added evaluations code

app.py

@@ -10,16 +10,34 @@ logging.basicConfig(level=logging.INFO)
 st.set_page_config(layout="wide")
 
 st.title("Observing potential fraudulent transactions")
+st.divider()
+
 st.write(
     "Fill in left hand side and click on button to observe a potential fraudulent transaction"
 )
 
-st.divider()
+def send_evaluation(client, deployment_id, request_log_id, prediction_log_id, evaluation_input):
+    """Send evaluation to Deeploy."""
+    try:
+        with st.spinner("Submitting response..."):
+            # Call the explain endpoint as it also includes the prediction
+            client.evaluate(deployment_id, request_log_id, prediction_log_id, evaluation_input)
+        return True
+    except Exception as e:
+        logging.error(e)
+        st.error(
+            "Failed to submit feedback."
+            + "Check whether you are using the right model URL and Token. "
+            + "Contact Deeploy if the problem persists."
+        )
+        st.write(f"Error message: {e}")
+
 
 def get_model_url():
+    """Get model url and retrieve workspace id and deployment id from it"""
     model_url = st.text_area(
-        "Model URL (without the /explain endpoint, default is the demo deployment)",
-        "https://api.app.deeploy.ml/workspaces/708b5808-27af-461a-8ee5-80add68384c7/deployments/dc8c359d-5f61-4107-8b0f-de97ec120289/",
+        "Model URL (default is the demo deployment)",
+        "https://api.app.deeploy.ml/workspaces/708b5808-27af-461a-8ee5-80add68384c7/deployments/1785f8b8-c5a6-4f55-9a83-df8bdb0b9977/",
         height=125,
     )
     elems = model_url.split("/")
@@ -43,12 +61,20 @@ with st.sidebar:
     # Add deeploy logo
     st.image("deeploy_logo.png", width=270)
     # Ask for model URL and token
-    host = st.text_input("Host (Changing is optional)", "app.deeploy.ml")
+    host = st.text_input("Host (changing is optional)", "app.deeploy.ml")
     model_url, workspace_id, deployment_id = get_model_url()
     deployment_token = st.text_input("Deeploy Model Token", "my-secret-token")
     if deployment_token == "my-secret-token":
         button_clicked = st.button("Get suspicious transaction", key="get1", help="Click to get a suspicious transaction", use_container_width=True, on_click=lambda: st.experimental_rerun())
 
+    # define client options and instantiate client
+    client_options = {
+    "host": host,
+    "deployment_token": deployment_token,
+    "workspace_id": workspace_id,
+    }
+    client = Client(**client_options)
+
 
 ChangeButtonColour("Get suspicious transaction", '#FFFFFF', "#00052D")#'#FFFFFF', "#00052D"