JetBrains / databao-agent 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).

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Conditional Complexity Overall

There are 145 units with 1,199 lines of code in units (62.1% of code).

0 very complex units (0 lines of code)
1 complex units (115 lines of code)
8 medium complex units (245 lines of code)
6 simple units (128 lines of code)
130 very simple units (711 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 compile() in databao/executors/lighthouse/graph.py	115	27	2
def new_chat_model() in databao/configs/llm.py	52	19	1
def write_state_chunk() in databao/executors/frontend/text_frontend.py	22	16	3
def clean_tool_history() in databao/executors/lighthouse/history_cleaning.py	33	14	2
def sqlalchemy_to_duckdb_mysql() in databao/duckdb/utils.py	22	14	2
def _to_html() in databao/core/executor.py	33	12	4
def _get_plot_html() in databao/core/visualizer.py	17	11	1
def _process_result() in databao/visualizers/vega_chat.py	45	11	3
def write_message_chunk() in databao/executors/frontend/text_frontend.py	21	11	2
def _repr_mimebundle_() in databao/core/visualizer.py	15	9	3
def get_reasoning_content() in databao/executors/frontend/messages.py	14	7	1
def get_result() in databao/executors/lighthouse/graph.py	45	7	2
def _materialize_data() in databao/core/thread.py	20	6	2
def drop() in databao/core/thread.py	24	6	2
def drop_last_opa_group() in databao/executors/lighthouse/executor.py	10	6	3
def _materialize_visualization() in databao/core/thread.py	11	5	3
def ask() in databao/core/thread.py	12	5	5
def __str__() in databao/core/thread.py	9	5	1
def _repr_mimebundle_() in databao/core/thread.py	9	5	3
def get_tool_call() in databao/executors/frontend/messages.py	7	5	2
def get_query_ids_mapping() in databao/executors/lighthouse/graph.py	6	5	1
def _apply_system_prompt_caching() in databao/executors/lighthouse/graph.py	7	5	2
def register_db() in databao/executors/lighthouse/executor.py	15	5	2
def _make_output_modality_hints() in databao/executors/base.py	7	5	2
def register_db() in databao/executors/react_duckdb/executor.py	15	5	2
def execute_duckdb_sql() in databao/duckdb/react_tools.py	7	5	4
def _parse_model_provider() in databao/configs/llm.py	10	5	1
def _materialize() in databao/core/thread.py	8	4	2
def image() in databao/visualizers/vega_chat.py	6	4	1
def edit() in databao/visualizers/vega_chat.py	9	4	5
def write_stream_chunk() in databao/executors/frontend/text_frontend.py	9	4	3
def _truncate_block() in databao/executors/lighthouse/history_cleaning.py	14	4	4
def _get_jinja_prompts_env() in databao/executors/lighthouse/utils.py	11	4	1
def get_db_path() in databao/duckdb/utils.py	8	4	1
def register_sqlalchemy() in databao/duckdb/utils.py	20	4	3
def df() in databao/core/thread.py	3	3	3
def _to_markdown() in databao/core/executor.py	8	3	1
def _postprocess_html() in databao/core/executor.py	2	3	2
def _parse_context_arg() in databao/core/agent.py	6	3	2
def add_df() in databao/core/agent.py	6	3	5
def __init__() in databao/caches/disk_cache.py	4	3	4
def get() in databao/caches/disk_cache.py	8	3	4
def interactive() in databao/visualizers/vega_chat.py	4	3	1
def altair() in databao/visualizers/vega_chat.py	4	3	1
def visualize() in databao/visualizers/vega_chat.py	6	3	5
def make_tools() in databao/executors/lighthouse/graph.py	23	3	1
def _set_message_cache_breakpoint() in databao/executors/lighthouse/graph.py	11	3	2
def _set_anthropic_cache_breakpoint() in databao/executors/lighthouse/graph.py	9	3	2
def _resolve_timeout() in databao/configs/llm.py	5	3	1
def list_all() in databao/configs/llm.py	2	3	1