From e8b0d3b063c0585618d1babe363c16d968ee13a5 Mon Sep 17 00:00:00 2001 From: Marvin Lindner Date: Tue, 2 Jun 2026 18:11:22 +0200 Subject: [PATCH 1/4] chore: code review cleanup before senior review - fix(AICoreServiceImpl): move deploymentLocks from a Caffeine cache to ConcurrentHashMap so two threads asking for the same key always synchronize on the same monitor; eviction could otherwise cause duplicate AI Core deployments. - fix(AICoreServiceImpl): wrap deploymentApi.get on cached deployment in try/catch so a 404 (deployment deleted out-of-band) invalidates the stale cache entry instead of failing forever. - refactor(DeploymentHandler): extract a shared applyTo + DeploymentValues record so the two toDeployments overloads share the field-set logic; remaining duplication is the unavoidable getter-chain on two SDK types with no common interface. - docs: README updates - replace nonexistent AIClient / AICoreClient / fetchPredictions / rpt1DeploymentId references with the real API, align recommendations contextRowLimit config key with the code. - docs: full Javadoc on AICoreService, ModelDeploymentSpec, AICoreServiceConfiguration, and class-level Javadoc on AICoreServiceImpl. - chore: add @Override annotations across AICoreServiceImpl and MockAICoreServiceImpl; promote getRuntime() to AbstractAICoreService. - chore(cds-starter-ai): keep packaging=jar (matches CAP starter convention) but document the empty-jar starter pattern explicitly. - docs(RecommendationResultParser): explain the placeholder 0.5 score emitted to Fiori Elements until the AI SDK exposes prediction_proba. - test: new AICoreServiceImplDeploymentIdTest covering cache-hit, stale-cache 404 invalidation, existing-deployment reuse, second-call caching, and create-when-config-exists happy paths. - chore: mvn spotless:apply (Google Java Format + sort-pom). --- cds-feature-ai-core/README.md | 19 +- .../feature/aicore/core/AICoreService.java | 65 ++++++ .../core/AICoreServiceConfiguration.java | 10 + .../aicore/core/AICoreServiceImpl.java | 61 ++++-- .../aicore/core/AbstractAICoreService.java | 5 + .../aicore/core/MockAICoreServiceImpl.java | 6 + .../aicore/core/ModelDeploymentSpec.java | 18 ++ .../aicore/core/handler/ActionHandler.java | 3 +- .../core/handler/ConfigurationHandler.java | 9 +- .../core/handler/DeploymentHandler.java | 129 +++++++---- .../core/handler/ResourceGroupHandler.java | 6 +- .../AICoreServiceImplDeploymentIdTest.java | 203 ++++++++++++++++++ .../aicore/core/AICoreServiceImplTest.java | 44 ++-- cds-feature-recommendations/README.md | 2 +- .../RecommendationResultParser.java | 4 + cds-starter-ai/pom.xml | 9 +- pom.xml | 12 +- 17 files changed, 506 insertions(+), 99 deletions(-) create mode 100644 cds-feature-ai-core/src/test/java/com/sap/cds/feature/aicore/core/AICoreServiceImplDeploymentIdTest.java diff --git a/cds-feature-ai-core/README.md b/cds-feature-ai-core/README.md index d8229f7..c447859 100644 --- a/cds-feature-ai-core/README.md +++ b/cds-feature-ai-core/README.md @@ -6,8 +6,8 @@ Bridges CAP Java applications to [SAP AI Core](https://help.sap.com/docs/sap-ai- - **`AICore` CDS Service** - Exposes resource groups, deployments, and configurations as CDS entities with full CRUD support - **Multi-Tenancy** - Automatic per-tenant resource group creation/deletion on subscribe/unsubscribe -- **RPT-1 Deployment Management** - Auto-creates configurations and deployments for the SAP-RPT-1 model -- **Prediction Client** - `AIClient` interface for calling the RPT-1 prediction API with retry and backoff +- **Deployment Management** - Auto-creates configurations and deployments for AI Core models with retry and backoff +- **Inference Client Factory** - Provides ready-to-use `ApiClient` instances scoped to a deployment for downstream foundation-model SDKs - **Mock Fallback** - When no AI Core binding is detected, a mock implementation enables local development ## Setup @@ -67,8 +67,8 @@ The plugin registers a CAP service named `AICore` that proxies AI Core REST APIs // Get the resource group ID for a CDS tenant String rgId = aiCoreService.resourceGroupForTenant(tenantId); -// Get (or auto-create) the RPT-1 deployment ID for a resource group -String deploymentId = aiCoreService.rpt1DeploymentId(resourceGroupId); +// Get (or auto-create) a deployment ID for a model spec in the given resource group +String deploymentId = aiCoreService.deploymentId(rgId, RptModelSpec.rpt1()); ``` ## Multi-Tenancy @@ -91,11 +91,16 @@ AICoreService aiCore = runtime.getServiceCatalog() // Use for entity operations (AICoreService extends CqnService) Result rgs = aiCore.run(Select.from("AICore.resourceGroups")); -// Use the prediction client -AIClient client = new AICoreClient(aiCore, runtime); -List predictions = client.fetchPredictions(rows, targetColumns, indexColumn); +// Resolve a deployment and obtain a configured ApiClient for it +String resourceGroupId = aiCore.resourceGroupForTenant(tenantId); +String deploymentId = aiCore.deploymentId(resourceGroupId, RptModelSpec.rpt1()); +ApiClient client = aiCore.inferenceClient(resourceGroupId, deploymentId); ``` +The `ApiClient` returned by `inferenceClient` is preconfigured with the AI Core +destination and the deployment URL; use it to construct foundation-model SDK +clients (for example `RptInferenceClient` from `cds-feature-recommendations`). + ## Related - [SAP AI Core Documentation](https://help.sap.com/docs/sap-ai-core) diff --git a/cds-feature-ai-core/src/main/java/com/sap/cds/feature/aicore/core/AICoreService.java b/cds-feature-ai-core/src/main/java/com/sap/cds/feature/aicore/core/AICoreService.java index 7bca945..6222911 100644 --- a/cds-feature-ai-core/src/main/java/com/sap/cds/feature/aicore/core/AICoreService.java +++ b/cds-feature-ai-core/src/main/java/com/sap/cds/feature/aicore/core/AICoreService.java @@ -7,20 +7,85 @@ import com.sap.cloud.sdk.services.openapi.apache.apiclient.ApiClient; import io.github.resilience4j.retry.Retry; +/** + * CAP service contract for SAP AI Core integration. + * + *

The service exposes resource-group, configuration and deployment lifecycle as CDS entities + * (see {@link #RESOURCE_GROUPS}, {@link #DEPLOYMENTS}, {@link #CONFIGURATIONS}) and additionally + * provides programmatic helpers to: + * + *

+ * + *

Two implementations are provided: {@link AICoreServiceImpl} (when an SAP AI Core service + * binding is detected) and {@link MockAICoreServiceImpl} (in-memory fallback for local + * development). + */ public interface AICoreService extends CqnService { + /** Default service name under which an instance is registered in the service catalog. */ String DEFAULT_NAME = "AICore"; + + /** Qualified name of the {@code resourceGroups} entity exposed by this service. */ String RESOURCE_GROUPS = "AICore.resourceGroups"; + + /** Qualified name of the {@code deployments} entity exposed by this service. */ String DEPLOYMENTS = "AICore.deployments"; + + /** Qualified name of the {@code configurations} entity exposed by this service. */ String CONFIGURATIONS = "AICore.configurations"; + /** + * Returns the AI Core resource group ID associated with the given CDS tenant. + * + *

When multi-tenancy is disabled the configured {@code cds.requires.AICore.resourceGroup} is + * returned for every tenant. When enabled, the resource group is looked up by the {@code + * ext.ai.sap.com/CDS_TENANT_ID} label and created on first call if it does not exist. + * + * @param tenantId the CDS tenant identifier; may be {@code null} when multi-tenancy is disabled + * @return the AI Core resource group ID + */ String resourceGroupForTenant(String tenantId); + /** + * Returns the deployment ID for the given model spec inside the given resource group. + * + *

Looks up an existing RUNNING/PENDING deployment that matches the spec, otherwise creates a + * configuration (if missing) and a new deployment, then polls until the deployment reaches + * RUNNING. Results are cached per {@code (resourceGroupId, configurationName)} pair. + * + * @param resourceGroupId the AI Core resource group to operate in + * @param spec the deployment specification (scenario, executable, configuration name and + * existing-match predicate) + * @return the deployment ID + */ String deploymentId(String resourceGroupId, ModelDeploymentSpec spec); + /** + * Returns an {@link ApiClient} preconfigured with the inference destination for the given + * deployment, suitable for constructing foundation-model SDK clients. + * + * @param resourceGroupId the AI Core resource group containing the deployment + * @param deploymentId the deployment ID returned by {@link #deploymentId(String, + * ModelDeploymentSpec)} + * @return a configured {@link ApiClient} pointing at the deployment's inference endpoint + */ ApiClient inferenceClient(String resourceGroupId, String deploymentId); + /** Returns whether multi-tenancy is enabled for this service. */ boolean isMultiTenancyEnabled(); + /** + * Returns the shared {@link Retry} used internally for transient AI Core errors. Exposed so + * downstream inference clients can reuse the same backoff policy. + */ Retry getRetry(); } diff --git a/cds-feature-ai-core/src/main/java/com/sap/cds/feature/aicore/core/AICoreServiceConfiguration.java b/cds-feature-ai-core/src/main/java/com/sap/cds/feature/aicore/core/AICoreServiceConfiguration.java index 46a688c..4fd552f 100644 --- a/cds-feature-ai-core/src/main/java/com/sap/cds/feature/aicore/core/AICoreServiceConfiguration.java +++ b/cds-feature-ai-core/src/main/java/com/sap/cds/feature/aicore/core/AICoreServiceConfiguration.java @@ -20,6 +20,16 @@ import org.slf4j.Logger; import org.slf4j.LoggerFactory; +/** + * {@link CdsRuntimeConfiguration} that wires the {@code AICore} service and its event handlers into + * the CAP Java runtime. + * + *

Detects the presence of an SAP AI Core service binding (either a regular service binding or + * the {@code AICORE_SERVICE_KEY} environment variable used for hybrid local testing) and registers + * either {@link AICoreServiceImpl} (when a binding is found) or {@link MockAICoreServiceImpl} + * (no-binding fallback). Picked up automatically through {@code ServiceLoader}; applications do not + * need to instantiate this class directly. + */ public class AICoreServiceConfiguration implements CdsRuntimeConfiguration { private static final Logger logger = LoggerFactory.getLogger(AICoreServiceConfiguration.class); diff --git a/cds-feature-ai-core/src/main/java/com/sap/cds/feature/aicore/core/AICoreServiceImpl.java b/cds-feature-ai-core/src/main/java/com/sap/cds/feature/aicore/core/AICoreServiceImpl.java index d0bd3f1..03db8ff 100644 --- a/cds-feature-ai-core/src/main/java/com/sap/cds/feature/aicore/core/AICoreServiceImpl.java +++ b/cds-feature-ai-core/src/main/java/com/sap/cds/feature/aicore/core/AICoreServiceImpl.java @@ -34,9 +34,22 @@ import java.util.List; import java.util.Map; import java.util.Optional; +import java.util.concurrent.ConcurrentHashMap; import org.slf4j.Logger; import org.slf4j.LoggerFactory; +/** + * Production implementation of {@link AICoreService} backed by an SAP AI Core service binding. + * + *

Provides resource-group, configuration and deployment lifecycle management together with a + * factory for inference {@link ApiClient}s scoped to a specific deployment. Resource group lookup + * results, deployment IDs and per-cache-key locks are cached in bounded {@link Caffeine} caches so + * repeated calls within a tenant or resource group avoid round-trips to AI Core. + * + *

Most state-changing AI Core calls are wrapped in a Resilience4j {@link Retry} that retries + * known transient errors (HTTP 403/404/412, see {@link #notReadyYet(OpenApiRequestException)}) with + * exponential backoff capped at 30 seconds. + */ public class AICoreServiceImpl extends AbstractAICoreService { private static final Logger logger = LoggerFactory.getLogger(AICoreServiceImpl.class); @@ -52,7 +65,15 @@ public class AICoreServiceImpl extends AbstractAICoreService { private final Cache tenantResourceGroupCache; private final Cache resourceGroupDeploymentCache; - private final Cache deploymentLocks; + + /** + * Per-cache-key monitors guarding deployment lookup/creation. Stored in a {@link + * ConcurrentHashMap} (not a Caffeine cache) so that two threads asking for the same key are + * guaranteed to obtain the same monitor instance — locks must never live in a + * size/time-evicting cache, otherwise concurrent callers can synchronize on different objects and + * race to create duplicate AI Core deployments. + */ + private final ConcurrentHashMap deploymentLocks = new ConcurrentHashMap<>(); private final int maxRetries; private final long initialDelayMs; @@ -88,7 +109,6 @@ public AICoreServiceImpl( this.retry = buildRetry(maxRetries, initialDelayMs); this.tenantResourceGroupCache = newCache(); this.resourceGroupDeploymentCache = newCache(); - this.deploymentLocks = newCache(); this.deploymentApi = deploymentApi; this.configurationApi = configurationApi; this.resourceGroupApi = resourceGroupApi; @@ -114,14 +134,25 @@ public String resourceGroupForTenant(String tenantId) { @Override public String deploymentId(String resourceGroupId, ModelDeploymentSpec spec) { String cacheKey = deploymentCacheKey(resourceGroupId, spec); - Object lock = deploymentLocks.get(cacheKey, k -> new Object()); + Object lock = deploymentLocks.computeIfAbsent(cacheKey, k -> new Object()); synchronized (lock) { String cached = resourceGroupDeploymentCache.getIfPresent(cacheKey); if (cached != null) { - var current = deploymentApi.get(resourceGroupId, cached); - if (AiDeploymentStatus.RUNNING.equals(current.getStatus()) - || AiDeploymentStatus.PENDING.equals(current.getStatus())) { - return cached; + try { + var current = deploymentApi.get(resourceGroupId, cached); + if (AiDeploymentStatus.RUNNING.equals(current.getStatus()) + || AiDeploymentStatus.PENDING.equals(current.getStatus())) { + return cached; + } + } catch (OpenApiRequestException e) { + // The cached deployment was deleted out-of-band (404) or is otherwise no longer + // reachable. Drop the stale entry and fall through to discover or create a new one. + logger.debug( + "Cached deployment {} in resource group {} is no longer accessible ({}), " + + "invalidating cache entry", + cached, + resourceGroupId, + e.statusCode()); } resourceGroupDeploymentCache.invalidate(cacheKey); } @@ -153,6 +184,7 @@ public ApiClient inferenceClient(String resourceGroupId, String deploymentId) { return ApiClient.create(destination); } + @Override public boolean isMultiTenancyEnabled() { return multiTenancyEnabled; } @@ -162,26 +194,26 @@ public Retry getRetry() { return retry; } + @Override public String getDefaultResourceGroup() { return defaultResourceGroup; } + @Override public String getResourceGroupPrefix() { return resourceGroupPrefix; } + @Override public Map getTenantResourceGroupCache() { return tenantResourceGroupCache.asMap(); } + @Override public Map getResourceGroupDeploymentCache() { return resourceGroupDeploymentCache.asMap(); } - public CdsRuntime getRuntime() { - return runtime; - } - public DeploymentApi getDeploymentApi() { return deploymentApi; } @@ -194,6 +226,7 @@ public ResourceGroupApi getResourceGroupApi() { return resourceGroupApi; } + @Override public String resolveResourceGroupFromKeys(Map keys) { if (keys.containsKey("resourceGroup_resourceGroupId")) { return (String) keys.get("resourceGroup_resourceGroupId"); @@ -206,6 +239,7 @@ public String resolveResourceGroupFromKeys(Map keys) { return resourceGroupForTenant(tenantId); } + @Override public void clearTenantCache(String tenantId) { String resourceGroupId = tenantResourceGroupCache.asMap().remove(tenantId); if (resourceGroupId != null) { @@ -214,10 +248,7 @@ public void clearTenantCache(String tenantId) { .asMap() .keySet() .removeIf(k -> k.equals(resourceGroupId) || k.startsWith(prefix)); - deploymentLocks - .asMap() - .keySet() - .removeIf(k -> k.equals(resourceGroupId) || k.startsWith(prefix)); + deploymentLocks.keySet().removeIf(k -> k.equals(resourceGroupId) || k.startsWith(prefix)); } } diff --git a/cds-feature-ai-core/src/main/java/com/sap/cds/feature/aicore/core/AbstractAICoreService.java b/cds-feature-ai-core/src/main/java/com/sap/cds/feature/aicore/core/AbstractAICoreService.java index 77cc2a6..435e74f 100644 --- a/cds-feature-ai-core/src/main/java/com/sap/cds/feature/aicore/core/AbstractAICoreService.java +++ b/cds-feature-ai-core/src/main/java/com/sap/cds/feature/aicore/core/AbstractAICoreService.java @@ -18,6 +18,11 @@ protected AbstractAICoreService(String name, CdsRuntime runtime) { super(name, runtime); } + /** Returns the {@link CdsRuntime} that this service was created with. */ + public CdsRuntime getRuntime() { + return runtime; + } + /** Returns the configured default resource group identifier. */ public abstract String getDefaultResourceGroup(); diff --git a/cds-feature-ai-core/src/main/java/com/sap/cds/feature/aicore/core/MockAICoreServiceImpl.java b/cds-feature-ai-core/src/main/java/com/sap/cds/feature/aicore/core/MockAICoreServiceImpl.java index 7c775b4..1b385bb 100644 --- a/cds-feature-ai-core/src/main/java/com/sap/cds/feature/aicore/core/MockAICoreServiceImpl.java +++ b/cds-feature-ai-core/src/main/java/com/sap/cds/feature/aicore/core/MockAICoreServiceImpl.java @@ -67,22 +67,27 @@ public Retry getRetry() { return retry; } + @Override public String getDefaultResourceGroup() { return defaultResourceGroup; } + @Override public String getResourceGroupPrefix() { return resourceGroupPrefix; } + @Override public Map getTenantResourceGroupCache() { return tenantResourceGroupCache; } + @Override public Map getResourceGroupDeploymentCache() { return resourceGroupDeploymentCache; } + @Override public void clearTenantCache(String tenantId) { String resourceGroupId = tenantResourceGroupCache.remove(tenantId); if (resourceGroupId != null) { @@ -93,6 +98,7 @@ public void clearTenantCache(String tenantId) { } } + @Override public String resolveResourceGroupFromKeys(Map keys) { if (keys.containsKey("resourceGroup_resourceGroupId")) { return (String) keys.get("resourceGroup_resourceGroupId"); diff --git a/cds-feature-ai-core/src/main/java/com/sap/cds/feature/aicore/core/ModelDeploymentSpec.java b/cds-feature-ai-core/src/main/java/com/sap/cds/feature/aicore/core/ModelDeploymentSpec.java index 0ca8ed2..4df6194 100644 --- a/cds-feature-ai-core/src/main/java/com/sap/cds/feature/aicore/core/ModelDeploymentSpec.java +++ b/cds-feature-ai-core/src/main/java/com/sap/cds/feature/aicore/core/ModelDeploymentSpec.java @@ -8,6 +8,24 @@ import java.util.List; import java.util.function.Predicate; +/** + * Describes a target AI Core deployment used by {@link AICoreService#deploymentId(String, + * ModelDeploymentSpec)} to look up or create a deployment inside a resource group. + * + *

The spec carries the AI Core scenario/executable identification, the human-readable + * configuration name (used as a stable key for caching and idempotent reuse), the parameter + * bindings to apply when a configuration must be created, and a predicate that decides whether an + * already existing deployment is acceptable for reuse. + * + * @param scenarioId AI Core scenario ID (e.g. {@code "foundation-models"}) + * @param executableId AI Core executable ID inside the scenario + * @param configurationName human-readable configuration name; doubles as cache key per resource + * group + * @param parameterBindings parameter bindings applied when a new configuration must be created; + * ignored if a configuration with the same {@code configurationName} already exists + * @param matchesExisting predicate that returns {@code true} for an existing {@link AiDeployment} + * considered equivalent to this spec; typically checks model and version + */ public record ModelDeploymentSpec( String scenarioId, String executableId, diff --git a/cds-feature-ai-core/src/main/java/com/sap/cds/feature/aicore/core/handler/ActionHandler.java b/cds-feature-ai-core/src/main/java/com/sap/cds/feature/aicore/core/handler/ActionHandler.java index 25a019c..d255a90 100644 --- a/cds-feature-ai-core/src/main/java/com/sap/cds/feature/aicore/core/handler/ActionHandler.java +++ b/cds-feature-ai-core/src/main/java/com/sap/cds/feature/aicore/core/handler/ActionHandler.java @@ -3,13 +3,12 @@ */ package com.sap.cds.feature.aicore.core.handler; -import com.sap.cds.feature.aicore.generated.cds4j.aicore.Deployments; - import com.sap.ai.sdk.core.client.DeploymentApi; import com.sap.ai.sdk.core.model.AiDeploymentModificationRequest; import com.sap.ai.sdk.core.model.AiDeploymentTargetStatus; import com.sap.cds.feature.aicore.core.AICoreService; import com.sap.cds.feature.aicore.core.AICoreServiceImpl; +import com.sap.cds.feature.aicore.generated.cds4j.aicore.Deployments; import com.sap.cds.services.EventContext; import com.sap.cds.services.handler.annotations.On; import com.sap.cds.services.handler.annotations.ServiceName; diff --git a/cds-feature-ai-core/src/main/java/com/sap/cds/feature/aicore/core/handler/ConfigurationHandler.java b/cds-feature-ai-core/src/main/java/com/sap/cds/feature/aicore/core/handler/ConfigurationHandler.java index 6f7f2ff..98d9728 100644 --- a/cds-feature-ai-core/src/main/java/com/sap/cds/feature/aicore/core/handler/ConfigurationHandler.java +++ b/cds-feature-ai-core/src/main/java/com/sap/cds/feature/aicore/core/handler/ConfigurationHandler.java @@ -86,16 +86,11 @@ public void onCreate(CdsCreateEventContext context, List entries .executableId(entry.getExecutableId()) .scenarioId(entry.getScenarioId()); - Collection paramBindings = - entry.getParameterBindings(); + Collection paramBindings = entry.getParameterBindings(); if (paramBindings != null) { List sdkBindings = paramBindings.stream() - .map( - p -> - AiParameterArgumentBinding.create() - .key(p.getKey()) - .value(p.getValue())) + .map(p -> AiParameterArgumentBinding.create().key(p.getKey()).value(p.getValue())) .toList(); request.parameterBindings(sdkBindings); } diff --git a/cds-feature-ai-core/src/main/java/com/sap/cds/feature/aicore/core/handler/DeploymentHandler.java b/cds-feature-ai-core/src/main/java/com/sap/cds/feature/aicore/core/handler/DeploymentHandler.java index 2557f2c..750d140 100644 --- a/cds-feature-ai-core/src/main/java/com/sap/cds/feature/aicore/core/handler/DeploymentHandler.java +++ b/cds-feature-ai-core/src/main/java/com/sap/cds/feature/aicore/core/handler/DeploymentHandler.java @@ -28,6 +28,7 @@ import com.sap.cds.services.cds.CqnService; import com.sap.cds.services.handler.annotations.On; import com.sap.cds.services.handler.annotations.ServiceName; +import java.time.OffsetDateTime; import java.util.ArrayList; import java.util.List; import java.util.Map; @@ -140,52 +141,102 @@ public void onDelete(CdsDeleteEventContext context) { context.setResult(List.of()); } - // CPD-OFF - SDK types AiDeploymentResponseWithDetails and AiDeployment share no common interface + // The two AI SDK input types AiDeploymentResponseWithDetails and AiDeployment have identical + // accessor signatures but share no common interface, so we extract values into a unified + // intermediate record (DeploymentValues) before applying them to the generated Deployments + // target via applyTo(). The set-on-target logic is shared; the extraction below is the + // unavoidable structural duplicate that CPD picks up. getStatus()/getTargetStatus() are + // declared @Nonnull by the SDK; getLastOperation() is @Nullable and explicitly null-checked. + + // CPD-OFF private static Deployments toDeployments( AiDeploymentResponseWithDetails d, String resourceGroupId) { - Deployments data = Deployments.create(); - data.setId(d.getId()); - data.setDeploymentUrl(d.getDeploymentUrl()); - data.setConfigurationId(d.getConfigurationId()); - data.setConfigurationName(d.getConfigurationName()); - data.setExecutableId(d.getExecutableId()); - data.setScenarioId(d.getScenarioId()); - data.setStatus(d.getStatus().getValue()); - data.setStatusMessage(d.getStatusMessage()); - data.setTargetStatus(d.getTargetStatus().getValue()); - data.setLastOperation(d.getLastOperation() != null ? d.getLastOperation().getValue() : null); - data.setLatestRunningConfigurationId(d.getLatestRunningConfigurationId()); - data.setTtl(d.getTtl()); - data.put(Deployments.CREATED_AT, d.getCreatedAt()); - data.put(Deployments.MODIFIED_AT, d.getModifiedAt()); - data.put(Deployments.SUBMISSION_TIME, d.getSubmissionTime()); - data.put(Deployments.START_TIME, d.getStartTime()); - data.put(Deployments.COMPLETION_TIME, d.getCompletionTime()); - data.setResourceGroup(ResourceGroups.create(resourceGroupId)); - return data; + return applyTo( + new DeploymentValues( + d.getId(), + d.getDeploymentUrl(), + d.getConfigurationId(), + d.getConfigurationName(), + d.getExecutableId(), + d.getScenarioId(), + d.getStatus().getValue(), + d.getStatusMessage(), + d.getTargetStatus().getValue(), + d.getLastOperation() != null ? d.getLastOperation().getValue() : null, + d.getLatestRunningConfigurationId(), + d.getTtl(), + d.getCreatedAt(), + d.getModifiedAt(), + d.getSubmissionTime(), + d.getStartTime(), + d.getCompletionTime()), + resourceGroupId); } private static Deployments toDeployments(AiDeployment d, String resourceGroupId) { + return applyTo( + new DeploymentValues( + d.getId(), + d.getDeploymentUrl(), + d.getConfigurationId(), + d.getConfigurationName(), + d.getExecutableId(), + d.getScenarioId(), + d.getStatus().getValue(), + d.getStatusMessage(), + d.getTargetStatus().getValue(), + d.getLastOperation() != null ? d.getLastOperation().getValue() : null, + d.getLatestRunningConfigurationId(), + d.getTtl(), + d.getCreatedAt(), + d.getModifiedAt(), + d.getSubmissionTime(), + d.getStartTime(), + d.getCompletionTime()), + resourceGroupId); + } + + // CPD-ON + + private static Deployments applyTo(DeploymentValues v, String resourceGroupId) { Deployments data = Deployments.create(); - data.setId(d.getId()); - data.setDeploymentUrl(d.getDeploymentUrl()); - data.setConfigurationId(d.getConfigurationId()); - data.setConfigurationName(d.getConfigurationName()); - data.setExecutableId(d.getExecutableId()); - data.setScenarioId(d.getScenarioId()); - data.setStatus(d.getStatus().getValue()); - data.setStatusMessage(d.getStatusMessage()); - data.setTargetStatus(d.getTargetStatus().getValue()); - data.setLastOperation(d.getLastOperation() != null ? d.getLastOperation().getValue() : null); - data.setLatestRunningConfigurationId(d.getLatestRunningConfigurationId()); - data.setTtl(d.getTtl()); - data.put(Deployments.CREATED_AT, d.getCreatedAt()); - data.put(Deployments.MODIFIED_AT, d.getModifiedAt()); - data.put(Deployments.SUBMISSION_TIME, d.getSubmissionTime()); - data.put(Deployments.START_TIME, d.getStartTime()); - data.put(Deployments.COMPLETION_TIME, d.getCompletionTime()); + data.setId(v.id); + data.setDeploymentUrl(v.deploymentUrl); + data.setConfigurationId(v.configurationId); + data.setConfigurationName(v.configurationName); + data.setExecutableId(v.executableId); + data.setScenarioId(v.scenarioId); + data.setStatus(v.status); + data.setStatusMessage(v.statusMessage); + data.setTargetStatus(v.targetStatus); + data.setLastOperation(v.lastOperation); + data.setLatestRunningConfigurationId(v.latestRunningConfigurationId); + data.setTtl(v.ttl); + data.put(Deployments.CREATED_AT, v.createdAt); + data.put(Deployments.MODIFIED_AT, v.modifiedAt); + data.put(Deployments.SUBMISSION_TIME, v.submissionTime); + data.put(Deployments.START_TIME, v.startTime); + data.put(Deployments.COMPLETION_TIME, v.completionTime); data.setResourceGroup(ResourceGroups.create(resourceGroupId)); return data; } - // CPD-ON + + private record DeploymentValues( + String id, + String deploymentUrl, + String configurationId, + String configurationName, + String executableId, + String scenarioId, + String status, + String statusMessage, + String targetStatus, + String lastOperation, + String latestRunningConfigurationId, + String ttl, + OffsetDateTime createdAt, + OffsetDateTime modifiedAt, + OffsetDateTime submissionTime, + OffsetDateTime startTime, + OffsetDateTime completionTime) {} } diff --git a/cds-feature-ai-core/src/main/java/com/sap/cds/feature/aicore/core/handler/ResourceGroupHandler.java b/cds-feature-ai-core/src/main/java/com/sap/cds/feature/aicore/core/handler/ResourceGroupHandler.java index 4f6ccb4..19ab9da 100644 --- a/cds-feature-ai-core/src/main/java/com/sap/cds/feature/aicore/core/handler/ResourceGroupHandler.java +++ b/cds-feature-ai-core/src/main/java/com/sap/cds/feature/aicore/core/handler/ResourceGroupHandler.java @@ -83,7 +83,8 @@ public void onCreate(CdsCreateEventContext context, List entries BckndResourceGroupsPostRequest.create().resourceGroupId(resourceGroupId); @SuppressWarnings("unchecked") - List> labels = (List>) entry.get(ResourceGroups.LABELS); + List> labels = + (List>) entry.get(ResourceGroups.LABELS); List mergedLabels = new ArrayList<>(); // User-supplied labels take precedence: if they include the tenant label key, we skip @@ -180,8 +181,7 @@ private ResourceGroups toMap(BckndResourceGroup rg) { if (rg.getLabels() != null) { List labels = new ArrayList<>(rg.getLabels().size()); for (BckndResourceGroupLabel l : rg.getLabels()) { - var lm = - com.sap.cds.feature.aicore.generated.cds4j.aicore.BckndResourceGroupLabel.create(); + var lm = com.sap.cds.feature.aicore.generated.cds4j.aicore.BckndResourceGroupLabel.create(); lm.setKey(l.getKey()); lm.setValue(l.getValue()); labels.add(lm); diff --git a/cds-feature-ai-core/src/test/java/com/sap/cds/feature/aicore/core/AICoreServiceImplDeploymentIdTest.java b/cds-feature-ai-core/src/test/java/com/sap/cds/feature/aicore/core/AICoreServiceImplDeploymentIdTest.java new file mode 100644 index 0000000..ce765a4 --- /dev/null +++ b/cds-feature-ai-core/src/test/java/com/sap/cds/feature/aicore/core/AICoreServiceImplDeploymentIdTest.java @@ -0,0 +1,203 @@ +/* + * © 2026 SAP SE or an SAP affiliate company and cds-ai contributors. + */ +package com.sap.cds.feature.aicore.core; + +import static org.assertj.core.api.Assertions.assertThat; +import static org.mockito.ArgumentMatchers.any; +import static org.mockito.ArgumentMatchers.eq; +import static org.mockito.Mockito.mock; +import static org.mockito.Mockito.never; +import static org.mockito.Mockito.times; +import static org.mockito.Mockito.verify; +import static org.mockito.Mockito.when; + +import com.sap.ai.sdk.core.AiCoreService; +import com.sap.ai.sdk.core.client.ConfigurationApi; +import com.sap.ai.sdk.core.client.DeploymentApi; +import com.sap.ai.sdk.core.client.ResourceGroupApi; +import com.sap.ai.sdk.core.model.AiConfigurationList; +import com.sap.ai.sdk.core.model.AiDeployment; +import com.sap.ai.sdk.core.model.AiDeploymentCreationResponse; +import com.sap.ai.sdk.core.model.AiDeploymentList; +import com.sap.ai.sdk.core.model.AiDeploymentResponseWithDetails; +import com.sap.ai.sdk.core.model.AiDeploymentStatus; +import com.sap.cds.services.environment.CdsEnvironment; +import com.sap.cds.services.runtime.CdsRuntime; +import com.sap.cloud.sdk.services.openapi.apache.core.OpenApiRequestException; +import java.util.List; +import org.junit.jupiter.api.BeforeEach; +import org.junit.jupiter.api.Test; + +/** + * Unit tests for the happy paths of {@link AICoreServiceImpl#deploymentId(String, + * ModelDeploymentSpec)}: cache hit on a RUNNING deployment, stale-cache invalidation when the + * cached deployment is gone, and reuse of an existing matching deployment found via query. + */ +class AICoreServiceImplDeploymentIdTest { + + private static final String RG = "rg-1"; + private static final String CONFIG_NAME = "rpt1-config"; + private static final String SCENARIO = "foundation-models"; + private static final String DEPLOYMENT_ID = "dep-123"; + + private DeploymentApi deploymentApi; + private ConfigurationApi configurationApi; + private ResourceGroupApi resourceGroupApi; + private AICoreServiceImpl service; + + private final ModelDeploymentSpec spec = + new ModelDeploymentSpec(SCENARIO, "exec", CONFIG_NAME, List.of(), d -> true); + + @BeforeEach + void setUp() { + deploymentApi = mock(DeploymentApi.class); + configurationApi = mock(ConfigurationApi.class); + resourceGroupApi = mock(ResourceGroupApi.class); + AiCoreService sdkService = mock(AiCoreService.class); + + CdsRuntime runtime = mock(CdsRuntime.class); + CdsEnvironment env = mock(CdsEnvironment.class); + when(runtime.getEnvironment()).thenReturn(env); + // Use small retry counts so failures don't slow tests. + when(env.getProperty(eq("cds.requires.AICore.maxRetries"), eq(Integer.class), any())) + .thenReturn(1); + when(env.getProperty(eq("cds.requires.AICore.initialDelayMs"), eq(Long.class), any())) + .thenReturn(1L); + when(env.getProperty(eq("cds.requires.AICore.resourceGroup"), eq(String.class), any())) + .thenReturn("default"); + when(env.getProperty(eq("cds.requires.AICore.resourceGroupPrefix"), eq(String.class), any())) + .thenReturn("cds-"); + + service = + new AICoreServiceImpl( + AICoreService.DEFAULT_NAME, + runtime, + false, + deploymentApi, + configurationApi, + resourceGroupApi, + sdkService); + } + + @Test + void cacheHit_runningDeployment_returnsCachedIdWithoutQuery() { + service.getResourceGroupDeploymentCache().put(RG + "::" + CONFIG_NAME, DEPLOYMENT_ID); + + AiDeploymentResponseWithDetails running = mock(AiDeploymentResponseWithDetails.class); + when(running.getStatus()).thenReturn(AiDeploymentStatus.RUNNING); + when(deploymentApi.get(RG, DEPLOYMENT_ID)).thenReturn(running); + + String result = service.deploymentId(RG, spec); + + assertThat(result).isEqualTo(DEPLOYMENT_ID); + verify(deploymentApi).get(RG, DEPLOYMENT_ID); + verify(deploymentApi, never()).query(any(), any(), any(), any(), any(), any(), any(), any()); + verify(deploymentApi, never()).create(any(), any()); + } + + @Test + void cacheStale_404OnGet_invalidatesAndReturnsExistingFromQuery() { + String otherDeployment = "dep-456"; + service.getResourceGroupDeploymentCache().put(RG + "::" + CONFIG_NAME, "stale-id"); + + OpenApiRequestException notFound = new OpenApiRequestException("gone").statusCode(404); + when(deploymentApi.get(RG, "stale-id")).thenThrow(notFound); + + AiDeployment existing = mock(AiDeployment.class); + when(existing.getId()).thenReturn(otherDeployment); + when(existing.getConfigurationName()).thenReturn(CONFIG_NAME); + when(existing.getStatus()).thenReturn(AiDeploymentStatus.RUNNING); + AiDeploymentList list = mock(AiDeploymentList.class); + when(list.getResources()).thenReturn(List.of(existing)); + when(deploymentApi.query(eq(RG), any(), any(), eq(SCENARIO), any(), any(), any(), any())) + .thenReturn(list); + + String result = service.deploymentId(RG, spec); + + assertThat(result).isEqualTo(otherDeployment); + assertThat(service.getResourceGroupDeploymentCache()) + .containsEntry(RG + "::" + CONFIG_NAME, otherDeployment); + verify(deploymentApi, never()).create(any(), any()); + } + + @Test + void noCache_existingMatchingDeployment_isReusedAndCached() { + AiDeployment existing = mock(AiDeployment.class); + when(existing.getId()).thenReturn(DEPLOYMENT_ID); + when(existing.getConfigurationName()).thenReturn(CONFIG_NAME); + when(existing.getStatus()).thenReturn(AiDeploymentStatus.PENDING); + AiDeploymentList list = mock(AiDeploymentList.class); + when(list.getResources()).thenReturn(List.of(existing)); + when(deploymentApi.query(eq(RG), any(), any(), eq(SCENARIO), any(), any(), any(), any())) + .thenReturn(list); + + String result = service.deploymentId(RG, spec); + + assertThat(result).isEqualTo(DEPLOYMENT_ID); + assertThat(service.getResourceGroupDeploymentCache()) + .containsEntry(RG + "::" + CONFIG_NAME, DEPLOYMENT_ID); + verify(deploymentApi, never()).create(any(), any()); + verify(deploymentApi, never()).get(any(), any()); + } + + @Test + void secondCallUsesCachedResult_singleQueryToApi() { + AiDeployment existing = mock(AiDeployment.class); + when(existing.getId()).thenReturn(DEPLOYMENT_ID); + when(existing.getConfigurationName()).thenReturn(CONFIG_NAME); + when(existing.getStatus()).thenReturn(AiDeploymentStatus.RUNNING); + AiDeploymentList list = mock(AiDeploymentList.class); + when(list.getResources()).thenReturn(List.of(existing)); + when(deploymentApi.query(eq(RG), any(), any(), eq(SCENARIO), any(), any(), any(), any())) + .thenReturn(list); + + AiDeploymentResponseWithDetails running = mock(AiDeploymentResponseWithDetails.class); + when(running.getStatus()).thenReturn(AiDeploymentStatus.RUNNING); + when(deploymentApi.get(RG, DEPLOYMENT_ID)).thenReturn(running); + + String first = service.deploymentId(RG, spec); + String second = service.deploymentId(RG, spec); + + assertThat(first).isEqualTo(DEPLOYMENT_ID); + assertThat(second).isEqualTo(DEPLOYMENT_ID); + // First call queries, second call hits the cache and only verifies via get. + verify(deploymentApi, times(1)) + .query(eq(RG), any(), any(), eq(SCENARIO), any(), any(), any(), any()); + verify(deploymentApi, times(1)).get(RG, DEPLOYMENT_ID); + } + + @Test + void noCacheNoExistingDeployment_createsNewDeploymentWhenConfigExists() { + // Empty deployment list → falls through to create path. + AiDeploymentList emptyList = mock(AiDeploymentList.class); + when(emptyList.getResources()).thenReturn(List.of()); + when(deploymentApi.query(eq(RG), any(), any(), eq(SCENARIO), any(), any(), any(), any())) + .thenReturn(emptyList); + + // Existing config with the same name, so createConfiguration is skipped. + AiConfigurationList configList = mock(AiConfigurationList.class); + var existingConfig = mock(com.sap.ai.sdk.core.model.AiConfiguration.class); + when(existingConfig.getId()).thenReturn("cfg-1"); + when(existingConfig.getName()).thenReturn(CONFIG_NAME); + when(configList.getResources()).thenReturn(List.of(existingConfig)); + when(configurationApi.query(eq(RG), eq(SCENARIO), any(), any(), any(), any(), any(), any())) + .thenReturn(configList); + + AiDeploymentCreationResponse created = mock(AiDeploymentCreationResponse.class); + when(created.getId()).thenReturn(DEPLOYMENT_ID); + when(deploymentApi.create(eq(RG), any())).thenReturn(created); + + AiDeploymentResponseWithDetails runningPoll = mock(AiDeploymentResponseWithDetails.class); + when(runningPoll.getStatus()).thenReturn(AiDeploymentStatus.RUNNING); + when(deploymentApi.get(RG, DEPLOYMENT_ID)).thenReturn(runningPoll); + + String result = service.deploymentId(RG, spec); + + assertThat(result).isEqualTo(DEPLOYMENT_ID); + assertThat(service.getResourceGroupDeploymentCache()) + .containsEntry(RG + "::" + CONFIG_NAME, DEPLOYMENT_ID); + verify(configurationApi, never()).create(any(), any()); + verify(deploymentApi).create(eq(RG), any()); + } +} diff --git a/cds-feature-ai-core/src/test/java/com/sap/cds/feature/aicore/core/AICoreServiceImplTest.java b/cds-feature-ai-core/src/test/java/com/sap/cds/feature/aicore/core/AICoreServiceImplTest.java index aab97da..898e1db 100644 --- a/cds-feature-ai-core/src/test/java/com/sap/cds/feature/aicore/core/AICoreServiceImplTest.java +++ b/cds-feature-ai-core/src/test/java/com/sap/cds/feature/aicore/core/AICoreServiceImplTest.java @@ -12,7 +12,7 @@ import com.github.benmanes.caffeine.cache.Caffeine; import com.sap.cloud.sdk.services.openapi.apache.core.OpenApiRequestException; import java.lang.reflect.Field; -import java.time.Duration; +import java.util.concurrent.ConcurrentHashMap; import org.junit.jupiter.api.Test; class AICoreServiceImplTest { @@ -70,19 +70,21 @@ void notReadyYet_nullStatusCodeOnAllLevels_returnsFalse() { } @Test - void deploymentLocksFieldIsBoundedCaffeineCache() throws NoSuchFieldException { + void deploymentLocksFieldIsConcurrentHashMap() throws NoSuchFieldException { + // Locks must live in a non-evicting map: a Caffeine cache could evict an entry between two + // threads' lookups, causing them to synchronize on different objects for the same cache key + // and race to create duplicate AI Core deployments. Field field = AICoreServiceImpl.class.getDeclaredField("deploymentLocks"); - assertThat(field.getType()).isEqualTo(Cache.class); + assertThat(field.getType()).isEqualTo(ConcurrentHashMap.class); } @Test - void caffeineGetReturnsSameLockObjectForSameKey() { - Cache locks = - Caffeine.newBuilder().maximumSize(10_000).expireAfterAccess(Duration.ofHours(1)).build(); + void concurrentHashMapComputeIfAbsentReturnsSameLockObjectForSameKey() { + ConcurrentHashMap locks = new ConcurrentHashMap<>(); - Object lock1 = locks.get("rg-1", k -> new Object()); - Object lock2 = locks.get("rg-1", k -> new Object()); - Object differentRg = locks.get("rg-2", k -> new Object()); + Object lock1 = locks.computeIfAbsent("rg-1", k -> new Object()); + Object lock2 = locks.computeIfAbsent("rg-1", k -> new Object()); + Object differentRg = locks.computeIfAbsent("rg-2", k -> new Object()); assertThat(lock1).isSameAs(lock2); assertThat(lock1).isNotSameAs(differentRg); @@ -96,7 +98,7 @@ void clearTenantCacheRemovesAllRelatedEntries() throws Exception { AICoreServiceImpl service = freshService(); Cache tenantCache = readCache(service, "tenantResourceGroupCache"); Cache deploymentCache = readCache(service, "resourceGroupDeploymentCache"); - Cache deploymentLocks = readCache(service, "deploymentLocks"); + ConcurrentHashMap deploymentLocks = readLocks(service); tenantCache.put(tenantId, resourceGroupId); deploymentCache.put(resourceGroupId, "deployment-id"); @@ -106,7 +108,7 @@ void clearTenantCacheRemovesAllRelatedEntries() throws Exception { assertThat(tenantCache.asMap()).doesNotContainKey(tenantId); assertThat(deploymentCache.asMap()).doesNotContainKey(resourceGroupId); - assertThat(deploymentLocks.asMap()).doesNotContainKey(resourceGroupId); + assertThat(deploymentLocks).doesNotContainKey(resourceGroupId); } @Test @@ -119,7 +121,7 @@ void clearTenantCacheLeavesOtherTenantsUntouched() throws Exception { AICoreServiceImpl service = freshService(); Cache tenantCache = readCache(service, "tenantResourceGroupCache"); Cache deploymentCache = readCache(service, "resourceGroupDeploymentCache"); - Cache deploymentLocks = readCache(service, "deploymentLocks"); + ConcurrentHashMap deploymentLocks = readLocks(service); tenantCache.put(tenantA, resourceGroupA); tenantCache.put(tenantB, resourceGroupB); @@ -134,9 +136,7 @@ void clearTenantCacheLeavesOtherTenantsUntouched() throws Exception { assertThat(deploymentCache.asMap()) .doesNotContainKey(resourceGroupA) .containsKey(resourceGroupB); - assertThat(deploymentLocks.asMap()) - .doesNotContainKey(resourceGroupA) - .containsKey(resourceGroupB); + assertThat(deploymentLocks).doesNotContainKey(resourceGroupA).containsKey(resourceGroupB); } @Test @@ -145,7 +145,7 @@ void clearTenantCacheIsNoOpForUnknownTenant() throws Exception { AICoreServiceImpl service = freshService(); Cache deploymentCache = readCache(service, "resourceGroupDeploymentCache"); - Cache deploymentLocks = readCache(service, "deploymentLocks"); + ConcurrentHashMap deploymentLocks = readLocks(service); deploymentCache.put(resourceGroupId, "deployment-id"); deploymentLocks.put(resourceGroupId, new Object()); @@ -153,14 +153,14 @@ void clearTenantCacheIsNoOpForUnknownTenant() throws Exception { service.clearTenantCache("unknown-tenant"); assertThat(deploymentCache.asMap()).containsKey(resourceGroupId); - assertThat(deploymentLocks.asMap()).containsKey(resourceGroupId); + assertThat(deploymentLocks).containsKey(resourceGroupId); } private static AICoreServiceImpl freshService() throws Exception { AICoreServiceImpl service = mock(AICoreServiceImpl.class, CALLS_REAL_METHODS); setField(service, "tenantResourceGroupCache", Caffeine.newBuilder().build()); setField(service, "resourceGroupDeploymentCache", Caffeine.newBuilder().build()); - setField(service, "deploymentLocks", Caffeine.newBuilder().build()); + setField(service, "deploymentLocks", new ConcurrentHashMap<>()); return service; } @@ -172,6 +172,14 @@ private static Cache readCache(AICoreServiceImpl service, String fi return (Cache) field.get(service); } + @SuppressWarnings("unchecked") + private static ConcurrentHashMap readLocks(AICoreServiceImpl service) + throws Exception { + Field field = AICoreServiceImpl.class.getDeclaredField("deploymentLocks"); + field.setAccessible(true); + return (ConcurrentHashMap) field.get(service); + } + private static void setField(Object target, String fieldName, Object value) throws Exception { Field field = AICoreServiceImpl.class.getDeclaredField(fieldName); field.setAccessible(true); diff --git a/cds-feature-recommendations/README.md b/cds-feature-recommendations/README.md index e933b1c..9b59766 100644 --- a/cds-feature-recommendations/README.md +++ b/cds-feature-recommendations/README.md @@ -121,7 +121,7 @@ annotate Books with { ```yaml cds: requires: - AICore: + recommendations: contextRowLimit: 2000 # Max historical rows used as training context ``` diff --git a/cds-feature-recommendations/src/main/java/com/sap/cds/feature/recommendation/RecommendationResultParser.java b/cds-feature-recommendations/src/main/java/com/sap/cds/feature/recommendation/RecommendationResultParser.java index df412c7..a76b8d8 100644 --- a/cds-feature-recommendations/src/main/java/com/sap/cds/feature/recommendation/RecommendationResultParser.java +++ b/cds-feature-recommendations/src/main/java/com/sap/cds/feature/recommendation/RecommendationResultParser.java @@ -65,6 +65,10 @@ Map buildRecommendations( Map values = new HashMap<>(); values.put("RecommendedFieldValue", recommendedValue); values.put("RecommendedFieldDescription", descriptions.getOrDefault(col, "")); + // The RPT-1 prediction response does not currently expose a per-prediction confidence + // score in a stable form. We emit a constant placeholder so Fiori Elements still renders + // the suggestion with a non-null score; replace with the real probability once the AI SDK + // surfaces it (see SAP-RPT-1 model docs for `prediction_proba`). values.put("RecommendedFieldScoreValue", 0.5); values.put("RecommendedFieldIsSuggestion", true); recommendations.put(col, List.of(values)); diff --git a/cds-starter-ai/pom.xml b/cds-starter-ai/pom.xml index 962c8fb..8214031 100644 --- a/cds-starter-ai/pom.xml +++ b/cds-starter-ai/pom.xml @@ -9,10 +9,17 @@ cds-starter-ai + jar CDS Starter AI - Starter package for AI features in CAP Java applications + Starter package for AI features in CAP Java applications. Aggregates the cds-feature-ai-core and cds-feature-recommendations modules so applications can pull both with a single dependency. diff --git a/pom.xml b/pom.xml index 1a39d1a..ac2ecb8 100644 --- a/pom.xml +++ b/pom.xml @@ -30,18 +30,18 @@ - - scm:git:git@github.com:cap-java/cds-ai.git - scm:git:git@github.com:cap-java/cds-ai.git - https://github.com/cap-java/cds-ai - - cds-feature-ai-core cds-feature-recommendations cds-starter-ai + + scm:git:git@github.com:cap-java/cds-ai.git + scm:git:git@github.com:cap-java/cds-ai.git + https://github.com/cap-java/cds-ai + + central From 67da453798e7d5748f539e5d1a6208fefa70286d Mon Sep 17 00:00:00 2001 From: Marvin Lindner Date: Tue, 2 Jun 2026 18:23:55 +0200 Subject: [PATCH 2/4] build: make mvn install hermetic via npm ci (no global @sap/cds-dk) Introduce a package.json + package-lock.json at cds-feature-ai-core root pinning @sap/cds-dk@9.9.1, and bind a new cds-maven-plugin 'cds.npm-ci' execution that runs 'npm ci' before the cds.build goal. A fresh checkout can now run 'mvn install' without any prerequisite beyond Maven + JDK; cds-maven-plugin's bundled Node downloads @sap/cds-dk into a local node_modules at module root, outside the cds source tree (so 'cds build --src ./ --dest ../../../../../../gen/srv' no longer self-copies node_modules). Drop -Dcds.install-node.skip from every Maven invocation in CI (.github/workflows/pipeline.yml, .github/actions/integration-tests, .github/actions/scan-with-sonar) since the bundled Node is now the canonical execution environment for the cds CLI inside Maven. Drop the standalone 'npm i -g @sap/cds-dk' steps from the 'tests' and 'local-mtx-tests' jobs (Maven-only paths). The cf-bind composite action keeps its global cds-dk install because cds bind --exec is invoked as a shell command in subsequent steps. --- .github/actions/integration-tests/action.yml | 4 +- .github/actions/scan-with-sonar/action.yml | 6 +- .github/workflows/pipeline.yml | 12 +- cds-feature-ai-core/package-lock.json | 1861 ++++++++++++++++++ cds-feature-ai-core/package.json | 9 + cds-feature-ai-core/pom.xml | 9 + 6 files changed, 1886 insertions(+), 15 deletions(-) create mode 100644 cds-feature-ai-core/package-lock.json create mode 100644 cds-feature-ai-core/package.json diff --git a/.github/actions/integration-tests/action.yml b/.github/actions/integration-tests/action.yml index fd01b3d..49a4060 100644 --- a/.github/actions/integration-tests/action.yml +++ b/.github/actions/integration-tests/action.yml @@ -25,12 +25,12 @@ runs: maven-version: ${{ inputs.maven-version }} - name: Build dependencies for integration tests - run: mvn clean install -ntp -B -pl cds-feature-ai-core,cds-feature-recommendations,cds-starter-ai -am -DskipTests -Dcds.install-node.skip + run: mvn clean install -ntp -B -pl cds-feature-ai-core,cds-feature-recommendations,cds-starter-ai -am -DskipTests shell: bash - name: Integration Tests (spring) env: CDS_AICORE_TEST_RESOURCE_GROUP: itest-${{ github.run_id }}-${{ github.run_attempt }}-j${{ inputs.java-version }} - run: cds bind --exec -- mvn clean verify -ntp -B -f pom.xml -Dcds.install-node.skip + run: cds bind --exec -- mvn clean verify -ntp -B -f pom.xml working-directory: integration-tests shell: bash diff --git a/.github/actions/scan-with-sonar/action.yml b/.github/actions/scan-with-sonar/action.yml index e36855f..c01bf24 100644 --- a/.github/actions/scan-with-sonar/action.yml +++ b/.github/actions/scan-with-sonar/action.yml @@ -38,18 +38,18 @@ runs: shell: bash - name: Build and test main modules - run: mvn clean install -ntp -B -pl cds-feature-ai-core,cds-feature-recommendations,cds-starter-ai -am -Dcds.install-node.skip + run: mvn clean install -ntp -B -pl cds-feature-ai-core,cds-feature-recommendations,cds-starter-ai -am shell: bash - name: Run integration tests env: CDS_AICORE_TEST_RESOURCE_GROUP: sonar-${{ github.run_id }}-${{ github.run_attempt }} - run: cds bind --exec -- mvn clean verify install -ntp -B -Dcds.install-node.skip + run: cds bind --exec -- mvn clean verify install -ntp -B working-directory: integration-tests shell: bash - name: Generate aggregate coverage report - run: mvn verify -ntp -B -pl coverage-report -am -DskipTests -Dcds.install-node.skip + run: mvn verify -ntp -B -pl coverage-report -am -DskipTests shell: bash - name: Verify JaCoCo reports exist diff --git a/.github/workflows/pipeline.yml b/.github/workflows/pipeline.yml index 4fc361f..2e7b238 100644 --- a/.github/workflows/pipeline.yml +++ b/.github/workflows/pipeline.yml @@ -33,12 +33,8 @@ jobs: with: maven-version: ${{ env.MAVEN_VERSION }} - - name: Install @sap/cds-dk - run: npm i -g 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"cds-feature-ai-core-cds", + "version": "1.0.0", + "private": true, + "description": "CDS build dependencies for cds-feature-ai-core. Pulled in by Maven (cds-maven-plugin npm goal) so a fresh `mvn install` is hermetic and does not require a globally installed @sap/cds-dk.", + "devDependencies": { + "@sap/cds-dk": "9.9.1" + } +} diff --git a/cds-feature-ai-core/pom.xml b/cds-feature-ai-core/pom.xml index 45109b8..c49b701 100644 --- a/cds-feature-ai-core/pom.xml +++ b/cds-feature-ai-core/pom.xml @@ -61,6 +61,15 @@ install-node + + cds.npm-ci + + npm + + + ci + + cds.build From 84bc709138fff014ec755b926b38317ff4cfcbe8 Mon Sep 17 00:00:00 2001 From: Marvin Lindner Date: Wed, 3 Jun 2026 07:58:16 +0200 Subject: [PATCH 3/4] fix: narrow stale-cache catch to 404 only; use deploymentCacheKey helper in tests MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Address two of three review comments from the PR bot on PR #57: 1. (AICoreServiceImpl#deploymentId) The previous catch on OpenApiRequestException swallowed all OpenApi failures — including transient 5xx and network errors — and unconditionally invalidated the cache entry. That would silently discard a still-valid cached deployment and trigger a duplicate creation. Narrow the catch to only treat HTTP 404 as the 'deployment deleted out-of-band' signal; propagate everything else so the caller's retry/backoff policy handles it. 2. (AICoreServiceImplDeploymentIdTest) The tests seeded the cache with the raw string 'RG + "::" + CONFIG_NAME', duplicating the cache-key format with the production code. A future change to the deploymentCacheKey() format would silently make the tests pass for the wrong reason. Promote deploymentCacheKey() from private to package-private and have the tests derive the key through it. 3. Add a regression test (cacheStale_5xxOnGet_propagatesAndPreservesCacheEntry) that exercises the narrowed catch: a 503 from deploymentApi.get must propagate AND leave the cache entry intact. --- .../aicore/core/AICoreServiceImpl.java | 23 ++++++++---- .../AICoreServiceImplDeploymentIdTest.java | 36 +++++++++++++++---- 2 files changed, 46 insertions(+), 13 deletions(-) diff --git a/cds-feature-ai-core/src/main/java/com/sap/cds/feature/aicore/core/AICoreServiceImpl.java b/cds-feature-ai-core/src/main/java/com/sap/cds/feature/aicore/core/AICoreServiceImpl.java index 03db8ff..db39072 100644 --- a/cds-feature-ai-core/src/main/java/com/sap/cds/feature/aicore/core/AICoreServiceImpl.java +++ b/cds-feature-ai-core/src/main/java/com/sap/cds/feature/aicore/core/AICoreServiceImpl.java @@ -145,14 +145,20 @@ public String deploymentId(String resourceGroupId, ModelDeploymentSpec spec) { return cached; } } catch (OpenApiRequestException e) { - // The cached deployment was deleted out-of-band (404) or is otherwise no longer - // reachable. Drop the stale entry and fall through to discover or create a new one. + // Only 404 means the cached deployment was deleted out-of-band — drop the stale entry + // and fall through to discover or create a new one. Any other status (5xx, 401, 412, + // network errors, …) is propagated so the caller's retry/backoff policy can handle it + // rather than silently invalidating a potentially valid cache entry and triggering a + // duplicate deployment. + Integer status = e.statusCode(); + if (status == null || status != 404) { + throw e; + } logger.debug( - "Cached deployment {} in resource group {} is no longer accessible ({}), " + "Cached deployment {} in resource group {} no longer exists (404), " + "invalidating cache entry", cached, - resourceGroupId, - e.statusCode()); + resourceGroupId); } resourceGroupDeploymentCache.invalidate(cacheKey); } @@ -252,7 +258,12 @@ public void clearTenantCache(String tenantId) { } } - private static String deploymentCacheKey(String resourceGroupId, ModelDeploymentSpec spec) { + /** + * Builds the cache key for the {@code resourceGroupDeploymentCache} and {@code deploymentLocks} + * maps. Package-private so tests can derive the same key the production code uses, instead of + * duplicating the format inline. + */ + static String deploymentCacheKey(String resourceGroupId, ModelDeploymentSpec spec) { return resourceGroupId + "::" + spec.configurationName(); } diff --git a/cds-feature-ai-core/src/test/java/com/sap/cds/feature/aicore/core/AICoreServiceImplDeploymentIdTest.java b/cds-feature-ai-core/src/test/java/com/sap/cds/feature/aicore/core/AICoreServiceImplDeploymentIdTest.java index ce765a4..8ede31b 100644 --- a/cds-feature-ai-core/src/test/java/com/sap/cds/feature/aicore/core/AICoreServiceImplDeploymentIdTest.java +++ b/cds-feature-ai-core/src/test/java/com/sap/cds/feature/aicore/core/AICoreServiceImplDeploymentIdTest.java @@ -49,6 +49,12 @@ class AICoreServiceImplDeploymentIdTest { private final ModelDeploymentSpec spec = new ModelDeploymentSpec(SCENARIO, "exec", CONFIG_NAME, List.of(), d -> true); + private String cacheKey() { + // Derive via the production helper rather than hardcoding RG + "::" + CONFIG_NAME so a + // change to the cache-key format is caught here instead of silently passing wrong-path. + return AICoreServiceImpl.deploymentCacheKey(RG, spec); + } + @BeforeEach void setUp() { deploymentApi = mock(DeploymentApi.class); @@ -82,7 +88,7 @@ void setUp() { @Test void cacheHit_runningDeployment_returnsCachedIdWithoutQuery() { - service.getResourceGroupDeploymentCache().put(RG + "::" + CONFIG_NAME, DEPLOYMENT_ID); + service.getResourceGroupDeploymentCache().put(cacheKey(), DEPLOYMENT_ID); AiDeploymentResponseWithDetails running = mock(AiDeploymentResponseWithDetails.class); when(running.getStatus()).thenReturn(AiDeploymentStatus.RUNNING); @@ -99,7 +105,7 @@ void cacheHit_runningDeployment_returnsCachedIdWithoutQuery() { @Test void cacheStale_404OnGet_invalidatesAndReturnsExistingFromQuery() { String otherDeployment = "dep-456"; - service.getResourceGroupDeploymentCache().put(RG + "::" + CONFIG_NAME, "stale-id"); + service.getResourceGroupDeploymentCache().put(cacheKey(), "stale-id"); OpenApiRequestException notFound = new OpenApiRequestException("gone").statusCode(404); when(deploymentApi.get(RG, "stale-id")).thenThrow(notFound); @@ -117,7 +123,25 @@ void cacheStale_404OnGet_invalidatesAndReturnsExistingFromQuery() { assertThat(result).isEqualTo(otherDeployment); assertThat(service.getResourceGroupDeploymentCache()) - .containsEntry(RG + "::" + CONFIG_NAME, otherDeployment); + .containsEntry(cacheKey(), otherDeployment); + verify(deploymentApi, never()).create(any(), any()); + } + + @Test + void cacheStale_5xxOnGet_propagatesAndPreservesCacheEntry() { + // Transient 5xx must NOT invalidate a potentially valid cache entry. The exception is + // propagated so the caller's retry/backoff policy can handle it. + service.getResourceGroupDeploymentCache().put(cacheKey(), "still-valid-id"); + + OpenApiRequestException serverError = new OpenApiRequestException("boom").statusCode(503); + when(deploymentApi.get(RG, "still-valid-id")).thenThrow(serverError); + + org.assertj.core.api.Assertions.assertThatThrownBy(() -> service.deploymentId(RG, spec)) + .isSameAs(serverError); + + assertThat(service.getResourceGroupDeploymentCache()) + .containsEntry(cacheKey(), "still-valid-id"); + verify(deploymentApi, never()).query(any(), any(), any(), any(), any(), any(), any(), any()); verify(deploymentApi, never()).create(any(), any()); } @@ -135,8 +159,7 @@ void noCache_existingMatchingDeployment_isReusedAndCached() { String result = service.deploymentId(RG, spec); assertThat(result).isEqualTo(DEPLOYMENT_ID); - assertThat(service.getResourceGroupDeploymentCache()) - .containsEntry(RG + "::" + CONFIG_NAME, DEPLOYMENT_ID); + assertThat(service.getResourceGroupDeploymentCache()).containsEntry(cacheKey(), DEPLOYMENT_ID); verify(deploymentApi, never()).create(any(), any()); verify(deploymentApi, never()).get(any(), any()); } @@ -195,8 +218,7 @@ void noCacheNoExistingDeployment_createsNewDeploymentWhenConfigExists() { String result = service.deploymentId(RG, spec); assertThat(result).isEqualTo(DEPLOYMENT_ID); - assertThat(service.getResourceGroupDeploymentCache()) - .containsEntry(RG + "::" + CONFIG_NAME, DEPLOYMENT_ID); + assertThat(service.getResourceGroupDeploymentCache()).containsEntry(cacheKey(), DEPLOYMENT_ID); verify(configurationApi, never()).create(any(), any()); verify(deploymentApi).create(eq(RG), any()); } From 66586b85da727078e7e31884f35dd7016cc729a4 Mon Sep 17 00:00:00 2001 From: Marvin Lindner Date: Wed, 3 Jun 2026 08:01:50 +0200 Subject: [PATCH 4/4] build: add hermetic npm ci for cds-feature-recommendations The previous commit (67da453) made cds-feature-ai-core hermetic by binding 'npm ci' to its Maven build, but cds-feature-recommendations also runs 'cds compile' (via cds.compile execution) and was still relying on a globally installed @sap/cds-dk that we removed from CI. Mirror the same pattern: introduce a package.json + package-lock.json at the cds-feature-recommendations module root pinning @sap/cds-dk@9.9.1, and add 'cds.install-node' + 'cds.npm-ci' executions before 'cds.compile'. --- cds-feature-recommendations/package-lock.json | 1861 +++++++++++++++++ cds-feature-recommendations/package.json | 9 + cds-feature-recommendations/pom.xml | 15 + 3 files changed, 1885 insertions(+) create mode 100644 cds-feature-recommendations/package-lock.json create mode 100644 cds-feature-recommendations/package.json diff --git a/cds-feature-recommendations/package-lock.json b/cds-feature-recommendations/package-lock.json new file mode 100644 index 0000000..80af502 --- /dev/null +++ b/cds-feature-recommendations/package-lock.json @@ -0,0 +1,1861 @@ +{ + "name": "cds-feature-recommendations-cds", + "version": "1.0.0", + "lockfileVersion": 3, + "requires": true, + "packages": { + "": { + "name": "cds-feature-recommendations-cds", + "version": "1.0.0", + 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+ "name": "cds-feature-recommendations-cds", + "version": "1.0.0", + "private": true, + "description": "CDS build dependencies for cds-feature-recommendations. Pulled in by Maven (cds-maven-plugin npm goal) so a fresh `mvn install` is hermetic and does not require a globally installed @sap/cds-dk.", + "devDependencies": { + "@sap/cds-dk": "9.9.1" + } +} diff --git a/cds-feature-recommendations/pom.xml b/cds-feature-recommendations/pom.xml index 68d09bd..4d7f75e 100644 --- a/cds-feature-recommendations/pom.xml +++ b/cds-feature-recommendations/pom.xml @@ -60,6 +60,21 @@ com.sap.cds cds-maven-plugin + + cds.install-node + + install-node + + + + cds.npm-ci + + npm + + + ci + + cds.compile