GitHub - rudra496/codevista: 🔍 Code analysis & security scanner — 80+ languages, 38 lint rules, DNA fingerprinting, decay detection, and stunning HTML reports.

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CodeVista — Code Analysis & Security Scanner

Google Analytics for your code — the ultimate static analysis tool

Beautiful interactive codebase visualizations — single HTML, zero dependencies.

✨ What is CodeVista?

CodeVista analyzes your codebase and generates a stunning single-page HTML report — no server, no internet, no external dependencies. Just share one file and everyone can explore your code visually.

🚀 Quick Start

pip install codevista
codevista analyze ./my-project/

That's it. Open report.html in any browser. No server needed.

📦 Installation

pip install codevista

Zero external dependencies — pure Python stdlib.

🎯 Commands

Command	Description
`codevista analyze ./project/`	Full analysis with all features
`codevista analyze ./project/ -o report.html`	Custom output path
`codevista analyze ./project/ --no-git`	Skip git analysis
`codevista analyze ./project/ --depth 3`	Limit directory depth
`codevista quick ./project/`	Fast analysis (~3 seconds)
`codevista serve ./project/ --port 8080`	Serve report on HTTP server
`codevista compare ./v1/ ./v2/`	Compare two codebases
`codevista watch ./project/`	Re-analyze on file changes
`codevista smells ./project/`	Detect code smells and anti-patterns
`codevista architecture ./project/`	Detect architecture patterns
`codevista code-age ./project/`	Analyze file age, churn, and risk
`codevista export ./project/ -f sarif`	Export as SARIF for CI
`codevista export ./project/ --all`	Export to all formats
`codevista health ./project/`	Health score only
`codevista security ./project/`	Security scan only
`codevista deps ./project/`	Dependency analysis
`codevista git-stats ./project/`	Git repository statistics
`codevista languages ./project/`	Language distribution breakdown
`codevista complexity ./project/`	Complexity analysis and top functions
`codevista snapshot ./project/`	Save analysis snapshot for trend tracking
`codevista trends ./project/`	Show project health trends over time
`codevista diff-snapshots ./project/ 1 2`	Compare two snapshots
`codevista team ./project/`	Team productivity & collaboration analysis
`codevista ci-output ./project/ -f sarif`	CI/CD output (SARIF, Checkstyle, etc.)
`codevista decay ./project/`	Architectural decay analysis
`codevista dna ./project/`	Generate CodeDNA fingerprint
`codevista lint ./project/`	Language-specific lint rules

📊 What It Analyzes

🏗️ Architecture Map

File dependency graph — who imports whom
Interactive directory tree with line counts
Module cluster detection

📈 Code Metrics

Lines of code per file (interactive bar chart)
Cyclomatic complexity (hot spot detection)
Code duplication detection (hash-based)
Comment coverage tracking
File size distribution

🧩 Technology Detection

Language detection (50+ languages)
Framework detection (React, Django, Flask, Express, etc.)
Dependency inventory with versions

🏥 Health Score

Overall health: 0-100 (composite score)
Per-category: readability, complexity, duplication, coverage, security, dependencies
Color-coded indicators (green/yellow/red)
Specific improvement recommendations

🔒 Security Scan

Hardcoded secrets (AWS, GitHub, Stripe, API keys, passwords, tokens)
Dangerous functions (eval, exec, shell=True, pickle)
Private key detection
Severity scoring (critical/high/medium/low)

👥 Git Insights

Contribution heatmap (52-week calendar)
Top contributors with commit share
Most active files
Commit statistics

👃 Code Smell Detection

CodeVista detects 19 categories of code smells that go beyond typical linters:

Smell	Description
God Classes	Classes with too many methods/fields/responsibilities
Long Parameter Lists	Functions with too many params, especially with `=None`
Feature Envy	Methods using another class's data more than their own
Divergent Change	Classes modified for multiple unrelated reasons
Shotgun Surgery	Single logical change requiring edits across many files
Parallel Inheritance	Adding a subclass of A always requires subclassing B
Speculative Generality	Unused abstractions, abstract methods never overridden
Temporary Fields	Instance variables set only in certain methods
Message Chains	Long dot chains: `a.b.c.d.e.f`
Middle Man	Classes that only delegate to another class
Comment Smells	Comments describing WHAT code does, not WHY
Dead Code	Variables assigned but never read, functions never called
Magic Numbers	Unnamed numeric literals scattered in code
Copy-Paste Code	Near-duplicate blocks within and across files
Missing Error Handling	I/O operations without try/catch or error checks
Inconsistent Naming	Mixing camelCase and snake_case conventions
Boolean Parameters	Flags indicating method should be split
isinstance Chains	Type checking chains suggesting missing polymorphism

Each smell comes with severity, location, and actionable remediation advice.

codevista smells ./my-project/

🏗️ Architecture Pattern Detection

Automatically identifies architectural patterns from project structure and code:

MVC / MVVM / MVP — UI patterns
Layered Architecture — presentation, business, data layers
Clean Architecture — entities, use cases, controllers, adapters
Hexagonal — ports & adapters pattern
Repository Pattern — data access mediation
Service Layer — application boundary with coordinating operations
CQRS — command/query separation
Event-Driven — event publishers, subscribers, handlers
Microservices — independent service architecture
Singleton / Factory / Strategy / Observer / Decorator — design patterns
Dependency Injection — DI framework and manual injection

Includes architecture quality scoring (organization, coupling, modularity, balance) and text-based architecture diagrams.

codevista architecture ./my-project/

📅 Code Age & Risk Analysis

Track file age, change frequency, and identify files most likely to have bugs:

Category	Description
🔥 Hot	Changed in the last 7 days
🌤️ Warm	Changed in the last 30 days
❄️ Cold	Changed 30-365 days ago
🧊 Cold Stable	Old but few changes (stable)
💀 Dead	Unchanged for >1 year

Risk Analysis correlates age × complexity × churn to identify the files most likely to contain bugs:

Files with high age, high complexity, and high change frequency get the highest risk scores
Statistical correlation analysis between age, complexity, and churn
Actionable recommendations for high-risk files

codevista code-age ./my-project/

📈 Trend Analysis

Track code quality over time with snapshots and trend visualization.

How It Works

Save snapshots after each analysis run
Compare snapshots to see how your codebase evolves
Get alerted when metrics cross critical thresholds
Track technical debt ratio over time

# Save a snapshot of the current state
codevista snapshot ./my-project/

# Save with a label
codevista snapshot ./my-project/ --label "before-refactor"

# View trends
codevista trends ./my-project/

# Compare two specific snapshots
codevista diff-snapshots ./my-project/ 1 2

ASCII Timeline Example

  📈 Health Score Timeline
  100 ┤████████████████████
      │████████████████████
      │████████████████████
      │████████████████████
      │████████████████████
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      │████████████████████
      │████████████████████
      │████████████████████
    0 ┤─────────────────────
  Current: 78/100 ↑

Features

Trend arrows: ↑ improving, ↓ degrading, → stable
Threshold alerts: Get warned when health drops or security issues spike
Technical debt tracking: Monitor debt ratio over time
Review cadence: Suggests optimal review frequency based on change rate
Code age distribution: Track how your codebase ages

👥 Team Metrics

Analyze developer productivity and collaboration patterns.

codevista team ./my-project/

What It Analyzes

Metric	Description
Lines per Author	Added/removed/net per developer
Commit Frequency	Commits per day, burst vs steady patterns
Files Touched	Unique files per author
Bus Factor	People needed to understand 50% of code
Code Ownership	Pie chart data showing contribution share
Review Coverage	Estimate from commit messages
Pair Programming	Co-authored commit detection
Time Zone Distribution	When the team commits
Onboarding Complexity	How hard for a new contributor to ramp up

🏚️ Architectural Decay Detector

Track how your codebase degrades over time using git history. Detects growing complexity, increasing coupling, code duplication, and predicts future state.

codevista decay ./my-project/

What it analyzes:

Metric	Description
Complexity Growth	How cyclomatic complexity changes across commits
Coupling Growth	How module interdependencies grow over time
Duplication Growth	Code duplication ratio changes
Debt Velocity	Technical debt accumulation rate per week
Decay Hotspots	Files degrading fastest (ranked by decay score)
Predictions	Linear regression forecasts for 12 weeks ahead
Inflection Points	Key commits where quality shifted significantly
Interventions	Prioritized refactoring recommendations

ASCII Report Example:

  ╔═══════════════════════════════════════════════════════════╗
  ║          🏚️  ARCHITECTURAL DECAY ANALYSIS                 ║
  ╠═══════════════════════════════════════════════════════════╣
  ║  Repository: my-project                                    ║
  ║  Is Git:     Yes                                          ║
  ╚═══════════════════════════════════════════════════════════╝

  📈 COMPLEXITY GROWTH
  ────────────────────────────────────────────────────────
    2026-01-15  avg CC:   8.2  [████░░░░░░░░░░░░░░░░░░]
    2026-02-01  avg CC:   9.5  [█████░░░░░░░░░░░░░░░░░]
    2026-02-15  avg CC:  11.3  [██████░░░░░░░░░░░░░░░░]
    2026-03-01  avg CC:  13.8  [████████░░░░░░░░░░░░░░]
    Trend: 📈 GROWING

  🔥 DECAY HOTSPOTS (top 10)
  ────────────────────────────────────────────────────────
    🔴  1.  45.2 [████████████████████░░] src/core/engine.py
    🟠  2.  28.7 [█████████████░░░░░░░░░] src/api/handler.js
    🟡  3.  12.4 [██████░░░░░░░░░░░░░░░░] src/utils/parser.py

  🔮 PREDICTIONS (12 weeks forward)
  ────────────────────────────────────────────────────────
    Avg complexity:   18.5
    Debt lines:       2450
    Confidence:       moderate

  💡 RECOMMENDED INTERVENTIONS
  ────────────────────────────────────────────────────────
    🔴 [CRITICAL] src/core/engine.py
       Action: refactor
       break into smaller functions/modules; stabilize — changes are volatile

🧬 CodeDNA Fingerprinter

Create unique DNA fingerprints for codebases — identify projects, detect forks, spot cloned code.

# Generate fingerprint with ASCII barcode
codevista dna ./my-project/

# Save fingerprint for later comparison
codevista dna ./my-project/ --save fingerprint.json

# Compare two projects
codevista dna ./project-a/ --compare fingerprint.json

# Detect cloned files
codevista dna ./my-project/ --clones

What it captures:

Component	Description
Hash Patterns	SHA-based profile of code structure patterns
Language Distribution	Language mix signature
Complexity Distribution	Complexity bucket fingerprint
Dependency Topology	Import graph topology hash
Naming Conventions	camelCase/snake_case/PascalCase ratios
Comment Density	Documentation coverage fingerprint
Function Size	Function size distribution
File Size	File size distribution
Clone Detection	Exact and near-clone detection via block hashing

Barcode Example:

  ┌─────────────────────────────────────────────────────┐
  │              🧬 CodeDNA Barcode                     │
  ├─────────────────────────────────────────────────────┤
  │  ▓▓▒▒░░████▓▓▒░████░▒▒▓▓████░░▒▒▓▓░░████▒▒░░████│
  │  ██▓▓░░▒▒████░░▓▓██▒▒░░▓▓▒▒████░░▓▓██▒▒░░▓▓▒▒░░░│
  │  ░░▒▒██▓▓░░▒▒████░░▓▓██▒▒████░░▓▓░░▒▒████░░▓▓██▓▓│
  │  ░░████░░▓▓▒▒██▓▓░░▒▒████░░▓▓░░████░░▒▒██▓▓░░▒▒░░│
  ├─────────────────────────────────────────────────────┤
  │  Project: my-project                    files:   42│
  │  Languages: Python 45.2%, JS 30.1%, HTML 15.3%    │
  │  Naming: snake_case                                   │
  │  Hash: a3f7c2b1e9d04586                              │
  └─────────────────────────────────────────────────────┘

  Compact: [█████░░████░░░░████████░░██░░░░████░░████░░]
  a3f7c2b1e9d045867f2a9c3d1e8b4f6a...

📏 Lint Rules

CodeVista includes 38 language-specific lint rules across 5 languages, enforcing popular style guides:

# Lint entire project
codevista lint ./my-project/

# Lint specific file
codevista lint ./src/app.py

# Filter by language
codevista lint ./project/ -l python -l javascript

# Filter by severity
codevista lint ./project/ -s error -s warning

# Include/exclude specific rules
codevista lint ./project/ --include-rule PY001 --exclude-rule PY010

# JSON output for CI
codevista lint ./project/ --json

# List all available rules
codevista lint --rules

Supported Languages & Rules

Language	Style Guide	Rules	Severity
Python	PEP 8 / Black	PY001–PY011 (11 rules)	error/warning/info
JavaScript	Airbnb	JS001–JS009 (9 rules)	error/warning/info
TypeScript	Airbnb (shared)	JS001–JS009 (9 rules)	error/warning/info
Go	gofmt	GO001–GO005 (5 rules)	error/warning
Rust	clippy-lite	RS001–RS005 (5 rules)	error/warning/info
Java	Google Style	JA001–JA006 (6 rules)	error/warning/info

Python (PEP 8 / Black)

Rule	Severity	Description
PY001	warning	Max line length (88 for Black)
PY002	error	No wildcard imports (`from x import *`)
PY003	info	Import order: stdlib → third-party → local, alphabetized
PY004	info	Two blank lines before top-level definitions
PY005	info	One blank line before methods
PY006	info	Spaces around operators
PY007	info	Prefer f-strings over `.format()` / %-formatting
PY008	info	Type hints on public functions
PY009	warning	Naming conventions (snake_case, PascalCase, UPPER_CASE)
PY010	info	No trailing whitespace
PY011	warning	No multiple statements on one line

JavaScript/TypeScript (Airbnb)

Rule	Severity	Description
JS001	error	No `var` — use `const` or `let`
JS002	info	Prefer template literals over string concatenation
JS003	info	Use arrow functions for callbacks
JS004	warning	Use `===` instead of `==`
JS005	warning	2-space indentation (no tabs)
JS006	warning	No unused variables
JS007	info	Prefer destructuring for repeated property access
JS008	info	Use object shorthand syntax
JS009	info	Trailing comma conventions

Go (gofmt)

Rule	Severity	Description
GO001	error	Tab indentation required
GO002	error	No unused imports
GO003	warning	Exported names must have doc comment
GO004	error	Error handling — do not discard errors
GO005	warning	No variable shadowing in inner scopes

Rust (clippy-lite)

Rule	Severity	Description
RS001	error	No `.unwrap()` in production code
RS002	warning	Use Option/Result properly (no `is_some().unwrap()`)
RS003	error	No mutable statics
RS004	info	Lint suppressions should be avoided
RS005	error	Naming conventions (snake_case functions/vars)

Java (Google Style)

Rule	Severity	Description
JA001	error	4-space indentation (no tabs)
JA002	warning	Javadoc on public methods
JA003	error	No wildcard imports
JA004	error	Braces required for control statements
JA005	warning	Catch specific exceptions
JA006	info	Use logger instead of `System.out.print`

Exit Codes

Code	Meaning
`0`	Clean — no violations
`2`	Errors found

📤 Export Formats

Export analysis results in multiple formats for different use cases:

Format	Use Case	Command
HTML	Interactive report in browser	`codevista export . -f html`
JSON	Programmatic access, APIs	`codevista export . -f json`
Markdown	Documentation, READMEs, wikis	`codevista export . -f markdown`
SARIF	GitHub Code Scanning, CI/CD	`codevista export . -f sarif`
CSV	Spreadsheets, data analysis	`codevista export . -f csv`
YAML	CODE_METRICS format	`codevista export . -f yaml`
PDF	Printable reports	`codevista export . -f pdf`
All formats	Everything at once	`codevista export . --all`

# CI integration with GitHub Code Scanning
codevista export ./project/ -f sarif -o results.sarif.json

# Export everything
codevista export ./project/ -o ./reports/codevista --all

🔌 CI/CD Integration

CodeVista provides dedicated CI output formats with threshold-based pass/fail.

Supported Formats

Format	Platform	Command
SARIF	GitHub Code Scanning	`codevista ci-output . -f sarif`
GitLab Code Quality	GitLab	`codevista ci-output . -f gitlab`
Checkstyle XML	Jenkins, GitHub Actions	`codevista ci-output . -f checkstyle`
JUnit XML	Any CI with JUnit support	`codevista ci-output . -f junit`
Markdown	PR comments	`codevista ci-output . -f markdown`
Terminal	Quick terminal output	`codevista ci-output . -f terminal`

Exit Codes

Code	Meaning	Description
`0`	Clean	All thresholds passed
`1`	Warnings	Medium-severity threshold violations
`2`	Errors	High-severity violations (health, complexity)
`3`	Critical	Critical security issues or severe degradation

Threshold Configuration

Create .codevista.json in your project root:

{
  "max_security_critical": 0,
  "max_security_high": 0,
  "max_security_medium": 5,
  "max_security_total": 10,
  "max_avg_complexity": 10,
  "max_technical_debt_ratio": 0.25,
  "min_health_score": 60,
  "max_duplicates": 10,
  "max_circular_deps": 0,
  "max_todo_count": 50
}

# Run with exit codes (CI will fail if thresholds violated)
codevista ci-output ./project/ -f sarif -o results.sarif.json
echo "Exit code: $?"  # 0=clean, 1=warnings, 2=errors, 3=critical

🐳 Docker

# Build
docker build -t codevista .

# Analyze a project
docker run --rm -v $(pwd):/workspace codevista analyze /workspace

# Use docker-compose
docker-compose up

The Docker image uses multi-stage builds for minimal size, runs as non-root, and includes wkhtmltopdf for PDF export.

🎨 Report Features

Single HTML file — share anywhere, works offline forever
Dark/light mode toggle
Interactive tables — sort by any column, filter by language, search
Inline SVG charts — no external JS libraries
Collapsible sections
Print-friendly
Responsive — works on mobile

🏆 Comparison

Feature	CodeVista	SonarQube	CodeClimate	lizard
Setup	`pip install`	Docker/Server	SaaS	`pip install`
Dependencies	Zero	Heavy	None	None
Output	Single HTML	Web UI	Web UI	CLI
Offline	✅	❌	❌	N/A
Security scan	✅	✅	✅	❌
Git analysis	✅	✅	✅	❌
Visual charts	✅	✅	✅	❌
Code smell detection	✅ 19 types	Limited	Limited	❌
Architecture patterns	✅ 12+ patterns	❌	❌	❌
Code age analysis	✅	❌	❌	❌
SARIF export	✅	✅	✅	❌
Cost	Free	Free/Paid	Paid	Free
Server needed	No	Yes	Yes	No

💎 What Makes CodeVista Unique

Zero dependencies — pure Python stdlib, no pip install headaches
Single HTML output — share one file, works offline forever, no server
Deep code smell detection — 19 smell categories with AST-level analysis, not just regex
Architecture pattern detection — identifies 12+ patterns from structure + code
Code age × risk correlation — statistical analysis of age, complexity, and churn
Multi-format export — HTML, JSON, Markdown, SARIF, CSV, YAML, PDF
Docker support — multi-stage build, non-root user, PDF-ready
Beautiful design — dark mode, glassmorphism, inline SVG charts, animations
Works on any codebase — 50+ languages, no configuration needed
CI/CD ready — SARIF export for GitHub Code Scanning integration

🏗️ Architecture

codevista/
├── cli.py            # CLI interface (argparse)
├── analyzer.py       # Core analysis engine
├── report.py         # HTML report generator
├── metrics.py        # Health scores & recommendations
├── smells.py         # Code smell detection (19 categories)
├── architecture.py   # Architecture pattern detector
├── code_age.py       # Code age & risk analysis
├── export.py         # Multi-format export (HTML/JSON/MD/SARIF/CSV/YAML/PDF)
├── security.py       # Secret/vulnerability scanning
├── dependencies.py   # Dependency parsing & analysis
├── git_analysis.py   # Git stats extraction
├── trends.py         # Trend analysis & snapshot tracking
├── team.py           # Team metrics & collaboration analysis
├── integrations.py   # CI/CD output (SARIF, Checkstyle, JUnit, GitLab)
├── decay.py          # Architectural decay detector
├── codedna.py        # CodeDNA fingerprinter
├── lint_rules.py     # Language-specific lint rules (PEP 8, Airbnb, gofmt, clippy, Google)
├── languages.py      # Language definitions & colors
├── config.py         # Configuration & ignore patterns
├── utils.py          # Utilities & color schemes
└── templates/        # HTML templates

🛠️ Tech Stack

Python 3.7+ (stdlib only)
Inline SVG for all charts
CSS custom properties for theming
Vanilla JavaScript for interactivity
AST parsing for deep code analysis (Python)

🤝 Contributing

Fork it
Create your feature branch (git checkout -b feature/amazing)
Commit your changes (git commit -m 'Add amazing feature')
Push to the branch (git push origin feature/amazing)
Open a Pull Request

📄 License

💡 Why CodeVista?

Zero dependencies — Pure Python, no Node.js, no databases, no external tools
80+ languages — Works with virtually any codebase out of the box
Stunning HTML reports — Beautiful, interactive reports you'll actually want to read
Security-first — 30+ secret detection patterns including Stripe, AWS, GitHub tokens
Unique features — CodeDNA fingerprinting and architectural decay detection (no other tool has this)
CI/CD ready — SARIF, Checkstyle, and JUnit XML output formats

👥 Use Cases

Use Case	How
Individual Developers	Get a health score for your project, find security issues
Engineering Teams	Track code quality trends, compare team member metrics
CI/CD Pipelines	Generate SARIF reports for GitHub Code Scanning
Open Source Maintainers	Analyze PR quality, detect code smells automatically
Code Reviews	Get automated feedback on architecture, complexity, and duplication
Education	Teach code quality concepts with visual, interactive reports

🌐 Connect

Built with ❤️ by rudra496 · LinkedIn
_{MIT License · Free & Open Source Forever}

Name		Name	Last commit message	Last commit date
Latest commit History 13 Commits
.github/ISSUE_TEMPLATE		.github/ISSUE_TEMPLATE
codevista.egg-info		codevista.egg-info
codevista		codevista
tests		tests
.gitignore		.gitignore
CODE_OF_CONDUCT.md		CODE_OF_CONDUCT.md
CONTRIBUTING.md		CONTRIBUTING.md
Dockerfile		Dockerfile
LICENSE		LICENSE
Makefile		Makefile
README.md		README.md
SECURITY.md		SECURITY.md
docker-compose.yml		docker-compose.yml
pyproject.toml		pyproject.toml

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CodeVista — Code Analysis & Security Scanner

Google Analytics for your code — the ultimate static analysis tool

✨ What is CodeVista?

🚀 Quick Start

📦 Installation

🎯 Commands

📊 What It Analyzes

🏗️ Architecture Map

📈 Code Metrics

🧩 Technology Detection

🏥 Health Score

🔒 Security Scan

👥 Git Insights

👃 Code Smell Detection

🏗️ Architecture Pattern Detection

📅 Code Age & Risk Analysis

📈 Trend Analysis

How It Works

ASCII Timeline Example

Features

👥 Team Metrics

What It Analyzes

🏚️ Architectural Decay Detector

🧬 CodeDNA Fingerprinter

📏 Lint Rules

Supported Languages & Rules

Python (PEP 8 / Black)

JavaScript/TypeScript (Airbnb)

Go (gofmt)

Rust (clippy-lite)

Java (Google Style)

Exit Codes

📤 Export Formats

🔌 CI/CD Integration

Supported Formats

Exit Codes

Threshold Configuration

🐳 Docker

🎨 Report Features

🏆 Comparison

💎 What Makes CodeVista Unique

🏗️ Architecture

🛠️ Tech Stack

🤝 Contributing

📄 License

💡 Why CodeVista?

👥 Use Cases

🌐 Connect

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