Azure OpenAI integration

.github/copilot-instructions.md

@@ -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

.gitignore

@@ -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/
 
@@ -360,3 +197,29 @@ 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