# Copyright 2025 The JAX Authors. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # https://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the import numpy as np class HashableArray: __slots__ = ["val"] val: np.ndarray def __init__(self, val): self.val = np.array(val, copy=True) self.val.setflags(write=False) def __repr__(self): return f"HashableArray({self.val!r})" def __str__(self): return f"HashableArray({self.val})" def __hash__(self): return hash((self.val.shape, self.val.dtype, self.val.tobytes())) def __eq__(self, other): return isinstance(other, HashableArray) and np.array_equal( self.val, other.val )