feat: dark mode expanders, sidebar services, MLflow auth, example scripts#211
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…ipts - Fix dark mode: expanders now have correct dark background (targets `details` HTML element directly to bypass Streamlit's generated class names) - Sidebar: add Services section (Swagger, Grafana, MinIO, MLflow) — hidden for readonly users; role stored in session and persisted in /tmp session files - MLflow basic auth: new docker/mlflow-entrypoint.sh generates auth.ini from env vars and starts MLflow with --app-name basic-auth (NO_PERMISSIONS default); MLFLOW_ADMIN_PASSWORD added to .env.example and scripts/init_env.sh - Models page: add "Scripts d'exemple — Iris" expander (above uploader) with view popup (@st.dialog) and download for train_iris.py and upload_iris_model.py - Predictions page: add "Scripts d'exemple — Iris" expander with view/download for send_predictions_iris.py and send_ground_truth.py - documentation/Scripts/: add train_iris.py, upload_iris_model.py, send_predictions_iris.py, send_ground_truth.py Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
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Summary
detailsdirectement (contourne les classes généréesst-emotion-cache-xxxde Streamlit)readonly; le rôle est désormais récupéré via/users/meau login et persisté dans la session/tmpdocker/mlflow-entrypoint.shqui génèreauth.inidepuis les variables d'env (MLFLOW_ADMIN_USER/MLFLOW_ADMIN_PASSWORD) et démarre MLflow avec--app-name basic-auth(default_permission = NO_PERMISSIONS) ;MLFLOW_ADMIN_PASSWORDajouté dans.env.exampleet généré parscripts/init_env.sh@st.dialog) et "⬇️ Télécharger" pourtrain_iris.pyetupload_iris_model.pysend_predictions_iris.pyetsend_ground_truth.pydocumentation/Scripts/: 4 nouveaux scripts de référence IrisNouveaux fichiers
docker/mlflow-entrypoint.shdocumentation/Scripts/train_iris.pytrain.pycompatible sandbox PredictMLdocumentation/Scripts/upload_iris_model.pytrain_iris.pypuis uploade via APIdocumentation/Scripts/send_predictions_iris.pydocumentation/Scripts/send_ground_truth.pyTest plan
docker compose up -d mlflow— vérifier que http://127.0.0.1:5000 demande un loginscripts/init_env.shsur un.envvierge — vérifier queMLFLOW_ADMIN_PASSWORDapparaît dans le résumé🤖 Generated with Claude Code