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requirements_prod.txt

@@ -1,123 +1,35 @@
-aiofiles==24.1.0 ; python_version >= "3.12" and python_version < "4.0"
-alembic==1.17.2 ; python_version >= "3.12" and python_version < "4.0"
-annotated-doc==0.0.4 ; python_version >= "3.12" and python_version < "4.0"
-annotated-types==0.7.0 ; python_version >= "3.12" and python_version < "4.0"
-anyio==4.12.0 ; python_version >= "3.12" and python_version < "4.0"
-audioop-lts==0.2.2 ; python_version >= "3.13" and python_version < "4.0"
-blinker==1.9.0 ; python_version >= "3.12" and python_version < "4.0"
-brotli==1.2.0 ; python_version >= "3.12" and python_version < "4.0"
-cachetools==6.2.4 ; python_version >= "3.12" and python_version < "4.0"
-certifi==2025.11.12 ; python_version >= "3.12" and python_version < "4.0"
-cffi==2.0.0 ; python_version >= "3.12" and python_version < "4.0" and platform_python_implementation != "PyPy"
-charset-normalizer==3.4.4 ; python_version >= "3.12" and python_version < "4.0"
-click==8.3.1 ; python_version >= "3.12" and python_version < "4.0"
-cloudpickle==3.1.2 ; python_version >= "3.12" and python_version < "4.0"
-colorama==0.4.6 ; python_version >= "3.12" and python_version < "4.0" and (platform_system == "Windows" or sys_platform == "win32")
-contourpy==1.3.3 ; python_version >= "3.12" and python_version < "4.0"
-cryptography==46.0.3 ; python_version >= "3.12" and python_version < "4.0"
-cycler==0.12.1 ; python_version >= "3.12" and python_version < "4.0"
-databricks-sdk==0.76.0 ; python_version >= "3.12" and python_version < "4.0"
-deprecated==1.3.1 ; python_version >= "3.12" and python_version < "4.0"
-docker==7.1.0 ; python_version >= "3.12" and python_version < "4.0"
-fastapi==0.127.1 ; python_version >= "3.12" and python_version < "4.0"
-ffmpy==1.0.0 ; python_version >= "3.12" and python_version < "4.0"
-filelock==3.20.1 ; python_version >= "3.12" and python_version < "4.0"
-flask-cors==6.0.2 ; python_version >= "3.12" and python_version < "4.0"
-flask==3.1.2 ; python_version >= "3.12" and python_version < "4.0"
-fonttools==4.61.1 ; python_version >= "3.12" and python_version < "4.0"
-fsspec==2025.12.0 ; python_version >= "3.12" and python_version < "4.0"
-gitdb==4.0.12 ; python_version >= "3.12" and python_version < "4.0"
-gitpython==3.1.45 ; python_version >= "3.12" and python_version < "4.0"
-google-auth==2.45.0 ; python_version >= "3.12" and python_version < "4.0"
-gradio-client==2.0.2 ; python_version >= "3.12" and python_version < "4.0"
-gradio==6.2.0 ; python_version >= "3.12" and python_version < "4.0"
-graphene==3.4.3 ; python_version >= "3.12" and python_version < "4.0"
-graphql-core==3.2.7 ; python_version >= "3.12" and python_version < "4.0"
-graphql-relay==3.2.0 ; python_version >= "3.12" and python_version < "4.0"
-greenlet==3.3.0 ; python_version >= "3.12" and python_version < "4.0" and (platform_machine == "aarch64" or platform_machine == "ppc64le" or platform_machine == "x86_64" or platform_machine == "amd64" or platform_machine == "AMD64" or platform_machine == "win32" or platform_machine == "WIN32")
-groovy==0.1.2 ; python_version >= "3.12" and python_version < "4.0"
-gunicorn==23.0.0 ; python_version >= "3.12" and python_version < "4.0" and platform_system != "Windows"
-h11==0.16.0 ; python_version >= "3.12" and python_version < "4.0"
-hf-xet==1.2.0 ; python_version >= "3.12" and python_version < "4.0" and (platform_machine == "x86_64" or platform_machine == "amd64" or platform_machine == "AMD64" or platform_machine == "arm64" or platform_machine == "aarch64")
-httpcore==1.0.9 ; python_version >= "3.12" and python_version < "4.0"
-httptools==0.7.1 ; python_version >= "3.12" and python_version < "4.0"
-httpx==0.28.1 ; python_version >= "3.12" and python_version < "4.0"
-huey==2.5.5 ; python_version >= "3.12" and python_version < "4.0"
-huggingface-hub==1.2.3 ; python_version >= "3.12" and python_version < "4.0"
-idna==3.11 ; python_version >= "3.12" and python_version < "4.0"
-imbalanced-learn==0.13.0 ; python_version >= "3.12" and python_version < "4.0"
-importlib-metadata==8.7.1 ; python_version >= "3.12" and python_version < "4.0"
-itsdangerous==2.2.0 ; python_version >= "3.12" and python_version < "4.0"
-jinja2==3.1.6 ; python_version >= "3.12" and python_version < "4.0"
-joblib==1.5.3 ; python_version >= "3.12" and python_version < "4.0"
-kiwisolver==1.4.9 ; python_version >= "3.12" and python_version < "4.0"
-limits==5.6.0 ; python_version >= "3.12" and python_version < "4.0"
-mako==1.3.10 ; python_version >= "3.12" and python_version < "4.0"
-markdown-it-py==4.0.0 ; python_version >= "3.12" and python_version < "4.0"
-markupsafe==3.0.3 ; python_version >= "3.12" and python_version < "4.0"
-matplotlib==3.10.8 ; python_version >= "3.12" and python_version < "4.0"
-mdurl==0.1.2 ; python_version >= "3.12" and python_version < "4.0"
-mlflow-skinny==3.8.1 ; python_version >= "3.12" and python_version < "4.0"
-mlflow-tracing==3.8.1 ; python_version >= "3.12" and python_version < "4.0"
-mlflow==3.8.1 ; python_version >= "3.12" and python_version < "4.0"
-numpy==2.4.0 ; python_version >= "3.12" and python_version < "4.0"
-nvidia-nccl-cu12==2.28.9 ; python_version >= "3.12" and python_version < "4.0" and platform_system == "Linux" and platform_machine != "aarch64"
-opentelemetry-api==1.39.1 ; python_version >= "3.12" and python_version < "4.0"
-opentelemetry-proto==1.39.1 ; python_version >= "3.12" and python_version < "4.0"
-opentelemetry-sdk==1.39.1 ; python_version >= "3.12" and python_version < "4.0"
-opentelemetry-semantic-conventions==0.60b1 ; python_version >= "3.12" and python_version < "4.0"
-orjson==3.11.5 ; python_version >= "3.12" and python_version < "4.0"
-packaging==25.0 ; python_version >= "3.12" and python_version < "4.0"
-pandas==2.3.3 ; python_version >= "3.12" and python_version < "4.0"
-pillow==12.0.0 ; python_version >= "3.12" and python_version < "4.0"
-protobuf==6.33.2 ; python_version >= "3.12" and python_version < "4.0"
-psycopg2-binary==2.9.9 ; python_version >= "3.12" and python_version < "4.0"
-pyarrow==22.0.0 ; python_version >= "3.12" and python_version < "4.0"
-pyasn1-modules==0.4.2 ; python_version >= "3.12" and python_version < "4.0"
-pyasn1==0.6.1 ; python_version >= "3.12" and python_version < "4.0"
-pycparser==2.23 ; python_version >= "3.12" and python_version < "4.0" and platform_python_implementation != "PyPy" and implementation_name != "PyPy"
-pydantic-core==2.41.5 ; python_version >= "3.12" and python_version < "4.0"
-pydantic==2.12.5 ; python_version >= "3.12" and python_version < "4.0"
-pydub==0.25.1 ; python_version >= "3.12" and python_version < "4.0"
-pygments==2.19.2 ; python_version >= "3.12" and python_version < "4.0"
-pyparsing==3.3.1 ; python_version >= "3.12" and python_version < "4.0"
-python-dateutil==2.9.0.post0 ; python_version >= "3.12" and python_version < "4.0"
-python-dotenv==1.0.0 ; python_version >= "3.12" and python_version < "4.0"
-python-json-logger==4.0.0 ; python_version >= "3.12" and python_version < "4.0"
-python-multipart==0.0.21 ; python_version >= "3.12" and python_version < "4.0"
-pytz==2025.2 ; python_version >= "3.12" and python_version < "4.0"
-pywin32==311 ; python_version >= "3.12" and python_version < "4.0" and sys_platform == "win32"
-pyyaml==6.0.3 ; python_version >= "3.12" and python_version < "4.0"
-requests==2.32.5 ; python_version >= "3.12" and python_version < "4.0"
-rich==14.2.0 ; python_version >= "3.12" and python_version < "4.0"
-rsa==4.9.1 ; python_version >= "3.12" and python_version < "4.0"
-safehttpx==0.1.7 ; python_version >= "3.12" and python_version < "4.0"
-scikit-learn==1.6.1 ; python_version >= "3.12" and python_version < "4.0"
-scipy==1.16.3 ; python_version >= "3.12" and python_version < "4.0"
-semantic-version==2.10.0 ; python_version >= "3.12" and python_version < "4.0"
-shellingham==1.5.4 ; python_version >= "3.12" and python_version < "4.0"
-six==1.17.0 ; python_version >= "3.12" and python_version < "4.0"
-sklearn-compat==0.1.5 ; python_version >= "3.12" and python_version < "4.0"
-slowapi==0.1.9 ; python_version >= "3.12" and python_version < "4.0"
-smmap==5.0.2 ; python_version >= "3.12" and python_version < "4.0"
-sqlalchemy==2.0.23 ; python_version >= "3.12" and python_version < "4.0"
-sqlparse==0.5.5 ; python_version >= "3.12" and python_version < "4.0"
-starlette==0.50.0 ; python_version >= "3.12" and python_version < "4.0"
-threadpoolctl==3.6.0 ; python_version >= "3.12" and python_version < "4.0"
-tomlkit==0.13.3 ; python_version >= "3.12" and python_version < "4.0"
-tqdm==4.67.1 ; python_version >= "3.12" and python_version < "4.0"
-typer-slim==0.21.0 ; python_version >= "3.12" and python_version < "4.0"
-typer==0.21.0 ; python_version >= "3.12" and python_version < "4.0"
-typing-extensions==4.15.0 ; python_version >= "3.12" and python_version < "4.0"
-typing-inspection==0.4.2 ; python_version >= "3.12" and python_version < "4.0"
-tzdata==2025.3 ; python_version >= "3.12" and python_version < "4.0"
-urllib3==2.6.3 ; python_version >= "3.12" and python_version < "4.0"
-uvicorn==0.32.1 ; python_version >= "3.12" and python_version < "4.0"
-uvloop==0.22.1 ; python_version >= "3.12" and python_version < "4.0" and sys_platform != "win32" and sys_platform != "cygwin" and platform_python_implementation != "PyPy"
-waitress==3.0.2 ; python_version >= "3.12" and python_version < "4.0" and platform_system == "Windows"
-watchfiles==1.1.1 ; python_version >= "3.12" and python_version < "4.0"
-websockets==15.0.1 ; python_version >= "3.12" and python_version < "4.0"
-werkzeug==3.1.5 ; python_version >= "3.12" and python_version < "4.0"
-wrapt==2.0.1 ; python_version >= "3.12" and python_version < "4.0"
-xgboost==2.1.4 ; python_version >= "3.12" and python_version < "4.0"
-zipp==3.23.0 ; python_version >= "3.12" and python_version < "4.0"
+# Requirements for Hugging Face Spaces (Gradio app)
+# Minimal dependencies needed for the Gradio interface
+# Generated from pyproject.toml with essential packages only
+
+# Core ML libraries
+scikit-learn>=1.6.0,<1.7.0
+xgboost>=2.1.0,<3.0.0
+numpy>=2.0.0,<3.0.0
+pandas>=2.2.0,<3.0.0
+joblib>=1.4.0,<2.0.0
+scipy>=1.14.0,<2.0.0
+
+# Gradio and web framework
+gradio>=6.2.0,<7.0.0
+fastapi>=0.127.0,<1.0.0
+uvicorn[standard]>=0.32.0,<1.0.0
+pydantic>=2.10.0,<3.0.0
+starlette>=0.49.1
+
+# Data processing
+imbalanced-learn>=0.13.0,<1.0.0
+
+# Hugging Face
+huggingface-hub>=1.2.0,<2.0.0
+
+# Utilities
+python-dotenv>=1.0.0,<2.0.0
+python-json-logger>=4.0.0,<5.0.0
+
+# Rate limiting
+slowapi>=0.1.9,<1.0.0
+
+# Database (optional for logging)
+sqlalchemy>=2.0.0,<3.0.0
+psycopg2-binary>=2.9.0,<3.0.0