show coder result in webapp (not show evolving code)

rdagent/app/kaggle/bo_loop.py

@@ -85,13 +85,14 @@ def propose(self, prev_out: dict[str, Any]):
         return hypothesis_list
 
     def _develop(self, hypothesis):
-        exp = self.hypothesis2experiment.convert(hypothesis, self.trace)
-        if hypothesis.action in [KG_ACTION_FEATURE_ENGINEERING, KG_ACTION_FEATURE_PROCESSING]:
-            code = self.feature_coder.develop(exp)
-        elif hypothesis.action == KG_ACTION_MODEL_FEATURE_SELECTION:
-            code = self.model_feature_selection_coder.develop(exp)
-        else:
-            code = self.model_coder.develop(exp)
+        with logger.tag("d"): # develop
+            exp = self.hypothesis2experiment.convert(hypothesis, self.trace)
+            if hypothesis.action in [KG_ACTION_FEATURE_ENGINEERING, KG_ACTION_FEATURE_PROCESSING]:
+                code = self.feature_coder.develop(exp)
+            elif hypothesis.action == KG_ACTION_MODEL_FEATURE_SELECTION:
+                code = self.model_feature_selection_coder.develop(exp)
+            else:
+                code = self.model_coder.develop(exp)
         return code
 
     def _estimate(self, code):
@@ -128,8 +129,8 @@ def select(self, prev_out):
                 hs.append(hypotheses[i])
         m = max(results)
         index = results.index(m)
-        logger.log_object(codes[index].sub_workspace_list, tag="d.coder result")
         logger.log_object(hs[index], tag="r.hypothesis generation")
+        logger.log_object(codes[index].sub_workspace_list, tag="d.coder result")
 
         return codes[index], hs[index]
 

rdagent/log/ui/app.py

@@ -551,6 +551,22 @@ def feedback_window():
 def evolving_window():
     title = "Development🛠️" if isinstance(state.scenario, SIMILAR_SCENARIOS) else "Development🛠️ (evolving coder)"
     st.subheader(title, divider="green", anchor="_development")
+
+    # TODO: only for suhan, add a check before merging to main
+    if len(state.msgs[round]["d.coder result"]) != 1:
+        st.toast(":red[**Coder result Length Error!**]", icon="!")
+    ws: list[FactorFBWorkspace | ModelFBWorkspace] = state.msgs[round]["d.coder result"][-1].content
+    tab_names = [
+        w.target_task.factor_name if isinstance(w.target_task, FactorTask) else w.target_task.name for w in ws
+    ]
+    wtabs = st.tabs(tab_names)
+    for j, w in enumerate(ws):
+        with wtabs[j]:
+            # Evolving Code
+            for k, v in w.code_dict.items():
+                with st.expander(f":green[`{k}`]", expanded=True):
+                    st.code(v, language="python")
+    return
 
     # Evolving Status
     if state.erounds[round] > 0: