Skip to main content

A Python tool to generate multi project, multi language code metric reports

Project description

Metripy

Install with pip install metripy.

A multilanguage, multi project code metrics analysis tool.

PyPI version Python 3.11 Python 3.12 Tests Coverage License Downloads

Languages

Supported languages

  • Python
  • Php
  • Typescript
  • TBD

Analysis types

Code analysis

Analyses code with cyclomatic complexity, maintainability index, halstead metrics.

Git analysis

Analyses git stats of the past months

Dependeny analysis

Analyzses composer, npm or pip dependencies

More dependencies TBD

Report formats

Html

Generates an easy to read dashboard for each project.

Dashboard Overview

Project Index Page

When analyzing multiple projects, you can generate a central index page that provides an overview of all projects at a glance.

HTML Index Overview

Configure with:

{
    "configs": { /* multiple project configs */ },
    "html_index": "./build/index.html"
}

The index page displays:

  • Aggregate statistics across all projects (total LOC, files, avg complexity, etc.)
  • Project cards with individual metrics and health status
  • Links to each project's detailed HTML report
Project Cards

Files Analysis

Files Analysis

Top Offenders

Top Offenders

Csv

Exports simple csv

Json

Dumps full result into json

Cli

Prints comprehensive overview directly to the terminal with color-coded visualizations:

  • Stacked bar charts for all key metrics
  • Top offenders tables (worst files and functions)
  • Coupling and instability metrics
  • Code smells summary
  • Git and dependency metrics (when enabled)

Metrics

Lines of code

The total number of lines in your source code, including comments and blank lines.

Cyclomatic Complexity

A measure of the number of independent paths through your code.

Cognitive Complexity

A measure of how difficult code is to understand based on its control flow and nesting.

Maintainability Index

A composite metric that estimates how easy it is to maintain code, based on LOC, complexity, and comments.

Average Method Size

The average number of lines per method or function in your codebase.

Instability

A metric that measures how likely a module is to change based on its dependencies (ratio of efferent to afferent couplings).

LCOM4

A metric that measures how well the methods of a class are related to each other. It checks if methods share common attributes, indicating cohesion.

Configuration

Configuration is for the moment only possible with the --config=<file>.json option. More TBD

Sample configuraiton:

{
    "configs": {
        "metripy": {
            "base_path": "./", // base path to look at
            "includes": [
                "metripy/" // paths to include from the base path on
            ],
            "excludes": [
                "__pycache__" // exclude patterns of paths / files
            ],
            "extensions": [
                "py" // file extensions to look at
            ],
            "git": { // if git is set, analyzes git history
                "branch": "main" // git branch to look at
            },
            "composer": true, // looks for base_path/composer.json and analyzes dependencies - for php projects
            "npm": true, // looks for base_path/package.json and analyzes dependencies - for ts/js projects
            "pip": true,
            // looks for base_path/requirements.txt or base_path/pyproject.toml and analyzes dependencies - for python projects
            "reports": {
                "html": "./build/report/metripy", // report should be put into this directory
                "json-git": "./build/json-report/metripy-git.json" // file where to put git json report
                // more types of reports TBA
            }
        },
        // next project name: { next config... } 
    },
    "html_index": "./build/index.html" // optional: generates a central overview page for all projects
}

Configuration for only git stats

{
    "configs": {
        "metripy-git": {
            "base_path": "./",
            "git": {
                "branch": "main"
            },
            "reports": {
                "json-git": "./build/json-report/metripy-git.json"
            }
        }
    }
}

Exit Conditions (Quality Gates)

Define conditions to fail the analysis with specific exit codes. Useful for CI/CD pipelines.

{
    "configs": { ... },
    "failure": {
        "1": [
            {
                "value": "function_cyclomatic_complexity",
                "severity": "critical",
                "amount": 10
            }
        ]
    }
}

This example exits with code 1 if there are 10 or more functions with critical cyclomatic complexity.

Available metrics

  • File level: file_loc, file_cyclomatic_complexity, file_maintainability_index, file_cognitive_complexity
  • Class level: class_loc, class_cyclomatic_complexity, class_lcom4
  • Function level: function_loc, function_cyclomatic_complexity, function_maintainability_index, function_cognitive_complexity

Severity levels

good, ok, warning, critical

See the Configuration Guide for more details.

Project details


Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

metripy-1.0.1.tar.gz (123.1 kB view details)

Uploaded Source

Built Distribution

If you're not sure about the file name format, learn more about wheel file names.

metripy-1.0.1-py3-none-any.whl (183.6 kB view details)

Uploaded Python 3

File details

Details for the file metripy-1.0.1.tar.gz.

File metadata

  • Download URL: metripy-1.0.1.tar.gz
  • Upload date:
  • Size: 123.1 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/6.1.0 CPython/3.13.12

File hashes

Hashes for metripy-1.0.1.tar.gz
Algorithm Hash digest
SHA256 d3bda4b65cab4ceedf847eb55a1ac34e52183c14d315b5c79e2844a5b65464ef
MD5 6a3361569353bd6fcd29ba765c10ee49
BLAKE2b-256 6a83dad393934651771959d7cb223da6a08f31bdd0cc50b3e5bfbadc1d2e2a59

See more details on using hashes here.

File details

Details for the file metripy-1.0.1-py3-none-any.whl.

File metadata

  • Download URL: metripy-1.0.1-py3-none-any.whl
  • Upload date:
  • Size: 183.6 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/6.1.0 CPython/3.13.12

File hashes

Hashes for metripy-1.0.1-py3-none-any.whl
Algorithm Hash digest
SHA256 9aa596c4b5050cde07ce6b1e62c9d173234e78be1b62b2d5f8fd04579dcfa7b2
MD5 1b41b28f584d826d6e875e4279821d98
BLAKE2b-256 17191a97305004c12c57e77c7c6379c44276b4b045a228a0b3bebd0cbab52b34

See more details on using hashes here.

Supported by

AWS Cloud computing and Security Sponsor Datadog Monitoring Depot Continuous Integration Fastly CDN Google Download Analytics Pingdom Monitoring Sentry Error logging StatusPage Status page