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PArallel Distributed Deep LEarning: Machine Learning Framework from Industrial Practice (『飞桨』核心框架,深度学习&机器学习高性能单机、分布式训练和跨平台部署)

# Copyright (c) 2024 PaddlePaddle Authors. All Rights Reserved.
#
# 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
#
# http://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 specific language governing permissions and
# limitations under the License.
from __future__ import annotations
from typing import TYPE_CHECKING, Generic, TypeVar
if TYPE_CHECKING:
from collections.abc import Iterable, Iterator
T = TypeVar("T")
class OrderedSet(Generic[T]):
"""
A set that preserves the order of insertion.
"""
_data: dict[T, None]
def __init__(self, items: Iterable[T] | None = None):
"""
Examples:
>>> s = OrderedSet([1, 2, 3])
>>> s
OrderedSet(1, 2, 3)
>>> s = OrderedSet()
>>> s
OrderedSet()
"""
self._data = dict.fromkeys(items) if items is not None else {}
def __iter__(self) -> Iterator[T]:
"""
Examples:
>>> s = OrderedSet([1, 2, 3])
>>> for item in s:
... print(item)
1
2
3
"""
return iter(self._data)
def __or__(self, other: OrderedSet[T]) -> OrderedSet[T]:
"""
Union two sets.
Args:
other: Another set to be unioned.
Returns:
The union of two sets.
Examples:
>>> s1 = OrderedSet([1, 2, 3])
>>> s2 = OrderedSet([2, 3, 4])
>>> s1 | s2
OrderedSet(1, 2, 3, 4)
"""
return OrderedSet(list(self) + list(other))
def __ior__(self, other: OrderedSet[T]):
"""
Union two sets in place.
Args:
other: Another set to be unioned.
Examples:
>>> s1 = OrderedSet([1, 2, 3])
>>> s2 = OrderedSet([2, 3, 4])
>>> s1 |= s2
>>> s1
OrderedSet(1, 2, 3, 4)
"""
self._data.update(dict.fromkeys(other))
return self
def __and__(self, other: OrderedSet[T]) -> OrderedSet[T]:
"""
Intersect two sets.
Args:
other: Another set to be intersected.
Returns:
The intersection of two sets.
Examples:
>>> s1 = OrderedSet([1, 2, 3])
>>> s2 = OrderedSet([2, 3, 4])
>>> s1 & s2
OrderedSet(2, 3)
"""
return OrderedSet([item for item in self if item in other])
def __iand__(self, other: OrderedSet[T]):
"""
Intersect two sets in place.
Args:
other: Another set to be intersected.
Examples:
>>> s1 = OrderedSet([1, 2, 3])
>>> s2 = OrderedSet([2, 3, 4])
>>> s1 &= s2
>>> s1
OrderedSet(2, 3)
"""
self._data = {item: None for item in self if item in other}
return self
def __sub__(self, other: OrderedSet[T]) -> OrderedSet[T]:
"""
Subtract two sets.
Args:
other: Another set to be subtracted.
Returns:
The subtraction of two sets.
Examples:
>>> s1 = OrderedSet([1, 2, 3])
>>> s2 = OrderedSet([2, 3, 4])
>>> s1 - s2
OrderedSet(1)
"""
return OrderedSet([item for item in self if item not in other])
def __isub__(self, other: OrderedSet[T]):
"""
Subtract two sets in place.
Args:
other: Another set to be subtracted.
Examples:
>>> s1 = OrderedSet([1, 2, 3])
>>> s2 = OrderedSet([2, 3, 4])
>>> s1 -= s2
>>> s1
OrderedSet(1)
"""
self._data = {item: None for item in self if item not in other}
return self
def __xor__(self, other: OrderedSet[T]) -> OrderedSet[T]:
"""
Symmetric difference of two sets.
Args:
other: Another set to be xor'ed.
Returns:
The symmetric difference of two sets.
Examples:
>>> s1 = OrderedSet([1, 2, 3])
>>> s2 = OrderedSet([2, 3, 4])
>>> s1 ^ s2
OrderedSet(1, 4)
"""
return OrderedSet(
[item for item in self if item not in other]
) | OrderedSet([item for item in other if item not in self])
def __ixor__(self, other: OrderedSet[T]):
"""
Symmetric difference of two sets in place.
Args:
other: Another set to be xor'ed.
Examples:
>>> s1 = OrderedSet([1, 2, 3])
>>> s2 = OrderedSet([2, 3, 4])
>>> s1 ^= s2
>>> s1
OrderedSet(1, 4)
"""
self._data = {
**{item: None for item in self if item not in other},
**{item: None for item in other if item not in self},
}
return self
def add(self, item: T):
"""
Add an item to the set.
Args:
item: The item to be added.
Examples:
>>> s = OrderedSet([1, 2, 3])
>>> s.add(4)
>>> s
OrderedSet(1, 2, 3, 4)
"""
self._data.setdefault(item)
def remove(self, item: T):
"""
Remove an item from the set.
Args:
item: The item to be removed.
Examples:
>>> s = OrderedSet([1, 2, 3])
>>> s.remove(2)
>>> s
OrderedSet(1, 3)
"""
del self._data[item]
def __contains__(self, item: T) -> bool:
"""
Examples:
>>> s = OrderedSet([1, 2, 3])
>>> 1 in s
True
>>> 4 in s
False
"""
return item in self._data
def __len__(self) -> int:
"""
Examples:
>>> s = OrderedSet([1, 2, 3])
>>> len(s)
3
"""
return len(self._data)
def __bool__(self) -> bool:
"""
Examples:
>>> s = OrderedSet([1, 2, 3])
>>> bool(s)
True
>>> s = OrderedSet()
>>> bool(s)
False
"""
return bool(self._data)
def __eq__(self, other: object) -> bool:
"""
Examples:
>>> s1 = OrderedSet([1, 2, 3])
>>> s2 = OrderedSet([1, 2, 3])
>>> s1 == s2
True
>>> s3 = OrderedSet([3, 2, 1])
>>> s1 == s3
False
"""
if not isinstance(other, OrderedSet):
return NotImplemented
return list(self) == list(other)
def __repr__(self) -> str:
data_repr = ", ".join(map(repr, self._data))
return f"OrderedSet({data_repr})"