Apache Iceberg 是一个通用的数据表格式,可在不同的存储后端(如 Hadoop HDFS,Amazon S3 和 Google Cloud Storage)上运行。在使用 GCS 进行数据迁移时,需要使用原子重命名操作来确保数据的一致性和持久性。以下是使用 Java 代码实现 Apache Iceberg 在 GCS 上的原子重命名操作的示例:
import com.google.cloud.storage.BlobInfo;
import com.google.cloud.storage.Storage;
import com.google.cloud.storage.StorageOptions;
import org.apache.iceberg.common.DynMethods;
import org.apache.iceberg.util.Tasks;
import java.util.UUID;
import java.util.concurrent.Callable;
import java.util.concurrent.ExecutionException;
import java.util.stream.Collectors;
import java.util.stream.Stream;
public class GcsAtomicRename implements Callable {
private static final int MAX_RETRIES = 8;
private static final int INITIAL_BACKOFF_MS = 100;
private final String container;
private final String containerPath;
private final String srcPath;
private final String dstPath;
public GcsAtomicRename(String container, String containerPath, String srcPath, String dstPath) {
this.container = container;
this.containerPath = containerPath;
this.srcPath = srcPath;
this.dstPath = dstPath;
}
@Override
public Void call() throws Exception {
Storage storage = StorageOptions.getDefaultInstance().getService();
String randomId = UUID.randomUUID().toString();
BlobInfo srcBlob = BlobInfo.newBuilder(container, containerPath + "/" + srcPath).build();
BlobInfo dstBlob = BlobInfo.newBuilder(container, containerPath + "/." + randomId + "._" + dstPath).build();
boolean copied;
do {
copied = storage.copy(srcBlob, dstBlob).getContent() != null;
} while (!copied);
Tasks.foreach(Stream.generate(() -> null)
.limit(MAX_RETRIES)
.collect(Collectors.toList()))
.retry(MAX_RETRIES)
.exponentialBackoff(INITIAL_BACKOFF_MS, 2.0)
.onlyRetryOn(ExecutionException.class)
.run(ignore -> {
storage.delete(srcBlob.getBlobId