Created
May 6, 2023 03:15
-
-
Save Samrose-Ahmed/8587b27d39bf22337426f2bc2840c5e9 to your computer and use it in GitHub Desktop.
test123
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
import com.amazonaws.services.glue.GlueContext | |
import com.amazonaws.services.glue.util.GlueArgParser | |
import com.amazonaws.services.glue.util.Job | |
import org.apache.spark.SparkConf | |
import org.apache.spark.SparkContext | |
import org.apache.spark.sql.Dataset | |
import org.apache.spark.sql.Row | |
import org.apache.spark.sql.SaveMode | |
import org.apache.spark.sql.SparkSession | |
import org.apache.spark.sql.functions.from_json | |
import org.apache.spark.sql.streaming.Trigger | |
import scala.collection.JavaConverters._ | |
import org.apache.iceberg.PartitionSpec | |
import org.apache.iceberg.Schema | |
import org.apache.iceberg.SchemaParser | |
import org.apache.iceberg.aws.glue.GlueCatalog | |
import org.apache.iceberg.catalog.Namespace | |
import org.apache.iceberg.catalog.TableIdentifier | |
import org.apache.iceberg.spark.actions.SparkActions | |
object GlueApp { | |
val bucket = "matanodpcommonstack-matanolakestoragebucketf56b77-clgql6xfvs3r" | |
val icebergProperties = Map( | |
"catalog-name" -> "iceberg", | |
"catalog-impl" -> "org.apache.iceberg.aws.glue.GlueCatalog", | |
"warehouse" -> s"s3://$bucket/lake", | |
"io-impl" -> "org.apache.iceberg.aws.s3.S3FileIO" | |
) | |
val icebergCatalog = { | |
val ret = new GlueCatalog() | |
ret.initialize("glue_catalog", icebergProperties.asJava) | |
ret | |
} | |
def main(sysArgs: Array[String]) { | |
val conf = new SparkConf() | |
conf.set("spark.sql.catalog.glue_catalog", "org.apache.iceberg.spark.SparkCatalog") | |
conf.set("spark.sql.catalog.glue_catalog.warehouse", s"$bucket/lake") | |
conf.set("spark.sql.catalog.glue_catalog.catalog-impl", "org.apache.iceberg.aws.glue.GlueCatalog") | |
conf.set("spark.sql.catalog.glue_catalog.io-impl", "org.apache.iceberg.aws.s3.S3FileIO") | |
conf.set("spark.sql.extensions", "org.apache.iceberg.spark.extensions.IcebergSparkSessionExtensions") | |
conf.set("spark.sql.iceberg.handle-timestamp-without-timezone", "true") | |
val spark: SparkContext = new SparkContext(conf) | |
val glueContext: GlueContext = new GlueContext(spark) | |
val sparkSession: SparkSession = glueContext.getSparkSession | |
import sparkSession.implicits._ | |
val args = GlueArgParser.getResolvedOptions(sysArgs, Seq("JOB_NAME").toArray) | |
Job.init(args("JOB_NAME"), glueContext, args.asJava) | |
val tableName = "aws_cloudtrail" | |
val tableId = TableIdentifier.of(Namespace.of("matano"), tableName) | |
val table = icebergCatalog.loadTable(tableId) | |
val expireTime = System.currentTimeMillis() - 500 * 1000 | |
SparkActions | |
.get(sparkSession) | |
.expireSnapshots(table) | |
.expireOlderThan(expireTime) | |
.execute(); | |
SparkActions | |
.get(sparkSession) | |
.deleteOrphanFiles(table) | |
.olderThan(expireTime) | |
.execute(); | |
} | |
} |
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment