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presentation/presentation_modeles.xlsx create mode 100644 presentation/principes_et_solutions_MLOps.xlsx create mode 100644 presentation/respect_RGPD.xlsx create mode 100644 presentation/tableau_comparatif_air_paradis_word2vec_glove.xlsx diff --git a/.gitignore b/.gitignore new file mode 100644 index 0000000..74ef075 --- /dev/null +++ b/.gitignore @@ -0,0 +1,2 @@ +**/mlruns +**/downloaded_artifacts diff --git a/README.fr.md b/README.fr.md new file mode 100644 index 0000000..88345a6 --- /dev/null +++ b/README.fr.md @@ -0,0 +1,62 @@ +# Projet Air Paradis – Analyse de sentiments + +📘 Ce projet est également disponible en [anglais 🇬🇧](./README.md) + +Ce dépôt contient les notebooks et le code source du projet d'analyse de sentiments sur des tweets, réalisé dans le cadre du programme OpenClassrooms **"Air Paradis"**. + +--- + +## Contexte métier + +L'objectif est de prédire si un tweet (ou une courte expression écrite) est perçu comme **positif ou négatif**, dans le contexte d'une compagnie aérienne. +Le projet repose sur le jeu de données public **Sentiment140**. + +--- + +## Description du projet + +Le projet vise à développer un système complet d'analyse de sentiments, comprenant : + +- Une analyse exploratoire des données textuelles, +- Une comparaison rigoureuse de 10+ modèles de classification (classiques ML, LSTM + word embeddings, DistilBERT), +- Le déploiement d'une API REST FastAPI exposant le meilleur modèle avancé (LSTM + Word2Vec), +- La mise en place d'un pipeline MLOps complet : MLFlow, CI/CD (GitHub Actions), monitoring, +- Un hébergement local sur serveur NAS pour garantir la souveraineté des données. + +📖 **Pour des informations détaillées sur les expérimentations menées et les résultats obtenus, consultez [docs/blog.fr.md](./docs/blog.fr.md).** + +--- + +## Structure du dépôt + +- `notebooks/` : notebooks d'analyse exploratoire et de modélisation, +- `deployment/` : code de l'API FastAPI, tests unitaires, Dockerfile et configuration déploiement, +- `docs/` : documentation détaillée (blog.fr.md), diagrammes, captures d'écran, +- `presentation/` : support de présentation du projet (PDF), +- `../.github/workflows/` : pipelines CI/CD (tests automatisés, build Docker, push DockerHub). + +--- + +## Entraînement des modèles + +Les phases d'entraînement ont principalement été réalisées sur **Google Colab**, afin de bénéficier de ressources GPU nécessaires aux modèles de deep learning. + +--- + +## Utilisation + +Les notebooks détaillent les étapes d'analyse et d'entraînement. +L'API est disponible dans le dossier `deployment/api` avec interface Streamlit de test. + +Pour tester l'API en production : https://sentiment-api.greg-madman-nas.duckdns.org + +--- + +## Remarques + +- Les fichiers `requirements.txt` dans `notebooks/` proviennent des environnements Google Colab et peuvent contenir des dépendances peu optimisées pour un usage local. +- Le fichier `.env`, exclu du dépôt, contient les variables d'environnement nécessaires (configuration MLFlow, MinIO, alerting). + +--- + +**Projet réalisé dans le cadre du parcours "Data Scientist – Projet 7" d'OpenClassrooms** \ No newline at end of file diff --git a/README.md b/README.md new file mode 100644 index 0000000..7d5bb61 --- /dev/null +++ b/README.md @@ -0,0 +1,62 @@ +# Air Paradis Project – Sentiment Analysis + +📘 This project is also available in [French 🇫🇷](./README.fr.md) + +This repository contains the notebooks and source code for the sentiment analysis project on tweets, conducted as part of the OpenClassrooms **"Air Paradis"** program. + +--- + +## Business Context + +The objective is to predict whether a tweet (or short written expression) is perceived as **positive or negative**, in the context of an airline company. +The project is based on the public **Sentiment140** dataset. + +--- + +## Project Description + +The project aims to develop a complete sentiment analysis system, including: + +- Exploratory analysis of textual data, +- Rigorous comparison of 10+ classification models (classical ML, LSTM + word embeddings, DistilBERT), +- Deployment of a FastAPI REST API exposing the best advanced model (LSTM + Word2Vec), +- Implementation of a complete MLOps pipeline: MLFlow, CI/CD (GitHub Actions), monitoring, +- Local hosting on NAS server to ensure data sovereignty. + +📖 **For detailed information on experiments conducted and results obtained, see [docs/blog.md](./docs/blog.md).** + +--- + +## Repository Structure + +- `notebooks/`: exploratory analysis and modeling notebooks, +- `deployment/`: FastAPI API code, unit tests, Dockerfile and deployment configuration, +- `docs/`: detailed documentation (blog.md), diagrams, screenshots, +- `presentation/`: project presentation slides (PDF), +- `../.github/workflows/`: CI/CD pipelines (automated tests, Docker build, DockerHub push). + +--- + +## Model Training + +Training phases were primarily conducted on **Google Colab** to leverage GPU resources required for deep learning models. + +--- + +## Usage + +Notebooks detail the analysis and training steps. +The API is available in the `deployment/api` folder with Streamlit testing interface. + +To test the production API: https://sentiment-api.greg-madman-nas.duckdns.org + +--- + +## Notes + +- The `requirements.txt` files in `notebooks/` come from Google Colab environments and may contain dependencies not optimized for local use. +- The `.env` file, excluded from the repository, contains necessary environment variables (MLFlow, MinIO, alerting configuration). + +--- + +**Project completed as part of OpenClassrooms "Data Scientist – Project 7" program** \ No newline at end of file diff --git a/deployment/README.fr.md b/deployment/README.fr.md new file mode 100644 index 0000000..300d770 --- /dev/null +++ b/deployment/README.fr.md @@ -0,0 +1,128 @@ +# Déploiement de l’API – Projet Air Paradis + +📘 Cette documentation est aussi disponible en [anglais 🇬🇧](./README.md) + +Ce dossier contient le code et la configuration nécessaires au déploiement de l’API de prédiction de sentiment. + +--- + +## 🎯 Objectif + +Déployer une API REST permettant de : + +- Prédire le **sentiment d’un tweet** (positif ou négatif) à partir d’un modèle LSTM entraîné sur des embeddings (Word2Vec ou GloVe), +- Signaler les erreurs de prédiction. + +L’API utilise le **meilleur modèle enregistré** dans MLflow et le sert via **FastAPI**. + +--- + +## 📦 Architecture globale + +Schéma : + +``` + ┌──────────────────────────────┐ + │ Utilisateur final (UI) │ + │ (interface Streamlit) │ + └────────────┬─────────────────┘ + │ + [Appel HTTP vers /predict] + │ + ┌────────────▼─────────────┐ + │ API FastAPI │ + │ (serveur lancé via │ + │ Uvicorn) │ + └────────────┬─────────────┘ + │ + Chargement du modèle (MLflow) + │ + Prétraitement du tweet + │ + Prédiction (inférence) + │ + Réponse JSON avec le sentiment +``` + +--- + +## 🧪 Fonctionnement de l’API + +1. **Chargement du modèle** + - Le meilleur modèle est enregistré dans MLflow sous le nom `SentimentAnalysisLSTM`, avec le stage `Production`. + - L’API le charge au démarrage via l’URI : + + ``` + models:/SentimentAnalysisLSTM/Production + ``` + +2. **Prétraitement du texte** + - Nettoyage, tokenisation, lemmatisation, puis conversion en vecteurs d’embedding. + +3. **Prédiction** + - Le modèle LSTM prédit le sentiment. + - Le résultat (`positive` ou `negative`) est retourné en JSON. + +4. **Interface utilisateur (optionnelle)** + - Une interface Streamlit permet une interaction visuelle avec l’API. + +--- + +## 🐳 Déploiement via Docker + +Un `Dockerfile` est fourni pour simplifier le déploiement sur tout hôte compatible Docker (NAS, cloud, etc.). + +L’image Docker est poussée sur DockerHub à chaque version validée (voir CI/CD plus bas). + +Par souci de **souveraineté des données**, le déploiement est préféré sur un **NAS équipé d’un processeur Intel N100** (peu énergivore et suffisant pour l’inférence LSTM). + +Le redéploiement peut être automatisé via : +- une tâche `cron` simple, ou +- un conteneur **Watchtower** (dans docker-compose ou kubernetes). + +**Commande pour test local :** + +```bash +docker build -t sentiment-api . +docker run --rm --env-file ../../.env -p 8000:8000 -p 8080:8080 sentiment-api +``` + +En production, les variables d’environnement doivent être définies dans le `docker-compose.yml` ou via un gestionnaire de secrets. + +--- + +## 🛠 Problèmes AVX2 / Déploiement cloud + +**Mise à jour :** au départ, le NAS ne supportait pas les instructions AVX2 nécessaires à TensorFlow. +En réalité, les CPU N100 les prennent en charge, mais certains fabricants désactivent cette option dans le BIOS. + +En attendant un accès physique au NAS, nous avons opté pour un déploiement sur **Google Cloud**. +Problème : un seul port peut être exposé publiquement sur ces services. + +Deux solutions possibles : +- Séparer le backend (FastAPI) et le frontend (Streamlit) en deux conteneurs, +- Utiliser un **reverse proxy** (ex. : nginx) pour rediriger les ports. + +➡️ Nous avons choisi la **deuxième solution**, pour garder une **seule image Docker**. + +**Mise à jour 2 :** AVX2 a été activé via le BIOS. Le déploiement est donc opérationnel **à la fois en local (NAS)** et **sur le cloud**, avec déploiement automatique pour le NAS (voir section suivante). + +--- + +## 🔁 CI/CD – GitHub Actions + +Un pipeline est défini dans `.github/workflows/` pour : + +- Lancer les tests unitaires à chaque `push`, +- Vérifier la stabilité de l’API avant déploiement (NAS ou cloud), +- Construire et pousser l’image Docker sur DockerHub. + +Les tests sont situés dans : + +``` +deployment/api/tests/ +``` + +Le redéploiement automatique sur le NAS est géré via **Watchtower**, qui surveille les mises à jour de l’image Docker (fonctionne comme un `cron`, avec logs). + +--- diff --git a/deployment/README.md b/deployment/README.md new file mode 100644 index 0000000..01d8cdd --- /dev/null +++ b/deployment/README.md @@ -0,0 +1,126 @@ +# API Deployment – Air Paradis Project + +📘 This documentation is also available in [French 🇫🇷](./README.fr.md) + +This folder contains the code and configuration necessary to deploy the sentiment prediction API. + +--- + +## 🎯 Objective + +Deploy a REST API that allows to: + +- Predict the sentiment of a tweet (positive or negative) using an LSTM model trained on embeddings (Word2Vec or GloVe), +- Report prediction errors. + +The API uses the best-performing model registered on MLflow and serves it via FastAPI. + +--- + +## 📦 Overall Architecture + +Diagram: + +``` + ┌──────────────────────────────┐ + │ End user (UI) │ + │ (Streamlit interface) │ + └────────────┬─────────────────┘ + │ + [HTTP call to /predict] + │ + ┌────────────▼─────────────┐ + │ FastAPI API │ + │ (server launched via │ + │ Uvicorn) │ + └────────────┬─────────────┘ + │ + Model loading from MLflow + │ + Tweet preprocessing + │ + Prediction (inference) + │ + Sentiment response (JSON) +``` + +--- + +## 🧪 API Workflow + +1. **Model loading** + - The best performing model is registered in MLflow under a fixed name (`SentimentAnalysisLSTM`) and a `Production` stage. + - The API loads this model at startup using the URI: + + ``` + models:/SentimentAnalysisLSTM/Production + ``` + +2. **Text preprocessing** + - Text is cleaned, tokenized, lemmatized, and converted into vectors (embeddings). + +3. **Prediction** + - The LSTM model (loaded from MLflow) makes a prediction. + - The result (`positive` or `negative`) is returned as JSON. + +4. **User interface (optional)** + - A Streamlit interface allows visual interaction with the API. + +--- + +## 🐳 Deployment with Docker + +A `Dockerfile` is provided for easy deployment on any Docker-compatible host (NAS, cloud, etc.). + +This Docker image should be pushed to DockerHub with every validated version (see CI/CD below). + +For data sovereignty, deployment is preferably done on a **NAS with Intel N100** CPU (energy-efficient, sufficient for inference). +Docker can be automatically redeployed using: +- `cron` (simple), or +- `Watchtower` in docker-compose/kubernetes setups. + +**Development command (local test):** + +```bash +docker build -t sentiment-api . +docker run --rm --env-file ../../.env -p 8000:8000 -p 8080:8080 sentiment-api +``` + +In production (e.g. via docker-compose or cloud services), environment variables must be defined in the compose file or secret manager. + +--- + +## 🛠 Notes on AVX2 / Cloud Deployment + +**Update:** the NAS initially failed due to lack of AVX2 support. Some N100-based NAS motherboards disable AVX2 in BIOS. + +When not accessible, fallback deployment is done on **Google Cloud**. +Issue: public cloud services do **not allow multiple ports** to be exposed easily. + +Two solutions: +- Split into two containers: FastAPI + Streamlit, +- Use a **reverse proxy** (e.g., Nginx) to map ports. + +➡️ We chose the second option to keep a **single Docker image**. + +**Update 2:** AVX2 was enabled via BIOS. Deployment is now active **both locally (NAS)** and **on cloud**, with continuous deployment on NAS (see section below). + +--- + +## 🔁 CI/CD – GitHub Actions + +A pipeline is defined in `.github/workflows/` to: + +- Run unit tests on every push, +- Check API health before deployment (local/cloud), +- Build and push Docker image to DockerHub. + +Tests are defined in: + +``` +deployment/api/tests/ +``` + +Docker image auto-redeployment on NAS is handled by **Watchtower**, which checks DockerHub updates (like a cron job, with logs). + +--- diff --git a/deployment/api/.dockerignore b/deployment/api/.dockerignore new file mode 100644 index 0000000..e35743c --- /dev/null +++ b/deployment/api/.dockerignore @@ -0,0 +1,22 @@ +# Ignorer les caches Python +__pycache__/ +*.pyc + +# Ignorer les artefacts temporaires +downloaded_artifacts/ +mlruns/ +logs/ + +# Ignorer les tests unitaires +tests/ + +# Ignorer les variables d'environnement. Elles seront plutôt chargées dans la commande docker run `docker run --env-file ./deployment/api/.env -p 8000:8000 sentiment-api` en développement local, et via des variables définies dans le yaml +*.env + +# Ignorer fichier conf amazon web services +*aws* +.elasticbeanstalk + +sentiment-api-*.json + +docker-compose.yml.example diff --git a/deployment/api/.gitignore b/deployment/api/.gitignore new file mode 100644 index 0000000..254b45a --- /dev/null +++ b/deployment/api/.gitignore @@ -0,0 +1,6 @@ +# ssh .pem files +*.pem + +*aws* + +sentiment-api-*.json diff --git a/deployment/api/Dockerfile b/deployment/api/Dockerfile new file mode 100644 index 0000000..93ff856 --- /dev/null +++ b/deployment/api/Dockerfile @@ -0,0 +1,42 @@ +FROM python:3.12-slim + +WORKDIR /app + +# # Install nginx and system packages +RUN apt-get update && \ + apt-get install -y nginx curl && \ + # Créer l'utilisateur et le groupe www-data si ce n'est pas déjà fait par l'image de base + # Assurer que l'utilisateur nginx (souvent www-data) a un ID consistent + adduser --system --no-create-home --group www-data || true && \ + apt-get clean && \ + rm -rf /var/lib/apt/lists/* + +# Copy and install Python dependencies +COPY requirements.txt . +RUN pip install --no-cache-dir -r requirements.txt + +# Install nltk resources at build time +RUN python3 -m nltk.downloader punkt \ + && python3 -m nltk.downloader punkt_tab \ + && python3 -m nltk.downloader stopwords \ + && python3 -m nltk.downloader wordnet \ + && python3 -m nltk.downloader omw-1.4 + + +# Copy app code and configs +COPY . . + +# Copy nginx config - l'emplacement par défaut de Nginx est /etc/nginx/nginx.conf +COPY nginx.conf /etc/nginx/nginx.conf + +# Pas besoin de créer les dossiers ici, le start.sh s'en chargera avec les bonnes permissions +RUN mkdir -p /var/log/nginx /var/lib/nginx /run + +# Ensure script is executable +RUN chmod +x /app/start.sh + +# Expose only NGINX port (Cloud Run utilise 8080 par défaut) +EXPOSE 8080 + +# Start everything via script +CMD ["/app/start.sh"] diff --git a/deployment/api/app.py b/deployment/api/app.py new file mode 100644 index 0000000..31dbd8a --- /dev/null +++ b/deployment/api/app.py @@ -0,0 +1,124 @@ +import os +import streamlit as st +import requests + +API_BASE_URL = os.getenv("API_BASE_URL", "http://127.0.0.1:8080") + "/api" + + +st.set_page_config( + page_title="Air Paradis - Tweet Prediction", + page_icon="✈️", # optionnel, tu peux mettre un emoji ou un fichier image +) +st.title("Sentiment Analysis - Air Paradis") + + +tweet = st.text_area("Prompt your tweet here :", height=150) + +# Initialisation des états +if "prediction_result" not in st.session_state: + st.session_state.prediction_result = None + +if "show_report_button" not in st.session_state: + st.session_state.show_report_button = False + +if "report_sent" not in st.session_state: + st.session_state.report_sent = False + +if "last_report_sent" not in st.session_state: + st.session_state.last_report_sent = False + +def reset_state(): + st.session_state.prediction_result = None + st.session_state.show_report_button = False + st.session_state.report_sent = False + st.session_state.last_report_sent = False + +# Bouton d'analyse +if st.button("Analyze the sentiment"): + if not tweet.strip(): + st.warning("Please type a valid tweet.") + reset_state() + else: + try: + response = requests.post( + f"{API_BASE_URL}/predict", + json={"tweet": tweet} + ) + if response.status_code == 200: + data = response.json() + st.session_state.prediction_result = data + st.session_state.show_report_button = True + st.session_state.report_sent = False + st.session_state.last_report_sent = False + else: + st.error(f"Erreur API : {response.status_code} - {response.text}") + reset_state() + except Exception as e: + st.error(f"Error during API request : {e}") + reset_state() + +# Affichage du résultat +if st.session_state.prediction_result: + sentiment = st.session_state.prediction_result["sentiment"].capitalize() + prob = st.session_state.prediction_result["probability"] + st.success(f"Sentiment : {sentiment}") + st.info(f"Positive tweet probability: {prob:.2f}") + +# Gestion du bouton signalement +if st.session_state.show_report_button and not st.session_state.report_sent: + if st.button("Report a wrong prediction"): + try: + response = requests.post( + f"{API_BASE_URL}/report_error", + json={ + "tweet": tweet, + "prediction": sentiment, + "probability": st.session_state.prediction_result["probability"] # Transmettre la probabilité + } + ) + + if response.status_code == 200: + data = response.json() + # Mettre à jour les états + st.session_state.show_report_button = False + st.session_state.report_sent = True + st.session_state.last_report_sent = data.get("report_sent", False) + # Forcer un re-run + st.rerun() + else: + st.error(f"API Error : {response.status_code} - {response.text}") + except Exception as e: + st.error(f"Error during API request : {e}") + +# Message si signalement déjà fait +elif st.session_state.report_sent: + st.success("✅ Thanks for your report.") + + if st.session_state.last_report_sent: + st.info("📩 A complete report has been sent to the website administrator.") + + +st.markdown( + """ + +
+ Reported wrong predictions help improve the model. Please avoid including personal information. +
+ """, + unsafe_allow_html=True, +) diff --git a/deployment/api/docker-compose.yml.example b/deployment/api/docker-compose.yml.example new file mode 100644 index 0000000..a56b117 --- /dev/null +++ b/deployment/api/docker-compose.yml.example @@ -0,0 +1,32 @@ +services: + api: + build: + context: ./deployment/api + dockerfile: Dockerfile + container_name: sentiment_api + ports: + - "8000:8000" # API FastAPI + - "8501:8501" # Streamlit + environment: + MLFLOW_TRACKING_URI: "${MLFLOW_TRACKING_URI}" # ex: http://mlflow:5000 + MLFLOW_S3_ENDPOINT_URL: "${MLFLOW_S3_ENDPOINT_URL}" # ex: url MinIO ou S3 + AWS_ACCESS_KEY_ID: "${AWS_ACCESS_KEY_ID}" # clé ID S3 + AWS_SECRET_ACCESS_KEY: "${AWS_SECRET_ACCESS_KEY}" # clé secrète S3 + + SMTP_SERVER: "${SMTP_SERVER}" # serveur SMTP + SMTP_PORT: "${SMTP_PORT}" # port SMTP (ex: 587) + SMTP_EMAIL: "${SMTP_EMAIL}" # email expéditeur + SMTP_PASSWORD: "${SMTP_PASSWORD}" # mot de passe SMTP + SMTP_FROM_ALIAS: "${SMTP_FROM_ALIAS}" # alias (optionnel) + ADMIN_EMAIL: "${ADMIN_EMAIL}" # email admin destinataire + + SENTIMENT_API_BASE_URL: "${SENTIMENT_API_BASE_URL}" # public api url (used to redirect Streamlit requests to FastAPI) + +# only if you have a reverse proxy server +# networks: +# - swag + restart: always +# only if you have a reverse proxy server +# networks: +# swag: +# external: true diff --git a/deployment/api/email_service.py b/deployment/api/email_service.py new file mode 100644 index 0000000..bd2aebc --- /dev/null +++ b/deployment/api/email_service.py @@ -0,0 +1,111 @@ +import smtplib +import os +import json +from email.mime.text import MIMEText +from email.mime.multipart import MIMEMultipart +from datetime import datetime + +def send_error_report_email(error_reports): + """ + Envoie un email avec le rapport d'erreurs et le JSON intégré + """ + smtp_server = os.getenv("SMTP_SERVER") + smtp_port = int(os.getenv("SMTP_PORT", 587)) + smtp_email = os.getenv("SMTP_EMAIL") # main email address. If smt_from_alias is not, it will also be the mail sender + smtp_password = os.getenv("SMTP_PASSWORD") + smtp_from_alias = os.getenv("SMTP_FROM_ALIAS", smtp_email) # mail sender if not none (alias) + admin_email = os.getenv("ADMIN_EMAIL") # this one will receive the mail + + + if not all([smtp_server, smtp_email, smtp_password, admin_email]): + print("❌ Configuration email manquante dans .env") + return False + + try: + # Create message + msg = MIMEMultipart() + if smtp_from_alias is not None: + smtp_from = smtp_from_alias + else: + smtp_from = smtp_email + msg['From'] = f"Air Paradis Monitor <{smtp_from}>" + msg['To'] = admin_email + msg['Subject'] = f"🚨 Rapport d'erreurs - Prédictions sentiments ({datetime.now().strftime('%d/%m/%Y %H:%M')})" + + # Prepare JSON data + json_data = { + "report_generated_on": datetime.now().isoformat(), + "reports_amount": len(error_reports), + "reports": [ + { + "id": i, + "tweet": tweet, + "incorrect_prediction": prediction, + "tweet_length": len(tweet) + } + for i, (tweet, prediction) in enumerate(error_reports.items(), 1) + ], + "metadata": { + "model": "SentimentAnalysisLSTM", + "api_version": "1.0", + "reporting_threshold": 3 + } + } + + # Message body with embedded JSON + body = f""" +Hello, + +A new error report has been generated for the Air Paradis sentiment prediction API. + +📊 Total number of reports : {len(error_reports)} +📅 Report date : {datetime.now().strftime('%d/%m/%Y à %H:%M')} + +📋 Report summary : + +""" + + for i, (tweet, prediction) in enumerate(error_reports.items(), 1): + body += f"{i}. Tweet: \"{tweet[:100]}{'...' if len(tweet) > 100 else ''}\"\n" + body += f" Prediction reported as incorrect: {prediction.upper()}\n\n" + + body += """ +📈 Recommended actions: +- Analyze reported tweets to identify patterns +- Consider re-training the model if necessary +- Check quality of training data + +📊 COMPLETE DATA (JSON) : +═══════════════════════════════════════════════════════════════════════════════ + +""" + + # ✅ Directly add JSON inside the body + json_string = json.dumps(json_data, ensure_ascii=False, indent=2) + body += f"```json\n{json_string}\n```" + + body += """ + +═══════════════════════════════════════════════════════════════════════════════ + +--- +Sincerely, +🤖 API Air Paradis - Automatic monitoring system +📧 Sent from : """ + smtp_from + + # Add message body + msg.attach(MIMEText(body, 'plain', 'utf-8')) + + # Sending email + with smtplib.SMTP(smtp_server, smtp_port) as server: + server.starttls() + server.login(smtp_email, smtp_password) + server.send_message(msg) + + print(f"✅ Report email successfully sent from {smtp_from}") + print("📊 JSON embedded in message body") + return True + + except Exception as e: + print(f"❌ Error during email sending : {e}") + return False \ No newline at end of file diff --git a/deployment/api/main.py b/deployment/api/main.py new file mode 100644 index 0000000..767a736 --- /dev/null +++ b/deployment/api/main.py @@ -0,0 +1,210 @@ +import os +import sys +import pickle +from dotenv import load_dotenv +from fastapi import FastAPI, HTTPException +from pydantic import BaseModel +import mlflow +from mlflow.tracking import MlflowClient +from tensorflow.keras.models import load_model +from tensorflow.keras.preprocessing.sequence import pad_sequences +import pandas as pd +from datetime import datetime, timedelta + +# # TO UNCOMMENT FOR DEVELOPMENT. OTHERWISE, LEAVE AS IS +# # Access the .env file +# PARENT_DIR = os.path.abspath(os.path.join(os.path.dirname(__file__), "../../")) +# sys.path.append(PARENT_DIR) +# # 🔐 Load environment variables (.env two levels above) +# load_dotenv() + +# 🔁 Import the preprocessing function (LOCAL) +from preprocessing import preprocess_tweet + +# 📧 Import the email service +from email_service import send_error_report_email + +# 🔗 Configure MLflow +mlflow_tracking_uri = os.getenv("MLFLOW_TRACKING_URI") +if mlflow_tracking_uri: + mlflow.set_tracking_uri(mlflow_tracking_uri) +else: + print("⚠️ MLFLOW_TRACKING_URI not defined in .env") + +# 📌 Model name and stage +MODEL_NAME = "SentimentAnalysisLSTM" +STAGE = "Production" + +# 🧾 Structure of POST requests +class TweetRequest(BaseModel): + tweet: str + +class ReportRequest(BaseModel): + tweet: str + prediction: str + probability: float + +# 🧠 Storage for error reports +error_reports = {} + +# 🔍 Function to load model + tokenizer +def load_model_and_artifacts(model_name=MODEL_NAME, stage=STAGE): + client = MlflowClient() + versions = client.get_latest_versions(model_name, [stage]) + + if not versions: + raise RuntimeError(f"No version found for model '{model_name}' in stage '{stage}'") + + version_info = versions[0] + run_id = version_info.run_id + + if not run_id: + raise RuntimeError("Run ID not found.") + + # Extract embedding tag + model_version_info = client.get_model_version(model_name, version_info.version) + # glove is used as default if embedding_type is not found + embedding_type = model_version_info.tags.get("embedding_type", "glove").lower() + + # Determine paths to artifacts + local_dir = "./downloaded_artifacts" + os.makedirs(local_dir, exist_ok=True) + base_path = "local_artifacts" + tokenizer_file = "tokenizer.pickle" + + if "glove" in embedding_type: + keras_file = "final_model_LSTM_GloVe-300d-Fige.keras" + elif "word2vec" in embedding_type: + keras_file = "final_model_LSTM_Word2Vec-Fige.keras" + else: + raise ValueError(f"Unknown embedding type: {embedding_type}") + + print(f"{embedding_type} model found. Downloading model associated with run_id: {run_id}") + + def dl(path): + return client.download_artifacts(run_id=run_id, path=f"{base_path}/{path}", dst_path=local_dir) + + # 🔽 Download artifacts + model_path = dl(keras_file) + tokenizer_path = dl(tokenizer_file) + print("Contents of downloaded_artifacts:", os.listdir(local_dir)) + + # 📦 Load + model = load_model(model_path) + with open(tokenizer_path, "rb") as f: + tokenizer = pickle.load(f) + + return model, tokenizer, embedding_type + +# 🚀 Launch the API +app = FastAPI(title="Sentiment Prediction API - Air Paradis") +# app = FastAPI(title="Sentiment Prediction API - Air Paradis", +# root_path="/api") + +try: + model, tokenizer, embedding_type = load_model_and_artifacts() +except Exception as e: + print(f"\n❌ Error loading artifacts: {e}") + model, tokenizer = None, None + +@app.get("/") +def root(): + return {"message": "Sentiment API - Air Paradis - online"} + +@app.post("/predict") +def predict_sentiment(request: TweetRequest): + if model is None or tokenizer is None: + raise HTTPException(status_code=503, detail="Model or artifacts unavailable.") + + try: + processed_tweet = preprocess_tweet(request.tweet) + except Exception as e: + raise HTTPException(status_code=500, detail=f"Preprocessing error: {e}") + + if not processed_tweet.strip(): + raise HTTPException(status_code=400, detail="Tweet is empty or invalid after preprocessing.") + + try: + sequence = tokenizer.texts_to_sequences([processed_tweet]) + sequence_padded = pad_sequences(sequence, maxlen=model.input_shape[1]) + prediction_prob = model.predict(sequence_padded)[0][0] + if prediction_prob >= 0.5: + sentiment = "positive" + else: + sentiment = "negative" + # prediction_prob = 1 - prediction_prob + except Exception as e: + raise HTTPException(status_code=500, detail=f"Inference error: {e}") + + return { + "sentiment": sentiment, + "probability": float(prediction_prob) + } + +# Replace the dict with a global empty DataFrame initially +error_reports_df = pd.DataFrame(columns=["tweet", "prediction", "probability", "timestamp"]) + +@app.post("/report_error") +def report_error(request: ReportRequest): + global error_reports_df + + tweet = request.tweet.strip() + prediction = request.prediction.strip().lower() + probability = request.probability + + if not tweet or not prediction: + raise HTTPException(status_code=400, detail="Missing tweet or prediction.") + if probability < 0 or probability > 1: + raise HTTPException(status_code=400, detail="Invalid probability. Must be between 0 and 1.") + + now = datetime.utcnow() + + # Check if tweet already exists to avoid duplicates + existing_idx = error_reports_df.index[error_reports_df["tweet"] == tweet].tolist() + if existing_idx: + # Update existing row + idx = existing_idx[0] + error_reports_df.at[idx, "prediction"] = prediction + f' (p = {probability:.2f} ) ' + error_reports_df.at[idx, "probability"] = probability + error_reports_df.at[idx, "timestamp"] = now + else: + # Add new row + new_row = { + "tweet": tweet, + "prediction": prediction + f' (p = {probability:.2f} ) ', + "probability": probability, + "timestamp": now + } + error_reports_df = pd.concat([error_reports_df, pd.DataFrame([new_row])], ignore_index=True) + + report_sent = False + + # Condition: every 3 reports and max 5 min interval between the last 3 + try: + if len(error_reports_df) % 3 == 0: + last_three = error_reports_df.sort_values("timestamp", ascending=False).head(3) + times = last_three["timestamp"].sort_values() + delta = times.iloc[-1] - times.iloc[0] + if delta <= timedelta(minutes=5): + reports_dict = dict(zip( + last_three["tweet"], + last_three["prediction"] + )) + print(f"📧 Attempting to send email for {len(error_reports_df)} reports...") + email_success = send_error_report_email(reports_dict) + if email_success: + print(f"✅ Email successfully sent for {len(error_reports_df)} reports") + report_sent = True + # DELETE the last 3 reports sent + # Identify indexes to delete + to_remove_idx = last_three.index + error_reports_df = error_reports_df.drop(to_remove_idx).reset_index(drop=True) + else: + print(f"❌ Failed to send email for {len(error_reports_df)} reports") + + except Exception as e: + print(f"❌ Error while sending email: {e}") + # Continue even if it fails + + return {"report_sent": report_sent} + \ No newline at end of file diff --git a/deployment/api/nginx.conf b/deployment/api/nginx.conf new file mode 100644 index 0000000..6d95b0e --- /dev/null +++ b/deployment/api/nginx.conf @@ -0,0 +1,38 @@ +# This reverse proxy configuration aims to make calls to different services running under different ports (Streamlit :8501 and FastAPI :8000) by calling only one port : the nginx one (:8080) +# The 8080 has to be opened (Dockerfile) and used by app.py (streamlit) in order to make right calls. +worker_processes 1; + +events { worker_connections 1024; } + +http { + server { + listen 8080; + + location /api/ { + proxy_pass http://127.0.0.1:8000/; + proxy_set_header Host $host; + proxy_set_header X-Real-IP $remote_addr; + proxy_set_header X-Forwarded-For $proxy_add_x_forwarded_for; + proxy_set_header X-Forwarded-Proto $scheme; + } + + location / { + proxy_pass http://127.0.0.1:8501/; + + proxy_http_version 1.1; + proxy_set_header Upgrade $http_upgrade; + proxy_set_header Connection "upgrade"; + + proxy_set_header Host $host; + proxy_set_header X-Real-IP $remote_addr; + proxy_set_header X-Forwarded-For $proxy_add_x_forwarded_for; + proxy_set_header X-Forwarded-Proto $scheme; + } + + location /health { + return 200 'OK'; + add_header Content-Type text/plain; + } + + } +} diff --git a/deployment/api/preprocessing.py b/deployment/api/preprocessing.py new file mode 100644 index 0000000..40e6e3a --- /dev/null +++ b/deployment/api/preprocessing.py @@ -0,0 +1,80 @@ +import re +import html +import nltk +from nltk.corpus import stopwords +from nltk.tokenize import word_tokenize +from nltk.stem import WordNetLemmatizer + +# Ensure that the necessary resources are available +try: + stopwords.words('english') + word_tokenize("test") + WordNetLemmatizer().lemmatize("testing") +except LookupError: + nltk.download('punkt') + nltk.download('punkt_tab') + nltk.download('stopwords') + nltk.download('wordnet') + nltk.download('omw-1.4') + +# PREPROCESSING FUNCTION FOR CLASSIC AND ADVANCED MODELS +def preprocess_tweet(tweet): + """ + Preprocesses a tweet for classic ML models or word embedding models (e.g., Word2Vec, GloVe). + The text is cleaned, normalized, lemmatized, and stripped of unnecessary noise. + """ + + # Ensure input is a string + if not isinstance(tweet, str): + return "" + + # Decode HTML entities (e.g., & → &) + tweet = html.unescape(tweet) + # print(tweet + '\n') + + # Convert text to lowercase + tweet = tweet.lower() + # print(tweet + '\n') + + # Replace URLs with a generic token + tweet = re.sub(r'https?://\S+|www\.\S+', '', tweet) + # print(tweet + '\n') + + # Replace mentions (@username) with a generic token + tweet = re.sub(r'@\w+', '', tweet) + # print(tweet + '\n') + + # Separate hashtags from the word to preserve semantics during tokenization + tweet = re.sub(r'#(\w+)', r'# \1', tweet) + # print(tweet + '\n') + + # Remove unwanted punctuation and special characters (except useful ones like < > @ # ! ?) + tweet = re.sub(r'[^\w\s<>@#!?]', '', tweet) + # print(tweet + '\n') + + # Remove non-printable/control characters (e.g., \n, \t, emojis, corrupted unicode) + tweet = re.sub(r'[^\x20-\x7E]', '', tweet) + # print(tweet + '\n') + + # Tokenize the tweet into individual words + tokens = word_tokenize(tweet) + # print(tokens) + # print('\n') + + # Lemmatize each token to its base form (e.g., "running" → "run") + lemmatizer = WordNetLemmatizer() + tokens = [lemmatizer.lemmatize(token) for token in tokens] + # print(tokens) + # print('\n') + + # Remove stopwords, but keep negation-related words (important for sentiment) + stop_words = set(stopwords.words('english')) + important_words = {'no', 'not', 'nor', 'neither', 'never', 'nobody', 'none', 'nothing', 'nowhere'} + stop_words = stop_words - important_words + tokens = [token for token in tokens if token not in stop_words] + # print(tokens) + # print('\n') + + + # Reconstruct the cleaned tweet + return ' '.join(tokens) \ No newline at end of file diff --git a/deployment/api/requirements.txt b/deployment/api/requirements.txt new file mode 100644 index 0000000..14c5515 --- /dev/null +++ b/deployment/api/requirements.txt @@ -0,0 +1,21 @@ +# === API FastAPI === +fastapi==0.115.14 +uvicorn==0.35.0 +pydantic==2.11.7 +starlette==0.46.2 +# === Interface Streamlit === +streamlit==1.46.1 +requests==2.32.4 +# === Machine Learning === +tensorflow==2.19.0 +mlflow==3.1.1 +boto3==1.39.2 +numpy==2.1.3 +pandas==2.3.0 +# === Traitement de texte === +nltk==3.9.1 +# === Utilitaires === +python-dotenv==1.1.1 +httpx==0.28.1 +# === Dépendances système === +protobuf==3.20.3 diff --git a/deployment/api/start.sh b/deployment/api/start.sh new file mode 100644 index 0000000..9bca865 --- /dev/null +++ b/deployment/api/start.sh @@ -0,0 +1,35 @@ +#!/bin/bash + +set -e + +# S'assurer que les répertoires de cache et de log Nginx sont accessibles en écriture +mkdir -p /var/cache/nginx /var/run/nginx /var/log/nginx +chown -R www-data:www-data /var/cache/nginx /var/run/nginx /var/log/nginx + +echo "Starting Streamlit..." +streamlit run app.py \ + --server.port 8501 \ + --server.address 0.0.0.0 \ + --server.enableXsrfProtection false \ + --server.enableCORS false \ + & # Lance en arrière-plan + +echo "Starting FastAPI..." +uvicorn main:app --host 0.0.0.0 --port 8000 --loop asyncio & # Lance en arrière-plan + +# MODIFICATION IMPORTANTE ICI: Vérifier Streamlit sur le bon chemin +echo "Waiting for Streamlit to be ready..." +until curl -s http://127.0.0.1:8501 > /dev/null; do + sleep 1 +done +echo "Streamlit is ready!" + +# MODIFICATION: Vérifier FastAPI sur un endpoint existant, par exemple /docs ou /health +echo "Waiting for FastAPI to be ready..." +until curl -s http://127.0.0.1:8000/docs > /dev/null; do # Assurez-vous que /docs est un endpoint léger + sleep 1 +done +echo "FastAPI is ready!" + +echo "Launching NGINX..." +nginx -c /etc/nginx/nginx.conf -g 'daemon off;' diff --git a/deployment/api/tests/test_email_service.py b/deployment/api/tests/test_email_service.py new file mode 100644 index 0000000..38c4dfc --- /dev/null +++ b/deployment/api/tests/test_email_service.py @@ -0,0 +1,38 @@ +# Utilisation de mock pour simuler l'envoi de mails mais sans spammer une boîte. + +from unittest.mock import patch, MagicMock +import os +import sys +from dotenv import load_dotenv + +# Ajouter le répertoire parent au path pour importer email_service +sys.path.append(os.path.abspath(os.path.join(os.path.dirname(__file__), "../"))) + +from email_service import send_error_report_email + +# Charger les variables d'environnement +dotenv_path = '../../../.env' +load_dotenv(dotenv_path) + +@patch("smtplib.SMTP") +def test_email_service_connection(mock_smtp): + """ + Test SMTP connection without actually sending the email + """ + # 🔧 Configuration du mock + mock_server = MagicMock() + mock_smtp.return_value.__enter__.return_value = mock_server + + test_reports = { + "Flight cancelled without notice": "positif" + } + + # Appel de la fonction + result = send_error_report_email(test_reports) + + # ✅ Assertions + assert result is True + mock_smtp.assert_called_with(os.getenv("SMTP_SERVER"), int(os.getenv("SMTP_PORT", 587))) + mock_server.starttls.assert_called_once() + mock_server.login.assert_called_once_with(os.getenv("SMTP_EMAIL"), os.getenv("SMTP_PASSWORD")) + mock_server.send_message.assert_called_once() diff --git a/deployment/api/tests/test_main.py b/deployment/api/tests/test_main.py new file mode 100644 index 0000000..ba4afe5 --- /dev/null +++ b/deployment/api/tests/test_main.py @@ -0,0 +1,32 @@ +import os +import sys +from fastapi.testclient import TestClient + +# Add parent directory to path to import email_service +sys.path.append(os.path.abspath(os.path.join(os.path.dirname(__file__), "../"))) + +from main import app + +client = TestClient(app) + +def test_root_endpoint(): + response = client.get("/") + assert response.status_code == 200 + assert response.json() == {"message": "Sentiment API - Air Paradis - online"} + +def test_predict_sentiment(): + response = client.post("/predict", json={"tweet": "I love this airline !"}) + assert response.status_code == 200 + data = response.json() + assert "sentiment" in data + assert "probability" in data + assert data["sentiment"] in ["positive", "negative"] + +def test_missing_tweet(): + response = client.post("/predict", json={}) + assert response.status_code == 422 # Unprocessable Entity (FastAPI) + +def test_empty_tweet(): + response = client.post("/predict", json={"tweet": ""}) + assert response.status_code == 400 + assert response.json()["detail"] == "Tweet is empty or invalid after preprocessing." \ No newline at end of file diff --git a/deployment/api/tests/test_preprocessing.py b/deployment/api/tests/test_preprocessing.py new file mode 100644 index 0000000..d9bc3c9 --- /dev/null +++ b/deployment/api/tests/test_preprocessing.py @@ -0,0 +1,28 @@ +import os +import sys + +# Ajouter le répertoire parent au path pour importer email_service +sys.path.append(os.path.abspath(os.path.join(os.path.dirname(__file__), "../"))) +from preprocessing import preprocess_tweet + + +def test_preprocess_tweet_removes_hashtags(): + tweet = """ + Just flew w/ @AirParadis 🚀 & I’m in LOVE! Epic service, comfy seats, good prices at https://airparadis.com + #bestflight #AirParadis + """ + assert preprocess_tweet(tweet) == 'flew w < MENTION > im love ! epic service comfy seat good price < URL > # bestflight # airparadis' + +def test_preprocess_tweet_removes_mentions(): + tweet = """ + "Flight of dreams" w/ @AirParadis! Got food, space & smiles 😄 I’ll book again! + #AirParadis + """ + assert preprocess_tweet(tweet) == 'flight dream w < MENTION > ! got food space smile ill book ! # airparadis' + +def test_preprocess_tweet_lowercases_text(): + tweet = """ + My 3rd time w/ @AirParadis & still amazed 😍 Crew = lovely à every step! + #flyhappy #AirParadis + """ + assert preprocess_tweet(tweet) == '3rd time w < MENTION > still amazed crew lovely every step ! # flyhappy # airparadis' diff --git a/docs/Basic-Models.png b/docs/Basic-Models.png new file mode 100644 index 0000000000000000000000000000000000000000..70108f40e5ca386a7021c223a7c94846601df73c GIT binary patch literal 136099 zcmeEucT|C}Tv^(Bk?~gae8{>^1Ev|DQBpv_?w?m2ws)`)2z1bOz^8nFNnX#9g=O=3^8Z!w zvT;@{t5{elCx6kr`e?ZGipSQbrR6U(H0rNxPuBh9|JHr`e|{a4f3WZRzVE)fyH!ms ze|!G+)P2`A(;j~(zio}x>eWx8e{%cW5F@Yp8)wYu*k-R*d$Bw#&Y$&Mr8)eh*h7W; zt37H*hn0k)q%AhcMb{t1CH(axR&_Y_o4@~sg~eZ*6Sw^L&#u!AoB#eh%k#_s*MGIi zbkt4+BLyh_Q#I5*~cYbo+y$!!+-$s#LdDS)UGY|Hi>Kz$Ld9eSq 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d’analyse de sentiments à partir de tweets, depuis la modélisation jusqu’au déploiement MLOps. Ce billet de blog revient sur les étapes clés du projet : choix méthodologiques, comparaison des modèles, mise en production d’une API robuste, et déploiement sur deux environnements (local + cloud). 🧠🔧 + +--- + +## 🔍 Trois approches de modélisation supervisée + +Nous avons testé trois approches complémentaires pour prédire le sentiment d’un tweet. Chacune repose sur une représentation textuelle différente et un algorithme d’apprentissage adapté : + +### 1. 🧱 Approche simple : Bag-of-Words (BoW) + modèles de machine learning + +On vectorise les tweets via BoW ou BoW + TF-IDF, qui comptent la fréquence des mots. +Contrairement à d'autres projets NLP, nous avons évité LDA (non supervisé, orienté topic modeling). + +➡️ **Modèles testés** : +- Régression Logistique +- Naive Bayes +- SVM +- Random Forest + +Ces modèles sont entraînés avec **GridSearchCV**, en optimisant la **précision (`precision`)**, notre KPI métier. Différents KPI ont été calculés sur l'ensemble de test. + +![Scores modèles simples](./Basic-Models.png) + +--- + +### 2. 🔥 Approche avancée : Word Embeddings + LSTM + +Nous utilisons des vecteurs denses Word2Vec (entraînés) et GloVe 300d (préentraînés par Stanford), qui capturent les similarités sémantiques entre mots. Ces représentations ne prennent toutefois **pas en compte le contexte** exact (ex : "annulé" est probablement un mot très négatif pour un vol mais positif pour un procès contenant des charges contre vous). + +La classification est réalisée par un **LSTM**, capable d'exploiter la séquentialité des mots. +Le **modèle déployé est automatiquement sélectionné** entre Word2Vec + LSTM et GloVe + LSTM, selon la **précision maximale enregistrée dans MLFlow**. + +Modèle `Word2Vec + LSTM` (`test_precision : 0.797 , val_precision : 0.795`): +![Scores entrainement modèle avancé LSTM + Word2Vec](./Word2Vec_LSTM_epoch9.png) +Modèle `GloVe 300d + LSTM` (`test_precision : 0.792 , val_precision : 0.798`): +![Scores entrainement modèles avancés LSTM + GloVe 300d](./GloVe-300d_LSTM_epoch12.png) + +Bien que GloVe 300d + LSTM présente un score de précision légèrement supérieur à Word2Vec + LSTM sur l'ensemble de validation, il reste inférieur pour l'ensemble de test (relativement négligeable dans l'absolu). + +--- + +### 3. 🤖 Approche transformer : DistilBERT, embeddings contextuels allégés + +Nous avons utilisé **DistilBERT**, une version plus légère et plus rapide de BERT (créée par Hugging Face). +Il conserve **95 % de la performance de BERT** tout en étant **40 % plus petit** et **60 % plus rapide**, ce qui le rend particulièrement adapté à un **entraînement sur GPU limité** (Google Colab) et à une **inférence plus rapide**. + +Comme BERT, DistilBERT produit des **embeddings contextuels**, c’est-à-dire que le sens des mots varie selon leur contexte. Par exemple, *"banque"* dans *"je vais à la banque"* et *"banque de données"* n’aura pas le même vecteur. + +Il a été **fine-tuné** ici pour une classification binaire (positif/négatif), avec un tokenizer et un encodage spécifiques à son architecture. + +> **Modèle `DistilBERT`** (`test_precision : 0.861 , val_precision : 0.858`) + +![Courbes d'entraînement DistilBERT](./bert_training_curves_epoch1.png) +![Matrice de Confusion](./bert_confusion_matrix.png) +![ROC Curve](./bert_roc_curve.png) + +⚠️ **Limites** : comme tous les modèles préentraînés, DistilBERT **n’est pas sensible à l’ironie, aux jeux de mots, ni aux références culturelles implicites**. +Or, Twitter est un terrain de jeu idéal pour ce genre de contenus détournés. Ces limites s’appliquent aussi à Word2Vec, GloVe et aux modèles classiques. + +--- + +## 🎯 Pourquoi optimiser la précision (et non l'accuracy) ? + +**Accuracy** = proportion de bonnes prédictions globales. +**Precision** = proportion de tweets *prévus positifs* qui sont *vraiment positifs*. + +> Exemple : sur 100 tweets, si le modèle prédit 30 positifs, mais 15 sont des erreurs, la précision est de 50 %. + +Nous avons préféré **minimiser les faux positifs**, car dans un contexte sensible, **annoncer un tweet positif alors qu’il est négatif peut être problématique**. + +- Modèles classiques : **GridSearchCV optimisé sur la précision** +- Modèles DL : **EarlyStopping sur val_loss**, mais **sélection finale sur la précision** + +--- + +## ⚙️ Environnement MLOps souverain + +### 🖥️ Serveur personnel NAS + OpenMediaVault + +MLFlow est installé sur un **NAS personnel (Intel N100)**, sous **OpenMediaVault (Debian)**. +Nous utilisons **MinIO** pour stocker artefacts et modèles, garantissant une gestion locale, souveraine et compatible S3. + +> Les notebooks, exécutés sur Google Colab pour bénéficier de GPU, loggent dans MLFlow et envoient les modèles vers MinIO via des **variables d’environnement**. + +Dashboard Expériences MLFlow : +![Dashboard MLFLow](./mlflow_experiments_dashboard.png) + +Modèles en production (registre de modèles): +![Models Registry](mlflow_models_registry_2.png) + +Meilleur modèle non BERT retenu : +![Modèle retenu](mlflow_models_registry_best_LSTM_model.png) +![Meilleur modèle non BERT](mlflolw_experiments_dashboard_best_LSTM_model.png) +--- + +## 🧪 CI, tests et versioning + +### ✅ Tests unitaires + +- Vérifient le bon fonctionnement du prétraitement, des prédictions et de la gestion d’erreurs. +- Intégrés à **GitHub Actions**, **ils bloquent le déploiement si les tests échouent.** + +### 🐳 Conteneurisation & CI/CD + +L’API FastAPI est packagée via Docker, puis poussée sur DockerHub. +Un [pipeline CI/CD](https://github.com/GrgMdmn/OpenClassrooms_AI_Projects/blob/main/.github/workflows/p7_ci-cd.yml) complet garantit **un déploiement reproductible**. Il assure: +- La validation de tests unitaires +- La construction et le push de l'api conteneurisée sur [dockerhub](https://hub.docker.com/r/grgmdmn/sentiment_api) + +![github workflow](github_ci-cd.png) +--- + +## 🚀 Déploiement de l’API FastAPI (double) + +### 🔧 Backend : FastAPI + +- Expose un endpoint `/predict` +- Charge dynamiquement le **meilleur modèle Word Embedding + LSTM** via le *Model Registry* MLFlow +- Applique les bons embeddings selon le tag `embedding_type` + +### 💻 Interface Streamlit + +Interface locale pour tester les requêtes, debug, démonstrations. + +![Streamlit Local](./streamlit_interface_local.png) + +--- + +### 🌐 Double déploiement (NAS + Google Cloud) + +#### 🔧 Problème AVX2 + +Initialement, l’API ne fonctionnait pas sur le NAS (processeur Intel N100), car celui-ci ne prenait pas en charge les instructions **AVX2**, requises par TensorFlow. + +> 🛠️ **Solution** : activation manuelle du support AVX2 dans le BIOS. Cette option est souvent désactivée par défaut sur les cartes mères orientées NAS pour des raisons de consommation énergétique ou de stabilité. + +Depuis cette modification, le NAS peut exécuter l’API sans erreurs. + +--- + +#### 🚀 API déployées + +Le projet propose un **double déploiement** de l’API, en local et dans le cloud : + +- 🏠 **NAS local** : [sentiment-api.greg-madman-nas.duckdns.org](https://sentiment-api.greg-madman-nas.duckdns.org)\ +Interface Docker Compose sur le NAS : +![docker compose openmediavault](openmediavault_docker-compose_settings.png) + +- ☁️ **Google Cloud Run** : [sentiment-api-service-7772256003.europe-west1.run.app](https://sentiment-api-service-7772256003.europe-west1.run.app)\ +Interface de déploiement Google Cloud : +![déploiement google cloud](google_cloud_interface.png) + +--- + +#### 🔄 Déploiement continu automatisé (NAS uniquement) + +Pour assurer un **déploiement continu** sur le NAS, il a été choisi d'installer [**Watchtower**](https://containrrr.dev/watchtower/arguments/) pour rester dans un logique d'environnement 100% `docker`. Cet outil surveille toutes les **10 minutes** l’image Docker de l’API (`sentiment_api`) et, en cas de nouvelle version disponible sur DockerHub, redémarre automatiquement le conteneur avec la dernière image. +![Docker Watchtower dans OMV Docker-Compose](watchtower_docker.png) + +Ce mécanisme garantit que la version déployée sur le NAS reste toujours synchronisée avec la dernière version validée par les tests sur GitHub Actions, **sans intervention manuelle**. +![Logs watchtower dans docker (console SSH)](watchtower_logs.png) + +Un **système d’alerte mail** notifie automatiquement toute mise à jour effectuée. +![Rapport mail watchtower update sentiment_api](watchtower_logs_by_email.png) + +--- + +## 📊 Monitoring maison + +Une logique d’alerte légère embarquée dans l’API : + +![1ère erreur](./api_first_error.png) + +![2ème erreur](./api_second_error.png) + +![3ème erreur](./api_third_error.png) + + +Si **3 erreurs de prédiction** consécutives sont détectées sur une **fenêtre de 5 min**, un rapport est généré automatiquement. + +![Rapport d'erreur envoyé par mail](./api_error_report.png) + + + +--- + +## 🧠 Schéma global du pipeline MLOps + +### Schéma synthétique +``` + ┌────────────┐ + │ Données │ + │ (tweets) │ + └─────┬──────┘ + │ + Prétraitement (regex, tokenisation, lemmatisation, stopwords) + │ + ┌─────────▼──────────┐ + │ Entraînement ML │ + └─────────┬──────────┘ + │ + Log via MLFlow + artefacts MinIO + │ + Sélection du meilleur modèle "avancé" (hors BERT) selon précision + │ + ┌─────────▼──────────┐ + │ API FastAPI │ + │ + Streamlit │ + └─────────┬──────────┘ + │ + Déploiement : + ├─ Google Cloud Run (manuel) + └─ NAS local (automatisé via Watchtower) + │ +┌──────────▼─────────────┐ +│ Monitoring léger maison│ +│ (alertes sur mauvaises │ +│ prédictions) │ +└────────────────────────┘ +``` +### Schéma détaillé +![Diagramme détaillé](diagram.drawio.png) + +--- + +## ✨ Conclusion + +Ce projet démontre comment construire une chaîne MLOps complète, autonome et reproductible pour du NLP appliqué à Twitter. +Il souligne les **forces et limites des modèles** (y compris BERT), la nécessité d’une métrique adaptée au contexte (précision vs accuracy), et l’importance d’un **déploiement maîtrisé**, même sur une infrastructure personnelle. + +--- + +💬 Merci pour votre lecture ! \ No newline at end of file diff --git a/docs/blog.md b/docs/blog.md new file mode 100644 index 0000000..e386f4c --- /dev/null +++ b/docs/blog.md @@ -0,0 +1,245 @@ +# ✨ Sentiment Analysis and MLOps Deployment: A Complete Experience Report + +As part of the *Air Paradis* project, we implemented a full sentiment analysis pipeline from tweets, covering everything from modeling to MLOps deployment. This blog post reviews the key project stages: methodological choices, model comparison, deployment of a robust API, and deployment on two environments (local + cloud). 🧠🔧 + +--- + +## 🔍 Three Supervised Modeling Approaches + +We tested three complementary approaches to predict the sentiment of a tweet. Each relies on a different text representation and a suitable learning algorithm: + +### 1. 🧱 Simple Approach: Bag-of-Words (BoW) + Machine Learning Models + +Tweets are vectorized using BoW or BoW + TF-IDF, which count word frequencies. +Unlike other NLP projects, we avoided LDA (unsupervised, topic modeling oriented). + +➡️ **Tested models**: +- Logistic Regression +- Naive Bayes +- SVM +- Random Forest + +These models are trained with **GridSearchCV**, optimizing **precision (`precision`)**, our key business KPI. Various KPIs were computed on the test set. + +![Simple Models Scores](./Basic-Models.png) + +--- + +### 2. 🔥 Advanced Approach: Word Embeddings + LSTM + +We use dense Word2Vec vectors (trained) and GloVe 300d (pretrained by Stanford), which capture semantic similarities between words. However, these representations **do not take into account the exact context** (e.g., "cancelled" is probably very negative for a flight but positive in a legal case with charges against you). + +Classification is done by an **LSTM**, capable of exploiting word sequentiality. +The **deployed model is automatically selected** between Word2Vec + LSTM and GloVe + LSTM, according to the **highest precision recorded in MLFlow**. + +Model `Word2Vec + LSTM` (`test_precision: 0.797, val_precision: 0.795`): +![Advanced LSTM + Word2Vec Training Scores](./Word2Vec_LSTM_epoch9.png) +Model `GloVe 300d + LSTM` (`test_precision: 0.792, val_precision: 0.798`): +![Advanced LSTM + GloVe 300d Training Scores](./GloVe-300d_LSTM_epoch12.png) + +Although GloVe 300d + LSTM shows a slightly better precision score on the validation set than Word2Vec + LSTM, it remains lower on the test set (relatively negligible overall). + +--- + +### 3. 🤖 Transformer Approach: DistilBERT, Lightweight Contextual Embeddings + +We used **DistilBERT**, a lighter and faster version of BERT (created by Hugging Face). +It retains **95% of BERT's performance** while being **40% smaller** and **60% faster**, making it especially suited for **training on limited GPUs** (Google Colab) and **faster inference**. + +Like BERT, DistilBERT produces **contextual embeddings**, meaning word meanings vary depending on context. For example, *"bank"* in *"I go to the bank"* and *"database bank"* will not have the same vector. + +It was **fine-tuned** here for binary classification (positive/negative), with a tokenizer and encoding specific to its architecture. + +> **Model `DistilBERT`** (`test_precision: 0.861, val_precision: 0.858`) + +![DistilBERT Training Curves](./bert_training_curves_epoch1.png) +![Confusion Matrix](./bert_confusion_matrix.png) +![ROC Curve](./bert_roc_curve.png) + +⚠️ **Limits**: Like all pretrained models, DistilBERT **is not sensitive to irony, puns, or implicit cultural references**. +Twitter is an ideal playground for this kind of nuanced content. These limits also apply to Word2Vec, GloVe, and classical models. + +--- + +## 🎯 Why Optimize Precision (Not Accuracy)? + +**Accuracy** = overall proportion of correct predictions. +**Precision** = proportion of *predicted positive* tweets that are *actually positive*. + +> Example: out of 100 tweets, if the model predicts 30 positives but 15 are wrong, precision is 50%. + +We preferred to **minimize false positives**, because in a sensitive context, **announcing a tweet as positive when it is negative can be problematic**. + +- Classical models: **GridSearchCV optimized for precision** +- Deep Learning models: **EarlyStopping on val_loss**, but **final selection based on precision** + +--- + +## ⚙️ Sovereign MLOps Environment + +### 🖥️ Personal NAS Server + OpenMediaVault + +MLFlow is installed on a **personal NAS (Intel N100)** running **OpenMediaVault (Debian)**. +We use **MinIO** to store artifacts and models, ensuring local, sovereign, and S3-compatible management. + +> Notebooks, run on Google Colab to leverage GPUs, log in MLFlow and send models to MinIO via **environment variables**. + +MLFlow Experiments Dashboard: +![MLFlow Dashboard](./mlflow_experiments_dashboard.png) + +Production Models (model registry): +![Models Registry](mlflow_models_registry_2.png) + +Best non-BERT selected model: +![Selected Model](mlflow_models_registry_best_LSTM_model.png) +![Best Non-BERT Model](mlflolw_experiments_dashboard_best_LSTM_model.png) + +--- + +## 🧪 CI, Testing and Versioning + +### ✅ Unit Tests + +- Check correct preprocessing, predictions, and error handling. +- Integrated into **GitHub Actions**, **blocking deployment if tests fail.** + +### 🐳 Containerization & CI/CD + +The FastAPI API is packaged with Docker, then pushed to DockerHub. +A full [CI/CD pipeline](https://github.com/GrgMdmn/OpenClassrooms_AI_Projects/blob/main/.github/workflows/p7_ci-cd.yml) guarantees **reproducible deployment**, ensuring: +- Validation of unit tests +- Build and push of the containerized API to [DockerHub](https://hub.docker.com/r/grgmdmn/sentiment_api) + +![GitHub Workflow](github_ci-cd.png) + +--- + +## 🚀 FastAPI API Deployment (Dual) + +### 🔧 Backend: FastAPI + +- Exposes a `/predict` endpoint +- Dynamically loads the **best Word Embedding + LSTM model** via MLFlow Model Registry +- Applies appropriate embeddings according to the `embedding_type` tag + +### 💻 Streamlit Interface + +Local interface for request testing, debugging, demonstrations. + +![Streamlit Local](./streamlit_interface_local.png) + +--- + +### 🌐 Dual Deployment (NAS + Google Cloud) + +#### 🔧 AVX2 Issue + +Initially, the API did not run on the NAS (Intel N100 CPU) because it did not support **AVX2 instructions**, required by TensorFlow. + +> 🛠️ **Solution**: manual activation of AVX2 support in BIOS. This option is often disabled by default on NAS motherboards for power consumption or stability reasons. + +Since this change, the NAS can run the API without errors. + +--- + +#### 🚀 Deployed APIs + +The project offers a **dual API deployment**, locally and in the cloud: + +- 🏠 **Local NAS**: [sentiment-api.greg-madman-nas.duckdns.org](https://sentiment-api.greg-madman-nas.duckdns.org) +Docker Compose interface on the NAS: +![Docker Compose OpenMediaVault](openmediavault_docker-compose_settings.png) + +- ☁️ **Google Cloud Run**: [sentiment-api-service-7772256003.europe-west1.run.app](https://sentiment-api-service-7772256003.europe-west1.run.app) +Google Cloud deployment interface: +![Google Cloud Deployment](google_cloud_interface.png) + +--- + +#### 🔄 Automated Continuous Deployment (NAS only) + +To ensure **continuous deployment** on the NAS, we chose to install [**Watchtower**](https://containrrr.dev/watchtower/arguments/) to maintain a 100% `docker` environment. This tool checks every **10 minutes** the Docker image of the API (`sentiment_api`) and, if a new version is available on DockerHub, automatically restarts the container with the latest image. +![Docker Watchtower in OMV Docker-Compose](watchtower_docker.png) + +This mechanism ensures that the version deployed on the NAS always stays synchronized with the latest version validated by GitHub Actions tests, **without manual intervention**. +![Logs watchtower in docker (SSH console)](watchtower_logs.png) + +An **email alert system** automatically notifies any update performed. +![Watchtower Logs by Email](watchtower_logs_by_email.png) + + +--- + +## 📊 Home-made Monitoring + +A lightweight alert logic embedded in the API: + +![1st Error](./api_first_error.png) +![2nd Error](./api_second_error.png) +![3rd Error](./api_third_error.png) + +If **3 consecutive prediction errors** are detected within a **5-minute window**, a report is automatically generated. + +![Error Report Sent by Email](./api_error_report.png) + +--- + +## 🧠 Overall MLOps Pipeline Diagram + +### Summary Diagram + +``` + ┌────────────┐ + │ Data │ + │ (tweets) │ + └─────┬──────┘ + │ + Preprocessing (regex, tokenization, lemmatization, stopwords) + │ + ┌─────────▼──────────┐ + │ ML Training │ + └─────────┬──────────┘ + │ + Logging via MLFlow + artifacts MinIO + │ + Select best "advanced" model (excluding BERT) by precision + │ + ┌─────────▼──────────┐ + │ FastAPI │ + │ + Streamlit │ + └─────────┬──────────┘ + │ + Deployment: + ├─ Google Cloud Run (manual) + └─ Local NAS (automated via Watchtower) + │ +┌──────────▼─────────────┐ +│ Lightweight in-house │ +│ Monitoring │ +│ (alerts on bad │ +│ predictions) │ +└────────────────────────┘ + +``` + +### Detailed Diagram +![Detailed Diagram](diagram.drawio.png) + +--- + +## ✨ Conclusion + +This project demonstrates how to build a complete, autonomous, and reproducible MLOps pipeline for NLP applied to Twitter. +It highlights the **strengths and limitations of the models** (including BERT), the need for a **metric adapted to the context** (precision vs accuracy), and the importance of **controlled deployment**, even on personal infrastructure. + +--- + +💬 Thank you for reading! + + + + + + + +Demander à ChatGPT diff --git a/docs/diagram.drawio b/docs/diagram.drawio new file mode 100644 index 0000000..bc42c3f --- /dev/null +++ b/docs/diagram.drawio @@ -0,0 +1,301 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + 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