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[TF FE] Add layer test for tf.raw_ops.StaticRegexReplace operation (o…
…penvinotoolkit#22973) **Details:** Add layer test for tf.raw_ops.StaticRegexReplace operation **Ticket:** 132910 Signed-off-by: Kazantsev, Roman <roman.kazantsev@intel.com>
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tests/layer_tests/tensorflow_tests/test_tf_StaticRegexReplace.py
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# Copyright (C) 2018-2024 Intel Corporation | ||
# SPDX-License-Identifier: Apache-2.0 | ||
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import numpy as np | ||
import pytest | ||
import tensorflow as tf | ||
from common.tf_layer_test_class import CommonTFLayerTest | ||
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rng = np.random.default_rng() | ||
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class TestStaticRegexReplace(CommonTFLayerTest): | ||
def _prepare_input(self, inputs_info): | ||
assert 'input' in inputs_info | ||
input_shape = inputs_info['input'] | ||
inputs_data = {} | ||
strings_dictionary = ['UPPER CASE SENTENCE', 'lower case sentence', ' UppEr LoweR CAse SENtence \t\n', ' ', | ||
'Oferta polska', 'Предложение по-РУССки', '汉语句子'] | ||
inputs_data['input'] = rng.choice(strings_dictionary, input_shape) | ||
return inputs_data | ||
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def create_static_regex_replace_net(self, input_shape, pattern, rewrite, replace_global): | ||
self.pattern = pattern | ||
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tf.compat.v1.reset_default_graph() | ||
with tf.compat.v1.Session() as sess: | ||
input = tf.compat.v1.placeholder(tf.string, input_shape, 'input') | ||
tf.raw_ops.StaticRegexReplace(input=input, pattern=pattern, rewrite=rewrite, replace_global=replace_global) | ||
tf.compat.v1.global_variables_initializer() | ||
tf_net = sess.graph_def | ||
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ref_net = None | ||
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return tf_net, ref_net | ||
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@pytest.mark.parametrize('input_shape', [[], [2], [3, 4], [1, 3, 2]]) | ||
@pytest.mark.parametrize('pattern', ['(\s)|(-)', '[A-Z]{2,}', '^\s+|\s+$']) | ||
@pytest.mark.parametrize('rewrite', ['', 'replacement word']) | ||
@pytest.mark.parametrize('replace_global', [None, True, False]) | ||
@pytest.mark.precommit_tf_fe | ||
@pytest.mark.nightly | ||
@pytest.mark.xfail(reason='132674 - Add support of StaticRegexReplace') | ||
def test_static_regex_replace(self, input_shape, pattern, rewrite, replace_global, | ||
ie_device, precision, ir_version, temp_dir, | ||
use_legacy_frontend): | ||
self._test(*self.create_static_regex_replace_net(input_shape=input_shape, pattern=pattern, rewrite=rewrite, | ||
replace_global=replace_global), | ||
ie_device, precision, ir_version, temp_dir=temp_dir, | ||
use_legacy_frontend=use_legacy_frontend) |