fix: AgentSetDF.shuffle should use a seed generated from the object random generator

Author: adamamer20

mesa_frames/concrete/pandas/agentset.py

@@ -54,6 +54,7 @@ def step(self):
 from collections.abc import Callable, Collection, Iterable, Iterator, Sequence
 from typing import TYPE_CHECKING
 
+import numpy as np
 import pandas as pd
 import polars as pl
 from typing_extensions import Any, Self, overload
@@ -237,7 +238,9 @@ def select(  # noqa : D102
 
     def shuffle(self, inplace: bool = True) -> Self:  # noqa : D102
         obj = self._get_obj(inplace)
-        obj._agents = obj._agents.sample(frac=1)
+        obj._agents = obj._agents.sample(
+            frac=1, random_state=obj.random.integers(np.iinfo(np.int32).max)
+        )
         return obj
 
     def sort(  # noqa : D102

mesa_frames/concrete/polars/agentset.py

@@ -73,6 +73,8 @@ def step(self):
     from mesa_frames.concrete.model import ModelDF
     from mesa_frames.concrete.pandas.agentset import AgentSetPandas
 
+import numpy as np
+
 
 @copydoc(AgentSetDF)
 class AgentSetPolars(AgentSetDF, PolarsMixin):
@@ -255,7 +257,11 @@ def select(
 
     def shuffle(self, inplace: bool = True) -> Self:
         obj = self._get_obj(inplace)
-        obj._agents = obj._agents.sample(fraction=1, shuffle=True)
+        obj._agents = obj._agents.sample(
+            fraction=1,
+            shuffle=True,
+            seed=obj.random.integers(np.iinfo(np.int32).max),
+        )
         return obj
 
     def sort(