Copilot commented on code in PR #1985:
URL: https://github.com/apache/polaris/pull/1985#discussion_r2178628508


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integration-tests/src/main/java/org/apache/polaris/service/it/ext/SparkSessionBuilder.java:
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@@ -0,0 +1,293 @@
+/*
+ * 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.service.it.ext;
+
+import java.net.URI;
+import java.util.ArrayList;
+import java.util.List;
+import org.apache.polaris.service.it.env.PolarisApiEndpoints;
+import org.apache.spark.sql.SparkSession;
+
+/**
+ * A fluent builder for configuring SparkSession instances with Polaris 
catalogs.
+ *
+ * <p>Example usage:
+ *
+ * <pre>
+ * SparkSession session = SparkSessionBuilder
+ *     .withTestDefaults()
+ *     .addCatalog("catalog1", CatalogType.ICEBERG, endpoints, token)
+ *     .addCatalog("catalog2", CatalogType.ICEBERG, endpoints, token)
+ *     .createSession();
+ * </pre>
+ */
+public class SparkSessionBuilder {
+
+  public enum CatalogType {
+    ICEBERG("org.apache.iceberg.spark.SparkCatalog"),
+    POLARIS("org.apache.polaris.spark.SparkCatalog");
+
+    private final String implementationClass;
+
+    CatalogType(String implementationClass) {
+      this.implementationClass = implementationClass;
+    }
+
+    public String getImplementationClass() {
+      return implementationClass;
+    }
+  }
+
+  public enum ExtensionType {
+    
ICEBERG_ONLY("org.apache.iceberg.spark.extensions.IcebergSparkSessionExtensions"),
+    ICEBERG_AND_DELTA(
+        
"org.apache.iceberg.spark.extensions.IcebergSparkSessionExtensions,io.delta.sql.DeltaSparkSessionExtension");
+
+    private final String extensionClasses;
+
+    ExtensionType(String extensionClasses) {
+      this.extensionClasses = extensionClasses;
+    }
+
+    public String getExtensionClasses() {
+      return extensionClasses;
+    }
+  }
+
+  private static class ConfigPair {
+    final String key;
+    final String value;
+
+    ConfigPair(String key, String value) {
+      this.key = key;
+      this.value = value;
+    }
+  }
+
+  /** Configuration for a single catalog. */
+  private static class CatalogConfig {
+    final String catalogName;
+    final CatalogType catalogType;
+    final PolarisApiEndpoints endpoints;
+    final String token;
+    final List<ConfigPair> catalogSpecificConfigs;
+
+    CatalogConfig(
+        String catalogName,
+        CatalogType catalogType,
+        PolarisApiEndpoints endpoints,
+        String token,
+        List<ConfigPair> catalogSpecificConfigs) {
+      this.catalogName = catalogName;
+      this.catalogType = catalogType;
+      this.endpoints = endpoints;
+      this.token = token;
+      this.catalogSpecificConfigs =
+          catalogSpecificConfigs != null ? catalogSpecificConfigs : new 
ArrayList<>();
+    }
+  }
+
+  private final SparkSession.Builder builder;
+  private final List<CatalogConfig> catalogs = new ArrayList<>();
+  private final List<ConfigPair> additionalConfigs = new ArrayList<>();
+
+  private ExtensionType extensionType = ExtensionType.ICEBERG_ONLY;
+  private URI warehouseDir;
+  private boolean includeDeltaCatalogConfig = false;
+
+  private SparkSessionBuilder(SparkSession.Builder builder) {
+    this.builder = builder;
+  }
+
+  /**
+   * Create a SparkSessionBuilder with common test defaults: local master and 
disabled UI.
+   *
+   * @return new builder instance with test defaults
+   */
+  public static SparkSessionBuilder withTestDefaults() {
+    return new 
SparkSessionBuilder(SparkSession.builder()).withLocalMaster().withDisabledUI();
+  }
+
+  public SparkSessionBuilder master(String master) {
+    this.builder.master(master);
+    return this;
+  }
+
+  public SparkSessionBuilder appName(String name) {
+    this.builder.appName(name);
+    return this;
+  }
+
+  public SparkSessionBuilder withLocalMaster(int cores) {
+    return master(String.format("local[%d]", cores));
+  }
+
+  public SparkSessionBuilder withLocalMaster() {
+    return withLocalMaster(1);
+  }
+
+  public SparkSessionBuilder withDisabledUI() {
+    return withConfig("spark.ui.showConsoleProgress", "false")
+        .withConfig("spark.ui.enabled", "false");
+  }
+
+  public SparkSessionBuilder withWarehouse(URI warehouseDir) {
+    this.warehouseDir = warehouseDir;
+    return this;
+  }
+
+  public SparkSessionBuilder withExtensions(ExtensionType extensionType) {
+    this.extensionType = extensionType;
+    return this;
+  }
+
+  public SparkSessionBuilder withDeltaCatalogConfig() {
+    this.includeDeltaCatalogConfig = true;
+    return this;
+  }
+
+  public SparkSessionBuilder withS3MockContainer() {
+    return withS3FileSystem("foo", "bar");
+  }
+
+  public SparkSessionBuilder withS3FileSystem(String accessKey, String 
secretKey) {
+    return withConfig("spark.hadoop.fs.s3.impl", 
"org.apache.hadoop.fs.s3a.S3AFileSystem")
+        .withConfig(
+            "spark.hadoop.fs.s3.aws.credentials.provider",
+            "org.apache.hadoop.fs.s3.TemporaryAWSCredentialsProvider")
+        .withConfig("spark.hadoop.fs.s3.access.key", accessKey)
+        .withConfig("spark.hadoop.fs.s3.secret.key", secretKey);
+  }
+
+  public SparkSessionBuilder addCatalog(
+      String catalogName, CatalogType catalogType, PolarisApiEndpoints 
endpoints, String token) {
+    this.catalogs.add(
+        new CatalogConfig(catalogName, catalogType, endpoints, token, new 
ArrayList<>()));
+    return this;
+  }
+
+  public SparkSessionBuilder withConfig(String key, String value) {
+    this.additionalConfigs.add(new ConfigPair(key, value));
+    return this;
+  }
+
+  public SparkSession createSession() {
+    return build().getOrCreate();
+  }
+
+  /**
+   * Build the underlying SparkSession.Builder with all configurations 
applied. Use this if you need
+   * to do additional configuration before creating the session.
+   *
+   * @return configured SparkSession.Builder
+   */
+  public SparkSession.Builder build() {
+    SparkSession.Builder configuredBuilder = builder;
+
+    // Apply core configurations
+    configuredBuilder = applyExtensions(configuredBuilder);
+    configuredBuilder = applyDeltaConfig(configuredBuilder);
+    configuredBuilder = applyWarehouseConfig(configuredBuilder);
+
+    // Apply catalog configurations
+    configuredBuilder = applyCatalogConfigurations(configuredBuilder);
+
+    // Apply additional configurations
+    configuredBuilder = applyAdditionalConfigurations(configuredBuilder);
+
+    return configuredBuilder;
+  }
+
+  private SparkSession.Builder applyExtensions(SparkSession.Builder builder) {
+    return builder.config("spark.sql.extensions", 
extensionType.getExtensionClasses());
+  }
+
+  private SparkSession.Builder applyDeltaConfig(SparkSession.Builder builder) {
+    if (includeDeltaCatalogConfig) {
+      builder =
+          builder.config(
+              "spark.sql.catalog.spark_catalog", 
"org.apache.spark.sql.delta.catalog.DeltaCatalog");
+    }
+    return builder;
+  }
+
+  private SparkSession.Builder applyWarehouseConfig(SparkSession.Builder 
builder) {
+    if (warehouseDir != null) {
+      builder = builder.config("spark.sql.warehouse.dir", 
warehouseDir.toString());
+    }
+    return builder;
+  }
+
+  private SparkSession.Builder applyCatalogConfigurations(SparkSession.Builder 
builder) {
+    for (CatalogConfig catalog : catalogs) {
+      builder = applySingleCatalogConfig(builder, catalog);
+    }
+    return builder;
+  }
+
+  private SparkSession.Builder applySingleCatalogConfig(

Review Comment:
   The original manual builder included a 
`spark.sql.catalog.<catalog>.s3.region` setting for each catalog, but 
`applySingleCatalogConfig` no longer adds this. Consider adding support for 
catalog-specific S3 region configuration to preserve the prior behavior.



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