apache / incubator-hugegraph-ai - Conditional Complexity

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 877 units with 6,886 lines of code in units (55.9% of code).

0 very complex units (0 lines of code)
0 complex units (0 lines of code)
10 medium complex units (396 lines of code)
46 simple units (956 lines of code)
821 very simple units (5,534 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 load_into_graph() in hugegraph-llm/src/hugegraph_llm/operators/hugegraph_op/commit_to_hugegraph.py	53	22	4
def _convert_graph_from_v_e() in hugegraph-ml/src/hugegraph_ml/data/hugegraph2dgl.py	22	16	5
def _extract_and_filter_label() in hugegraph-llm/src/hugegraph_llm/operators/llm_op/property_graph_extract.py	32	15	3
def _convert_graph_from_ogb() in hugegraph-ml/src/hugegraph_ml/data/hugegraph2dgl.py	22	15	5
def _subgraph_query() in hugegraph-llm/src/hugegraph_llm/operators/hugegraph_op/graph_rag_query.py	67	14	3
def extract_triples_by_regex_with_schema() in hugegraph-llm/src/hugegraph_llm/operators/llm_op/info_extract.py	35	14	3
def __init__() in hugegraph-ml/src/hugegraph_ml/models/gin_global_pool.py	38	14	7
def __call__() in hugegraph-python-client/src/pyhugegraph/utils/util.py	35	13	4
def _convert_split_edge_from_ogb() in hugegraph-ml/src/hugegraph_ml/data/hugegraph2dgl.py	65	13	2
def _set_property_data_type() in hugegraph-llm/src/hugegraph_llm/operators/hugegraph_op/commit_to_hugegraph.py	27	11	3
def graph_rag_recall_api() in hugegraph-llm/src/hugegraph_llm/api/rag_api.py	44	10	1
def write_backup_file() in hugegraph-llm/src/hugegraph_llm/utils/hugegraph_utils.py	19	10	5
def filter_item() in hugegraph-llm/src/hugegraph_llm/operators/llm_op/property_graph_extract.py	29	10	2
def update_env() in hugegraph-llm/src/hugegraph_llm/config/models/base_config.py	12	10	1
def save_to_yaml() in hugegraph-llm/src/hugegraph_llm/config/models/base_prompt_config.py	17	10	1
def read_input() in hugegraph-ml/src/hugegraph_ml/utils/dgl2hugegraph_utils.py	34	10	0
def init_client() in hugegraph-llm/src/hugegraph_llm/operators/hugegraph_op/graph_rag_query.py	13	9	2
def simple_schema() in hugegraph-llm/src/hugegraph_llm/operators/hugegraph_op/schema_manager.py	14	9	3
def load_training_data_gatne() in hugegraph-ml/src/hugegraph_ml/utils/dgl2hugegraph_utils.py	39	9	0
def __init__() in hugegraph-ml/src/hugegraph_ml/models/jknet.py	17	9	7
def get_communities() in hugegraph-ml/src/hugegraph_ml/models/pgnn.py	32	9	2
def RLModule() in hugegraph-ml/src/hugegraph_ml/models/care_gnn.py	17	9	4
def __init__() in hugegraph-python-client/src/pyhugegraph/structure/edge_data.py	9	8	2
def read_documents() in hugegraph-llm/src/hugegraph_llm/utils/vector_index_utils.py	24	8	2
def _exact_match_vids() in hugegraph-llm/src/hugegraph_llm/operators/index_op/semantic_id_query.py	16	8	2
def init_llm() in hugegraph-llm/src/hugegraph_llm/operators/llm_op/answer_synthesize.py	9	8	2
def forward() in hugegraph-ml/src/hugegraph_ml/models/diffpool.py	35	8	3
def forward() in hugegraph-ml/src/hugegraph_ml/models/bgnn.py	29	8	3
def getVertexByCondition() in hugegraph-python-client/src/pyhugegraph/api/graph.py	17	7	5
def __init__() in hugegraph-python-client/src/pyhugegraph/structure/index_label_data.py	7	7	2
def rag_answer_api() in hugegraph-llm/src/hugegraph_llm/api/rag_api.py	29	7	1
def get_cache_dir() in hugegraph-llm/src/hugegraph_llm/operators/common_op/nltk_helper.py	13	7	0
def _check_single_data_type() in hugegraph-llm/src/hugegraph_llm/operators/hugegraph_op/commit_to_hugegraph.py	13	7	3
def _limit_property_query() in hugegraph-llm/src/hugegraph_llm/operators/hugegraph_op/graph_rag_query.py	5	7	3
def run() in hugegraph-llm/src/hugegraph_llm/operators/hugegraph_op/fetch_graph_data.py	11	7	3
def run() in hugegraph-llm/src/hugegraph_llm/operators/llm_op/property_graph_extract.py	20	7	3
def _convert_graph_from_v_e_nx() in hugegraph-ml/src/hugegraph_ml/data/hugegraph2dgl.py	15	7	2
def generate_pairs() in hugegraph-ml/src/hugegraph_ml/models/gatne.py	28	7	3
def forward() in hugegraph-ml/src/hugegraph_ml/models/arma.py	26	7	3
def convert_data() in hugegraph-ml/src/hugegraph_ml/models/bgnn.py	26	7	1
def forward() in hugegraph-ml/src/hugegraph_ml/models/correct_and_smooth.py	25	7	6
def __post_init__() in hugegraph-python-client/src/pyhugegraph/utils/huge_config.py	29	6	1
def check_if_success() in hugegraph-python-client/src/pyhugegraph/utils/util.py	11	6	2
def log_first_n_times() in hugegraph-python-client/src/pyhugegraph/utils/log.py	13	6	6
def extract_graph() in hugegraph-llm/src/hugegraph_llm/utils/graph_index_utils.py	26	6	4
def run() in hugegraph-llm/src/hugegraph_llm/operators/common_op/merge_dedup_rerank.py	33	6	3
def _gremlin_generate_query() in hugegraph-llm/src/hugegraph_llm/operators/hugegraph_op/graph_rag_query.py	29	6	3
def _filter_long_id() in hugegraph-llm/src/hugegraph_llm/operators/llm_op/info_extract.py	5	6	2
def generate_env() in hugegraph-llm/src/hugegraph_llm/config/models/base_config.py	17	6	1
def remove() in hugegraph-llm/src/hugegraph_llm/indices/vector_index.py	12	6	3