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requirements.txt

@@ -0,0 +1,123 @@
+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==2.6.2 ; 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==3.1.4 ; 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_prod.txt

@@ -1,35 +0,0 @@
-# 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

src/Dockerfile

@@ -8,11 +8,11 @@ RUN apt-get update && apt-get install -y \
     && rm -rf /var/lib/apt/lists/*
 
 # Copier le fichier de dépendances (généré via poetry export)
-COPY requirements_prod.txt .
+COPY requirements.txt .
 
 # Installer les dépendances Python directement via pip
 # Cette approche est plus robuste que poetry install sur HF Spaces
-RUN pip install --no-cache-dir -r requirements_prod.txt
+RUN pip install --no-cache-dir -r requirements.txt
 
 # Vérifier que les dépendances critiques sont bien installées
 RUN python -c "import slowapi; import fastapi; import gradio; print('✓ All critical dependencies installed')"