remove redundant jinja parsing logic

lm_eval/api/task.py

@@ -18,7 +18,6 @@ from typing import (
     Optional,
     Tuple,
     Union,
-    cast,
 )
 
 import datasets
@@ -388,7 +387,7 @@ class Task(abc.ABC):
     def doc_to_audio(self, doc):
         raise NotImplementedError
 
-    def doc_to_prefix(self, doc):
+    def doc_to_prefix(self, doc) -> Union[str, None]:
         return ""
 
     def build_all_requests(
@@ -1288,27 +1287,22 @@ class ConfigurableTask(Task):
         return doc
 
     def doc_to_text(self, doc, doc_to_text=None):
-        if self.prompt is not None:
-            doc_to_text = self.prompt
-        elif doc_to_text is not None:
-            doc_to_text = doc_to_text
-        else:
-            doc_to_text = self.config.doc_to_text
+        doc_to_text = doc_to_text or self.config.doc_to_text
 
         if isinstance(doc_to_text, int):
             return doc_to_text
         elif isinstance(doc_to_text, str):
             if doc_to_text in self.features:
-                # if self.config.doc_to_choice is not None:
-                #     return self.doc_to_choice(doc)[doc[doc_to_text]]
-                # else:
                 return doc[doc_to_text]
             else:
                 text_string = utils.apply_template(doc_to_text, doc)
-                if text_string.isdigit() and self._config.doc_to_choice is not None:
-                    return ast.literal_eval(text_string)
-                else:
+                if not self.multiple_inputs:
                     return text_string
+                else:
+                    assert text_string.isdigit(), (
+                        "doc_to_text should be int label for multiple_inputs!"
+                    )
+                    return ast.literal_eval(text_string)
         elif callable(doc_to_text):
             return doc_to_text(doc)
         # Used when applying a Promptsource template
@@ -1323,39 +1317,21 @@ class ConfigurableTask(Task):
             print(type(doc_to_text))
             raise TypeError
 
-    def doc_to_target(self, doc: Mapping, doc_to_target=None) -> Union[int, str, list]:
-        if self.prompt is not None:
-            doc_to_target = self.prompt
-        elif doc_to_target is not None:
-            doc_to_target = doc_to_target
-        else:
-            doc_to_target = self.config.doc_to_target
+    def doc_to_target(
+        self, doc: dict[str, Any], doc_to_target=None
+    ) -> Union[int, str, list]:
+        doc_to_target = doc_to_target or self.config.doc_to_target
 
-        if isinstance(doc_to_target, int):
+        if isinstance(doc_to_target, int) or isinstance(doc_to_target, list):
             return doc_to_target
         elif isinstance(doc_to_target, str):
             if doc_to_target in self.features:
-                # if self.config.doc_to_choice is not None:
-                #     return self.doc_to_choice(doc)[doc[doc_to_target]]
-                # else:
                 return doc[doc_to_target]
-            else:
             target_string = utils.apply_template(doc_to_target, doc)
             if target_string.isdigit() and self._config.doc_to_choice is not None:
                 return ast.literal_eval(target_string)
-                elif (
-                    len(target_string) >= 2
-                    and (target_string[0] == "[")
-                    and (target_string[-1] == "]")
-                ):
-                    try:
-                        return ast.literal_eval(target_string)
-                    except (SyntaxError, ValueError):
-                        return target_string
             else:
                 return target_string
-        elif isinstance(doc_to_target, list):
-            return doc_to_target
         elif callable(doc_to_target):
             return doc_to_target(doc)
         # Used when applying a Promptsource template
@@ -1370,20 +1346,16 @@ class ConfigurableTask(Task):
             raise TypeError
 
     def doc_to_choice(self, doc: Any, doc_to_choice=None) -> List[str]:
-        if self.prompt is not None:
-            doc_to_choice = self.prompt
-        elif doc_to_choice is not None:
-            doc_to_choice = doc_to_choice
-        elif self.config.doc_to_choice is None:
+        doc_to_choice = doc_to_choice or self.config.doc_to_choice
+        if doc_to_choice is None:
             eval_logger.error("doc_to_choice was called but not set in config")
-        else:
-            doc_to_choice = self.config.doc_to_choice
 
         if isinstance(doc_to_choice, str):
             if doc_to_choice in self.features:
                 return doc[doc_to_choice]
             else:
-                return cast(list, utils.apply_template(doc_to_choice, doc))
+                # literal_eval for parsing "{{[x, y]}}"
+                return ast.literal_eval(utils.apply_template(doc_to_choice, doc))
         elif isinstance(doc_to_choice, list):
             return utils.apply_template(doc_to_choice, doc)
         elif isinstance(doc_to_choice, dict):
@@ -1441,19 +1413,20 @@ class ConfigurableTask(Task):
         else:
             return None
 
-    def doc_to_prefix(self, doc):
+    def doc_to_prefix(self, doc) -> Union[str, None]:
         if (gen_prefix := self.config.gen_prefix) is not None:
-            if gen_prefix in self.features:
-                return doc[gen_prefix]
-            else:
-                return utils.apply_template(gen_prefix, doc)
+            return (
+                doc[gen_prefix]
+                if gen_prefix in self.features
+                else utils.apply_template(gen_prefix, doc)
+            )
         return None
 
     def construct_requests(
         self, doc: dict, ctx: str, **kwargs
     ) -> Union[List[Instance], Instance]:
         apply_chat_template = kwargs.pop("apply_chat_template", False)
-        chat_template: Callable | None = kwargs.pop("chat_template", None)
+        chat_template: Union[Callable, None] = kwargs.pop("chat_template", None)
 
         aux_arguments = None