yuqi1129 commented on code in PR #14143:
URL: https://github.com/apache/gravitino/pull/14143#discussion_r4397870570


##########
core/src/main/java/org/apache/gravitino/storage/relational/service/SemanticModelMetricService.java:
##########
@@ -0,0 +1,136 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *  http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.gravitino.storage.relational.service;
+
+import static 
org.apache.gravitino.metrics.source.MetricsSource.GRAVITINO_RELATIONAL_STORE_METRIC_NAME;
+
+import com.fasterxml.jackson.core.JsonProcessingException;
+import com.google.common.base.Preconditions;
+import java.util.ArrayList;
+import java.util.List;
+import org.apache.gravitino.NameIdentifier;
+import org.apache.gravitino.Namespace;
+import org.apache.gravitino.dto.semantic.MetricDTO;
+import org.apache.gravitino.exceptions.NoSuchEntityException;
+import org.apache.gravitino.json.JsonUtils;
+import org.apache.gravitino.metrics.Monitored;
+import org.apache.gravitino.semantic.ImmutableSemanticModelMetric;
+import org.apache.gravitino.semantic.SemanticModelMetric;
+import 
org.apache.gravitino.storage.relational.mapper.SemanticModelMetricMapper;
+import org.apache.gravitino.storage.relational.po.SemanticModelMetricListingPO;
+import org.apache.gravitino.storage.relational.utils.SessionUtils;
+import org.apache.gravitino.utils.HierarchicalSchemaUtil;
+import org.apache.gravitino.utils.NamespaceUtil;
+
+/** Reads schema-level metrics from committed relational state without loading 
complete models. */
+public class SemanticModelMetricService {
+  private static final SemanticModelMetricService INSTANCE = new 
SemanticModelMetricService();
+
+  private SemanticModelMetricService() {}
+
+  /** Returns the metric discovery service. */
+  public static SemanticModelMetricService getInstance() {
+    return INSTANCE;
+  }
+
+  /**
+   * Lists live metric identifiers without reading definition snapshots.
+   *
+   * @param namespace The full schema namespace.
+   * @return Metric identifiers with the containing model as the last 
namespace level.
+   * @throws NoSuchEntityException If the schema or an ancestor does not exist.
+   */
+  @Monitored(
+      metricsSource = GRAVITINO_RELATIONAL_STORE_METRIC_NAME,
+      baseMetricName = "listSemanticModelMetrics")
+  public List<NameIdentifier> listMetrics(Namespace namespace) {
+    return read(namespace, false).stream()
+        .filter(po -> po.getMetricName() != null)
+        .map(
+            po ->
+                NameIdentifier.of(
+                    metricNamespace(namespace, po.getSemanticModelName()), 
po.getMetricName()))
+        .toList();
+  }
+
+  /**
+   * Lists complete metrics from current snapshots, decoding every array 
before returning.
+   *
+   * @param namespace The full schema namespace.
+   * @return Decoded metrics and their containing namespaces.
+   * @throws NoSuchEntityException If the schema or an ancestor does not exist.
+   * @throws IllegalStateException If a current snapshot is missing or metrics 
cannot be decoded.
+   */
+  @Monitored(
+      metricsSource = GRAVITINO_RELATIONAL_STORE_METRIC_NAME,
+      baseMetricName = "listSemanticModelMetricInfos")
+  public List<SemanticModelMetric> listMetricInfos(Namespace namespace) {
+    List<SemanticModelMetric> results = new ArrayList<>();
+    for (SemanticModelMetricListingPO po : read(namespace, true)) {
+      if (po.getSemanticModelId() == null) {
+        continue;
+      }
+      Preconditions.checkState(
+          po.getVersion() != null,
+          "Missing current snapshot for Semantic Model %s",
+          po.getSemanticModelId());
+      if (po.getMetrics() == null) {
+        continue;
+      }
+      Namespace metricNamespace = metricNamespace(namespace, 
po.getSemanticModelName());
+      try {
+        MetricDTO[] metrics =
+            JsonUtils.anyFieldMapper().readValue(po.getMetrics(), 
MetricDTO[].class);
+        Preconditions.checkArgument(metrics != null, "metrics JSON must be an 
array");
+        for (MetricDTO metric : metrics) {
+          Preconditions.checkArgument(metric != null, "metrics must not 
contain null");
+          results.add(new ImmutableSemanticModelMetric(metricNamespace, 
metric.toMetric()));
+        }
+      } catch (JsonProcessingException | IllegalArgumentException e) {
+        throw new IllegalStateException(
+            "Failed to decode metrics for Semantic Model "

Review Comment:
   Nit: the two failures here identify the model differently: line 91 uses the 
internal model id, while this one uses the full identifier, which a caller who 
can't see that model gets back in the 500 body (as Copilot noted). Keeping the 
`listFunctionInfos` behavior is fine for this PR, but could you file the 
follow-up issue for sanitizing internal error details and link it in that 
thread, so it isn't lost? While here, consider using the same identification in 
both messages.



##########
common/src/main/java/org/apache/gravitino/dto/responses/MetricInfoListResponse.java:
##########
@@ -0,0 +1,66 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *  http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+package org.apache.gravitino.dto.responses;
+
+import com.fasterxml.jackson.annotation.JsonProperty;
+import com.google.common.base.Preconditions;
+import lombok.EqualsAndHashCode;
+import lombok.ToString;
+import org.apache.gravitino.dto.semantic.SemanticModelMetricDTO;
+
+/** Response containing complete metrics discovered in a schema. */
+@EqualsAndHashCode(callSuper = true)
+@ToString
+public class MetricInfoListResponse extends BaseResponse {
+
+  @JsonProperty("metrics")
+  private SemanticModelMetricDTO[] metrics;
+
+  private MetricInfoListResponse() {
+    super();
+  }
+
+  /**
+   * Creates a response containing metric definitions and their namespaces.
+   *
+   * @param metrics The metric discovery results.
+   */
+  public MetricInfoListResponse(SemanticModelMetricDTO[] metrics) {
+    super(0);
+    this.metrics = metrics == null ? null : metrics.clone();
+  }
+
+  /**
+   * Returns the metric discovery results.
+   *
+   * @return A copy of the result array.
+   */
+  public SemanticModelMetricDTO[] getMetrics() {
+    return metrics == null ? null : metrics.clone();
+  }
+
+  @Override
+  public void validate() throws IllegalArgumentException {
+    super.validate();
+    Preconditions.checkArgument(metrics != null, "metrics must not be null");
+    for (SemanticModelMetricDTO metric : metrics) {
+      Preconditions.checkArgument(metric != null, "metrics must not contain 
null");

Review Comment:
   Nit: `validate()` only rejects null elements. A deserialized 
`SemanticModelMetricDTO` can still have a null `namespace` or `metric` (the 
private constructor allows it), and the Java client would then hit an NPE in 
`namespace()`/`metric()` instead of a validation error. Could you also check 
those two fields here, or add a `validate()` to the DTO, before the client 
support lands?



##########
core/src/main/java/org/apache/gravitino/EntityStore.java:
##########
@@ -30,10 +30,37 @@
 import org.apache.gravitino.Entity.EntityType;
 import org.apache.gravitino.exceptions.NoSuchEntityException;
 import org.apache.gravitino.meta.SchemaEntity;
+import org.apache.gravitino.semantic.SemanticModelMetric;
 import org.apache.gravitino.utils.Executable;
 
 public interface EntityStore extends Closeable {
 
+  /**
+   * Reads metric identifiers in a schema without loading complete Semantic 
Models.
+   *
+   * @param namespace The full schema namespace.
+   * @return Metric identifiers from one consistent statement or read snapshot.
+   * @throws NoSuchEntityException If the schema does not exist.
+   * @throws IOException If the read fails.
+   */
+  default List<NameIdentifier> listSemanticModelMetrics(Namespace namespace) 
throws IOException {

Review Comment:
   Nit: the default implementations throw `UnsupportedOperationException`, but 
the Javadoc only lists `NoSuchEntityException` and `IOException`. 
`ManagedSemanticModelOperations` doesn't catch it, so a store without these 
methods surfaces an undocumented 500. Please add `@throws 
UnsupportedOperationException` here, on `listSemanticModelMetricInfos`, and on 
the two methods in `RelationalBackend`.



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