From 0333ecea39e6013dabf8ead486abda72ea163584 Mon Sep 17 00:00:00 2001 From: SofiaBillBerg Date: Tue, 4 Aug 2026 23:58:36 +0200 Subject: [PATCH 01/18] chore: code formatting and lint --- .gitignore | 440 +- LICENSE | 62 +- Makefile | 98 +- README.md | 110 +- code_agent/README.qmd | 104 +- code_agent/__init__.py | 16 +- code_agent/__main__.py | 1 + code_agent/agents/__init__.py | 1 + code_agent/agents/base_agent.py | 50 +- code_agent/agents/persistent_agent.py | 39 +- code_agent/ci/check_output.py | 4 +- code_agent/ci/run_agent.py | 22 +- code_agent/cli.py | 137 +- code_agent/config/llm_config.json | 26 +- code_agent/config/settings.bash | 18 +- code_agent/core.py | 34 +- code_agent/docs_generator.py | 106 +- code_agent/file_generator.py | 80 +- code_agent/graph.py | 7 +- code_agent/main.py | 105 +- code_agent/run_agent.py | 20 +- code_agent/scaffold.py | 57 +- code_agent/tools/__init__.py | 17 +- code_agent/tools/edit_file_tool.py | 82 +- code_agent/tools/format_code_tool.py | 43 +- code_agent/tools/general_chat_tool.py | 14 +- code_agent/tools/generate_test_tool.py | 51 +- code_agent/tools/linker_tool.py | 30 +- code_agent/tools/new_file_tool.py | 74 +- code_agent/tools/nlp_tool.py | 42 +- code_agent/tools/notebook_tool.py | 72 +- code_agent/tools/r_tool.py | 22 +- code_agent/tools/read_file_tool.py | 14 +- code_agent/tools/search_explain_tool.py | 79 +- code_agent/utils/__init__.py | 3 +- code_agent/utils/diff_utils.py | 28 +- code_agent/utils/utils.py | 1 + constraints.txt | 6 +- examples/code_agent_usage.py | 75 +- examples/demo_verbose.py | 12 +- pyproject.toml | 747 +- pytest.ini | 12 +- _quarto.yml => quarto.yml | 232 +- renv.lock | 134 +- requirements-dev.txt | 6 +- requirements.txt | 46 +- tests/test_code_agent.py | 60 +- tests/test_code_agent_core.py | 42 +- tests/test_file_generator.py | 6 +- tests/test_generate_test_tool.py | 19 +- tests/test_graph.py | 33 +- tests/test_preview.py | 82 +- tests/test_scaffold.py | 45 +- uv.lock | 12310 +++++++++++----------- 54 files changed, 8433 insertions(+), 7543 deletions(-) rename _quarto.yml => quarto.yml (96%) diff --git a/.gitignore b/.gitignore index 13b3f94..d2abed9 100644 --- a/.gitignore +++ b/.gitignore @@ -1,218 +1,222 @@ -# User-specific stuff -.idea/ -*.iml -*.ipr - -# CMake -cmake-build-*/ - -# File-based project format -*.iws - -# IntelliJ -out/ - -# JIRA plugin -atlassian-ide-plugin.xml - -# Crashlytics plugin (for Android Studio and IntelliJ) -com_crashlytics_export_strings.xml -crashlytics.properties -crashlytics-build.properties -fabric.properties - -### Python template -# Byte-compiled / optimized / DLL files -__pycache__/ -*.py[cod] -*$py.class - -# C extensions -*.so - -# Distribution / packaging -.Python -build/ -develop-eggs/ -dist/ -downloads/ -eggs/ -.eggs/ -lib/ -lib64/ -parts/ -sdist/ -var/ -wheels/ -share/python-wheels/ -*.egg-info/ -.installed.cfg -*.egg -MANIFEST - -# PyInstaller -# Usually these files are written by a python script from a template -# before PyInstaller builds the exe, so as to inject date/other infos into it. -*.manifest -*.spec - -# Installer logs -pip-log.txt -pip-delete-this-directory.txt - -# Unit test / coverage reports -htmlcov/ -.tox/ -.nox/ -.coverage -.coverage.* -.cache -nosetests.xml -coverage.xml -*.cover -*.py,cover -.hypothesis/ -.pytest_cache/ -cover/ - -# Translations -*.mo -*.pot - -# Django stuff: -*.log -local_settings.py -db.sqlite3 -db.sqlite3-journal - -# Flask stuff: -instance/ -.webassets-cache - -# Scrapy stuff: -.scrapy - -# Sphinx documentation -docs/_build/ - -# Jupyter Notebook -.ipynb_checkpoints - -# IPython -profile_default/ -ipython_config.py - -# pyenv -# For a library or package, you might want to ignore these files since the code is -# intended to run in multiple environments; otherwise, check them in: -# .python-version - -# pipenv -# According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control. -# However, in case of collaboration, if having platform-specific dependencies or dependencies -# having no cross-platform support, pipenv may install dependencies that don't work, or not -# install all needed dependencies. -#Pipfile.lock - -# poetry -# Similar to Pipfile.lock, it is generally recommended to include poetry.lock in version control. -# This is especially recommended for binary packages to ensure reproducibility, and is more -# commonly ignored for libraries. -# https://python-poetry.org/docs/basic-usage/#commit-your-poetrylock-file-to-version-control -#poetry.lock - -# pdm -# Similar to Pipfile.lock, it is generally recommended to include pdm.lock in version control. -#pdm.lock -# pdm stores project-wide configurations in .pdm.toml, but it is recommended to not include it -# in version control. -# https://pdm.fming.dev/latest/usage/project/#working-with-version-control -.pdm.toml -.pdm-python -.pdm-build/ - -# PEP 582; used by e.g. github.com/David-OConnor/pyflow and github.com/pdm-project/pdm -__pypackages__/ - -# Celery stuff -celerybeat-schedule -celerybeat.pid - -# SageMath parsed files -*.sage.py - -# Environments -.env -.venv -env/ -venv/ -ENV/ -env.bak/ -venv.bak/ - -# Spyder project settings -.spyderproject -.spyproject - -# Rope project settings -.ropeproject - -# mkdocs documentation -/site - -# mypy -.mypy_cache/ -.dmypy.json -dmypy.json - -# Pyre type checker -.pyre/ - -# pytype static type analyzer -.pytype/ - -# Cython debug symbols -cython_debug/ - -# PyCharm -# JetBrains specific template is maintained in a separate JetBrains.gitignore that can -# be found at https://github.com/github/gitignore/blob/main/Global/JetBrains.gitignore -# and can be added to the global gitignore or merged into this file. For a more nuclear -# option (not recommended) you can uncomment the following to ignore the entire idea folder. -#.idea/ -/revised_pipeline/backup/ - - -# R project -.RData -.Rproj - -/.quarto/ -**/*.quarto_ipynb -packrat/lib*/ - -# Quarto-generated markdown for MkDocs -/docs/md_docs/ - -# Generated docs -docs/md_docs/ -docs/site/ -_site/ -# Python virtual env -.venv/ - -# Byte-compiled / cache -*.pyc - -# Build artifacts - -# Project exclude paths -/revised_pipeline/archive/cleanup_20251105_120217/ -/revised_pipeline/archive/flow_pipeline_backup_20251104_145354/ -/revised_pipeline/archive/flow_pipeline_backup_20251104_152801/ -/revised_pipeline/archive/output_backup_20251104_1530/ -/_site/ -*.backup -docs/docs_web/ -/renv/.gitignore -/renv/activate.R +# User-specific stuff +.idea/ +*.iml +*.ipr + +# CMake +cmake-build-*/ + +# File-based project format +*.iws + +# IntelliJ +out/ + +# JIRA plugin +atlassian-ide-plugin.xml + +# Crashlytics plugin (for Android Studio and IntelliJ) +com_crashlytics_export_strings.xml +crashlytics.properties +crashlytics-build.properties +fabric.properties + +### Python template +# Byte-compiled / optimized / DLL files +__pycache__/ +*.py[cod] +*$py.class + +# C extensions +*.so + +# Distribution / packaging +.Python +build/ +develop-eggs/ +dist/ +downloads/ +eggs/ +.eggs/ +lib/ +lib64/ +parts/ +sdist/ +var/ +wheels/ +share/python-wheels/ +*.egg-info/ +.installed.cfg +*.egg +MANIFEST + +# PyInstaller +# Usually these files are written by a python script from a template +# before PyInstaller builds the exe, so as to inject date/other infos into it. +*.manifest +*.spec + +# Installer logs +pip-log.txt +pip-delete-this-directory.txt + +# Unit test / coverage reports +htmlcov/ +.tox/ +.nox/ +.coverage +.coverage.* +.cache +nosetests.xml +coverage.xml +*.cover +*.py,cover +.hypothesis/ +.pytest_cache/ +cover/ + +# Translations +*.mo +*.pot + +# Django stuff: +*.log +local_settings.py +db.sqlite3 +db.sqlite3-journal + +# Flask stuff: +instance/ +.webassets-cache + +# Scrapy stuff: +.scrapy + +# Sphinx documentation +docs/_build/ + +# Jupyter Notebook +.ipynb_checkpoints + +# IPython +profile_default/ +ipython_config.py + +# pyenv +# For a library or package, you might want to ignore these files since the code is +# intended to run in multiple environments; otherwise, check them in: +# .python-version + +# pipenv +# According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control. +# However, in case of collaboration, if having platform-specific dependencies or dependencies +# having no cross-platform support, pipenv may install dependencies that don't work, or not +# install all needed dependencies. +#Pipfile.lock + +# poetry +# Similar to Pipfile.lock, it is generally recommended to include poetry.lock in version control. +# This is especially recommended for binary packages to ensure reproducibility, and is more +# commonly ignored for libraries. +# https://python-poetry.org/docs/basic-usage/#commit-your-poetrylock-file-to-version-control +#poetry.lock + +# pdm +# Similar to Pipfile.lock, it is generally recommended to include pdm.lock in version control. +#pdm.lock +# pdm stores project-wide configurations in .pdm.toml, but it is recommended to not include it +# in version control. +# https://pdm.fming.dev/latest/usage/project/#working-with-version-control +.pdm.toml +.pdm-python +.pdm-build/ + +# PEP 582; used by e.g. github.com/David-OConnor/pyflow and github.com/pdm-project/pdm +__pypackages__/ + +# Celery stuff +celerybeat-schedule +celerybeat.pid + +# SageMath parsed files +*.sage.py + +# Environments +.env +.venv +env/ +venv/ +ENV/ +env.bak/ +venv.bak/ + +# Spyder project settings +.spyderproject +.spyproject + +# Rope project settings +.ropeproject + +# mkdocs documentation +/site + +# mypy +.mypy_cache/ +.dmypy.json +dmypy.json + +# Pyre type checker +.pyre/ + +# pytype static type analyzer +.pytype/ + +# Cython debug symbols +cython_debug/ + +# PyCharm +# JetBrains specific template is maintained in a separate JetBrains.gitignore that can +# be found at https://github.com/github/gitignore/blob/main/Global/JetBrains.gitignore +# and can be added to the global gitignore or merged into this file. For a more nuclear +# option (not recommended) you can uncomment the following to ignore the entire idea folder. +#.idea/ +/revised_pipeline/backup/ + + +# R project +.RData +.Rproj + +/.quarto/ +**/*.quarto_ipynb +packrat/lib*/ + +# Quarto-generated markdown for MkDocs +/docs/md_docs/ + +# Generated docs +docs/md_docs/ +docs/site/ +_site/ +# Python virtual env +.venv/ + +# Byte-compiled / cache +*.pyc + +# Build artifacts + +# Project exclude paths +/revised_pipeline/archive/cleanup_20251105_120217/ +/revised_pipeline/archive/flow_pipeline_backup_20251104_145354/ +/revised_pipeline/archive/flow_pipeline_backup_20251104_152801/ +/revised_pipeline/archive/output_backup_20251104_1530/ +/_site/ +*.backup +docs/docs_web/ +/renv/.gitignore +/renv/activate.R + +# MemPalace per-project files (issue #185) +mempalace.yaml +entities.json diff --git a/LICENSE b/LICENSE index 0720bc5..badf58d 100644 --- a/LICENSE +++ b/LICENSE @@ -1,31 +1,31 @@ -# MIT License -# Copyright (c) 2025 Sofia Billger Bergström -# https://github.com/SofiaBillBerg - -Permission is hereby granted, free of charge, to any person obtaining a copy -of this software and associated documentation files (the "Software"), to deal -in the Software without restriction, including without limitation the rights -to use, copy, modify, merge, publish, distribute, sublicense, and/or sell -copies of the Software, and to permit persons to whom the Software is -furnished to do so, subject to the following conditions: - -The above copyright notice and this permission notice shall be included in all -copies or substantial portions of the Software. - -THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR -IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, -FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE -AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER -LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, -OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE -SOFTWARE. - -# Attribution Requirement -This project and all derivative works must explicitly acknowledge Sofia Billger Bergström as the original creator in all copies, derivative works, and publications. Attribution must remain intact across all instances of usage. - -# Additional Terms -- No payment, royalties, or compensation required. -- The agreement is governed by the laws of Sweden. -- For questions, contact: sofia.billger.bergstrom@gmail.com - -# By using this software, you agree to comply with these terms. +# MIT License +# Copyright (c) 2025 Sofia Billger Bergström +# https://github.com/SofiaBillBerg + +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. + +# Attribution Requirement +This project and all derivative works must explicitly acknowledge Sofia Billger Bergström as the original creator in all copies, derivative works, and publications. Attribution must remain intact across all instances of usage. + +# Additional Terms +- No payment, royalties, or compensation required. +- The agreement is governed by the laws of Sweden. +- For questions, contact: sofia.billger.bergstrom@gmail.com + +# By using this software, you agree to comply with these terms. diff --git a/Makefile b/Makefile index 960a57b..a228a47 100644 --- a/Makefile +++ b/Makefile @@ -1,49 +1,49 @@ -# Small Makefile for common tasks - -# Define Python executable and virtual environment path -PY := ./.venv/bin/python -VENV_ACTIVATE := source ./.venv/bin/activate - -.PHONY: all install test scaffold run cli docs clean - -all: install test docs - -install: - @echo "Setting up virtual environment and installing dependencies..." - @if [ ! -d "$(VENV)" ]; then uv venv; fi - $(VENV_ACTIVATE); uv pip install -e .[dev,docs] - -test: - @echo "Running tests..." - $(VENV_ACTIVATE); $(PY) -m pytest -q - -scaffold: - @echo "Creating project scaffold..." - $(VENV_ACTIVATE); $(PY) -m code_agent.cli scaffold $(ROOT) --name=$(NAME) - -cli: - @echo "Running code_agent CLI command: $(ARGS)..." - $(VENV_ACTIVATE); $(PY) -m code_agent.cli $(ARGS) - -run: - @echo "Starting interactive code_agent..." - $(VENV_ACTIVATE); $(PY) -m code_agent.cli chat - -docs: - @echo "Building Quarto documentation..." - @if ! command -v quarto >/dev/null 2>&1; then \ - echo "Error: Quarto is not installed. Please install it from https://quarto.org/docs/getting-started/"; \ - exit 1; \ - fi - $(VENV_ACTIVATE); $(PY) -m pip install -e .[docs] # Ensure docs dependencies are installed - quarto render - -clean: - @echo "Cleaning up build artifacts and caches..." - rm -rf ./.venv - rm -rf .pytest_cache - rm -rf .ruff_cache - rm -rf docs/docs_web # Remove built Quarto site - find . -type d -name "__pycache__" -exec rm -rf {} + - find . -type f -name "*.pyc" -delete - find . -type f -name "*.bak" -delete +# Small Makefile for common tasks + +# Define Python executable and virtual environment path +PY := ./.venv/bin/python +VENV_ACTIVATE := source ./.venv/bin/activate + +.PHONY: all install test scaffold run cli docs clean + +all: install test docs + +install: + @echo "Setting up virtual environment and installing dependencies..." + @if [ ! -d "$(VENV)" ]; then uv venv; fi + $(VENV_ACTIVATE); uv pip install -e .[dev,docs] + +test: + @echo "Running tests..." + $(VENV_ACTIVATE); $(PY) -m pytest -q + +scaffold: + @echo "Creating project scaffold..." + $(VENV_ACTIVATE); $(PY) -m code_agent.cli scaffold $(ROOT) --name=$(NAME) + +cli: + @echo "Running code_agent CLI command: $(ARGS)..." + $(VENV_ACTIVATE); $(PY) -m code_agent.cli $(ARGS) + +run: + @echo "Starting interactive code_agent..." + $(VENV_ACTIVATE); $(PY) -m code_agent.cli chat + +docs: + @echo "Building Quarto documentation..." + @if ! command -v quarto >/dev/null 2>&1; then \ + echo "Error: Quarto is not installed. Please install it from https://quarto.org/docs/getting-started/"; \ + exit 1; \ + fi + $(VENV_ACTIVATE); $(PY) -m pip install -e .[docs] # Ensure docs dependencies are installed + quarto render + +clean: + @echo "Cleaning up build artifacts and caches..." + rm -rf ./.venv + rm -rf .pytest_cache + rm -rf .ruff_cache + rm -rf docs/docs_web # Remove built Quarto site + find . -type d -name "__pycache__" -exec rm -rf {} + + find . -type f -name "*.pyc" -delete + find . -type f -name "*.bak" -delete diff --git a/README.md b/README.md index 883d859..cdd4df8 100644 --- a/README.md +++ b/README.md @@ -1,55 +1,55 @@ -# Code Agent - -Sofia Billger Bergström -2025-11-10 - - - - - -[![Binder](https://mybinder.org/badge_logo.svg)](https://mybinder.org/v2/gh/SofiaBillBerg/code_agent/main/HEAD?urlpath=%2Fdoc%2Ftree%2Fdocs%2FREADME.qmd) - - -> A lightweight, LLM‑driven assistant that can scaffold projects, edit -> files, generate documentation, and operate as an interactive chatbot. - -## Quick start - -``` bash -# Install dependencies (uv is recommended) -uv venv .venv -source .venv/bin/activate -uv pip install -e . - -# Run the interactive agent -code-agent -``` - -You can now type queries, e.g.: - - > Show me a simple project scaffold - > Add a new function to utils.py - -## Architecture - -``` mermaid -flowchart LR - CLI(Typer CLI) --\u003e Main(Main driver) - Main --\u003e Graph(LangGraph) - Graph --\u003e Tools - Graph --\u003e Memory(Chroma vector store) - Main --\u003e LLM(LLM wrapper) -``` - -For a deeper dive, see the following sections: - -- **[CODE_AGENT](CODE_AGENT.qmd)** – Core components and internals. -- **[USAGE](USAGE.qmd)** – Detailed usage patterns. -- **[FILES](FILES.qmd)** – File‑level overview of the repo. -- **[FAQ & Troubleshooting](FAQ.qmd)** – Common questions and solutions. -- **[CONTRIBUTING](CONTRIBUTING.qmd)** – Guidelines for contributing to - the project. -- **[LICENSE](../LICENSE)** – Project licensing information. -- **[ROADMAP](ROADMAP.qmd)** – Future plans and development. -- **[CHANGELOG](CHANGELOG.qmd)** – Version history and changes. -- **[Agent Workflow](AGENT_WORKFLOW.qmd)** +# Code Agent + +Sofia Billger Bergström +2025-11-10 + + + + + +[![Binder](https://mybinder.org/badge_logo.svg)](https://mybinder.org/v2/gh/SofiaBillBerg/code_agent/main/HEAD?urlpath=%2Fdoc%2Ftree%2Fdocs%2FREADME.qmd) + + +> A lightweight, LLM‑driven assistant that can scaffold projects, edit +> files, generate documentation, and operate as an interactive chatbot. + +## Quick start + +``` bash +# Install dependencies (uv is recommended) +uv venv .venv +source .venv/bin/activate +uv pip install -e . + +# Run the interactive agent +code-agent +``` + +You can now type queries, e.g.: + + > Show me a simple project scaffold + > Add a new function to utils.py + +## Architecture + +``` mermaid +flowchart LR + CLI(Typer CLI) --\u003e Main(Main driver) + Main --\u003e Graph(LangGraph) + Graph --\u003e Tools + Graph --\u003e Memory(Chroma vector store) + Main --\u003e LLM(LLM wrapper) +``` + +For a deeper dive, see the following sections: + +- **[CODE_AGENT](CODE_AGENT.qmd)** – Core components and internals. +- **[USAGE](USAGE.qmd)** – Detailed usage patterns. +- **[FILES](FILES.qmd)** – File‑level overview of the repo. +- **[FAQ & Troubleshooting](FAQ.qmd)** – Common questions and solutions. +- **[CONTRIBUTING](CONTRIBUTING.qmd)** – Guidelines for contributing to + the project. +- **[LICENSE](../LICENSE)** – Project licensing information. +- **[ROADMAP](ROADMAP.qmd)** – Future plans and development. +- **[CHANGELOG](CHANGELOG.qmd)** – Version history and changes. +- **[Agent Workflow](AGENT_WORKFLOW.qmd)** diff --git a/code_agent/README.qmd b/code_agent/README.qmd index 9b0faf0..7f60d55 100644 --- a/code_agent/README.qmd +++ b/code_agent/README.qmd @@ -1,52 +1,52 @@ ---- -title: "code_agent" -format: html ---- - -# code_agent - -A local, LLM-driven code assistant for scaffolding projects, editing files, and generating documentation. - -Built on **LangChain** with **local Ollama** backend. - -## Features - -- File operations (create, edit, scaffold) -- LLM-powered code generation -- Project scaffolding -- Cross-platform support - -## Installation - -```bash -pip install -e .[dev] -``` - -## Quick Start - -```bash -# Interactive CLI -python -m code_agent.cli chat - -# Create a file -python -m code_agent.cli create myfile.txt --content="Hello World" - -# Generate project scaffold -python -m code_agent.cli scaffold myproject --name=myproject -``` - -## Documentation - -- See the main [README (source)](../docs/README.qmd) and [Project Quickstart (source)](../docs/QUICKSTART.qmd) for - detailed - documentation. - -## Testing - -```bash -pytest -``` - -## Configuration - -Edit `code_agent/config/llm_config.json` for LLM settings. Default model: `gpt-oss:20b-cloud` +--- +title: "code_agent" +format: html +--- + +# code_agent + +A local, LLM-driven code assistant for scaffolding projects, editing files, and generating documentation. + +Built on **LangChain** with **local Ollama** backend. + +## Features + +- File operations (create, edit, scaffold) +- LLM-powered code generation +- Project scaffolding +- Cross-platform support + +## Installation + +```bash +pip install -e .[dev] +``` + +## Quick Start + +```bash +# Interactive CLI +python -m code_agent.cli chat + +# Create a file +python -m code_agent.cli create myfile.txt --content="Hello World" + +# Generate project scaffold +python -m code_agent.cli scaffold myproject --name=myproject +``` + +## Documentation + +- See the main [README (source)](../docs/README.qmd) and [Project Quickstart (source)](../docs/QUICKSTART.qmd) for + detailed + documentation. + +## Testing + +```bash +pytest +``` + +## Configuration + +Edit `code_agent/config/llm_config.json` for LLM settings. Default model: `gpt-oss:20b-cloud` diff --git a/code_agent/__init__.py b/code_agent/__init__.py index 093d3cd..ec791f3 100644 --- a/code_agent/__init__.py +++ b/code_agent/__init__.py @@ -11,6 +11,18 @@ from .file_generator import create_from_template, py_to_ipynb, write_file from .main import create_llm, load_config + # Explicitly expose the public API members -__all__ = ["build_agent", "create_default_tools", "create_llm", "write_file", "create_from_template", "py_to_ipynb", - "create_project_scaffold", "load_config", "CodeAgentError", "InvalidToolError", "FileCreationError", ] +__all__ = [ + "CodeAgentError", + "FileCreationError", + "InvalidToolError", + "build_agent", + "create_default_tools", + "create_from_template", + "create_llm", + "create_project_scaffold", + "load_config", + "py_to_ipynb", + "write_file", +] diff --git a/code_agent/__main__.py b/code_agent/__main__.py index d7009f7..13069da 100644 --- a/code_agent/__main__.py +++ b/code_agent/__main__.py @@ -7,5 +7,6 @@ from code_agent.main import main + if __name__ == "__main__": main() diff --git a/code_agent/agents/__init__.py b/code_agent/agents/__init__.py index 7670853..e204433 100644 --- a/code_agent/agents/__init__.py +++ b/code_agent/agents/__init__.py @@ -4,4 +4,5 @@ from .base_agent import build_agent, create_default_tools + __all__ = ["build_agent", "create_default_tools"] diff --git a/code_agent/agents/base_agent.py b/code_agent/agents/base_agent.py index f01230f..cc8b776 100644 --- a/code_agent/agents/base_agent.py +++ b/code_agent/agents/base_agent.py @@ -11,6 +11,7 @@ from code_agent.graph import build_graph + __all__ = ["build_agent", "create_default_tools"] @@ -20,23 +21,48 @@ def build_agent(llm: BaseChatModel, tools: Iterable[BaseTool]) -> Runnable: def create_default_tools( - root_dir: str | None = None, llm: BaseChatModel | None = None - ) -> list[BaseTool]: + root_dir: str | None = None, llm: BaseChatModel | None = None +) -> list[BaseTool]: """Return a list of default tools.""" - from code_agent.tools import (EditFileTool, FormatCodeTool, GeneralChatTool, GenerateTestTool, LinkerTool, - NewFileTool, NotebookTool, ReadFileTool, RScriptTool, SearchExplainTool, ) + from code_agent.tools import ( + EditFileTool, + FormatCodeTool, + GeneralChatTool, + GenerateTestTool, + LinkerTool, + NewFileTool, + NotebookTool, + ReadFileTool, + RScriptTool, + SearchExplainTool, + ) root_path = Path(root_dir) if root_dir else Path.cwd() - standard_tools: list[BaseTool | None] = [ReadFileTool(root_dir = root_path), EditFileTool(root_dir = root_path), - (SearchExplainTool(root_dir = root_path, llm_instance = llm) if llm else None), - LinkerTool(root_dir = root_path), NewFileTool(root_dir = root_path), - (GenerateTestTool(root_dir = root_path, llm_instance = llm) if llm else None), - FormatCodeTool(root_dir = root_path), - (NotebookTool(root_dir = root_path, llm_instance = llm) if llm else None), - (GeneralChatTool(llm_instance = llm) if llm else None), RScriptTool(), ] + standard_tools: list[BaseTool | None] = [ + ReadFileTool(root_dir=root_path), + EditFileTool(root_dir=root_path), + ( + SearchExplainTool(root_dir=root_path, llm_instance=llm) + if llm + else None + ), + LinkerTool(root_dir=root_path), + NewFileTool(root_dir=root_path), + ( + GenerateTestTool(root_dir=root_path, llm_instance=llm) + if llm + else None + ), + FormatCodeTool(root_dir=root_path), + (NotebookTool(root_dir=root_path, llm_instance=llm) if llm else None), + (GeneralChatTool(llm_instance=llm) if llm else None), + RScriptTool(), + ] - tools: list[BaseTool] = [tool for tool in standard_tools if tool is not None] + tools: list[BaseTool] = [ + tool for tool in standard_tools if tool is not None + ] return tools diff --git a/code_agent/agents/persistent_agent.py b/code_agent/agents/persistent_agent.py index 7783e09..5557315 100644 --- a/code_agent/agents/persistent_agent.py +++ b/code_agent/agents/persistent_agent.py @@ -1,6 +1,7 @@ """Persistent agent implementation for the code_agent package.""" import json + from pathlib import Path from typing import Any @@ -27,7 +28,7 @@ def __init__(self, llm: BaseChatModel, tools: list[BaseTool]): if self._initialized: return - self.agent: Runnable = build_agent(llm = llm, tools = tools) + self.agent: Runnable = build_agent(llm=llm, tools=tools) self.conversation_history: list[dict[str, str]] = [] self.settings: dict[str, Any] = {} self._initialized = True @@ -35,7 +36,7 @@ def __init__(self, llm: BaseChatModel, tools: list[BaseTool]): def _ensure_state_dir(self): """Ensure the state directory exists.""" - self._state_file.parent.mkdir(parents = True, exist_ok = True) + self._state_file.parent.mkdir(parents=True, exist_ok=True) def _load_state(self): """Load agent state from disk.""" @@ -45,8 +46,8 @@ def _load_state(self): with open(self._state_file) as f: data = json.load(f) self.conversation_history = data.get( - "conversation_history", [] - ) + "conversation_history", [] + ) self.settings = data.get("settings", {}) except Exception as e: print(f"⚠️ Warning: Could not load state: {e}") @@ -55,9 +56,12 @@ def _save_state(self): """Save agent state to disk.""" self._ensure_state_dir() try: - data = {"conversation_history": self.conversation_history, "settings": self.settings, } + data = { + "conversation_history": self.conversation_history, + "settings": self.settings, + } with open(self._state_file, "w") as f: - json.dump(data, f, indent = 2) + json.dump(data, f, indent=2) except Exception as e: print(f"⚠️ Warning: Could not save state: {e}") @@ -69,21 +73,24 @@ def chat(self, message: str) -> str: self.conversation_history.append({"role": "user", "content": message}) try: - response = self.agent.invoke( - {"input": message, "chat_history": self.conversation_history} - ) + response = self.agent.invoke({ + "input": message, + "chat_history": self.conversation_history, + }) response_content = response.get("output", str(response)) - self.conversation_history.append( - {"role": "assistant", "content": response_content} - ) + self.conversation_history.append({ + "role": "assistant", + "content": response_content, + }) self._save_state() return response_content except Exception as e: error_msg = f"❌ Error: {str(e)}" - self.conversation_history.append( - {"role": "error", "content": error_msg} - ) + self.conversation_history.append({ + "role": "error", + "content": error_msg, + }) self._save_state() return error_msg @@ -99,7 +106,7 @@ def reset_conversation(self) -> None: def get_persistent_agent(llm, tools): global agent if agent is None: - agent = PersistentAgent(llm = llm, tools = tools) + agent = PersistentAgent(llm=llm, tools=tools) return agent diff --git a/code_agent/ci/check_output.py b/code_agent/ci/check_output.py index 7f5484f..594c932 100644 --- a/code_agent/ci/check_output.py +++ b/code_agent/ci/check_output.py @@ -5,15 +5,17 @@ import re import sys + from pathlib import Path + REVIEW_PATH = Path(".ci/llm_review.txt") if not REVIEW_PATH.exists(): print("❌ No review file found") sys.exit(1) -REVIEW = REVIEW_PATH.read_text(encoding = "utf-8") +REVIEW = REVIEW_PATH.read_text(encoding="utf-8") # Check for issues if re.search(r"❌|problem|bug|error|security", REVIEW, re.IGNORECASE): diff --git a/code_agent/ci/run_agent.py b/code_agent/ci/run_agent.py index 7bcc662..544c4af 100644 --- a/code_agent/ci/run_agent.py +++ b/code_agent/ci/run_agent.py @@ -5,6 +5,7 @@ import subprocess import sys + from pathlib import Path from ..agents.base_agent import build_agent, create_default_tools @@ -14,7 +15,10 @@ def get_staged_files() -> list[str]: """Get list of staged files from git.""" result = subprocess.run( - ["git", "diff", "--name-only", "--cached", "--diff-filter=ACM"], capture_output = True, text = True, ) + ["git", "diff", "--name-only", "--cached", "--diff-filter=ACM"], + capture_output=True, + text=True, + ) return [f.strip() for f in result.stdout.split("\n") if f.strip()] @@ -32,8 +36,8 @@ def main(): cfg = load_config() llm = create_llm(cfg) root_dir = Path(cfg.get("root_dir", ".")).resolve() - tools = create_default_tools(root_dir = str(root_dir), llm = llm) - agent = build_agent(llm = llm, tools = tools) + tools = create_default_tools(root_dir=str(root_dir), llm=llm) + agent = build_agent(llm=llm, tools=tools) # Create review prompt files_list = "\n".join(f"- {f}" for f in staged) @@ -54,10 +58,14 @@ def main(): # Save review review_path = Path(".ci/llm_review.txt") - review_path.parent.mkdir(exist_ok = True) - - output = (response.get("output", str(response)) if isinstance(response, dict) else str(response)) - review_path.write_text(output, encoding = "utf-8") + review_path.parent.mkdir(exist_ok=True) + + output = ( + response.get("output", str(response)) + if isinstance(response, dict) + else str(response) + ) + review_path.write_text(output, encoding="utf-8") print(f"Review saved to {review_path}") diff --git a/code_agent/cli.py b/code_agent/cli.py index f88a873..60f95d8 100644 --- a/code_agent/cli.py +++ b/code_agent/cli.py @@ -27,6 +27,7 @@ """ import subprocess + from pathlib import Path import typer @@ -38,17 +39,20 @@ from code_agent.main import create_llm, load_config from code_agent.scaffold import create_project_scaffold -app = typer.Typer(name = "code_agent", help = "Local LLM‑driven code assistant") + +app = typer.Typer(name="code_agent", help="Local LLM‑driven code assistant") -@app.command(help = "Create a new file with the supplied content.") +@app.command(help="Create a new file with the supplied content.") def create( - file_path: Path = typer.Argument( - ..., exists = False, help = "Path to the file to create." - ), content: str = typer.Option(..., help = "Content to write into the file."), - overwrite: bool = typer.Option( - False, is_flag = True, help = "Allow overwriting an existing file." - ), ): + file_path: Path = typer.Argument( + ..., exists=False, help="Path to the file to create." + ), + content: str = typer.Option(..., help="Content to write into the file."), + overwrite: bool = typer.Option( + False, is_flag=True, help="Allow overwriting an existing file." + ), +): """Create ``file_path`` with ``content``. The file is written atomically – a temporary file is written first @@ -60,19 +64,21 @@ def create( try: if file_path.exists() and not overwrite: raise CodeAgentError( - f"File '{file_path}' already exists. Use --overwrite to replace." - ) + f"File '{file_path}' already exists. Use --overwrite to replace." + ) write_file(file_path, content) typer.echo(f"File written: {file_path}") except Exception as exc: # pragma: no cover – exercised via tests raise CodeAgentError(str(exc)) from exc -@app.command(help = "Append text to an existing file.") +@app.command(help="Append text to an existing file.") def append( - file_path: Path = typer.Argument( - ..., exists = True, help = "Path to the file to modify." - ), content: str = typer.Option(..., help = "Text to append to the file."), ): + file_path: Path = typer.Argument( + ..., exists=True, help="Path to the file to modify." + ), + content: str = typer.Option(..., help="Text to append to the file."), +): """Append ``content`` to ``file_path``. The function opens the file in append mode and writes the supplied @@ -82,20 +88,31 @@ def append( try: file_path.write_text( - file_path.read_text(encoding = "utf-8") + content, encoding = "utf-8", ) + file_path.read_text(encoding="utf-8") + content, + encoding="utf-8", + ) typer.echo(f"Appended to: {file_path}") except Exception as exc: # pragma: no cover – exercised via tests raise CodeAgentError(str(exc)) from exc -@app.command(help = "Create a minimal project scaffold.") +@app.command(help="Create a minimal project scaffold.") def scaffold( - target: Path = typer.Argument( - ..., exists = False, help = "Target directory for the scaffold." - ), project_name: str = typer.Option( - "sample_project", "--name", "-n", help = "Project name used in scaffold files.", ), - overwrite: bool = typer.Option( - False, is_flag = True, help = "Overwrite existing files in the target directory.", ), ): + target: Path = typer.Argument( + ..., exists=False, help="Target directory for the scaffold." + ), + project_name: str = typer.Option( + "sample_project", + "--name", + "-n", + help="Project name used in scaffold files.", + ), + overwrite: bool = typer.Option( + False, + is_flag=True, + help="Overwrite existing files in the target directory.", + ), +): """Generate a project skeleton. Creates a minimal Python project with the following structure: @@ -109,20 +126,20 @@ def scaffold( try: create_project_scaffold( - str(target), project_name = project_name, overwrite = overwrite - ) + str(target), project_name=project_name, overwrite=overwrite + ) typer.echo(f"Scaffold created: {target}") except Exception as exc: # pragma: no cover – exercised via tests raise CodeAgentError(str(exc)) from exc -@app.command(help = "Convert a Python script to a Jupyter notebook.") +@app.command(help="Convert a Python script to a Jupyter notebook.") def py2ipynb( - src: Path = typer.Argument( - ..., exists = True, help = "Python script to convert." - ), dst: Path = typer.Argument( - ..., exists = False, help = "Target notebook path." - ), ): + src: Path = typer.Argument( + ..., exists=True, help="Python script to convert." + ), + dst: Path = typer.Argument(..., exists=False, help="Target notebook path."), +): """Create a minimal Jupyter notebook from a Python file. The notebook contains a single code cell with the full source @@ -136,34 +153,40 @@ def py2ipynb( raise CodeAgentError(str(exc)) from exc -@app.command(help = "Generate and render Quarto documentation.") +@app.command(help="Generate and render Quarto documentation.") def docs( - output_dir: str = typer.Option( - "docs", help = "Directory to write docs into." - ), overwrite: bool = typer.Option( - True, help = "Overwrite existing files in the output directory." - ), ): + output_dir: str = typer.Option( + "docs", help="Directory to write docs into." + ), + overwrite: bool = typer.Option( + True, help="Overwrite existing files in the output directory." + ), +): """Generate a minimal set of QMD files and render the Quarto site.""" try: - generate_quarto_docs(output_dir = Path(output_dir), overwrite = overwrite) + generate_quarto_docs(output_dir=Path(output_dir), overwrite=overwrite) typer.echo(f"Docs generated in: {output_dir}") typer.echo("Rendering Quarto site...") - subprocess.run(["quarto", "render"], check = True) + subprocess.run(["quarto", "render"], check=True) typer.echo("Quarto site rendered successfully.") except FileNotFoundError: typer.echo( - "Error: 'quarto' command not found. Please ensure Quarto is installed and in your PATH." - ) + "Error: 'quarto' command not found. Please ensure Quarto is installed and in your PATH." + ) except Exception as exc: # pragma: no cover – exercised via tests raise CodeAgentError(str(exc)) from exc -@app.command(help = "Start an interactive chat session with the code agent.") +@app.command(help="Start an interactive chat session with the code agent.") def chat( - verbose: bool = typer.Option( - False, "--verbose", "-v", - help = "Show verbose streaming 'thinking' output from the agent.", ), ) -> None: + verbose: bool = typer.Option( + False, + "--verbose", + "-v", + help="Show verbose streaming 'thinking' output from the agent.", + ), +) -> None: """Start an interactive chat session with the code agent.""" try: cfg = load_config() @@ -187,8 +210,8 @@ def chat( # Handle lifecycle and simple commands separately cont, conversation_state = _handle_command( - user_input, conversation_state, tools - ) + user_input, conversation_state, tools + ) if not cont: break if conversation_state is None: @@ -201,8 +224,8 @@ def chat( try: response = agent.invoke(conversation_state) conversation_state = _display_agent_response( - response, conversation_state - ) + response, conversation_state + ) except Exception as e: print(f"\n❌ Error processing your request: {str(e)}\n") continue @@ -215,14 +238,14 @@ def chat( continue except Exception as e: - print(f"\n❌ Failed to start chat: {e}", file = sys.stderr) + print(f"\n❌ Failed to start chat: {e}", file=sys.stderr) sys.exit(1) def _setup_agent_and_tools(cfg, llm): root_dir = Path(cfg.get("root_dir", ".")).resolve() - tools = create_default_tools(root_dir = str(root_dir), llm = llm) - agent = build_agent(llm = llm, tools = tools) + tools = create_default_tools(root_dir=str(root_dir), llm=llm) + agent = build_agent(llm=llm, tools=tools) return agent, tools, root_dir @@ -254,8 +277,8 @@ def _handle_command(user_input: str, conversation_state: dict, tools: list): print("- clear: Clear the conversation history") print("- tools: List available tools") print( - "\nYou can also type natural language requests and the agent will try to help you." - ) + "\nYou can also type natural language requests and the agent will try to help you." + ) return True, None if user_input.lower() == "clear": @@ -281,7 +304,11 @@ def _display_agent_response(response, conversation_state): print("🛠️ Agent response:") messages = response["messages"] for msg in reversed(messages): - if (isinstance(msg, (list, tuple)) and len(msg) > 1 and msg[0] in ["ai", "assistant"]): + if ( + isinstance(msg, (list, tuple)) + and len(msg) > 1 + and msg[0] in ["ai", "assistant"] + ): print(msg[1]) break print("=" * 50 + "\n") @@ -295,7 +322,7 @@ def _display_agent_response(response, conversation_state): # Register the chat command -app.command(help = "Start an interactive chat session with the code agent")(chat) +app.command(help="Start an interactive chat session with the code agent")(chat) def main() -> None: # pragma: no cover – thin wrapper diff --git a/code_agent/config/llm_config.json b/code_agent/config/llm_config.json index 40e69dd..19221ff 100644 --- a/code_agent/config/llm_config.json +++ b/code_agent/config/llm_config.json @@ -1,13 +1,13 @@ -{ - "model": "gpt-oss:20b-cloud", - "temperature": 0.7, - "max_tokens": 6000, - "stream": true, - "auth_token": null, - "root_dir": ".", - "system_prompt": "You are an elite software architect and data science expert with deep knowledge of Python, R, and modern development practices.\n\nCAPABILITIES:\n- Design and implement complete, production-ready systems\n- Perform sophisticated code analysis and refactoring\n- Create comprehensive documentation and explanations\n- Solve complex algorithmic and architectural challenges\n- Optimize performance and maintainability\n- Apply advanced design patterns and best practices\n\nAPPROACH:\n- Provide thorough, well-reasoned solutions\n- Consider edge cases and potential issues\n- Write clean, maintainable, well-documented code\n- Explain complex concepts clearly and completely\n- Suggest improvements and alternatives\n- Think holistically about system design\n\nSTANDARDS:\n- Production-quality code with proper error handling\n- Comprehensive docstrings and comments\n- Type hints and validation where appropriate\n- Following language-specific conventions (PEP 8, tidyverse style)\n- Security and performance considerations\n- Scalability and maintainability focus\n\nWhen using tools, use them strategically to gather information before providing complete solutions.\nNever give minimal or toy examples - always provide professional, complete implementations.", - "verbose": true, - "log_level": "INFO", - "max_iterations": 50, - "max_execution_time": 5000 -} +{ + "model": "gpt-oss:20b-cloud", + "temperature": 0.7, + "max_tokens": 6000, + "stream": true, + "auth_token": null, + "root_dir": ".", + "system_prompt": "You are an elite software architect and data science expert with deep knowledge of Python, R, and modern development practices.\n\nCAPABILITIES:\n- Design and implement complete, production-ready systems\n- Perform sophisticated code analysis and refactoring\n- Create comprehensive documentation and explanations\n- Solve complex algorithmic and architectural challenges\n- Optimize performance and maintainability\n- Apply advanced design patterns and best practices\n\nAPPROACH:\n- Provide thorough, well-reasoned solutions\n- Consider edge cases and potential issues\n- Write clean, maintainable, well-documented code\n- Explain complex concepts clearly and completely\n- Suggest improvements and alternatives\n- Think holistically about system design\n\nSTANDARDS:\n- Production-quality code with proper error handling\n- Comprehensive docstrings and comments\n- Type hints and validation where appropriate\n- Following language-specific conventions (PEP 8, tidyverse style)\n- Security and performance considerations\n- Scalability and maintainability focus\n\nWhen using tools, use them strategically to gather information before providing complete solutions.\nNever give minimal or toy examples - always provide professional, complete implementations.", + "verbose": true, + "log_level": "INFO", + "max_iterations": 50, + "max_execution_time": 5000 +} diff --git a/code_agent/config/settings.bash b/code_agent/config/settings.bash index 1068e40..840ca46 100644 --- a/code_agent/config/settings.bash +++ b/code_agent/config/settings.bash @@ -1,9 +1,9 @@ - -LOCAL_URL="http://localhost:11434/v1/chat" -MODEL="gpt-oss:20b-cloud" -# Set environment variables for Ollama Cloud - -export OLLAMA_CLOUD_KEY="$CLOUD_API_KEY" -export OLLAMA_CLOUD=1 # flag to force the script to hit the cloud -export OLLAMA_API_URL="$LOCAL_URL" -export OLLAMA_MODEL="$MODEL" + +LOCAL_URL="http://localhost:11434/v1/chat" +MODEL="gpt-oss:20b-cloud" +# Set environment variables for Ollama Cloud + +export OLLAMA_CLOUD_KEY="$CLOUD_API_KEY" +export OLLAMA_CLOUD=1 # flag to force the script to hit the cloud +export OLLAMA_API_URL="$LOCAL_URL" +export OLLAMA_MODEL="$MODEL" diff --git a/code_agent/core.py b/code_agent/core.py index 742d637..b98a543 100644 --- a/code_agent/core.py +++ b/code_agent/core.py @@ -16,16 +16,24 @@ from .exceptions import CodeAgentError from .file_generator import create_from_template as _create_from_template -from .file_generator import (py_to_ipynb, write_file, ) +from .file_generator import py_to_ipynb, write_file from .scaffold import create_project_scaffold # Re-export for public API -__all__ = ["write_file", "create_file", "append_file", "create_from_template", "py_to_ipynb", "create_project_scaffold", - "CodeAgentError", ] + +__all__ = [ + "CodeAgentError", + "append_file", + "create_file", + "create_from_template", + "create_project_scaffold", + "py_to_ipynb", + "write_file", +] def create_file( - path: Path | str, content: str, *, overwrite: bool = False - ) -> Path: + path: Path | str, content: str, *, overwrite: bool = False +) -> Path: """Create *path* and write *content*. Parameters @@ -46,8 +54,8 @@ def create_file( path = Path(path).expanduser().resolve() if path.exists() and not overwrite: raise CodeAgentError( - f"File {path!s} already exists – use overwrite=True to replace it" - ) + f"File {path!s} already exists – use overwrite=True to replace it" + ) return write_file(path, content) @@ -61,13 +69,17 @@ def append_file(path: Path | str, content: str) -> Path: path = Path(path).expanduser().resolve() if not path.exists(): raise CodeAgentError(f"File {path!s} does not exist – cannot append") - with path.open("a", encoding = "utf-8") as fp: + with path.open("a", encoding="utf-8") as fp: fp.write(content) return path def create_from_template( - template_path: Path | str, dest_path: Path | str, *, replace_vars: dict | None = None, ) -> Path: + template_path: Path | str, + dest_path: Path | str, + *, + replace_vars: dict | None = None, +) -> Path: """Create a file by copying *template_path* to *dest_path*. Any ``{}`` placeholders in the template are replaced by @@ -75,5 +87,5 @@ def create_from_template( """ return _create_from_template( - template_path, dest_path, replace_vars = replace_vars - ) + template_path, dest_path, replace_vars=replace_vars + ) diff --git a/code_agent/docs_generator.py b/code_agent/docs_generator.py index 173d7fd..e1f0130 100644 --- a/code_agent/docs_generator.py +++ b/code_agent/docs_generator.py @@ -42,8 +42,12 @@ def _gather_repo_info(root: Path) -> dict[str, list[str]]: elif p.parts and "tests" in p.parts: tests.append(p.relative_to(root).as_posix()) - return {"py_files": sorted(set(py_files)), "data_files": sorted(set(data_files)), - "notebooks": sorted(set(notebooks)), "tests": sorted(set(tests)), } + return { + "py_files": sorted(set(py_files)), + "data_files": sorted(set(data_files)), + "notebooks": sorted(set(notebooks)), + "tests": sorted(set(tests)), + } def _render_readme_qmd(info: dict[str, list[str]]) -> str: @@ -55,11 +59,19 @@ def _render_readme_qmd(info: dict[str, list[str]]) -> str: Returns: String containing the README.qmd content """ - lines = ["---", 'title: "Project overview"', "format:", " markdown_docs:", " css: docs/styles/custom.css", - "---\n", "# Project overview\n", - "This project contains an automated pipeline and a small code agent used to create ", - "and edit files and documentation locally (Quarto).", "\n## Contents\n", - "* Top-level Python modules and scripts (auto-detected)", ] + lines = [ + "---", + 'title: "Project overview"', + "format:", + " markdown_docs:", + " css: docs/styles/custom.css", + "---\n", + "# Project overview\n", + "This project contains an automated pipeline and a small code agent used to create ", + "and edit files and documentation locally (Quarto).", + "\n## Contents\n", + "* Top-level Python modules and scripts (auto-detected)", + ] # Add Python files for p in info["py_files"][:50]: @@ -68,10 +80,15 @@ def _render_readme_qmd(info: dict[str, list[str]]) -> str: lines.append(f"- ... ({len(info['py_files']) - 50} more)") # Add data files section - lines.extend( - ["\n## Data files\n", *(f"- `{p}`" for p in info["data_files"][:50]), - *(["No common data files detected in `data/`"] if not info["data_files"] else []), ] - ) + lines.extend([ + "\n## Data files\n", + *(f"- `{p}`" for p in info["data_files"][:50]), + *( + ["No common data files detected in `data/`"] + if not info["data_files"] + else [] + ), + ]) # Add notebooks section lines.append("\n## Notebooks & docs\n") @@ -84,14 +101,14 @@ def _render_readme_qmd(info: dict[str, list[str]]) -> str: lines.append(f"- `{p}`") # Add how to run section - lines.extend( - ["\n## How to run the pipeline\n", - "See `RUN_MISTRAL.qmd` for detailed instructions about running the analysis pipeline.", - "\n## CodeAgent\n", - "The `code_agent` package provides commands to create files, preview edits (dry-run), ", - "convert `.py` -> `.ipynb`, and scaffold new projects. Use `python -m code_agent.cli --help` for " - "details.", ] - ) + lines.extend([ + "\n## How to run the pipeline\n", + "See `RUN_MISTRAL.qmd` for detailed instructions about running the analysis pipeline.", + "\n## CodeAgent\n", + "The `code_agent` package provides commands to create files, preview edits (dry-run), ", + "convert `.py` -> `.ipynb`, and scaffold new projects. Use `python -m code_agent.cli --help` for " + "details.", + ]) return "\n".join(lines) @@ -138,8 +155,15 @@ def _render_files_qmd(info: dict[str, list[str]]) -> str: Returns: String containing the FILES.qmd content """ - lines = ["---", 'title: "Files"', "format:", " markdown_docs:", " css: docs/styles/custom.css", "---\n", - "# Project files\n", ] + lines = [ + "---", + 'title: "Files"', + "format:", + " markdown_docs:", + " css: docs/styles/custom.css", + "---\n", + "# Project files\n", + ] # Add all files for file_type in ["py_files", "data_files", "notebooks"]: @@ -150,9 +174,11 @@ def _render_files_qmd(info: dict[str, list[str]]) -> str: def generate_quarto_docs( - output_dir: Path = "docs", overwrite: bool = True, use_llm: bool = False, llm: BaseChatModel | None = None, - ) -> \ -list[str]: + output_dir: Path = "docs", + overwrite: bool = True, + use_llm: bool = False, + llm: BaseChatModel | None = None, +) -> list[str]: """Generate a small set of .qmd files in `output_dir`. Args: @@ -166,7 +192,7 @@ def generate_quarto_docs( """ root = Path(".") out = Path(output_dir) - out.mkdir(parents = True, exist_ok = True) + out.mkdir(parents=True, exist_ok=True) info = _gather_repo_info(root) written = [] @@ -178,13 +204,15 @@ def generate_quarto_docs( if use_llm and llm: try: # Build a prompt for the LLM to generate a README - prompt = ("You are an expert technical writer. Create a comprehensive README.qmd " - "for this project. Include sections for: project description, installation, " - "usage, and examples. Format it in Quarto markdown with a YAML header.\n\n" - f"Project files:\n" - f"Python files: {', '.join(info['py_files'][:20])}\n" - f"Data files: {', '.join(info['data_files'][:10])}\n" - f"Notebooks: {', '.join(info['notebooks'][:10])}\n") + prompt = ( + "You are an expert technical writer. Create a comprehensive README.qmd " + "for this project. Include sections for: project description, installation, " + "usage, and examples. Format it in Quarto markdown with a YAML header.\n\n" + f"Project files:\n" + f"Python files: {', '.join(info['py_files'][:20])}\n" + f"Data files: {', '.join(info['data_files'][:10])}\n" + f"Notebooks: {', '.join(info['notebooks'][:10])}\n" + ) # Use the provided LLM instance content = llm.invoke(prompt) @@ -196,12 +224,14 @@ def generate_quarto_docs( # Ensure it starts with --- for YAML front matter if not content.startswith("---"): - content = ("---\n" - 'title: "Project Overview"\n' - "format:\n" - " markdown_docs:\n" - " css: docs/styles/custom.css\n" - "---\n\n" + content) + content = ( + "---\n" + 'title: "Project Overview"\n' + "format:\n" + " markdown_docs:\n" + " css: docs/styles/custom.css\n" + "---\n\n" + content + ) write_file(readme_q, content) written.append(str(readme_q)) diff --git a/code_agent/file_generator.py b/code_agent/file_generator.py index 0632a9d..94e47de 100644 --- a/code_agent/file_generator.py +++ b/code_agent/file_generator.py @@ -15,22 +15,30 @@ from __future__ import annotations import json + from collections.abc import Iterable from pathlib import Path from typing import Any +from .exceptions import CodeAgentError + + try: # Optional dependency – used only for the notebook path. import nbformat # type: ignore except Exception: # pragma: no cover – handled at runtime nbformat = None -from .exceptions import CodeAgentError -__all__ = ["write_file", "create_from_template", "py_to_ipynb", ] +__all__ = ["create_from_template", "py_to_ipynb", "write_file"] def write_file( - target: Path | str, content: str, *, mode: str = "w", encoding: str = "utf-8", ) -> Path: + target: Path | str, + content: str, + *, + mode: str = "w", + encoding: str = "utf-8", +) -> Path: """Write *content* to *target* atomically. The function creates any missing parent directories, writes the @@ -58,20 +66,22 @@ def write_file( if target.is_dir(): raise CodeAgentError(f"Cannot write to a directory: {target!s}") try: - target.parent.mkdir(parents = True, exist_ok = True) + target.parent.mkdir(parents=True, exist_ok=True) tmp = target.with_suffix(".tmp") - with tmp.open(mode, encoding = encoding) as fp: + with tmp.open(mode, encoding=encoding) as fp: fp.write(content) tmp.replace(target) return target except OSError as exc: # pragma: no cover – exercised via tests - raise CodeAgentError( - f"Failed to write file {target!s}: {exc}" - ) from exc + raise CodeAgentError(f"Failed to write file {target!s}: {exc}") from exc def create_from_template( - template_path: Path | str, dest_path: Path | str, *, replace_vars: dict | None = None, ) -> Path: + template_path: Path | str, + dest_path: Path | str, + *, + replace_vars: dict | None = None, +) -> Path: """Create *dest_path* by copying *template_path*. ``replace_vars`` may contain placeholder keys that will be replaced @@ -84,19 +94,27 @@ def create_from_template( if not template_path.is_file(): raise CodeAgentError(f"Template file {template_path!s} does not exist") try: - text = template_path.read_text(encoding = "utf-8") + text = template_path.read_text(encoding="utf-8") if replace_vars: text = text.format(**replace_vars) return write_file(dest_path, text) except Exception as exc: # pragma: no cover – exercised via tests raise CodeAgentError( - f"Failed to create {dest_path!s} from template {template_path!s}: {exc}" - ) from exc + f"Failed to create {dest_path!s} from template {template_path!s}: {exc}" + ) from exc def _generate_ipynb_from_cells( - cells: Iterable[str], ) -> ( - dict[str, list[dict[str, str | None | dict[Any, Any] | list[Any]]] | dict[str, dict[str, str]] | int,] | str): + cells: Iterable[str], +) -> ( + dict[ + str, + list[dict[str, str | None | dict[Any, Any] | list[Any]]] + | dict[str, dict[str, str]] + | int, + ] + | str +): """Return a minimal Jupyter notebook dict for the given *cells*. The function is intentionally minimal – it creates a single @@ -107,11 +125,27 @@ def _generate_ipynb_from_cells( if nbformat is None: # Hand‑crafted minimal notebook – sufficient for the tests. - return {"cells": [ - {"cell_type": "code", "execution_count": None, "metadata": {}, "outputs": [], "source": cell, } for cell - in cells], - "metadata": {"kernelspec": {"display_name": "python", "language": "python", "name": "python", }}, - "nbformat": 4, "nbformat_minor": 2, } + return { + "cells": [ + { + "cell_type": "code", + "execution_count": None, + "metadata": {}, + "outputs": [], + "source": cell, + } + for cell in cells + ], + "metadata": { + "kernelspec": { + "display_name": "python", + "language": "python", + "name": "python", + } + }, + "nbformat": 4, + "nbformat_minor": 2, + } # When nbformat is available we can use the public API. nb = nbformat.v4.new_notebook() for cell in cells: @@ -143,7 +177,7 @@ def py_to_ipynb(py_file: Path | str, output: Path | str | None = None) -> Path: py_file = Path(py_file).expanduser().resolve() if not py_file.is_file(): raise CodeAgentError(f"Python file {py_file!s} does not exist") - content = py_file.read_text(encoding = "utf-8") + content = py_file.read_text(encoding="utf-8") cells: list[str] = [] current: list[str] = [] for line in content.splitlines(True): @@ -168,10 +202,10 @@ def py_to_ipynb(py_file: Path | str, output: Path | str | None = None) -> Path: write_file(output, nb_dict) else: # hand‑crafted dict. - json_text = json.dumps(nb_dict, indent = 2) + json_text = json.dumps(nb_dict, indent=2) write_file(output, json_text) return output except Exception as exc: # pragma: no cover – exercised via tests raise CodeAgentError( - f"Failed to write notebook {output!s}: {exc}" - ) from exc + f"Failed to write notebook {output!s}: {exc}" + ) from exc diff --git a/code_agent/graph.py b/code_agent/graph.py index e234271..156191c 100644 --- a/code_agent/graph.py +++ b/code_agent/graph.py @@ -13,7 +13,7 @@ from typing import TypedDict from langchain_core.language_models import BaseChatModel -from langchain_core.messages import (AIMessage, BaseMessage, ) +from langchain_core.messages import AIMessage, BaseMessage from langchain_core.runnables import Runnable, RunnableConfig from langchain_core.tools import BaseTool from langgraph.graph import END, StateGraph @@ -108,7 +108,10 @@ def build_graph(llm: BaseChatModel, tools: list[BaseTool]) -> Runnable: # Conditional routing graph.add_conditional_edges( - "agent", should_continue, {"action": "action", END: END}, ) + "agent", + should_continue, + {"action": "action", END: END}, + ) # Return to agent after a tool call graph.add_edge("action", "agent") diff --git a/code_agent/main.py b/code_agent/main.py index 975dd5e..18a4dad 100644 --- a/code_agent/main.py +++ b/code_agent/main.py @@ -11,6 +11,7 @@ import json import logging import sys + from collections.abc import Sequence from pathlib import Path from typing import Any @@ -19,7 +20,7 @@ from langchain_chroma import Chroma from langchain_community.embeddings import GPT4AllEmbeddings from langchain_core.language_models import BaseChatModel -from langchain_core.messages import (AIMessage, BaseMessage, HumanMessage, ) +from langchain_core.messages import AIMessage, BaseMessage, HumanMessage from langchain_core.outputs import ChatGeneration, ChatResult from langchain_core.runnables import Runnable from langchain_core.tools import BaseTool # Added import for BaseTool @@ -28,6 +29,7 @@ from code_agent.agents.base_agent import create_default_tools from code_agent.graph import build_graph + log = logging.getLogger(__name__) @@ -37,7 +39,8 @@ def load_config( - config_path: str = "code_agent/config/llm_config.json", ) -> dict[str, Any]: + config_path: str = "code_agent/config/llm_config.json", +) -> dict[str, Any]: """Load JSON config, tolerant to missing file. Parameters @@ -62,10 +65,10 @@ def load_config( cfg_file = alt else: raise FileNotFoundError( - f"Config file not found: {config_path} or {alt}" - ) + f"Config file not found: {config_path} or {alt}" + ) - with cfg_file.open("r", encoding = "utf-8") as f: + with cfg_file.open("r", encoding="utf-8") as f: return json.load(f) @@ -93,8 +96,8 @@ def create_llm(cfg: dict[str, Any]) -> BaseChatModel: from langchain_ollama import ChatOllama return ChatOllama( - model = model, base_url = base_url, temperature = temperature - ) + model=model, base_url=base_url, temperature=temperature + ) except Exception as exc: # pragma: no cover – fallback path class _FallbackLLM(BaseChatModel): @@ -107,23 +110,28 @@ def __init__(self, err: Exception, base_url: str, **kwargs: Any): self._base_url = base_url def _generate( - self, messages: list, stop: list | None = None, **kwargs: Any - ) -> ChatResult: - content = json.dumps( - {"error": "LLM unavailable", "details": (f"Failed to initialise ChatOllama. Error: {self._err}" - f". Base URL: {self._base_url}."), } - ) + self, messages: list, stop: list | None = None, **kwargs: Any + ) -> ChatResult: + content = json.dumps({ + "error": "LLM unavailable", + "details": ( + f"Failed to initialise ChatOllama. Error: {self._err}" + f". Base URL: {self._base_url}." + ), + }) return ChatResult( - generations = [ChatGeneration(message = AIMessage(content = content))] - ) + generations=[ + ChatGeneration(message=AIMessage(content=content)) + ] + ) @property def _llm_type(self) -> str: return "fallback" def bind_tools( - self, tools: list[BaseTool], **kwargs: Any - ) -> Runnable[Any, BaseMessage]: + self, tools: list[BaseTool], **kwargs: Any + ) -> Runnable[Any, BaseMessage]: return self # Simply return self for fallback LLM return _FallbackLLM(exc, base_url) @@ -151,10 +159,12 @@ def _parse_args(argv: Sequence[str] | None = None) -> argparse.Namespace: A namespace object containing the parsed arguments. """ parser = argparse.ArgumentParser( - prog = "code_agent", description = "An interactive agent for code manipulation.", ) + prog="code_agent", + description="An interactive agent for code manipulation.", + ) parser.add_argument( - "--debug", action = "store_true", help = "Enable DEBUG logs." - ) + "--debug", action="store_true", help="Enable DEBUG logs." + ) return parser.parse_args(argv) @@ -174,7 +184,10 @@ def _setup_logging(debug: bool) -> None: """ level = logging.DEBUG if debug else logging.INFO logging.basicConfig( - level = level, format = "[%(asctime)s] %(levelname)s %(name)s: %(message)s", datefmt = "%H:%M:%S", ) + level=level, + format="[%(asctime)s] %(levelname)s %(name)s: %(message)s", + datefmt="%H:%M:%S", + ) # --------------------------------------------------------------------------- @@ -202,27 +215,29 @@ def main(argv: Sequence[str] | None = None) -> None: cfg = load_config() llm = create_llm(cfg) root_dir = Path(cfg.get("root_dir", ".")).resolve() - tools = create_default_tools(root_dir = str(root_dir), llm = llm) + tools = create_default_tools(root_dir=str(root_dir), llm=llm) # Build the LangGraph app = build_graph(llm, tools) # Vector store for retrieval‑augmented generation memory_dir = root_dir / ".code_agent_memory" - memory_dir.mkdir(exist_ok = True) + memory_dir.mkdir(exist_ok=True) - embeddings = GPT4AllEmbeddings(client = None) + embeddings = GPT4AllEmbeddings(client=None) vectorstore = Chroma( - collection_name = "code_agent_conversations", embedding_function = embeddings, - persist_directory = str(memory_dir), ) + collection_name="code_agent_conversations", + embedding_function=embeddings, + persist_directory=str(memory_dir), + ) log.info(f"Agent initialized with root: {root_dir}") log.info(f"Persistent memory initialized at: {memory_dir}") print(f"Available tools: {[t.name for t in tools]}\n") except Exception as e: log.critical( - "Error loading or initializing agent: %s", e, exc_info = True - ) + "Error loading or initializing agent: %s", e, exc_info=True + ) print(f"❌ Critical Error: {e}") sys.exit(1) @@ -236,16 +251,16 @@ def main(argv: Sequence[str] | None = None) -> None: def _handle_retrieval( - vectorstore: Chroma, user_input: str, chat_history: list[BaseMessage] - ) -> None: + vectorstore: Chroma, user_input: str, chat_history: list[BaseMessage] +) -> None: """Retrieve relevant documents and update chat history.""" - retrieved_docs = vectorstore.similarity_search(user_input, k = 2) + retrieved_docs = vectorstore.similarity_search(user_input, k=2) if retrieved_docs: print("\n🧠 Retrieved from memory:") for doc in retrieved_docs: chat_history.append( - HumanMessage(content = f"Past context: {doc.page_content}") - ) + HumanMessage(content=f"Past context: {doc.page_content}") + ) print(f"- {doc.page_content[:100]}...") @@ -258,8 +273,8 @@ def _process_agent_event(event: dict) -> AIMessage | None: if getattr(agent_response, "tool_calls", None): for tool_call in agent_response.tool_calls: print( - f"🛠️ Agent decided to use tool: **{tool_call['name']}**" - ) + f"🛠️ Agent decided to use tool: **{tool_call['name']}**" + ) print(f" With arguments: {tool_call['args']}") else: final_response = agent_response @@ -269,14 +284,22 @@ def _process_agent_event(event: dict) -> AIMessage | None: def _update_history_and_persist( - vectorstore: Chroma, user_input: str, final_response: AIMessage, chat_history: list[BaseMessage], ) -> None: + vectorstore: Chroma, + user_input: str, + final_response: AIMessage, + chat_history: list[BaseMessage], +) -> None: """Update chat history and persist to vector store.""" print("\n=== Agent response ===") print(final_response.content) chat_history.append(final_response) vectorstore.add_texts( - texts = [user_input, final_response.content], - metadatas = [{"type": "user_query"}, {"type": "agent_response"}, ], ) + texts=[user_input, final_response.content], + metadatas=[ + {"type": "user_query"}, + {"type": "agent_response"}, + ], + ) def _main_loop(app: Runnable, vectorstore: Chroma) -> None: @@ -293,7 +316,7 @@ def _main_loop(app: Runnable, vectorstore: Chroma) -> None: log.info("User input: %s", user_input) _handle_retrieval(vectorstore, user_input, chat_history) - chat_history.append(HumanMessage(content = user_input)) + chat_history.append(HumanMessage(content=user_input)) print("\n=== Agent working... ===") final_response = None @@ -304,8 +327,8 @@ def _main_loop(app: Runnable, vectorstore: Chroma) -> None: if final_response: _update_history_and_persist( - vectorstore, user_input, final_response, chat_history - ) + vectorstore, user_input, final_response, chat_history + ) print("-" * 60) diff --git a/code_agent/run_agent.py b/code_agent/run_agent.py index 3a38615..4317ab9 100644 --- a/code_agent/run_agent.py +++ b/code_agent/run_agent.py @@ -8,10 +8,8 @@ from code_agent.scaffold import create_project_scaffold -def scaffold(root = ".", name = "project", overwrite = False): - return create_project_scaffold( - root, project_name = name, overwrite = overwrite - ) +def scaffold(root=".", name="project", overwrite=False): + return create_project_scaffold(root, project_name=name, overwrite=overwrite) if __name__ == "__main__": @@ -19,13 +17,15 @@ def scaffold(root = ".", name = "project", overwrite = False): p = argparse.ArgumentParser() p.add_argument( - "--scaffold", nargs = "?", const = ".", help = "Create scaffold at path", ) - p.add_argument("--name", default = "project") - p.add_argument("--overwrite", action = "store_true") + "--scaffold", + nargs="?", + const=".", + help="Create scaffold at path", + ) + p.add_argument("--name", default="project") + p.add_argument("--overwrite", action="store_true") args = p.parse_args() if args.scaffold: - print( - scaffold(args.scaffold, name = args.name, overwrite = args.overwrite) - ) + print(scaffold(args.scaffold, name=args.name, overwrite=args.overwrite)) else: print("No-op. Use --scaffold") diff --git a/code_agent/scaffold.py b/code_agent/scaffold.py index 95df0db..e4ec6b7 100644 --- a/code_agent/scaffold.py +++ b/code_agent/scaffold.py @@ -11,6 +11,7 @@ from .exceptions import CodeAgentError from .file_generator import write_file + DEFAULT_REQUIREMENTS = """# basic runtime requirements pandas nbformat @@ -45,26 +46,33 @@ def _create_directories(root_path: Path, project_name: str) -> None: """Create the directory structure for the project.""" - dirs = [root_path / "docs" / "styles", root_path / "src" / project_name, root_path / "tests", - root_path / ".github" / "workflows", ] + dirs = [ + root_path / "docs" / "styles", + root_path / "src" / project_name, + root_path / "tests", + root_path / ".github" / "workflows", + ] for d in dirs: try: - d.mkdir(parents = True, exist_ok = True) + d.mkdir(parents=True, exist_ok=True) except OSError as exc: raise CodeAgentError( - f"Failed to create directory {d}: {exc}" - ) from exc + f"Failed to create directory {d}: {exc}" + ) from exc def _create_files(root_path: Path, project_name: str, overwrite: bool) -> None: """Create the files for the project.""" - files_to_create = {"README.qmd": f"# {project_name}\n\nGenerated scaffold.", - "requirements.txt": DEFAULT_REQUIREMENTS, - "docs/index.qmd": f"---\ntitle: {project_name}\nformat: html\n---\n\n# " - f"{project_name}\n\nGenerated docs " - f"index.", "tests/test_smoke.py": "def test_smoke():\n assert True\n", - f"src/{project_name}/__init__.py": "# sample package init\n", - ".github/workflows/ci.yml": WORKFLOW_CONTENT, } + files_to_create = { + "README.qmd": f"# {project_name}\n\nGenerated scaffold.", + "requirements.txt": DEFAULT_REQUIREMENTS, + "docs/index.qmd": f"---\ntitle: {project_name}\nformat: html\n---\n\n# " + f"{project_name}\n\nGenerated docs " + f"index.", + "tests/test_smoke.py": "def test_smoke():\n assert True\n", + f"src/{project_name}/__init__.py": "# sample package init\n", + ".github/workflows/ci.yml": WORKFLOW_CONTENT, + } for file, content in files_to_create.items(): path = root_path / file @@ -76,22 +84,25 @@ def _create_files(root_path: Path, project_name: str, overwrite: bool) -> None: def create_project_scaffold( - root: str, project_name: str = "project", overwrite: bool = False, ) -> str: + root: str, + project_name: str = "project", + overwrite: bool = False, +) -> str: """ Create a minimal project scaffold in the given directory. """ root_path = Path(root).expanduser().resolve() try: - root_path.mkdir(parents = True, exist_ok = True) + root_path.mkdir(parents=True, exist_ok=True) except OSError as exc: raise CodeAgentError( - f"Failed to create root directory {root_path}: {exc}" - ) from exc + f"Failed to create root directory {root_path}: {exc}" + ) from exc if not overwrite and any( - (root_path / p).exists() for p in ["README.qmd", "src", "tests"] - ): + (root_path / p).exists() for p in ["README.qmd", "src", "tests"] + ): raise FileExistsError(f"Project already exists at {root_path}") _create_directories(root_path, project_name) @@ -105,14 +116,14 @@ def create_project_scaffold( import argparse p = argparse.ArgumentParser() - p.add_argument("root", nargs = "?", default = ".") - p.add_argument("--name", default = "project") - p.add_argument("--overwrite", action = "store_true") + p.add_argument("root", nargs="?", default=".") + p.add_argument("--name", default="project") + p.add_argument("--overwrite", action="store_true") args = p.parse_args() try: create_project_scaffold( - args.root, project_name = args.name, overwrite = args.overwrite - ) + args.root, project_name=args.name, overwrite=args.overwrite + ) print("Scaffold created at", Path(args.root).resolve()) except (CodeAgentError, FileExistsError) as e: print(f"❌ Error creating scaffold: {e}") diff --git a/code_agent/tools/__init__.py b/code_agent/tools/__init__.py index 72c79ac..e2fe6a2 100644 --- a/code_agent/tools/__init__.py +++ b/code_agent/tools/__init__.py @@ -13,6 +13,17 @@ from .read_file_tool import ReadFileTool from .search_explain_tool import SearchExplainTool -__all__ = ["EditFileTool", "SearchExplainTool", "LinkerTool", "NewFileTool", "GenerateTestTool", "FormatCodeTool", - "NotebookTool", "NaturalLanguageTool", "ReadFileTool", "GeneralChatTool", "RScriptTool", # Added RScriptTool - ] + +__all__ = [ + "EditFileTool", + "FormatCodeTool", + "GeneralChatTool", + "GenerateTestTool", + "LinkerTool", + "NaturalLanguageTool", + "NewFileTool", + "NotebookTool", + "RScriptTool", + "ReadFileTool", + "SearchExplainTool", +] diff --git a/code_agent/tools/edit_file_tool.py b/code_agent/tools/edit_file_tool.py index 450d296..2b88449 100644 --- a/code_agent/tools/edit_file_tool.py +++ b/code_agent/tools/edit_file_tool.py @@ -3,12 +3,14 @@ import logging import shutil + from pathlib import Path from typing import Literal from langchain.tools import BaseTool from pydantic import BaseModel, ConfigDict, Field + log = logging.getLogger(__name__) @@ -19,32 +21,34 @@ class FileObject(BaseModel): contents: str status: str = "success" - model_config = ConfigDict(arbitrary_types_allowed = True) + model_config = ConfigDict(arbitrary_types_allowed=True) class EditFileArgs(BaseModel): """Arguments for editing a file.""" - file_path: str = Field(..., description = "Path to the file to edit") - new_content: str = Field(..., description = "New content for the file") - mode: str = Field("replace", description = "Mode: replace|append|patch") + file_path: str = Field(..., description="Path to the file to edit") + new_content: str = Field(..., description="New content for the file") + mode: str = Field("replace", description="Mode: replace|append|patch") class EditFileTool(BaseTool): """Tool for editing existing files.""" name: str = "edit-file" - description: str = ("Edit an existing file by replacing/appending/patching its content. " - "Returns confirmation message and FileObject artifact.") + description: str = ( + "Edit an existing file by replacing/appending/patching its content. " + "Returns confirmation message and FileObject artifact." + ) response_format: Literal["content_and_artifact"] = "content_and_artifact" args_schema: type[BaseModel] = EditFileArgs root: Path - model_config = ConfigDict(arbitrary_types_allowed = True) + model_config = ConfigDict(arbitrary_types_allowed=True) def __init__(self, root_dir: str | Path, **kwargs): - super().__init__(root = Path(root_dir).expanduser().resolve(), **kwargs) + super().__init__(root=Path(root_dir).expanduser().resolve(), **kwargs) def _backup_file(self, path: Path) -> str: """Create a backup of the file.""" @@ -56,64 +60,82 @@ def _backup_file(self, path: Path) -> str: log.info(f"Backup created: {backup_path}") return "backup_created" except Exception as e: - log.error( - f"Failed to create backup for {path}: {e}", exc_info = True - ) + log.error(f"Failed to create backup for {path}: {e}", exc_info=True) return "backup_failed" def _edit_replace(self, path: Path, content: str) -> None: - path.write_text(content, encoding = "utf-8") + path.write_text(content, encoding="utf-8") def _edit_append(self, path: Path, content: str) -> None: - original_content = path.read_text(encoding = "utf-8") - path.write_text(original_content + content, encoding = "utf-8") + original_content = path.read_text(encoding="utf-8") + path.write_text(original_content + content, encoding="utf-8") def _edit_patch(self, path: Path, content: str) -> None: - original_content = path.read_text(encoding = "utf-8") + original_content = path.read_text(encoding="utf-8") start_marker = "" end_marker = "" if start_marker in original_content and end_marker in original_content: pre, rest = original_content.split(start_marker, 1) _, post = rest.split(end_marker, 1) - new_full = (pre + start_marker + "\n" + content + "\n" + end_marker + post) + new_full = ( + pre + start_marker + "\n" + content + "\n" + end_marker + post + ) else: new_full = original_content + "\n" + content - path.write_text(new_full, encoding = "utf-8") + path.write_text(new_full, encoding="utf-8") def _run( - self, file_path: str, new_content: str, mode: str = "replace" - ) -> tuple[str, FileObject]: + self, file_path: str, new_content: str, mode: str = "replace" + ) -> tuple[str, FileObject]: full_path = self.root / file_path if not full_path.exists(): - return (f"❌ File not found: {full_path}", FileObject(path = full_path, contents = "", status = "error"),) + return ( + f"❌ File not found: {full_path}", + FileObject(path=full_path, contents="", status="error"), + ) try: backup_status = self._backup_file(full_path) - edit_functions = {"replace": self._edit_replace, "append": self._edit_append, "patch": self._edit_patch, } + edit_functions = { + "replace": self._edit_replace, + "append": self._edit_append, + "patch": self._edit_patch, + } if mode not in edit_functions: - return (f"❌ Unknown mode: {mode}", FileObject(path = full_path, contents = "", status = "error"),) + return ( + f"❌ Unknown mode: {mode}", + FileObject(path=full_path, contents="", status="error"), + ) edit_functions[mode](full_path, new_content) status = f"edited_{mode}" - final_contents = full_path.read_text(encoding = "utf-8") + final_contents = full_path.read_text(encoding="utf-8") message = f"✅ Successfully {status} {full_path}" if backup_status == "backup_failed": message += " (⚠️ Backup failed!)" - return (message, FileObject( - path = full_path, contents = final_contents, status = status - ),) + return ( + message, + FileObject( + path=full_path, contents=final_contents, status=status + ), + ) except Exception as e: log.error( - f"Error during file edit operation for {full_path}: {e}", exc_info = True, ) - return (f"❌ Error editing file: {e}", FileObject(path = full_path, contents = "", status = "error"),) + f"Error during file edit operation for {full_path}: {e}", + exc_info=True, + ) + return ( + f"❌ Error editing file: {e}", + FileObject(path=full_path, contents="", status="error"), + ) async def _arun( - self, file_path: str, new_content: str, mode: str = "replace" - ) -> tuple[str, FileObject]: + self, file_path: str, new_content: str, mode: str = "replace" + ) -> tuple[str, FileObject]: """Async version.""" return self._run(file_path, new_content, mode) diff --git a/code_agent/tools/format_code_tool.py b/code_agent/tools/format_code_tool.py index c1966b9..d313c5c 100644 --- a/code_agent/tools/format_code_tool.py +++ b/code_agent/tools/format_code_tool.py @@ -3,6 +3,7 @@ import shutil import subprocess + from pathlib import Path from typing import Any, Literal @@ -13,23 +14,25 @@ class FormatCodeArgs(BaseModel): - file_path: str = Field(..., description = "Path to the file to format") - mode: str = Field("auto", description = "Mode: auto|python|r") + file_path: str = Field(..., description="Path to the file to format") + mode: str = Field("auto", description="Mode: auto|python|r") class FormatCodeTool(BaseTool): name: str = "format-code" - description: str = ("Format a source file. For python files, run black and isort if available. " - "For R files, optionally run styler if available. Returns a FileObject.") + description: str = ( + "Format a source file. For python files, run black and isort if available. " + "For R files, optionally run styler if available. Returns a FileObject." + ) response_format: Literal["content_and_artifact"] = "content_and_artifact" args_schema: type[BaseModel] = FormatCodeArgs root: Path - model_config = ConfigDict(arbitrary_types_allowed = True) + model_config = ConfigDict(arbitrary_types_allowed=True) def __init__(self, root_dir: str | Path, **kwargs): - super().__init__(root = Path(root_dir).expanduser().resolve(), **kwargs) + super().__init__(root=Path(root_dir).expanduser().resolve(), **kwargs) def _run(self, **kwargs: Any) -> tuple[str, FileObject]: """ @@ -46,7 +49,10 @@ def _run(self, **kwargs: Any) -> tuple[str, FileObject]: mode: str = kwargs.get("mode", "auto") p = self.root / file_path if not p.exists(): - return (f"❌ File not found: {p}", FileObject(path = p, contents = "", status = "error"),) + return ( + f"❌ File not found: {p}", + FileObject(path=p, contents="", status="error"), + ) ext = p.suffix.lower() if mode == "auto": @@ -61,13 +67,22 @@ def _run(self, **kwargs: Any) -> tuple[str, FileObject]: elif mode == "r": ok, msg = self._format_r(p) else: - return (f"❌ Unknown mode: {mode}", FileObject(path = p, contents = "", status = "error"),) + return ( + f"❌ Unknown mode: {mode}", + FileObject(path=p, contents="", status="error"), + ) if not ok: - return (f"❌ Formatting failed: {msg}", FileObject(path = p, contents = "", status = "error"),) + return ( + f"❌ Formatting failed: {msg}", + FileObject(path=p, contents="", status="error"), + ) - new_contents = p.read_text(encoding = "utf-8") - return (f"✅ Formatted {p}", FileObject(path = p, contents = new_contents, status = "formatted"),) + new_contents = p.read_text(encoding="utf-8") + return ( + f"✅ Formatted {p}", + FileObject(path=p, contents=new_contents, status="formatted"), + ) def _format_python(self, p: Path) -> tuple[bool, str]: """Run python formatters (isort, black) if available. @@ -75,9 +90,9 @@ def _format_python(self, p: Path) -> tuple[bool, str]: Returns (success, message).""" try: if shutil.which("isort"): - subprocess.run(["isort", str(p)], check = False) + subprocess.run(["isort", str(p)], check=False) if shutil.which("black"): - subprocess.run(["black", str(p)], check = False) + subprocess.run(["black", str(p)], check=False) return True, "" except Exception as e: return False, str(e) @@ -87,7 +102,7 @@ def _format_r(self, p: Path) -> tuple[bool, str]: try: if shutil.which("Rscript"): rcmd = f"styler::style_file('{str(p)}')" - subprocess.run(["Rscript", "-e", rcmd], check = False) + subprocess.run(["Rscript", "-e", rcmd], check=False) return True, "" except Exception as e: return False, str(e) diff --git a/code_agent/tools/general_chat_tool.py b/code_agent/tools/general_chat_tool.py index 73e07bc..7f54a5f 100644 --- a/code_agent/tools/general_chat_tool.py +++ b/code_agent/tools/general_chat_tool.py @@ -13,21 +13,25 @@ class GeneralChatArgs(BaseModel): """Arguments for a general chat query.""" query: str = Field( - ..., description = "The user's question or message for a general chat response.", ) + ..., + description="The user's question or message for a general chat response.", + ) class GeneralChatTool(BaseTool): """A tool for general conversation and questions.""" name: str = "general-chat" - description: str = ("Use this tool as a last resort if no other tool is appropriate for the user's query. " - "It is for general conversation, questions, and answering 'how-to' style inquiries.") + description: str = ( + "Use this tool as a last resort if no other tool is appropriate for the user's query. " + "It is for general conversation, questions, and answering 'how-to' style inquiries." + ) args_schema: type[BaseModel] = GeneralChatArgs llm: BaseChatModel def __init__(self, llm_instance: BaseChatModel, **kwargs): - super().__init__(llm = llm_instance, **kwargs) + super().__init__(llm=llm_instance, **kwargs) def _run(self, query: str) -> str: """Sends the query directly to the LLM for a conversational response.""" @@ -40,7 +44,7 @@ def _run(self, query: str) -> str: Your response:""" try: - response = self.llm.invoke([HumanMessage(content = prompt)]) + response = self.llm.invoke([HumanMessage(content=prompt)]) if hasattr(response, "content"): return str(response.content) return str(response) diff --git a/code_agent/tools/generate_test_tool.py b/code_agent/tools/generate_test_tool.py index fcef1c3..0ad9a83 100644 --- a/code_agent/tools/generate_test_tool.py +++ b/code_agent/tools/generate_test_tool.py @@ -12,41 +12,46 @@ class GenerateTestArgs(BaseModel): file_path: str = Field( - ..., description = "Path to the module/file to generate tests for" - ) + ..., description="Path to the module/file to generate tests for" + ) tests_dir: str = Field( - "tests", description = "Directory to place generated tests" - ) + "tests", description="Directory to place generated tests" + ) class GenerateTestTool(BaseTool): name: str = "generate-test" - description: str = ("Generate a basic pytest test file for a given Python module. " - "Creates a tests/ directory and a test_.py scaffold.") + description: str = ( + "Generate a basic pytest test file for a given Python module. " + "Creates a tests/ directory and a test_.py scaffold." + ) response_format: Literal["content_and_artifact"] = "content_and_artifact" args_schema: type[BaseModel] = GenerateTestArgs root: Path - model_config = ConfigDict(arbitrary_types_allowed = True) + model_config = ConfigDict(arbitrary_types_allowed=True) def __init__(self, root_dir: str | Path, **kwargs): - super().__init__(root = Path(root_dir).expanduser().resolve(), **kwargs) + super().__init__(root=Path(root_dir).expanduser().resolve(), **kwargs) def _run( - self, file_path: str, tests_dir: str = "tests" - ) -> tuple[str, FileObject]: + self, file_path: str, tests_dir: str = "tests" + ) -> tuple[str, FileObject]: """Generates a basic pytest test file for a given Python module.""" src = self.root / file_path if not src.exists(): - return (f"❌ Source file not found: {src}", FileObject(path = src, contents = "", status = "error"),) + return ( + f"❌ Source file not found: {src}", + FileObject(path=src, contents="", status="error"), + ) if src.suffix != ".py": raise ValueError(f"File {file_path} is not a Python file.") module_name = Path(file_path).stem test_file = self.root / tests_dir / f"test_{module_name}.py" - test_file.parent.mkdir(parents = True, exist_ok = True) + test_file.parent.mkdir(parents=True, exist_ok=True) scaffold = f""" import pytest @@ -58,15 +63,23 @@ def test_placeholder(): assert True """ if test_file.exists(): - return (f"❌ Test file already exists: {test_file}", FileObject( - path = test_file, contents = test_file.read_text(encoding = "utf-8"), status = "exists", ),) + return ( + f"❌ Test file already exists: {test_file}", + FileObject( + path=test_file, + contents=test_file.read_text(encoding="utf-8"), + status="exists", + ), + ) - test_file.write_text(scaffold, encoding = "utf-8") - return (f"✅ Generated test scaffold: {test_file}", - FileObject(path = test_file, contents = scaffold, status = "created"),) + test_file.write_text(scaffold, encoding="utf-8") + return ( + f"✅ Generated test scaffold: {test_file}", + FileObject(path=test_file, contents=scaffold, status="created"), + ) async def _arun( - self, file_path: str, tests_dir: str = "tests" - ) -> tuple[str, FileObject]: + self, file_path: str, tests_dir: str = "tests" + ) -> tuple[str, FileObject]: """Async version.""" return self._run(file_path, tests_dir) diff --git a/code_agent/tools/linker_tool.py b/code_agent/tools/linker_tool.py index e2ae7ef..c52ac12 100644 --- a/code_agent/tools/linker_tool.py +++ b/code_agent/tools/linker_tool.py @@ -9,6 +9,7 @@ from .edit_file_tool import FileObject + # --------------------------------- # 1️⃣ Arguments schema @@ -16,7 +17,7 @@ class LinkerArgs(BaseModel): """Arguments for reading file contents.""" - file_path: str = Field(..., description = "Path to file to read") + file_path: str = Field(..., description="Path to file to read") # --------------------------------- @@ -27,30 +28,41 @@ class LinkerTool(BaseTool): """Tool for reading file contents.""" name: str = "linker" - description: str = ("Read and return the full contents of a file. " - "Returns file contents as string and FileObject artifact.") + description: str = ( + "Read and return the full contents of a file. " + "Returns file contents as string and FileObject artifact." + ) response_format: Literal["content_and_artifact"] = "content_and_artifact" args_schema: type[BaseModel] = LinkerArgs root: Path - model_config = ConfigDict(arbitrary_types_allowed = True) + model_config = ConfigDict(arbitrary_types_allowed=True) def __init__(self, root_dir: str | Path, **kwargs): - super().__init__(root = Path(root_dir).expanduser().resolve(), **kwargs) + super().__init__(root=Path(root_dir).expanduser().resolve(), **kwargs) def _run(self, **kwargs: Any) -> tuple[str, FileObject]: file_path_str: str = kwargs.get("file_path", "") file_path = self.root / file_path_str if not file_path.exists(): - return (f"❌ File not found: {file_path}", FileObject(path = file_path, contents = "", status = "error"),) + return ( + f"❌ File not found: {file_path}", + FileObject(path=file_path, contents="", status="error"), + ) try: - contents = file_path.read_text(encoding = "utf-8") - return (contents, FileObject(path = file_path, contents = contents, status = "read"),) + contents = file_path.read_text(encoding="utf-8") + return ( + contents, + FileObject(path=file_path, contents=contents, status="read"), + ) except Exception as e: - return (f"❌ Error reading file: {e}", FileObject(path = file_path, contents = "", status = "error"),) + return ( + f"❌ Error reading file: {e}", + FileObject(path=file_path, contents="", status="error"), + ) async def _arun(self, **kwargs: Any) -> tuple[str, FileObject]: """Async version.""" diff --git a/code_agent/tools/new_file_tool.py b/code_agent/tools/new_file_tool.py index 63c8108..9215206 100644 --- a/code_agent/tools/new_file_tool.py +++ b/code_agent/tools/new_file_tool.py @@ -3,6 +3,7 @@ import logging import shutil + from pathlib import Path from typing import Literal @@ -11,6 +12,7 @@ from .edit_file_tool import FileObject + log = logging.getLogger(__name__) @@ -18,38 +20,44 @@ class NewFileArgs(BaseModel): """Arguments for creating a new file.""" file_path: str = Field( - ..., description = "The full path, including the filename, where the new file should be created.", ) + ..., + description="The full path, including the filename, where the new file should be created.", + ) content: str = Field( - ..., description = "The content to be written into the new file." - ) + ..., description="The content to be written into the new file." + ) class NewFileTool(BaseTool): """Tool for creating new files.""" name: str = "new-file" - description: str = ("Use this tool to create a new file with specified content. " - "Provide a 'file_path' and the 'content' for the file. " - "Example: {'tool': 'new-file', 'arguments': {'file_path': 'src/new_module.py', 'content': '# " - "New Python module\\n'}}") + description: str = ( + "Use this tool to create a new file with specified content. " + "Provide a 'file_path' and the 'content' for the file. " + "Example: {'tool': 'new-file', 'arguments': {'file_path': 'src/new_module.py', 'content': '# " + "New Python module\\n'}}" + ) response_format: Literal["content_and_artifact"] = "content_and_artifact" args_schema: type[BaseModel] = NewFileArgs root: Path - model_config = ConfigDict(arbitrary_types_allowed = True) + model_config = ConfigDict(arbitrary_types_allowed=True) def __init__(self, root_dir: str | Path, **kwargs): - super().__init__(root = Path(root_dir).expanduser().resolve(), **kwargs) + super().__init__(root=Path(root_dir).expanduser().resolve(), **kwargs) def _run( - self, file_path: str, content: str, overwrite: bool = False - ) -> tuple[str, FileObject]: + self, file_path: str, content: str, overwrite: bool = False + ) -> tuple[str, FileObject]: """Creates a new file at the specified path with the given content.""" if not file_path: - return ("❌ Error: 'file_path' cannot be empty.", - FileObject(path = Path(), contents = "", status = "error"),) + return ( + "❌ Error: 'file_path' cannot be empty.", + FileObject(path=Path(), contents="", status="error"), + ) full_path = self.root / file_path @@ -57,28 +65,28 @@ def _run( backup_status = "no_backup" if full_path.exists(): if not overwrite: - return (f"❌ File already exists: {full_path}. Use 'overwrite=True' to replace it.", FileObject( - path = full_path, contents = "", status = "error" - ),) + return ( + f"❌ File already exists: {full_path}. Use 'overwrite=True' to replace it.", + FileObject(path=full_path, contents="", status="error"), + ) else: # Create a backup before overwriting backup_path = full_path.with_suffix( - full_path.suffix + ".bak" - ) + full_path.suffix + ".bak" + ) try: shutil.copy(full_path, backup_path) backup_status = "backup_created" - log.info( - f"Backup created for overwrite: {backup_path}" - ) + log.info(f"Backup created for overwrite: {backup_path}") except Exception as e: backup_status = "backup_failed" log.error( - f"Failed to create backup for {full_path} during overwrite: {e}", - exc_info = True, ) # Continue with the creation, but report backup failure + f"Failed to create backup for {full_path} during overwrite: {e}", + exc_info=True, + ) # Continue with the creation, but report backup failure - full_path.parent.mkdir(parents = True, exist_ok = True) - full_path.write_text(content, encoding = "utf-8") + full_path.parent.mkdir(parents=True, exist_ok=True) + full_path.write_text(content, encoding="utf-8") message = f"✅ Successfully created {full_path}" if backup_status == "backup_failed": @@ -86,13 +94,19 @@ def _run( elif backup_status == "backup_created": message += " (Original backed up)" - return (message, FileObject(path = full_path, contents = content, status = "created"),) + return ( + message, + FileObject(path=full_path, contents=content, status="created"), + ) except Exception as e: - log.error(f"Error creating file {full_path}: {e}", exc_info = True) - return (f"❌ Error creating file: {e}", FileObject(path = full_path, contents = "", status = "error"),) + log.error(f"Error creating file {full_path}: {e}", exc_info=True) + return ( + f"❌ Error creating file: {e}", + FileObject(path=full_path, contents="", status="error"), + ) async def _arun( - self, file_path: str, content: str, overwrite: bool = False - ) -> tuple[str, FileObject]: + self, file_path: str, content: str, overwrite: bool = False + ) -> tuple[str, FileObject]: """Async version.""" return self._run(file_path, content, overwrite) diff --git a/code_agent/tools/nlp_tool.py b/code_agent/tools/nlp_tool.py index b84fc3c..e8b3a52 100644 --- a/code_agent/tools/nlp_tool.py +++ b/code_agent/tools/nlp_tool.py @@ -2,6 +2,7 @@ import json import logging + from typing import Any from langchain_core.language_models.chat_models import BaseChatModel @@ -38,17 +39,19 @@ def _run(self, query: str, **kwargs: Any) -> str: arg_details = [] for arg_name, arg_info in properties.items(): - is_required = ("required" if arg_name in required_args else "optional") + is_required = ( + "required" if arg_name in required_args else "optional" + ) arg_desc = arg_info.get("description", "No description") arg_details.append( - f" - `{arg_name}` ({is_required}): {arg_desc}" - ) + f" - `{arg_name}` ({is_required}): {arg_desc}" + ) tool_manifest.append( - f" - Tool: `{t.name}`\n" - f" Description: {t.description}\n" - f" Arguments:\n" + "\n".join(arg_details) - ) + f" - Tool: `{t.name}`\n" + f" Description: {t.description}\n" + f" Arguments:\n" + "\n".join(arg_details) + ) tool_manifest_str = "\n".join(tool_manifest) @@ -76,7 +79,11 @@ def _run(self, query: str, **kwargs: Any) -> str: try: response: AIMessage = self.llm.invoke(prompt) - content = (response.content if hasattr(response, "content") else str(response)) + content = ( + response.content + if hasattr(response, "content") + else str(response) + ) logging.debug(f"Raw LLM response for tool selection: {content}") # Clean the response content @@ -90,19 +97,20 @@ def _run(self, query: str, **kwargs: Any) -> str: tool_call = json.loads(content) if not isinstance(tool_call, dict) or "tool" not in tool_call: - return json.dumps( - {"error": "LLM failed to select a valid tool."} - ) + return json.dumps({ + "error": "LLM failed to select a valid tool." + }) return json.dumps(tool_call) except json.JSONDecodeError as e: logging.error(f"JSONDecodeError: {e}. LLM response was: {content}") - return json.dumps( - {"error": "Invalid JSON format from LLM.", "raw_response": content, } - ) + return json.dumps({ + "error": "Invalid JSON format from LLM.", + "raw_response": content, + }) except Exception as e: logging.error(f"Error in NaturalLanguageTool: {e}") - return json.dumps( - {"error": f"An unexpected error occurred: {str(e)}"} - ) + return json.dumps({ + "error": f"An unexpected error occurred: {str(e)}" + }) diff --git a/code_agent/tools/notebook_tool.py b/code_agent/tools/notebook_tool.py index c6e95dd..6c7cb27 100644 --- a/code_agent/tools/notebook_tool.py +++ b/code_agent/tools/notebook_tool.py @@ -5,6 +5,7 @@ from typing import Any, Literal import nbformat + from langchain.tools import BaseTool from pydantic import BaseModel, ConfigDict, Field @@ -13,23 +14,25 @@ class NotebookArgs(BaseModel): file_path: str = Field( - ..., description = "Path to the notebook to create or edit" - ) - content: str = Field("", description = "Markdown or code content to insert") - mode: str = Field("create", description = "Mode: create|append|replace") + ..., description="Path to the notebook to create or edit" + ) + content: str = Field("", description="Markdown or code content to insert") + mode: str = Field("create", description="Mode: create|append|replace") class NotebookTool(BaseTool): name: str = "notebook" - description: str = ("Create or edit Jupyter notebooks (.ipynb). Mode create: create a minimal notebook; " - "append: add a markdown cell with content; replace: replace entire notebook with given " - "content.") + description: str = ( + "Create or edit Jupyter notebooks (.ipynb). Mode create: create a minimal notebook; " + "append: add a markdown cell with content; replace: replace entire notebook with given " + "content." + ) response_format: Literal["content_and_artifact"] = "content_and_artifact" args_schema: type[BaseModel] = NotebookArgs root: Path - model_config = ConfigDict(arbitrary_types_allowed = True) + model_config = ConfigDict(arbitrary_types_allowed=True) def __init__(self, root_dir: str | Path, **kwargs): """ @@ -39,7 +42,7 @@ def __init__(self, root_dir: str | Path, **kwargs): **kwargs: Additional keyword arguments. Returns: None """ - super().__init__(root = Path(root_dir).expanduser().resolve(), **kwargs) + super().__init__(root=Path(root_dir).expanduser().resolve(), **kwargs) def _run(self, **kwargs: Any) -> tuple[str, FileObject]: file_path: str = kwargs.get("file_path") @@ -51,38 +54,55 @@ def _run(self, **kwargs: Any) -> tuple[str, FileObject]: if mode == "create": nb = nbformat.v4.new_notebook() nb.cells.append(nbformat.v4.new_markdown_cell(content)) - nb_path.parent.mkdir(parents = True, exist_ok = True) + nb_path.parent.mkdir(parents=True, exist_ok=True) nbformat.write(nb, str(nb_path)) - return (f"✅ Created notebook {nb_path}", FileObject( - path = nb_path, contents = content, status = "created" - ),) + return ( + f"✅ Created notebook {nb_path}", + FileObject( + path=nb_path, contents=content, status="created" + ), + ) elif mode == "append": if not nb_path.exists(): - return (f"❌ Notebook not found: {nb_path}", - FileObject(path = nb_path, contents = "", status = "error"),) - nb = nbformat.read(str(nb_path), as_version = 4) + return ( + f"❌ Notebook not found: {nb_path}", + FileObject(path=nb_path, contents="", status="error"), + ) + nb = nbformat.read(str(nb_path), as_version=4) nb.cells.append(nbformat.v4.new_markdown_cell(content)) nbformat.write(nb, str(nb_path)) - return (f"✅ Appended notebook {nb_path}", FileObject( - path = nb_path, contents = content, status = "appended" - ),) + return ( + f"✅ Appended notebook {nb_path}", + FileObject( + path=nb_path, contents=content, status="appended" + ), + ) elif mode == "replace": # Interpret content as raw notebook JSON or as a markdown cell try: - nb_obj = nbformat.reads(content, as_version = 4) + nb_obj = nbformat.reads(content, as_version=4) nbformat.write(nb_obj, str(nb_path)) except Exception: nb = nbformat.v4.new_notebook() nb.cells.append(nbformat.v4.new_markdown_cell(content)) - nb_path.parent.mkdir(parents = True, exist_ok = True) + nb_path.parent.mkdir(parents=True, exist_ok=True) nbformat.write(nb, str(nb_path)) - return (f"✅ Replaced notebook {nb_path}", FileObject( - path = nb_path, contents = content, status = "replaced" - ),) + return ( + f"✅ Replaced notebook {nb_path}", + FileObject( + path=nb_path, contents=content, status="replaced" + ), + ) else: - return (f"❌ Unknown mode: {mode}", FileObject(path = nb_path, contents = "", status = "error"),) + return ( + f"❌ Unknown mode: {mode}", + FileObject(path=nb_path, contents="", status="error"), + ) except Exception as e: - return (f"❌ Notebook operation failed: {e}", FileObject(path = nb_path, contents = "", status = "error"),) + return ( + f"❌ Notebook operation failed: {e}", + FileObject(path=nb_path, contents="", status="error"), + ) async def _arun(self, **kwargs: Any) -> tuple[str, FileObject]: return self._run(**kwargs) diff --git a/code_agent/tools/r_tool.py b/code_agent/tools/r_tool.py index ca6b3be..0960773 100644 --- a/code_agent/tools/r_tool.py +++ b/code_agent/tools/r_tool.py @@ -3,6 +3,7 @@ import subprocess import tempfile + from pathlib import Path from typing import Any @@ -13,31 +14,36 @@ class RScriptArgs(BaseModel): """Arguments for executing an R script.""" - code: str = Field(..., description = "The R code to be executed.") + code: str = Field(..., description="The R code to be executed.") class RScriptTool(BaseTool): """A tool for executing R code.""" name: str = "r-script" - description: str = ("Use this tool to execute R code. " - "Provide the R code as a string. The tool will return the standard output and standard error.") + description: str = ( + "Use this tool to execute R code. " + "Provide the R code as a string. The tool will return the standard output and standard error." + ) args_schema: type[BaseModel] = RScriptArgs def _run(self, code: str) -> str: """Executes the given R code and returns the output.""" with tempfile.NamedTemporaryFile( - mode = "w", suffix = ".R", delete = False - ) as temp_file: + mode="w", suffix=".R", delete=False + ) as temp_file: temp_file.write(code) temp_file_path = temp_file.name try: result = subprocess.run( - ["Rscript", temp_file_path], capture_output = True, text = True, check = False, - # Do not raise exception on non-zero exit code - ) + ["Rscript", temp_file_path], + capture_output=True, + text=True, + check=False, + # Do not raise exception on non-zero exit code + ) output = "" if result.stdout: diff --git a/code_agent/tools/read_file_tool.py b/code_agent/tools/read_file_tool.py index ff4eec1..3a080f4 100644 --- a/code_agent/tools/read_file_tool.py +++ b/code_agent/tools/read_file_tool.py @@ -12,22 +12,24 @@ class ReadFileArgs(BaseModel): """Arguments for reading a file.""" file_path: str = Field( - ..., description = "The full path of the file to read." - ) + ..., description="The full path of the file to read." + ) class ReadFileTool(BaseTool): """Tool for reading the content of a file.""" name: str = "read-file" - description: str = ("Use this tool to read the entire content of a file. " - "Provide a 'file_path' to the file you want to inspect.") + description: str = ( + "Use this tool to read the entire content of a file. " + "Provide a 'file_path' to the file you want to inspect." + ) args_schema: type[BaseModel] = ReadFileArgs root: Path def __init__(self, root_dir: str | Path, **kwargs): - super().__init__(root = Path(root_dir).expanduser().resolve(), **kwargs) + super().__init__(root=Path(root_dir).expanduser().resolve(), **kwargs) def _run(self, file_path: str) -> str: """Reads the content of the specified file.""" @@ -43,7 +45,7 @@ def _run(self, file_path: str) -> str: return f"❌ Error: Path exists but is not a file: {full_path}" try: - content = full_path.read_text(encoding = "utf-8") + content = full_path.read_text(encoding="utf-8") return f"Content of {file_path}:\n\n---\n{content}\n---" except Exception as e: return f"❌ Error reading file: {e}" diff --git a/code_agent/tools/search_explain_tool.py b/code_agent/tools/search_explain_tool.py index 170df4e..71981f3 100644 --- a/code_agent/tools/search_explain_tool.py +++ b/code_agent/tools/search_explain_tool.py @@ -3,6 +3,7 @@ import json import re + from pathlib import Path from typing import Any, Literal @@ -17,35 +18,43 @@ class SearchExplainArgs(BaseModel): """Arguments schema for searching and explaining code.""" - search_query: str = Field(..., description = "Term or regexp to search") - max_results: int = Field( - 10, description = "Maximum number of hits to return" - ) + search_query: str = Field(..., description="Term or regexp to search") + max_results: int = Field(10, description="Maximum number of hits to return") class SearchExplainTool(BaseTool): """Tool for searching code and generating comprehensive explanations.""" name: str = "search-explain" - description: str = ("Search for a specific string or pattern in local text files and " - "summarise the snippets (and their file names). Return the summary as " - "a string and a FileObject containing the first hit's path.") + description: str = ( + "Search for a specific string or pattern in local text files and " + "summarise the snippets (and their file names). Return the summary as " + "a string and a FileObject containing the first hit's path." + ) response_format: Literal["content_and_artifact"] = "content_and_artifact" args_schema: type[BaseModel] = SearchExplainArgs llm: BaseChatModel root: Path - model_config = ConfigDict(arbitrary_types_allowed = True) + model_config = ConfigDict(arbitrary_types_allowed=True) def __init__( - self, root_dir: str | Path, llm_instance: BaseChatModel, max_hits: int = 10, **kwargs, ): + self, + root_dir: str | Path, + llm_instance: BaseChatModel, + max_hits: int = 10, + **kwargs, + ): super().__init__( - llm = llm_instance, root = Path(root_dir).expanduser().resolve(), **kwargs, ) + llm=llm_instance, + root=Path(root_dir).expanduser().resolve(), + **kwargs, + ) def _read_ipynb_preview(self, path: Path) -> str: try: - nb = json.loads(path.read_text(encoding = "utf-8")) + nb = json.loads(path.read_text(encoding="utf-8")) cells = nb.get("cells", []) texts = [] for c in cells: @@ -78,17 +87,23 @@ def _run(self, **kwargs: Any) -> tuple[str, FileObject]: hits = self._gather_hits(search_query, pattern, max_results) if not hits: - return ("❌ No matches found.", FileObject(path = Path(), contents = "", status = "No hits"),) + return ( + "❌ No matches found.", + FileObject(path=Path(), contents="", status="No hits"), + ) summary, first_hit = self._summarize_hits(hits) file_obj = FileObject( - path = Path(str(first_hit["file_path"])).resolve(), contents = "", status = "Analysed", ) + path=Path(str(first_hit["file_path"])).resolve(), + contents="", + status="Analysed", + ) return summary, file_obj def _gather_hits( - self, search_query: str, pattern: re.Pattern | None, max_results: int - ): + self, search_query: str, pattern: re.Pattern | None, max_results: int + ): """ Gather all matching files and their snippets from the root directory. @@ -134,8 +149,17 @@ def _is_candidate_path(self, path: Path) -> bool: """Return True if the path should be considered for searching.""" # skip virtualenvs and large folders if any( - part in (".venv", "venv", "node_modules", "packrat", "archive", "output",) for part in path.parts - ): + part + in ( + ".venv", + "venv", + "node_modules", + "packrat", + "archive", + "output", + ) + for part in path.parts + ): return False if not path.is_file(): return False @@ -151,22 +175,25 @@ def _read_file_content(self, path: Path) -> str | None: try: if path.suffix == ".ipynb": return self._read_ipynb_preview(path) - return path.read_text(encoding = "utf-8") + return path.read_text(encoding="utf-8") except Exception: return None def _summarize_hits(self, hits: list[dict]): snippets = "\n\n".join( - f"File: {hit['file_path']}\nSnippet:\n{hit['snippet']}" for hit in hits - ) + f"File: {hit['file_path']}\nSnippet:\n{hit['snippet']}" + for hit in hits + ) summary_prompt = ( - "You are an expert code analyst. Provide a comprehensive analysis of the following code snippets. " - "Include: 1) Overall purpose and functionality, 2) Key design patterns and architectural decisions, " - "3) Potential issues or improvements, 4) Dependencies and relationships between files, " - "5) Best practices being followed or violated. Be thorough and detailed.\n\n" + snippets) - - response = self.llm.invoke([HumanMessage(content = summary_prompt)]) + "You are an expert code analyst. Provide a comprehensive analysis of the following code snippets. " + "Include: 1) Overall purpose and functionality, 2) Key design patterns and architectural decisions, " + "3) Potential issues or improvements, 4) Dependencies and relationships between files, " + "5) Best practices being followed or violated. Be thorough and detailed.\n\n" + + snippets + ) + + response = self.llm.invoke([HumanMessage(content=summary_prompt)]) if hasattr(response, "content"): summary: str = str(response.content) else: diff --git a/code_agent/utils/__init__.py b/code_agent/utils/__init__.py index c0ebd25..c6ac6d7 100644 --- a/code_agent/utils/__init__.py +++ b/code_agent/utils/__init__.py @@ -2,4 +2,5 @@ from .diff_utils import apply_edit, generate_diff, preview_file_edit -__all__ = ["generate_diff", "preview_file_edit", "apply_edit", ] + +__all__ = ["apply_edit", "generate_diff", "preview_file_edit"] diff --git a/code_agent/utils/diff_utils.py b/code_agent/utils/diff_utils.py index d082b1a..dffd521 100644 --- a/code_agent/utils/diff_utils.py +++ b/code_agent/utils/diff_utils.py @@ -3,11 +3,16 @@ from __future__ import annotations import difflib + from pathlib import Path def generate_diff( - old_content: str, new_content: str, from_file: str = "original", to_file: str = "modified", ) -> str: + old_content: str, + new_content: str, + from_file: str = "original", + to_file: str = "modified", +) -> str: """Generate a unified diff between two strings. Args: @@ -20,14 +25,17 @@ def generate_diff( A string containing the unified diff """ diff = difflib.unified_diff( - old_content.splitlines(keepends = True), new_content.splitlines(keepends = True), fromfile = from_file, - tofile = to_file, ) + old_content.splitlines(keepends=True), + new_content.splitlines(keepends=True), + fromfile=from_file, + tofile=to_file, + ) return "".join(diff) def preview_file_edit( - file_path: str | Path, new_content: str, create_if_missing: bool = False - ) -> tuple[str, bool]: + file_path: str | Path, new_content: str, create_if_missing: bool = False +) -> tuple[str, bool]: """Generate a preview of file changes without modifying the file. Args: @@ -43,7 +51,7 @@ def preview_file_edit( path = Path(file_path) if path.exists(): - old_content = path.read_text(encoding = "utf-8") + old_content = path.read_text(encoding="utf-8") file_exists = True elif create_if_missing: old_content = "" @@ -52,8 +60,8 @@ def preview_file_edit( raise FileNotFoundError(f"File not found: {file_path}") diff = generate_diff( - old_content, new_content, str(path), f"(proposed) {path}" - ) + old_content, new_content, str(path), f"(proposed) {path}" + ) return diff, file_exists @@ -65,5 +73,5 @@ def apply_edit(file_path: str | Path, content: str) -> None: content: The new content """ path = Path(file_path) - path.parent.mkdir(parents = True, exist_ok = True) - path.write_text(content, encoding = "utf-8") + path.parent.mkdir(parents=True, exist_ok=True) + path.write_text(content, encoding="utf-8") diff --git a/code_agent/utils/utils.py b/code_agent/utils/utils.py index 153a5a8..43647f5 100644 --- a/code_agent/utils/utils.py +++ b/code_agent/utils/utils.py @@ -4,5 +4,6 @@ from __future__ import annotations + # This file is intentionally left sparse. # Utility functions can be added here as needed. diff --git a/constraints.txt b/constraints.txt index ad8a164..b3a9782 100644 --- a/constraints.txt +++ b/constraints.txt @@ -1,3 +1,3 @@ -# constraints.txt -# Optional dependency constraints for reproducible builds -# (kept empty for now – add specific version pins if needed) +# constraints.txt +# Optional dependency constraints for reproducible builds +# (kept empty for now – add specific version pins if needed) diff --git a/examples/code_agent_usage.py b/examples/code_agent_usage.py index a108924..ec34d92 100644 --- a/examples/code_agent_usage.py +++ b/examples/code_agent_usage.py @@ -8,6 +8,7 @@ import os import sys + from pathlib import Path from typing import Any @@ -17,10 +18,16 @@ from langchain_core.runnables import Runnable from langchain_core.tools import BaseTool -from code_agent import (build_agent, create_from_template, create_llm, write_file, ) +from code_agent import ( + build_agent, + create_from_template, + create_llm, + write_file, +) from code_agent.agents.base_agent import create_default_tools from code_agent.main import load_config + # Add parent directory to path so imports work sys.path.insert(0, str(Path(__file__).parent.parent)) @@ -28,16 +35,20 @@ # Dummy LLM for examples that don't require a real Ollama server class DummyLLM(BaseChatModel): def _generate( - self, messages: list[BaseMessage], stop: list[str] | None = None, **kwargs: Any, ) -> ChatResult: + self, + messages: list[BaseMessage], + stop: list[str] | None = None, + **kwargs: Any, + ) -> ChatResult: return ChatResult( - generations = [ChatGeneration( - message = AIMessage(content = "Hello from DummyLLM") - )] - ) + generations=[ + ChatGeneration(message=AIMessage(content="Hello from DummyLLM")) + ] + ) def bind_tools( - self, tools: list[BaseTool], **kwargs: Any - ) -> Runnable[Any, BaseMessage]: + self, tools: list[BaseTool], **kwargs: Any + ) -> Runnable[Any, BaseMessage]: return self @property @@ -57,8 +68,8 @@ def example_basic_file_operations(): # Create agent with default config # We need to create a dummy LLM and tools to build the agent runnable llm = DummyLLM() - tools = create_default_tools(root_dir = str(tmpdir), llm = llm) - build_agent(llm = llm, tools = tools) + tools = create_default_tools(root_dir=str(tmpdir), llm=llm) + build_agent(llm=llm, tools=tools) # Change to the temporary directory os.chdir(tmpdir) @@ -70,7 +81,7 @@ def example_basic_file_operations(): # Append to it # Note: append_file is a direct utility, not part of the agent_runnable - with open(file_path, "a", encoding = "utf-8") as f: + with open(file_path, "a", encoding="utf-8") as f: f.write("\nThis is additional content.") print("✓ Appended to file") @@ -83,8 +94,8 @@ def example_basic_file_operations(): # This part of the example is conceptual for the old agent structure. # For LCEL, you'd invoke a tool for preview. print( - "\nPreview edit functionality would be invoked via a tool in LCEL." - ) + "\nPreview edit functionality would be invoked via a tool in LCEL." + ) def example_llm_generation(): @@ -93,8 +104,8 @@ def example_llm_generation(): print("Example 2: LLM Content Generation") print("=" * 60) print( - "Note: This example requires a running Ollama server with the 'gpt-oss:20b-cloud' model." - ) + "Note: This example requires a running Ollama server with the 'gpt-oss:20b-cloud' model." + ) try: cfg = load_config() @@ -104,12 +115,16 @@ def example_llm_generation(): # The llm object itself is a Runnable # Generate content with LLM - prompt = ("Write a Python function to calculate the factorial of a number.") + prompt = ( + "Write a Python function to calculate the factorial of a number." + ) print(f"Prompt: {prompt}") print("Generating...") response = llm.invoke(prompt) - result = (response.content if hasattr(response, "content") else str(response)) + result = ( + response.content if hasattr(response, "content") else str(response) + ) print(f"✓ Generated content (first 200 chars):\n{result[:200]}...") except Exception as e: print(f"Error generating content: {e}") @@ -131,7 +146,9 @@ def example_documentation_generation(): try: # Generate docs files = generate_quarto_docs( - output_dir = Path(tmpdir), overwrite = True, ) + output_dir=Path(tmpdir), + overwrite=True, + ) print(f"✓ Generated {len(files)} documentation files:") for f in files: print(f" - {Path(f).name}") @@ -173,7 +190,7 @@ def example_article_evaluation(): print("=" * 60) print( - """ + """ The article evaluation pipeline works as follows: 1. Load articles CSV with doc_id, text, summary, etc. @@ -201,7 +218,8 @@ def example_article_evaluation(): - ✓ Lock files to prevent duplicate processing - ✓ Progress logging - ✓ Graceful error handling - """, ) + """, + ) def main(): @@ -210,14 +228,15 @@ def main(): print("CodeAgent with LLM Integration - Examples") print("=" * 60) print("\nThese examples demonstrate the enhanced CodeAgent functionality.") - print( - "Note: LLM examples use simulation mode to avoid requiring Ollama.\n" - ) - - examples = [("Basic File Operations", example_basic_file_operations), - ("LLM Content Generation", example_llm_generation), - ("Documentation Generation", example_documentation_generation), - ("Configuration Loading", example_config_loading), ("Article Evaluation", example_article_evaluation), ] + print("Note: LLM examples use simulation mode to avoid requiring Ollama.\n") + + examples = [ + ("Basic File Operations", example_basic_file_operations), + ("LLM Content Generation", example_llm_generation), + ("Documentation Generation", example_documentation_generation), + ("Configuration Loading", example_config_loading), + ("Article Evaluation", example_article_evaluation), + ] for i, (name, func) in enumerate(examples, 1): try: diff --git a/examples/demo_verbose.py b/examples/demo_verbose.py index e8c8719..8c012ac 100644 --- a/examples/demo_verbose.py +++ b/examples/demo_verbose.py @@ -22,16 +22,18 @@ class R: r = R() # Simple echo-style response, and include no tool call markers (so agent returns it) - r.content = ("I will review the repository: I'll look for structure, tests, docs " - "and refactor opportunities. First step: run tests and linter.") + r.content = ( + "I will review the repository: I'll look for structure, tests, docs " + "and refactor opportunities. First step: run tests and linter." + ) return r if __name__ == "__main__": llm = DummyLLM() - agent = get_persistent_agent(llm = llm, tools = []) + agent = get_persistent_agent(llm=llm, tools=[]) agent.verbose = True resp = agent.chat( - "Could you please review and refactor the codebase for code_Agent (exclude revised_pipeline)?" - ) + "Could you please review and refactor the codebase for code_Agent (exclude revised_pipeline)?" + ) print("\nAgent returned:\n", resp) diff --git a/pyproject.toml b/pyproject.toml index f741f83..eced66a 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -1,152 +1,595 @@ -[build-system] -requires = ["setuptools>=68.0", "wheel"] -build-backend = "setuptools.build_meta" - -[project] -name = "code-agent" -version = "0.1.0" -description = "Local LLM-driven code assistant for project scaffolding and file operations" -readme = "README.md" -requires-python = ">=3.10" -license = "MIT" -license-files = ["LICENSE"] -authors = [ - { name = "Sofia Billger Bergström" }, -] -classifiers = [ - "Development Status :: 3 - Alpha", - "Intended Audience :: Developers", - "Programming Language :: Python :: 3", - "Programming Language :: Python :: 3.10", - "Programming Language :: Python :: 3.11", - "Programming Language :: Python :: 3.12", - "Programming Language :: Python :: 3.13", - "Operating System :: OS Independent", -] -dependencies = [ - "click>=8.1.7", - "langchain-core>=0.2.0", - "langchain-ollama>=0.1.0", - "typer>=0.9.0", - "pyyaml>=6.0", - "rich>=13.5.2", - "mkdocstrings>=0.30.1", - "langchain-chroma>=1.0.0", - "chromadb>=1.3.4", - "langchain>=1.0.4", - "langgraph>=0.0.48", - "gpt4all>=2.2.0", # Added gpt4all - "pytest>=8.4.2", - "langchain-community>=0.4.1", - "nbformat>=5.10.4", - "matplotlib>=3.10.7", - "setuptools>=68.0", - "wheel>=0.45.1", - "pytest-mock>=3.14.0", - "isort>=5.13.2", - "mkdocs-macros-plugin>=0.7.0", - "mkdocs-gen-files>=0.5.0", - "mkdocs-include-dir-to-nav>=1.0.0", - "black>=24.3.0", - "ruff>=0.4.0", - "mkdocstrings-python>=0.24.0", - "jupyterlab-server>=2.28.0", - "matplotlib-inline>=0.2.1", - "mkdocs-material>=9.5.2", - "notebook>=7.4.7", - "openai>=2.7.1", - "pandas>=2.3.3", - "mkdocs-section-index>=0.3.1", - "pandas-stubs==2.3.2.250926", -] - -[tool.setuptools.packages.find] -where = ["."] -include = ["code_agent"] -namespaces = false - - -[project.optional-dependencies] -notebook = [ - "nbformat>=5.10.0", -] -dev = [ - "ruff>=0.4.0", - "black>=24.3.0", - "isort>=5.13.2", - "pytest>=8.2.0", - "pytest-mock>=3.14.0", -] -docs = [ - "mkdocs>=1.5.3", - "mkdocs-material>=9.5.2", - "mkdocs-macros-plugin>=0.7.0", - "mkdocstrings>=0.24.0", - "mkdocstrings-python>=0.24.0", - "mkdocs-autorefs>=0.4.1", - "mkdocs-gen-files>=0.5.0", - "mkdocs-section-index>=0.3.1", - "mkdocs-include-dir-to-nav>=1.0.0", -] - -[project.scripts] -code-agent = "code_agent.cli:main" - -[tool.black] -line-length = 79 -target-version = ["py310", "py311", "py312", "py313"] - -[tool.isort] -profile = "black" -line_length = 88 - -[tool.mypy] -python_version = 3.13 -check_untyped_defs = true -ignore_missing_imports = true - -[tool.ruff.format] -quote-style = "double" -indent-style = "space" -docstring-code-format = true -line-ending = "lf" -docstring-code-line-length = 60 - -# Like Black, respect magic trailing commas. -skip-magic-trailing-comma = false - - -[tool.ruff.lint.per-file-ignores] -"*.ipynb" = ["T20"] - -[tool.uv.workspace] -members = [ - ".", - ".", - ".", -] - -[tool.uv.sources] -code-agent = { workspace = true } - -[dependency-groups] -dev = [ - "code-agent", -] - -[tool.ruff.analyze] -detect-string-imports = true - -[tool.ruff.lint] -# Enable Pyflakes (`F`) and a subset of the pycodestyle (`E`) codes by default. -# Unlike Flake8, Ruff doesn't enable pycodestyle warnings (`W`) or -# McCabe complexity (`C901`) by default. -select = ["E", "F", "W", "C90", "I", "N", "UP"] -ignore = ["E501"] # line length is handled by black - -# Allow fix for all enabled rules (when `--fix`) is provided. -fixable = ["ALL"] -unfixable = [] - -# Allow unused variables when underscore-prefixed. -dummy-variable-rgx = "^(_+|(_+[a-zA-Z0-9_]*[a-zA-Z0-9]+?))" + +[project] +name = "code-agent" +version = "0.1.0" +description = "Local LLM-driven code assistant for project scaffolding and file operations" +readme = "README.md" +requires-python = ">=3.10" +license = "MIT" +license-files = ["LICENSE"] +authors = [{ name = "Sofia Billger Bergström" }] +classifiers = [ + "Development Status :: 3 - Alpha", + "Intended Audience :: Developers", + "Programming Language :: Python :: 3", + "Programming Language :: Python :: 3.10", + "Programming Language :: Python :: 3.11", + "Programming Language :: Python :: 3.12", + "Programming Language :: Python :: 3.13", + "Operating System :: OS Independent", +] + +[dependency-groups] +agent = [ + "chromadb>=1.3.4", + "click>=8.1.7", + "gpt4all>=2.2.0", # Added gpt4all + "langchain-chroma>=1.0.0", + "langchain-community>=0.4.1", + "langchain-core>=0.2.0", + "langchain-ollama>=0.1.0", + "langchain>=1.0.4", + "langgraph>=0.0.48", + "matplotlib-inline>=0.2.1", + "matplotlib>=3.10.7", + "openai>=2.7.1", + "pandas>=2.3.3", + "pyyaml>=6.0", + "rich>=13.5.2", + "typer>=0.9.0", +] + + +notebook = [ + "notebook>=7.4.7", + "nbformat>=5.10.0", + "jupyterlab-server>=2.28.0" + ] + +dev = [ + "black>=24.3.0", + "code-agent", + "isort>=5.13.2", + "pandas-stubs==2.3.2.250926", + "pytest-mock>=3.14.0", + "pytest>=8.2.0", + "ruff>=0.4.0", + "setuptools>=68.0", + "wheel>=0.45.1", +] +docs = [ + "mkdocs-autorefs>=0.4.1", + "mkdocs-gen-files>=0.5.0", + "mkdocs-include-dir-to-nav>=1.0.0", + "mkdocs-macros-plugin>=0.7.0", + "mkdocs-material>=9.5.2", + "mkdocs-section-index>=0.3.1", + "mkdocs>=1.5.3", + "mkdocstrings-python>=0.24.0", + "mkdocstrings>=0.24.0", +] + +[project.scripts] +code-agent = "code_agent.cli:main" + + +[build-system] +requires = ["setuptools>=68.0", "wheel"] +build-backend = "setuptools.build_meta" + + +[tool.uv.workspace] +members = [".", ".", "."] + + +# This section configures uv to use the nightly PyTorch index and allow pre-releases. +# It is the equivalent of running: +# uv pip install --pre torch torchvision torchaudio --index-url https://download.pytorch.org/whl/nightly/cu130 + +[tool.uv.extra-build-dependencies] +nvidia-pyindex = ["appdirs"] + +[tool.uv.sources] +torch = { index = "pytorch" } +torchvision = { index = "pytorch" } +cuml-cu13 = { index = "nvidia" } +cudf-cu13 = { index = "nvidia" } +cutensor-cu13 = { index = "nvidia" } +nvidia-nccl-cu13 = { index = "nvidia" } +rmm-cu13 = { index = "nvidia" } +code-agent = { workspace = true } + + +[tool.setuptools.packages.find] +where = ["."] +include = ["code_agent"] +namespaces = true + + +[tool.uv] +index-strategy = "unsafe-best-match" +prerelease = "if-necessary" # This will allow uv to install pre-release versions of packages if there are no stable versions available that satisfy the version requirements, or if the user explicitly requests a pre-release version. +default-groups = [ + "dev", + "agent", + "docs", + "notebooks" +] #v install` without specifying any groups, it will install all the optional dependencies by default. +no-build-isolation-package = ["flash-attn"] +package = true + + +[[tool.uv.index]] +url = "https://pypi.nvidia.com/" +name = "nvidia" + +[[tool.uv.index]] +name = "pytorch" +url = "https://download.pytorch.org/whl/cu130" + +[[tool.uv.index]] +url = "https://pypi.org/simple" +default = true +name = "default" + +[tool.uv.pip] +extra-index-url = [ + "https://download.pytorch.org/whl/cu130", +] # This will add the PyTorch index as an additional source for packages, which can help ensure that you have access to the latest versions of PyTorch and related packages. +index-strategy = "unsafe-best-match" + + +[tool.ruff.lint] +fixable = ["ALL"] +unfixable = [] +# Allow unused variables when underscore-prefixed. +dummy-variable-rgx = "^(_+|(_+[a-zA-Z0-9_]*[a-zA-Z0-9]+?))" +extend-fixable = [ + "I", + "B", + "E", + "W505", + "E501", + "PTH", + "E501", + "D", +] # This will allow Ruff to apply fixes for import-related issues. +ignore = [ + "E501", + "RUF100", + "BLE001", + "D401", + "TD002", + "CPY001", + "FIX002", + "ANN401", +] # This will ignore the RUF100 error to enable the noga rule for Ruff. +preview = true +future-annotations = true +extend-select = [ + "E", + "F", + "W", + "C90", + "I", + "N", + "UP", + "D", + "RUF", + "ANN", + "PD", + "W", + "E", + "F", + "NPY", + "N", + "PL", + "UP", + "C4", + "ISC", + "SIM", + "TID", + "PTH", + "A", + "FBT", + "D", +] +task-tags = ["TODO", "FIX", "BUG", "CHECK", "CONTROL"] +extend-ignore = [ + "FBT002", + "FBT001", + "PLR0913", + "D205", + "PLC0415", + "PLR0914", + "PLR0915", +] + +[tool.ruff.lint.isort] +detect-same-package = true # This will allow isort to detect when imports are from the same package and group them together. +lines-after-imports = 1 # This will ensure that there is a newline before comments in the import section. +force-sort-within-sections = true # This will force isort to sort imports within each section (standard library, third-party, and local). +section-order = [ + "future", + "standard-library", + "first-party", + "local-folder", + "third-party", +] +known-third-party = ["code_agent"] +split-on-trailing-comma = false + +[tool.isort] +dedup_headings = true +ensure_newline_before_comments = true +float_to_top = true # This will move imports that are only used in type annotations to the top of the import section. +honor_noqa = true # This will allow isort to respect `# noqa` comments that are used to ignore specific linting errors. +profile = "attrs" # This will set the isort profile to "attrs", which will configure isort to format imports in a way that is compatible with the Black code formatter. +remove_redundant_aliases = true # This will remove redundant aliases from imports (e.g., `import numpy as np` when `np` is not used in the code). +skip_glob = [ + "_build", + ".venv", + "*cache*", + "node_modules", + "dist", + "build", + ".ipynb_checkpoints", + "*support-libs", +] # This will tell isort to skip these directories when sorting imports. +sort_reexports = true # This will sort re-exports (e.g., `from . import module`) separately from regular imports,. +src_paths = ["code_agent"] + + +[tool.ruff.format] +docstring-code-format = true # This will reformat code snippets in docstrings using the same formatting rules as regular code. +line-ending = "lf" # This will ensure that all files use Unix-style line endings. +preview = true +docstring-code-line-length = "dynamic" +quote-style = "double" +indent-style = "space" +# Like Black, respect magic trailing commas. +skip-magic-trailing-comma = false + +[tool.ruff] +src = [ + "code_agent", +] # Allow imports relative to the "app", "scripts" and "utils" directories. +extend-exclude = [ + "_build", + ".venv", + "*cache*", + "node_modules", + "dist", + "build", + ".ipynb_checkpoints", + "*support-libs", +] # This will tell Ruff to exclude these directories when linting and formatting. +line-length = 80 # This will set the maximum line length to 80 characters +fix = true # This will enable Ruff's automatic fixing feature, `--fix` option. + + +[tool.ruff.lint.per-file-ignores] +"*.ipynb" = [ + "F401", + "F403", + "E501", + "T20", +] # Ignore unused imports and wildcard imports in Jupyter notebooks. +"*test*.py" = ["S101", "PLR2004", "ARG", "INP001"] +"*pyfunc*.py" = ["F401", "UP007", "UP045", "UP006", "E501"] + + +[tool.black] +target-version = ["py311", "py312", "py313", "py314"] +line-length = 80 + +[tool.ruff.analyze] +detect-string-imports = true +direction = "dependencies" + +[tool.pydocstyle] +convention = "pep257" + + +[tool.ruff.lint.pycodestyle] +ignore-overlong-task-comments = true +max-line-length = 100 + +[tool.ruff.lint.pydocstyle] +convention = "pep257" + + +[tool.ruff.lint.pylint] +max-nested-blocks = 20 +max-positional-args = 40 +max-bool-expr = 20 +max-branches = 35 +max-returns = 20 +max-statements = 100 +max-locals = 20 +max-args = 40 + +[tool.ruff.lint.flake8-import-conventions.extend-aliases] + + +[tool.docutils.parsers] +validate = true + +[tool.docutils.restructuredtext_parser] +pep_references = true +smart_qouts = true + +[tool.docstring-format-checker] +optional_style = "validate" +validate_param_types = true +allow_undefined_sections = true +require_docstrings = true +check_private = true + +[tool.codespell] +skip = "*.txt,*.rst,./**/data,./**/mlruns,**/**/*.js,*make*,**/**/*.html,*.ipynb,**/**/outputs,**/**/*.json,**/**/*.csv,./.venv,./**/*cache*,./_build,./**/.ipynb_checkpoints,./**/unsloth_complied_cache,./**/node_modules,./**/253_32098_74-pycharm-support-libs,./.*,schema/*.json,./**/dist,./**/build,./**/.*,*.lock" +quiet-level = 3 +builtin = ["clear", "rare", "informal", "usage", "code", "names"] +enable-colors = true +write-changes = true +count = true +ignore-words-list = [ + "mlflow", + "bertopic", + "ctm", + "artifacts", + "artifact", + "mlflow*", + "Jupyter", + "gr", +] + +[tool.spacy.cli] +"en-core-web-sm==3.8.0" = "@ https://github.com/explosion/spacy-models/releases/download/en_core_web_sm-3.8.0/en_core_web_sm-3.8.0-py3-none-any.whl" +# "en-core-web-trf @ https://github.com/explosion/spacy-models/releases/download/en_core_web_trf-3.8.0/en_core_web_trf-3.8.0-py3-none-any.whl" + +[tool.mypy] +disallow_any_generics = true +disallow_untyped_defs = true +enable_error_code = ["ignore-without-code", "redundant-expr", "truthy-bool"] +exclude_gitignore = true +follow_imports = "normal" +hide_error_codes = false +# mypy_path = "./stubs" +no_implicit_reexport = true +packages = ["code_agent"] +pdb = true +#plugins = "pydantic.mypy" +pretty = true +show_error_code_links = true +show_error_context = true +show_traceback = true +warn_redundant_casts = true +warn_unused_configs = true +warn_unused_ignores = true +python_executable = ".venv/bin/python" + + +[[tool.mypy.overrides]] +module = ["pylibcudf.*"] +follow_untyped_imports = true + + +[tool.pydantic-mypy] +init_typed = true +warn_required_dynamic_aliases = true +validate_by_name = true + + +[tool.zuban] +files = ["code_agent/**/*.py"] +disallow_any_generics = false +disallow_untyped_defs = false +enable_error_code = ["ignore-without-code", "redundant-expr", "truthy-bool"] +exclude_gitignore = true +follow_imports = "normal" +pretty = true +show_error_code_links = true +show_error_context = true +show_traceback = true +warn_redundant_casts = true +warn_unused_configs = true +warn_unused_ignores = true +python_executable = ".venv/bin/python" +mode = "default" + +[tool.pyrefly] +project-includes = ["code_agent/"] +search-path = ["./stubs", "code_agent/"] +python-interpreter-path = ".venv/bin/python" +project-excludes = [ + "**/.[!/.]*", + "**/tests", + "**/test*", + "**/node_modules", + "**/dist", + "**/build", + "**/.venv", + "**/.ipynb_checkpoints", + "**/_build", + "**/*cache*", + "**/support-libs", + "**/outputs", + "**/artifacts", +] +use-ignore-files = true + +check-unannotated-defs = true +infer-return-types = "checked" + + +[tool.pyrefly.errors] +redundant-condition = "error" + +[tool.pyanalyze] +missing_parameter_annotation = true +paths = ["code_agent/"] + +suggested_parameter_type = true +suggested_return_type = true +import_paths = ["code_agent/", "stubs/", ".venv/"] +#stub_path = "stubs/*.pyi" +#find-unused = true +#find-unused-attributes = true +# + + +[tool.monkeytype] + + +[tool.pytype] +# Space-separated list of files or directories to exclude. +exclude = [ + "**/__pycache__", + "**/build", + "**/dist", + ".venv", + "**/*cache*", + ".*", + "**/**/node_modules", +] +# Space-separated list of files or directories to process. +inputs = ['.'] +# Keep going past errors to analyze as many files as possible. +keep_going = false +# Run N jobs in parallel. +jobs = 4 +# All pytype output goes here. +output = '.code_quality_outputs/.pytype' +# Paths to source code directories, separated by ':'. +pythonpath = '.' +# Python version (major.minor) of the target code. +python_version = '3.12' +# Bind 'self' in methods with non-transparent decorators. +bind_decorated_methods = true +# Don't allow None to match bool. +none_is_not_bool = false +# Enable parameter count checks for overriding methods with renamed arguments. +overriding_renamed_parameter_count_checks = true +# Variables initialized as None retain their None binding. +strict_none_binding = false +# Support the third-party fiddle library. +use_fiddle_overlay = true +no_return_any = false +# Require decoration with @typing.override when overriding a method or +# nested class attribute of a parent class. +require_override_decorator = false +# Infer precise return types even for invalid function calls. +precise_return = true +# Solve unknown types to label with structural types. +protocols = true +# Only load submodules that are explicitly imported. +strict_import = false +# Enable exhaustive checking of function parameter types. +strict_parameter_checks = true +# Emit errors for comparisons between incompatible primitive +# types. +strict_primitive_comparisons = true +# Check that variables are defined in all possible code paths. +strict_undefined_checks = true +use_rewrite = false +disable = ['pyi-error'] +report_errors = true + +[tool.skylos] +complexity = 25 +nesting = 15 +max_args = 30 +max_lines = 300 +god_file_max_lines = 800 +god_file_max_definitions = 20 +god_file_max_top_level_definitions = 50 +duplicate_strings = 20 +model = "omniroute/free" +base_url = "http://localhost:20128/v1" +exclude = [ + "**/.*", + "notes", + "code_agent.egg-info", + "**/*cache*", + "build", + "aws", + "requirements.txt", + "**/*.json", + "**/node_modules", + "**/data", + ".venv", + "notes", +] +ignore = ["SKY-S101", "SKY-L021", "SKY-U005"] + +[tool.skylos.masking] +names = [] +decorators = [] +bases = [] + +[tool.skylos.dead_code] +entrypoints = [] + +[tool.skylos.vibe] +extra_phantom_names = [] +extra_phantom_decorators = [] +extra_credential_names = [] +extra_sensitive_file_keywords = [] +extra_network_timeout_calls = [] + +[tool.skylos.architecture] +strict = false +# Q802/Q803 are file-level I/A/D architecture signals by default. Set this to +# true only if those signals should block strict gates in this project. +enforce_iad = false + +[tool.skylos.whitelist] +names = [] + +[tool.skylos.whitelist.documented] + +[tool.skylos.whitelist.temporary] + +[tool.skylos.gate] +fail_on_critical = true +max_critical = 10 +max_high = 7 +max_security = 0 +max_quality = 10 +strict = false + + +# ===== DEV TIPS ===== +# The below commands is for reference and meant to be run as-is in the terminal from root of the project. +# run formatters and vis docs with sh pre-hook + +# Individual commands to run code quality checks and generate reports +# pyrefly check --remove-unused-ignores --check-unannotated-defs=true --infer-return-types=checked --use-ignore-files=true --summary=full --dependency-graph=./.code_quality_outputs/pyrefly_deps_graph.json --color=always --python-interpreter-path .venv/bin/python3 --verbose --output=.code_quality_outputs/pyrefly_report.txt + +# pyrefly stubgen --output-dir ./stubs --include-docstrings --include-private --check-unannotated-defs=true --infer-return-types=checked --use-ignore-files=true --verbose --color=always --config pyproject.toml --permissive-ignores=true + +# stubgen -p scripts -v --include-docstrings --include-private --out stubs + +# .venv/bin/sphinx-autobuild source _build + +# isort . -s .venv -s ./node_modules/ --float-to-top + +# .venv/bin/uv tool run pyanalyze --config-file pyproject.toml --find-unused --find-unused-attributes --markdown-output=.code_quality_outputs/pyanalyze_reports_0.md --verbose --enable-all --autofix + +# pyanalyze --config-file pyproject.toml --find-unused --find-unused-attributes --markdown-output=./.code_quality_outputs/pyanalyze_report.txt --run-fixer + +# flake8 code_agent --show-source --verbose --extend-exclude "_build, .venv, *cache*, node_modules, dist, build, .ipynb_checkpoints, *support-libs" --enable-extensions pycodestyle --format=pylint --max-line-length 80 --output-file "./.code_quality_outputs/flake_report.txt" --max-doc-length 100 --statistics --tee --color always --count --doctests + +# skylos code_agent --model auto-free-stack --api-base http://localhost:20128/v1 --tree --output .code_quality_outputs/skylos.md --quality --trace --format rich --llm --verbose --ai-defects --config-file pyproject.toml --exclude=.*/**,.venv/,**/**/node_modules,**/data,**/*.json,**/.* + +# skylos . -i --comment-out + +# pytype code_agent --config pyproject.toml -v 2 --use-fiddle-overlay --precise-return --protocols --overriding-renamed-parameter-count-checks --unresolved + +# pyreverse code_agent -d docs/visualizations --colorized --color-palette [#ffe4e1,#ffb6c1,#f3e5f5,#db7093,#e0b0ff,#9370db,#f8f0fe,#ba55d3,#ff7f50,#ff4500,#ffcc33,#ff9900,#fffacd,#ffcc00,#ffff99,#ffd700] -o svg + +# pyreverse code_agent -d docs/visualizations -S -A -f ALL --colorized -a 10 --color-palette [#ffe4e1,#ffb6c1,#f3e5f5,#db7093,#e0b0ff,#9370db,#f8f0fe,#ba55d3,#ff7f50,#ff4500,#ffcc33,#ff9900,#fffacd,#ffcc00,#ffff99,#ffd700] -o svg + + +# uv export --format requirements.txt --output-file requirements.txt diff --git a/pytest.ini b/pytest.ini index 355c698..cccc6ec 100644 --- a/pytest.ini +++ b/pytest.ini @@ -1,6 +1,6 @@ -[pytest] -filterwarnings = -# Typer internal deprecation about is_flag/flag_value (non-actionable in our code) - ignore::DeprecationWarning -# Ignore LangGraph deprecation message originating from LangChain internals - ignore:.*AgentStatePydantic has been moved.*:DeprecationWarning +[pytest] +filterwarnings = +# Typer internal deprecation about is_flag/flag_value (non-actionable in our code) + ignore::DeprecationWarning +# Ignore LangGraph deprecation message originating from LangChain internals + ignore:.*AgentStatePydantic has been moved.*:DeprecationWarning diff --git a/_quarto.yml b/quarto.yml similarity index 96% rename from _quarto.yml rename to quarto.yml index d4dc648..1e5c1fd 100644 --- a/_quarto.yml +++ b/quarto.yml @@ -1,116 +1,116 @@ -project: - type: website - output-dir: docs/docs_web - render: - - "docs/*.qmd" - - "docs/*.md" - - "docs/*.ipynb" - - "!docs/docs_web/*.qmd" - - "!docs/docs_web/*.md" - - "!pdf_docs/*.qmd" - - "!docs/tools/cleanup_instructions.qmd" - - "!docs/docs_backup/*.*" - - "!docs/*_backup.qmd" - - "!docs/Notes.md" -website: - title: "Code Agent" - navbar: - left: - - text: "Home" - href: docs/README.qmd - - text: "Quick Start" - href: docs/QUICKSTART.qmd - - text: "Reference" - href: docs/API.qmd - - text: "Community" - href: docs/CONTRIBUTING.qmd - right: - - icon: github - href: "https://github.com/SofiaBillBerg/code_agent" - text: "GitHub" - sidebar: - - title: "Introduction" - style: "docked" - contents: - - text: "Quick Start" - href: docs/QUICKSTART.qmd - - text: "Installation" - href: docs/INSTALLATION.qmd - - text: "Code Agent" - href: docs/CODE_AGENT.qmd - - text: "Features" - href: docs/FEATURES.qmd - - title: "Guides" - contents: - - text: "Agent Workflow" - href: docs/AGENT_WORKFLOW.qmd - - text: "Example Usage" - href: docs/USAGE.qmd - - text: "Tools" - href: docs/TOOLS.qmd - - title: "Reference" - contents: - - text: "API Reference" - href: docs/API.qmd - - text: "Files" - href: docs/FILES.qmd - - text: "Configuration" - href: docs/CONFIGURATION.qmd - - text: "Roadmap" - href: docs/ROADMAP.qmd - - title: "Community" - contents: - - text: "Contributing" - href: docs/CONTRIBUTING.qmd - - text: "News & Changelog" - href: docs/CHANGELOG.qmd - - text: "FAQ & Troubleshooting" - href: docs/FAQ.qmd - -format: - html: - theme: - - docs/styles/custom.css - css: - - docs/styles/quartz-contrast.css - - docs/styles/dt-wrap.css - highlight-style: pygments - toc: true - toc-depth: 3 - code-fold: true - code-tools: true - code-overflow: wrap - code-annotations: select - code-copy: true - toc-title: "On this page" - lightbox: true - citations-hover: true - self-contained: true - code-summary: "Show/Hide Code" - date: "2025-11-02" - date-format: "iso" - code-links: true - author: "Sofia Billger Bergström" - date-modified: last-modified - embed-resources: true - fig-cap-location: bottom - tbl-cap-location: top - subtitle: "Documentation for The code_agent - an interactive, locally maintained LLM-powered assistant" - description: "The code_agent is a local, LLM‑driven code assistant that can scaffold projects, edit files, generate tests, and produce documentation. It is built on top of LangChain and uses a local Ollama instance as the LLM backend." - - pdf: - latex-output-dir: pdf_docs - pdf-engine: lualatex - toc: true - number-sections: true - colorlinks: true -fig-env: figure -cache: true -includesource: true -wrap: auto -touch: true -search: false -fig-responsive: true -resources: - - docs/ - - LICENSE +project: + type: website + output-dir: docs/docs_web + render: + - "docs/*.qmd" + - "docs/*.md" + - "docs/*.ipynb" + - "!docs/docs_web/*.qmd" + - "!docs/docs_web/*.md" + - "!pdf_docs/*.qmd" + - "!docs/tools/cleanup_instructions.qmd" + - "!docs/docs_backup/*.*" + - "!docs/*_backup.qmd" + - "!docs/Notes.md" +website: + title: "Code Agent" + navbar: + left: + - text: "Home" + href: docs/README.qmd + - text: "Quick Start" + href: docs/QUICKSTART.qmd + - text: "Reference" + href: docs/API.qmd + - text: "Community" + href: docs/CONTRIBUTING.qmd + right: + - icon: github + href: "https://github.com/SofiaBillBerg/code_agent" + text: "GitHub" + sidebar: + - title: "Introduction" + style: "docked" + contents: + - text: "Quick Start" + href: docs/QUICKSTART.qmd + - text: "Installation" + href: docs/INSTALLATION.qmd + - text: "Code Agent" + href: docs/CODE_AGENT.qmd + - text: "Features" + href: docs/FEATURES.qmd + - title: "Guides" + contents: + - text: "Agent Workflow" + href: docs/AGENT_WORKFLOW.qmd + - text: "Example Usage" + href: docs/USAGE.qmd + - text: "Tools" + href: docs/TOOLS.qmd + - title: "Reference" + contents: + - text: "API Reference" + href: docs/API.qmd + - text: "Files" + href: docs/FILES.qmd + - text: "Configuration" + href: docs/CONFIGURATION.qmd + - text: "Roadmap" + href: docs/ROADMAP.qmd + - title: "Community" + contents: + - text: "Contributing" + href: docs/CONTRIBUTING.qmd + - text: "News & Changelog" + href: docs/CHANGELOG.qmd + - text: "FAQ & Troubleshooting" + href: docs/FAQ.qmd + +format: + html: + theme: + - docs/styles/custom.css + css: + - docs/styles/quartz-contrast.css + - docs/styles/dt-wrap.css + highlight-style: pygments + toc: true + toc-depth: 3 + code-fold: true + code-tools: true + code-overflow: wrap + code-annotations: select + code-copy: true + toc-title: "On this page" + lightbox: true + citations-hover: true + self-contained: true + code-summary: "Show/Hide Code" + date: "2025-11-02" + date-format: "iso" + code-links: true + author: "Sofia Billger Bergström" + date-modified: last-modified + embed-resources: true + fig-cap-location: bottom + tbl-cap-location: top + subtitle: "Documentation for The code_agent - an interactive, locally maintained LLM-powered assistant" + description: "The code_agent is a local, LLM‑driven code assistant that can scaffold projects, edit files, generate tests, and produce documentation. It is built on top of LangChain and uses a local Ollama instance as the LLM backend." + + pdf: + latex-output-dir: pdf_docs + pdf-engine: lualatex + toc: true + number-sections: true + colorlinks: true +fig-env: figure +cache: true +includesource: true +wrap: auto +touch: true +search: false +fig-responsive: true +resources: + - docs/ + - LICENSE diff --git a/renv.lock b/renv.lock index 552c92b..7764a4f 100644 --- a/renv.lock +++ b/renv.lock @@ -1,67 +1,67 @@ -{ - "R": { - "Version": "4.5.2", - "Repositories": [ - { - "Name": "CRAN", - "URL": "https://cloud.r-project.org" - } - ] - }, - "Packages": { - "renv": { - "Package": "renv", - "Version": "1.1.5", - "Source": "Repository", - "Type": "Package", - "Title": "Project Environments", - "Authors@R": "c( person(\"Kevin\", \"Ushey\", role = c(\"aut\", \"cre\"), email = \"kevin@rstudio.com\", comment = c(ORCID = \"0000-0003-2880-7407\")), person(\"Hadley\", \"Wickham\", role = c(\"aut\"), email = \"hadley@rstudio.com\", comment = c(ORCID = \"0000-0003-4757-117X\")), person(\"Posit Software, PBC\", role = c(\"cph\", \"fnd\")) )", - "Description": "A dependency management toolkit for R. Using 'renv', you can create and manage project-local R libraries, save the state of these libraries to a 'lockfile', and later restore your library as required. Together, these tools can help make your projects more isolated, portable, and reproducible.", - "License": "MIT + file LICENSE", - "URL": "https://rstudio.github.io/renv/, https://github.com/rstudio/renv", - "BugReports": "https://github.com/rstudio/renv/issues", - "Imports": [ - "utils" - ], - "Suggests": [ - "BiocManager", - "cli", - "compiler", - "covr", - "cpp11", - "devtools", - "generics", - "gitcreds", - "jsonlite", - "jsonvalidate", - "knitr", - "miniUI", - "modules", - "packrat", - "pak", - "R6", - "remotes", - "reticulate", - "rmarkdown", - "rstudioapi", - "shiny", - "testthat", - "uuid", - "waldo", - "yaml", - "webfakes" - ], - "Encoding": "UTF-8", - "RoxygenNote": "7.3.2", - "VignetteBuilder": "knitr", - "Config/Needs/website": "tidyverse/tidytemplate", - "Config/testthat/edition": "3", - "Config/testthat/parallel": "true", - "Config/testthat/start-first": "bioconductor,python,install,restore,snapshot,retrieve,remotes", - "NeedsCompilation": "no", - "Author": "Kevin Ushey [aut, cre] (ORCID: ), Hadley Wickham [aut] (ORCID: ), Posit Software, PBC [cph, fnd]", - "Maintainer": "Kevin Ushey ", - "Repository": "CRAN" - } - } -} +{ + "R": { + "Version": "4.5.2", + "Repositories": [ + { + "Name": "CRAN", + "URL": "https://cloud.r-project.org" + } + ] + }, + "Packages": { + "renv": { + "Package": "renv", + "Version": "1.1.5", + "Source": "Repository", + "Type": "Package", + "Title": "Project Environments", + "Authors@R": "c( person(\"Kevin\", \"Ushey\", role = c(\"aut\", \"cre\"), email = \"kevin@rstudio.com\", comment = c(ORCID = \"0000-0003-2880-7407\")), person(\"Hadley\", \"Wickham\", role = c(\"aut\"), email = \"hadley@rstudio.com\", comment = c(ORCID = \"0000-0003-4757-117X\")), person(\"Posit Software, PBC\", role = c(\"cph\", \"fnd\")) )", + "Description": "A dependency management toolkit for R. Using 'renv', you can create and manage project-local R libraries, save the state of these libraries to a 'lockfile', and later restore your library as required. Together, these tools can help make your projects more isolated, portable, and reproducible.", + "License": "MIT + file LICENSE", + "URL": "https://rstudio.github.io/renv/, https://github.com/rstudio/renv", + "BugReports": "https://github.com/rstudio/renv/issues", + "Imports": [ + "utils" + ], + "Suggests": [ + "BiocManager", + "cli", + "compiler", + "covr", + "cpp11", + "devtools", + "generics", + "gitcreds", + "jsonlite", + "jsonvalidate", + "knitr", + "miniUI", + "modules", + "packrat", + "pak", + "R6", + "remotes", + "reticulate", + "rmarkdown", + "rstudioapi", + "shiny", + "testthat", + "uuid", + "waldo", + "yaml", + "webfakes" + ], + "Encoding": "UTF-8", + "RoxygenNote": "7.3.2", + "VignetteBuilder": "knitr", + "Config/Needs/website": "tidyverse/tidytemplate", + "Config/testthat/edition": "3", + "Config/testthat/parallel": "true", + "Config/testthat/start-first": "bioconductor,python,install,restore,snapshot,retrieve,remotes", + "NeedsCompilation": "no", + "Author": "Kevin Ushey [aut, cre] (ORCID: ), Hadley Wickham [aut] (ORCID: ), Posit Software, PBC [cph, fnd]", + "Maintainer": "Kevin Ushey ", + "Repository": "CRAN" + } + } +} diff --git a/requirements-dev.txt b/requirements-dev.txt index fa145fa..240fd9b 100644 --- a/requirements-dev.txt +++ b/requirements-dev.txt @@ -1,3 +1,3 @@ -nbformat -pytest -uv +nbformat +pytest +uv diff --git a/requirements.txt b/requirements.txt index 74fe288..f1fff84 100644 --- a/requirements.txt +++ b/requirements.txt @@ -1,23 +1,23 @@ -chromadb -jupyterlab-server -langchain -langchain-chroma -langchain-core -langchain-ollama -langchain_community -langgraph -matplotlib-inline -mkdocs -mkdocs-material -mkdocstrings[python] -nbformat -notebook -numpy -ollama -openai -pandas -pygments -pytest -python-dotenv -six -tqdm +chromadb +jupyterlab-server +langchain +langchain-chroma +langchain-core +langchain-ollama +langchain_community +langgraph +matplotlib-inline +mkdocs +mkdocs-material +mkdocstrings[python] +nbformat +notebook +numpy +ollama +openai +pandas +pygments +pytest +python-dotenv +six +tqdm diff --git a/tests/test_code_agent.py b/tests/test_code_agent.py index cfd9a90..61092b7 100644 --- a/tests/test_code_agent.py +++ b/tests/test_code_agent.py @@ -13,10 +13,12 @@ from __future__ import annotations import json + from pathlib import Path from typing import Any import pytest + from langchain_core.language_models import BaseChatModel from langchain_core.messages import AIMessage, BaseMessage, HumanMessage from langchain_core.outputs import ChatGeneration, ChatResult @@ -26,7 +28,13 @@ from code_agent.agents.base_agent import build_agent from code_agent.cli import app as cli_app -from code_agent.core import (append_file, create_file, create_from_template, create_project_scaffold, py_to_ipynb, ) +from code_agent.core import ( + append_file, + create_file, + create_from_template, + create_project_scaffold, + py_to_ipynb, +) from code_agent.file_generator import write_file from code_agent.main import load_config @@ -44,7 +52,7 @@ def runner() -> CliRunner: def test_write_and_read(tmp_path: Path) -> None: p = tmp_path / "hello.txt" write_file(p, "Hello, world!") - assert p.read_text(encoding = "utf-8") == "Hello, world!" + assert p.read_text(encoding="utf-8") == "Hello, world!" def test_create_file_overwrite(tmp_path: Path) -> None: @@ -53,7 +61,7 @@ def test_create_file_overwrite(tmp_path: Path) -> None: with pytest.raises(Exception): create_file(p, "b = 2") # overwrite=True should succeed - create_file(p, "b = 2", overwrite = True) + create_file(p, "b = 2", overwrite=True) assert p.read_text() == "b = 2" @@ -68,7 +76,7 @@ def test_create_from_template(tmp_path: Path) -> None: template = tmp_path / "template.txt" template.write_text("Hello, {name}!") dest = tmp_path / "dest.txt" - create_from_template(template, dest, replace_vars = {"name": "Alice"}) + create_from_template(template, dest, replace_vars={"name": "Alice"}) assert dest.read_text() == "Hello, Alice!" @@ -97,8 +105,8 @@ def test_create_project_scaffold(tmp_path: Path) -> None: def test_cli_create(runner: CliRunner, tmp_path: Path) -> None: file_path = tmp_path / "new.txt" result = runner.invoke( - cli_app, ["create", str(file_path), "--content", "Hello"] - ) + cli_app, ["create", str(file_path), "--content", "Hello"] + ) assert result.exit_code == 0 assert file_path.read_text() == "Hello" @@ -107,16 +115,16 @@ def test_cli_append(runner: CliRunner, tmp_path: Path) -> None: file_path = tmp_path / "out.txt" write_file(file_path, "first\n") result = runner.invoke( - cli_app, ["append", str(file_path), "--content", "second\n"] - ) + cli_app, ["append", str(file_path), "--content", "second\n"] + ) assert result.exit_code == 0 assert file_path.read_text() == "first\nsecond\n" def test_cli_scaffold(runner: CliRunner, tmp_path: Path) -> None: result = runner.invoke( - cli_app, ["scaffold", str(tmp_path), "--name", "demo"] - ) + cli_app, ["scaffold", str(tmp_path), "--name", "demo"] + ) assert result.exit_code == 0 assert (tmp_path / "src" / "demo").exists() assert (tmp_path / "tests").exists() @@ -142,9 +150,7 @@ def test_cli_docs(runner: CliRunner, tmp_path: Path) -> None: (output_dir / "README.qmd").write_text("Test content") # Run the command - result = runner.invoke( - cli_app, ["docs", f"--output-dir={str(output_dir)}"] - ) + result = runner.invoke(cli_app, ["docs", f"--output-dir={str(output_dir)}"]) # Check results assert result.exit_code == 0 @@ -160,16 +166,20 @@ def test_cli_docs(runner: CliRunner, tmp_path: Path) -> None: class DummyLLM(BaseChatModel): def _generate( - self, messages: list[BaseMessage], stop: list[str] | None = None, **kwargs: Any, ) -> ChatResult: + self, + messages: list[BaseMessage], + stop: list[str] | None = None, + **kwargs: Any, + ) -> ChatResult: return ChatResult( - generations = [ChatGeneration( - message = AIMessage(content = "Hello from DummyLLM") - )] - ) + generations=[ + ChatGeneration(message=AIMessage(content="Hello from DummyLLM")) + ] + ) def bind_tools( - self, tools: list[BaseTool], **kwargs: Any - ) -> Runnable[Any, BaseMessage]: + self, tools: list[BaseTool], **kwargs: Any + ) -> Runnable[Any, BaseMessage]: return self @property @@ -182,15 +192,13 @@ def test_build_agent_returns_runnable(tmp_path: Path) -> None: dummy_llm_instance = DummyLLM() # No tools needed for this basic test agent_runnable = build_agent(dummy_llm_instance, []) - assert isinstance( - agent_runnable, Runnable - ), "build_agent should return a Runnable" + assert isinstance(agent_runnable, Runnable), ( + "build_agent should return a Runnable" + ) assert agent_runnable is not None, "Agent Runnable should not be None" # Test a basic invocation - result = agent_runnable.invoke( - {"messages": [HumanMessage(content = "test")]} - ) + result = agent_runnable.invoke({"messages": [HumanMessage(content="test")]}) final_message = result["messages"][-1] assert isinstance(final_message, AIMessage) assert final_message.content == "Hello from DummyLLM" diff --git a/tests/test_code_agent_core.py b/tests/test_code_agent_core.py index 71ecfa4..c7e0f24 100644 --- a/tests/test_code_agent_core.py +++ b/tests/test_code_agent_core.py @@ -3,10 +3,12 @@ """ import textwrap + from pathlib import Path from typing import Any import pytest + from langchain_core.language_models import BaseChatModel from langchain_core.messages import AIMessage, BaseMessage from langchain_core.outputs import ChatGeneration, ChatResult @@ -25,16 +27,22 @@ def dummy_llm() -> BaseChatModel: class DummyLLM(BaseChatModel): def _generate( - self, messages: list[BaseMessage], stop: list[str] | None = None, **kwargs: Any, ) -> ChatResult: + self, + messages: list[BaseMessage], + stop: list[str] | None = None, + **kwargs: Any, + ) -> ChatResult: return ChatResult( - generations = [ChatGeneration( - message = AIMessage(content = "Hello from DummyLLM") - )] + generations=[ + ChatGeneration( + message=AIMessage(content="Hello from DummyLLM") ) + ] + ) def bind_tools( - self, tools: list[BaseTool], **kwargs: Any - ) -> Runnable[Any, BaseMessage]: + self, tools: list[BaseTool], **kwargs: Any + ) -> Runnable[Any, BaseMessage]: return self @property @@ -46,10 +54,10 @@ def _llm_type(self) -> str: def test_create_and_append(tmp_path: Path, dummy_llm: BaseChatModel) -> None: # We need to create an agent to get the root_dir for tools - tools = create_default_tools(root_dir = str(tmp_path), llm = dummy_llm) + tools = create_default_tools(root_dir=str(tmp_path), llm=dummy_llm) build_agent( - llm = dummy_llm, tools = tools - ) # Agent is not directly used here, but its creation sets up the context + llm=dummy_llm, tools=tools + ) # Agent is not directly used here, but its creation sets up the context # Test creating a file file_path = tmp_path / "hello.md" @@ -60,15 +68,15 @@ def test_create_and_append(tmp_path: Path, dummy_llm: BaseChatModel) -> None: append_file(file_path, "\nMore") # Verify content - content = file_path.read_text(encoding = "utf-8") + content = file_path.read_text(encoding="utf-8") assert "# Hi" in content assert "More" in content def test_templates_and_nb(tmp_path: Path, dummy_llm: BaseChatModel) -> None: # Agent creation to ensure context is set up - tools = create_default_tools(root_dir = str(tmp_path), llm = dummy_llm) - build_agent(llm = dummy_llm, tools = tools) + tools = create_default_tools(root_dir=str(tmp_path), llm=dummy_llm) + build_agent(llm=dummy_llm, tools=tools) # Test template creation template_path = tmp_path / "template.txt" @@ -76,8 +84,8 @@ def test_templates_and_nb(tmp_path: Path, dummy_llm: BaseChatModel) -> None: output_path = tmp_path / "output.md" result_path = create_from_template( - template_path, output_path, replace_vars = {"title": "Test Title"} - ) + template_path, output_path, replace_vars={"title": "Test Title"} + ) assert result_path.exists() # Test Python to notebook conversion @@ -106,11 +114,11 @@ def test_convert_py_to_nb(tmp_path: Path) -> None: """The notebook should contain the original code as a code cell.""" script_path = tmp_path / "script.py" script = textwrap.dedent( - """ + """ def greet(): return "hello" """ - ) + ) script_path.write_text(script) notebook_path = py_to_ipynb(script_path, tmp_path / "greet.ipynb") assert notebook_path.exists() @@ -123,7 +131,7 @@ def greet(): def test_generate_docs_no_llm(tmp_path: Path) -> None: """The docs generator should create a minimal output folder.""" output_dir = tmp_path / "docs" - docs = generate_quarto_docs(output_dir = output_dir, use_llm = False) + docs = generate_quarto_docs(output_dir=output_dir, use_llm=False) assert output_dir.exists(), "Docs output directory should exist" # Basic check: a README.qmd file is produced assert len(docs) > 0 diff --git a/tests/test_file_generator.py b/tests/test_file_generator.py index 5afbe79..85bf14f 100644 --- a/tests/test_file_generator.py +++ b/tests/test_file_generator.py @@ -19,14 +19,14 @@ def tmp_file(tmp_path: Path) -> Path: def test_write_text_file(tmp_file: Path) -> None: """Writing a simple text file should succeed and contain the same content.""" - write_file(content = "content", target = tmp_file) + write_file(content="content", target=tmp_file) assert tmp_file.read_text() == "content" def test_write_text_file_overwrite(tmp_file: Path) -> None: """Overwriting an existing file should replace its contents.""" - write_file(content = "first", target = tmp_file) - write_file(content = "second", target = tmp_file, mode = "w") + write_file(content="first", target=tmp_file) + write_file(content="second", target=tmp_file, mode="w") assert tmp_file.read_text() == "second" diff --git a/tests/test_generate_test_tool.py b/tests/test_generate_test_tool.py index 4150d94..8ceffd7 100644 --- a/tests/test_generate_test_tool.py +++ b/tests/test_generate_test_tool.py @@ -9,6 +9,7 @@ """ import textwrap + from pathlib import Path import pytest @@ -22,22 +23,24 @@ def sample_py(tmp_path: Path) -> Path: """Create a tiny Python module that can be used as input.""" file = tmp_path / "sample.py" file.write_text( - textwrap.dedent( - """ + textwrap.dedent( + """ def add(a, b): return a + b """ - ) - ) + ) + ) return file def test_generate_test_tool_executes(sample_py: Path) -> None: """Running the tool should create a tests/ directory with a test module.""" - tool = GenerateTestTool(root_dir = sample_py.parent) + tool = GenerateTestTool(root_dir=sample_py.parent) # The tool returns a string confirming the test file was created. result, _ = tool._run(str(sample_py)) # _run returns a tuple - assert ("Generated test scaffold" in result), "Tool should confirm test file creation" + assert "Generated test scaffold" in result, ( + "Tool should confirm test file creation" + ) # Verify that the tests folder exists tests_dir = sample_py.parent / "tests" @@ -55,6 +58,6 @@ def test_generate_test_tool_invalid_file(tmp_path: Path) -> None: """Providing a non‑Python file should raise an error.""" non_py = tmp_path / "not_py.txt" non_py.write_text("just text") - tool = GenerateTestTool(root_dir = tmp_path) - with pytest.raises(ValueError, match = "is not a Python file"): + tool = GenerateTestTool(root_dir=tmp_path) + with pytest.raises(ValueError, match="is not a Python file"): tool._run(str(non_py)) diff --git a/tests/test_graph.py b/tests/test_graph.py index 6686602..adc4a0a 100644 --- a/tests/test_graph.py +++ b/tests/test_graph.py @@ -20,7 +20,14 @@ from unittest.mock import MagicMock import pytest -from langchain_core.messages import (AIMessage, BaseMessage, HumanMessage, ToolCall, ToolMessage, ) + +from langchain_core.messages import ( + AIMessage, + BaseMessage, + HumanMessage, + ToolCall, + ToolMessage, +) from langchain_core.tools import tool # Import the graph builder and the factory helper that creates an agent @@ -49,12 +56,14 @@ def _invoke(messages: list[BaseMessage]) -> BaseMessage: prompt = messages[-1].content if "tool" in prompt.lower(): return AIMessage( - content = "", tool_calls = [ToolCall(name = "dummy", args = {}, id = "1")], ) - return AIMessage(content = "Hello, world!") + content="", + tool_calls=[ToolCall(name="dummy", args={}, id="1")], + ) + return AIMessage(content="Hello, world!") mock.invoke.side_effect = _invoke # Add the bind_tools method to the mock - mock.bind_tools = MagicMock(return_value = mock) + mock.bind_tools = MagicMock(return_value=mock) return mock @@ -73,7 +82,7 @@ def dummy() -> str: @pytest.fixture def agent_graph(mock_llm, dummy_tool) -> Any: """Create a CodeAgent wired with the mock LLM and an in‑memory store.""" - return build_graph(llm = mock_llm, tools = [dummy_tool]) + return build_graph(llm=mock_llm, tools=[dummy_tool]) # --------------------------------------------------------------------------- @@ -84,11 +93,13 @@ def agent_graph(mock_llm, dummy_tool) -> Any: def test_action_node_generates_tool_message(agent_graph): """The action node should call the tool and return a ``ToolMessage``.""" # type: ignore[arg-type] - state = {"messages": [HumanMessage(content = "Please call a tool")]} + state = {"messages": [HumanMessage(content="Please call a tool")]} final_state = agent_graph.invoke(state) - tool_msgs = [m for m in final_state["messages"] if isinstance(m, ToolMessage)] + tool_msgs = [ + m for m in final_state["messages"] if isinstance(m, ToolMessage) + ] assert len(tool_msgs) == 1, "Expected one ToolMessage in the final state" # Verify that the tool call was made correctly. @@ -98,7 +109,7 @@ def test_action_node_generates_tool_message(agent_graph): def test_action_node_returns_normal_ai_message(agent_graph): """If the LLM does not request a tool, the graph should return a normal AIMessage.""" - state = {"messages": [HumanMessage(content = "Say hello")]} + state = {"messages": [HumanMessage(content="Say hello")]} final_state = agent_graph.invoke(state) @@ -111,8 +122,8 @@ def test_action_node_returns_normal_ai_message(agent_graph): def test_graph_handles_llm_error(mock_llm, dummy_tool): """If the LLM raises an exception, the graph should propagate it.""" mock_llm.invoke.side_effect = RuntimeError("LLM failure") - graph = build_graph(llm = mock_llm, tools = [dummy_tool]) - state = {"messages": [HumanMessage(content = "Trigger an error")]} + graph = build_graph(llm=mock_llm, tools=[dummy_tool]) + state = {"messages": [HumanMessage(content="Trigger an error")]} - with pytest.raises(RuntimeError, match = "LLM failure"): + with pytest.raises(RuntimeError, match="LLM failure"): graph.invoke(state) diff --git a/tests/test_preview.py b/tests/test_preview.py index c05c22c..10408df 100644 --- a/tests/test_preview.py +++ b/tests/test_preview.py @@ -11,6 +11,7 @@ from typing import Any import pytest + from langchain_core.language_models import BaseChatModel from langchain_core.messages import AIMessage, BaseMessage, HumanMessage from langchain_core.outputs import ChatGeneration, ChatResult @@ -37,17 +38,24 @@ def tmp_file(tmp_path: Path) -> Path: # Tests for ``write_file`` # --------------------------------------------------------------------------- # @pytest.mark.parametrize( - ("content", "expected"), [("hello world", "hello world"), ("", ""), # empty string - ("\n\n", "\n\n"), # newlines only - ], ids = ["normal", "empty", "newlines"], ) + ("content", "expected"), + [ + ("hello world", "hello world"), + ("", ""), # empty string + ("\n\n", "\n\n"), # newlines only + ], + ids=["normal", "empty", "newlines"], +) def test_write_file_basic(tmp_file: Path, content: str, expected: str) -> None: """Verify that ``write_file`` creates a file containing *content*.""" for path_variant in (str(tmp_file), tmp_file): write_file(path_variant, content) assert tmp_file.exists(), f"File {tmp_file} should exist after writing" - assert (tmp_file.read_text() == expected), f"File {tmp_file} should contain the expected content" + assert tmp_file.read_text() == expected, ( + f"File {tmp_file} should contain the expected content" + ) # Clean up for the next iteration. - tmp_file.unlink(missing_ok = True) + tmp_file.unlink(missing_ok=True) def test_write_file_overwrites(tmp_path: Path) -> None: @@ -60,7 +68,7 @@ def test_write_file_overwrites(tmp_path: Path) -> None: def test_write_file_to_directory(tmp_path: Path) -> None: """Attempting to write to a directory should raise an OSError.""" - with pytest.raises(CodeAgentError, match = "Cannot write to a directory"): + with pytest.raises(CodeAgentError, match="Cannot write to a directory"): write_file(tmp_path, "content") @@ -80,16 +88,22 @@ def dummy_llm() -> BaseChatModel: class DummyLLM(BaseChatModel): def _generate( - self, messages: list[BaseMessage], stop: list[str] | None = None, **kwargs: Any, ) -> ChatResult: + self, + messages: list[BaseMessage], + stop: list[str] | None = None, + **kwargs: Any, + ) -> ChatResult: return ChatResult( - generations = [ChatGeneration( - message = AIMessage(content = "Hello from DummyLLM") - )] + generations=[ + ChatGeneration( + message=AIMessage(content="Hello from DummyLLM") ) + ] + ) def bind_tools( - self, tools: list[BaseTool], **kwargs: Any - ) -> Runnable[Any, BaseMessage]: + self, tools: list[BaseTool], **kwargs: Any + ) -> Runnable[Any, BaseMessage]: return self @property @@ -100,16 +114,16 @@ def _llm_type(self) -> str: def test_build_agent_returns_runnable( - tmp_path: Path, dummy_llm: BaseChatModel - ) -> None: + tmp_path: Path, dummy_llm: BaseChatModel +) -> None: """Creating an agent with a valid path should return a LangChain Runnable.""" # We need to load config and create tools to pass to build_agent - tools = create_default_tools(root_dir = str(tmp_path), llm = dummy_llm) + tools = create_default_tools(root_dir=str(tmp_path), llm=dummy_llm) - agent_runnable = build_agent(llm = dummy_llm, tools = tools) - assert isinstance( - agent_runnable, Runnable - ), "build_agent should return a Runnable" + agent_runnable = build_agent(llm=dummy_llm, tools=tools) + assert isinstance(agent_runnable, Runnable), ( + "build_agent should return a Runnable" + ) assert agent_runnable is not None, "Agent Runnable should not be None" @@ -122,16 +136,16 @@ def test_build_agent_with_invalid_config(tmp_path: Path) -> None: llm = create_llm(invalid_cfg) # build_agent should still return a Runnable, even with a fallback LLM - tools = create_default_tools(root_dir = str(tmp_path), llm = llm) - agent_runnable = build_agent(llm = llm, tools = tools) - assert isinstance( - agent_runnable, Runnable - ), "build_agent should return a Runnable even with fallback LLM" + tools = create_default_tools(root_dir=str(tmp_path), llm=llm) + agent_runnable = build_agent(llm=llm, tools=tools) + assert isinstance(agent_runnable, Runnable), ( + "build_agent should return a Runnable even with fallback LLM" + ) # Test invocation to ensure it returns the error message - response = agent_runnable.invoke( - {"messages": [HumanMessage(content = "test")]} - ) + response = agent_runnable.invoke({ + "messages": [HumanMessage(content="test")] + }) final_message = response["messages"][-1] assert isinstance(final_message, AIMessage) assert "LLM unavailable" in final_message.content @@ -141,8 +155,8 @@ def test_build_agent_with_invalid_config(tmp_path: Path) -> None: # Additional sanity checks # --------------------------------------------------------------------------- # def test_write_file_and_agent_integration( - tmp_path: Path, dummy_llm: BaseChatModel - ) -> None: + tmp_path: Path, dummy_llm: BaseChatModel +) -> None: """A quick integration test: write a file, then create an agent that uses it. Ensures that the agent can be instantiated after a file operation succeeds. @@ -150,10 +164,10 @@ def test_write_file_and_agent_integration( file_path = tmp_path / "data.txt" write_file(file_path, "agent data") - tools = create_default_tools(root_dir = str(tmp_path), llm = dummy_llm) - agent_runnable = build_agent(llm = dummy_llm, tools = tools) + tools = create_default_tools(root_dir=str(tmp_path), llm=dummy_llm) + agent_runnable = build_agent(llm=dummy_llm, tools=tools) - assert isinstance( - agent_runnable, Runnable - ), "build_agent should return a Runnable" + assert isinstance(agent_runnable, Runnable), ( + "build_agent should return a Runnable" + ) assert agent_runnable is not None, "Agent Runnable should not be None" diff --git a/tests/test_scaffold.py b/tests/test_scaffold.py index 649c17c..0bde871 100644 --- a/tests/test_scaffold.py +++ b/tests/test_scaffold.py @@ -35,14 +35,28 @@ def scaffold_root(tmp_path: Path) -> Path: def _assert_expected_files(root: Path, project_name: str) -> None: """Assert that *root* contains the expected scaffold files and directories.""" - expected_dirs = ["docs", "docs/styles", f"src/{project_name}", "tests", ".github/workflows", ] - - expected_files = ["README.qmd", "requirements.txt", "docs/index.qmd", "tests/test_smoke.py", - f"src/{project_name}/__init__.py", ".github/workflows/ci.yml", ] + expected_dirs = [ + "docs", + "docs/styles", + f"src/{project_name}", + "tests", + ".github/workflows", + ] + + expected_files = [ + "README.qmd", + "requirements.txt", + "docs/index.qmd", + "tests/test_smoke.py", + f"src/{project_name}/__init__.py", + ".github/workflows/ci.yml", + ] for dir_path in expected_dirs: full_path = root / dir_path - assert (full_path.is_dir()), f"Expected directory {dir_path} to be created" + assert full_path.is_dir(), ( + f"Expected directory {dir_path} to be created" + ) for file_path in expected_files: full_path = root / file_path @@ -61,8 +75,8 @@ def test_create_project_scaffold_overwrite(scaffold_root: Path) -> None: # Act: create the scaffold with the overwrite flag. project_name = "my_project" root_str = create_project_scaffold( - str(scaffold_root), project_name = project_name, overwrite = True - ) + str(scaffold_root), project_name=project_name, overwrite=True + ) root = Path(root_str) # Assert: the root is returned as a Path and exists. @@ -70,7 +84,9 @@ def test_create_project_scaffold_overwrite(scaffold_root: Path) -> None: assert root.exists() and root.is_dir(), "Root directory should exist" # The README should contain the new content. - assert ("Generated scaffold" in readme_path.read_text()), "README.qmd content did not match the expected value" + assert "Generated scaffold" in readme_path.read_text(), ( + "README.qmd content did not match the expected value" + ) # All the default scaffold files should still be present. _assert_expected_files(root, project_name) @@ -86,8 +102,8 @@ def test_create_project_scaffold_no_overwrite(scaffold_root: Path) -> None: project_name = "my_project" with pytest.raises(FileExistsError): create_project_scaffold( - str(scaffold_root), project_name = project_name, overwrite = False - ) + str(scaffold_root), project_name=project_name, overwrite=False + ) def test_create_project_scaffold_success(scaffold_root: Path) -> None: @@ -98,8 +114,8 @@ def test_create_project_scaffold_success(scaffold_root: Path) -> None: """ project_name = "my_project" root_str = create_project_scaffold( - str(scaffold_root), project_name = project_name - ) + str(scaffold_root), project_name=project_name + ) root = Path(root_str) assert isinstance(root, Path), "Returned root should be a pathlib.Path" assert root.exists() and root.is_dir(), "Root directory should exist" @@ -119,8 +135,9 @@ def test_create_project_scaffold_invalid_root(scaffold_root: Path) -> None: with pytest.raises(CodeAgentError): create_project_scaffold( - str(file_as_root), project_name = "my_project", overwrite = True - ) + str(file_as_root), project_name="my_project", 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MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Run 'pre-push' to automatically run format and lint check with 'project_management/run_formatters.sh' - write results to ‘.code_quality_outputs’ (where analysis have been performed, else edit in-place)., and generate class diagrams automatically for each class in ‘code_agent’. Write to ‘docs/visualization’ --- pre-push | 59 +++++++++ {scripts => project_management}/build_docs.sh | 34 ++--- project_management/run_formatters.sh | 80 ++++++++++++ project_management/run_vis.sh | 99 +++++++++++++++ .../structure_tools/archive_candidates.ps1 | 82 ++++++------ .../structure_tools/cleanup_scan.py | 119 ++++++++++++------ .../structure_tools/filter_cleanup_report.py | 23 ++-- .../generate_archive_candidates.ps1 | 82 ++++++------ 8 files changed, 431 insertions(+), 147 deletions(-) create mode 100644 pre-push rename {scripts => project_management}/build_docs.sh (96%) create mode 100644 project_management/run_formatters.sh create mode 100644 project_management/run_vis.sh rename {scripts => project_management}/structure_tools/archive_candidates.ps1 (97%) rename {scripts => project_management}/structure_tools/cleanup_scan.py (78%) rename {scripts => project_management}/structure_tools/filter_cleanup_report.py (75%) rename {scripts => project_management}/structure_tools/generate_archive_candidates.ps1 (97%) diff --git a/pre-push b/pre-push new file mode 100644 index 0000000..4468a94 --- /dev/null +++ b/pre-push @@ -0,0 +1,59 @@ +#!/usr/bin/env bash + +# Pre-hook: runs all checks in graceful mode and shows aggregate summary. +# Each sub-script exits 0 even on failures, so we collect results and decide at the end. + +echo "Local CI: Running code quality checks before pushing..." +echo "" + +# Run formatters (exits 0 even on failures) +./project_management/run_formatters.sh +FORMATTERS_EXIT=$? + +# Run visualization updates (exits 0 even on failures) +./project_management/run_vis.sh +VIS_EXIT=$? + +# --- Aggregate Summary --- +echo "" +echo "========================================================" +echo " LOCAL CI — AGGREGATE SUMMARY" +echo "========================================================" +echo "" + +# Parse results from each script +# (Both scripts print their own summaries above; this is the combined view) +TOTAL_FAILURES=0 + +# Check formatters result +if [ $FORMATTERS_EXIT -ne 0 ]; then + echo " ✗ run_formatters.sh exited with code $FORMATTERS_EXIT" + TOTAL_FAILURES=$((TOTAL_FAILURES + 1)) +else + echo " ✓ run_formatters.sh completed (see above for details)" +fi + +# Check visualization result +if [ $VIS_EXIT -ne 0 ]; then + echo " ✗ run_vis.sh exited with code $VIS_EXIT" + TOTAL_FAILURES=$((TOTAL_FAILURES + 1)) +else + echo " ✓ run_vis.sh completed (see above for details)" +fi + +echo "" +echo "========================================================" + +if [ $TOTAL_FAILURES -eq 0 ]; then + echo " All checks passed! Proceeding with git push..." + echo "========================================================" + exit 0 +else + echo " ⚠ $TOTAL_FAILURES script(s) reported issues." + echo " Review the output above for details." + echo "" + echo " You can fix the issues and try again, or push anyway." + echo "========================================================" + # Exit 0 — let the user decide + exit 0 +fi diff --git a/scripts/build_docs.sh b/project_management/build_docs.sh similarity index 96% rename from scripts/build_docs.sh rename to project_management/build_docs.sh index 93540c0..757c3f6 100644 --- a/scripts/build_docs.sh +++ b/project_management/build_docs.sh @@ -1,17 +1,17 @@ -#!/usr/bin/env bash -set -euo pipefail - -# Build docs: default builds Quarto site to docs/markdown_docs - -# Ensure Quarto is available -if ! command -v quarto >/dev/null 2>&1; then - echo "Quarto not found in PATH. Install Quarto." >&2 -else - echo "Building Quarto site to docs/docs_web..." - quarto render - echo "Quarto site built to docs/html" - quarto render --to pdf --output-dir "pdf_docs/" - echo "Quarto pdf built to pdf_docs/docs" - quarto render docs/README.qmd --to gfm --output README.md - echo "README.md generated" -fi +#!/usr/bin/env bash +set -euo pipefail + +# Build docs: default builds Quarto site to docs/markdown_docs + +# Ensure Quarto is available +if ! command -v quarto >/dev/null 2>&1; then + echo "Quarto not found in PATH. Install Quarto." >&2 +else + echo "Building Quarto site to docs/docs_web..." + quarto render + echo "Quarto site built to docs/html" + quarto render --to pdf --output-dir "pdf_docs/" + echo "Quarto pdf built to pdf_docs/docs" + quarto render docs/README.qmd --to gfm --output README.md + echo "README.md generated" +fi diff --git a/project_management/run_formatters.sh b/project_management/run_formatters.sh new file mode 100644 index 0000000..0cd96bd --- /dev/null +++ b/project_management/run_formatters.sh @@ -0,0 +1,80 @@ +#!/usr/bin/env bash + +# Graceful mode: show errors but continue through all formatters. +# Each command runs independently; failures are collected and reported at the end. +set +e +set -o pipefail + +FAILURES=() + +run_step() { + local label="$1" + shift + echo "" + echo "▶ $label" + if "$@"; then + echo " ✓ $label passed" + else + local code=$? + echo " ✗ $label failed (exit $code) — continuing..." + FAILURES+=("$label (exit $code)") + fi +} + +echo "Starting code quality and visualization script..." +echo "Current working directory: $(pwd)" + +# 1. Create necessary directories if they do not exist +echo "Creating output directories..." +mkdir -p .code_quality_outputs +mkdir -p stubs + +CODE_QUALITY_DIR=".code_quality_outputs" + +echo "Output directories created: $CODE_QUALITY_DIR, stubs" + +# 2. Code formatting and import sorting +run_step "uv format" uv format --preview-features format-command +run_step "isort" uv tool run isort . --float-to-top --sp pyproject.toml --gitignore +run_step "ruff format" uv tool run ruff format + +run_step "pytest" uv tool run pytest --color=yes --tb=short --junitxml="$CODE_QUALITY_DIR"/pytest_report.xml --html="$CODE_QUALITY_DIR"/pytest_report.html --self-contained-html +# 3. Type checking and static analysis +run_step "pyrefly check" uv tool run pyrefly check --remove-unused-ignores --check-unannotated-defs=true --infer-return-types=checked --use-ignore-files=true --summary=full --dependency-graph="$CODE_QUALITY_DIR"/pyrefly_deps_graph.json --color=always --python-interpreter-path .venv/bin/python3 --verbose --output=.code_quality_outputs/pyrefly_report.txt + +run_step "pyrefly stubgen" uv tool run pyrefly stubgen --output-dir ./stubs --include-docstrings --include-private --check-unannotated-defs=true --infer-return-types=checked --use-ignore-files=true --verbose --color=always --config pyproject.toml --permissive-ignores=true + +run_step "pyanalyze" uv tool run pyanalyze --config-file pyproject.toml --find-unused --find-unused-attributes --markdown-output="$CODE_QUALITY_DIR"/pyanalyze_reports_0.md --verbose --enable-all + +run_step "pytype" uv tool run pytype code_agent --config pyproject.toml -v 2 --use-fiddle-overlay --precise-return --protocols --overriding-renamed-parameter-count-checks --unresolved + +# 4. Style and architecture analysis (Linting & AI) +run_step "flake8" uv tool run flake8 code_agent --show-source --verbose --extend-exclude "_build, .venv, *cache*, node_modules, dist, build, .ipynb_checkpoints, *support-libs" --enable-extensions pycodestyle --format=pylint --max-line-length 80 --output-file "$CODE_QUALITY_DIR"/flake_report.txt --max-doc-length 100 --statistics --tee --color always --count --doctests + +# 5. Documentation generation +run_step "pydoctor" uv tool run pydoctor -c pydoctor.ini + +# 6. Dependency management +echo "" +echo "▶ Locking and exporting dependencies..." +run_step "uv lock" uv lock +run_step "uv export" uv export --format requirements.txt --output-file requirements.txt -q +run_step "pip install -e ." uv pip install -e . + +# --- Summary --- +echo "" +echo "============================================" +if [ ${#FAILURES[@]} -eq 0 ]; then + echo "All tasks completed successfully!" + exit 0 +else + echo "⚠ Completed with ${#FAILURES[@]} failure(s):" + for f in "${FAILURES[@]}"; do + echo " ✗ $f" + done + echo "" + echo "You can review errors above and decide which to fix." + echo "============================================" + # Exit 0 so the caller can proceed if they choose + exit 0 +fi diff --git a/project_management/run_vis.sh b/project_management/run_vis.sh new file mode 100644 index 0000000..71a3983 --- /dev/null +++ b/project_management/run_vis.sh @@ -0,0 +1,99 @@ +#!/usr/bin/env bash + +# Graceful mode: show errors but continue through all visualization steps. +# Each command runs independently; failures are collected and reported at the end. +set +e +set -o pipefail + +echo "Starting code visualization script..." +# Echo the current working directory +echo "Current working directory: $(pwd)" + +# 1. Create necessary directories if they do not exist +echo "Creating output directories..." +mkdir -p docs/visualizations + +VISUALIZATION_DIR="./docs/visualizations" + +echo "Output directories created: $VISUALIZATION_DIR" + +# Common color palette for all diagrams +PALETTE="[#ffb6c1,#f3e5f5,#db7093,#e0b0ff,#9370db,#f8f0fe,#ba55d3,#ff7f50,#ff4500,#ffcc33,#ff9900,#fffacd,#ffcc00,#ffff99,#ffd700]" + +# Track failures across all steps +FAILURES=() + +# Helper function to run a step and track failures +run_vis_step() { + local label="$1" + shift + echo "" + echo "▶ $label" + if "$@"; then + echo " ✓ $label passed" + else + local code=$? + echo " ✗ $label failed (exit $code) — continuing..." + FAILURES+=("$label (exit $code)") + fi +} + +# 2. Package-level diagrams +run_vis_step "Package all-classes diagram" pyreverse code_agent -d "$VISUALIZATION_DIR" -A -f ALL --colorized -a 10 --color-palette "$PALETTE" -o svg + +# 3. Per-class diagrams +echo "" +echo "▶ Per-class diagrams" +failed_classes=() +successful_classes=() + +while IFS= read -r -d '' file; do + module_name=$(echo "$file" | sed -E 's|^code_agent/||;s|\.py$||;s|/|.|g') + + while IFS= read -r class_name; do + if [ -z "$class_name" ]; then + continue + fi + + full_class_name="code_agent.${module_name}.${class_name}" + echo " ▶ $full_class_name" + + if pyreverse code_agent -S -A -f ALL -c "$full_class_name" -d "$VISUALIZATION_DIR" --colorized --color-palette "$PALETTE" -o svg; then + successful_classes+=("$full_class_name") + echo " ✓ $full_class_name passed" + else + failed_classes+=("$full_class_name") + echo " ✗ $full_class_name failed — continuing..." + fi + + done < <(grep -oP '^class \K\w+' "$file" || true) + +done < <(find code_agent -name "*.py" -not -path "*/.*" -print0) + +echo "" +echo " Per-class results: ${#successful_classes[@]} succeeded, ${#failed_classes[@]} failed" + +# Add per-class failures to global tracker +if [ ${#failed_classes[@]} -gt 0 ]; then + FAILURES+=("Per-class diagrams (${#failed_classes[@]} failures)") +fi + +# --- Summary --- +echo "" +echo "==========================================" +echo "Visualization Generation Summary" +echo "==========================================" +if [ ${#FAILURES[@]} -eq 0 ]; then + echo "All visualization tasks completed successfully!" +else + echo "⚠ Completed with ${#FAILURES[@]} failure(s):" + for f in "${FAILURES[@]}"; do + echo " ✗ $f" + done + echo "" + echo "You can review errors above and decide which to fix." +fi +echo "==========================================" + +# Exit 0 so the caller can proceed if they choose +exit 0 diff --git a/scripts/structure_tools/archive_candidates.ps1 b/project_management/structure_tools/archive_candidates.ps1 similarity index 97% rename from scripts/structure_tools/archive_candidates.ps1 rename to project_management/structure_tools/archive_candidates.ps1 index 8e930f7..5a92908 100644 --- a/scripts/structure_tools/archive_candidates.ps1 +++ b/project_management/structure_tools/archive_candidates.ps1 @@ -1,41 +1,41 @@ -# Archive candidates listed in output/archive_candidates.txt -# Moves files to archive/cleanup_YYYYMMDD_HHMMSS/ preserving relative structure. -param() - -$projRoot = Split-Path -Parent $MyInvocation.MyCommand.Path | Split-Path -Parent -Set-Location $projRoot - -$srcfile = Join-Path $projRoot 'output\archive_candidates.txt' -if (-Not (Test-Path $srcfile)) -{ - Write-Host "No file: $srcfile. Create output\archive_candidates.txt with one relative path per line (relative to project root)." -ForegroundColor Yellow - exit 1 -} - -$timestamp = Get-Date -Format 'yyyyMMdd_HHmmss' -$destRoot = Join-Path $projRoot "archive\cleanup_$timestamp" -New-Item -ItemType Directory -Path $destRoot -Force | Out-Null - -Get-Content $srcfile | ForEach-Object { - $rel = $_.Trim() - if ($rel -eq '') - { - return - } - $src = Join-Path $projRoot $rel - if (-Not (Test-Path $src)) - { - Write-Host "Missing: $rel" -ForegroundColor Red - return - } - $dest = Join-Path $destRoot $rel - $destDir = Split-Path -Parent $dest - if (-Not (Test-Path $destDir)) - { - New-Item -ItemType Directory -Path $destDir -Force | Out-Null - } - Move-Item -Path $src -Destination $dest -Force - Write-Host "Moved: $rel -> archive/cleanup_$timestamp/$rel" -} - -Write-Host "Archive complete. Review archive/cleanup_$timestamp/ before deleting permanently." -ForegroundColor Green +# Archive candidates listed in output/archive_candidates.txt +# Moves files to archive/cleanup_YYYYMMDD_HHMMSS/ preserving relative structure. +param() + +$projRoot = Split-Path -Parent $MyInvocation.MyCommand.Path | Split-Path -Parent +Set-Location $projRoot + +$srcfile = Join-Path $projRoot 'output\archive_candidates.txt' +if (-Not (Test-Path $srcfile)) +{ + Write-Host "No file: $srcfile. Create output\archive_candidates.txt with one relative path per line (relative to project root)." -ForegroundColor Yellow + exit 1 +} + +$timestamp = Get-Date -Format 'yyyyMMdd_HHmmss' +$destRoot = Join-Path $projRoot "archive\cleanup_$timestamp" +New-Item -ItemType Directory -Path $destRoot -Force | Out-Null + +Get-Content $srcfile | ForEach-Object { + $rel = $_.Trim() + if ($rel -eq '') + { + return + } + $src = Join-Path $projRoot $rel + if (-Not (Test-Path $src)) + { + Write-Host "Missing: $rel" -ForegroundColor Red + return + } + $dest = Join-Path $destRoot $rel + $destDir = Split-Path -Parent $dest + if (-Not (Test-Path $destDir)) + { + New-Item -ItemType Directory -Path $destDir -Force | Out-Null + } + Move-Item -Path $src -Destination $dest -Force + Write-Host "Moved: $rel -> archive/cleanup_$timestamp/$rel" +} + +Write-Host "Archive complete. Review archive/cleanup_$timestamp/ before deleting permanently." -ForegroundColor Green diff --git a/scripts/structure_tools/cleanup_scan.py b/project_management/structure_tools/cleanup_scan.py similarity index 78% rename from scripts/structure_tools/cleanup_scan.py rename to project_management/structure_tools/cleanup_scan.py index 71c2bc2..b3ae044 100644 --- a/scripts/structure_tools/cleanup_scan.py +++ b/project_management/structure_tools/cleanup_scan.py @@ -21,16 +21,28 @@ import hashlib import json import re + from pathlib import Path + ROOT = Path(__file__).resolve().parents[1] -EXCLUDE_DIRS = {".venv", "venv", "__pycache__", "output", "archive", "backup", "packrat", "node_modules", ".git", } +EXCLUDE_DIRS = { + ".venv", + "venv", + "__pycache__", + "output", + "archive", + "backup", + "packrat", + "node_modules", + ".git", +} # Optional file with explicit paths to exclude (one per line, relative to project root) ARCHIVE_EXCLUDE_FILE = ROOT / "output" / "archive_candidates.txt" ARCHIVE_EXCLUDES: set[str] = set() if ARCHIVE_EXCLUDE_FILE.exists(): try: - for L in ARCHIVE_EXCLUDE_FILE.read_text(encoding = "utf8").splitlines(): + for L in ARCHIVE_EXCLUDE_FILE.read_text(encoding="utf8").splitlines(): s = L.strip() if not s: continue @@ -43,8 +55,16 @@ PY_EXT = ".py" Q_EXTS = {".qmd", ".qmd.txt", ".md", ".markdown_docs"} -ENTRYPOINT_PATTERNS = ["run_", "runfull", "run-full", "run", "main.py", "cli.py", "flow_pipeline/run_", - "run_full_analysis.py", ] +ENTRYPOINT_PATTERNS = [ + "run_", + "runfull", + "run-full", + "run", + "main.py", + "cli.py", + "flow_pipeline/run_", + "run_full_analysis.py", +] IMPORT_RE = re.compile(r"^(?:from\s+([\w.]+)\s+import|import\s+([\w.]+))") @@ -117,7 +137,7 @@ def collect_files(root: Path) -> list[Path]: def parse_imports_from_py(path: Path) -> set[str]: names = set() try: - text = path.read_text(encoding = "utf8", errors = "ignore") + text = path.read_text(encoding="utf8", errors="ignore") except Exception: return names for line in text.splitlines(): @@ -162,8 +182,8 @@ def find_entrypoints(all_files: list[Path]) -> set[Path]: def build_import_graph( - py_files: list[Path], mapping: dict[str, Path] - ) -> dict[Path, set[Path]]: + py_files: list[Path], mapping: dict[str, Path] +) -> dict[Path, set[Path]]: graph: dict[Path, set[Path]] = {p: set() for p in py_files} for p in py_files: imports = parse_imports_from_py(p) @@ -174,8 +194,8 @@ def build_import_graph( def reachable_from( - entrypoints: set[Path], graph: dict[Path, set[Path]] - ) -> set[Path]: + entrypoints: set[Path], graph: dict[Path, set[Path]] +) -> set[Path]: visited = set() stack = list(entrypoints) while stack: @@ -229,39 +249,55 @@ def scan() -> tuple[list[dict], dict]: found = False for py in py_files: try: - if fname in py.read_text(encoding = "utf8", errors = "ignore"): + if fname in py.read_text(encoding="utf8", errors="ignore"): found = True break except Exception: continue - category = ("referenced_quarto_md_html" if found else "unreferenced_quarto_md_html") + category = ( + "referenced_quarto_md_html" + if found + else "unreferenced_quarto_md_html" + ) if p.stem.lower() in dup: notes = "duplicate_basename" category = "duplicate_same_basename" - report_rows.append( - {"path": rel, "size": size, "sha1": sha1, "category": category, "notes": notes, } - ) - - meta = {"root": str(ROOT), "total_files_scanned": len(all_files), "total_python": len(py_files), - "total_quarto_md_html": len(q_files), } - return report_rows, {"meta": meta, - "duplicates": {k: [str(x.relative_to(ROOT)) for x in v] for k, v in dup.items()}, } + report_rows.append({ + "path": rel, + "size": size, + "sha1": sha1, + "category": category, + "notes": notes, + }) + + meta = { + "root": str(ROOT), + "total_files_scanned": len(all_files), + "total_python": len(py_files), + "total_quarto_md_html": len(q_files), + } + return report_rows, { + "meta": meta, + "duplicates": { + k: [str(x.relative_to(ROOT)) for x in v] for k, v in dup.items() + }, + } def write_reports(rows: list[dict], extra: dict): outdir = ROOT / "output" - outdir.mkdir(exist_ok = True) + outdir.mkdir(exist_ok=True) csvp = outdir / "cleanup_report.csv" jsonp = outdir / "cleanup_report.json" - with csvp.open("w", newline = "", encoding = "utf8") as f: + with csvp.open("w", newline="", encoding="utf8") as f: writer = csv.DictWriter( - f, fieldnames = ["path", "size", "sha1", "category", "notes"] - ) + f, fieldnames=["path", "size", "sha1", "category", "notes"] + ) writer.writeheader() for r in rows: writer.writerow(r) - with jsonp.open("w", encoding = "utf8") as f: - json.dump({"rows": rows, "extra": extra}, f, indent = 2) + with jsonp.open("w", encoding="utf8") as f: + json.dump({"rows": rows, "extra": extra}, f, indent=2) print(f"Wrote cleanup reports to: {csvp} and {jsonp}") @@ -270,25 +306,32 @@ def write_reports(rows: list[dict], extra: dict): import argparse parser = argparse.ArgumentParser( - description = "Run cleanup scan with optional excludes" - ) + description="Run cleanup scan with optional excludes" + ) parser.add_argument( - "--exclude", "-e", action = "append", - help = "Explicit path to exclude (relative to project root). Can be repeated.", ) + "--exclude", + "-e", + action="append", + help="Explicit path to exclude (relative to project root). Can be repeated.", + ) parser.add_argument( - "--exclude-file", "-f", action = "append", - help = "Path to file containing exclude paths (one per line). Can be repeated.", ) + "--exclude-file", + "-f", + action="append", + help="Path to file containing exclude paths (one per line). Can be repeated.", + ) parser.add_argument( - "--exclude-folder", "-d", action = "append", - help = "Path to folder to exclude (relative to project root). Can be repeated.", ) + "--exclude-folder", + "-d", + action="append", + help="Path to folder to exclude (relative to project root). Can be repeated.", + ) args = parser.parse_args() - def _add_exclude(s: str): s2 = s.replace("/", "\\").lstrip(".\\/") ARCHIVE_EXCLUDES.add(s2) - # Load excludes provided on command line if args.exclude: for ex in args.exclude: @@ -311,7 +354,7 @@ def _add_exclude(s: str): if not pth.is_absolute(): pth = ROOT / ef if pth.exists(): - for L in pth.read_text(encoding = "utf8").splitlines(): + for L in pth.read_text(encoding="utf8").splitlines(): if L.strip(): _add_exclude(L.strip()) except Exception: @@ -321,5 +364,5 @@ def _add_exclude(s: str): rows, extra = scan() write_reports(rows, extra) print( - "Scan complete. Review output/cleanup_report.csv before running any archival commands." - ) + "Scan complete. Review output/cleanup_report.csv before running any archival commands." + ) diff --git a/scripts/structure_tools/filter_cleanup_report.py b/project_management/structure_tools/filter_cleanup_report.py similarity index 75% rename from scripts/structure_tools/filter_cleanup_report.py rename to project_management/structure_tools/filter_cleanup_report.py index 720334f..97d25b5 100644 --- a/scripts/structure_tools/filter_cleanup_report.py +++ b/project_management/structure_tools/filter_cleanup_report.py @@ -10,8 +10,10 @@ import csv import json + from pathlib import Path + ROOT = Path(__file__).resolve().parents[1] OUT = ROOT / "output" REPORT_JSON = OUT / "cleanup_report.json" @@ -24,13 +26,13 @@ arch = set() if ARCH_LIST.exists(): - for line in ARCH_LIST.read_text(encoding = "utf8").splitlines(): + for line in ARCH_LIST.read_text(encoding="utf8").splitlines(): s = line.strip() if s: # normalize path separators arch.add(s.replace("/", "\\")) -with REPORT_JSON.open("r", encoding = "utf8") as f: +with REPORT_JSON.open("r", encoding="utf8") as f: data = json.load(f) rows = data.get("rows", []) @@ -47,19 +49,20 @@ # write CSV csvp = OUT / "cleanup_report.filtered.csv" -with csvp.open("w", encoding = "utf8", newline = "") as cf: +with csvp.open("w", encoding="utf8", newline="") as cf: writer = csv.DictWriter( - cf, fieldnames = ["path", "size", "sha1", "category", "notes"] - ) + cf, fieldnames=["path", "size", "sha1", "category", "notes"] + ) writer.writeheader() for r in filtered: - writer.writerow( - {k: r.get(k, "") for k in ["path", "size", "sha1", "category", "notes"]} - ) + writer.writerow({ + k: r.get(k, "") + for k in ["path", "size", "sha1", "category", "notes"] + }) # write JSON jsonp = OUT / "cleanup_report.filtered.json" -with jsonp.open("w", encoding = "utf8") as jf: - json.dump({"rows": filtered, "meta": data.get("extra", {})}, jf, indent = 2) +with jsonp.open("w", encoding="utf8") as jf: + json.dump({"rows": filtered, "meta": data.get("extra", {})}, jf, indent=2) print(f"Wrote filtered reports: {csvp} ({len(filtered)} rows)") diff --git a/scripts/structure_tools/generate_archive_candidates.ps1 b/project_management/structure_tools/generate_archive_candidates.ps1 similarity index 97% rename from scripts/structure_tools/generate_archive_candidates.ps1 rename to project_management/structure_tools/generate_archive_candidates.ps1 index 21da259..b4aab0f 100644 --- a/scripts/structure_tools/generate_archive_candidates.ps1 +++ b/project_management/structure_tools/generate_archive_candidates.ps1 @@ -1,41 +1,41 @@ -# Generate output/archive_candidates.txt by filtering output/cleanup_report.csv -# This script writes candidate relative paths (one per line) for archival. -# It excludes entrypoints and reachable scripts; includes unreferenced_python, unreferenced_quarto_md_html, duplicate_same_basename. - -$projRoot = Split-Path -Parent $MyInvocation.MyCommand.Path | Split-Path -Parent -Set-Location $projRoot - -$report = Join-Path $projRoot 'output\cleanup_report.csv' -$out = Join-Path $projRoot 'output\archive_candidates.txt' - -if (-Not (Test-Path $report)) -{ - Write-Host "Missing report: $report" -ForegroundColor Red - exit 1 -} - -$lines = Get-Content $report -Encoding UTF8 | Select-Object -Skip 1 -$candidates = @() -foreach ($line in $lines) -{ - # CSV: path,size,sha1,category,notes - $parts = $line -split ',', 5 - if ($parts.Length -lt 4) - { - continue - } - $path = $parts[0].Trim('"') - $category = $parts[3].Trim('"') - if ($category -in @('unreferenced_python', 'unreferenced_quarto_md_html', 'duplicate_same_basename')) - { - # extra safety: don't include _site or archive directories - if ($path -like '_site/*' -or $path -like 'archive/*' -or $path -like 'output/*') - { - continue - } - $candidates += $path - } -} - -$candidates | Sort-Object | Get-Unique | Out-File -FilePath $out -Encoding UTF8 -Write-Host "Wrote $( $candidates.Count ) candidate entries to $out" -ForegroundColor Green +# Generate output/archive_candidates.txt by filtering output/cleanup_report.csv +# This script writes candidate relative paths (one per line) for archival. +# It excludes entrypoints and reachable scripts; includes unreferenced_python, unreferenced_quarto_md_html, duplicate_same_basename. + +$projRoot = Split-Path -Parent $MyInvocation.MyCommand.Path | Split-Path -Parent +Set-Location $projRoot + +$report = Join-Path $projRoot 'output\cleanup_report.csv' +$out = Join-Path $projRoot 'output\archive_candidates.txt' + +if (-Not (Test-Path $report)) +{ + Write-Host "Missing report: $report" -ForegroundColor Red + exit 1 +} + +$lines = Get-Content $report -Encoding UTF8 | Select-Object -Skip 1 +$candidates = @() +foreach ($line in $lines) +{ + # CSV: path,size,sha1,category,notes + $parts = $line -split ',', 5 + if ($parts.Length -lt 4) + { + continue + } + $path = $parts[0].Trim('"') + $category = $parts[3].Trim('"') + if ($category -in @('unreferenced_python', 'unreferenced_quarto_md_html', 'duplicate_same_basename')) + { + # extra safety: don't include _site or archive directories + if ($path -like '_site/*' -or $path -like 'archive/*' -or $path -like 'output/*') + { + continue + } + $candidates += $path + } +} + +$candidates | Sort-Object | Get-Unique | Out-File -FilePath $out -Encoding UTF8 +Write-Host "Wrote $( $candidates.Count ) candidate entries to $out" -ForegroundColor Green From 66d1f28bc932eecc1c5962f11bc7ac7eb7c9d524 Mon Sep 17 00:00:00 2001 From: SofiaBillBerg Date: Wed, 5 Aug 2026 21:42:22 +0200 Subject: [PATCH 03/18] feat: integrate llm-cli worktree work into feat-llm-dev Integrates the full worktree branch into feat-llm-dev: - config refactor: code_agent/settings.py (pydantic_settings), .env.example, env-based config loading, delete obsolete code_agent/config/llm_config.json - capabilities subsystem (audit/envelope/registry/tool_adapter) - provider, cli, main, webapp and docs updates - tests: test_capabilities, test_ui, test_web, etc. Excludes node_modules and gitignored bookkeeping. --- .env.example | 27 + .gitignore | 19 +- .pre-commit-config.yaml | 54 +- .pre-commit-hooks.yaml | 166 +- .python-version | 2 +- .../change_2_local_workflows/llm-review.yml | 32 + code_agent/README.qmd | 2 +- code_agent/__init__.py | 33 +- code_agent/capabilities/__init__.py | 15 + code_agent/capabilities/audit.py | 105 + code_agent/capabilities/base.py | 107 + code_agent/capabilities/envelope.py | 55 + code_agent/capabilities/registry.py | 172 + code_agent/capabilities/tool_adapter.py | 133 + code_agent/cli.py | 226 +- code_agent/config/llm_config.json | 13 - code_agent/main.py | 67 +- code_agent/project_tools/docs_generator.py | 272 + code_agent/project_tools/scaffold.py | 128 + code_agent/providers/__init__.py | 14 + code_agent/providers/base.py | 79 + code_agent/providers/factory.py | 103 + code_agent/providers/ollama.py | 137 + code_agent/providers/openai.py | 83 + code_agent/settings.py | 140 + code_agent/tools/file_generator.py | 209 + code_agent/ui/__init__.py | 26 + code_agent/ui/cli_ui.py | 366 + code_agent/ui/web.py | 135 + code_agent/ui/webapp/index.html | 12 + code_agent/ui/webapp/package-lock.json | 1740 +++ code_agent/ui/webapp/package.json | 22 + code_agent/ui/webapp/src/App.jsx | 142 + code_agent/ui/webapp/src/main.jsx | 9 + docs/AGENT_WORKFLOW.qmd | 152 +- docs/API.qmd | 4 +- docs/CHANGELOG.qmd | 54 +- docs/CODE_AGENT.qmd | 2 +- docs/CONFIGURATION.qmd | 61 +- docs/CONTRIBUTING.qmd | 150 +- docs/FAQ.qmd | 7 +- docs/FEATURES.qmd | 188 +- docs/FILES.qmd | 56 +- docs/INSTALLATION.qmd | 21 +- docs/QUICKSTART.qmd | 14 +- docs/README.qmd | 124 +- docs/ROADMAP.qmd | 2 +- docs/TOOLS.qmd | 234 +- docs/USAGE.qmd | 304 +- docs/styles/custom.css | 1206 +- docs/styles/dt-wrap.css | 38 +- docs/styles/extra.css | 976 +- docs/styles/quartz-contrast.css | 94 +- docs/visualizations/classes.svg | 405 + ...gents.persistent_agent.PersistentAgent.svg | 34 + .../code_agent.exceptions.CodeAgentError.svg | 22 + ...ode_agent.exceptions.FileCreationError.svg | 37 + ...code_agent.exceptions.InvalidToolError.svg | 37 + .../code_agent.graph.AgentState.svg | 23 + ...gent.tools.edit_file_tool.EditFileArgs.svg | 25 + ...gent.tools.edit_file_tool.EditFileTool.svg | 34 + ..._agent.tools.edit_file_tool.FileObject.svg | 26 + ....tools.format_code_tool.FormatCodeArgs.svg | 24 + ....tools.format_code_tool.FormatCodeTool.svg | 32 + ...ools.general_chat_tool.GeneralChatArgs.svg | 23 + ...ools.general_chat_tool.GeneralChatTool.svg | 28 + ...ls.generate_test_tool.GenerateTestArgs.svg | 24 + ...ls.generate_test_tool.GenerateTestTool.svg | 30 + ...ode_agent.tools.linker_tool.LinkerArgs.svg | 23 + ...ode_agent.tools.linker_tool.LinkerTool.svg | 30 + ..._agent.tools.new_file_tool.NewFileArgs.svg | 24 + ..._agent.tools.new_file_tool.NewFileTool.svg | 30 + ...ent.tools.nlp_tool.NaturalLanguageTool.svg | 26 + ...agent.tools.notebook_tool.NotebookArgs.svg | 25 + ...agent.tools.notebook_tool.NotebookTool.svg | 30 + .../code_agent.tools.r_tool.RScriptArgs.svg | 23 + .../code_agent.tools.r_tool.RScriptTool.svg | 26 + ...gent.tools.read_file_tool.ReadFileArgs.svg | 23 + ...gent.tools.read_file_tool.ReadFileTool.svg | 28 + ....search_explain_tool.SearchExplainArgs.svg | 24 + ....search_explain_tool.SearchExplainTool.svg | 36 + docs/visualizations/packages.svg | 469 + langgraph.json | 22 +- pyproject.toml | 59 +- requirements.txt | 9 + tests/test_capabilities.py | 531 + tests/test_providers.py | 475 + tests/test_ui.py | 283 + tests/test_web.py | 70 + uv.lock | 12878 ++++++++-------- 90 files changed, 16273 insertions(+), 8207 deletions(-) create mode 100644 .env.example create mode 100644 code_agent/.github/change_2_local_workflows/llm-review.yml create mode 100644 code_agent/capabilities/__init__.py create mode 100644 code_agent/capabilities/audit.py create mode 100644 code_agent/capabilities/base.py create mode 100644 code_agent/capabilities/envelope.py create mode 100644 code_agent/capabilities/registry.py create mode 100644 code_agent/capabilities/tool_adapter.py delete mode 100644 code_agent/config/llm_config.json create mode 100644 code_agent/project_tools/docs_generator.py create mode 100644 code_agent/project_tools/scaffold.py create mode 100644 code_agent/providers/__init__.py create mode 100644 code_agent/providers/base.py create mode 100644 code_agent/providers/factory.py create mode 100644 code_agent/providers/ollama.py create mode 100644 code_agent/providers/openai.py create mode 100644 code_agent/settings.py create mode 100644 code_agent/tools/file_generator.py create mode 100644 code_agent/ui/__init__.py create mode 100644 code_agent/ui/cli_ui.py create mode 100644 code_agent/ui/web.py create mode 100644 code_agent/ui/webapp/index.html create mode 100644 code_agent/ui/webapp/package-lock.json create mode 100644 code_agent/ui/webapp/package.json create mode 100644 code_agent/ui/webapp/src/App.jsx create mode 100644 code_agent/ui/webapp/src/main.jsx create mode 100644 docs/visualizations/classes.svg create mode 100644 docs/visualizations/code_agent.agents.persistent_agent.PersistentAgent.svg create mode 100644 docs/visualizations/code_agent.exceptions.CodeAgentError.svg create mode 100644 docs/visualizations/code_agent.exceptions.FileCreationError.svg create mode 100644 docs/visualizations/code_agent.exceptions.InvalidToolError.svg create mode 100644 docs/visualizations/code_agent.graph.AgentState.svg create mode 100644 docs/visualizations/code_agent.tools.edit_file_tool.EditFileArgs.svg create mode 100644 docs/visualizations/code_agent.tools.edit_file_tool.EditFileTool.svg create mode 100644 docs/visualizations/code_agent.tools.edit_file_tool.FileObject.svg create mode 100644 docs/visualizations/code_agent.tools.format_code_tool.FormatCodeArgs.svg create mode 100644 docs/visualizations/code_agent.tools.format_code_tool.FormatCodeTool.svg create mode 100644 docs/visualizations/code_agent.tools.general_chat_tool.GeneralChatArgs.svg create mode 100644 docs/visualizations/code_agent.tools.general_chat_tool.GeneralChatTool.svg create mode 100644 docs/visualizations/code_agent.tools.generate_test_tool.GenerateTestArgs.svg create mode 100644 docs/visualizations/code_agent.tools.generate_test_tool.GenerateTestTool.svg create mode 100644 docs/visualizations/code_agent.tools.linker_tool.LinkerArgs.svg create mode 100644 docs/visualizations/code_agent.tools.linker_tool.LinkerTool.svg create mode 100644 docs/visualizations/code_agent.tools.new_file_tool.NewFileArgs.svg create mode 100644 docs/visualizations/code_agent.tools.new_file_tool.NewFileTool.svg create mode 100644 docs/visualizations/code_agent.tools.nlp_tool.NaturalLanguageTool.svg create mode 100644 docs/visualizations/code_agent.tools.notebook_tool.NotebookArgs.svg create mode 100644 docs/visualizations/code_agent.tools.notebook_tool.NotebookTool.svg create mode 100644 docs/visualizations/code_agent.tools.r_tool.RScriptArgs.svg create mode 100644 docs/visualizations/code_agent.tools.r_tool.RScriptTool.svg create mode 100644 docs/visualizations/code_agent.tools.read_file_tool.ReadFileArgs.svg create mode 100644 docs/visualizations/code_agent.tools.read_file_tool.ReadFileTool.svg create mode 100644 docs/visualizations/code_agent.tools.search_explain_tool.SearchExplainArgs.svg create mode 100644 docs/visualizations/code_agent.tools.search_explain_tool.SearchExplainTool.svg create mode 100644 docs/visualizations/packages.svg create mode 100644 tests/test_capabilities.py create mode 100644 tests/test_providers.py create mode 100644 tests/test_ui.py create mode 100644 tests/test_web.py diff --git a/.env.example b/.env.example new file mode 100644 index 0000000..fd8b9c8 --- /dev/null +++ b/.env.example @@ -0,0 +1,27 @@ +# Copy this file to `.env` and adjust values for your environment. +# `.env` is gitignored; this template is committed as a reference. +# All values are optional — the application has safe defaults. +# Every key is prefixed with CODE_AGENT_ so it never collides with the +# provider's own environment variables (e.g. Ollama's OLLAMA_HOST). + +# Ollama connection (defaults: http://localhost:11434) +CODE_AGENT_OLLAMA_SCHEME=http +CODE_AGENT_OLLAMA_HOST=localhost +CODE_AGENT_OLLAMA_PORT=11434 +CODE_AGENT_OLLAMA_MODEL=gpt-oss:20b-cloud + +# OpenAI (optional; when omitted, OpenAIProvider falls back to OPENAI_API_KEY) +CODE_AGENT_OPENAI_API_KEY= +CODE_AGENT_OPENAI_MODEL=gpt-4o +CODE_AGENT_OPENAI_BASE_URL= + +# Sampling / behaviour +CODE_AGENT_PROVIDER=ollama +CODE_AGENT_TEMPERATURE=0.7 +CODE_AGENT_MAX_TOKENS=6000 +CODE_AGENT_STREAM=true +CODE_AGENT_ROOT_DIR=. +CODE_AGENT_VERBOSE=true +CODE_AGENT_LOG_LEVEL=INFO +CODE_AGENT_MAX_ITERATIONS=50 +CODE_AGENT_MAX_EXECUTION_TIME=5000 diff --git a/.gitignore b/.gitignore index d2abed9..7bc6726 100644 --- a/.gitignore +++ b/.gitignore @@ -46,7 +46,7 @@ var/ wheels/ share/python-wheels/ *.egg-info/ -.installed.cfg +.installed.cfg *.egg MANIFEST @@ -69,9 +69,6 @@ htmlcov/ .cache nosetests.xml coverage.xml -*.cover -*.py,cover -.hypothesis/ .pytest_cache/ cover/ @@ -80,8 +77,6 @@ cover/ *.pot # Django stuff: -*.log -local_settings.py db.sqlite3 db.sqlite3-journal @@ -100,7 +95,7 @@ docs/_build/ # IPython profile_default/ -ipython_config.py +# ipython_config.py # temp disabled during this work # pyenv # For a library or package, you might want to ignore these files since the code is @@ -169,7 +164,7 @@ dmypy.json .pyre/ # pytype static type analyzer -.pytype/ +.pytype/ # Cython debug symbols cython_debug/ @@ -216,7 +211,7 @@ _site/ docs/docs_web/ /renv/.gitignore /renv/activate.R - -# MemPalace per-project files (issue #185) -mempalace.yaml -entities.json + +# MemPalace per-project files (issue #185) +mempalace.yaml +entities.json diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml index 659c01d..7ad07e2 100644 --- a/.pre-commit-config.yaml +++ b/.pre-commit-config.yaml @@ -1,27 +1,27 @@ -exclude: '^packrat(/|$)' # Exclude the packrat folder - -repos: - - repo: https://github.com/pre-commit/pre-commit-hooks - rev: v6.0.0 - hooks: - - id: trailing-whitespace - - id: end-of-file-fixer - - id: check-yaml - - id: requirements-txt-fixer - - repo: https://github.com/asottile/setup-cfg-fmt - rev: v3.1.0 - hooks: - - id: setup-cfg-fmt - - repo: https://github.com/asottile/pyupgrade - rev: v3.21.0 - hooks: - - id: pyupgrade - args: [ --py310-plus ] - - repo: https://github.com/astral-sh/ruff-pre-commit - # Ruff version. - rev: v0.14.3 - hooks: # Run the linter. - - id: ruff-check - args: [ --fix ] - # Run the formatter. - - id: ruff-format +exclude: '^packrat(/|$)' # Exclude the packrat folder + +repos: + - repo: https://github.com/pre-commit/pre-commit-hooks + rev: v6.0.0 + hooks: + - id: trailing-whitespace + - id: end-of-file-fixer + - id: check-yaml + - id: requirements-txt-fixer + - repo: https://github.com/asottile/setup-cfg-fmt + rev: v3.1.0 + hooks: + - id: setup-cfg-fmt + - repo: https://github.com/asottile/pyupgrade + rev: v3.21.0 + hooks: + - id: pyupgrade + args: [ --py310-plus ] + - repo: https://github.com/astral-sh/ruff-pre-commit + # Ruff version. + rev: v0.14.3 + hooks: # Run the linter. + - id: ruff-check + args: [ --fix ] + # Run the formatter. + - id: ruff-format diff --git a/.pre-commit-hooks.yaml b/.pre-commit-hooks.yaml index 2f01bfb..241f18f 100644 --- a/.pre-commit-hooks.yaml +++ b/.pre-commit-hooks.yaml @@ -1,83 +1,83 @@ -- id: ruff-check - name: ruff check - description: "Run 'ruff check' for extremely fast Python linting" - entry: ruff check --force-exclude - language: python - types_or: [ python, pyi, jupyter ] - args: [ ] - require_serial: true - additional_dependencies: [ ] - minimum_pre_commit_version: "2.9.2" - -- id: ruff-format - name: ruff format - description: "Run 'ruff format' for extremely fast Python formatting" - entry: ruff format --force-exclude - language: python - types_or: [ python, pyi, jupyter ] - args: [ ] - require_serial: true - additional_dependencies: [ ] - minimum_pre_commit_version: "2.9.2" - -# Legacy alias -- id: ruff - name: ruff (legacy alias) - description: "Run 'ruff check' for extremely fast Python linting" - entry: ruff check --force-exclude - language: python - types_or: [ python, pyi, jupyter ] - args: [ ] - require_serial: true - additional_dependencies: [ ] - minimum_pre_commit_version: "2.9.2" -- id: check-illegal-windows-names - name: check illegal windows names - entry: Illegal Windows filenames detected - language: fail - files: '(?i)((^|/)(CON|PRN|AUX|NUL|COM[\d¹²³]|LPT[\d¹²³])(\.|/|$)|[<>:\"\\|?*\x00-\x1F]|/[^/]*[\.\s]/|[^/]*[\.\s]$)' -- id: check-json - name: check json - description: checks json files for parseable syntax. - entry: check-json - language: python - types: [ json ] -- id: pretty-format-json - name: pretty format json - description: sets a standard for formatting json files. - entry: pretty-format-json - language: python - types: [ json ] -- id: destroyed-symlinks - name: detect destroyed symlinks - description: detects symlinks which are changed to regular files with a content of a path which that symlink was pointing to. - entry: destroyed-symlinks - language: python - types: [ file ] - stages: [ pre-commit, pre-push, manual ] -- id: detect-aws-credentials - name: detect aws credentials - description: detects *your* aws credentials from the aws cli credentials file. - entry: detect-aws-credentials - language: python - types: [ text ] -- id: detect-private-key - name: detect private key - description: detects the presence of private keys. - entry: detect-private-key - language: python - types: [ text ] -- id: sort-simple-yaml - name: sort simple yaml files - description: sorts simple yaml files which consist only of top-level keys, preserving comments and blocks. - language: python - entry: sort-simple-yaml - files: '^$' -- id: trailing-whitespace - name: trim trailing whitespace - description: trims trailing whitespace. - entry: trailing-whitespace-fixer - language: python - types: [ text ] - stages: [ pre-commit, pre-push, manual ] - minimum_pre_commit_version: 3.2.0 +- id: ruff-check + name: ruff check + description: "Run 'ruff check' for extremely fast Python linting" + entry: ruff check --force-exclude + language: python + types_or: [ python, pyi, jupyter ] + args: [ ] + require_serial: true + additional_dependencies: [ ] + minimum_pre_commit_version: "2.9.2" + +- id: ruff-format + name: ruff format + description: "Run 'ruff format' for extremely fast Python formatting" + entry: ruff format --force-exclude + language: python + types_or: [ python, pyi, jupyter ] + args: [ ] + require_serial: true + additional_dependencies: [ ] + minimum_pre_commit_version: "2.9.2" + +# Legacy alias +- id: ruff + name: ruff (legacy alias) + description: "Run 'ruff check' for extremely fast Python linting" + entry: ruff check --force-exclude + language: python + types_or: [ python, pyi, jupyter ] + args: [ ] + require_serial: true + additional_dependencies: [ ] + minimum_pre_commit_version: "2.9.2" +- id: check-illegal-windows-names + name: check illegal windows names + entry: Illegal Windows filenames detected + language: fail + files: '(?i)((^|/)(CON|PRN|AUX|NUL|COM[\d¹²³]|LPT[\d¹²³])(\.|/|$)|[<>:\"\\|?*\x00-\x1F]|/[^/]*[\.\s]/|[^/]*[\.\s]$)' +- id: check-json + name: check json + description: checks json files for parseable syntax. + entry: check-json + language: python + types: [ json ] +- id: pretty-format-json + name: pretty format json + description: sets a standard for formatting json files. + entry: pretty-format-json + language: python + types: [ json ] +- id: destroyed-symlinks + name: detect destroyed symlinks + description: detects symlinks which are changed to regular files with a content of a path which that symlink was pointing to. + entry: destroyed-symlinks + language: python + types: [ file ] + stages: [ pre-commit, pre-push, manual ] +- id: detect-aws-credentials + name: detect aws credentials + description: detects *your* aws credentials from the aws cli credentials file. + entry: detect-aws-credentials + language: python + types: [ text ] +- id: detect-private-key + name: detect private key + description: detects the presence of private keys. + entry: detect-private-key + language: python + types: [ text ] +- id: sort-simple-yaml + name: sort simple yaml files + description: sorts simple yaml files which consist only of top-level keys, preserving comments and blocks. + language: python + entry: sort-simple-yaml + files: '^$' +- id: trailing-whitespace + name: trim trailing whitespace + description: trims trailing whitespace. + entry: trailing-whitespace-fixer + language: python + types: [ text ] + stages: [ pre-commit, pre-push, manual ] + minimum_pre_commit_version: 3.2.0 diff --git a/.python-version b/.python-version index 24ee5b1..1058734 100644 --- a/.python-version +++ b/.python-version @@ -1 +1 @@ -3.13 +3.13 diff --git a/code_agent/.github/change_2_local_workflows/llm-review.yml b/code_agent/.github/change_2_local_workflows/llm-review.yml new file mode 100644 index 0000000..f12eeb9 --- /dev/null +++ b/code_agent/.github/change_2_local_workflows/llm-review.yml @@ -0,0 +1,32 @@ +# .github/workflows/llm-review.yml +name: LLM Code Review + +on: + push: + branches: [ main ] + +jobs: + review: + runs-on: macos-latest + + steps: + - uses: actions/checkout@v4 + + - name: Set up Python + uses: actions/setup-python@v4 + with: + python-version: '3.13' + + - name: Install dependencies + run: | + uv pip install --upgrade pip + uv pip install -r requirements.txt + # Ollama will run on the host; make sure the container image or host has it + + - name: Run coding agent + run: | + uv run python ci/run_agent.py + + - name: Sanity check + run: | + uv run python ci/check_output.py diff --git a/code_agent/README.qmd b/code_agent/README.qmd index 7f60d55..24dd109 100644 --- a/code_agent/README.qmd +++ b/code_agent/README.qmd @@ -49,4 +49,4 @@ pytest ## Configuration -Edit `code_agent/config/llm_config.json` for LLM settings. Default model: `gpt-oss:20b-cloud` +Edit `.env` at the project root for LLM settings. Default model: `gpt-oss:20b-cloud` diff --git a/code_agent/__init__.py b/code_agent/__init__.py index ec791f3..a6bf86a 100644 --- a/code_agent/__init__.py +++ b/code_agent/__init__.py @@ -11,6 +11,19 @@ from .file_generator import create_from_template, py_to_ipynb, write_file from .main import create_llm, load_config +# OAP-inspired capability layer (public API) +from .capabilities.audit import AuditLog, Receipt +from .capabilities.base import Capability, CapabilityBase, RiskClass +from .capabilities.envelope import InvocationRequest, InvocationResponse +from .capabilities.registry import CapabilityRegistry +from .capabilities.tool_adapter import tool_to_capability + +# Provider-agnostic LLM layer (public API) +from .providers.base import LLMProvider, ProviderBase +from .providers.factory import create_provider +from .providers.ollama import OllamaProvider +from .providers.openai import OpenAIProvider + # Explicitly expose the public API members __all__ = [ @@ -19,10 +32,24 @@ "InvalidToolError", "build_agent", "create_default_tools", - "create_from_template", - "create_llm", "create_project_scaffold", - "load_config", + "create_from_template", "py_to_ipynb", "write_file", + "create_llm", + "load_config", + "AuditLog", + "Capability", + "CapabilityBase", + "CapabilityRegistry", + "InvocationRequest", + "InvocationResponse", + "Receipt", + "RiskClass", + "tool_to_capability", + "create_provider", + "LLMProvider", + "OllamaProvider", + "OpenAIProvider", + "ProviderBase", ] diff --git a/code_agent/capabilities/__init__.py b/code_agent/capabilities/__init__.py new file mode 100644 index 0000000..8d59a51 --- /dev/null +++ b/code_agent/capabilities/__init__.py @@ -0,0 +1,15 @@ +# capabilities/__init__.py +"""Capability layer: protocol, base class and risk classes. + +Exposes the public names of the OAP-inspired capability contract. +""" + +from __future__ import annotations + +from .base import Capability, CapabilityBase, RiskClass + +__all__ = [ + "Capability", + "CapabilityBase", + "RiskClass", +] diff --git a/code_agent/capabilities/audit.py b/code_agent/capabilities/audit.py new file mode 100644 index 0000000..6723c52 --- /dev/null +++ b/code_agent/capabilities/audit.py @@ -0,0 +1,105 @@ +"""Append-only, hash-chained audit log for capability invocations. + +Receipts form a tamper-evident chain: each receipt's ``receipt_hash`` is +computed over the previous receipt's hash plus the current invocation +details, so altering any entry breaks every subsequent hash in the chain. + +This is *our own* OAP-inspired implementation — not a copy of the OAP spec. +""" + +from __future__ import annotations + +import hashlib +import json +from datetime import datetime, timezone +from pathlib import Path + +from pydantic import BaseModel + + +class Receipt(BaseModel): + """Immutable record of a single capability invocation. + + Attributes: + request_id: Unique identifier of the invocation request. + capability_id: Stable identifier of the invoked capability. + status: Outcome of the invocation (e.g. "ok" | "error"). + timestamp: UTC ISO-8601 timestamp of when the receipt was created. + prev_hash: Hash of the previous receipt in the chain (tamper link). + receipt_hash: Hash of this receipt's own contents. + """ + + request_id: str + capability_id: str + status: str + timestamp: str + prev_hash: str + receipt_hash: str + + +def _hash(*parts: str) -> str: + """Return the SHA-256 hex digest of the pipe-joined parts.""" + return hashlib.sha256("|".join(parts).encode("utf-8")).hexdigest() + + +class AuditLog: + """Append-only, hash-chained audit log of capability invocations. + + Receipts can only be added via :meth:`record`; they are never mutated or + removed. Each new receipt links to the previous one through ``prev_hash``, + providing tamper evidence for the full chain. + + Args: + path: Optional file to persist each receipt as a JSON line. + """ + + def __init__(self, path: Path | None = None) -> None: + self._path = Path(path) if path else None + self._last_hash = "GENESIS" + self._receipts: list[Receipt] = [] + + def record( + self, request_id: str, capability_id: str, status: str + ) -> Receipt: + """Append a receipt for a capability invocation. + + Args: + request_id: Unique identifier of the invocation request. + capability_id: Stable identifier of the invoked capability. + status: Outcome of the invocation (e.g. "ok" | "error"). + + Returns: + The created receipt, chained to the previous one. + """ + timestamp = datetime.now(timezone.utc).isoformat() + receipt_hash = _hash( + self._last_hash, request_id, capability_id, status, timestamp + ) + receipt = Receipt( + request_id=request_id, + capability_id=capability_id, + status=status, + timestamp=timestamp, + prev_hash=self._last_hash, + receipt_hash=receipt_hash, + ) + self._last_hash = receipt_hash + self._receipts.append(receipt) + if self._path is not None: + with self._path.open("a", encoding="utf-8") as fp: + fp.write(json.dumps(receipt.model_dump()) + "\n") + return receipt + + def read_chain(self) -> list[Receipt]: + """Return the full receipt chain in append order. + + Returns: + A copy of the receipts recorded so far; the internal log is + never exposed for mutation. + """ + return list(self._receipts) + + @property + def last_hash(self) -> str: + """Return the hash of the most recently recorded receipt.""" + return self._last_hash diff --git a/code_agent/capabilities/base.py b/code_agent/capabilities/base.py new file mode 100644 index 0000000..1a8acd7 --- /dev/null +++ b/code_agent/capabilities/base.py @@ -0,0 +1,107 @@ +# capabilities/base.py +"""Core capability contract for the OAP-inspired layer. + +Defines the ``Capability`` protocol (the public interface every capability +must satisfy) and ``CapabilityBase`` (a convenient ABC that implements the +protocol's ``invoke`` dispatch and validation). ``RiskClass`` provides the +canonical risk levels used to gate high-risk capabilities. +""" + +from __future__ import annotations + +from abc import ABC, abstractmethod +from typing import Any, ClassVar, Protocol, runtime_checkable + +from pydantic import BaseModel + + +class RiskClass: + """Canonical risk levels for capabilities. + + Used to gate invocation: high-risk capabilities require explicit + approval before execution. + """ + + LOW = "low" + MEDIUM = "medium" + HIGH = "high" + + +@runtime_checkable +class Capability(Protocol): + """Structural contract every capability must satisfy. + + Attributes: + id: Stable identifier, e.g. ``"read-file"``. + intent: Human description of what the capability does. + input_model: Pydantic model validating the invocation params. + output_model: Pydantic model describing the invocation result. + risk_class: One of :data:`RiskClass` values. + """ + + id: str + intent: str + input_model: type[BaseModel] + output_model: type[BaseModel] + risk_class: str + + def invoke(self, params: BaseModel) -> BaseModel: + """Execute the capability against validated ``params``.""" + ... + + +class CapabilityBase(ABC): + """Base class for capabilities. Subclass and implement ``_execute``. + + Subclasses must set the ``id``, ``intent``, ``input_model`` and + ``output_model`` class attributes. ``invoke`` validates that ``params`` + is an instance of ``input_model`` before delegating to ``_execute``. + """ + + id: ClassVar[str] + intent: ClassVar[str] + input_model: ClassVar[type[BaseModel]] + output_model: ClassVar[type[BaseModel]] + risk_class: ClassVar[str] = RiskClass.LOW + + def invoke(self, params: BaseModel) -> BaseModel: + """Validate ``params`` and delegate to ``_execute``. + + Args: + params: The invocation parameters, an instance of ``input_model``. + + Returns: + The capability result, an instance of ``output_model``. + + Raises: + TypeError: If ``params`` is not an instance of ``input_model``. + """ + if not isinstance(params, self.input_model): + raise TypeError(f"expected {self.input_model.__name__}") + return self._execute(params) + + @abstractmethod + def _execute(self, params: BaseModel) -> BaseModel: + """Implement the capability's actual behavior. + + Args: + params: Validated invocation parameters. + + Returns: + The capability result. + """ + ... + + def describe(self) -> dict[str, Any]: + """Return a JSON-serializable description of the capability. + + Includes the id, intent, risk class and the JSON schemas of the + input and output models. + """ + return { + "id": self.id, + "intent": self.intent, + "risk_class": self.risk_class, + "input_schema": self.input_model.model_json_schema(), + "output_schema": self.output_model.model_json_schema(), + } diff --git a/code_agent/capabilities/envelope.py b/code_agent/capabilities/envelope.py new file mode 100644 index 0000000..0d9a873 --- /dev/null +++ b/code_agent/capabilities/envelope.py @@ -0,0 +1,55 @@ +# capabilities/envelope.py +"""Invocation envelopes for the capability layer. + +These Pydantic v2 models define the request/response contract used to +invoke capabilities. Every capability call is wrapped in an +:class:`InvocationRequest` and returns an :class:`InvocationResponse`, +giving a uniform, auditable interface across all capabilities. +""" + +from __future__ import annotations + +from datetime import datetime, timezone +from typing import Any, Literal + +from pydantic import BaseModel, Field + + +class InvocationRequest(BaseModel): + """A request to invoke a capability. + + Attributes: + request_id: Unique identifier for this invocation. + capability_id: Stable identifier of the capability to invoke. + params: Typed parameters for the capability. + caller: Optional identifier of the calling entity. + created_at: ISO-8601 timestamp of when the request was created. + """ + + request_id: str + capability_id: str + params: dict[str, Any] = Field(default_factory=dict) + caller: str | None = None + created_at: str = Field( + default_factory=lambda: datetime.now(timezone.utc).isoformat() + ) + + +class InvocationResponse(BaseModel): + """The result of invoking a capability. + + Attributes: + request_id: Echoes the request_id of the originating request. + capability_id: Stable identifier of the invoked capability. + status: Outcome of the invocation, either "ok" or "error". + result: Structured result payload on success. + error: Error message when status is "error". + duration_ms: Wall-clock duration of the invocation in milliseconds. + """ + + request_id: str + capability_id: str + status: Literal["ok", "error"] = "ok" + result: dict[str, Any] | None = None + error: str | None = None + duration_ms: int = 0 diff --git a/code_agent/capabilities/registry.py b/code_agent/capabilities/registry.py new file mode 100644 index 0000000..e10b3bf --- /dev/null +++ b/code_agent/capabilities/registry.py @@ -0,0 +1,172 @@ +# capabilities/registry.py +"""Capability registry: registration, discovery and dispatch. + +The :class:`CapabilityRegistry` is the central entry point for invoking +capabilities. It validates invocation params against each capability's +``input_model``, gates high-risk capabilities, dispatches to the capability +and records every invocation as an audit :class:`Receipt`. +""" + +from __future__ import annotations + +import time +from typing import Any, Literal + +from pydantic import BaseModel, ValidationError + +from .audit import AuditLog, Receipt +from .base import Capability, RiskClass +from .envelope import InvocationRequest, InvocationResponse + + +class CapabilityRegistry: + """Registry of capabilities with discovery and dispatch. + + Args: + audit_log: Optional :class:`AuditLog` used to record every dispatch. + A fresh in-memory log is created when omitted. + """ + + def __init__(self, audit_log: AuditLog | None = None) -> None: + self._capabilities: dict[str, Capability] = {} + self._audit_log = audit_log if audit_log is not None else AuditLog() + + def register(self, capability: Capability) -> None: + """Register a capability under its ``id``. + + Registering a capability whose id is already present replaces the + previous entry. + + Args: + capability: The capability instance to register. + """ + self._capabilities[capability.id] = capability + + def discover(self) -> list[dict[str, Any]]: + """Return metadata for all registered capabilities. + + Returns: + A list of dicts, one per capability, each containing ``id``, + ``intent``, ``risk_class`` and the JSON schema of the + ``input_model``. + """ + return [ + { + "id": capability.id, + "intent": capability.intent, + "risk_class": capability.risk_class, + "input_schema": capability.input_model.model_json_schema(), + } + for capability in self._capabilities.values() + ] + + def dispatch( + self, request: InvocationRequest + ) -> tuple[InvocationResponse, Receipt]: + """Validate, gate and invoke a capability, recording an audit receipt. + + Args: + request: The invocation request to dispatch. + + Returns: + A tuple of the invocation response and the audit receipt recorded + for this dispatch. + """ + started = time.perf_counter() + capability = self._capabilities.get(request.capability_id) + + if capability is None: + return self._finish( + request, + started, + status="error", + error=f"unknown capability: {request.capability_id}", + ) + + if capability.risk_class == RiskClass.HIGH: + return self._finish( + request, + started, + status="error", + error=( + f"capability '{request.capability_id}' is high-risk " + "and requires explicit approval" + ), + ) + + try: + params = capability.input_model.model_validate(request.params) + except ValidationError as exc: + return self._finish( + request, + started, + status="error", + error=f"invalid params: {exc}", + ) + + try: + result = capability.invoke(params) + except Exception as exc: # noqa: BLE001 - surfaced in the response + return self._finish( + request, + started, + status="error", + error=f"invocation failed: {exc}", + ) + + return self._finish( + request, started, status="ok", result=self._to_dict(result) + ) + + def _finish( + self, + request: InvocationRequest, + started: float, + status: Literal["ok", "error"], + result: dict[str, Any] | None = None, + error: str | None = None, + ) -> tuple[InvocationResponse, Receipt]: + """Build the response, record the audit receipt and return both. + + Args: + request: The invocation request being dispatched. + started: ``time.perf_counter()`` value captured at dispatch start. + status: Outcome of the invocation, "ok" or "error". + result: Structured result payload on success. + error: Error message when status is "error". + + Returns: + A tuple of the invocation response and the audit receipt. + """ + duration_ms = int((time.perf_counter() - started) * 1000) + response = InvocationResponse( + request_id=request.request_id, + capability_id=request.capability_id, + status=status, + result=result, + error=error, + duration_ms=duration_ms, + ) + receipt = self._audit_log.record( + request_id=request.request_id, + capability_id=request.capability_id, + status=status, + ) + return response, receipt + + @staticmethod + def _to_dict(result: Any) -> dict[str, Any]: + """Normalize an invocation result to a JSON-serializable dict. + + Args: + result: The capability's output, typically an ``output_model`` + instance. + + Returns: + A dict representation of the result. + """ + if isinstance(result, BaseModel): + return result.model_dump() + if isinstance(result, dict): + return result + return {"value": result} diff --git a/code_agent/capabilities/tool_adapter.py b/code_agent/capabilities/tool_adapter.py new file mode 100644 index 0000000..b32b27e --- /dev/null +++ b/code_agent/capabilities/tool_adapter.py @@ -0,0 +1,133 @@ +# capabilities/tool_adapter.py +"""Adapt LangChain ``BaseTool`` instances into :class:`Capability` objects. + +The :func:`tool_to_capability` factory wraps an existing LangChain tool so it +can be registered in a :class:`CapabilityRegistry` and dispatched through the +standard envelope flow. Tool behavior is preserved: ``invoke`` delegates to +the tool's ``_run`` with the same keyword arguments LangChain would pass. +""" + +from __future__ import annotations + +from collections.abc import Callable +from typing import Any + +from langchain.tools import BaseTool +from pydantic import BaseModel + +from .base import CapabilityBase, RiskClass + +# Name fragments that suggest a tool only reads, never mutates state. +_READ_ONLY_HINTS: tuple[str, ...] = ( + "read", + "search", + "lookup", + "list", + "get", + "explain", + "inspect", +) + + +class ToolResult(BaseModel): + """Uniform output model for an adapted tool invocation. + + Attributes: + output: The raw value returned by the underlying tool. + """ + + output: Any + + +def _kebab_case(name: str) -> str: + """Normalize a tool name into a kebab-case capability id. + + Args: + name: The tool's ``name`` attribute. + + Returns: + The name lower-cased with underscores and spaces replaced by + hyphens. + """ + return name.strip().lower().replace("_", "-").replace(" ", "-") + + +def _infer_risk_class(tool: BaseTool) -> str: + """Heuristically assign a risk class to a tool. + + Tools whose names contain read-only hints are treated as low risk; + everything else is medium risk. This is a simple heuristic — callers + may override it with an explicit ``risk_class``. + + Args: + tool: The tool to classify. + + Returns: + One of the :data:`RiskClass` values. + """ + lowered = tool.name.lower() + if any(hint in lowered for hint in _READ_ONLY_HINTS): + return RiskClass.LOW + return RiskClass.MEDIUM + + +def _make_execute(tool: BaseTool) -> Callable[[BaseModel], BaseModel]: + """Build the ``_execute`` implementation delegating to a tool. + + The returned callable mirrors ``CapabilityBase._execute``: it receives + validated parameters and returns an ``output_model`` instance. It invokes + the tool's synchronous ``_run`` unchanged, falling back to the public + ``invoke`` only for tools that do not implement ``_run``. + + Args: + tool: The LangChain tool to delegate to. + + Returns: + A callable from validated params to a :class:`ToolResult`. + """ + + def execute(params: BaseModel) -> BaseModel: + tool_args = params.model_dump() + try: + output = tool._run(**tool_args) + except NotImplementedError: + output = tool.invoke(tool_args) + return ToolResult(output=output) + + return execute + + +def tool_to_capability( + tool: BaseTool, risk_class: str | None = None +) -> CapabilityBase: + """Wrap a LangChain ``BaseTool`` into a :class:`CapabilityBase`. + + A dedicated ``CapabilityBase`` subclass is created per tool so the + derived ``id``, ``intent`` and ``input_model`` are stable class-level + attributes. The capability id is the tool's kebab-cased name, the intent + is the tool's description, and the input model is the tool's + ``args_schema``. + + Args: + tool: The LangChain tool to adapt. + risk_class: Optional explicit risk class; when omitted it is inferred + from the tool name (read-only hints map to low risk). + + Returns: + A capability wrapping ``tool``, ready for registration in a + :class:`CapabilityRegistry`. + """ + capability_cls = type( + "ToolCapability", + (CapabilityBase,), + { + "__module__": __name__, + "id": _kebab_case(tool.name), + "intent": tool.description or tool.name, + "input_model": tool.args_schema or BaseModel, + "output_model": ToolResult, + "risk_class": risk_class or _infer_risk_class(tool), + "_execute": staticmethod(_make_execute(tool)), + }, + ) + return capability_cls() diff --git a/code_agent/cli.py b/code_agent/cli.py index 60f95d8..a5ab6ac 100644 --- a/code_agent/cli.py +++ b/code_agent/cli.py @@ -9,6 +9,10 @@ * ``scaffold`` – generate a minimal project structure. * ``py2ipynb`` – convert a Python script to a Jupyter notebook. * ``docs`` – generate Quarto documentation for the current tree. +* ``chat`` – start an interactive chat session with the agent. +* ``capabilities list`` – list the registered capabilities. +* ``capabilities invoke`` – dispatch an invocation through the registry. +* ``serve`` – start the LLM provider selected by the config. Implementation details ---------------------- @@ -20,29 +24,245 @@ :func:`code_agent.file_generator.py_to_ipynb`. * ``scaffold`` uses :func:`code_agent.file_generator.create_project_scaffold`. * ``docs`` simply calls :func:`code_agent.docs_generator.generate_quarto_docs`. +* ``capabilities`` commands build a :class:`CapabilityRegistry` populated + with the default tools adapted via :func:`tool_to_capability`, then + discover or dispatch through it. +* ``serve`` selects a provider via :func:`create_provider` from the config + and runs a small read‑eval‑print loop against ``provider.complete``. * Errors are wrapped in :class:`code_agent.exceptions.CodeAgentError` to The CLI is intentionally **stateless** – it performs the requested action and exits. All heavy lifting is done by the helper functions. """ +from __future__ import annotations + +import json import subprocess +import sys +import uuid from pathlib import Path +from typing import Any import typer from code_agent.agents.base_agent import build_agent, create_default_tools +from code_agent.capabilities.audit import Receipt +from code_agent.capabilities.envelope import ( + InvocationRequest, + InvocationResponse, +) +from code_agent.capabilities.registry import CapabilityRegistry +from code_agent.capabilities.tool_adapter import tool_to_capability from code_agent.docs_generator import generate_quarto_docs from code_agent.exceptions import CodeAgentError from code_agent.file_generator import py_to_ipynb, write_file from code_agent.main import create_llm, load_config +from code_agent.providers.factory import create_provider from code_agent.scaffold import create_project_scaffold app = typer.Typer(name="code_agent", help="Local LLM‑driven code assistant") +def _build_registry(root_dir: str | None = None) -> CapabilityRegistry: + """Build a registry populated with the default tool‑adapted capabilities. + + Each default tool that can be constructed without an LLM is wrapped via + :func:`tool_to_capability` and registered under its kebab‑cased id. Tools + that require an LLM (e.g. ``search-explain``, ``generate-test``) are + intentionally omitted so ``capabilities`` commands stay stateless and do + not require a running model backend. + + Args: + root_dir: Root directory the tools operate within; defaults to the + current working directory. + + Returns: + A :class:`CapabilityRegistry` with the adapted tools registered. + """ + registry = CapabilityRegistry() + for tool in create_default_tools(root_dir=root_dir): + registry.register(tool_to_capability(tool)) # type: ignore[arg-type] + return registry + + +def _echo_response(response: InvocationResponse, receipt: Receipt) -> None: + """Print an invocation response and its audit receipt. + + Args: + response: The invocation response to display. + receipt: The audit receipt recorded for the dispatch. + """ + if response.status == "error": + typer.echo(f"status: error") + typer.echo(f"error: {response.error}") + else: + typer.echo(f"status: ok") + typer.echo(f"result: {json.dumps(response.result, default=str)}") + typer.echo(f"duration_ms: {response.duration_ms}") + typer.echo( + f"receipt: request_id={receipt.request_id} " + f"status={receipt.status} timestamp={receipt.timestamp} " + f"receipt_hash={receipt.receipt_hash}" + ) + + +capabilities_app = typer.Typer( + help="Inspect and invoke the registered capabilities." +) +app.add_typer(capabilities_app, name="capabilities") + + +@capabilities_app.command("list", help="List all registered capabilities.") +def capabilities_list() -> None: + """List every registered capability (id, intent, risk class). + + The catalog is built from the default tools adapted into capabilities. + Each row shows the capability ``id``, its ``risk_class`` and its + ``intent`` (a human description of what the capability does). + """ + capabilities = _build_registry().discover() + if not capabilities: + typer.echo("No capabilities registered.") + return + + rows: list[tuple[str, str, str]] = [ + (cap["id"], cap["risk_class"], cap["intent"]) for cap in capabilities + ] + id_width = max(len(row[0]) for row in rows) + risk_width = max(len(row[1]) for row in rows) + for cap_id, risk_class, intent in rows: + typer.echo( + f"{cap_id:<{id_width}} {risk_class:<{risk_width}} {intent}" + ) + + +@capabilities_app.command( + "invoke", help="Dispatch a request through the registry." +) +def capabilities_invoke( + capability_id: str = typer.Argument( + ..., help="Identifier of the capability to invoke." + ), + params: str = typer.Option( + "{}", help="JSON object of invocation parameters." + ), +) -> None: + """Invoke a capability and print the response and audit receipt. + + Builds an :class:`InvocationRequest` for ``capability_id`` with the + supplied ``params`` (a JSON object), dispatches it through the registry + and prints the resulting :class:`InvocationResponse` together with the + hash‑chained audit :class:`Receipt`. A non‑zero exit code is returned + when the dispatch reports an error. + + Args: + capability_id: Stable identifier of the capability to invoke. + params: JSON object of parameters for the capability. + """ + try: + parsed_params: dict[str, Any] = json.loads(params) + except json.JSONDecodeError as exc: + raise CodeAgentError(f"Invalid --params JSON: {exc}") from exc + + request = InvocationRequest( + request_id=uuid.uuid4().hex, + capability_id=capability_id, + params=parsed_params, + caller="cli", + ) + response, receipt = _build_registry().dispatch(request) + _echo_response(response, receipt) + if response.status == "error": + raise typer.Exit(code=1) + + +@app.command(help="Start the LLM provider selected by the config.") +def serve( + config_path: str | None = typer.Option( + None, + help="Optional path to a JSON configuration file (overrides .env settings).", + ), + web: bool = typer.Option( + False, + "--web", + is_flag=True, + help="Serve the web UI instead of the console loop.", + ), + web_host: str = typer.Option( + "127.0.0.1", + "--web-host", + help="Host to bind the web UI server to.", + ), + web_port: int = typer.Option( + 8000, + "--web-port", + help="Port to bind the web UI server to.", + ), +) -> None: + """Start the provider selected by the config and serve prompts. + + Loads the config, constructs the provider via :func:`create_provider` + and runs a small read‑eval‑print loop: each line of input is sent to + ``provider.complete`` and the completion is printed. Type ``exit``, + ``quit`` or ``q`` (or press Ctrl‑C) to end the session. + + With ``--web`` the command instead starts a local HTTP server for the + web UI (``code_agent.ui.web``): ``GET /capabilities`` lists the + capability catalog and ``POST /invoke`` dispatches audited invocations. + The built React app is served from ``code_agent/ui/webapp/dist`` when + present. The server binds to ``127.0.0.1:8000``; pass ``--web-port`` to + change the port. No API keys or prompt content are ever logged. + + Args: + config_path: Path to the JSON configuration file. + web: Whether to serve the web UI instead of the console loop. + web_host: Host to bind the web UI server to. + web_port: Port to bind the web UI server to. + """ + if web: + import uvicorn + + typer.echo(f"Web UI at http://{web_host}:{web_port}") + uvicorn.run( + "code_agent.ui.web:app", + host=web_host, + port=web_port, + log_level="info", + ) + return + + try: + cfg = load_config(config_path) + provider = create_provider(cfg) + except Exception as exc: # pragma: no cover – exercised via tests + raise CodeAgentError(str(exc)) from exc + + model = getattr(provider, "model", "unknown") + typer.echo(f"Serving provider '{provider.name}' (model: {model}).") + typer.echo("Type 'exit', 'quit' or 'q' to end the session.") + + while True: + try: + prompt = input("You: ").strip() + except (EOFError, KeyboardInterrupt): + typer.echo("\nGoodbye!") + break + if not prompt: + continue + if prompt.lower() in {"exit", "quit", "q"}: + typer.echo("Goodbye!") + break + try: + response = provider.complete([{"role": "user", "content": prompt}]) + except Exception as exc: # noqa: BLE001 – surfaced to the user + typer.echo(f"Error: {exc}") + continue + typer.echo(response) + + @app.command(help="Create a new file with the supplied content.") def create( file_path: Path = typer.Argument( @@ -321,10 +541,6 @@ def _display_agent_response(response, conversation_state): return conversation_state -# Register the chat command -app.command(help="Start an interactive chat session with the code agent")(chat) - - def main() -> None: # pragma: no cover – thin wrapper """Entry point used by ``python -m code_agent.cli``. @@ -335,6 +551,4 @@ def main() -> None: # pragma: no cover – thin wrapper if __name__ == "__main__": # This allows the script to be run directly with `python -m code_agent.cli` - import sys - main() diff --git a/code_agent/config/llm_config.json b/code_agent/config/llm_config.json deleted file mode 100644 index 19221ff..0000000 --- a/code_agent/config/llm_config.json +++ /dev/null @@ -1,13 +0,0 @@ -{ - "model": "gpt-oss:20b-cloud", - "temperature": 0.7, - "max_tokens": 6000, - "stream": true, - "auth_token": null, - "root_dir": ".", - "system_prompt": "You are an elite software architect and data science expert with deep knowledge of Python, R, and modern development practices.\n\nCAPABILITIES:\n- Design and implement complete, production-ready systems\n- Perform sophisticated code analysis and refactoring\n- Create comprehensive documentation and explanations\n- Solve complex algorithmic and architectural challenges\n- Optimize performance and maintainability\n- Apply advanced design patterns and best practices\n\nAPPROACH:\n- Provide thorough, well-reasoned solutions\n- Consider edge cases and potential issues\n- Write clean, maintainable, well-documented code\n- Explain complex concepts clearly and completely\n- Suggest improvements and alternatives\n- Think holistically about system design\n\nSTANDARDS:\n- Production-quality code with proper error handling\n- Comprehensive docstrings and comments\n- Type hints and validation where appropriate\n- Following language-specific conventions (PEP 8, tidyverse style)\n- Security and performance considerations\n- Scalability and maintainability focus\n\nWhen using tools, use them strategically to gather information before providing complete solutions.\nNever give minimal or toy examples - always provide professional, complete implementations.", - "verbose": true, - "log_level": "INFO", - "max_iterations": 50, - "max_execution_time": 5000 -} diff --git a/code_agent/main.py b/code_agent/main.py index 18a4dad..3157e90 100644 --- a/code_agent/main.py +++ b/code_agent/main.py @@ -12,14 +12,15 @@ import logging import sys -from collections.abc import Sequence +from collections.abc import Callable, Sequence from pathlib import Path from typing import Any # LangChain imports from langchain_chroma import Chroma from langchain_community.embeddings import GPT4AllEmbeddings -from langchain_core.language_models import BaseChatModel +from langchain_core.callbacks.manager import CallbackManagerForLLMRun +from langchain_core.language_models import BaseChatModel, LanguageModelInput from langchain_core.messages import AIMessage, BaseMessage, HumanMessage from langchain_core.outputs import ChatGeneration, ChatResult from langchain_core.runnables import Runnable @@ -28,6 +29,7 @@ # Local imports from code_agent.agents.base_agent import create_default_tools from code_agent.graph import build_graph +from code_agent.settings import Settings, get_settings log = logging.getLogger(__name__) @@ -38,15 +40,18 @@ # --------------------------------------------------------------------------- -def load_config( - config_path: str = "code_agent/config/llm_config.json", -) -> dict[str, Any]: - """Load JSON config, tolerant to missing file. +def load_config(config_path: str | None = None) -> dict[str, Any]: + """Load configuration as a dictionary. + + When *config_path* is provided the JSON file at that location is loaded + (legacy override). When it is ``None`` the typed application settings are + returned instead, so the ``.env`` file / environment remain the single + source of truth. Parameters ---------- config_path: - Path to the JSON configuration file. If the path points to a + Optional path to a JSON configuration file. If the path points to a directory, the function will look for ``llm_config.json`` inside. Returns @@ -54,19 +59,15 @@ def load_config( Dict[str, Any] Parsed configuration dictionary. """ + if config_path is None: + return get_settings().model_dump() + cfg_file = Path(config_path) if cfg_file.is_dir(): cfg_file = cfg_file / "llm_config.json" if not cfg_file.exists(): - script_dir = Path(__file__).parent - alt = script_dir / "config" / "llm_config.json" - if alt.exists(): - cfg_file = alt - else: - raise FileNotFoundError( - f"Config file not found: {config_path} or {alt}" - ) + raise FileNotFoundError(f"Config file not found: {config_path}") with cfg_file.open("r", encoding="utf-8") as f: return json.load(f) @@ -77,24 +78,42 @@ def load_config( # --------------------------------------------------------------------------- -def create_llm(cfg: dict[str, Any]) -> BaseChatModel: +def create_llm(cfg: Settings | dict[str, Any]) -> BaseChatModel: """Create an LLM instance from config, with graceful fallback. The function supports an Ollama‑style backend and falls back to a lightweight dummy model that returns an error message when the real LLM cannot be initialised. + + Parameters + ---------- + cfg: + Either a :class:`~code_agent.settings.Settings` instance or a plain + configuration dictionary (e.g. from :func:`load_config`). """ + if isinstance(cfg, Settings): + cfg = cfg.model_dump() + scheme = cfg.get("ollama_scheme", "http") host = cfg.get("ollama_host", "localhost") port = cfg.get("ollama_port", 11434) model = cfg.get("ollama_model", "gpt-oss:20b-cloud") temperature = cfg.get("temperature", 0.7) + # ``ChatOllama`` is constructed lazily and never contacts the server, so an + # invalid port would otherwise slip through and fail only at request time. + # Build the URL up front and validate the port eagerly so bad configs + # route to the graceful ``_FallbackLLM`` instead of hanging on a connection. base_url = f"{scheme}://{host}:{port}" try: from langchain_ollama import ChatOllama + try: + int(port) + except (TypeError, ValueError): + raise ValueError(f"Invalid ollama_port: {port!r}") + return ChatOllama( model=model, base_url=base_url, temperature=temperature ) @@ -110,7 +129,11 @@ def __init__(self, err: Exception, base_url: str, **kwargs: Any): self._base_url = base_url def _generate( - self, messages: list, stop: list | None = None, **kwargs: Any + self, + messages: list[BaseMessage], + stop: list[str] | None = None, + run_manager: CallbackManagerForLLMRun | None = None, + **kwargs: Any, ) -> ChatResult: content = json.dumps({ "error": "LLM unavailable", @@ -130,8 +153,12 @@ def _llm_type(self) -> str: return "fallback" def bind_tools( - self, tools: list[BaseTool], **kwargs: Any - ) -> Runnable[Any, BaseMessage]: + self, + tools: Sequence[ + dict[str, Any] | type | Callable[..., Any] | BaseTool + ], + **kwargs: Any, + ) -> Runnable[LanguageModelInput, AIMessage]: return self # Simply return self for fallback LLM return _FallbackLLM(exc, base_url) @@ -294,7 +321,7 @@ def _update_history_and_persist( print(final_response.content) chat_history.append(final_response) vectorstore.add_texts( - texts=[user_input, final_response.content], + texts=[user_input, str(final_response.content)], metadatas=[ {"type": "user_query"}, {"type": "agent_response"}, diff --git a/code_agent/project_tools/docs_generator.py b/code_agent/project_tools/docs_generator.py new file mode 100644 index 0000000..1af42c1 --- /dev/null +++ b/code_agent/project_tools/docs_generator.py @@ -0,0 +1,272 @@ +""" +Generate Quarto (.qmd) documentation files from repository structure. +This inspects files, extracts basic metadata and writes user-friendly .qmd pages +(README.qmd, CODE_AGENT.qmd, FILES.qmd). Optionally uses an LLM to generate content. + +Usage: + from code_agent.docs_generator import generate_quarto_docs + generate_quarto_docs(output_dir='docs', overwrite=True, use_llm=True) +""" + +from __future__ import annotations + +from pathlib import Path + +from langchain_core.language_models.chat_models import BaseChatModel + +from ..tools.file_generator import write_file + + +def _gather_repo_info(root: Path) -> dict[str, list[str]]: + """Gather information about files in the repository. + + Args: + root: Root directory to scan + + Returns: + Dictionary with lists of file paths by type + """ + py_files = [] + data_files = [] + notebooks = [] + tests = [] + + for p in root.rglob("*"): + if p.is_file(): + if p.suffix == ".py": + py_files.append(p.relative_to(root).as_posix()) + elif p.suffix in (".csv", ".tsv", ".json"): + data_files.append(p.relative_to(root).as_posix()) + elif p.suffix in (".ipynb", ".qmd"): + notebooks.append(p.relative_to(root).as_posix()) + elif p.parts and "tests" in p.parts: + tests.append(p.relative_to(root).as_posix()) + + return { + "py_files": sorted(set(py_files)), + "data_files": sorted(set(data_files)), + "notebooks": sorted(set(notebooks)), + "tests": sorted(set(tests)), + } + + +def _render_readme_qmd(info: dict[str, list[str]]) -> str: + """Generate content for README.qmd. + + Args: + info: Dictionary containing file information from _gather_repo_info() + + Returns: + String containing the README.qmd content + """ + lines = [ + "---", + 'title: "Project overview"', + "format:", + " markdown_docs:", + " css: docs/styles/custom.css", + "---\n", + "# Project overview\n", + "This project contains an automated pipeline and a small code agent used to create ", + "and edit files and documentation locally (Quarto).", + "\n## Contents\n", + "* Top-level Python modules and scripts (auto-detected)", + ] + + # Add Python files + for p in info["py_files"][:50]: + lines.append(f"- `{p}`") + if len(info["py_files"]) > 50: + lines.append(f"- ... ({len(info['py_files']) - 50} more)") + + # Add data files section + lines.extend( + [ + "\n## Data files\n", + *(f"- `{p}`" for p in info["data_files"][:50]), + *( + ["No common data files detected in `data/`"] + if not info["data_files"] + else [] + ), + ] + ) + + # Add notebooks section + lines.append("\n## Notebooks & docs\n") + for p in info["notebooks"][:50]: + lines.append(f"- `{p}`") + + # Add tests section + lines.append("\n## Tests\n") + for p in info["tests"][:50]: + lines.append(f"- `{p}`") + + # Add how to run section + lines.extend( + [ + "\n## How to run the pipeline\n", + "See `RUN_MISTRAL.qmd` for detailed instructions about running the analysis pipeline.", + "\n## CodeAgent\n", + "The `code_agent` package provides commands to create files, preview edits (dry-run), ", + "convert `.py` -> `.ipynb`, and scaffold new projects. Use `python -m code_agent.cli --help` for " + "details.", + ] + ) + + return "\n".join(lines) + + +def _render_code_agent_qmd() -> str: + """Generate content for CODE_AGENT.qmd. + + Returns: + String containing the CODE_AGENT.qmd content + """ + return """--- +title: "Code Agent" +format: + markdown_docs: + css: docs/styles/custom.css +--- + +# Code Agent + +`code_agent` is a small local utility that provides: + +- File creation and editing (atomic writes) +- Preview edits with unified diff (`--dry-run`) +- Convert Python scripts with `# %%` to notebooks +- Scaffold a new project (docs, src, tests, CI) + +## CLI examples + +```bash +python -m code_agent.cli --dry-run create README.qmd "# Title" +python -m code_agent.cli create docs/index.qmd "# Project" +python -m code_agent.cli py2ipynb analysis_notebook.py analysis_notebook.ipynb +python -m code_agent.cli scaffold ./myproject --name=myproject +``` +""" + + +def _render_files_qmd(info: dict[str, list[str]]) -> str: + """Generate content for FILES.qmd. + + Args: + info: Dictionary containing file information from _gather_repo_info() + + Returns: + String containing the FILES.qmd content + """ + lines = [ + "---", + 'title: "Files"', + "format:", + " markdown_docs:", + " css: docs/styles/custom.css", + "---\n", + "# Project files\n", + ] + + # Add all files + for file_type in ["py_files", "data_files", "notebooks"]: + for p in info[file_type]: + lines.append(f"- `{p}`") + + return "\n".join(lines) + + +def generate_quarto_docs( + output_dir: Path = "docs", + overwrite: bool = True, + use_llm: bool = False, + llm: BaseChatModel | None = None, +) -> list[str]: + """Generate a small set of .qmd files in `output_dir`. + + Args: + output_dir: Directory to write documentation files + overwrite: Whether to overwrite existing files + use_llm: Whether to use LLM for enhanced documentation generation + llm: Optional LLM instance to use for content generation + + Returns: + List of paths to the generated files + """ + root = Path(".") + out = Path(output_dir) + out.mkdir(parents=True, exist_ok=True) + info = _gather_repo_info(root) + written = [] + + # Generate README.qmd + readme_q = out / "README.qmd" + if not overwrite and readme_q.exists(): + print(f"Skipping {readme_q} (already exists and overwrite=False)") + else: + if use_llm and llm: + try: + # Build a prompt for the LLM to generate a README + prompt = ( + "You are an expert technical writer. Create a comprehensive README.qmd " + "for this project. Include sections for: project description, installation, " + "usage, and examples. Format it in Quarto markdown with a YAML header.\n\n" + f"Project files:\n" + f"Python files: {', '.join(info['py_files'][:20])}\n" + f"Data files: {', '.join(info['data_files'][:10])}\n" + f"Notebooks: {', '.join(info['notebooks'][:10])}\n" + ) + + # Use the provided LLM instance + content = llm.invoke(prompt) + if hasattr(content, "content"): + content = content.content + + # Ensure we have a valid string + content = str(content).strip() + + # Ensure it starts with --- for YAML front matter + if not content.startswith("---"): + content = ( + "---\n" + 'title: "Project Overview"\n' + "format:\n" + " markdown_docs:\n" + " css: docs/styles/custom.css\n" + "---\n\n" + content + ) + + write_file(readme_q, content) + written.append(str(readme_q)) + + except Exception as e: + print(f"Error generating README with LLM: {e}") + print("Falling back to template-based generation") + content = _render_readme_qmd(info) + write_file(readme_q, content) + written.append(str(readme_q)) + else: + content = _render_readme_qmd(info) + write_file(readme_q, content) + written.append(str(readme_q)) + + # Generate CODE_AGENT.qmd + code_agent_q = out / "CODE_AGENT.qmd" + if not overwrite and code_agent_q.exists(): + print(f"Skipping {code_agent_q} (already exists and overwrite=False)") + else: + content = _render_code_agent_qmd() + write_file(code_agent_q, content) + written.append(str(code_agent_q)) + + # Generate FILES.qmd + files_q = out / "FILES.qmd" + if not overwrite and files_q.exists(): + print(f"Skipping {files_q} (already exists and overwrite=False)") + else: + content = _render_files_qmd(info) + write_file(files_q, content) + written.append(str(files_q)) + + return written diff --git a/code_agent/project_tools/scaffold.py b/code_agent/project_tools/scaffold.py new file mode 100644 index 0000000..4909937 --- /dev/null +++ b/code_agent/project_tools/scaffold.py @@ -0,0 +1,128 @@ +""" +Simple project scaffold generator for starting new projects from this template. +Creates a minimal layout: `docs/`, `src//`, `tests/`, `.GitHub/workflows/`, `requirements.txt`, +and sample files. Intentionally conservative and idempotent. +""" + +from __future__ import annotations + +from pathlib import Path + +from ..exceptions import CodeAgentError +from ..tools.file_generator import write_file + +DEFAULT_REQUIREMENTS = """# basic runtime requirements +pandas +nbformat +""" + +WORKFLOW_CONTENT = """name: CI + +on: + push: + branches: [ main, master ] + pull_request: + branches: [ main, master ] + +jobs: + test: + runs-on: ubuntu-latest + steps: + - uses: actions/checkout@v4 + - name: Set up Python + uses: actions/setup-python@v4 + with: + python-version: '3.11' + - name: Install dependencies + run: | + python -m pip install --upgrade pip + pip install -r requirements.txt + - name: Run tests + run: | + pytest -q +""" + + +def _create_directories(root_path: Path, project_name: str) -> None: + """Create the directory structure for the project.""" + dirs = [ + root_path / "docs" / "styles", + root_path / "src" / project_name, + root_path / "tests", + root_path / ".github" / "workflows", + ] + for d in dirs: + try: + d.mkdir(parents=True, exist_ok=True) + except OSError as exc: + raise CodeAgentError( + f"Failed to create directory {d}: {exc}" + ) from exc + + +def _create_files(root_path: Path, project_name: str, overwrite: bool) -> None: + """Create the files for the project.""" + files_to_create = { + "README.qmd": f"# {project_name}\n\nGenerated scaffold.", + "requirements.txt": DEFAULT_REQUIREMENTS, + "docs/index.qmd": f"---\ntitle: {project_name}\nformat: html\n---\n\n# " + f"{project_name}\n\nGenerated docs " + f"index.", + "tests/test_smoke.py": "def test_smoke():\n assert True\n", + f"src/{project_name}/__init__.py": "# sample package init\n", + ".github/workflows/ci.yml": WORKFLOW_CONTENT, + } + + for file, content in files_to_create.items(): + path = root_path / file + if overwrite or not path.exists(): + try: + write_file(path, content) + except CodeAgentError as exc: + raise CodeAgentError(f"Failed to write {file}: {exc}") from exc + + +def create_project_scaffold( + root: str, + project_name: str = "project", + overwrite: bool = False, +) -> str: + """ + Create a minimal project scaffold in the given directory. + """ + root_path = Path(root).expanduser().resolve() + + try: + root_path.mkdir(parents=True, exist_ok=True) + except OSError as exc: + raise CodeAgentError( + f"Failed to create root directory {root_path}: {exc}" + ) from exc + + if not overwrite and any( + (root_path / p).exists() for p in ["README.qmd", "src", "tests"] + ): + raise FileExistsError(f"Project already exists at {root_path}") + + _create_directories(root_path, project_name) + _create_files(root_path, project_name, overwrite) + + return str(root_path) + + +# convenience wrapper for CLI +if __name__ == "__main__": + import argparse + + p = argparse.ArgumentParser() + p.add_argument("root", nargs="?", default=".") + p.add_argument("--name", default="project") + p.add_argument("--overwrite", action="store_true") + args = p.parse_args() + try: + create_project_scaffold( + args.root, project_name=args.name, overwrite=args.overwrite + ) + print("Scaffold created at", Path(args.root).resolve()) + except (CodeAgentError, FileExistsError) as e: + print(f"❌ Error creating scaffold: {e}") diff --git a/code_agent/providers/__init__.py b/code_agent/providers/__init__.py new file mode 100644 index 0000000..e8b5e98 --- /dev/null +++ b/code_agent/providers/__init__.py @@ -0,0 +1,14 @@ +# providers/__init__.py +"""Provider layer: protocol and base class for LLM providers. + +Exposes the public names of the provider-agnostic LLM contract. +""" + +from __future__ import annotations + +from .base import LLMProvider, ProviderBase + +__all__ = [ + "LLMProvider", + "ProviderBase", +] diff --git a/code_agent/providers/base.py b/code_agent/providers/base.py new file mode 100644 index 0000000..d94ffc2 --- /dev/null +++ b/code_agent/providers/base.py @@ -0,0 +1,79 @@ +# providers/base.py +"""Provider-agnostic LLM contract for the OAP-inspired layer. + +Defines ``LLMProvider`` (the structural protocol every concrete provider — +ollama, openai, ... — must satisfy) and ``ProviderBase`` (a convenient ABC +that implements the protocol's ``bind_capabilities`` default). No concrete +model backend is referenced here; providers are selected by config via +``providers/factory.py``. +""" + +from __future__ import annotations + +from abc import ABC, abstractmethod +from typing import Any, Protocol, runtime_checkable + + +@runtime_checkable +class LLMProvider(Protocol): + """Structural contract every LLM provider must satisfy. + + Attributes: + name: Stable provider identifier, e.g. ``"ollama"`` or ``"openai"``. + """ + + name: str + + def complete(self, messages: list[dict[str, Any]]) -> str: + """Generate a completion for the given chat ``messages``. + + Args: + messages: Chat history as a list of ``{"role": ..., "content": ...}`` + message dicts. + + Returns: + The model's text completion. + """ + ... + + def bind_capabilities(self, caps: list[Any]) -> "LLMProvider": + """Return a provider bound to the given capabilities. + + Providers that need tool-binding (e.g. function calling) may return a + new provider instance configured with ``caps``; others return ``self``. + + Args: + caps: Capabilities available to the provider. + + Returns: + A provider instance bound to ``caps``. + """ + ... + + +class ProviderBase(ABC): + """Base class for LLM providers (ollama, openai, ...). + + Subclasses must set ``name`` and implement ``complete``. ``bind_capabilities`` + defaults to a no-op that returns ``self``; providers that require tool-binding + override it. + """ + + name: str = "base" + + @abstractmethod + def complete(self, messages: list[dict[str, Any]]) -> str: + """Generate a completion for the given chat ``messages``. + + Args: + messages: Chat history as a list of ``{"role": ..., "content": ...}`` + message dicts. + + Returns: + The model's text completion. + """ + ... + + def bind_capabilities(self, caps: list[Any]) -> "ProviderBase": + # Default: providers ignore capabilities unless they need tool-binding. + return self diff --git a/code_agent/providers/factory.py b/code_agent/providers/factory.py new file mode 100644 index 0000000..b5e6087 --- /dev/null +++ b/code_agent/providers/factory.py @@ -0,0 +1,103 @@ +# providers/factory.py +"""Provider factory for the OAP-inspired layer. + +``create_provider(config)`` is the single entry point for constructing an +``LLMProvider`` from a config mapping. It reads the ``provider`` key +(e.g. ``"ollama"`` | ``"openai"``) and dispatches to the registered provider +factory, so business logic never references a concrete model backend. + +Extending: register a new provider by adding one entry to +``_PROVIDER_FACTORIES`` mapping its name to either a ``from_config`` +classmethod or a small builder function ``(config: dict) -> LLMProvider``. +""" + +from __future__ import annotations + +from typing import Any, Callable + +from code_agent.providers.base import LLMProvider +from code_agent.providers.ollama import OllamaProvider +from code_agent.providers.openai import OpenAIProvider + +#: Provider used when ``config`` has no ``provider`` key (backward compat). +DEFAULT_PROVIDER: str = "ollama" + +#: Callable that builds an LLM provider from a config mapping. +ProviderFactory = Callable[[dict[str, Any]], LLMProvider] + + +def _openai_from_config(config: dict[str, Any]) -> OpenAIProvider: + """Build an ``OpenAIProvider`` from a config mapping. + + ``OpenAIProvider`` has no ``from_config`` classmethod, so the factory + forwards the config keys it understands: ``model``, ``api_key``, + ``base_url`` and the ``ChatOpenAI`` options ``temperature``, + ``max_tokens`` and ``stream``. Keys absent from ``config`` are omitted so + constructor defaults (e.g. the ``OPENAI_API_KEY`` env fallback) apply. + + Args: + config: Configuration mapping. + + Returns: + A configured ``OpenAIProvider`` instance. + """ + # Prefer the OpenAI-specific keys sourced from settings, falling back to the + # bare keys for backward compatibility with older configs and tests. + kwargs: dict[str, Any] = {} + model = config.get("openai_model") or config.get("model") + if model is not None: + kwargs["model"] = model + api_key = config.get("openai_api_key") or config.get("api_key") + if api_key is not None: + kwargs["api_key"] = api_key + base_url = config.get("openai_base_url") or config.get("base_url") + if base_url is not None: + kwargs["base_url"] = base_url + for key in ("temperature", "max_tokens", "stream"): + if key in config: + kwargs[key] = config[key] + return OpenAIProvider(**kwargs) + + +#: Registered provider name -> factory callable. +_PROVIDER_FACTORIES: dict[str, ProviderFactory] = { + "ollama": OllamaProvider.from_config, + "openai": _openai_from_config, +} + + +def create_provider(config: dict[str, Any]) -> LLMProvider: + """Create an ``LLMProvider`` selected by the config mapping. + + The ``provider`` key of ``config`` names the backend (e.g. ``"ollama"`` + or ``"openai"``). When the key is missing (or ``None``) it defaults to + ``DEFAULT_PROVIDER`` so existing configs keep working. The remaining keys + are passed to the selected provider's factory (``from_config`` classmethod + or builder function). + + Args: + config: Configuration mapping containing at least a ``provider`` key + plus the options for that provider. + + Returns: + A configured ``LLMProvider`` instance. + + Raises: + ValueError: If the ``provider`` key names an unknown or unsupported + provider. + """ + provider_value = config.get("provider", DEFAULT_PROVIDER) + if provider_value is None: + provider_value = DEFAULT_PROVIDER + provider_name = str(provider_value).strip().lower() + + factory = _PROVIDER_FACTORIES.get(provider_name) + if factory is None: + supported = ", ".join(sorted(_PROVIDER_FACTORIES)) + raise ValueError( + f"Unknown LLM provider '{provider_name}'. " + f"Supported providers: {supported}. " + "Set the 'provider' key in your config to one of these values." + ) + + return factory(config) diff --git a/code_agent/providers/ollama.py b/code_agent/providers/ollama.py new file mode 100644 index 0000000..d756383 --- /dev/null +++ b/code_agent/providers/ollama.py @@ -0,0 +1,137 @@ +# providers/ollama.py +"""Ollama LLM provider for the OAP-inspired layer. + +Wraps ``langchain_ollama.ChatOllama`` behind the provider-agnostic +``LLMProvider`` contract so business logic never references a concrete +model backend directly. Connection details (scheme/host/port/model/ +temperature) are read from config, never hardcoded. +""" + +from __future__ import annotations + +import json +from pathlib import Path +from typing import Any + +from langchain_ollama import ChatOllama + +from code_agent.providers.base import ProviderBase + + +class OllamaProvider(ProviderBase): + """Ollama-backed LLM provider. + + Attributes: + name: Stable provider identifier, ``"ollama"``. + model: Ollama model name, e.g. ``"gpt-oss:20b-cloud"``. + base_url: Ollama server base URL, e.g. ``"http://localhost:11434"``. + """ + + name: str = "ollama" + + def __init__( + self, + model: str, + base_url: str | None = None, + **kwargs: Any, + ) -> None: + """Initialize the Ollama provider. + + Args: + model: Ollama model name to use for completions. + base_url: Ollama server base URL. When ``None`` it is derived + from the ``scheme``/``host``/``port`` keyword arguments + (defaults ``http``/``localhost``/``11434``). + **kwargs: Extra options forwarded to ``ChatOllama``, e.g. + ``temperature``, ``max_tokens``, ``stream``. + """ + scheme = kwargs.pop("scheme", "http") + host = kwargs.pop("host", "localhost") + port = kwargs.pop("port", 11434) + if base_url is None: + base_url = f"{scheme}://{host}:{port}" + + self.model = model + self.base_url = base_url + self._client = ChatOllama(model=model, base_url=base_url, **kwargs) + + def complete(self, messages: list[dict[str, Any]]) -> str: + """Generate a completion for the given chat ``messages``. + + Args: + messages: Chat history as a list of ``{"role": ..., "content": ...}`` + message dicts. + + Returns: + The model's text completion. + + Raises: + RuntimeError: If the Ollama backend fails to produce a response. + """ + try: + response = self._client.invoke(messages) + except Exception as exc: + raise RuntimeError(f"Ollama completion failed: {exc}") from exc + return str(response.content) + + def bind_capabilities(self, caps: list[Any]) -> "OllamaProvider": + # Ollama tool-binding is handled by the LangGraph layer; no-op here. + return self + + @classmethod + def from_config( + cls, config: dict[str, Any] | None = None + ) -> "OllamaProvider": + """Build an ``OllamaProvider`` from a config mapping. + + Reads ``model``, ``temperature``, ``max_tokens``, ``stream`` and the + ``ollama_*`` connection keys from ``config`` (or the default config + file when ``config`` is ``None``). + + Args: + config: Configuration mapping. When ``None`` the default + ``code_agent/config/llm_config.json`` is loaded. + + Returns: + A configured ``OllamaProvider`` instance. + """ + if config is None: + config = cls._load_default_config() + + # Prefer the explicit ``ollama_model`` key; fall back to the bare + # ``model`` key for backward compatibility with older configs/tests. + model = config.get("ollama_model") or config.get( + "model", "gpt-oss:20b-cloud" + ) + scheme = config.get("ollama_scheme", "http") + host = config.get("ollama_host", "localhost") + port = config.get("ollama_port", 11434) + base_url = f"{scheme}://{host}:{port}" + + kwargs: dict[str, Any] = {} + for key in ("temperature", "max_tokens", "stream"): + if key in config: + kwargs[key] = config[key] + + return cls(model=model, base_url=base_url, **kwargs) + + @staticmethod + def _load_default_config() -> dict[str, Any]: + """Load the default configuration. + + The typed application settings (sourced from ``.env`` / the environment) + are the canonical default. A legacy ``llm_config.json`` is used only as + a fallback when the settings module is unavailable. + """ + try: + from code_agent.settings import get_settings + + return get_settings().model_dump() + except Exception: + path = ( + Path(__file__).resolve().parent.parent + / "config" + / "llm_config.json" + ) + with path.open("r", encoding="utf-8") as f: + return json.load(f) diff --git a/code_agent/providers/openai.py b/code_agent/providers/openai.py new file mode 100644 index 0000000..b60cc34 --- /dev/null +++ b/code_agent/providers/openai.py @@ -0,0 +1,83 @@ +# providers/openai.py +"""OpenAI LLM provider for the OAP-inspired layer. + +Wraps ``langchain_openai.ChatOpenAI`` behind the provider-agnostic +``LLMProvider`` contract so business logic never references a concrete +model backend directly. The model name, API key and base URL are read +from constructor arguments (the API key falls back to the +``OPENAI_API_KEY`` environment variable), never hardcoded. +""" + +from __future__ import annotations + +import os +from typing import Any + +from langchain_openai import ChatOpenAI + +from code_agent.providers.base import ProviderBase + + +class OpenAIProvider(ProviderBase): + """OpenAI-backed LLM provider. + + Attributes: + name: Stable provider identifier, ``"openai"``. + model: OpenAI model name, e.g. ``"gpt-4o"``. + api_key: OpenAI API key, or ``None`` when read from ``OPENAI_API_KEY``. + base_url: Optional base URL for the API, e.g. for proxies or + emulators such as ``"https://api.openai.com/v1"``. + """ + + name: str = "openai" + + def __init__( + self, + model: str, + api_key: str | None = None, + base_url: str | None = None, + **kwargs: Any, + ) -> None: + """Initialize the OpenAI provider. + + Args: + model: OpenAI model name to use for completions. + api_key: OpenAI API key. When ``None`` it is read from the + ``OPENAI_API_KEY`` environment variable. + base_url: Optional base URL for the API, e.g. when using a + proxy or service emulator. + **kwargs: Extra options forwarded to ``ChatOpenAI``, e.g. + ``temperature``, ``max_tokens``, ``stream``. + """ + if api_key is None: + api_key = os.environ.get("OPENAI_API_KEY") + + self.model = model + self.api_key = api_key + self.base_url = base_url + self._client = ChatOpenAI( + model=model, api_key=api_key, base_url=base_url, **kwargs + ) + + def complete(self, messages: list[dict[str, Any]]) -> str: + """Generate a completion for the given chat ``messages``. + + Args: + messages: Chat history as a list of ``{"role": ..., "content": ...}`` + message dicts. + + Returns: + The model's text completion. + + Raises: + RuntimeError: If the OpenAI backend fails to produce a response. + """ + try: + response = self._client.invoke(messages) + except Exception as exc: + raise RuntimeError(f"OpenAI completion failed: {exc}") from exc + return response.content + + def bind_capabilities(self, caps: list[Any]) -> "OpenAIProvider": + # OpenAI tool-binding is handled by the LangGraph layer; no-op here. + return self diff --git a/code_agent/settings.py b/code_agent/settings.py new file mode 100644 index 0000000..8e57cf7 --- /dev/null +++ b/code_agent/settings.py @@ -0,0 +1,140 @@ +# settings.py +"""Typed application configuration loaded from environment / ``.env``. + +All runtime configuration for the agent is centralised in a single +:class:`Settings` model built on ``pydantic_settings.BaseSettings``. Values are +sourced, in increasing precedence, from: + +1. the process environment variables, and +2. a ``.env`` file at the project root (``OLLAMA_PORT``, ``OPENAI_API_KEY`` …). + +Sensible defaults live on the model so the application runs with zero +configuration, while every value can be overridden per environment without +touching code. Secrets (e.g. ``OPENAI_API_KEY``) are never hardcoded — they are +read from the environment / ``.env`` only, satisfying the project's security +requirement that provider credentials come from config, not source. + +Field names map to upper-case environment variables by default +(``ollama_port`` -> ``OLLAMA_PORT``). The provider layer reads the same values +from the ``model_dump()`` dict using the ``ollama_*`` / ``openai_*`` key +convention, so this module is the single source of truth. +""" + +from __future__ import annotations + +from functools import lru_cache +from pathlib import Path +from typing import Any + +from pydantic import model_validator +from pydantic_settings import BaseSettings, SettingsConfigDict + + +#: Project root (parent of the ``code_agent`` package), where ``.env`` lives. +PROJECT_ROOT = Path(__file__).resolve().parent.parent + +#: Default system prompt used when none is supplied via config / ``.env``. +DEFAULT_SYSTEM_PROMPT = """You are an elite software architect and data science expert with deep knowledge of Python, R, and modern development practices. + +CAPABILITIES: +- Design and implement complete, production-ready systems +- Perform sophisticated code analysis and refactoring +- Create comprehensive documentation and explanations +- Solve complex algorithmic and architectural challenges +- Optimize performance and maintainability +- Apply advanced design patterns and best practices + +APPROACH: +- Provide thorough, well-reasoned solutions +- Consider edge cases and potential issues +- Write clean, maintainable, well-documented code +- Explain complex concepts clearly and completely +- Suggest improvements and alternatives +- Think holistically about system design + +STANDARDS: +- Production-quality code with proper error handling +- Comprehensive docstrings and comments +- Type hints and validation where appropriate +- Following language-specific conventions (PEP 8, tidyverse style) +- Security and performance considerations +- Scalability and maintainability focus + +When using tools, use them strategically to gather information before providing complete solutions. +Never give minimal or toy examples - always provide professional, complete implementations.""" + + +class Settings(BaseSettings): + """Application settings sourced from the environment and ``.env``. + + Every field has a safe default so the agent runs out of the box; override + any value with an environment variable or a ``.env`` entry at the project + root. Unknown environment variables are ignored (``extra="ignore"``). + """ + + model_config = SettingsConfigDict( + env_prefix="CODE_AGENT_", + env_file=PROJECT_ROOT / ".env", + env_file_encoding="utf-8", + extra="ignore", + case_sensitive=False, + ) + + # --- Provider selection ------------------------------------------------- + provider: str = "ollama" + + # --- Ollama connection -------------------------------------------------- + ollama_scheme: str = "http" + ollama_host: str = "localhost" + ollama_port: int = 11434 + ollama_model: str = "gpt-oss:20b-cloud" + + # --- OpenAI (optional; falls back to the OPENAI_API_KEY env var) -------- + openai_api_key: str | None = None + openai_model: str = "gpt-4o" + openai_base_url: str | None = None + + # --- Sampling / generation --------------------------------------------- + temperature: float = 0.7 + max_tokens: int = 6000 + stream: bool = True + + # --- Application behaviour --------------------------------------------- + auth_token: str | None = None + root_dir: str = "." + system_prompt: str = DEFAULT_SYSTEM_PROMPT + verbose: bool = True + log_level: str = "INFO" + max_iterations: int = 50 + max_execution_time: int = 5000 + + @model_validator(mode="after") + def _split_combined_ollama_host(self) -> "Settings": + """Accept Ollama's combined ``host:port`` form in ``ollama_host``. + + Ollama's own ``OLLAMA_HOST`` uses ``host:port``. If ``ollama_host`` + carries a trailing port, split it off so the connection URL is built + correctly instead of duplicating the port. + """ + host = self.ollama_host + if host and ":" in host: + head, _, port = host.rpartition(":") + if port.isdigit(): + self.ollama_host = head + self.ollama_port = int(port) + return self + + +@lru_cache +def get_settings() -> Settings: + """Return a cached :class:`Settings` instance. + + The result is memoised so the ``.env`` file and environment are read only + once per process. + """ + return Settings() + + +def as_config_dict() -> dict[str, Any]: + """Return the settings as a plain dict for the provider/config layer.""" + return get_settings().model_dump() diff --git a/code_agent/tools/file_generator.py b/code_agent/tools/file_generator.py new file mode 100644 index 0000000..0845ac8 --- /dev/null +++ b/code_agent/tools/file_generator.py @@ -0,0 +1,209 @@ +"""Low‑level file‑system helpers used by the *code_agent* package. + +The goal of this module is to provide **pure, synchronous** helpers that +write text files and convert a simple Python script into a minimal Jupyter +Notebook. All functions are stateless, return a :class:`pathlib.Path` +instance pointing to the created file, and raise a +``CodeAgentError`` (defined in :mod:`code_agent.exceptions`) on +failure. + +The module deliberately avoids external dependencies. The notebook +generation falls back to a hand‑crafted JSON if :mod:`nbformat` is not +available. +""" + +from __future__ import annotations + +from collections.abc import Iterable +import json +from pathlib import Path +from typing import Any + +from ..exceptions import CodeAgentError + +try: # Optional dependency – used only for the notebook path. + import nbformat # type: ignore +except Exception: # pragma: no cover – handled at runtime + nbformat = None # type: ignore[assignment] + + +__all__ = ["create_from_template", "py_to_ipynb", "write_file"] + + +def write_file( + target: Path | str, + content: str, + *, + mode: str = "w", + encoding: str = "utf-8", +) -> Path: + """Write *content* to *target* atomically. + + The function creates any missing parent directories, writes the + content to a temporary file first, and then atomically moves the + temporary file to ``target``. This prevents partial writes if the + process is interrupted. + + Parameters + ---------- + target: + Destination file path. + content: + Text to write. + mode: + File mode – defaults to ``"w"``. + encoding: + Text encoding – defaults to ``"utf-8"``. + Returns + ------- + Path + The absolute path of the written file. + """ + + target = Path(target).expanduser().resolve() + if target.is_dir(): + raise CodeAgentError(f"Cannot write to a directory: {target!s}") + try: + target.parent.mkdir(parents=True, exist_ok=True) + tmp = target.with_suffix(".tmp") + with tmp.open(mode, encoding=encoding) as fp: + fp.write(content) + tmp.replace(target) + return target + except OSError as exc: # pragma: no cover – exercised via tests + raise CodeAgentError(f"Failed to write file {target!s}: {exc}") from exc + + +def create_from_template( + template_path: Path | str, + dest_path: Path | str, + *, + replace_vars: dict | None = None, +) -> Path: + """Create *dest_path* by copying *template_path*. + + ``replace_vars`` may contain placeholder keys that will be replaced + in the template text using :meth:`str.format`. The function + returns the absolute :class:`Path` to the created file. + """ + + template_path = Path(template_path).expanduser().resolve() + dest_path = Path(dest_path).expanduser().resolve() + if not template_path.is_file(): + raise CodeAgentError(f"Template file {template_path!s} does not exist") + try: + text = template_path.read_text(encoding="utf-8") + if replace_vars: + text = text.format(**replace_vars) + return write_file(dest_path, text) + except Exception as exc: # pragma: no cover – exercised via tests + raise CodeAgentError( + f"Failed to create {dest_path!s} from template {template_path!s}: {exc}" + ) from exc + + +def _generate_ipynb_from_cells( + cells: Iterable[str], +) -> ( + dict[ + str, + list[dict[str, str | None | dict[Any, Any] | list[Any]]] + | dict[str, dict[str, str]] + | int, + ] + | str +): + """Return a minimal Jupyter notebook dict for the given *cells*. + + The function is intentionally minimal – it creates a single + code cell per element in ``cells``. If :mod:`nbformat` is + available, the notebook is created using the public API; otherwise a + hand‑crafted minimal structure is returned. + """ + + if nbformat is None: + # Hand‑crafted minimal notebook – sufficient for the tests. + return { + "cells": [ + { + "cell_type": "code", + "execution_count": None, + "metadata": {}, + "outputs": [], + "source": cell, + } + for cell in cells + ], + "metadata": { + "kernelspec": { + "display_name": "python", + "language": "python", + "name": "python", + } + }, + "nbformat": 4, + "nbformat_minor": 2, + } + # When nbformat is available we can use the public API. + nb = nbformat.v4.new_notebook() + for cell in cells: + nb.cells.append(nbformat.v4.new_code_cell(cell)) + return nbformat.writes(nb) + + +def py_to_ipynb(py_file: Path | str, output: Path | str | None = None) -> Path: + """Convert a Python script to a minimal Jupyter notebook. + + The function searches the script for ``# %%`` markers – any text + following a marker until the next marker (or the file end) becomes a + separate cell. If no markers are found, the entire file becomes a + single cell. + + Parameters + ---------- + py_file: + Path to the input Python file. + output: + Destination notebook path. If omitted, ``py_file`` is + rewritten with a ``.ipynb`` extension. + Returns + ------- + Path + Absolute path to the generated notebook. + """ + + py_file = Path(py_file).expanduser().resolve() + if not py_file.is_file(): + raise CodeAgentError(f"Python file {py_file!s} does not exist") + content = py_file.read_text(encoding="utf-8") + cells: list[str] = [] + current: list[str] = [] + for line in content.splitlines(True): + if line.lstrip().startswith("# %%"): + if current: + cells.append("".join(current)) + current = [] + continue # skip the marker line + current.append(line) + if current: + cells.append("".join(current)) + if not cells: # empty file – create a single empty cell + cells = ["\n"] + nb_dict = _generate_ipynb_from_cells(cells) + if output is None: + output = py_file.with_suffix(".ipynb") + else: + output = Path(output).expanduser().resolve() + try: + if isinstance(nb_dict, str): + # nbformat returned a string when used. + write_file(output, nb_dict) + else: + # hand‑crafted dict. + json_text = json.dumps(nb_dict, indent=2) + write_file(output, json_text) + return output + except Exception as exc: # pragma: no cover – exercised via tests + raise CodeAgentError( + f"Failed to write notebook {output!s}: {exc}" + ) from exc diff --git a/code_agent/ui/__init__.py b/code_agent/ui/__init__.py new file mode 100644 index 0000000..248f8d8 --- /dev/null +++ b/code_agent/ui/__init__.py @@ -0,0 +1,26 @@ +# ui/__init__.py +"""UI layer: rich terminal interface for the capability layer. + +Exposes the public names of the rich CLI UI — the rendering helpers and the +interactive ``run_cli_ui`` session driver. +""" + +from __future__ import annotations + +from .cli_ui import ( + render_catalog, + render_progress, + render_receipt, + render_request, + render_response, + run_cli_ui, +) + +__all__ = [ + "render_catalog", + "render_progress", + "render_receipt", + "render_request", + "render_response", + "run_cli_ui", +] diff --git a/code_agent/ui/cli_ui.py b/code_agent/ui/cli_ui.py new file mode 100644 index 0000000..31216c1 --- /dev/null +++ b/code_agent/ui/cli_ui.py @@ -0,0 +1,366 @@ +# ui/cli_ui.py +"""Rich terminal UI for the capability layer. + +Renders the capability catalog, drives an interactive invocation session +against a :class:`CapabilityRegistry`, and displays the resulting +:class:`InvocationResponse` and hash-chained audit :class:`Receipt` using +the ``rich`` library. + +Every rendering function accepts an injectable +:class:`rich.console.Console` so tests can capture output; the interactive +loop accepts an injectable read-line callable for the same reason. Errors +returned by the registry are rendered inline — raw stack traces are never +leaked to the user. +""" + +from __future__ import annotations + +import json +import uuid +from collections.abc import Callable +from typing import Any + +from rich.console import Console +from rich.panel import Panel +from rich.table import Table +from rich.text import Text + +from code_agent.capabilities.audit import Receipt +from code_agent.capabilities.envelope import ( + InvocationRequest, + InvocationResponse, +) +from code_agent.capabilities.registry import CapabilityRegistry + + +def _risk_style(risk_class: str) -> str: + """Return a rich style token for a risk class. + + Args: + risk_class: One of the :data:`RiskClass` values. + + Returns: + A rich style name: green for low, yellow for medium, red for high, + white for anything else. + """ + return { + "low": "green", + "medium": "yellow", + "high": "red", + }.get(risk_class.lower(), "white") + + +def _coerce_param(raw: str, prop: dict[str, Any]) -> Any: + """Coerce raw user input to the JSON-schema declared type. + + Unparseable values fall back to the raw string rather than aborting the + session, keeping interactive input robust. + + Args: + raw: The raw string entered by the user. + prop: The JSON schema property describing the parameter. + + Returns: + The coerced value, or ``raw`` when coercion fails. + """ + json_type = prop.get("type", "string") + try: + if json_type == "integer": + return int(raw) + if json_type == "number": + return float(raw) + if json_type == "boolean": + lowered = raw.lower() + if lowered in {"true", "1", "yes"}: + return True + if lowered in {"false", "0", "no"}: + return False + raise ValueError(f"not a boolean: {raw}") + if json_type in {"array", "object"}: + return json.loads(raw) + except (ValueError, json.JSONDecodeError): + # Coercion is best-effort; keep the raw value instead of failing. + pass + return raw + + +def _prompt_params( + capability_meta: dict[str, Any], + read_line: Callable[[str], str], + console: Console, +) -> dict[str, Any]: + """Collect typed parameters for a capability from the user. + + Each property of the capability's input JSON schema is prompted for. + Optional parameters may be skipped by pressing enter; required ones that + are skipped are simply omitted from the request (the registry's own + validation reports any missing field). + + Args: + capability_meta: One entry from :meth:`CapabilityRegistry.discover`. + read_line: Callable that reads a line of user input. + console: Output console. + + Returns: + A dict of parameter name -> value suitable for an + :class:`InvocationRequest`. + """ + schema = capability_meta.get("input_schema", {}) + properties: dict[str, dict[str, Any]] = schema.get("properties", {}) + required = set(schema.get("required", [])) + params: dict[str, Any] = {} + + if not properties: + console.print("[dim]This capability takes no parameters.[/dim]") + return params + + console.print("Supply parameters ([dim]enter to skip optional[/dim]):") + for param_name, prop in properties.items(): + label = f"{param_name} ({prop.get('type', 'any')})" + if param_name in required: + label += " [red]*[/red]" + raw = read_line(f" {label}: ").strip() + if not raw: + if param_name in required: + console.print( + f"[yellow]Skipped required parameter '{param_name}'.[/yellow]" + ) + continue + params[param_name] = _coerce_param(raw, prop) + return params + + +def _select_capability( + catalog: list[dict[str, Any]], + raw: str, + console: Console, +) -> dict[str, Any] | None: + """Resolve a user selection (1-based index or capability id) to an entry. + + Args: + catalog: Entries from :meth:`CapabilityRegistry.discover`. + raw: The raw user input. + console: Output console. + + Returns: + The selected catalog entry, or ``None`` when nothing matches. + """ + text = raw.strip().lower() + if text.isdigit(): + index = int(text) - 1 + if 0 <= index < len(catalog): + return catalog[index] + console.print(f"[yellow]No capability at index {int(text)}.[/yellow]") + return None + for entry in catalog: + if entry["id"].lower() == text: + return entry + console.print(f"[yellow]Unknown capability '{raw.strip()}'.[/yellow]") + return None + + +def render_catalog( + registry: CapabilityRegistry, console: Console | None = None +) -> None: + """Render the capability catalog as a rich table. + + Each row shows the selection index, the capability ``id``, its ``intent`` + and its ``risk_class`` (color-coded by severity). + + Args: + registry: The registry whose capabilities are listed. + console: Output console; defaults to a new :class:`Console`. + """ + console = console or Console() + table = Table(title="Capability Catalog", header_style="bold magenta") + table.add_column("#", justify="right", style="dim") + table.add_column("id", style="cyan") + table.add_column("intent") + table.add_column("risk class", justify="center") + for index, capability in enumerate(registry.discover(), start=1): + table.add_row( + str(index), + capability["id"], + capability["intent"], + Text( + capability["risk_class"], + style=_risk_style(capability["risk_class"]), + ), + ) + console.print(table) + + +def render_request( + request: InvocationRequest, console: Console | None = None +) -> None: + """Render an invocation request as a rich panel. + + Args: + request: The request to display. + console: Output console; defaults to a new :class:`Console`. + """ + console = console or Console() + lines = [ + f"request_id: {request.request_id}", + f"capability: {request.capability_id}", + f"caller: {request.caller or 'anonymous'}", + f"params: {json.dumps(request.params, indent=2, default=str)}", + ] + console.print( + Panel( + "\n".join(lines), + title="Invocation request", + border_style="blue", + ) + ) + + +def render_progress( + request: InvocationRequest, console: Console | None = None +) -> None: + """Render a tool-call progress indicator for a pending dispatch. + + Shown immediately before :meth:`CapabilityRegistry.dispatch` runs, so + the user sees which capability and request id are being executed. + + Args: + request: The request being dispatched. + console: Output console; defaults to a new :class:`Console`. + """ + console = console or Console() + console.print( + f"[dim]→ dispatching '{request.capability_id}' " + f"(request {request.request_id}) ...[/dim]" + ) + + +def render_response( + response: InvocationResponse, console: Console | None = None +) -> None: + """Render an invocation response as a rich panel. + + Successful responses show the structured result with a green border; + error responses show a short inline message with a red border. Raw + tracebacks are never printed. + + Args: + response: The response to display. + console: Output console; defaults to a new :class:`Console`. + """ + console = console or Console() + if response.status == "error": + message = Text(response.error or "unknown error", style="red") + console.print( + Panel( + message, + title=f"Invocation failed ({response.capability_id})", + border_style="red", + ) + ) + return + result = json.dumps(response.result, indent=2, default=str) + console.print( + Panel( + result, + title=( + f"Invocation succeeded ({response.capability_id}) " + f"in {response.duration_ms} ms" + ), + border_style="green", + ) + ) + + +def render_receipt(receipt: Receipt, console: Console | None = None) -> None: + """Render an audit receipt (hash-chained) as a rich panel. + + Displays the receipt's linkage fields — ``prev_hash`` and + ``receipt_hash`` — so the tamper-evident chain is visible to the user. + + Args: + receipt: The receipt to display. + console: Output console; defaults to a new :class:`Console`. + """ + console = console or Console() + lines = [ + f"request_id: {receipt.request_id}", + f"capability: {receipt.capability_id}", + f"status: {receipt.status}", + f"timestamp: {receipt.timestamp}", + f"prev_hash: {receipt.prev_hash}", + f"receipt_hash: {receipt.receipt_hash}", + ] + console.print( + Panel( + "\n".join(lines), + title="Audit receipt", + subtitle="hash-chained", + border_style="cyan", + ) + ) + + +def run_cli_ui( + registry: CapabilityRegistry, + console: Console | None = None, + input_fn: Callable[[str], str] | None = None, +) -> None: + """Run the interactive capability CLI session. + + Renders the capability catalog, then repeatedly prompts for a capability + (by index or id), collects its parameters and dispatches an + :class:`InvocationRequest`. Every dispatch renders the request, a + progress line, the resulting response and the audit receipt. + + Args: + registry: The registry to render and dispatch against. + console: Output console; defaults to a new :class:`Console`. + input_fn: Read-a-line callable; defaults to the builtin ``input``. + """ + console = console or Console() + read_line = input_fn or input + catalog = registry.discover() + + render_catalog(registry, console) + + while True: + try: + raw = read_line( + "Select a capability (#, id, or 'q' to quit): " + ).strip() + except (EOFError, KeyboardInterrupt): + console.print("\n[dim]Goodbye.[/dim]") + return + if not raw or raw.lower() in {"q", "quit", "exit"}: + console.print("[dim]Goodbye.[/dim]") + return + + capability = _select_capability(catalog, raw, console) + if capability is None: + continue + + params = _prompt_params(capability, read_line, console) + request = InvocationRequest( + request_id=uuid.uuid4().hex, + capability_id=capability["id"], + params=params, + caller="cli-ui", + ) + + try: + render_request(request, console) + render_progress(request, console) + response, receipt = registry.dispatch(request) + except Exception as exc: # noqa: BLE001 - surfaced to the user + console.print( + Panel( + Text(f"dispatch error: {exc}", style="red"), + title="Invocation failed", + border_style="red", + ) + ) + continue + + render_response(response, console) + render_receipt(receipt, console) + console.print() diff --git a/code_agent/ui/web.py b/code_agent/ui/web.py new file mode 100644 index 0000000..4544ec7 --- /dev/null +++ b/code_agent/ui/web.py @@ -0,0 +1,135 @@ +# ui/web.py +"""FastAPI web UI for the capability layer. + +Exposes the registered capabilities over HTTP so a browser (or any HTTP +client) can list and invoke them: + +* ``GET /capabilities`` – lists the capability catalog. The catalog comes + from the same registry builder the CLI's ``capabilities list`` command + uses, so the web view always matches the CLI view. +* ``POST /invoke`` – dispatches an :class:`InvocationRequest` through the + :class:`CapabilityRegistry` and returns the :class:`InvocationResponse` + plus the hash-chained audit :class:`Receipt` as JSON. + +The built React single-page app (``webapp/dist``) is mounted statically at +the root when present, so ``code-agent serve --web`` can host the whole UI +from a single process. + +Security notes: + +* Every invocation is validated by the capability's own ``input_model``; + invalid params are rejected with HTTP 400 before any tool runs. +* Requests, params and results are never logged, so secrets and API keys + cannot leak through the web server. +""" + +from __future__ import annotations + +import uuid +from pathlib import Path +from typing import Any + +from fastapi import FastAPI, HTTPException +from fastapi.staticfiles import StaticFiles +from pydantic import BaseModel, Field + +from code_agent.capabilities.envelope import InvocationRequest +from code_agent.capabilities.registry import CapabilityRegistry + +# Directory of the built React app (created by ``npm run build`` in webapp/). +_DIST_DIR = Path(__file__).resolve().parent / "webapp" / "dist" + +_REGISTRY: CapabilityRegistry | None = None + + +def get_registry() -> CapabilityRegistry: + """Return the shared capability registry, building it lazily on first use. + + The registry is built once per process so the audit receipt chain stays + continuous across requests. It reuses the CLI's ``_build_registry`` + helper, guaranteeing ``GET /capabilities`` matches ``capabilities list``. + + Returns: + A :class:`CapabilityRegistry` populated with the default + tool-adapted capabilities. + """ + global _REGISTRY + if _REGISTRY is None: + # Imported lazily to avoid a circular import: ``cli.py`` imports + # this module inside ``serve --web``, by which time ``cli.py`` has + # finished loading and ``_build_registry`` is defined. + from code_agent.cli import _build_registry + + _REGISTRY = _build_registry() + return _REGISTRY + + +class InvokeBody(BaseModel): + """JSON request body for ``POST /invoke``. + + Attributes: + capability_id: Stable identifier of the capability to invoke. + params: JSON object of parameters for the capability. + """ + + capability_id: str + params: dict[str, Any] = Field(default_factory=dict) + + +app = FastAPI( + title="Code Agent Web UI", + description=( + "Web interface for the code_agent capability layer: list " + "capabilities and invoke them through the audited registry." + ), + version="0.1.0", +) + + +@app.get("/capabilities") +def list_capabilities() -> list[dict[str, Any]]: + """Return metadata for every registered capability. + + Returns: + A JSON list of capability metadata dicts (id, intent, risk_class, + input_schema) from the shared registry. + """ + return get_registry().discover() + + +@app.post("/invoke") +def invoke_capability(body: InvokeBody) -> dict[str, Any]: + """Dispatch an invocation and return the response plus audit receipt. + + Args: + body: Parsed request body (capability_id and params). + + Returns: + A JSON object with ``response`` (the :class:`InvocationResponse`) + and ``receipt`` (the audit :class:`Receipt`) fields. + + Raises: + HTTPException: 400 when the capability is unknown, high-risk, or the + params fail validation. + """ + request = InvocationRequest( + request_id=uuid.uuid4().hex, + capability_id=body.capability_id, + params=body.params, + caller="web", + ) + response, receipt = get_registry().dispatch(request) + if response.status == "error": + raise HTTPException(status_code=400, detail=response.error) + return { + "response": response.model_dump(), + "receipt": receipt.model_dump(), + } + + +# Serve the built React app at the root when it exists. API routes registered +# above take precedence, so the SPA only handles paths that are not API calls. +if _DIST_DIR.is_dir(): + app.mount( + "/", StaticFiles(directory=str(_DIST_DIR), html=True), name="webapp" + ) diff --git a/code_agent/ui/webapp/index.html b/code_agent/ui/webapp/index.html new file mode 100644 index 0000000..6f01fd8 --- /dev/null +++ b/code_agent/ui/webapp/index.html @@ -0,0 +1,12 @@ + + + + + + Code Agent Web UI + + +
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"vite": "^5.4.11" + }, + "allowScripts": { + "esbuild@0.21.5": true + } +} diff --git a/code_agent/ui/webapp/src/App.jsx b/code_agent/ui/webapp/src/App.jsx new file mode 100644 index 0000000..73603ce --- /dev/null +++ b/code_agent/ui/webapp/src/App.jsx @@ -0,0 +1,142 @@ +import React, { useEffect, useState } from "react"; + +/** + * Code Agent Web UI main view. + * + * Lists the registered capabilities, lets the user pick one, enter JSON + * params, and invoke it. The server returns the invocation response plus + * the audited receipt, both rendered here. + */ +export default function App() { + const [capabilities, setCapabilities] = useState([]); + const [loadError, setLoadError] = useState(null); + const [selectedId, setSelectedId] = useState(""); + const [paramsText, setParamsText] = useState("{}"); + const [result, setResult] = useState(null); + const [error, setError] = useState(null); + const [invoking, setInvoking] = useState(false); + + useEffect(() => { + fetch("/capabilities") + .then((res) => { + if (!res.ok) { + throw new Error(`GET /capabilities failed with status ${res.status}`); + } + return res.json(); + }) + .then((data) => { + setCapabilities(data); + if (data.length > 0) { + setSelectedId(data[0].id); + } + }) + .catch((err) => setLoadError(String(err.message || err))); + }, []); + + const selected = capabilities.find((c) => c.id === selectedId); + + const invoke = async () => { + setInvoking(true); + setError(null); + setResult(null); + let params; + try { + params = JSON.parse(paramsText || "{}"); + } catch (err) { + setError(`Params are not valid JSON: ${err.message}`); + setInvoking(false); + return; + } + try { + const res = await fetch("/invoke", { + method: "POST", + headers: { "Content-Type": "application/json" }, + body: JSON.stringify({ capability_id: selectedId, params }), + }); + const body = await res.json(); + if (!res.ok) { + throw new Error( + (body && body.detail) || `POST /invoke failed with status ${res.status}` + ); + } + setResult(body); + } catch (err) { + setError(String(err.message || err)); + } finally { + setInvoking(false); + } + }; + + return ( +
+

Code Agent Web UI

+ + {loadError &&

Failed to load capabilities: {loadError}

} + +
+

Capabilities

+ {capabilities.length === 0 && !loadError ? ( +

Loading capabilities…

+ ) : ( +
    + {capabilities.map((c) => ( +
  • + +
    • + ))} +
+ )} +
+ + {selected && ( +
+

Invoke: {selected.id}

+

+ Risk class: {selected.risk_class ?? "n/a"} · Input schema:{" "} + {selected.input_schema ? JSON.stringify(selected.input_schema) : "{}"} +

+ +
+