Update app.py

app.py

@@ -320,6 +320,39 @@ def check_cb(cost, salv, life, year, table_state):
     deltas, msg = audit_against_expected(exp, actual)
     return deltas, msg
 
+# --- Debug utilities ---
+def debug_dump(ocr_text, params, raw_tbl, norm_tbl, last_tbl, image):
+    import pandas as pd, io
+
+    def df_summary(name, df):
+        if isinstance(df, pd.DataFrame) and not df.empty:
+            head = df.head(5).to_string(index=False)
+            return f"**{name}**: shape={df.shape}, cols={list(df.columns)}\n```\n{head}\n```"
+        return f"**{name}**: {type(df).__name__} (empty or not a DataFrame)"
+
+    lines = []
+    lines.append(f"**OCR text length**: {len(ocr_text or '')}")
+    lines.append(f"**Params keys**: {sorted(list((params or {}).keys()))}")
+    lines.append(df_summary("raw_df (Tab 2)", raw_tbl))
+    lines.append(df_summary("norm_df (Tab 2)", norm_tbl))
+    lines.append(df_summary("last_table (State)", last_tbl))
+    report = "\n\n".join(lines)
+
+    # Return the report and echoes of the DFs and image for visual confirmation
+    # (use empty DataFrames if inputs aren't DataFrames)
+    def ensure_df(x):
+        return x if isinstance(x, pd.DataFrame) else pd.DataFrame()
+
+    return (
+        report,
+        ensure_df(raw_tbl),
+        ensure_df(norm_tbl),
+        ensure_df(last_tbl),
+        image  # echo the image
+    )
+
+
+
 # ---------- UI ----------
 with gr.Blocks(title="Jerry • HW Intake (Echo)") as demo:
     last_params = gr.State({})
@@ -359,6 +392,20 @@ with gr.Blocks(title="Jerry • HW Intake (Echo)") as demo:
         deltas_df  = gr.Dataframe(label="Differences (student − expected)", interactive=False)
         coach_txt  = gr.Markdown()
 
+    with gr.Tab("Debug"):
+        dbg_btn  = gr.Button("Dump OCR state")
+        dbg_md   = gr.Markdown()
+        dbg_raw  = gr.Dataframe(label="raw_df echo", interactive=False)
+        dbg_norm = gr.Dataframe(label="norm_df echo", interactive=False)
+        dbg_last = gr.Dataframe(label="last_table (State) echo", interactive=False)
+        dbg_img  = gr.Image(label="Image echo")
+
+    
+    
+
+
+
+    
     # ---------- Wire events AFTER all components exist ----------
     btn1.click(
         handle_docx,
@@ -391,6 +438,14 @@ with gr.Blocks(title="Jerry • HW Intake (Echo)") as demo:
     btn_build.click(build_cb, [in_cost, in_salv, in_life, in_year], [expected_df])
     btn_check.click(check_cb, [in_cost, in_salv, in_life, in_year, last_table], [deltas_df, coach_txt])
 
+
+    dbg_btn.click(
+        debug_dump,
+        # inputs come from the components/state already populated by handle_image
+        inputs=[ocr_txt, params_json2, raw_df, norm_df, last_table, img_in],
+        outputs=[dbg_md, dbg_raw, dbg_norm, dbg_last, dbg_img],
+    )
+    
     gr.Markdown("— Echo mode finished. When this looks good, we’ll plug in the SL solver + coaching.")
 
 if __name__ == "__main__":