yuqi1129 commented on code in PR #14143:
URL: https://github.com/apache/gravitino/pull/14143#discussion_r4399805889


##########
core/src/main/java/org/apache/gravitino/storage/relational/service/SemanticModelMetricService.java:
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@@ -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:
   Thanks for linking #13107, keeping the sanitization there makes sense.
   
   The other half is still open: the snapshot-missing check (`Missing current 
snapshot for Semantic Model %s`, around line 91) reports the internal 
`semanticModelId`, while the decode failure below reports the full model 
identifier. Could you use the same identification in both, e.g. 
`NameIdentifier.of(metricNamespace.levels())` for the snapshot check too, or 
note here why the id is preferred? Non-blocking.



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