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1 Parent(s): a819a92

CD: update from GitHub main

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Files changed (6) hide show
  1. .github/workflows/cd.yml +30 -0
  2. .github/workflows/ci.yml +10 -2
  3. .gitignore +1 -1
  4. README.md +16 -22
  5. coverage.xml +206 -0
  6. deploy_to_hf.py +12 -0
.github/workflows/cd.yml ADDED
@@ -0,0 +1,30 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ name: CD to Hugging Face
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+
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+ on:
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+ push:
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+ branches:
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+ - main
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+
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+ jobs:
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+ deploy:
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+ runs-on: ubuntu-latest
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+
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+ steps:
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+ - name: Checkout repository
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+ uses: actions/checkout@v4
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+
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+ - name: Set up Python
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+ uses: actions/setup-python@v5
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+ with:
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+ python-version: "3.11.9"
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+
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+ - name: Install dependencies
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+ run: |
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+ python -m pip install --upgrade pip
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+ python -m pip install -r requirements.txt
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+
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+ - name: Deploy to Hugging Face
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+ env:
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+ HF_TOKEN: ${{ secrets.HF_TOKEN }}
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+ run: python deploy_to_hf.py
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+
.github/workflows/ci.yml CHANGED
@@ -31,7 +31,15 @@ jobs:
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  run: echo "PYTHONPATH=$PYTHONPATH:$(pwd)" >> $GITHUB_ENV
32
 
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  - name: Run unit tests with coverage
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- run: poetry run pytest tests/units --cov=App --cov-report=xml --cov-report=term-missing
 
 
 
 
 
 
 
 
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  functional-tests:
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  name: Tests fonctionnels API
@@ -42,7 +50,7 @@ jobs:
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  - uses: actions/checkout@v4
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  - uses: actions/setup-python@v5
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  with:
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- python-version: "3.11"
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  - name: Install Poetry
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  run: pip install poetry
 
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  run: echo "PYTHONPATH=$PYTHONPATH:$(pwd)" >> $GITHUB_ENV
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  - name: Run unit tests with coverage
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+ run: poetry run pytest tests/units --cov=App --cov-report=xml --cov-report=term-missing
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+
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+ - name: Test FastAPI app import
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+ run: |
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+ python - << 'EOF'
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+ from App.main import app
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+ assert app is not None
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+ print("FastAPI app loaded successfully")
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+ EOF
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  functional-tests:
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  name: Tests fonctionnels API
 
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  - uses: actions/checkout@v4
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  - uses: actions/setup-python@v5
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  with:
53
+ python-version: "3.11.9"
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  - name: Install Poetry
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  run: pip install poetry
.gitignore CHANGED
@@ -8,4 +8,4 @@ App/model/
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  *.joblib
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  *.json
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  App/model/modele_final_xgb.joblib
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- Other
 
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  *.joblib
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  *.json
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  App/model/modele_final_xgb.joblib
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+ Other
README.md CHANGED
@@ -81,7 +81,7 @@ Ce choix est justifié par:
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  - un compromis efficace entre précision et capacité de généralisation
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  - un temps d’inférence compatible avec une exposition via API
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- ![image](Other\comp_modeles.PNG)
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86
  ### `Sérialisation et versionnage`
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@@ -371,28 +371,22 @@ L’architecture du projet repose sur une séparation claire des responsabilité
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  │ Utilisateur │
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  │ (Client) │
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  └───────────────┬──────────────┘
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- │ Requête POST /predict
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  ▼
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- ┌──────────────────────────────┐
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- │ API FastAPI │
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- │ (main.py) │
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- └───────────────┬──────────────┘
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- │
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- ▼
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- ┌──────────────────────────────────┐
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- │ Module de prédiction │
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- │ (predict.py) │
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- │ - Chargement du modèle HF Hub │
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- │ - Validation │
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- │ - Prédiction │
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- └───────────────┬──────────────────┘
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- │
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- ▼
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- ┌────────────────────────────────────────┐
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- │ Base de données PostgreSQL │
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- │ (inputs / predictions / dataset) │
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- └────────────────────────────────────────┘
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-
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  ┌────────────────────────────────────────┐
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  │ CI/CD – GitHub Actions │
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  │ - Tests unitaires │
 
81
  - un compromis efficace entre précision et capacité de généralisation
82
  - un temps d’inférence compatible avec une exposition via API
83
 
84
+ ![Comparaison des modèles](https://raw.githubusercontent.com/Diaure/Futurisys_ML_API/develop/Other/comp_modeles.PNG)
85
 
86
  ### `Sérialisation et versionnage`
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371
  │ Utilisateur │
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  │ (Client) │
373
  └───────────────┬──────────────┘
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+ │
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  ▼
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+ ┌────────────────────────────────────────────┐
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+ │ API FastAPI │
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+ │ (endpoint - POST /predict) │
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+ └┬────────────────────┬─────────────────────┬┘
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+ | │ |
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+ ▼ ▼ ▼
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+ ┌────────────────┐ ┌──────────────┐ ┌───────────────────────────┐
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+ │ Vérification & | | Modèle ML | | Base PostgreSQL (stockage)|
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+ | Validation │ | - Chargement | | - Inputs |
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+ | | | - Prédiction | | - Prédictions |
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+ └────────────────┘ └──────────────┘ └───────────────────────────┘
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+ ▲
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+ |
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+ |
 
 
 
 
 
 
390
  ┌────────────────────────────────────────┐
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  │ CI/CD – GitHub Actions │
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  │ - Tests unitaires │
coverage.xml ADDED
@@ -0,0 +1,206 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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deploy_to_hf.py ADDED
@@ -0,0 +1,12 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ from huggingface_hub import HfApi
2
+ import os
3
+
4
+ api = HfApi()
5
+
6
+ api.upload_folder(
7
+ folder_path=".",
8
+ repo_id="Diaure/Futurisys_API_ML",
9
+ repo_type="space",
10
+ token=os.environ["HF_TOKEN"],
11
+ commit_message="CD: update from GitHub main"
12
+ )