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2026-07-13 12:40:42 +08:00

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Python

# Copyright (c) 2020 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.
import io
import logging
import os
import sys
import unittest
from unittest import mock
import paddle
from paddle.jit.dy2static import logging_utils
from paddle.utils import gast
class TestLoggingUtils(unittest.TestCase):
def setUp(self):
self.verbosity_level = 1
self.code_level = 3
self.translator_logger = logging_utils._TRANSLATOR_LOGGER
def test_verbosity(self):
paddle.jit.set_verbosity(None)
os.environ[logging_utils.VERBOSITY_ENV_NAME] = '3'
self.assertEqual(logging_utils.get_verbosity(), 3)
paddle.jit.set_verbosity(self.verbosity_level)
self.assertEqual(self.verbosity_level, logging_utils.get_verbosity())
# String is not supported
with self.assertRaises(TypeError):
paddle.jit.set_verbosity("3")
with self.assertRaises(TypeError):
paddle.jit.set_verbosity(3.3)
def test_also_to_stdout(self):
logging_utils._TRANSLATOR_LOGGER.need_to_echo_log_to_stdout = None
self.assertEqual(
logging_utils._TRANSLATOR_LOGGER.need_to_echo_log_to_stdout, False
)
paddle.jit.set_verbosity(also_to_stdout=False)
self.assertEqual(
logging_utils._TRANSLATOR_LOGGER.need_to_echo_log_to_stdout, False
)
logging_utils._TRANSLATOR_LOGGER.need_to_echo_node_to_stdout = None
self.assertEqual(
logging_utils._TRANSLATOR_LOGGER.need_to_echo_code_to_stdout, False
)
paddle.jit.set_code_level(also_to_stdout=True)
self.assertEqual(
logging_utils._TRANSLATOR_LOGGER.need_to_echo_code_to_stdout, True
)
with self.assertRaises(AssertionError):
paddle.jit.set_verbosity(also_to_stdout=1)
with self.assertRaises(AssertionError):
paddle.jit.set_code_level(also_to_stdout=1)
def test_set_code_level(self):
paddle.jit.set_code_level(None)
os.environ[logging_utils.CODE_LEVEL_ENV_NAME] = '2'
self.assertEqual(logging_utils.get_code_level(), 2)
paddle.jit.set_code_level(self.code_level)
self.assertEqual(logging_utils.get_code_level(), self.code_level)
paddle.jit.set_code_level(9)
self.assertEqual(logging_utils.get_code_level(), 9)
with self.assertRaises(TypeError):
paddle.jit.set_code_level(3.3)
def test_log_api(self):
# test api for CI Coverage
logging_utils.set_verbosity(1, True)
logging_utils.warn("warn")
logging_utils.error("error")
logging_utils.log(1, "log level 1")
logging_utils.log(2, "log level 2")
source_code = "x = 3"
ast_code = gast.parse(source_code)
logging_utils.set_code_level(1, True)
logging_utils.log_transformed_code(1, ast_code, "TestTransformer")
logging_utils.set_code_level(logging_utils.LOG_AllTransformer, True)
logging_utils.log_transformed_code(
logging_utils.LOG_AllTransformer, ast_code, "TestTransformer"
)
def test_log_message(self):
stream = io.StringIO()
log = self.translator_logger.logger
stdout_handler = logging.StreamHandler(stream)
log.addHandler(stdout_handler)
warn_msg = "test_warn"
error_msg = "test_error"
log_msg_1 = "test_log_1"
log_msg_2 = "test_log_2"
with mock.patch.object(sys, 'stdout', stream):
logging_utils.set_verbosity(1, False)
logging_utils.warn(warn_msg)
logging_utils.error(error_msg)
logging_utils.log(1, log_msg_1)
logging_utils.log(2, log_msg_2)
result_msg = '\n'.join(
[warn_msg, error_msg, "(Level 1) " + log_msg_1, ""]
)
self.assertEqual(result_msg, stream.getvalue())
def test_log_transformed_code(self):
source_code = "x = 3"
ast_code = gast.parse(source_code)
stream = io.StringIO()
log = self.translator_logger.logger
stdout_handler = logging.StreamHandler(stream)
log.addHandler(stdout_handler)
with mock.patch.object(sys, 'stdout', stream):
paddle.jit.set_code_level(1)
logging_utils.log_transformed_code(
1, ast_code, "BasicApiTransformer"
)
paddle.jit.set_code_level()
logging_utils.log_transformed_code(
logging_utils.LOG_AllTransformer, ast_code, "All Transformers"
)
self.assertIn(source_code, stream.getvalue())
if __name__ == '__main__':
unittest.main()