/* Copyright 2023 The TensorFlow 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. ==============================================================================*/ #include "tensorflow/lite/test_util.h" #include #include #include #include #include #include #include "absl/strings/str_format.h" #include "tensorflow/lite/array.h" #include "tensorflow/lite/c/common.h" using ::testing::FloatNear; namespace tflite { namespace { template class TfArrayIsTest : public testing::Test {}; using TfArrayIsTestTypes = ::testing::Types; TYPED_TEST_SUITE(TfArrayIsTest, TfArrayIsTestTypes); TYPED_TEST(TfArrayIsTest, AbslStringifyWorks) { const TfLiteArrayUniquePtr array = BuildTfLiteArray({1, 2, 3}); EXPECT_EQ(absl::StrFormat("%v", *array), "[1, 2, 3]"); EXPECT_EQ(absl::StrFormat("%v", array), "[1, 2, 3]"); EXPECT_EQ(absl::StrFormat("%v", array.get()), "[1, 2, 3]"); TfLiteArrayUniquePtr null_array_ptr(nullptr); EXPECT_EQ(absl::StrFormat("%v", null_array_ptr), "nullptr"); EXPECT_EQ(absl::StrFormat("%v", null_array_ptr.get()), "nullptr"); } TYPED_TEST(TfArrayIsTest, CompilesWithExpectedTfLiteArray) { const TfLiteArrayUniquePtr array = BuildTfLiteArray({1, 2, 3}); EXPECT_THAT(array, TfLiteArrayIs(*array)); } TYPED_TEST(TfArrayIsTest, CompilesWithExpectedTfLiteArrayRawPtr) { const TfLiteArrayUniquePtr array = BuildTfLiteArray({1, 2, 3}); EXPECT_THAT(array, TfLiteArrayIs(array.get())); } TYPED_TEST(TfArrayIsTest, CompilesWithExpectedTfLiteArraySmartPtr) { const TfLiteArrayUniquePtr array = BuildTfLiteArray({1, 2, 3}); EXPECT_THAT(array, TfLiteArrayIs(array)); } TYPED_TEST(TfArrayIsTest, CompilesWithExpectedIntitializerList) { const TfLiteArrayUniquePtr array = BuildTfLiteArray({1, 2, 3}); EXPECT_THAT(array, TfLiteArrayIs({1, 2, 3})); } TYPED_TEST(TfArrayIsTest, CompilesWithExpectedVector) { const std::vector values = {1, 2, 3}; const TfLiteArrayUniquePtr array = BuildTfLiteArray(values); EXPECT_THAT(array, TfLiteArrayIs(values)); } TYPED_TEST(TfArrayIsTest, CanMatchReference) { const std::vector values = {1, 2, 3}; const TfLiteArrayUniquePtr array = BuildTfLiteArray(values); EXPECT_THAT(*array, TfLiteArrayIs(values)); } TYPED_TEST(TfArrayIsTest, CanMatchRawPointer) { const std::vector values = {1, 2, 3}; const TfLiteArrayUniquePtr array = BuildTfLiteArray(values); EXPECT_THAT(array.get(), TfLiteArrayIs(values)); } TYPED_TEST(TfArrayIsTest, FailsWithDifferentArray) { const std::vector expected = {1, 2, 3}; const std::vector provided = {2, 2, 3}; ASSERT_NE(expected, provided); const TfLiteArrayUniquePtr array = BuildTfLiteArray(provided); EXPECT_NONFATAL_FAILURE(EXPECT_THAT(array, TfLiteArrayIs(expected)), ""); } TYPED_TEST(TfArrayIsTest, FailsWithNullPointer) { const TfLiteIntArray* const ptr = nullptr; EXPECT_NONFATAL_FAILURE(EXPECT_THAT(ptr, TfLiteArrayIs({1, 2, 3})), ""); } TYPED_TEST(TfArrayIsTest, FailsWithLongerExpected) { const std::vector expected = {1, 2, 3, 4}; const std::vector provided = {1, 2, 3}; const TfLiteArrayUniquePtr array = BuildTfLiteArray(provided); EXPECT_NONFATAL_FAILURE(EXPECT_THAT(*array, TfLiteArrayIs(expected)), ""); } TYPED_TEST(TfArrayIsTest, FailsWithShorterExpected) { const std::vector expected = {1, 2}; const std::vector provided = {1, 2, 3}; const TfLiteArrayUniquePtr array = BuildTfLiteArray(provided); EXPECT_NONFATAL_FAILURE(EXPECT_THAT(*array, TfLiteArrayIs(expected)), ""); } TYPED_TEST(TfArrayIsTest, SucceedsWithFloatNearMatcherWithinExpectedTolerance) { const std::vector expected = {1, 2, 3}; const std::vector provided = {2, 1, 4}; ASSERT_NE(expected, provided); const TfLiteArrayUniquePtr array = BuildTfLiteArray(provided); EXPECT_THAT(array, TfLiteArrayIs(FloatNear(1), expected)); } TYPED_TEST(TfArrayIsTest, FailsWithFloatNearMatcherOutsideExpectedTolerance) { const std::vector expected = {1, 2, 3}; const std::vector provided = {1, 2, 5}; ASSERT_NE(expected, provided); const TfLiteArrayUniquePtr array = BuildTfLiteArray(provided); EXPECT_NONFATAL_FAILURE( EXPECT_THAT(array, TfLiteArrayIs(FloatNear(1), expected)), ""); } // Returns the reason why x matches, or doesn't match, m. template std::string Explain(const Value& x, const MatcherType& m) { ::testing::StringMatchResultListener listener; ExplainMatchResult(m, x, &listener); return listener.str(); } TYPED_TEST(TfArrayIsTest, SuccessHasNoExplanation) { const std::vector expected = {1, 2, 3}; const TfLiteArrayUniquePtr array = BuildTfLiteArray(expected); EXPECT_THAT(Explain(array, TfLiteArrayIs(expected)), ""); } TYPED_TEST(TfArrayIsTest, TooShortFailureHasExplanation) { const std::vector expected{1, 2, 3}; const std::vector provided{1, 2}; const TfLiteArrayUniquePtr array = BuildTfLiteArray(provided); EXPECT_THAT(Explain(array, TfLiteArrayIs(expected)), "does not have the right size. Expected 3, got 2"); } TYPED_TEST(TfArrayIsTest, TooLongFailureHasExplanation) { const std::vector expected{1, 2, 3}; const std::vector provided{1, 2, 3, 4}; const TfLiteArrayUniquePtr array = BuildTfLiteArray(provided); EXPECT_THAT(Explain(array, TfLiteArrayIs(expected)), "does not have the right size. Expected 3, got 4"); } TYPED_TEST(TfArrayIsTest, MismatchFailureHasExplanation) { const std::vector expected{1, 2, 3}; const std::vector provided{1, 2, 4}; const TfLiteArrayUniquePtr array = BuildTfLiteArray(provided); EXPECT_THAT(Explain(array, TfLiteArrayIs(expected)), "the values (4, 3) at index 2 do not match."); } TYPED_TEST(TfArrayIsTest, DescribeToIsCorrect) { std::stringstream sstr; ::testing::Matcher m = TfLiteArrayIs({1, 2, 3}); m.DescribeTo(&sstr); EXPECT_THAT(sstr.str(), "has each element and its corresponding value in [1, 2, 3] that " "are an equal pair"); } TYPED_TEST(TfArrayIsTest, DescribeNegationToIsCorrect) { std::stringstream sstr; ::testing::Matcher m = TfLiteArrayIs({1, 2, 3}); m.DescribeNegationTo(&sstr); EXPECT_THAT(sstr.str(), "has at least one element and its corresponding value in [1, " "2, 3] that " "aren't an equal pair"); } } // namespace } // namespace tflite