Skip to content

Azure OpenAI integration #44

New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Open
wants to merge 2 commits into
base: main
Choose a base branch
from
Open
Show file tree
Hide file tree
Changes from all commits
Commits
File filter

Filter by extension

Filter by extension

Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
41 changes: 41 additions & 0 deletions .github/copilot-instructions.md
Original file line number Diff line number Diff line change
@@ -0,0 +1,41 @@
<!-- Use this file to provide workspace-specific custom instructions to Copilot. For more details, visit https://code.visualstudio.com/docs/copilot/copilot-customization#_use-a-githubcopilotinstructionsmd-file -->

# AIOpsLab Project Instructions

This is the AIOpsLab project - a holistic framework for designing, developing, and evaluating autonomous AIOps agents.

## Project Context
- **Framework**: AIOpsLab is designed for building reproducible, standardized, interoperable and scalable benchmarks for AIOps agents
- **Language**: Python 3.11+ with Poetry for dependency management
- **Key Features**:
- Deploy microservice cloud environments
- Inject faults for testing
- Generate workloads
- Export telemetry data
- Orchestrate components
- Provide interfaces for agent interaction and evaluation

## Code Style Guidelines
- Follow Python PEP 8 standards
- Use type hints where appropriate
- Maintain consistent docstring format
- Use the existing project structure and patterns

## Key Components
- `aiopslab/`: Core framework code
- `aiopslab/generators/`: Fault injection and workload generation
- `aiopslab/observer/`: Monitoring and telemetry
- `aiopslab/orchestrator/`: Main orchestration logic
- `aiopslab/service/`: Service management utilities
- `clients/`: AI/ML client implementations
- `tests/`: Test suites

## Dependencies
- Uses Poetry for dependency management
- Requires Python >= 3.11, < 3.13
- Key dependencies include Kubernetes, OpenAI, Pydantic, Rich, Prometheus API client

## Development Notes
- This is an active research project for AIOps agent evaluation
- Focus on maintaining compatibility with the existing benchmark suite
- When adding new features, consider the impact on reproducibility and scalability
189 changes: 26 additions & 163 deletions .gitignore
Original file line number Diff line number Diff line change
Expand Up @@ -161,169 +161,6 @@ cython_debug/
# option (not recommended) you can uncomment the following to ignore the entire idea folder.
#.idea/

# 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/

# PyBuilder
.pybuilder/
target/

# 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/

# Visual Studio Code
.vscode/

Expand Down Expand Up @@ -357,3 +194,29 @@ aiopslab/observer/prometheus/prometheus/Chart.lock
# Ignore customized config files
aiopslab/config.yml
scripts/ansible/inventory.yml

# Additional security protections
# Environment files
.env*
*.env
env.local
.env.local
.env.*.local

# API keys and secrets
*api_key*
*secret*
*token*
*.pem
*.key
*.crt

# Log files that might contain sensitive data
*_output.log
flash_output.log
debug.log
*.log

# Temporary files that might contain secrets
temp_*.txt
*_temp.txt
Loading