sample_report.md

CGC Report

Generated: 2026-05-13 20:06 UTC

God Nodes — Highest Fan-In

These nodes are called from many places. High fan-in increases risk: a change here affects every caller.

Kind	Name	File	In-degree
	magnitude	sample_project/advanced_classes2.py	2
	helper	sample_project/module_b.py	2
	double	sample_project/comprehensions_generators.py	2
	make_adder	sample_project/function_chains.py	2

Most Complex Functions

Cyclomatic complexity > 10 is a refactoring candidate.

Function	File	Cyclomatic Complexity
long_loop_example	edge_cases/long_functions.py	11
extended_try_except	edge_cases/long_functions.py	8
verbose_conditions	edge_cases/long_functions.py	7
matcher	sample_project/pattern_matching.py	5
try_except_finally	sample_project/control_flow.py	4
handle	sample_project/advanced_classes2.py	3
env_based_import	sample_project/control_flow.py	3
use_file	sample_project/context_managers.py	2
import_optional	sample_project/dynamic_imports.py	2
importlib_runtime	sample_project/dynamic_imports.py	2
dispatch_by_string	sample_project/dynamic_dispatch.py	2
higher_order	sample_project/advanced_functions.py	2
gen_numbers	sample_project/generators.py	2
agen_numbers	sample_project/generators.py	2
async_with_example	sample_project/generators.py	2

Potential Dead Code

Functions with zero callers (not guaranteed dead — may be entry points or called via reflection).

Function	File
syntax_error	buggy_project/bad_syntax.py
very_long_name_aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa	buggy_project/long_name.py
space_test	path with space/test.py
calls	sample_project/advanced_calls.py
method	sample_project/advanced_calls.py
init	sample_project/advanced_classes.py
str	sample_project/advanced_classes.py
bar	sample_project/advanced_classes.py
change_value	sample_project/advanced_classes.py
do	sample_project/advanced_classes.py
do	sample_project/advanced_classes.py
foo	sample_project/advanced_classes.py
foo	sample_project/advanced_classes.py
	sample_project/advanced_classes2.py
higher_order	sample_project/advanced_functions.py
inner	sample_project/advanced_functions.py
return_function	sample_project/advanced_functions.py
with_args_kwargs	sample_project/advanced_functions.py
with_defaults	sample_project/advanced_functions.py
outer_import	sample_project/advanced_imports.py

Suggested Cypher Queries

Copy these into execute_cypher_query to explore further.

Callers of a specific function

MATCH (caller)-[:CALLS]->(fn:Function {name: 'yourFunctionName'})
RETURN caller.name, caller.path LIMIT 20

Class hierarchy for a specific class

MATCH path = (c:Class {name: 'YourClass'})-[:INHERITS*]->(parent)
RETURN [n IN nodes(path) | n.name] AS hierarchy

Most-injected Spring beans

MATCH ()-[:INJECTS]->(bean:Class)
RETURN bean.name, count(*) AS injection_count
ORDER BY injection_count DESC LIMIT 10

All external library dependencies

MATCH (m:MavenModule)-[:USES_LIBRARY]->(lib:ExternalLibrary)
RETURN m.artifact_id, lib.group_id, lib.artifact_id, lib.version
ORDER BY lib.artifact_id

CALLS edges with low confidence (potential mis-resolutions)

MATCH (a)-[c:CALLS]->(b)
WHERE c.confidence_label = 'AMBIGUOUS'
RETURN a.name, b.name, c.resolution_tier, a.path LIMIT 20