elastic / observability-examples - 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 192 units with 2,856 lines of code in units (38.8% of code).

0 very complex units (0 lines of code)
0 complex units (0 lines of code)
7 medium complex units (435 lines of code)
5 simple units (271 lines of code)
180 very simple units (2,150 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
func main() in Elastiflix/go-favorite-elastic-manual/main.go	114	18	0
func main() in Elastiflix/go-favorite/main.go	96	15	0
func main() in Elastiflix/go-favorite-otel-manual/main.go	107	15	0
def add_favorite_movie() in Elastiflix/python-favorite-otel-auto/main.py	28	11	0
def add_favorite_movie() in Elastiflix/python-favorite/main.py	28	11	0
def add_favorite_movie() in Elastiflix/python-favorite-elastic-manual/main.py	30	11	0
def add_favorite_movie() in Elastiflix/python-favorite-otel-manual/main.py	32	11	0
def convert_body_to_literal() in genai-function-calling/openai-agents/conftest.py	13	10	1
function MultiCheckboxFacet() in Elastiflix/javascript-client/src/components/MultiCheckboxFacet.js	75	7	10
function MultiCheckboxFacet() in Elastiflix/javascript-client-elastic-manual/src/components/MultiCheckboxFacet.js	75	7	10
function Nav() in Elastiflix/javascript-client/src/components/Nav.js	54	6	1
function Nav() in Elastiflix/javascript-client-elastic-manual/src/components/Nav.js	54	6	1
public string GetLatestVersion() in genai-function-calling/semantic-kernel-dotnet/Program.cs	17	4	1
static async Task RunAgent() in genai-function-calling/semantic-kernel-dotnet/Program.cs	39	4	1
private void handleCanary() in Elastiflix/java-favorite-otel-manual/src/main/java/com/movieapi/ApiServlet.java	20	4	0
private void handleCanary() in Elastiflix/java-favorite/src/main/java/com/movieapi/ApiServlet.java	12	4	0
private void handleCanary() in Elastiflix/java-favorite-elastic-auto/src/main/java/com/movieapi/ApiServlet.java	12	4	0
private void handleCanary() in Elastiflix/java-favorite-otel-auto/src/main/java/com/movieapi/ApiServlet.java	12	4	0
func initTracer() in Elastiflix/go-favorite-otel-manual/main.go	37	4	0
private void handleCanary() in Elastiflix/java-favorite-elastic-manual/src/main/java/com/movieapi/ApiServlet.java	15	4	0
execute: async() in genai-function-calling/vercel-ai/index.js	19	3	1
static async Task Main() in genai-function-calling/semantic-kernel-dotnet/Program.cs	18	3	0
public static void main() in genai-function-calling/spring-ai/src/main/java/example/Main.java	12	3	1
static void run() in genai-function-calling/spring-ai/src/main/java/example/Main.java	11	3	3
def vcr_config() in genai-function-calling/openai-agents/conftest.py	16	3	0
def process_string_value() in genai-function-calling/openai-agents/conftest.py	8	3	1
public void postUserFavorites() in Elastiflix/java-favorite-otel-manual/src/main/java/com/movieapi/ApiServlet.java	19	3	2
private void handleDelay() in Elastiflix/java-favorite-otel-manual/src/main/java/com/movieapi/ApiServlet.java	7	3	0
def get_favorite_movies() in Elastiflix/python-favorite-otel-auto/main.py	15	3	0
public String handlePost() in Elastiflix/java-favorite/src/main/java/com/movieapi/ApiServlet.java	21	3	2
private void handleDelay() in Elastiflix/java-favorite/src/main/java/com/movieapi/ApiServlet.java	7	3	0
public String handlePost() in Elastiflix/java-favorite-elastic-auto/src/main/java/com/movieapi/ApiServlet.java	21	3	2
private void handleDelay() in Elastiflix/java-favorite-elastic-auto/src/main/java/com/movieapi/ApiServlet.java	7	3	0
def get_favorite_movies() in Elastiflix/python-favorite/main.py	15	3	0
public String handlePost() in Elastiflix/java-favorite-otel-auto/src/main/java/com/movieapi/ApiServlet.java	21	3	2
private void handleDelay() in Elastiflix/java-favorite-otel-auto/src/main/java/com/movieapi/ApiServlet.java	7	3	0
def get_favorite_movies() in Elastiflix/python-favorite-elastic-manual/main.py	15	3	0
def hello_world() in Elastiflix/locustfile.py	7	3	1
public String handlePost() in Elastiflix/java-favorite-elastic-manual/src/main/java/com/movieapi/ApiServlet.java	21	3	2
private void handleDelay() in Elastiflix/java-favorite-elastic-manual/src/main/java/com/movieapi/ApiServlet.java	7	3	0
def get_favorite_movies() in Elastiflix/python-favorite-otel-manual/main.py	16	3	0
async function main() in genai-function-calling/vercel-ai/index.js	6	2	0
async function mcpServerMain() in genai-function-calling/vercel-ai/mcp.js	21	2	1
async function runAgentWithMCPClient() in genai-function-calling/vercel-ai/mcp.js	17	2	1
async function mcpClientMain() in genai-function-calling/vercel-ai/mcp.js	7	2	2
String mcpServersConfiguration() in genai-function-calling/spring-ai/src/main/java/example/Mcp.java	18	2	0
String getLatestElasticsearchVersion() in genai-function-calling/spring-ai/src/main/java/example/ElasticsearchTools.java	24	2	1
def default_openai_env() in genai-function-calling/openai-agents/conftest.py	3	2	1
public String helloWorld() in Elastiflix/java-favorite-otel-manual/src/main/java/com/movieapi/ApiServlet.java	17	2	1
public String getUserFavorites() in Elastiflix/java-favorite-otel-manual/src/main/java/com/movieapi/ApiServlet.java	29	2	1