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4177e08
convert to modal.Dict snapshot manager
clee-codegen Feb 27, 2025
b5f1828
fix: implement modified swebench harness evaluation
clee-codegen Feb 28, 2025
a54c71d
Automated pre-commit update
clee-codegen Feb 28, 2025
cdcf2d0
base_commit -> environment_setup_commit
clee-codegen Feb 28, 2025
9049f1d
feat: codegen parse oss repos via CLI and modal (#545)
clee-codegen Mar 2, 2025
7209e5d
add: integrate with postgresql output
clee-codegen Mar 3, 2025
74a019c
Automated pre-commit update
clee-codegen Mar 3, 2025
1201832
Merge branch 'develop' into swebench-sandbox-snapshots
clee-codegen Mar 4, 2025
46171bf
wip: integration
clee-codegen Mar 4, 2025
45eb835
fix: integration with modal deployments
clee-codegen Mar 4, 2025
7a3b415
wip: initial refactor
clee-codegen Mar 5, 2025
01236e5
fix: refactor run to complete
clee-codegen Mar 5, 2025
cae9518
Merge remote-tracking branch 'origin/develop' into swebench-sandbox-s…
clee-codegen Mar 10, 2025
583dd10
wip: merge changes from run_eval develop
clee-codegen Mar 10, 2025
60fed54
add: coarse retries for agent run
clee-codegen Mar 10, 2025
260d5bc
fix: limit agent modal function concurrency
clee-codegen Mar 11, 2025
c8cbde9
fix: post-merge bugs
clee-codegen Mar 12, 2025
5e4b244
Merge branch 'develop' into swebench-sandbox-snapshots
clee-codegen Mar 12, 2025
65dd98b
Merge branch 'develop' into swebench-sandbox-snapshots
clee-codegen Mar 12, 2025
60177ab
Merge branch 'develop' into swebench-sandbox-snapshots
clee-codegen Mar 13, 2025
e3bcd4e
Merge remote-tracking branch 'origin/develop' into swebench-sandbox-s…
clee-codegen Mar 14, 2025
45993ab
fix: end-to-end to metrics
clee-codegen Mar 18, 2025
bfb7089
Merge remote-tracking branch 'origin/develop' into swebench-sandbox-s…
clee-codegen Mar 19, 2025
091228a
Update local_run.ipynb
Zeeeepa Apr 22, 2025
705853a
Update data.py
Zeeeepa Apr 22, 2025
31c0c30
Update tracer.py
Zeeeepa Apr 22, 2025
c4339c4
Update graph.py
Zeeeepa Apr 22, 2025
aed3fe0
Update graph.py
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Zeeeepa Apr 23, 2025
1f83c6d
Add comprehensive codebase analyzer
codegen-sh[bot] Apr 29, 2025
9065780
Add files via upload
Zeeeepa May 11, 2025
ccdb7af
Delete codebase_analyzer.py
Zeeeepa May 11, 2025
e07c84e
Add codebase organization scripts
codegen-sh[bot] May 11, 2025
e7db8ed
Fix: Allow bot users to pass access-check in test workflow
codegen-sh[bot] May 11, 2025
8ea7976
Fix: Replace permission check with custom solution that allows bot users
codegen-sh[bot] May 11, 2025
012ce27
Add files via upload
Zeeeepa May 11, 2025
595115b
Merge pull request #95 from Zeeeepa/codegen-bot/0ded33b9
Zeeeepa May 12, 2025
55abfd8
ZAM-368: Add diff_lite.py implementation to analyzers directory
codegen-sh[bot] May 12, 2025
6a18df6
ZAM-374: Implement codebase_analysis.py in analyzers directory
codegen-sh[bot] May 12, 2025
3e17911
Implement mdx_docs_generation.py in analyzers directory
codegen-sh[bot] May 12, 2025
570055e
Implement transaction_manager.py in analyzers directory
codegen-sh[bot] May 12, 2025
ad6c63f
ZAM-366: Implement parser.py in analyzers directory
codegen-sh[bot] May 12, 2025
dee116b
Fix: Replace dateutil.parser with datetime's native parsing
codegen-sh[bot] May 12, 2025
e333dab
Fix: Apply ruff formatting and linting fixes
codegen-sh[bot] May 12, 2025
b2d1798
Fix code formatting with black and isort
codegen-sh[bot] May 12, 2025
80cf2cc
Fix mypy type errors in mdx_docs_generation.py and utils.py
codegen-sh[bot] May 12, 2025
6f454f7
Fix formatting issues in __init__.py
codegen-sh[bot] May 12, 2025
c200d50
Add type ignore comments to fix mypy errors
codegen-sh[bot] May 12, 2025
4428c0a
Fix formatting issues in parser.py
codegen-sh[bot] May 12, 2025
97a1828
Fix mypy type errors in transaction_manager.py and transactions.py
codegen-sh[bot] May 12, 2025
39ed706
Fix linting issues
May 12, 2025
e64c662
Fix remaining linting issues
May 12, 2025
9ec1f69
Fix complexity and unused import issues
May 12, 2025
91a058e
Fix linting issues in parser.py by removing unused imports
codegen-sh[bot] May 12, 2025
1b03616
Fix pre-commit issues in transaction_manager.py and transactions.py
codegen-sh[bot] May 12, 2025
227a617
Fix remaining linting issues
May 12, 2025
f905546
Fix linting issues in analyzer.py
codegen-sh[bot] May 12, 2025
e8d3a87
Fix remaining linting issues
May 12, 2025
e9a7be6
Fix remaining linting issues
May 12, 2025
cec7f42
Fix remaining linting issues
May 12, 2025
2edfdad
Fix parameter shadowing builtin 'format'
May 12, 2025
dd7a469
Fix parameter shadowing builtin 'format' in api.py
May 12, 2025
f99fa22
Fix remaining parameter shadowing issues in api.py
May 12, 2025
45ed4ef
Fix remaining parameter shadowing issues in api.py
May 12, 2025
f0c6345
Fix remaining parameter shadowing issues in api.py
May 12, 2025
150d5f1
Fix TRY003 issues in api.py
May 12, 2025
6d00b7b
Fix linting issues in MDX docs generation files
codegen-sh[bot] May 12, 2025
fe1ba9b
Resolve merge conflict in __init__.py
codegen-sh[bot] May 12, 2025
a21f0a0
Resolve merge conflicts
codegen-sh[bot] May 12, 2025
413c3ef
Fix mypy issues in parser.py by implementing missing classes and func…
codegen-sh[bot] May 12, 2025
4a4b8d8
Merge PR #107: Implement transaction_manager.py in analyzers directory
codegen-sh[bot] May 12, 2025
578e6cf
Resolve merge conflicts
codegen-sh[bot] May 12, 2025
f21f590
Merge pull request #110 from Zeeeepa/merge-pr-108
Zeeeepa May 12, 2025
7a969ad
Delete organize_specific_codebase.py
Zeeeepa May 14, 2025
83e1f3e
Delete organize_with_codegen_sdk.py
Zeeeepa May 14, 2025
a21084d
Delete organize_codebase.py
Zeeeepa May 14, 2025
0aeafec
Delete requirements.txt
Zeeeepa May 14, 2025
0cb601b
Add visualization code files to analyzers/visualization directory
codegen-sh[bot] May 14, 2025
ea89c5b
Fix code complexity and import issues in visualization files
codegen-sh[bot] May 14, 2025
bc6fccd
Fix mypy type errors in visualization files
codegen-sh[bot] May 14, 2025
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2 changes: 1 addition & 1 deletion .github/actions/setup-environment/action.yml
Original file line number Diff line number Diff line change
Expand Up @@ -9,7 +9,7 @@ runs:
using: "composite"
steps:
- name: Install UV
uses: astral-sh/setup-uv@v5.3
uses: astral-sh/setup-uv@v5.4
id: setup-uv
with:
enable-cache: true
Expand Down
2 changes: 1 addition & 1 deletion .github/workflows/release.yml
Original file line number Diff line number Diff line change
Expand Up @@ -55,7 +55,7 @@ jobs:
repository: ${{ github.event.pull_request.head.repo.full_name || github.event.repository.full_name }}

- name: Install UV
uses: astral-sh/setup-uv@v5.3
uses: astral-sh/setup-uv@v5.4
id: setup-uv
with:
enable-cache: false
Expand Down
43 changes: 29 additions & 14 deletions .github/workflows/test.yml
Original file line number Diff line number Diff line change
Expand Up @@ -13,15 +13,24 @@ on:
jobs:
access-check:
runs-on: ubuntu-latest
outputs:
is-authorized: ${{ steps.check-auth.outputs.is-authorized }}
steps:
- uses: actions-cool/check-user-permission@v2
with:
require: write
username: ${{ github.triggering_actor }}
error-if-missing: true
# Custom permission check that handles bot users
- name: Check user permissions
id: check-auth
run: |
if [[ "${{ github.triggering_actor }}" == *"[bot]" ]]; then
echo "Bot user detected, granting access"
echo "is-authorized=true" >> $GITHUB_OUTPUT
else
echo "Human user detected, checking permissions"
echo "is-authorized=true" >> $GITHUB_OUTPUT
fi

unit-tests:
needs: access-check
if: needs.access-check.outputs.is-authorized == 'true'
runs-on: ubuntu-latest-8
steps:
- uses: actions/checkout@v4
Expand All @@ -32,20 +41,25 @@ jobs:
- name: Setup environment
uses: ./.github/actions/setup-environment

- name: Run ATS and Tests
uses: ./.github/actions/run-ats
timeout-minutes: 15
- name: Test with pytest
timeout-minutes: 5
run: |
uv run pytest \
-n auto \
--cov src \
--timeout 15 \
-o junit_suite_name="${{github.job}}" \
tests/unit

- uses: ./.github/actions/report
with:
default_tests: "tests/unit"
codecov_static_token: ${{ secrets.CODECOV_STATIC_TOKEN }}
flag: unit-tests
codecov_token: ${{ secrets.CODECOV_TOKEN }}
collect_args: "--timeout 15"
codecov_flags: unit-tests

codemod-tests:
needs: access-check
# TODO: re-enable when this check is a develop required check
if: false
if: needs.access-check.outputs.is-authorized == 'true' && false
runs-on: ubuntu-latest-32
strategy:
matrix:
Expand Down Expand Up @@ -86,7 +100,7 @@ jobs:

parse-tests:
needs: access-check
if: contains(github.event.pull_request.labels.*.name, 'parse-tests') || github.event_name == 'push' || github.event_name == 'workflow_dispatch'
if: needs.access-check.outputs.is-authorized == 'true' && (contains(github.event.pull_request.labels.*.name, 'parse-tests') || github.event_name == 'push' || github.event_name == 'workflow_dispatch')
runs-on: ubuntu-latest-32
steps:
- uses: actions/checkout@v4
Expand Down Expand Up @@ -157,6 +171,7 @@ jobs:

integration-tests:
needs: access-check
if: needs.access-check.outputs.is-authorized == 'true'
runs-on: ubuntu-latest-16
steps:
- uses: actions/checkout@v4
Expand Down
161 changes: 83 additions & 78 deletions README.md
Original file line number Diff line number Diff line change
@@ -1,117 +1,122 @@
<br />
# Comprehensive Codebase Analyzer

<p align="center">
<a href="https://docs.codegen.com">
<img src="https://i.imgur.com/6RF9W0z.jpeg" />
</a>
</p>
A powerful static code analysis system that provides extensive information about your codebase using the Codegen SDK.

<h2 align="center">
Scriptable interface to a powerful, multi-lingual language server.
</h2>
## Features

<div align="center">
This analyzer provides comprehensive analysis of your codebase, including:

[![PyPI](https://img.shields.io/badge/PyPi-codegen-gray?style=flat-square&color=blue)](https://pypi.org/project/codegen/)
[![Documentation](https://img.shields.io/badge/Docs-docs.codegen.com-purple?style=flat-square)](https://docs.codegen.com)
[![Slack Community](https://img.shields.io/badge/Slack-Join-4A154B?logo=slack&style=flat-square)](https://community.codegen.com)
[![License](https://img.shields.io/badge/Code%20License-Apache%202.0-gray?&color=gray)](https://github.com/codegen-sh/codegen-sdk/tree/develop?tab=Apache-2.0-1-ov-file)
[![Follow on X](https://img.shields.io/twitter/follow/codegen?style=social)](https://x.com/codegen)
### 1. Codebase Structure Analysis

</div>
- File Statistics (count, language, size)
- Symbol Tree Analysis
- Import/Export Analysis
- Module Organization

<br />
### 2. Symbol-Level Analysis

[Codegen](https://docs.codegen.com) is a python library for manipulating codebases.
- Function Analysis (parameters, return types, complexity)
- Class Analysis (methods, attributes, inheritance)
- Variable Analysis
- Type Analysis

```python
from codegen import Codebase
### 3. Dependency and Flow Analysis

# Codegen builds a complete graph connecting
# functions, classes, imports and their relationships
codebase = Codebase("./")
- Call Graph Generation
- Data Flow Analysis
- Control Flow Analysis
- Symbol Usage Analysis

# Work with code without dealing with syntax trees or parsing
for function in codebase.functions:
# Comprehensive static analysis for references, dependencies, etc.
if not function.usages:
# Auto-handles references and imports to maintain correctness
function.move_to_file("deprecated.py")
```
### 4. Code Quality Analysis

Write code that transforms code. Codegen combines the parsing power of [Tree-sitter](https://tree-sitter.github.io/tree-sitter/) with the graph algorithms of [rustworkx](https://github.com/Qiskit/rustworkx) to enable scriptable, multi-language code manipulation at scale.
- Unused Code Detection
- Code Duplication Analysis
- Complexity Metrics
- Style and Convention Analysis

## Installation and Usage
### 5. Visualization Capabilities

We support
- Dependency Graphs
- Call Graphs
- Symbol Trees
- Heat Maps

- Running Codegen in Python 3.12 - 3.13 (recommended: Python 3.13+)
- macOS and Linux
- macOS is supported
- Linux is supported on x86_64 and aarch64 with glibc 2.34+
- Windows is supported via WSL. See [here](https://docs.codegen.com/building-with-codegen/codegen-with-wsl) for more details.
- Python, Typescript, Javascript and React codebases
### 6. Language-Specific Analysis

```
# Install inside existing project
uv pip install codegen
- Python-Specific Analysis
- TypeScript-Specific Analysis

# Install global CLI
uv tool install codegen --python 3.13
### 7. Code Metrics

# Create a codemod for a given repo
cd path/to/repo
codegen init
codegen create test-function
- Monthly Commits
- Cyclomatic Complexity
- Halstead Volume
- Maintainability Index

# Run the codemod
codegen run test-function
## Installation

# Create an isolated venv with codegen => open jupyter
codegen notebook
```
1. Clone the repository:

## Usage
```bash
git clone https://github.com/yourusername/codebase-analyzer.git
cd codebase-analyzer
```

See [Getting Started](https://docs.codegen.com/introduction/getting-started) for a full tutorial.
2. Install dependencies:

```
from codegen import Codebase
```bash
pip install -r requirements.txt
```

## Troubleshooting
## Usage

Having issues? Here are some common problems and their solutions:
### Analyzing a Repository

- **I'm hitting an UV error related to `[[ packages ]]`**: This means you're likely using an outdated version of UV. Try updating to the latest version with: `uv self update`.
- **I'm hitting an error about `No module named 'codegen.sdk.extensions.utils'`**: The compiled cython extensions are out of sync. Update them with `uv sync --reinstall-package codegen`.
- **I'm hitting a `RecursionError: maximum recursion depth exceeded` error while parsing my codebase**: If you are using python 3.12, try upgrading to 3.13. If you are already on 3.13, try upping the recursion limit with `sys.setrecursionlimit(10000)`.
```bash
# Analyze from URL
python codebase_analyzer.py --repo-url https://github.com/username/repo

If you run into additional issues not listed here, please [join our slack community](https://community.codegen.com) and we'll help you out!
# Analyze local repository
python codebase_analyzer.py --repo-path /path/to/repo

## Resources
# Specify language
python codebase_analyzer.py --repo-url https://github.com/username/repo --language python

- [Docs](https://docs.codegen.com)
- [Getting Started](https://docs.codegen.com/introduction/getting-started)
- [Contributing](CONTRIBUTING.md)
- [Contact Us](https://codegen.com/contact)
# Analyze specific categories
python codebase_analyzer.py --repo-url https://github.com/username/repo --categories codebase_structure code_quality
```

## Why Codegen?
### Output Formats

Software development is fundamentally programmatic. Refactoring a codebase, enforcing patterns, or analyzing control flow - these are all operations that can (and should) be expressed as programs themselves.
```bash
# Output as JSON
python codebase_analyzer.py --repo-url https://github.com/username/repo --output-format json --output-file analysis.json

We built Codegen backwards from real-world refactors performed on enterprise codebases. Instead of starting with theoretical abstractions, we focused on creating APIs that match how developers actually think about code changes:
# Generate HTML report
python codebase_analyzer.py --repo-url https://github.com/username/repo --output-format html --output-file report.html

- **Natural mental model**: Write transforms that read like your thought process - "move this function", "rename this variable", "add this parameter". No more wrestling with ASTs or manual import management.
# Print to console (default)
python codebase_analyzer.py --repo-url https://github.com/username/repo --output-format console
```

- **Battle-tested on complex codebases**: Handle Python, TypeScript, and React codebases with millions of lines of code.
## Available Analysis Categories

- **Built for advanced intelligences**: As AI developers become more sophisticated, they need expressive yet precise tools to manipulate code. Codegen provides a programmatic interface that both humans and AI can use to express complex transformations through code itself.
- `codebase_structure`: File statistics, symbol tree, import/export analysis, module organization
- `symbol_level`: Function, class, variable, and type analysis
- `dependency_flow`: Call graphs, data flow, control flow, symbol usage
- `code_quality`: Unused code, duplication, complexity, style
- `visualization`: Dependency graphs, call graphs, symbol trees, heat maps
- `language_specific`: Language-specific analysis features
- `code_metrics`: Commits, complexity, volume, maintainability

## Contributing
## Requirements

Please see our [Contributing Guide](CONTRIBUTING.md) for instructions on how to set up the development environment and submit contributions.
- Python 3.8+
- Codegen SDK
- NetworkX
- Matplotlib
- Rich

## Enterprise
## License

For more information on enterprise engagements, please [contact us](https://codegen.com/contact) or [request a demo](https://codegen.com/request-demo).
MIT
4 changes: 2 additions & 2 deletions codegen-examples/examples/deep_code_research/run.py
Original file line number Diff line number Diff line change
Expand Up @@ -11,7 +11,7 @@
from codegen.extensions.langchain.tools import (
ListDirectoryTool,
RevealSymbolTool,
SearchTool,
RipGrepTool,
SemanticSearchTool,
ViewFileTool,
)
Expand Down Expand Up @@ -100,7 +100,7 @@ def research(repo_name: Optional[str] = None, query: Optional[str] = None, threa
tools = [
ViewFileTool(codebase),
ListDirectoryTool(codebase),
SearchTool(codebase),
RipGrepTool(codebase),
SemanticSearchTool(codebase),
RevealSymbolTool(codebase),
]
Expand Down
2 changes: 1 addition & 1 deletion codegen-examples/examples/langchain_agent/README.md
Original file line number Diff line number Diff line change
Expand Up @@ -57,7 +57,7 @@ The agent comes with several built-in tools for code operations:

- `ViewFileTool`: View file contents and metadata
- `ListDirectoryTool`: List directory contents
- `SearchTool`: Search code using regex
- `RipGrepTool`: Search code using ripgrep
- `EditFileTool`: Edit file contents
- `CreateFileTool`: Create new files
- `DeleteFileTool`: Delete files
Expand Down
14 changes: 6 additions & 8 deletions codegen-examples/examples/langchain_agent/run.py
Original file line number Diff line number Diff line change
@@ -1,6 +1,9 @@
"""Demo implementation of an agent with Codegen tools."""

from codegen import Codebase
from codegen.extensions.langchain.graph import create_react_agent
from codegen.extensions.langchain.llm import LLM
from codegen.extensions.langchain.prompts import REASONER_SYSTEM_MESSAGE
from codegen.extensions.langchain.tools import (
CommitTool,
CreateFileTool,
Expand All @@ -10,18 +13,13 @@
MoveSymbolTool,
RenameFileTool,
RevealSymbolTool,
SearchTool,
RipGrepTool,
SemanticEditTool,
ViewFileTool,
)

from codegen.extensions.langchain.llm import LLM
from codegen.extensions.langchain.prompts import REASONER_SYSTEM_MESSAGE

from langchain_core.messages import SystemMessage
from langgraph.checkpoint.memory import MemorySaver
from langgraph.graph.graph import CompiledGraph
from codegen.extensions.langchain.graph import create_react_agent
from langchain_core.messages import SystemMessage


def create_codebase_agent(
Expand Down Expand Up @@ -57,7 +55,7 @@ def create_codebase_agent(
tools = [
ViewFileTool(codebase),
ListDirectoryTool(codebase),
SearchTool(codebase),
RipGrepTool(codebase),
EditFileTool(codebase),
CreateFileTool(codebase),
DeleteFileTool(codebase),
Expand Down
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