columns error 5

app.py

@@ -1,15 +1,25 @@
 import gradio as gr
 import pandas as pd
+import json
 import functions  # Assuming functions.py has necessary imports and functions
 import tempfile
 
 
-def process_tables(table1_path, table2_path, harmonization, columns_embeddings_col1="Indicator Name", columns_embeddings_col2="Indicator name (leonardo)"):
+def process_tables(table1_path, table2_path, params_file_path):
     # Load tables
     table1 = pd.read_excel(table1_path.name)
     table2 = pd.read_excel(table2_path.name)
     
-    # Process column names
+    # Load parameters from the JSON file
+    with open(params_file_path.name, 'r') as f:
+        params = json.load(f)
+    
+    # Extract parameters
+    harmonization = params.get("harmonization", True)
+    columns_embeddings_col1 = params.get("columns_embeddings_col1", "Indicator Name")
+    columns_embeddings_col2 = params.get("columns_embeddings_col2", "Indicator name (leonardo)")
+    
+    # Process column names into lists
     columns_embeddings_col1 = [col.strip() for col in columns_embeddings_col1.split(',')]
     columns_embeddings_col2 = [col.strip() for col in columns_embeddings_col2.split(',')]
 
@@ -28,14 +38,17 @@ iface = gr.Interface(
     inputs=[
         gr.File(label="Upload Table 1 (Client Indicators or Framework Table)"),
         gr.File(label="Upload Table 2 (Internal Indicator or Indicator Table)"),
-        gr.Checkbox(label="Harmonization Mode", value=True),
-        gr.Textbox(label="Columns for Embeddings in Table 1", placeholder="Enter column names separated by commas", value="Indicator Name"),
-        gr.Textbox(label="Columns for Embeddings in Table 2", placeholder="Enter column names separated by commas", value="Indicator name (leonardo)")
+        gr.File(label="Upload Parameters File (JSON format)")
     ],
     outputs="file",
-    description="Upload two tables and process them based on the selected parameters. If harmonization, set Table 1 as the Framework Table and Table 2 as the Indicator Table. Otherwise, set Table 1 as the Client Indicators Table and Table 2 as the Internal Indicator Table."
+    description=(
+        "Upload two tables and a JSON parameters file to process them. The parameters file should include: "
+        "'harmonization' (True or False), 'columns_embeddings_col1' (comma-separated column names), "
+        "and 'columns_embeddings_col2' (comma-separated column names)."
+    )
 )
 
 iface.launch()
 
 
+