324 lines
19 KiB
Python
324 lines
19 KiB
Python
from fastapi import FastAPI, Depends, HTTPException, status, Request, Response, UploadFile, File
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from fastapi.responses import RedirectResponse, FileResponse
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from fastapi.staticfiles import StaticFiles
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from sqlalchemy.orm import Session
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from typing import List
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import os, json, asyncio, shutil, base64, io, csv, zipfile
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from datetime import datetime
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import pytz
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from .database import engine, Base, get_db, SessionLocal
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from .auth import get_password_hash, generate_totp_secret, get_totp_uri, verify_password, verify_totp, create_access_token, verify_token
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from .schemas import AdminCreate, LoginRequest, ProjectCreate, ProjectResponse, ProjectRename, MessageCreate, MessageResponse, PasswordChange, ModelReplacementRequest, LogRequest
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from .models import User, Project, Message, SystemSettings, AIModel, FinancialLog
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from .orchestrator import run_orchestrator, sync_providers_models, sync_finances, activity_logs, log_activity
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Base.metadata.create_all(bind=engine)
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app = FastAPI(title="AETHAS38")
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assets_path = os.path.join(os.getcwd(), "frontend", "assets")
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avatars_path = os.path.join(assets_path, "avatars")
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os.makedirs(assets_path, exist_ok=True)
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os.makedirs(avatars_path, exist_ok=True)
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app.mount("/assets", StaticFiles(directory=assets_path), name="assets")
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async def scheduler_task():
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tz = pytz.timezone('Europe/Paris')
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while True:
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now = datetime.now(tz)
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if (now.hour == 0 or now.hour == 12) and now.minute == 0:
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db = SessionLocal()
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settings = db.query(SystemSettings).first()
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if settings:
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try: await sync_providers_models(db, settings, "Automatique")
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except: pass
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db.close()
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await asyncio.sleep(60)
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await asyncio.sleep(30)
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@app.on_event("startup")
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async def startup_event(): asyncio.create_task(scheduler_task())
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def is_setup_required(db: Session) -> bool: return db.query(User).filter(User.is_superadmin == True).first() is None
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def get_current_user(request: Request, db: Session = Depends(get_db)):
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token = request.cookies.get("session_token")
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if not token: raise HTTPException(status_code=401, detail="Non authentifié")
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payload = verify_token(token)
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if not payload: raise HTTPException(status_code=401, detail="Session expirée")
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user = db.query(User).filter(User.username == payload.get("sub")).first()
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if not user: raise HTTPException(status_code=401, detail="Utilisateur introuvable")
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return user
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@app.get("/")
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def read_root(db: Session = Depends(get_db)): return RedirectResponse(url="/setup") if is_setup_required(db) else RedirectResponse(url="/login")
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@app.get("/setup")
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def setup_page(db: Session = Depends(get_db)): return RedirectResponse(url="/login") if not is_setup_required(db) else FileResponse(os.path.join(os.getcwd(), "frontend", "index.html"))
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@app.get("/login")
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def login_page(db: Session = Depends(get_db)): return RedirectResponse(url="/setup") if is_setup_required(db) else FileResponse(os.path.join(os.getcwd(), "frontend", "login.html"))
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@app.post("/api/setup")
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def create_admin(admin_data: AdminCreate, db: Session = Depends(get_db)):
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if not is_setup_required(db): raise HTTPException(status_code=403, detail="Déjà installé.")
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new_admin = User(email=admin_data.email, username=admin_data.username, hashed_password=get_password_hash(admin_data.password), totp_secret=generate_totp_secret(), is_admin=True, is_superadmin=True)
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db.add(new_admin)
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new_settings = SystemSettings(smtp_host=admin_data.smtp_host, smtp_port=admin_data.smtp_port, smtp_user=admin_data.smtp_user, smtp_password=admin_data.smtp_password, openrouter_api_key=admin_data.openrouter_api_key, openrouter_management_key=admin_data.openrouter_management_key, groq_api_key=admin_data.groq_api_key, gemini_api_key=admin_data.gemini_api_key, deepseek_api_key=admin_data.deepseek_api_key, mistral_api_key=admin_data.mistral_api_key, cloudflare_account_id=admin_data.cloudflare_account_id, cloudflare_api_token=admin_data.cloudflare_api_token, huggingface_api_key=admin_data.huggingface_api_key)
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db.add(new_settings)
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db.commit()
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db.refresh(new_admin)
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return {"message": "Succès", "totp_secret": new_admin.totp_secret, "totp_uri": get_totp_uri(new_admin.totp_secret, new_admin.username)}
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@app.post("/api/login")
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def login(login_data: LoginRequest, response: Response, db: Session = Depends(get_db)):
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user = db.query(User).filter(User.username == login_data.username).first()
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if not user or not verify_password(login_data.password, user.hashed_password): raise HTTPException(status_code=401, detail="Identifiants incorrects.")
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if not verify_totp(user.totp_secret, login_data.totp_code): raise HTTPException(status_code=401, detail="2FA invalide.")
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response.set_cookie(key="session_token", value=create_access_token(data={"sub": user.username}), httponly=True, max_age=604800, samesite="lax")
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return {"message": "Connexion réussie"}
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@app.get("/dashboard")
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def dashboard(request: Request):
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token = request.cookies.get("session_token")
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if not token or not verify_token(token): return RedirectResponse(url="/login")
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return FileResponse(os.path.join(os.getcwd(), "frontend", "dashboard.html"))
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@app.get("/api/logs")
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def get_logs():
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return {"logs": activity_logs}
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@app.post("/api/logs")
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def add_frontend_log(req: LogRequest):
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log_activity(f"[Système UI] {req.message}")
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return {"status": "ok"}
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@app.post("/api/models/suggest_replacement")
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async def suggest_replacement(req: ModelReplacementRequest, db: Session = Depends(get_db)):
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log_activity(f"⚠️ Modèle indisponible: {req.missing_model}. Demande de suggestion à Gemini...")
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settings = db.query(SystemSettings).first()
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if not settings or not settings.gemini_api_key:
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log_activity("Clé Gemini non trouvée. Fallback forcé sur gemini-3.5-flash-lite.")
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return {"suggestion": "gemini-3.5-flash-lite", "reason": "Clé API Gemini non configurée dans le système."}
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models = db.query(AIModel).all()
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available = [m.model_id for m in models]
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prompt = f"Le modèle IA '{req.missing_model}' n'est plus disponible. Voici les modèles disponibles : {', '.join(available)}. Trouve le modèle le plus proche techniquement. Réponds UNIQUEMENT avec ce format strict : ID_DU_MODELE | Brève explication en français de 10 mots max. Si aucun ne correspond, renvoie gemini-3.5-flash-lite | Par défaut."
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try:
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from openai import AsyncOpenAI
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client = AsyncOpenAI(base_url="https://generativelanguage.googleapis.com/v1beta/openai/", api_key=settings.gemini_api_key)
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resp = await client.chat.completions.create(model="gemini-3.5-flash-lite", messages=[{"role": "user", "content": prompt}], max_tokens=50)
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res = resp.choices[0].message.content.strip()
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if "|" in res:
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parts = res.split("|")
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sugg = parts[0].strip()
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reason = parts[1].strip()
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else:
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sugg = res.strip()
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reason = "Sélectionné par Gemini."
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if sugg not in available and sugg != "gemini-3.5-flash-lite":
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sugg = "gemini-3.5-flash-lite"
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reason = "Gemini a suggéré un modèle invalide. Fallback par défaut."
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log_activity(f"✅ Remplacement trouvé : {req.missing_model} -> {sugg}")
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return {"suggestion": sugg, "reason": reason}
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except Exception as e:
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log_activity(f"Erreur d'interrogation Gemini: {str(e)}. Fallback par défaut.")
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return {"suggestion": "gemini-3.5-flash-lite", "reason": f"Erreur API."}
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@app.get("/api/users/me")
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def get_me(current_user: User = Depends(get_current_user)):
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return {"username": current_user.username, "is_admin": current_user.is_admin, "is_superadmin": current_user.is_superadmin, "avatar_path": current_user.avatar_path}
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@app.put("/api/users/me/password")
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def change_password(passwords: PasswordChange, db: Session = Depends(get_db), current_user: User = Depends(get_current_user)):
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if not verify_password(passwords.old_password, current_user.hashed_password): raise HTTPException(status_code=400, detail="L'ancien mot de passe est incorrect.")
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if len(passwords.new_password) < 8: raise HTTPException(status_code=400, detail="8 caractères minimum.")
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current_user.hashed_password = get_password_hash(passwords.new_password)
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db.commit()
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return {"message": "Mot de passe mis à jour."}
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@app.post("/api/users/me/avatar")
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async def upload_avatar(file: UploadFile = File(...), db: Session = Depends(get_db), current_user: User = Depends(get_current_user)):
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file_location = os.path.join(avatars_path, f"user_{current_user.id}.jpg")
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with open(file_location, "wb") as buffer: shutil.copyfileobj(file.file, buffer)
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current_user.avatar_path = f"/assets/avatars/user_{current_user.id}.jpg?v={int(datetime.now().timestamp())}"
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db.commit()
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return {"message": "Avatar mis à jour", "avatar_path": current_user.avatar_path}
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@app.get("/api/projects", response_model=List[ProjectResponse])
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def get_projects(db: Session = Depends(get_db), current_user: User = Depends(get_current_user)): return db.query(Project).filter(Project.user_id == current_user.id).order_by(Project.created_at.desc()).all()
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@app.post("/api/projects", response_model=ProjectResponse)
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def create_project(project: ProjectCreate, db: Session = Depends(get_db), current_user: User = Depends(get_current_user)):
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p = Project(title=project.title, user_id=current_user.id); db.add(p); db.commit(); db.refresh(p); return p
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@app.put("/api/projects/{project_id}/rename", response_model=ProjectResponse)
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def rename_project(project_id: int, project_data: ProjectRename, db: Session = Depends(get_db), current_user: User = Depends(get_current_user)):
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p = db.query(Project).filter(Project.id == project_id, Project.user_id == current_user.id).first()
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if not p: raise HTTPException(status_code=404)
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p.title = project_data.title; db.commit(); db.refresh(p); return p
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@app.put("/api/projects/{project_id}/pin", response_model=ProjectResponse)
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def toggle_pin_project(project_id: int, db: Session = Depends(get_db), current_user: User = Depends(get_current_user)):
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p = db.query(Project).filter(Project.id == project_id, Project.user_id == current_user.id).first()
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if not p: raise HTTPException(status_code=404)
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p.is_pinned = not p.is_pinned; db.commit(); db.refresh(p); return p
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@app.delete("/api/projects/{project_id}")
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def delete_project(project_id: int, db: Session = Depends(get_db), current_user: User = Depends(get_current_user)):
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p = db.query(Project).filter(Project.id == project_id, Project.user_id == current_user.id).first()
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if not p: raise HTTPException(status_code=404)
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db.delete(p); db.commit(); return {"message": "Supprimé"}
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@app.get("/api/projects/{project_id}/export")
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def export_project(project_id: int, format: str = "txt", db: Session = Depends(get_db), current_user: User = Depends(get_current_user)):
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p = db.query(Project).filter(Project.id == project_id, Project.user_id == current_user.id).first()
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messages = db.query(Message).filter(Message.project_id == project_id).order_by(Message.created_at.asc()).all()
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if format == "json":
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data = [{"role": m.role, "content": m.content, "date": m.created_at.isoformat()} for m in messages]
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return Response(content=json.dumps(data, indent=2), media_type="application/json", headers={"Content-Disposition": f"attachment; filename=export_{project_id}.json"})
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text = f"--- HISTORIQUE : {p.title} ---\n\n"
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for m in messages: text += f"[{m.created_at.strftime('%Y-%m-%d %H:%M:%S')}] {'VOUS' if m.role == 'user' else 'AETHAS38'}:\n{m.content}\n\n{'-'*50}\n\n"
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return Response(content=text, media_type="text/plain;charset=utf-8", headers={"Content-Disposition": f"attachment; filename=export_{project_id}.txt"})
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@app.get("/api/projects/{project_id}/messages", response_model=List[MessageResponse])
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def get_messages(project_id: int, db: Session = Depends(get_db), current_user: User = Depends(get_current_user)): return db.query(Message).filter(Message.project_id == project_id).order_by(Message.created_at.asc()).all()
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@app.post("/api/projects/{project_id}/messages", response_model=List[MessageResponse])
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async def create_message(project_id: int, message: MessageCreate, db: Session = Depends(get_db), current_user: User = Depends(get_current_user)):
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extracted_files_data = []
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files_names = []
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if message.files:
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for f in message.files:
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files_names.append(f.name)
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content = f.content
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if content.startswith("data:"):
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try:
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header, b64data = content.split(",", 1)
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file_bytes = base64.b64decode(b64data)
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ext = f.name.split('.')[-1].lower()
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extracted_text = ""
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if ext == 'pdf':
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try:
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import PyPDF2
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reader = PyPDF2.PdfReader(io.BytesIO(file_bytes))
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extracted_text = "\n".join([page.extract_text() for page in reader.pages if page.extract_text()])
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except ImportError:
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extracted_text = "[Erreur: L'administrateur doit exécuter 'pip install PyPDF2' sur le serveur pour lire les PDF.]"
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elif ext in ['xls', 'xlsx', 'xlsm', 'xlsb']:
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try:
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import openpyxl
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wb = openpyxl.load_workbook(io.BytesIO(file_bytes), data_only=False)
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for sheet_name in wb.sheetnames:
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sheet = wb[sheet_name]
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extracted_text += f"\n--- Feuille : {sheet_name} ---\n"
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for row in sheet.iter_rows(values_only=True):
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row_vals = [str(cell) if cell is not None else "" for cell in row]
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if any(row_vals):
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extracted_text += "\t".join(row_vals) + "\n"
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if ext in ['xlsm', 'xlsb', 'xls']:
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try:
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from oletools.olevba import VBA_Parser
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vbaparser = VBA_Parser("filename", data=file_bytes)
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if vbaparser.detect_vba_macros():
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extracted_text += "\n\n--- MACROS VBA DETECTEES ---\n"
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for (filename, stream_path, vba_filename, vba_code) in vbaparser.extract_macros():
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extracted_text += f"\n// Module: {vba_filename}\n{vba_code}\n"
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except ImportError:
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extracted_text += "\n[Extraction VBA impossible: L'administrateur doit exécuter 'pip install oletools' sur le serveur.]\n"
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except Exception as e:
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extracted_text += f"\n[Erreur de lecture VBA interne: {str(e)}]\n"
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except ImportError:
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extracted_text = "[Erreur: L'administrateur doit exécuter 'pip install openpyxl' sur le serveur pour lire Excel.]"
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else:
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extracted_text = file_bytes.decode('utf-8', errors='replace')
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extracted_files_data.append({"name": f.name, "content": extracted_text})
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except Exception as e:
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extracted_files_data.append({"name": f.name, "content": f"[ERREUR DE DECODAGE: {str(e)}]"})
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else:
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extracted_files_data.append({"name": f.name, "content": content})
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db_content = message.content
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if files_names:
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db_content += f"\n\n[Fichiers joints pour analyse : {', '.join(files_names)}]"
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db.add(Message(role=message.role, content=db_content, project_id=project_id))
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db.commit()
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history = db.query(Message).filter(Message.project_id == project_id).order_by(Message.created_at.asc()).all()
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settings = db.query(SystemSettings).first()
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conf = message.config.dict() if message.config else {"workers": ["gemini-3.5-flash-lite"]}
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ai_resp = await run_orchestrator(db, history, settings, conf, extracted_files_data)
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db.add(Message(role="assistant", content=ai_resp, project_id=project_id))
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db.commit()
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return db.query(Message).filter(Message.project_id == project_id).order_by(Message.created_at.asc()).all()
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# --- ROUTES MODÈLES & FINANCES ---
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@app.get("/api/models/info")
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def get_models_info(db: Session = Depends(get_db), current_user: User = Depends(get_current_user)):
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settings = db.query(SystemSettings).first()
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return {
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"last_sync_date": settings.last_sync_date.isoformat() if settings and settings.last_sync_date else None,
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"last_sync_type": settings.last_sync_type if settings else None,
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"models": db.query(AIModel).order_by(AIModel.name.asc()).all(),
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"finances": db.query(FinancialLog).all()
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}
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@app.get("/api/finances")
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def get_finances(db: Session = Depends(get_db), current_user: User = Depends(get_current_user)):
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return db.query(FinancialLog).all()
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@app.post("/api/models/sync")
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async def trigger_model_sync(db: Session = Depends(get_db), current_user: User = Depends(get_current_user)):
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if not current_user.is_admin: raise HTTPException(status_code=403, detail="Accès admin requis.")
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settings = db.query(SystemSettings).first()
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return await sync_providers_models(db, settings, "Manuelle")
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@app.get("/api/models/export")
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def export_models(db: Session = Depends(get_db), current_user: User = Depends(get_current_user)):
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if not current_user.is_admin: raise HTTPException(status_code=403, detail="Accès admin requis.")
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models = db.query(AIModel).order_by(AIModel.provider.asc(), AIModel.name.asc()).all()
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csv_io = io.StringIO()
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writer = csv.writer(csv_io, delimiter=',')
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writer.writerow(["Provider", "Model ID", "Name", "Domain", "Is Free", "Context Length", "Pricing Prompt", "Pricing Completion", "Description"])
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for m in models:
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writer.writerow([m.provider, m.model_id, m.name, m.domain, m.is_free, m.context_length, m.pricing_prompt, m.pricing_completion, m.description_fr])
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md_content = f"# Extraction des Modèles IA - AETHAS38\n\n**Date d'extraction :** {datetime.now().strftime('%d/%m/%Y à %H:%M:%S')}\n\n"
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providers = sorted(list(set(m.provider for m in models)))
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for prov in providers:
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md_content += f"## Fournisseur : {prov.upper()}\n\n"
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prov_models = [m for m in models if m.provider == prov]
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for m in prov_models:
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price_info = "**GRATUIT**" if m.is_free else f"In: ${m.pricing_prompt:.2f} / Out: ${m.pricing_completion:.2f}"
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ctx_info = f"{int(m.context_length/1000)}k"
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desc = m.description_fr.replace('\n', ' ') if m.description_fr else ""
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md_content += f"- **{m.name or m.model_id}** (`{m.model_id}`)\n"
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md_content += f" - *Domaine :* {m.domain}\n"
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md_content += f" - *Prix (1M tokens) :* {price_info}\n"
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md_content += f" - *Contexte :* {ctx_info}\n"
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md_content += f" - *Description :* {desc}\n\n"
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zip_io = io.BytesIO()
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with zipfile.ZipFile(zip_io, mode='w', compression=zipfile.ZIP_DEFLATED) as zf:
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zf.writestr("models_export.csv", csv_io.getvalue().encode('utf-8'))
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zf.writestr(f"{datetime.now().strftime('%Y%m%d')}-extraction-modeles.md", md_content.encode('utf-8'))
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zip_io.seek(0)
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return Response(
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content=zip_io.getvalue(),
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media_type="application/zip",
|
|
headers={"Content-Disposition": f"attachment; filename=aethas38_models_{datetime.now().strftime('%Y%m%d')}.zip"}
|
|
) |