feat(predict): added road for prediction ajd load models

README.md

@@ -1,11 +0,0 @@
----
-title: NetSentinel
-emoji: 📊
-colorFrom: pink
-colorTo: pink
-sdk: docker
-pinned: false
-short_description: detecting and fine-tuning models against IoT network attacks
----
-
-Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference

app.py

@@ -1,11 +1,14 @@
 from fastapi import FastAPI
-from src.routes import user_routes, organisation_routes
+from routes import organization_routes, prediction_routes
+from src.routes import user_routes
 
 app = FastAPI(title="NetSentinel Backend")
 
 # Register routers
 app.include_router(user_routes.router)
-app.include_router(organisation_routes.router)
+app.include_router(organization_routes.router)
+app.include_router(prediction_routes.router)
+
 
 @app.get("/")
 def root():

src/controllers/{organisation_controller.py → organization_controller.py}

@@ -1,3 +1,3 @@
-def get_organisations():
-    print("Fetching organisations...")
+def get_organizations():
+    print("Fetching organization...")
     return {"message": "List of organisations"}

src/controllers/prediction_controller.py

@@ -0,0 +1,4 @@
+def global_prediction_on_csv():
+    # log dans la console
+    print("predicting...")
+    return {"message": "List of predictions"}

src/models/L1_Logistic_v0.joblib

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:79d5f16e998f61fdf1faff94e137865437cf932fc6a1fa5c6b01fa3cf4302c47
+size 2617

src/models/l2_XGBOOST_Supervisor_V0.joblib

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c27fc4fcfb190b6c580bfbcecfd9caebacdaa1036bc9b53671784dfaff12ee97
+size 5418

src/routes/organisation_routes.py

@@ -1,8 +0,0 @@
-from fastapi import APIRouter
-from src.controllers import organisation_controller
-
-router = APIRouter(prefix="/organisations", tags=["Organisations"])
-
-@router.get("/")
-def list_organisations():
-    return organisation_controller.get_organisations()

src/routes/organization_routes.py

@@ -0,0 +1,8 @@
+from fastapi import APIRouter
+from src.controllers import organization_controller
+
+router = APIRouter(prefix="/organizations", tags=["organizations"])
+
+@router.get("/")
+def list_organizations():
+    return organization_controller.get_organizations()

src/routes/prediction_routes.py

@@ -0,0 +1,8 @@
+from fastapi import APIRouter
+from src.controllers import prediction_controller
+
+router = APIRouter(prefix="/predict", tags=["predict"])
+
+@router.get("/")
+def list_users():
+    return prediction_controller.global_prediction_on_csv()