extraction/etl/pipeline.py	9	1	2
def download_artefacts() in text-semantic-search/semantic_search/utils/search.py	8	1	3
def __init__() in text-semantic-search/semantic_search/utils/search.py	17	1	1
def search() in text-semantic-search/semantic_search/utils/search.py	5	1	3
def __init__() in text-semantic-search/semantic_search/utils/embedding.py	14	1	1
def extract_embeddings() in text-semantic-search/semantic_search/utils/embedding.py	2	1	2
def __init__() in text-semantic-search/semantic_search/utils/matching.py	9	1	2
def __init__() in text-semantic-search/semantic_search/utils/lookup.py	5	1	2
def display_default() in text-semantic-search/semantic_search/main.py	3	1	0
def check_readiness() in text-semantic-search/semantic_search/main.py	2	1	0
def get_run_config() in recommended-item-search/softmax_main.py	10	1	0
def get_train_spec() in recommended-item-search/softmax_main.py	11	1	0
def get_eval_spec() in recommended-item-search/softmax_main.py	11	1	0
def main() in recommended-item-search/softmax_main.py	10	1	1
def get_feature_columns() in recommended-item-search/softmax_model.py	13	1	2
def generate_labels() in recommended-item-search/softmax_model.py	13	1	1
def serving_input_fn() in recommended-item-search/softmax_model.py	4	1	0
def parse_fn() in recommended-item-search/input_pipeline.py	14	1	1
def load_movielens_data() in recommended-item-search/data_preparation.py	16	1	0
def split_dataframe() in recommended-item-search/data_preparation.py	4	1	2