wehub-resource-sync
155 lines
4.0 KiB
Python
155 lines
4.0 KiB
Python
# Copyright (c) 2023 PaddlePaddle Authors. All Rights Reserved.
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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from __future__ import annotations
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import unittest
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from typing import TYPE_CHECKING
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from test_case_base import TestCaseBase
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from paddle import Tensor, to_tensor
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from paddle.jit import sot
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from paddle.jit.sot.psdb import check_no_breakgraph
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from paddle.jit.sot.utils import strict_mode_guard
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if TYPE_CHECKING:
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from collections.abc import Iterable
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def double_num(num: float):
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return num * 2
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def double_num_with_breakgraph(num: float):
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sot.psdb.breakgraph()
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return num * 2
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@check_no_breakgraph
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def test_map_list(x: list):
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return list(map(double_num, x))
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@check_no_breakgraph
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def test_map_list_comprehension(x: list):
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return [i for i in map(double_num, x)] # noqa: C416
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@check_no_breakgraph
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def test_map_tuple(x: tuple):
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return tuple(map(double_num, x))
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@check_no_breakgraph
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def test_map_tuple_comprehension(x: tuple):
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return [i for i in map(double_num, x)] # noqa: C416
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@check_no_breakgraph
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def test_map_range(x: Iterable):
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return list(map(double_num, x))
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@check_no_breakgraph
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def test_map_range_comprehension(x: Iterable):
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return [i for i in map(double_num, x)] # noqa: C416
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def add_dict_prefix(key: str):
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return f"dict_{key}"
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@check_no_breakgraph
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def test_map_dict(x: dict):
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return list(map(add_dict_prefix, x))
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@check_no_breakgraph
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def test_map_dict_comprehension(x: dict):
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return [i for i in map(add_dict_prefix, x)] # noqa: C416
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def test_map_list_with_breakgraph(x: list):
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return list(map(double_num_with_breakgraph, x))
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@check_no_breakgraph
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def test_map_unpack(x: list):
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a, b, c, d = map(double_num, x)
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return a, b, c, d
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@check_no_breakgraph
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def test_map_for_loop(x: list):
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res = 0
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for i in map(double_num, x):
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res += i
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return res
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@check_no_breakgraph
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def test_map_multi_input(func, a: Tensor, b: tuple[int, ...]):
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x, y, z = map(func, a, b)
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return x, y, z
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@check_no_breakgraph
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def test_map_with_zip_and_call_fn_ex(x: list[tuple[int, int]]):
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fn = lambda x: (0,) + x # noqa: RUF005
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map_results = map(fn, x)
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res = tuple(map(list, zip(*map_results)))
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return res
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class TestMap(TestCaseBase):
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def test_map(self):
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self.assert_results(test_map_list, [1, 2, 3, 4])
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self.assert_results(test_map_tuple, (1, 2, 3, 4))
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self.assert_results(test_map_range, range(5))
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self.assert_results(test_map_dict, {"a": 1, "b": 2, "c": 3})
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def test_map_comprehension(self):
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self.assert_results(test_map_list_comprehension, [1, 2, 3, 4])
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self.assert_results(test_map_tuple_comprehension, (1, 2, 3, 4))
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self.assert_results(test_map_range_comprehension, range(5))
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self.assert_results(
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test_map_dict_comprehension, {"a": 1, "b": 2, "c": 3}
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)
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def test_map_with_breakgraph(self):
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with strict_mode_guard(False):
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self.assert_results(test_map_list_with_breakgraph, [1, 2, 3, 4])
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def test_map_unpack(self):
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self.assert_results(test_map_unpack, [1, 2, 3, 4])
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self.assert_results(
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test_map_multi_input,
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lambda x, y: x + y,
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to_tensor([1, 2, 3]),
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(2, 4, 6),
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)
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def test_map_for_loop(self):
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self.assert_results(test_map_for_loop, [7, 8, 9, 10])
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def test_map_with_zip_and_call_fn_ex(self):
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self.assert_results(
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test_map_with_zip_and_call_fn_ex, [(1, 2), (3, 4), (5, 6)]
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)
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if __name__ == "__main__":
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unittest.main()
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