// Copyright 2025 The ODML Authors. // // 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 "runtime/executor/llm_executor_processed_tokens.h" #include #include #include #include #include "absl/status/status.h" // from @com_google_absl #include "runtime/util/test_utils.h" // IWYU pragma: keep namespace litert::lm { namespace { using ::testing::status::StatusIs; TEST(ProcessedTokensTest, TokenEmpty) { ProcessedTokens processed_tokens; EXPECT_EQ(processed_tokens.TokenCount(), 0); auto step_and_token = processed_tokens.GetNextUnprocessedToken(); EXPECT_EQ(step_and_token.step, 0); EXPECT_TRUE(step_and_token.token.empty()); EXPECT_TRUE(processed_tokens.GetTokenAtStep(0).empty()); } TEST(ProcessedTokensTest, AddProcessedTokens) { ProcessedTokens processed_tokens; processed_tokens.AddProcessedTokens({1, 2, 3}); EXPECT_EQ(processed_tokens.TokenCount(), 3); auto step_and_token = processed_tokens.GetNextUnprocessedToken(); EXPECT_EQ(step_and_token.step, 3); EXPECT_TRUE(step_and_token.token.empty()); EXPECT_THAT(processed_tokens.GetTokenAtStep(0), std::vector{1}); EXPECT_THAT(processed_tokens.GetTokenAtStep(1), std::vector{2}); EXPECT_THAT(processed_tokens.GetTokenAtStep(2), std::vector{3}); EXPECT_TRUE(processed_tokens.GetTokenAtStep(3).empty()); } TEST(ProcessedTokensTest, AddPendingInputToken) { ProcessedTokens processed_tokens; processed_tokens.AddProcessedTokens({1, 2, 3}); EXPECT_OK( processed_tokens.AddPendingInputToken({std::make_shared(4)})); EXPECT_EQ(processed_tokens.TokenCount(), 4); auto step_and_token = processed_tokens.GetNextUnprocessedToken(); EXPECT_EQ(step_and_token.step, 3); EXPECT_EQ(step_and_token.token.size(), 1); EXPECT_EQ(step_and_token.token[0]->id(), 4); EXPECT_THAT(processed_tokens.GetTokenAtStep(0), std::vector{1}); EXPECT_THAT(processed_tokens.GetTokenAtStep(1), std::vector{2}); EXPECT_THAT(processed_tokens.GetTokenAtStep(2), std::vector{3}); EXPECT_THAT(processed_tokens.GetTokenAtStep(3), std::vector{4}); EXPECT_TRUE(processed_tokens.GetTokenAtStep(4).empty()); } TEST(ProcessedTokensTest, AddPendingInputToken_Failed) { ProcessedTokens processed_tokens; processed_tokens.AddProcessedTokens({1, 2, 3}); EXPECT_THAT( processed_tokens.AddPendingInputToken( {std::make_shared(4), std::make_shared(5)}), StatusIs(absl::StatusCode::kInvalidArgument)); EXPECT_EQ(processed_tokens.TokenCount(), 3); auto step_and_token = processed_tokens.GetNextUnprocessedToken(); EXPECT_EQ(step_and_token.step, 3); EXPECT_TRUE(step_and_token.token.empty()); } TEST(ProcessedTokensTest, AddPendingInputToken_AlreadyExists) { ProcessedTokens processed_tokens; processed_tokens.AddProcessedTokens({1, 2, 3}); EXPECT_OK( processed_tokens.AddPendingInputToken({std::make_shared(4)})); EXPECT_EQ(processed_tokens.TokenCount(), 4); auto step_and_token = processed_tokens.GetNextUnprocessedToken(); EXPECT_EQ(step_and_token.step, 3); EXPECT_EQ(step_and_token.token.size(), 1); EXPECT_EQ(step_and_token.token[0]->id(), 4); EXPECT_THAT( processed_tokens.AddPendingInputToken({std::make_shared(5)}), StatusIs(absl::StatusCode::kAlreadyExists)); EXPECT_EQ(processed_tokens.TokenCount(), 4); step_and_token = processed_tokens.GetNextUnprocessedToken(); EXPECT_EQ(step_and_token.step, 3); EXPECT_EQ(step_and_token.token.size(), 1); EXPECT_EQ(step_and_token.token[0]->id(), 4); } TEST(ProcessedTokensTest, RollBackToStep) { ProcessedTokens processed_tokens; processed_tokens.AddProcessedTokens({1, 2, 3}); EXPECT_EQ(processed_tokens.TokenCount(), 3); auto step_and_token = processed_tokens.GetNextUnprocessedToken(); EXPECT_EQ(step_and_token.step, 3); EXPECT_TRUE(step_and_token.token.empty()); EXPECT_OK(processed_tokens.RollBackToStep(1)); EXPECT_EQ(processed_tokens.TokenCount(), 1); step_and_token = processed_tokens.GetNextUnprocessedToken(); EXPECT_EQ(step_and_token.step, 1); EXPECT_TRUE(step_and_token.token.empty()); EXPECT_THAT(processed_tokens.GetTokenAtStep(0), std::vector{1}); EXPECT_TRUE(processed_tokens.GetTokenAtStep(1).empty()); } TEST(ProcessedTokensTest, RollBackToStep_WithPendingInputToken) { ProcessedTokens processed_tokens; processed_tokens.AddProcessedTokens({1, 2, 3}); EXPECT_OK( processed_tokens.AddPendingInputToken({std::make_shared(4)})); EXPECT_EQ(processed_tokens.TokenCount(), 4); auto step_and_token = processed_tokens.GetNextUnprocessedToken(); EXPECT_EQ(step_and_token.step, 3); EXPECT_EQ(step_and_token.token.size(), 1); EXPECT_EQ(step_and_token.token[0]->id(), 4); EXPECT_OK(processed_tokens.RollBackToStep(1)); EXPECT_EQ(processed_tokens.TokenCount(), 1); step_and_token = processed_tokens.GetNextUnprocessedToken(); EXPECT_EQ(step_and_token.step, 1); EXPECT_TRUE(step_and_token.token.empty()); EXPECT_THAT(processed_tokens.GetTokenAtStep(0), std::vector{1}); EXPECT_TRUE(processed_tokens.GetTokenAtStep(1).empty()); } TEST(ProcessedTokensTest, MarkPendingInputTokenAsProcessed) { ProcessedTokens processed_tokens; processed_tokens.AddProcessedTokens({1, 2, 3}); EXPECT_OK( processed_tokens.AddPendingInputToken({std::make_shared(4)})); EXPECT_EQ(processed_tokens.TokenCount(), 4); auto step_and_token = processed_tokens.GetNextUnprocessedToken(); EXPECT_EQ(step_and_token.step, 3); EXPECT_EQ(step_and_token.token.size(), 1); EXPECT_EQ(step_and_token.token[0]->id(), 4); EXPECT_OK(processed_tokens.MarkPendingInputTokenAsProcessed()); EXPECT_EQ(processed_tokens.TokenCount(), 4); step_and_token = processed_tokens.GetNextUnprocessedToken(); EXPECT_EQ(step_and_token.step, 4); EXPECT_TRUE(step_and_token.token.empty()); EXPECT_THAT(processed_tokens.GetTokenAtStep(0), std::vector{1}); EXPECT_THAT(processed_tokens.GetTokenAtStep(1), std::vector{2}); EXPECT_THAT(processed_tokens.GetTokenAtStep(2), std::vector{3}); EXPECT_THAT(processed_tokens.GetTokenAtStep(3), std::vector{4}); EXPECT_TRUE(processed_tokens.GetTokenAtStep(4).empty()); } TEST(ProcessedTokensTest, MarkPendingInputTokenAsProcessed_NoPendingToken) { ProcessedTokens processed_tokens; processed_tokens.AddProcessedTokens({1, 2, 3}); EXPECT_EQ(processed_tokens.TokenCount(), 3); auto step_and_token = processed_tokens.GetNextUnprocessedToken(); EXPECT_EQ(step_and_token.step, 3); EXPECT_TRUE(step_and_token.token.empty()); EXPECT_THAT(processed_tokens.MarkPendingInputTokenAsProcessed(), StatusIs(absl::StatusCode::kNotFound)); EXPECT_EQ(processed_tokens.TokenCount(), 3); step_and_token = processed_tokens.GetNextUnprocessedToken(); EXPECT_EQ(step_and_token.step, 3); EXPECT_TRUE(step_and_token.token.empty()); EXPECT_THAT(processed_tokens.GetTokenAtStep(0), std::vector{1}); EXPECT_THAT(processed_tokens.GetTokenAtStep(1), std::vector{2}); EXPECT_THAT(processed_tokens.GetTokenAtStep(2), std::vector{3}); EXPECT_TRUE(processed_tokens.GetTokenAtStep(3).empty()); } TEST(ProcessedTokensTest, GetCopyOfTokens) { ProcessedTokens processed_tokens; processed_tokens.AddProcessedTokens({1, 2, 3}); EXPECT_THAT(processed_tokens.GetCopyOfTokens(), (std::vector>{{1, 2, 3}})); } TEST(ProcessedTokensTest, GetCopyOfTokens_WithPendingInputToken) { ProcessedTokens processed_tokens; processed_tokens.AddProcessedTokens({1, 2, 3}); EXPECT_OK( processed_tokens.AddPendingInputToken({std::make_shared(4)})); EXPECT_THAT(processed_tokens.GetCopyOfTokens(), (std::vector>{{1, 2, 3, 4}})); } TEST(ProcessedTokensTest, InvalidPendingInputToken) { ProcessedTokens processed_tokens; processed_tokens.AddProcessedTokens({1, 2, 3}); EXPECT_OK( processed_tokens.AddPendingInputToken({std::make_shared(4)})); EXPECT_EQ(processed_tokens.TokenCount(), 4); auto step_and_token = processed_tokens.GetNextUnprocessedToken(); EXPECT_EQ(step_and_token.step, 3); EXPECT_EQ(step_and_token.token.size(), 1); EXPECT_EQ(step_and_token.token[0]->id(), 4); processed_tokens.InvalidatePendingInputToken(); EXPECT_EQ(processed_tokens.TokenCount(), 3); step_and_token = processed_tokens.GetNextUnprocessedToken(); EXPECT_EQ(step_and_token.step, 3); EXPECT_TRUE(step_and_token.token.empty()); EXPECT_THAT(processed_tokens.GetTokenAtStep(0), std::vector{1}); EXPECT_THAT(processed_tokens.GetTokenAtStep(1), std::vector{2}); EXPECT_THAT(processed_tokens.GetTokenAtStep(2), std::vector{3}); EXPECT_TRUE(processed_tokens.GetTokenAtStep(3).empty()); } TEST(ProcessedTokensTest, BroadcastTokenCandidates) { ProcessedTokens processed_tokens; processed_tokens.AddProcessedTokens({1, 2, 3}); EXPECT_EQ(processed_tokens.TokenCount(), 3); auto step_and_token = processed_tokens.GetNextUnprocessedToken(); EXPECT_EQ(step_and_token.step, 3); EXPECT_TRUE(step_and_token.token.empty()); EXPECT_OK(processed_tokens.BroadcastTokenCandidates(3)); EXPECT_EQ(processed_tokens.TokenCount(), 3); step_and_token = processed_tokens.GetNextUnprocessedToken(); EXPECT_EQ(step_and_token.step, 3); EXPECT_TRUE(step_and_token.token.empty()); EXPECT_THAT(processed_tokens.GetTokenAtStep(0), (std::vector{1, 1, 1})); EXPECT_THAT(processed_tokens.GetTokenAtStep(1), (std::vector{2, 2, 2})); EXPECT_THAT(processed_tokens.GetTokenAtStep(2), (std::vector{3, 3, 3})); EXPECT_TRUE(processed_tokens.GetTokenAtStep(3).empty()); } TEST(ProcessedTokensTest, BroadcastTokenCandidates_WithPendingInputToken) { ProcessedTokens processed_tokens; processed_tokens.AddProcessedTokens({1, 2, 3}); EXPECT_OK( processed_tokens.AddPendingInputToken({std::make_shared(4)})); EXPECT_EQ(processed_tokens.TokenCount(), 4); auto step_and_token = processed_tokens.GetNextUnprocessedToken(); EXPECT_EQ(step_and_token.step, 3); EXPECT_EQ(step_and_token.token.size(), 1); EXPECT_EQ(step_and_token.token[0]->id(), 4); EXPECT_OK(processed_tokens.BroadcastTokenCandidates(3)); EXPECT_EQ(processed_tokens.TokenCount(), 4); step_and_token = processed_tokens.GetNextUnprocessedToken(); EXPECT_EQ(step_and_token.step, 3); EXPECT_EQ(step_and_token.token.size(), 3); EXPECT_EQ(step_and_token.token[0]->id(), 4); EXPECT_EQ(step_and_token.token[1]->id(), 4); EXPECT_EQ(step_and_token.token[2]->id(), 4); EXPECT_THAT(processed_tokens.GetTokenAtStep(0), (std::vector{1, 1, 1})); EXPECT_THAT(processed_tokens.GetTokenAtStep(1), (std::vector{2, 2, 2})); EXPECT_THAT(processed_tokens.GetTokenAtStep(2), (std::vector{3, 3, 3})); EXPECT_THAT(processed_tokens.GetTokenAtStep(3), (std::vector{4, 4, 4})); EXPECT_TRUE(processed_tokens.GetTokenAtStep(4).empty()); } TEST(ProcessedTokensTest, AddProcessedTokens_MultipleBatches) { ProcessedTokens processed_tokens; processed_tokens.AddProcessedTokens({1, 2, 3}); EXPECT_OK(processed_tokens.BroadcastTokenCandidates(3)); EXPECT_EQ(processed_tokens.TokenCount(), 3); auto step_and_token = processed_tokens.GetNextUnprocessedToken(); EXPECT_EQ(step_and_token.step, 3); EXPECT_TRUE(step_and_token.token.empty()); processed_tokens.AddProcessedTokens({4, 5}); EXPECT_EQ(processed_tokens.TokenCount(), 5); step_and_token = processed_tokens.GetNextUnprocessedToken(); EXPECT_EQ(step_and_token.step, 5); EXPECT_TRUE(step_and_token.token.empty()); EXPECT_THAT(processed_tokens.GetTokenAtStep(0), (std::vector{1, 1, 1})); EXPECT_THAT(processed_tokens.GetTokenAtStep(1), (std::vector{2, 2, 2})); EXPECT_THAT(processed_tokens.GetTokenAtStep(2), (std::vector{3, 3, 3})); EXPECT_THAT(processed_tokens.GetTokenAtStep(3), (std::vector{4, 4, 4})); EXPECT_THAT(processed_tokens.GetTokenAtStep(4), (std::vector{5, 5, 5})); EXPECT_TRUE(processed_tokens.GetTokenAtStep(5).empty()); } TEST(ProcessedTokensTest, AddPendingInputToken_MultipleBatches) { ProcessedTokens processed_tokens; processed_tokens.AddProcessedTokens({1, 2, 3}); EXPECT_OK(processed_tokens.BroadcastTokenCandidates(3)); EXPECT_EQ(processed_tokens.TokenCount(), 3); auto step_and_token = processed_tokens.GetNextUnprocessedToken(); EXPECT_EQ(step_and_token.step, 3); EXPECT_TRUE(step_and_token.token.empty()); EXPECT_OK(processed_tokens.AddPendingInputToken( {std::make_shared(4), std::make_shared(5), std::make_shared(6)})); EXPECT_EQ(processed_tokens.TokenCount(), 4); step_and_token = processed_tokens.GetNextUnprocessedToken(); EXPECT_EQ(step_and_token.step, 3); EXPECT_EQ(step_and_token.token.size(), 3); EXPECT_EQ(step_and_token.token[0]->id(), 4); EXPECT_EQ(step_and_token.token[1]->id(), 5); EXPECT_EQ(step_and_token.token[2]->id(), 6); EXPECT_THAT(processed_tokens.GetTokenAtStep(0), (std::vector{1, 1, 1})); EXPECT_THAT(processed_tokens.GetTokenAtStep(1), (std::vector{2, 2, 2})); EXPECT_THAT(processed_tokens.GetTokenAtStep(2), (std::vector{3, 3, 3})); EXPECT_THAT(processed_tokens.GetTokenAtStep(3), (std::vector{4, 5, 6})); EXPECT_TRUE(processed_tokens.GetTokenAtStep(4).empty()); } TEST(ProcessedTokensTest, AddPendingInputToken_MultipleBatches_Failed) { ProcessedTokens processed_tokens; processed_tokens.AddProcessedTokens({1, 2, 3}); EXPECT_OK(processed_tokens.BroadcastTokenCandidates(3)); EXPECT_EQ(processed_tokens.TokenCount(), 3); auto step_and_token = processed_tokens.GetNextUnprocessedToken(); EXPECT_EQ(step_and_token.step, 3); EXPECT_TRUE(step_and_token.token.empty()); EXPECT_THAT( processed_tokens.AddPendingInputToken( {std::make_shared(4), std::make_shared(5)}), StatusIs(absl::StatusCode::kInvalidArgument)); EXPECT_EQ(processed_tokens.TokenCount(), 3); step_and_token = processed_tokens.GetNextUnprocessedToken(); EXPECT_EQ(step_and_token.step, 3); EXPECT_TRUE(step_and_token.token.empty()); } TEST(ProcessedTokensTest, AddPendingInputToken_MultipleBatches_AlreadyExists) { ProcessedTokens processed_tokens; processed_tokens.AddProcessedTokens({1, 2, 3}); EXPECT_OK(processed_tokens.BroadcastTokenCandidates(3)); EXPECT_EQ(processed_tokens.TokenCount(), 3); auto step_and_token = processed_tokens.GetNextUnprocessedToken(); EXPECT_EQ(step_and_token.step, 3); EXPECT_TRUE(step_and_token.token.empty()); EXPECT_OK(processed_tokens.AddPendingInputToken( {std::make_shared(4), std::make_shared(5), std::make_shared(6)})); EXPECT_EQ(processed_tokens.TokenCount(), 4); step_and_token = processed_tokens.GetNextUnprocessedToken(); EXPECT_EQ(step_and_token.step, 3); EXPECT_EQ(step_and_token.token.size(), 3); EXPECT_EQ(step_and_token.token[0]->id(), 4); EXPECT_EQ(step_and_token.token[1]->id(), 5); EXPECT_EQ(step_and_token.token[2]->id(), 6); EXPECT_THAT( processed_tokens.AddPendingInputToken({std::make_shared(7), std::make_shared(8), std::make_shared(9)}), StatusIs(absl::StatusCode::kAlreadyExists)); EXPECT_EQ(processed_tokens.TokenCount(), 4); step_and_token = processed_tokens.GetNextUnprocessedToken(); EXPECT_EQ(step_and_token.step, 3); EXPECT_EQ(step_and_token.token.size(), 3); EXPECT_EQ(step_and_token.token[0]->id(), 4); EXPECT_EQ(step_and_token.token[1]->id(), 5); EXPECT_EQ(step_and_token.token[2]->id(), 6); EXPECT_THAT(processed_tokens.GetTokenAtStep(0), (std::vector{1, 1, 1})); EXPECT_THAT(processed_tokens.GetTokenAtStep(1), (std::vector{2, 2, 2})); EXPECT_THAT(processed_tokens.GetTokenAtStep(2), (std::vector{3, 3, 3})); EXPECT_THAT(processed_tokens.GetTokenAtStep(3), (std::vector{4, 5, 6})); EXPECT_TRUE(processed_tokens.GetTokenAtStep(4).empty()); } TEST(ProcessedTokensTest, RollBackToStep_MultipleBatches) { ProcessedTokens processed_tokens; processed_tokens.AddProcessedTokens({1, 2, 3}); EXPECT_OK(processed_tokens.BroadcastTokenCandidates(3)); EXPECT_EQ(processed_tokens.TokenCount(), 3); auto step_and_token = processed_tokens.GetNextUnprocessedToken(); EXPECT_EQ(step_and_token.step, 3); EXPECT_TRUE(step_and_token.token.empty()); EXPECT_OK(processed_tokens.RollBackToStep(1)); EXPECT_EQ(processed_tokens.TokenCount(), 1); step_and_token = processed_tokens.GetNextUnprocessedToken(); EXPECT_EQ(step_and_token.step, 1); EXPECT_TRUE(step_and_token.token.empty()); EXPECT_THAT(processed_tokens.GetTokenAtStep(0), (std::vector{1, 1, 1})); EXPECT_TRUE(processed_tokens.GetTokenAtStep(1).empty()); } TEST(ProcessedTokensTest, RollBackToStep_MultipleBatches_WithPendingInputToken) { ProcessedTokens processed_tokens; processed_tokens.AddProcessedTokens({1, 2, 3}); EXPECT_OK( processed_tokens.AddPendingInputToken({std::make_shared(4)})); EXPECT_OK(processed_tokens.BroadcastTokenCandidates(3)); EXPECT_EQ(processed_tokens.TokenCount(), 4); auto step_and_token = processed_tokens.GetNextUnprocessedToken(); EXPECT_EQ(step_and_token.step, 3); EXPECT_EQ(step_and_token.token.size(), 3); EXPECT_EQ(step_and_token.token[0]->id(), 4); EXPECT_EQ(step_and_token.token[1]->id(), 4); EXPECT_EQ(step_and_token.token[2]->id(), 4); EXPECT_OK(processed_tokens.RollBackToStep(1)); EXPECT_EQ(processed_tokens.TokenCount(), 1); step_and_token = processed_tokens.GetNextUnprocessedToken(); EXPECT_EQ(step_and_token.step, 1); EXPECT_TRUE(step_and_token.token.empty()); EXPECT_THAT(processed_tokens.GetTokenAtStep(0), (std::vector{1, 1, 1})); EXPECT_TRUE(processed_tokens.GetTokenAtStep(1).empty()); } TEST(ProcessedTokensTest, MarkPendingInputTokenAsProcessed_MultipleBatches) { ProcessedTokens processed_tokens; processed_tokens.AddProcessedTokens({1, 2, 3}); EXPECT_OK(processed_tokens.BroadcastTokenCandidates(3)); EXPECT_OK(processed_tokens.AddPendingInputToken( {std::make_shared(4), std::make_shared(5), std::make_shared(6)})); EXPECT_EQ(processed_tokens.TokenCount(), 4); auto step_and_token = processed_tokens.GetNextUnprocessedToken(); EXPECT_EQ(step_and_token.step, 3); EXPECT_EQ(step_and_token.token.size(), 3); EXPECT_EQ(step_and_token.token[0]->id(), 4); EXPECT_EQ(step_and_token.token[1]->id(), 5); EXPECT_EQ(step_and_token.token[2]->id(), 6); EXPECT_OK(processed_tokens.MarkPendingInputTokenAsProcessed()); EXPECT_EQ(processed_tokens.TokenCount(), 4); step_and_token = processed_tokens.GetNextUnprocessedToken(); EXPECT_EQ(step_and_token.step, 4); EXPECT_TRUE(step_and_token.token.empty()); EXPECT_THAT(processed_tokens.GetTokenAtStep(0), (std::vector{1, 1, 1})); EXPECT_THAT(processed_tokens.GetTokenAtStep(1), (std::vector{2, 2, 2})); EXPECT_THAT(processed_tokens.GetTokenAtStep(2), (std::vector{3, 3, 3})); EXPECT_THAT(processed_tokens.GetTokenAtStep(3), (std::vector{4, 5, 6})); EXPECT_TRUE(processed_tokens.GetTokenAtStep(4).empty()); } TEST(ProcessedTokensTest, GetCopyOfTokens_MultipleBatches) { ProcessedTokens processed_tokens; processed_tokens.AddProcessedTokens({1, 2, 3}); EXPECT_OK(processed_tokens.BroadcastTokenCandidates(3)); EXPECT_THAT(processed_tokens.GetCopyOfTokens(), (std::vector>{{1, 2, 3}, {1, 2, 3}, {1, 2, 3}})); } TEST(ProcessedTokensTest, GetCopyOfTokens_MultipleBatches_WithPendingInputToken) { ProcessedTokens processed_tokens; processed_tokens.AddProcessedTokens({1, 2, 3}); EXPECT_OK(processed_tokens.BroadcastTokenCandidates(3)); EXPECT_OK(processed_tokens.AddPendingInputToken( {std::make_shared(4), std::make_shared(5), std::make_shared(6)})); EXPECT_THAT(processed_tokens.GetCopyOfTokens(), (std::vector>{ {1, 2, 3, 4}, {1, 2, 3, 5}, {1, 2, 3, 6}})); } TEST(ProcessedTokensTest, InvalidatePendingInputToken_MultipleBatches) { ProcessedTokens processed_tokens; processed_tokens.AddProcessedTokens({1, 2, 3}); EXPECT_OK(processed_tokens.BroadcastTokenCandidates(3)); EXPECT_OK(processed_tokens.AddPendingInputToken( {std::make_shared(4), std::make_shared(5), std::make_shared(6)})); EXPECT_EQ(processed_tokens.TokenCount(), 4); auto step_and_token = processed_tokens.GetNextUnprocessedToken(); EXPECT_EQ(step_and_token.step, 3); EXPECT_EQ(step_and_token.token.size(), 3); EXPECT_EQ(step_and_token.token[0]->id(), 4); EXPECT_EQ(step_and_token.token[1]->id(), 5); EXPECT_EQ(step_and_token.token[2]->id(), 6); processed_tokens.InvalidatePendingInputToken(); EXPECT_EQ(processed_tokens.TokenCount(), 3); step_and_token = processed_tokens.GetNextUnprocessedToken(); EXPECT_EQ(step_and_token.step, 3); EXPECT_TRUE(step_and_token.token.empty()); EXPECT_THAT(processed_tokens.GetTokenAtStep(0), (std::vector{1, 1, 1})); EXPECT_THAT(processed_tokens.GetTokenAtStep(1), (std::vector{2, 2, 2})); EXPECT_THAT(processed_tokens.GetTokenAtStep(2), (std::vector{3, 3, 3})); EXPECT_TRUE(processed_tokens.GetTokenAtStep(3).empty()); } TEST(ProcessedTokensTest, ReduceTokenCandidates) { ProcessedTokens processed_tokens; processed_tokens.AddProcessedTokens({1, 2, 3}); EXPECT_OK(processed_tokens.BroadcastTokenCandidates(3)); EXPECT_OK(processed_tokens.AddPendingInputToken( {std::make_shared(4), std::make_shared(5), std::make_shared(6)})); EXPECT_OK(processed_tokens.ReduceTokenCandidates(0)); EXPECT_EQ(processed_tokens.TokenCount(), 4); auto step_and_token = processed_tokens.GetNextUnprocessedToken(); EXPECT_EQ(step_and_token.step, 3); EXPECT_EQ(step_and_token.token.size(), 1); EXPECT_EQ(step_and_token.token[0]->id(), 4); EXPECT_THAT(processed_tokens.GetTokenAtStep(0), std::vector{1}); EXPECT_THAT(processed_tokens.GetTokenAtStep(1), std::vector{2}); EXPECT_THAT(processed_tokens.GetTokenAtStep(2), std::vector{3}); EXPECT_THAT(processed_tokens.GetTokenAtStep(3), std::vector{4}); EXPECT_TRUE(processed_tokens.GetTokenAtStep(4).empty()); } TEST(ProcessedTokensTest, ReduceTokenCandidates_2ndIndex) { ProcessedTokens processed_tokens; processed_tokens.AddProcessedTokens({1, 2, 3}); EXPECT_OK(processed_tokens.BroadcastTokenCandidates(3)); EXPECT_OK(processed_tokens.AddPendingInputToken( {std::make_shared(4), std::make_shared(5), std::make_shared(6)})); EXPECT_OK(processed_tokens.ReduceTokenCandidates(1)); EXPECT_EQ(processed_tokens.TokenCount(), 4); auto step_and_token = processed_tokens.GetNextUnprocessedToken(); EXPECT_EQ(step_and_token.step, 3); EXPECT_EQ(step_and_token.token.size(), 1); EXPECT_EQ(step_and_token.token[0]->id(), 5); EXPECT_THAT(processed_tokens.GetTokenAtStep(0), std::vector{1}); EXPECT_THAT(processed_tokens.GetTokenAtStep(1), std::vector{2}); EXPECT_THAT(processed_tokens.GetTokenAtStep(2), std::vector{3}); EXPECT_THAT(processed_tokens.GetTokenAtStep(3), std::vector{5}); EXPECT_TRUE(processed_tokens.GetTokenAtStep(4).empty()); } TEST(ProcessedTokensTest, ReduceTokenCandidates_OutOfRange) { ProcessedTokens processed_tokens; processed_tokens.AddProcessedTokens({1, 2, 3}); EXPECT_OK(processed_tokens.BroadcastTokenCandidates(3)); EXPECT_OK(processed_tokens.AddPendingInputToken( {std::make_shared(4), std::make_shared(5), std::make_shared(6)})); EXPECT_THAT(processed_tokens.ReduceTokenCandidates(4), StatusIs(absl::StatusCode::kOutOfRange)); EXPECT_EQ(processed_tokens.TokenCount(), 4); auto step_and_token = processed_tokens.GetNextUnprocessedToken(); EXPECT_EQ(step_and_token.step, 3); EXPECT_EQ(step_and_token.token.size(), 3); EXPECT_EQ(step_and_token.token[0]->id(), 4); EXPECT_EQ(step_and_token.token[1]->id(), 5); EXPECT_EQ(step_and_token.token[2]->id(), 6); EXPECT_THAT(processed_tokens.GetTokenAtStep(0), (std::vector{1, 1, 1})); EXPECT_THAT(processed_tokens.GetTokenAtStep(1), (std::vector{2, 2, 2})); EXPECT_THAT(processed_tokens.GetTokenAtStep(2), (std::vector{3, 3, 3})); EXPECT_THAT(processed_tokens.GetTokenAtStep(3), (std::vector{4, 5, 6})); EXPECT_TRUE(processed_tokens.GetTokenAtStep(4).empty()); } } // namespace } // namespace litert::lm