requirements.txt

# Core Dependencies
python-jose>=3.3.0
cryptography>=36.0.0
fastapi>=0.92.0
uvicorn>=0.20.0
python-multipart>=0.0.5
email-validator>=1.3.0
python-dotenv>=0.21.1
pyyaml>=6.0.0
aiohttp>=3.8.4
httpx>=0.23.3
requests>=2.28.2

# Machine Learning and AI
numpy>=1.24.2
pandas>=1.5.3
scikit-learn>=1.2.1
tensorflow>=2.11.0
torch>=1.13.1
transformers>=4.26.1
spacy>=3.5.0
nltk>=3.8.1
xgboost>=1.7.4
lightgbm>=3.3.5
keras>=2.11.0
scipy>=1.10.1

# Monitoring and Metrics
prometheus-client>=0.16.0
opentelemetry-api>=1.15.0
opentelemetry-sdk>=1.15.0
opentelemetry-instrumentation>=0.36b0
datadog>=0.44.0
newrelic>=8.8.0
statsd>=4.0.1
grafana-api>=1.0.3
influxdb-client>=1.36.1

# Kubernetes and Cloud
kubernetes>=26.1.0
boto3>=1.26.84
google-cloud-storage>=2.7.0
azure-storage-blob>=12.14.1
docker>=6.0.1
aws-cdk.core>=1.167.0
google-cloud-container>=2.21.0
azure-mgmt-containerservice>=20.0.0

# Security
passlib>=1.7.4
bcrypt>=4.0.1
python-jose[cryptography]>=3.3.0
pyOpenSSL>=23.0.0
certifi>=2022.12.7
cffi>=1.15.1
cryptography>=39.0.1
oauthlib>=3.2.2
pytz>=2022.7.1

# Database
sqlalchemy>=2.0.4
asyncpg>=0.27.0
psycopg2-binary>=2.9.5
alembic>=1.9.4
redis>=4.5.1
pymongo>=4.3.3
motor>=3.1.1

# Testing
pytest>=7.2.2
pytest-asyncio>=0.20.3
pytest-cov>=4.0.0
pytest-xdist>=3.2.0
pytest-env>=0.8.1
pytest-mock>=3.10.0
faker>=17.6.0
coverage>=7.2.1
hypothesis>=6.68.2

# Development Tools
black>=23.1.0
flake8>=6.0.0
mypy>=1.0.1
isort>=5.12.0
autopep8>=2.0.2
pylint>=2.17.0
pre-commit>=3.1.1
bandit>=1.7.4

# Documentation
sphinx>=6.1.3
sphinx-rtd-theme>=1.2.0
mkdocs>=1.4.2
mkdocs-material>=9.1.3
pdoc3>=0.10.0
jupyter>=1.0.0

# Visualization
plotly>=5.13.1
matplotlib>=3.7.1
seaborn>=0.12.2
bokeh>=3.1.0
dash>=2.8.1

# API and Web
fastapi>=0.92.0
uvicorn>=0.20.0
starlette>=0.25.0
websockets>=10.4
jinja2>=3.1.2
aiofiles>=23.1.0
python-multipart>=0.0.5

# Performance and Optimization
numba>=0.56.4
dask>=2023.2.1
ray>=2.3.0
pyarrow>=11.0.0
ujson>=5.7.0

# Logging and Tracing
loguru>=0.6.0
elastic-apm>=6.15.1
sentry-sdk>=1.16.0
python-json-logger>=2.0.7
structlog>=23.1.0

# Message Queues and Streaming
kafka-python>=2.0.2
confluent-kafka>=2.0.2
redis>=4.5.1
celery>=5.2.7
aio-pika>=9.0.5

# Configuration Management
dynaconf>=3.1.12
python-decouple>=3.8
configargparse>=1.5.3
pydantic>=1.10.5

# Dependency Management
pip-tools>=6.12.3
poetry>=1.4.0
pipenv>=2023.2.18

# Version Control
gitpython>=3.1.31
pre-commit>=3.1.1

# Time Series Analysis
prophet>=1.1.2
statsmodels>=0.13.5
pmdarima>=2.0.3

# Optional Dependencies [install with extras]
[aws]
boto3>=1.26.84
awscli>=1.27.84
aws-cdk.core>=1.167.0

[gcp]
google-cloud-storage>=2.7.0
google-cloud-container>=2.21.0
google-cloud-monitoring>=2.14.1

[azure]
azure-storage-blob>=12.14.1
azure-mgmt-containerservice>=20.0.0
azure-mgmt-monitor>=5.0.1

[ml]
tensorflow-gpu>=2.11.0
torch-cuda>=1.13.1
transformers[torch]>=4.26.1
optuna>=3.1.0

[dev]
black>=23.1.0
flake8>=6.0.0
mypy>=1.0.1
pytest>=7.2.2
coverage>=7.2.1

[docs]
sphinx>=6.1.3
mkdocs>=1.4.2
pdoc3>=0.10.0

# Version Constraints
pandas!=1.4.0  # Known issues with this version
tensorflow>=2.11.0,<3.0.0
torch>=1.13.1,<2.0.0