diff options
author | Harald Musum <musum@vespa.ai> | 2024-04-15 20:44:10 +0200 |
---|---|---|
committer | GitHub <noreply@github.com> | 2024-04-15 20:44:10 +0200 |
commit | ed62b750494822cc67a328390178754512baf032 (patch) | |
tree | 3f94e22d38d63c456a3bb202b4f3787ecff5ded6 /container-search/src/test | |
parent | 44a866c0d648543c04567503990c03c36403d86d (diff) |
Revert "Lesters/add local llms 2"
Diffstat (limited to 'container-search/src/test')
4 files changed, 330 insertions, 109 deletions
diff --git a/container-search/src/test/java/ai/vespa/llm/clients/ConfigurableLanguageModelTest.java b/container-search/src/test/java/ai/vespa/llm/clients/ConfigurableLanguageModelTest.java new file mode 100644 index 00000000000..35d5cfd3855 --- /dev/null +++ b/container-search/src/test/java/ai/vespa/llm/clients/ConfigurableLanguageModelTest.java @@ -0,0 +1,174 @@ +// Copyright Vespa.ai. Licensed under the terms of the Apache 2.0 license. See LICENSE in the project root. +package ai.vespa.llm.clients; + +import ai.vespa.llm.InferenceParameters; +import ai.vespa.llm.completion.Completion; +import ai.vespa.llm.completion.Prompt; +import ai.vespa.llm.completion.StringPrompt; +import com.yahoo.container.di.componentgraph.Provider; +import com.yahoo.container.jdisc.SecretStoreProvider; +import com.yahoo.container.jdisc.secretstore.SecretStore; +import org.junit.jupiter.api.Test; + +import java.util.Arrays; +import java.util.Map; +import java.util.concurrent.ExecutorService; +import java.util.concurrent.Executors; +import java.util.function.BiFunction; +import java.util.stream.Collectors; + +import static org.junit.jupiter.api.Assertions.assertDoesNotThrow; +import static org.junit.jupiter.api.Assertions.assertEquals; +import static org.junit.jupiter.api.Assertions.assertNotEquals; +import static org.junit.jupiter.api.Assertions.assertThrows; +import static org.junit.jupiter.api.Assertions.assertTrue; + +public class ConfigurableLanguageModelTest { + + @Test + public void testSyncGeneration() { + var prompt = StringPrompt.from("Why are ducks better than cats?"); + var result = createLLM().complete(prompt, inferenceParamsWithDefaultKey()); + assertEquals(1, result.size()); + assertEquals("Ducks have adorable waddling walks.", result.get(0).text()); + } + + @Test + public void testAsyncGeneration() { + var executor = Executors.newFixedThreadPool(1); + var prompt = StringPrompt.from("Why are ducks better than cats?"); + var sb = new StringBuilder(); + try { + var future = createLLM(executor).completeAsync(prompt, inferenceParamsWithDefaultKey(), completion -> { + sb.append(completion.text()); + }).exceptionally(exception -> Completion.FinishReason.error); + + var reason = future.join(); + assertTrue(future.isDone()); + assertNotEquals(reason, Completion.FinishReason.error); + } finally { + executor.shutdownNow(); + } + + assertEquals("Ducks have adorable waddling walks.", sb.toString()); + } + + @Test + public void testInferenceParameters() { + var prompt = StringPrompt.from("Why are ducks better than cats?"); + var params = inferenceParams(Map.of("temperature", "1.0", "maxTokens", "4")); + var result = createLLM().complete(prompt, params); + assertEquals("Random text about ducks", result.get(0).text()); + } + + @Test + public void testNoApiKey() { + var prompt = StringPrompt.from(""); + var config = modelParams("api-key", null); + var secrets = createSecretStore(Map.of()); + assertThrows(IllegalArgumentException.class, () -> { + createLLM(config, createGenerator(), secrets).complete(prompt, inferenceParams()); + }); + } + + @Test + public void testApiKeyFromSecretStore() { + var prompt = StringPrompt.from(""); + var config = modelParams("api-key-in-secret-store", null); + var secrets = createSecretStore(Map.of("api-key-in-secret-store", MockLLMClient.ACCEPTED_API_KEY)); + assertDoesNotThrow(() -> { createLLM(config, createGenerator(), secrets).complete(prompt, inferenceParams()); }); + } + + private static String lookupParameter(String parameter, Map<String, String> params) { + return params.get(parameter); + } + + private static InferenceParameters inferenceParams() { + return new InferenceParameters(s -> lookupParameter(s, Map.of())); + } + + private static InferenceParameters inferenceParams(Map<String, String> params) { + return new InferenceParameters(MockLLMClient.ACCEPTED_API_KEY, s -> lookupParameter(s, params)); + } + + private static InferenceParameters inferenceParamsWithDefaultKey() { + return new InferenceParameters(MockLLMClient.ACCEPTED_API_KEY, s -> lookupParameter(s, Map.of())); + } + + private LlmClientConfig modelParams(String apiKeySecretName, String endpoint) { + var config = new LlmClientConfig.Builder(); + if (apiKeySecretName != null) { + config.apiKeySecretName(apiKeySecretName); + } + if (endpoint != null) { + config.endpoint(endpoint); + } + return config.build(); + } + + public static SecretStore createSecretStore(Map<String, String> secrets) { + Provider<SecretStore> secretStore = new Provider<>() { + public SecretStore get() { + return new SecretStore() { + public String getSecret(String key) { + return secrets.get(key); + } + public String getSecret(String key, int version) { + return secrets.get(key); + } + }; + } + public void deconstruct() { + } + }; + return secretStore.get(); + } + + public static BiFunction<Prompt, InferenceParameters, String> createGenerator() { + return (prompt, options) -> { + String answer = "I have no opinion on the matter"; + if (prompt.asString().contains("ducks")) { + answer = "Ducks have adorable waddling walks."; + var temperature = options.getDouble("temperature"); + if (temperature.isPresent() && temperature.get() > 0.5) { + answer = "Random text about ducks vs cats that makes no sense whatsoever."; + } + } + var maxTokens = options.getInt("maxTokens"); + if (maxTokens.isPresent()) { + return Arrays.stream(answer.split(" ")).limit(maxTokens.get()).collect(Collectors.joining(" ")); + } + return answer; + }; + } + + private static MockLLMClient createLLM() { + LlmClientConfig config = new LlmClientConfig.Builder().build(); + return createLLM(config, null); + } + + private static MockLLMClient createLLM(ExecutorService executor) { + LlmClientConfig config = new LlmClientConfig.Builder().build(); + return createLLM(config, executor); + } + + private static MockLLMClient createLLM(LlmClientConfig config, ExecutorService executor) { + var generator = createGenerator(); + var secretStore = new SecretStoreProvider(); // throws exception on use + return createLLM(config, generator, secretStore.get(), executor); + } + + private static MockLLMClient createLLM(LlmClientConfig config, + BiFunction<Prompt, InferenceParameters, String> generator, + SecretStore secretStore) { + return createLLM(config, generator, secretStore, null); + } + + private static MockLLMClient createLLM(LlmClientConfig config, + BiFunction<Prompt, InferenceParameters, String> generator, + SecretStore secretStore, + ExecutorService executor) { + return new MockLLMClient(config, secretStore, generator, executor); + } + +} diff --git a/container-search/src/test/java/ai/vespa/llm/clients/MockLLMClient.java b/container-search/src/test/java/ai/vespa/llm/clients/MockLLMClient.java new file mode 100644 index 00000000000..4d0073f1cbe --- /dev/null +++ b/container-search/src/test/java/ai/vespa/llm/clients/MockLLMClient.java @@ -0,0 +1,80 @@ +// Copyright Vespa.ai. Licensed under the terms of the Apache 2.0 license. See LICENSE in the project root. +package ai.vespa.llm.clients; + +import ai.vespa.llm.InferenceParameters; +import ai.vespa.llm.completion.Completion; +import ai.vespa.llm.completion.Prompt; +import com.yahoo.container.jdisc.secretstore.SecretStore; + +import java.util.List; +import java.util.concurrent.CompletableFuture; +import java.util.concurrent.ExecutorService; +import java.util.function.BiFunction; +import java.util.function.Consumer; + +public class MockLLMClient extends ConfigurableLanguageModel { + + public final static String ACCEPTED_API_KEY = "sesame"; + + private final ExecutorService executor; + private final BiFunction<Prompt, InferenceParameters, String> generator; + + private Prompt lastPrompt; + + public MockLLMClient(LlmClientConfig config, + SecretStore secretStore, + BiFunction<Prompt, InferenceParameters, String> generator, + ExecutorService executor) { + super(config, secretStore); + this.generator = generator; + this.executor = executor; + } + + private void checkApiKey(InferenceParameters options) { + var apiKey = getApiKey(options); + if (apiKey == null || ! apiKey.equals(ACCEPTED_API_KEY)) { + throw new IllegalArgumentException("Invalid API key"); + } + } + + private void setPrompt(Prompt prompt) { + this.lastPrompt = prompt; + } + + public Prompt getPrompt() { + return this.lastPrompt; + } + + @Override + public List<Completion> complete(Prompt prompt, InferenceParameters params) { + setApiKey(params); + checkApiKey(params); + setPrompt(prompt); + return List.of(Completion.from(this.generator.apply(prompt, params))); + } + + @Override + public CompletableFuture<Completion.FinishReason> completeAsync(Prompt prompt, + InferenceParameters params, + Consumer<Completion> consumer) { + setPrompt(prompt); + var completionFuture = new CompletableFuture<Completion.FinishReason>(); + var completions = this.generator.apply(prompt, params).split(" "); // Simple tokenization + + long sleep = 1; + executor.submit(() -> { + try { + for (int i=0; i < completions.length; ++i) { + String completion = (i > 0 ? " " : "") + completions[i]; + consumer.accept(Completion.from(completion, Completion.FinishReason.none)); Thread.sleep(sleep); + } + completionFuture.complete(Completion.FinishReason.stop); + } catch (InterruptedException e) { + // Do nothing + } + }); + + return completionFuture; + } + +} diff --git a/container-search/src/test/java/ai/vespa/llm/clients/OpenAITest.java b/container-search/src/test/java/ai/vespa/llm/clients/OpenAITest.java new file mode 100644 index 00000000000..57339f6ad49 --- /dev/null +++ b/container-search/src/test/java/ai/vespa/llm/clients/OpenAITest.java @@ -0,0 +1,35 @@ +// Copyright Vespa.ai. Licensed under the terms of the Apache 2.0 license. See LICENSE in the project root. +package ai.vespa.llm.clients; + +import ai.vespa.llm.InferenceParameters; +import ai.vespa.llm.completion.StringPrompt; +import com.yahoo.container.jdisc.SecretStoreProvider; +import org.junit.jupiter.api.Disabled; +import org.junit.jupiter.api.Test; + +import java.util.Map; + +public class OpenAITest { + + private static final String apiKey = "<your-api-key>"; + + @Test + @Disabled + public void testOpenAIGeneration() { + var config = new LlmClientConfig.Builder().build(); + var openai = new OpenAI(config, new SecretStoreProvider().get()); + var options = Map.of( + "maxTokens", "10" + ); + + var prompt = StringPrompt.from("why are ducks better than cats?"); + var future = openai.completeAsync(prompt, new InferenceParameters(apiKey, options::get), completion -> { + System.out.print(completion.text()); + }).exceptionally(exception -> { + System.out.println("Error: " + exception); + return null; + }); + future.join(); + } + +} diff --git a/container-search/src/test/java/ai/vespa/search/llm/LLMSearcherTest.java b/container-search/src/test/java/ai/vespa/search/llm/LLMSearcherTest.java index 3baa9715c34..1efcf1c736a 100755 --- a/container-search/src/test/java/ai/vespa/search/llm/LLMSearcherTest.java +++ b/container-search/src/test/java/ai/vespa/search/llm/LLMSearcherTest.java @@ -3,11 +3,14 @@ package ai.vespa.search.llm; import ai.vespa.llm.InferenceParameters; import ai.vespa.llm.LanguageModel; -import ai.vespa.llm.completion.Completion; +import ai.vespa.llm.clients.ConfigurableLanguageModelTest; +import ai.vespa.llm.clients.LlmClientConfig; +import ai.vespa.llm.clients.MockLLMClient; import ai.vespa.llm.completion.Prompt; import com.yahoo.component.ComponentId; import com.yahoo.component.chain.Chain; import com.yahoo.component.provider.ComponentRegistry; +import com.yahoo.container.jdisc.SecretStoreProvider; import com.yahoo.search.Query; import com.yahoo.search.Result; import com.yahoo.search.Searcher; @@ -17,14 +20,10 @@ import org.junit.jupiter.api.Test; import java.net.URLEncoder; import java.nio.charset.StandardCharsets; -import java.util.Arrays; -import java.util.List; import java.util.Map; -import java.util.concurrent.CompletableFuture; import java.util.concurrent.ExecutorService; import java.util.concurrent.Executors; import java.util.function.BiFunction; -import java.util.function.Consumer; import java.util.stream.Collectors; import static org.junit.jupiter.api.Assertions.assertDoesNotThrow; @@ -37,10 +36,10 @@ public class LLMSearcherTest { @Test public void testLLMSelection() { - var client1 = createLLMClient("mock1"); - var client2 = createLLMClient("mock2"); + var llm1 = createLLMClient("mock1"); + var llm2 = createLLMClient("mock2"); var config = new LlmSearcherConfig.Builder().stream(false).providerId("mock2").build(); - var searcher = createLLMSearcher(config, Map.of("mock1", client1, "mock2", client2)); + var searcher = createLLMSearcher(config, Map.of("mock1", llm1, "mock2", llm2)); var result = runMockSearch(searcher, Map.of("prompt", "what is your id?")); assertEquals(1, result.getHitCount()); assertEquals("My id is mock2", getCompletion(result)); @@ -48,16 +47,14 @@ public class LLMSearcherTest { @Test public void testGeneration() { - var client = createLLMClient(); - var searcher = createLLMSearcher(client); + var searcher = createLLMSearcher(Map.of("mock", createLLMClient())); var params = Map.of("prompt", "why are ducks better than cats"); assertEquals("Ducks have adorable waddling walks.", getCompletion(runMockSearch(searcher, params))); } @Test public void testPrompting() { - var client = createLLMClient(); - var searcher = createLLMSearcher(client); + var searcher = createLLMSearcher(Map.of("mock", createLLMClient())); // Prompt with prefix assertEquals("Ducks have adorable waddling walks.", @@ -74,8 +71,7 @@ public class LLMSearcherTest { @Test public void testPromptEvent() { - var client = createLLMClient(); - var searcher = createLLMSearcher(client); + var searcher = createLLMSearcher(Map.of("mock", createLLMClient())); var params = Map.of( "prompt", "why are ducks better than cats", "traceLevel", "1"); @@ -94,8 +90,7 @@ public class LLMSearcherTest { @Test public void testParameters() { - var client = createLLMClient(); - var searcher = createLLMSearcher(client); + var searcher = createLLMSearcher(Map.of("mock", createLLMClient())); var params = Map.of( "llm.prompt", "why are ducks better than cats", "llm.temperature", "1.0", @@ -112,18 +107,16 @@ public class LLMSearcherTest { "foo.maxTokens", "5" ); var config = new LlmSearcherConfig.Builder().stream(false).propertyPrefix(prefix).providerId("mock").build(); - var client = createLLMClient(); - var searcher = createLLMSearcher(config, client); + var searcher = createLLMSearcher(config, Map.of("mock", createLLMClient())); assertEquals("I have no opinion on", getCompletion(runMockSearch(searcher, params))); } @Test public void testApiKeyFromHeader() { var properties = Map.of("prompt", "why are ducks better than cats"); - var client = createLLMClient(createApiKeyGenerator("a_valid_key")); - var searcher = createLLMSearcher(client); - assertThrows(IllegalArgumentException.class, () -> runMockSearch(searcher, properties, "invalid_key")); - assertDoesNotThrow(() -> runMockSearch(searcher, properties, "a_valid_key")); + var searcher = createLLMSearcher(Map.of("mock", createLLMClientWithoutSecretStore())); + assertThrows(IllegalArgumentException.class, () -> runMockSearch(searcher, properties, "invalid_key", "llm")); + assertDoesNotThrow(() -> runMockSearch(searcher, properties, MockLLMClient.ACCEPTED_API_KEY, "llm")); } @Test @@ -136,8 +129,7 @@ public class LLMSearcherTest { "llm.stream", "true", // ... but inference parameters says do it anyway "llm.prompt", "why are ducks better than cats?" ); - var client = createLLMClient(executor); - var searcher = createLLMSearcher(config, client); + var searcher = createLLMSearcher(config, Map.of("mock", createLLMClient(executor))); Result result = runMockSearch(searcher, params); assertEquals(1, result.getHitCount()); @@ -170,10 +162,6 @@ public class LLMSearcherTest { return runMockSearch(searcher, parameters, null, ""); } - static Result runMockSearch(Searcher searcher, Map<String, String> parameters, String apiKey) { - return runMockSearch(searcher, parameters, apiKey, "llm"); - } - static Result runMockSearch(Searcher searcher, Map<String, String> parameters, String apiKey, String prefix) { Chain<Searcher> chain = new Chain<>(searcher); Execution execution = new Execution(chain, Execution.Context.createContextStub()); @@ -203,59 +191,43 @@ public class LLMSearcherTest { } private static BiFunction<Prompt, InferenceParameters, String> createGenerator() { - return (prompt, options) -> { - String answer = "I have no opinion on the matter"; - if (prompt.asString().contains("ducks")) { - answer = "Ducks have adorable waddling walks."; - var temperature = options.getDouble("temperature"); - if (temperature.isPresent() && temperature.get() > 0.5) { - answer = "Random text about ducks vs cats that makes no sense whatsoever."; - } - } - var maxTokens = options.getInt("maxTokens"); - if (maxTokens.isPresent()) { - return Arrays.stream(answer.split(" ")).limit(maxTokens.get()).collect(Collectors.joining(" ")); - } - return answer; - }; + return ConfigurableLanguageModelTest.createGenerator(); } - private static BiFunction<Prompt, InferenceParameters, String> createApiKeyGenerator(String validApiKey) { - return (prompt, options) -> { - if (options.getApiKey().isEmpty() || ! options.getApiKey().get().equals(validApiKey)) { - throw new IllegalArgumentException("Invalid API key"); - } - return "Ok"; - }; - } - - static MockLLM createLLMClient() { - return new MockLLM(createGenerator(), null); + static MockLLMClient createLLMClient() { + var config = new LlmClientConfig.Builder().apiKeySecretName("api-key").build(); + var secretStore = ConfigurableLanguageModelTest.createSecretStore(Map.of("api-key", MockLLMClient.ACCEPTED_API_KEY)); + var generator = createGenerator(); + return new MockLLMClient(config, secretStore, generator, null); } - static MockLLM createLLMClient(String id) { - return new MockLLM(createIdGenerator(id), null); + static MockLLMClient createLLMClient(String id) { + var config = new LlmClientConfig.Builder().apiKeySecretName("api-key").build(); + var secretStore = ConfigurableLanguageModelTest.createSecretStore(Map.of("api-key", MockLLMClient.ACCEPTED_API_KEY)); + var generator = createIdGenerator(id); + return new MockLLMClient(config, secretStore, generator, null); } - static MockLLM createLLMClient(BiFunction<Prompt, InferenceParameters, String> generator) { - return new MockLLM(generator, null); + static MockLLMClient createLLMClient(ExecutorService executor) { + var config = new LlmClientConfig.Builder().apiKeySecretName("api-key").build(); + var secretStore = ConfigurableLanguageModelTest.createSecretStore(Map.of("api-key", MockLLMClient.ACCEPTED_API_KEY)); + var generator = createGenerator(); + return new MockLLMClient(config, secretStore, generator, executor); } - static MockLLM createLLMClient(ExecutorService executor) { - return new MockLLM(createGenerator(), executor); - } - - private static Searcher createLLMSearcher(LanguageModel llm) { - return createLLMSearcher(Map.of("mock", llm)); + static MockLLMClient createLLMClientWithoutSecretStore() { + var config = new LlmClientConfig.Builder().apiKeySecretName("api-key").build(); + var secretStore = new SecretStoreProvider(); + var generator = createGenerator(); + return new MockLLMClient(config, secretStore.get(), generator, null); } private static Searcher createLLMSearcher(Map<String, LanguageModel> llms) { var config = new LlmSearcherConfig.Builder().stream(false).build(); - return createLLMSearcher(config, llms); - } - - private static Searcher createLLMSearcher(LlmSearcherConfig config, LanguageModel llm) { - return createLLMSearcher(config, Map.of("mock", llm)); + ComponentRegistry<LanguageModel> models = new ComponentRegistry<>(); + llms.forEach((key, value) -> models.register(ComponentId.fromString(key), value)); + models.freeze(); + return new LLMSearcher(config, models); } private static Searcher createLLMSearcher(LlmSearcherConfig config, Map<String, LanguageModel> llms) { @@ -265,44 +237,4 @@ public class LLMSearcherTest { return new LLMSearcher(config, models); } - private static class MockLLM implements LanguageModel { - - private final ExecutorService executor; - private final BiFunction<Prompt, InferenceParameters, String> generator; - - public MockLLM(BiFunction<Prompt, InferenceParameters, String> generator, ExecutorService executor) { - this.executor = executor; - this.generator = generator; - } - - @Override - public List<Completion> complete(Prompt prompt, InferenceParameters params) { - return List.of(Completion.from(this.generator.apply(prompt, params))); - } - - @Override - public CompletableFuture<Completion.FinishReason> completeAsync(Prompt prompt, - InferenceParameters params, - Consumer<Completion> consumer) { - var completionFuture = new CompletableFuture<Completion.FinishReason>(); - var completions = this.generator.apply(prompt, params).split(" "); // Simple tokenization - - long sleep = 1; - executor.submit(() -> { - try { - for (int i = 0; i < completions.length; ++i) { - String completion = (i > 0 ? " " : "") + completions[i]; - consumer.accept(Completion.from(completion, Completion.FinishReason.none)); - Thread.sleep(sleep); - } - completionFuture.complete(Completion.FinishReason.stop); - } catch (InterruptedException e) { - // Do nothing - } - }); - return completionFuture; - } - - } - } |