talatuyarer commented on code in PR #12808:
URL: https://github.com/apache/iceberg/pull/12808#discussion_r2051079976


##########
bigquery/src/main/java/org/apache/iceberg/gcp/bigquery/BigQueryMetaStoreClientImpl.java:
##########
@@ -0,0 +1,620 @@
+/*
+ * 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.iceberg.gcp.bigquery;
+
+import com.google.api.client.googleapis.javanet.GoogleNetHttpTransport;
+import com.google.api.client.http.HttpHeaders;
+import com.google.api.client.http.HttpResponse;
+import com.google.api.client.http.HttpResponseException;
+import com.google.api.client.http.HttpStatusCodes;
+import com.google.api.client.json.gson.GsonFactory;
+import com.google.api.client.util.Data;
+import com.google.api.services.bigquery.Bigquery;
+import com.google.api.services.bigquery.BigqueryScopes;
+import com.google.api.services.bigquery.model.Dataset;
+import com.google.api.services.bigquery.model.DatasetList;
+import com.google.api.services.bigquery.model.DatasetList.Datasets;
+import com.google.api.services.bigquery.model.DatasetReference;
+import com.google.api.services.bigquery.model.ExternalCatalogDatasetOptions;
+import com.google.api.services.bigquery.model.ExternalCatalogTableOptions;
+import com.google.api.services.bigquery.model.Table;
+import com.google.api.services.bigquery.model.TableList;
+import com.google.api.services.bigquery.model.TableList.Tables;
+import com.google.api.services.bigquery.model.TableReference;
+import com.google.api.services.bigquery.model.TableSchema;
+import com.google.auth.http.HttpCredentialsAdapter;
+import com.google.auth.oauth2.GoogleCredentials;
+import com.google.cloud.BaseServiceException;
+import com.google.cloud.ExceptionHandler;
+import com.google.cloud.bigquery.BigQueryErrorMessages;
+import com.google.cloud.bigquery.BigQueryOptions;
+import com.google.cloud.bigquery.BigQueryRetryConfig;
+import com.google.cloud.bigquery.BigQueryRetryHelper;
+import java.io.IOException;
+import java.nio.charset.StandardCharsets;
+import java.security.GeneralSecurityException;
+import java.util.List;
+import java.util.Locale;
+import java.util.Map;
+import java.util.Set;
+import java.util.concurrent.Callable;
+import java.util.stream.Collectors;
+import java.util.stream.Stream;
+import org.apache.iceberg.BaseMetastoreTableOperations;
+import org.apache.iceberg.exceptions.AlreadyExistsException;
+import org.apache.iceberg.exceptions.BadRequestException;
+import org.apache.iceberg.exceptions.ForbiddenException;
+import org.apache.iceberg.exceptions.NoSuchIcebergTableException;
+import org.apache.iceberg.exceptions.NoSuchNamespaceException;
+import org.apache.iceberg.exceptions.NoSuchTableException;
+import org.apache.iceberg.exceptions.NotAuthorizedException;
+import org.apache.iceberg.exceptions.RuntimeIOException;
+import org.apache.iceberg.exceptions.ServiceFailureException;
+import org.apache.iceberg.exceptions.ServiceUnavailableException;
+import org.apache.iceberg.exceptions.ValidationException;
+import org.apache.iceberg.relocated.com.google.common.base.Preconditions;
+import org.apache.iceberg.relocated.com.google.common.collect.Lists;
+import org.apache.iceberg.relocated.com.google.common.collect.Maps;
+
+/** A client of Google Bigquery Metastore functions over the BigQuery service. 
*/
+public final class BigQueryMetaStoreClientImpl implements 
BigQueryMetaStoreClient {
+
+  public static final ExceptionHandler.Interceptor 
EXCEPTION_HANDLER_INTERCEPTOR =
+      new ExceptionHandler.Interceptor() {
+
+        private static final long serialVersionUID = -8429573486870467828L;
+
+        @Override
+        public RetryResult afterEval(Exception exception, RetryResult 
retryResult) {
+          return ExceptionHandler.Interceptor.RetryResult.CONTINUE_EVALUATION;
+        }
+
+        @Override
+        public RetryResult beforeEval(Exception exception) {
+          if (exception instanceof BaseServiceException) {
+            boolean retriable = ((BaseServiceException) 
exception).isRetryable();
+            return retriable
+                ? ExceptionHandler.Interceptor.RetryResult.RETRY
+                : ExceptionHandler.Interceptor.RetryResult.CONTINUE_EVALUATION;
+          }
+          return ExceptionHandler.Interceptor.RetryResult.CONTINUE_EVALUATION;
+        }
+      };
+
+  private final Bigquery client;
+  private final BigQueryOptions bigqueryOptions;
+
+  // Retry config with error messages and regex for rate limit exceeded errors.
+  private static final BigQueryRetryConfig DEFAULT_RETRY_CONFIG =
+      BigQueryRetryConfig.newBuilder()
+          .retryOnMessage(BigQueryErrorMessages.RATE_LIMIT_EXCEEDED_MSG)
+          .retryOnMessage(BigQueryErrorMessages.JOB_RATE_LIMIT_EXCEEDED_MSG)
+          
.retryOnRegEx(BigQueryErrorMessages.RetryRegExPatterns.RATE_LIMIT_EXCEEDED_REGEX)
+          .build();
+
+  public static final ExceptionHandler BIGQUERY_EXCEPTION_HANDLER =
+      ExceptionHandler.newBuilder()
+          .abortOn(RuntimeException.class)
+          .retryOn(java.net.ConnectException.class) // retry on Connection 
Exception
+          .retryOn(java.net.UnknownHostException.class) // retry on 
UnknownHostException
+          .addInterceptors(EXCEPTION_HANDLER_INTERCEPTOR)
+          .build();
+
+  /** Constructs a client of the Google BigQuery service. */
+  public BigQueryMetaStoreClientImpl(BigQueryOptions options)
+      throws IOException, GeneralSecurityException {
+    // Initialize client that will be used to send requests. This client only 
needs to be created
+    // once, and can be reused for multiple requests
+    HttpCredentialsAdapter httpCredentialsAdapter =
+        new HttpCredentialsAdapter(
+            
GoogleCredentials.getApplicationDefault().createScoped(BigqueryScopes.all()));
+    this.client =
+        new Bigquery.Builder(
+                GoogleNetHttpTransport.newTrustedTransport(),
+                GsonFactory.getDefaultInstance(),
+                httpRequest -> {
+                  httpCredentialsAdapter.initialize(httpRequest);
+                  // Instead of throwing exceptions, analyze the HttpResponse 
object and inspect its
+                  // status code. This will allow BigQuery API errors to be 
converted into Iceberg
+                  // exceptions.
+                  httpRequest.setThrowExceptionOnExecuteError(false);
+                })
+            .setApplicationName("BigQuery Metastore Iceberg Catalog Plugin")
+            .build();
+    this.bigqueryOptions = options;
+  }
+
+  @Override
+  public Dataset createDataset(Dataset dataset) {
+    // TODO (b/399885863): Ensure Dataset creation is idempotent when handling 
retries.

Review Comment:
   it is internal Jira ticket id. Removed  most of places. 



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