feat: [DevOps] PoC RPT #732
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| Original file line number | Diff line number | Diff line change |
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| @@ -0,0 +1,168 @@ | ||
| <?xml version="1.0" encoding="UTF-8"?> | ||
| <project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd"> | ||
| <modelVersion>4.0.0</modelVersion> | ||
| <parent> | ||
| <groupId>com.sap.ai.sdk</groupId> | ||
| <artifactId>sdk-parent</artifactId> | ||
| <version>1.16.0-SNAPSHOT</version> | ||
| <relativePath>../../pom.xml</relativePath> | ||
| </parent> | ||
| <groupId>com.sap.ai.sdk.foundationmodels</groupId> | ||
| <artifactId>sap-rpt</artifactId> | ||
| <name>SAP RPT Model Client</name> | ||
| <description>SAP Cloud SDK for AI is the official Software Development Kit (SDK) for SAP AI Core, SAP Generative AI Hub, and Orchestration Service. This is the client for consuming SAP RPT model for in-context learning predictions on tabular data.</description> | ||
| <url>https://github.com/SAP/ai-sdk-java?tab=readme-ov-file#documentation</url> | ||
| <organization> | ||
| <name>SAP SE</name> | ||
| <url>https://www.sap.com</url> | ||
| </organization> | ||
| <licenses> | ||
| <license> | ||
| <name>The Apache Software License, Version 2.0</name> | ||
| <url>https://www.apache.org/licenses/LICENSE-2.0.txt</url> | ||
| </license> | ||
| </licenses> | ||
| <developers> | ||
| <developer> | ||
| <name>SAP</name> | ||
| <email>cloudsdk@sap.com</email> | ||
| <organization>SAP SE</organization> | ||
| <organizationUrl>https://www.sap.com</organizationUrl> | ||
| </developer> | ||
| </developers> | ||
| <scm> | ||
| <connection>scm:git:git://github.com/SAP/ai-sdk-java.git</connection> | ||
| <developerConnection>scm:git:ssh://github.com:SAP/ai-sdk-java.git</developerConnection> | ||
| <url>https://github.com/SAP/ai-sdk-java/tree/main</url> | ||
| </scm> | ||
| <properties> | ||
| <project.rootdir>${project.basedir}/../../</project.rootdir> | ||
| <coverage.complexity>83%</coverage.complexity> | ||
| <coverage.line>77%</coverage.line> | ||
| <coverage.instruction>82%</coverage.instruction> | ||
| <coverage.branch>100%</coverage.branch> | ||
| <coverage.method>83%</coverage.method> | ||
| </properties> | ||
|
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| <dependencies> | ||
| <dependency> | ||
| <groupId>com.sap.ai.sdk</groupId> | ||
| <artifactId>core</artifactId> | ||
| </dependency> | ||
| <dependency> | ||
| <groupId>com.sap.cloud.sdk.cloudplatform</groupId> | ||
| <artifactId>cloudplatform-connectivity</artifactId> | ||
| </dependency> | ||
| <dependency> | ||
| <groupId>com.sap.cloud.sdk.datamodel</groupId> | ||
| <artifactId>openapi-core</artifactId> | ||
| <exclusions> | ||
| <exclusion> | ||
| <groupId>org.springframework</groupId> | ||
| <artifactId>spring-core</artifactId> | ||
| </exclusion> | ||
| <exclusion> | ||
| <groupId>org.springframework</groupId> | ||
| <artifactId>spring-web</artifactId> | ||
| </exclusion> | ||
| </exclusions> | ||
| </dependency> | ||
| <dependency> | ||
| <groupId>com.fasterxml.jackson.core</groupId> | ||
| <artifactId>jackson-core</artifactId> | ||
| </dependency> | ||
| <dependency> | ||
| <groupId>com.fasterxml.jackson.core</groupId> | ||
| <artifactId>jackson-annotations</artifactId> | ||
| </dependency> | ||
| <dependency> | ||
| <groupId>com.fasterxml.jackson.core</groupId> | ||
| <artifactId>jackson-databind</artifactId> | ||
| </dependency> | ||
| <dependency> | ||
| <groupId>com.google.code.findbugs</groupId> | ||
| <artifactId>jsr305</artifactId> | ||
| </dependency> | ||
| <dependency> | ||
| <groupId>com.google.guava</groupId> | ||
| <artifactId>guava</artifactId> | ||
| </dependency> | ||
| <!-- scope "provided" --> | ||
| <dependency> | ||
| <groupId>org.projectlombok</groupId> | ||
| <artifactId>lombok</artifactId> | ||
| <scope>provided</scope> | ||
| </dependency> | ||
| <!-- scope "test" --> | ||
| <dependency> | ||
| <groupId>org.junit.jupiter</groupId> | ||
| <artifactId>junit-jupiter-api</artifactId> | ||
| <scope>test</scope> | ||
| </dependency> | ||
| <dependency> | ||
| <groupId>org.assertj</groupId> | ||
| <artifactId>assertj-core</artifactId> | ||
| <scope>test</scope> | ||
| </dependency> | ||
| <dependency> | ||
| <groupId>org.wiremock</groupId> | ||
| <artifactId>wiremock</artifactId> | ||
| <scope>test</scope> | ||
| </dependency> | ||
| <dependency> | ||
| <groupId>com.sap.cloud.sdk.cloudplatform</groupId> | ||
| <artifactId>connectivity-apache-httpclient5</artifactId> | ||
| <scope>test</scope> | ||
| </dependency> | ||
| </dependencies> | ||
| <profiles> | ||
| <profile> | ||
| <id>generate</id> | ||
| <activation> | ||
| <activeByDefault>false</activeByDefault> | ||
| <property> | ||
| <name>generate</name> | ||
| </property> | ||
| </activation> | ||
| <build> | ||
| <plugins> | ||
| <plugin> | ||
| <groupId>com.sap.cloud.sdk.datamodel</groupId> | ||
| <artifactId>openapi-generator-maven-plugin</artifactId> | ||
| <configuration> | ||
| <outputDirectory>${project.basedir}/src/main/java</outputDirectory> | ||
| <enableOneOfAnyOfGeneration>true</enableOneOfAnyOfGeneration> | ||
| <compileScope>COMPILE</compileScope> | ||
| <deleteOutputDirectory>true</deleteOutputDirectory> | ||
| </configuration> | ||
| <executions> | ||
| <execution> | ||
| <id>sap-rpt</id> | ||
| <goals> | ||
| <goal>generate</goal> | ||
| </goals> | ||
| <phase>generate-sources</phase> | ||
| <configuration> | ||
| <inputSpec>${project.basedir}/src/main/resources/spec/sap-rpt-1_openapi.json</inputSpec> | ||
| <modelPackage>com.sap.ai.sdk.foundationmodels.rpt.generated.model</modelPackage> | ||
| <apiPackage>com.sap.ai.sdk.foundationmodels.rpt.generated.client</apiPackage> | ||
| <additionalProperties> | ||
| <library>apache-httpclient</library> | ||
| <pojoBuilderMethodName>create</pojoBuilderMethodName> | ||
| <pojoConstructorVisibility>protected</pojoConstructorVisibility> | ||
| <enumUnknownDefaultCase>true</enumUnknownDefaultCase> | ||
| <useOneOfInterfaces>true</useOneOfInterfaces> | ||
| <useOneOfCreators>true</useOneOfCreators> | ||
| <useFloatArrays>true</useFloatArrays> | ||
| <excludePaths>/predict_parquet</excludePaths> | ||
| <excludeProperties>TargetColumnConfig.top_k</excludeProperties> | ||
|
Member
Author
There was a problem hiding this comment. This excludes a property from being generated in the model class. Currently, |
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| </additionalProperties> | ||
| </configuration> | ||
| </execution> | ||
| </executions> | ||
| </plugin> | ||
| </plugins> | ||
| </build> | ||
| </profile> | ||
| </profiles> | ||
| </project> | ||
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,70 @@ | ||
| package com.sap.ai.sdk.foundationmodels.rpt; | ||
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| import static com.sap.ai.sdk.core.JacksonConfiguration.getDefaultObjectMapper; | ||
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| import com.google.common.annotations.Beta; | ||
| import com.sap.ai.sdk.core.AiCoreService; | ||
| import com.sap.ai.sdk.core.DeploymentResolutionException; | ||
| import com.sap.ai.sdk.foundationmodels.rpt.generated.client.DefaultApi; | ||
| import com.sap.ai.sdk.foundationmodels.rpt.generated.model.PredictRequestPayload; | ||
| import com.sap.ai.sdk.foundationmodels.rpt.generated.model.PredictResponsePayload; | ||
| import com.sap.cloud.sdk.cloudplatform.connectivity.Destination; | ||
| import com.sap.cloud.sdk.services.openapi.apache.ApiClient; | ||
| import javax.annotation.Nonnull; | ||
| import lombok.AccessLevel; | ||
| import lombok.RequiredArgsConstructor; | ||
|
|
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| /** | ||
| * Client for interacting with SAP RPT foundation models. | ||
| * | ||
| * @since 1.16.0 | ||
| */ | ||
| @Beta | ||
| @RequiredArgsConstructor(access = AccessLevel.PRIVATE) | ||
| public class RptClient { | ||
| @Nonnull private final DefaultApi api; | ||
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| /** | ||
| * Creates a new RptClient for the specified foundation model. | ||
| * | ||
| * @param foundationModel The foundation model to use. | ||
| * @return A new instance of RptClient. | ||
| * @throws DeploymentResolutionException If there is an error resolving the deployment. | ||
| */ | ||
| @Nonnull | ||
| public static RptClient forModel(@Nonnull final RptModel foundationModel) | ||
| throws DeploymentResolutionException { | ||
| final var destination = new AiCoreService().getInferenceDestination().forModel(foundationModel); | ||
| return forDestination(destination); | ||
| } | ||
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| /** | ||
| * Creates a new RptClient for the specified destination. | ||
| * | ||
| * @param destination The destination to use. | ||
| * @return A new instance of RptClient. | ||
| */ | ||
| static RptClient forDestination(@Nonnull final Destination destination) { | ||
| final var apiClient = ApiClient.create(destination).withObjectMapper(getDefaultObjectMapper()); | ||
| return new RptClient(new DefaultApi(apiClient)); | ||
| } | ||
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| /** | ||
| * Predict targets using SAP RPT model with structured data. * | ||
| * | ||
| * <p><b>200</b> - Successful response with predictive insights. | ||
| * | ||
| * <p><b>400</b> - Bad Request - Invalid input. | ||
| * | ||
| * <p><b>422</b> - Unprocessable Content - Invalid input. | ||
| * | ||
| * <p><b>500</b> - Internal Server Error. | ||
| * | ||
| * @param requestBody The prediction request | ||
| * @return prediction response from the RPT model | ||
| */ | ||
| @Nonnull | ||
| public PredictResponsePayload tableCompletion(@Nonnull final PredictRequestPayload requestBody) { | ||
| return api.predict(requestBody); | ||
| } | ||
| } |
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,32 @@ | ||
| package com.sap.ai.sdk.foundationmodels.rpt; | ||
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| import com.sap.ai.sdk.core.AiModel; | ||
| import javax.annotation.Nonnull; | ||
| import javax.annotation.Nullable; | ||
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| /** | ||
| * Represents an SAP RPT foundation model. | ||
| * | ||
| * @param name The name of the model. | ||
| * @param version The version of the model (optional). | ||
| * @since 1.16.0 | ||
| */ | ||
| public record RptModel(@Nonnull String name, @Nullable String version) implements AiModel { | ||
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| /** SAP RPT 1 Small model. */ | ||
| public static final RptModel SAP_RPT_1_SMALL = new RptModel("sap-rpt-1-small", null); | ||
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| /** SAP RPT 1 Large model. */ | ||
| public static final RptModel SAP_RPT_1_LARGE = new RptModel("sap-rpt-1-large", null); | ||
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| /** | ||
| * Create a new instance of RptModel with the provided version. | ||
| * | ||
| * @param version The version of the model. | ||
| * @return The new instance of RptModel. | ||
| */ | ||
| @Nonnull | ||
| public RptModel withVersion(@Nonnull final String version) { | ||
| return new RptModel(name, version); | ||
| } | ||
| } |
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