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feat: [vertexai] add GenerateContentConfig class (#10413)
PiperOrigin-RevId: 610472076 Co-authored-by: Jaycee Li <jayceeli@google.com>
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/*
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* Copyright 2024 Google LLC
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*
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* Licensed under the Apache License, Version 2.0 (the "License");
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* you may not use this file except in compliance with the License.
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* You may obtain a copy of the License at
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*
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* https://www.apache.org/licenses/LICENSE-2.0
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*
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* Unless required by applicable law or agreed to in writing, software
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* distributed under the License is distributed on an "AS IS" BASIS,
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* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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* See the License for the specific language governing permissions and
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* limitations under the License.
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*/
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package com.google.cloud.vertexai.generativeai;
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import com.google.api.core.BetaApi;
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import com.google.cloud.vertexai.api.GenerationConfig;
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import com.google.cloud.vertexai.api.SafetySetting;
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import com.google.cloud.vertexai.api.Tool;
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import com.google.common.collect.ImmutableList;
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import java.util.List;
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/** This class holds all the configs when making a generate content API call */
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public class GenerateContentConfig {
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private GenerationConfig generationConfig;
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private ImmutableList<SafetySetting> safetySettings;
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private ImmutableList<Tool> tools;
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/** Creates a builder for the GenerateContentConfig. */
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public static Builder newBuilder() {
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return new Builder();
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}
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private GenerateContentConfig(Builder builder) {
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if (builder.generationConfig != null) {
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this.generationConfig = builder.generationConfig;
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} else {
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this.generationConfig = null;
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}
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if (builder.safetySettings != null) {
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this.safetySettings = builder.safetySettings;
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} else {
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this.safetySettings = ImmutableList.of();
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}
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if (builder.tools != null) {
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this.tools = builder.tools;
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} else {
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this.tools = ImmutableList.of();
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}
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}
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/** Builder class for {@link GenerateContentConfig}. */
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public static class Builder {
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private GenerationConfig generationConfig;
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private ImmutableList<SafetySetting> safetySettings;
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private ImmutableList<Tool> tools;
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private Builder() {}
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/** Builds a GenerateContentConfig instance. */
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public GenerateContentConfig build() {
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return new GenerateContentConfig(this);
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}
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/**
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* Set {@link com.google.cloud.vertexai.api.GenerationConfig} that will be used in the generate
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* content API call.
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*
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* @return builder for the GenerateContentConfig
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*/
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@BetaApi
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public Builder setGenerationConfig(GenerationConfig generationConfig) {
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this.generationConfig = generationConfig;
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return this;
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}
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/**
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* Set a list of {@link com.google.cloud.vertexai.api.SafetySetting} that will be used in the
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* generate content API call.
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*
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* @return builder for the GenerateContentConfig
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*/
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@BetaApi
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public Builder setSafetySettings(List<SafetySetting> safetySettings) {
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ImmutableList.Builder builder = ImmutableList.builder();
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for (SafetySetting safetySetting : safetySettings) {
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if (safetySetting != null) {
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builder.add(safetySetting);
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}
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}
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this.safetySettings = builder.build();
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return this;
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}
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/**
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* Set a list of {@link com.google.cloud.vertexai.api.Tool} that will be used in the generate
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* content API call.
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*
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* @return builder for the GenerateContentConfig
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*/
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@BetaApi
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public Builder setTools(List<Tool> tools) {
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ImmutableList.Builder builder = ImmutableList.builder();
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for (Tool tool : tools) {
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if (tool != null) {
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builder.add(tool);
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}
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}
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this.tools = builder.build();
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return this;
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}
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}
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/**
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* Sets the value for {@link #getGenerationConfig}, which will be used in the generate content API
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* call.
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*/
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@BetaApi
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public void setGenerationConfig(GenerationConfig generationConfig) {
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this.generationConfig = generationConfig;
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}
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/**
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* Sets the value for {@link #getSafetySettings}, which will be used in the generate content API
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* call.
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*/
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@BetaApi("safetySettings is a preview feature.")
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public void setSafetySettings(List<SafetySetting> safetySettings) {
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ImmutableList.Builder builder = ImmutableList.builder();
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for (SafetySetting safetySetting : safetySettings) {
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if (safetySetting != null) {
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builder.add(safetySetting);
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}
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}
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this.safetySettings = builder.build();
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}
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/** Sets the value for {@link #getTools}, which will be used in the generate content API call. */
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@BetaApi("tools is a preview feature.")
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public void setTools(List<Tool> tools) {
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ImmutableList.Builder builder = ImmutableList.builder();
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for (Tool tool : tools) {
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if (tool != null) {
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builder.add(tool);
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}
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}
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this.tools = builder.build();
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}
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/** Returns the {@link com.google.cloud.vertexai.api.GenerationConfig} of this config. */
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@BetaApi
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public GenerationConfig getGenerationConfig() {
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return this.generationConfig;
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}
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/** Returns a list of {@link com.google.cloud.vertexai.api.SafetySettings} of this config. */
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@BetaApi("safetySettings is a preview feature.")
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public ImmutableList<SafetySetting> getSafetySettings() {
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return this.safetySettings;
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}
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/** Returns a list of {@link com.google.cloud.vertexai.api.Tool} of this config. */
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@BetaApi("tools is a preview feature.")
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public ImmutableList<Tool> getTools() {
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return this.tools;
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}
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}
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/*
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* Copyright 2024 Google LLC
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*
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* Licensed under the Apache License, Version 2.0 (the "License");
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* you may not use this file except in compliance with the License.
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* You may obtain a copy of the License at
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*
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* https://www.apache.org/licenses/LICENSE-2.0
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*
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* Unless required by applicable law or agreed to in writing, software
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* distributed under the License is distributed on an "AS IS" BASIS,
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* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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* See the License for the specific language governing permissions and
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* limitations under the License.
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*/
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package com.google.cloud.vertexai.generativeai;
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import static com.google.common.truth.Truth.assertThat;
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import com.google.cloud.vertexai.api.FunctionDeclaration;
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import com.google.cloud.vertexai.api.GenerationConfig;
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import com.google.cloud.vertexai.api.HarmCategory;
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import com.google.cloud.vertexai.api.SafetySetting;
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import com.google.cloud.vertexai.api.SafetySetting.HarmBlockThreshold;
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import com.google.cloud.vertexai.api.Schema;
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import com.google.cloud.vertexai.api.Tool;
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import com.google.cloud.vertexai.api.Type;
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import java.util.Arrays;
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import java.util.List;
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import org.junit.Test;
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import org.junit.runner.RunWith;
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import org.junit.runners.JUnit4;
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@RunWith(JUnit4.class)
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public final class GenerateContentConfigTest {
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private static final GenerationConfig GENERATION_CONFIG =
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GenerationConfig.newBuilder().setCandidateCount(1).build();
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private static final SafetySetting SAFETY_SETTING =
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SafetySetting.newBuilder()
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.setCategory(HarmCategory.HARM_CATEGORY_DANGEROUS_CONTENT)
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.setThreshold(HarmBlockThreshold.BLOCK_LOW_AND_ABOVE)
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.build();
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private static final Tool TOOL =
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Tool.newBuilder()
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.addFunctionDeclarations(
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FunctionDeclaration.newBuilder()
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.setName("getCurrentWeather")
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.setDescription("Get the current weather in a given location")
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.setParameters(
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Schema.newBuilder()
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.setType(Type.OBJECT)
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.putProperties(
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"location",
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Schema.newBuilder()
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.setType(Type.STRING)
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.setDescription("location")
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.build())
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.addRequired("location")))
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.build();
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private List<SafetySetting> safetySettings = Arrays.asList(SAFETY_SETTING);
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private List<Tool> tools = Arrays.asList(TOOL);
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private GenerateContentConfig config;
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@Test
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public void testInstantiateGenerateContentConfigWithBuilder() {
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config =
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GenerateContentConfig.newBuilder()
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.setGenerationConfig(GENERATION_CONFIG)
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.setSafetySettings(safetySettings)
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.setTools(tools)
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.build();
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assertThat(config.getGenerationConfig()).isEqualTo(GENERATION_CONFIG);
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assertThat(config.getSafetySettings()).isEqualTo(safetySettings);
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assertThat(config.getTools()).isEqualTo(tools);
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}
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@Test
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public void testGenerateContentConfigSetters() {
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config = GenerateContentConfig.newBuilder().build();
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assertThat(config.getGenerationConfig()).isNull();
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assertThat(config.getSafetySettings()).isEmpty();
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assertThat(config.getTools()).isEmpty();
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config.setGenerationConfig(GENERATION_CONFIG);
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config.setSafetySettings(safetySettings);
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config.setTools(tools);
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assertThat(config.getGenerationConfig()).isEqualTo(GENERATION_CONFIG);
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assertThat(config.getSafetySettings()).isEqualTo(safetySettings);
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assertThat(config.getTools()).isEqualTo(tools);
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}
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}

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