Parse url

app.py

@@ -1,10 +1,23 @@
 import gradio as gr
 import asyncio
 from giskard.ml_worker.ml_worker import MLWorker
+from pydantic import AnyHttpUrl
+from giskard.settings import settings
+from urllib.parse import urlparse
 
 def run_ml_worker(url, api_key, hf_token):
     # Always run an external ML worker
-    ml_worker = MLWorker(False, url, api_key, hf_token)
+    parsed_url = urlparse(url)
+    backend_url = AnyHttpUrl(
+        url=f"{parsed_url.scheme if parsed_url.scheme else 'http'}://{parsed_url.hostname}"
+            f":{parsed_url.port if parsed_url.port else settings.ws_port}"
+            f"/{parsed_url.path if parsed_url.path and len(parsed_url.path) else settings.ws_path}",
+        scheme=parsed_url.scheme,
+        host=parsed_url.hostname,
+        port=parsed_url.port if parsed_url.port else settings.ws_port,
+        path=parsed_url.path if parsed_url.path and len(parsed_url.path) else settings.ws_path,
+    )
+    ml_worker = MLWorker(False, backend_url, api_key, hf_token)
     asyncio.get_event_loop().run_until_complete(ml_worker.start())
     return "ML worker finished its work"