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Original file line number Diff line number Diff line change
@@ -0,0 +1,68 @@
/*
* Copyright 2025 Google LLC
*
* 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.
*/

package genai.counttokens;

// [START googlegenaisdk_counttoken_localtokenizer_compute_with_txt]

import com.google.genai.LocalTokenizer;
import com.google.genai.types.ComputeTokensResult;
import com.google.genai.types.TokensInfo;
import java.nio.charset.StandardCharsets;
import java.util.List;
import java.util.Optional;

public class CountTokensLocalTokenizerComputeWithTxt {

public static void main(String[] args) {
// TODO(developer): Replace these variables before running the sample.
String modelId = "gemini-2.5-flash";
computeTokens(modelId);
}

// Computes tokens with Local Tokenizer and a text input
public static Optional<List<TokensInfo>> computeTokens(String modelId) {
LocalTokenizer tokenizer = new LocalTokenizer(modelId);
ComputeTokensResult result =
tokenizer.computeTokens("What's the longest word in the English language?");

result.tokensInfo().ifPresent(tokensInfoList -> {
for (TokensInfo info : tokensInfoList) {
info.role().ifPresent(role -> System.out.println("role: " + role));
info.tokenIds().ifPresent(tokenIds -> System.out.println("tokenIds: " + tokenIds));
// Print tokens input as strings since they are in a form of byte array.
System.out.println("tokens: ");
info.tokens().ifPresent(tokens ->
tokens.forEach(token ->
System.out.println(new String(token, StandardCharsets.UTF_8))
)
);
}
});
// Example response:
// role: user
// tokenIds: [3689, 236789, 236751, 506, 27801, 3658, 528, 506, 5422, 5192, 236881]
// tokens:
// What
// '
// s
// the
// longest
// ...
return result.tokensInfo();
}
}
// [END googlegenaisdk_counttoken_localtokenizer_compute_with_txt]
Original file line number Diff line number Diff line change
@@ -0,0 +1,43 @@
/*
* Copyright 2025 Google LLC
*
* 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.
*/

package genai.counttokens;

// [START googlegenaisdk_counttoken_localtokenizer_with_txt]

import com.google.genai.LocalTokenizer;
import com.google.genai.types.CountTokensResult;
import java.util.Optional;

public class CountTokensLocalTokenizerWithTxt {

public static void main(String[] args) {
// TODO(developer): Replace these variables before running the sample.
String modelId = "gemini-2.5-flash";
countTokens(modelId);
}

// Counts tokens with Local Tokenizer and a text input
public static Optional<Integer> countTokens(String modelId) {
LocalTokenizer tokenizer = new LocalTokenizer(modelId);
CountTokensResult result = tokenizer.countTokens("What's the highest mountain in Africa?");
System.out.println(result.totalTokens());
// Example response:
// Optional[9]
return result.totalTokens();
}
}
// [END googlegenaisdk_counttoken_localtokenizer_with_txt]
Original file line number Diff line number Diff line change
Expand Up @@ -82,7 +82,7 @@ public void testCountTokensWithTextAndVideo() {
public void testCountTokensComputeWithText() {

List<TokensInfo> response =
CountTokensComputeWithText.computeTokens(GEMINI_FLASH).orElse(new ArrayList<>());
CountTokensComputeWithText.computeTokens(GEMINI_FLASH).orElse(new ArrayList<>());

assertThat(response).isNotEmpty();
TokensInfo tokensInfo = response.get(0);
Expand All @@ -94,20 +94,44 @@ public void testCountTokensComputeWithText() {

assertThat(tokensInfo.tokens()).isPresent();
assertThat(tokensInfo.tokens().get()).isNotEmpty();
}

@Test
public void testCountTokensLocalTokenizerComputeWithTxt() {

List<TokensInfo> response =
CountTokensLocalTokenizerComputeWithTxt.computeTokens(GEMINI_FLASH)
.orElse(new ArrayList<>());

assertThat(response).isNotEmpty();
TokensInfo tokensInfo = response.get(0);

assertThat(tokensInfo.role()).isPresent();

assertThat(tokensInfo.tokenIds()).isPresent();
assertThat(tokensInfo.tokenIds().get()).isNotEmpty();

assertThat(tokensInfo.tokens()).isPresent();
assertThat(tokensInfo.tokens().get()).isNotEmpty();
}

@Test
public void testCountTokensLocalTokenizerWithTxt() {
Optional<Integer> response = CountTokensLocalTokenizerWithTxt.countTokens(GEMINI_FLASH);
assertThat(response).isPresent();
assertThat(response.get()).isGreaterThan(0);
}

@Test
public void testCountTokensResponseWithText() {

Optional<GenerateContentResponseUsageMetadata> response =
CountTokensResponseWithText.countTokens(GEMINI_FLASH);
CountTokensResponseWithText.countTokens(GEMINI_FLASH);

assertThat(response).isPresent();
assertThat(response.get().totalTokenCount()).isPresent();
assertThat(response.get().totalTokenCount().get()).isGreaterThan(0);
assertThat(response.get().promptTokenCount()).isPresent();
assertThat(response.get().promptTokenCount().get()).isGreaterThan(0);

}
}