Update app.py

app.py

@@ -22,16 +22,16 @@ row_options = ["None, Enter Manually"] + [str(i) for i in range(len(df))]
 # -----------------------------
 # 2️⃣ Autofill function
 # -----------------------------
-def autofill_fields(row_index):
-    if row_index == "None, Enter Manually":
-        return [None]*11
-    row = df.iloc[int(row_index)]
-    return (
-        row['Dose (g/pot)'], row['Soil N (ppm)'], row['Soil P (ppm)'],
-        row['Soil K (ppm)'], row['pH'], row['Chlorophyll (SPAD)'],
-        row['Shoot Length (cm)'], row['Root Length (cm)'], row['Shoot Wt (g)'],
-        row['Root Wt (g)'], row['Yield (g/pot)']
-    )
+# def autofill_fields(row_index):
+#     if row_index == "None, Enter Manually":
+#         return [None]*11
+#     row = df.iloc[int(row_index)]
+#     return (
+#         row['Dose (g/pot)'], row['Soil N (ppm)'], row['Soil P (ppm)'],
+#         row['Soil K (ppm)'], row['pH'], row['Chlorophyll (SPAD)'],
+#         row['Shoot Length (cm)'], row['Root Length (cm)'], row['Shoot Wt (g)'],
+#         row['Root Wt (g)'], row['Yield (g/pot)']
+#     )
 
 # -----------------------------
 # 3️⃣ Prediction function
@@ -130,7 +130,7 @@ with gr.Blocks(
                 label="Select Strain",
                 value=strain_names[0]  # default: Tetradesmus nigardi
             )
-            row_selector = gr.Dropdown(row_options, label="Select Row", value="None, Enter Manually")
+            # row_selector = gr.Dropdown(row_options, label="Select Row", value="None, Enter Manually")
 
             gr.Markdown("### Input Parameters")
             dose = gr.Number(label="Dose (g/pot)") # placeholder="Enter value"
@@ -139,21 +139,21 @@ with gr.Blocks(
             soil_k = gr.Number(label="Soil K (ppm)")
             ph = gr.Number(label="pH")
 
-            gr.Markdown("### Autofilled Actual Metrics (from Excel)")
-            chlorophyll = gr.Number(label="Chlorophyll (SPAD)")
-            shoot_len = gr.Number(label="Shoot Length (cm)")
-            root_len = gr.Number(label="Root Length (cm)")
-            shoot_wt = gr.Number(label="Shoot Wt (g)")
-            root_wt = gr.Number(label="Root Wt (g)")
+            # gr.Markdown("### Autofilled Actual Metrics (from Excel)")
+            # chlorophyll = gr.Number(label="Chlorophyll (SPAD)")
+            # shoot_len = gr.Number(label="Shoot Length (cm)")
+            # root_len = gr.Number(label="Root Length (cm)")
+            # shoot_wt = gr.Number(label="Shoot Wt (g)")
+            # root_wt = gr.Number(label="Root Wt (g)")
             yield_gp = gr.Number(label="Yield (g/pot)")
 
-            # # Hidden placeholders for metrics
-            # chlorophyll = gr.State(None)
-            # shoot_len = gr.State(None)
-            # root_len = gr.State(None)
-            # shoot_wt = gr.State(None)
-            # root_wt = gr.State(None)
-            # yield_gp = gr.State(None)
+            # Hidden placeholders for metrics
+            chlorophyll = gr.State(None)
+            shoot_len = gr.State(None)
+            root_len = gr.State(None)
+            shoot_wt = gr.State(None)
+            root_wt = gr.State(None)
+            yield_gp = gr.State(None)
 
             with gr.Row():
                 predict_btn = gr.Button(" Predict", variant="primary")
@@ -193,14 +193,14 @@ with gr.Blocks(
                 """
             )
 
-    #Autofill callback
-    row_selector.change(
-        fn=autofill_fields,
-        inputs=[row_selector],
-        outputs=[dose, soil_n, soil_p, soil_k, ph,
-                 chlorophyll, shoot_len, root_len,
-                 shoot_wt, root_wt, yield_gp]
-    )
+    # #Autofill callback
+    # row_selector.change(
+    #     fn=autofill_fields,
+    #     inputs=[row_selector],
+    #     outputs=[dose, soil_n, soil_p, soil_k, ph,
+    #              chlorophyll, shoot_len, root_len,
+    #              shoot_wt, root_wt, yield_gp]
+    # )
 
     # Prediction callback
     predict_btn.click(