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* Delta Lake 2.3.0 support Signed-off-by: Jason Lowe <jlowe@nvidia.com> * Make merge UDFs consistent with Delta Lake 2.4 --------- Signed-off-by: Jason Lowe <jlowe@nvidia.com>
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,98 @@ | ||
| <?xml version="1.0" encoding="UTF-8"?> | ||
| <!-- | ||
| Copyright (c) 2023, NVIDIA CORPORATION. | ||
| Licensed 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. | ||
| --> | ||
| <project xmlns="http://maven.apache.org/POM/4.0.0" | ||
| xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" | ||
| xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd"> | ||
| <modelVersion>4.0.0</modelVersion> | ||
|
|
||
| <parent> | ||
| <groupId>com.nvidia</groupId> | ||
| <artifactId>rapids-4-spark-parent_2.12</artifactId> | ||
| <version>23.12.0-SNAPSHOT</version> | ||
| <relativePath>../../pom.xml</relativePath> | ||
| </parent> | ||
|
|
||
| <artifactId>rapids-4-spark-delta-23x_2.12</artifactId> | ||
| <name>RAPIDS Accelerator for Apache Spark Delta Lake 2.3.x Support</name> | ||
| <description>Delta Lake 2.3.x support for the RAPIDS Accelerator for Apache Spark</description> | ||
| <version>23.12.0-SNAPSHOT</version> | ||
|
|
||
| <properties> | ||
| <rapids.module>../delta-lake/delta-23x</rapids.module> | ||
| <rapids.compressed.artifact>false</rapids.compressed.artifact> | ||
| <rapids.default.jar.excludePattern>**/*</rapids.default.jar.excludePattern> | ||
| <rapids.shim.jar.phase>package</rapids.shim.jar.phase> | ||
| </properties> | ||
|
|
||
| <dependencies> | ||
| <dependency> | ||
| <groupId>com.nvidia</groupId> | ||
| <artifactId>rapids-4-spark-sql_${scala.binary.version}</artifactId> | ||
| <version>${project.version}</version> | ||
| <classifier>${spark.version.classifier}</classifier> | ||
| <scope>provided</scope> | ||
| </dependency> | ||
| <dependency> | ||
| <groupId>io.delta</groupId> | ||
| <artifactId>delta-core_${scala.binary.version}</artifactId> | ||
| <version>2.3.0</version> | ||
| <scope>provided</scope> | ||
| </dependency> | ||
| <dependency> | ||
| <groupId>org.apache.spark</groupId> | ||
| <artifactId>spark-sql_${scala.binary.version}</artifactId> | ||
| </dependency> | ||
| </dependencies> | ||
|
|
||
| <build> | ||
| <plugins> | ||
| <plugin> | ||
| <groupId>org.codehaus.mojo</groupId> | ||
| <artifactId>build-helper-maven-plugin</artifactId> | ||
| <executions> | ||
| <execution> | ||
| <id>add-common-sources</id> | ||
| <phase>generate-sources</phase> | ||
| <goals> | ||
| <goal>add-source</goal> | ||
| </goals> | ||
| <configuration> | ||
| <sources> | ||
| <!-- #if scala-2.12 --> | ||
| <source>${project.basedir}/../common/src/main/scala</source> | ||
| <source>${project.basedir}/../common/src/main/delta-io/scala</source> | ||
| <!-- #endif scala-2.12 --> | ||
| <!-- #if scala-2.13 --><!-- | ||
| <source>${project.basedir}/../../${rapids.module}/../common/src/main/scala</source> | ||
| <source>${project.basedir}/../../${rapids.module}/../common/src/main/delta-io/scala</source> | ||
| --><!-- #endif scala-2.13 --> | ||
| </sources> | ||
| </configuration> | ||
| </execution> | ||
| </executions> | ||
| </plugin> | ||
| <plugin> | ||
| <groupId>net.alchim31.maven</groupId> | ||
| <artifactId>scala-maven-plugin</artifactId> | ||
| </plugin> | ||
| <plugin> | ||
| <groupId>org.apache.rat</groupId> | ||
| <artifactId>apache-rat-plugin</artifactId> | ||
| </plugin> | ||
| </plugins> | ||
| </build> | ||
| </project> |
58 changes: 58 additions & 0 deletions
58
...e/delta-23x/src/main/scala/com/nvidia/spark/rapids/delta/delta23x/DeleteCommandMeta.scala
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,58 @@ | ||
| /* | ||
| * Copyright (c) 2023, NVIDIA CORPORATION. | ||
| * | ||
| * Licensed 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 com.nvidia.spark.rapids.delta.delta23x | ||
|
|
||
| import com.nvidia.spark.rapids.{DataFromReplacementRule, RapidsConf, RapidsMeta, RunnableCommandMeta} | ||
| import com.nvidia.spark.rapids.delta.RapidsDeltaUtils | ||
|
|
||
| import org.apache.spark.sql.SparkSession | ||
| import org.apache.spark.sql.delta.commands.{DeleteCommand, DeletionVectorUtils} | ||
| import org.apache.spark.sql.delta.rapids.GpuDeltaLog | ||
| import org.apache.spark.sql.delta.rapids.delta23x.GpuDeleteCommand | ||
| import org.apache.spark.sql.delta.sources.DeltaSQLConf | ||
| import org.apache.spark.sql.execution.command.RunnableCommand | ||
|
|
||
| class DeleteCommandMeta( | ||
| deleteCmd: DeleteCommand, | ||
| conf: RapidsConf, | ||
| parent: Option[RapidsMeta[_, _, _]], | ||
| rule: DataFromReplacementRule) | ||
| extends RunnableCommandMeta[DeleteCommand](deleteCmd, conf, parent, rule) { | ||
|
|
||
| override def tagSelfForGpu(): Unit = { | ||
| if (!conf.isDeltaWriteEnabled) { | ||
| willNotWorkOnGpu("Delta Lake output acceleration has been disabled. To enable set " + | ||
| s"${RapidsConf.ENABLE_DELTA_WRITE} to true") | ||
| } | ||
| val dvFeatureEnabled = DeletionVectorUtils.deletionVectorsWritable( | ||
| deleteCmd.deltaLog.unsafeVolatileSnapshot) | ||
| if (dvFeatureEnabled && deleteCmd.conf.getConf( | ||
| DeltaSQLConf.DELETE_USE_PERSISTENT_DELETION_VECTORS)) { | ||
| // https://github.com/NVIDIA/spark-rapids/issues/8554 | ||
| willNotWorkOnGpu("Deletion vectors are not supported on GPU") | ||
| } | ||
| RapidsDeltaUtils.tagForDeltaWrite(this, deleteCmd.target.schema, Some(deleteCmd.deltaLog), | ||
| Map.empty, SparkSession.active) | ||
| } | ||
|
|
||
| override def convertToGpu(): RunnableCommand = { | ||
| GpuDeleteCommand( | ||
| new GpuDeltaLog(deleteCmd.deltaLog, conf), | ||
| deleteCmd.target, | ||
| deleteCmd.condition) | ||
| } | ||
| } |
110 changes: 110 additions & 0 deletions
110
...ke/delta-23x/src/main/scala/com/nvidia/spark/rapids/delta/delta23x/Delta23xProvider.scala
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,110 @@ | ||
| /* | ||
| * Copyright (c) 2023, NVIDIA CORPORATION. | ||
| * | ||
| * Licensed 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 com.nvidia.spark.rapids.delta.delta23x | ||
|
|
||
| import com.nvidia.spark.rapids.{AtomicCreateTableAsSelectExecMeta, AtomicReplaceTableAsSelectExecMeta, GpuExec, GpuOverrides, GpuReadParquetFileFormat, RunnableCommandRule, SparkPlanMeta} | ||
| import com.nvidia.spark.rapids.delta.DeltaIOProvider | ||
|
|
||
| import org.apache.spark.sql.delta.DeltaParquetFileFormat | ||
| import org.apache.spark.sql.delta.DeltaParquetFileFormat.{IS_ROW_DELETED_COLUMN_NAME, ROW_INDEX_COLUMN_NAME} | ||
| import org.apache.spark.sql.delta.catalog.DeltaCatalog | ||
| import org.apache.spark.sql.delta.commands.{DeleteCommand, MergeIntoCommand, UpdateCommand} | ||
| import org.apache.spark.sql.delta.rapids.DeltaRuntimeShim | ||
| import org.apache.spark.sql.execution.FileSourceScanExec | ||
| import org.apache.spark.sql.execution.command.RunnableCommand | ||
| import org.apache.spark.sql.execution.datasources.FileFormat | ||
| import org.apache.spark.sql.execution.datasources.v2.{AtomicCreateTableAsSelectExec, AtomicReplaceTableAsSelectExec} | ||
| import org.apache.spark.sql.execution.datasources.v2.rapids.{GpuAtomicCreateTableAsSelectExec, GpuAtomicReplaceTableAsSelectExec} | ||
|
|
||
| object Delta23xProvider extends DeltaIOProvider { | ||
|
|
||
| override def getRunnableCommandRules: Map[Class[_ <: RunnableCommand], | ||
| RunnableCommandRule[_ <: RunnableCommand]] = { | ||
| Seq( | ||
| GpuOverrides.runnableCmd[DeleteCommand]( | ||
| "Delete rows from a Delta Lake table", | ||
| (a, conf, p, r) => new DeleteCommandMeta(a, conf, p, r)) | ||
| .disabledByDefault("Delta Lake delete support is experimental"), | ||
| GpuOverrides.runnableCmd[MergeIntoCommand]( | ||
| "Merge of a source query/table into a Delta table", | ||
| (a, conf, p, r) => new MergeIntoCommandMeta(a, conf, p, r)) | ||
| .disabledByDefault("Delta Lake merge support is experimental"), | ||
| GpuOverrides.runnableCmd[UpdateCommand]( | ||
| "Update rows in a Delta Lake table", | ||
| (a, conf, p, r) => new UpdateCommandMeta(a, conf, p, r)) | ||
| .disabledByDefault("Delta Lake update support is experimental") | ||
| ).map(r => (r.getClassFor.asSubclass(classOf[RunnableCommand]), r)).toMap | ||
| } | ||
|
|
||
| override def tagSupportForGpuFileSourceScan(meta: SparkPlanMeta[FileSourceScanExec]): Unit = { | ||
| val format = meta.wrapped.relation.fileFormat | ||
| if (format.getClass == classOf[DeltaParquetFileFormat]) { | ||
| val deltaFormat = format.asInstanceOf[DeltaParquetFileFormat] | ||
| val requiredSchema = meta.wrapped.requiredSchema | ||
| if (requiredSchema.exists(_.name == IS_ROW_DELETED_COLUMN_NAME)) { | ||
| meta.willNotWorkOnGpu( | ||
| s"reading metadata column $IS_ROW_DELETED_COLUMN_NAME is not supported") | ||
| } | ||
| if (requiredSchema.exists(_.name == ROW_INDEX_COLUMN_NAME)) { | ||
| meta.willNotWorkOnGpu( | ||
| s"reading metadata column $ROW_INDEX_COLUMN_NAME is not supported") | ||
| } | ||
| if (deltaFormat.hasDeletionVectorMap()) { | ||
| meta.willNotWorkOnGpu("deletion vectors are not supported") | ||
| } | ||
| GpuReadParquetFileFormat.tagSupport(meta) | ||
| } else { | ||
| meta.willNotWorkOnGpu(s"format ${format.getClass} is not supported") | ||
| } | ||
| } | ||
|
|
||
| override def getReadFileFormat(format: FileFormat): FileFormat = { | ||
| val cpuFormat = format.asInstanceOf[DeltaParquetFileFormat] | ||
| GpuDelta23xParquetFileFormat(cpuFormat.metadata, cpuFormat.isSplittable) | ||
| } | ||
|
|
||
| override def convertToGpu( | ||
| cpuExec: AtomicCreateTableAsSelectExec, | ||
| meta: AtomicCreateTableAsSelectExecMeta): GpuExec = { | ||
| val cpuCatalog = cpuExec.catalog.asInstanceOf[DeltaCatalog] | ||
| GpuAtomicCreateTableAsSelectExec( | ||
| DeltaRuntimeShim.getGpuDeltaCatalog(cpuCatalog, meta.conf), | ||
| cpuExec.ident, | ||
| cpuExec.partitioning, | ||
| cpuExec.plan, | ||
| meta.childPlans.head.convertIfNeeded(), | ||
| cpuExec.tableSpec, | ||
| cpuExec.writeOptions, | ||
| cpuExec.ifNotExists) | ||
| } | ||
|
|
||
| override def convertToGpu( | ||
| cpuExec: AtomicReplaceTableAsSelectExec, | ||
| meta: AtomicReplaceTableAsSelectExecMeta): GpuExec = { | ||
| val cpuCatalog = cpuExec.catalog.asInstanceOf[DeltaCatalog] | ||
| GpuAtomicReplaceTableAsSelectExec( | ||
| DeltaRuntimeShim.getGpuDeltaCatalog(cpuCatalog, meta.conf), | ||
| cpuExec.ident, | ||
| cpuExec.partitioning, | ||
| cpuExec.plan, | ||
| meta.childPlans.head.convertIfNeeded(), | ||
| cpuExec.tableSpec, | ||
| cpuExec.writeOptions, | ||
| cpuExec.orCreate, | ||
| cpuExec.invalidateCache) | ||
| } | ||
| } |
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