Minor refactors

browsergym/core/src/browsergym/core/registration.py

@@ -1,14 +1,38 @@
+from functools import partial
 from typing import Type
 
 import gymnasium as gym
+
 from .env import BrowserEnv
 from .task import AbstractBrowserTask
 
 
+class frozen_partial:
+    """
+    Freeze some keyword arguments of a function.
+
+    """
+
+    def __init__(self, func, **frozen_kwargs):
+        self.func = func
+        self.frozen_kwargs = frozen_kwargs
+
+    def __call__(self, *args, **kwargs):
+        # check overlap between kwargs and frozen_kwargs
+        clashing_kwargs = set(self.frozen_kwargs) & set(kwargs)  # key set intersection
+        if clashing_kwargs:
+            raise ValueError(f"Illegal attempt to override frozen parameters {clashing_kwargs}.")
+        # merge the two dicts
+        kwargs = kwargs | self.frozen_kwargs
+
+        return self.func(*args, **kwargs)
+
+
 def register_task(
     id: str,
     task_class: Type[AbstractBrowserTask],
-    task_kwargs: dict = None,
+    task_kwargs: dict = {},
+    default_task_kwargs: dict = {},
     nondeterministic: bool = True,
     *args,
     **kwargs,
@@ -19,20 +43,32 @@ def register_task(
     Args:
         id: the id of the task to register (will be prepended by "browsergym/").
         task_class: the task class to register.
+        task_kwargs: frozen task arguments (can not be overloaded at environment creation time).
+        task_kwargs_default: default task arguments (can be overloaded at environment creation time).
         nondeterministic: whether the task cannot be guaranteed deterministic transitions.
-        *args: additional arguments for the browsergym environment.
-        *kwargs: additional arguments for the browsergym environment.
+        *args: additional sequential arguments for either the gym or the browsergym environment.
+        *kwargs: additional keyword arguments for either the gym or the browsergym environment.
     """
+    if task_kwargs and default_task_kwargs:
+        # check overlap between frozen and default task_kwargs
+        clashing_kwargs = set(task_kwargs) & set(default_task_kwargs)  # key set intersection
+        if clashing_kwargs:
+            raise ValueError(
+                f"Illegal attempt to register Browsergym environment {id} with both frozen and default values for task parameters {clashing_kwargs}."
+            )
+
+    task_entrypoint = task_class
+
+    # freeze task_kwargs (cannot be overriden at environment creation)
+    task_entrypoint = frozen_partial(task_class, **task_kwargs)
 
-    # these environment arguments will be fixed, and error will be raised if they are set when calling gym.make()
-    fixed_env_kwargs = {}
-    if task_kwargs is not None:
-        fixed_env_kwargs["task_kwargs"] = task_kwargs
+    # pre-set default_task_kwargs (can be overriden at environment creation)
+    task_entrypoint = partial(task_entrypoint, **default_task_kwargs)
 
     gym.register(
         id=f"browsergym/{id}",
         entry_point=lambda *env_args, **env_kwargs: BrowserEnv(
-            task_class, *env_args, **fixed_env_kwargs, **env_kwargs
+            task_entrypoint, *env_args, **env_kwargs
         ),
         nondeterministic=nondeterministic,
         *args,

browsergym/core/src/browsergym/core/task.py

@@ -41,13 +41,6 @@ def setup(self, page: playwright.sync_api.Page) -> tuple[str, dict]:
             info: dict, custom information from the task.
         """
 
-    @abstractmethod
-    def teardown(self) -> None:
-        """
-        Tear down the task and clean up any ressource / data created by the task.
-
-        """
-
     @abstractmethod
     def validate(
         self, page: playwright.sync_api.Page, chat_messages: list[str]
@@ -74,6 +67,13 @@ def cheat(self, page: playwright.sync_api.Page, chat_messages: list[str]) -> Non
         """
         raise NotImplementedError
 
+    def teardown(self) -> None:
+        """
+        Tear down the task and clean up any ressource / data created by the task (optional).
+
+        """
+        pass
+
 
 class OpenEndedTask(AbstractBrowserTask):
     @classmethod

tests/core/test_registration.py

@@ -0,0 +1,98 @@
+import re
+
+import gymnasium as gym
+import pytest
+
+from browsergym.core.registration import register_task
+from browsergym.core.task import AbstractBrowserTask
+
+
+class TestTask(AbstractBrowserTask):
+    @classmethod
+    def get_task_id(cls):
+        raise NotImplementedError
+
+    def __init__(self, a: str = "", b: int = 0, c: bool = False, *args, **kwargs):
+        super().__init__(*args, **kwargs)
+        self.a = a
+        self.b = b
+        self.c = c
+
+    def setup(self, page):
+        return "", {}
+
+    def teardown(self):
+        pass
+
+    def validate(self, page, chat_messages):
+        return 0, True, "", {}
+
+
+register_task("test_task", TestTask)
+register_task(
+    "test_task_with_defaults",
+    TestTask,
+    task_kwargs={"a": "new value"},
+    default_task_kwargs={"b": 1},
+)
+
+
+def test_registration():
+
+    with pytest.raises(ValueError):
+        register_task(
+            "test_task_forbidden",
+            TestTask,
+            task_kwargs={"a": "new value"},
+            default_task_kwargs={"a": "other value"},
+        )
+
+    env = gym.make("browsergym/test_task")
+
+    assert env.unwrapped.task_kwargs == {}
+
+    env.reset()
+    env.unwrapped.task.a == ""
+    env.unwrapped.task.b == 0
+    env.unwrapped.task.c == False
+    env.close()
+
+    env = gym.make("browsergym/test_task", task_kwargs={"a": "other", "b": 1})
+
+    assert env.unwrapped.task_kwargs == {"a": "other", "b": 1}
+
+    env.reset()
+    env.unwrapped.task.a == "other"
+    env.unwrapped.task.b == 1
+    env.unwrapped.task.c == False
+    env.close()
+
+    env = gym.make("browsergym/test_task_with_defaults")
+
+    assert env.unwrapped.task_kwargs == {}
+
+    env.reset()
+    env.unwrapped.task.a == "new value"
+    env.unwrapped.task.b == 1
+    env.unwrapped.task.c == False
+    env.close()
+
+    env = gym.make("browsergym/test_task_with_defaults", task_kwargs={"b": 2})
+
+    assert env.unwrapped.task_kwargs == {"b": 2}
+
+    env.reset()
+    env.unwrapped.task.a == "new value"
+    env.unwrapped.task.b == 2
+    env.unwrapped.task.c == False
+    env.close()
+
+    env = gym.make("browsergym/test_task_with_defaults", task_kwargs={"a": "other"})
+
+    assert env.unwrapped.task_kwargs == {"a": "other"}
+
+    with pytest.raises(
+        expected_exception=ValueError,
+        match=re.compile("Illegal attempt to override frozen parameters"),
+    ):
+        env.reset()