Update app.py

app.py

@@ -21,15 +21,17 @@ import hopsworks
 # from huggingface_hub import hf_hub_download
 # m = hf_hub_download(repo_id="marvmk/model-test", filename="model.pkl")
 
-#project = hopsworks.login(api_key_value="4CY1rwa8iz8Yu6gG.TwayrYmsX4GQfhSp3LNKYTLvyFMfqAvnzNUQp5ae9K5HhfYxb5mcnLAutm1K18zV")
-#mr = project.get_model_registry()
-#model = mr.get_model("stock_modal", version=1)
-#model_dir = model.download()
-#model = joblib.load(model_dir + "/stock_model.pkl")
-
-from huggingface_hub import hf_hub_download
-m = hf_hub_download(repo_id="marvmk/model-test", filename="model.pkl")
-model = pickle.load(open(m, 'rb'))
+project = hopsworks.login(api_key_value="4CY1rwa8iz8Yu6gG.TwayrYmsX4GQfhSp3LNKYTLvyFMfqAvnzNUQp5ae9K5HhfYxb5mcnLAutm1K18zV")
+fs = project.get_feature_store()
+
+mr = project.get_model_registry()
+model = mr.get_model("stock_modal", version=1)
+model_dir = model.download()
+model = joblib.load(model_dir + "/stock_model.pkl")
+
+#from huggingface_hub import hf_hub_download
+#m = hf_hub_download(repo_id="marvmk/model-test", filename="model.pkl")
+#model = pickle.load(open(m, 'rb'))