obelix74 commented on code in PR #3385:
URL: https://github.com/apache/polaris/pull/3385#discussion_r2820077265


##########
persistence/relational-jdbc/src/main/java/org/apache/polaris/persistence/relational/jdbc/JdbcMetricsPersistence.java:
##########
@@ -0,0 +1,475 @@
+/*
+ * 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.polaris.persistence.relational.jdbc;
+
+import static 
org.apache.polaris.persistence.relational.jdbc.QueryGenerator.PreparedQuery;
+
+import jakarta.annotation.Nonnull;
+import jakarta.annotation.Nullable;
+import java.sql.SQLException;
+import java.util.ArrayList;
+import java.util.Collections;
+import java.util.List;
+import java.util.stream.Collectors;
+import org.apache.polaris.core.persistence.metrics.CommitMetricsRecord;
+import org.apache.polaris.core.persistence.metrics.MetricsPersistence;
+import org.apache.polaris.core.persistence.metrics.MetricsQueryCriteria;
+import org.apache.polaris.core.persistence.metrics.ReportIdToken;
+import org.apache.polaris.core.persistence.metrics.ScanMetricsRecord;
+import org.apache.polaris.core.persistence.pagination.Page;
+import org.apache.polaris.core.persistence.pagination.PageToken;
+import org.apache.polaris.core.persistence.pagination.Token;
+import 
org.apache.polaris.persistence.relational.jdbc.models.ModelCommitMetricsReport;
+import 
org.apache.polaris.persistence.relational.jdbc.models.ModelCommitMetricsReportConverter;
+import 
org.apache.polaris.persistence.relational.jdbc.models.ModelScanMetricsReport;
+import 
org.apache.polaris.persistence.relational.jdbc.models.ModelScanMetricsReportConverter;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+
+/**
+ * JDBC implementation of {@link MetricsPersistence}.
+ *
+ * <p>This class provides direct JDBC persistence for metrics reports, 
converting between SPI record
+ * types ({@link ScanMetricsRecord}, {@link CommitMetricsRecord}) and JDBC 
model types ({@link
+ * ModelScanMetricsReport}, {@link ModelCommitMetricsReport}).
+ *
+ * <p>Metrics tables (scan_metrics_report, commit_metrics_report) were 
introduced in schema version
+ * 4. On older schemas, all operations are no-ops.
+ */
+public class JdbcMetricsPersistence implements MetricsPersistence {
+
+  private static final Logger LOGGER = 
LoggerFactory.getLogger(JdbcMetricsPersistence.class);
+
+  // Minimum schema version that includes metrics tables
+  private static final int METRICS_TABLES_MIN_SCHEMA_VERSION = 4;
+
+  private final DatasourceOperations datasourceOperations;
+  private final String realmId;
+  private final int schemaVersion;
+
+  /**
+   * Creates a new JdbcMetricsPersistence instance.
+   *
+   * @param datasourceOperations the datasource operations for JDBC access
+   * @param realmId the realm ID for multi-tenancy
+   * @param schemaVersion the current schema version
+   */
+  public JdbcMetricsPersistence(
+      DatasourceOperations datasourceOperations, String realmId, int 
schemaVersion) {
+    this.datasourceOperations = datasourceOperations;
+    this.realmId = realmId;
+    this.schemaVersion = schemaVersion;
+  }
+
+  /**
+   * Returns true if the current schema version supports metrics persistence 
tables.
+   *
+   * @return true if schema version >= 4, false otherwise
+   */
+  @Override
+  public boolean supportsMetricsPersistence() {
+    return this.schemaVersion >= METRICS_TABLES_MIN_SCHEMA_VERSION;
+  }
+
+  @Override
+  public void writeScanReport(@Nonnull ScanMetricsRecord record) {
+    if (!supportsMetricsPersistence()) {
+      LOGGER.debug(
+          "Schema version {} does not support metrics tables. Skipping scan 
metrics write.",
+          schemaVersion);
+      return;
+    }
+    ModelScanMetricsReport model = SpiModelConverter.toModelScanReport(record, 
realmId);
+    writeScanMetricsReport(model);
+  }
+
+  @Override
+  public void writeCommitReport(@Nonnull CommitMetricsRecord record) {
+    if (!supportsMetricsPersistence()) {
+      LOGGER.debug(

Review Comment:
   Fixed.



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