resolve some flak8 complaints about new code

Signed-off-by: Jared Van Bortel <[email protected]>

Author: cebtenzzre

gpt4all-bindings/python/gpt4all/_pyllmodel.py

@@ -9,7 +9,7 @@
 import threading
 from enum import Enum
 from queue import Queue
-from typing import TYPE_CHECKING, Any, Callable, Generic, Iterable, Iterator, Literal, NoReturn, TypeVar, overload
+from typing import TYPE_CHECKING, Any, Callable, Generic, Iterator, Literal, NoReturn, TypeVar, overload
 
 if sys.version_info >= (3, 9):
     import importlib.resources as importlib_resources

gpt4all-bindings/python/gpt4all/gpt4all.py

@@ -37,9 +37,9 @@
 
 ConfigType: TypeAlias = "dict[str, Any]"
 
-# Environment setup adapted from HF transformers
 @_operator_call
 def _jinja_env() -> ImmutableSandboxedEnvironment:
+    # Environment setup adapted from HF transformers
     def raise_exception(message: str) -> NoReturn:
         raise jinja2.exceptions.TemplateError(message)
 
@@ -56,15 +56,17 @@ def strftime_now(fmt: str) -> str:
     return env
 
 
-class MessageType(TypedDict):
+class Message(TypedDict):
+    """A message in a chat with a GPT4All model."""
+
     role: str
     content: str
 
 
-class ChatSession(NamedTuple):
+class _ChatSession(NamedTuple):
     template:        jinja2.Template
     template_source: str
-    history:         list[MessageType]
+    history:         list[Message]
 
 
 class Embed4All:
@@ -195,7 +197,8 @@ class GPT4All:
     """
 
     RE_LEGACY_SYSPROMPT = re.compile(
-        r"(?:^|\s)(?:### *System\b|S(?:ystem|YSTEM):)|<\|(?:im_(?:start|end)|(?:start|end)_header_id|eot_id|SYSTEM_TOKEN)\|>|<<SYS>>",
+        r"(?:^|\s)(?:### *System\b|S(?:ystem|YSTEM):)|"
+        r"<\|(?:im_(?:start|end)|(?:start|end)_header_id|eot_id|SYSTEM_TOKEN)\|>|<<SYS>>",
         re.MULTILINE,
     )
 
@@ -244,7 +247,7 @@ def __init__(
         """
 
         self.model_type = model_type
-        self._chat_session: ChatSession | None = None
+        self._chat_session: _ChatSession | None = None
 
         device_init = None
         if sys.platform == "darwin":
@@ -303,11 +306,12 @@ def device(self) -> str | None:
         return self.model.device
 
     @property
-    def current_chat_session(self) -> list[MessageType] | None:
+    def current_chat_session(self) -> list[Message] | None:
+        """The message history of the current chat session."""
         return None if self._chat_session is None else self._chat_session.history
 
     @current_chat_session.setter
-    def current_chat_session(self, history: list[MessageType]) -> None:
+    def current_chat_session(self, history: list[Message]) -> None:
         if self._chat_session is None:
             raise ValueError("current_chat_session may only be set when there is an active chat session")
         self._chat_session.history[:] = history
@@ -585,13 +589,13 @@ def _callback_wrapper(token_id: int, response: str) -> bool:
         last_msg_rendered = prompt
         if self._chat_session is not None:
             session = self._chat_session
-            def render(messages: list[MessageType]) -> str:
+            def render(messages: list[Message]) -> str:
                 return session.template.render(
                     messages=messages,
                     add_generation_prompt=True,
                     **self.model.special_tokens_map,
                 )
-            session.history.append(MessageType(role="user", content=prompt))
+            session.history.append(Message(role="user", content=prompt))
             prompt = render(session.history)
             if len(session.history) > 1:
                 last_msg_rendered = render(session.history[-1:])
@@ -606,20 +610,14 @@ def render(messages: list[MessageType]) -> str:
             def stream() -> Iterator[str]:
                 yield from self.model.prompt_model_streaming(prompt, _callback_wrapper, **generate_kwargs)
                 if self._chat_session is not None:
-                    self._chat_session.history.append(MessageType(role="assistant", content=full_response))
+                    self._chat_session.history.append(Message(role="assistant", content=full_response))
             return stream()
 
         self.model.prompt_model(prompt, _callback_wrapper, **generate_kwargs)
         if self._chat_session is not None:
-            self._chat_session.history.append(MessageType(role="assistant", content=full_response))
+            self._chat_session.history.append(Message(role="assistant", content=full_response))
         return full_response
 
-    @classmethod
-    def is_legacy_chat_template(cls, tmpl: str) -> bool:
-        """A fairly reliable heuristic for detecting templates that don't look like Jinja templates."""
-        return bool(re.search(r"%[12]\b", tmpl) or not cls.RE_JINJA_LIKE.search(tmpl)
-                    or not re.search(r"\bcontent\b", tmpl))
-
     @contextmanager
     def chat_session(
         self,
@@ -632,10 +630,14 @@ def chat_session(
         Context manager to hold an inference optimized chat session with a GPT4All model.
 
         Args:
-            system_message: An initial instruction for the model, None to use the model default, or False to disable. Defaults to None.
+            system_message: An initial instruction for the model, None to use the model default, or False to disable.
+                Defaults to None.
             chat_template: Jinja template for the conversation, or None to use the model default. Defaults to None.
-        """
+            warn_legacy: Whether to warn about legacy system prompts or prompt templates. Defaults to True.
 
+        Raises:
+            ValueError: If no valid chat template was found.
+        """
         if system_message is None:
             system_message = self.config.get("systemMessage", False)
         elif system_message is not False and warn_legacy and (m := self.RE_LEGACY_SYSPROMPT.search(system_message)):
@@ -662,7 +664,7 @@ def chat_session(
                             msg += " If this is a built-in model, consider setting allow_download to True."
                         raise ValueError(msg) from None
                     raise
-        elif warn_legacy and self.is_legacy_chat_template(chat_template):
+        elif warn_legacy and self._is_legacy_chat_template(chat_template):
             print(
                 "Warning: chat_session() was passed a chat template that is not in Jinja format. Old-style prompt "
                 "templates are no longer supported.\nTo disable this warning, pass warn_legacy=False.",
@@ -671,8 +673,8 @@ def chat_session(
 
         history = []
         if system_message is not False:
-            history.append(MessageType(role="system", content=system_message))
-        self._chat_session = ChatSession(
+            history.append(Message(role="system", content=system_message))
+        self._chat_session = _ChatSession(
             template=_jinja_env.from_string(chat_template),
             template_source=chat_template,
             history=history,
@@ -692,6 +694,12 @@ def list_gpus() -> list[str]:
         """
         return LLModel.list_gpus()
 
+    @classmethod
+    def _is_legacy_chat_template(cls, tmpl: str) -> bool:
+        # check if tmpl does not look like a Jinja template
+        return bool(re.search(r"%[12]\b", tmpl) or not cls.RE_JINJA_LIKE.search(tmpl)
+                    or not re.search(r"\bcontent\b", tmpl))
+
 
 def append_extension_if_missing(model_name):
     if not model_name.endswith((".bin", ".gguf")):