Revised to support submission specifications

rdagent/scenarios/kaggle/experiment/scenario.py

@@ -26,20 +26,22 @@ def __init__(self, competition: str) -> None:
         self.competition = competition
         self.competition_descriptions = crawl_descriptions(competition)
         self._source_data = self.source_data
-        self._output_format = self.output_format
-        self._interface = self.interface
-        self._simulator = self.simulator
 
         self.competition_type = None
         self.competition_description = None
         self.target_description = None
         self.competition_features = None
         self.submission_specifications = None
         self._analysis_competition_description()
-        self.if_action_choosing_based_on_UCB = KAGGLE_IMPLEMENT_SETTING.if_action_choosing_based_on_UCB
 
+        # Move these assignments after _analysis_competition_description
+        self._output_format = self.output_format
+        self._interface = self.interface
+        self._simulator = self.simulator
         self._background = self.background
 
+        self.if_action_choosing_based_on_UCB = KAGGLE_IMPLEMENT_SETTING.if_action_choosing_based_on_UCB
+
     def _analysis_competition_description(self):
         sys_prompt = (
             Environment(undefined=StrictUndefined)
@@ -62,14 +64,23 @@ def _analysis_competition_description(self):
             json_mode=True,
         )
 
-        response_json_analysis = json.loads(response_analysis)
-        self.competition_type = response_json_analysis.get("Competition Type", "No type provided")
-        self.competition_description = response_json_analysis.get("Competition Description", "No description provided")
-        self.target_description = response_json_analysis.get("Target Description", "No target provided")
-        self.competition_features = response_json_analysis.get("Competition Features", "No features provided")
-        self.submission_specifications = response_json_analysis.get(
-            "Submission Specifications", "No submission requirements provided"
-        )
+        try:
+            response_json_analysis = json.loads(response_analysis)
+            self.competition_type = response_json_analysis.get("Competition Type", "No type provided")
+            self.competition_description = response_json_analysis.get("Competition Description", "No description provided")
+            self.target_description = response_json_analysis.get("Target Description", "No target provided")
+            self.competition_features = response_json_analysis.get("Competition Features", "No features provided")
+            self.submission_specifications = response_json_analysis.get(
+                "Submission Specifications", "No submission requirements provided"
+            )
+        except json.JSONDecodeError:
+            print(f"Failed to parse JSON response: {response_analysis}")
+            # Set default values if JSON parsing fails
+            self.competition_type = "Unknown"
+            self.competition_description = "No description available"
+            self.target_description = "No target available"
+            self.competition_features = "No features available"
+            self.submission_specifications = "No submission requirements available"
 
     def get_competition_full_desc(self) -> str:
         return f"""Competition Type: {self.competition_type}
@@ -95,7 +106,7 @@ def background(self) -> str:
                 competition_description=self.competition_description,
                 target_description=self.target_description,
                 competition_features=self.competition_features,
-                submission_specifications=self.submission_specifications,
+                submission_specifications=self.submission_specifications
             )
         )
         return background_prompt
@@ -136,7 +147,9 @@ def source_data(self) -> str:
 
     @property
     def output_format(self) -> str:
-        return prompt_dict["kg_model_output_format"]
+        return Environment(undefined=StrictUndefined).from_string(prompt_dict["kg_model_output_format"]).render(
+            submission_specifications=self.submission_specifications
+        )
 
     @property
     def interface(self) -> str:
@@ -172,4 +185,6 @@ def get_scenario_all_desc(self) -> str:
 {self._simulator}
 The expected output & submission format specifications:
 {self.submission_specifications} # Added again to emphasize the importance
+The expected output & submission format specifications:
+{self.submission_specifications} # Added again to emphasize the importance
 """