(allocator_id); ```
- *
- * The ID "allocator_id" can be retrieved from Java API {@link
- * CHNativeMemoryAllocator#getNativeInstanceId()}.
- *
- *
FIXME: to export the native APIs in a standard way
- */
-public abstract class CHNativeMemoryAllocators {
- private CHNativeMemoryAllocators() {}
-
- private static final CHNativeMemoryAllocator GLOBAL = CHNativeMemoryAllocator.getDefault();
-
- private static CHNativeMemoryAllocatorManager createNativeMemoryAllocatorManager(
- String name,
- TaskMemoryManager taskMemoryManager,
- Spiller spiller,
- SimpleMemoryUsageRecorder usage) {
-
- CHManagedCHReservationListener rl =
- new CHManagedCHReservationListener(
- MemoryTargets.newConsumer(taskMemoryManager, name, spiller, Collections.emptyMap()),
- usage);
- return new CHNativeMemoryAllocatorManagerImpl(CHNativeMemoryAllocator.createListenable(rl));
- }
-
- public static CHNativeMemoryAllocator contextInstance() {
- if (!TaskResources.inSparkTask()) {
- return globalInstance();
- }
-
- final String id = CHNativeMemoryAllocatorManager.class.toString();
- if (!TaskResources.isResourceRegistered(id)) {
- final CHNativeMemoryAllocatorManager manager =
- createNativeMemoryAllocatorManager(
- "ContextInstance",
- TaskResources.getLocalTaskContext().taskMemoryManager(),
- Spillers.NOOP,
- TaskResources.getSharedUsage());
- TaskResources.addResource(id, manager);
- }
- return ((CHNativeMemoryAllocatorManager) TaskResources.getResource(id)).getManaged();
- }
-
- public static CHNativeMemoryAllocator contextInstanceForUT() {
- return CHNativeMemoryAllocator.getDefaultForUT();
- }
-
- public static CHNativeMemoryAllocator createSpillable(String name, Spiller spiller) {
- if (!TaskResources.inSparkTask()) {
- throw new IllegalStateException("spiller must be used in a Spark task");
- }
-
- final CHNativeMemoryAllocatorManager manager =
- createNativeMemoryAllocatorManager(
- name,
- TaskResources.getLocalTaskContext().taskMemoryManager(),
- spiller,
- TaskResources.getSharedUsage());
- TaskResources.addAnonymousResource(manager);
- // force add memory consumer to task memory manager, will release by inactivate
- manager.getManaged().listener().reserve(1);
- return manager.getManaged();
- }
-
- public static CHNativeMemoryAllocator globalInstance() {
- return GLOBAL;
- }
-}
diff --git a/backends-clickhouse/src/main/java/org/apache/gluten/memory/alloc/CHReservationListener.java b/backends-clickhouse/src/main/java/org/apache/gluten/memory/alloc/CHReservationListener.java
deleted file mode 100644
index 926c4426d3d5..000000000000
--- a/backends-clickhouse/src/main/java/org/apache/gluten/memory/alloc/CHReservationListener.java
+++ /dev/null
@@ -1,53 +0,0 @@
-/*
- * 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.gluten.memory.alloc;
-
-public interface CHReservationListener {
- CHReservationListener NOOP =
- new CHReservationListener() {
- @Override
- public void reserveOrThrow(long size) {}
-
- @Override
- public long reserve(long size) {
- return 0L;
- }
-
- @Override
- public long unreserve(long size) {
- return 0L;
- }
-
- @Override
- public void inactivate() {}
-
- @Override
- public long currentMemory() {
- return 0L;
- }
- };
-
- long reserve(long size);
-
- void reserveOrThrow(long size);
-
- long unreserve(long size);
-
- void inactivate();
-
- long currentMemory();
-}
diff --git a/backends-clickhouse/src/main/java/org/apache/gluten/metrics/OperatorMetrics.java b/backends-clickhouse/src/main/java/org/apache/gluten/metrics/OperatorMetrics.java
index 8dcb0ef74b13..53c822b416ce 100644
--- a/backends-clickhouse/src/main/java/org/apache/gluten/metrics/OperatorMetrics.java
+++ b/backends-clickhouse/src/main/java/org/apache/gluten/metrics/OperatorMetrics.java
@@ -27,6 +27,9 @@ public class OperatorMetrics implements IOperatorMetrics {
public JoinParams joinParams;
public AggregationParams aggParams;
+ public long physicalWrittenBytes;
+ public long numWrittenFiles;
+
/** Create an instance for operator metrics. */
public OperatorMetrics(
List metricsList, JoinParams joinParams, AggregationParams aggParams) {
diff --git a/backends-clickhouse/src/main/java/org/apache/gluten/vectorized/BatchIterator.java b/backends-clickhouse/src/main/java/org/apache/gluten/vectorized/BatchIterator.java
index 1fbb6053a2af..1809ed26e692 100644
--- a/backends-clickhouse/src/main/java/org/apache/gluten/vectorized/BatchIterator.java
+++ b/backends-clickhouse/src/main/java/org/apache/gluten/vectorized/BatchIterator.java
@@ -19,11 +19,8 @@
import org.apache.gluten.metrics.IMetrics;
import org.apache.gluten.metrics.NativeMetrics;
-import org.apache.spark.sql.execution.utils.CHExecUtil;
-import org.apache.spark.sql.vectorized.ColumnVector;
import org.apache.spark.sql.vectorized.ColumnarBatch;
-import java.io.IOException;
import java.util.concurrent.atomic.AtomicBoolean;
public class BatchIterator extends GeneralOutIterator {
@@ -43,8 +40,6 @@ public String getId() {
private native boolean nativeHasNext(long nativeHandle);
- private native byte[] nativeNext(long nativeHandle);
-
private native long nativeCHNext(long nativeHandle);
private native void nativeClose(long nativeHandle);
@@ -54,22 +49,15 @@ public String getId() {
private native String nativeFetchMetrics(long nativeHandle);
@Override
- public boolean hasNextInternal() throws IOException {
+ public boolean hasNextInternal() {
return nativeHasNext(handle);
}
@Override
- public ColumnarBatch nextInternal() throws IOException {
+ public ColumnarBatch nextInternal() {
long block = nativeCHNext(handle);
CHNativeBlock nativeBlock = new CHNativeBlock(block);
- int cols = nativeBlock.numColumns();
- ColumnVector[] columnVectors = new ColumnVector[cols];
- for (int i = 0; i < cols; i++) {
- columnVectors[i] =
- new CHColumnVector(
- CHExecUtil.inferSparkDataType(nativeBlock.getTypeByPosition(i)), block, i);
- }
- return new ColumnarBatch(columnVectors, nativeBlock.numRows());
+ return nativeBlock.toColumnarBatch();
}
@Override
diff --git a/backends-clickhouse/src/main/java/org/apache/gluten/vectorized/CHColumnVector.java b/backends-clickhouse/src/main/java/org/apache/gluten/vectorized/CHColumnVector.java
index 9cbb242824a9..88d6471c3cc1 100644
--- a/backends-clickhouse/src/main/java/org/apache/gluten/vectorized/CHColumnVector.java
+++ b/backends-clickhouse/src/main/java/org/apache/gluten/vectorized/CHColumnVector.java
@@ -25,7 +25,7 @@
public class CHColumnVector extends ColumnVector {
private final int columnPosition;
- private long blockAddress;
+ private final long blockAddress;
public CHColumnVector(DataType type, long blockAddress, int columnPosition) {
super(type);
diff --git a/backends-clickhouse/src/main/java/org/apache/gluten/vectorized/CHNativeBlock.java b/backends-clickhouse/src/main/java/org/apache/gluten/vectorized/CHNativeBlock.java
index f84327e7d9eb..e3c51ae28583 100644
--- a/backends-clickhouse/src/main/java/org/apache/gluten/vectorized/CHNativeBlock.java
+++ b/backends-clickhouse/src/main/java/org/apache/gluten/vectorized/CHNativeBlock.java
@@ -90,15 +90,13 @@ public static void closeFromColumnarBatch(ColumnarBatch cb) {
}
public ColumnarBatch toColumnarBatch() {
- ColumnVector[] vectors = new ColumnVector[numColumns()];
- for (int i = 0; i < numColumns(); i++) {
+ int numRows = numRows();
+ int cols = numColumns();
+ ColumnVector[] vectors = new ColumnVector[cols];
+ for (int i = 0; i < cols; i++) {
vectors[i] =
new CHColumnVector(CHExecUtil.inferSparkDataType(getTypeByPosition(i)), blockAddress, i);
}
- int numRows = 0;
- if (numColumns() != 0) {
- numRows = numRows();
- }
return new ColumnarBatch(vectors, numRows);
}
}
diff --git a/backends-clickhouse/src/main/java/org/apache/gluten/vectorized/CHNativeExpressionEvaluator.java b/backends-clickhouse/src/main/java/org/apache/gluten/vectorized/CHNativeExpressionEvaluator.java
index 45a9f01f7337..adcf827eaf16 100644
--- a/backends-clickhouse/src/main/java/org/apache/gluten/vectorized/CHNativeExpressionEvaluator.java
+++ b/backends-clickhouse/src/main/java/org/apache/gluten/vectorized/CHNativeExpressionEvaluator.java
@@ -18,7 +18,7 @@
import org.apache.gluten.GlutenConfig;
import org.apache.gluten.backendsapi.BackendsApiManager;
-import org.apache.gluten.memory.alloc.CHNativeMemoryAllocators;
+import org.apache.gluten.memory.CHThreadGroup;
import org.apache.gluten.substrait.expression.ExpressionBuilder;
import org.apache.gluten.substrait.expression.StringMapNode;
import org.apache.gluten.substrait.extensions.AdvancedExtensionNode;
@@ -28,6 +28,7 @@
import org.apache.spark.SparkConf;
import org.apache.spark.sql.internal.SQLConf;
+import java.nio.charset.StandardCharsets;
import java.util.Arrays;
import java.util.List;
import java.util.Map;
@@ -36,15 +37,12 @@
import scala.Tuple2;
import scala.collection.JavaConverters;
-public class CHNativeExpressionEvaluator {
- private final ExpressionEvaluatorJniWrapper jniWrapper;
+public class CHNativeExpressionEvaluator extends ExpressionEvaluatorJniWrapper {
- public CHNativeExpressionEvaluator() {
- jniWrapper = new ExpressionEvaluatorJniWrapper();
- }
+ private CHNativeExpressionEvaluator() {}
// Used to initialize the native computing.
- public void initNative(SparkConf conf) {
+ public static void initNative(SparkConf conf) {
Tuple2[] all = conf.getAll();
Map confMap =
Arrays.stream(all).collect(Collectors.toMap(Tuple2::_1, Tuple2::_2));
@@ -55,19 +53,19 @@ public void initNative(SparkConf conf) {
// Get the customer config from SparkConf for each backend
BackendsApiManager.getTransformerApiInstance().postProcessNativeConfig(nativeConfMap, prefix);
- jniWrapper.nativeInitNative(buildNativeConf(nativeConfMap));
+ nativeInitNative(buildNativeConf(nativeConfMap));
}
- public void finalizeNative() {
- jniWrapper.nativeFinalizeNative();
+ public static void finalizeNative() {
+ nativeFinalizeNative();
}
// Used to validate the Substrait plan in native compute engine.
- public boolean doValidate(byte[] subPlan) {
- return jniWrapper.nativeDoValidate(subPlan);
+ public static boolean doValidate(byte[] subPlan) {
+ throw new UnsupportedOperationException("doValidate is not supported in Clickhouse Backend");
}
- private byte[] buildNativeConf(Map confs) {
+ private static byte[] buildNativeConf(Map confs) {
StringMapNode stringMapNode = ExpressionBuilder.makeStringMap(confs);
AdvancedExtensionNode extensionNode =
ExtensionBuilder.makeAdvancedExtension(
@@ -76,27 +74,26 @@ private byte[] buildNativeConf(Map confs) {
return PlanBuilder.makePlan(extensionNode).toProtobuf().toByteArray();
}
- private Map getNativeBackendConf() {
+ private static Map getNativeBackendConf() {
return GlutenConfig.getNativeBackendConf(
BackendsApiManager.getSettings().getBackendConfigPrefix(), SQLConf.get().getAllConfs());
}
public static void injectWriteFilesTempPath(String path, String fileName) {
- throw new UnsupportedOperationException(
- "injectWriteFilesTempPath Not supported in CHNativeExpressionEvaluator");
+ ExpressionEvaluatorJniWrapper.injectWriteFilesTempPath(
+ path.getBytes(StandardCharsets.UTF_8), fileName.getBytes(StandardCharsets.UTF_8));
}
// Used by WholeStageTransform to create the native computing pipeline and
// return a columnar result iterator.
- public BatchIterator createKernelWithBatchIterator(
+ public static BatchIterator createKernelWithBatchIterator(
byte[] wsPlan,
byte[][] splitInfo,
List iterList,
boolean materializeInput) {
- long allocId = CHNativeMemoryAllocators.contextInstance().getNativeInstanceId();
+ CHThreadGroup.registerNewThreadGroup();
long handle =
- jniWrapper.nativeCreateKernelWithIterator(
- allocId,
+ nativeCreateKernelWithIterator(
wsPlan,
splitInfo,
iterList.toArray(new GeneralInIterator[0]),
@@ -106,11 +103,11 @@ public BatchIterator createKernelWithBatchIterator(
}
// Only for UT.
- public BatchIterator createKernelWithBatchIterator(
- long allocId, byte[] wsPlan, byte[][] splitInfo, List iterList) {
+ public static BatchIterator createKernelWithBatchIterator(
+ byte[] wsPlan, byte[][] splitInfo, List iterList) {
+ CHThreadGroup.registerNewThreadGroup();
long handle =
- jniWrapper.nativeCreateKernelWithIterator(
- allocId,
+ nativeCreateKernelWithIterator(
wsPlan,
splitInfo,
iterList.toArray(new GeneralInIterator[0]),
@@ -119,7 +116,7 @@ public BatchIterator createKernelWithBatchIterator(
return createBatchIterator(handle);
}
- private BatchIterator createBatchIterator(long nativeHandle) {
+ private static BatchIterator createBatchIterator(long nativeHandle) {
return new BatchIterator(nativeHandle);
}
}
diff --git a/backends-clickhouse/src/main/java/org/apache/gluten/vectorized/CHShuffleSplitterJniWrapper.java b/backends-clickhouse/src/main/java/org/apache/gluten/vectorized/CHShuffleSplitterJniWrapper.java
index 815bf472c027..864cc4eb70ac 100644
--- a/backends-clickhouse/src/main/java/org/apache/gluten/vectorized/CHShuffleSplitterJniWrapper.java
+++ b/backends-clickhouse/src/main/java/org/apache/gluten/vectorized/CHShuffleSplitterJniWrapper.java
@@ -30,14 +30,9 @@ public long make(
String dataFile,
String localDirs,
int subDirsPerLocalDir,
- boolean preferSpill,
long spillThreshold,
String hashAlgorithm,
- boolean throwIfMemoryExceed,
- boolean flushBlockBufferBeforeEvict,
long maxSortBufferSize,
- boolean spillFirstlyBeforeStop,
- boolean forceExternalSort,
boolean forceMemorySort) {
return nativeMake(
part.getShortName(),
@@ -51,14 +46,9 @@ public long make(
dataFile,
localDirs,
subDirsPerLocalDir,
- preferSpill,
spillThreshold,
hashAlgorithm,
- throwIfMemoryExceed,
- flushBlockBufferBeforeEvict,
maxSortBufferSize,
- spillFirstlyBeforeStop,
- forceExternalSort,
forceMemorySort);
}
@@ -71,9 +61,6 @@ public long makeForRSS(
long spillThreshold,
String hashAlgorithm,
Object pusher,
- boolean throwIfMemoryExceed,
- boolean flushBlockBufferBeforeEvict,
- boolean forceExternalSort,
boolean forceMemorySort) {
return nativeMakeForRSS(
part.getShortName(),
@@ -87,9 +74,6 @@ public long makeForRSS(
spillThreshold,
hashAlgorithm,
pusher,
- throwIfMemoryExceed,
- flushBlockBufferBeforeEvict,
- forceExternalSort,
forceMemorySort);
}
@@ -105,14 +89,9 @@ public native long nativeMake(
String dataFile,
String localDirs,
int subDirsPerLocalDir,
- boolean preferSpill,
long spillThreshold,
String hashAlgorithm,
- boolean throwIfMemoryExceed,
- boolean flushBlockBufferBeforeEvict,
long maxSortBufferSize,
- boolean spillFirstlyBeforeStop,
- boolean forceSort,
boolean forceMemorySort);
public native long nativeMakeForRSS(
@@ -127,15 +106,10 @@ public native long nativeMakeForRSS(
long spillThreshold,
String hashAlgorithm,
Object pusher,
- boolean throwIfMemoryExceed,
- boolean flushBlockBufferBeforeEvict,
- boolean forceSort,
boolean forceMemorySort);
public native void split(long splitterId, long block);
- public native long evict(long splitterId);
-
public native CHSplitResult stop(long splitterId) throws IOException;
public native void close(long splitterId);
diff --git a/backends-clickhouse/src/main/java/org/apache/gluten/vectorized/ExpressionEvaluatorJniWrapper.java b/backends-clickhouse/src/main/java/org/apache/gluten/vectorized/ExpressionEvaluatorJniWrapper.java
index 0a008a04b559..e73b293d618e 100644
--- a/backends-clickhouse/src/main/java/org/apache/gluten/vectorized/ExpressionEvaluatorJniWrapper.java
+++ b/backends-clickhouse/src/main/java/org/apache/gluten/vectorized/ExpressionEvaluatorJniWrapper.java
@@ -24,27 +24,17 @@
public class ExpressionEvaluatorJniWrapper {
/** Call initNative to initialize native computing. */
- native void nativeInitNative(byte[] confAsPlan);
+ static native void nativeInitNative(byte[] confAsPlan);
/** Call finalizeNative to finalize native computing. */
- native void nativeFinalizeNative();
-
- /**
- * Validate the Substrait plan in native compute engine.
- *
- * @param subPlan the Substrait plan in binary format.
- * @return whether the computing of this plan is supported in native.
- */
- native boolean nativeDoValidate(byte[] subPlan);
+ static native void nativeFinalizeNative();
/**
* Create a native compute kernel and return a columnar result iterator.
*
- * @param allocatorId allocator id
* @return iterator instance id
*/
- public native long nativeCreateKernelWithIterator(
- long allocatorId,
+ public static native long nativeCreateKernelWithIterator(
byte[] wsPlan,
byte[][] splitInfo,
GeneralInIterator[] batchItr,
@@ -52,9 +42,9 @@ public native long nativeCreateKernelWithIterator(
boolean materializeInput);
/**
- * Closes the projector referenced by nativeHandler.
+ * Set the temp path for writing files.
*
- * @param nativeHandler nativeHandler that needs to be closed
+ * @param path the temp path for writing files
*/
- native void nativeClose(long nativeHandler);
+ public static native void injectWriteFilesTempPath(byte[] path, byte[] filename);
}
diff --git a/backends-clickhouse/src/main/java/org/apache/gluten/vectorized/StorageJoinBuilder.java b/backends-clickhouse/src/main/java/org/apache/gluten/vectorized/StorageJoinBuilder.java
index 27725998feeb..ae7b89120cd4 100644
--- a/backends-clickhouse/src/main/java/org/apache/gluten/vectorized/StorageJoinBuilder.java
+++ b/backends-clickhouse/src/main/java/org/apache/gluten/vectorized/StorageJoinBuilder.java
@@ -45,6 +45,7 @@ private static native long nativeBuild(
String joinKeys,
int joinType,
boolean hasMixedFiltCondition,
+ boolean isExistenceJoin,
byte[] namedStruct);
private StorageJoinBuilder() {}
@@ -89,6 +90,7 @@ public static long build(
joinKey,
joinType,
broadCastContext.hasMixedFiltCondition(),
+ broadCastContext.isExistenceJoin(),
toNameStruct(output).toByteArray());
}
diff --git a/backends-clickhouse/src/main/java/org/apache/spark/sql/execution/datasources/CHDatasourceJniWrapper.java b/backends-clickhouse/src/main/java/org/apache/spark/sql/execution/datasources/CHDatasourceJniWrapper.java
index c041ee352c42..f19c5d39df1d 100644
--- a/backends-clickhouse/src/main/java/org/apache/spark/sql/execution/datasources/CHDatasourceJniWrapper.java
+++ b/backends-clickhouse/src/main/java/org/apache/spark/sql/execution/datasources/CHDatasourceJniWrapper.java
@@ -19,7 +19,7 @@
public class CHDatasourceJniWrapper {
public native long nativeInitFileWriterWrapper(
- String filePath, String[] preferredColumnNames, String formatHint);
+ String filePath, byte[] preferredSchema, String formatHint);
public native long nativeInitMergeTreeWriterWrapper(
byte[] plan,
@@ -28,8 +28,7 @@ public native long nativeInitMergeTreeWriterWrapper(
String taskId,
String partition_dir,
String bucket_dir,
- byte[] confArray,
- long allocId);
+ byte[] confArray);
public native String nativeMergeMTParts(
byte[] plan,
diff --git a/backends-clickhouse/src/main/scala/org/apache/gluten/backendsapi/clickhouse/CHBackend.scala b/backends-clickhouse/src/main/scala/org/apache/gluten/backendsapi/clickhouse/CHBackend.scala
index 320483beb3b6..06fe8c34ca4a 100644
--- a/backends-clickhouse/src/main/scala/org/apache/gluten/backendsapi/clickhouse/CHBackend.scala
+++ b/backends-clickhouse/src/main/scala/org/apache/gluten/backendsapi/clickhouse/CHBackend.scala
@@ -18,6 +18,7 @@ package org.apache.gluten.backendsapi.clickhouse
import org.apache.gluten.{CH_BRANCH, CH_COMMIT, GlutenConfig}
import org.apache.gluten.backendsapi._
+import org.apache.gluten.execution.WriteFilesExecTransformer
import org.apache.gluten.expression.WindowFunctionsBuilder
import org.apache.gluten.extension.ValidationResult
import org.apache.gluten.substrait.rel.LocalFilesNode.ReadFileFormat
@@ -25,13 +26,17 @@ import org.apache.gluten.substrait.rel.LocalFilesNode.ReadFileFormat._
import org.apache.spark.SparkEnv
import org.apache.spark.internal.Logging
+import org.apache.spark.sql.catalyst.catalog.BucketSpec
import org.apache.spark.sql.catalyst.expressions._
import org.apache.spark.sql.catalyst.expressions.aggregate.AggregateExpression
import org.apache.spark.sql.catalyst.plans.physical.{HashPartitioning, Partitioning}
import org.apache.spark.sql.execution.SparkPlan
import org.apache.spark.sql.execution.aggregate.HashAggregateExec
+import org.apache.spark.sql.execution.datasources.FileFormat
+import org.apache.spark.sql.execution.datasources.orc.OrcFileFormat
+import org.apache.spark.sql.execution.datasources.parquet.ParquetFileFormat
import org.apache.spark.sql.internal.SQLConf
-import org.apache.spark.sql.types.{ArrayType, MapType, StructField, StructType}
+import org.apache.spark.sql.types.{ArrayType, MapType, Metadata, StructField, StructType}
import java.util.Locale
@@ -187,6 +192,73 @@ object CHBackendSettings extends BackendSettingsApi with Logging {
}
}
+ override def supportWriteFilesExec(
+ format: FileFormat,
+ fields: Array[StructField],
+ bucketSpec: Option[BucketSpec],
+ options: Map[String, String]): ValidationResult = {
+
+ def validateCompressionCodec(): Option[String] = {
+ // FIXME: verify Support compression codec
+ val compressionCodec = WriteFilesExecTransformer.getCompressionCodec(options)
+ None
+ }
+
+ def validateFileFormat(): Option[String] = {
+ format match {
+ case _: ParquetFileFormat => None
+ case _: OrcFileFormat => None
+ case f: FileFormat => Some(s"Not support FileFormat: ${f.getClass.getSimpleName}")
+ }
+ }
+
+ // Validate if all types are supported.
+ def validateDateTypes(): Option[String] = {
+ None
+ }
+
+ def validateFieldMetadata(): Option[String] = {
+ // copy CharVarcharUtils.CHAR_VARCHAR_TYPE_STRING_METADATA_KEY
+ val CHAR_VARCHAR_TYPE_STRING_METADATA_KEY = "__CHAR_VARCHAR_TYPE_STRING"
+ fields
+ .find(_.metadata != Metadata.empty)
+ .filterNot(_.metadata.contains(CHAR_VARCHAR_TYPE_STRING_METADATA_KEY))
+ .map {
+ filed =>
+ s"StructField contain the metadata information: $filed, metadata: ${filed.metadata}"
+ }
+ }
+ def validateWriteFilesOptions(): Option[String] = {
+ val maxRecordsPerFile = options
+ .get("maxRecordsPerFile")
+ .map(_.toLong)
+ .getOrElse(SQLConf.get.maxRecordsPerFile)
+ if (maxRecordsPerFile > 0) {
+ Some("Unsupported native write: maxRecordsPerFile not supported.")
+ } else {
+ None
+ }
+ }
+
+ def validateBucketSpec(): Option[String] = {
+ if (bucketSpec.nonEmpty) {
+ Some("Unsupported native write: bucket write is not supported.")
+ } else {
+ None
+ }
+ }
+
+ validateCompressionCodec()
+ .orElse(validateFileFormat())
+ .orElse(validateFieldMetadata())
+ .orElse(validateDateTypes())
+ .orElse(validateWriteFilesOptions())
+ .orElse(validateBucketSpec()) match {
+ case Some(reason) => ValidationResult.failed(reason)
+ case _ => ValidationResult.succeeded
+ }
+ }
+
override def supportShuffleWithProject(
outputPartitioning: Partitioning,
child: SparkPlan): Boolean = {
diff --git a/backends-clickhouse/src/main/scala/org/apache/gluten/backendsapi/clickhouse/CHIteratorApi.scala b/backends-clickhouse/src/main/scala/org/apache/gluten/backendsapi/clickhouse/CHIteratorApi.scala
index cd829d04f2cf..7519580b9cb7 100644
--- a/backends-clickhouse/src/main/scala/org/apache/gluten/backendsapi/clickhouse/CHIteratorApi.scala
+++ b/backends-clickhouse/src/main/scala/org/apache/gluten/backendsapi/clickhouse/CHIteratorApi.scala
@@ -20,6 +20,7 @@ import org.apache.gluten.GlutenNumaBindingInfo
import org.apache.gluten.backendsapi.IteratorApi
import org.apache.gluten.execution._
import org.apache.gluten.expression.ConverterUtils
+import org.apache.gluten.memory.CHThreadGroup
import org.apache.gluten.metrics.{IMetrics, NativeMetrics}
import org.apache.gluten.substrait.plan.PlanNode
import org.apache.gluten.substrait.rel._
@@ -76,12 +77,13 @@ class CHIteratorApi extends IteratorApi with Logging with LogLevelUtil {
}
.map(it => new ColumnarNativeIterator(it.asJava).asInstanceOf[GeneralInIterator])
.asJava
- new CHNativeExpressionEvaluator().createKernelWithBatchIterator(
+ CHNativeExpressionEvaluator.createKernelWithBatchIterator(
wsPlan,
splitInfoByteArray,
listIterator,
materializeInput
)
+
}
private def createCloseIterator(
@@ -293,6 +295,7 @@ class CHIteratorApi extends IteratorApi with Logging with LogLevelUtil {
}
override def injectWriteFilesTempPath(path: String, fileName: String): Unit = {
+ CHThreadGroup.registerNewThreadGroup()
CHNativeExpressionEvaluator.injectWriteFilesTempPath(path, fileName)
}
}
diff --git a/backends-clickhouse/src/main/scala/org/apache/gluten/backendsapi/clickhouse/CHListenerApi.scala b/backends-clickhouse/src/main/scala/org/apache/gluten/backendsapi/clickhouse/CHListenerApi.scala
index 0110d085b98c..69797feb65fb 100644
--- a/backends-clickhouse/src/main/scala/org/apache/gluten/backendsapi/clickhouse/CHListenerApi.scala
+++ b/backends-clickhouse/src/main/scala/org/apache/gluten/backendsapi/clickhouse/CHListenerApi.scala
@@ -83,7 +83,7 @@ class CHListenerApi extends ListenerApi with Logging {
val externalSortKey = s"${CHBackendSettings.getBackendConfigPrefix}.runtime_settings" +
s".max_bytes_before_external_sort"
if (conf.getLong(externalSortKey, -1) < 0) {
- if (conf.getBoolean("spark.memory.offHeap.enabled", false)) {
+ if (conf.getBoolean("spark.memory.offHeap.enabled", defaultValue = false)) {
val memSize = JavaUtils.byteStringAsBytes(conf.get("spark.memory.offHeap.size"))
if (memSize > 0L) {
val cores = conf.getInt("spark.executor.cores", 1).toLong
@@ -97,8 +97,7 @@ class CHListenerApi extends ListenerApi with Logging {
// Load supported hive/python/scala udfs
UDFMappings.loadFromSparkConf(conf)
- val initKernel = new CHNativeExpressionEvaluator()
- initKernel.initNative(conf)
+ CHNativeExpressionEvaluator.initNative(conf)
// inject backend-specific implementations to override spark classes
// FIXME: The following set instances twice in local mode?
@@ -110,7 +109,6 @@ class CHListenerApi extends ListenerApi with Logging {
private def shutdown(): Unit = {
CHBroadcastBuildSideCache.cleanAll()
- val kernel = new CHNativeExpressionEvaluator()
- kernel.finalizeNative()
+ CHNativeExpressionEvaluator.finalizeNative()
}
}
diff --git a/backends-clickhouse/src/main/scala/org/apache/gluten/backendsapi/clickhouse/CHMetricsApi.scala b/backends-clickhouse/src/main/scala/org/apache/gluten/backendsapi/clickhouse/CHMetricsApi.scala
index 5465e9b60b67..0ff53e1c5817 100644
--- a/backends-clickhouse/src/main/scala/org/apache/gluten/backendsapi/clickhouse/CHMetricsApi.scala
+++ b/backends-clickhouse/src/main/scala/org/apache/gluten/backendsapi/clickhouse/CHMetricsApi.scala
@@ -222,6 +222,7 @@ class CHMetricsApi extends MetricsApi with Logging with LogLevelUtil {
"spillTime" -> SQLMetrics.createNanoTimingMetric(sparkContext, "time to spill"),
"compressTime" -> SQLMetrics.createNanoTimingMetric(sparkContext, "time to compress"),
"prepareTime" -> SQLMetrics.createNanoTimingMetric(sparkContext, "time to prepare"),
+ "shuffleWallTime" -> SQLMetrics.createNanoTimingMetric(sparkContext, "shuffle wall time"),
"avgReadBatchNumRows" -> SQLMetrics
.createAverageMetric(sparkContext, "avg read batch num rows"),
"numInputRows" -> SQLMetrics.createMetric(sparkContext, "number of input rows"),
@@ -383,13 +384,13 @@ class CHMetricsApi extends MetricsApi with Logging with LogLevelUtil {
s"SampleTransformer metrics update is not supported in CH backend")
}
- def genWriteFilesTransformerMetrics(sparkContext: SparkContext): Map[String, SQLMetric] = {
- throw new UnsupportedOperationException(
- s"WriteFilesTransformer metrics update is not supported in CH backend")
- }
+ def genWriteFilesTransformerMetrics(sparkContext: SparkContext): Map[String, SQLMetric] =
+ Map(
+ "physicalWrittenBytes" -> SQLMetrics.createMetric(sparkContext, "number of written bytes"),
+ "numWrittenFiles" -> SQLMetrics.createMetric(sparkContext, "number of written files")
+ )
def genWriteFilesTransformerMetricsUpdater(metrics: Map[String, SQLMetric]): MetricsUpdater = {
- throw new UnsupportedOperationException(
- s"WriteFilesTransformer metrics update is not supported in CH backend")
+ new WriteFilesMetricsUpdater(metrics)
}
}
diff --git a/backends-clickhouse/src/main/scala/org/apache/gluten/backendsapi/clickhouse/CHSparkPlanExecApi.scala b/backends-clickhouse/src/main/scala/org/apache/gluten/backendsapi/clickhouse/CHSparkPlanExecApi.scala
index 32f372956f0a..bba5525edb95 100644
--- a/backends-clickhouse/src/main/scala/org/apache/gluten/backendsapi/clickhouse/CHSparkPlanExecApi.scala
+++ b/backends-clickhouse/src/main/scala/org/apache/gluten/backendsapi/clickhouse/CHSparkPlanExecApi.scala
@@ -21,10 +21,11 @@ import org.apache.gluten.backendsapi.{BackendsApiManager, SparkPlanExecApi}
import org.apache.gluten.exception.GlutenNotSupportException
import org.apache.gluten.execution._
import org.apache.gluten.expression._
-import org.apache.gluten.extension.{CountDistinctWithoutExpand, FallbackBroadcastHashJoin, FallbackBroadcastHashJoinPrepQueryStage, RewriteToDateExpresstionRule}
+import org.apache.gluten.extension.{CountDistinctWithoutExpand, FallbackBroadcastHashJoin, FallbackBroadcastHashJoinPrepQueryStage, RewriteSortMergeJoinToHashJoinRule, RewriteToDateExpresstionRule}
import org.apache.gluten.extension.columnar.AddFallbackTagRule
import org.apache.gluten.extension.columnar.MiscColumnarRules.TransformPreOverrides
import org.apache.gluten.extension.columnar.transition.Convention
+import org.apache.gluten.parser.GlutenClickhouseSqlParser
import org.apache.gluten.sql.shims.SparkShimLoader
import org.apache.gluten.substrait.expression.{ExpressionBuilder, ExpressionNode, WindowFunctionNode}
import org.apache.gluten.utils.{CHJoinValidateUtil, UnknownJoinStrategy}
@@ -40,6 +41,7 @@ import org.apache.spark.sql.catalyst.{CHAggregateFunctionRewriteRule, EqualToRew
import org.apache.spark.sql.catalyst.expressions._
import org.apache.spark.sql.catalyst.expressions.aggregate.{AggregateExpression, CollectList, CollectSet}
import org.apache.spark.sql.catalyst.optimizer.BuildSide
+import org.apache.spark.sql.catalyst.parser.ParserInterface
import org.apache.spark.sql.catalyst.plans.JoinType
import org.apache.spark.sql.catalyst.plans.logical.LogicalPlan
import org.apache.spark.sql.catalyst.plans.physical.{BroadcastMode, HashPartitioning, Partitioning, RangePartitioning}
@@ -555,8 +557,9 @@ class CHSparkPlanExecApi extends SparkPlanExecApi {
*
* @return
*/
- override def genExtendedQueryStagePrepRules(): List[SparkSession => Rule[SparkPlan]] =
+ override def genExtendedQueryStagePrepRules(): List[SparkSession => Rule[SparkPlan]] = {
List(spark => FallbackBroadcastHashJoinPrepQueryStage(spark))
+ }
/**
* Generate extended Analyzers. Currently only for ClickHouse backend.
@@ -597,7 +600,7 @@ class CHSparkPlanExecApi extends SparkPlanExecApi {
* @return
*/
override def genExtendedColumnarTransformRules(): List[SparkSession => Rule[SparkPlan]] =
- List()
+ List(spark => RewriteSortMergeJoinToHashJoinRule(spark))
override def genInjectPostHocResolutionRules(): List[SparkSession => Rule[LogicalPlan]] = {
List()
@@ -611,6 +614,11 @@ class CHSparkPlanExecApi extends SparkPlanExecApi {
override def genExtendedStrategies(): List[SparkSession => Strategy] =
List()
+ override def genInjectExtendedParser()
+ : List[(SparkSession, ParserInterface) => ParserInterface] = {
+ List((spark, parserInterface) => new GlutenClickhouseSqlParser(spark, parserInterface))
+ }
+
/** Define backend specfic expression mappings. */
override def extraExpressionMappings: Seq[Sig] = {
List(
@@ -674,8 +682,8 @@ class CHSparkPlanExecApi extends SparkPlanExecApi {
CHRegExpReplaceTransformer(substraitExprName, children, expr)
}
- def createBackendWrite(description: WriteJobDescription): BackendWrite =
- throw new UnsupportedOperationException("createBackendWrite is not supported in ch backend.")
+ def createBackendWrite(description: WriteJobDescription): BackendWrite = ClickhouseBackendWrite(
+ description)
override def createColumnarArrowEvalPythonExec(
udfs: Seq[PythonUDF],
diff --git a/backends-clickhouse/src/main/scala/org/apache/gluten/backendsapi/clickhouse/CHValidatorApi.scala b/backends-clickhouse/src/main/scala/org/apache/gluten/backendsapi/clickhouse/CHValidatorApi.scala
index 9e4cbf760974..09659e42ca83 100644
--- a/backends-clickhouse/src/main/scala/org/apache/gluten/backendsapi/clickhouse/CHValidatorApi.scala
+++ b/backends-clickhouse/src/main/scala/org/apache/gluten/backendsapi/clickhouse/CHValidatorApi.scala
@@ -38,8 +38,7 @@ import org.apache.spark.sql.execution.datasources.v2.V2CommandExec
class CHValidatorApi extends ValidatorApi with AdaptiveSparkPlanHelper with Logging {
override def doNativeValidateWithFailureReason(plan: PlanNode): NativePlanValidationInfo = {
- val validator = new CHNativeExpressionEvaluator()
- if (validator.doValidate(plan.toProtobuf.toByteArray)) {
+ if (CHNativeExpressionEvaluator.doValidate(plan.toProtobuf.toByteArray)) {
new NativePlanValidationInfo(1, "")
} else {
new NativePlanValidationInfo(0, "CH native check failed.")
diff --git a/backends-clickhouse/src/main/scala/org/apache/gluten/execution/CHBroadcastNestedLoopJoinExecTransformer.scala b/backends-clickhouse/src/main/scala/org/apache/gluten/execution/CHBroadcastNestedLoopJoinExecTransformer.scala
index d1dc76045338..3aab5a6eb998 100644
--- a/backends-clickhouse/src/main/scala/org/apache/gluten/execution/CHBroadcastNestedLoopJoinExecTransformer.scala
+++ b/backends-clickhouse/src/main/scala/org/apache/gluten/execution/CHBroadcastNestedLoopJoinExecTransformer.scala
@@ -23,6 +23,7 @@ import org.apache.spark.rdd.RDD
import org.apache.spark.rpc.GlutenDriverEndpoint
import org.apache.spark.sql.catalyst.expressions.Expression
import org.apache.spark.sql.catalyst.optimizer.BuildSide
+import org.apache.spark.sql.catalyst.plans._
import org.apache.spark.sql.catalyst.plans.{InnerLike, JoinType, LeftSemi}
import org.apache.spark.sql.execution.{SparkPlan, SQLExecution}
import org.apache.spark.sql.execution.joins.BuildSideRelation
@@ -44,6 +45,13 @@ case class CHBroadcastNestedLoopJoinExecTransformer(
condition
) {
+ private val finalJoinType = joinType match {
+ case ExistenceJoin(_) =>
+ LeftSemi
+ case _ =>
+ joinType
+ }
+
override def columnarInputRDDs: Seq[RDD[ColumnarBatch]] = {
val streamedRDD = getColumnarInputRDDs(streamedPlan)
val executionId = sparkContext.getLocalProperty(SQLExecution.EXECUTION_ID_KEY)
@@ -57,7 +65,13 @@ case class CHBroadcastNestedLoopJoinExecTransformer(
}
val broadcast = buildPlan.executeBroadcast[BuildSideRelation]()
val context =
- BroadCastHashJoinContext(Seq.empty, joinType, false, buildPlan.output, buildBroadcastTableId)
+ BroadCastHashJoinContext(
+ Seq.empty,
+ finalJoinType,
+ false,
+ joinType.isInstanceOf[ExistenceJoin],
+ buildPlan.output,
+ buildBroadcastTableId)
val broadcastRDD = CHBroadcastBuildSideRDD(sparkContext, broadcast, context)
streamedRDD :+ broadcastRDD
}
diff --git a/backends-clickhouse/src/main/scala/org/apache/gluten/execution/CHHashJoinExecTransformer.scala b/backends-clickhouse/src/main/scala/org/apache/gluten/execution/CHHashJoinExecTransformer.scala
index 48870892d290..ed946e1d263d 100644
--- a/backends-clickhouse/src/main/scala/org/apache/gluten/execution/CHHashJoinExecTransformer.scala
+++ b/backends-clickhouse/src/main/scala/org/apache/gluten/execution/CHHashJoinExecTransformer.scala
@@ -29,6 +29,37 @@ import org.apache.spark.sql.execution.{SparkPlan, SQLExecution}
import org.apache.spark.sql.execution.joins.BuildSideRelation
import org.apache.spark.sql.vectorized.ColumnarBatch
+import io.substrait.proto.JoinRel
+
+object JoinTypeTransform {
+ def toNativeJoinType(joinType: JoinType): JoinType = {
+ joinType match {
+ case ExistenceJoin(_) =>
+ LeftSemi
+ case _ =>
+ joinType
+ }
+ }
+
+ def toSubstraitType(joinType: JoinType): JoinRel.JoinType = {
+ joinType match {
+ case _: InnerLike =>
+ JoinRel.JoinType.JOIN_TYPE_INNER
+ case FullOuter =>
+ JoinRel.JoinType.JOIN_TYPE_OUTER
+ case LeftOuter | RightOuter =>
+ JoinRel.JoinType.JOIN_TYPE_LEFT
+ case LeftSemi | ExistenceJoin(_) =>
+ JoinRel.JoinType.JOIN_TYPE_LEFT_SEMI
+ case LeftAnti =>
+ JoinRel.JoinType.JOIN_TYPE_ANTI
+ case _ =>
+ // TODO: Support cross join with Cross Rel
+ JoinRel.JoinType.UNRECOGNIZED
+ }
+ }
+}
+
case class CHShuffledHashJoinExecTransformer(
leftKeys: Seq[Expression],
rightKeys: Seq[Expression],
@@ -55,7 +86,7 @@ case class CHShuffledHashJoinExecTransformer(
override protected def doValidateInternal(): ValidationResult = {
val shouldFallback =
CHJoinValidateUtil.shouldFallback(
- ShuffleHashJoinStrategy(joinType),
+ ShuffleHashJoinStrategy(finalJoinType),
left.outputSet,
right.outputSet,
condition)
@@ -64,6 +95,9 @@ case class CHShuffledHashJoinExecTransformer(
}
super.doValidateInternal()
}
+ private val finalJoinType = JoinTypeTransform.toNativeJoinType(joinType)
+ override protected lazy val substraitJoinType: JoinRel.JoinType =
+ JoinTypeTransform.toSubstraitType(joinType)
}
case class CHBroadcastBuildSideRDD(
@@ -82,6 +116,7 @@ case class BroadCastHashJoinContext(
buildSideJoinKeys: Seq[Expression],
joinType: JoinType,
hasMixedFiltCondition: Boolean,
+ isExistenceJoin: Boolean,
buildSideStructure: Seq[Attribute],
buildHashTableId: String)
@@ -112,7 +147,7 @@ case class CHBroadcastHashJoinExecTransformer(
override protected def doValidateInternal(): ValidationResult = {
val shouldFallback =
CHJoinValidateUtil.shouldFallback(
- BroadcastHashJoinStrategy(joinType),
+ BroadcastHashJoinStrategy(finalJoinType),
left.outputSet,
right.outputSet,
condition)
@@ -141,8 +176,9 @@ case class CHBroadcastHashJoinExecTransformer(
val context =
BroadCastHashJoinContext(
buildKeyExprs,
- joinType,
+ finalJoinType,
isMixedCondition(condition),
+ joinType.isInstanceOf[ExistenceJoin],
buildPlan.output,
buildHashTableId)
val broadcastRDD = CHBroadcastBuildSideRDD(sparkContext, broadcast, context)
@@ -161,4 +197,13 @@ case class CHBroadcastHashJoinExecTransformer(
}
res
}
+
+ // ExistenceJoin is introduced in #SPARK-14781. It returns all rows from the left table with
+ // a new column to indecate whether the row is matched in the right table.
+ // Indeed, the ExistenceJoin is transformed into left any join in CH.
+ // We don't have left any join in substrait, so use left semi join instead.
+ // and isExistenceJoin is set to true to indicate that it is an existence join.
+ private val finalJoinType = JoinTypeTransform.toNativeJoinType(joinType)
+ override protected lazy val substraitJoinType: JoinRel.JoinType =
+ JoinTypeTransform.toSubstraitType(joinType)
}
diff --git a/backends-clickhouse/src/main/scala/org/apache/gluten/execution/NativeFileScanColumnarRDD.scala b/backends-clickhouse/src/main/scala/org/apache/gluten/execution/NativeFileScanColumnarRDD.scala
index af512934bc96..2f11613a275c 100644
--- a/backends-clickhouse/src/main/scala/org/apache/gluten/execution/NativeFileScanColumnarRDD.scala
+++ b/backends-clickhouse/src/main/scala/org/apache/gluten/execution/NativeFileScanColumnarRDD.scala
@@ -49,9 +49,8 @@ class NativeFileScanColumnarRDD(
val resIter = GlutenTimeMetric.millis(scanTime) {
_ =>
- val transKernel = new CHNativeExpressionEvaluator()
val inBatchIters = new util.ArrayList[GeneralInIterator]()
- transKernel.createKernelWithBatchIterator(
+ CHNativeExpressionEvaluator.createKernelWithBatchIterator(
inputPartition.plan,
splitInfoByteArray,
inBatchIters,
diff --git a/backends-clickhouse/src/main/scala/org/apache/gluten/extension/RewriteSortMergeJoinToHashJoinRule.scala b/backends-clickhouse/src/main/scala/org/apache/gluten/extension/RewriteSortMergeJoinToHashJoinRule.scala
new file mode 100644
index 000000000000..8c5ada043fbb
--- /dev/null
+++ b/backends-clickhouse/src/main/scala/org/apache/gluten/extension/RewriteSortMergeJoinToHashJoinRule.scala
@@ -0,0 +1,122 @@
+/*
+ * 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.gluten.extension
+
+import org.apache.gluten.execution._
+import org.apache.gluten.utils.{CHJoinValidateUtil, ShuffleHashJoinStrategy}
+
+import org.apache.spark.internal.Logging
+import org.apache.spark.sql.SparkSession
+import org.apache.spark.sql.catalyst.optimizer._
+import org.apache.spark.sql.catalyst.rules.Rule
+import org.apache.spark.sql.execution._
+import org.apache.spark.sql.execution.adaptive.AQEShuffleReadExec
+import org.apache.spark.sql.execution.joins._
+
+// import org.apache.spark.sql.execution.exchange.ShuffleExchangeExec
+// If a SortMergeJoinExec cannot be offloaded, try to replace it with ShuffledHashJoinExec
+// instead.
+// This is rule is applied after spark plan nodes are transformed into columnar ones.
+case class RewriteSortMergeJoinToHashJoinRule(session: SparkSession)
+ extends Rule[SparkPlan]
+ with Logging {
+ override def apply(plan: SparkPlan): SparkPlan = {
+ visitPlan(plan)
+ }
+
+ private def visitPlan(plan: SparkPlan): SparkPlan = {
+ plan match {
+ case smj: SortMergeJoinExec =>
+ tryReplaceSortMergeJoin(smj)
+ case other =>
+ other.withNewChildren(other.children.map(visitPlan))
+ }
+ }
+
+ private def tryReplaceSortMergeJoin(smj: SortMergeJoinExec): SparkPlan = {
+ // cannot offload SortMergeJoin, try to replace it with ShuffledHashJoin
+ val needFallback = CHJoinValidateUtil.shouldFallback(
+ ShuffleHashJoinStrategy(smj.joinType),
+ smj.left.outputSet,
+ smj.right.outputSet,
+ smj.condition)
+ // also cannot offload HashJoin, don't replace it.
+ if (needFallback) {
+ logInfo(s"Cannot offload this join by hash join algorithm")
+ return smj
+ } else {
+ replaceSortMergeJoinWithHashJoin(smj)
+ }
+ }
+
+ private def replaceSortMergeJoinWithHashJoin(smj: SortMergeJoinExec): SparkPlan = {
+ val newLeft = replaceSortMergeJoinChild(smj.left)
+ val newRight = replaceSortMergeJoinChild(smj.right)
+ // Some cases that we cannot handle.
+ if (newLeft == null || newRight == null) {
+ logInfo("Apply on sort merge children failed")
+ return smj
+ }
+
+ var hashJoin = CHShuffledHashJoinExecTransformer(
+ smj.leftKeys,
+ smj.rightKeys,
+ smj.joinType,
+ BuildRight,
+ smj.condition,
+ newLeft,
+ newRight,
+ smj.isSkewJoin)
+ val validateResult = hashJoin.doValidate()
+ if (!validateResult.ok()) {
+ logError(s"Validation failed for ShuffledHashJoinExec: ${validateResult.reason()}")
+ return smj
+ }
+ hashJoin
+ }
+
+ private def replaceSortMergeJoinChild(plan: SparkPlan): SparkPlan = {
+ plan match {
+ case sort: SortExecTransformer =>
+ sort.child match {
+ case hashShuffle: ColumnarShuffleExchangeExec =>
+ // drop sort node, return the shuffle node direclty
+ hashShuffle.withNewChildren(hashShuffle.children.map(visitPlan))
+ case aqeShuffle: AQEShuffleReadExec =>
+ // drop sort node, return the shuffle node direclty
+ aqeShuffle.withNewChildren(aqeShuffle.children.map(visitPlan))
+ case columnarPlan: TransformSupport =>
+ visitPlan(columnarPlan)
+ case _ =>
+ // other cases that we don't know
+ logInfo(s"Expected ColumnarShuffleExchangeExec, got ${sort.child.getClass}")
+ null
+ }
+ case smj: SortMergeJoinExec =>
+ val newChild = replaceSortMergeJoinWithHashJoin(smj)
+ if (newChild.isInstanceOf[SortMergeJoinExec]) {
+ null
+ } else {
+ newChild
+ }
+ case _: TransformSupport => visitPlan(plan)
+ case _ =>
+ logInfo(s"Expected Columnar node, got ${plan.getClass}")
+ null
+ }
+ }
+}
diff --git a/backends-clickhouse/src/test/scala/org/apache/gluten/test/GlutenSQLTestUtils.scala b/backends-clickhouse/src/main/scala/org/apache/gluten/metrics/WriteFilesMetricsUpdater.scala
similarity index 61%
rename from backends-clickhouse/src/test/scala/org/apache/gluten/test/GlutenSQLTestUtils.scala
rename to backends-clickhouse/src/main/scala/org/apache/gluten/metrics/WriteFilesMetricsUpdater.scala
index 9888baf9aac1..5a04b404334f 100644
--- a/backends-clickhouse/src/test/scala/org/apache/gluten/test/GlutenSQLTestUtils.scala
+++ b/backends-clickhouse/src/main/scala/org/apache/gluten/metrics/WriteFilesMetricsUpdater.scala
@@ -14,19 +14,17 @@
* See the License for the specific language governing permissions and
* limitations under the License.
*/
-package org.apache.gluten.test
+package org.apache.gluten.metrics
-import org.apache.gluten.GlutenConfig
+import org.apache.spark.sql.execution.metric.SQLMetric
-import org.apache.spark.SparkFunSuite
-import org.apache.spark.sql.delta.DeltaLog
-import org.apache.spark.sql.test.SharedSparkSession
+class WriteFilesMetricsUpdater(val metrics: Map[String, SQLMetric]) extends MetricsUpdater {
-trait GlutenSQLTestUtils extends SparkFunSuite with SharedSparkSession {
- override protected def afterAll(): Unit = {
- DeltaLog.clearCache()
- super.afterAll()
- // init GlutenConfig in the next beforeAll
- GlutenConfig.ins = null
+ override def updateNativeMetrics(opMetrics: IOperatorMetrics): Unit = {
+ if (opMetrics != null) {
+ val operatorMetrics = opMetrics.asInstanceOf[OperatorMetrics]
+ metrics("physicalWrittenBytes") += operatorMetrics.physicalWrittenBytes
+ metrics("numWrittenFiles") += operatorMetrics.numWrittenFiles
+ }
}
}
diff --git a/backends-clickhouse/src/main/scala/org/apache/gluten/parser/GlutenClickhouseSqlParserBase.scala b/backends-clickhouse/src/main/scala/org/apache/gluten/parser/GlutenClickhouseSqlParserBase.scala
new file mode 100644
index 000000000000..18fc102bec3d
--- /dev/null
+++ b/backends-clickhouse/src/main/scala/org/apache/gluten/parser/GlutenClickhouseSqlParserBase.scala
@@ -0,0 +1,276 @@
+/*
+ * 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.gluten.parser
+
+import org.apache.gluten.sql.parser.{GlutenClickhouseSqlBaseBaseListener, GlutenClickhouseSqlBaseBaseVisitor, GlutenClickhouseSqlBaseLexer, GlutenClickhouseSqlBaseParser}
+import org.apache.gluten.sql.parser.GlutenClickhouseSqlBaseParser._
+
+import org.apache.spark.sql.AnalysisException
+import org.apache.spark.sql.catalyst.TableIdentifier
+import org.apache.spark.sql.catalyst.parser.{ParseErrorListener, ParseException, ParserInterface}
+import org.apache.spark.sql.catalyst.plans.logical.LogicalPlan
+import org.apache.spark.sql.catalyst.trees.Origin
+import org.apache.spark.sql.execution.commands.GlutenCHCacheDataCommand
+import org.apache.spark.sql.internal.VariableSubstitution
+
+import org.antlr.v4.runtime._
+import org.antlr.v4.runtime.atn.PredictionMode
+import org.antlr.v4.runtime.misc.{Interval, ParseCancellationException}
+import org.antlr.v4.runtime.tree.TerminalNodeImpl
+
+import java.util.Locale
+
+import scala.collection.JavaConverters._
+
+trait GlutenClickhouseSqlParserBase extends ParserInterface {
+
+ protected val astBuilder = new GlutenClickhouseSqlAstBuilder
+ protected val substitution = new VariableSubstitution
+
+ protected def parse[T](command: String)(toResult: GlutenClickhouseSqlBaseParser => T): T = {
+ val lexer = new GlutenClickhouseSqlBaseLexer(
+ new UpperCaseCharStream(CharStreams.fromString(substitution.substitute(command))))
+ lexer.removeErrorListeners()
+ lexer.addErrorListener(ParseErrorListener)
+
+ val tokenStream = new CommonTokenStream(lexer)
+ val parser = new GlutenClickhouseSqlBaseParser(tokenStream)
+ parser.addParseListener(PostProcessor)
+ parser.removeErrorListeners()
+ parser.addErrorListener(ParseErrorListener)
+
+ try {
+ try {
+ // first, try parsing with potentially faster SLL mode
+ parser.getInterpreter.setPredictionMode(PredictionMode.SLL)
+ toResult(parser)
+ } catch {
+ case e: ParseCancellationException =>
+ // if we fail, parse with LL mode
+ tokenStream.seek(0) // rewind input stream
+ parser.reset()
+
+ // Try Again.
+ parser.getInterpreter.setPredictionMode(PredictionMode.LL)
+ toResult(parser)
+ }
+ } catch {
+ case e: ParseException if e.command.isDefined =>
+ throw e
+ case e: ParseException =>
+ throw e.withCommand(command)
+ case e: AnalysisException =>
+ val position = Origin(e.line, e.startPosition)
+ throw new ParseException(
+ command = Option(command),
+ message = e.message,
+ start = position,
+ stop = position,
+ errorClass = Some("GLUTEN_CH_PARSING_ANALYSIS_ERROR"))
+ }
+ }
+}
+
+class GlutenClickhouseSqlAstBuilder extends GlutenClickhouseSqlBaseBaseVisitor[AnyRef] {
+
+ import org.apache.spark.sql.catalyst.parser.ParserUtils._
+
+ /** Convert a property list into a key-value map. */
+ override def visitPropertyList(ctx: PropertyListContext): Map[String, String] = withOrigin(ctx) {
+ val properties = ctx.property.asScala.map {
+ property =>
+ val key = visitPropertyKey(property.key)
+ val value = visitPropertyValue(property.value)
+ key -> value
+ }
+ // Check for duplicate property names.
+ checkDuplicateKeys(properties.toSeq, ctx)
+ properties.toMap
+ }
+
+ /**
+ * A property key can either be String or a collection of dot separated elements. This function
+ * extracts the property key based on whether its a string literal or a property identifier.
+ */
+ override def visitPropertyKey(key: PropertyKeyContext): String = {
+ if (key.stringLit() != null) {
+ string(visitStringLit(key.stringLit()))
+ } else {
+ key.getText
+ }
+ }
+
+ /**
+ * A property value can be String, Integer, Boolean or Decimal. This function extracts the
+ * property value based on whether its a string, integer, boolean or decimal literal.
+ */
+ override def visitPropertyValue(value: PropertyValueContext): String = {
+ if (value == null) {
+ null
+ } else if (value.identifier != null) {
+ value.identifier.getText
+ } else if (value.value != null) {
+ string(visitStringLit(value.value))
+ } else if (value.booleanValue != null) {
+ value.getText.toLowerCase(Locale.ROOT)
+ } else {
+ value.getText
+ }
+ }
+
+ def visitPropertyKeyValues(ctx: PropertyListContext): Map[String, String] = {
+ val props = visitPropertyList(ctx)
+ val badKeys = props.collect { case (key, null) => key }
+ if (badKeys.nonEmpty) {
+ operationNotAllowed(
+ s"Values must be specified for key(s): ${badKeys.mkString("[", ",", "]")}",
+ ctx)
+ }
+ props
+ }
+
+ override def visitStringLit(ctx: StringLitContext): Token = {
+ if (ctx != null) {
+ if (ctx.STRING != null) {
+ ctx.STRING.getSymbol
+ } else {
+ ctx.DOUBLEQUOTED_STRING.getSymbol
+ }
+ } else {
+ null
+ }
+ }
+
+ override def visitSingleStatement(
+ ctx: GlutenClickhouseSqlBaseParser.SingleStatementContext): AnyRef = withOrigin(ctx) {
+ visit(ctx.statement).asInstanceOf[LogicalPlan]
+ }
+
+ override def visitCacheData(ctx: GlutenClickhouseSqlBaseParser.CacheDataContext): AnyRef =
+ withOrigin(ctx) {
+ val onlyMetaCache = ctx.META != null
+ val asynExecute = ctx.ASYNC != null
+ val (tsfilter, partitionColumn, partitionValue) = if (ctx.AFTER != null) {
+ if (ctx.filter.TIMESTAMP != null) {
+ (Some(string(ctx.filter.timestamp)), None, None)
+ } else if (ctx.filter.datepartition != null && ctx.filter.datetime != null) {
+ (None, Some(ctx.filter.datepartition.getText), Some(string(ctx.filter.datetime)))
+ } else {
+ throw new ParseException(s"Illegal filter value ${ctx.getText}", ctx)
+ }
+ } else {
+ (None, None, None)
+ }
+ val selectedColuman = visitSelectedColumnNames(ctx.selectedColumns)
+ val tablePropertyOverrides = Option(ctx.cacheProps)
+ .map(visitPropertyKeyValues)
+ .getOrElse(Map.empty[String, String])
+
+ GlutenCHCacheDataCommand(
+ onlyMetaCache,
+ asynExecute,
+ selectedColuman,
+ Option(ctx.path).map(string),
+ Option(ctx.table).map(visitTableIdentifier),
+ tsfilter,
+ partitionColumn,
+ partitionValue,
+ tablePropertyOverrides
+ )
+ }
+
+ override def visitPassThrough(ctx: GlutenClickhouseSqlBaseParser.PassThroughContext): AnyRef =
+ null
+
+ protected def visitTableIdentifier(ctx: QualifiedNameContext): TableIdentifier = withOrigin(ctx) {
+ ctx.identifier.asScala.toSeq match {
+ case Seq(tbl) => TableIdentifier(tbl.getText)
+ case Seq(db, tbl) => TableIdentifier(tbl.getText, Some(db.getText))
+ // TODO: Spark 3.5 supports catalog parameter
+ // case Seq(catalog, db, tbl) =>
+ // TableIdentifier(tbl.getText, Some(db.getText), Some(catalog.getText))
+ case _ => throw new ParseException(s"Illegal table name ${ctx.getText}", ctx)
+ }
+ }
+
+ override def visitSelectedColumnNames(ctx: SelectedColumnNamesContext): Option[Seq[String]] =
+ withOrigin(ctx) {
+ if (ctx != null) {
+ if (ctx.ASTERISK != null) {
+ // It means select all columns
+ None
+ } else if (ctx.identifier != null && !(ctx.identifier).isEmpty) {
+ Some(ctx.identifier.asScala.map(_.getText).toSeq)
+ } else {
+ throw new ParseException(s"Illegal selected column.", ctx)
+ }
+ } else {
+ throw new ParseException(s"Illegal selected column.", ctx)
+ }
+ }
+}
+
+case object PostProcessor extends GlutenClickhouseSqlBaseBaseListener {
+
+ /** Remove the back ticks from an Identifier. */
+ override def exitQuotedIdentifier(ctx: QuotedIdentifierContext): Unit = {
+ replaceTokenByIdentifier(ctx, 1) {
+ token =>
+ // Remove the double back ticks in the string.
+ token.setText(token.getText.replace("``", "`"))
+ token
+ }
+ }
+
+ /** Treat non-reserved keywords as Identifiers. */
+ override def exitNonReserved(ctx: NonReservedContext): Unit = {
+ replaceTokenByIdentifier(ctx, 0)(identity)
+ }
+
+ private def replaceTokenByIdentifier(ctx: ParserRuleContext, stripMargins: Int)(
+ f: CommonToken => CommonToken = identity): Unit = {
+ val parent = ctx.getParent
+ parent.removeLastChild()
+ val token = ctx.getChild(0).getPayload.asInstanceOf[Token]
+ val newToken = new CommonToken(
+ new org.antlr.v4.runtime.misc.Pair(token.getTokenSource, token.getInputStream),
+ GlutenClickhouseSqlBaseParser.IDENTIFIER,
+ token.getChannel,
+ token.getStartIndex + stripMargins,
+ token.getStopIndex - stripMargins
+ )
+ parent.addChild(new TerminalNodeImpl(f(newToken)))
+ }
+}
+
+class UpperCaseCharStream(wrapped: CodePointCharStream) extends CharStream {
+ override def consume(): Unit = wrapped.consume
+ override def getSourceName(): String = wrapped.getSourceName
+ override def index(): Int = wrapped.index
+ override def mark(): Int = wrapped.mark
+ override def release(marker: Int): Unit = wrapped.release(marker)
+ override def seek(where: Int): Unit = wrapped.seek(where)
+ override def size(): Int = wrapped.size
+
+ override def getText(interval: Interval): String = wrapped.getText(interval)
+
+ override def LA(i: Int): Int = {
+ val la = wrapped.LA(i)
+ if (la == 0 || la == IntStream.EOF) la
+ else Character.toUpperCase(la)
+ }
+}
diff --git a/backends-clickhouse/src/main/scala/org/apache/gluten/utils/CHJoinValidateUtil.scala b/backends-clickhouse/src/main/scala/org/apache/gluten/utils/CHJoinValidateUtil.scala
index dae8e6e073a1..0f5b5e2c4fd5 100644
--- a/backends-clickhouse/src/main/scala/org/apache/gluten/utils/CHJoinValidateUtil.scala
+++ b/backends-clickhouse/src/main/scala/org/apache/gluten/utils/CHJoinValidateUtil.scala
@@ -18,7 +18,7 @@ package org.apache.gluten.utils
import org.apache.spark.internal.Logging
import org.apache.spark.sql.catalyst.expressions.{AttributeSet, Expression}
-import org.apache.spark.sql.catalyst.plans.JoinType
+import org.apache.spark.sql.catalyst.plans._
trait JoinStrategy {
val joinType: JoinType
@@ -54,10 +54,8 @@ object CHJoinValidateUtil extends Logging {
condition: Option[Expression]): Boolean = {
var shouldFallback = false
val joinType = joinStrategy.joinType
- if (joinType.toString.contains("ExistenceJoin")) {
- return true
- }
- if (joinType.sql.contains("INNER")) {
+
+ if (!joinType.isInstanceOf[ExistenceJoin] && joinType.sql.contains("INNER")) {
shouldFallback = false;
} else if (
condition.isDefined && hasTwoTableColumn(leftOutputSet, rightOutputSet, condition.get)
@@ -74,10 +72,14 @@ object CHJoinValidateUtil extends Logging {
} else {
shouldFallback = joinStrategy match {
case SortMergeJoinStrategy(joinTy) =>
- joinTy.sql.contains("SEMI") || joinTy.sql.contains("ANTI")
+ joinTy.sql.contains("SEMI") || joinTy.sql.contains("ANTI") || joinTy.toString.contains(
+ "ExistenceJoin")
case _ => false
}
}
+ if (shouldFallback) {
+ logError(s"Fallback for join type $joinType")
+ }
shouldFallback
}
}
diff --git a/backends-clickhouse/src/main/scala/org/apache/spark/rpc/GlutenDriverEndpoint.scala b/backends-clickhouse/src/main/scala/org/apache/spark/rpc/GlutenDriverEndpoint.scala
index 319381f894b8..a061a620d209 100644
--- a/backends-clickhouse/src/main/scala/org/apache/spark/rpc/GlutenDriverEndpoint.scala
+++ b/backends-clickhouse/src/main/scala/org/apache/spark/rpc/GlutenDriverEndpoint.scala
@@ -103,7 +103,7 @@ object GlutenDriverEndpoint extends Logging with RemovalListener[String, util.Se
var glutenDriverEndpointRef: RpcEndpointRef = _
// keep executorRef on memory
- private val executorDataMap = new ConcurrentHashMap[String, ExecutorData]
+ val executorDataMap = new ConcurrentHashMap[String, ExecutorData]
// If spark.scheduler.listenerbus.eventqueue.capacity is set too small,
// the listener may lose messages.
@@ -131,4 +131,4 @@ object GlutenDriverEndpoint extends Logging with RemovalListener[String, util.Se
}
}
-private class ExecutorData(val executorEndpointRef: RpcEndpointRef) {}
+class ExecutorData(val executorEndpointRef: RpcEndpointRef) {}
diff --git a/backends-clickhouse/src/main/scala/org/apache/spark/rpc/GlutenExecutorEndpoint.scala b/backends-clickhouse/src/main/scala/org/apache/spark/rpc/GlutenExecutorEndpoint.scala
index f05933ef78e3..4d90ab6533ba 100644
--- a/backends-clickhouse/src/main/scala/org/apache/spark/rpc/GlutenExecutorEndpoint.scala
+++ b/backends-clickhouse/src/main/scala/org/apache/spark/rpc/GlutenExecutorEndpoint.scala
@@ -16,7 +16,7 @@
*/
package org.apache.spark.rpc
-import org.apache.gluten.execution.CHBroadcastBuildSideCache
+import org.apache.gluten.execution.{CHBroadcastBuildSideCache, CHNativeCacheManager}
import org.apache.spark.{SparkConf, SparkEnv}
import org.apache.spark.internal.{config, Logging}
@@ -64,10 +64,25 @@ class GlutenExecutorEndpoint(val executorId: String, val conf: SparkConf)
hashIds.forEach(
resource_id => CHBroadcastBuildSideCache.invalidateBroadcastHashtable(resource_id))
}
+ case GlutenMergeTreeCacheLoad(mergeTreeTable, columns) =>
+ CHNativeCacheManager.cacheParts(mergeTreeTable, columns, true)
case e =>
logError(s"Received unexpected message. $e")
}
+
+ override def receiveAndReply(context: RpcCallContext): PartialFunction[Any, Unit] = {
+ case GlutenMergeTreeCacheLoad(mergeTreeTable, columns) =>
+ try {
+ CHNativeCacheManager.cacheParts(mergeTreeTable, columns, false)
+ context.reply(CacheLoadResult(true))
+ } catch {
+ case _: Exception =>
+ context.reply(CacheLoadResult(false, s"executor: $executorId cache data failed."))
+ }
+ case e =>
+ logError(s"Received unexpected message. $e")
+ }
}
object GlutenExecutorEndpoint {
var executorEndpoint: GlutenExecutorEndpoint = _
diff --git a/backends-clickhouse/src/main/scala/org/apache/spark/rpc/GlutenRpcMessages.scala b/backends-clickhouse/src/main/scala/org/apache/spark/rpc/GlutenRpcMessages.scala
index 43a0b7bd42b2..d675d705f10a 100644
--- a/backends-clickhouse/src/main/scala/org/apache/spark/rpc/GlutenRpcMessages.scala
+++ b/backends-clickhouse/src/main/scala/org/apache/spark/rpc/GlutenRpcMessages.scala
@@ -35,4 +35,8 @@ object GlutenRpcMessages {
case class GlutenCleanExecutionResource(executionId: String, broadcastHashIds: util.Set[String])
extends GlutenRpcMessage
+ case class GlutenMergeTreeCacheLoad(mergeTreeTable: String, columns: util.Set[String])
+ extends GlutenRpcMessage
+
+ case class CacheLoadResult(success: Boolean, reason: String = "") extends GlutenRpcMessage
}
diff --git a/backends-clickhouse/src/main/scala/org/apache/spark/shuffle/CHColumnarShuffleWriter.scala b/backends-clickhouse/src/main/scala/org/apache/spark/shuffle/CHColumnarShuffleWriter.scala
index c113f8d4dd31..db9bba5f170a 100644
--- a/backends-clickhouse/src/main/scala/org/apache/spark/shuffle/CHColumnarShuffleWriter.scala
+++ b/backends-clickhouse/src/main/scala/org/apache/spark/shuffle/CHColumnarShuffleWriter.scala
@@ -18,8 +18,7 @@ package org.apache.spark.shuffle
import org.apache.gluten.GlutenConfig
import org.apache.gluten.backendsapi.clickhouse.CHBackendSettings
-import org.apache.gluten.memory.alloc.CHNativeMemoryAllocators
-import org.apache.gluten.memory.memtarget.{MemoryTarget, Spiller, Spillers}
+import org.apache.gluten.memory.CHThreadGroup
import org.apache.gluten.vectorized._
import org.apache.spark.SparkEnv
@@ -54,13 +53,7 @@ class CHColumnarShuffleWriter[K, V](
private val splitSize = GlutenConfig.getConf.maxBatchSize
private val customizedCompressCodec =
GlutenShuffleUtils.getCompressionCodec(conf).toUpperCase(Locale.ROOT)
- private val preferSpill = GlutenConfig.getConf.chColumnarShufflePreferSpill
- private val throwIfMemoryExceed = GlutenConfig.getConf.chColumnarThrowIfMemoryExceed
- private val flushBlockBufferBeforeEvict =
- GlutenConfig.getConf.chColumnarFlushBlockBufferBeforeEvict
private val maxSortBufferSize = GlutenConfig.getConf.chColumnarMaxSortBufferSize
- private val spillFirstlyBeforeStop = GlutenConfig.getConf.chColumnarSpillFirstlyBeforeStop
- private val forceExternalSortShuffle = GlutenConfig.getConf.chColumnarForceExternalSortShuffle
private val forceMemorySortShuffle = GlutenConfig.getConf.chColumnarForceMemorySortShuffle
private val spillThreshold = GlutenConfig.getConf.chColumnarShuffleSpillThreshold
private val jniWrapper = new CHShuffleSplitterJniWrapper
@@ -81,6 +74,7 @@ class CHColumnarShuffleWriter[K, V](
@throws[IOException]
override def write(records: Iterator[Product2[K, V]]): Unit = {
+ CHThreadGroup.registerNewThreadGroup()
internalCHWrite(records)
}
@@ -108,36 +102,11 @@ class CHColumnarShuffleWriter[K, V](
dataTmp.getAbsolutePath,
localDirs,
subDirsPerLocalDir,
- preferSpill,
spillThreshold,
CHBackendSettings.shuffleHashAlgorithm,
- throwIfMemoryExceed,
- flushBlockBufferBeforeEvict,
maxSortBufferSize,
- spillFirstlyBeforeStop,
- forceExternalSortShuffle,
forceMemorySortShuffle
)
- CHNativeMemoryAllocators.createSpillable(
- "ShuffleWriter",
- new Spiller() {
- override def spill(self: MemoryTarget, phase: Spiller.Phase, size: Long): Long = {
- if (!Spillers.PHASE_SET_SPILL_ONLY.contains(phase)) {
- return 0L;
- }
- if (nativeSplitter == 0) {
- throw new IllegalStateException(
- "Fatal: spill() called before a shuffle writer " +
- "is created. This behavior should be optimized by moving memory " +
- "allocations from make() to split()")
- }
- logError(s"Gluten shuffle writer: Trying to spill $size bytes of data")
- val spilled = splitterJniWrapper.evict(nativeSplitter);
- logError(s"Gluten shuffle writer: Spilled $spilled / $size bytes of data")
- spilled
- }
- }
- )
}
while (records.hasNext) {
val cb = records.next()._2.asInstanceOf[ColumnarBatch]
diff --git a/backends-clickhouse/src/main/scala/org/apache/spark/sql/delta/DeltaAdapterTrait.scala b/backends-clickhouse/src/main/scala/org/apache/spark/sql/delta/DeltaAdapterTrait.scala
index 3ea4af4ae708..6f3bb37050a4 100644
--- a/backends-clickhouse/src/main/scala/org/apache/spark/sql/delta/DeltaAdapterTrait.scala
+++ b/backends-clickhouse/src/main/scala/org/apache/spark/sql/delta/DeltaAdapterTrait.scala
@@ -16,7 +16,16 @@
*/
package org.apache.spark.sql.delta
+import org.apache.spark.sql.catalyst.expressions.{Attribute, Expression}
+import org.apache.spark.sql.delta.stats.DeltaScan
+
trait DeltaAdapterTrait {
def snapshot(deltaLog: DeltaLog): Snapshot
+
+ def snapshotFilesForScan(
+ snapshot: Snapshot,
+ projection: Seq[Attribute],
+ filters: Seq[Expression],
+ keepNumRecords: Boolean): DeltaScan
}
diff --git a/backends-clickhouse/src/main/scala/org/apache/spark/sql/delta/catalog/ClickHouseTableV2Base.scala b/backends-clickhouse/src/main/scala/org/apache/spark/sql/delta/catalog/ClickHouseTableV2Base.scala
index 9c129b9f5d91..633d23f77b1b 100644
--- a/backends-clickhouse/src/main/scala/org/apache/spark/sql/delta/catalog/ClickHouseTableV2Base.scala
+++ b/backends-clickhouse/src/main/scala/org/apache/spark/sql/delta/catalog/ClickHouseTableV2Base.scala
@@ -16,8 +16,11 @@
*/
package org.apache.spark.sql.delta.catalog
+import org.apache.gluten.expression.ConverterUtils.normalizeColName
+
import org.apache.spark.sql.catalyst.catalog.{BucketSpec, CatalogTable}
import org.apache.spark.sql.delta.Snapshot
+import org.apache.spark.sql.execution.datasources.utils.MergeTreeDeltaUtil
import org.apache.hadoop.fs.Path
@@ -153,33 +156,15 @@ trait ClickHouseTableV2Base {
configs.toMap
}
- def primaryKey(): String = primaryKeyOption match {
- case Some(keys) => keys.mkString(",")
- case None => ""
- }
+ def primaryKey(): String = MergeTreeDeltaUtil.columnsToStr(primaryKeyOption)
def orderByKey(): String = orderByKeyOption match {
- case Some(keys) => keys.mkString(",")
+ case Some(keys) => keys.map(normalizeColName).mkString(",")
case None => "tuple()"
}
- def lowCardKey(): String = lowCardKeyOption match {
- case Some(keys) => keys.mkString(",")
- case None => ""
- }
-
- def minmaxIndexKey(): String = minmaxIndexKeyOption match {
- case Some(keys) => keys.mkString(",")
- case None => ""
- }
-
- def bfIndexKey(): String = bfIndexKeyOption match {
- case Some(keys) => keys.mkString(",")
- case None => ""
- }
-
- def setIndexKey(): String = setIndexKeyOption match {
- case Some(keys) => keys.mkString(",")
- case None => ""
- }
+ def lowCardKey(): String = MergeTreeDeltaUtil.columnsToStr(lowCardKeyOption)
+ def minmaxIndexKey(): String = MergeTreeDeltaUtil.columnsToStr(minmaxIndexKeyOption)
+ def bfIndexKey(): String = MergeTreeDeltaUtil.columnsToStr(bfIndexKeyOption)
+ def setIndexKey(): String = MergeTreeDeltaUtil.columnsToStr(setIndexKeyOption)
}
diff --git a/backends-clickhouse/src/main/scala/org/apache/spark/sql/execution/ClickhouseBackendWrite.scala b/backends-clickhouse/src/main/scala/org/apache/spark/sql/execution/ClickhouseBackendWrite.scala
new file mode 100644
index 000000000000..225d9688c7df
--- /dev/null
+++ b/backends-clickhouse/src/main/scala/org/apache/spark/sql/execution/ClickhouseBackendWrite.scala
@@ -0,0 +1,84 @@
+/*
+ * 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.spark.sql.execution
+
+import org.apache.spark.internal.Logging
+import org.apache.spark.internal.io.FileCommitProtocol.TaskCommitMessage
+import org.apache.spark.sql.catalyst.expressions.GenericInternalRow
+import org.apache.spark.sql.execution.datasources._
+import org.apache.spark.sql.vectorized.ColumnarBatch
+
+import scala.collection.mutable
+
+case class ClickhouseBackendWrite(description: WriteJobDescription)
+ extends BackendWrite
+ with Logging {
+
+ override def collectNativeWriteFilesMetrics(cb: ColumnarBatch): Option[WriteTaskResult] = {
+ val numFiles = cb.numRows()
+ // Write an empty iterator
+ if (numFiles == 0) {
+ None
+ } else {
+ val file_col = cb.column(0)
+ val partition_col = cb.column(1)
+ val count_col = cb.column(2)
+
+ val outputPath = description.path
+ var updatedPartitions = Set.empty[String]
+ val addedAbsPathFiles: mutable.Map[String, String] = mutable.Map[String, String]()
+
+ val write_stats = Range(0, cb.numRows()).map {
+ i =>
+ val targetFileName = file_col.getUTF8String(i).toString
+ val partition = partition_col.getUTF8String(i).toString
+ if (partition != "__NO_PARTITION_ID__") {
+ updatedPartitions += partition
+ val tmpOutputPath = outputPath + "/" + partition + "/" + targetFileName
+ val customOutputPath =
+ description.customPartitionLocations.get(
+ PartitioningUtils.parsePathFragment(partition))
+ if (customOutputPath.isDefined) {
+ addedAbsPathFiles(tmpOutputPath) = customOutputPath.get + "/" + targetFileName
+ }
+ }
+ count_col.getLong(i)
+ }
+
+ val partitionsInternalRows = updatedPartitions.map {
+ part =>
+ val parts = new Array[Any](1)
+ parts(0) = part
+ new GenericInternalRow(parts)
+ }.toSeq
+
+ val numWrittenRows = write_stats.sum
+ val stats = BasicWriteTaskStats(
+ partitions = partitionsInternalRows,
+ numFiles = numFiles,
+ numBytes = 101,
+ numRows = numWrittenRows)
+ val summary =
+ ExecutedWriteSummary(updatedPartitions = updatedPartitions, stats = Seq(stats))
+
+ Some(
+ WriteTaskResult(
+ new TaskCommitMessage(addedAbsPathFiles.toMap -> updatedPartitions),
+ summary))
+ }
+ }
+}
diff --git a/backends-clickhouse/src/main/scala/org/apache/spark/sql/execution/commands/GlutenCHCacheDataCommand.scala b/backends-clickhouse/src/main/scala/org/apache/spark/sql/execution/commands/GlutenCHCacheDataCommand.scala
new file mode 100644
index 000000000000..1e6b024063b6
--- /dev/null
+++ b/backends-clickhouse/src/main/scala/org/apache/spark/sql/execution/commands/GlutenCHCacheDataCommand.scala
@@ -0,0 +1,287 @@
+/*
+ * 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.spark.sql.execution.commands
+
+import org.apache.gluten.exception.GlutenException
+import org.apache.gluten.expression.ConverterUtils
+import org.apache.gluten.substrait.rel.ExtensionTableBuilder
+
+import org.apache.spark.affinity.CHAffinity
+import org.apache.spark.rpc.GlutenDriverEndpoint
+import org.apache.spark.rpc.GlutenRpcMessages.{CacheLoadResult, GlutenMergeTreeCacheLoad}
+import org.apache.spark.sql.{Row, SparkSession}
+import org.apache.spark.sql.catalyst.TableIdentifier
+import org.apache.spark.sql.catalyst.expressions.{Attribute, AttributeReference, GreaterThanOrEqual, IsNotNull, Literal}
+import org.apache.spark.sql.delta._
+import org.apache.spark.sql.execution.command.LeafRunnableCommand
+import org.apache.spark.sql.execution.commands.GlutenCHCacheDataCommand.toExecutorId
+import org.apache.spark.sql.execution.datasources.v2.clickhouse.metadata.AddMergeTreeParts
+import org.apache.spark.sql.types.{BooleanType, StringType}
+import org.apache.spark.util.ThreadUtils
+
+import org.apache.hadoop.fs.Path
+
+import java.net.URI
+import java.util.{ArrayList => JList}
+
+import scala.collection.JavaConverters._
+import scala.collection.mutable.ArrayBuffer
+import scala.concurrent.Future
+import scala.concurrent.duration.Duration
+
+case class GlutenCHCacheDataCommand(
+ onlyMetaCache: Boolean,
+ asynExecute: Boolean,
+ selectedColuman: Option[Seq[String]],
+ path: Option[String],
+ table: Option[TableIdentifier],
+ tsfilter: Option[String],
+ partitionColumn: Option[String],
+ partitionValue: Option[String],
+ tablePropertyOverrides: Map[String, String]
+) extends LeafRunnableCommand {
+
+ override def output: Seq[Attribute] = Seq(
+ AttributeReference("result", BooleanType, nullable = false)(),
+ AttributeReference("reason", StringType, nullable = false)())
+
+ override def run(sparkSession: SparkSession): Seq[Row] = {
+ val pathToCache =
+ if (path.nonEmpty) {
+ new Path(path.get)
+ } else if (table.nonEmpty) {
+ DeltaTableIdentifier(sparkSession, table.get) match {
+ case Some(id) if id.path.nonEmpty =>
+ new Path(id.path.get)
+ case _ =>
+ new Path(sparkSession.sessionState.catalog.getTableMetadata(table.get).location)
+ }
+ } else {
+ throw DeltaErrors.missingTableIdentifierException("CACHE DATA")
+ }
+
+ val baseDeltaPath = DeltaTableUtils.findDeltaTableRoot(sparkSession, pathToCache)
+ if (baseDeltaPath.isDefined) {
+ if (baseDeltaPath.get != pathToCache) {
+ throw DeltaErrors.vacuumBasePathMissingException(baseDeltaPath.get)
+ }
+ }
+
+ val deltaLog = DeltaLog.forTable(sparkSession, pathToCache)
+ if (!deltaLog.tableExists) {
+ throw DeltaErrors.notADeltaTableException(
+ "CACHE DATA",
+ DeltaTableIdentifier(path = Some(pathToCache.toString)))
+ }
+
+ val snapshot = deltaLog.update()
+
+ require(
+ snapshot.version >= 0,
+ "No state defined for this table. Is this really " +
+ "a Delta table? Refusing to garbage collect.")
+
+ val allColumns = snapshot.dataSchema.fieldNames.toSeq
+ val selectedColumns = if (selectedColuman.nonEmpty) {
+ selectedColuman.get
+ .filter(allColumns.contains(_))
+ .map(ConverterUtils.normalizeColName)
+ .toSeq
+ } else {
+ allColumns.map(ConverterUtils.normalizeColName)
+ }
+
+ val selectedAddFiles = if (tsfilter.isDefined) {
+ val allParts = DeltaAdapter.snapshotFilesForScan(snapshot, Seq.empty, Seq.empty, false)
+ allParts.files.filter(_.modificationTime >= tsfilter.get.toLong).toSeq
+ } else if (partitionColumn.isDefined && partitionValue.isDefined) {
+ val partitionColumns = snapshot.metadata.partitionSchema.fieldNames
+ require(
+ partitionColumns.contains(partitionColumn.get),
+ s"the partition column ${partitionColumn.get} is invalid.")
+ val partitionColumnField = snapshot.metadata.partitionSchema(partitionColumn.get)
+
+ val partitionColumnAttr = AttributeReference(
+ ConverterUtils.normalizeColName(partitionColumn.get),
+ partitionColumnField.dataType,
+ partitionColumnField.nullable)()
+ val isNotNullExpr = IsNotNull(partitionColumnAttr)
+ val greaterThanOrEqual = GreaterThanOrEqual(partitionColumnAttr, Literal(partitionValue.get))
+ DeltaAdapter
+ .snapshotFilesForScan(
+ snapshot,
+ Seq(partitionColumnAttr),
+ Seq(isNotNullExpr, greaterThanOrEqual),
+ false)
+ .files
+ } else {
+ DeltaAdapter.snapshotFilesForScan(snapshot, Seq.empty, Seq.empty, false).files
+ }
+
+ val executorIdsToAddFiles =
+ scala.collection.mutable.Map[String, ArrayBuffer[AddMergeTreeParts]]()
+ val executorIdsToParts = scala.collection.mutable.Map[String, String]()
+ executorIdsToAddFiles.put(
+ GlutenCHCacheDataCommand.ALL_EXECUTORS,
+ new ArrayBuffer[AddMergeTreeParts]())
+ selectedAddFiles.foreach(
+ addFile => {
+ val mergeTreePart = addFile.asInstanceOf[AddMergeTreeParts]
+ val partName = mergeTreePart.name
+ val tableUri = URI.create(mergeTreePart.tablePath)
+ val relativeTablePath = if (tableUri.getPath.startsWith("/")) {
+ tableUri.getPath.substring(1)
+ } else tableUri.getPath
+
+ val locations = CHAffinity.getNativeMergeTreePartLocations(partName, relativeTablePath)
+
+ if (locations.isEmpty) {
+ // non soft affinity
+ executorIdsToAddFiles
+ .get(GlutenCHCacheDataCommand.ALL_EXECUTORS)
+ .get
+ .append(mergeTreePart)
+ } else {
+ locations.foreach(
+ executor => {
+ if (!executorIdsToAddFiles.contains(executor)) {
+ executorIdsToAddFiles.put(executor, new ArrayBuffer[AddMergeTreeParts]())
+ }
+ executorIdsToAddFiles.get(executor).get.append(mergeTreePart)
+ })
+ }
+ })
+
+ executorIdsToAddFiles.foreach(
+ value => {
+ val parts = value._2
+ val executorId = value._1
+ if (parts.nonEmpty) {
+ val onePart = parts(0)
+ val partNameList = parts.map(_.name).toSeq
+ // starts and lengths is useless for write
+ val partRanges = Seq.range(0L, partNameList.length).map(_ => long2Long(0L)).asJava
+
+ val extensionTableNode = ExtensionTableBuilder.makeExtensionTable(
+ -1,
+ -1,
+ onePart.database,
+ onePart.table,
+ ClickhouseSnapshot.genSnapshotId(snapshot),
+ onePart.tablePath,
+ pathToCache.toString,
+ snapshot.metadata.configuration.getOrElse("orderByKey", ""),
+ snapshot.metadata.configuration.getOrElse("lowCardKey", ""),
+ snapshot.metadata.configuration.getOrElse("minmaxIndexKey", ""),
+ snapshot.metadata.configuration.getOrElse("bloomfilterIndexKey", ""),
+ snapshot.metadata.configuration.getOrElse("setIndexKey", ""),
+ snapshot.metadata.configuration.getOrElse("primaryKey", ""),
+ partNameList.asJava,
+ partRanges,
+ partRanges,
+ ConverterUtils.convertNamedStructJson(snapshot.metadata.schema),
+ snapshot.metadata.configuration.asJava,
+ new JList[String]()
+ )
+
+ executorIdsToParts.put(executorId, extensionTableNode.getExtensionTableStr)
+ }
+ })
+
+ // send rpc call
+ if (executorIdsToParts.contains(GlutenCHCacheDataCommand.ALL_EXECUTORS)) {
+ // send all parts to all executors
+ val tableMessage = executorIdsToParts.get(GlutenCHCacheDataCommand.ALL_EXECUTORS).get
+ if (asynExecute) {
+ GlutenDriverEndpoint.executorDataMap.forEach(
+ (executorId, executor) => {
+ executor.executorEndpointRef.send(
+ GlutenMergeTreeCacheLoad(tableMessage, selectedColumns.toSet.asJava))
+ })
+ Seq(Row(true, ""))
+ } else {
+ val futureList = ArrayBuffer[Future[CacheLoadResult]]()
+ val resultList = ArrayBuffer[CacheLoadResult]()
+ GlutenDriverEndpoint.executorDataMap.forEach(
+ (executorId, executor) => {
+ futureList.append(
+ executor.executorEndpointRef.ask[CacheLoadResult](
+ GlutenMergeTreeCacheLoad(tableMessage, selectedColumns.toSet.asJava)
+ ))
+ })
+ futureList.foreach(
+ f => {
+ resultList.append(ThreadUtils.awaitResult(f, Duration.Inf))
+ })
+ if (resultList.exists(!_.success)) {
+ Seq(Row(false, resultList.filter(!_.success).map(_.reason).mkString(";")))
+ } else {
+ Seq(Row(true, ""))
+ }
+ }
+ } else {
+ if (asynExecute) {
+ executorIdsToParts.foreach(
+ value => {
+ val executorData = GlutenDriverEndpoint.executorDataMap.get(toExecutorId(value._1))
+ if (executorData != null) {
+ executorData.executorEndpointRef.send(
+ GlutenMergeTreeCacheLoad(value._2, selectedColumns.toSet.asJava))
+ } else {
+ throw new GlutenException(
+ s"executor ${value._1} not found," +
+ s" all executors are ${GlutenDriverEndpoint.executorDataMap.toString}")
+ }
+ })
+ Seq(Row(true, ""))
+ } else {
+ val futureList = ArrayBuffer[Future[CacheLoadResult]]()
+ val resultList = ArrayBuffer[CacheLoadResult]()
+ executorIdsToParts.foreach(
+ value => {
+ val executorData = GlutenDriverEndpoint.executorDataMap.get(toExecutorId(value._1))
+ if (executorData != null) {
+ futureList.append(
+ executorData.executorEndpointRef.ask[CacheLoadResult](
+ GlutenMergeTreeCacheLoad(value._2, selectedColumns.toSet.asJava)
+ ))
+ } else {
+ throw new GlutenException(
+ s"executor ${value._1} not found," +
+ s" all executors are ${GlutenDriverEndpoint.executorDataMap.toString}")
+ }
+ })
+ futureList.foreach(
+ f => {
+ resultList.append(ThreadUtils.awaitResult(f, Duration.Inf))
+ })
+ if (resultList.exists(!_.success)) {
+ Seq(Row(false, resultList.filter(!_.success).map(_.reason).mkString(";")))
+ } else {
+ Seq(Row(true, ""))
+ }
+ }
+ }
+ }
+}
+
+object GlutenCHCacheDataCommand {
+ val ALL_EXECUTORS = "allExecutors"
+
+ private def toExecutorId(executorId: String): String =
+ executorId.split("_").last
+}
diff --git a/backends-clickhouse/src/main/scala/org/apache/spark/sql/execution/datasources/utils/MergeTreeDeltaUtil.scala b/backends-clickhouse/src/main/scala/org/apache/spark/sql/execution/datasources/utils/MergeTreeDeltaUtil.scala
index 954b43b6ab6c..6b2af0953f00 100644
--- a/backends-clickhouse/src/main/scala/org/apache/spark/sql/execution/datasources/utils/MergeTreeDeltaUtil.scala
+++ b/backends-clickhouse/src/main/scala/org/apache/spark/sql/execution/datasources/utils/MergeTreeDeltaUtil.scala
@@ -16,6 +16,8 @@
*/
package org.apache.spark.sql.execution.datasources.utils
+import org.apache.gluten.expression.ConverterUtils.normalizeColName
+
object MergeTreeDeltaUtil {
val DEFAULT_ORDER_BY_KEY = "tuple()"
@@ -25,7 +27,7 @@ object MergeTreeDeltaUtil {
primaryKeyOption: Option[Seq[String]]): (String, String) = {
val orderByKey =
if (orderByKeyOption.isDefined && orderByKeyOption.get.nonEmpty) {
- orderByKeyOption.get.mkString(",")
+ columnsToStr(orderByKeyOption)
} else DEFAULT_ORDER_BY_KEY
val primaryKey =
@@ -33,9 +35,14 @@ object MergeTreeDeltaUtil {
!orderByKey.equals(DEFAULT_ORDER_BY_KEY) && primaryKeyOption.isDefined &&
primaryKeyOption.get.nonEmpty
) {
- primaryKeyOption.get.mkString(",")
+ columnsToStr(primaryKeyOption)
} else ""
(orderByKey, primaryKey)
}
+
+ def columnsToStr(option: Option[Seq[String]]): String = option match {
+ case Some(keys) => keys.map(normalizeColName).mkString(",")
+ case None => ""
+ }
}
diff --git a/backends-clickhouse/src/main/scala/org/apache/spark/sql/execution/datasources/utils/MergeTreePartsPartitionsUtil.scala b/backends-clickhouse/src/main/scala/org/apache/spark/sql/execution/datasources/utils/MergeTreePartsPartitionsUtil.scala
index 64e41778cb9b..03199f7ffe83 100644
--- a/backends-clickhouse/src/main/scala/org/apache/spark/sql/execution/datasources/utils/MergeTreePartsPartitionsUtil.scala
+++ b/backends-clickhouse/src/main/scala/org/apache/spark/sql/execution/datasources/utils/MergeTreePartsPartitionsUtil.scala
@@ -166,7 +166,7 @@ object MergeTreePartsPartitionsUtil extends Logging {
partition =>
partition.files.map(
fs => {
- val path = fs.getPath.toString
+ val path = fs.getPath.toUri.toString
val ret = ClickhouseSnapshot.pathToAddMTPCache.getIfPresent(path)
if (ret == null) {
diff --git a/backends-clickhouse/src/main/scala/org/apache/spark/sql/execution/datasources/v1/CHFormatWriterInjects.scala b/backends-clickhouse/src/main/scala/org/apache/spark/sql/execution/datasources/v1/CHFormatWriterInjects.scala
index 9d4c26e5a47b..547904d7e037 100644
--- a/backends-clickhouse/src/main/scala/org/apache/spark/sql/execution/datasources/v1/CHFormatWriterInjects.scala
+++ b/backends-clickhouse/src/main/scala/org/apache/spark/sql/execution/datasources/v1/CHFormatWriterInjects.scala
@@ -17,6 +17,8 @@
package org.apache.spark.sql.execution.datasources.v1
import org.apache.gluten.execution.datasource.GlutenRowSplitter
+import org.apache.gluten.expression.ConverterUtils
+import org.apache.gluten.memory.CHThreadGroup
import org.apache.gluten.vectorized.CHColumnVector
import org.apache.spark.sql.SparkSession
@@ -25,6 +27,7 @@ import org.apache.spark.sql.execution.datasources._
import org.apache.spark.sql.execution.datasources.orc.OrcUtils
import org.apache.spark.sql.types.StructType
+import io.substrait.proto.{NamedStruct, Type}
import org.apache.hadoop.fs.FileStatus
import org.apache.hadoop.mapreduce.TaskAttemptContext
@@ -37,10 +40,21 @@ trait CHFormatWriterInjects extends GlutenFormatWriterInjectsBase {
nativeConf: java.util.Map[String, String]): OutputWriter = {
val originPath = path
val datasourceJniWrapper = new CHDatasourceJniWrapper();
+ CHThreadGroup.registerNewThreadGroup()
+
+ val namedStructBuilder = NamedStruct.newBuilder
+ val structBuilder = Type.Struct.newBuilder
+ for (field <- dataSchema.fields) {
+ namedStructBuilder.addNames(field.name)
+ structBuilder.addTypes(ConverterUtils.getTypeNode(field.dataType, field.nullable).toProtobuf)
+ }
+ namedStructBuilder.setStruct(structBuilder.build)
+ var namedStruct = namedStructBuilder.build
+
val instance =
datasourceJniWrapper.nativeInitFileWriterWrapper(
path,
- dataSchema.fieldNames,
+ namedStruct.toByteArray,
getFormatName());
new OutputWriter {
diff --git a/backends-clickhouse/src/main/scala/org/apache/spark/sql/execution/datasources/v1/CHMergeTreeWriterInjects.scala b/backends-clickhouse/src/main/scala/org/apache/spark/sql/execution/datasources/v1/CHMergeTreeWriterInjects.scala
index e11406d56619..d203deacc810 100644
--- a/backends-clickhouse/src/main/scala/org/apache/spark/sql/execution/datasources/v1/CHMergeTreeWriterInjects.scala
+++ b/backends-clickhouse/src/main/scala/org/apache/spark/sql/execution/datasources/v1/CHMergeTreeWriterInjects.scala
@@ -18,7 +18,6 @@ package org.apache.spark.sql.execution.datasources.v1
import org.apache.gluten.backendsapi.BackendsApiManager
import org.apache.gluten.expression.ConverterUtils
-import org.apache.gluten.memory.alloc.CHNativeMemoryAllocators
import org.apache.gluten.sql.shims.SparkShimLoader
import org.apache.gluten.substrait.`type`.ColumnTypeNode
import org.apache.gluten.substrait.SubstraitContext
@@ -97,7 +96,6 @@ class CHMergeTreeWriterInjects extends GlutenFormatWriterInjectsBase {
// use table schema instead of data schema
SparkShimLoader.getSparkShims.attributesFromStruct(tableSchema)
)
- val allocId = CHNativeMemoryAllocators.contextInstance.getNativeInstanceId
val datasourceJniWrapper = new CHDatasourceJniWrapper()
val instance =
datasourceJniWrapper.nativeInitMergeTreeWriterWrapper(
@@ -107,8 +105,7 @@ class CHMergeTreeWriterInjects extends GlutenFormatWriterInjectsBase {
context.getTaskAttemptID.getTaskID.getId.toString,
context.getConfiguration.get("mapreduce.task.gluten.mergetree.partition.dir"),
context.getConfiguration.get("mapreduce.task.gluten.mergetree.bucketid.str"),
- buildNativeConf(nativeConf),
- allocId
+ buildNativeConf(nativeConf)
)
new MergeTreeOutputWriter(database, tableName, datasourceJniWrapper, instance, path)
@@ -170,22 +167,10 @@ object CHMergeTreeWriterInjects {
primaryKeyOption
)
- val lowCardKey = lowCardKeyOption match {
- case Some(keys) => keys.mkString(",")
- case None => ""
- }
- val minmaxIndexKey = minmaxIndexKeyOption match {
- case Some(keys) => keys.mkString(",")
- case None => ""
- }
- val bfIndexKey = bfIndexKeyOption match {
- case Some(keys) => keys.mkString(",")
- case None => ""
- }
- val setIndexKey = setIndexKeyOption match {
- case Some(keys) => keys.mkString(",")
- case None => ""
- }
+ val lowCardKey = MergeTreeDeltaUtil.columnsToStr(lowCardKeyOption)
+ val minmaxIndexKey = MergeTreeDeltaUtil.columnsToStr(minmaxIndexKeyOption)
+ val bfIndexKey = MergeTreeDeltaUtil.columnsToStr(bfIndexKeyOption)
+ val setIndexKey = MergeTreeDeltaUtil.columnsToStr(setIndexKeyOption)
val substraitContext = new SubstraitContext
val extensionTableNode = ExtensionTableBuilder.makeExtensionTable(
diff --git a/backends-clickhouse/src/main/scala/org/apache/spark/sql/execution/datasources/v1/clickhouse/MergeTreeFileFormatDataWriter.scala b/backends-clickhouse/src/main/scala/org/apache/spark/sql/execution/datasources/v1/clickhouse/MergeTreeFileFormatDataWriter.scala
index 712afb3788d1..4f522e218659 100644
--- a/backends-clickhouse/src/main/scala/org/apache/spark/sql/execution/datasources/v1/clickhouse/MergeTreeFileFormatDataWriter.scala
+++ b/backends-clickhouse/src/main/scala/org/apache/spark/sql/execution/datasources/v1/clickhouse/MergeTreeFileFormatDataWriter.scala
@@ -306,7 +306,8 @@ abstract class MergeTreeBaseDynamicPartitionDataWriter(
releaseCurrentWriter()
}
- val partDir = partitionValues.map(getPartitionPath(_))
+ val partDir =
+ partitionValues.map(getPartitionPath(_)).map(str => new Path(str).toUri.toASCIIString)
partDir.foreach(updatedPartitions.add)
val bucketIdStr = bucketId.map(id => f"$id%05d").getOrElse("")
diff --git a/backends-clickhouse/src/main/scala/org/apache/spark/sql/execution/datasources/v1/clickhouse/MergeTreeFileFormatWriter.scala b/backends-clickhouse/src/main/scala/org/apache/spark/sql/execution/datasources/v1/clickhouse/MergeTreeFileFormatWriter.scala
index ad2f3851627c..506bdd03b4f1 100644
--- a/backends-clickhouse/src/main/scala/org/apache/spark/sql/execution/datasources/v1/clickhouse/MergeTreeFileFormatWriter.scala
+++ b/backends-clickhouse/src/main/scala/org/apache/spark/sql/execution/datasources/v1/clickhouse/MergeTreeFileFormatWriter.scala
@@ -16,6 +16,8 @@
*/
package org.apache.spark.sql.execution.datasources.v1.clickhouse
+import org.apache.gluten.memory.CHThreadGroup
+
import org.apache.spark.{SparkException, TaskContext, TaskOutputFileAlreadyExistException}
import org.apache.spark.internal.Logging
import org.apache.spark.internal.io.{FileCommitProtocol, SparkHadoopWriterUtils}
@@ -263,7 +265,7 @@ object MergeTreeFileFormatWriter extends Logging {
iterator: Iterator[InternalRow],
concurrentOutputWriterSpec: Option[ConcurrentOutputWriterSpec]
): MergeTreeWriteTaskResult = {
-
+ CHThreadGroup.registerNewThreadGroup();
val jobId = SparkHadoopWriterUtils.createJobID(new Date(jobIdInstant), sparkStageId)
val taskId = new TaskID(jobId, TaskType.MAP, sparkPartitionId)
val taskAttemptId = new TaskAttemptID(taskId, sparkAttemptNumber)
diff --git a/backends-clickhouse/src/main/scala/org/apache/spark/sql/execution/datasources/v2/clickhouse/metadata/AddFileTags.scala b/backends-clickhouse/src/main/scala/org/apache/spark/sql/execution/datasources/v2/clickhouse/metadata/AddFileTags.scala
index 8acc23aec207..71d5c5431834 100644
--- a/backends-clickhouse/src/main/scala/org/apache/spark/sql/execution/datasources/v2/clickhouse/metadata/AddFileTags.scala
+++ b/backends-clickhouse/src/main/scala/org/apache/spark/sql/execution/datasources/v2/clickhouse/metadata/AddFileTags.scala
@@ -33,7 +33,7 @@ class AddMergeTreeParts(
val database: String,
val table: String,
val engine: String, // default is "MergeTree"
- override val path: String, // table path
+ val tablePath: String, // table path
val targetNode: String, // the node which the current part is generated
val name: String, // part name
val uuid: String,
@@ -98,7 +98,7 @@ object AddFileTags {
database: String,
table: String,
engine: String,
- path: String,
+ tablePath: String,
targetNode: String,
name: String,
uuid: String,
@@ -125,7 +125,7 @@ object AddFileTags {
"database" -> database,
"table" -> table,
"engine" -> engine,
- "path" -> path,
+ "path" -> tablePath,
"targetNode" -> targetNode,
"partition" -> partition,
"uuid" -> uuid,
@@ -161,7 +161,7 @@ object AddFileTags {
addFile.tags.get("database").get,
addFile.tags.get("table").get,
addFile.tags.get("engine").get,
- addFile.path,
+ addFile.tags.get("path").get,
addFile.tags.get("targetNode").get,
addFile.path,
addFile.tags.get("uuid").get,
@@ -199,6 +199,7 @@ object AddFileTags {
mapper.readValue(returnedMetrics, new TypeReference[JList[WriteReturnedMetric]]() {})
var addFiles = new ArrayBuffer[AddFile]()
val path = new Path(originPathStr)
+ val modificationTime = System.currentTimeMillis()
addFiles.appendAll(values.asScala.map {
value =>
AddFileTags.partsInfoToAddFile(
@@ -213,7 +214,7 @@ object AddFileTags {
value.getDiskSize,
-1L,
-1L,
- -1L,
+ modificationTime,
"",
-1L,
-1L,
diff --git a/cpp/core/shuffle/Options.cc b/backends-clickhouse/src/test/java/org/apache/gluten/utils/TestExceptionUtils.java
similarity index 86%
rename from cpp/core/shuffle/Options.cc
rename to backends-clickhouse/src/test/java/org/apache/gluten/utils/TestExceptionUtils.java
index 8e05a10d6859..74e2141203b0 100644
--- a/cpp/core/shuffle/Options.cc
+++ b/backends-clickhouse/src/test/java/org/apache/gluten/utils/TestExceptionUtils.java
@@ -14,5 +14,8 @@
* See the License for the specific language governing permissions and
* limitations under the License.
*/
+package org.apache.gluten.utils;
-#include "shuffle/Options.h"
+public class TestExceptionUtils {
+ public static native void generateNativeException();
+}
diff --git a/backends-clickhouse/src/test/java/org/apache/spark/memory/TestTaskMemoryManagerSuite.java b/backends-clickhouse/src/test/java/org/apache/spark/memory/TestTaskMemoryManagerSuite.java
deleted file mode 100644
index 905ffacde023..000000000000
--- a/backends-clickhouse/src/test/java/org/apache/spark/memory/TestTaskMemoryManagerSuite.java
+++ /dev/null
@@ -1,115 +0,0 @@
-/*
- * 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.spark.memory;
-
-import org.apache.gluten.memory.SimpleMemoryUsageRecorder;
-import org.apache.gluten.memory.alloc.CHManagedCHReservationListener;
-import org.apache.gluten.memory.alloc.CHNativeMemoryAllocator;
-import org.apache.gluten.memory.alloc.CHNativeMemoryAllocatorManagerImpl;
-import org.apache.gluten.memory.memtarget.MemoryTargets;
-import org.apache.gluten.memory.memtarget.Spillers;
-
-import org.apache.spark.SparkConf;
-import org.apache.spark.internal.config.package$;
-import org.junit.After;
-import org.junit.Assert;
-import org.junit.Before;
-import org.junit.Test;
-
-import java.util.Collections;
-
-public class TestTaskMemoryManagerSuite {
- static {
- // for skip loading lib in NativeMemoryAllocator
- System.setProperty("spark.sql.testkey", "true");
- }
-
- protected TaskMemoryManager taskMemoryManager;
- protected CHManagedCHReservationListener listener;
- protected CHNativeMemoryAllocatorManagerImpl manager;
-
- @Before
- public void initMemoryManager() {
- final SparkConf conf =
- new SparkConf()
- .set(package$.MODULE$.MEMORY_OFFHEAP_ENABLED(), true)
- .set(package$.MODULE$.MEMORY_OFFHEAP_SIZE(), 1000L);
- taskMemoryManager = new TaskMemoryManager(new UnifiedMemoryManager(conf, 1000L, 500L, 1), 0);
-
- listener =
- new CHManagedCHReservationListener(
- MemoryTargets.newConsumer(
- taskMemoryManager, "test", Spillers.NOOP, Collections.emptyMap()),
- new SimpleMemoryUsageRecorder());
-
- manager = new CHNativeMemoryAllocatorManagerImpl(new CHNativeMemoryAllocator(-1L, listener));
- }
-
- @After
- public void destroyMemoryManager() {
- taskMemoryManager = null;
- listener = null;
- manager = null;
- }
-
- @Test
- public void testCHNativeMemoryManager() {
- listener.reserveOrThrow(100L);
- Assert.assertEquals(100L, taskMemoryManager.getMemoryConsumptionForThisTask());
-
- listener.unreserve(100L);
- Assert.assertEquals(0L, taskMemoryManager.getMemoryConsumptionForThisTask());
- }
-
- @Test
- public void testMemoryFreeLessThanMalloc() {
- listener.reserveOrThrow(100L);
- Assert.assertEquals(100L, taskMemoryManager.getMemoryConsumptionForThisTask());
-
- listener.unreserve(200L);
- Assert.assertEquals(0L, taskMemoryManager.getMemoryConsumptionForThisTask());
- }
-
- @Test
- public void testMemoryLeak() {
- listener.reserveOrThrow(100L);
- Assert.assertEquals(100L, taskMemoryManager.getMemoryConsumptionForThisTask());
-
- listener.unreserve(100L);
- Assert.assertEquals(0L, taskMemoryManager.getMemoryConsumptionForThisTask());
-
- listener.reserveOrThrow(100L);
- Assert.assertEquals(100L, taskMemoryManager.getMemoryConsumptionForThisTask());
-
- listener.reserveOrThrow(100L);
- Assert.assertEquals(200L, taskMemoryManager.getMemoryConsumptionForThisTask());
-
- try {
- manager.release();
- } catch (Exception e) {
- Assert.assertTrue(e instanceof UnsupportedOperationException);
- }
- }
-
- @Test(expected = UnsupportedOperationException.class)
- public void testAcquireLessMemory() {
- listener.reserveOrThrow(100L);
- Assert.assertEquals(100L, taskMemoryManager.getMemoryConsumptionForThisTask());
-
- listener.reserveOrThrow(1000L);
- }
-}
diff --git a/backends-clickhouse/src/test/resources/csv-data/supplier.csv b/backends-clickhouse/src/test/resources/csv-data/supplier.csv
new file mode 100644
index 000000000000..4a9de1718292
--- /dev/null
+++ b/backends-clickhouse/src/test/resources/csv-data/supplier.csv
@@ -0,0 +1,10000 @@
+1|Supplier#000000001| N kD4on9OM Ipw3,gf0JBoQDd7tgrzrddZ|17|27-918-335-1736|5755.94|each slyly above the careful
+2|Supplier#000000002|89eJ5ksX3ImxJQBvxObC,|5|15-679-861-2259|4032.68| slyly bold instructions. idle dependen
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+4|Supplier#000000004|Bk7ah4CK8SYQTepEmvMkkgMwg|15|25-843-787-7479|4641.08|riously even requests above the exp
+5|Supplier#000000005|Gcdm2rJRzl5qlTVzc|11|21-151-690-3663|-283.84|. slyly regular pinto bea
+6|Supplier#000000006|tQxuVm7s7CnK|14|24-696-997-4969|1365.79|final accounts. regular dolphins use against the furiously ironic decoys.
+7|Supplier#000000007|s,4TicNGB4uO6PaSqNBUq|23|33-990-965-2201|6820.35|s unwind silently furiously regular courts. final requests are deposits. requests wake quietly blit
+8|Supplier#000000008|9Sq4bBH2FQEmaFOocY45sRTxo6yuoG|17|27-498-742-3860|7627.85|al pinto beans. asymptotes haggl
+9|Supplier#000000009|1KhUgZegwM3ua7dsYmekYBsK|10|20-403-398-8662|5302.37|s. unusual, even requests along the furiously regular pac
+10|Supplier#000000010|Saygah3gYWMp72i PY|24|34-852-489-8585|3891.91|ing waters. regular requests ar
+11|Supplier#000000011|JfwTs,LZrV, M,9C|18|28-613-996-1505|3393.08|y ironic packages. slyly ironic accounts affix furiously; ironically unusual excuses across the flu
+12|Supplier#000000012|aLIW q0HYd|8|18-179-925-7181|1432.69|al packages nag alongside of the bold instructions. express, daring accounts
+13|Supplier#000000013|HK71HQyWoqRWOX8GI FpgAifW,2PoH|3|13-727-620-7813|9107.22|requests engage regularly instructions. furiously special requests ar
+14|Supplier#000000014|EXsnO5pTNj4iZRm|15|25-656-247-5058|9189.82|l accounts boost. fluffily bold warhorses wake
+15|Supplier#000000015|olXVbNBfVzRqgokr1T,Ie|8|18-453-357-6394|308.56| across the furiously regular platelets wake even deposits. quickly express she
+16|Supplier#000000016|YjP5C55zHDXL7LalK27zfQnwejdpin4AMpvh|22|32-822-502-4215|2972.26|ously express ideas haggle quickly dugouts? fu
+17|Supplier#000000017|c2d,ESHRSkK3WYnxpgw6aOqN0q|19|29-601-884-9219|1687.81|eep against the furiously bold ideas. fluffily bold packa
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+19|Supplier#000000019|edZT3es,nBFD8lBXTGeTl|24|34-278-310-2731|6150.38|refully final foxes across the dogged theodolites sleep slyly abou
+20|Supplier#000000020|iybAE,RmTymrZVYaFZva2SH,j|3|13-715-945-6730|530.82|n, ironic ideas would nag blithely about the slyly regular accounts. silent, expr
+21|Supplier#000000021|81CavellcrJ0PQ3CPBID0Z0JwyJm0ka5igEs|2|12-253-590-5816|9365.80|d. instructions integrate sometimes slyly pending instructions. accounts nag among the
+22|Supplier#000000022|okiiQFk 8lm6EVX6Q0,bEcO|4|14-144-830-2814|-966.20| ironically among the deposits. closely expre
+23|Supplier#000000023|ssetugTcXc096qlD7 2TL5crEEeS3zk|9|19-559-422-5776|5926.41|ges could have to are ironic deposits. regular, even request
+24|Supplier#000000024|C4nPvLrVmKPPabFCj|0|10-620-939-2254|9170.71|usly pending deposits. slyly final accounts run
+25|Supplier#000000025|RCQKONXMFnrodzz6w7fObFVV6CUm2q|22|32-431-945-3541|9198.31|ely regular deposits. carefully regular sauternes engage furiously above the regular accounts. idly
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+27|Supplier#000000027|lC4CjKwNHUr6L4xIpzOBK4NlHkFTg|18|28-708-999-2028|1887.62|s according to the quickly regular hockey playe
+28|Supplier#000000028|GBhvoRh,7YIN V|0|10-538-384-8460|-891.99|ld requests across the pinto beans are carefully against the quickly final courts. accounts sleep
+29|Supplier#000000029|658tEqXLPvRd6xpFdqC2|1|11-555-705-5922|-811.62|y express ideas play furiously. even accounts sleep fluffily across the accounts. careful
+30|Supplier#000000030|84NmC1rmQfO0fj3zkobLT|16|26-940-594-4852|8080.14|ias. carefully silent accounts cajole blithely. pending, special accounts cajole quickly above the f
+31|Supplier#000000031|fRJimA7zchyApqRLHcQeocVpP|16|26-515-530-4159|5916.91|into beans wake after the special packages. slyly fluffy requests cajole furio
+32|Supplier#000000032|yvoD3TtZSx1skQNCK8agk5bZlZLug|23|33-484-637-7873|3556.47|usly even depths. quickly ironic theodolites s
+33|Supplier#000000033|gfeKpYw3400L0SDywXA6Ya1Qmq1w6YB9f3R|7|17-138-897-9374|8564.12|n sauternes along the regular asymptotes are regularly along the
+34|Supplier#000000034|mYRe3KvA2O4lL4HhxDKkkrPUDPMKRCSp,Xpa|10|20-519-982-2343|237.31|eposits. slyly final deposits toward the slyly regular dependencies sleep among the excu
+35|Supplier#000000035|QymmGXxjVVQ5OuABCXVVsu,4eF gU0Qc6|21|31-720-790-5245|4381.41| ironic deposits! final, bold platelets haggle quickly quickly pendin
+36|Supplier#000000036|mzSpBBJvbjdx3UKTW3bLFewRD78D91lAC879|13|23-273-493-3679|2371.51|ular theodolites must haggle regular, bold accounts. slyly final pinto beans bo
+37|Supplier#000000037|cqjyB5h1nV|0|10-470-144-1330|3017.47|iously final instructions. quickly special accounts hang fluffily above the accounts. deposits
+38|Supplier#000000038|xEcx45vD0FXHT7c9mvWFY|4|14-361-296-6426|2512.41|ins. fluffily special accounts haggle slyly af
+39|Supplier#000000039|ZM, nSYpEPWr1yAFHaC91qjFcijjeU5eH|8|18-851-856-5633|6115.65|le slyly requests. special packages shall are blithely. slyly unusual packages sleep
+40|Supplier#000000040|zyIeWzbbpkTV37vm1nmSGBxSgd2Kp|22|32-231-247-6991|-290.06| final patterns. accounts haggle idly pas
+41|Supplier#000000041|G 1FKHR435 wMKFmyt|18|28-739-447-2525|6942.67|odolites boost across the furiously regular fo
+42|Supplier#000000042|1Y5lwEgpe3j2vbUBYj3SwLhK62JlwEMtDC|22|32-698-298-6317|6565.11| fluffily even requests cajole blithely fu
+43|Supplier#000000043|Z5mLuAoTUEeKY5v22VnnA4D87Ao6jF2LvMYnlX8h|12|22-421-568-4862|7773.41|unts. unusual, final asymptotes
+44|Supplier#000000044|kERxlLDnlIZJdN66zAPHklyL|7|17-713-930-5667|9759.38|x. carefully quiet account
+45|Supplier#000000045|LcKnsa8XGtIO0WYSB7hkOrH rnzRg1|9|19-189-635-8862|2944.23|iously according to the ironic, silent accounts.
+46|Supplier#000000046|e0URUXfDOYMdKe16Z5h5StMRbzGmTs,D2cjap|24|34-748-308-3215|3580.35|gular, regular ideas across th
+47|Supplier#000000047|3XM1x,Pcxqw,HK4XNlgbnZMbLhBHLA|14|24-810-354-4471|2958.09|sly ironic deposits sleep carefully along t
+48|Supplier#000000048|jg0U FNPMQDuyuKvTnLXXaLf3Wl6OtONA6mQlWJ|14|24-722-551-9498|5630.62|xpress instructions affix. fluffily even requests boos
+49|Supplier#000000049|Nvq 6macF4GtJvz|24|34-211-567-6800|9915.24|the finally bold dependencies. dependencies after the fluffily final foxes boost fluffi
+50|Supplier#000000050|rGobqSMMYz0ErrPhCGS|9|19-561-560-7437|4515.87|warhorses. ironic, regular accounts detect slyly after the quickly f
+51|Supplier#000000051|rDkBXb01POIKjOwrij62uM8O4|9|19-475-537-1368|7241.40|ges nag at the blithely busy instructions. fluffy packages wake quickly. even, ironic ideas boost b
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+53|Supplier#000000053|i9v3 EsYCfLKFU6PIt8iihBOHBB37yR7b3GD7Rt|7|17-886-101-6083|6177.35|onic, special deposits wake furio
+54|Supplier#000000054|J1s,Wxb5pg|12|22-966-435-7200|2733.69|blithely pending dolphins. quickly regular theodolites haggle slyly
+55|Supplier#000000055|OqdYSiOQeG4eGi636Tj|24|34-876-912-6007|7162.15|kages. blithely even foxes cajole special, final accounts. blithely even dependencies r
+56|Supplier#000000056|fUVtlUVal GiHBOuYoUQ XQ9NfNLQR3Gl|16|26-471-195-5486|-632.16| sleep special deposits. unusual requests wake blithely slyly regular ideas.
+57|Supplier#000000057|bEWqUVRR f0mb2o18Y|17|27-681-514-6892|-831.07|detect according to the furiously br
+58|Supplier#000000058|01dEADIZoCULZXg|16|26-659-969-5586|92.44|refully final foxes are. even, express courts according to the b
+59|Supplier#000000059|N8lKbYjMnVlEHmTPRmBgtLiX8rrJx|17|27-249-395-9123|586.16|ffily along the even decoys. final instructions abov
+60|Supplier#000000060|cb08ntDTARo47WmnBcYXu|8|18-550-360-2464|4515.80|thely express ideas use blithely
+61|Supplier#000000061|Oz0M1qBR9I|8|18-396-489-9719|6096.58|s the slyly regular ideas shall
+62|Supplier#000000062|bSmlFYUKBeRsqJxwC9 zS6xpFdEf5jNTb|19|29-603-653-2494|9202.57|ts. furiously ironic pinto beans are permanently after the bold ideas. regular, express f
+63|Supplier#000000063|NlV0OQyIoPvPkw5AYuWGomX,hgqm1|5|15-781-401-3047|5742.03|ar deposits. blithely bold accounts against the slyly final pinto beans sleep about the exp
+64|Supplier#000000064|w80JjnIP lGoLdUjRutbv81gGlqqpW4PQBeOtSYU|24|34-278-790-7004|1309.70|uickly regular requests use. carefully i
+65|Supplier#000000065|BsAnHUmSFArppKrM|22|32-444-835-2434|-963.79|l ideas wake carefully around the regular packages. furiously ruthless pinto bea
+66|Supplier#000000066|qYdruFJQJYYiKvnNVmYfCVydVB8bcW,AW,U6SOV3|23|33-300-836-9529|2455.98|ar requests. express orbits de
+67|Supplier#000000067|7YrEKJncHFk5D W7ZaqfAXV|4|14-563-538-1657|3576.55|ray slyly final foxes. furio
+68|Supplier#000000068|Ue6N50wH2CwE4PPgTGLmat,ibGYYlDoOb3xQwtgb|21|31-267-327-4328|5119.38|inal requests. ruthlessly ironic packages cajole
+69|Supplier#000000069|T2Dl9,f97e333eRuMi2z |4|14-491-707-8310|8466.50|! carefully ironic instructions nag quickly pending requests. fluffily even deposits sleep a
+70|Supplier#000000070|INWNH2w,OOWgNDq0BRCcBwOMQc6PdFDc4|6|16-821-608-1166|9508.37|ests sleep quickly express ideas. ironic ideas haggle about the final T
+71|Supplier#000000071|YFo8an7P6wi Q|1|11-743-919-7272|8179.68| final accounts. bold, final escapades must have to cajole about the special platelets. fu
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+75|Supplier#000000075|7f3gN4rP1livII|18|28-716-704-8686|-224.84|eans. even, silent packages c
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+83|Supplier#000000083|WRJUkzCn050seVz57oAfrbCuw|14|24-529-559-2461|1467.77|ly pending courts would cajole enticingly even deposits. slyly express
+84|Supplier#000000084|DcYjWMiZGQqEKOJi4wAmIV08ikx|24|34-869-118-7803|4780.93|even depths. regular foxes use slyly. theod
+85|Supplier#000000085|Ckls9RtlzKSF|7|17-167-806-8199|7174.74|egular packages. bold pinto beans wake fur
+86|Supplier#000000086|J1fgg5QaqnN|19|29-903-665-7065|1883.37|cajole furiously special, final requests: furiously spec
+87|Supplier#000000087|WCw7URDj8zoZ7tqC3cpm7|24|34-860-229-1674|4746.66|all are quickly after the ironic platelets. pending dolphins are. final the
+88|Supplier#000000088|yOshY8wwzMgS|11|21-191-938-9469|3086.13|furiously special excuses aff
+89|Supplier#000000089|fhtzZcSorhud1|9|19-259-876-1014|1638.02|en instructions across the slyly ironic requests engage
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+93|Supplier#000000093|wd1djjKXT,4zBm|16|26-528-528-1157|368.76|yly final accounts could are carefully. fluffily ironic instruct
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+95|Supplier#000000095|p2 2hBfH5TD|19|29-142-539-1403|2588.83|sual instructions cajole slyly with the final ac
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+99|Supplier#000000099|4SxkTHG28nZrtT0,MnVF9H|18|28-272-909-1617|3671.34|nic dependencies dazzle flu
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+101|Supplier#000000101|8KUTzVw32Pw3PD7 h,YJ0ysOoBtz9JfZI|11|21-970-795-5691|4901.77|ar foxes. carefully final ideas are. blithely regular deposits about the carefully regular package
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+105|Supplier#000000105|cB YSy5Bla|4|14-951-800-2742|3754.75|sual requests haggle slyly. theodolites
+106|Supplier#000000106|50EV3vyfAsWJAjTbT4qwU|21|31-810-990-4600|8091.65|eas affix carefully fluffily silent packages. regular deposits bo
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+109|Supplier#000000109|4 63llZBLxtWRa A|21|31-405-311-8656|9202.82|al courts. unusual escapades cajol
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+114|Supplier#000000114|Uvz iykaBYOC|20|30-998-334-7841|4559.18|jole slyly blithely regular requests-- even requests haggle alongsid
+115|Supplier#000000115|nJ 2t0f7Ve,wL1,6WzGBJLNBUCKlsV|23|33-597-248-1220|9192.10|es across the carefully express accounts boost caref
+116|Supplier#000000116|gABGPfNYwB 9g1rMYWSAhpo 4|13|23-188-305-1829|5751.39|xcuses wake quickly above the regular packages; s
+117|Supplier#000000117|ZnlLNC,8YN10T4mjI8eq5bJ|18|28-470-879-3141|4589.18|ymptotes. blithely regular theodolites are slyly according to the
+118|Supplier#000000118|BYtvNtFpQAHHoBFWF|0|10-475-868-5521|7317.43|y ironic theodolites. furiously bold ideas use along t
+119|Supplier#000000119|4CxBrM0o4yt6LYFxZIyZ89Xnf8LZNn6KcYc|18|28-558-264-1202|2060.13|ctions: quickly final courts wake quietly foxes. packages hag
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+128|Supplier#000000128|u,I0ayLPI2HKL|23|33-957-200-2556|1091.04|ng requests. slyly final ideas affix slyly even requests. fluffily regular theo
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diff --git a/backends-clickhouse/src/test/scala/org/apache/gluten/RunTPCHTest.scala b/backends-clickhouse/src/test/scala/org/apache/gluten/RunTPCHTest.scala
deleted file mode 100644
index 6dfab5bf5a91..000000000000
--- a/backends-clickhouse/src/test/scala/org/apache/gluten/RunTPCHTest.scala
+++ /dev/null
@@ -1,153 +0,0 @@
-/*
- * 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.gluten
-
-import org.apache.gluten.benchmarks.GenTPCHTableScripts
-
-import org.apache.spark.sql.SparkSession
-
-import org.apache.commons.io.FileUtils
-
-import java.io.File
-
-import scala.collection.mutable.ArrayBuffer
-import scala.io.Source
-
-// scalastyle:off
-object RunTPCHTest {
-
- def main(args: Array[String]): Unit = {
- // parquet or mergetree
- val fileFormat = "parquet"
- val libPath = "/usr/local/clickhouse/lib/libch.so"
- if (!(new File(libPath)).exists()) System.exit(1)
- // TPCH data files path
- val dataFilesPath = "/data/tpch-data/" + fileFormat
- if (!(new File(dataFilesPath)).exists()) System.exit(1)
- // the time of execution
- val executedCnt = 5
- // local thread count
- val thrdCnt = 3
- val shufflePartitions = 6
- val shuffleManager = "org.apache.spark.shuffle.sort.ColumnarShuffleManager"
- val ioCompressionCodec = "LZ4"
- val columnarColumnToRow = "true"
- val driverMemory = "10G"
- val offHeapSize = "10G"
- val rootPath = this.getClass.getResource("/").getPath
- val basePath = rootPath + "tests-working-home"
- val warehouse = basePath + "/spark-warehouse"
- val metaStorePathAbsolute = basePath + "/meta"
- val hiveMetaStoreDB = metaStorePathAbsolute + "/metastore_db"
-
- // create dir
- val basePathDir = new File(basePath)
- if (basePathDir.exists()) {
- FileUtils.forceDelete(basePathDir)
- }
- FileUtils.forceMkdir(basePathDir)
- FileUtils.forceMkdir(new File(warehouse))
- FileUtils.forceMkdir(new File(metaStorePathAbsolute))
-
- val resourcePath = rootPath + "../../../../gluten-core/src/test/resources/"
- val queryPath = resourcePath + "/tpch-queries/"
- // which sql to execute
- val sqlFilePath = queryPath + "q01.sql"
- val sqlStr = Source.fromFile(new File(sqlFilePath), "UTF-8")
-
- val spark = SparkSession
- .builder()
- .appName("Gluten-TPCH-Test")
- .master(s"local[$thrdCnt]")
- .config("spark.driver.memory", driverMemory)
- .config("spark.sql.shuffle.partitions", shufflePartitions)
- .config("spark.sql.files.maxPartitionBytes", 1024 << 10 << 10) // default is 128M
- .config("spark.sql.files.openCostInBytes", 1024 << 10 << 10) // default is 4M
- // .config("spark.sql.sources.useV1SourceList", "avro")
- .config("spark.memory.fraction", "0.6")
- .config("spark.memory.storageFraction", "0.3")
- .config("spark.plugins", "org.apache.gluten.GlutenPlugin")
- .config(
- "spark.sql.catalog.spark_catalog",
- "org.apache.spark.sql.execution.datasources.v2.clickhouse.ClickHouseSparkCatalog")
- .config("spark.shuffle.manager", shuffleManager)
- .config("spark.io.compression.codec", ioCompressionCodec)
- .config("spark.databricks.delta.maxSnapshotLineageLength", 20)
- .config("spark.databricks.delta.snapshotPartitions", 1)
- .config("spark.databricks.delta.properties.defaults.checkpointInterval", 5)
- .config("spark.databricks.delta.stalenessLimit", 3600 * 1000)
- .config("spark.gluten.sql.columnar.columnarToRow", columnarColumnToRow)
- .config("spark.gluten.sql.columnar.backend.ch.worker.id", "1")
- .config(GlutenConfig.GLUTEN_LIB_PATH, libPath)
- .config("spark.gluten.sql.columnar.iterator", "true")
- .config("spark.gluten.sql.columnar.hashagg.enablefinal", "true")
- .config("spark.gluten.sql.enable.native.validation", "false")
- .config("spark.sql.columnVector.offheap.enabled", "true")
- .config("spark.memory.offHeap.enabled", "true")
- .config("spark.memory.offHeap.size", offHeapSize)
- .config("spark.gluten.sql.columnar.backend.ch.runtime_config.logger.level", "error")
- .config("spark.sql.warehouse.dir", warehouse)
- .config(
- "javax.jdo.option.ConnectionURL",
- s"jdbc:derby:;databaseName=$hiveMetaStoreDB;create=true")
- .enableHiveSupport()
- .getOrCreate()
-
- spark.sparkContext.setLogLevel("WARN")
-
- createParquetTables(spark, fileFormat, dataFilesPath)
- testTPCHOne(spark, sqlStr.mkString, executedCnt)
- }
-
- def createParquetTables(spark: SparkSession, fileFormat: String, dataFilesPath: String): Unit = {
- val bucketSQL = if (fileFormat.equalsIgnoreCase("parquet")) {
- GenTPCHTableScripts.genTPCHParquetTables(dataFilesPath)
- } else {
- GenTPCHTableScripts.genTPCHMergeTreeTables(dataFilesPath)
- }
-
- for (sql <- bucketSQL) {
- spark.sql(sql)
- }
- }
-
- def testTPCHOne(spark: SparkSession, sqlStr: String, executedCnt: Int): Unit = {
- spark
- .sql(s"""
- |use default;
- |""".stripMargin)
- try {
- val tookTimeArr = ArrayBuffer[Long]()
- for (i <- 1 to executedCnt) {
- val startTime = System.nanoTime()
- val df = spark.sql(sqlStr)
- val result = df.collect()
- df.explain(false)
- println(result.length)
- result.foreach(r => println(r.mkString(",")))
- val tookTime = (System.nanoTime() - startTime) / 1000000
- println(s"Execute $i time, time: $tookTime")
- tookTimeArr += tookTime
- }
-
- println(tookTimeArr.mkString(","))
- } catch {
- case e: Exception => e.printStackTrace()
- }
- }
-}
-// scalastyle:on
diff --git a/backends-clickhouse/src/test/scala/org/apache/gluten/affinity/CHUTAffinity.scala b/backends-clickhouse/src/test/scala/org/apache/gluten/affinity/CHUTAffinity.scala
deleted file mode 100644
index c7d77e550083..000000000000
--- a/backends-clickhouse/src/test/scala/org/apache/gluten/affinity/CHUTAffinity.scala
+++ /dev/null
@@ -1,40 +0,0 @@
-/*
- * 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.gluten.affinity
-
-import org.apache.gluten.GlutenConfig
-import org.apache.gluten.backendsapi.clickhouse.CHBackendSettings
-import org.apache.gluten.softaffinity.AffinityManager
-
-import org.apache.spark.affinity.MixedAffinity
-
-/** Get the locations by SoftAffinityManager */
-object CHUTAffinity extends MixedAffinity(CHUTSoftAffinityManager) {
- override lazy val affinityMode: String = CHBackendSettings.affinityMode
-}
-
-object CHUTSoftAffinityManager extends AffinityManager {
- override lazy val usingSoftAffinity: Boolean = true
-
- override lazy val minOnTargetHosts: Int =
- GlutenConfig.GLUTEN_SOFT_AFFINITY_MIN_TARGET_HOSTS_DEFAULT_VALUE
-
- override lazy val detectDuplicateReading = true
-
- override lazy val maxDuplicateReadingRecords =
- GlutenConfig.GLUTEN_SOFT_AFFINITY_MAX_DUPLICATE_READING_RECORDS_DEFAULT_VALUE
-}
diff --git a/backends-clickhouse/src/test/scala/org/apache/gluten/benchmarks/GenTPCDSDecimalTableScripts.scala b/backends-clickhouse/src/test/scala/org/apache/gluten/benchmarks/GenTPCDSDecimalTableScripts.scala
deleted file mode 100644
index 47f4b9917aa7..000000000000
--- a/backends-clickhouse/src/test/scala/org/apache/gluten/benchmarks/GenTPCDSDecimalTableScripts.scala
+++ /dev/null
@@ -1,1358 +0,0 @@
-/*
- * 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.gluten.benchmarks
-
-import scala.collection.mutable.ArrayBuffer
-
-object GenTPCDSDecimalTableScripts {
-
- val catalogSalesFields =
- s"""
- | cs_sold_date_sk INT,
- | cs_sold_time_sk INT,
- | cs_ship_date_sk INT,
- | cs_bill_customer_sk INT,
- | cs_bill_cdemo_sk INT,
- | cs_bill_hdemo_sk INT,
- | cs_bill_addr_sk INT,
- | cs_ship_customer_sk INT,
- | cs_ship_cdemo_sk INT,
- | cs_ship_hdemo_sk INT,
- | cs_ship_addr_sk INT,
- | cs_call_center_sk INT,
- | cs_catalog_page_sk INT,
- | cs_ship_mode_sk INT,
- | cs_warehouse_sk INT,
- | cs_item_sk INT,
- | cs_promo_sk INT,
- | cs_order_number LONG,
- | cs_quantity INT,
- | cs_wholesale_cost decimal(7,2),
- | cs_list_price decimal(7,2),
- | cs_sales_price decimal(7,2),
- | cs_ext_discount_amt decimal(7,2),
- | cs_ext_sales_price decimal(7,2),
- | cs_ext_wholesale_cost decimal(7,2),
- | cs_ext_list_price decimal(7,2),
- | cs_ext_tax decimal(7,2),
- | cs_coupon_amt decimal(7,2),
- | cs_ext_ship_cost decimal(7,2),
- | cs_net_paid decimal(7,2),
- | cs_net_paid_inc_tax decimal(7,2),
- | cs_net_paid_inc_ship decimal(7,2),
- | cs_net_paid_inc_ship_tax decimal(7,2),
- | cs_net_profit decimal(7,2)
- |""".stripMargin
-
- val catalogReturnsFields =
- s"""
- | cr_returned_date_sk INT,
- | cr_returned_time_sk INT,
- | cr_item_sk INT,
- | cr_refunded_customer_sk INT,
- | cr_refunded_cdemo_sk INT,
- | cr_refunded_hdemo_sk INT,
- | cr_refunded_addr_sk INT,
- | cr_returning_customer_sk INT,
- | cr_returning_cdemo_sk INT,
- | cr_returning_hdemo_sk INT,
- | cr_returning_addr_sk INT,
- | cr_call_center_sk INT,
- | cr_catalog_page_sk INT,
- | cr_ship_mode_sk INT,
- | cr_warehouse_sk INT,
- | cr_reason_sk INT,
- | cr_order_number LONG,
- | cr_return_quantity INT,
- | cr_return_amount decimal(7,2),
- | cr_return_tax decimal(7,2),
- | cr_return_amt_inc_tax decimal(7,2),
- | cr_fee decimal(7,2),
- | cr_return_ship_cost decimal(7,2),
- | cr_refunded_cash decimal(7,2),
- | cr_reversed_charge decimal(7,2),
- | cr_store_credit decimal(7,2),
- | cr_net_loss decimal(7,2)
- |""".stripMargin
-
- val inventoryFields =
- s"""
- | inv_date_sk INT,
- | inv_item_sk INT,
- | inv_warehouse_sk INT,
- | inv_quantity_on_hand INT
- |""".stripMargin
-
- val storeSalesFields =
- s"""
- | ss_sold_date_sk INT,
- | ss_sold_time_sk INT,
- | ss_item_sk INT,
- | ss_customer_sk INT,
- | ss_cdemo_sk INT,
- | ss_hdemo_sk INT,
- | ss_addr_sk INT,
- | ss_store_sk INT,
- | ss_promo_sk INT,
- | ss_ticket_number LONG,
- | ss_quantity INT,
- | ss_wholesale_cost decimal(7,2),
- | ss_list_price decimal(7,2),
- | ss_sales_price decimal(7,2),
- | ss_ext_discount_amt decimal(7,2),
- | ss_ext_sales_price decimal(7,2),
- | ss_ext_wholesale_cost decimal(7,2),
- | ss_ext_list_price decimal(7,2),
- | ss_ext_tax decimal(7,2),
- | ss_coupon_amt decimal(7,2),
- | ss_net_paid decimal(7,2),
- | ss_net_paid_inc_tax decimal(7,2),
- | ss_net_profit decimal(7,2)
- |""".stripMargin
-
- val storeReturnsFields =
- s"""
- | sr_returned_date_sk INT,
- | sr_return_time_sk INT,
- | sr_item_sk INT,
- | sr_customer_sk INT,
- | sr_cdemo_sk INT,
- | sr_hdemo_sk INT,
- | sr_addr_sk INT,
- | sr_store_sk INT,
- | sr_reason_sk INT,
- | sr_ticket_number LONG,
- | sr_return_quantity INT,
- | sr_return_amt decimal(7,2),
- | sr_return_tax decimal(7,2),
- | sr_return_amt_inc_tax decimal(7,2),
- | sr_fee decimal(7,2),
- | sr_return_ship_cost decimal(7,2),
- | sr_refunded_cash decimal(7,2),
- | sr_reversed_charge decimal(7,2),
- | sr_store_credit decimal(7,2),
- | sr_net_loss decimal(7,2)
- |""".stripMargin
-
- val webSalesFields =
- s"""
- | ws_sold_date_sk INT,
- | ws_sold_time_sk INT,
- | ws_ship_date_sk INT,
- | ws_item_sk INT,
- | ws_bill_customer_sk INT,
- | ws_bill_cdemo_sk INT,
- | ws_bill_hdemo_sk INT,
- | ws_bill_addr_sk INT,
- | ws_ship_customer_sk INT,
- | ws_ship_cdemo_sk INT,
- | ws_ship_hdemo_sk INT,
- | ws_ship_addr_sk INT,
- | ws_web_page_sk INT,
- | ws_web_site_sk INT,
- | ws_ship_mode_sk INT,
- | ws_warehouse_sk INT,
- | ws_promo_sk INT,
- | ws_order_number LONG,
- | ws_quantity INT,
- | ws_wholesale_cost decimal(7,2),
- | ws_list_price decimal(7,2),
- | ws_sales_price decimal(7,2),
- | ws_ext_discount_amt decimal(7,2),
- | ws_ext_sales_price decimal(7,2),
- | ws_ext_wholesale_cost decimal(7,2),
- | ws_ext_list_price decimal(7,2),
- | ws_ext_tax decimal(7,2),
- | ws_coupon_amt decimal(7,2),
- | ws_ext_ship_cost decimal(7,2),
- | ws_net_paid decimal(7,2),
- | ws_net_paid_inc_tax decimal(7,2),
- | ws_net_paid_inc_ship decimal(7,2),
- | ws_net_paid_inc_ship_tax decimal(7,2),
- | ws_net_profit decimal(7,2)
- |""".stripMargin
-
- val webReturnsFields =
- s"""
- | wr_returned_date_sk INT,
- | wr_returned_time_sk INT,
- | wr_item_sk INT,
- | wr_refunded_customer_sk INT,
- | wr_refunded_cdemo_sk INT,
- | wr_refunded_hdemo_sk INT,
- | wr_refunded_addr_sk INT,
- | wr_returning_customer_sk INT,
- | wr_returning_cdemo_sk INT,
- | wr_returning_hdemo_sk INT,
- | wr_returning_addr_sk INT,
- | wr_web_page_sk INT,
- | wr_reason_sk INT,
- | wr_order_number LONG,
- | wr_return_quantity INT,
- | wr_return_amt decimal(7,2),
- | wr_return_tax decimal(7,2),
- | wr_return_amt_inc_tax decimal(7,2),
- | wr_fee decimal(7,2),
- | wr_return_ship_cost decimal(7,2),
- | wr_refunded_cash decimal(7,2),
- | wr_reversed_charge decimal(7,2),
- | wr_account_credit decimal(7,2),
- | wr_net_loss decimal(7,2)
- |""".stripMargin
-
- val callCenterFields =
- s"""
- | cc_call_center_sk INT,
- | cc_call_center_id STRING,
- | cc_rec_start_date DATE,
- | cc_rec_end_date DATE,
- | cc_closed_date_sk INT,
- | cc_open_date_sk INT,
- | cc_name STRING,
- | cc_class STRING,
- | cc_employees INT,
- | cc_sq_ft INT,
- | cc_hours STRING,
- | cc_manager STRING,
- | cc_mkt_id INT,
- | cc_mkt_class STRING,
- | cc_mkt_desc STRING,
- | cc_market_manager STRING,
- | cc_division INT,
- | cc_division_name STRING,
- | cc_company INT,
- | cc_company_name STRING,
- | cc_street_number STRING,
- | cc_street_name STRING,
- | cc_street_type STRING,
- | cc_suite_number STRING,
- | cc_city STRING,
- | cc_county STRING,
- | cc_state STRING,
- | cc_zip STRING,
- | cc_country STRING,
- | cc_gmt_offset decimal(5,2),
- | cc_tax_percentage decimal(5,2)
- |""".stripMargin
-
- val catalogPageFields =
- s"""
- | cp_catalog_page_sk int,
- | cp_catalog_page_id string,
- | cp_start_date_sk int,
- | cp_end_date_sk int,
- | cp_department string,
- | cp_catalog_number int,
- | cp_catalog_page_number int,
- | cp_description string,
- | cp_type string
- |""".stripMargin
-
- val customerFields =
- s"""
- | c_customer_sk int,
- | c_customer_id string,
- | c_current_cdemo_sk int,
- | c_current_hdemo_sk int,
- | c_current_addr_sk int,
- | c_first_shipto_date_sk int,
- | c_first_sales_date_sk int,
- | c_salutation string,
- | c_first_name string,
- | c_last_name string,
- | c_preferred_cust_flag string,
- | c_birth_day int,
- | c_birth_month int,
- | c_birth_year int,
- | c_birth_country string,
- | c_login string,
- | c_email_address string,
- | c_last_review_date string
- |""".stripMargin
-
- val customerAddressFields =
- s"""
- | ca_address_sk int,
- | ca_address_id string,
- | ca_street_number string,
- | ca_street_name string,
- | ca_street_type string,
- | ca_suite_number string,
- | ca_city string,
- | ca_county string,
- | ca_state string,
- | ca_zip string,
- | ca_country string,
- | ca_gmt_offset decimal(5,2),
- | ca_location_type string
- |""".stripMargin
-
- val customerDemographicsFields =
- s"""
- | cd_demo_sk int,
- | cd_gender string,
- | cd_marital_status string,
- | cd_education_status string,
- | cd_purchase_estimate int,
- | cd_credit_rating string,
- | cd_dep_count int,
- | cd_dep_employed_count int,
- | cd_dep_college_count int
- |""".stripMargin
-
- val dateDimFields =
- s"""
- | d_date_sk int,
- | d_date_id string,
- | d_date date,
- | d_month_seq int,
- | d_week_seq int,
- | d_quarter_seq int,
- | d_year int,
- | d_dow int,
- | d_moy int,
- | d_dom int,
- | d_qoy int,
- | d_fy_year int,
- | d_fy_quarter_seq int,
- | d_fy_week_seq int,
- | d_day_name string,
- | d_quarter_name string,
- | d_holiday string,
- | d_weekend string,
- | d_following_holiday string,
- | d_first_dom int,
- | d_last_dom int,
- | d_same_day_ly int,
- | d_same_day_lq int,
- | d_current_day string,
- | d_current_week string,
- | d_current_month string,
- | d_current_quarter string,
- | d_current_year string
- |""".stripMargin
-
- val householdDemographicsFields =
- s"""
- | hd_demo_sk int,
- | hd_income_band_sk int,
- | hd_buy_potential string,
- | hd_dep_count int,
- | hd_vehicle_count int
- |""".stripMargin
-
- val incomeBandFields =
- s"""
- | ib_income_band_sk int,
- | ib_lower_bound int,
- | ib_upper_bound int
- |""".stripMargin
-
- val itemFields =
- s"""
- | i_item_sk int,
- | i_item_id string,
- | i_rec_start_date date,
- | i_rec_end_date date,
- | i_item_desc string,
- | i_current_price decimal(7,2),
- | i_wholesale_cost decimal(7,2),
- | i_brand_id int,
- | i_brand string,
- | i_class_id int,
- | i_class string,
- | i_category_id int,
- | i_category string,
- | i_manufact_id int,
- | i_manufact string,
- | i_size string,
- | i_formulation string,
- | i_color string,
- | i_units string,
- | i_container string,
- | i_manager_id int,
- | i_product_name string
- |""".stripMargin
-
- val promotionFields =
- s"""
- | p_promo_sk int,
- | p_promo_id string,
- | p_start_date_sk int,
- | p_end_date_sk int,
- | p_item_sk int,
- | p_cost decimal(15,2),
- | p_response_target int,
- | p_promo_name string,
- | p_channel_dmail string,
- | p_channel_email string,
- | p_channel_catalog string,
- | p_channel_tv string,
- | p_channel_radio string,
- | p_channel_press string,
- | p_channel_event string,
- | p_channel_demo string,
- | p_channel_details string,
- | p_purpose string,
- | p_discount_active string
- |""".stripMargin
-
- val reasonFields =
- s"""
- | r_reason_sk int,
- | r_reason_id string,
- | r_reason_desc string
- |""".stripMargin
-
- val shipModeFields =
- s"""
- | sm_ship_mode_sk int,
- | sm_ship_mode_id string,
- | sm_type string,
- | sm_code string,
- | sm_carrier string,
- | sm_contract string
- |""".stripMargin
-
- val storeFields =
- s"""
- | s_store_sk int,
- | s_store_id string,
- | s_rec_start_date date,
- | s_rec_end_date date,
- | s_closed_date_sk int,
- | s_store_name string,
- | s_number_employees int,
- | s_floor_space int,
- | s_hours string,
- | s_manager string,
- | s_market_id int,
- | s_geography_class string,
- | s_market_desc string,
- | s_market_manager string,
- | s_division_id int,
- | s_division_name string,
- | s_company_id int,
- | s_company_name string,
- | s_street_number string,
- | s_street_name string,
- | s_street_type string,
- | s_suite_number string,
- | s_city string,
- | s_county string,
- | s_state string,
- | s_zip string,
- | s_country string,
- | s_gmt_offset decimal(5,2),
- | s_tax_precentage decimal(5,2)
- |""".stripMargin
-
- val timeDimFields =
- s"""
- | t_time_sk int,
- | t_time_id string,
- | t_time int,
- | t_hour int,
- | t_minute int,
- | t_second int,
- | t_am_pm string,
- | t_shift string,
- | t_sub_shift string,
- | t_meal_time string
- |""".stripMargin
-
- val warehouseFields =
- s"""
- | w_warehouse_sk int,
- | w_warehouse_id string,
- | w_warehouse_name string,
- | w_warehouse_sq_ft int,
- | w_street_number string,
- | w_street_name string,
- | w_street_type string,
- | w_suite_number string,
- | w_city string,
- | w_county string,
- | w_state string,
- | w_zip string,
- | w_country string,
- | w_gmt_offset decimal(5,2)
- |""".stripMargin
-
- val webPageFields =
- s"""
- | wp_web_page_sk int,
- | wp_web_page_id string,
- | wp_rec_start_date date,
- | wp_rec_end_date date,
- | wp_creation_date_sk int,
- | wp_access_date_sk int,
- | wp_autogen_flag string,
- | wp_customer_sk int,
- | wp_url string,
- | wp_type string,
- | wp_char_count int,
- | wp_link_count int,
- | wp_image_count int,
- | wp_max_ad_count int
- |""".stripMargin
-
- val webSiteFields =
- s"""
- | web_site_sk int,
- | web_site_id string,
- | web_rec_start_date date,
- | web_rec_end_date date,
- | web_name string,
- | web_open_date_sk int,
- | web_close_date_sk int,
- | web_class string,
- | web_manager string,
- | web_mkt_id int,
- | web_mkt_class string,
- | web_mkt_desc string,
- | web_market_manager string,
- | web_company_id int,
- | web_company_name string,
- | web_street_number string,
- | web_street_name string,
- | web_street_type string,
- | web_suite_number string,
- | web_city string,
- | web_county string,
- | web_state string,
- | web_zip string,
- | web_country string,
- | web_gmt_offset decimal(5,2),
- | web_tax_percentage decimal(5,2)
- |""".stripMargin
-
- def main(args: Array[String]): Unit = {}
-
- def genTPCDSMergeTreeTables(
- dbName: String,
- dataPathRoot: String,
- tablePrefix: String,
- tableSuffix: String): Unit = {}
-
- def genTPCDSParquetTables(
- dbName: String,
- dataPathRoot: String,
- tablePrefix: String,
- tableSuffix: String): ArrayBuffer[String] = {
- val catalogSalesTbl = "catalog_sales"
- val catalogSalesPartitionCols = "PARTITIONED BY (cs_sold_date_sk)"
-
- val catalogReturnsTbl = "catalog_returns"
- val catalogReturnsPartitionCols = "PARTITIONED BY (cr_returned_date_sk)"
-
- val inventoryTbl = "inventory"
- val inventoryPartitionCols = "PARTITIONED BY (inv_date_sk)"
-
- val storeSalesTbl = "store_sales"
- val storeSalesPartitionCols = "PARTITIONED BY (ss_sold_date_sk)"
-
- val storeReturnsTbl = "store_returns"
- val storeReturnsPartitionCols = "PARTITIONED BY (sr_returned_date_sk)"
-
- val webSalesTbl = "web_sales"
- val webSalesPartitionCols = "PARTITIONED BY (ws_sold_date_sk)"
-
- val webReturnsTbl = "web_returns"
- val webReturnsPartitionCols = "PARTITIONED BY (wr_returned_date_sk)"
-
- val callCenterTbl = "call_center"
- val callCenterPartitionCols = ""
-
- val catalogPageTbl = "catalog_page"
- val catalogPagePartitionCols = ""
-
- val customerTbl = "customer"
- val customerPartitionCols = ""
-
- val customerAddressTbl = "customer_address"
- val customerAddressPartitionCols = ""
-
- val customerDemographicsTbl = "customer_demographics"
- val customerDemographicsPartitionCols = ""
-
- val dateDimTbl = "date_dim"
- val dateDimPartitionCols = ""
-
- val householdDemographicsTbl = "household_demographics"
- val householdDemographicsPartitionCols = ""
-
- val incomeBandTbl = "income_band"
- val incomeBandPartitionCols = ""
-
- val itemTbl = "item"
- val itemPartitionCols = ""
-
- val promotionTbl = "promotion"
- val promotionPartitionCols = ""
-
- val reasonTbl = "reason"
- val reasonPartitionCols = ""
-
- val shipModeTbl = "ship_mode"
- val shipModePartitionCols = ""
-
- val storeTbl = "store"
- val storePartitionCols = ""
-
- val timeDimTbl = "time_dim"
- val timeDimPartitionCols = ""
-
- val warehouseTbl = "warehouse"
- val warehousePartitionCols = ""
-
- val webPageTbl = "web_page"
- val webPagePartitionCols = ""
-
- val webSiteTbl = "web_site"
- val webSitePartitionCols = ""
-
- val res = new ArrayBuffer[String]()
- res +=
- s"""
- |CREATE DATABASE IF NOT EXISTS $dbName
- |WITH DBPROPERTIES (engine='Parquet');
- |""".stripMargin
-
- res += s"""use $dbName;"""
-
- // catalog_sales
- genOneTPCDSParquetTableSQL(
- res,
- dataPathRoot,
- catalogSalesTbl,
- catalogSalesFields,
- catalogSalesPartitionCols,
- tablePrefix,
- tableSuffix)
-
- // catalog_returns
- genOneTPCDSParquetTableSQL(
- res,
- dataPathRoot,
- catalogReturnsTbl,
- catalogReturnsFields,
- catalogReturnsPartitionCols,
- tablePrefix,
- tableSuffix)
-
- // inventory
- genOneTPCDSParquetTableSQL(
- res,
- dataPathRoot,
- inventoryTbl,
- inventoryFields,
- inventoryPartitionCols,
- tablePrefix,
- tableSuffix)
-
- // store_sales
- genOneTPCDSParquetTableSQL(
- res,
- dataPathRoot,
- storeSalesTbl,
- storeSalesFields,
- storeSalesPartitionCols,
- tablePrefix,
- tableSuffix)
-
- // store_returns
- genOneTPCDSParquetTableSQL(
- res,
- dataPathRoot,
- storeReturnsTbl,
- storeReturnsFields,
- storeReturnsPartitionCols,
- tablePrefix,
- tableSuffix)
-
- // web_sales
- genOneTPCDSParquetTableSQL(
- res,
- dataPathRoot,
- webSalesTbl,
- webSalesFields,
- webSalesPartitionCols,
- tablePrefix,
- tableSuffix)
-
- // web_returns
- genOneTPCDSParquetTableSQL(
- res,
- dataPathRoot,
- webReturnsTbl,
- webReturnsFields,
- webReturnsPartitionCols,
- tablePrefix,
- tableSuffix)
-
- // call_center
- genOneTPCDSParquetTableSQL(
- res,
- dataPathRoot,
- callCenterTbl,
- callCenterFields,
- callCenterPartitionCols,
- tablePrefix,
- tableSuffix)
-
- // catalog_page
- genOneTPCDSParquetTableSQL(
- res,
- dataPathRoot,
- catalogPageTbl,
- catalogPageFields,
- catalogPagePartitionCols,
- tablePrefix,
- tableSuffix)
-
- // customer
- genOneTPCDSParquetTableSQL(
- res,
- dataPathRoot,
- customerTbl,
- customerFields,
- customerPartitionCols,
- tablePrefix,
- tableSuffix)
-
- // customer_address
- genOneTPCDSParquetTableSQL(
- res,
- dataPathRoot,
- customerAddressTbl,
- customerAddressFields,
- customerAddressPartitionCols,
- tablePrefix,
- tableSuffix)
-
- // customer_demographics
- genOneTPCDSParquetTableSQL(
- res,
- dataPathRoot,
- customerDemographicsTbl,
- customerDemographicsFields,
- customerDemographicsPartitionCols,
- tablePrefix,
- tableSuffix)
-
- // date_dim
- genOneTPCDSParquetTableSQL(
- res,
- dataPathRoot,
- dateDimTbl,
- dateDimFields,
- dateDimPartitionCols,
- tablePrefix,
- tableSuffix)
-
- // household_demographics
- genOneTPCDSParquetTableSQL(
- res,
- dataPathRoot,
- householdDemographicsTbl,
- householdDemographicsFields,
- householdDemographicsPartitionCols,
- tablePrefix,
- tableSuffix)
-
- // income_band
- genOneTPCDSParquetTableSQL(
- res,
- dataPathRoot,
- incomeBandTbl,
- incomeBandFields,
- incomeBandPartitionCols,
- tablePrefix,
- tableSuffix)
-
- // item
- genOneTPCDSParquetTableSQL(
- res,
- dataPathRoot,
- itemTbl,
- itemFields,
- itemPartitionCols,
- tablePrefix,
- tableSuffix)
-
- // promotion
- genOneTPCDSParquetTableSQL(
- res,
- dataPathRoot,
- promotionTbl,
- promotionFields,
- promotionPartitionCols,
- tablePrefix,
- tableSuffix)
-
- // reason
- genOneTPCDSParquetTableSQL(
- res,
- dataPathRoot,
- reasonTbl,
- reasonFields,
- reasonPartitionCols,
- tablePrefix,
- tableSuffix)
-
- // ship_mode
- genOneTPCDSParquetTableSQL(
- res,
- dataPathRoot,
- shipModeTbl,
- shipModeFields,
- shipModePartitionCols,
- tablePrefix,
- tableSuffix)
-
- // store
- genOneTPCDSParquetTableSQL(
- res,
- dataPathRoot,
- storeTbl,
- storeFields,
- storePartitionCols,
- tablePrefix,
- tableSuffix)
-
- // time_dim
- genOneTPCDSParquetTableSQL(
- res,
- dataPathRoot,
- timeDimTbl,
- timeDimFields,
- timeDimPartitionCols,
- tablePrefix,
- tableSuffix)
-
- // warehouse
- genOneTPCDSParquetTableSQL(
- res,
- dataPathRoot,
- warehouseTbl,
- warehouseFields,
- warehousePartitionCols,
- tablePrefix,
- tableSuffix)
-
- // web_page
- genOneTPCDSParquetTableSQL(
- res,
- dataPathRoot,
- webPageTbl,
- webPageFields,
- webPagePartitionCols,
- tablePrefix,
- tableSuffix)
-
- // web_site
- genOneTPCDSParquetTableSQL(
- res,
- dataPathRoot,
- webSiteTbl,
- webSiteFields,
- webSitePartitionCols,
- tablePrefix,
- tableSuffix)
-
- // scalastyle:off println
- println(res.mkString("\n\n"))
- // scalastyle:on println
- res
- }
-
- def genOneTPCDSParquetTableSQL(
- res: ArrayBuffer[String],
- dataPathRoot: String,
- tblName: String,
- tblFields: String,
- tblPartitionCols: String,
- tablePrefix: String,
- tableSuffix: String): Unit = {
- // scalastyle:off println
- println(s"start to generate sqls for table $tblName")
- // scalastyle:on println
- res += s"""DROP TABLE IF EXISTS $tablePrefix$tblName$tableSuffix;"""
- res +=
- s"""
- |CREATE TABLE IF NOT EXISTS $tablePrefix$tblName$tableSuffix (
- |$tblFields
- | )
- | USING PARQUET
- | $tblPartitionCols
- | LOCATION '${dataPathRoot + tblName}'
- | ;
- |""".stripMargin
-
- if (!tblPartitionCols.isEmpty) {
- res += s"""MSCK REPAIR TABLE $tablePrefix$tblName$tableSuffix;"""
- }
- }
-
- def genTPCDSCSV2ParquetSQL(
- dbName: String,
- parquetDbName: String,
- csvPathRoot: String,
- parquetPathRoot: String,
- tablePrefix: String,
- tableSuffix: String): ArrayBuffer[String] = {
- val catalogSalesTbl = "catalog_sales"
- val catalogSalesParts = "/*+ REPARTITION(2) */"
- val catalogSalesPartitionCols = "PARTITIONED BY (cs_sold_date_sk)"
-
- val catalogReturnsTbl = "catalog_returns"
- val catalogReturnsParts = ""
- val catalogReturnsPartitionCols = "PARTITIONED BY (cr_returned_date_sk)"
-
- val inventoryTbl = "inventory"
- val inventoryParts = "/*+ REPARTITION(2) */"
- val inventoryPartitionCols = "PARTITIONED BY (inv_date_sk)"
-
- val storeSalesTbl = "store_sales"
- val storeSalesParts = "/*+ REPARTITION(2) */"
- val storeSalesPartitionCols = "PARTITIONED BY (ss_sold_date_sk)"
-
- val storeReturnsTbl = "store_returns"
- val storeReturnsParts = ""
- val storeReturnsPartitionCols = "PARTITIONED BY (sr_returned_date_sk)"
-
- val webSalesTbl = "web_sales"
- val webSalesParts = ""
- val webSalesPartitionCols = "PARTITIONED BY (ws_sold_date_sk)"
-
- val webReturnsTbl = "web_returns"
- val webReturnsParts = ""
- val webReturnsPartitionCols = "PARTITIONED BY (wr_returned_date_sk)"
-
- val callCenterTbl = "call_center"
- val callCenterParts = ""
- val callCenterPartitionCols = ""
-
- val catalogPageTbl = "catalog_page"
- val catalogPageParts = ""
- val catalogPagePartitionCols = ""
-
- val customerTbl = "customer"
- val customerParts = ""
- val customerPartitionCols = ""
-
- val customerAddressTbl = "customer_address"
- val customerAddressParts = ""
- val customerAddressPartitionCols = ""
-
- val customerDemographicsTbl = "customer_demographics"
- val customerDemographicsParts = ""
- val customerDemographicsPartitionCols = ""
-
- val dateDimTbl = "date_dim"
- val dateDimParts = ""
- val dateDimPartitionCols = ""
-
- val householdDemographicsTbl = "household_demographics"
- val householdDemographicsParts = ""
- val householdDemographicsPartitionCols = ""
-
- val incomeBandTbl = "income_band"
- val incomeBandParts = ""
- val incomeBandPartitionCols = ""
-
- val itemTbl = "item"
- val itemParts = ""
- val itemPartitionCols = ""
-
- val promotionTbl = "promotion"
- val promotionParts = ""
- val promotionPartitionCols = ""
-
- val reasonTbl = "reason"
- val reasonParts = ""
- val reasonPartitionCols = ""
-
- val shipModeTbl = "ship_mode"
- val shipModeParts = ""
- val shipModePartitionCols = ""
-
- val storeTbl = "store"
- val storeParts = ""
- val storePartitionCols = ""
-
- val timeDimTbl = "time_dim"
- val timeDimParts = ""
- val timeDimPartitionCols = ""
-
- val warehouseTbl = "warehouse"
- val warehouseParts = ""
- val warehousePartitionCols = ""
-
- val webPageTbl = "web_page"
- val webPageParts = ""
- val webPagePartitionCols = ""
-
- val webSiteTbl = "web_site"
- val webSiteParts = ""
- val webSitePartitionCols = ""
-
- val res = new ArrayBuffer[String]()
- res +=
- s"""
- |CREATE DATABASE IF NOT EXISTS $parquetDbName
- |WITH DBPROPERTIES (engine='Parquet');
- |""".stripMargin
-
- res += s"""CREATE DATABASE IF NOT EXISTS $dbName;"""
- res += s"""use $dbName;"""
-
- // catalog_sales
- genOneTPCDSCSV2ParquetSQL(
- res,
- csvPathRoot,
- parquetPathRoot,
- catalogSalesTbl,
- catalogSalesFields,
- catalogSalesPartitionCols,
- catalogSalesParts,
- tablePrefix,
- tableSuffix)
-
- // catalog_returns
- genOneTPCDSCSV2ParquetSQL(
- res,
- csvPathRoot,
- parquetPathRoot,
- catalogReturnsTbl,
- catalogReturnsFields,
- catalogReturnsPartitionCols,
- catalogReturnsParts,
- tablePrefix,
- tableSuffix)
-
- // inventory
- genOneTPCDSCSV2ParquetSQL(
- res,
- csvPathRoot,
- parquetPathRoot,
- inventoryTbl,
- inventoryFields,
- inventoryPartitionCols,
- inventoryParts,
- tablePrefix,
- tableSuffix)
-
- // store_sales
- genOneTPCDSCSV2ParquetSQL(
- res,
- csvPathRoot,
- parquetPathRoot,
- storeSalesTbl,
- storeSalesFields,
- storeSalesPartitionCols,
- storeSalesParts,
- tablePrefix,
- tableSuffix)
-
- // store_returns
- genOneTPCDSCSV2ParquetSQL(
- res,
- csvPathRoot,
- parquetPathRoot,
- storeReturnsTbl,
- storeReturnsFields,
- storeReturnsPartitionCols,
- storeReturnsParts,
- tablePrefix,
- tableSuffix)
-
- // web_sales
- genOneTPCDSCSV2ParquetSQL(
- res,
- csvPathRoot,
- parquetPathRoot,
- webSalesTbl,
- webSalesFields,
- webSalesPartitionCols,
- webSalesParts,
- tablePrefix,
- tableSuffix)
-
- // web_returns
- genOneTPCDSCSV2ParquetSQL(
- res,
- csvPathRoot,
- parquetPathRoot,
- webReturnsTbl,
- webReturnsFields,
- webReturnsPartitionCols,
- webReturnsParts,
- tablePrefix,
- tableSuffix)
-
- // call_center
- genOneTPCDSCSV2ParquetSQL(
- res,
- csvPathRoot,
- parquetPathRoot,
- callCenterTbl,
- callCenterFields,
- callCenterPartitionCols,
- callCenterParts,
- tablePrefix,
- tableSuffix)
-
- // catalog_page
- genOneTPCDSCSV2ParquetSQL(
- res,
- csvPathRoot,
- parquetPathRoot,
- catalogPageTbl,
- catalogPageFields,
- catalogPagePartitionCols,
- catalogPageParts,
- tablePrefix,
- tableSuffix)
-
- // customer
- genOneTPCDSCSV2ParquetSQL(
- res,
- csvPathRoot,
- parquetPathRoot,
- customerTbl,
- customerFields,
- customerPartitionCols,
- customerParts,
- tablePrefix,
- tableSuffix)
-
- // customer_address
- genOneTPCDSCSV2ParquetSQL(
- res,
- csvPathRoot,
- parquetPathRoot,
- customerAddressTbl,
- customerAddressFields,
- customerAddressPartitionCols,
- customerAddressParts,
- tablePrefix,
- tableSuffix)
-
- // customer_demographics
- genOneTPCDSCSV2ParquetSQL(
- res,
- csvPathRoot,
- parquetPathRoot,
- customerDemographicsTbl,
- customerDemographicsFields,
- customerDemographicsPartitionCols,
- customerDemographicsParts,
- tablePrefix,
- tableSuffix
- )
-
- // date_dim
- genOneTPCDSCSV2ParquetSQL(
- res,
- csvPathRoot,
- parquetPathRoot,
- dateDimTbl,
- dateDimFields,
- dateDimPartitionCols,
- dateDimParts,
- tablePrefix,
- tableSuffix)
-
- // household_demographics
- genOneTPCDSCSV2ParquetSQL(
- res,
- csvPathRoot,
- parquetPathRoot,
- householdDemographicsTbl,
- householdDemographicsFields,
- householdDemographicsPartitionCols,
- householdDemographicsParts,
- tablePrefix,
- tableSuffix
- )
-
- // income_band
- genOneTPCDSCSV2ParquetSQL(
- res,
- csvPathRoot,
- parquetPathRoot,
- incomeBandTbl,
- incomeBandFields,
- incomeBandPartitionCols,
- incomeBandParts,
- tablePrefix,
- tableSuffix)
-
- // item
- genOneTPCDSCSV2ParquetSQL(
- res,
- csvPathRoot,
- parquetPathRoot,
- itemTbl,
- itemFields,
- itemPartitionCols,
- itemParts,
- tablePrefix,
- tableSuffix)
-
- // promotion
- genOneTPCDSCSV2ParquetSQL(
- res,
- csvPathRoot,
- parquetPathRoot,
- promotionTbl,
- promotionFields,
- promotionPartitionCols,
- promotionParts,
- tablePrefix,
- tableSuffix)
-
- // reason
- genOneTPCDSCSV2ParquetSQL(
- res,
- csvPathRoot,
- parquetPathRoot,
- reasonTbl,
- reasonFields,
- reasonPartitionCols,
- reasonParts,
- tablePrefix,
- tableSuffix)
-
- // ship_mode
- genOneTPCDSCSV2ParquetSQL(
- res,
- csvPathRoot,
- parquetPathRoot,
- shipModeTbl,
- shipModeFields,
- shipModePartitionCols,
- shipModeParts,
- tablePrefix,
- tableSuffix)
-
- // store
- genOneTPCDSCSV2ParquetSQL(
- res,
- csvPathRoot,
- parquetPathRoot,
- storeTbl,
- storeFields,
- storePartitionCols,
- storeParts,
- tablePrefix,
- tableSuffix)
-
- // time_dim
- genOneTPCDSCSV2ParquetSQL(
- res,
- csvPathRoot,
- parquetPathRoot,
- timeDimTbl,
- timeDimFields,
- timeDimPartitionCols,
- timeDimParts,
- tablePrefix,
- tableSuffix)
-
- // warehouse
- genOneTPCDSCSV2ParquetSQL(
- res,
- csvPathRoot,
- parquetPathRoot,
- warehouseTbl,
- warehouseFields,
- warehousePartitionCols,
- warehouseParts,
- tablePrefix,
- tableSuffix)
-
- // web_page
- genOneTPCDSCSV2ParquetSQL(
- res,
- csvPathRoot,
- parquetPathRoot,
- webPageTbl,
- webPageFields,
- webPagePartitionCols,
- webPageParts,
- tablePrefix,
- tableSuffix)
-
- // web_site
- genOneTPCDSCSV2ParquetSQL(
- res,
- csvPathRoot,
- parquetPathRoot,
- webSiteTbl,
- webSiteFields,
- webSitePartitionCols,
- webSiteParts,
- tablePrefix,
- tableSuffix)
-
- // scalastyle:off println
- println(res.mkString("\n\n"))
- // scalastyle:on println
- res
- }
-
- def genOneTPCDSCSV2ParquetSQL(
- res: ArrayBuffer[String],
- csvPathRoot: String,
- parquetPathRoot: String,
- tblName: String,
- tblFields: String,
- tblPartitionCols: String,
- tblParts: String,
- tablePrefix: String,
- tableSuffix: String): Unit = {
- // scalastyle:off println
- println(s"start to generate sqls for table $tblName")
- // scalastyle:on println
- res += s"""DROP TABLE IF EXISTS ${tblName}_csv;"""
- res +=
- s"""
- |CREATE TABLE IF NOT EXISTS ${tblName}_csv (
- |$tblFields
- | )
- | USING csv
- | OPTIONS (
- | path '${csvPathRoot + tblName + "/"}',
- | header false,
- | sep '|'
- | );
- |""".stripMargin
- res += s"""DROP TABLE IF EXISTS $tablePrefix$tblName$tableSuffix;"""
- res +=
- s"""
- |CREATE TABLE IF NOT EXISTS $tablePrefix$tblName$tableSuffix
- | USING PARQUET
- | $tblPartitionCols
- | LOCATION '${parquetPathRoot + tblName}'
- | AS SELECT $tblParts * FROM ${tblName}_csv;
- |""".stripMargin
- }
-
-}
diff --git a/backends-clickhouse/src/test/scala/org/apache/gluten/benchmarks/GenTPCDSTableScripts.scala b/backends-clickhouse/src/test/scala/org/apache/gluten/benchmarks/GenTPCDSTableScripts.scala
deleted file mode 100644
index fc9601a5c4ea..000000000000
--- a/backends-clickhouse/src/test/scala/org/apache/gluten/benchmarks/GenTPCDSTableScripts.scala
+++ /dev/null
@@ -1,1901 +0,0 @@
-/*
- * 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.gluten.benchmarks
-
-import org.apache.spark.sql.TPCDSSchema
-
-import scala.collection.mutable.ArrayBuffer
-
-class TPCDSSchemaProvider extends TPCDSSchema {
- def getTableSchema: Map[String, String] = tableColumns;
-}
-object GenTPCDSTableScripts {
- val providerInSpark = new TPCDSSchemaProvider()
-
- // version 0: tpcds schema in vanilla spark TPCDSSchema,
- // using char(n)/varchar(n) for strings, and Decimal for floats
- // version 1: using String for strings, and double for floats
- // (because CH backed has not fully supported Decimal)
- // version 2: using char(n)/varchar(n) for strings, and double for floats.
- def getTableSchema(schemaVersion: Int): Map[String, String] = {
- schemaVersion match {
- case 0 => providerInSpark.getTableSchema
- case 1 => customizedTableColumnsV1(false)
- case 2 => customizedTableColumnsV2
- case 3 => customizedTableColumnsV1(true)
- case _ => throw new IllegalArgumentException("Unsupported schema version: " + schemaVersion)
- }
- }
-
- private def customizedTableColumnsV1(decimal: Boolean): Map[String, String] = {
- val common_float_type = if (decimal) {
- "decimal(7,2)"
- } else {
- "DOUBLE"
- }
-
- val common_float_type2 = if (decimal) {
- "decimal(5,2)"
- } else {
- "DOUBLE"
- }
-
- val common_float_type3 = if (decimal) {
- "decimal(15,2)"
- } else {
- "DOUBLE"
- }
-
- Map(
- "catalog_sales" ->
- s"""
- | cs_sold_date_sk INT,
- | cs_sold_time_sk INT,
- | cs_ship_date_sk INT,
- | cs_bill_customer_sk INT,
- | cs_bill_cdemo_sk INT,
- | cs_bill_hdemo_sk INT,
- | cs_bill_addr_sk INT,
- | cs_ship_customer_sk INT,
- | cs_ship_cdemo_sk INT,
- | cs_ship_hdemo_sk INT,
- | cs_ship_addr_sk INT,
- | cs_call_center_sk INT,
- | cs_catalog_page_sk INT,
- | cs_ship_mode_sk INT,
- | cs_warehouse_sk INT,
- | cs_item_sk INT,
- | cs_promo_sk INT,
- | cs_order_number LONG,
- | cs_quantity INT,
- | cs_wholesale_cost $common_float_type,
- | cs_list_price $common_float_type,
- | cs_sales_price $common_float_type,
- | cs_ext_discount_amt $common_float_type,
- | cs_ext_sales_price $common_float_type,
- | cs_ext_wholesale_cost $common_float_type,
- | cs_ext_list_price $common_float_type,
- | cs_ext_tax $common_float_type,
- | cs_coupon_amt $common_float_type,
- | cs_ext_ship_cost $common_float_type,
- | cs_net_paid $common_float_type,
- | cs_net_paid_inc_tax $common_float_type,
- | cs_net_paid_inc_ship $common_float_type,
- | cs_net_paid_inc_ship_tax $common_float_type,
- | cs_net_profit $common_float_type
- |""".stripMargin,
- "catalog_returns" ->
- s"""
- | cr_returned_date_sk INT,
- | cr_returned_time_sk INT,
- | cr_item_sk INT,
- | cr_refunded_customer_sk INT,
- | cr_refunded_cdemo_sk INT,
- | cr_refunded_hdemo_sk INT,
- | cr_refunded_addr_sk INT,
- | cr_returning_customer_sk INT,
- | cr_returning_cdemo_sk INT,
- | cr_returning_hdemo_sk INT,
- | cr_returning_addr_sk INT,
- | cr_call_center_sk INT,
- | cr_catalog_page_sk INT,
- | cr_ship_mode_sk INT,
- | cr_warehouse_sk INT,
- | cr_reason_sk INT,
- | cr_order_number LONG,
- | cr_return_quantity INT,
- | cr_return_amount $common_float_type,
- | cr_return_tax $common_float_type,
- | cr_return_amt_inc_tax $common_float_type,
- | cr_fee $common_float_type,
- | cr_return_ship_cost $common_float_type,
- | cr_refunded_cash $common_float_type,
- | cr_reversed_charge $common_float_type,
- | cr_store_credit $common_float_type,
- | cr_net_loss $common_float_type
- |""".stripMargin,
- "inventory" ->
- s"""
- | inv_date_sk INT,
- | inv_item_sk INT,
- | inv_warehouse_sk INT,
- | inv_quantity_on_hand INT
- |""".stripMargin,
- "store_sales" ->
- s"""
- | ss_sold_date_sk INT,
- | ss_sold_time_sk INT,
- | ss_item_sk INT,
- | ss_customer_sk INT,
- | ss_cdemo_sk INT,
- | ss_hdemo_sk INT,
- | ss_addr_sk INT,
- | ss_store_sk INT,
- | ss_promo_sk INT,
- | ss_ticket_number LONG,
- | ss_quantity INT,
- | ss_wholesale_cost $common_float_type,
- | ss_list_price $common_float_type,
- | ss_sales_price $common_float_type,
- | ss_ext_discount_amt $common_float_type,
- | ss_ext_sales_price $common_float_type,
- | ss_ext_wholesale_cost $common_float_type,
- | ss_ext_list_price $common_float_type,
- | ss_ext_tax $common_float_type,
- | ss_coupon_amt $common_float_type,
- | ss_net_paid $common_float_type,
- | ss_net_paid_inc_tax $common_float_type,
- | ss_net_profit $common_float_type
- |""".stripMargin,
- "store_returns" ->
- s"""
- | sr_returned_date_sk INT,
- | sr_return_time_sk INT,
- | sr_item_sk INT,
- | sr_customer_sk INT,
- | sr_cdemo_sk INT,
- | sr_hdemo_sk INT,
- | sr_addr_sk INT,
- | sr_store_sk INT,
- | sr_reason_sk INT,
- | sr_ticket_number LONG,
- | sr_return_quantity INT,
- | sr_return_amt $common_float_type,
- | sr_return_tax $common_float_type,
- | sr_return_amt_inc_tax $common_float_type,
- | sr_fee $common_float_type,
- | sr_return_ship_cost $common_float_type,
- | sr_refunded_cash $common_float_type,
- | sr_reversed_charge $common_float_type,
- | sr_store_credit $common_float_type,
- | sr_net_loss $common_float_type
- |""".stripMargin,
- "web_sales" ->
- s"""
- | ws_sold_date_sk INT,
- | ws_sold_time_sk INT,
- | ws_ship_date_sk INT,
- | ws_item_sk INT,
- | ws_bill_customer_sk INT,
- | ws_bill_cdemo_sk INT,
- | ws_bill_hdemo_sk INT,
- | ws_bill_addr_sk INT,
- | ws_ship_customer_sk INT,
- | ws_ship_cdemo_sk INT,
- | ws_ship_hdemo_sk INT,
- | ws_ship_addr_sk INT,
- | ws_web_page_sk INT,
- | ws_web_site_sk INT,
- | ws_ship_mode_sk INT,
- | ws_warehouse_sk INT,
- | ws_promo_sk INT,
- | ws_order_number LONG,
- | ws_quantity INT,
- | ws_wholesale_cost $common_float_type,
- | ws_list_price $common_float_type,
- | ws_sales_price $common_float_type,
- | ws_ext_discount_amt $common_float_type,
- | ws_ext_sales_price $common_float_type,
- | ws_ext_wholesale_cost $common_float_type,
- | ws_ext_list_price $common_float_type,
- | ws_ext_tax $common_float_type,
- | ws_coupon_amt $common_float_type,
- | ws_ext_ship_cost $common_float_type,
- | ws_net_paid $common_float_type,
- | ws_net_paid_inc_tax $common_float_type,
- | ws_net_paid_inc_ship $common_float_type,
- | ws_net_paid_inc_ship_tax $common_float_type,
- | ws_net_profit $common_float_type
- |""".stripMargin,
- "web_returns" ->
- s"""
- | wr_returned_date_sk INT,
- | wr_returned_time_sk INT,
- | wr_item_sk INT,
- | wr_refunded_customer_sk INT,
- | wr_refunded_cdemo_sk INT,
- | wr_refunded_hdemo_sk INT,
- | wr_refunded_addr_sk INT,
- | wr_returning_customer_sk INT,
- | wr_returning_cdemo_sk INT,
- | wr_returning_hdemo_sk INT,
- | wr_returning_addr_sk INT,
- | wr_web_page_sk INT,
- | wr_reason_sk INT,
- | wr_order_number LONG,
- | wr_return_quantity INT,
- | wr_return_amt $common_float_type,
- | wr_return_tax $common_float_type,
- | wr_return_amt_inc_tax $common_float_type,
- | wr_fee $common_float_type,
- | wr_return_ship_cost $common_float_type,
- | wr_refunded_cash $common_float_type,
- | wr_reversed_charge $common_float_type,
- | wr_account_credit $common_float_type,
- | wr_net_loss $common_float_type
- |""".stripMargin,
- "call_center" ->
- s"""
- | cc_call_center_sk INT,
- | cc_call_center_id STRING,
- | cc_rec_start_date DATE,
- | cc_rec_end_date DATE,
- | cc_closed_date_sk INT,
- | cc_open_date_sk INT,
- | cc_name STRING,
- | cc_class STRING,
- | cc_employees INT,
- | cc_sq_ft INT,
- | cc_hours STRING,
- | cc_manager STRING,
- | cc_mkt_id INT,
- | cc_mkt_class STRING,
- | cc_mkt_desc STRING,
- | cc_market_manager STRING,
- | cc_division INT,
- | cc_division_name STRING,
- | cc_company INT,
- | cc_company_name STRING,
- | cc_street_number STRING,
- | cc_street_name STRING,
- | cc_street_type STRING,
- | cc_suite_number STRING,
- | cc_city STRING,
- | cc_county STRING,
- | cc_state STRING,
- | cc_zip STRING,
- | cc_country STRING,
- | cc_gmt_offset $common_float_type2,
- | cc_tax_percentage $common_float_type2
- |""".stripMargin,
- "catalog_page" ->
- s"""
- | cp_catalog_page_sk int,
- | cp_catalog_page_id string,
- | cp_start_date_sk int,
- | cp_end_date_sk int,
- | cp_department string,
- | cp_catalog_number int,
- | cp_catalog_page_number int,
- | cp_description string,
- | cp_type string
- |""".stripMargin,
- "customer" ->
- s"""
- | c_customer_sk int,
- | c_customer_id string,
- | c_current_cdemo_sk int,
- | c_current_hdemo_sk int,
- | c_current_addr_sk int,
- | c_first_shipto_date_sk int,
- | c_first_sales_date_sk int,
- | c_salutation string,
- | c_first_name string,
- | c_last_name string,
- | c_preferred_cust_flag string,
- | c_birth_day int,
- | c_birth_month int,
- | c_birth_year int,
- | c_birth_country string,
- | c_login string,
- | c_email_address string,
- | c_last_review_date string
- |""".stripMargin,
- "customer_address" ->
- s"""
- | ca_address_sk int,
- | ca_address_id string,
- | ca_street_number string,
- | ca_street_name string,
- | ca_street_type string,
- | ca_suite_number string,
- | ca_city string,
- | ca_county string,
- | ca_state string,
- | ca_zip string,
- | ca_country string,
- | ca_gmt_offset $common_float_type2,
- | ca_location_type string
- |""".stripMargin,
- "customer_demographics" ->
- s"""
- | cd_demo_sk int,
- | cd_gender string,
- | cd_marital_status string,
- | cd_education_status string,
- | cd_purchase_estimate int,
- | cd_credit_rating string,
- | cd_dep_count int,
- | cd_dep_employed_count int,
- | cd_dep_college_count int
- |""".stripMargin,
- "date_dim" ->
- s"""
- | d_date_sk int,
- | d_date_id string,
- | d_date date,
- | d_month_seq int,
- | d_week_seq int,
- | d_quarter_seq int,
- | d_year int,
- | d_dow int,
- | d_moy int,
- | d_dom int,
- | d_qoy int,
- | d_fy_year int,
- | d_fy_quarter_seq int,
- | d_fy_week_seq int,
- | d_day_name string,
- | d_quarter_name string,
- | d_holiday string,
- | d_weekend string,
- | d_following_holiday string,
- | d_first_dom int,
- | d_last_dom int,
- | d_same_day_ly int,
- | d_same_day_lq int,
- | d_current_day string,
- | d_current_week string,
- | d_current_month string,
- | d_current_quarter string,
- | d_current_year string
- |""".stripMargin,
- "household_demographics" ->
- s"""
- | hd_demo_sk int,
- | hd_income_band_sk int,
- | hd_buy_potential string,
- | hd_dep_count int,
- | hd_vehicle_count int
- |""".stripMargin,
- "income_band" ->
- s"""
- | ib_income_band_sk int,
- | ib_lower_bound int,
- | ib_upper_bound int
- |""".stripMargin,
- "item" ->
- s"""
- | i_item_sk int,
- | i_item_id string,
- | i_rec_start_date date,
- | i_rec_end_date date,
- | i_item_desc string,
- | i_current_price $common_float_type,
- | i_wholesale_cost $common_float_type,
- | i_brand_id int,
- | i_brand string,
- | i_class_id int,
- | i_class string,
- | i_category_id int,
- | i_category string,
- | i_manufact_id int,
- | i_manufact string,
- | i_size string,
- | i_formulation string,
- | i_color string,
- | i_units string,
- | i_container string,
- | i_manager_id int,
- | i_product_name string
- |""".stripMargin,
- "promotion" ->
- s"""
- | p_promo_sk int,
- | p_promo_id string,
- | p_start_date_sk int,
- | p_end_date_sk int,
- | p_item_sk int,
- | p_cost $common_float_type3,
- | p_response_target int,
- | p_promo_name string,
- | p_channel_dmail string,
- | p_channel_email string,
- | p_channel_catalog string,
- | p_channel_tv string,
- | p_channel_radio string,
- | p_channel_press string,
- | p_channel_event string,
- | p_channel_demo string,
- | p_channel_details string,
- | p_purpose string,
- | p_discount_active string
- |""".stripMargin,
- "reason" ->
- s"""
- | r_reason_sk int,
- | r_reason_id string,
- | r_reason_desc string
- |""".stripMargin,
- "ship_mode" ->
- s"""
- | sm_ship_mode_sk int,
- | sm_ship_mode_id string,
- | sm_type string,
- | sm_code string,
- | sm_carrier string,
- | sm_contract string
- |""".stripMargin,
- "store" ->
- s"""
- | s_store_sk int,
- | s_store_id string,
- | s_rec_start_date date,
- | s_rec_end_date date,
- | s_closed_date_sk int,
- | s_store_name string,
- | s_number_employees int,
- | s_floor_space int,
- | s_hours string,
- | s_manager string,
- | s_market_id int,
- | s_geography_class string,
- | s_market_desc string,
- | s_market_manager string,
- | s_division_id int,
- | s_division_name string,
- | s_company_id int,
- | s_company_name string,
- | s_street_number string,
- | s_street_name string,
- | s_street_type string,
- | s_suite_number string,
- | s_city string,
- | s_county string,
- | s_state string,
- | s_zip string,
- | s_country string,
- | s_gmt_offset $common_float_type2,
- | s_tax_precentage $common_float_type2
- |""".stripMargin,
- "time_dim" ->
- s"""
- | t_time_sk int,
- | t_time_id string,
- | t_time int,
- | t_hour int,
- | t_minute int,
- | t_second int,
- | t_am_pm string,
- | t_shift string,
- | t_sub_shift string,
- | t_meal_time string
- |""".stripMargin,
- "warehouse" ->
- s"""
- | w_warehouse_sk int,
- | w_warehouse_id string,
- | w_warehouse_name string,
- | w_warehouse_sq_ft int,
- | w_street_number string,
- | w_street_name string,
- | w_street_type string,
- | w_suite_number string,
- | w_city string,
- | w_county string,
- | w_state string,
- | w_zip string,
- | w_country string,
- | w_gmt_offset $common_float_type2
- |""".stripMargin,
- "web_page" ->
- s"""
- | wp_web_page_sk int,
- | wp_web_page_id string,
- | wp_rec_start_date date,
- | wp_rec_end_date date,
- | wp_creation_date_sk int,
- | wp_access_date_sk int,
- | wp_autogen_flag string,
- | wp_customer_sk int,
- | wp_url string,
- | wp_type string,
- | wp_char_count int,
- | wp_link_count int,
- | wp_image_count int,
- | wp_max_ad_count int
- |""".stripMargin,
- "web_site" ->
- s"""
- | web_site_sk int,
- | web_site_id string,
- | web_rec_start_date date,
- | web_rec_end_date date,
- | web_name string,
- | web_open_date_sk int,
- | web_close_date_sk int,
- | web_class string,
- | web_manager string,
- | web_mkt_id int,
- | web_mkt_class string,
- | web_mkt_desc string,
- | web_market_manager string,
- | web_company_id int,
- | web_company_name string,
- | web_street_number string,
- | web_street_name string,
- | web_street_type string,
- | web_suite_number string,
- | web_city string,
- | web_county string,
- | web_state string,
- | web_zip string,
- | web_country string,
- | web_gmt_offset $common_float_type2,
- | web_tax_percentage $common_float_type2
- |""".stripMargin
- )
- }
-
- private val customizedTableColumnsV2: Map[String, String] = Map(
- "store_sales" ->
- """
- |`ss_sold_date_sk` INT,
- |`ss_sold_time_sk` INT,
- |`ss_item_sk` INT,
- |`ss_customer_sk` INT,
- |`ss_cdemo_sk` INT,
- |`ss_hdemo_sk` INT,
- |`ss_addr_sk` INT,
- |`ss_store_sk` INT,
- |`ss_promo_sk` INT,
- |`ss_ticket_number` INT,
- |`ss_quantity` INT,
- |`ss_wholesale_cost` DOUBLE,
- |`ss_list_price` DOUBLE,
- |`ss_sales_price` DOUBLE,
- |`ss_ext_discount_amt` DOUBLE,
- |`ss_ext_sales_price` DOUBLE,
- |`ss_ext_wholesale_cost` DOUBLE,
- |`ss_ext_list_price` DOUBLE,
- |`ss_ext_tax` DOUBLE,
- |`ss_coupon_amt` DOUBLE,
- |`ss_net_paid` DOUBLE,
- |`ss_net_paid_inc_tax` DOUBLE,
- |`ss_net_profit` DOUBLE
- """.stripMargin,
- "store_returns" ->
- """
- |`sr_returned_date_sk` INT,
- |`sr_return_time_sk` INT,
- |`sr_item_sk` INT,
- |`sr_customer_sk` INT,
- |`sr_cdemo_sk` INT,
- |`sr_hdemo_sk` INT,
- |`sr_addr_sk` INT,
- |`sr_store_sk` INT,
- |`sr_reason_sk` INT,
- |`sr_ticket_number` INT,
- |`sr_return_quantity` INT,
- |`sr_return_amt` DOUBLE,
- |`sr_return_tax` DOUBLE,
- |`sr_return_amt_inc_tax` DOUBLE,
- |`sr_fee` DOUBLE,
- |`sr_return_ship_cost` DOUBLE,
- |`sr_refunded_cash` DOUBLE,
- |`sr_reversed_charge` DOUBLE,
- |`sr_store_credit` DOUBLE,
- |`sr_net_loss` DOUBLE
- """.stripMargin,
- "catalog_sales" ->
- """
- |`cs_sold_date_sk` INT,
- |`cs_sold_time_sk` INT,
- |`cs_ship_date_sk` INT,
- |`cs_bill_customer_sk` INT,
- |`cs_bill_cdemo_sk` INT,
- |`cs_bill_hdemo_sk` INT,
- |`cs_bill_addr_sk` INT,
- |`cs_ship_customer_sk` INT,
- |`cs_ship_cdemo_sk` INT,
- |`cs_ship_hdemo_sk` INT,
- |`cs_ship_addr_sk` INT,
- |`cs_call_center_sk` INT,
- |`cs_catalog_page_sk` INT,
- |`cs_ship_mode_sk` INT,
- |`cs_warehouse_sk` INT,
- |`cs_item_sk` INT,
- |`cs_promo_sk` INT,
- |`cs_order_number` INT,
- |`cs_quantity` INT,
- |`cs_wholesale_cost` DOUBLE,
- |`cs_list_price` DOUBLE,
- |`cs_sales_price` DOUBLE,
- |`cs_ext_discount_amt` DOUBLE,
- |`cs_ext_sales_price` DOUBLE,
- |`cs_ext_wholesale_cost` DOUBLE,
- |`cs_ext_list_price` DOUBLE,
- |`cs_ext_tax` DOUBLE,
- |`cs_coupon_amt` DOUBLE,
- |`cs_ext_ship_cost` DOUBLE,
- |`cs_net_paid` DOUBLE,
- |`cs_net_paid_inc_tax` DOUBLE,
- |`cs_net_paid_inc_ship` DOUBLE,
- |`cs_net_paid_inc_ship_tax` DOUBLE,
- |`cs_net_profit` DOUBLE
- """.stripMargin,
- "catalog_returns" ->
- """
- |`cr_returned_date_sk` INT,
- |`cr_returned_time_sk` INT,
- |`cr_item_sk` INT,
- |`cr_refunded_customer_sk` INT,
- |`cr_refunded_cdemo_sk` INT,
- |`cr_refunded_hdemo_sk` INT,
- |`cr_refunded_addr_sk` INT,
- |`cr_returning_customer_sk` INT,
- |`cr_returning_cdemo_sk` INT,
- |`cr_returning_hdemo_sk` INT,
- |`cr_returning_addr_sk` INT,
- |`cr_call_center_sk` INT,
- |`cr_catalog_page_sk` INT,
- |`cr_ship_mode_sk` INT,
- |`cr_warehouse_sk` INT,
- |`cr_reason_sk` INT,`cr_order_number` INT,
- |`cr_return_quantity` INT,
- |`cr_return_amount` DOUBLE,
- |`cr_return_tax` DOUBLE,
- |`cr_return_amt_inc_tax` DOUBLE,
- |`cr_fee` DOUBLE,
- |`cr_return_ship_cost` DOUBLE,
- |`cr_refunded_cash` DOUBLE,
- |`cr_reversed_charge` DOUBLE,
- |`cr_store_credit` DOUBLE,
- |`cr_net_loss` DOUBLE
- """.stripMargin,
- "web_sales" ->
- """
- |`ws_sold_date_sk` INT,
- |`ws_sold_time_sk` INT,
- |`ws_ship_date_sk` INT,
- |`ws_item_sk` INT,
- |`ws_bill_customer_sk` INT,
- |`ws_bill_cdemo_sk` INT,
- |`ws_bill_hdemo_sk` INT,
- |`ws_bill_addr_sk` INT,
- |`ws_ship_customer_sk` INT,
- |`ws_ship_cdemo_sk` INT,
- |`ws_ship_hdemo_sk` INT,
- |`ws_ship_addr_sk` INT,
- |`ws_web_page_sk` INT,
- |`ws_web_site_sk` INT,
- |`ws_ship_mode_sk` INT,
- |`ws_warehouse_sk` INT,
- |`ws_promo_sk` INT,
- |`ws_order_number` INT,
- |`ws_quantity` INT,
- |`ws_wholesale_cost` DOUBLE,
- |`ws_list_price` DOUBLE,
- |`ws_sales_price` DOUBLE,
- |`ws_ext_discount_amt` DOUBLE,
- |`ws_ext_sales_price` DOUBLE,
- |`ws_ext_wholesale_cost` DOUBLE,
- |`ws_ext_list_price` DOUBLE,
- |`ws_ext_tax` DOUBLE,
- |`ws_coupon_amt` DOUBLE,
- |`ws_ext_ship_cost` DOUBLE,
- |`ws_net_paid` DOUBLE,
- |`ws_net_paid_inc_tax` DOUBLE,
- |`ws_net_paid_inc_ship` DOUBLE,
- |`ws_net_paid_inc_ship_tax` DOUBLE,
- |`ws_net_profit` DOUBLE
- """.stripMargin,
- "web_returns" ->
- """
- |`wr_returned_date_sk` INT,
- |`wr_returned_time_sk` INT,
- |`wr_item_sk` INT,
- |`wr_refunded_customer_sk` INT,
- |`wr_refunded_cdemo_sk` INT,
- |`wr_refunded_hdemo_sk` INT,
- |`wr_refunded_addr_sk` INT,
- |`wr_returning_customer_sk` INT,
- |`wr_returning_cdemo_sk` INT,
- |`wr_returning_hdemo_sk` INT,
- |`wr_returning_addr_sk` INT,
- |`wr_web_page_sk` INT,
- |`wr_reason_sk` INT,
- |`wr_order_number` INT,
- |`wr_return_quantity` INT,
- |`wr_return_amt` DOUBLE,
- |`wr_return_tax` DOUBLE,
- |`wr_return_amt_inc_tax` DOUBLE,
- |`wr_fee` DOUBLE,
- |`wr_return_ship_cost` DOUBLE,
- |`wr_refunded_cash` DOUBLE,
- |`wr_reversed_charge` DOUBLE,
- |`wr_account_credit` DOUBLE,
- |`wr_net_loss` DOUBLE
- """.stripMargin,
- "inventory" ->
- """
- |`inv_date_sk` INT,
- |`inv_item_sk` INT,
- |`inv_warehouse_sk` INT,
- |`inv_quantity_on_hand` INT
- """.stripMargin,
- "store" ->
- """
- |`s_store_sk` INT,
- |`s_store_id` CHAR(16),
- |`s_rec_start_date` DATE,
- |`s_rec_end_date` DATE,
- |`s_closed_date_sk` INT,
- |`s_store_name` VARCHAR(50),
- |`s_number_employees` INT,
- |`s_floor_space` INT,
- |`s_hours` CHAR(20),
- |`s_manager` VARCHAR(40),
- |`s_market_id` INT,
- |`s_geography_class` VARCHAR(100),
- |`s_market_desc` VARCHAR(100),
- |`s_market_manager` VARCHAR(40),
- |`s_division_id` INT,
- |`s_division_name` VARCHAR(50),
- |`s_company_id` INT,
- |`s_company_name` VARCHAR(50),
- |`s_street_number` VARCHAR(10),
- |`s_street_name` VARCHAR(60),
- |`s_street_type` CHAR(15),
- |`s_suite_number` CHAR(10),
- |`s_city` VARCHAR(60),
- |`s_county` VARCHAR(30),
- |`s_state` CHAR(2),
- |`s_zip` CHAR(10),
- |`s_country` VARCHAR(20),
- |`s_gmt_offset` DOUBLE,
- |`s_tax_percentage` DOUBLE
- """.stripMargin,
- "call_center" ->
- """
- |`cc_call_center_sk` INT,
- |`cc_call_center_id` CHAR(16),
- |`cc_rec_start_date` DATE,
- |`cc_rec_end_date` DATE,
- |`cc_closed_date_sk` INT,
- |`cc_open_date_sk` INT,
- |`cc_name` VARCHAR(50),
- |`cc_class` VARCHAR(50),
- |`cc_employees` INT,
- |`cc_sq_ft` INT,
- |`cc_hours` CHAR(20),
- |`cc_manager` VARCHAR(40),
- |`cc_mkt_id` INT,
- |`cc_mkt_class` CHAR(50),
- |`cc_mkt_desc` VARCHAR(100),
- |`cc_market_manager` VARCHAR(40),
- |`cc_division` INT,
- |`cc_division_name` VARCHAR(50),
- |`cc_company` INT,
- |`cc_company_name` CHAR(50),
- |`cc_street_number` CHAR(10),
- |`cc_street_name` VARCHAR(60),
- |`cc_street_type` CHAR(15),
- |`cc_suite_number` CHAR(10),
- |`cc_city` VARCHAR(60),
- |`cc_county` VARCHAR(30),
- |`cc_state` CHAR(2),
- |`cc_zip` CHAR(10),
- |`cc_country` VARCHAR(20),
- |`cc_gmt_offset` DOUBLE,
- |`cc_tax_percentage` DOUBLE
- """.stripMargin,
- "catalog_page" ->
- """
- |`cp_catalog_page_sk` INT,
- |`cp_catalog_page_id` CHAR(16),
- |`cp_start_date_sk` INT,
- |`cp_end_date_sk` INT,
- |`cp_department` VARCHAR(50),
- |`cp_catalog_number` INT,
- |`cp_catalog_page_number` INT,
- |`cp_description` VARCHAR(100),
- |`cp_type` VARCHAR(100)
- """.stripMargin,
- "web_site" ->
- """
- |`web_site_sk` INT,
- |`web_site_id` CHAR(16),
- |`web_rec_start_date` DATE,
- |`web_rec_end_date` DATE,
- |`web_name` VARCHAR(50),
- |`web_open_date_sk` INT,
- |`web_close_date_sk` INT,
- |`web_class` VARCHAR(50),
- |`web_manager` VARCHAR(40),
- |`web_mkt_id` INT,
- |`web_mkt_class` VARCHAR(50),
- |`web_mkt_desc` VARCHAR(100),
- |`web_market_manager` VARCHAR(40),
- |`web_company_id` INT,
- |`web_company_name` CHAR(50),
- |`web_street_number` CHAR(10),
- |`web_street_name` VARCHAR(60),
- |`web_street_type` CHAR(15),
- |`web_suite_number` CHAR(10),
- |`web_city` VARCHAR(60),
- |`web_county` VARCHAR(30),
- |`web_state` CHAR(2),
- |`web_zip` CHAR(10),
- |`web_country` VARCHAR(20),
- |`web_gmt_offset` DOUBLE,
- |`web_tax_percentage` DOUBLE
- """.stripMargin,
- "web_page" ->
- """
- |`wp_web_page_sk` INT,
- |`wp_web_page_id` CHAR(16),
- |`wp_rec_start_date` DATE,
- |`wp_rec_end_date` DATE,
- |`wp_creation_date_sk` INT,
- |`wp_access_date_sk` INT,
- |`wp_autogen_flag` CHAR(1),
- |`wp_customer_sk` INT,
- |`wp_url` VARCHAR(100),
- |`wp_type` CHAR(50),
- |`wp_char_count` INT,
- |`wp_link_count` INT,
- |`wp_image_count` INT,
- |`wp_max_ad_count` INT
- """.stripMargin,
- "warehouse" ->
- """
- |`w_warehouse_sk` INT,
- |`w_warehouse_id` CHAR(16),
- |`w_warehouse_name` VARCHAR(20),
- |`w_warehouse_sq_ft` INT,
- |`w_street_number` CHAR(10),
- |`w_street_name` VARCHAR(20),
- |`w_street_type` CHAR(15),
- |`w_suite_number` CHAR(10),
- |`w_city` VARCHAR(60),
- |`w_county` VARCHAR(30),
- |`w_state` CHAR(2),
- |`w_zip` CHAR(10),
- |`w_country` VARCHAR(20),
- |`w_gmt_offset` DOUBLE
- """.stripMargin,
- "customer" ->
- """
- |`c_customer_sk` INT,
- |`c_customer_id` CHAR(16),
- |`c_current_cdemo_sk` INT,
- |`c_current_hdemo_sk` INT,
- |`c_current_addr_sk` INT,
- |`c_first_shipto_date_sk` INT,
- |`c_first_sales_date_sk` INT,
- |`c_salutation` CHAR(10),
- |`c_first_name` CHAR(20),
- |`c_last_name` CHAR(30),
- |`c_preferred_cust_flag` CHAR(1),
- |`c_birth_day` INT,
- |`c_birth_month` INT,
- |`c_birth_year` INT,
- |`c_birth_country` VARCHAR(20),
- |`c_login` CHAR(13),
- |`c_email_address` CHAR(50),
- |`c_last_review_date` INT
- """.stripMargin,
- "customer_address" ->
- """
- |`ca_address_sk` INT,
- |`ca_address_id` CHAR(16),
- |`ca_street_number` CHAR(10),
- |`ca_street_name` VARCHAR(60),
- |`ca_street_type` CHAR(15),
- |`ca_suite_number` CHAR(10),
- |`ca_city` VARCHAR(60),
- |`ca_county` VARCHAR(30),
- |`ca_state` CHAR(2),
- |`ca_zip` CHAR(10),
- |`ca_country` VARCHAR(20),
- |`ca_gmt_offset` DOUBLE,
- |`ca_location_type` CHAR(20)
- """.stripMargin,
- "customer_demographics" ->
- """
- |`cd_demo_sk` INT,
- |`cd_gender` CHAR(1),
- |`cd_marital_status` CHAR(1),
- |`cd_education_status` CHAR(20),
- |`cd_purchase_estimate` INT,
- |`cd_credit_rating` CHAR(10),
- |`cd_dep_count` INT,
- |`cd_dep_employed_count` INT,
- |`cd_dep_college_count` INT
- """.stripMargin,
- "date_dim" ->
- """
- |`d_date_sk` INT,
- |`d_date_id` CHAR(16),
- |`d_date` DATE,
- |`d_month_seq` INT,
- |`d_week_seq` INT,
- |`d_quarter_seq` INT,
- |`d_year` INT,
- |`d_dow` INT,
- |`d_moy` INT,
- |`d_dom` INT,
- |`d_qoy` INT,
- |`d_fy_year` INT,
- |`d_fy_quarter_seq` INT,
- |`d_fy_week_seq` INT,
- |`d_day_name` CHAR(9),
- |`d_quarter_name` CHAR(6),
- |`d_holiday` CHAR(1),
- |`d_weekend` CHAR(1),
- |`d_following_holiday` CHAR(1),
- |`d_first_dom` INT,
- |`d_last_dom` INT,
- |`d_same_day_ly` INT,
- |`d_same_day_lq` INT,
- |`d_current_day` CHAR(1),
- |`d_current_week` CHAR(1),
- |`d_current_month` CHAR(1),
- |`d_current_quarter` CHAR(1),
- |`d_current_year` CHAR(1)
- """.stripMargin,
- "household_demographics" ->
- """
- |`hd_demo_sk` INT,
- |`hd_income_band_sk` INT,
- |`hd_buy_potential` CHAR(15),
- |`hd_dep_count` INT,
- |`hd_vehicle_count` INT
- """.stripMargin,
- "item" ->
- """
- |`i_item_sk` INT,
- |`i_item_id` CHAR(16),
- |`i_rec_start_date` DATE,
- |`i_rec_end_date` DATE,
- |`i_item_desc` VARCHAR(200),
- |`i_current_price` DOUBLE,
- |`i_wholesale_cost` DOUBLE,
- |`i_brand_id` INT,
- |`i_brand` CHAR(50),
- |`i_class_id` INT,
- |`i_class` CHAR(50),
- |`i_category_id` INT,
- |`i_category` CHAR(50),
- |`i_manufact_id` INT,
- |`i_manufact` CHAR(50),
- |`i_size` CHAR(20),
- |`i_formulation` CHAR(20),
- |`i_color` CHAR(20),
- |`i_units` CHAR(10),
- |`i_container` CHAR(10),
- |`i_manager_id` INT,
- |`i_product_name` CHAR(50)
- """.stripMargin,
- "income_band" ->
- """
- |`ib_income_band_sk` INT,
- |`ib_lower_bound` INT,
- |`ib_upper_bound` INT
- """.stripMargin,
- "promotion" ->
- """
- |`p_promo_sk` INT,
- |`p_promo_id` CHAR(16),
- |`p_start_date_sk` INT,
- |`p_end_date_sk` INT,
- |`p_item_sk` INT,
- |`p_cost` DOUBLE,
- |`p_response_target` INT,
- |`p_promo_name` CHAR(50),
- |`p_channel_dmail` CHAR(1),
- |`p_channel_email` CHAR(1),
- |`p_channel_catalog` CHAR(1),
- |`p_channel_tv` CHAR(1),
- |`p_channel_radio` CHAR(1),
- |`p_channel_press` CHAR(1),
- |`p_channel_event` CHAR(1),
- |`p_channel_demo` CHAR(1),
- |`p_channel_details` VARCHAR(100),
- |`p_purpose` CHAR(15),
- |`p_discount_active` CHAR(1)
- """.stripMargin,
- "reason" ->
- """
- |`r_reason_sk` INT,
- |`r_reason_id` CHAR(16),
- |`r_reason_desc` CHAR(100)
- """.stripMargin,
- "ship_mode" ->
- """
- |`sm_ship_mode_sk` INT,
- |`sm_ship_mode_id` CHAR(16),
- |`sm_type` CHAR(30),
- |`sm_code` CHAR(10),
- |`sm_carrier` CHAR(20),
- |`sm_contract` CHAR(20)
- """.stripMargin,
- "time_dim" ->
- """
- |`t_time_sk` INT,
- |`t_time_id` CHAR(16),
- |`t_time` INT,
- |`t_hour` INT,
- |`t_minute` INT,
- |`t_second` INT,
- |`t_am_pm` CHAR(2),
- |`t_shift` CHAR(20),
- |`t_sub_shift` CHAR(20),
- |`t_meal_time` CHAR(20)
- """.stripMargin
- )
- def main(args: Array[String]): Unit = {}
-
- def genTPCDSMergeTreeTables(
- dbName: String,
- dataPathRoot: String,
- tablePrefix: String,
- tableSuffix: String): Unit = {}
-
- def genTPCDSParquetTables(
- dbName: String,
- dataPathRoot: String,
- tablePrefix: String,
- tableSuffix: String,
- schemaVersion: Int = 1): ArrayBuffer[String] = {
-
- val catalogSalesTbl = "catalog_sales"
- val catalogSalesPartitionCols = "PARTITIONED BY (cs_sold_date_sk)"
-
- val catalogReturnsTbl = "catalog_returns"
- val catalogReturnsPartitionCols = "PARTITIONED BY (cr_returned_date_sk)"
-
- val inventoryTbl = "inventory"
- val inventoryPartitionCols = "PARTITIONED BY (inv_date_sk)"
-
- val storeSalesTbl = "store_sales"
- val storeSalesPartitionCols = "PARTITIONED BY (ss_sold_date_sk)"
-
- val storeReturnsTbl = "store_returns"
- val storeReturnsPartitionCols = "PARTITIONED BY (sr_returned_date_sk)"
-
- val webSalesTbl = "web_sales"
- val webSalesPartitionCols = "PARTITIONED BY (ws_sold_date_sk)"
-
- val webReturnsTbl = "web_returns"
- val webReturnsPartitionCols = "PARTITIONED BY (wr_returned_date_sk)"
-
- val callCenterTbl = "call_center"
- val callCenterPartitionCols = ""
-
- val catalogPageTbl = "catalog_page"
- val catalogPagePartitionCols = ""
-
- val customerTbl = "customer"
- val customerPartitionCols = ""
-
- val customerAddressTbl = "customer_address"
- val customerAddressPartitionCols = ""
-
- val customerDemographicsTbl = "customer_demographics"
- val customerDemographicsPartitionCols = ""
-
- val dateDimTbl = "date_dim"
- val dateDimPartitionCols = ""
-
- val householdDemographicsTbl = "household_demographics"
- val householdDemographicsPartitionCols = ""
-
- val incomeBandTbl = "income_band"
- val incomeBandPartitionCols = ""
-
- val itemTbl = "item"
- val itemPartitionCols = ""
-
- val promotionTbl = "promotion"
- val promotionPartitionCols = ""
-
- val reasonTbl = "reason"
- val reasonPartitionCols = ""
-
- val shipModeTbl = "ship_mode"
- val shipModePartitionCols = ""
-
- val storeTbl = "store"
- val storePartitionCols = ""
-
- val timeDimTbl = "time_dim"
- val timeDimPartitionCols = ""
-
- val warehouseTbl = "warehouse"
- val warehousePartitionCols = ""
-
- val webPageTbl = "web_page"
- val webPagePartitionCols = ""
-
- val webSiteTbl = "web_site"
- val webSitePartitionCols = ""
-
- val res = new ArrayBuffer[String]()
- res +=
- s"""
- |CREATE DATABASE IF NOT EXISTS $dbName
- |WITH DBPROPERTIES (engine='Parquet');
- |""".stripMargin
-
- res += s"""use $dbName;"""
-
- // catalog_sales
- genOneTPCDSParquetTableSQL(
- res,
- dataPathRoot,
- catalogSalesTbl,
- getTableSchema(schemaVersion)(catalogSalesTbl),
- catalogSalesPartitionCols,
- tablePrefix,
- tableSuffix)
-
- // catalog_returns
- genOneTPCDSParquetTableSQL(
- res,
- dataPathRoot,
- catalogReturnsTbl,
- getTableSchema(schemaVersion)(catalogReturnsTbl),
- catalogReturnsPartitionCols,
- tablePrefix,
- tableSuffix)
-
- // inventory
- genOneTPCDSParquetTableSQL(
- res,
- dataPathRoot,
- inventoryTbl,
- getTableSchema(schemaVersion)(inventoryTbl),
- inventoryPartitionCols,
- tablePrefix,
- tableSuffix)
-
- // store_sales
- genOneTPCDSParquetTableSQL(
- res,
- dataPathRoot,
- storeSalesTbl,
- getTableSchema(schemaVersion)(storeSalesTbl),
- storeSalesPartitionCols,
- tablePrefix,
- tableSuffix)
-
- // store_returns
- genOneTPCDSParquetTableSQL(
- res,
- dataPathRoot,
- storeReturnsTbl,
- getTableSchema(schemaVersion)(storeReturnsTbl),
- storeReturnsPartitionCols,
- tablePrefix,
- tableSuffix)
-
- // web_sales
- genOneTPCDSParquetTableSQL(
- res,
- dataPathRoot,
- webSalesTbl,
- getTableSchema(schemaVersion)(webSalesTbl),
- webSalesPartitionCols,
- tablePrefix,
- tableSuffix)
-
- // web_returns
- genOneTPCDSParquetTableSQL(
- res,
- dataPathRoot,
- webReturnsTbl,
- getTableSchema(schemaVersion)(webReturnsTbl),
- webReturnsPartitionCols,
- tablePrefix,
- tableSuffix)
-
- // call_center
- genOneTPCDSParquetTableSQL(
- res,
- dataPathRoot,
- callCenterTbl,
- getTableSchema(schemaVersion)(callCenterTbl),
- callCenterPartitionCols,
- tablePrefix,
- tableSuffix)
-
- // catalog_page
- genOneTPCDSParquetTableSQL(
- res,
- dataPathRoot,
- catalogPageTbl,
- getTableSchema(schemaVersion)(catalogPageTbl),
- catalogPagePartitionCols,
- tablePrefix,
- tableSuffix)
-
- // customer
- genOneTPCDSParquetTableSQL(
- res,
- dataPathRoot,
- customerTbl,
- getTableSchema(schemaVersion)(customerTbl),
- customerPartitionCols,
- tablePrefix,
- tableSuffix)
-
- // customer_address
- genOneTPCDSParquetTableSQL(
- res,
- dataPathRoot,
- customerAddressTbl,
- getTableSchema(schemaVersion)(customerAddressTbl),
- customerAddressPartitionCols,
- tablePrefix,
- tableSuffix)
-
- // customer_demographics
- genOneTPCDSParquetTableSQL(
- res,
- dataPathRoot,
- customerDemographicsTbl,
- getTableSchema(schemaVersion)(customerDemographicsTbl),
- customerDemographicsPartitionCols,
- tablePrefix,
- tableSuffix
- )
-
- // date_dim
- genOneTPCDSParquetTableSQL(
- res,
- dataPathRoot,
- dateDimTbl,
- getTableSchema(schemaVersion)(dateDimTbl),
- dateDimPartitionCols,
- tablePrefix,
- tableSuffix)
-
- // household_demographics
- genOneTPCDSParquetTableSQL(
- res,
- dataPathRoot,
- householdDemographicsTbl,
- getTableSchema(schemaVersion)(householdDemographicsTbl),
- householdDemographicsPartitionCols,
- tablePrefix,
- tableSuffix
- )
-
- // income_band
- genOneTPCDSParquetTableSQL(
- res,
- dataPathRoot,
- incomeBandTbl,
- getTableSchema(schemaVersion)(incomeBandTbl),
- incomeBandPartitionCols,
- tablePrefix,
- tableSuffix)
-
- // item
- genOneTPCDSParquetTableSQL(
- res,
- dataPathRoot,
- itemTbl,
- getTableSchema(schemaVersion)(itemTbl),
- itemPartitionCols,
- tablePrefix,
- tableSuffix)
-
- // promotion
- genOneTPCDSParquetTableSQL(
- res,
- dataPathRoot,
- promotionTbl,
- getTableSchema(schemaVersion)(promotionTbl),
- promotionPartitionCols,
- tablePrefix,
- tableSuffix)
-
- // reason
- genOneTPCDSParquetTableSQL(
- res,
- dataPathRoot,
- reasonTbl,
- getTableSchema(schemaVersion)(reasonTbl),
- reasonPartitionCols,
- tablePrefix,
- tableSuffix)
-
- // ship_mode
- genOneTPCDSParquetTableSQL(
- res,
- dataPathRoot,
- shipModeTbl,
- getTableSchema(schemaVersion)(shipModeTbl),
- shipModePartitionCols,
- tablePrefix,
- tableSuffix)
-
- // store
- genOneTPCDSParquetTableSQL(
- res,
- dataPathRoot,
- storeTbl,
- getTableSchema(schemaVersion)(storeTbl),
- storePartitionCols,
- tablePrefix,
- tableSuffix)
-
- // time_dim
- genOneTPCDSParquetTableSQL(
- res,
- dataPathRoot,
- timeDimTbl,
- getTableSchema(schemaVersion)(timeDimTbl),
- timeDimPartitionCols,
- tablePrefix,
- tableSuffix)
-
- // warehouse
- genOneTPCDSParquetTableSQL(
- res,
- dataPathRoot,
- warehouseTbl,
- getTableSchema(schemaVersion)(warehouseTbl),
- warehousePartitionCols,
- tablePrefix,
- tableSuffix)
-
- // web_page
- genOneTPCDSParquetTableSQL(
- res,
- dataPathRoot,
- webPageTbl,
- getTableSchema(schemaVersion)(webPageTbl),
- webPagePartitionCols,
- tablePrefix,
- tableSuffix)
-
- // web_site
- genOneTPCDSParquetTableSQL(
- res,
- dataPathRoot,
- webSiteTbl,
- getTableSchema(schemaVersion)(webSiteTbl),
- webSitePartitionCols,
- tablePrefix,
- tableSuffix)
-
- // scalastyle:off println
- // println(res.mkString("\n\n"))
- // scalastyle:on println
- res
- }
-
- def genOneTPCDSParquetTableSQL(
- res: ArrayBuffer[String],
- dataPathRoot: String,
- tblName: String,
- tblFields: String,
- tblPartitionCols: String,
- tablePrefix: String,
- tableSuffix: String): Unit = {
- // scalastyle:off println
- println(s"start to generate sqls for table $tblName")
- // scalastyle:on println
- res += s"""DROP TABLE IF EXISTS $tablePrefix$tblName$tableSuffix;"""
- res +=
- s"""
- |CREATE TABLE IF NOT EXISTS $tablePrefix$tblName$tableSuffix (
- |$tblFields
- | )
- | USING PARQUET
- | $tblPartitionCols
- | LOCATION '${dataPathRoot + tblName}'
- | ;
- |""".stripMargin
-
- if (!tblPartitionCols.isEmpty) {
- res += s"""MSCK REPAIR TABLE $tablePrefix$tblName$tableSuffix;"""
- }
- }
-
- def genTPCDSCSV2ParquetSQL(
- dbName: String,
- parquetDbName: String,
- csvPathRoot: String,
- parquetPathRoot: String,
- tablePrefix: String,
- tableSuffix: String): ArrayBuffer[String] = {
- val schemaVersion = 1
-
- val catalogSalesTbl = "catalog_sales"
- val catalogSalesParts = "/*+ REPARTITION(1) */"
- val catalogSalesPartitionCols = "PARTITIONED BY (cs_sold_date_sk)"
-
- val catalogReturnsTbl = "catalog_returns"
- val catalogReturnsParts = ""
- val catalogReturnsPartitionCols = "PARTITIONED BY (cr_returned_date_sk)"
-
- val inventoryTbl = "inventory"
- val inventoryParts = "/*+ REPARTITION(1) */"
- val inventoryPartitionCols = "PARTITIONED BY (inv_date_sk)"
-
- val storeSalesTbl = "store_sales"
- val storeSalesParts = "/*+ REPARTITION(1) */"
- val storeSalesPartitionCols = "PARTITIONED BY (ss_sold_date_sk)"
-
- val storeReturnsTbl = "store_returns"
- val storeReturnsParts = ""
- val storeReturnsPartitionCols = "PARTITIONED BY (sr_returned_date_sk)"
-
- val webSalesTbl = "web_sales"
- val webSalesParts = ""
- val webSalesPartitionCols = "PARTITIONED BY (ws_sold_date_sk)"
-
- val webReturnsTbl = "web_returns"
- val webReturnsParts = ""
- val webReturnsPartitionCols = "PARTITIONED BY (wr_returned_date_sk)"
-
- val callCenterTbl = "call_center"
- val callCenterParts = ""
- val callCenterPartitionCols = ""
-
- val catalogPageTbl = "catalog_page"
- val catalogPageParts = ""
- val catalogPagePartitionCols = ""
-
- val customerTbl = "customer"
- val customerParts = ""
- val customerPartitionCols = ""
-
- val customerAddressTbl = "customer_address"
- val customerAddressParts = ""
- val customerAddressPartitionCols = ""
-
- val customerDemographicsTbl = "customer_demographics"
- val customerDemographicsParts = ""
- val customerDemographicsPartitionCols = ""
-
- val dateDimTbl = "date_dim"
- val dateDimParts = ""
- val dateDimPartitionCols = ""
-
- val householdDemographicsTbl = "household_demographics"
- val householdDemographicsParts = ""
- val householdDemographicsPartitionCols = ""
-
- val incomeBandTbl = "income_band"
- val incomeBandParts = ""
- val incomeBandPartitionCols = ""
-
- val itemTbl = "item"
- val itemParts = ""
- val itemPartitionCols = ""
-
- val promotionTbl = "promotion"
- val promotionParts = ""
- val promotionPartitionCols = ""
-
- val reasonTbl = "reason"
- val reasonParts = ""
- val reasonPartitionCols = ""
-
- val shipModeTbl = "ship_mode"
- val shipModeParts = ""
- val shipModePartitionCols = ""
-
- val storeTbl = "store"
- val storeParts = ""
- val storePartitionCols = ""
-
- val timeDimTbl = "time_dim"
- val timeDimParts = ""
- val timeDimPartitionCols = ""
-
- val warehouseTbl = "warehouse"
- val warehouseParts = ""
- val warehousePartitionCols = ""
-
- val webPageTbl = "web_page"
- val webPageParts = ""
- val webPagePartitionCols = ""
-
- val webSiteTbl = "web_site"
- val webSiteParts = ""
- val webSitePartitionCols = ""
-
- val res = new ArrayBuffer[String]()
- res +=
- s"""
- |CREATE DATABASE IF NOT EXISTS $parquetDbName
- |WITH DBPROPERTIES (engine='Parquet');
- |""".stripMargin
-
- res += s"""CREATE DATABASE IF NOT EXISTS $dbName;"""
- res += s"""use $dbName;"""
-
- // catalog_sales
- genOneTPCDSCSV2ParquetSQL(
- res,
- csvPathRoot,
- parquetPathRoot,
- catalogSalesTbl,
- getTableSchema(schemaVersion)(catalogSalesTbl),
- catalogSalesPartitionCols,
- catalogSalesParts,
- tablePrefix,
- tableSuffix
- )
-
- // catalog_returns
- genOneTPCDSCSV2ParquetSQL(
- res,
- csvPathRoot,
- parquetPathRoot,
- catalogReturnsTbl,
- getTableSchema(schemaVersion)(catalogReturnsTbl),
- catalogReturnsPartitionCols,
- catalogReturnsParts,
- tablePrefix,
- tableSuffix
- )
-
- // inventory
- genOneTPCDSCSV2ParquetSQL(
- res,
- csvPathRoot,
- parquetPathRoot,
- inventoryTbl,
- getTableSchema(schemaVersion)(inventoryTbl),
- inventoryPartitionCols,
- inventoryParts,
- tablePrefix,
- tableSuffix
- )
-
- // store_sales
- genOneTPCDSCSV2ParquetSQL(
- res,
- csvPathRoot,
- parquetPathRoot,
- storeSalesTbl,
- getTableSchema(schemaVersion)(storeSalesTbl),
- storeSalesPartitionCols,
- storeSalesParts,
- tablePrefix,
- tableSuffix
- )
-
- // store_returns
- genOneTPCDSCSV2ParquetSQL(
- res,
- csvPathRoot,
- parquetPathRoot,
- storeReturnsTbl,
- getTableSchema(schemaVersion)(storeReturnsTbl),
- storeReturnsPartitionCols,
- storeReturnsParts,
- tablePrefix,
- tableSuffix
- )
-
- // web_sales
- genOneTPCDSCSV2ParquetSQL(
- res,
- csvPathRoot,
- parquetPathRoot,
- webSalesTbl,
- getTableSchema(schemaVersion)(webSalesTbl),
- webSalesPartitionCols,
- webSalesParts,
- tablePrefix,
- tableSuffix
- )
-
- // web_returns
- genOneTPCDSCSV2ParquetSQL(
- res,
- csvPathRoot,
- parquetPathRoot,
- webReturnsTbl,
- getTableSchema(schemaVersion)(webReturnsTbl),
- webReturnsPartitionCols,
- webReturnsParts,
- tablePrefix,
- tableSuffix
- )
-
- // call_center
- genOneTPCDSCSV2ParquetSQL(
- res,
- csvPathRoot,
- parquetPathRoot,
- callCenterTbl,
- getTableSchema(schemaVersion)(callCenterTbl),
- callCenterPartitionCols,
- callCenterParts,
- tablePrefix,
- tableSuffix
- )
-
- // catalog_page
- genOneTPCDSCSV2ParquetSQL(
- res,
- csvPathRoot,
- parquetPathRoot,
- catalogPageTbl,
- getTableSchema(schemaVersion)(catalogPageTbl),
- catalogPagePartitionCols,
- catalogPageParts,
- tablePrefix,
- tableSuffix
- )
-
- // customer
- genOneTPCDSCSV2ParquetSQL(
- res,
- csvPathRoot,
- parquetPathRoot,
- customerTbl,
- getTableSchema(schemaVersion)(customerTbl),
- customerPartitionCols,
- customerParts,
- tablePrefix,
- tableSuffix
- )
-
- // customer_address
- genOneTPCDSCSV2ParquetSQL(
- res,
- csvPathRoot,
- parquetPathRoot,
- customerAddressTbl,
- getTableSchema(schemaVersion)(customerAddressTbl),
- customerAddressPartitionCols,
- customerAddressParts,
- tablePrefix,
- tableSuffix
- )
-
- // customer_demographics
- genOneTPCDSCSV2ParquetSQL(
- res,
- csvPathRoot,
- parquetPathRoot,
- customerDemographicsTbl,
- getTableSchema(schemaVersion)(customerDemographicsTbl),
- customerDemographicsPartitionCols,
- customerDemographicsParts,
- tablePrefix,
- tableSuffix
- )
-
- // date_dim
- genOneTPCDSCSV2ParquetSQL(
- res,
- csvPathRoot,
- parquetPathRoot,
- dateDimTbl,
- getTableSchema(schemaVersion)(dateDimTbl),
- dateDimPartitionCols,
- dateDimParts,
- tablePrefix,
- tableSuffix
- )
-
- // household_demographics
- genOneTPCDSCSV2ParquetSQL(
- res,
- csvPathRoot,
- parquetPathRoot,
- householdDemographicsTbl,
- getTableSchema(schemaVersion)(householdDemographicsTbl),
- householdDemographicsPartitionCols,
- householdDemographicsParts,
- tablePrefix,
- tableSuffix
- )
-
- // income_band
- genOneTPCDSCSV2ParquetSQL(
- res,
- csvPathRoot,
- parquetPathRoot,
- incomeBandTbl,
- getTableSchema(schemaVersion)(incomeBandTbl),
- incomeBandPartitionCols,
- incomeBandParts,
- tablePrefix,
- tableSuffix
- )
-
- // item
- genOneTPCDSCSV2ParquetSQL(
- res,
- csvPathRoot,
- parquetPathRoot,
- itemTbl,
- getTableSchema(schemaVersion)(itemTbl),
- itemPartitionCols,
- itemParts,
- tablePrefix,
- tableSuffix)
-
- // promotion
- genOneTPCDSCSV2ParquetSQL(
- res,
- csvPathRoot,
- parquetPathRoot,
- promotionTbl,
- getTableSchema(schemaVersion)(promotionTbl),
- promotionPartitionCols,
- promotionParts,
- tablePrefix,
- tableSuffix
- )
-
- // reason
- genOneTPCDSCSV2ParquetSQL(
- res,
- csvPathRoot,
- parquetPathRoot,
- reasonTbl,
- getTableSchema(schemaVersion)(reasonTbl),
- reasonPartitionCols,
- reasonParts,
- tablePrefix,
- tableSuffix)
-
- // ship_mode
- genOneTPCDSCSV2ParquetSQL(
- res,
- csvPathRoot,
- parquetPathRoot,
- shipModeTbl,
- getTableSchema(schemaVersion)(shipModeTbl),
- shipModePartitionCols,
- shipModeParts,
- tablePrefix,
- tableSuffix
- )
-
- // store
- genOneTPCDSCSV2ParquetSQL(
- res,
- csvPathRoot,
- parquetPathRoot,
- storeTbl,
- getTableSchema(schemaVersion)(storeTbl),
- storePartitionCols,
- storeParts,
- tablePrefix,
- tableSuffix)
-
- // time_dim
- genOneTPCDSCSV2ParquetSQL(
- res,
- csvPathRoot,
- parquetPathRoot,
- timeDimTbl,
- getTableSchema(schemaVersion)(timeDimTbl),
- timeDimPartitionCols,
- timeDimParts,
- tablePrefix,
- tableSuffix
- )
-
- // warehouse
- genOneTPCDSCSV2ParquetSQL(
- res,
- csvPathRoot,
- parquetPathRoot,
- warehouseTbl,
- getTableSchema(schemaVersion)(warehouseTbl),
- warehousePartitionCols,
- warehouseParts,
- tablePrefix,
- tableSuffix
- )
-
- // web_page
- genOneTPCDSCSV2ParquetSQL(
- res,
- csvPathRoot,
- parquetPathRoot,
- webPageTbl,
- getTableSchema(schemaVersion)(webPageTbl),
- webPagePartitionCols,
- webPageParts,
- tablePrefix,
- tableSuffix
- )
-
- // web_site
- genOneTPCDSCSV2ParquetSQL(
- res,
- csvPathRoot,
- parquetPathRoot,
- webSiteTbl,
- getTableSchema(schemaVersion)(webSiteTbl),
- webSitePartitionCols,
- webSiteParts,
- tablePrefix,
- tableSuffix
- )
-
- // scalastyle:off println
- // println(res.mkString("\n\n"))
- // scalastyle:on println
- res
- }
-
- def genOneTPCDSCSV2ParquetSQL(
- res: ArrayBuffer[String],
- csvPathRoot: String,
- parquetPathRoot: String,
- tblName: String,
- tblFields: String,
- tblPartitionCols: String,
- tblParts: String,
- tablePrefix: String,
- tableSuffix: String): Unit = {
- // scalastyle:off println
- println(s"start to generate sqls for table $tblName")
- // scalastyle:on println
- res += s"""DROP TABLE IF EXISTS ${tblName}_csv;"""
- res +=
- s"""
- |CREATE TABLE IF NOT EXISTS ${tblName}_csv (
- |$tblFields
- | )
- | USING csv
- | OPTIONS (
- | path '${csvPathRoot + tblName + "/"}',
- | header false,
- | sep '|'
- | );
- |""".stripMargin
- res += s"""DROP TABLE IF EXISTS $tablePrefix$tblName$tableSuffix;"""
- res +=
- s"""
- |CREATE TABLE IF NOT EXISTS $tablePrefix$tblName$tableSuffix
- | USING PARQUET
- | $tblPartitionCols
- | LOCATION '${parquetPathRoot + tblName}'
- | AS SELECT $tblParts * FROM ${tblName}_csv;
- |""".stripMargin
- }
-
-}
diff --git a/backends-clickhouse/src/test/scala/org/apache/gluten/benchmarks/GenTPCHTableScripts.scala b/backends-clickhouse/src/test/scala/org/apache/gluten/benchmarks/GenTPCHTableScripts.scala
deleted file mode 100644
index 7c22c1da0dba..000000000000
--- a/backends-clickhouse/src/test/scala/org/apache/gluten/benchmarks/GenTPCHTableScripts.scala
+++ /dev/null
@@ -1,762 +0,0 @@
-/*
- * 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.gluten.benchmarks
-
-import scala.collection.mutable.ArrayBuffer
-
-object GenTPCHTableScripts {
-
- def main(args: Array[String]): Unit = {
- // genTPCHCSV2ParquetSQL("/data/tpch-data/csv", "/data/tpch-data/parquet")
- genTPCHMergeTreeTables("/data/tpch-data/mergetree")
- genTPCHParquetTables("/data/tpch-data/parquet")
- genTPCHParquetBucketTables("/data/tpch-data/parquet-bucket")
- }
-
- def genTPCHParquetBucketTables(dataPathRoot: String): ArrayBuffer[String] = {
- // scalastyle:off println
- val dbName = "tpch100bucketdb"
- val sourceDbName = "default"
-
- val tablePrefix = "tpch100bucketdb."
- val tableSuffix = ""
-
- val notNullStr = " not null"
-
- val customerTbl = "customer"
- val lineitemTbl = "lineitem"
- val nationTbl = "nation"
- val regionTbl = "region"
- val ordersTbl = "orders"
- val partTbl = "part"
- val partsuppTbl = "partsupp"
- val supplierTbl = "supplier"
- // scalastyle:off println
- val res = new ArrayBuffer[String]()
- res +=
- s"""
- |CREATE DATABASE IF NOT EXISTS $dbName
- |WITH DBPROPERTIES (engine='Parquet');
- |""".stripMargin
-
- res += s"""use $dbName;"""
-
- // lineitem
- res +=
- s"""
- |DROP TABLE IF EXISTS $tablePrefix$lineitemTbl$tableSuffix;
- |""".stripMargin
- res +=
- s"""
- |CREATE TABLE IF NOT EXISTS $tablePrefix$lineitemTbl$tableSuffix
- | USING PARQUET
- | LOCATION 'file://${dataPathRoot + "/" + lineitemTbl}'
- | CLUSTERED BY (l_orderkey) SORTED BY (l_shipdate, l_orderkey) INTO 24 BUCKETS
- | AS SELECT /*+ REPARTITION(3) */ * FROM $sourceDbName.${lineitemTbl}100
- |""".stripMargin
-
- // order
- res +=
- s"""
- |DROP TABLE IF EXISTS $tablePrefix$ordersTbl$tableSuffix;
- |""".stripMargin
- res +=
- s"""
- |CREATE TABLE IF NOT EXISTS $tablePrefix$ordersTbl$tableSuffix
- | USING PARQUET
- | LOCATION 'file://${dataPathRoot + "/" + ordersTbl}'
- | CLUSTERED BY (o_orderkey) SORTED BY (o_orderkey, o_orderdate) INTO 24 BUCKETS
- | AS SELECT /*+ REPARTITION(2) */ * FROM $sourceDbName.${ordersTbl}100
- |""".stripMargin
-
- // customer
- res +=
- s"""
- |DROP TABLE IF EXISTS $tablePrefix$customerTbl$tableSuffix;
- |""".stripMargin
- res +=
- s"""
- |CREATE TABLE IF NOT EXISTS $tablePrefix$customerTbl$tableSuffix
- | USING PARQUET
- | LOCATION 'file://${dataPathRoot + "/" + customerTbl}'
- | CLUSTERED BY (c_custkey) SORTED BY (c_custkey) INTO 12 BUCKETS
- | AS SELECT /*+ REPARTITION(2) */ * FROM $sourceDbName.${customerTbl}100
- |""".stripMargin
-
- // part
- res +=
- s"""
- |DROP TABLE IF EXISTS $tablePrefix$partTbl$tableSuffix;
- |""".stripMargin
- res +=
- s"""
- |CREATE TABLE IF NOT EXISTS $tablePrefix$partTbl$tableSuffix
- | USING PARQUET
- | LOCATION 'file://${dataPathRoot + "/" + partTbl}'
- | CLUSTERED BY (p_partkey) SORTED BY (p_partkey) INTO 12 BUCKETS
- | AS SELECT /*+ REPARTITION(2) */ * FROM $sourceDbName.${partTbl}100
- |""".stripMargin
-
- // partsupp
- res +=
- s"""
- |DROP TABLE IF EXISTS $tablePrefix$partsuppTbl$tableSuffix;
- |""".stripMargin
- res +=
- s"""
- |CREATE TABLE IF NOT EXISTS $tablePrefix$partsuppTbl$tableSuffix
- | USING PARQUET
- | LOCATION 'file://${dataPathRoot + "/" + partsuppTbl}'
- | CLUSTERED BY (ps_partkey) SORTED BY (ps_partkey) INTO 12 BUCKETS
- | AS SELECT /*+ REPARTITION(2) */ * FROM $sourceDbName.${partsuppTbl}100
- |""".stripMargin
-
- // supplier
- res +=
- s"""
- |DROP TABLE IF EXISTS $tablePrefix$supplierTbl$tableSuffix;
- |""".stripMargin
- res +=
- s"""
- |CREATE TABLE IF NOT EXISTS $tablePrefix$supplierTbl$tableSuffix
- | USING PARQUET
- | LOCATION 'file://${dataPathRoot + "/" + supplierTbl}'
- | CLUSTERED BY (s_suppkey) SORTED BY (s_suppkey) INTO 2 BUCKETS
- | AS SELECT /*+ REPARTITION(1) */ * FROM $sourceDbName.${supplierTbl}100
- |""".stripMargin
-
- // nation
- res +=
- s"""
- |DROP TABLE IF EXISTS $tablePrefix$nationTbl$tableSuffix;
- |""".stripMargin
- res +=
- s"""
- |CREATE TABLE IF NOT EXISTS $tablePrefix$nationTbl$tableSuffix
- | USING PARQUET
- | LOCATION 'file://${dataPathRoot + "/" + nationTbl}'
- | AS SELECT /*+ REPARTITION(1) */ * FROM $sourceDbName.${nationTbl}100
- |""".stripMargin
-
- // region
- res +=
- s"""
- |DROP TABLE IF EXISTS $tablePrefix$regionTbl$tableSuffix;
- |""".stripMargin
- res +=
- s"""
- |CREATE TABLE IF NOT EXISTS $tablePrefix$regionTbl$tableSuffix
- | USING PARQUET
- | LOCATION 'file://${dataPathRoot + "/" + regionTbl}'
- | AS SELECT /*+ REPARTITION(1) */ * FROM $sourceDbName.${regionTbl}100
- |""".stripMargin
- // scalastyle:on println
- res
- }
-
- def genTPCHMergeTreeTables(dataPathRoot: String): ArrayBuffer[String] = {
- // scalastyle:off println
- val dbName = "default"
-
- val tablePrefix = "default."
- val tableSuffix = ""
-
- val notNullStr = " not null"
-
- val customerTbl = "customer"
- val lineitemTbl = "lineitem"
- val nationTbl = "nation"
- val regionTbl = "region"
- val ordersTbl = "orders"
- val partTbl = "part"
- val partsuppTbl = "partsupp"
- val supplierTbl = "supplier"
-
- val res = new ArrayBuffer[String]()
-
- res += s"""
- |CREATE DATABASE IF NOT EXISTS $dbName
- |WITH DBPROPERTIES (engine='MergeTree');
- |""".stripMargin
- res += s"""use $dbName;"""
-
- // customer
- res += s"""
- |DROP TABLE IF EXISTS $tablePrefix$customerTbl$tableSuffix;
- |""".stripMargin
- res += s"""
- |CREATE EXTERNAL TABLE IF NOT EXISTS $tablePrefix$customerTbl$tableSuffix (
- | c_custkey bigint $notNullStr,
- | c_name string $notNullStr,
- | c_address string $notNullStr,
- | c_nationkey bigint $notNullStr,
- | c_phone string $notNullStr,
- | c_acctbal double $notNullStr,
- | c_mktsegment string $notNullStr,
- | c_comment string $notNullStr)
- | USING clickhouse
- | TBLPROPERTIES (engine='MergeTree'
- | )
- | LOCATION 'file://${dataPathRoot + "/" + customerTbl}';
- |""".stripMargin
-
- // lineitem
- res += s"""
- |DROP TABLE IF EXISTS $tablePrefix$lineitemTbl$tableSuffix;
- |""".stripMargin
- res += s"""
- |CREATE EXTERNAL TABLE IF NOT EXISTS $tablePrefix$lineitemTbl$tableSuffix (
- | l_orderkey bigint $notNullStr,
- | l_partkey bigint $notNullStr,
- | l_suppkey bigint $notNullStr,
- | l_linenumber bigint $notNullStr,
- | l_quantity double $notNullStr,
- | l_extendedprice double $notNullStr,
- | l_discount double $notNullStr,
- | l_tax double $notNullStr,
- | l_returnflag string $notNullStr,
- | l_linestatus string $notNullStr,
- | l_shipdate date $notNullStr,
- | l_commitdate date $notNullStr,
- | l_receiptdate date $notNullStr,
- | l_shipinstruct string $notNullStr,
- | l_shipmode string $notNullStr,
- | l_comment string $notNullStr)
- | USING clickhouse
- | TBLPROPERTIES (engine='MergeTree'
- | )
- | LOCATION 'file://${dataPathRoot + "/" + lineitemTbl}';
- |""".stripMargin
-
- // nation
- res += s"""
- |DROP TABLE IF EXISTS $tablePrefix$nationTbl$tableSuffix;
- |""".stripMargin
- res += s"""
- |CREATE EXTERNAL TABLE IF NOT EXISTS $tablePrefix$nationTbl$tableSuffix (
- | n_nationkey bigint $notNullStr,
- | n_name string $notNullStr,
- | n_regionkey bigint $notNullStr,
- | n_comment string $notNullStr)
- | USING clickhouse
- | TBLPROPERTIES (engine='MergeTree'
- | )
- | LOCATION 'file://${dataPathRoot + "/" + nationTbl}';
- |""".stripMargin
-
- // region
- res += s"""
- |DROP TABLE IF EXISTS $tablePrefix$regionTbl$tableSuffix;
- |""".stripMargin
- res += s"""
- |CREATE EXTERNAL TABLE IF NOT EXISTS $tablePrefix$regionTbl$tableSuffix (
- | r_regionkey bigint $notNullStr,
- | r_name string $notNullStr,
- | r_comment string $notNullStr)
- | USING clickhouse
- | TBLPROPERTIES (engine='MergeTree'
- | )
- | LOCATION 'file://${dataPathRoot + "/" + regionTbl}';
- |""".stripMargin
-
- // orders
- res += s"""
- |DROP TABLE IF EXISTS $tablePrefix$ordersTbl$tableSuffix;
- |""".stripMargin
- res += s"""
- |CREATE EXTERNAL TABLE IF NOT EXISTS $tablePrefix$ordersTbl$tableSuffix (
- | o_orderkey bigint $notNullStr,
- | o_custkey bigint $notNullStr,
- | o_orderstatus string $notNullStr,
- | o_totalprice double $notNullStr,
- | o_orderdate date $notNullStr,
- | o_orderpriority string $notNullStr,
- | o_clerk string $notNullStr,
- | o_shippriority bigint $notNullStr,
- | o_comment string $notNullStr)
- | USING clickhouse
- | TBLPROPERTIES (engine='MergeTree'
- | )
- | LOCATION 'file://${dataPathRoot + "/" + ordersTbl}';
- |""".stripMargin
-
- // part
- res += s"""
- |DROP TABLE IF EXISTS $tablePrefix$partTbl$tableSuffix;
- |""".stripMargin
- res += s"""
- |CREATE EXTERNAL TABLE IF NOT EXISTS $tablePrefix$partTbl$tableSuffix (
- | p_partkey bigint $notNullStr,
- | p_name string $notNullStr,
- | p_mfgr string $notNullStr,
- | p_brand string $notNullStr,
- | p_type string $notNullStr,
- | p_size bigint $notNullStr,
- | p_container string $notNullStr,
- | p_retailprice double $notNullStr,
- | p_comment string $notNullStr)
- | USING clickhouse
- | TBLPROPERTIES (engine='MergeTree'
- | )
- | LOCATION 'file://${dataPathRoot + "/" + partTbl}';
- |""".stripMargin
-
- // partsupp
- res += s"""
- |DROP TABLE IF EXISTS $tablePrefix$partsuppTbl$tableSuffix;
- |""".stripMargin
- res += s"""
- |CREATE EXTERNAL TABLE IF NOT EXISTS $tablePrefix$partsuppTbl$tableSuffix (
- | ps_partkey bigint $notNullStr,
- | ps_suppkey bigint $notNullStr,
- | ps_availqty bigint $notNullStr,
- | ps_supplycost double $notNullStr,
- | ps_comment string $notNullStr)
- | USING clickhouse
- | TBLPROPERTIES (engine='MergeTree'
- | )
- | LOCATION 'file://${dataPathRoot + "/" + partsuppTbl}';
- |""".stripMargin
-
- // supplier
- res += s"""
- |DROP TABLE IF EXISTS $tablePrefix$supplierTbl$tableSuffix;
- |""".stripMargin
- res += s"""
- |CREATE EXTERNAL TABLE IF NOT EXISTS $tablePrefix$supplierTbl$tableSuffix (
- | s_suppkey bigint $notNullStr,
- | s_name string $notNullStr,
- | s_address string $notNullStr,
- | s_nationkey bigint $notNullStr,
- | s_phone string $notNullStr,
- | s_acctbal double $notNullStr,
- | s_comment string $notNullStr)
- | USING clickhouse
- | TBLPROPERTIES (engine='MergeTree'
- | )
- | LOCATION 'file://${dataPathRoot + "/" + supplierTbl}';
- |""".stripMargin
- // scalastyle:on println
- res
- }
-
- def genTPCHParquetTables(dataPathRoot: String): ArrayBuffer[String] = {
- // scalastyle:off println
- val dbName = "default"
-
- val tablePrefix = "default."
- val tableSuffix = ""
-
- val customerTbl = "customer"
- val lineitemTbl = "lineitem"
- val nationTbl = "nation"
- val regionTbl = "region"
- val ordersTbl = "orders"
- val partTbl = "part"
- val partsuppTbl = "partsupp"
- val supplierTbl = "supplier"
-
- val res = new ArrayBuffer[String]()
-
- res += s"""
- |CREATE DATABASE IF NOT EXISTS $dbName
- |WITH DBPROPERTIES (engine='Parquet');
- |""".stripMargin
- res += s"""use $dbName;"""
-
- // customer
- res += s"""
- |DROP TABLE IF EXISTS $tablePrefix$customerTbl$tableSuffix;
- |""".stripMargin
- res += s"""
- |CREATE EXTERNAL TABLE IF NOT EXISTS $tablePrefix$customerTbl$tableSuffix (
- | c_custkey bigint,
- | c_name string,
- | c_address string,
- | c_nationkey bigint,
- | c_phone string,
- | c_acctbal double,
- | c_mktsegment string,
- | c_comment string)
- | USING PARQUET LOCATION 'file://${dataPathRoot + "/" + customerTbl}';
- |""".stripMargin
-
- // lineitem
- res += s"""
- |DROP TABLE IF EXISTS $tablePrefix$lineitemTbl$tableSuffix;
- |""".stripMargin
- res += s"""
- |CREATE EXTERNAL TABLE IF NOT EXISTS $tablePrefix$lineitemTbl$tableSuffix (
- | l_orderkey bigint,
- | l_partkey bigint,
- | l_suppkey bigint,
- | l_linenumber bigint,
- | l_quantity double,
- | l_extendedprice double,
- | l_discount double,
- | l_tax double,
- | l_returnflag string,
- | l_linestatus string,
- | l_shipdate date,
- | l_commitdate date,
- | l_receiptdate date,
- | l_shipinstruct string,
- | l_shipmode string,
- | l_comment string)
- | USING PARQUET LOCATION 'file://${dataPathRoot + "/" + lineitemTbl}';
- |""".stripMargin
-
- // nation
- res += s"""
- |DROP TABLE IF EXISTS $tablePrefix$nationTbl$tableSuffix;
- |""".stripMargin
- res += s"""
- |CREATE EXTERNAL TABLE IF NOT EXISTS $tablePrefix$nationTbl$tableSuffix (
- | n_nationkey bigint,
- | n_name string,
- | n_regionkey bigint,
- | n_comment string)
- | USING PARQUET LOCATION 'file://${dataPathRoot + "/" + nationTbl}';
- |""".stripMargin
-
- // region
- res += s"""
- |DROP TABLE IF EXISTS $tablePrefix$regionTbl$tableSuffix;
- |""".stripMargin
- res += s"""
- |CREATE EXTERNAL TABLE IF NOT EXISTS $tablePrefix$regionTbl$tableSuffix (
- | r_regionkey bigint,
- | r_name string,
- | r_comment string)
- | USING PARQUET LOCATION 'file://${dataPathRoot + "/" + regionTbl}';
- |""".stripMargin
-
- // orders
- res += s"""
- |DROP TABLE IF EXISTS $tablePrefix$ordersTbl$tableSuffix;
- |""".stripMargin
- res += s"""
- |CREATE EXTERNAL TABLE IF NOT EXISTS $tablePrefix$ordersTbl$tableSuffix (
- | o_orderkey bigint,
- | o_custkey bigint,
- | o_orderstatus string,
- | o_totalprice double,
- | o_orderdate date,
- | o_orderpriority string,
- | o_clerk string,
- | o_shippriority bigint,
- | o_comment string)
- | USING PARQUET LOCATION 'file://${dataPathRoot + "/" + ordersTbl}';
- |""".stripMargin
-
- // part
- res += s"""
- |DROP TABLE IF EXISTS $tablePrefix$partTbl$tableSuffix;
- |""".stripMargin
- res += s"""
- |CREATE EXTERNAL TABLE IF NOT EXISTS $tablePrefix$partTbl$tableSuffix (
- | p_partkey bigint,
- | p_name string,
- | p_mfgr string,
- | p_brand string,
- | p_type string,
- | p_size bigint,
- | p_container string,
- | p_retailprice double,
- | p_comment string)
- | USING PARQUET LOCATION 'file://${dataPathRoot + "/" + partTbl}';
- |""".stripMargin
-
- // partsupp
- res += s"""
- |DROP TABLE IF EXISTS $tablePrefix$partsuppTbl$tableSuffix;
- |""".stripMargin
- res += s"""
- |CREATE EXTERNAL TABLE IF NOT EXISTS $tablePrefix$partsuppTbl$tableSuffix (
- | ps_partkey bigint,
- | ps_suppkey bigint,
- | ps_availqty bigint,
- | ps_supplycost double,
- | ps_comment string)
- | USING PARQUET LOCATION 'file://${dataPathRoot + "/" + partsuppTbl}';
- |""".stripMargin
-
- // supplier
- res += s"""
- |DROP TABLE IF EXISTS $tablePrefix$supplierTbl$tableSuffix;
- |""".stripMargin
- res += s"""
- |CREATE EXTERNAL TABLE IF NOT EXISTS $tablePrefix$supplierTbl$tableSuffix (
- | s_suppkey bigint,
- | s_name string,
- | s_address string,
- | s_nationkey bigint,
- | s_phone string,
- | s_acctbal double,
- | s_comment string)
- | USING PARQUET LOCATION 'file://${dataPathRoot + "/" + supplierTbl}';
- |""".stripMargin
- // scalastyle:on println
- res
- }
-
- def genTPCHCSV2ParquetSQL(csvPathRoot: String, parquetPathRoot: String): ArrayBuffer[String] = {
- // scalastyle:off println
- val dbName = "gendb"
-
- val tablePrefix = "default."
- val tableSuffix = ""
-
- val customerTbl = "customer"
- val customerParts = "/*+ REPARTITION(24) */"
- val lineitemTbl = "lineitem"
- val lineitemParts = "/*+ REPARTITION(720) */"
- val nationTbl = "nation"
- val nationParts = ""
- val regionTbl = "region"
- val regionParts = ""
- val ordersTbl = "orders"
- val ordersParts = "/*+ REPARTITION(180) */"
- val partTbl = "part"
- val partParts = "/*+ REPARTITION(40) */"
- val partsuppTbl = "partsupp"
- val partsuppParts = "/*+ REPARTITION(120) */"
- val supplierTbl = "supplier"
- val supplierParts = "/*+ REPARTITION(2) */"
-
- val res = new ArrayBuffer[String]()
-
- res += s"""CREATE DATABASE IF NOT EXISTS $dbName;"""
- res += s"""use $dbName;"""
-
- // customer
- res += s"""DROP TABLE IF EXISTS ${customerTbl}_csv;"""
- res += s"""
- |CREATE TABLE IF NOT EXISTS ${customerTbl}_csv (
- | c_custkey bigint,
- | c_name string,
- | c_address string,
- | c_nationkey bigint,
- | c_phone string,
- | c_acctbal double,
- | c_mktsegment string,
- | c_comment string)
- | USING csv
- | OPTIONS (
- | path '${csvPathRoot + "/" + customerTbl + "/"}',
- | header false,
- | sep '|'
- | );
- |""".stripMargin
- res += s"""DROP TABLE IF EXISTS $tablePrefix$customerTbl$tableSuffix;"""
- res += s"""
- |CREATE TABLE IF NOT EXISTS $tablePrefix$customerTbl$tableSuffix
- | STORED AS PARQUET
- | LOCATION '${parquetPathRoot + "/" + customerTbl}'
- | AS SELECT $customerParts * FROM ${customerTbl}_csv;
- |""".stripMargin
-
- // lineitem
- res += s"""DROP TABLE IF EXISTS ${lineitemTbl}_csv;"""
- res += s"""
- |CREATE TABLE IF NOT EXISTS ${lineitemTbl}_csv (
- | l_orderkey bigint,
- | l_partkey bigint,
- | l_suppkey bigint,
- | l_linenumber bigint,
- | l_quantity double,
- | l_extendedprice double,
- | l_discount double,
- | l_tax double,
- | l_returnflag string,
- | l_linestatus string,
- | l_shipdate date,
- | l_commitdate date,
- | l_receiptdate date,
- | l_shipinstruct string,
- | l_shipmode string,
- | l_comment string)
- | USING csv
- | OPTIONS (
- | path '${csvPathRoot + "/" + lineitemTbl + "/"}',
- | header false,
- | sep '|'
- | );
- |""".stripMargin
- res += s"""DROP TABLE IF EXISTS $tablePrefix$lineitemTbl$tableSuffix;"""
- res += s"""
- |CREATE TABLE IF NOT EXISTS $tablePrefix$lineitemTbl$tableSuffix
- | STORED AS PARQUET
- | LOCATION '${parquetPathRoot + "/" + lineitemTbl}'
- | AS SELECT $lineitemParts * FROM ${lineitemTbl}_csv;
- |""".stripMargin
-
- // nation
- res += s"""DROP TABLE IF EXISTS ${nationTbl}_csv;"""
- res += s"""
- |CREATE TABLE IF NOT EXISTS ${nationTbl}_csv (
- | n_nationkey bigint,
- | n_name string,
- | n_regionkey bigint,
- | n_comment string)
- | USING csv
- | OPTIONS (
- | path '${csvPathRoot + "/" + nationTbl + "/"}',
- | header false,
- | sep '|'
- | );
- |""".stripMargin
- res += s"""DROP TABLE IF EXISTS $tablePrefix$nationTbl$tableSuffix;"""
- res += s"""
- |CREATE TABLE IF NOT EXISTS $tablePrefix$nationTbl$tableSuffix
- | STORED AS PARQUET
- | LOCATION '${parquetPathRoot + "/" + nationTbl}'
- | AS SELECT $nationParts * FROM ${nationTbl}_csv;
- |""".stripMargin
-
- // region
- res += s"""DROP TABLE IF EXISTS ${regionTbl}_csv;"""
- res += s"""
- |CREATE TABLE IF NOT EXISTS ${regionTbl}_csv (
- | r_regionkey bigint,
- | r_name string,
- | r_comment string)
- | USING csv
- | OPTIONS (
- | path '${csvPathRoot + "/" + regionTbl + "/"}',
- | header false,
- | sep '|'
- | );
- |""".stripMargin
- res += s"""DROP TABLE IF EXISTS $tablePrefix$regionTbl$tableSuffix;"""
- res += s"""
- |CREATE TABLE IF NOT EXISTS $tablePrefix$regionTbl$tableSuffix
- | STORED AS PARQUET
- | LOCATION '${parquetPathRoot + "/" + regionTbl}'
- | AS SELECT $regionParts * FROM ${regionTbl}_csv;
- |""".stripMargin
-
- // orders
- res += s"""DROP TABLE IF EXISTS ${ordersTbl}_csv;"""
- res += s"""
- |CREATE TABLE IF NOT EXISTS ${ordersTbl}_csv (
- | o_orderkey bigint,
- | o_custkey bigint,
- | o_orderstatus string,
- | o_totalprice double,
- | o_orderdate date,
- | o_orderpriority string,
- | o_clerk string,
- | o_shippriority bigint,
- | o_comment string)
- | USING csv
- | OPTIONS (
- | path '${csvPathRoot + "/" + ordersTbl + "/"}',
- | header false,
- | sep '|'
- | );
- |""".stripMargin
- res += s"""DROP TABLE IF EXISTS $tablePrefix$ordersTbl$tableSuffix;"""
- res += s"""
- |CREATE TABLE IF NOT EXISTS $tablePrefix$ordersTbl$tableSuffix
- | STORED AS PARQUET
- | LOCATION '${parquetPathRoot + "/" + ordersTbl}'
- | AS SELECT $ordersParts * FROM ${ordersTbl}_csv;
- |""".stripMargin
-
- // part
- res += s"""DROP TABLE IF EXISTS ${partTbl}_csv;"""
- res += s"""
- |CREATE TABLE IF NOT EXISTS ${partTbl}_csv (
- | p_partkey bigint,
- | p_name string,
- | p_mfgr string,
- | p_brand string,
- | p_type string,
- | p_size bigint,
- | p_container string,
- | p_retailprice double,
- | p_comment string)
- | USING csv
- | OPTIONS (
- | path '${csvPathRoot + "/" + partTbl + "/"}',
- | header false,
- | sep '|'
- | );
- |""".stripMargin
- res += s"""DROP TABLE IF EXISTS $tablePrefix$partTbl$tableSuffix;"""
- res += s"""
- |CREATE TABLE IF NOT EXISTS $tablePrefix$partTbl$tableSuffix
- | STORED AS PARQUET
- | LOCATION '${parquetPathRoot + "/" + partTbl}'
- | AS SELECT $partParts * FROM ${partTbl}_csv;
- |""".stripMargin
-
- // partsupp
- res += s"""DROP TABLE IF EXISTS ${partsuppTbl}_csv;"""
- res += s"""
- |CREATE TABLE IF NOT EXISTS ${partsuppTbl}_csv (
- | ps_partkey bigint,
- | ps_suppkey bigint,
- | ps_availqty bigint,
- | ps_supplycost double,
- | ps_comment string)
- | USING csv
- | OPTIONS (
- | path '${csvPathRoot + "/" + partsuppTbl + "/"}',
- | header false,
- | sep '|'
- | );
- |""".stripMargin
- res += s"""DROP TABLE IF EXISTS $tablePrefix$partsuppTbl$tableSuffix;"""
- res += s"""
- |CREATE TABLE IF NOT EXISTS $tablePrefix$partsuppTbl$tableSuffix
- | STORED AS PARQUET
- | LOCATION '${parquetPathRoot + "/" + partsuppTbl}'
- | AS SELECT $partsuppParts * FROM ${partsuppTbl}_csv;
- |""".stripMargin
-
- // supplier
- res += s"""DROP TABLE IF EXISTS ${supplierTbl}_csv;"""
- res += s"""
- |CREATE TABLE IF NOT EXISTS ${supplierTbl}_csv (
- | s_suppkey bigint,
- | s_name string,
- | s_address string,
- | s_nationkey bigint,
- | s_phone string,
- | s_acctbal double,
- | s_comment string)
- | USING csv
- | OPTIONS (
- | path '${csvPathRoot + "/" + supplierTbl + "/"}',
- | header false,
- | sep '|'
- | );
- |""".stripMargin
- res += s"""DROP TABLE IF EXISTS $tablePrefix$supplierTbl$tableSuffix;"""
- res += s"""
- |CREATE TABLE IF NOT EXISTS $tablePrefix$supplierTbl$tableSuffix
- | STORED AS PARQUET
- | LOCATION '${parquetPathRoot + "/" + supplierTbl}'
- | AS SELECT $supplierParts * FROM ${supplierTbl}_csv;
- |""".stripMargin
- // scalastyle:on println
- res
- }
-
-}
diff --git a/backends-clickhouse/src/test/scala/org/apache/gluten/execution/GlutenClickHouseColumnarExternalSortShuffleSuite.scala b/backends-clickhouse/src/test/scala/org/apache/gluten/execution/GlutenClickHouseColumnarExternalSortShuffleSuite.scala
deleted file mode 100644
index be36cd998485..000000000000
--- a/backends-clickhouse/src/test/scala/org/apache/gluten/execution/GlutenClickHouseColumnarExternalSortShuffleSuite.scala
+++ /dev/null
@@ -1,128 +0,0 @@
-/*
- * 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.gluten.execution
-
-import org.apache.spark.SparkConf
-import org.apache.spark.sql.execution.adaptive.AdaptiveSparkPlanHelper
-
-class GlutenClickHouseColumnarExternalSortShuffleSuite
- extends GlutenClickHouseTPCHAbstractSuite
- with AdaptiveSparkPlanHelper {
-
- override protected val tablesPath: String = basePath + "/tpch-data-ch"
- override protected val tpchQueries: String = rootPath + "queries/tpch-queries-ch"
- override protected val queriesResults: String = rootPath + "mergetree-queries-output"
-
- /** Run Gluten + ClickHouse Backend with ColumnarShuffleManager */
- override protected def sparkConf: SparkConf = {
- super.sparkConf
- .set("spark.shuffle.manager", "org.apache.spark.shuffle.sort.ColumnarShuffleManager")
- .set("spark.io.compression.codec", "LZ4")
- .set("spark.sql.shuffle.partitions", "5")
- .set("spark.sql.autoBroadcastJoinThreshold", "10MB")
- .set("spark.sql.adaptive.enabled", "true")
- .set("spark.gluten.sql.columnar.backend.ch.forceExternalSortShuffle", "true")
- }
-
- test("TPCH Q1") {
- runTPCHQuery(1) { df => }
- }
-
- test("TPCH Q2") {
- runTPCHQuery(2) { df => }
- }
-
- test("TPCH Q3") {
- runTPCHQuery(3) { df => }
- }
-
- test("TPCH Q4") {
- runTPCHQuery(4) { df => }
- }
-
- test("TPCH Q5") {
- runTPCHQuery(5) { df => }
- }
-
- test("TPCH Q6") {
- runTPCHQuery(6) { df => }
- }
-
- test("TPCH Q7") {
- runTPCHQuery(7) { df => }
- }
-
- test("TPCH Q8") {
- runTPCHQuery(8) { df => }
- }
-
- test("TPCH Q9") {
- runTPCHQuery(9) { df => }
- }
-
- test("TPCH Q10") {
- runTPCHQuery(10) { df => }
- }
-
- test("TPCH Q11") {
- runTPCHQuery(11) { df => }
- }
-
- test("TPCH Q12") {
- runTPCHQuery(12) { df => }
- }
-
- test("TPCH Q13") {
- runTPCHQuery(13) { df => }
- }
-
- test("TPCH Q14") {
- runTPCHQuery(14) { df => }
- }
-
- test("TPCH Q15") {
- runTPCHQuery(15) { df => }
- }
-
- test("TPCH Q16") {
- runTPCHQuery(16, noFallBack = false) { df => }
- }
-
- test("TPCH Q17") {
- runTPCHQuery(17) { df => }
- }
-
- test("TPCH Q18") {
- runTPCHQuery(18) { df => }
- }
-
- test("TPCH Q19") {
- runTPCHQuery(19) { df => }
- }
-
- test("TPCH Q20") {
- runTPCHQuery(20) { df => }
- }
-
- test("TPCH Q21") {
- runTPCHQuery(21, noFallBack = false) { df => }
- }
-
- test("TPCH Q22") {
- runTPCHQuery(22) { df => }
- }
-}
diff --git a/backends-clickhouse/src/test/scala/org/apache/gluten/execution/GlutenClickHouseColumnarMemorySortShuffleSuite.scala b/backends-clickhouse/src/test/scala/org/apache/gluten/execution/GlutenClickHouseColumnarMemorySortShuffleSuite.scala
deleted file mode 100644
index b9d580c7249c..000000000000
--- a/backends-clickhouse/src/test/scala/org/apache/gluten/execution/GlutenClickHouseColumnarMemorySortShuffleSuite.scala
+++ /dev/null
@@ -1,128 +0,0 @@
-/*
- * 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.gluten.execution
-
-import org.apache.spark.SparkConf
-import org.apache.spark.sql.execution.adaptive.AdaptiveSparkPlanHelper
-
-class GlutenClickHouseColumnarMemorySortShuffleSuite
- extends GlutenClickHouseTPCHAbstractSuite
- with AdaptiveSparkPlanHelper {
-
- override protected val tablesPath: String = basePath + "/tpch-data-ch"
- override protected val tpchQueries: String = rootPath + "queries/tpch-queries-ch"
- override protected val queriesResults: String = rootPath + "mergetree-queries-output"
-
- /** Run Gluten + ClickHouse Backend with ColumnarShuffleManager */
- override protected def sparkConf: SparkConf = {
- super.sparkConf
- .set("spark.shuffle.manager", "org.apache.spark.shuffle.sort.ColumnarShuffleManager")
- .set("spark.io.compression.codec", "LZ4")
- .set("spark.sql.shuffle.partitions", "5")
- .set("spark.sql.autoBroadcastJoinThreshold", "10MB")
- .set("spark.sql.adaptive.enabled", "true")
- .set("spark.gluten.sql.columnar.backend.ch.forceMemorySortShuffle", "true")
- }
-
- test("TPCH Q1") {
- runTPCHQuery(1) { df => }
- }
-
- test("TPCH Q2") {
- runTPCHQuery(2) { df => }
- }
-
- test("TPCH Q3") {
- runTPCHQuery(3) { df => }
- }
-
- test("TPCH Q4") {
- runTPCHQuery(4) { df => }
- }
-
- test("TPCH Q5") {
- runTPCHQuery(5) { df => }
- }
-
- test("TPCH Q6") {
- runTPCHQuery(6) { df => }
- }
-
- test("TPCH Q7") {
- runTPCHQuery(7) { df => }
- }
-
- test("TPCH Q8") {
- runTPCHQuery(8) { df => }
- }
-
- test("TPCH Q9") {
- runTPCHQuery(9) { df => }
- }
-
- test("TPCH Q10") {
- runTPCHQuery(10) { df => }
- }
-
- test("TPCH Q11") {
- runTPCHQuery(11) { df => }
- }
-
- test("TPCH Q12") {
- runTPCHQuery(12) { df => }
- }
-
- test("TPCH Q13") {
- runTPCHQuery(13) { df => }
- }
-
- test("TPCH Q14") {
- runTPCHQuery(14) { df => }
- }
-
- test("TPCH Q15") {
- runTPCHQuery(15) { df => }
- }
-
- test("TPCH Q16") {
- runTPCHQuery(16, noFallBack = false) { df => }
- }
-
- test("TPCH Q17") {
- runTPCHQuery(17) { df => }
- }
-
- test("TPCH Q18") {
- runTPCHQuery(18) { df => }
- }
-
- test("TPCH Q19") {
- runTPCHQuery(19) { df => }
- }
-
- test("TPCH Q20") {
- runTPCHQuery(20) { df => }
- }
-
- test("TPCH Q21") {
- runTPCHQuery(21, noFallBack = false) { df => }
- }
-
- test("TPCH Q22") {
- runTPCHQuery(22) { df => }
- }
-}
diff --git a/backends-clickhouse/src/test/scala/org/apache/gluten/execution/GlutenClickHouseColumnarShuffleAQESuite.scala b/backends-clickhouse/src/test/scala/org/apache/gluten/execution/GlutenClickHouseColumnarShuffleAQESuite.scala
deleted file mode 100644
index f25b8643b707..000000000000
--- a/backends-clickhouse/src/test/scala/org/apache/gluten/execution/GlutenClickHouseColumnarShuffleAQESuite.scala
+++ /dev/null
@@ -1,174 +0,0 @@
-/*
- * 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.gluten.execution
-
-import org.apache.spark.SparkConf
-import org.apache.spark.sql.execution.CoalescedPartitionSpec
-import org.apache.spark.sql.execution.adaptive.{AdaptiveSparkPlanExec, AdaptiveSparkPlanHelper, AQEShuffleReadExec}
-
-class GlutenClickHouseColumnarShuffleAQESuite
- extends GlutenClickHouseTPCHAbstractSuite
- with AdaptiveSparkPlanHelper {
-
- override protected val tablesPath: String = basePath + "/tpch-data-ch"
- override protected val tpchQueries: String = rootPath + "queries/tpch-queries-ch"
- override protected val queriesResults: String = rootPath + "mergetree-queries-output"
-
- /** Run Gluten + ClickHouse Backend with ColumnarShuffleManager */
- override protected def sparkConf: SparkConf = {
- super.sparkConf
- .set("spark.shuffle.manager", "org.apache.spark.shuffle.sort.ColumnarShuffleManager")
- .set("spark.io.compression.codec", "LZ4")
- .set("spark.sql.shuffle.partitions", "5")
- .set("spark.sql.autoBroadcastJoinThreshold", "10MB")
- .set("spark.sql.adaptive.enabled", "true")
- }
-
- test("TPCH Q1") {
- runTPCHQuery(1) {
- df =>
- assert(df.queryExecution.executedPlan.isInstanceOf[AdaptiveSparkPlanExec])
-
- val colCustomShuffleReaderExecs = collect(df.queryExecution.executedPlan) {
- case csr: AQEShuffleReadExec => csr
- }
- assert(colCustomShuffleReaderExecs.size == 2)
- val coalescedPartitionSpec0 = colCustomShuffleReaderExecs(0)
- .partitionSpecs(0)
- .asInstanceOf[CoalescedPartitionSpec]
- assert(coalescedPartitionSpec0.startReducerIndex == 0)
- assert(coalescedPartitionSpec0.endReducerIndex == 5)
- val coalescedPartitionSpec1 = colCustomShuffleReaderExecs(1)
- .partitionSpecs(0)
- .asInstanceOf[CoalescedPartitionSpec]
- assert(coalescedPartitionSpec1.startReducerIndex == 0)
- assert(coalescedPartitionSpec1.endReducerIndex == 5)
- }
- }
-
- test("TPCH Q2") {
- runTPCHQuery(2) { df => }
- }
-
- test("TPCH Q3") {
- runTPCHQuery(3) { df => }
- }
-
- test("TPCH Q4") {
- runTPCHQuery(4) { df => }
- }
-
- test("TPCH Q5") {
- runTPCHQuery(5) { df => }
- }
-
- test("TPCH Q6") {
- runTPCHQuery(6) { df => }
- }
-
- test("TPCH Q7") {
- runTPCHQuery(7) { df => }
- }
-
- test("TPCH Q8") {
- runTPCHQuery(8) { df => }
- }
-
- test("TPCH Q9") {
- runTPCHQuery(9) { df => }
- }
-
- test("TPCH Q10") {
- runTPCHQuery(10) { df => }
- }
-
- test("TPCH Q11") {
- runTPCHQuery(11) {
- df =>
- assert(df.queryExecution.executedPlan.isInstanceOf[AdaptiveSparkPlanExec])
- val adaptiveSparkPlanExec = collectWithSubqueries(df.queryExecution.executedPlan) {
- case adaptive: AdaptiveSparkPlanExec => adaptive
- }
- assert(adaptiveSparkPlanExec.size == 2)
- }
- }
-
- test("TPCH Q12") {
- runTPCHQuery(12) { df => }
- }
-
- test("TPCH Q13") {
- runTPCHQuery(13) { df => }
- }
-
- test("TPCH Q14") {
- runTPCHQuery(14) { df => }
- }
-
- test("TPCH Q15") {
- runTPCHQuery(15) {
- df =>
- assert(df.queryExecution.executedPlan.isInstanceOf[AdaptiveSparkPlanExec])
- val adaptiveSparkPlanExec = collectWithSubqueries(df.queryExecution.executedPlan) {
- case adaptive: AdaptiveSparkPlanExec => adaptive
- }
- assert(adaptiveSparkPlanExec.size == 2)
- }
- }
-
- test("TPCH Q16") {
- runTPCHQuery(16, noFallBack = false) { df => }
- }
-
- test("TPCH Q17") {
- runTPCHQuery(17) { df => }
- }
-
- test("TPCH Q18") {
- runTPCHQuery(18) {
- df =>
- val hashAggregates = collect(df.queryExecution.executedPlan) {
- case hash: HashAggregateExecBaseTransformer => hash
- }
- assert(hashAggregates.size == 3)
- }
- }
-
- test("TPCH Q19") {
- runTPCHQuery(19) { df => }
- }
-
- test("TPCH Q20") {
- runTPCHQuery(20) { df => }
- }
-
- test("TPCH Q21") {
- runTPCHQuery(21, noFallBack = false) { df => }
- }
-
- test("TPCH Q22") {
- runTPCHQuery(22) {
- df =>
- assert(df.queryExecution.executedPlan.isInstanceOf[AdaptiveSparkPlanExec])
- val adaptiveSparkPlanExec = collectWithSubqueries(df.queryExecution.executedPlan) {
- case adaptive: AdaptiveSparkPlanExec => adaptive
- }
- assert(adaptiveSparkPlanExec.size == 3)
- assert(adaptiveSparkPlanExec(1) == adaptiveSparkPlanExec(2))
- }
- }
-}
diff --git a/backends-clickhouse/src/test/scala/org/apache/gluten/execution/GlutenClickHouseDSV2ColumnarShuffleSuite.scala b/backends-clickhouse/src/test/scala/org/apache/gluten/execution/GlutenClickHouseDSV2ColumnarShuffleSuite.scala
deleted file mode 100644
index dd997832d3e3..000000000000
--- a/backends-clickhouse/src/test/scala/org/apache/gluten/execution/GlutenClickHouseDSV2ColumnarShuffleSuite.scala
+++ /dev/null
@@ -1,177 +0,0 @@
-/*
- * 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.gluten.execution
-
-import org.apache.spark.SparkConf
-
-class GlutenClickHouseDSV2ColumnarShuffleSuite extends GlutenClickHouseTPCHAbstractSuite {
-
- override protected val tablesPath: String = basePath + "/tpch-data-ch"
- override protected val tpchQueries: String = rootPath + "queries/tpch-queries-ch"
- override protected val queriesResults: String = rootPath + "mergetree-queries-output"
-
- /** Run Gluten + ClickHouse Backend with ColumnarShuffleManager */
- override protected def sparkConf: SparkConf = {
- super.sparkConf
- .set("spark.shuffle.manager", "org.apache.spark.shuffle.sort.ColumnarShuffleManager")
- .set("spark.io.compression.codec", "LZ4")
- .set("spark.sql.shuffle.partitions", "1")
- .set("spark.sql.autoBroadcastJoinThreshold", "-1")
- }
-
- test("TPCH Q1") {
- runTPCHQuery(1) { df => }
- }
-
- test("TPCH Q2") {
- runTPCHQuery(2) { df => }
- }
-
- test("TPCH Q3") {
- runTPCHQuery(3) {
- df =>
- val aggs = df.queryExecution.executedPlan.collectWithSubqueries {
- case agg: HashAggregateExecBaseTransformer => agg
- }
- assert(aggs.size == 1)
- }
- }
-
- test("TPCH Q4") {
- runTPCHQuery(4) { df => }
- }
-
- test("TPCH Q5") {
- runTPCHQuery(5) { df => }
- }
-
- test("TPCH Q6") {
- runTPCHQuery(6) { df => }
- }
-
- test("TPCH Q7") {
- runTPCHQuery(7) { df => }
- }
-
- test("TPCH Q8") {
- runTPCHQuery(8) { df => }
- }
-
- test("TPCH Q9") {
- runTPCHQuery(9) { df => }
- }
-
- test("TPCH Q10") {
- runTPCHQuery(10) { df => }
- }
-
- test("TPCH Q11") {
- runTPCHQuery(11) {
- df =>
- val aggs = df.queryExecution.executedPlan.collectWithSubqueries {
- case agg: HashAggregateExecBaseTransformer => agg
- }
- assert(aggs.size == 3)
- }
- }
-
- test("TPCH Q12") {
- runTPCHQuery(12) { df => }
- }
-
- test("TPCH Q13") {
- runTPCHQuery(13) {
- df =>
- val aggs = df.queryExecution.executedPlan.collectWithSubqueries {
- case agg: HashAggregateExecBaseTransformer => agg
- }
- assert(aggs.size == 3)
- }
- }
-
- test("TPCH Q14") {
- runTPCHQuery(14) {
- df =>
- val aggs = df.queryExecution.executedPlan.collectWithSubqueries {
- case agg: HashAggregateExecBaseTransformer => agg
- }
- assert(aggs.size == 1)
- }
- }
-
- test("TPCH Q15") {
- runTPCHQuery(15) {
- df =>
- val aggs = df.queryExecution.executedPlan.collectWithSubqueries {
- case agg: HashAggregateExecBaseTransformer => agg
- }
- assert(aggs.size == 4)
- }
- }
-
- test("TPCH Q16") {
- runTPCHQuery(16, noFallBack = false) { df => }
- }
-
- test("TPCH Q17") {
- runTPCHQuery(17) {
- df =>
- val aggs = df.queryExecution.executedPlan.collectWithSubqueries {
- case agg: HashAggregateExecBaseTransformer => agg
- }
- assert(aggs.size == 3)
- }
- }
-
- test("TPCH Q18") {
- runTPCHQuery(18) {
- df =>
- val aggs = df.queryExecution.executedPlan.collectWithSubqueries {
- case agg: HashAggregateExecBaseTransformer => agg
- }
- assert(aggs.size == 4)
- }
- }
-
- test("TPCH Q19") {
- runTPCHQuery(19) {
- df =>
- val aggs = df.queryExecution.executedPlan.collectWithSubqueries {
- case agg: HashAggregateExecBaseTransformer => agg
- }
- assert(aggs.size == 1)
- }
- }
-
- test("TPCH Q20") {
- runTPCHQuery(20) {
- df =>
- val aggs = df.queryExecution.executedPlan.collectWithSubqueries {
- case agg: HashAggregateExecBaseTransformer => agg
- }
- assert(aggs.size == 1)
- }
- }
-
- test("TPCH Q21") {
- runTPCHQuery(21, noFallBack = false) { df => }
- }
-
- test("TPCH Q22") {
- runTPCHQuery(22) { df => }
- }
-}
diff --git a/backends-clickhouse/src/test/scala/org/apache/gluten/execution/GlutenClickHouseDSV2Suite.scala b/backends-clickhouse/src/test/scala/org/apache/gluten/execution/GlutenClickHouseDSV2Suite.scala
deleted file mode 100644
index 08393ccfe774..000000000000
--- a/backends-clickhouse/src/test/scala/org/apache/gluten/execution/GlutenClickHouseDSV2Suite.scala
+++ /dev/null
@@ -1,164 +0,0 @@
-/*
- * 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.gluten.execution
-
-import org.apache.spark.SparkConf
-
-class GlutenClickHouseDSV2Suite extends GlutenClickHouseTPCHAbstractSuite {
-
- override protected val tablesPath: String = basePath + "/tpch-data-ch"
- override protected val tpchQueries: String = rootPath + "queries/tpch-queries-ch"
- override protected val queriesResults: String = rootPath + "mergetree-queries-output"
-
- /** Run Gluten + ClickHouse Backend with ColumnarShuffleManager */
- override protected def sparkConf: SparkConf = {
- super.sparkConf
- .set("spark.shuffle.manager", "sort")
- .set("spark.io.compression.codec", "snappy")
- .set("spark.sql.shuffle.partitions", "1")
- .set("spark.sql.autoBroadcastJoinThreshold", "-1")
- }
-
- test("TPCH Q1") {
- runTPCHQuery(1) {
- df =>
- val scanExec = df.queryExecution.executedPlan.collect {
- case scanExec: BasicScanExecTransformer => scanExec
- }
- assert(scanExec.size == 1)
- }
- }
-
- test("TPCH Q2") {
- runTPCHQuery(2) {
- df =>
- val scanExec = df.queryExecution.executedPlan.collect {
- case scanExec: BasicScanExecTransformer => scanExec
- }
- assert(scanExec.size == 8)
- }
- }
-
- test("TPCH Q3") {
- runTPCHQuery(3) { df => }
- }
-
- test("TPCH Q4") {
- runTPCHQuery(4) { df => }
- }
-
- test("TPCH Q5") {
- runTPCHQuery(5) { df => }
- }
-
- test("TPCH Q6") {
- runTPCHQuery(6) { df => }
- }
-
- test("TPCH Q7") {
- runTPCHQuery(7) { df => }
- }
-
- test("TPCH Q8") {
- runTPCHQuery(8) { df => }
- }
-
- test("TPCH Q9") {
- runTPCHQuery(9) { df => }
- }
-
- test("TPCH Q10") {
- runTPCHQuery(10) { df => }
- }
-
- test("TPCH Q11") {
- runTPCHQuery(11) { df => }
- }
-
- test("TPCH Q12") {
- runTPCHQuery(12) { df => }
- }
-
- test("TPCH Q13") {
- runTPCHQuery(13) { df => }
- }
-
- test("TPCH Q14") {
- runTPCHQuery(14) { df => }
- }
-
- test("TPCH Q15") {
- runTPCHQuery(15) { df => }
- }
-
- test("TPCH Q16") {
- runTPCHQuery(16, noFallBack = false) { df => }
- }
-
- test("TPCH Q17") {
- runTPCHQuery(17) { df => }
- }
-
- test("TPCH Q18") {
- runTPCHQuery(18) { df => }
- }
-
- test("TPCH Q19") {
- runTPCHQuery(19) { df => }
- }
-
- test("TPCH Q20") {
- runTPCHQuery(20) { df => }
- }
-
- test("TPCH Q21") {
- runTPCHQuery(21, noFallBack = false) { df => }
- }
-
- test("TPCH Q22") {
- runTPCHQuery(22) { df => }
- }
-
- test("test 'select count(1)' with empty columns to read") {
- val result = runSql("""
- |select count(1) from lineitem
- |""".stripMargin) { _ => }
- assert(result(0).getLong(0) == 600572L)
- }
-
- test("test 'select count(*)' with empty columns to read") {
- val result = runSql("""
- |select count(*) from lineitem
- |""".stripMargin) { _ => }
- assert(result(0).getLong(0) == 600572L)
- }
-
- test("test 'select sum(2)' with empty columns to read") {
- val result = runSql("""
- |select sum(2) from lineitem
- |""".stripMargin) { _ => }
- assert(result(0).getLong(0) == 1201144L)
- }
-
- test("test 'select 1' with empty columns to read") {
- val result = runSql("""
- |select 1 from lineitem limit 2
- |""".stripMargin) { _ => }
- assert(result.size == 2)
- assert(result(0).getInt(0) == 1 && result(1).getInt(0) == 1)
- }
-}
diff --git a/backends-clickhouse/src/test/scala/org/apache/gluten/execution/GlutenClickHouseDecimalSuite.scala b/backends-clickhouse/src/test/scala/org/apache/gluten/execution/GlutenClickHouseDecimalSuite.scala
index 7320b7c05152..cf1bdd296c01 100644
--- a/backends-clickhouse/src/test/scala/org/apache/gluten/execution/GlutenClickHouseDecimalSuite.scala
+++ b/backends-clickhouse/src/test/scala/org/apache/gluten/execution/GlutenClickHouseDecimalSuite.scala
@@ -66,10 +66,10 @@ class GlutenClickHouseDecimalSuite
private val decimalTable: String = "decimal_table"
private val decimalTPCHTables: Seq[(DecimalType, Seq[Int])] = Seq.apply(
(DecimalType.apply(9, 4), Seq()),
- // 1: ch decimal avg is float
(DecimalType.apply(18, 8), Seq()),
- // 1: ch decimal avg is float, 3/10: all value is null and compare with limit
- (DecimalType.apply(38, 19), Seq(3, 10))
+ // 3/10: all value is null and compare with limit
+ // 1 Spark 3.5
+ (DecimalType.apply(38, 19), if (isSparkVersionLE("3.3")) Seq(3, 10) else Seq(1, 3, 10))
)
private def createDecimalTables(dataType: DecimalType): Unit = {
@@ -343,19 +343,14 @@ class GlutenClickHouseDecimalSuite
decimalTPCHTables.foreach {
dt =>
{
+ val fallBack = (sql_num == 16 || sql_num == 21)
+ val compareResult = !dt._2.contains(sql_num)
+ val native = if (fallBack) "fallback" else "native"
+ val compare = if (compareResult) "compare" else "noCompare"
+ val PrecisionLoss = s"allowPrecisionLoss=$allowPrecisionLoss"
val decimalType = dt._1
test(s"""TPCH Decimal(${decimalType.precision},${decimalType.scale})
- | Q$sql_num[allowPrecisionLoss=$allowPrecisionLoss]""".stripMargin) {
- var noFallBack = true
- var compareResult = true
- if (sql_num == 16 || sql_num == 21) {
- noFallBack = false
- }
-
- if (dt._2.contains(sql_num)) {
- compareResult = false
- }
-
+ | Q$sql_num[$PrecisionLoss,$native,$compare]""".stripMargin) {
spark.sql(s"use decimal_${decimalType.precision}_${decimalType.scale}")
withSQLConf(
(SQLConf.DECIMAL_OPERATIONS_ALLOW_PREC_LOSS.key, allowPrecisionLoss)) {
@@ -363,7 +358,7 @@ class GlutenClickHouseDecimalSuite
sql_num,
tpchQueries,
compareResult = compareResult,
- noFallBack = noFallBack) { _ => {} }
+ noFallBack = !fallBack) { _ => {} }
}
spark.sql(s"use default")
}
diff --git a/backends-clickhouse/src/test/scala/org/apache/gluten/execution/GlutenClickHouseDeltaParquetWriteSuite.scala b/backends-clickhouse/src/test/scala/org/apache/gluten/execution/GlutenClickHouseDeltaParquetWriteSuite.scala
deleted file mode 100644
index 8f8351baeae1..000000000000
--- a/backends-clickhouse/src/test/scala/org/apache/gluten/execution/GlutenClickHouseDeltaParquetWriteSuite.scala
+++ /dev/null
@@ -1,1422 +0,0 @@
-/*
- * 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.gluten.execution
-
-import org.apache.spark.SparkConf
-import org.apache.spark.sql.SaveMode
-import org.apache.spark.sql.delta.actions.AddFile
-import org.apache.spark.sql.delta.files.TahoeFileIndex
-import org.apache.spark.sql.execution.adaptive.AdaptiveSparkPlanHelper
-
-import io.delta.tables.DeltaTable
-
-import java.io.File
-
-// Some sqls' line length exceeds 100
-// scalastyle:off line.size.limit
-
-class GlutenClickHouseDeltaParquetWriteSuite
- extends GlutenClickHouseTPCHAbstractSuite
- with AdaptiveSparkPlanHelper {
-
- override protected val needCopyParquetToTablePath = true
-
- override protected val tablesPath: String = basePath + "/tpch-data"
- override protected val tpchQueries: String = rootPath + "queries/tpch-queries-ch"
- override protected val queriesResults: String = rootPath + "mergetree-queries-output"
-
- /** Run Gluten + ClickHouse Backend with SortShuffleManager */
- override protected def sparkConf: SparkConf = {
- super.sparkConf
- .set("spark.shuffle.manager", "org.apache.spark.shuffle.sort.ColumnarShuffleManager")
- .set("spark.io.compression.codec", "LZ4")
- .set("spark.sql.shuffle.partitions", "5")
- .set("spark.sql.autoBroadcastJoinThreshold", "10MB")
- .set("spark.sql.adaptive.enabled", "true")
- .set("spark.sql.files.maxPartitionBytes", "20000000")
- .set("spark.gluten.sql.native.writer.enabled", "true")
- .set("spark.sql.storeAssignmentPolicy", "legacy")
- .set(
- "spark.gluten.sql.columnar.backend.ch.runtime_settings.mergetree.merge_after_insert",
- "false")
- .set(
- "spark.databricks.delta.retentionDurationCheck.enabled",
- "false"
- )
- }
-
- override protected def createTPCHNotNullTables(): Unit = {
- createNotNullTPCHTablesInParquet(tablesPath)
- }
-
- test("test parquet table write with the delta") {
- spark.sql(s"""
- |DROP TABLE IF EXISTS lineitem_delta_parquet;
- |""".stripMargin)
-
- spark.sql(s"""
- |CREATE TABLE IF NOT EXISTS lineitem_delta_parquet
- |(
- | l_orderkey bigint,
- | l_partkey bigint,
- | l_suppkey bigint,
- | l_linenumber bigint,
- | l_quantity double,
- | l_extendedprice double,
- | l_discount double,
- | l_tax double,
- | l_returnflag string,
- | l_linestatus string,
- | l_shipdate date,
- | l_commitdate date,
- | l_receiptdate date,
- | l_shipinstruct string,
- | l_shipmode string,
- | l_comment string
- |)
- |USING delta
- |LOCATION '$basePath/lineitem_delta_parquet'
- |""".stripMargin)
-
- spark.sql(s"""
- | insert into table lineitem_delta_parquet
- | select /*+ REPARTITION(5) */ * from lineitem
- |""".stripMargin)
-
- val sqlStr =
- s"""
- |SELECT
- | l_returnflag,
- | l_linestatus,
- | sum(l_quantity) AS sum_qty,
- | sum(l_extendedprice) AS sum_base_price,
- | sum(l_extendedprice * (1 - l_discount)) AS sum_disc_price,
- | sum(l_extendedprice * (1 - l_discount) * (1 + l_tax)) AS sum_charge,
- | avg(l_quantity) AS avg_qty,
- | avg(l_extendedprice) AS avg_price,
- | avg(l_discount) AS avg_disc,
- | count(*) AS count_order
- |FROM
- | lineitem_delta_parquet
- |WHERE
- | l_shipdate <= date'1998-09-02' - interval 1 day
- |GROUP BY
- | l_returnflag,
- | l_linestatus
- |ORDER BY
- | l_returnflag,
- | l_linestatus;
- |
- |""".stripMargin
- runTPCHQueryBySQL(1, sqlStr) {
- df =>
- val plans = collect(df.queryExecution.executedPlan) {
- case f: FileSourceScanExecTransformer => f
- case w: WholeStageTransformer => w
- }
- assert(plans.size == 4)
-
- val parquetScan = plans(3).asInstanceOf[FileSourceScanExecTransformer]
- assert(parquetScan.nodeName.startsWith("Scan parquet "))
-
- val fileIndex = parquetScan.relation.location.asInstanceOf[TahoeFileIndex]
- val addFiles = fileIndex.matchingFiles(Nil, Nil).map(f => f.asInstanceOf[AddFile])
- assert(addFiles.size == 5)
- }
- }
-
- test("test parquet insert overwrite with the delta") {
- spark.sql(s"""
- |DROP TABLE IF EXISTS lineitem_delta_parquet_insertoverwrite;
- |""".stripMargin)
-
- spark.sql(s"""
- |CREATE TABLE IF NOT EXISTS lineitem_delta_parquet_insertoverwrite
- |(
- | l_orderkey bigint,
- | l_partkey bigint,
- | l_suppkey bigint,
- | l_linenumber bigint,
- | l_quantity double,
- | l_extendedprice double,
- | l_discount double,
- | l_tax double,
- | l_returnflag string,
- | l_linestatus string,
- | l_shipdate date,
- | l_commitdate date,
- | l_receiptdate date,
- | l_shipinstruct string,
- | l_shipmode string,
- | l_comment string
- |)
- |USING delta
- |LOCATION '$basePath/lineitem_delta_parquet_insertoverwrite'
- |""".stripMargin)
-
- spark.sql(s"""
- | insert into table lineitem_delta_parquet_insertoverwrite
- | select * from lineitem
- |""".stripMargin)
-
- spark.sql(s"""
- | insert overwrite table lineitem_delta_parquet_insertoverwrite
- | select * from lineitem where mod(l_orderkey,2) = 1
- |""".stripMargin)
- val sql2 =
- s"""
- | select count(*) from lineitem_delta_parquet_insertoverwrite
- |""".stripMargin
- assert(
- // total rows should remain unchanged
- spark.sql(sql2).collect().apply(0).get(0) == 300001
- )
- }
-
- test("test parquet insert overwrite partitioned table with small table, static with delta") {
- spark.sql(s"""
- |DROP TABLE IF EXISTS lineitem_delta_parquet_insertoverwrite2;
- |""".stripMargin)
-
- spark.sql(s"""
- |CREATE TABLE IF NOT EXISTS lineitem_delta_parquet_insertoverwrite2
- |(
- | l_orderkey bigint,
- | l_partkey bigint,
- | l_suppkey bigint,
- | l_linenumber bigint,
- | l_quantity double,
- | l_extendedprice double,
- | l_discount double,
- | l_tax double,
- | l_returnflag string,
- | l_linestatus string,
- | l_shipdate date,
- | l_commitdate date,
- | l_receiptdate date,
- | l_shipinstruct string,
- | l_shipmode string,
- | l_comment string
- |)
- |USING delta
- |PARTITIONED BY (l_shipdate)
- |LOCATION '$basePath/lineitem_delta_parquet_insertoverwrite2'
- |""".stripMargin)
-
- spark.sql(s"""
- | insert into table lineitem_delta_parquet_insertoverwrite2
- | select * from lineitem
- | where l_shipdate BETWEEN date'1993-01-01' AND date'1993-03-31'
- |""".stripMargin)
-
- spark.sql(
- s"""
- | insert overwrite table lineitem_delta_parquet_insertoverwrite2
- | select * from lineitem where l_shipdate BETWEEN date'1993-02-01' AND date'1993-02-10'
- |""".stripMargin)
- val sql2 =
- s"""
- | select count(*) from lineitem_delta_parquet_insertoverwrite2
- |
- |""".stripMargin
- assert(
- // total rows should remain unchanged
- spark.sql(sql2).collect().apply(0).get(0) == 2418
- )
- }
-
- test("test parquet insert overwrite partitioned table with small table, dynamic with delta") {
- withSQLConf(("spark.sql.sources.partitionOverwriteMode", "dynamic")) {
- spark.sql(s"""
- |DROP TABLE IF EXISTS lineitem_delta_parquet_insertoverwrite3 PURGE;
- |""".stripMargin)
-
- spark.sql(s"""
- |CREATE TABLE IF NOT EXISTS lineitem_delta_parquet_insertoverwrite3
- |(
- | l_orderkey bigint,
- | l_partkey bigint,
- | l_suppkey bigint,
- | l_linenumber bigint,
- | l_quantity double,
- | l_extendedprice double,
- | l_discount double,
- | l_tax double,
- | l_returnflag string,
- | l_linestatus string,
- | l_shipdate date,
- | l_commitdate date,
- | l_receiptdate date,
- | l_shipinstruct string,
- | l_shipmode string,
- | l_comment string
- |)
- |USING delta
- |PARTITIONED BY (l_shipdate)
- |LOCATION '$basePath/lineitem_delta_parquet_insertoverwrite3'
- |""".stripMargin)
-
- spark.sql(s"""
- | insert into table lineitem_delta_parquet_insertoverwrite3
- | select * from lineitem
- | where l_shipdate BETWEEN date'1993-01-01' AND date'1993-03-31'
- |""".stripMargin)
-
- spark.sql(
- s"""
- | insert overwrite table lineitem_delta_parquet_insertoverwrite3
- | select * from lineitem where l_shipdate BETWEEN date'1993-02-01' AND date'1993-02-10'
- |""".stripMargin)
- val sql2 =
- s"""
- | select count(*) from lineitem_delta_parquet_insertoverwrite3
- |
- |""".stripMargin
- assert(
- // total rows should remain unchanged
- spark.sql(sql2).collect().apply(0).get(0) == 21875
- )
- }
- }
-
- test("test parquet table update with the delta") {
- spark.sql(s"""
- |DROP TABLE IF EXISTS lineitem_delta_parquet_update;
- |""".stripMargin)
-
- spark.sql(s"""
- |CREATE TABLE IF NOT EXISTS lineitem_delta_parquet_update
- |(
- | l_orderkey bigint,
- | l_partkey bigint,
- | l_suppkey bigint,
- | l_linenumber bigint,
- | l_quantity double,
- | l_extendedprice double,
- | l_discount double,
- | l_tax double,
- | l_returnflag string,
- | l_linestatus string,
- | l_shipdate date,
- | l_commitdate date,
- | l_receiptdate date,
- | l_shipinstruct string,
- | l_shipmode string,
- | l_comment string
- |)
- |USING delta
- |LOCATION '$basePath/lineitem_delta_parquet_update'
- |""".stripMargin)
-
- spark.sql(s"""
- | insert into table lineitem_delta_parquet_update
- | select /*+ REPARTITION(6) */ * from lineitem
- |""".stripMargin)
-
- spark.sql(
- s"""
- | update lineitem_delta_parquet_update set l_returnflag = 'Z' where l_orderkey = 12647
- |""".stripMargin)
-
- {
- val sql1 =
- s"""
- | select count(*) from lineitem_delta_parquet_update where l_returnflag = 'Z'
- |
- |""".stripMargin
-
- val df = spark.sql(sql1)
- val result = df.collect()
- assert(
- // in test data, there are only 1 row with l_orderkey = 12647
- result.apply(0).get(0) == 1
- )
- val scanExec = collect(df.queryExecution.executedPlan) {
- case f: FileSourceScanExecTransformer => f
- }
- assert(scanExec.size == 1)
-
- val parquetScan = scanExec.head
- assert(parquetScan.nodeName.startsWith("Scan parquet"))
-
- val fileIndex = parquetScan.relation.location.asInstanceOf[TahoeFileIndex]
- val addFiles = fileIndex.matchingFiles(Nil, Nil).map(f => f.asInstanceOf[AddFile])
- assert(addFiles.size == 4)
- }
-
- val sql2 =
- s"""
- | select count(*) from lineitem_delta_parquet_update
- |
- |""".stripMargin
- assert(
- // total rows should remain unchanged
- spark.sql(sql2).collect().apply(0).get(0) == 600572
- )
- }
-
- test("test parquet table delete with the delta") {
- spark.sql(s"""
- |DROP TABLE IF EXISTS lineitem_delta_parquet_delete;
- |""".stripMargin)
-
- spark.sql(s"""
- |CREATE TABLE IF NOT EXISTS lineitem_delta_parquet_delete
- |(
- | l_orderkey bigint,
- | l_partkey bigint,
- | l_suppkey bigint,
- | l_linenumber bigint,
- | l_quantity double,
- | l_extendedprice double,
- | l_discount double,
- | l_tax double,
- | l_returnflag string,
- | l_linestatus string,
- | l_shipdate date,
- | l_commitdate date,
- | l_receiptdate date,
- | l_shipinstruct string,
- | l_shipmode string,
- | l_comment string
- |)
- |USING delta
- |LOCATION '$basePath/lineitem_delta_parquet_delete'
- |""".stripMargin)
-
- spark.sql(s"""
- | insert into table lineitem_delta_parquet_delete
- | select /*+ REPARTITION(6) */ * from lineitem
- |""".stripMargin)
- val df1 = spark.sql(s"""
- | delete from lineitem_delta_parquet_delete where l_orderkey = 12647
- |""".stripMargin)
-
- {
- val df = spark.sql(s"""
- | select sum(l_linenumber) from lineitem_delta_parquet_delete
- |""".stripMargin)
- val result = df.collect()
- assert(
- result.apply(0).get(0) == 1802445
- )
- val scanExec = collect(df.queryExecution.executedPlan) {
- case f: FileSourceScanExecTransformer => f
- }
- val parquetScan = scanExec.head
- val fileIndex = parquetScan.relation.location.asInstanceOf[TahoeFileIndex]
- val addFiles = fileIndex.matchingFiles(Nil, Nil).map(f => f.asInstanceOf[AddFile])
- assert(addFiles.size == 4)
- }
-
- {
- spark.sql(s"""
- | delete from lineitem_delta_parquet_delete where mod(l_orderkey, 3) = 2
- |""".stripMargin)
- val df3 = spark.sql(s"""
- | select sum(l_linenumber) from lineitem_delta_parquet_delete
- |""".stripMargin)
- assert(
- df3.collect().apply(0).get(0) == 1200671
- )
- }
- }
-
- test("test parquet table upsert with the delta") {
- spark.sql(s"""
- |DROP TABLE IF EXISTS lineitem_delta_parquet_upsert;
- |""".stripMargin)
-
- spark.sql(s"""
- |CREATE TABLE IF NOT EXISTS lineitem_delta_parquet_upsert
- |(
- | l_orderkey bigint,
- | l_partkey bigint,
- | l_suppkey bigint,
- | l_linenumber bigint,
- | l_quantity double,
- | l_extendedprice double,
- | l_discount double,
- | l_tax double,
- | l_returnflag string,
- | l_linestatus string,
- | l_shipdate date,
- | l_commitdate date,
- | l_receiptdate date,
- | l_shipinstruct string,
- | l_shipmode string,
- | l_comment string
- |)
- |USING delta
- |LOCATION '$basePath/lineitem_delta_parquet_upsert'
- |""".stripMargin)
-
- spark.sql(s"""
- | insert into table lineitem_delta_parquet_upsert
- | select * from lineitem
- |""".stripMargin)
-
- {
- val df0 = spark.sql(s"""
- | select sum(l_linenumber) from lineitem_delta_parquet_upsert
- |""".stripMargin)
- assert(
- df0.collect().apply(0).get(0) == 1802446
- )
- }
-
- upsertSourceTableAndCheck("lineitem_delta_parquet_upsert")
- }
-
- private def upsertSourceTableAndCheck(tableName: String) = {
- // Why selecting l_orderkey having count(*) =1 ?
- // Answer: to avoid "org.apache.spark.sql.delta.DeltaUnsupportedOperationException:
- // Cannot perform Merge as multiple source rows matched and attempted to modify the same
- // target row in the Delta table in possibly conflicting ways."
- spark.sql(s"""
- merge into $tableName
- using (
-
- select l_orderkey, l_partkey, l_suppkey, l_linenumber, l_quantity, l_extendedprice, l_discount, l_tax,
- 'Z' as `l_returnflag`,
- l_linestatus, l_shipdate, l_commitdate, l_receiptdate, l_shipinstruct, l_shipmode, l_comment
- from lineitem where l_orderkey in (select l_orderkey from lineitem group by l_orderkey having count(*) =1 ) and l_orderkey < 100000
-
- union
-
- select l_orderkey + 10000000,
- l_partkey, l_suppkey, l_linenumber, l_quantity, l_extendedprice, l_discount, l_tax, l_returnflag,
- l_linestatus, l_shipdate, l_commitdate, l_receiptdate, l_shipinstruct, l_shipmode, l_comment
- from lineitem where l_orderkey in (select l_orderkey from lineitem group by l_orderkey having count(*) =1 ) and l_orderkey < 100000
-
- ) as updates
- on updates.l_orderkey = $tableName.l_orderkey
- when matched then update set *
- when not matched then insert *
- """.stripMargin)
-
- {
- val df1 = spark.sql(s"""
- | select count(*) from $tableName
- |""".stripMargin)
- assert(
- df1.collect().apply(0).get(0) == 600572 + 3506
- )
- }
- {
- val df2 =
- spark.sql(s"""
- | select count(*) from $tableName where l_returnflag = 'Z'
- |""".stripMargin)
- assert(
- df2.collect().apply(0).get(0) == 3506
- )
- }
-
- {
- val df3 =
- spark.sql(s"""
- | select count(*) from $tableName where l_orderkey > 10000000
- |""".stripMargin)
- assert(
- df3.collect().apply(0).get(0) == 3506
- )
- }
- }
-
- test("test parquet write with partition + delta") {
- spark.sql(s"""
- |DROP TABLE IF EXISTS lineitem_delta_parquet_partition;
- |""".stripMargin)
-
- spark.sql(s"""
- |CREATE TABLE IF NOT EXISTS lineitem_delta_parquet_partition
- |(
- | l_orderkey bigint,
- | l_partkey bigint,
- | l_suppkey bigint,
- | l_linenumber bigint,
- | l_quantity double,
- | l_extendedprice double,
- | l_discount double,
- | l_tax double,
- | l_returnflag string,
- | l_linestatus string,
- | l_shipdate date,
- | l_commitdate date,
- | l_receiptdate date,
- | l_shipinstruct string,
- | l_shipmode string,
- | l_comment string
- |)
- |USING delta
- |PARTITIONED BY (l_shipdate, l_returnflag)
- |LOCATION '$basePath/lineitem_delta_parquet_partition'
- |""".stripMargin)
-
- // dynamic partitions
- spark.sql(s"""
- | insert into table lineitem_delta_parquet_partition
- | select * from lineitem
- | where l_shipdate BETWEEN date'1993-01-01' AND date'1993-03-31'
- |""".stripMargin)
-
- // write with dataframe api
- val source = spark.sql(s"""
- |select
- | l_orderkey ,
- | l_partkey ,
- | l_suppkey ,
- | l_linenumber ,
- | l_quantity ,
- | l_extendedprice ,
- | l_discount ,
- | l_tax ,
- | l_returnflag ,
- | l_linestatus ,
- | l_shipdate ,
- | l_commitdate ,
- | l_receiptdate ,
- | l_shipinstruct ,
- | l_shipmode ,
- | l_comment
- | from lineitem
- | where l_shipdate BETWEEN date'1993-01-01' AND date'1993-01-10'
- |""".stripMargin)
-
- source.write
- .format("delta")
- .mode(SaveMode.Append)
- .insertInto("lineitem_delta_parquet_partition")
-
- // static partition
- spark.sql(
- s"""
- | insert into lineitem_delta_parquet_partition PARTITION (l_shipdate=date'1993-02-21',
- | l_returnflag = 'A')
- | (l_orderkey,
- | l_partkey,
- | l_suppkey,
- | l_linenumber,
- | l_quantity,
- | l_extendedprice,
- | l_discount,
- | l_tax,
- | l_linestatus,
- | l_commitdate,
- | l_receiptdate,
- | l_shipinstruct,
- | l_shipmode,
- | l_comment)
- | select l_orderkey,
- | l_partkey,
- | l_suppkey,
- | l_linenumber,
- | l_quantity,
- | l_extendedprice,
- | l_discount,
- | l_tax,
- | l_linestatus,
- | l_commitdate,
- | l_receiptdate,
- | l_shipinstruct,
- | l_shipmode,
- | l_comment from lineitem
- | where l_shipdate BETWEEN date'1993-02-01' AND date'1993-02-10'
- |""".stripMargin)
- val sqlStr =
- s"""
- |SELECT
- | l_returnflag,
- | l_linestatus,
- | sum(l_quantity) AS sum_qty,
- | sum(l_extendedprice) AS sum_base_price,
- | sum(l_extendedprice * (1 - l_discount)) AS sum_disc_price,
- | sum(l_extendedprice * (1 - l_discount) * (1 + l_tax)) AS sum_charge,
- | avg(l_quantity) AS avg_qty,
- | avg(l_extendedprice) AS avg_price,
- | avg(l_discount) AS avg_disc,
- | count(*) AS count_order
- |FROM
- | lineitem_delta_parquet_partition
- |WHERE
- | l_shipdate <= date'1998-09-02' - interval 1 day
- |GROUP BY
- | l_returnflag,
- | l_linestatus
- |ORDER BY
- | l_returnflag,
- | l_linestatus;
- |
- |""".stripMargin
- runTPCHQueryBySQL(1, sqlStr, compareResult = false) {
- df =>
- val result = df.collect()
- assert(result.size == 2)
- assert(result(0).getString(0).equals("A"))
- assert(result(0).getString(1).equals("F"))
- assert(result(0).getDouble(2) == 368009.0)
-
- assert(result(1).getString(0).equals("R"))
- assert(result(1).getString(1).equals("F"))
- assert(result(1).getDouble(2) == 312371.0)
-
- val scanExec = collect(df.queryExecution.executedPlan) {
- case f: FileSourceScanExecTransformer => f
- }
- assert(scanExec.size == 1)
-
- val parquetScan = scanExec(0)
- assert(parquetScan.nodeName.startsWith("Scan parquet"))
- assert(parquetScan.metrics("numFiles").value == 201)
-
- val fileIndex = parquetScan.relation.location.asInstanceOf[TahoeFileIndex]
- val addFiles = fileIndex.matchingFiles(Nil, Nil).map(f => f.asInstanceOf[AddFile])
-
- assert(addFiles.size == 201)
- assert(
- addFiles.filter(_.partitionValues.get("l_shipdate").get.equals("1993-03-31")).size == 2)
- assert(
- addFiles.filter(_.partitionValues.get("l_shipdate").get.equals("1993-01-01")).size == 4)
- assert(
- addFiles.filter(_.partitionValues.get("l_shipdate").get.equals("1993-02-21")).size == 3)
- }
- }
-
- test("test parquet CTAS simple with the delta") {
- spark.sql(s"""
- |DROP TABLE IF EXISTS lineitem_delta_parquet_ctas1;
- |""".stripMargin)
-
- spark.sql(s"""
- |CREATE TABLE lineitem_delta_parquet_ctas1
- |USING delta
- |LOCATION '$basePath/lineitem_delta_parquet_ctas1'
- | as select * from lineitem
- |""".stripMargin)
-
- val sqlStr =
- s"""
- |SELECT
- | l_returnflag,
- | l_linestatus,
- | sum(l_quantity) AS sum_qty,
- | sum(l_extendedprice) AS sum_base_price,
- | sum(l_extendedprice * (1 - l_discount)) AS sum_disc_price,
- | sum(l_extendedprice * (1 - l_discount) * (1 + l_tax)) AS sum_charge,
- | avg(l_quantity) AS avg_qty,
- | avg(l_extendedprice) AS avg_price,
- | avg(l_discount) AS avg_disc,
- | count(*) AS count_order
- |FROM
- | lineitem_delta_parquet_ctas1
- |WHERE
- | l_shipdate <= date'1998-09-02' - interval 1 day
- |GROUP BY
- | l_returnflag,
- | l_linestatus
- |ORDER BY
- | l_returnflag,
- | l_linestatus;
- |
- |""".stripMargin
- runTPCHQueryBySQL(1, sqlStr) {
- df =>
- val scanExec = collect(df.queryExecution.executedPlan) {
- case f: FileSourceScanExecTransformer => f
- }
- assert(scanExec.size == 1)
-
- val parquetScan = scanExec(0)
- assert(parquetScan.nodeName.startsWith("Scan parquet"))
-
- val fileIndex = parquetScan.relation.location.asInstanceOf[TahoeFileIndex]
- val addFiles = fileIndex.matchingFiles(Nil, Nil).map(f => f.asInstanceOf[AddFile])
- assert(addFiles.size == 1)
- }
- }
-
- test("test parquet CTAS complex with the delta") {
- spark.sql(s"""
- |DROP TABLE IF EXISTS lineitem_delta_parquet_ctas2;
- |""".stripMargin)
-
- spark.sql(s"""
- |CREATE TABLE IF NOT EXISTS lineitem_delta_parquet_ctas2
- |USING delta
- |PARTITIONED BY (l_returnflag)
- |LOCATION '$basePath/lineitem_mergetree_ctas2'
- | as select * from lineitem
- |""".stripMargin)
-
- val sqlStr =
- s"""
- |SELECT
- | l_returnflag,
- | l_linestatus,
- | sum(l_quantity) AS sum_qty,
- | sum(l_extendedprice) AS sum_base_price,
- | sum(l_extendedprice * (1 - l_discount)) AS sum_disc_price,
- | sum(l_extendedprice * (1 - l_discount) * (1 + l_tax)) AS sum_charge,
- | avg(l_quantity) AS avg_qty,
- | avg(l_extendedprice) AS avg_price,
- | avg(l_discount) AS avg_disc,
- | count(*) AS count_order
- |FROM
- | lineitem_delta_parquet_ctas2
- |WHERE
- | l_shipdate <= date'1998-09-02' - interval 1 day
- |GROUP BY
- | l_returnflag,
- | l_linestatus
- |ORDER BY
- | l_returnflag,
- | l_linestatus;
- |
- |""".stripMargin
- runTPCHQueryBySQL(1, sqlStr) { _ => {} }
-
- }
-
- test("test path based parquet write with the delta") {
- val dataPath = s"$basePath/lineitem_delta_parquet_filebased"
- clearDataPath(dataPath)
-
- val sourceDF = spark.sql(s"""
- |select * from lineitem
- |""".stripMargin)
-
- spark.sql(s"""
- |CREATE TABLE delta.`$dataPath` (
- | l_orderkey bigint,
- | l_partkey bigint,
- | l_suppkey bigint,
- | l_linenumber bigint,
- | l_quantity double,
- | l_extendedprice double,
- | l_discount double,
- | l_tax double,
- | l_returnflag string,
- | l_linestatus string,
- | l_shipdate date,
- | l_commitdate date,
- | l_receiptdate date,
- | l_shipinstruct string,
- | l_shipmode string,
- | l_comment string
- |)
- |USING delta
- |""".stripMargin)
-
- sourceDF.write
- .format("delta")
- .mode(SaveMode.Append)
- .save(dataPath)
- sourceDF.write
- .format("delta")
- .mode(SaveMode.Append)
- .save(dataPath)
- sourceDF.write
- .format("delta")
- .mode(SaveMode.Overwrite)
- .save(dataPath)
-
- val sqlStr =
- s"""
- |SELECT
- | l_returnflag,
- | l_linestatus,
- | sum(l_quantity) AS sum_qty,
- | sum(l_extendedprice) AS sum_base_price,
- | sum(l_extendedprice * (1 - l_discount)) AS sum_disc_price,
- | sum(l_extendedprice * (1 - l_discount) * (1 + l_tax)) AS sum_charge,
- | avg(l_quantity) AS avg_qty,
- | avg(l_extendedprice) AS avg_price,
- | avg(l_discount) AS avg_disc,
- | count(*) AS count_order
- |FROM
- | delta.`$dataPath`
- |WHERE
- | l_shipdate <= date'1998-09-02' - interval 1 day
- |GROUP BY
- | l_returnflag,
- | l_linestatus
- |ORDER BY
- | l_returnflag,
- | l_linestatus;
- |
- |""".stripMargin
- runTPCHQueryBySQL(1, sqlStr) {
- df =>
- val plans = collect(df.queryExecution.executedPlan) {
- case f: FileSourceScanExecTransformer => f
- case w: WholeStageTransformer => w
- }
- assert(plans.size == 4)
-
- val parquetScan = plans(3).asInstanceOf[FileSourceScanExecTransformer]
- assert(parquetScan.nodeName.startsWith("Scan parquet"))
-
- val fileIndex = parquetScan.relation.location.asInstanceOf[TahoeFileIndex]
- val addFiles = fileIndex.matchingFiles(Nil, Nil).map(f => f.asInstanceOf[AddFile])
- assert(addFiles.size == 1)
- }
-
- val result = spark.read
- .format("delta")
- .load(dataPath)
- .where("l_shipdate = date'1998-09-02'")
- .count()
- assert(result == 183)
- }
-
- test(
- "test path based parquet insert overwrite partitioned table with small table, static with delta") {
- val dataPath = s"$basePath/lineitem_delta_parquet_insertoverwrite2"
- clearDataPath(dataPath)
-
- val sourceDF = spark.sql(s"""
- |select * from lineitem
- |where l_shipdate BETWEEN date'1993-01-01' AND date'1993-03-31'
- |""".stripMargin)
-
- sourceDF.write
- .format("delta")
- .mode(SaveMode.Append)
- .partitionBy("l_shipdate")
- .save(dataPath)
-
- val sourceDF1 = spark.sql(
- s"""
- |select * from lineitem where l_shipdate BETWEEN date'1993-02-01' AND date'1993-02-10'
- |""".stripMargin)
- sourceDF1.write
- .format("delta")
- .mode(SaveMode.Overwrite)
- .partitionBy("l_shipdate")
- .save(dataPath)
-
- val result = spark.read
- .format("delta")
- .load(dataPath)
- .count()
- assert(result == 2418)
- }
-
- test(
- "test path based parquet insert overwrite partitioned table with small table, dynamic with delta") {
- withSQLConf(("spark.sql.sources.partitionOverwriteMode", "dynamic")) {
- val dataPath = s"$basePath/lineitem_delta_parquet_insertoverwrite3"
- clearDataPath(dataPath)
-
- val sourceDF = spark.sql(s"""
- |select * from lineitem
- |where l_shipdate BETWEEN date'1993-01-01' AND date'1993-03-31'
- |""".stripMargin)
-
- sourceDF.write
- .format("delta")
- .mode(SaveMode.Append)
- .partitionBy("l_shipdate")
- .save(dataPath)
-
- val sourceDF1 = spark.sql(
- s"""
- |select * from lineitem where l_shipdate BETWEEN date'1993-02-01' AND date'1993-02-10'
- |""".stripMargin)
- sourceDF1.write
- .format("delta")
- .mode(SaveMode.Overwrite)
- .partitionBy("l_shipdate")
- .save(dataPath)
-
- val result = spark.read
- .format("delta")
- .load(dataPath)
- .count()
- assert(result == 21875)
- }
- }
-
- test("test path based parquet update with the delta") {
- val dataPath = s"$basePath/lineitem_delta_parquet_update"
- clearDataPath(dataPath)
-
- val sourceDF = spark.sql(s"""
- |select /*+ REPARTITION(6) */ * from lineitem
- |""".stripMargin)
-
- sourceDF.write
- .format("delta")
- .mode(SaveMode.Append)
- .save(dataPath)
-
- spark.sql(s"""
- | update delta.`$dataPath` set l_returnflag = 'Z' where l_orderkey = 12647
- |""".stripMargin)
-
- {
- val df = spark.read
- .format("delta")
- .load(dataPath)
- .where("l_returnflag = 'Z'")
- assert(df.count() == 1)
- val scanExec = collect(df.queryExecution.executedPlan) {
- case f: FileSourceScanExecTransformer => f
- }
- assert(scanExec.size == 1)
-
- val parquetScan = scanExec.head
- assert(parquetScan.nodeName.startsWith("Scan parquet"))
-
- val fileIndex = parquetScan.relation.location.asInstanceOf[TahoeFileIndex]
- val addFiles = fileIndex.matchingFiles(Nil, Nil).map(f => f.asInstanceOf[AddFile])
- assert(addFiles.size == 4)
- }
-
- val clickhouseTable = DeltaTable.forPath(spark, dataPath)
- clickhouseTable.updateExpr("l_orderkey = 10086", Map("l_returnflag" -> "'X'"))
-
- {
- val df = spark.read
- .format("delta")
- .load(dataPath)
- .where("l_returnflag = 'X'")
- assert(df.count() == 1)
- val scanExec = collect(df.queryExecution.executedPlan) {
- case f: FileSourceScanExecTransformer => f
- }
- assert(scanExec.size == 1)
-
- val parquetScan = scanExec.head
- assert(parquetScan.nodeName.startsWith("Scan parquet"))
-
- val fileIndex = parquetScan.relation.location.asInstanceOf[TahoeFileIndex]
- val addFiles = fileIndex.matchingFiles(Nil, Nil).map(f => f.asInstanceOf[AddFile])
- assert(addFiles.size == 3)
- }
-
- val df = spark.read
- .format("delta")
- .load(dataPath)
- assert(df.count() == 600572)
- }
-
- test("test path based parquet delete with the delta") {
- val dataPath = s"$basePath/lineitem_delta_parquet_delete"
- clearDataPath(dataPath)
-
- val sourceDF = spark.sql(s"""
- |select /*+ REPARTITION(6) */ * from lineitem
- |""".stripMargin)
-
- sourceDF.write
- .format("delta")
- .mode(SaveMode.Append)
- .save(dataPath)
-
- spark.sql(s"""
- | delete from delta.`$dataPath` where l_orderkey = 12647
- |""".stripMargin)
- val df = spark.read
- .format("delta")
- .load(dataPath)
- assert(df.count() == 600571)
- val scanExec = collect(df.queryExecution.executedPlan) {
- case f: FileSourceScanExecTransformer => f
- }
- val parquetScan = scanExec.head
- val fileIndex = parquetScan.relation.location.asInstanceOf[TahoeFileIndex]
- val addFiles = fileIndex.matchingFiles(Nil, Nil).map(f => f.asInstanceOf[AddFile])
- assert(addFiles.size == 4)
-
- val clickhouseTable = DeltaTable.forPath(spark, dataPath)
- clickhouseTable.delete("mod(l_orderkey, 3) = 2")
- val df1 = spark.read
- .format("delta")
- .load(dataPath)
- assert(df1.count() == 400089)
- }
-
- test("test path based parquet upsert with the delta") {
- val dataPath = s"$basePath/lineitem_delta_parquet_upsert"
- clearDataPath(dataPath)
-
- val sourceDF = spark.sql(s"""
- |select /*+ REPARTITION(6) */ * from lineitem
- |""".stripMargin)
-
- sourceDF.write
- .format("delta")
- .mode(SaveMode.Append)
- .save(dataPath)
-
- val df0 = spark.sql(s"""
- | select count(*) from delta.`$dataPath`
- |""".stripMargin)
- assert(
- df0.collect().apply(0).get(0) == 600572
- )
- upsertPathBasedSourceTableAndCheck(dataPath)
- }
-
- private def upsertPathBasedSourceTableAndCheck(dataPath: String) = {
- // Why selecting l_orderkey having count(*) =1 ?
- // Answer: to avoid "org.apache.spark.sql.delta.DeltaUnsupportedOperationException:
- // Cannot perform Merge as multiple source rows matched and attempted to modify the same
- // target row in the Delta table in possibly conflicting ways."
- spark.sql(s"""
- merge into delta.`$dataPath`
- using (
-
- select l_orderkey, l_partkey, l_suppkey, l_linenumber, l_quantity, l_extendedprice, l_discount, l_tax,
- 'Z' as `l_returnflag`,
- l_linestatus, l_shipdate, l_commitdate, l_receiptdate, l_shipinstruct, l_shipmode, l_comment
- from lineitem where l_orderkey in (select l_orderkey from lineitem group by l_orderkey having count(*) =1 ) and l_orderkey < 100000
-
- union
-
- select l_orderkey + 10000000,
- l_partkey, l_suppkey, l_linenumber, l_quantity, l_extendedprice, l_discount, l_tax, l_returnflag,
- l_linestatus, l_shipdate, l_commitdate, l_receiptdate, l_shipinstruct, l_shipmode, l_comment
- from lineitem where l_orderkey in (select l_orderkey from lineitem group by l_orderkey having count(*) =1 ) and l_orderkey < 100000
-
- ) as updates
- on updates.l_orderkey = delta.`$dataPath`.l_orderkey
- when matched then update set *
- when not matched then insert *
- """.stripMargin)
-
- {
- val df1 = spark.sql(s"""
- | select count(*) from delta.`$dataPath`
- |""".stripMargin)
- assert(
- df1.collect().apply(0).get(0) == 600572 + 3506
- )
- }
- {
- val df2 =
- spark.sql(s"""
- | select count(*) from delta.`$dataPath` where l_returnflag = 'Z'
- |""".stripMargin)
- assert(
- df2.collect().apply(0).get(0) == 3506
- )
- }
-
- {
- val df3 =
- spark.sql(s"""
- | select count(*) from delta.`$dataPath` where l_orderkey > 10000000
- |""".stripMargin)
- assert(
- df3.collect().apply(0).get(0) == 3506
- )
- }
- }
-
- test("test path based parquet write with partition + delta") {
- val dataPath = s"$basePath/lineitem_delta_parquet_partition"
- clearDataPath(dataPath)
-
- val sourceDF = spark.sql(s"""
- |select * from lineitem
- |where l_shipdate BETWEEN date'1993-01-01' AND date'1993-03-31'
- |""".stripMargin)
-
- sourceDF.write
- .format("delta")
- .partitionBy("l_shipdate", "l_returnflag")
- .mode(SaveMode.Append)
- .save(dataPath)
-
- val sourceDF1 = spark.sql(
- s"""
- |select * from lineitem where l_shipdate BETWEEN date'1993-01-01' AND date'1993-01-10'
- |""".stripMargin)
-
- sourceDF1.write
- .format("delta")
- .mode(SaveMode.Append)
- .save(dataPath)
-
- val sqlStr =
- s"""
- |SELECT
- | l_returnflag,
- | l_linestatus,
- | sum(l_quantity) AS sum_qty,
- | sum(l_extendedprice) AS sum_base_price,
- | sum(l_extendedprice * (1 - l_discount)) AS sum_disc_price,
- | sum(l_extendedprice * (1 - l_discount) * (1 + l_tax)) AS sum_charge,
- | avg(l_quantity) AS avg_qty,
- | avg(l_extendedprice) AS avg_price,
- | avg(l_discount) AS avg_disc,
- | count(*) AS count_order
- |FROM
- | delta.`$dataPath`
- |WHERE
- | l_shipdate <= date'1998-09-02' - interval 1 day
- |GROUP BY
- | l_returnflag,
- | l_linestatus
- |ORDER BY
- | l_returnflag,
- | l_linestatus;
- |
- |""".stripMargin
- runTPCHQueryBySQL(1, sqlStr, compareResult = false) {
- df =>
- val result = df.collect()
- assert(result.size == 2)
- assert(result(0).getString(0).equals("A"))
- assert(result(0).getString(1).equals("F"))
- assert(result(0).getDouble(2) == 306633.0)
-
- assert(result(1).getString(0).equals("R"))
- assert(result(1).getString(1).equals("F"))
- assert(result(1).getDouble(2) == 312371.0)
-
- val scanExec = collect(df.queryExecution.executedPlan) {
- case f: FileSourceScanExecTransformer => f
- }
- assert(scanExec.size == 1)
-
- val parquetScan = scanExec(0)
- assert(parquetScan.nodeName.startsWith("Scan parquet"))
- assert(parquetScan.metrics("numFiles").value == 200)
-
- val fileIndex = parquetScan.relation.location.asInstanceOf[TahoeFileIndex]
- val addFiles = fileIndex.matchingFiles(Nil, Nil).map(f => f.asInstanceOf[AddFile])
-
- assert(addFiles.size == 200)
- assert(
- addFiles.filter(_.partitionValues.get("l_shipdate").get.equals("1993-03-31")).size == 2)
- assert(
- addFiles.filter(_.partitionValues.get("l_shipdate").get.equals("1993-01-01")).size == 4)
- }
- }
-
- test("test path based parquet CTAS with delta") {
- val dataPath = s"$basePath/lineitem_delta_parquet_ctas"
- clearDataPath(dataPath)
-
- spark.sql(s"""
- |CREATE TABLE delta.`$dataPath`
- |USING delta
- |PARTITIONED BY (l_linestatus)
- | as select * from lineitem
- |""".stripMargin)
-
- val sqlStr =
- s"""
- |SELECT
- | l_returnflag,
- | l_linestatus,
- | sum(l_quantity) AS sum_qty,
- | sum(l_extendedprice) AS sum_base_price,
- | sum(l_extendedprice * (1 - l_discount)) AS sum_disc_price,
- | sum(l_extendedprice * (1 - l_discount) * (1 + l_tax)) AS sum_charge,
- | avg(l_quantity) AS avg_qty,
- | avg(l_extendedprice) AS avg_price,
- | avg(l_discount) AS avg_disc,
- | count(*) AS count_order
- |FROM
- | delta.`$dataPath`
- |WHERE
- | l_shipdate <= date'1998-09-02' - interval 1 day
- |GROUP BY
- | l_returnflag,
- | l_linestatus
- |ORDER BY
- | l_returnflag,
- | l_linestatus;
- |
- |""".stripMargin
- runTPCHQueryBySQL(1, sqlStr) { _ => {} }
- }
-
- test("test parquet optimize basic") {
- withSQLConf("spark.databricks.delta.optimize.maxFileSize" -> "20000000") {
- spark.sql(s"""
- |DROP TABLE IF EXISTS lineitem_delta_parquet_optimize;
- |""".stripMargin)
-
- spark.sql(s"""
- |CREATE TABLE IF NOT EXISTS lineitem_delta_parquet_optimize
- |USING delta
- |LOCATION '$basePath/lineitem_delta_parquet_optimize'
- | as select /*+ REPARTITION(20) */ * from lineitem
- |""".stripMargin)
-
- spark.sql("optimize lineitem_delta_parquet_optimize")
- val ret = spark.sql("select count(*) from lineitem_delta_parquet_optimize").collect()
- assert(ret.apply(0).get(0) == 600572)
-
- assert(
- countFiles(new File(s"$basePath/lineitem_delta_parquet_optimize")) == 24
- )
- }
- }
-
- def countFiles(directory: File): Int = {
- if (directory.exists && directory.isDirectory && !directory.getName.equals("_commits")) {
- val files = directory.listFiles
- val count = files
- .filter(!_.getName.endsWith(".crc"))
- .count(_.isFile) + files.filter(_.isDirectory).map(countFiles).sum
- count
- } else {
- 0
- }
- }
-
- test("test parquet optimize partitioned by one low card column") {
- spark.sql(s"""
- |DROP TABLE IF EXISTS lineitem_delta_parquet_optimize_p2;
- |""".stripMargin)
-
- spark.sql(s"""
- |CREATE TABLE IF NOT EXISTS lineitem_delta_parquet_optimize_p2
- |USING delta
- |PARTITIONED BY (l_returnflag)
- |LOCATION '$basePath/lineitem_delta_parquet_optimize_p2'
- | as select /*+ REPARTITION(6) */ * from lineitem
- |""".stripMargin)
-
- spark.sparkContext.setJobGroup("test3", "test3")
- spark.sql("optimize lineitem_delta_parquet_optimize_p2")
- val job_ids = spark.sparkContext.statusTracker.getJobIdsForGroup("test3")
- if (sparkVersion.equals("3.2")) {
- assert(job_ids.size == 7) // WILL trigger actual merge job
- } else {
- assert(job_ids.size == 8) // WILL trigger actual merge job
- }
-
- spark.sparkContext.clearJobGroup()
-
- val ret = spark.sql("select count(*) from lineitem_delta_parquet_optimize_p2").collect()
- assert(ret.apply(0).get(0) == 600572)
-
- assert(countFiles(new File(s"$basePath/lineitem_delta_parquet_optimize_p2")) == 23)
- spark.sql("VACUUM lineitem_delta_parquet_optimize_p2 RETAIN 0 HOURS")
- if (sparkVersion.equals("3.2")) {
- assert(countFiles(new File(s"$basePath/lineitem_delta_parquet_optimize_p2")) == 5)
- } else {
- assert(countFiles(new File(s"$basePath/lineitem_delta_parquet_optimize_p2")) == 7)
- }
-
- val ret2 = spark.sql("select count(*) from lineitem_delta_parquet_optimize_p2").collect()
- assert(ret2.apply(0).get(0) == 600572)
- }
-
- test("test parquet optimize parallel delete") {
- withSQLConf("spark.databricks.delta.vacuum.parallelDelete.enabled" -> "true") {
- spark.sql(s"""
- |DROP TABLE IF EXISTS lineitem_delta_parquet_optimize_p4;
- |""".stripMargin)
-
- spark.sql(s"""
- |CREATE TABLE IF NOT EXISTS lineitem_delta_parquet_optimize_p4
- |USING delta
- |PARTITIONED BY (l_linenumber,l_returnflag)
- |LOCATION '$basePath/lineitem_delta_parquet_optimize_p4'
- | as select /*+ REPARTITION(6) */ * from lineitem
- |""".stripMargin)
-
- spark.sql("optimize lineitem_delta_parquet_optimize_p4")
- val ret = spark.sql("select count(*) from lineitem_delta_parquet_optimize_p4").collect()
- assert(ret.apply(0).get(0) == 600572)
-
- assert(countFiles(new File(s"$basePath/lineitem_delta_parquet_optimize_p4")) == 149)
- spark.sql("VACUUM lineitem_delta_parquet_optimize_p4 RETAIN 0 HOURS")
- if (sparkVersion.equals("3.2")) {
- assert(countFiles(new File(s"$basePath/lineitem_delta_parquet_optimize_p4")) == 23)
- } else {
- assert(countFiles(new File(s"$basePath/lineitem_delta_parquet_optimize_p4")) == 25)
- }
-
- val ret2 = spark.sql("select count(*) from lineitem_delta_parquet_optimize_p4").collect()
- assert(ret2.apply(0).get(0) == 600572)
- }
- }
-
- test("test parquet optimize with the path based table") {
- val dataPath = s"$basePath/lineitem_delta_parquet_optimize_path_based"
- clearDataPath(dataPath)
- withSQLConf(
- ("spark.databricks.delta.optimize.maxFileSize" -> "1000000"),
- ("spark.databricks.delta.optimize.minFileSize" -> "838000")) {
-
- val sourceDF = spark.sql(s"""
- |select /*+ REPARTITION(50) */ * from lineitem
- |""".stripMargin)
-
- sourceDF.write
- .format("delta")
- .mode(SaveMode.Append)
- .save(dataPath)
-
- val clickhouseTable = DeltaTable.forPath(spark, dataPath)
- clickhouseTable.optimize().executeCompaction()
-
- clickhouseTable.vacuum(0.0)
- if (sparkVersion.equals("3.2")) {
- assert(countFiles(new File(dataPath)) == 27)
- } else {
- assert(countFiles(new File(dataPath)) == 29)
- }
-
- val ret = spark.sql(s"select count(*) from clickhouse.`$dataPath`").collect()
- assert(ret.apply(0).get(0) == 600572)
- }
-
- withSQLConf(
- ("spark.databricks.delta.optimize.maxFileSize" -> "10000000"),
- ("spark.databricks.delta.optimize.minFileSize" -> "1000000")) {
-
- val clickhouseTable = DeltaTable.forPath(spark, dataPath)
- clickhouseTable.optimize().executeCompaction()
-
- clickhouseTable.vacuum(0.0)
- if (sparkVersion.equals("3.2")) {
- assert(countFiles(new File(dataPath)) == 6)
- } else {
- assert(countFiles(new File(dataPath)) == 12)
- }
-
- val ret = spark.sql(s"select count(*) from clickhouse.`$dataPath`").collect()
- assert(ret.apply(0).get(0) == 600572)
- }
-
- // now merge all parts (testing merging from merged parts)
- val clickhouseTable = DeltaTable.forPath(spark, dataPath)
- clickhouseTable.optimize().executeCompaction()
-
- clickhouseTable.vacuum(0.0)
- if (sparkVersion.equals("3.2")) {
- assert(countFiles(new File(dataPath)) == 5)
- } else {
- assert(countFiles(new File(dataPath)) == 13)
- }
-
- val ret = spark.sql(s"select count(*) from clickhouse.`$dataPath`").collect()
- assert(ret.apply(0).get(0) == 600572)
- }
-}
-// scalastyle:off line.size.limit
diff --git a/backends-clickhouse/src/test/scala/org/apache/gluten/execution/GlutenClickHouseFileFormatSuite.scala b/backends-clickhouse/src/test/scala/org/apache/gluten/execution/GlutenClickHouseFileFormatSuite.scala
deleted file mode 100644
index c10b11290baf..000000000000
--- a/backends-clickhouse/src/test/scala/org/apache/gluten/execution/GlutenClickHouseFileFormatSuite.scala
+++ /dev/null
@@ -1,1352 +0,0 @@
-/*
- * 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.gluten.execution
-
-import org.apache.spark.SparkConf
-import org.apache.spark.sql.{functions, DataFrame, Row}
-import org.apache.spark.sql.execution.LocalTableScanExec
-import org.apache.spark.sql.execution.adaptive.AdaptiveSparkPlanHelper
-import org.apache.spark.sql.types._
-
-import java.sql.{Date, Timestamp}
-import java.util
-
-case class AllDataTypesWithNonPrimitiveType(
- string_field: String,
- int_field: java.lang.Integer,
- long_field: java.lang.Long,
- float_field: java.lang.Float,
- double_field: java.lang.Double,
- short_field: java.lang.Short,
- byte_field: java.lang.Byte,
- boolean_field: java.lang.Boolean,
- decimal_field: java.math.BigDecimal,
- date_field: java.sql.Date
- // TODO: support below data types
- // array: Seq[Int],
- // arrayContainsNull: Seq[Option[Int]],
- // map: Map[Int, Long],
- // mapValueContainsNull: Map[Int, Option[Long]],
- // data: (Seq[Int], (Int, String))
-)
-
-class GlutenClickHouseFileFormatSuite
- extends GlutenClickHouseTPCHAbstractSuite
- with AdaptiveSparkPlanHelper {
- import testImplicits._
-
- override protected val needCopyParquetToTablePath = true
-
- override protected val tablesPath: String = basePath + "/tpch-data"
- override protected val tpchQueries: String =
- rootPath + "../../../../gluten-core/src/test/resources/tpch-queries"
- override protected val queriesResults: String = rootPath + "queries-output"
-
- protected val orcDataPath: String = rootPath + "orc-data"
- protected val csvDataPath: String = rootPath + "csv-data"
-
- override protected def createTPCHNullableTables(): Unit = {}
-
- override protected def createTPCHNotNullTables(): Unit = {}
-
- override protected def sparkConf: SparkConf = {
- super.sparkConf
- .set("spark.sql.adaptive.enabled", "true")
- .set(
- "spark.gluten.sql.columnar.backend.ch.runtime_settings.date_time_input_format",
- "best_effort_us")
- .set("spark.gluten.sql.columnar.backend.ch.runtime_settings.use_excel_serialization", "true")
- }
-
- // in this case, FakeRowAdaptor does R2C
- test("parquet native writer writing a in memory DF") {
- withSQLConf(("spark.gluten.sql.native.writer.enabled", "true")) {
- val filePath = basePath + "/native_parquet_test"
- val format = "parquet"
-
- val df1 = spark.createDataFrame(genTestData())
- df1.write
- .mode("overwrite")
- .format("parquet")
- .save(filePath)
- val sql =
- s"""
- | select *
- | from $format.`$filePath`
- |""".stripMargin
- val df2 = spark.sql(sql)
- df2.collect()
- WholeStageTransformerSuite.checkFallBack(df2)
- checkAnswer(df2, df1)
- }
- }
-
- // in this case, FakeRowAdaptor only wrap&transfer
- test("parquet native writer writing a DF from file") {
- withSQLConf(("spark.gluten.sql.native.writer.enabled", "true")) {
-
- val filePath = basePath + "/native_parquet_test"
- val format = "parquet"
-
- val df1 = spark.read.parquet(tablesPath + "/customer")
- df1.write
- .mode("overwrite")
- .format("parquet")
- .save(filePath)
- val sql =
- s"""
- | select *
- | from $format.`$filePath`
- |""".stripMargin
- val df2 = spark.sql(sql)
- df2.collect()
- WholeStageTransformerSuite.checkFallBack(df2)
- checkAnswer(df2, df1)
- }
- }
-
- // in this case, FakeRowAdaptor only wrap&transfer
- test("parquet native writer writing a DF from an aggregate") {
- withSQLConf(("spark.gluten.sql.native.writer.enabled", "true")) {
-
- val filePath = basePath + "/native_parquet_test_agg"
- val format = "parquet"
-
- val df0 = spark
- .createDataFrame(genTestData())
- val df1 = df0
- .select("string_field", "int_field", "double_field")
- .groupBy("string_field")
- .agg(
- functions.sum("int_field").as("a"),
- functions.max("double_field").as("b"),
- functions.count("*").as("c"))
- df1.write
- .mode("overwrite")
- .format("parquet")
- .save(filePath)
-
- val sql =
- s"""
- | select *
- | from $format.`$filePath`
- |""".stripMargin
- val df2 = spark.sql(sql)
- df2.collect()
- WholeStageTransformerSuite.checkFallBack(df2)
- checkAnswer(df2, df1)
- }
- }
-
- test("read data from csv file format") {
- val filePath = basePath + "/csv_test.csv"
- val csvFileFormat = "csv"
- val sql =
- s"""
- | select *
- | from $csvFileFormat.`$filePath`
- |""".stripMargin
- testFileFormatBase(
- filePath,
- csvFileFormat,
- sql,
- df => {
- val csvFileScan = collect(df.queryExecution.executedPlan) {
- case f: FileSourceScanExecTransformer => f
- }
- assert(csvFileScan.size == 1)
- }
- )
- }
-
- test("read data from csv file format with filter") {
- val filePath = basePath + "/csv_test_filter.csv"
- val csvFileFormat = "csv"
- val sql =
- s"""
- | select *
- | from $csvFileFormat.`$filePath`
- | where _c1 > 30
- |""".stripMargin
- testFileFormatBase(
- filePath,
- csvFileFormat,
- sql,
- df => {
- val csvFileScan = collect(df.queryExecution.executedPlan) {
- case f: FileSourceScanExecTransformer => f
- }
- assert(csvFileScan.size == 1)
- }
- )
- }
-
- test("read data from csv file format with agg") {
- val filePath = basePath + "/csv_test_agg.csv"
- val csvFileFormat = "csv"
- val sql =
- s"""
- | select _c7, count(_c0), sum(_c1), avg(_c2), min(_c3), max(_c4), sum(_c5), sum(_c8)
- | from $csvFileFormat.`$filePath`
- | group by _c7
- |""".stripMargin
- testFileFormatBase(
- filePath,
- csvFileFormat,
- sql,
- df => {
- val csvFileScan = collect(df.queryExecution.executedPlan) {
- case f: FileSourceScanExecTransformer => f
- }
- assert(csvFileScan.size == 1)
- }
- )
- }
-
- test("read normal csv") {
- val file_path = csvDataPath + "/normal_data.csv"
- val schema = StructType.apply(
- Seq(
- StructField.apply("string_field", StringType, nullable = true),
- StructField.apply("int_field", IntegerType, nullable = true),
- StructField.apply("long_field", LongType, nullable = true),
- StructField.apply("float_field", FloatType, nullable = true),
- StructField.apply("double_field", DoubleType, nullable = true),
- StructField.apply("short_field", ShortType, nullable = true),
- StructField.apply("byte_field", ByteType, nullable = true),
- StructField.apply("boolean_field", BooleanType, nullable = true),
- StructField.apply("decimal_field", DecimalType.apply(10, 2), nullable = true),
- StructField.apply("date_field", DateType, nullable = true),
- StructField.apply("timestamp_field", TimestampType, nullable = true)
- ))
-
- val options = new util.HashMap[String, String]()
- options.put("delimiter", ",")
- options.put("header", "false")
- options.put("nullValue", "null")
-
- val df = spark.read
- .options(options)
- .schema(schema)
- .csv(file_path)
- .toDF()
-
- var expectedAnswer: Seq[Row] = null
- withSQLConf(List(("spark.sql.legacy.timeParserPolicy", "LEGACY")) ++ vanillaSparkConfs(): _*) {
- expectedAnswer = spark.read
- .options(options)
- .schema(schema)
- .csv(file_path)
- .toDF()
- .collect()
- }
- checkAnswer(df, expectedAnswer)
- }
-
- test("read excel csv with whitespace") {
- val file_path = csvDataPath + "/whitespace_data.csv"
- val schema = StructType.apply(
- Seq(
- StructField.apply("int_field", IntegerType, nullable = true),
- StructField.apply("long_field", LongType, nullable = true),
- StructField.apply("float_field", FloatType, nullable = true),
- StructField.apply("double_field", DoubleType, nullable = true),
- StructField.apply("short_field", ShortType, nullable = true),
- StructField.apply("bool_field", BooleanType, nullable = true),
- StructField.apply("timestamp_field", TimestampType, nullable = true),
- StructField.apply("date_field", DateType, nullable = true),
- StructField.apply("string_field", StringType, nullable = true)
- ))
-
- val options = new util.HashMap[String, String]()
- options.put("delimiter", ",")
- options.put("header", "false")
-
- val df = spark.read
- .options(options)
- .schema(schema)
- .csv(file_path)
- .toDF()
-
- val tm1 = Timestamp.valueOf("2023-08-30 18:00:01")
- val dt1 = Date.valueOf("2023-08-30")
- val dataCorrect = new util.ArrayList[Row]()
- dataCorrect.add(Row(1, 1.toLong, 1.toFloat, 1.toDouble, 1.toShort, true, tm1, dt1, null))
- dataCorrect.add(Row(2, 2.toLong, 2.toFloat, 2.toDouble, 2.toShort, false, tm1, dt1, null))
-
- var expectedAnswer: Seq[Row] = null
- withSQLConf(vanillaSparkConfs(): _*) {
- expectedAnswer = spark.createDataFrame(dataCorrect, schema).toDF().collect()
- }
- checkAnswer(df, expectedAnswer)
- }
-
- test("issues-2443 test1 for whitespace surrounding data") {
- val file_path = csvDataPath + "/whitespace_surrounding_data.csv"
- val schema = StructType.apply(
- Seq(
- StructField.apply("int_field", IntegerType, nullable = true),
- StructField.apply("long_field", LongType, nullable = true),
- StructField.apply("short_field", ShortType, nullable = true)
- ))
-
- val options = new util.HashMap[String, String]()
- options.put("delimiter", ",")
- options.put("header", "false")
-
- val df = spark.read
- .options(options)
- .schema(schema)
- .csv(file_path)
- .toDF()
-
- val dataCorrect = new util.ArrayList[Row]()
- dataCorrect.add(Row(1, 2.toLong, 3.toShort))
- dataCorrect.add(Row(1, 2.toLong, 3.toShort))
- dataCorrect.add(Row(1, 2.toLong, 4.toShort))
-
- var expectedAnswer: Seq[Row] = null
- withSQLConf(vanillaSparkConfs(): _*) {
- expectedAnswer = spark.createDataFrame(dataCorrect, schema).toDF().collect()
- }
- checkAnswer(df, expectedAnswer)
- }
-
- test("issues-2443 test2 for float to int data") {
- val file_path = csvDataPath + "/float_to_int_data.csv"
- val schema = StructType.apply(
- Seq(
- StructField.apply("int_field", IntegerType, nullable = true),
- StructField.apply("long_field", LongType, nullable = true),
- StructField.apply("short_field", ShortType, nullable = true)
- ))
-
- val options = new util.HashMap[String, String]()
- options.put("delimiter", "|")
- options.put("quote", "\'")
- options.put("header", "false")
-
- val df = spark.read
- .options(options)
- .schema(schema)
- .csv(file_path)
- .toDF()
-
- val dataCorrect = new util.ArrayList[Row]()
- dataCorrect.add(Row(1, 1.toLong, 10.toShort))
- dataCorrect.add(Row(1, null, 10.toShort))
-
- var expectedAnswer: Seq[Row] = null
- withSQLConf(vanillaSparkConfs(): _*) {
- expectedAnswer = spark.createDataFrame(dataCorrect, schema).toDF().collect()
- }
- checkAnswer(df, expectedAnswer)
- }
-
- test("issue-2670 test for special char surrounding int data") {
- val file_path = csvDataPath + "/special_char_surrounding_int_data.csv"
- val schema = StructType.apply(
- Seq(
- StructField.apply("int_field", IntegerType, nullable = true),
- StructField.apply("short_field", ShortType, nullable = true),
- StructField.apply("long_field", LongType, nullable = true)
- ))
-
- val options = new util.HashMap[String, String]()
- options.put("delimiter", ",")
- options.put("quote", "\"")
- options.put("header", "false")
-
- val df = spark.read
- .options(options)
- .schema(schema)
- .csv(file_path)
- .toDF()
-
- val dataCorrect = new util.ArrayList[Row]()
- dataCorrect.add(Row(1, 2.toShort, 3.toLong))
- dataCorrect.add(Row(1, 2.toShort, 3.toLong))
- dataCorrect.add(Row(1, null, null))
- dataCorrect.add(Row(1, null, -100000.toLong))
-
- var expectedAnswer: Seq[Row] = null
- withSQLConf(vanillaSparkConfs(): _*) {
- expectedAnswer = spark.createDataFrame(dataCorrect, schema).toDF().collect()
- }
- checkAnswer(df, expectedAnswer)
- }
-
- test("issues-2677 test for ignoring special char around float value") {
- val file_path = csvDataPath + "/special_character_surrounding_float_data.csv"
- val schema = StructType.apply(
- Seq(
- StructField.apply("float_field", FloatType, nullable = true),
- StructField.apply("double_field", DoubleType, nullable = true),
- StructField.apply("double_field2", DoubleType, nullable = true)
- ))
-
- val options = new util.HashMap[String, String]()
- options.put("delimiter", ",")
- options.put("header", "false")
-
- val df = spark.read
- .options(options)
- .schema(schema)
- .csv(file_path)
- .toDF()
-
- val dataCorrect = new util.ArrayList[Row]()
- dataCorrect.add(Row(1.55.toFloat, 1.55.toDouble, -100.toDouble))
- dataCorrect.add(Row(1.55.toFloat, null, 100.toDouble))
- dataCorrect.add(Row(null, 1.55.toDouble, 98.88))
-
- var expectedAnswer: Seq[Row] = null
- withSQLConf(vanillaSparkConfs(): _*) {
- expectedAnswer = spark.createDataFrame(dataCorrect, schema).toDF().collect()
- }
- checkAnswer(df, expectedAnswer)
- }
-
- test("read excel export csv base") {
- implicit class StringToDate(s: String) {
- def date: Date = Date.valueOf(s)
- }
-
- val schema = StructType.apply(
- Seq(
- StructField.apply("c1", DateType, nullable = true),
- StructField.apply("c2", TimestampType, nullable = true),
- StructField.apply("c3", FloatType, nullable = true),
- StructField.apply("c4", DoubleType, nullable = true),
- StructField.apply("c5", IntegerType, nullable = true),
- StructField.apply("c6", LongType, nullable = true),
- StructField.apply("c7", StringType, nullable = true)
- ))
-
- val df = spark.read
- .option("delimiter", ",")
- .option("quote", "\"")
- .option("nullValue", "null")
- .schema(schema)
- .csv(csvDataPath + "/excel_data_base.csv")
- .toDF()
-
- val result = df.collect()
- val csvFileScan = collect(df.queryExecution.executedPlan) {
- case f: FileSourceScanExecTransformer => f
- }
-
- assert(csvFileScan.size == 1)
- assert(result.length == 21)
- assert(result.apply(0).getString(6) == null)
- assert(result.apply(0).getString(6) == null)
- assert(result.apply(16).getFloat(2) == -100000)
- assert(result.apply(16).getDouble(3) == -100000)
- assert(result.apply(16).getInt(4) == -100000)
- assert(result.apply(16).getLong(5) == -100000)
- assert(result.apply(18).getDate(0) == "2023-07-19".date)
- assert(result.apply(19).getDate(0) == "2023-07-01".date)
- assert(result.apply(20).getDate(0) == "2023-01-21".date)
- }
-
- test("read excel export csv delimiter") {
- val schema = StructType.apply(
- Seq(
- StructField.apply("a", DateType, nullable = true),
- StructField.apply("b", TimestampType, nullable = true),
- StructField.apply("c", FloatType, nullable = true),
- StructField.apply("d", DoubleType, nullable = true),
- StructField.apply("e", IntegerType, nullable = true),
- StructField.apply("f", LongType, nullable = true)
- ))
-
- val df = spark.read
- .option("delimiter", "|")
- .schema(schema)
- .csv(csvDataPath + "/excel_data_delimiter.csv")
- .toDF()
-
- val csvFileScan = collect(df.queryExecution.executedPlan) {
- case f: FileSourceScanExecTransformer => f
- }
- assert(csvFileScan.size == 1)
- assert(df.collect().length == 12)
- }
-
- test("expected_end_of_line") {
- val schema = StructType.apply(
- Seq(
- StructField.apply("c1", IntegerType, nullable = true),
- StructField.apply("c2", StringType, nullable = true),
- StructField.apply("c3", StringType, nullable = true),
- StructField.apply("c4", StringType, nullable = true),
- StructField.apply("c5", StringType, nullable = true),
- StructField.apply("c6", StringType, nullable = true),
- StructField.apply("c7", StringType, nullable = true),
- StructField.apply("c8", StringType, nullable = true)
- ))
-
- val df = spark.read
- .option("delimiter", ",")
- .option("header", "false")
- .option("quote", "\"")
- .schema(schema)
- .csv(csvDataPath + "/expected_end_of_line.csv")
- .toDF()
-
- var expectedAnswer: Seq[Row] = null
- withSQLConf(vanillaSparkConfs(): _*) {
- expectedAnswer = spark.read
- .option("delimiter", ",")
- .option("header", "false")
- .option("quote", "\"")
- .schema(schema)
- .csv(csvDataPath + "/expected_end_of_line.csv")
- .toDF()
- .collect()
- }
- checkAnswer(df, expectedAnswer)
- }
-
- test("csv pruning") {
- val schema = StructType.apply(
- Seq(
- StructField.apply("c1", StringType, nullable = true),
- StructField.apply("c2", StringType, nullable = true)
- ))
-
- val df = spark.read
- .option("delimiter", ",")
- .option("quote", "\"")
- .schema(schema)
- .csv(csvDataPath + "/double_quote.csv")
- .toDF()
-
- df.createTempView("pruning")
-
- compareResultsAgainstVanillaSpark(
- """
- |select
- | c2
- | from
- | pruning
- |""".stripMargin,
- compareResult = true,
- _ => {}
- )
- }
-
- test("csv count(*)") {
- val schema = StructType.apply(
- Seq(
- StructField.apply("c1", StringType, nullable = true),
- StructField.apply("c2", StringType, nullable = true)
- ))
-
- val df = spark.read
- .option("delimiter", ",")
- .option("quote", "\"")
- .schema(schema)
- .csv(csvDataPath + "/double_quote.csv")
- .toDF()
-
- df.createTempView("countallt")
- compareResultsAgainstVanillaSpark(
- """
- |select
- | count(*)
- | from
- | countallt
- |""".stripMargin,
- compareResult = true,
- _ => {}
- )
- }
-
- test("csv \\r") {
- // scalastyle:off nonascii
- val csv_files = Seq("csv_r.csv", "ä¸æ–‡.csv")
- // scalastyle:on nonascii
- csv_files.foreach(
- file => {
- val csv_path = csvDataPath + "/" + file
- val schema = StructType.apply(
- Seq(
- StructField.apply("c1", StringType, nullable = true)
- ))
-
- val df = spark.read
- .option("delimiter", ",")
- .option("header", "false")
- .schema(schema)
- .csv(csv_path)
- .toDF()
-
- var expectedAnswer: Seq[Row] = null
- withSQLConf(vanillaSparkConfs(): _*) {
- expectedAnswer = spark.read
- .option("delimiter", ",")
- .option("header", "false")
- .schema(schema)
- .csv(csv_path)
- .toDF()
- .collect()
- }
- checkAnswer(df, expectedAnswer)
- })
- }
-
- test("header size not equal csv first lines") {
- // In Csv file ,there is five field schema of header
- val schemaLessThanCsvHeader = StructType.apply(
- Seq(
- StructField.apply("c1", IntegerType, nullable = true),
- StructField.apply("c2", IntegerType, nullable = true),
- StructField.apply("c3", IntegerType, nullable = true),
- StructField.apply("c4", IntegerType, nullable = true)
- ))
-
- val df = spark.read
- .option("delimiter", ",")
- .option("header", "true")
- .schema(schemaLessThanCsvHeader)
- .csv(csvDataPath + "/header.csv")
- .toDF()
-
- df.createTempView("test_schema_header_less_than_csv_header")
-
- compareResultsAgainstVanillaSpark(
- """
- |select * from test_schema_header_less_than_csv_header
- |""".stripMargin,
- compareResult = true,
- _ => {}
- )
-
- val schemaMoreThanCsvHeader = StructType.apply(
- Seq(
- StructField.apply("c1", IntegerType, nullable = true),
- StructField.apply("c2", IntegerType, nullable = true),
- StructField.apply("c3", IntegerType, nullable = true),
- StructField.apply("c4", IntegerType, nullable = true),
- StructField.apply("c5", IntegerType, nullable = true),
- StructField.apply("c6", IntegerType, nullable = true)
- ))
-
- val df2 = spark.read
- .option("delimiter", ",")
- .option("header", "true")
- .schema(schemaMoreThanCsvHeader)
- .csv(csvDataPath + "/header.csv")
- .toDF()
-
- df2.createTempView("test_schema_header_More_than_csv_header")
-
- compareResultsAgainstVanillaSpark(
- """
- |select * from test_schema_header_More_than_csv_header
- |""".stripMargin,
- compareResult = true,
- _ => {}
- )
- }
-
- test("fix: read date field value wrong") {
- implicit class StringToDate(s: String) {
- def date: Date = Date.valueOf(s)
- def timestamp: Timestamp = Timestamp.valueOf(s)
- }
-
- val csv_path = csvDataPath + "/field_value_wrong.csv"
- val options = new util.HashMap[String, String]()
- options.put("delimiter", ",")
- options.put("header", "false")
-
- val schema = StructType.apply(
- Seq(
- StructField.apply("a", DateType, nullable = true),
- StructField.apply("b", TimestampType, nullable = true)
- ))
-
- val data = new util.ArrayList[Row]()
- data.add(Row("2023-06-16".date, "2023-06-16 18:00:05".timestamp))
-
- spark
- .createDataFrame(data, schema)
- .write
- .mode("overwrite")
- .format("csv")
- .options(options)
- .save(csv_path)
-
- spark.read
- .options(options)
- .schema(schema)
- .csv(csv_path)
- .toDF()
- .createTempView("field_read_wrong")
-
- compareResultsAgainstVanillaSpark(
- "select * from field_read_wrong",
- compareResult = true,
- _ => {})
- }
-
- test("cannot_parse_input") {
- val schema = StructType.apply(
- Seq(
- StructField.apply("c1", StringType, nullable = true),
- StructField.apply("c2", StringType, nullable = true),
- StructField.apply("c3", StringType, nullable = true),
- StructField.apply("c4", StringType, nullable = true),
- StructField.apply("c5", StringType, nullable = true),
- StructField.apply("c6", StringType, nullable = true),
- StructField.apply("c7", StringType, nullable = true),
- StructField.apply("c8", StringType, nullable = true),
- StructField.apply("c9", StringType, nullable = true),
- StructField.apply("c10", StringType, nullable = true),
- StructField.apply("c11", DoubleType, nullable = true),
- StructField.apply("c12", DoubleType, nullable = true)
- ))
-
- val df = spark.read
- .option("delimiter", ",")
- .option("header", "false")
- .schema(schema)
- .csv(csvDataPath + "/cannot_parse_input.csv")
- .toDF()
-
- var expectedAnswer: Seq[Row] = null
- withSQLConf(vanillaSparkConfs(): _*) {
- expectedAnswer = spark.read
- .option("delimiter", ",")
- .option("header", "false")
- .schema(schema)
- .csv(csvDataPath + "/cannot_parse_input.csv")
- .toDF()
- .collect()
- }
- checkAnswer(df, expectedAnswer)
-
- val csvFileScan = collect(df.queryExecution.executedPlan) {
- case f: FileSourceScanExecTransformer => f
- }
- assert(csvFileScan.size == 1)
- }
-
- test("test read excel quote") {
- val schema = StructType.apply(
- Seq(
- StructField.apply("a", StringType, nullable = true),
- StructField.apply("b", StringType, nullable = true)
- ))
-
- val double_path = csvDataPath + "/double_quote.csv"
- val double_quote_option = new util.HashMap[String, String]()
- double_quote_option.put("delimiter", ",")
- double_quote_option.put("quote", "\"")
-
- val df1 = spark.read
- .options(double_quote_option)
- .schema(schema)
- .csv(double_path)
- .toDF()
-
- var expectedAnswer: Seq[Row] = null
- withSQLConf(vanillaSparkConfs(): _*) {
- expectedAnswer = spark.read
- .options(double_quote_option)
- .schema(schema)
- .csv(double_path)
- .toDF()
- .collect()
- }
- checkAnswer(df1, expectedAnswer)
-
- var csvFileScan = collect(df1.queryExecution.executedPlan) {
- case f: FileSourceScanExecTransformer => f
- }
- assert(csvFileScan.size == 1)
-
- val single_path = csvDataPath + "/single_quote.csv"
- val single_quote_option = new util.HashMap[String, String]()
- single_quote_option.put("delimiter", ",")
- single_quote_option.put("quote", "\"")
- val df2 = spark.read
- .options(single_quote_option)
- .schema(schema)
- .csv(single_path)
- .toDF()
-
- withSQLConf(vanillaSparkConfs(): _*) {
- expectedAnswer = spark.read
- .options(single_quote_option)
- .schema(schema)
- .csv(single_path)
- .toDF()
- .collect()
- }
- checkAnswer(df2, expectedAnswer)
-
- csvFileScan = collect(df2.queryExecution.executedPlan) {
- case f: FileSourceScanExecTransformer => f
- }
- assert(csvFileScan.size == 1)
-
- val no_quote_path = csvDataPath + "/no_quote.csv"
- val no_quote_option = new util.HashMap[String, String]()
- no_quote_option.put("delimiter", ",")
- no_quote_option.put("header", "false")
- no_quote_option.put("quote", "")
-
- val no_quote_schema = StructType.apply(
- Seq(
- StructField.apply("a", StringType, nullable = true),
- StructField.apply("b", StringType, nullable = true)
- ))
-
- val data = new util.ArrayList[Row]()
- data.add(Row("\'abc\'de\'", "\"abc\"de\""))
-
- spark
- .createDataFrame(data, schema)
- .write
- .mode("overwrite")
- .format("csv")
- .options(no_quote_option)
- .save(no_quote_path)
-
- spark.read
- .options(no_quote_option)
- .schema(no_quote_schema)
- .csv(no_quote_path)
- .toDF()
- .createTempView("no_quote_table")
-
- withSQLConf((
- "spark.gluten.sql.columnar.backend.ch.runtime_settings.use_excel_serialization.quote_strict",
- "true"
- )) {
- compareResultsAgainstVanillaSpark(
- "select * from no_quote_table",
- compareResult = true,
- _ => {})
- }
- }
-
- test("test read excel with header") {
- val schema = StructType.apply(
- Seq(
- StructField.apply("a", StringType, nullable = true),
- StructField.apply("b", StringType, nullable = true)
- ))
-
- val df = spark.read
- .option("delimiter", ";")
- .option("quote", "")
- .option("header", "true")
- .schema(schema)
- .csv(csvDataPath + "/with_header.csv")
- .toDF()
-
- var expectedAnswer: Seq[Row] = null
- withSQLConf(vanillaSparkConfs(): _*) {
- expectedAnswer = spark.read
- .option("delimiter", ";")
- .option("quote", "")
- .option("header", "true")
- .schema(schema)
- .csv(csvDataPath + "/with_header.csv")
- .toDF()
- .collect()
- }
- checkAnswer(df, expectedAnswer)
-
- val csvFileScan = collect(df.queryExecution.executedPlan) {
- case f: FileSourceScanExecTransformer => f
- }
- assert(csvFileScan.size == 1)
- }
-
- test("test read excel with escape with quote") {
- val schema = StructType.apply(
- Seq(
- StructField.apply("a", StringType, nullable = true),
- StructField.apply("b", StringType, nullable = true)
- ))
-
- val df = spark.read
- .option("delimiter", ",")
- .option("escape", "\\")
- .option("quote", "\'")
- .schema(schema)
- .csv(csvDataPath + "/escape_quote.csv")
- .toDF()
-
- var expectedAnswer: Seq[Row] = null
- withSQLConf(vanillaSparkConfs(): _*) {
- expectedAnswer = spark.read
- .option("delimiter", ",")
- .option("quote", "\'")
- .option("escape", "\\")
- .schema(schema)
- .csv(csvDataPath + "/escape_quote.csv")
- .toDF()
- .collect()
- }
- checkAnswer(df, expectedAnswer)
-
- val csvFileScan = collect(df.queryExecution.executedPlan) {
- case f: FileSourceScanExecTransformer => f
- }
- assert(csvFileScan.size == 1)
- }
-
- test("test read excel with escape without quote") {
- val schema = StructType.apply(
- Seq(
- StructField.apply("a", StringType, nullable = true),
- StructField.apply("b", StringType, nullable = true)
- ))
-
- val df = spark.read
- .option("delimiter", ",")
- .option("escape", "\\")
- .schema(schema)
- .csv(csvDataPath + "/escape_without_quote.csv")
- .toDF()
-
- var expectedAnswer: Seq[Row] = null
- withSQLConf(vanillaSparkConfs(): _*) {
- expectedAnswer = spark.read
- .option("delimiter", ",")
- .option("escape", "\\")
- .schema(schema)
- .csv(csvDataPath + "/escape_without_quote.csv")
- .toDF()
- .collect()
- }
- checkAnswer(df, expectedAnswer)
-
- val csvFileScan = collect(df.queryExecution.executedPlan) {
- case f: FileSourceScanExecTransformer => f
- }
- assert(csvFileScan.size == 1)
- }
-
- test("read data from csv file format with table") {
- val tableName = "csv_test"
- val sql =
- s"""
- | select string_field,
- | sum(int_field),
- | avg(long_field),
- | min(float_field),
- | max(double_field),
- | sum(short_field),
- | sum(decimal_field)
- | from $tableName
- | group by string_field
- | order by string_field
- |""".stripMargin
- spark.createDataFrame(genTestData()).createOrReplaceTempView(tableName)
- compareResultsAgainstVanillaSpark(
- sql,
- compareResult = true,
- df => {
- val csvFileScan = collect(df.queryExecution.executedPlan) {
- case l: LocalTableScanExec => l
- }
- assert(csvFileScan.size == 1)
- })
- }
-
- test("knownfloatingpointnormalized") {
- val sql =
- s"""
- |select coalesce(t1.`i1`, 0) + coalesce(t2.`l1`, 0) `c1`,
- | coalesce(t1.`d1`, t2.`d2`) sf
- |from (select double_field d1,
- | sum(int_field) i1
- | from tt
- | group by double_field) t1
- | full join (select double_field d2,
- | avg(long_field) l1
- | from tt
- | group by double_field) t2
- | on t1.d1 = t2.d2
- |""".stripMargin
- spark.createDataFrame(genTestData()).createOrReplaceTempView("tt")
- compareResultsAgainstVanillaSpark(
- sql,
- compareResult = true,
- _ => {}
- )
- }
-
- test("read data from orc file format") {
- val filePath = basePath + "/orc_test.orc"
- // val filePath = "/data2/case_insensitive_column_matching.orc"
- val orcFileFormat = "orc"
- val sql =
- s"""
- | select *
- | from $orcFileFormat.`$filePath`
- | where long_field > 30
- |""".stripMargin
- testFileFormatBase(filePath, orcFileFormat, sql, df => {})
- }
-
- // TODO: Fix: if the field names has upper case form, it will return null value
- ignore("read data from orc file format with upper case schema names") {
- val filePath = orcDataPath + "/case_insensitive_column_matching.orc"
- val orcFileFormat = "orc"
- val sql =
- s"""
- | select *
- | from $orcFileFormat.`$filePath`
- |""".stripMargin
- compareResultsAgainstVanillaSpark(sql, compareResult = true, df => {}, noFallBack = false)
- }
-
- test("ISSUE-2925 range partition with date32") {
- spark.createDataFrame(genTestData()).createOrReplaceTempView("t1")
- spark.createDataFrame(genTestData()).createTempView("t2")
-
- compareResultsAgainstVanillaSpark(
- """
- | select t1.date_field from t1 inner join t2 on t1.date_field = t2.date_field
- | group by t1.date_field
- | order by t1.date_field
- |
- |""".stripMargin,
- compareResult = true,
- _ => {}
- )
- }
-
- def testFileFormatBase(
- filePath: String,
- fileFormat: String,
- sql: String,
- customCheck: DataFrame => Unit,
- noFallBack: Boolean = true
- ): Unit = {
- spark
- .createDataFrame(genTestData())
- .write
- .mode("overwrite")
- .format(fileFormat)
- .option("quote", "\"")
- .save(filePath)
- compareResultsAgainstVanillaSpark(
- sql,
- compareResult = true,
- customCheck,
- noFallBack = noFallBack)
- }
-
- /** Generate test data for primitive type */
- def genTestData(): Seq[AllDataTypesWithNonPrimitiveType] = {
- (0 to 299).map {
- i =>
- if (i % 100 == 1) {
- // scalastyle:off nonascii
- AllDataTypesWithNonPrimitiveType(
- "测试ä¸æ–‡",
- null,
- null,
- null,
- null,
- null,
- null,
- null,
- null,
- null)
- // scalastyle:on nonascii
- } else if (i % 25 == 0) {
- if (i % 50 == 0) {
- AllDataTypesWithNonPrimitiveType(
- "",
- null,
- null,
- null,
- null,
- null,
- null,
- null,
- null,
- null)
- } else {
- AllDataTypesWithNonPrimitiveType(null, null, null, null, null, null, null, null, null,
- null)
- }
- } else {
- AllDataTypesWithNonPrimitiveType(
- s"$i",
- i,
- i.toLong,
- i.toFloat,
- i.toDouble,
- i.toShort,
- i.toByte,
- i % 2 == 0,
- new java.math.BigDecimal(i + ".56"),
- Date.valueOf(1950 + i / 3 + "-0" + (i % 3 + 1) + "-01"))
- }
- }
- }
-
- test("test_filter_not_null") {
- val schema = StructType.apply(
- Seq(
- StructField.apply("int_field", IntegerType, nullable = true),
- StructField.apply("long_field", LongType, nullable = true),
- StructField.apply("bool_field", BooleanType, nullable = true)
- ))
-
- val data = new util.ArrayList[Row]()
- data.add(Row(1, 1.toLong, false))
-
- spark
- .createDataFrame(data, schema)
- .toDF()
- .createTempView("test_filter_not_null")
-
- compareResultsAgainstVanillaSpark(
- """
- | select
- | sum(long_field) aa
- | from
- | ( select long_field,case when sum(int_field) > 0 then true else false end b
- | from test_filter_not_null group by long_field) t where b
- |""".stripMargin,
- compareResult = true,
- _ => {}
- )
- }
-
- test("empty parquet") {
- val df = spark.read.parquet(createEmptyParquet()).toDF().select($"a")
- assert(df.collect().isEmpty)
- }
-
- test("issue-2881 null string test") {
- withSQLConf(
- (
- "spark.gluten.sql.columnar.backend.ch.runtime_settings." +
- "use_excel_serialization.empty_as_null",
- "true")) {
- val file_path = csvDataPath + "/null_string.csv"
- val schema = StructType.apply(
- Seq(
- StructField.apply("c1", StringType, nullable = true),
- StructField.apply("c2", ShortType, nullable = true),
- StructField.apply("c3", StringType, nullable = true)
- ))
-
- val options = new util.HashMap[String, String]()
- options.put("delimiter", ",")
-
- val df = spark.read
- .options(options)
- .schema(schema)
- .csv(file_path)
- .toDF()
-
- val dataCorrect = new util.ArrayList[Row]()
- dataCorrect.add(Row(null, 1.toShort, null))
- dataCorrect.add(Row(null, 2.toShort, "2"))
- dataCorrect.add(Row("1", null, null))
- dataCorrect.add(Row(null, null, null))
-
- var expectedAnswer: Seq[Row] = null
- withSQLConf(vanillaSparkConfs(): _*) {
- expectedAnswer = spark.createDataFrame(dataCorrect, schema).toDF().collect()
- }
- checkAnswer(df, expectedAnswer)
- }
- }
-
- test("issue-3542 null string test") {
- withSQLConf(
- (
- "spark.gluten.sql.columnar.backend.ch.runtime_settings." +
- "use_excel_serialization.empty_as_null",
- "false")) {
- val file_path = csvDataPath + "/null_string.csv"
- val schema = StructType.apply(
- Seq(
- StructField.apply("c1", StringType, nullable = true),
- StructField.apply("c2", ShortType, nullable = true),
- StructField.apply("c3", StringType, nullable = true)
- ))
-
- val options = new util.HashMap[String, String]()
- options.put("delimiter", ",")
-
- val df = spark.read
- .options(options)
- .schema(schema)
- .csv(file_path)
- .toDF()
-
- val dataCorrect = new util.ArrayList[Row]()
- dataCorrect.add(Row(null, 1.toShort, ""))
- dataCorrect.add(Row("", 2.toShort, "2"))
- dataCorrect.add(Row("1", null, null))
- dataCorrect.add(Row("", null, ""))
-
- var expectedAnswer: Seq[Row] = null
- withSQLConf(vanillaSparkConfs(): _*) {
- expectedAnswer = spark.createDataFrame(dataCorrect, schema).toDF().collect()
- }
- checkAnswer(df, expectedAnswer)
- }
- }
-
- test("test integer read with sign at the end of line") {
- val file_path = csvDataPath + "/sign_at_end_int.csv"
- val schema = StructType.apply(
- Seq(
- StructField.apply("c1", IntegerType, nullable = true)
- ))
-
- val options = new util.HashMap[String, String]()
- options.put("delimiter", ",")
-
- spark.read
- .options(options)
- .schema(schema)
- .csv(file_path)
- .toDF()
- .createTempView("test_null_int")
-
- compareResultsAgainstVanillaSpark(
- """
- | select * from test_null_int
- |""".stripMargin,
- compareResult = true,
- _ => {}
- )
- }
-
- test("test float read with sign at the end of line") {
- val file_path = csvDataPath + "/sign_at_end_float.csv"
- val schema = StructType.apply(
- Seq(
- StructField.apply("c1", FloatType, nullable = true)
- ))
-
- val options = new util.HashMap[String, String]()
- options.put("delimiter", ",")
-
- spark.read
- .options(options)
- .schema(schema)
- .csv(file_path)
- .toDF()
- .createTempView("test_null_float")
-
- compareResultsAgainstVanillaSpark(
- """
- | select * from test_null_float
- |""".stripMargin,
- compareResult = true,
- _ => {}
- )
- }
-
- test("issues-3609 int read test") {
- withSQLConf(
- (
- "spark.gluten.sql.columnar.backend.ch.runtime_settings." +
- "use_excel_serialization.number_force",
- "false")) {
- val csv_path = csvDataPath + "/int_special.csv"
- val options = new util.HashMap[String, String]()
- options.put("delimiter", ",")
- options.put("header", "false")
- val schema = StructType.apply(
- Seq(
- StructField.apply("a", IntegerType, nullable = true),
- StructField.apply("b", IntegerType, nullable = true),
- StructField.apply("c", IntegerType, nullable = true),
- StructField.apply("d", IntegerType, nullable = true)
- ))
-
- val df = spark.read
- .options(options)
- .schema(schema)
- .csv(csv_path)
- .toDF()
-
- val dataCorrect = new util.ArrayList[Row]()
- dataCorrect.add(Row(null, null, null, 15))
-
- var expectedAnswer: Seq[Row] = null
- withSQLConf(vanillaSparkConfs(): _*) {
- expectedAnswer = spark.createDataFrame(dataCorrect, schema).toDF().collect()
- }
- checkAnswer(df, expectedAnswer)
- }
-
- withSQLConf(
- (
- "spark.gluten.sql.columnar.backend.ch.runtime_settings." +
- "use_excel_serialization.number_force",
- "true")) {
- val csv_path = csvDataPath + "/int_special.csv"
- val options = new util.HashMap[String, String]()
- options.put("delimiter", ",")
- options.put("header", "false")
- val schema = StructType.apply(
- Seq(
- StructField.apply("a", IntegerType, nullable = true),
- StructField.apply("b", IntegerType, nullable = true),
- StructField.apply("c", IntegerType, nullable = true),
- StructField.apply("d", IntegerType, nullable = true)
- ))
-
- val df = spark.read
- .options(options)
- .schema(schema)
- .csv(csv_path)
- .toDF()
-
- val dataCorrect = new util.ArrayList[Row]()
- dataCorrect.add(Row(15, -1, 85, 15))
-
- var expectedAnswer: Seq[Row] = null
- withSQLConf(vanillaSparkConfs(): _*) {
- expectedAnswer = spark.createDataFrame(dataCorrect, schema).toDF().collect()
- }
- checkAnswer(df, expectedAnswer)
- }
- }
-
- def createEmptyParquet(): String = {
- val data = spark.sparkContext.emptyRDD[Row]
- val schema = new StructType()
- .add("a", StringType)
-
- val fileName = basePath + "/parquet_test_" + System.currentTimeMillis() + "_empty.parquet"
-
- spark.createDataFrame(data, schema).toDF().write.parquet(fileName)
- fileName
- }
-}
diff --git a/backends-clickhouse/src/test/scala/org/apache/gluten/execution/GlutenClickHouseHiveTableSuite.scala b/backends-clickhouse/src/test/scala/org/apache/gluten/execution/GlutenClickHouseHiveTableSuite.scala
index eff0cdb7bcce..3d5fba56c328 100644
--- a/backends-clickhouse/src/test/scala/org/apache/gluten/execution/GlutenClickHouseHiveTableSuite.scala
+++ b/backends-clickhouse/src/test/scala/org/apache/gluten/execution/GlutenClickHouseHiveTableSuite.scala
@@ -1051,8 +1051,12 @@ class GlutenClickHouseHiveTableSuite
spark.sql(
s"CREATE FUNCTION my_add as " +
s"'org.apache.hadoop.hive.contrib.udf.example.UDFExampleAdd2' USING JAR '$jarUrl'")
- runQueryAndCompare("select MY_ADD(id, id+1) from range(10)")(
- checkGlutenOperatorMatch[ProjectExecTransformer])
+ if (isSparkVersionLE("3.3")) {
+ runQueryAndCompare("select MY_ADD(id, id+1) from range(10)")(
+ checkGlutenOperatorMatch[ProjectExecTransformer])
+ } else {
+ runQueryAndCompare("select MY_ADD(id, id+1) from range(10)", noFallBack = false)(_ => {})
+ }
}
test("GLUTEN-4333: fix CSE in aggregate operator") {
diff --git a/backends-clickhouse/src/test/scala/org/apache/gluten/execution/GlutenClickHouseMergeTreeCacheDataSSuite.scala b/backends-clickhouse/src/test/scala/org/apache/gluten/execution/GlutenClickHouseMergeTreeCacheDataSSuite.scala
new file mode 100644
index 000000000000..960c92178993
--- /dev/null
+++ b/backends-clickhouse/src/test/scala/org/apache/gluten/execution/GlutenClickHouseMergeTreeCacheDataSSuite.scala
@@ -0,0 +1,401 @@
+/*
+ * 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.gluten.execution
+
+import org.apache.spark.SparkConf
+import org.apache.spark.sql.delta.files.TahoeFileIndex
+import org.apache.spark.sql.execution.adaptive.AdaptiveSparkPlanHelper
+import org.apache.spark.sql.execution.datasources.v2.clickhouse.metadata.AddMergeTreeParts
+
+import org.apache.commons.io.FileUtils
+import org.apache.hadoop.conf.Configuration
+import org.apache.hadoop.fs.FileSystem
+
+import java.io.File
+
+import scala.concurrent.duration.DurationInt
+
+// Some sqls' line length exceeds 100
+// scalastyle:off line.size.limit
+
+class GlutenClickHouseMergeTreeCacheDataSSuite
+ extends GlutenClickHouseTPCHAbstractSuite
+ with AdaptiveSparkPlanHelper {
+
+ override protected val needCopyParquetToTablePath = true
+
+ override protected val tablesPath: String = basePath + "/tpch-data"
+ override protected val tpchQueries: String = rootPath + "queries/tpch-queries-ch"
+ override protected val queriesResults: String = rootPath + "mergetree-queries-output"
+
+ override protected def createTPCHNotNullTables(): Unit = {
+ createNotNullTPCHTablesInParquet(tablesPath)
+ }
+
+ override protected def sparkConf: SparkConf = {
+ super.sparkConf
+ .set("spark.shuffle.manager", "org.apache.spark.shuffle.sort.ColumnarShuffleManager")
+ .set("spark.io.compression.codec", "LZ4")
+ .set("spark.sql.shuffle.partitions", "5")
+ .set("spark.sql.autoBroadcastJoinThreshold", "10MB")
+ .set("spark.sql.adaptive.enabled", "true")
+ .set("spark.gluten.sql.columnar.backend.ch.runtime_config.logger.level", "error")
+ .set("spark.gluten.soft-affinity.enabled", "true")
+ .set(
+ "spark.gluten.sql.columnar.backend.ch.runtime_settings.mergetree.merge_after_insert",
+ "false")
+ }
+
+ override protected def beforeEach(): Unit = {
+ super.beforeEach()
+ val conf = new Configuration
+ conf.set("fs.defaultFS", HDFS_URL)
+ val fs = FileSystem.get(conf)
+ fs.delete(new org.apache.hadoop.fs.Path(HDFS_URL), true)
+ FileUtils.deleteDirectory(new File(HDFS_METADATA_PATH))
+ FileUtils.forceMkdir(new File(HDFS_METADATA_PATH))
+ FileUtils.deleteDirectory(new File(HDFS_CACHE_PATH))
+ FileUtils.forceMkdir(new File(HDFS_CACHE_PATH))
+ }
+
+ def countFiles(directory: File): Int = {
+ if (directory.exists && directory.isDirectory) {
+ val files = directory.listFiles
+ val count = files
+ .count(_.isFile) + files.filter(_.isDirectory).map(countFiles).sum
+ count
+ } else {
+ 0
+ }
+ }
+
+ test("test cache mergetree data sync") {
+ spark.sql(s"""
+ |DROP TABLE IF EXISTS lineitem_mergetree_hdfs;
+ |""".stripMargin)
+
+ spark.sql(s"""
+ |CREATE TABLE IF NOT EXISTS lineitem_mergetree_hdfs
+ |(
+ | l_orderkey bigint,
+ | l_partkey bigint,
+ | l_suppkey bigint,
+ | l_linenumber bigint,
+ | l_quantity double,
+ | l_extendedprice double,
+ | l_discount double,
+ | l_tax double,
+ | l_returnflag string,
+ | l_linestatus string,
+ | l_shipdate date,
+ | l_commitdate date,
+ | l_receiptdate date,
+ | l_shipinstruct string,
+ | l_shipmode string,
+ | l_comment string
+ |)
+ |USING clickhouse
+ |PARTITIONED BY (l_shipdate)
+ |LOCATION '$HDFS_URL/test/lineitem_mergetree_hdfs'
+ |TBLPROPERTIES (storage_policy='__hdfs_main',
+ | orderByKey='l_linenumber,l_orderkey')
+ |""".stripMargin)
+
+ spark.sql(s"""
+ | insert into table lineitem_mergetree_hdfs
+ | select * from lineitem a
+ | where a.l_shipdate between date'1995-01-01' and date'1995-01-31'
+ |""".stripMargin)
+ FileUtils.deleteDirectory(new File(HDFS_METADATA_PATH))
+ FileUtils.forceMkdir(new File(HDFS_METADATA_PATH))
+ val dataPath = new File(HDFS_CACHE_PATH)
+ val initial_cache_files = countFiles(dataPath)
+
+ val res = spark
+ .sql(s"""
+ |cache data
+ | select l_orderkey, l_partkey from lineitem_mergetree_hdfs
+ | after l_shipdate AS OF '1995-01-10'
+ | CACHEPROPERTIES(storage_policy='__hdfs_main',
+ | aaa='ccc')""".stripMargin)
+ .collect()
+ assertResult(true)(res(0).getBoolean(0))
+ val metaPath = new File(HDFS_METADATA_PATH + s"$sparkVersion/test/lineitem_mergetree_hdfs")
+ assertResult(true)(metaPath.exists() && metaPath.isDirectory)
+ assertResult(22)(metaPath.list().length)
+ assert(countFiles(dataPath) > initial_cache_files)
+
+ val first_cache_files = countFiles(dataPath)
+ val res1 = spark.sql(s"cache data select * from lineitem_mergetree_hdfs").collect()
+ assertResult(true)(res1(0).getBoolean(0))
+ assertResult(31)(metaPath.list().length)
+ assert(countFiles(dataPath) > first_cache_files)
+
+ val sqlStr =
+ s"""
+ |SELECT
+ | l_returnflag,
+ | l_linestatus,
+ | sum(l_quantity) AS sum_qty,
+ | sum(l_extendedprice) AS sum_base_price,
+ | sum(l_extendedprice * (1 - l_discount)) AS sum_disc_price,
+ | sum(l_extendedprice * (1 - l_discount) * (1 + l_tax)) AS sum_charge,
+ | avg(l_quantity) AS avg_qty,
+ | avg(l_extendedprice) AS avg_price,
+ | avg(l_discount) AS avg_disc,
+ | count(*) AS count_order
+ |FROM
+ | lineitem_mergetree_hdfs
+ |WHERE
+ | l_shipdate >= date'1995-01-10'
+ |GROUP BY
+ | l_returnflag,
+ | l_linestatus
+ |ORDER BY
+ | l_returnflag,
+ | l_linestatus;
+ |
+ |""".stripMargin
+ runSql(sqlStr)(
+ df => {
+ val scanExec = collect(df.queryExecution.executedPlan) {
+ case f: FileSourceScanExecTransformer => f
+ }
+ assertResult(1)(scanExec.size)
+
+ val mergetreeScan = scanExec.head
+ assert(mergetreeScan.nodeName.startsWith("Scan mergetree"))
+
+ val fileIndex = mergetreeScan.relation.location.asInstanceOf[TahoeFileIndex]
+ val addFiles = fileIndex.matchingFiles(Nil, Nil).map(f => f.asInstanceOf[AddMergeTreeParts])
+ assertResult(7898)(addFiles.map(_.rows).sum)
+ })
+ spark.sql("drop table lineitem_mergetree_hdfs purge")
+ }
+
+ test("test cache mergetree data async") {
+ spark.sql(s"""
+ |DROP TABLE IF EXISTS lineitem_mergetree_hdfs;
+ |""".stripMargin)
+
+ spark.sql(s"""
+ |CREATE TABLE IF NOT EXISTS lineitem_mergetree_hdfs
+ |(
+ | l_orderkey bigint,
+ | l_partkey bigint,
+ | l_suppkey bigint,
+ | l_linenumber bigint,
+ | l_quantity double,
+ | l_extendedprice double,
+ | l_discount double,
+ | l_tax double,
+ | l_returnflag string,
+ | l_linestatus string,
+ | l_shipdate date,
+ | l_commitdate date,
+ | l_receiptdate date,
+ | l_shipinstruct string,
+ | l_shipmode string,
+ | l_comment string
+ |)
+ |USING clickhouse
+ |PARTITIONED BY (l_shipdate)
+ |LOCATION '$HDFS_URL/test/lineitem_mergetree_hdfs'
+ |TBLPROPERTIES (storage_policy='__hdfs_main',
+ | orderByKey='l_linenumber,l_orderkey')
+ |""".stripMargin)
+
+ spark.sql(s"""
+ | insert into table lineitem_mergetree_hdfs
+ | select * from lineitem a
+ | where a.l_shipdate between date'1995-01-01' and date'1995-01-31'
+ |""".stripMargin)
+ FileUtils.deleteDirectory(new File(HDFS_METADATA_PATH))
+ FileUtils.forceMkdir(new File(HDFS_METADATA_PATH))
+ val dataPath = new File(HDFS_CACHE_PATH)
+ val initial_cache_files = countFiles(dataPath)
+
+ val res = spark
+ .sql(s"""
+ |cache data async
+ | select * from lineitem_mergetree_hdfs
+ | after l_shipdate AS OF '1995-01-10'
+ | CACHEPROPERTIES(storage_policy='__hdfs_main',
+ | aaa='ccc')""".stripMargin)
+ .collect()
+ assertResult(true)(res(0).getBoolean(0))
+ val metaPath = new File(HDFS_METADATA_PATH + s"$sparkVersion/test/lineitem_mergetree_hdfs")
+ assertResult(true)(metaPath.exists() && metaPath.isDirectory)
+ eventually(timeout(60.seconds), interval(2.seconds)) {
+ assertResult(22)(metaPath.list().length)
+ assert(countFiles(dataPath) > initial_cache_files)
+ }
+
+ val first_cache_files = countFiles(dataPath)
+ val res1 = spark.sql(s"cache data async select * from lineitem_mergetree_hdfs").collect()
+ assertResult(true)(res1(0).getBoolean(0))
+ eventually(timeout(60.seconds), interval(2.seconds)) {
+ assertResult(31)(metaPath.list().length)
+ assert(countFiles(dataPath) > first_cache_files)
+ }
+
+ val sqlStr =
+ s"""
+ |SELECT
+ | l_returnflag,
+ | l_linestatus,
+ | sum(l_quantity) AS sum_qty,
+ | sum(l_extendedprice) AS sum_base_price,
+ | sum(l_extendedprice * (1 - l_discount)) AS sum_disc_price,
+ | sum(l_extendedprice * (1 - l_discount) * (1 + l_tax)) AS sum_charge,
+ | avg(l_quantity) AS avg_qty,
+ | avg(l_extendedprice) AS avg_price,
+ | avg(l_discount) AS avg_disc,
+ | count(*) AS count_order
+ |FROM
+ | lineitem_mergetree_hdfs
+ |WHERE
+ | l_shipdate >= date'1995-01-10'
+ |GROUP BY
+ | l_returnflag,
+ | l_linestatus
+ |ORDER BY
+ | l_returnflag,
+ | l_linestatus;
+ |
+ |""".stripMargin
+ runSql(sqlStr)(
+ df => {
+ val scanExec = collect(df.queryExecution.executedPlan) {
+ case f: FileSourceScanExecTransformer => f
+ }
+ assertResult(1)(scanExec.size)
+
+ val mergetreeScan = scanExec.head
+ assert(mergetreeScan.nodeName.startsWith("Scan mergetree"))
+
+ val fileIndex = mergetreeScan.relation.location.asInstanceOf[TahoeFileIndex]
+ val addFiles = fileIndex.matchingFiles(Nil, Nil).map(f => f.asInstanceOf[AddMergeTreeParts])
+ assertResult(7898)(addFiles.map(_.rows).sum)
+ })
+ spark.sql("drop table lineitem_mergetree_hdfs purge")
+ }
+
+ test("test cache mergetree data with the path") {
+ spark.sql(s"""
+ |DROP TABLE IF EXISTS lineitem_mergetree_hdfs;
+ |""".stripMargin)
+
+ spark.sql(s"""
+ |CREATE TABLE IF NOT EXISTS lineitem_mergetree_hdfs
+ |(
+ | l_orderkey bigint,
+ | l_partkey bigint,
+ | l_suppkey bigint,
+ | l_linenumber bigint,
+ | l_quantity double,
+ | l_extendedprice double,
+ | l_discount double,
+ | l_tax double,
+ | l_returnflag string,
+ | l_linestatus string,
+ | l_shipdate date,
+ | l_commitdate date,
+ | l_receiptdate date,
+ | l_shipinstruct string,
+ | l_shipmode string,
+ | l_comment string
+ |)
+ |USING clickhouse
+ |PARTITIONED BY (l_shipdate)
+ |LOCATION '$HDFS_URL/test/lineitem_mergetree_hdfs'
+ |TBLPROPERTIES (storage_policy='__hdfs_main',
+ | orderByKey='l_linenumber,l_orderkey')
+ |""".stripMargin)
+
+ spark.sql(s"""
+ | insert into table lineitem_mergetree_hdfs
+ | select * from lineitem a
+ | where a.l_shipdate between date'1995-01-01' and date'1995-01-31'
+ |""".stripMargin)
+ FileUtils.deleteDirectory(new File(HDFS_METADATA_PATH))
+ FileUtils.forceMkdir(new File(HDFS_METADATA_PATH))
+ val dataPath = new File(HDFS_CACHE_PATH)
+ val initial_cache_files = countFiles(dataPath)
+
+ val res = spark
+ .sql(s"""
+ |cache data
+ | select * from '$HDFS_URL/test/lineitem_mergetree_hdfs'
+ | after l_shipdate AS OF '1995-01-10'
+ | CACHEPROPERTIES(storage_policy='__hdfs_main',
+ | aaa='ccc')""".stripMargin)
+ .collect()
+ assertResult(true)(res(0).getBoolean(0))
+ val metaPath = new File(HDFS_METADATA_PATH + s"$sparkVersion/test/lineitem_mergetree_hdfs")
+ assertResult(true)(metaPath.exists() && metaPath.isDirectory)
+ assertResult(22)(metaPath.list().length)
+ assert(countFiles(dataPath) > initial_cache_files)
+ val first_cache_files = countFiles(dataPath)
+ val res1 = spark.sql(s"cache data select * from lineitem_mergetree_hdfs").collect()
+ assertResult(true)(res1(0).getBoolean(0))
+ assertResult(31)(metaPath.list().length)
+ assert(countFiles(dataPath) > first_cache_files)
+
+ val sqlStr =
+ s"""
+ |SELECT
+ | l_returnflag,
+ | l_linestatus,
+ | sum(l_quantity) AS sum_qty,
+ | sum(l_extendedprice) AS sum_base_price,
+ | sum(l_extendedprice * (1 - l_discount)) AS sum_disc_price,
+ | sum(l_extendedprice * (1 - l_discount) * (1 + l_tax)) AS sum_charge,
+ | avg(l_quantity) AS avg_qty,
+ | avg(l_extendedprice) AS avg_price,
+ | avg(l_discount) AS avg_disc,
+ | count(*) AS count_order
+ |FROM
+ | lineitem_mergetree_hdfs
+ |WHERE
+ | l_shipdate >= date'1995-01-10'
+ |GROUP BY
+ | l_returnflag,
+ | l_linestatus
+ |ORDER BY
+ | l_returnflag,
+ | l_linestatus;
+ |
+ |""".stripMargin
+ runSql(sqlStr)(
+ df => {
+ val scanExec = collect(df.queryExecution.executedPlan) {
+ case f: FileSourceScanExecTransformer => f
+ }
+ assertResult(1)(scanExec.size)
+
+ val mergetreeScan = scanExec.head
+ assert(mergetreeScan.nodeName.startsWith("Scan mergetree"))
+
+ val fileIndex = mergetreeScan.relation.location.asInstanceOf[TahoeFileIndex]
+ val addFiles = fileIndex.matchingFiles(Nil, Nil).map(f => f.asInstanceOf[AddMergeTreeParts])
+ assertResult(7898)(addFiles.map(_.rows).sum)
+ })
+ spark.sql("drop table lineitem_mergetree_hdfs purge")
+ }
+}
+// scalastyle:off line.size.limit
diff --git a/backends-clickhouse/src/test/scala/org/apache/gluten/execution/GlutenClickHouseMergeTreeOptimizeSuite.scala b/backends-clickhouse/src/test/scala/org/apache/gluten/execution/GlutenClickHouseMergeTreeOptimizeSuite.scala
deleted file mode 100644
index 7989c02ba872..000000000000
--- a/backends-clickhouse/src/test/scala/org/apache/gluten/execution/GlutenClickHouseMergeTreeOptimizeSuite.scala
+++ /dev/null
@@ -1,504 +0,0 @@
-/*
- * 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.gluten.execution
-
-import org.apache.spark.SparkConf
-import org.apache.spark.sql.SaveMode
-import org.apache.spark.sql.execution.adaptive.AdaptiveSparkPlanHelper
-
-import io.delta.tables.ClickhouseTable
-
-import java.io.File
-
-import scala.concurrent.duration.DurationInt
-
-// Some sqls' line length exceeds 100
-// scalastyle:off line.size.limit
-
-class GlutenClickHouseMergeTreeOptimizeSuite
- extends GlutenClickHouseTPCHAbstractSuite
- with AdaptiveSparkPlanHelper {
-
- override protected val needCopyParquetToTablePath = true
-
- override protected val tablesPath: String = basePath + "/tpch-data"
- override protected val tpchQueries: String = rootPath + "queries/tpch-queries-ch"
- override protected val queriesResults: String = rootPath + "mergetree-queries-output"
-
- /** Run Gluten + ClickHouse Backend with SortShuffleManager */
- override protected def sparkConf: SparkConf = {
- super.sparkConf
- .set("spark.shuffle.manager", "org.apache.spark.shuffle.sort.ColumnarShuffleManager")
- .set("spark.io.compression.codec", "LZ4")
- .set("spark.sql.shuffle.partitions", "5")
- .set("spark.sql.autoBroadcastJoinThreshold", "10MB")
- .set("spark.sql.adaptive.enabled", "true")
- .set("spark.gluten.sql.columnar.backend.ch.runtime_config.logger.level", "error")
- .set(
- "spark.gluten.sql.columnar.backend.ch.runtime_settings.min_insert_block_size_rows",
- "10000"
- )
- .set(
- "spark.databricks.delta.retentionDurationCheck.enabled",
- "false"
- ) // otherwise RETAIN 0 HOURS will fail
- .set(
- "spark.gluten.sql.columnar.backend.ch.runtime_settings.mergetree.merge_after_insert",
- "false")
- .set(
- "spark.gluten.sql.columnar.backend.ch.runtime_settings.input_format_parquet_max_block_size",
- "8192")
- }
-
- override protected def createTPCHNotNullTables(): Unit = {
- createNotNullTPCHTablesInParquet(tablesPath)
- }
-
- test("test mergetree optimize basic") {
- withSQLConf("spark.databricks.delta.optimize.maxFileSize" -> "2000000") {
- spark.sql(s"""
- |DROP TABLE IF EXISTS lineitem_mergetree_optimize;
- |""".stripMargin)
-
- spark.sql(s"""
- |CREATE TABLE IF NOT EXISTS lineitem_mergetree_optimize
- |USING clickhouse
- |LOCATION '$basePath/lineitem_mergetree_optimize'
- | as select * from lineitem
- |""".stripMargin)
-
- spark.sql("optimize lineitem_mergetree_optimize")
- val ret = spark.sql("select count(*) from lineitem_mergetree_optimize").collect()
- assertResult(600572)(ret.apply(0).get(0))
-
- assertResult(462)(
- countFiles(new File(s"$basePath/lineitem_mergetree_optimize"))
- ) // many merged parts
- }
- }
-
- def countFiles(directory: File): Int = {
- if (directory.exists && directory.isDirectory && !directory.getName.equals("_commits")) {
- val files = directory.listFiles
- val count = files
- .filter(!_.getName.endsWith(".crc"))
- .count(_.isFile) + files.filter(_.isDirectory).map(countFiles).sum
- count + 1
- } else {
- 0
- }
- }
-
- test("test mergetree optimize partitioned, each partition too small to trigger optimize") {
- spark.sql(s"""
- |DROP TABLE IF EXISTS lineitem_mergetree_optimize_p;
- |""".stripMargin)
-
- spark.sql(s"""
- |CREATE TABLE IF NOT EXISTS lineitem_mergetree_optimize_p
- |USING clickhouse
- |PARTITIONED BY (l_shipdate)
- |LOCATION '$basePath/lineitem_mergetree_optimize_p'
- | as select * from lineitem
- |""".stripMargin)
-
- spark.sparkContext.setJobGroup("test", "test")
- spark.sql("optimize lineitem_mergetree_optimize_p")
- val job_ids = spark.sparkContext.statusTracker.getJobIdsForGroup("test")
- if (sparkVersion.equals("3.5")) {
- assertResult(4)(job_ids.length)
- } else {
- assertResult(1)(job_ids.length) // will not trigger actual merge job
- }
- spark.sparkContext.clearJobGroup()
-
- val ret = spark.sql("select count(*) from lineitem_mergetree_optimize_p").collect()
- assertResult(600572)(ret.apply(0).get(0))
-
- assertResult(22728)(countFiles(new File(s"$basePath/lineitem_mergetree_optimize_p")))
- spark.sql("VACUUM lineitem_mergetree_optimize_p RETAIN 0 HOURS")
- if (sparkVersion.equals("3.2")) {
- assertResult(22728)(countFiles(new File(s"$basePath/lineitem_mergetree_optimize_p")))
- } else {
- // For Spark 3.3 + Delta 2.3, vacuum command will create two commit files in deltalog dir.
- assertResult(22730)(countFiles(new File(s"$basePath/lineitem_mergetree_optimize_p")))
- }
-
- val ret2 = spark.sql("select count(*) from lineitem_mergetree_optimize_p").collect()
- assertResult(600572)(ret2.apply(0).get(0))
- }
-
- test("test mergetree optimize partitioned by one low card column") {
- spark.sql(s"""
- |DROP TABLE IF EXISTS lineitem_mergetree_optimize_p2;
- |""".stripMargin)
-
- spark.sql(s"""
- |CREATE TABLE IF NOT EXISTS lineitem_mergetree_optimize_p2
- |USING clickhouse
- |PARTITIONED BY (l_returnflag)
- |LOCATION '$basePath/lineitem_mergetree_optimize_p2'
- | as select * from lineitem
- |""".stripMargin)
-
- spark.sparkContext.setJobGroup("test2", "test2")
- spark.sql("optimize lineitem_mergetree_optimize_p2")
- val job_ids = spark.sparkContext.statusTracker.getJobIdsForGroup("test2")
- if (sparkVersion.equals("3.2")) {
- assertResult(7)(job_ids.length) // WILL trigger actual merge job
- } else {
- assertResult(8)(job_ids.length) // WILL trigger actual merge job
- }
-
- spark.sparkContext.clearJobGroup()
-
- val ret = spark.sql("select count(*) from lineitem_mergetree_optimize_p2").collect()
- assertResult(600572)(ret.apply(0).get(0))
-
- assertResult(372)(countFiles(new File(s"$basePath/lineitem_mergetree_optimize_p2")))
- spark.sql("VACUUM lineitem_mergetree_optimize_p2 RETAIN 0 HOURS")
- if (sparkVersion.equals("3.2")) {
- assertResult(239)(countFiles(new File(s"$basePath/lineitem_mergetree_optimize_p2")))
- } else {
- assertResult(241)(countFiles(new File(s"$basePath/lineitem_mergetree_optimize_p2")))
- }
- spark.sql("VACUUM lineitem_mergetree_optimize_p2 RETAIN 0 HOURS")
- // the second VACUUM will remove some empty folders
- if (sparkVersion.equals("3.2")) {
- assertResult(220)(countFiles(new File(s"$basePath/lineitem_mergetree_optimize_p2")))
- } else {
- assertResult(226)(countFiles(new File(s"$basePath/lineitem_mergetree_optimize_p2")))
- }
-
- val ret2 = spark.sql("select count(*) from lineitem_mergetree_optimize_p2").collect()
- assertResult(600572)(ret2.apply(0).get(0))
- }
-
- test("test mergetree optimize partitioned by two low card column") {
- withSQLConf("spark.databricks.delta.vacuum.parallelDelete.enabled" -> "false") {
- spark.sql(s"""
- |DROP TABLE IF EXISTS lineitem_mergetree_optimize_p3;
- |""".stripMargin)
-
- spark.sql(s"""
- |CREATE TABLE IF NOT EXISTS lineitem_mergetree_optimize_p3
- |USING clickhouse
- |PARTITIONED BY (l_linenumber,l_returnflag)
- |LOCATION '$basePath/lineitem_mergetree_optimize_p3'
- | as select * from lineitem
- |""".stripMargin)
-
- spark.sql("optimize lineitem_mergetree_optimize_p3")
- val ret = spark.sql("select count(*) from lineitem_mergetree_optimize_p3").collect()
- assertResult(600572)(ret.apply(0).get(0))
-
- assertResult(516)(countFiles(new File(s"$basePath/lineitem_mergetree_optimize_p3")))
- spark.sql("VACUUM lineitem_mergetree_optimize_p3 RETAIN 0 HOURS")
- if (sparkVersion.equals("3.2")) {
- assertResult(306)(countFiles(new File(s"$basePath/lineitem_mergetree_optimize_p3")))
- } else {
- assertResult(308)(countFiles(new File(s"$basePath/lineitem_mergetree_optimize_p3")))
- }
- spark.sql("VACUUM lineitem_mergetree_optimize_p3 RETAIN 0 HOURS")
- if (sparkVersion.equals("3.2")) {
- assertResult(276)(countFiles(new File(s"$basePath/lineitem_mergetree_optimize_p3")))
- } else {
- assertResult(282)(countFiles(new File(s"$basePath/lineitem_mergetree_optimize_p3")))
- }
-
- val ret2 = spark.sql("select count(*) from lineitem_mergetree_optimize_p3").collect()
- assertResult(600572)(ret2.apply(0).get(0))
- }
- }
-
- test("test mergetree optimize parallel delete") {
- withSQLConf("spark.databricks.delta.vacuum.parallelDelete.enabled" -> "true") {
- spark.sql(s"""
- |DROP TABLE IF EXISTS lineitem_mergetree_optimize_p4;
- |""".stripMargin)
-
- spark.sql(s"""
- |CREATE TABLE IF NOT EXISTS lineitem_mergetree_optimize_p4
- |USING clickhouse
- |PARTITIONED BY (l_linenumber,l_returnflag)
- |LOCATION '$basePath/lineitem_mergetree_optimize_p4'
- | as select * from lineitem
- |""".stripMargin)
-
- spark.sql("optimize lineitem_mergetree_optimize_p4")
- val ret = spark.sql("select count(*) from lineitem_mergetree_optimize_p4").collect()
- assertResult(600572)(ret.apply(0).get(0))
-
- assertResult(516)(countFiles(new File(s"$basePath/lineitem_mergetree_optimize_p4")))
- spark.sql("VACUUM lineitem_mergetree_optimize_p4 RETAIN 0 HOURS")
- if (sparkVersion.equals("3.2")) {
- assertResult(306)(countFiles(new File(s"$basePath/lineitem_mergetree_optimize_p4")))
- } else {
- assertResult(308)(countFiles(new File(s"$basePath/lineitem_mergetree_optimize_p4")))
- }
- spark.sql("VACUUM lineitem_mergetree_optimize_p4 RETAIN 0 HOURS")
- if (sparkVersion.equals("3.2")) {
- assertResult(276)(countFiles(new File(s"$basePath/lineitem_mergetree_optimize_p4")))
- } else {
- assertResult(282)(countFiles(new File(s"$basePath/lineitem_mergetree_optimize_p4")))
- }
-
- val ret2 = spark.sql("select count(*) from lineitem_mergetree_optimize_p4").collect()
- assertResult(600572)(ret2.apply(0).get(0))
- }
- }
-
- test("test mergetree optimize with optimize.minFileSize and optimize.maxFileSize") {
- withSQLConf("spark.databricks.delta.optimize.minFileSize" -> "838000") {
- // 3 from 37 parts are larger than this, so after optimize there should be 4 parts:
- // 3 original parts and 1 merged part
- spark.sql(s"""
- |DROP TABLE IF EXISTS lineitem_mergetree_optimize_p5;
- |""".stripMargin)
-
- spark.sql(s"""
- |CREATE TABLE IF NOT EXISTS lineitem_mergetree_optimize_p5
- |USING clickhouse
- |LOCATION '$basePath/lineitem_mergetree_optimize_p5'
- | as select * from lineitem
- |""".stripMargin)
-
- spark.sql("optimize lineitem_mergetree_optimize_p5")
-
- spark.sql("VACUUM lineitem_mergetree_optimize_p5 RETAIN 0 HOURS")
- spark.sql("VACUUM lineitem_mergetree_optimize_p5 RETAIN 0 HOURS")
- if (sparkVersion.equals("3.2")) {
- assertResult(99)(countFiles(new File(s"$basePath/lineitem_mergetree_optimize_p5")))
- } else {
- // For Spark 3.3 + Delta 2.3, vacuum command will create two commit files in deltalog dir.
- // this case will create a checkpoint
- assertResult(105)(countFiles(new File(s"$basePath/lineitem_mergetree_optimize_p5")))
- }
-
- val ret = spark.sql("select count(*) from lineitem_mergetree_optimize_p5").collect()
- assertResult(600572)(ret.apply(0).get(0))
- }
-
- withSQLConf(
- "spark.databricks.delta.optimize.maxFileSize" -> "10000000",
- "spark.databricks.delta.optimize.minFileSize" -> "838250") {
- // of the remaing 3 original parts, 2 are less than 838250, 1 is larger (size 838255)
- // the merged part is ~27MB, so after optimize there should be 3 parts:
- // 1 merged part from 2 original parts, 1 merged part from 34 original parts
- // and 1 original part (size 838255)
-
- spark.sql("optimize lineitem_mergetree_optimize_p5")
-
- spark.sql("VACUUM lineitem_mergetree_optimize_p5 RETAIN 0 HOURS")
- spark.sql("VACUUM lineitem_mergetree_optimize_p5 RETAIN 0 HOURS")
- if (sparkVersion.equals("3.2")) {
- assertResult(93)(countFiles(new File(s"$basePath/lineitem_mergetree_optimize_p5")))
- } else {
- // For Spark 3.3 + Delta 2.3, vacuum command will create two commit files in deltalog dir.
- assertResult(104)(countFiles(new File(s"$basePath/lineitem_mergetree_optimize_p5")))
- }
-
- val ret = spark.sql("select count(*) from lineitem_mergetree_optimize_p5").collect()
- assertResult(600572)(ret.apply(0).get(0))
- }
-
- // now merge all parts (testing merging from merged parts)
- spark.sql("optimize lineitem_mergetree_optimize_p5")
-
- spark.sql("VACUUM lineitem_mergetree_optimize_p5 RETAIN 0 HOURS")
- spark.sql("VACUUM lineitem_mergetree_optimize_p5 RETAIN 0 HOURS")
- if (sparkVersion.equals("3.2")) {
- assertResult(77)(countFiles(new File(s"$basePath/lineitem_mergetree_optimize_p5")))
- } else {
- // For Spark 3.3 + Delta 2.3, vacuum command will create two commit files in deltalog dir.
- assertResult(93)(countFiles(new File(s"$basePath/lineitem_mergetree_optimize_p5")))
- }
-
- val ret = spark.sql("select count(*) from lineitem_mergetree_optimize_p5").collect()
- assertResult(600572)(ret.apply(0).get(0))
- }
-
- test("test mergetree optimize table with partition and bucket") {
- spark.sql(s"""
- |DROP TABLE IF EXISTS lineitem_mergetree_optimize_p6;
- |""".stripMargin)
-
- spark.sql(s"""
- |CREATE TABLE IF NOT EXISTS lineitem_mergetree_optimize_p6
- |USING clickhouse
- |PARTITIONED BY (l_returnflag)
- |LOCATION '$basePath/lineitem_mergetree_optimize_p6'
- | CLUSTERED BY (l_partkey)
- | ${if (sparkVersion.equals("3.2")) "" else "SORTED BY (l_partkey)"} INTO 2 BUCKETS
- | as select * from lineitem
- |""".stripMargin)
-
- spark.sql("optimize lineitem_mergetree_optimize_p6")
-
- val ret = spark.sql("select count(*) from lineitem_mergetree_optimize_p6").collect()
- assertResult(600572)(ret.apply(0).get(0))
-
- assertResult(countFiles(new File(s"$basePath/lineitem_mergetree_optimize_p6")))(
- if (sparkVersion.equals("3.2")) 499 else 528)
- spark.sql("VACUUM lineitem_mergetree_optimize_p6 RETAIN 0 HOURS")
- spark.sql("VACUUM lineitem_mergetree_optimize_p6 RETAIN 0 HOURS")
- assertResult(countFiles(new File(s"$basePath/lineitem_mergetree_optimize_p6")))(
- if (sparkVersion.equals("3.2")) 315 else 327)
-
- val ret2 = spark.sql("select count(*) from lineitem_mergetree_optimize_p6").collect()
- assertResult(600572)(ret2.apply(0).get(0))
- }
-
- test("test skip index after optimize") {
- withSQLConf(
- "spark.databricks.delta.optimize.maxFileSize" -> "2000000",
- "spark.sql.adaptive.enabled" -> "false") {
- spark.sql(s"""
- |DROP TABLE IF EXISTS lineitem_mergetree_index;
- |""".stripMargin)
-
- spark.sql(s"""
- |CREATE TABLE IF NOT EXISTS lineitem_mergetree_index
- |USING clickhouse
- |LOCATION '$basePath/lineitem_mergetree_index'
- |TBLPROPERTIES('bloomfilterIndexKey'='l_orderkey')
- | as select * from lineitem
- |""".stripMargin)
-
- spark.sql("optimize lineitem_mergetree_index")
- spark.sql("vacuum lineitem_mergetree_index")
-
- val df = spark
- .sql(s"""
- |select count(*) from lineitem_mergetree_index where l_orderkey = '600000'
- |""".stripMargin)
-
- val scanExec = collect(df.queryExecution.executedPlan) {
- case f: FileSourceScanExecTransformer => f
- }
- assertResult(1)(scanExec.size)
- val mergetreeScan = scanExec.head
- val ret = df.collect()
- assertResult(2)(ret.apply(0).get(0))
- val marks = mergetreeScan.metrics("selectedMarks").value
- assertResult(1)(marks)
-
- val directory = new File(s"$basePath/lineitem_mergetree_index")
- val partDir = directory.listFiles().filter(f => f.getName.endsWith("merged")).head
- assert(
- partDir.listFiles().exists(p => p.getName.contains("skp_idx__bloomfilter_l_orderkey.idx")))
-
- }
- }
-
- test("test mergetree optimize with the path based table") {
- val dataPath = s"$basePath/lineitem_mergetree_optimize_path_based"
- clearDataPath(dataPath)
- withSQLConf("spark.databricks.delta.optimize.minFileSize" -> "838000") {
- // 3 from 37 parts are larger than this, so after optimize there should be 4 parts:
- // 3 original parts and 1 merged part
-
- val sourceDF = spark.sql(s"""
- |select * from lineitem
- |""".stripMargin)
-
- sourceDF.write
- .format("clickhouse")
- .mode(SaveMode.Append)
- .save(dataPath)
-
- val clickhouseTable = ClickhouseTable.forPath(spark, dataPath)
- clickhouseTable.optimize().executeCompaction()
-
- clickhouseTable.vacuum(0.0)
- clickhouseTable.vacuum(0.0)
- if (sparkVersion.equals("3.2")) {
- assertResult(99)(countFiles(new File(dataPath)))
- } else {
- assertResult(105)(countFiles(new File(dataPath)))
- }
-
- val ret = spark.sql(s"select count(*) from clickhouse.`$dataPath`").collect()
- assertResult(600572)(ret.apply(0).get(0))
- }
-
- withSQLConf(
- "spark.databricks.delta.optimize.maxFileSize" -> "10000000",
- "spark.databricks.delta.optimize.minFileSize" -> "838250") {
- // of the remaing 3 original parts, 2 are less than 838250, 1 is larger (size 838255)
- // the merged part is ~27MB, so after optimize there should be 3 parts:
- // 1 merged part from 2 original parts, 1 merged part from 34 original parts
- // and 1 original part (size 838255)
-
- val clickhouseTable = ClickhouseTable.forPath(spark, dataPath)
- clickhouseTable.optimize().executeCompaction()
-
- clickhouseTable.vacuum(0.0)
- clickhouseTable.vacuum(0.0)
- if (sparkVersion.equals("3.2")) {
- assertResult(93)(countFiles(new File(dataPath)))
- } else {
- assertResult(104)(countFiles(new File(dataPath)))
- }
-
- val ret = spark.sql(s"select count(*) from clickhouse.`$dataPath`").collect()
- assertResult(600572)(ret.apply(0).get(0))
- }
-
- // now merge all parts (testing merging from merged parts)
- val clickhouseTable = ClickhouseTable.forPath(spark, dataPath)
- clickhouseTable.optimize().executeCompaction()
-
- clickhouseTable.vacuum(0.0)
- clickhouseTable.vacuum(0.0)
- if (sparkVersion.equals("3.2")) {
- assertResult(77)(countFiles(new File(dataPath)))
- } else {
- assertResult(93)(countFiles(new File(dataPath)))
- }
-
- val ret = spark.sql(s"select count(*) from clickhouse.`$dataPath`").collect()
- assertResult(600572)(ret.apply(0).get(0))
- }
-
- test("test mergetree insert with optimize basic") {
- withSQLConf(
- "spark.databricks.delta.optimize.minFileSize" -> "200000000",
- "spark.gluten.sql.columnar.backend.ch.runtime_settings.mergetree.merge_after_insert" -> "true"
- ) {
- spark.sql(s"""
- |DROP TABLE IF EXISTS lineitem_mergetree_insert_optimize_basic;
- |""".stripMargin)
-
- spark.sql(s"""
- |CREATE TABLE IF NOT EXISTS lineitem_mergetree_insert_optimize_basic
- |USING clickhouse
- |LOCATION '$basePath/lineitem_mergetree_insert_optimize_basic'
- | as select * from lineitem
- |""".stripMargin)
-
- val ret = spark.sql("select count(*) from lineitem_mergetree_insert_optimize_basic").collect()
- assertResult(600572)(ret.apply(0).get(0))
- eventually(timeout(60.seconds), interval(3.seconds)) {
- assertResult(2)(
- new File(s"$basePath/lineitem_mergetree_insert_optimize_basic").listFiles().length
- )
- }
- }
- }
-}
-// scalastyle:off line.size.limit
diff --git a/backends-clickhouse/src/test/scala/org/apache/gluten/execution/GlutenClickHouseMergeTreePathBasedWriteSuite.scala b/backends-clickhouse/src/test/scala/org/apache/gluten/execution/GlutenClickHouseMergeTreePathBasedWriteSuite.scala
index 129f5405c28f..34ffecb45833 100644
--- a/backends-clickhouse/src/test/scala/org/apache/gluten/execution/GlutenClickHouseMergeTreePathBasedWriteSuite.scala
+++ b/backends-clickhouse/src/test/scala/org/apache/gluten/execution/GlutenClickHouseMergeTreePathBasedWriteSuite.scala
@@ -759,8 +759,8 @@ class GlutenClickHouseMergeTreePathBasedWriteSuite
sourceDF.write
.format("clickhouse")
- .partitionBy("l_shipdate")
- .option("clickhouse.orderByKey", "l_orderkey,l_returnflag")
+ .partitionBy("l_returnflag")
+ .option("clickhouse.orderByKey", "l_orderkey")
.option("clickhouse.primaryKey", "l_orderkey")
.option("clickhouse.numBuckets", "4")
.option("clickhouse.bucketColumnNames", "l_partkey")
@@ -807,13 +807,13 @@ class GlutenClickHouseMergeTreePathBasedWriteSuite
val buckets = ClickHouseTableV2.getTable(fileIndex.deltaLog).bucketOption
assert(buckets.isDefined)
assertResult(4)(buckets.get.numBuckets)
- assertResult("l_orderkey,l_returnflag")(
+ assertResult("l_orderkey")(
buckets.get.sortColumnNames
.mkString(","))
assertResult("l_partkey")(
buckets.get.bucketColumnNames
.mkString(","))
- assertResult("l_orderkey,l_returnflag")(
+ assertResult("l_orderkey")(
ClickHouseTableV2
.getTable(fileIndex.deltaLog)
.orderByKeyOption
@@ -826,20 +826,21 @@ class GlutenClickHouseMergeTreePathBasedWriteSuite
.get
.mkString(","))
assertResult(1)(ClickHouseTableV2.getTable(fileIndex.deltaLog).partitionColumns.size)
- assertResult("l_shipdate")(
+ assertResult("l_returnflag")(
ClickHouseTableV2
.getTable(fileIndex.deltaLog)
.partitionColumns
.head)
val addFiles = fileIndex.matchingFiles(Nil, Nil).map(f => f.asInstanceOf[AddMergeTreeParts])
- assertResult(10089)(addFiles.size)
+ assertResult(12)(addFiles.size)
assertResult(600572)(addFiles.map(_.rows).sum)
- assertResult(4)(addFiles.count(_.partitionValues("l_shipdate").equals("1992-06-01")))
- assertResult(4)(addFiles.count(_.partitionValues("l_shipdate").equals("1993-01-01")))
- assertResult(4)(addFiles.count(_.partitionValues("l_shipdate").equals("1995-01-21")))
- assertResult(1)(addFiles.count(
- f => f.partitionValues("l_shipdate").equals("1995-01-21") && f.bucketNum.equals("00000")))
+ assertResult(4)(addFiles.count(_.partitionValues("l_returnflag").equals("A")))
+ assertResult(4)(addFiles.count(_.partitionValues("l_returnflag").equals("N")))
+ assertResult(4)(addFiles.count(_.partitionValues("l_returnflag").equals("R")))
+ assertResult(1)(
+ addFiles.count(
+ f => f.partitionValues("l_returnflag").equals("A") && f.bucketNum.equals("00000")))
}
// check part pruning effect of filter on bucket column
val df = spark.sql(s"""
@@ -854,7 +855,7 @@ class GlutenClickHouseMergeTreePathBasedWriteSuite
.flatMap(partition => partition.asInstanceOf[GlutenMergeTreePartition].partList)
.map(_.name)
.distinct
- assertResult(4)(touchedParts.size)
+ assertResult(12)(touchedParts.size)
// test upsert on partitioned & bucketed table
upsertSourceTableAndCheck(dataPath)
diff --git a/backends-clickhouse/src/test/scala/org/apache/gluten/execution/GlutenClickHouseMergeTreeWriteOnHDFSSuite.scala b/backends-clickhouse/src/test/scala/org/apache/gluten/execution/GlutenClickHouseMergeTreeWriteOnHDFSSuite.scala
deleted file mode 100644
index bbfac80a7374..000000000000
--- a/backends-clickhouse/src/test/scala/org/apache/gluten/execution/GlutenClickHouseMergeTreeWriteOnHDFSSuite.scala
+++ /dev/null
@@ -1,660 +0,0 @@
-/*
- * 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.gluten.execution
-
-import org.apache.spark.SparkConf
-import org.apache.spark.sql.SaveMode
-import org.apache.spark.sql.delta.catalog.ClickHouseTableV2
-import org.apache.spark.sql.delta.files.TahoeFileIndex
-import org.apache.spark.sql.execution.adaptive.AdaptiveSparkPlanHelper
-import org.apache.spark.sql.execution.datasources.v2.clickhouse.metadata.AddMergeTreeParts
-
-import org.apache.commons.io.FileUtils
-import org.apache.hadoop.conf.Configuration
-import org.apache.hadoop.fs.{FileSystem, Path}
-
-import java.io.File
-
-import scala.concurrent.duration.DurationInt
-
-// Some sqls' line length exceeds 100
-// scalastyle:off line.size.limit
-
-class GlutenClickHouseMergeTreeWriteOnHDFSSuite
- extends GlutenClickHouseTPCHAbstractSuite
- with AdaptiveSparkPlanHelper {
-
- override protected val needCopyParquetToTablePath = true
-
- override protected val tablesPath: String = basePath + "/tpch-data"
- override protected val tpchQueries: String = rootPath + "queries/tpch-queries-ch"
- override protected val queriesResults: String = rootPath + "mergetree-queries-output"
-
- override protected def createTPCHNotNullTables(): Unit = {
- createNotNullTPCHTablesInParquet(tablesPath)
- }
-
- override protected def sparkConf: SparkConf = {
- super.sparkConf
- .set("spark.shuffle.manager", "org.apache.spark.shuffle.sort.ColumnarShuffleManager")
- .set("spark.io.compression.codec", "LZ4")
- .set("spark.sql.shuffle.partitions", "5")
- .set("spark.sql.autoBroadcastJoinThreshold", "10MB")
- .set("spark.sql.adaptive.enabled", "true")
- .set("spark.gluten.sql.columnar.backend.ch.runtime_config.logger.level", "error")
- .set(
- "spark.gluten.sql.columnar.backend.ch.runtime_settings.mergetree.merge_after_insert",
- "false")
- // .set("spark.gluten.sql.columnar.backend.ch.runtime_config.path", "/data") // for local test
- }
-
- override protected def beforeEach(): Unit = {
- super.beforeEach()
- val conf = new Configuration
- conf.set("fs.defaultFS", HDFS_URL)
- val fs = FileSystem.get(conf)
- fs.delete(new org.apache.hadoop.fs.Path(HDFS_URL), true)
- FileUtils.deleteDirectory(new File(HDFS_METADATA_PATH))
- FileUtils.forceMkdir(new File(HDFS_METADATA_PATH))
- }
-
- override protected def afterEach(): Unit = {
- super.afterEach()
- FileUtils.deleteDirectory(new File(HDFS_METADATA_PATH))
- }
-
- test("test mergetree table write") {
- spark.sql(s"""
- |DROP TABLE IF EXISTS lineitem_mergetree_hdfs;
- |""".stripMargin)
-
- spark.sql(s"""
- |CREATE TABLE IF NOT EXISTS lineitem_mergetree_hdfs
- |(
- | l_orderkey bigint,
- | l_partkey bigint,
- | l_suppkey bigint,
- | l_linenumber bigint,
- | l_quantity double,
- | l_extendedprice double,
- | l_discount double,
- | l_tax double,
- | l_returnflag string,
- | l_linestatus string,
- | l_shipdate date,
- | l_commitdate date,
- | l_receiptdate date,
- | l_shipinstruct string,
- | l_shipmode string,
- | l_comment string
- |)
- |USING clickhouse
- |LOCATION '$HDFS_URL/test/lineitem_mergetree_hdfs'
- |TBLPROPERTIES (storage_policy='__hdfs_main')
- |""".stripMargin)
-
- spark.sql(s"""
- | insert into table lineitem_mergetree_hdfs
- | select * from lineitem
- |""".stripMargin)
- FileUtils.deleteDirectory(new File(HDFS_METADATA_PATH))
- val sqlStr =
- s"""
- |SELECT
- | l_returnflag,
- | l_linestatus,
- | sum(l_quantity) AS sum_qty,
- | sum(l_extendedprice) AS sum_base_price,
- | sum(l_extendedprice * (1 - l_discount)) AS sum_disc_price,
- | sum(l_extendedprice * (1 - l_discount) * (1 + l_tax)) AS sum_charge,
- | avg(l_quantity) AS avg_qty,
- | avg(l_extendedprice) AS avg_price,
- | avg(l_discount) AS avg_disc,
- | count(*) AS count_order
- |FROM
- | lineitem_mergetree_hdfs
- |WHERE
- | l_shipdate <= date'1998-09-02' - interval 1 day
- |GROUP BY
- | l_returnflag,
- | l_linestatus
- |ORDER BY
- | l_returnflag,
- | l_linestatus;
- |
- |""".stripMargin
- runTPCHQueryBySQL(1, sqlStr) {
- df =>
- val scanExec = collect(df.queryExecution.executedPlan) {
- case f: FileSourceScanExecTransformer => f
- }
- assertResult(1)(scanExec.size)
-
- val mergetreeScan = scanExec.head
- assert(mergetreeScan.nodeName.startsWith("Scan mergetree"))
-
- val fileIndex = mergetreeScan.relation.location.asInstanceOf[TahoeFileIndex]
- assert(ClickHouseTableV2.getTable(fileIndex.deltaLog).clickhouseTableConfigs.nonEmpty)
- assert(ClickHouseTableV2.getTable(fileIndex.deltaLog).bucketOption.isEmpty)
- assert(ClickHouseTableV2.getTable(fileIndex.deltaLog).orderByKeyOption.isEmpty)
- assert(ClickHouseTableV2.getTable(fileIndex.deltaLog).primaryKeyOption.isEmpty)
- assert(ClickHouseTableV2.getTable(fileIndex.deltaLog).partitionColumns.isEmpty)
- val addFiles = fileIndex.matchingFiles(Nil, Nil).map(f => f.asInstanceOf[AddMergeTreeParts])
- assertResult(1)(addFiles.size)
- assertResult(600572)(addFiles.head.rows)
- }
- spark.sql("drop table lineitem_mergetree_hdfs")
- }
-
- test("test mergetree write with orderby keys / primary keys") {
- spark.sql(s"""
- |DROP TABLE IF EXISTS lineitem_mergetree_orderbykey_hdfs;
- |""".stripMargin)
-
- spark.sql(s"""
- |CREATE TABLE IF NOT EXISTS lineitem_mergetree_orderbykey_hdfs
- |(
- | l_orderkey bigint,
- | l_partkey bigint,
- | l_suppkey bigint,
- | l_linenumber bigint,
- | l_quantity double,
- | l_extendedprice double,
- | l_discount double,
- | l_tax double,
- | l_returnflag string,
- | l_linestatus string,
- | l_shipdate date,
- | l_commitdate date,
- | l_receiptdate date,
- | l_shipinstruct string,
- | l_shipmode string,
- | l_comment string
- |)
- |USING clickhouse
- |TBLPROPERTIES (storage_policy='__hdfs_main',
- | orderByKey='l_shipdate,l_orderkey',
- | primaryKey='l_shipdate')
- |LOCATION '$HDFS_URL/test/lineitem_mergetree_orderbykey_hdfs'
- |""".stripMargin)
-
- spark.sql(s"""
- | insert into table lineitem_mergetree_orderbykey_hdfs
- | select * from lineitem
- |""".stripMargin)
-
- val sqlStr =
- s"""
- |SELECT
- | l_returnflag,
- | l_linestatus,
- | sum(l_quantity) AS sum_qty,
- | sum(l_extendedprice) AS sum_base_price,
- | sum(l_extendedprice * (1 - l_discount)) AS sum_disc_price,
- | sum(l_extendedprice * (1 - l_discount) * (1 + l_tax)) AS sum_charge,
- | avg(l_quantity) AS avg_qty,
- | avg(l_extendedprice) AS avg_price,
- | avg(l_discount) AS avg_disc,
- | count(*) AS count_order
- |FROM
- | lineitem_mergetree_orderbykey_hdfs
- |WHERE
- | l_shipdate <= date'1998-09-02' - interval 1 day
- |GROUP BY
- | l_returnflag,
- | l_linestatus
- |ORDER BY
- | l_returnflag,
- | l_linestatus;
- |
- |""".stripMargin
- runTPCHQueryBySQL(1, sqlStr) {
- df =>
- val scanExec = collect(df.queryExecution.executedPlan) {
- case f: FileSourceScanExecTransformer => f
- }
- assertResult(1)(scanExec.size)
-
- val mergetreeScan = scanExec.head
- assert(mergetreeScan.nodeName.startsWith("Scan mergetree"))
-
- val fileIndex = mergetreeScan.relation.location.asInstanceOf[TahoeFileIndex]
- assert(ClickHouseTableV2.getTable(fileIndex.deltaLog).clickhouseTableConfigs.nonEmpty)
- assert(ClickHouseTableV2.getTable(fileIndex.deltaLog).bucketOption.isEmpty)
- assertResult("l_shipdate,l_orderkey")(
- ClickHouseTableV2
- .getTable(fileIndex.deltaLog)
- .orderByKeyOption
- .get
- .mkString(","))
- assertResult("l_shipdate")(
- ClickHouseTableV2
- .getTable(fileIndex.deltaLog)
- .primaryKeyOption
- .get
- .mkString(","))
- assert(ClickHouseTableV2.getTable(fileIndex.deltaLog).partitionColumns.isEmpty)
- val addFiles = fileIndex.matchingFiles(Nil, Nil).map(f => f.asInstanceOf[AddMergeTreeParts])
- assertResult(1)(addFiles.size)
- assertResult(600572)(addFiles.head.rows)
- }
- spark.sql("drop table lineitem_mergetree_orderbykey_hdfs")
- }
-
- test("test mergetree write with partition") {
- spark.sql(s"""
- |DROP TABLE IF EXISTS lineitem_mergetree_partition_hdfs;
- |""".stripMargin)
-
- spark.sql(s"""
- |CREATE TABLE IF NOT EXISTS lineitem_mergetree_partition_hdfs
- |(
- | l_orderkey bigint,
- | l_partkey bigint,
- | l_suppkey bigint,
- | l_linenumber bigint,
- | l_quantity double,
- | l_extendedprice double,
- | l_discount double,
- | l_tax double,
- | l_returnflag string,
- | l_linestatus string,
- | l_shipdate date,
- | l_commitdate date,
- | l_receiptdate date,
- | l_shipinstruct string,
- | l_shipmode string,
- | l_comment string
- |)
- |USING clickhouse
- |PARTITIONED BY (l_returnflag)
- |TBLPROPERTIES (storage_policy='__hdfs_main',
- | orderByKey='l_orderkey',
- | primaryKey='l_orderkey')
- |LOCATION '$HDFS_URL/test/lineitem_mergetree_partition_hdfs'
- |""".stripMargin)
-
- // dynamic partitions
- spark.sql(s"""
- | insert into table lineitem_mergetree_partition_hdfs
- | select * from lineitem
- |""".stripMargin)
-
- // write with dataframe api
- val source = spark.sql(s"""
- |select
- | l_orderkey ,
- | l_partkey ,
- | l_suppkey ,
- | l_linenumber ,
- | l_quantity ,
- | l_extendedprice ,
- | l_discount ,
- | l_tax ,
- | l_returnflag ,
- | l_linestatus ,
- | l_shipdate ,
- | l_commitdate ,
- | l_receiptdate ,
- | l_shipinstruct ,
- | l_shipmode ,
- | l_comment
- | from lineitem
- | where l_shipdate BETWEEN date'1993-01-01' AND date'1993-01-10'
- |""".stripMargin)
-
- source.write
- .format("clickhouse")
- .mode(SaveMode.Append)
- .insertInto("lineitem_mergetree_partition_hdfs")
-
- // static partition
- spark.sql(s"""
- | insert into lineitem_mergetree_partition_hdfs PARTITION (l_returnflag = 'A')
- | (l_shipdate,
- | l_orderkey,
- | l_partkey,
- | l_suppkey,
- | l_linenumber,
- | l_quantity,
- | l_extendedprice,
- | l_discount,
- | l_tax,
- | l_linestatus,
- | l_commitdate,
- | l_receiptdate,
- | l_shipinstruct,
- | l_shipmode,
- | l_comment)
- | select
- | l_shipdate,
- | l_orderkey,
- | l_partkey,
- | l_suppkey,
- | l_linenumber,
- | l_quantity,
- | l_extendedprice,
- | l_discount,
- | l_tax,
- | l_linestatus,
- | l_commitdate,
- | l_receiptdate,
- | l_shipinstruct,
- | l_shipmode,
- | l_comment from lineitem
- | where l_returnflag = 'A'
- |""".stripMargin)
-
- val sqlStr =
- s"""
- |SELECT
- | l_returnflag,
- | l_linestatus,
- | sum(l_quantity) AS sum_qty,
- | sum(l_extendedprice) AS sum_base_price,
- | sum(l_extendedprice * (1 - l_discount)) AS sum_disc_price,
- | sum(l_extendedprice * (1 - l_discount) * (1 + l_tax)) AS sum_charge,
- | avg(l_quantity) AS avg_qty,
- | avg(l_extendedprice) AS avg_price,
- | avg(l_discount) AS avg_disc,
- | count(*) AS count_order
- |FROM
- | lineitem_mergetree_partition_hdfs
- |WHERE
- | l_shipdate <= date'1998-09-02' - interval 1 day
- |GROUP BY
- | l_returnflag,
- | l_linestatus
- |ORDER BY
- | l_returnflag,
- | l_linestatus;
- |
- |""".stripMargin
- runTPCHQueryBySQL(1, sqlStr, compareResult = false) {
- df =>
- val result = df.collect()
- assertResult(4)(result.length)
- assertResult("A")(result(0).getString(0))
- assertResult("F")(result(0).getString(1))
- assertResult(7578058.0)(result(0).getDouble(2))
-
- assertResult("N")(result(2).getString(0))
- assertResult("O")(result(2).getString(1))
- assertResult(7454519.0)(result(2).getDouble(2))
-
- val scanExec = collect(df.queryExecution.executedPlan) {
- case f: FileSourceScanExecTransformer => f
- }
- assertResult(1)(scanExec.size)
-
- val mergetreeScan = scanExec.head
- assert(mergetreeScan.nodeName.startsWith("Scan mergetree"))
- assertResult(6)(mergetreeScan.metrics("numFiles").value)
-
- val fileIndex = mergetreeScan.relation.location.asInstanceOf[TahoeFileIndex]
- assert(ClickHouseTableV2.getTable(fileIndex.deltaLog).clickhouseTableConfigs.nonEmpty)
- assert(ClickHouseTableV2.getTable(fileIndex.deltaLog).bucketOption.isEmpty)
- assertResult("l_orderkey")(
- ClickHouseTableV2
- .getTable(fileIndex.deltaLog)
- .orderByKeyOption
- .get
- .mkString(","))
- assertResult("l_orderkey")(
- ClickHouseTableV2
- .getTable(fileIndex.deltaLog)
- .primaryKeyOption
- .get
- .mkString(","))
- assertResult(1)(ClickHouseTableV2.getTable(fileIndex.deltaLog).partitionColumns.size)
- assertResult("l_returnflag")(
- ClickHouseTableV2
- .getTable(fileIndex.deltaLog)
- .partitionColumns
- .head)
- val addFiles = fileIndex.matchingFiles(Nil, Nil).map(f => f.asInstanceOf[AddMergeTreeParts])
-
- assertResult(6)(addFiles.size)
- assertResult(750735)(addFiles.map(_.rows).sum)
- }
- spark.sql("drop table lineitem_mergetree_partition_hdfs")
- }
-
- test("test mergetree write with bucket table") {
- spark.sql(s"""
- |DROP TABLE IF EXISTS lineitem_mergetree_bucket_hdfs;
- |""".stripMargin)
-
- spark.sql(s"""
- |CREATE TABLE IF NOT EXISTS lineitem_mergetree_bucket_hdfs
- |(
- | l_orderkey bigint,
- | l_partkey bigint,
- | l_suppkey bigint,
- | l_linenumber bigint,
- | l_quantity double,
- | l_extendedprice double,
- | l_discount double,
- | l_tax double,
- | l_returnflag string,
- | l_linestatus string,
- | l_shipdate date,
- | l_commitdate date,
- | l_receiptdate date,
- | l_shipinstruct string,
- | l_shipmode string,
- | l_comment string
- |)
- |USING clickhouse
- |PARTITIONED BY (l_returnflag)
- |CLUSTERED BY (l_orderkey)
- |${if (sparkVersion.equals("3.2")) "" else "SORTED BY (l_partkey)"} INTO 4 BUCKETS
- |LOCATION '$HDFS_URL/test/lineitem_mergetree_bucket_hdfs'
- |TBLPROPERTIES (storage_policy='__hdfs_main')
- |""".stripMargin)
-
- spark.sql(s"""
- | insert into table lineitem_mergetree_bucket_hdfs
- | select * from lineitem
- |""".stripMargin)
-
- val sqlStr =
- s"""
- |SELECT
- | l_returnflag,
- | l_linestatus,
- | sum(l_quantity) AS sum_qty,
- | sum(l_extendedprice) AS sum_base_price,
- | sum(l_extendedprice * (1 - l_discount)) AS sum_disc_price,
- | sum(l_extendedprice * (1 - l_discount) * (1 + l_tax)) AS sum_charge,
- | avg(l_quantity) AS avg_qty,
- | avg(l_extendedprice) AS avg_price,
- | avg(l_discount) AS avg_disc,
- | count(*) AS count_order
- |FROM
- | lineitem_mergetree_bucket_hdfs
- |WHERE
- | l_shipdate <= date'1998-09-02' - interval 1 day
- |GROUP BY
- | l_returnflag,
- | l_linestatus
- |ORDER BY
- | l_returnflag,
- | l_linestatus;
- |
- |""".stripMargin
- runTPCHQueryBySQL(1, sqlStr) {
- df =>
- val scanExec = collect(df.queryExecution.executedPlan) {
- case f: FileSourceScanExecTransformer => f
- }
- assertResult(1)(scanExec.size)
-
- val mergetreeScan = scanExec.head
- assert(mergetreeScan.nodeName.startsWith("Scan mergetree"))
-
- val fileIndex = mergetreeScan.relation.location.asInstanceOf[TahoeFileIndex]
- assert(ClickHouseTableV2.getTable(fileIndex.deltaLog).clickhouseTableConfigs.nonEmpty)
- assert(ClickHouseTableV2.getTable(fileIndex.deltaLog).bucketOption.isDefined)
- if (sparkVersion.equals("3.2")) {
- assert(ClickHouseTableV2.getTable(fileIndex.deltaLog).orderByKeyOption.isEmpty)
- } else {
- assertResult("l_partkey")(
- ClickHouseTableV2
- .getTable(fileIndex.deltaLog)
- .orderByKeyOption
- .get
- .mkString(","))
- }
- assert(ClickHouseTableV2.getTable(fileIndex.deltaLog).primaryKeyOption.isEmpty)
- assertResult(1)(ClickHouseTableV2.getTable(fileIndex.deltaLog).partitionColumns.size)
- assertResult("l_returnflag")(
- ClickHouseTableV2
- .getTable(fileIndex.deltaLog)
- .partitionColumns
- .head)
- val addFiles = fileIndex.matchingFiles(Nil, Nil).map(f => f.asInstanceOf[AddMergeTreeParts])
-
- assertResult(12)(addFiles.size)
- assertResult(600572)(addFiles.map(_.rows).sum)
- }
- spark.sql("drop table lineitem_mergetree_bucket_hdfs")
- }
-
- test("test mergetree write with the path based") {
- val dataPath = s"$HDFS_URL/test/lineitem_mergetree_bucket_hdfs"
-
- val sourceDF = spark.sql(s"""
- |select * from lineitem
- |""".stripMargin)
-
- sourceDF.write
- .format("clickhouse")
- .mode(SaveMode.Append)
- .partitionBy("l_returnflag")
- .option("clickhouse.orderByKey", "l_orderkey")
- .option("clickhouse.primaryKey", "l_orderkey")
- .option("clickhouse.numBuckets", "4")
- .option("clickhouse.bucketColumnNames", "l_orderkey")
- .option("clickhouse.storage_policy", "__hdfs_main")
- .save(dataPath)
-
- val sqlStr =
- s"""
- |SELECT
- | l_returnflag,
- | l_linestatus,
- | sum(l_quantity) AS sum_qty,
- | sum(l_extendedprice) AS sum_base_price,
- | sum(l_extendedprice * (1 - l_discount)) AS sum_disc_price,
- | sum(l_extendedprice * (1 - l_discount) * (1 + l_tax)) AS sum_charge,
- | avg(l_quantity) AS avg_qty,
- | avg(l_extendedprice) AS avg_price,
- | avg(l_discount) AS avg_disc,
- | count(*) AS count_order
- |FROM
- | clickhouse.`$dataPath`
- |WHERE
- | l_shipdate <= date'1998-09-02' - interval 1 day
- |GROUP BY
- | l_returnflag,
- | l_linestatus
- |ORDER BY
- | l_returnflag,
- | l_linestatus;
- |
- |""".stripMargin
- runTPCHQueryBySQL(1, sqlStr) {
- df =>
- val scanExec = collect(df.queryExecution.executedPlan) {
- case f: FileSourceScanExecTransformer => f
- }
- assertResult(1)(scanExec.size)
-
- val mergetreeScan = scanExec.head
- assert(mergetreeScan.nodeName.startsWith("Scan mergetree"))
-
- val fileIndex = mergetreeScan.relation.location.asInstanceOf[TahoeFileIndex]
- assert(ClickHouseTableV2.getTable(fileIndex.deltaLog).clickhouseTableConfigs.nonEmpty)
- assert(ClickHouseTableV2.getTable(fileIndex.deltaLog).bucketOption.isDefined)
- assertResult("l_orderkey")(
- ClickHouseTableV2
- .getTable(fileIndex.deltaLog)
- .orderByKeyOption
- .get
- .mkString(","))
- assert(ClickHouseTableV2.getTable(fileIndex.deltaLog).primaryKeyOption.nonEmpty)
- assertResult(1)(ClickHouseTableV2.getTable(fileIndex.deltaLog).partitionColumns.size)
- assertResult("l_returnflag")(
- ClickHouseTableV2
- .getTable(fileIndex.deltaLog)
- .partitionColumns
- .head)
- val addFiles = fileIndex.matchingFiles(Nil, Nil).map(f => f.asInstanceOf[AddMergeTreeParts])
-
- assertResult(12)(addFiles.size)
- assertResult(600572)(addFiles.map(_.rows).sum)
- }
-
- val result = spark.read
- .format("clickhouse")
- .load(dataPath)
- .count()
- assertResult(600572)(result)
- }
-
- test("test mergetree insert with optimize basic") {
- val tableName = "lineitem_mergetree_insert_optimize_basic_hdfs"
- val dataPath = s"$HDFS_URL/test/$tableName"
-
- withSQLConf(
- "spark.databricks.delta.optimize.minFileSize" -> "200000000",
- "spark.gluten.sql.columnar.backend.ch.runtime_settings.mergetree.merge_after_insert" -> "true",
- "spark.gluten.sql.columnar.backend.ch.runtime_settings.mergetree.insert_without_local_storage" -> "true",
- "spark.gluten.sql.columnar.backend.ch.runtime_settings.min_insert_block_size_rows" -> "10000"
- ) {
- spark.sql(s"""
- |DROP TABLE IF EXISTS $tableName;
- |""".stripMargin)
-
- spark.sql(s"""
- |CREATE TABLE IF NOT EXISTS $tableName
- |USING clickhouse
- |LOCATION '$dataPath'
- |TBLPROPERTIES (storage_policy='__hdfs_main')
- | as select * from lineitem
- |""".stripMargin)
-
- val ret = spark.sql(s"select count(*) from $tableName").collect()
- assertResult(600572)(ret.apply(0).get(0))
- val conf = new Configuration
- conf.set("fs.defaultFS", HDFS_URL)
- val fs = FileSystem.get(conf)
-
- eventually(timeout(60.seconds), interval(2.seconds)) {
- val it = fs.listFiles(new Path(dataPath), true)
- var files = 0
- while (it.hasNext) {
- it.next()
- files += 1
- }
- assertResult(4)(files)
- }
- }
- }
-}
-// scalastyle:off line.size.limit
diff --git a/backends-clickhouse/src/test/scala/org/apache/gluten/execution/GlutenClickHouseMergeTreeWriteOnS3Suite.scala b/backends-clickhouse/src/test/scala/org/apache/gluten/execution/GlutenClickHouseMergeTreeWriteOnS3Suite.scala
index 30f443265cae..c95b78858322 100644
--- a/backends-clickhouse/src/test/scala/org/apache/gluten/execution/GlutenClickHouseMergeTreeWriteOnS3Suite.scala
+++ b/backends-clickhouse/src/test/scala/org/apache/gluten/execution/GlutenClickHouseMergeTreeWriteOnS3Suite.scala
@@ -30,6 +30,8 @@ import io.minio.messages.DeleteObject
import java.io.File
import java.util
+import scala.concurrent.duration.DurationInt
+
// Some sqls' line length exceeds 100
// scalastyle:off line.size.limit
@@ -43,6 +45,12 @@ class GlutenClickHouseMergeTreeWriteOnS3Suite
override protected val tpchQueries: String = rootPath + "queries/tpch-queries-ch"
override protected val queriesResults: String = rootPath + "mergetree-queries-output"
+ private val client = MinioClient
+ .builder()
+ .endpoint(MINIO_ENDPOINT)
+ .credentials(S3_ACCESS_KEY, S3_SECRET_KEY)
+ .build()
+
override protected def createTPCHNotNullTables(): Unit = {
createNotNullTPCHTablesInParquet(tablesPath)
}
@@ -60,11 +68,6 @@ class GlutenClickHouseMergeTreeWriteOnS3Suite
override protected def beforeEach(): Unit = {
super.beforeEach()
- val client = MinioClient
- .builder()
- .endpoint(MINIO_ENDPOINT)
- .credentials(S3_ACCESS_KEY, S3_SECRET_KEY)
- .build()
if (client.bucketExists(BucketExistsArgs.builder().bucket(BUCKET_NAME).build())) {
val results =
client.listObjects(ListObjectsArgs.builder().bucket(BUCKET_NAME).recursive(true).build())
@@ -168,9 +171,42 @@ class GlutenClickHouseMergeTreeWriteOnS3Suite
assertResult(1)(addFiles.size)
assertResult(600572)(addFiles.head.rows)
}
+ eventually(timeout(10.seconds), interval(2.seconds)) {
+ verifyS3CompactFileExist("lineitem_mergetree_s3")
+ }
spark.sql("drop table lineitem_mergetree_s3") // clean up
}
+ private def verifyS3CompactFileExist(table: String): Unit = {
+ val args = ListObjectsArgs
+ .builder()
+ .bucket(BUCKET_NAME)
+ .recursive(true)
+ .prefix(table)
+ .build()
+ var objectCount: Int = 0
+ var metadataGlutenExist: Boolean = false
+ var metadataBinExist: Boolean = false
+ var dataBinExist: Boolean = false
+ client
+ .listObjects(args)
+ .forEach(
+ obj => {
+ objectCount += 1
+ if (obj.get().objectName().contains("metadata.gluten")) {
+ metadataGlutenExist = true
+ } else if (obj.get().objectName().contains("meta.bin")) {
+ metadataBinExist = true
+ } else if (obj.get().objectName().contains("data.bin")) {
+ dataBinExist = true
+ }
+ })
+ assertResult(5)(objectCount)
+ assert(metadataGlutenExist)
+ assert(metadataBinExist)
+ assert(dataBinExist)
+ }
+
test("test mergetree write with orderby keys / primary keys") {
spark.sql(s"""
|DROP TABLE IF EXISTS lineitem_mergetree_orderbykey_s3;
@@ -635,6 +671,7 @@ class GlutenClickHouseMergeTreeWriteOnS3Suite
withSQLConf(
"spark.databricks.delta.optimize.minFileSize" -> "200000000",
+ "spark.gluten.sql.columnar.backend.ch.runtime_settings.mergetree.insert_without_local_storage" -> "true",
"spark.gluten.sql.columnar.backend.ch.runtime_settings.mergetree.merge_after_insert" -> "true"
) {
spark.sql(s"""
diff --git a/backends-clickhouse/src/test/scala/org/apache/gluten/execution/GlutenClickHouseMergeTreeWriteSuite.scala b/backends-clickhouse/src/test/scala/org/apache/gluten/execution/GlutenClickHouseMergeTreeWriteSuite.scala
index e88eb1fedd42..3b7606daac6b 100644
--- a/backends-clickhouse/src/test/scala/org/apache/gluten/execution/GlutenClickHouseMergeTreeWriteSuite.scala
+++ b/backends-clickhouse/src/test/scala/org/apache/gluten/execution/GlutenClickHouseMergeTreeWriteSuite.scala
@@ -806,33 +806,32 @@ class GlutenClickHouseMergeTreeWriteSuite
|DROP TABLE IF EXISTS lineitem_mergetree_bucket;
|""".stripMargin)
- spark.sql(
- s"""
- |CREATE TABLE IF NOT EXISTS lineitem_mergetree_bucket
- |(
- | l_orderkey bigint,
- | l_partkey bigint,
- | l_suppkey bigint,
- | l_linenumber bigint,
- | l_quantity double,
- | l_extendedprice double,
- | l_discount double,
- | l_tax double,
- | l_returnflag string,
- | l_linestatus string,
- | l_shipdate date,
- | l_commitdate date,
- | l_receiptdate date,
- | l_shipinstruct string,
- | l_shipmode string,
- | l_comment string
- |)
- |USING clickhouse
- |PARTITIONED BY (l_shipdate)
- |CLUSTERED BY (l_partkey)
- |${if (sparkVersion.equals("3.2")) "" else "SORTED BY (l_orderkey, l_returnflag)"} INTO 4 BUCKETS
- |LOCATION '$basePath/lineitem_mergetree_bucket'
- |""".stripMargin)
+ spark.sql(s"""
+ |CREATE TABLE IF NOT EXISTS lineitem_mergetree_bucket
+ |(
+ | l_orderkey bigint,
+ | l_partkey bigint,
+ | l_suppkey bigint,
+ | l_linenumber bigint,
+ | l_quantity double,
+ | l_extendedprice double,
+ | l_discount double,
+ | l_tax double,
+ | l_returnflag string,
+ | l_linestatus string,
+ | l_shipdate date,
+ | l_commitdate date,
+ | l_receiptdate date,
+ | l_shipinstruct string,
+ | l_shipmode string,
+ | l_comment string
+ |)
+ |USING clickhouse
+ |PARTITIONED BY (l_returnflag)
+ |CLUSTERED BY (l_partkey)
+ |${if (sparkVersion.equals("3.2")) "" else "SORTED BY (l_orderkey)"} INTO 4 BUCKETS
+ |LOCATION '$basePath/lineitem_mergetree_bucket'
+ |""".stripMargin)
spark.sql(s"""
| insert into table lineitem_mergetree_bucket
@@ -880,7 +879,7 @@ class GlutenClickHouseMergeTreeWriteSuite
if (sparkVersion.equals("3.2")) {
assert(ClickHouseTableV2.getTable(fileIndex.deltaLog).orderByKeyOption.isEmpty)
} else {
- assertResult("l_orderkey,l_returnflag")(
+ assertResult("l_orderkey")(
ClickHouseTableV2
.getTable(fileIndex.deltaLog)
.orderByKeyOption
@@ -889,20 +888,21 @@ class GlutenClickHouseMergeTreeWriteSuite
}
assert(ClickHouseTableV2.getTable(fileIndex.deltaLog).primaryKeyOption.isEmpty)
assertResult(1)(ClickHouseTableV2.getTable(fileIndex.deltaLog).partitionColumns.size)
- assertResult("l_shipdate")(
+ assertResult("l_returnflag")(
ClickHouseTableV2
.getTable(fileIndex.deltaLog)
.partitionColumns
.head)
val addFiles = fileIndex.matchingFiles(Nil, Nil).map(f => f.asInstanceOf[AddMergeTreeParts])
- assertResult(10089)(addFiles.size)
+ assertResult(12)(addFiles.size)
assertResult(600572)(addFiles.map(_.rows).sum)
- assertResult(4)(addFiles.count(_.partitionValues("l_shipdate").equals("1992-06-01")))
- assertResult(4)(addFiles.count(_.partitionValues("l_shipdate").equals("1993-01-01")))
- assertResult(4)(addFiles.count(_.partitionValues("l_shipdate").equals("1995-01-21")))
- assertResult(1)(addFiles.count(
- f => f.partitionValues("l_shipdate").equals("1995-01-21") && f.bucketNum.equals("00000")))
+ assertResult(4)(addFiles.count(_.partitionValues("l_returnflag").equals("A")))
+ assertResult(4)(addFiles.count(_.partitionValues("l_returnflag").equals("N")))
+ assertResult(4)(addFiles.count(_.partitionValues("l_returnflag").equals("R")))
+ assertResult(1)(
+ addFiles.count(
+ f => f.partitionValues("l_returnflag").equals("A") && f.bucketNum.equals("00000")))
}
// check part pruning effect of filter on bucket column
val df = spark.sql(s"""
@@ -917,7 +917,7 @@ class GlutenClickHouseMergeTreeWriteSuite
.flatMap(partition => partition.asInstanceOf[GlutenMergeTreePartition].partList)
.map(_.name)
.distinct
- assertResult(4)(touchedParts.size)
+ assertResult(12)(touchedParts.size)
// test upsert on partitioned & bucketed table
upsertSourceTableAndCheck("lineitem_mergetree_bucket")
@@ -1971,5 +1971,84 @@ class GlutenClickHouseMergeTreeWriteSuite
}
})
}
+
+ test("test mergetree with column case sensitive") {
+ spark.sql(s"""
+ |DROP TABLE IF EXISTS LINEITEM_MERGETREE_CASE_SENSITIVE;
+ |""".stripMargin)
+
+ spark.sql(s"""
+ |CREATE TABLE IF NOT EXISTS LINEITEM_MERGETREE_CASE_SENSITIVE
+ |(
+ | L_ORDERKEY bigint,
+ | L_PARTKEY bigint,
+ | L_SUPPKEY bigint,
+ | L_LINENUMBER bigint,
+ | L_QUANTITY double,
+ | L_EXTENDEDPRICE double,
+ | L_DISCOUNT double,
+ | L_TAX double,
+ | L_RETURNFLAG string,
+ | L_LINESTATUS string,
+ | L_SHIPDATE date,
+ | L_COMMITDATE date,
+ | L_RECEIPTDATE date,
+ | L_SHIPINSTRUCT string,
+ | L_SHIPMODE string,
+ | L_COMMENT string
+ |)
+ |USING clickhouse
+ |PARTITIONED BY (L_SHIPDATE)
+ |TBLPROPERTIES (orderByKey='L_DISCOUNT')
+ |LOCATION '$basePath/LINEITEM_MERGETREE_CASE_SENSITIVE'
+ |""".stripMargin)
+
+ spark.sql(s"""
+ | insert into table lineitem_mergetree_case_sensitive
+ | select * from lineitem
+ |""".stripMargin)
+
+ val sqlStr =
+ s"""
+ |SELECT
+ | sum(l_extendedprice * l_discount) AS revenue
+ |FROM
+ | lineitem_mergetree_case_sensitive
+ |WHERE
+ | l_shipdate >= date'1994-01-01'
+ | AND l_shipdate < date'1994-01-01' + interval 1 year
+ | AND l_discount BETWEEN 0.06 - 0.01 AND 0.06 + 0.01
+ | AND l_quantity < 24
+ |""".stripMargin
+ runTPCHQueryBySQL(6, sqlStr) { _ => }
+ }
+
+ test("test mergetree with partition with whitespace") {
+ spark.sql(s"""
+ |DROP TABLE IF EXISTS lineitem_mergetree_partition_with_whitespace;
+ |""".stripMargin)
+
+ spark.sql(s"""
+ |CREATE TABLE IF NOT EXISTS lineitem_mergetree_partition_with_whitespace
+ |(
+ | l_returnflag string,
+ | l_linestatus string
+ |)
+ |USING clickhouse
+ |PARTITIONED BY (l_returnflag)
+ |LOCATION '$basePath/lineitem_mergetree_partition_with_whitespace'
+ |""".stripMargin)
+
+ spark.sql(s"""
+ | insert into table lineitem_mergetree_partition_with_whitespace
+ | (l_returnflag, l_linestatus) values ('a A', 'abc')
+ |""".stripMargin)
+
+ val sqlStr =
+ s"""
+ |SELECT * from lineitem_mergetree_partition_with_whitespace
+ |""".stripMargin
+ runSql(sqlStr) { _ => }
+ }
}
// scalastyle:off line.size.limit
diff --git a/backends-clickhouse/src/test/scala/org/apache/gluten/execution/GlutenClickHouseMergeTreeWriteTaskNotSerializableSuite.scala b/backends-clickhouse/src/test/scala/org/apache/gluten/execution/GlutenClickHouseMergeTreeWriteTaskNotSerializableSuite.scala
deleted file mode 100644
index e8550fb32dd9..000000000000
--- a/backends-clickhouse/src/test/scala/org/apache/gluten/execution/GlutenClickHouseMergeTreeWriteTaskNotSerializableSuite.scala
+++ /dev/null
@@ -1,120 +0,0 @@
-/*
- * 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.gluten.execution
-
-import org.apache.gluten.backendsapi.clickhouse.CHBackendSettings
-
-import org.apache.spark.SparkConf
-import org.apache.spark.sql.execution.adaptive.AdaptiveSparkPlanHelper
-
-// Some sqls' line length exceeds 100
-// scalastyle:off line.size.limit
-
-class GlutenClickHouseMergeTreeWriteTaskNotSerializableSuite
- extends GlutenClickHouseTPCHAbstractSuite
- with AdaptiveSparkPlanHelper {
-
- override protected val needCopyParquetToTablePath = true
-
- override protected val tablesPath: String = basePath + "/tpch-data"
- override protected val tpchQueries: String = rootPath + "queries/tpch-queries-ch"
- override protected val queriesResults: String = rootPath + "mergetree-queries-output"
-
- /** Run Gluten + ClickHouse Backend with SortShuffleManager */
- override protected def sparkConf: SparkConf = {
- super.sparkConf
- .set("spark.shuffle.manager", "org.apache.spark.shuffle.sort.ColumnarShuffleManager")
- .set("spark.io.compression.codec", "LZ4")
- .set("spark.sql.shuffle.partitions", "5")
- .set("spark.sql.autoBroadcastJoinThreshold", "10MB")
- .set("spark.sql.adaptive.enabled", "true")
- .set("spark.sql.files.maxPartitionBytes", "20000000")
- .set("spark.memory.offHeap.size", "4G")
- }
-
- override protected def createTPCHNotNullTables(): Unit = {
- createNotNullTPCHTablesInParquet(tablesPath)
- }
-
- test("GLUTEN-6470: Fix Task not serializable error when inserting mergetree data") {
-
- val externalSortKey = s"${CHBackendSettings.getBackendConfigPrefix}.runtime_settings" +
- s".max_bytes_before_external_sort"
- assertResult(3435973836L)(spark.conf.get(externalSortKey).toLong)
-
- spark.sql(s"""
- |DROP TABLE IF EXISTS lineitem_task_not_serializable;
- |""".stripMargin)
-
- spark.sql(s"""
- |CREATE TABLE IF NOT EXISTS lineitem_task_not_serializable
- |(
- | l_orderkey bigint,
- | l_partkey bigint,
- | l_suppkey bigint,
- | l_linenumber bigint,
- | l_quantity double,
- | l_extendedprice double,
- | l_discount double,
- | l_tax double,
- | l_returnflag string,
- | l_linestatus string,
- | l_shipdate date,
- | l_commitdate date,
- | l_receiptdate date,
- | l_shipinstruct string,
- | l_shipmode string,
- | l_comment string
- |)
- |USING clickhouse
- |LOCATION '$basePath/lineitem_task_not_serializable'
- |""".stripMargin)
-
- spark.sql(s"""
- | insert into table lineitem_task_not_serializable
- | select * from lineitem
- |""".stripMargin)
-
- val sqlStr =
- s"""
- |SELECT
- | l_returnflag,
- | l_linestatus,
- | sum(l_quantity) AS sum_qty,
- | sum(l_extendedprice) AS sum_base_price,
- | sum(l_extendedprice * (1 - l_discount)) AS sum_disc_price,
- | sum(l_extendedprice * (1 - l_discount) * (1 + l_tax)) AS sum_charge,
- | avg(l_quantity) AS avg_qty,
- | avg(l_extendedprice) AS avg_price,
- | avg(l_discount) AS avg_disc,
- | count(*) AS count_order
- |FROM
- | lineitem_task_not_serializable
- |WHERE
- | l_shipdate <= date'1998-09-02' - interval 1 day
- |GROUP BY
- | l_returnflag,
- | l_linestatus
- |ORDER BY
- | l_returnflag,
- | l_linestatus;
- |
- |""".stripMargin
- runTPCHQueryBySQL(1, sqlStr)(_ => {})
- }
-}
-// scalastyle:off line.size.limit
diff --git a/backends-clickhouse/src/test/scala/org/apache/gluten/execution/GlutenClickHouseNativeExceptionSuite.scala b/backends-clickhouse/src/test/scala/org/apache/gluten/execution/GlutenClickHouseNativeExceptionSuite.scala
index a0fac50598d8..cac1a8c5b346 100644
--- a/backends-clickhouse/src/test/scala/org/apache/gluten/execution/GlutenClickHouseNativeExceptionSuite.scala
+++ b/backends-clickhouse/src/test/scala/org/apache/gluten/execution/GlutenClickHouseNativeExceptionSuite.scala
@@ -17,8 +17,7 @@
package org.apache.gluten.execution
import org.apache.gluten.GlutenConfig
-import org.apache.gluten.memory.alloc.{CHNativeMemoryAllocator, CHReservationListener}
-import org.apache.gluten.utils.UTSystemParameters
+import org.apache.gluten.utils.{TestExceptionUtils, UTSystemParameters}
import org.apache.spark.SparkConf
@@ -31,12 +30,11 @@ class GlutenClickHouseNativeExceptionSuite extends GlutenClickHouseWholeStageTra
test("native exception caught by jvm") {
try {
- val x = new CHNativeMemoryAllocator(100, CHReservationListener.NOOP)
- x.close() // this will incur a native exception
+ TestExceptionUtils.generateNativeException()
assert(false)
} catch {
case e: Exception =>
- assert(e.getMessage.contains("allocator 100 not found"))
+ assert(e.getMessage.contains("test native exception"))
}
}
}
diff --git a/backends-clickhouse/src/test/scala/org/apache/gluten/execution/GlutenClickHouseNativeLibSuite.scala b/backends-clickhouse/src/test/scala/org/apache/gluten/execution/GlutenClickHouseNativeLibSuite.scala
deleted file mode 100644
index 0221f06bd681..000000000000
--- a/backends-clickhouse/src/test/scala/org/apache/gluten/execution/GlutenClickHouseNativeLibSuite.scala
+++ /dev/null
@@ -1,79 +0,0 @@
-/*
- * 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.gluten.execution
-
-import org.apache.gluten.GlutenConfig
-import org.apache.gluten.exception.GlutenException
-import org.apache.gluten.utils.UTSystemParameters
-
-import org.apache.spark.SparkConf
-import org.apache.spark.sql.SparkSession
-import org.apache.spark.sql.catalyst.plans.PlanTest
-
-class GlutenClickHouseNativeLibSuite extends PlanTest {
-
- private def baseSparkConf: SparkConf = {
- new SparkConf()
- .set("spark.plugins", "org.apache.gluten.GlutenPlugin")
- .set("spark.default.parallelism", "1")
- .set("spark.memory.offHeap.enabled", "true")
- .set("spark.memory.offHeap.size", "1024MB")
- .set("spark.gluten.sql.enable.native.validation", "false")
- }
-
- test("test columnar lib path not exist") {
- var spark: SparkSession = null
- try {
- spark = SparkSession
- .builder()
- .master("local[1]")
- .config(baseSparkConf)
- .config(GlutenConfig.GLUTEN_LIB_PATH, "path/not/exist/libch.so")
- .getOrCreate()
- spark.sql("select 1").show()
- } catch {
- case e: Exception =>
- assert(e.isInstanceOf[GlutenException])
- assert(
- e.getMessage.contains(
- "library at path: path/not/exist/libch.so is not a file or does not exist"))
- } finally {
- if (spark != null) {
- spark.stop()
- }
- }
- }
-
- test("test CHListenerApi initialize only once") {
- var spark: SparkSession = null
- try {
- spark = SparkSession
- .builder()
- .master("local[1]")
- .config(baseSparkConf)
- .config(GlutenConfig.GLUTEN_LIB_PATH, UTSystemParameters.clickHouseLibPath)
- .config(GlutenConfig.GLUTEN_EXECUTOR_LIB_PATH, "/path/not/exist/libch.so")
- .getOrCreate()
- spark.sql("select 1").show()
- } finally {
- if (spark != null) {
- spark.stop()
- }
- }
- }
-
-}
diff --git a/backends-clickhouse/src/test/scala/org/apache/gluten/execution/GlutenClickHouseNativeWriteTableSuite.scala b/backends-clickhouse/src/test/scala/org/apache/gluten/execution/GlutenClickHouseNativeWriteTableSuite.scala
index ccf7bb5d5b2a..1f99947e5b96 100644
--- a/backends-clickhouse/src/test/scala/org/apache/gluten/execution/GlutenClickHouseNativeWriteTableSuite.scala
+++ b/backends-clickhouse/src/test/scala/org/apache/gluten/execution/GlutenClickHouseNativeWriteTableSuite.scala
@@ -26,6 +26,7 @@ import org.apache.spark.sql.SparkSession
import org.apache.spark.sql.delta.DeltaLog
import org.apache.spark.sql.execution.adaptive.AdaptiveSparkPlanHelper
import org.apache.spark.sql.test.SharedSparkSession
+import org.apache.spark.sql.types.{DecimalType, LongType, StringType, StructField, StructType}
import org.scalatest.BeforeAndAfterAll
@@ -64,6 +65,7 @@ class GlutenClickHouseNativeWriteTableSuite
// TODO: support default ANSI policy
.set("spark.sql.storeAssignmentPolicy", "legacy")
.set("spark.sql.warehouse.dir", getWarehouseDir)
+ .set("spark.gluten.sql.columnar.backend.ch.runtime_config.logger.level", "error")
.setMaster("local[1]")
}
@@ -91,7 +93,6 @@ class GlutenClickHouseNativeWriteTableSuite
private val table_name_template = "hive_%s_test"
private val table_name_vanilla_template = "hive_%s_test_written_by_vanilla"
- private val formats = Array("orc", "parquet")
override protected def afterAll(): Unit = {
DeltaLog.clearCache()
@@ -123,30 +124,9 @@ class GlutenClickHouseNativeWriteTableSuite
import java.io.File
- def writeIntoNewTableWithSql(table_name: String, table_create_sql: String)(
- fields: Seq[String]): Unit = {
- withDestinationTable(table_name, table_create_sql) {
- checkNativeWrite(
- s"insert overwrite $table_name select ${fields.mkString(",")}" +
- s" from origin_table",
- checkNative = true)
- }
- }
-
- def writeAndCheckRead(
- table_name: String,
- write: Seq[String] => Unit,
- fields: Seq[String]): Unit = {
- val originDF = spark.createDataFrame(genTestData())
- originDF.createOrReplaceTempView("origin_table")
-
- spark.sql(s"drop table IF EXISTS $table_name")
-
+ def compareSource(original_table: String, table_name: String, fields: Seq[String]): Unit = {
val rowsFromOriginTable =
- spark.sql(s"select ${fields.mkString(",")} from origin_table").collect()
- // write them to parquet table
- write(fields)
-
+ spark.sql(s"select ${fields.mkString(",")} from $original_table").collect()
val dfFromWriteTable =
spark.sql(
s"select " +
@@ -156,6 +136,17 @@ class GlutenClickHouseNativeWriteTableSuite
s"from $table_name")
checkAnswer(dfFromWriteTable, rowsFromOriginTable)
}
+ def writeAndCheckRead(
+ original_table: String,
+ table_name: String,
+ fields: Seq[String],
+ checkNative: Boolean = true)(write: Seq[String] => Unit): Unit =
+ withDestinationTable(table_name) {
+ withNativeWriteCheck(checkNative) {
+ write(fields)
+ }
+ compareSource(original_table, table_name, fields)
+ }
def recursiveListFiles(f: File): Array[File] = {
val these = f.listFiles
@@ -190,53 +181,94 @@ class GlutenClickHouseNativeWriteTableSuite
("date_field", "date")
)
- def withDestinationTable(table: String, createTableSql: String)(f: => Unit): Unit = {
- spark.sql(s"drop table IF EXISTS $table")
- spark.sql(s"$createTableSql")
- f
- }
-
- def nativeWrite(f: String => Unit): Unit = {
- withSQLConf(("spark.gluten.sql.native.writer.enabled", "true")) {
- formats.foreach(f(_))
- }
- }
-
def nativeWrite2(
f: String => (String, String, String),
- extraCheck: (String, String, String) => Unit = null): Unit = nativeWrite {
+ extraCheck: (String, String) => Unit = null,
+ checkNative: Boolean = true): Unit = nativeWrite {
format =>
val (table_name, table_create_sql, insert_sql) = f(format)
withDestinationTable(table_name, table_create_sql) {
- checkNativeWrite(insert_sql, checkNative = true)
- Option(extraCheck).foreach(_(table_name, table_create_sql, insert_sql))
+ checkInsertQuery(insert_sql, checkNative)
+ Option(extraCheck).foreach(_(table_name, format))
}
}
- def nativeWriteWithOriginalView[A <: Product: TypeTag](
- data: Seq[A],
- viewName: String,
- pairs: (String, String)*)(f: String => Unit): Unit = {
- val configs = pairs :+ ("spark.gluten.sql.native.writer.enabled", "true")
- withSQLConf(configs: _*) {
- withTempView(viewName) {
- spark.createDataFrame(data).createOrReplaceTempView(viewName)
- formats.foreach(f(_))
+ def withSource[A <: Product: TypeTag](data: Seq[A], viewName: String, pairs: (String, String)*)(
+ block: => Unit): Unit =
+ withSource(spark.createDataFrame(data), viewName, pairs: _*)(block)
+
+ private lazy val supplierSchema = StructType.apply(
+ Seq(
+ StructField.apply("s_suppkey", LongType, nullable = true),
+ StructField.apply("s_name", StringType, nullable = true),
+ StructField.apply("s_address", StringType, nullable = true),
+ StructField.apply("s_nationkey", LongType, nullable = true),
+ StructField.apply("s_phone", StringType, nullable = true),
+ StructField.apply("s_acctbal", DecimalType(15, 2), nullable = true),
+ StructField.apply("s_comment", StringType, nullable = true)
+ ))
+
+ private def supplierDF = {
+ spark.read
+ .option("delimiter", "|")
+ .option("header", "false")
+ .schema(supplierSchema)
+ .csv(s"$rootPath/csv-data/supplier.csv")
+ .toDF()
+ }
+
+ test("supplier: csv to parquet- insert overwrite local directory") {
+ withSource(supplierDF, "supplier") {
+ nativeWrite {
+ format =>
+ val sql =
+ s"""insert overwrite local directory
+ |'$basePath/test_insert_into_${format}_supplier'
+ |stored as $format select * from supplier""".stripMargin
+ checkInsertQuery(sql, checkNative = true)
+ }
+ }
+ }
+
+ test("supplier: csv to parquet- insert into one partition") {
+ val originViewName = "supplier"
+ lazy val create_columns = supplierSchema
+ .filterNot(f => f.name.equals("s_nationkey"))
+ .map(f => s"${f.name} ${f.dataType.catalogString}")
+ .mkString(",")
+ lazy val all_columns = supplierSchema
+ .filterNot(f => f.name.equals("s_nationkey"))
+ .map(f => s"${f.name}")
+ .mkString(",") + ", s_nationkey"
+ withSource(supplierDF, originViewName) {
+ nativeWrite2 {
+ format =>
+ val table_name = s"supplier_$format"
+ val table_create_sql =
+ s"""create table if not exists $table_name
+ |($create_columns)
+ |partitioned by (s_nationkey bigint) stored as $format""".stripMargin
+ val insert_sql =
+ s"""insert into $table_name
+ |select $all_columns from $originViewName""".stripMargin
+ (table_name, table_create_sql, insert_sql)
}
}
}
test("test insert into dir") {
- nativeWriteWithOriginalView(genTestData(), "origin_table") {
- format =>
- Seq(
- s"""insert overwrite local directory '$basePath/test_insert_into_${format}_dir1'
- |stored as $format select ${fields_.keys.mkString(",")}
- |from origin_table""".stripMargin,
- s"""insert overwrite local directory '$basePath/test_insert_into_${format}_dir2'
- |stored as $format select string_field, sum(int_field) as x
- |from origin_table group by string_field""".stripMargin
- ).foreach(checkNativeWrite(_, checkNative = true))
+ withSource(genTestData(), "origin_table") {
+ nativeWrite {
+ format =>
+ Seq(
+ s"""insert overwrite local directory '$basePath/test_insert_into_${format}_dir1'
+ |stored as $format select ${fields_.keys.mkString(",")}
+ |from origin_table""".stripMargin,
+ s"""insert overwrite local directory '$basePath/test_insert_into_${format}_dir2'
+ |stored as $format select string_field, sum(int_field) as x
+ |from origin_table group by string_field""".stripMargin
+ ).foreach(checkInsertQuery(_, checkNative = true))
+ }
}
}
@@ -253,54 +285,52 @@ class GlutenClickHouseNativeWriteTableSuite
(table_name, table_create_sql, insert_sql)
}
- def nativeFormatWrite(format: String): Unit = {
- val (table_name, table_create_sql, insert_sql) = destination(format)
- withDestinationTable(table_name, table_create_sql) {
- checkNativeWrite(insert_sql, checkNative = true)
- var files = recursiveListFiles(new File(getWarehouseDir + "/" + table_name))
- .filter(_.getName.endsWith(s".$format"))
- if (format == "orc") {
- files = files.filter(_.getName.contains(".lz4"))
+ withSource(genTestData(), "origin_table", ("spark.sql.orc.compression.codec", "lz4")) {
+ nativeWrite2(
+ format => destination(format),
+ (table_name, format) => {
+ var files = recursiveListFiles(new File(getWarehouseDir + "/" + table_name))
+ .filter(_.getName.endsWith(s".$format"))
+ if (format == "orc") {
+ files = files.filter(_.getName.contains(".lz4"))
+ }
+ assertResult(1)(files.length)
+ assert(files.head.getAbsolutePath.contains("another_date_field=2020-01-01"))
}
- assert(files.length == 1)
- assert(files.head.getAbsolutePath.contains("another_date_field=2020-01-01"))
- }
+ )
}
-
- nativeWriteWithOriginalView(
- genTestData(),
- "origin_table",
- ("spark.sql.orc.compression.codec", "lz4"))(nativeFormatWrite)
}
test("test CTAS") {
- nativeWriteWithOriginalView(genTestData(), "origin_table") {
- format =>
- val table_name = table_name_template.format(format)
- val table_create_sql =
- s"create table $table_name using $format as select " +
- fields_
- .map(f => s"${f._1}")
- .mkString(",") +
- " from origin_table"
- val insert_sql =
- s"create table $table_name as select " +
- fields_
- .map(f => s"${f._1}")
- .mkString(",") +
- " from origin_table"
- withDestinationTable(table_name, table_create_sql) {
- spark.sql(s"drop table IF EXISTS $table_name")
-
- try {
- // FIXME: using checkNativeWrite
- spark.sql(insert_sql)
- } catch {
- case _: UnsupportedOperationException => // expected
- case e: Exception => fail("should not throw exception", e)
+ withSource(genTestData(), "origin_table") {
+ nativeWrite {
+ format =>
+ val table_name = table_name_template.format(format)
+ val ctas_support_sql =
+ s"create table $table_name using $format as select " +
+ fields_
+ .map(f => s"${f._1}")
+ .mkString(",") +
+ " from origin_table"
+ val ctas_not_support_sql =
+ s"create table $table_name as select " +
+ fields_
+ .map(f => s"${f._1}")
+ .mkString(",") +
+ " from origin_table"
+ withDestinationTable(table_name) {
+ checkInsertQuery(ctas_support_sql, checkNative = true)
}
- }
-
+ withDestinationTable(table_name) {
+ try {
+ // hive format without format name not support
+ checkInsertQuery(ctas_not_support_sql, checkNative = false)
+ } catch {
+ case _: UnsupportedOperationException => // expected
+ case e: Exception => fail("should not throw exception", e)
+ }
+ }
+ }
}
}
@@ -320,28 +350,29 @@ class GlutenClickHouseNativeWriteTableSuite
(table_name, table_create_sql, insert_sql)
}
- def nativeFormatWrite(format: String): Unit = {
- val (table_name, table_create_sql, insert_sql) = destination(format)
- withDestinationTable(table_name, table_create_sql) {
- checkNativeWrite(insert_sql, checkNative = true)
- val files = recursiveListFiles(new File(getWarehouseDir + "/" + table_name))
- .filter(_.getName.startsWith("part"))
- assert(files.length == 1)
- assert(files.head.getAbsolutePath.contains("another_date_field=2020-01-01"))
- }
- }
-
- nativeWriteWithOriginalView(
+ withSource(
genTestData(),
"origin_table",
("spark.sql.hive.convertMetastoreParquet", "false"),
- ("spark.sql.hive.convertMetastoreOrc", "false"))(nativeFormatWrite)
+ ("spark.sql.hive.convertMetastoreOrc", "false")) {
+ nativeWrite2(
+ format => destination(format),
+ (table_name, format) => {
+ val files = recursiveListFiles(new File(getWarehouseDir + "/" + table_name))
+ .filter(_.getName.startsWith("part"))
+ assertResult(1)(files.length)
+ assert(files.head.getAbsolutePath.contains("another_date_field=2020-01-01"))
+ },
+ isSparkVersionLE("3.3")
+ )
+ }
}
test("test 1-col partitioned table") {
- nativeWrite {
- format =>
- {
+ val origin_table = "origin_table"
+ withSource(genTestData(), origin_table) {
+ nativeWrite2(
+ format => {
val table_name = table_name_template.format(format)
val table_create_sql =
s"create table if not exists $table_name (" +
@@ -351,38 +382,35 @@ class GlutenClickHouseNativeWriteTableSuite
.mkString(",") +
" ) partitioned by (date_field date) " +
s"stored as $format"
-
- writeAndCheckRead(
- table_name,
- writeIntoNewTableWithSql(table_name, table_create_sql),
- fields_.keys.toSeq)
- }
+ val insert_sql =
+ s"""insert overwrite $table_name select ${fields_.keys.toSeq.mkString(",")}
+ |from $origin_table""".stripMargin
+ (table_name, table_create_sql, insert_sql)
+ })
}
}
- // even if disable native writer, this UT fail, spark bug???
- ignore("test 1-col partitioned table, partitioned by already ordered column") {
- withSQLConf(("spark.gluten.sql.native.writer.enabled", "false")) {
- val originDF = spark.createDataFrame(genTestData())
- originDF.createOrReplaceTempView("origin_table")
-
- for (format <- formats) {
- val table_name = table_name_template.format(format)
- val table_create_sql =
- s"create table if not exists $table_name (" +
- fields_
- .filterNot(e => e._1.equals("date_field"))
- .map(f => s"${f._1} ${f._2}")
- .mkString(",") +
- " ) partitioned by (date_field date) " +
- s"stored as $format"
-
- spark.sql(s"drop table IF EXISTS $table_name")
- spark.sql(table_create_sql)
- spark.sql(
- s"insert overwrite $table_name select ${fields_.mkString(",")}" +
- s" from origin_table order by date_field")
- }
+ test("test 1-col partitioned table, partitioned by already ordered column") {
+ val origin_table = "origin_table"
+ def destination(format: String): (String, String, String) = {
+ val table_name = table_name_template.format(format)
+ val table_create_sql =
+ s"create table if not exists $table_name (" +
+ fields_
+ .filterNot(e => e._1.equals("date_field"))
+ .map(f => s"${f._1} ${f._2}")
+ .mkString(",") +
+ " ) partitioned by (date_field date) " +
+ s"stored as $format"
+ val insert_sql =
+ s"""insert overwrite $table_name select ${fields_.keys.mkString(",")}
+ |from $origin_table order by date_field""".stripMargin
+ (table_name, table_create_sql, insert_sql)
+ }
+ def check(table_name: String, format: String): Unit =
+ compareSource(origin_table, table_name, fields_.keys.toSeq)
+ withSource(genTestData(), origin_table) {
+ nativeWrite2(destination, check)
}
}
@@ -399,63 +427,68 @@ class GlutenClickHouseNativeWriteTableSuite
("date_field", "date"),
("byte_field", "byte")
)
- nativeWrite {
- format =>
- val table_name = table_name_template.format(format)
- val table_create_sql =
- s"create table if not exists $table_name (" +
- fields
- .filterNot(e => e._1.equals("date_field") || e._1.equals("byte_field"))
- .map(f => s"${f._1} ${f._2}")
- .mkString(",") + " ) partitioned by (date_field date, byte_field byte) " +
- s"stored as $format"
-
- writeAndCheckRead(
- table_name,
- writeIntoNewTableWithSql(table_name, table_create_sql),
- fields.keys.toSeq)
+ val origin_table = "origin_table"
+ def destination(format: String): (String, String, String) = {
+ val table_name = table_name_template.format(format)
+ val table_create_sql =
+ s"create table if not exists $table_name (" +
+ fields
+ .filterNot(e => e._1.equals("date_field") || e._1.equals("byte_field"))
+ .map(f => s"${f._1} ${f._2}")
+ .mkString(",") + " ) partitioned by (date_field date, byte_field byte) " +
+ s"stored as $format"
+ val insert_sql =
+ s"""insert overwrite $table_name select ${fields.keys.mkString(",")}
+ |from $origin_table order by date_field""".stripMargin
+ (table_name, table_create_sql, insert_sql)
+ }
+ def check(table_name: String, format: String): Unit =
+ compareSource(origin_table, table_name, fields.keys.toSeq)
+ withSource(genTestData(), origin_table) {
+ nativeWrite2(destination, check)
}
}
ignore(
"test hive parquet/orc table, all types of columns being partitioned except the date_field," +
" ignore because takes too long") {
- withSQLConf(
- ("spark.gluten.sql.native.writer.enabled", "true"),
- (GlutenConfig.GLUTEN_ENABLED.key, "true")) {
-
- val fields: ListMap[String, String] = ListMap(
- ("date_field", "date"),
- ("timestamp_field", "timestamp"),
- ("string_field", "string"),
- ("int_field", "int"),
- ("long_field", "long"),
- ("float_field", "float"),
- ("double_field", "double"),
- ("short_field", "short"),
- ("byte_field", "byte"),
- ("boolean_field", "boolean"),
- ("decimal_field", "decimal(23,12)")
- )
- for (format <- formats) {
- val table_name = table_name_template.format(format)
- for (field <- fields.filterNot(e => e._1.equals("date_field"))) {
- spark.sql(s"drop table if exists $table_name")
- val table_create_sql =
- s"create table if not exists $table_name (" +
- " date_field date" + " ) partitioned by (" +
- field._1 + " " + field._2 +
- ") " +
- s"stored as $format"
+ val fields: ListMap[String, String] = ListMap(
+ ("date_field", "date"),
+ ("timestamp_field", "timestamp"),
+ ("string_field", "string"),
+ ("int_field", "int"),
+ ("long_field", "long"),
+ ("float_field", "float"),
+ ("double_field", "double"),
+ ("short_field", "short"),
+ ("byte_field", "byte"),
+ ("boolean_field", "boolean"),
+ ("decimal_field", "decimal(23,12)")
+ )
- writeAndCheckRead(
- table_name,
- writeIntoNewTableWithSql(table_name, table_create_sql),
- List("date_field", field._1))
- }
+ val origin_table = "origin_table"
+ def destination(format: String, field: (String, String)): (String, String, String) = {
+ val table_name = table_name_template.format(format)
+ val table_create_sql =
+ s"create table if not exists $table_name (" +
+ " date_field date" + " ) partitioned by (" +
+ field._1 + " " + field._2 + ") " +
+ s"stored as $format"
+ val insert_sql =
+ s"""insert overwrite $table_name
+ |select ${List("date_field", field._1).mkString(",")} from $origin_table""".stripMargin
+ (table_name, table_create_sql, insert_sql)
+ }
+ def check(table_name: String, format: String, field: (String, String)): Unit =
+ compareSource(origin_table, table_name, List("date_field", field._1))
+
+ withSource(genTestData(), origin_table) {
+ for (field <- fields.filterNot(e => e._1.equals("date_field"))) {
+ nativeWrite2(
+ format => destination(format, field),
+ (table_name, format) => check(table_name, format, field))
}
-
}
}
@@ -474,23 +507,27 @@ class GlutenClickHouseNativeWriteTableSuite
("boolean_field", "boolean"),
("decimal_field", "decimal(23,12)")
)
- nativeWrite {
- format =>
- val table_name = table_name_template.format(format)
- val table_create_sql =
- s"create table if not exists $table_name (" +
- " date_field date" + " ) partitioned by (" +
- fields
- .filterNot(e => e._1.equals("date_field"))
- .map(f => s"${f._1} ${f._2}")
- .mkString(",") +
- ") " +
- s"stored as $format"
-
- writeAndCheckRead(
- table_name,
- writeIntoNewTableWithSql(table_name, table_create_sql),
- fields.keys.toSeq)
+ val origin_table = "origin_table"
+ def destination(format: String): (String, String, String) = {
+ val table_name = table_name_template.format(format)
+ val table_create_sql =
+ s"create table if not exists $table_name (" +
+ " date_field date" + " ) partitioned by (" +
+ fields
+ .filterNot(e => e._1.equals("date_field"))
+ .map(f => s"${f._1} ${f._2}")
+ .mkString(",") +
+ ") " +
+ s"stored as $format"
+ val insert_sql =
+ s"""insert overwrite $table_name select ${fields.keys.mkString(",")}
+ |from $origin_table order by date_field""".stripMargin
+ (table_name, table_create_sql, insert_sql)
+ }
+ def check(table_name: String, format: String): Unit =
+ compareSource(origin_table, table_name, fields.keys.toSeq)
+ withSource(genTestData(), origin_table) {
+ nativeWrite2(destination, check)
}
}
@@ -498,53 +535,56 @@ class GlutenClickHouseNativeWriteTableSuite
val fields: ListMap[String, String] = ListMap(
("sum(int_field)", "bigint")
)
- nativeWrite {
- format =>
- val table_name = table_name_template.format(format)
- val table_create_sql =
- s"create table if not exists $table_name (" +
- fields
- .map(f => s"${getColumnName(f._1)} ${f._2}")
- .mkString(",") +
- s" ) stored as $format"
-
- writeAndCheckRead(
- table_name,
- writeIntoNewTableWithSql(table_name, table_create_sql),
- fields.keys.toSeq)
+ val origin_table = "origin_table"
+ def destination(format: String): (String, String, String) = {
+ val table_name = table_name_template.format(format)
+ val table_create_sql =
+ s"create table if not exists $table_name (" +
+ fields
+ .map(f => s"${getColumnName(f._1)} ${f._2}")
+ .mkString(",") +
+ s" ) stored as $format"
+ val insert_sql =
+ s"insert overwrite $table_name select ${fields.keys.toSeq.mkString(",")} from $origin_table"
+ (table_name, table_create_sql, insert_sql)
+ }
+ def check(table_name: String, format: String): Unit =
+ compareSource(origin_table, table_name, fields.keys.toSeq)
+ withSource(genTestData(), origin_table) {
+ nativeWrite2(destination, check)
}
}
test("test 1-col partitioned + 1-col bucketed table") {
- nativeWrite {
- format =>
- // spark write does not support bucketed table
- // https://issues.apache.org/jira/browse/SPARK-19256
- val table_name = table_name_template.format(format)
- writeAndCheckRead(
- table_name,
- fields => {
- spark
- .table("origin_table")
- .select(fields.head, fields.tail: _*)
- .write
- .format(format)
- .partitionBy("date_field")
- .bucketBy(2, "byte_field")
- .saveAsTable(table_name)
- },
- fields_.keys.toSeq
- )
+ val origin_table = "origin_table"
+ withSource(genTestData(), origin_table) {
+ nativeWrite {
+ format =>
+ // spark write does not support bucketed table
+ // https://issues.apache.org/jira/browse/SPARK-19256
+ val table_name = table_name_template.format(format)
+ writeAndCheckRead(origin_table, table_name, fields_.keys.toSeq, isSparkVersionLE("3.3")) {
+ fields =>
+ spark
+ .table("origin_table")
+ .select(fields.head, fields.tail: _*)
+ .write
+ .format(format)
+ .partitionBy("date_field")
+ .bucketBy(2, "byte_field")
+ .saveAsTable(table_name)
+ }
- assert(
- new File(getWarehouseDir + "/" + table_name)
- .listFiles()
- .filter(_.isDirectory)
- .filter(!_.getName.equals("date_field=__HIVE_DEFAULT_PARTITION__"))
- .head
- .listFiles()
- .count(!_.isHidden) == 2
- ) // 2 bucket files
+ assertResult(2)(
+ new File(getWarehouseDir + "/" + table_name)
+ .listFiles()
+ .filter(_.isDirectory)
+ .filter(!_.getName.equals("date_field=__HIVE_DEFAULT_PARTITION__"))
+ .head
+ .listFiles()
+ .count(!_.isHidden)
+ ) // 2 bucket files
+ }
}
}
@@ -562,48 +602,55 @@ class GlutenClickHouseNativeWriteTableSuite
("date_field", "date"),
("timestamp_field", "timestamp")
)
-
- for (format <- formats) {
- val table_name = table_name_template.format(format)
- withSQLConf(("spark.gluten.sql.native.writer.enabled", "true")) {
- writeAndCheckRead(
- table_name,
- fields => {
- spark
- .table("origin_table")
- .select(fields.head, fields.tail: _*)
- .write
- .format(format)
- .bucketBy(10, fields.head, fields.tail: _*)
- .saveAsTable(table_name)
- },
- fields.keys.toSeq
- )
+ def excludeTimeFieldForORC(format: String): Seq[String] = {
+ if (format.equals("orc") && isSparkVersionGE("3.5")) {
+ // FIXME:https://github.com/apache/incubator-gluten/pull/6507
+ fields.keys.filterNot(_.equals("timestamp_field")).toSeq
+ } else {
+ fields.keys.toSeq
}
-
- val table_name_vanilla = table_name_vanilla_template.format(format)
- withSQLConf(("spark.gluten.sql.native.writer.enabled", "true")) {
- spark.sql(s"drop table IF EXISTS $table_name_vanilla")
- spark
- .table("origin_table")
- .select(fields.keys.toSeq.head, fields.keys.toSeq.tail: _*)
- .write
- .format(format)
- .bucketBy(10, fields.keys.toSeq.head, fields.keys.toSeq.tail: _*)
- .saveAsTable(table_name_vanilla)
-
- val sigsOfNativeWriter =
- getSignature(
- format,
- recursiveListFiles(new File(getWarehouseDir + "/" + table_name))
- .filter(_.getName.endsWith(s".$format"))).sorted
- val sigsOfVanillaWriter =
- getSignature(
- format,
- recursiveListFiles(new File(getWarehouseDir + "/" + table_name_vanilla))
- .filter(_.getName.endsWith(s".$format"))).sorted
-
- assert(sigsOfVanillaWriter.sameElements(sigsOfNativeWriter))
+ }
+ val origin_table = "origin_table"
+ withSource(genTestData(), origin_table) {
+ nativeWrite {
+ format =>
+ val table_name = table_name_template.format(format)
+ val testFields = excludeTimeFieldForORC(format)
+ writeAndCheckRead(origin_table, table_name, testFields, isSparkVersionLE("3.3")) {
+ fields =>
+ spark
+ .table(origin_table)
+ .select(fields.head, fields.tail: _*)
+ .write
+ .format(format)
+ .bucketBy(10, fields.head, fields.tail: _*)
+ .saveAsTable(table_name)
+ }
+ val table_name_vanilla = table_name_vanilla_template.format(format)
+ spark.sql(s"drop table IF EXISTS $table_name_vanilla")
+ withSQLConf(("spark.gluten.sql.native.writer.enabled", "false")) {
+ withNativeWriteCheck(checkNative = false) {
+ spark
+ .table("origin_table")
+ .select(testFields.head, testFields.tail: _*)
+ .write
+ .format(format)
+ .bucketBy(10, testFields.head, testFields.tail: _*)
+ .saveAsTable(table_name_vanilla)
+ }
+ }
+ val sigsOfNativeWriter =
+ getSignature(
+ format,
+ recursiveListFiles(new File(getWarehouseDir + "/" + table_name))
+ .filter(_.getName.endsWith(s".$format"))).sorted
+ val sigsOfVanillaWriter =
+ getSignature(
+ format,
+ recursiveListFiles(new File(getWarehouseDir + "/" + table_name_vanilla))
+ .filter(_.getName.endsWith(s".$format"))).sorted
+
+ assertResult(sigsOfVanillaWriter)(sigsOfNativeWriter)
}
}
}
@@ -624,49 +671,49 @@ class GlutenClickHouseNativeWriteTableSuite
("map", "map")
)
- for (format <- formats) {
- val table_name = table_name_template.format(format)
- withSQLConf(("spark.gluten.sql.native.writer.enabled", "true")) {
- writeAndCheckRead(
- table_name,
- fields => {
- spark
- .table("origin_table")
- .select(fields.head, fields.tail: _*)
- .write
- .format(format)
- .partitionBy("date_field")
- .bucketBy(10, "byte_field", "string_field")
- .saveAsTable(table_name)
- },
- fields.keys.toSeq
- )
- }
+ val origin_table = "origin_table"
+ withSource(genTestData(), origin_table) {
+ nativeWrite {
+ format =>
+ val table_name = table_name_template.format(format)
+ writeAndCheckRead(origin_table, table_name, fields.keys.toSeq, isSparkVersionLE("3.3")) {
+ fields =>
+ spark
+ .table("origin_table")
+ .select(fields.head, fields.tail: _*)
+ .write
+ .format(format)
+ .partitionBy("date_field")
+ .bucketBy(10, "byte_field", "string_field")
+ .saveAsTable(table_name)
+ }
- val table_name_vanilla = table_name_vanilla_template.format(format)
- withSQLConf(("spark.gluten.sql.native.writer.enabled", "true")) {
- spark.sql(s"drop table IF EXISTS $table_name_vanilla")
- spark
- .table("origin_table")
- .select(fields.keys.toSeq.head, fields.keys.toSeq.tail: _*)
- .write
- .format(format)
- .partitionBy("date_field")
- .bucketBy(10, "byte_field", "string_field")
- .saveAsTable(table_name_vanilla)
-
- val sigsOfNativeWriter =
- getSignature(
- format,
- recursiveListFiles(new File(getWarehouseDir + "/" + table_name))
- .filter(_.getName.endsWith(s".$format"))).sorted
- val sigsOfVanillaWriter =
- getSignature(
- format,
- recursiveListFiles(new File(getWarehouseDir + "/" + table_name_vanilla))
- .filter(_.getName.endsWith(s".$format"))).sorted
-
- assert(sigsOfVanillaWriter.sameElements(sigsOfNativeWriter))
+ val table_name_vanilla = table_name_vanilla_template.format(format)
+ spark.sql(s"drop table IF EXISTS $table_name_vanilla")
+ withSQLConf(("spark.gluten.sql.native.writer.enabled", "false")) {
+ withNativeWriteCheck(checkNative = false) {
+ spark
+ .table("origin_table")
+ .select(fields.keys.toSeq.head, fields.keys.toSeq.tail: _*)
+ .write
+ .format(format)
+ .partitionBy("date_field")
+ .bucketBy(10, "byte_field", "string_field")
+ .saveAsTable(table_name_vanilla)
+ }
+ val sigsOfNativeWriter =
+ getSignature(
+ format,
+ recursiveListFiles(new File(getWarehouseDir + "/" + table_name))
+ .filter(_.getName.endsWith(s".$format"))).sorted
+ val sigsOfVanillaWriter =
+ getSignature(
+ format,
+ recursiveListFiles(new File(getWarehouseDir + "/" + table_name_vanilla))
+ .filter(_.getName.endsWith(s".$format"))).sorted
+
+ assertResult(sigsOfVanillaWriter)(sigsOfNativeWriter)
+ }
}
}
}
@@ -677,18 +724,19 @@ class GlutenClickHouseNativeWriteTableSuite
val table_name = table_name_template.format(format)
spark.sql(s"drop table IF EXISTS $table_name")
- // 8096 row per block, so there will be blocks containing all 0 in p, all 1 in p
- spark
- .range(30000)
- .selectExpr("id", "id % 2 as p")
- .orderBy("p")
- .write
- .format(format)
- .partitionBy("p")
- .saveAsTable(table_name)
-
+ withNativeWriteCheck(checkNative = true) {
+ // 8096 row per block, so there will be blocks containing all 0 in p, all 1 in p
+ spark
+ .range(30000)
+ .selectExpr("id", "id % 2 as p")
+ .orderBy("p")
+ .write
+ .format(format)
+ .partitionBy("p")
+ .saveAsTable(table_name)
+ }
val ret = spark.sql(s"select sum(id) from $table_name").collect().apply(0).apply(0)
- assert(ret == 449985000)
+ assertResult(449985000)(ret)
}
}
@@ -697,13 +745,15 @@ class GlutenClickHouseNativeWriteTableSuite
format =>
val table_name = table_name_template.format(format)
spark.sql(s"drop table IF EXISTS $table_name")
- spark
- .range(200)
- .selectExpr("id", " cast((id + rand()) as decimal(23,12)) as p")
- .write
- .format(format)
- .partitionBy("p")
- .saveAsTable(table_name)
+ withNativeWriteCheck(checkNative = true) {
+ spark
+ .range(200)
+ .selectExpr("id", " cast((id + rand()) as decimal(23,12)) as p")
+ .write
+ .format(format)
+ .partitionBy("p")
+ .saveAsTable(table_name)
+ }
val ret = spark.sql(s"select max(p) from $table_name").collect().apply(0).apply(0)
}
}
@@ -730,15 +780,15 @@ class GlutenClickHouseNativeWriteTableSuite
format =>
val table_name = table_name_template.format(format)
spark.sql(s"drop table IF EXISTS $table_name")
-
- spark
- .range(10000000)
- .selectExpr("id", "cast('2020-01-01' as date) as p")
- .write
- .format(format)
- .bucketBy(2, "p")
- .saveAsTable(table_name)
-
+ withNativeWriteCheck(checkNative = isSparkVersionLE("3.3")) {
+ spark
+ .range(10000000)
+ .selectExpr("id", "cast('2020-01-01' as date) as p")
+ .write
+ .format(format)
+ .bucketBy(2, "p")
+ .saveAsTable(table_name)
+ }
assertResult(10000000)(spark.table(table_name).count())
}
}
@@ -748,15 +798,15 @@ class GlutenClickHouseNativeWriteTableSuite
format =>
val table_name = table_name_template.format(format)
spark.sql(s"drop table IF EXISTS $table_name")
-
- spark
- .range(30000)
- .selectExpr("id", "cast(null as string) as p")
- .write
- .format(format)
- .partitionBy("p")
- .saveAsTable(table_name)
-
+ withNativeWriteCheck(checkNative = true) {
+ spark
+ .range(30000)
+ .selectExpr("id", "cast(null as string) as p")
+ .write
+ .format(format)
+ .partitionBy("p")
+ .saveAsTable(table_name)
+ }
assertResult(30000)(spark.table(table_name).count())
}
}
@@ -766,15 +816,15 @@ class GlutenClickHouseNativeWriteTableSuite
format =>
val table_name = table_name_template.format(format)
spark.sql(s"drop table IF EXISTS $table_name")
-
- spark
- .range(30000)
- .selectExpr("id", "cast(null as string) as p")
- .write
- .format(format)
- .bucketBy(2, "p")
- .saveAsTable(table_name)
-
+ withNativeWriteCheck(checkNative = isSparkVersionLE("3.3")) {
+ spark
+ .range(30000)
+ .selectExpr("id", "cast(null as string) as p")
+ .write
+ .format(format)
+ .bucketBy(2, "p")
+ .saveAsTable(table_name)
+ }
assertResult(30000)(spark.table(table_name).count())
}
}
@@ -789,7 +839,7 @@ class GlutenClickHouseNativeWriteTableSuite
s"insert into $table_name select id, cast(id as string) from range(10) where id > 100"
)
},
- (table_name, _, _) => {
+ (table_name, _) => {
assertResult(0)(spark.table(table_name).count())
}
)
@@ -802,12 +852,12 @@ class GlutenClickHouseNativeWriteTableSuite
withDestinationTable(
table_name,
s"create table $table_name (id int, str string) stored as $format") {
- checkNativeWrite(
+ checkInsertQuery(
s"insert overwrite table $table_name " +
"select id, cast(id as string) from range(10) union all " +
"select 10, '10' from range(10)",
checkNative = true)
- checkNativeWrite(
+ checkInsertQuery(
s"insert overwrite table $table_name " +
"select id, cast(id as string) from range(10) union all " +
"select 10, cast(id as string) from range(10)",
@@ -829,25 +879,44 @@ class GlutenClickHouseNativeWriteTableSuite
"select id, cast(id as string), concat('aaa', cast(id as string)) from range(10)"
)
},
- (table_name, _, _) =>
+ (table_name, _) =>
+ // https://github.com/apache/spark/pull/38151 add read-side char padding cause fallback.
compareResultsAgainstVanillaSpark(
s"select * from $table_name",
compareResult = true,
- _ => {})
+ _ => {},
+ isSparkVersionLE("3.3")
+ )
)
}
test("GLUTEN-4316: fix crash on dynamic partition inserting") {
- nativeWrite2 {
- format =>
- val tbl = "t_" + format
- val sql1 =
- s"create table $tbl(a int, b map, c struct) " +
- s"partitioned by (day string) stored as $format"
- val sql2 = s"insert overwrite $tbl partition (day) " +
- s"select id as a, str_to_map(concat('t1:','a','&t2:','b'),'&',':'), " +
- s"struct('1', null) as c, '2024-01-08' as day from range(10)"
- (tbl, sql1, sql2)
- }
+ nativeWrite2(
+ {
+ format =>
+ val table_name = "t_" + format
+ val create_sql =
+ s"""create table $table_name(
+ | a int,
+ | b map,
+ | c struct
+ | ) partitioned by (day string)
+ | stored as $format""".stripMargin
+
+ val insert_sql =
+ s"""insert overwrite $table_name partition (day)
+ |select id as a,
+ | str_to_map(concat('t1:','a','&t2:','b'),'&',':'),
+ | struct('1', null) as c,
+ | '2024-01-08' as day
+ |from range(10)""".stripMargin
+ (table_name, create_sql, insert_sql)
+ },
+ (table_name, _) =>
+ compareResultsAgainstVanillaSpark(
+ s"select * from $table_name",
+ compareResult = true,
+ _ => {})
+ )
}
}
diff --git a/backends-clickhouse/src/test/scala/org/apache/gluten/execution/GlutenClickHousePreferSpillColumnarShuffleAQESuite.scala b/backends-clickhouse/src/test/scala/org/apache/gluten/execution/GlutenClickHousePreferSpillColumnarShuffleAQESuite.scala
deleted file mode 100644
index 1884f850718a..000000000000
--- a/backends-clickhouse/src/test/scala/org/apache/gluten/execution/GlutenClickHousePreferSpillColumnarShuffleAQESuite.scala
+++ /dev/null
@@ -1,169 +0,0 @@
-/*
- * 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.gluten.execution
-
-import org.apache.spark.SparkConf
-import org.apache.spark.sql.execution.CoalescedPartitionSpec
-import org.apache.spark.sql.execution.adaptive.{AdaptiveSparkPlanExec, AdaptiveSparkPlanHelper, AQEShuffleReadExec}
-
-class GlutenClickHousePreferSpillColumnarShuffleAQESuite
- extends GlutenClickHouseTPCHAbstractSuite
- with AdaptiveSparkPlanHelper {
-
- override protected val tablesPath: String = basePath + "/tpch-data-ch"
- override protected val tpchQueries: String = rootPath + "queries/tpch-queries-ch"
- override protected val queriesResults: String = rootPath + "mergetree-queries-output"
-
- /** Run Gluten + ClickHouse Backend with ColumnarShuffleManager */
- override protected def sparkConf: SparkConf = {
- super.sparkConf
- .set("spark.shuffle.manager", "org.apache.spark.shuffle.sort.ColumnarShuffleManager")
- .set("spark.io.compression.codec", "LZ4")
- .set("spark.sql.shuffle.partitions", "5")
- .set("spark.sql.autoBroadcastJoinThreshold", "10MB")
- .set("spark.sql.adaptive.enabled", "true")
- .set("spark.gluten.sql.columnar.backend.ch.shuffle.preferSpill", "true")
- }
-
- test("TPCH Q1") {
- runTPCHQuery(1) {
- df =>
- assert(df.queryExecution.executedPlan.isInstanceOf[AdaptiveSparkPlanExec])
-
- val colCustomShuffleReaderExecs = collect(df.queryExecution.executedPlan) {
- case csr: AQEShuffleReadExec => csr
- }
- assert(colCustomShuffleReaderExecs.size == 2)
- val coalescedPartitionSpec0 = colCustomShuffleReaderExecs(0)
- .partitionSpecs(0)
- .asInstanceOf[CoalescedPartitionSpec]
- assert(coalescedPartitionSpec0.startReducerIndex == 0)
- assert(coalescedPartitionSpec0.endReducerIndex == 5)
- val coalescedPartitionSpec1 = colCustomShuffleReaderExecs(1)
- .partitionSpecs(0)
- .asInstanceOf[CoalescedPartitionSpec]
- assert(coalescedPartitionSpec1.startReducerIndex == 0)
- assert(coalescedPartitionSpec1.endReducerIndex == 5)
- }
- }
-
- test("TPCH Q2") {
- runTPCHQuery(2) { df => }
- }
-
- test("TPCH Q3") {
- runTPCHQuery(3) { df => }
- }
-
- test("TPCH Q4") {
- runTPCHQuery(4) { df => }
- }
-
- test("TPCH Q5") {
- runTPCHQuery(5) { df => }
- }
-
- test("TPCH Q6") {
- runTPCHQuery(6) { df => }
- }
-
- test("TPCH Q7") {
- runTPCHQuery(7) { df => }
- }
-
- test("TPCH Q8") {
- runTPCHQuery(8) { df => }
- }
-
- test("TPCH Q9") {
- runTPCHQuery(9) { df => }
- }
-
- test("TPCH Q10") {
- runTPCHQuery(10) { df => }
- }
-
- test("TPCH Q11") {
- runTPCHQuery(11) {
- df =>
- assert(df.queryExecution.executedPlan.isInstanceOf[AdaptiveSparkPlanExec])
- val adaptiveSparkPlanExec = collectWithSubqueries(df.queryExecution.executedPlan) {
- case adaptive: AdaptiveSparkPlanExec => adaptive
- }
- assert(adaptiveSparkPlanExec.size == 2)
- }
- }
-
- test("TPCH Q12") {
- runTPCHQuery(12) { df => }
- }
-
- test("TPCH Q13") {
- runTPCHQuery(13) { df => }
- }
-
- test("TPCH Q14") {
- runTPCHQuery(14) { df => }
- }
-
- test("TPCH Q15") {
- runTPCHQuery(15) {
- df =>
- assert(df.queryExecution.executedPlan.isInstanceOf[AdaptiveSparkPlanExec])
- val adaptiveSparkPlanExec = collectWithSubqueries(df.queryExecution.executedPlan) {
- case adaptive: AdaptiveSparkPlanExec => adaptive
- }
- assert(adaptiveSparkPlanExec.size == 2)
- }
- }
-
- test("TPCH Q16") {
- runTPCHQuery(16, noFallBack = false) { df => }
- }
-
- test("TPCH Q17") {
- runTPCHQuery(17) { df => }
- }
-
- test("TPCH Q18") {
- runTPCHQuery(18) { df => }
- }
-
- test("TPCH Q19") {
- runTPCHQuery(19) { df => }
- }
-
- test("TPCH Q20") {
- runTPCHQuery(20) { df => }
- }
-
- test("TPCH Q21") {
- runTPCHQuery(21, noFallBack = false) { df => }
- }
-
- test("TPCH Q22") {
- runTPCHQuery(22) {
- df =>
- assert(df.queryExecution.executedPlan.isInstanceOf[AdaptiveSparkPlanExec])
- val adaptiveSparkPlanExec = collectWithSubqueries(df.queryExecution.executedPlan) {
- case adaptive: AdaptiveSparkPlanExec => adaptive
- }
- assert(adaptiveSparkPlanExec.size == 3)
- assert(adaptiveSparkPlanExec(1) == adaptiveSparkPlanExec(2))
- }
- }
-}
diff --git a/backends-clickhouse/src/test/scala/org/apache/gluten/execution/GlutenClickHouseS3SourceSuite.scala b/backends-clickhouse/src/test/scala/org/apache/gluten/execution/GlutenClickHouseS3SourceSuite.scala
deleted file mode 100644
index ac33757032e1..000000000000
--- a/backends-clickhouse/src/test/scala/org/apache/gluten/execution/GlutenClickHouseS3SourceSuite.scala
+++ /dev/null
@@ -1,136 +0,0 @@
-/*
- * 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.gluten.execution
-
-import org.apache.spark.SparkConf
-
-// Some sqls' line length exceeds 100
-// scalastyle:off line.size.limit
-
-class GlutenClickHouseS3SourceSuite extends GlutenClickHouseTPCHAbstractSuite {
-
- override protected val needCopyParquetToTablePath = true
-
- override protected val tablesPath: String = basePath + "/tpch-data"
- override protected val tpchQueries: String =
- rootPath + "../../../../gluten-core/src/test/resources/tpch-queries"
- override protected val queriesResults: String = rootPath + "queries-output"
-
- override protected def sparkConf: SparkConf = {
- super.sparkConf
- .set("spark.shuffle.manager", "org.apache.spark.shuffle.sort.ColumnarShuffleManager")
- .set("spark.io.compression.codec", "LZ4")
- .set("spark.sql.shuffle.partitions", "5")
- .set("spark.sql.autoBroadcastJoinThreshold", "10MB")
- .set("spark.memory.offHeap.size", "4g")
- // test with minio
- .set("spark.hadoop.fs.s3a.access.key", "admin")
- .set("spark.hadoop.fs.s3a.secret.key", "xxxxxx")
- .set("spark.hadoop.fs.s3a.endpoint", "http://ip:port")
- .set("spark.hadoop.fs.s3a.path.style.access", "true")
- .set("spark.hadoop.fs.s3a.connection.ssl.enabled", "false")
- .set("spark.hadoop.fs.s3a.impl", "org.apache.hadoop.fs.s3a.S3AFileSystem")
- .set("spark.gluten.sql.columnar.backend.ch.runtime_config.s3.local_cache.enabled", "true")
- .set(
- "spark.gluten.sql.columnar.backend.ch.runtime_config.s3.local_cache.cache_path",
- "/data/gluten-ch-cache-dir")
- }
-
- override protected val createNullableTables = true
-
- override def beforeAll(): Unit = {
- super.beforeAll()
- createTPCHS3Tables()
- }
-
- protected def createTPCHS3Tables(): Unit = {
- val s3TablePath = "s3a://gluten-test"
-
- val nationData = s3TablePath + "/nation"
- spark.sql(s"DROP TABLE IF EXISTS nation_s3")
- spark.sql(s"""
- | CREATE TABLE IF NOT EXISTS nation_s3 (
- | n_nationkey bigint,
- | n_name string,
- | n_regionkey bigint,
- | n_comment string)
- | USING PARQUET LOCATION '$nationData'
- |""".stripMargin)
-
- val supplierData = s3TablePath + "/supplier"
- spark.sql(s"DROP TABLE IF EXISTS supplier_s3")
- spark.sql(s"""
- | CREATE TABLE IF NOT EXISTS supplier_s3 (
- | s_suppkey bigint,
- | s_name string,
- | s_address string,
- | s_nationkey bigint,
- | s_phone string,
- | s_acctbal double,
- | s_comment string)
- | USING PARQUET LOCATION '$supplierData'
- |""".stripMargin)
- }
-
- // ignore this test case, because it needs the minio to test s3
- ignore("test ch backend with s3") {
- var currTime = System.currentTimeMillis()
- // scalastyle:off println
- println(s"currTime=$currTime")
- // scalastyle:on println
- spark.sparkContext.setLocalProperty(
- "spark.gluten.sql.columnar.backend.ch." +
- "runtime_settings.spark.kylin.local-cache.accept-cache-time",
- currTime.toString)
- spark
- .sql("""
- |select * from supplier_s3
- |""".stripMargin)
- .show(10, false)
-
- Thread.sleep(5000)
-
- // scalastyle:off println
- println(s"currTime=$currTime")
- // scalastyle:on println
- spark.sparkContext.setLocalProperty(
- "spark.gluten.sql.columnar.backend.ch." +
- "runtime_settings.spark.kylin.local-cache.accept-cache-time",
- currTime.toString)
- spark
- .sql("""
- |select * from supplier_s3
- |""".stripMargin)
- .show(10, false)
-
- Thread.sleep(5000)
- currTime = System.currentTimeMillis()
- // scalastyle:off println
- println(s"currTime=$currTime")
- // scalastyle:on println
- spark.sparkContext.setLocalProperty(
- "spark.gluten.sql.columnar.backend.ch." +
- "runtime_settings.spark.kylin.local-cache.accept-cache-time",
- currTime.toString)
- spark
- .sql("""
- |select * from supplier_s3
- |""".stripMargin)
- .show(10, false)
- }
-}
-// scalastyle:on line.size.limit
diff --git a/backends-clickhouse/src/test/scala/org/apache/gluten/execution/GlutenClickHouseSyntheticDataSuite.scala b/backends-clickhouse/src/test/scala/org/apache/gluten/execution/GlutenClickHouseSyntheticDataSuite.scala
deleted file mode 100644
index 8db4e3b10fe2..000000000000
--- a/backends-clickhouse/src/test/scala/org/apache/gluten/execution/GlutenClickHouseSyntheticDataSuite.scala
+++ /dev/null
@@ -1,236 +0,0 @@
-/*
- * 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.gluten.execution
-
-import org.apache.gluten.GlutenConfig
-import org.apache.gluten.utils.UTSystemParameters
-
-import org.apache.spark.SparkConf
-import org.apache.spark.internal.Logging
-import org.apache.spark.sql.Row
-import org.apache.spark.sql.delta.DeltaLog
-
-import java.time.LocalDate
-
-class GlutenClickHouseSyntheticDataSuite
- extends GlutenClickHouseWholeStageTransformerSuite
- with Logging {
-
- override def beforeAll(): Unit = {
- super.beforeAll()
- // spark.sparkContext.setLogLevel("WARN")
-
- }
-
- override protected def sparkConf: SparkConf = {
- super.sparkConf
- .set("spark.sql.files.maxPartitionBytes", "1g")
- .set("spark.serializer", "org.apache.spark.serializer.JavaSerializer")
- .set("spark.sql.shuffle.partitions", "5")
- .set("spark.sql.adaptive.enabled", "false")
- .set("spark.sql.files.minPartitionNum", "1")
- .set(
- "spark.sql.catalog.spark_catalog",
- "org.apache.spark.sql.execution.datasources.v2.clickhouse.ClickHouseSparkCatalog")
- .set("spark.databricks.delta.maxSnapshotLineageLength", "20")
- .set("spark.databricks.delta.snapshotPartitions", "1")
- .set("spark.databricks.delta.properties.defaults.checkpointInterval", "5")
- .set("spark.databricks.delta.stalenessLimit", "3600000")
- .set("spark.gluten.sql.columnar.columnarToRow", "true")
- .set("spark.gluten.sql.columnar.backend.ch.worker.id", "1")
- .set(GlutenConfig.GLUTEN_LIB_PATH, UTSystemParameters.clickHouseLibPath)
- .set("spark.gluten.sql.columnar.iterator", "true")
- .set("spark.gluten.sql.columnar.hashagg.enablefinal", "true")
- .set("spark.gluten.sql.enable.native.validation", "false")
- .set("spark.sql.warehouse.dir", warehouse)
- .set("spark.sql.legacy.createHiveTableByDefault", "false")
- .set("spark.shuffle.manager", "sort")
- .set("spark.io.compression.codec", "snappy")
- .set("spark.sql.shuffle.partitions", "5")
- .set("spark.sql.autoBroadcastJoinThreshold", "10MB")
- /* .set("spark.sql.catalogImplementation", "hive")
- .set("javax.jdo.option.ConnectionURL", s"jdbc:derby:;databaseName=${
- metaStorePathAbsolute + "/metastore_db"};create=true") */
- }
-
- override protected def afterAll(): Unit = {
- DeltaLog.clearCache()
- super.afterAll()
- // init GlutenConfig in the next beforeAll
- GlutenConfig.ins = null
- }
-
- test("test all data types all agg") {
-
- val supportedTypes = {
- // aggregator on "float"/"byte"/short"/"string" are not supported in gluten yet
- // "byte" ::
- // "short" ::
- "int" ::
- "bigint" ::
- // "float" ::
- "double" ::
- "date" ::
- // "string" ::
- "boolean" ::
- Nil
- }
-
- def prepareTables(): Unit = {
- withSQLConf(vanillaSparkConfs(): _*) {
- spark.sql(s"DROP TABLE IF EXISTS table_all_types")
-
-// val fields = supportedTypes.map(x => s"c_${x} ${x}").mkString(",")
-// val ddl =
- // s"CREATE TABLE IF NOT EXISTS table_all_types ( $fields ) USING PARQUET "
-// println(s"the ddl is: $ddl")
-// spark.sql(ddl);
-
- val x = spark
- import x.implicits._
-
- val source = Seq(
- (
- // Some(Byte.MinValue),
- // Some(Short.MinValue),
- Some(Int.MinValue),
- Some(Long.MinValue),
-// Some(Float.MinValue),
- Some(Double.MinValue),
- Some(LocalDate.of(1970, 1, 1)),
-// Some("a"),
- Some(false)),
- (
- // Some(Byte.MaxValue),
- // Some(Short.MaxValue),
- Some(Int.MaxValue),
- Some(Long.MaxValue),
-// Some(Float.MaxValue),
- Some(Double.MaxValue),
- Some(LocalDate.of(2070, 1, 1)),
-// Some("Z"),
- Some(true))
-// (None, None, None, None, None)
- )
- val df_source = source.toDF(supportedTypes.map(x => s"c_$x"): _*)
-// df_source.createOrReplaceTempView("table_all_types_temp")
-// spark.sql("insert into table_all_types select * from table_all_types_temp")
- df_source.createOrReplaceTempView("table_all_types")
- }
- }
-
- prepareTables()
-
- var sqlStr: String = null
- var expected: Seq[Row] = null;
- withSQLConf(vanillaSparkConfs(): _*) {
- val supportedAggs = "count" :: "avg" :: "sum" :: "min" :: "max" :: Nil
- val selected = supportedAggs
- .flatMap(
- agg => {
- Range(0, supportedTypes.size).map(i => s"$agg(c_${supportedTypes.apply(i)})")
- })
- .filterNot(
- x => {
- List(
- // unsupported by spark, so it's ok
- "avg(c_date)",
- "avg(c_string)",
- "avg(c_boolean)",
- "sum(c_date)",
- "sum(c_string)",
- "sum(c_boolean)",
- "avg(c_bigint)"
- // supported by spark, unsupported by gluten, need to fix
- // 1. byte/short/float/string case
- ).contains(x)
- })
- .mkString(",")
- sqlStr = s"select $selected from table_all_types"
-
- val df = spark.sql(sqlStr)
- expected = df.collect()
- }
- val df = spark.sql(sqlStr)
- df.collect()
- WholeStageTransformerSuite.checkFallBack(df)
- checkAnswer(df, expected)
- }
-
- test("test data function in https://github.com/Kyligence/ClickHouse/issues/88") {
- var sqlStr: String = null
- var expected: Seq[Row] = null;
-
- val x = spark
- import x.implicits._
-
- withSQLConf(vanillaSparkConfs(): _*) {
- spark.sql("drop table if exists test_table")
- spark.sql("create table if not exists test_table(c_date date) using parquet")
- Seq(LocalDate.of(2020, 1, 1), LocalDate.of(1970, 1, 1))
- .toDF("c_date")
- .createOrReplaceTempView("test_table_temp")
- spark.sql("insert into test_table select * from test_table_temp")
-
- sqlStr = s"""
- |select cast(c_date as date) as a, cast ('1998-04-08' as date) as b
- | from test_table
- | where c_date between (cast ('1998-04-08' as date) - interval '30' day)
- | and (cast ('1998-04-08' as date) + interval '30' day)
- |order by a desc
- |""".stripMargin
-
- val df = spark.sql(sqlStr)
- expected = df.collect()
- }
- val df = spark.sql(sqlStr)
- df.collect()
- WholeStageTransformerSuite.checkFallBack(df)
- checkAnswer(df, expected)
- }
-
- test("sql on Seq based(row based) DataFrame") {
- var sqlStr: String = null
- var expected: Seq[Row] = null;
-
- val x = spark
- import x.implicits._
-
- withSQLConf(vanillaSparkConfs(): _*) {
- spark.sql("drop table if exists test_table")
-// spark.sql("create table if not exists test_table(c_date date) using parquet")
-// Seq(LocalDate.of(2020, 1, 1), LocalDate.of(1970, 1, 1))
-// .toDF("c_date")
-// .createOrReplaceTempView("test_table")
- Seq(LocalDate.of(2020, 1, 1), LocalDate.of(1970, 1, 1), null)
- .toDF("c_date")
- .createOrReplaceTempView("test_table")
-
- sqlStr = s"""
- | select max(c_date) from test_table
- |""".stripMargin
-
- val df = spark.sql(sqlStr)
- expected = df.collect()
- }
- val df = spark.sql(sqlStr)
- df.collect()
- WholeStageTransformerSuite.checkFallBack(df)
- checkAnswer(df, expected)
- }
-
-}
diff --git a/backends-clickhouse/src/test/scala/org/apache/gluten/execution/GlutenClickHouseTPCDSAbstractSuite.scala b/backends-clickhouse/src/test/scala/org/apache/gluten/execution/GlutenClickHouseTPCDSAbstractSuite.scala
index f0712bf5af10..f2a1e5a71ca6 100644
--- a/backends-clickhouse/src/test/scala/org/apache/gluten/execution/GlutenClickHouseTPCDSAbstractSuite.scala
+++ b/backends-clickhouse/src/test/scala/org/apache/gluten/execution/GlutenClickHouseTPCDSAbstractSuite.scala
@@ -18,7 +18,7 @@ package org.apache.gluten.execution
import org.apache.gluten.GlutenConfig
import org.apache.gluten.benchmarks.GenTPCDSTableScripts
-import org.apache.gluten.utils.UTSystemParameters
+import org.apache.gluten.utils.{Arm, UTSystemParameters}
import org.apache.spark.SparkConf
import org.apache.spark.internal.Logging
@@ -46,8 +46,8 @@ abstract class GlutenClickHouseTPCDSAbstractSuite
rootPath + "../../../../gluten-core/src/test/resources/tpcds-queries/tpcds.queries.original"
protected val queriesResults: String = rootPath + "tpcds-decimal-queries-output"
- /** Return values: (sql num, is fall back, skip fall back assert) */
- def tpcdsAllQueries(isAqe: Boolean): Seq[(String, Boolean, Boolean)] =
+ /** Return values: (sql num, is fall back) */
+ def tpcdsAllQueries(isAqe: Boolean): Seq[(String, Boolean)] =
Range
.inclusive(1, 99)
.flatMap(
@@ -57,24 +57,19 @@ abstract class GlutenClickHouseTPCDSAbstractSuite
} else {
Seq("q" + "%d".format(queryNum))
}
- val noFallBack = queryNum match {
- case i if i == 10 || i == 16 || i == 35 || i == 45 || i == 94 =>
- // Q10 BroadcastHashJoin, ExistenceJoin
- // Q16 ShuffledHashJoin, NOT condition
- // Q35 BroadcastHashJoin, ExistenceJoin
- // Q45 BroadcastHashJoin, ExistenceJoin
- // Q94 BroadcastHashJoin, LeftSemi, NOT condition
- (false, false)
- case other => (true, false)
- }
- sqlNums.map((_, noFallBack._1, noFallBack._2))
+ val native = !fallbackSets(isAqe).contains(queryNum)
+ sqlNums.map((_, native))
})
- // FIXME "q17", stddev_samp inconsistent results, CH return NaN, Spark return null
+ protected def fallbackSets(isAqe: Boolean): Set[Int] = {
+ val more = if (isSparkVersionGE("3.5")) Set(44, 67, 70) else Set.empty[Int]
+
+ // q16 smj + left semi + not condition
+ // Q94 BroadcastHashJoin, LeftSemi, NOT condition
+ Set(16, 94) | more
+ }
protected def excludedTpcdsQueries: Set[String] = Set(
- "q61", // inconsistent results
- "q66", // inconsistent results
- "q67" // inconsistent results
+ "q66" // inconsistent results
)
def executeTPCDSTest(isAqe: Boolean): Unit = {
@@ -82,11 +77,12 @@ abstract class GlutenClickHouseTPCDSAbstractSuite
s =>
if (excludedTpcdsQueries.contains(s._1)) {
ignore(s"TPCDS ${s._1.toUpperCase()}") {
- runTPCDSQuery(s._1, noFallBack = s._2, skipFallBackAssert = s._3) { df => }
+ runTPCDSQuery(s._1, noFallBack = s._2) { df => }
}
} else {
- test(s"TPCDS ${s._1.toUpperCase()}") {
- runTPCDSQuery(s._1, noFallBack = s._2, skipFallBackAssert = s._3) { df => }
+ val tag = if (s._2) "Native" else "Fallback"
+ test(s"TPCDS[$tag] ${s._1.toUpperCase()}") {
+ runTPCDSQuery(s._1, noFallBack = s._2) { df => }
}
})
}
@@ -151,7 +147,7 @@ abstract class GlutenClickHouseTPCDSAbstractSuite
}
override protected def afterAll(): Unit = {
- ClickhouseSnapshot.clearAllFileStatusCache
+ ClickhouseSnapshot.clearAllFileStatusCache()
DeltaLog.clearCache()
try {
@@ -182,11 +178,10 @@ abstract class GlutenClickHouseTPCDSAbstractSuite
tpcdsQueries: String = tpcdsQueries,
queriesResults: String = queriesResults,
compareResult: Boolean = true,
- noFallBack: Boolean = true,
- skipFallBackAssert: Boolean = false)(customCheck: DataFrame => Unit): Unit = {
+ noFallBack: Boolean = true)(customCheck: DataFrame => Unit): Unit = {
val sqlFile = tpcdsQueries + "/" + queryNum + ".sql"
- val sql = Source.fromFile(new File(sqlFile), "UTF-8").mkString
+ val sql = Arm.withResource(Source.fromFile(new File(sqlFile), "UTF-8"))(_.mkString)
val df = spark.sql(sql)
if (compareResult) {
@@ -211,13 +206,13 @@ abstract class GlutenClickHouseTPCDSAbstractSuite
// using WARN to guarantee printed
log.warn(s"query: $queryNum, finish comparing with saved result")
} else {
- val start = System.currentTimeMillis();
+ val start = System.currentTimeMillis()
val ret = df.collect()
// using WARN to guarantee printed
log.warn(s"query: $queryNum skipped comparing, time cost to collect: ${System
.currentTimeMillis() - start} ms, ret size: ${ret.length}")
}
- WholeStageTransformerSuite.checkFallBack(df, noFallBack, skipFallBackAssert)
+ WholeStageTransformerSuite.checkFallBack(df, noFallBack)
customCheck(df)
}
}
diff --git a/backends-clickhouse/src/test/scala/org/apache/gluten/execution/GlutenClickHouseTPCHAbstractSuite.scala b/backends-clickhouse/src/test/scala/org/apache/gluten/execution/GlutenClickHouseTPCHAbstractSuite.scala
deleted file mode 100644
index 8d671e29f18b..000000000000
--- a/backends-clickhouse/src/test/scala/org/apache/gluten/execution/GlutenClickHouseTPCHAbstractSuite.scala
+++ /dev/null
@@ -1,623 +0,0 @@
-/*
- * 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.gluten.execution
-
-import org.apache.gluten.GlutenConfig
-import org.apache.gluten.utils.UTSystemParameters
-
-import org.apache.spark.SparkConf
-import org.apache.spark.internal.Logging
-import org.apache.spark.sql.DataFrame
-import org.apache.spark.sql.delta.{ClickhouseSnapshot, DeltaLog}
-
-import org.apache.commons.io.FileUtils
-import org.scalatest.time.SpanSugar.convertIntToGrainOfTime
-
-import java.io.File
-
-abstract class GlutenClickHouseTPCHAbstractSuite
- extends GlutenClickHouseWholeStageTransformerSuite
- with Logging {
-
- protected val createNullableTables = false
-
- protected val needCopyParquetToTablePath = false
-
- protected val parquetTableDataPath: String =
- "../../../../gluten-core/src/test/resources/tpch-data"
-
- protected val tablesPath: String
- protected val tpchQueries: String
- protected val queriesResults: String
-
- override def beforeAll(): Unit = {
-
- super.beforeAll()
-
- if (needCopyParquetToTablePath) {
- val sourcePath = new File(rootPath + parquetTableDataPath)
- FileUtils.copyDirectory(sourcePath, new File(tablesPath))
- }
-
- spark.sparkContext.setLogLevel(logLevel)
- if (createNullableTables) {
- createTPCHNullableTables()
- } else {
- createTPCHNotNullTables()
- }
- }
-
- override protected def createTPCHNotNullTables(): Unit = {
- // create parquet data source table
- val parquetSourceDB = "parquet_source"
- spark.sql(s"""
- |CREATE DATABASE IF NOT EXISTS $parquetSourceDB
- |""".stripMargin)
- spark.sql(s"use $parquetSourceDB")
-
- val parquetTablePath = basePath + "/tpch-data"
- FileUtils.copyDirectory(new File(rootPath + parquetTableDataPath), new File(parquetTablePath))
-
- createNotNullTPCHTablesInParquet(parquetTablePath)
-
- // create mergetree tables
- spark.sql(s"use default")
- val customerData = tablesPath + "/customer"
- spark.sql(s"DROP TABLE IF EXISTS customer")
- spark.sql(s"""
- | CREATE EXTERNAL TABLE IF NOT EXISTS customer (
- | c_custkey bigint not null,
- | c_name string not null,
- | c_address string not null,
- | c_nationkey bigint not null,
- | c_phone string not null,
- | c_acctbal double not null,
- | c_mktsegment string not null,
- | c_comment string not null)
- | USING clickhouse
- | TBLPROPERTIES (engine='MergeTree'
- | )
- | LOCATION '$customerData'
- |""".stripMargin)
-
- val lineitemData = tablesPath + "/lineitem"
- spark.sql(s"DROP TABLE IF EXISTS lineitem")
- spark.sql(s"""
- | CREATE EXTERNAL TABLE IF NOT EXISTS lineitem (
- | l_orderkey bigint not null,
- | l_partkey bigint not null,
- | l_suppkey bigint not null,
- | l_linenumber bigint not null,
- | l_quantity double not null,
- | l_extendedprice double not null,
- | l_discount double not null,
- | l_tax double not null,
- | l_returnflag string not null,
- | l_linestatus string not null,
- | l_shipdate date not null,
- | l_commitdate date not null,
- | l_receiptdate date not null,
- | l_shipinstruct string not null,
- | l_shipmode string not null,
- | l_comment string not null)
- | USING clickhouse
- | TBLPROPERTIES (engine='MergeTree'
- | )
- | LOCATION '$lineitemData'
- |""".stripMargin)
-
- val nationData = tablesPath + "/nation"
- spark.sql(s"DROP TABLE IF EXISTS nation")
- spark.sql(s"""
- | CREATE EXTERNAL TABLE IF NOT EXISTS nation (
- | n_nationkey bigint not null,
- | n_name string not null,
- | n_regionkey bigint not null,
- | n_comment string not null)
- | USING clickhouse
- | TBLPROPERTIES (engine='MergeTree'
- | )
- | LOCATION '$nationData'
- |""".stripMargin)
-
- val regionData = tablesPath + "/region"
- spark.sql(s"DROP TABLE IF EXISTS region")
- spark.sql(s"""
- | CREATE EXTERNAL TABLE IF NOT EXISTS region (
- | r_regionkey bigint not null,
- | r_name string not null,
- | r_comment string not null)
- | USING clickhouse
- | TBLPROPERTIES (engine='MergeTree'
- | )
- | LOCATION '$regionData'
- |""".stripMargin)
-
- val ordersData = tablesPath + "/orders"
- spark.sql(s"DROP TABLE IF EXISTS orders")
- spark.sql(s"""
- | CREATE EXTERNAL TABLE IF NOT EXISTS orders (
- | o_orderkey bigint not null,
- | o_custkey bigint not null,
- | o_orderstatus string not null,
- | o_totalprice double not null,
- | o_orderdate date not null,
- | o_orderpriority string not null,
- | o_clerk string not null,
- | o_shippriority bigint not null,
- | o_comment string not null)
- | USING clickhouse
- | TBLPROPERTIES (engine='MergeTree'
- | )
- | LOCATION '$ordersData'
- |""".stripMargin)
-
- val partData = tablesPath + "/part"
- spark.sql(s"DROP TABLE IF EXISTS part")
- spark.sql(s"""
- | CREATE EXTERNAL TABLE IF NOT EXISTS part (
- | p_partkey bigint not null,
- | p_name string not null,
- | p_mfgr string not null,
- | p_brand string not null,
- | p_type string not null,
- | p_size bigint not null,
- | p_container string not null,
- | p_retailprice double not null,
- | p_comment string not null)
- | USING clickhouse
- | TBLPROPERTIES (engine='MergeTree'
- | )
- | LOCATION '$partData'
- |""".stripMargin)
-
- val partsuppData = tablesPath + "/partsupp"
- spark.sql(s"DROP TABLE IF EXISTS partsupp")
- spark.sql(s"""
- | CREATE EXTERNAL TABLE IF NOT EXISTS partsupp (
- | ps_partkey bigint not null,
- | ps_suppkey bigint not null,
- | ps_availqty bigint not null,
- | ps_supplycost double not null,
- | ps_comment string not null)
- | USING clickhouse
- | TBLPROPERTIES (engine='MergeTree'
- | )
- | LOCATION '$partsuppData'
- |""".stripMargin)
-
- val supplierData = tablesPath + "/supplier"
- spark.sql(s"DROP TABLE IF EXISTS supplier")
- spark.sql(s"""
- | CREATE EXTERNAL TABLE IF NOT EXISTS supplier (
- | s_suppkey bigint not null,
- | s_name string not null,
- | s_address string not null,
- | s_nationkey bigint not null,
- | s_phone string not null,
- | s_acctbal double not null,
- | s_comment string not null)
- | USING clickhouse
- | TBLPROPERTIES (engine='MergeTree'
- | )
- | LOCATION '$supplierData'
- |""".stripMargin)
-
- val result = spark
- .sql(s"""
- | show tables;
- |""".stripMargin)
- .collect()
- assert(result.length == 8)
-
- // insert data into mergetree tables from parquet tables
- insertIntoMergeTreeTPCHTables(parquetSourceDB)
- }
-
- protected def createTPCHNullableTables(): Unit = {
- // create parquet data source table
- val parquetSourceDB = "parquet_source"
- spark.sql(s"""
- |CREATE DATABASE IF NOT EXISTS $parquetSourceDB
-
- |""".stripMargin)
- spark.sql(s"use $parquetSourceDB")
-
- val parquetTablePath = basePath + "/tpch-data"
- FileUtils.copyDirectory(new File(rootPath + parquetTableDataPath), new File(parquetTablePath))
-
- createNotNullTPCHTablesInParquet(parquetTablePath)
-
- // create mergetree tables
- spark.sql(s"""
- |CREATE DATABASE IF NOT EXISTS tpch_nullable
- |""".stripMargin)
- spark.sql("use tpch_nullable")
- val customerData = tablesPath + "/customer"
- spark.sql(s"DROP TABLE IF EXISTS customer")
- spark.sql(s"""
- | CREATE EXTERNAL TABLE IF NOT EXISTS customer (
- | c_custkey bigint,
- | c_name string,
- | c_address string,
- | c_nationkey bigint,
- | c_phone string,
- | c_acctbal double,
- | c_mktsegment string,
- | c_comment string)
- | USING clickhouse
- | TBLPROPERTIES (engine='MergeTree'
- | )
- | LOCATION '$customerData'
- |""".stripMargin)
-
- val lineitemData = tablesPath + "/lineitem"
- spark.sql(s"DROP TABLE IF EXISTS lineitem")
- spark.sql(s"""
- | CREATE EXTERNAL TABLE IF NOT EXISTS lineitem (
- | l_orderkey bigint,
- | l_partkey bigint,
- | l_suppkey bigint,
- | l_linenumber bigint,
- | l_quantity double,
- | l_extendedprice double,
- | l_discount double,
- | l_tax double,
- | l_returnflag string,
- | l_linestatus string,
- | l_shipdate date,
- | l_commitdate date,
- | l_receiptdate date,
- | l_shipinstruct string,
- | l_shipmode string,
- | l_comment string)
- | USING clickhouse
- | TBLPROPERTIES (engine='MergeTree'
- | )
- | LOCATION '$lineitemData'
- |""".stripMargin)
-
- val nationData = tablesPath + "/nation"
- spark.sql(s"DROP TABLE IF EXISTS nation")
- spark.sql(s"""
- | CREATE EXTERNAL TABLE IF NOT EXISTS nation (
- | n_nationkey bigint,
- | n_name string,
- | n_regionkey bigint,
- | n_comment string)
- | USING clickhouse
- | TBLPROPERTIES (engine='MergeTree'
- | )
- | LOCATION '$nationData'
- |""".stripMargin)
-
- val regionData = tablesPath + "/region"
- spark.sql(s"DROP TABLE IF EXISTS region")
- spark.sql(s"""
- | CREATE EXTERNAL TABLE IF NOT EXISTS region (
- | r_regionkey bigint,
- | r_name string,
- | r_comment string)
- | USING clickhouse
- | TBLPROPERTIES (engine='MergeTree'
- | )
- | LOCATION '$regionData'
- |""".stripMargin)
-
- val ordersData = tablesPath + "/orders"
- spark.sql(s"DROP TABLE IF EXISTS orders")
- spark.sql(s"""
- | CREATE EXTERNAL TABLE IF NOT EXISTS orders (
- | o_orderkey bigint,
- | o_custkey bigint,
- | o_orderstatus string,
- | o_totalprice double,
- | o_orderdate date,
- | o_orderpriority string,
- | o_clerk string,
- | o_shippriority bigint,
- | o_comment string)
- | USING clickhouse
- | TBLPROPERTIES (engine='MergeTree'
- | )
- | LOCATION '$ordersData'
- |""".stripMargin)
-
- val partData = tablesPath + "/part"
- spark.sql(s"DROP TABLE IF EXISTS part")
- spark.sql(s"""
- | CREATE EXTERNAL TABLE IF NOT EXISTS part (
- | p_partkey bigint,
- | p_name string,
- | p_mfgr string,
- | p_brand string,
- | p_type string,
- | p_size bigint,
- | p_container string,
- | p_retailprice double,
- | p_comment string)
- | USING clickhouse
- | TBLPROPERTIES (engine='MergeTree'
- | )
- | LOCATION '$partData'
- |""".stripMargin)
-
- val partsuppData = tablesPath + "/partsupp"
- spark.sql(s"DROP TABLE IF EXISTS partsupp")
- spark.sql(s"""
- | CREATE EXTERNAL TABLE IF NOT EXISTS partsupp (
- | ps_partkey bigint,
- | ps_suppkey bigint,
- | ps_availqty bigint,
- | ps_supplycost double,
- | ps_comment string)
- | USING clickhouse
- | TBLPROPERTIES (engine='MergeTree'
- | )
- | LOCATION '$partsuppData'
- |""".stripMargin)
-
- val supplierData = tablesPath + "/supplier"
- spark.sql(s"DROP TABLE IF EXISTS supplier")
- spark.sql(s"""
- | CREATE EXTERNAL TABLE IF NOT EXISTS supplier (
- | s_suppkey bigint,
- | s_name string,
- | s_address string,
- | s_nationkey bigint,
- | s_phone string,
- | s_acctbal double,
- | s_comment string)
- | USING clickhouse
- | TBLPROPERTIES (engine='MergeTree'
- | )
- | LOCATION '$supplierData'
- |""".stripMargin)
-
- val result = spark
- .sql(s"""
- | show tables;
- |""".stripMargin)
- .collect()
- assert(result.length == 8)
-
- insertIntoMergeTreeTPCHTables(parquetSourceDB)
- }
-
- protected def insertIntoMergeTreeTPCHTables(dataSourceDB: String): Unit = {
- spark.sql(s"""
- | insert into table customer select * from $dataSourceDB.customer
- |""".stripMargin)
- spark.sql(s"""
- | insert into table lineitem select * from $dataSourceDB.lineitem
- |""".stripMargin)
- spark.sql(s"""
- | insert into table nation select * from $dataSourceDB.nation
- |""".stripMargin)
- spark.sql(s"""
- | insert into table region select * from $dataSourceDB.region
- |""".stripMargin)
- spark.sql(s"""
- | insert into table orders select * from $dataSourceDB.orders
- |""".stripMargin)
- spark.sql(s"""
- | insert into table part select * from $dataSourceDB.part
- |""".stripMargin)
- spark.sql(s"""
- | insert into table partsupp select * from $dataSourceDB.partsupp
- |""".stripMargin)
- spark.sql(s"""
- | insert into table supplier select * from $dataSourceDB.supplier
- |""".stripMargin)
- }
-
- protected def createNotNullTPCHTablesInParquet(parquetTablePath: String): Unit = {
- val customerData = parquetTablePath + "/customer"
- spark.sql(s"DROP TABLE IF EXISTS customer")
- spark.sql(s"""
- | CREATE TABLE IF NOT EXISTS customer (
- | c_custkey bigint,
- | c_name string,
- | c_address string,
- | c_nationkey bigint,
- | c_phone string,
- | c_acctbal double,
- | c_mktsegment string,
- | c_comment string)
- | USING PARQUET LOCATION '$customerData'
- |""".stripMargin)
-
- val lineitemData = parquetTablePath + "/lineitem"
- spark.sql(s"DROP TABLE IF EXISTS lineitem")
- spark.sql(s"""
- | CREATE TABLE IF NOT EXISTS lineitem (
- | l_orderkey bigint,
- | l_partkey bigint,
- | l_suppkey bigint,
- | l_linenumber bigint,
- | l_quantity double,
- | l_extendedprice double,
- | l_discount double,
- | l_tax double,
- | l_returnflag string,
- | l_linestatus string,
- | l_shipdate date,
- | l_commitdate date,
- | l_receiptdate date,
- | l_shipinstruct string,
- | l_shipmode string,
- | l_comment string)
- | USING PARQUET LOCATION '$lineitemData'
- |""".stripMargin)
-
- val nationData = parquetTablePath + "/nation"
- spark.sql(s"DROP TABLE IF EXISTS nation")
- spark.sql(s"""
- | CREATE TABLE IF NOT EXISTS nation (
- | n_nationkey bigint,
- | n_name string,
- | n_regionkey bigint,
- | n_comment string)
- | USING PARQUET LOCATION '$nationData'
- |""".stripMargin)
-
- val regionData = parquetTablePath + "/region"
- spark.sql(s"DROP TABLE IF EXISTS region")
- spark.sql(s"""
- | CREATE TABLE IF NOT EXISTS region (
- | r_regionkey bigint,
- | r_name string,
- | r_comment string)
- | USING PARQUET LOCATION '$regionData'
- |""".stripMargin)
-
- val ordersData = parquetTablePath + "/orders"
- spark.sql(s"DROP TABLE IF EXISTS orders")
- spark.sql(s"""
- | CREATE TABLE IF NOT EXISTS orders (
- | o_orderkey bigint,
- | o_custkey bigint,
- | o_orderstatus string,
- | o_totalprice double,
- | o_orderdate date,
- | o_orderpriority string,
- | o_clerk string,
- | o_shippriority bigint,
- | o_comment string)
- | USING PARQUET LOCATION '$ordersData'
- |""".stripMargin)
-
- val partData = parquetTablePath + "/part"
- spark.sql(s"DROP TABLE IF EXISTS part")
- spark.sql(s"""
- | CREATE TABLE IF NOT EXISTS part (
- | p_partkey bigint,
- | p_name string,
- | p_mfgr string,
- | p_brand string,
- | p_type string,
- | p_size bigint,
- | p_container string,
- | p_retailprice double,
- | p_comment string)
- | USING PARQUET LOCATION '$partData'
- |""".stripMargin)
-
- val partsuppData = parquetTablePath + "/partsupp"
- spark.sql(s"DROP TABLE IF EXISTS partsupp")
- spark.sql(s"""
- | CREATE TABLE IF NOT EXISTS partsupp (
- | ps_partkey bigint,
- | ps_suppkey bigint,
- | ps_availqty bigint,
- | ps_supplycost double,
- | ps_comment string)
- | USING PARQUET LOCATION '$partsuppData'
- |""".stripMargin)
-
- val supplierData = parquetTablePath + "/supplier"
- spark.sql(s"DROP TABLE IF EXISTS supplier")
- spark.sql(s"""
- | CREATE TABLE IF NOT EXISTS supplier (
- | s_suppkey bigint,
- | s_name string,
- | s_address string,
- | s_nationkey bigint,
- | s_phone string,
- | s_acctbal double,
- | s_comment string)
- | USING PARQUET LOCATION '$supplierData'
- |""".stripMargin)
-
- val result = spark
- .sql(s"""
- | show tables;
- |""".stripMargin)
- .collect()
- assert(result.length == 8)
- }
-
- override protected def sparkConf: SparkConf = {
- super.sparkConf
- .set("spark.sql.files.maxPartitionBytes", "1g")
- .set("spark.serializer", "org.apache.spark.serializer.JavaSerializer")
- .set("spark.sql.shuffle.partitions", "5")
- .set("spark.sql.adaptive.enabled", "false")
- .set("spark.sql.files.minPartitionNum", "1")
- .set(
- "spark.sql.catalog.spark_catalog",
- "org.apache.spark.sql.execution.datasources.v2.clickhouse.ClickHouseSparkCatalog")
- .set("spark.databricks.delta.maxSnapshotLineageLength", "20")
- .set("spark.databricks.delta.snapshotPartitions", "1")
- .set("spark.databricks.delta.properties.defaults.checkpointInterval", "5")
- .set("spark.databricks.delta.stalenessLimit", "3600000")
- .set("spark.sql.extensions", "io.delta.sql.DeltaSparkSessionExtension")
- .set("spark.gluten.sql.columnar.columnarToRow", "true")
- .set("spark.gluten.sql.columnar.backend.ch.worker.id", "1")
- .set(GlutenConfig.GLUTEN_LIB_PATH, UTSystemParameters.clickHouseLibPath)
- .set("spark.gluten.sql.columnar.iterator", "true")
- .set("spark.gluten.sql.columnar.hashagg.enablefinal", "true")
- .set("spark.gluten.sql.enable.native.validation", "false")
- .set("spark.sql.warehouse.dir", warehouse)
- /* .set("spark.sql.catalogImplementation", "hive")
- .set("javax.jdo.option.ConnectionURL", s"jdbc:derby:;databaseName=${
- metaStorePathAbsolute + "/metastore_db"};create=true") */
- }
-
- override protected def afterAll(): Unit = {
- // guava cache invalidate event trigger remove operation may in seconds delay, so wait a bit
- // normally this doesn't take more than 1s
- eventually(timeout(60.seconds), interval(1.seconds)) {
- // Spark listener message was not sent in time with ci env.
- // In tpch case, there are more then 10 hbj data has build.
- // Let's just verify it was cleaned ever.
- assert(CHBroadcastBuildSideCache.size() <= 10)
- }
-
- ClickhouseSnapshot.clearAllFileStatusCache
- DeltaLog.clearCache()
- super.afterAll()
- // init GlutenConfig in the next beforeAll
- GlutenConfig.ins = null
- }
-
- override protected def runTPCHQuery(
- queryNum: Int,
- tpchQueries: String = tpchQueries,
- queriesResults: String = queriesResults,
- compareResult: Boolean = true,
- noFallBack: Boolean = true)(customCheck: DataFrame => Unit): Unit = {
- super.runTPCHQuery(queryNum, tpchQueries, queriesResults, compareResult, noFallBack)(
- customCheck)
- }
-
- protected def runTPCHQueryBySQL(
- queryNum: Int,
- sqlStr: String,
- queriesResults: String = queriesResults,
- compareResult: Boolean = true,
- noFallBack: Boolean = true)(customCheck: DataFrame => Unit): Unit = withDataFrame(sqlStr) {
- df =>
- if (compareResult) {
- verifyTPCHResult(df, s"q${"%02d".format(queryNum)}", queriesResults)
- } else {
- df.collect()
- }
- checkDataFrame(noFallBack, customCheck, df)
- }
-
-}
diff --git a/backends-clickhouse/src/test/scala/org/apache/gluten/execution/GlutenClickHouseTPCHBucketSuite.scala b/backends-clickhouse/src/test/scala/org/apache/gluten/execution/GlutenClickHouseTPCHBucketSuite.scala
index 59912e72222a..e05cf7274fef 100644
--- a/backends-clickhouse/src/test/scala/org/apache/gluten/execution/GlutenClickHouseTPCHBucketSuite.scala
+++ b/backends-clickhouse/src/test/scala/org/apache/gluten/execution/GlutenClickHouseTPCHBucketSuite.scala
@@ -234,10 +234,10 @@ class GlutenClickHouseTPCHBucketSuite
val plans = collect(df.queryExecution.executedPlan) {
case scanExec: BasicScanExecTransformer => scanExec
}
- assert(!(plans(0).asInstanceOf[FileSourceScanExecTransformer].bucketedScan))
- assert(plans(0).metrics("numFiles").value === 2)
- assert(plans(0).metrics("pruningTime").value === -1)
- assert(plans(0).metrics("numOutputRows").value === 591673)
+ assert(!plans.head.asInstanceOf[FileSourceScanExecTransformer].bucketedScan)
+ assert(plans.head.metrics("numFiles").value === 2)
+ assert(plans.head.metrics("pruningTime").value === pruningTimeValueSpark)
+ assert(plans.head.metrics("numOutputRows").value === 591673)
})
}
@@ -291,7 +291,7 @@ class GlutenClickHouseTPCHBucketSuite
}
if (sparkVersion.equals("3.2")) {
- assert(!(plans(11).asInstanceOf[FileSourceScanExecTransformer].bucketedScan))
+ assert(!plans(11).asInstanceOf[FileSourceScanExecTransformer].bucketedScan)
} else {
assert(plans(11).asInstanceOf[FileSourceScanExecTransformer].bucketedScan)
}
@@ -327,14 +327,14 @@ class GlutenClickHouseTPCHBucketSuite
.isInstanceOf[InputIteratorTransformer])
if (sparkVersion.equals("3.2")) {
- assert(!(plans(2).asInstanceOf[FileSourceScanExecTransformer].bucketedScan))
+ assert(!plans(2).asInstanceOf[FileSourceScanExecTransformer].bucketedScan)
} else {
assert(plans(2).asInstanceOf[FileSourceScanExecTransformer].bucketedScan)
}
assert(plans(2).metrics("numFiles").value === 2)
assert(plans(2).metrics("numOutputRows").value === 3111)
- assert(!(plans(3).asInstanceOf[FileSourceScanExecTransformer].bucketedScan))
+ assert(!plans(3).asInstanceOf[FileSourceScanExecTransformer].bucketedScan)
assert(plans(3).metrics("numFiles").value === 2)
assert(plans(3).metrics("numOutputRows").value === 72678)
})
@@ -366,12 +366,12 @@ class GlutenClickHouseTPCHBucketSuite
}
// bucket join
assert(
- plans(0)
+ plans.head
.asInstanceOf[HashJoinLikeExecTransformer]
.left
.isInstanceOf[ProjectExecTransformer])
assert(
- plans(0)
+ plans.head
.asInstanceOf[HashJoinLikeExecTransformer]
.right
.isInstanceOf[ProjectExecTransformer])
@@ -409,10 +409,10 @@ class GlutenClickHouseTPCHBucketSuite
val plans = collect(df.queryExecution.executedPlan) {
case scanExec: BasicScanExecTransformer => scanExec
}
- assert(!(plans(0).asInstanceOf[FileSourceScanExecTransformer].bucketedScan))
- assert(plans(0).metrics("numFiles").value === 2)
- assert(plans(0).metrics("pruningTime").value === -1)
- assert(plans(0).metrics("numOutputRows").value === 11618)
+ assert(!plans.head.asInstanceOf[FileSourceScanExecTransformer].bucketedScan)
+ assert(plans.head.metrics("numFiles").value === 2)
+ assert(plans.head.metrics("pruningTime").value === pruningTimeValueSpark)
+ assert(plans.head.metrics("numOutputRows").value === 11618)
})
}
@@ -425,12 +425,12 @@ class GlutenClickHouseTPCHBucketSuite
}
// bucket join
assert(
- plans(0)
+ plans.head
.asInstanceOf[HashJoinLikeExecTransformer]
.left
.isInstanceOf[FilterExecTransformerBase])
assert(
- plans(0)
+ plans.head
.asInstanceOf[HashJoinLikeExecTransformer]
.right
.isInstanceOf[ProjectExecTransformer])
@@ -585,7 +585,7 @@ class GlutenClickHouseTPCHBucketSuite
def checkResult(df: DataFrame, exceptedResult: Seq[Row]): Unit = {
// check the result
val result = df.collect()
- assert(result.size == exceptedResult.size)
+ assert(result.length == exceptedResult.size)
val sortedRes = result.map {
s =>
Row.fromSeq(s.toSeq.map {
@@ -786,7 +786,7 @@ class GlutenClickHouseTPCHBucketSuite
|order by l_orderkey, l_returnflag, t
|limit 10
|""".stripMargin
- runSql(SQL7, false)(
+ runSql(SQL7, noFallBack = false)(
df => {
checkResult(
df,
diff --git a/backends-clickhouse/src/test/scala/org/apache/gluten/execution/GlutenClickHouseTPCHNotNullSkipIndexSuite.scala b/backends-clickhouse/src/test/scala/org/apache/gluten/execution/GlutenClickHouseTPCHNotNullSkipIndexSuite.scala
deleted file mode 100644
index 52cdaf0592ad..000000000000
--- a/backends-clickhouse/src/test/scala/org/apache/gluten/execution/GlutenClickHouseTPCHNotNullSkipIndexSuite.scala
+++ /dev/null
@@ -1,271 +0,0 @@
-/*
- * 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.gluten.execution
-
-import org.apache.spark.SparkConf
-
-import java.io.File
-
-class GlutenClickHouseTPCHNotNullSkipIndexSuite extends GlutenClickHouseTPCHAbstractSuite {
-
- override protected val tablesPath: String = basePath + "/tpch-data-ch"
- override protected val tpchQueries: String = rootPath + "queries/tpch-queries-ch"
- override protected val queriesResults: String = rootPath + "mergetree-queries-output"
-
- override protected def sparkConf: SparkConf = {
- super.sparkConf
- .set("spark.shuffle.manager", "sort")
- .set("spark.io.compression.codec", "SNAPPY")
- .set("spark.sql.shuffle.partitions", "5")
- .set("spark.sql.autoBroadcastJoinThreshold", "10MB")
-// .set("spark.ui.enabled", "true")
-// .set("spark.gluten.sql.columnar.backend.ch.runtime_config.dump_pipeline", "true")
-// .set("spark.gluten.sql.columnar.backend.ch.runtime_config.logger.level", "debug")
- }
-
- test("test simple minmax index") {
- spark.sql(s"""
- |DROP TABLE IF EXISTS lineitem_mergetree_minmax;
- |""".stripMargin)
-
- spark.sql(s"""
- |CREATE TABLE IF NOT EXISTS lineitem_mergetree_minmax
- |(
- | l_orderkey bigint not null,
- | l_partkey bigint not null,
- | l_suppkey bigint not null,
- | l_linenumber bigint not null,
- | l_quantity double not null,
- | l_extendedprice double not null,
- | l_discount double not null,
- | l_tax double not null,
- | l_returnflag string not null,
- | l_linestatus string not null,
- | l_shipdate date not null,
- | l_commitdate date not null,
- | l_receiptdate date not null,
- | l_shipinstruct string not null,
- | l_shipmode string not null,
- | l_comment string not null
- |)
- |USING clickhouse
- |LOCATION '$basePath/lineitem_mergetree_minmax'
- |TBLPROPERTIES('minmaxIndexKey'='l_receiptdate')
- |""".stripMargin)
-
- spark.sql(s"""
- | insert into table lineitem_mergetree_minmax
- | select * from lineitem
- |""".stripMargin)
-
- val df = spark
- .sql(s"""
- |select count(*) from lineitem_mergetree_minmax where l_receiptdate = '1998-12-27'
- |""".stripMargin)
-
- val scanExec = collect(df.queryExecution.executedPlan) {
- case f: FileSourceScanExecTransformer => f
- }
- assert(scanExec.size == 1)
- val mergetreeScan = scanExec(0)
- val ret = df.collect()
- assert(ret.apply(0).get(0) == 1)
- val marks = mergetreeScan.metrics("selectedMarks").value
- assert(marks == 1)
-
- val directory = new File(s"$basePath/lineitem_mergetree_minmax")
- // find a folder whose name is like 48b70783-b3b8-4bf8-9c52-5261aead8e3e_0_006
- val partDir = directory.listFiles().filter(f => f.getName.length > 20).head
- assert(!partDir.listFiles().exists(p => p.getName.contains("null")))
- assert(
- partDir.listFiles().exists(p => p.getName.contains("skp_idx__minmax_l_receiptdate.idx2")))
- }
-
- test("test simple bloom filter index") {
- spark.sql(s"""
- |DROP TABLE IF EXISTS lineitem_mergetree_bf;
- |""".stripMargin)
-
- spark.sql(s"""
- CREATE TABLE IF NOT EXISTS lineitem_mergetree_bf
- |(
- | l_orderkey bigint not null,
- | l_partkey bigint not null,
- | l_suppkey bigint not null,
- | l_linenumber bigint not null,
- | l_quantity double not null,
- | l_extendedprice double not null,
- | l_discount double not null,
- | l_tax double not null,
- | l_returnflag string not null,
- | l_linestatus string not null,
- | l_shipdate date not null,
- | l_commitdate date not null,
- | l_receiptdate date not null,
- | l_shipinstruct string not null,
- | l_shipmode string not null,
- | l_comment string not null
- |)
- |USING clickhouse
- |LOCATION '$basePath/lineitem_mergetree_bf'
- |TBLPROPERTIES('bloomfilterIndexKey'='l_orderkey')
- |""".stripMargin)
-
- spark.sql(s"""
- | insert into table lineitem_mergetree_bf
- | select * from lineitem
- |""".stripMargin)
-
- val df = spark
- .sql(s"""
- select count(*) from lineitem_mergetree_bf where l_orderkey = '600000'
- |""".stripMargin)
-
- val scanExec = collect(df.queryExecution.executedPlan) {
- case f: FileSourceScanExecTransformer => f
- }
- assert(scanExec.size == 1)
- val mergetreeScan = scanExec(0)
- val ret = df.collect()
- assert(ret.apply(0).get(0) == 2)
- val marks = mergetreeScan.metrics("selectedMarks").value
- assert(marks == 1)
-
- val directory = new File(s"$basePath/lineitem_mergetree_bf")
- // find a folder whose name is like 48b70783-b3b8-4bf8-9c52-5261aead8e3e_0_006
- val partDir = directory.listFiles().filter(f => f.getName.length > 20).head
- assert(!partDir.listFiles().exists(p => p.getName.contains("null")))
- assert(
- partDir.listFiles().exists(p => p.getName.contains("skp_idx__bloomfilter_l_orderkey.idx")))
- }
-
- test("test simple set index") {
- spark.sql(s"""
- |DROP TABLE IF EXISTS lineitem_mergetree_set;
- |""".stripMargin)
-
- spark.sql(s"""
- CREATE TABLE IF NOT EXISTS lineitem_mergetree_set
- |(
- | l_orderkey bigint not null,
- | l_partkey bigint not null,
- | l_suppkey bigint not null,
- | l_linenumber bigint not null,
- | l_quantity double not null,
- | l_extendedprice double not null,
- | l_discount double not null,
- | l_tax double not null,
- | l_returnflag string not null,
- | l_linestatus string not null,
- | l_shipdate date not null,
- | l_commitdate date not null,
- | l_receiptdate date not null,
- | l_shipinstruct string not null,
- | l_shipmode string not null,
- | l_comment string not null
- |)
- |USING clickhouse
- |LOCATION '$basePath/lineitem_mergetree_set'
- |TBLPROPERTIES('setIndexKey'='l_orderkey')
- |""".stripMargin)
-
- spark.sql(s"""
- | insert into table lineitem_mergetree_set
- | select * from lineitem
- |""".stripMargin)
-
- val df = spark
- .sql(s"""
- select count(*) from lineitem_mergetree_set where l_orderkey = '600000'
- |""".stripMargin)
-
- val scanExec = collect(df.queryExecution.executedPlan) {
- case f: FileSourceScanExecTransformer => f
- }
- assert(scanExec.size == 1)
- val mergetreeScan = scanExec(0)
- val ret = df.collect()
- assert(ret.apply(0).get(0) == 2)
- val marks = mergetreeScan.metrics("selectedMarks").value
- assert(marks == 1)
-
- val directory = new File(s"$basePath/lineitem_mergetree_set")
- // find a folder whose name is like 48b70783-b3b8-4bf8-9c52-5261aead8e3e_0_006
- val partDir = directory.listFiles().filter(f => f.getName.length > 20).head
- assert(!partDir.listFiles().exists(p => p.getName.contains("null")))
- assert(partDir.listFiles().exists(p => p.getName.contains("skp_idx__set_l_orderkey.idx")))
- }
-
- test("test not null dataset inserted into nullable schema") {
-
- spark.sql(s"""
- |DROP TABLE IF EXISTS lineitem_mergetree_minmax2;
- |""".stripMargin)
-
- spark.sql(s"""
- |CREATE TABLE IF NOT EXISTS lineitem_mergetree_minmax2
- |(
- l_orderkey bigint ,
- | l_partkey bigint ,
- | l_suppkey bigint ,
- | l_linenumber bigint ,
- | l_quantity double ,
- | l_extendedprice double ,
- | l_discount double ,
- | l_tax double ,
- | l_returnflag string ,
- | l_linestatus string ,
- | l_shipdate date ,
- | l_commitdate date ,
- | l_receiptdate date ,
- | l_shipinstruct string ,
- | l_shipmode string ,
- | l_comment string
- |)
- |USING clickhouse
- |LOCATION '$basePath/lineitem_mergetree_minmax2'
- |TBLPROPERTIES('minmaxIndexKey'='l_receiptdate')
- |""".stripMargin)
-
- spark.sql(s"""
- | insert into table lineitem_mergetree_minmax2
- | select * from lineitem
- |""".stripMargin)
-
- val df = spark
- .sql(s"""
- |select count(*) from lineitem_mergetree_minmax2 where l_receiptdate = '1998-12-27'
- |""".stripMargin)
-
- val scanExec = collect(df.queryExecution.executedPlan) {
- case f: FileSourceScanExecTransformer => f
- }
- assert(scanExec.size == 1)
- val mergetreeScan = scanExec(0)
- val ret = df.collect()
- assert(ret.apply(0).get(0) == 1)
- val marks = mergetreeScan.metrics("selectedMarks").value
- assert(marks == 1)
-
- val directory = new File(s"$basePath/lineitem_mergetree_minmax2")
- // find a folder whose name is like 48b70783-b3b8-4bf8-9c52-5261aead8e3e_0_006
- val partDir = directory.listFiles().filter(f => f.getName.length > 20).head
- assert(partDir.listFiles().exists(p => p.getName.contains("null")))
- assert(
- partDir.listFiles().exists(p => p.getName.contains("skp_idx__minmax_l_receiptdate.idx2")))
- }
-}
diff --git a/backends-clickhouse/src/test/scala/org/apache/gluten/execution/GlutenClickHouseTPCHNullableColumnarShuffleSuite.scala b/backends-clickhouse/src/test/scala/org/apache/gluten/execution/GlutenClickHouseTPCHNullableColumnarShuffleSuite.scala
deleted file mode 100644
index c5f67f45d577..000000000000
--- a/backends-clickhouse/src/test/scala/org/apache/gluten/execution/GlutenClickHouseTPCHNullableColumnarShuffleSuite.scala
+++ /dev/null
@@ -1,202 +0,0 @@
-/*
- * 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.gluten.execution
-
-import org.apache.spark.SparkConf
-import org.apache.spark.sql.catalyst.optimizer.{BuildLeft, BuildRight}
-
-class GlutenClickHouseTPCHNullableColumnarShuffleSuite extends GlutenClickHouseTPCHAbstractSuite {
-
- override protected val createNullableTables = true
-
- override protected val tablesPath: String = basePath + "/tpch-data-ch"
- override protected val tpchQueries: String = rootPath + "queries/tpch-queries-ch"
- override protected val queriesResults: String = rootPath + "mergetree-queries-output"
-
- /** Run Gluten + ClickHouse Backend with SortShuffleManager */
- override protected def sparkConf: SparkConf = {
- super.sparkConf
- .set("spark.shuffle.manager", "org.apache.spark.shuffle.sort.ColumnarShuffleManager")
- .set("spark.io.compression.codec", "LZ4")
- .set("spark.sql.shuffle.partitions", "5")
- .set("spark.sql.autoBroadcastJoinThreshold", "10MB")
- }
-
- test("TPCH Q1") {
- runTPCHQuery(1) {
- df =>
- val scanExec = df.queryExecution.executedPlan.collect {
- case scanExec: BasicScanExecTransformer => true
- }
- assert(scanExec.size == 1)
- }
- }
-
- test("TPCH Q2") {
- runTPCHQuery(2) {
- df =>
- val scanExec = df.queryExecution.executedPlan.collect {
- case scanExec: BasicScanExecTransformer => scanExec
- }
- assert(scanExec.size == 8)
- }
- }
-
- test("TPCH Q3") {
- withSQLConf(("spark.sql.autoBroadcastJoinThreshold", "-1")) {
- runTPCHQuery(3) {
- df =>
- val shjBuildLeft = df.queryExecution.executedPlan.collect {
- case shj: ShuffledHashJoinExecTransformerBase if shj.joinBuildSide == BuildLeft => shj
- }
- assert(shjBuildLeft.size == 1)
- val shjBuildRight = df.queryExecution.executedPlan.collect {
- case shj: ShuffledHashJoinExecTransformerBase if shj.joinBuildSide == BuildRight => shj
- }
- assert(shjBuildRight.size == 1)
- }
- }
- }
-
- test("TPCH Q4") {
- runTPCHQuery(4) { df => }
- }
-
- test("TPCH Q5") {
- withSQLConf(("spark.sql.autoBroadcastJoinThreshold", "-1")) {
- runTPCHQuery(5) {
- df =>
- val bhjRes = df.queryExecution.executedPlan.collect {
- case bhj: BroadcastHashJoinExecTransformerBase => bhj
- }
- assert(bhjRes.isEmpty)
- }
- }
- }
-
- test("TPCH Q6") {
- runTPCHQuery(6) { df => }
- }
-
- test("TPCH Q7") {
- withSQLConf(
- ("spark.sql.shuffle.partitions", "1"),
- ("spark.sql.autoBroadcastJoinThreshold", "-1")) {
- runTPCHQuery(7) { df => }
- }
- }
-
- test("TPCH Q8") {
- withSQLConf(
- ("spark.sql.shuffle.partitions", "1"),
- ("spark.sql.autoBroadcastJoinThreshold", "-1")) {
- runTPCHQuery(8) { df => }
- }
- }
-
- test("TPCH Q9") {
- runTPCHQuery(9) { df => }
- }
-
- test("TPCH Q9 without BHJ") {
- withSQLConf(("spark.sql.autoBroadcastJoinThreshold", "-1")) {
- runTPCHQuery(9) { df => }
- }
- }
-
- test("TPCH Q10") {
- runTPCHQuery(10) { df => }
- }
-
- test("TPCH Q11") {
- runTPCHQuery(11) { df => }
- }
-
- test("TPCH Q12") {
- runTPCHQuery(12) { df => }
- }
-
- test("TPCH Q13") {
- runTPCHQuery(13) { df => }
- }
-
- test("TPCH Q14") {
- withSQLConf(
- ("spark.sql.shuffle.partitions", "1"),
- ("spark.sql.autoBroadcastJoinThreshold", "-1")) {
- runTPCHQuery(14) { df => }
- }
- }
-
- test("TPCH Q15") {
- runTPCHQuery(15) { df => }
- }
-
- test("TPCH Q16") {
- runTPCHQuery(16, noFallBack = false) { df => }
- }
-
- test("TPCH Q17") {
- withSQLConf(("spark.shuffle.sort.bypassMergeThreshold", "2")) {
- runTPCHQuery(17) { df => }
- }
- }
-
- test("TPCH Q18") {
- withSQLConf(("spark.shuffle.sort.bypassMergeThreshold", "2")) {
- runTPCHQuery(18) { df => }
- }
- }
-
- test("TPCH Q19") {
- runTPCHQuery(19) { df => }
- }
-
- test("TPCH Q20") {
- runTPCHQuery(20) { df => }
- }
-
- test("TPCH Q21") {
- runTPCHQuery(21, noFallBack = false) { df => }
- }
-
- test("TPCH Q22") {
- runTPCHQuery(22) { df => }
- }
-
- test("test 'select count(*) from table'") {
- val result = runSql("""
- |select count(*) from lineitem
- |""".stripMargin) { _ => }
- }
-
- test("test 'select count(*)'") {
- val result = runSql("""
- |select count(*) from lineitem
- |where l_quantity < 24
- |""".stripMargin) { _ => }
- assert(result(0).getLong(0) == 275436L)
- }
-
- test("test 'select count(1)'") {
- val result = runSql("""
- |select count(1) from lineitem
- |where l_quantity < 20
- |""".stripMargin) { _ => }
- assert(result(0).getLong(0) == 227302L)
- }
-}
diff --git a/backends-clickhouse/src/test/scala/org/apache/gluten/execution/GlutenClickHouseTPCHNullableSkipIndexSuite.scala b/backends-clickhouse/src/test/scala/org/apache/gluten/execution/GlutenClickHouseTPCHNullableSkipIndexSuite.scala
deleted file mode 100644
index 3d44f500a879..000000000000
--- a/backends-clickhouse/src/test/scala/org/apache/gluten/execution/GlutenClickHouseTPCHNullableSkipIndexSuite.scala
+++ /dev/null
@@ -1,277 +0,0 @@
-/*
- * 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.gluten.execution
-
-import org.apache.spark.SparkConf
-
-import java.io.File
-
-class GlutenClickHouseTPCHNullableSkipIndexSuite extends GlutenClickHouseTPCHAbstractSuite {
-
- override protected val createNullableTables = true
-
- override protected val tablesPath: String = basePath + "/tpch-data-ch"
- override protected val tpchQueries: String = rootPath + "queries/tpch-queries-ch"
- override protected val queriesResults: String = rootPath + "mergetree-queries-output"
- override protected def sparkConf: SparkConf = {
- super.sparkConf
- .set("spark.shuffle.manager", "sort")
- .set("spark.io.compression.codec", "SNAPPY")
- .set("spark.sql.shuffle.partitions", "5")
- .set("spark.sql.autoBroadcastJoinThreshold", "10MB")
-// .set("spark.ui.enabled", "true")
-// .set("spark.gluten.sql.columnar.backend.ch.runtime_config.dump_pipeline", "true")
-// .set("spark.gluten.sql.columnar.backend.ch.runtime_config.logger.level", "debug")
- }
-
- test("test simple minmax index") {
- spark.sql(s"""
- |DROP TABLE IF EXISTS lineitem_mergetree_minmax;
- |""".stripMargin)
-
- spark.sql(s"""
- |CREATE TABLE IF NOT EXISTS lineitem_mergetree_minmax
- |(
- | l_orderkey bigint,
- | l_partkey bigint,
- | l_suppkey bigint,
- | l_linenumber bigint,
- | l_quantity double,
- | l_extendedprice double,
- | l_discount double,
- | l_tax double,
- | l_returnflag string,
- | l_linestatus string,
- | l_shipdate date,
- | l_commitdate date,
- | l_receiptdate date,
- | l_shipinstruct string,
- | l_shipmode string,
- | l_comment string
- |)
- |USING clickhouse
- |LOCATION '$basePath/lineitem_mergetree_minmax'
- |TBLPROPERTIES('minmaxIndexKey'='l_receiptdate')
- |""".stripMargin)
-
- spark.sql(s"""
- | insert into table lineitem_mergetree_minmax
- | select * from lineitem
- |""".stripMargin)
-
- val df = spark
- .sql(s"""
- |select count(*) from lineitem_mergetree_minmax where l_receiptdate = '1998-12-27'
- |""".stripMargin)
-
- val scanExec = collect(df.queryExecution.executedPlan) {
- case f: FileSourceScanExecTransformer => f
- }
- assert(scanExec.size == 1)
- val mergetreeScan = scanExec(0)
- val ret = df.collect()
- assert(ret.apply(0).get(0) == 1)
- val marks = mergetreeScan.metrics("selectedMarks").value
- assert(marks == 1)
-
- val directory = new File(s"$basePath/lineitem_mergetree_minmax")
- // find a folder whose name is like 48b70783-b3b8-4bf8-9c52-5261aead8e3e_0_006
- val partDir = directory.listFiles().filter(f => f.getName.length > 20).head
- assert(
- partDir.listFiles().exists(p => p.getName.contains("skp_idx__minmax_l_receiptdate.idx2")))
- }
-
- test("test simple bloom filter index") {
-
- spark.sql(s"""
- |DROP TABLE IF EXISTS lineitem_mergetree_bf;
- |""".stripMargin)
-
- spark.sql(s"""
- |CREATE TABLE IF NOT EXISTS lineitem_mergetree_bf
- |(
- | l_orderkey bigint,
- | l_partkey bigint,
- | l_suppkey bigint,
- | l_linenumber bigint,
- | l_quantity double,
- | l_extendedprice double,
- | l_discount double,
- | l_tax double,
- | l_returnflag string,
- | l_linestatus string,
- | l_shipdate date,
- | l_commitdate date,
- | l_receiptdate date,
- | l_shipinstruct string,
- | l_shipmode string,
- | l_comment string
- |)
- |USING clickhouse
- |LOCATION '$basePath/lineitem_mergetree_bf'
- |TBLPROPERTIES('bloomfilterIndexKey'='l_orderkey')
- |""".stripMargin)
-
- spark.sql(s"""
- | insert into table lineitem_mergetree_bf
- | select * from lineitem
- |""".stripMargin)
-
- val df = spark
- .sql(s"""
- |select count(*) from lineitem_mergetree_bf where l_orderkey = '600000'
- |""".stripMargin)
-
- val scanExec = collect(df.queryExecution.executedPlan) {
- case f: FileSourceScanExecTransformer => f
- }
- assert(scanExec.size == 1)
- val mergetreeScan = scanExec(0)
- val ret = df.collect()
- assert(ret.apply(0).get(0) == 2)
- val marks = mergetreeScan.metrics("selectedMarks").value
- assert(marks == 1)
-
- val directory = new File(s"$basePath/lineitem_mergetree_bf")
- // find a folder whose name is like 48b70783-b3b8-4bf8-9c52-5261aead8e3e_0_006
- val partDir = directory.listFiles().filter(f => f.getName.length > 20).head
- assert(
- partDir.listFiles().exists(p => p.getName.contains("skp_idx__bloomfilter_l_orderkey.idx")))
-
- }
-
- test("test simple set index") {
- spark.sql(s"""
- |DROP TABLE IF EXISTS lineitem_mergetree_set;
- |""".stripMargin)
-
- spark.sql(s"""
- CREATE TABLE IF NOT EXISTS lineitem_mergetree_set
- |(
- | l_orderkey bigint ,
- | l_partkey bigint ,
- | l_suppkey bigint ,
- | l_linenumber bigint ,
- | l_quantity double ,
- | l_extendedprice double ,
- | l_discount double ,
- | l_tax double ,
- | l_returnflag string ,
- | l_linestatus string ,
- | l_shipdate date ,
- | l_commitdate date ,
- | l_receiptdate date ,
- | l_shipinstruct string ,
- | l_shipmode string ,
- | l_comment string
- |)
- |USING clickhouse
- |LOCATION '$basePath/lineitem_mergetree_set'
- |TBLPROPERTIES('setIndexKey'='l_orderkey')
- |""".stripMargin)
-
- spark.sql(s"""
- | insert into table lineitem_mergetree_set
- | select * from lineitem
- |""".stripMargin)
-
- val df = spark
- .sql(s"""
- |select count(*) from lineitem_mergetree_set where l_orderkey = '600000'
- |""".stripMargin)
-
- val scanExec = collect(df.queryExecution.executedPlan) {
- case f: FileSourceScanExecTransformer => f
- }
- assert(scanExec.size == 1)
- val mergetreeScan = scanExec(0)
- val ret = df.collect()
- assert(ret.apply(0).get(0) == 2)
- val marks = mergetreeScan.metrics("selectedMarks").value
- assert(marks == 1)
-
- val directory = new File(s"$basePath/lineitem_mergetree_set")
- // find a folder whose name is like 48b70783-b3b8-4bf8-9c52-5261aead8e3e_0_006
- val partDir = directory.listFiles().filter(f => f.getName.length > 20).head
- assert(partDir.listFiles().exists(p => p.getName.contains("skp_idx__set_l_orderkey.idx")))
- }
-
- test("test nullable dataset inserted into not null schema") {
-
- spark.sql(s"""
- |DROP TABLE IF EXISTS lineitem_mergetree_minmax2;
- |""".stripMargin)
-
- spark.sql(s"""
- |CREATE TABLE IF NOT EXISTS lineitem_mergetree_minmax2
- |(
- | l_orderkey bigint not null,
- | l_partkey bigint not null,
- | l_suppkey bigint not null,
- | l_linenumber bigint not null,
- | l_quantity double not null,
- | l_extendedprice double not null,
- | l_discount double not null,
- | l_tax double not null,
- | l_returnflag string not null,
- | l_linestatus string not null,
- | l_shipdate date not null,
- | l_commitdate date not null,
- | l_receiptdate date not null,
- | l_shipinstruct string not null,
- | l_shipmode string not null,
- | l_comment string not null
- |)
- |USING clickhouse
- |LOCATION '$basePath/lineitem_mergetree_minmax2'
- |TBLPROPERTIES('minmaxIndexKey'='l_receiptdate')
- |""".stripMargin)
-
- spark.sql(s"""
- | insert into table lineitem_mergetree_minmax2
- | select * from lineitem
- |""".stripMargin)
-
- val df = spark
- .sql(s"""
- |select count(*) from lineitem_mergetree_minmax2 where l_receiptdate = '1998-12-27'
- |""".stripMargin)
-
- val scanExec = collect(df.queryExecution.executedPlan) {
- case f: FileSourceScanExecTransformer => f
- }
- assert(scanExec.size == 1)
- val mergetreeScan = scanExec(0)
- val ret = df.collect()
- assert(ret.apply(0).get(0) == 1)
- val marks = mergetreeScan.metrics("selectedMarks").value
- assert(marks == 1)
-
- val directory = new File(s"$basePath/lineitem_mergetree_minmax2")
- // find a folder whose name is like 48b70783-b3b8-4bf8-9c52-5261aead8e3e_0_006
- val partDir = directory.listFiles().filter(f => f.getName.length > 20).head
- assert(!partDir.listFiles().exists(p => p.getName.contains("null")))
- assert(
- partDir.listFiles().exists(p => p.getName.contains("skp_idx__minmax_l_receiptdate.idx2")))
- }
-
- // TODO:
- // 1. auto check visited granule (effectiveness of index)
- // 2. set index is implemented, but not encouraged because we by default does not cap set size
- // 3. need to test minmax/bf/set index on every type (bloom filter on date32, e.g. is not working)
- // 4. complex case where a column has many types of indexes / a type of index on many columns
-}
diff --git a/backends-clickhouse/src/test/scala/org/apache/gluten/execution/GlutenClickHouseTPCHNullableSuite.scala b/backends-clickhouse/src/test/scala/org/apache/gluten/execution/GlutenClickHouseTPCHNullableSuite.scala
deleted file mode 100644
index 7f62c6993157..000000000000
--- a/backends-clickhouse/src/test/scala/org/apache/gluten/execution/GlutenClickHouseTPCHNullableSuite.scala
+++ /dev/null
@@ -1,255 +0,0 @@
-/*
- * 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.gluten.execution
-
-import org.apache.gluten.GlutenConfig
-
-import org.apache.spark.SparkConf
-import org.apache.spark.sql.catalyst.expressions.Alias
-import org.apache.spark.sql.catalyst.optimizer.{BuildLeft, BuildRight}
-
-class GlutenClickHouseTPCHNullableSuite extends GlutenClickHouseTPCHAbstractSuite {
-
- override protected val createNullableTables = true
-
- override protected val tablesPath: String = basePath + "/tpch-data-ch"
- override protected val tpchQueries: String = rootPath + "queries/tpch-queries-ch"
- override protected val queriesResults: String = rootPath + "mergetree-queries-output"
-
- /** Run Gluten + ClickHouse Backend with SortShuffleManager */
- override protected def sparkConf: SparkConf = {
- super.sparkConf
- .set("spark.shuffle.manager", "sort")
- .set("spark.io.compression.codec", "SNAPPY")
- .set("spark.sql.shuffle.partitions", "5")
- .set("spark.sql.autoBroadcastJoinThreshold", "10MB")
- }
-
- test("TPCH Q1") {
- runTPCHQuery(1) {
- df =>
- val scanExec = df.queryExecution.executedPlan.collect {
- case scanExec: BasicScanExecTransformer => true
- }
- assert(scanExec.size == 1)
- }
- }
-
- test("TPCH Q2") {
- runTPCHQuery(2) {
- df =>
- val scanExec = df.queryExecution.executedPlan.collect {
- case scanExec: BasicScanExecTransformer => scanExec
- }
- assert(scanExec.size == 8)
- }
- }
-
- test("TPCH Q3") {
- withSQLConf(("spark.sql.autoBroadcastJoinThreshold", "-1")) {
- runTPCHQuery(3) {
- df =>
- val shjBuildLeft = df.queryExecution.executedPlan.collect {
- case shj: ShuffledHashJoinExecTransformerBase if shj.joinBuildSide == BuildLeft => shj
- }
- assert(shjBuildLeft.size == 1)
- val shjBuildRight = df.queryExecution.executedPlan.collect {
- case shj: ShuffledHashJoinExecTransformerBase if shj.joinBuildSide == BuildRight => shj
- }
- assert(shjBuildRight.size == 1)
- }
- }
- }
-
- test("TPCH Q4") {
- runTPCHQuery(4) { df => }
- }
-
- test("TPCH Q5") {
- withSQLConf(("spark.sql.autoBroadcastJoinThreshold", "-1")) {
- runTPCHQuery(5) {
- df =>
- val bhjRes = df.queryExecution.executedPlan.collect {
- case bhj: BroadcastHashJoinExecTransformerBase => bhj
- }
- assert(bhjRes.isEmpty)
- }
- }
- }
-
- test("TPCH Q6") {
- runTPCHQuery(6) { df => }
- }
-
- test("TPCH Q7") {
- withSQLConf(
- ("spark.sql.shuffle.partitions", "1"),
- ("spark.sql.autoBroadcastJoinThreshold", "-1")) {
- runTPCHQuery(7) { df => }
- }
- }
-
- test("TPCH Q8") {
- withSQLConf(
- ("spark.sql.shuffle.partitions", "1"),
- ("spark.sql.autoBroadcastJoinThreshold", "-1")) {
- runTPCHQuery(8) { df => }
- }
- }
-
- test("TPCH Q9") {
- runTPCHQuery(9) { df => }
- }
-
- test("TPCH Q9 without BHJ") {
- withSQLConf(("spark.sql.autoBroadcastJoinThreshold", "-1")) {
- runTPCHQuery(9) { df => }
- }
- }
-
- test("TPCH Q10") {
- runTPCHQuery(10) { df => }
- }
-
- test("TPCH Q11") {
- runTPCHQuery(11) { df => }
- }
-
- test("TPCH Q12") {
- runTPCHQuery(12) { df => }
- }
-
- test("TPCH Q13") {
- runTPCHQuery(13) { df => }
- }
-
- test("TPCH Q14") {
- withSQLConf(
- ("spark.sql.shuffle.partitions", "1"),
- ("spark.sql.autoBroadcastJoinThreshold", "-1")) {
- runTPCHQuery(14) { df => }
- }
- }
-
- test("TPCH Q15") {
- runTPCHQuery(15) { df => }
- }
-
- test("TPCH Q16") {
- runTPCHQuery(16, noFallBack = false) { df => }
- }
-
- test("TPCH Q17") {
- withSQLConf(("spark.shuffle.sort.bypassMergeThreshold", "2")) {
- runTPCHQuery(17) { df => }
- }
- }
-
- test("TPCH Q18") {
- withSQLConf(("spark.shuffle.sort.bypassMergeThreshold", "2")) {
- runTPCHQuery(18) { df => }
- }
- }
-
- test("TPCH Q19") {
- runTPCHQuery(19) { df => }
- }
-
- test("TPCH Q20") {
- runTPCHQuery(20) { df => }
- }
-
- test("TPCH Q21") {
- runTPCHQuery(21, noFallBack = false) { df => }
- }
-
- test("TPCH Q22") {
- runTPCHQuery(22) { df => }
- }
-
- test("test 'select count(*) from table'") {
- val result = runSql("""
- |select count(*) from lineitem
- |""".stripMargin) { _ => }
- }
-
- test("test 'select count(*)'") {
- val result = runSql("""
- |select count(*) from lineitem
- |where l_quantity < 24
- |""".stripMargin) { _ => }
- assert(result(0).getLong(0) == 275436L)
- }
-
- test("test 'select count(1)'") {
- val result = runSql("""
- |select count(1) from lineitem
- |where l_quantity < 20
- |""".stripMargin) { _ => }
- assert(result(0).getLong(0) == 227302L)
- }
-
- test("test 'GLUTEN-5016'") {
- withSQLConf(("spark.gluten.sql.columnar.preferColumnar", "false")) {
- val sql =
- """
- |SELECT
- | sum(l_quantity) AS sum_qty
- |FROM
- | lineitem
- |WHERE
- | l_shipdate <= date'1998-09-02'
- |""".stripMargin
- runSql(sql, noFallBack = true) { _ => }
- }
- }
-
- test("test rewrite date conversion") {
- val sqlStr =
- """
- |SELECT
- |to_date(
- | from_unixtime(
- | unix_timestamp(date_format(l_shipdate, 'yyyyMMdd'), 'yyyyMMdd')
- | )
- |)
- |FROM lineitem
- |limit 10
- |""".stripMargin
-
- Seq(("true", false), ("false", true)).foreach(
- conf => {
- withSQLConf((GlutenConfig.ENABLE_CH_REWRITE_DATE_CONVERSION.key, conf._1)) {
- runSql(sqlStr)(
- df => {
- val project = df.queryExecution.executedPlan.collect {
- case project: ProjectExecTransformer => project
- }
- assert(project.size == 1)
- assert(
- project
- .apply(0)
- .projectList(0)
- .asInstanceOf[Alias]
- .child
- .toString()
- .contains("from_unixtime") == conf._2)
- })
- }
- })
- }
-}
diff --git a/backends-clickhouse/src/test/scala/org/apache/gluten/execution/GlutenClickHouseTPCHSuite.scala b/backends-clickhouse/src/test/scala/org/apache/gluten/execution/GlutenClickHouseTPCHSuite.scala
index d26891ddb1ea..1c09449c817f 100644
--- a/backends-clickhouse/src/test/scala/org/apache/gluten/execution/GlutenClickHouseTPCHSuite.scala
+++ b/backends-clickhouse/src/test/scala/org/apache/gluten/execution/GlutenClickHouseTPCHSuite.scala
@@ -500,5 +500,36 @@ class GlutenClickHouseTPCHSuite extends GlutenClickHouseTPCHAbstractSuite {
compareResultsAgainstVanillaSpark(sql2, true, { _ => })
}
+
+ test("existence join") {
+ spark.sql("create table t1(a int, b int) using parquet")
+ spark.sql("create table t2(a int, b int) using parquet")
+ spark.sql("insert into t1 values(0, 0), (1, 2), (2, 3), (3, 4), (null, 5), (6, null)")
+ spark.sql("insert into t2 values(0, 0), (1, 2), (2, 3), (2,4), (null, 5), (6, null)")
+
+ val sql1 = """
+ |select * from t1 where exists (select 1 from t2 where t1.a = t2.a) or t1.a > 1
+ |""".stripMargin
+ compareResultsAgainstVanillaSpark(sql1, true, { _ => })
+
+ val sql2 = """
+ |select * from t1 where exists (select 1 from t2 where t1.a = t2.a) or t1.a > 3
+ |""".stripMargin
+ compareResultsAgainstVanillaSpark(sql2, true, { _ => })
+
+ val sql3 = """
+ |select * from t1 where exists (select 1 from t2 where t1.a = t2.a) or t1.b > 0
+ |""".stripMargin
+ compareResultsAgainstVanillaSpark(sql3, true, { _ => })
+
+ val sql4 = """
+ |select * from t1 where exists (select 1 from t2
+ |where t1.a = t2.a and t1.b = t2.b) or t1.a > 0
+ |""".stripMargin
+ compareResultsAgainstVanillaSpark(sql4, true, { _ => })
+
+ spark.sql("drop table t1")
+ spark.sql("drop table t2")
+ }
}
// scalastyle:off line.size.limit
diff --git a/backends-clickhouse/src/test/scala/org/apache/gluten/execution/GlutenClickHouseTableAfterRestart.scala b/backends-clickhouse/src/test/scala/org/apache/gluten/execution/GlutenClickHouseTableAfterRestart.scala
deleted file mode 100644
index f9e831cb4aa7..000000000000
--- a/backends-clickhouse/src/test/scala/org/apache/gluten/execution/GlutenClickHouseTableAfterRestart.scala
+++ /dev/null
@@ -1,368 +0,0 @@
-/*
- * 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.gluten.execution
-
-import org.apache.spark.SparkConf
-import org.apache.spark.sql.SparkSession
-import org.apache.spark.sql.SparkSession.{getActiveSession, getDefaultSession}
-import org.apache.spark.sql.delta.{ClickhouseSnapshot, DeltaLog}
-import org.apache.spark.sql.delta.catalog.ClickHouseTableV2
-import org.apache.spark.sql.execution.adaptive.AdaptiveSparkPlanHelper
-
-import org.apache.commons.io.FileUtils
-
-import java.io.File
-
-// Some sqls' line length exceeds 100
-// scalastyle:off line.size.limit
-
-// This suite is to make sure clickhouse commands works well even after spark restart
-class GlutenClickHouseTableAfterRestart
- extends GlutenClickHouseTPCHAbstractSuite
- with AdaptiveSparkPlanHelper {
-
- override protected val needCopyParquetToTablePath = true
-
- override protected val tablesPath: String = basePath + "/tpch-data"
- override protected val tpchQueries: String = rootPath + "queries/tpch-queries-ch"
- override protected val queriesResults: String = rootPath + "mergetree-queries-output"
-
- /** Run Gluten + ClickHouse Backend with SortShuffleManager */
- override protected def sparkConf: SparkConf = {
- super.sparkConf
- .set("spark.shuffle.manager", "org.apache.spark.shuffle.sort.ColumnarShuffleManager")
- .set("spark.io.compression.codec", "LZ4")
- .set("spark.sql.shuffle.partitions", "5")
- .set("spark.sql.autoBroadcastJoinThreshold", "10MB")
- .set("spark.sql.adaptive.enabled", "true")
- .set("spark.gluten.sql.columnar.backend.ch.runtime_config.logger.level", "error")
- .set(
- "spark.gluten.sql.columnar.backend.ch.runtime_config.user_defined_path",
- "/tmp/user_defined")
- .set("spark.sql.files.maxPartitionBytes", "20000000")
- .set("spark.ui.enabled", "true")
- .set(
- "spark.gluten.sql.columnar.backend.ch.runtime_settings.min_insert_block_size_rows",
- "100000")
- .set(
- "spark.gluten.sql.columnar.backend.ch.runtime_settings.mergetree.merge_after_insert",
- "false")
- .set(
- "spark.gluten.sql.columnar.backend.ch.runtime_settings.input_format_parquet_max_block_size",
- "8192")
- }
-
- override protected def createTPCHNotNullTables(): Unit = {
- createNotNullTPCHTablesInParquet(tablesPath)
- }
-
- private var _hiveSpark: SparkSession = _
- override protected def spark: SparkSession = _hiveSpark
-
- override protected def initializeSession(): Unit = {
- if (_hiveSpark == null) {
- val hiveMetaStoreDB = metaStorePathAbsolute + "/metastore_db_" + current_db_num
- current_db_num += 1
-
- _hiveSpark = SparkSession
- .builder()
- .config(sparkConf)
- .enableHiveSupport()
- .config(
- "javax.jdo.option.ConnectionURL",
- s"jdbc:derby:;databaseName=$hiveMetaStoreDB;create=true")
- .master("local[2]")
- .getOrCreate()
- }
- }
-
- override protected def afterAll(): Unit = {
- DeltaLog.clearCache()
-
- try {
- super.afterAll()
- } finally {
- try {
- if (_hiveSpark != null) {
- try {
- _hiveSpark.sessionState.catalog.reset()
- } finally {
- _hiveSpark.stop()
- _hiveSpark = null
- }
- }
- } finally {
- SparkSession.clearActiveSession()
- SparkSession.clearDefaultSession()
- }
- }
- }
-
- var current_db_num: Int = 0
-
- test("test mergetree after restart") {
- spark.sql(s"""
- |DROP TABLE IF EXISTS lineitem_mergetree;
- |""".stripMargin)
-
- spark.sql(s"""
- |CREATE TABLE IF NOT EXISTS lineitem_mergetree
- |(
- | l_orderkey bigint,
- | l_partkey bigint,
- | l_suppkey bigint,
- | l_linenumber bigint,
- | l_quantity double,
- | l_extendedprice double,
- | l_discount double,
- | l_tax double,
- | l_returnflag string,
- | l_linestatus string,
- | l_shipdate date,
- | l_commitdate date,
- | l_receiptdate date,
- | l_shipinstruct string,
- | l_shipmode string,
- | l_comment string
- |)
- |USING clickhouse
- |LOCATION '$basePath/lineitem_mergetree'
- |""".stripMargin)
-
- spark.sql(s"""
- | insert into table lineitem_mergetree
- | select * from lineitem
- |""".stripMargin)
-
- val sqlStr =
- s"""
- |SELECT
- | l_returnflag,
- | l_linestatus,
- | sum(l_quantity) AS sum_qty,
- | sum(l_extendedprice) AS sum_base_price,
- | sum(l_extendedprice * (1 - l_discount)) AS sum_disc_price,
- | sum(l_extendedprice * (1 - l_discount) * (1 + l_tax)) AS sum_charge,
- | avg(l_quantity) AS avg_qty,
- | avg(l_extendedprice) AS avg_price,
- | avg(l_discount) AS avg_disc,
- | count(*) AS count_order
- |FROM
- | lineitem_mergetree
- |WHERE
- | l_shipdate <= date'1998-09-02' - interval 1 day
- |GROUP BY
- | l_returnflag,
- | l_linestatus
- |ORDER BY
- | l_returnflag,
- | l_linestatus;
- |
- |""".stripMargin
-
- // before restart, check if cache works
- {
- runTPCHQueryBySQL(1, sqlStr)(_ => {})
- val oldMissingCount1 = ClickhouseSnapshot.deltaScanCache.stats().missCount()
- val oldMissingCount2 = ClickhouseSnapshot.addFileToAddMTPCache.stats().missCount()
-
- // for this run, missing count should not increase
- runTPCHQueryBySQL(1, sqlStr)(_ => {})
- val stats1 = ClickhouseSnapshot.deltaScanCache.stats()
- assertResult(oldMissingCount1)(stats1.missCount())
- val stats2 = ClickhouseSnapshot.addFileToAddMTPCache.stats()
- assertResult(oldMissingCount2)(stats2.missCount())
- }
-
- val oldMissingCount1 = ClickhouseSnapshot.deltaScanCache.stats().missCount()
- val oldMissingCount2 = ClickhouseSnapshot.addFileToAddMTPCache.stats().missCount()
-
- restartSpark()
-
- runTPCHQueryBySQL(1, sqlStr)(_ => {})
-
- // after restart, additionally check stats of delta scan cache
- val stats1 = ClickhouseSnapshot.deltaScanCache.stats()
- assertResult(oldMissingCount1 + 1)(stats1.missCount())
- val stats2 = ClickhouseSnapshot.addFileToAddMTPCache.stats()
- assertResult(oldMissingCount2 + 6)(stats2.missCount())
- }
-
- test("test optimize after restart") {
- spark.sql(s"""
- |DROP TABLE IF EXISTS table_restart_optimize;
- |""".stripMargin)
-
- spark.sql(s"""
- |CREATE TABLE IF NOT EXISTS table_restart_optimize (id bigint, name string)
- |USING clickhouse
- |LOCATION '$basePath/table_restart_optimize'
- |""".stripMargin)
-
- spark.sql(s"""
- | insert into table table_restart_optimize values (1,"tom"), (2, "jim")
- |""".stripMargin)
- // second file
- spark.sql(s"""
- | insert into table table_restart_optimize values (1,"tom"), (2, "jim")
- |""".stripMargin)
-
- restartSpark()
-
- spark.sql("optimize table_restart_optimize")
- assertResult(4)(
- spark.sql("select count(*) from table_restart_optimize").collect().apply(0).get(0))
- }
-
- test("test vacuum after restart") {
- spark.sql(s"""
- |DROP TABLE IF EXISTS table_restart_vacuum;
- |""".stripMargin)
-
- spark.sql(s"""
- |CREATE TABLE IF NOT EXISTS table_restart_vacuum (id bigint, name string)
- |USING clickhouse
- |LOCATION '$basePath/table_restart_vacuum'
- |""".stripMargin)
-
- spark.sql(s"""
- | insert into table table_restart_vacuum values (1,"tom"), (2, "jim")
- |""".stripMargin)
- // second file
- spark.sql(s"""
- | insert into table table_restart_vacuum values (1,"tom"), (2, "jim")
- |""".stripMargin)
-
- spark.sql("optimize table_restart_vacuum")
-
- restartSpark()
-
- spark.sql("vacuum table_restart_vacuum")
-
- assertResult(4)(
- spark.sql("select count(*) from table_restart_vacuum").collect().apply(0).get(0))
- }
-
- test("test update after restart") {
- spark.sql(s"""
- |DROP TABLE IF EXISTS table_restart_update;
- |""".stripMargin)
-
- spark.sql(s"""
- |CREATE TABLE IF NOT EXISTS table_restart_update (id bigint, name string)
- |USING clickhouse
- |LOCATION '$basePath/table_restart_update'
- |""".stripMargin)
-
- spark.sql(s"""
- | insert into table table_restart_update values (1,"tom"), (2, "jim")
- |""".stripMargin)
- // second file
- spark.sql(s"""
- | insert into table table_restart_update values (1,"tom"), (2, "jim")
- |""".stripMargin)
-
- restartSpark()
-
- spark.sql("update table_restart_update set name = 'tom' where id = 1")
-
- assertResult(4)(
- spark.sql("select count(*) from table_restart_update").collect().apply(0).get(0))
- }
-
- test("test delete after restart") {
- spark.sql(s"""
- |DROP TABLE IF EXISTS table_restart_delete;
- |""".stripMargin)
-
- spark.sql(s"""
- |CREATE TABLE IF NOT EXISTS table_restart_delete (id bigint, name string)
- |USING clickhouse
- |LOCATION '$basePath/table_restart_delete'
- |""".stripMargin)
-
- spark.sql(s"""
- | insert into table table_restart_delete values (1,"tom"), (2, "jim")
- |""".stripMargin)
- // second file
- spark.sql(s"""
- | insert into table table_restart_delete values (1,"tom"), (2, "jim")
- |""".stripMargin)
-
- restartSpark()
-
- spark.sql("delete from table_restart_delete where where id = 1")
-
- assertResult(2)(
- spark.sql("select count(*) from table_restart_delete").collect().apply(0).get(0))
- }
-
- test("test drop after restart") {
- spark.sql(s"""
- |DROP TABLE IF EXISTS table_restart_drop;
- |""".stripMargin)
-
- spark.sql(s"""
- |CREATE TABLE IF NOT EXISTS table_restart_drop (id bigint, name string)
- |USING clickhouse
- |LOCATION '$basePath/table_restart_drop'
- |""".stripMargin)
-
- spark.sql(s"""
- | insert into table table_restart_drop values (1,"tom"), (2, "jim")
- |""".stripMargin)
- // second file
- spark.sql(s"""
- | insert into table table_restart_drop values (1,"tom"), (2, "jim")
- |""".stripMargin)
-
- restartSpark()
-
- spark.sql("drop table table_restart_drop")
- }
-
- private def restartSpark(): Unit = {
- // now restart
- ClickHouseTableV2.clearCache()
- ClickhouseSnapshot.clearAllFileStatusCache()
-
- val session = getActiveSession.orElse(getDefaultSession)
- if (session.isDefined) {
- session.get.stop()
- SparkSession.clearActiveSession()
- SparkSession.clearDefaultSession()
- }
-
- val hiveMetaStoreDB = metaStorePathAbsolute + "/metastore_db_"
- // use metastore_db2 to avoid issue: "Another instance of Derby may have already booted the database"
- val destDir = new File(hiveMetaStoreDB + current_db_num)
- destDir.mkdirs()
- FileUtils.copyDirectory(new File(hiveMetaStoreDB + (current_db_num - 1)), destDir)
- _hiveSpark = null
- _hiveSpark = SparkSession
- .builder()
- .config(sparkConf)
- .enableHiveSupport()
- .config(
- "javax.jdo.option.ConnectionURL",
- s"jdbc:derby:;databaseName=$hiveMetaStoreDB$current_db_num")
- .master("local[2]")
- .getOrCreate()
- current_db_num += 1
- }
-}
-// scalastyle:off line.size.limit
diff --git a/backends-clickhouse/src/test/scala/org/apache/gluten/execution/GlutenClickHouseWholeStageTransformerSuite.scala b/backends-clickhouse/src/test/scala/org/apache/gluten/execution/GlutenClickHouseWholeStageTransformerSuite.scala
index 9412326ae342..4972861152fd 100644
--- a/backends-clickhouse/src/test/scala/org/apache/gluten/execution/GlutenClickHouseWholeStageTransformerSuite.scala
+++ b/backends-clickhouse/src/test/scala/org/apache/gluten/execution/GlutenClickHouseWholeStageTransformerSuite.scala
@@ -23,6 +23,7 @@ import org.apache.spark.{SPARK_VERSION_SHORT, SparkConf}
import org.apache.spark.sql.execution.datasources.v2.clickhouse.ClickHouseConfig
import org.apache.commons.io.FileUtils
+import org.scalatest.Tag
import java.io.File
@@ -177,13 +178,23 @@ class GlutenClickHouseWholeStageTransformerSuite extends WholeStageTransformerSu
super.beforeAll()
}
- protected val rootPath = this.getClass.getResource("/").getPath
- protected val basePath = rootPath + "tests-working-home"
- protected val warehouse = basePath + "/spark-warehouse"
- protected val metaStorePathAbsolute = basePath + "/meta"
- protected val hiveMetaStoreDB = metaStorePathAbsolute + "/metastore_db"
+ protected val rootPath: String = this.getClass.getResource("/").getPath
+ protected val basePath: String = rootPath + "tests-working-home"
+ protected val warehouse: String = basePath + "/spark-warehouse"
+ protected val metaStorePathAbsolute: String = basePath + "/meta"
+ protected val hiveMetaStoreDB: String = metaStorePathAbsolute + "/metastore_db"
final override protected val resourcePath: String = "" // ch not need this
override protected val fileFormat: String = "parquet"
+
+ protected def testSparkVersionLE33(testName: String, testTag: Tag*)(testFun: => Any): Unit = {
+ if (isSparkVersionLE("3.3")) {
+ test(testName, testTag: _*)(testFun)
+ } else {
+ ignore(s"[$SPARK_VERSION_SHORT]-$testName", testTag: _*)(testFun)
+ }
+ }
+
+ lazy val pruningTimeValueSpark: Int = if (isSparkVersionLE("3.3")) -1 else 0
}
// scalastyle:off line.size.limit
diff --git a/backends-clickhouse/src/test/scala/org/apache/gluten/execution/GlutenClickhouseCountDistinctSuite.scala b/backends-clickhouse/src/test/scala/org/apache/gluten/execution/GlutenClickhouseCountDistinctSuite.scala
index 5887050d0aaa..28ff5874fabd 100644
--- a/backends-clickhouse/src/test/scala/org/apache/gluten/execution/GlutenClickhouseCountDistinctSuite.scala
+++ b/backends-clickhouse/src/test/scala/org/apache/gluten/execution/GlutenClickhouseCountDistinctSuite.scala
@@ -105,9 +105,9 @@ class GlutenClickhouseCountDistinctSuite extends GlutenClickHouseWholeStageTrans
val sql = s"""
select count(distinct(a,b)) , try_add(c,b) from
values (0, null,1), (0,null,2), (1, 1,4) as data(a,b,c) group by try_add(c,b)
- """;
+ """
val df = spark.sql(sql)
- WholeStageTransformerSuite.checkFallBack(df, noFallback = false)
+ WholeStageTransformerSuite.checkFallBack(df, noFallback = isSparkVersionGE("3.5"))
}
test("check count distinct with filter") {
diff --git a/backends-clickhouse/src/test/scala/org/apache/gluten/execution/GlutenClickhouseFunctionSuite.scala b/backends-clickhouse/src/test/scala/org/apache/gluten/execution/GlutenClickhouseFunctionSuite.scala
deleted file mode 100644
index 8853dfc77853..000000000000
--- a/backends-clickhouse/src/test/scala/org/apache/gluten/execution/GlutenClickhouseFunctionSuite.scala
+++ /dev/null
@@ -1,229 +0,0 @@
-/*
- * 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.gluten.execution
-
-import org.apache.gluten.GlutenConfig
-import org.apache.gluten.utils.UTSystemParameters
-
-import org.apache.spark.SparkConf
-import org.apache.spark.sql.SparkSession
-import org.apache.spark.sql.delta.DeltaLog
-
-import org.apache.commons.io.FileUtils
-
-import java.io.File
-
-class GlutenClickhouseFunctionSuite extends GlutenClickHouseTPCHAbstractSuite {
- override protected val needCopyParquetToTablePath = true
-
- override protected val tablesPath: String = basePath + "/tpch-data"
- override protected val tpchQueries: String =
- rootPath + "../../../../gluten-core/src/test/resources/tpch-queries"
- override protected val queriesResults: String = rootPath + "queries-output"
-
- override protected def createTPCHNotNullTables(): Unit = {
- createNotNullTPCHTablesInParquet(tablesPath)
- }
-
- private var _hiveSpark: SparkSession = _
- override protected def spark: SparkSession = _hiveSpark
-
- override protected def sparkConf: SparkConf = {
- new SparkConf()
- .set("spark.plugins", "org.apache.gluten.GlutenPlugin")
- .set("spark.memory.offHeap.enabled", "true")
- .set("spark.memory.offHeap.size", "1073741824")
- .set("spark.sql.catalogImplementation", "hive")
- .set("spark.sql.files.maxPartitionBytes", "1g")
- .set("spark.serializer", "org.apache.spark.serializer.JavaSerializer")
- .set("spark.sql.shuffle.partitions", "5")
- .set("spark.sql.adaptive.enabled", "true")
- .set("spark.sql.files.minPartitionNum", "1")
- .set("spark.databricks.delta.maxSnapshotLineageLength", "20")
- .set("spark.databricks.delta.snapshotPartitions", "1")
- .set("spark.databricks.delta.properties.defaults.checkpointInterval", "5")
- .set("spark.databricks.delta.stalenessLimit", "3600000")
- .set("spark.gluten.sql.columnar.columnartorow", "true")
- .set("spark.gluten.sql.columnar.backend.ch.worker.id", "1")
- .set(GlutenConfig.GLUTEN_LIB_PATH, UTSystemParameters.clickHouseLibPath)
- .set("spark.gluten.sql.columnar.iterator", "true")
- .set("spark.gluten.sql.columnar.hashagg.enablefinal", "true")
- .set("spark.gluten.sql.enable.native.validation", "false")
- // TODO: support default ANSI policy
- .set("spark.sql.storeAssignmentPolicy", "legacy")
- .set("spark.sql.warehouse.dir", warehouse)
- .setMaster("local[1]")
- }
-
- override protected def initializeSession(): Unit = {
- if (_hiveSpark == null) {
- val hiveMetaStoreDB = metaStorePathAbsolute + "/metastore_db"
- _hiveSpark = SparkSession
- .builder()
- .config(sparkConf)
- .enableHiveSupport()
- .config(
- "javax.jdo.option.ConnectionURL",
- s"jdbc:derby:;databaseName=$hiveMetaStoreDB;create=true")
- .getOrCreate()
- }
- }
-
- override def beforeAll(): Unit = {
- // prepare working paths
- val basePathDir = new File(basePath)
- if (basePathDir.exists()) {
- FileUtils.forceDelete(basePathDir)
- }
- FileUtils.forceMkdir(basePathDir)
- FileUtils.forceMkdir(new File(warehouse))
- FileUtils.forceMkdir(new File(metaStorePathAbsolute))
- FileUtils.copyDirectory(new File(rootPath + resourcePath), new File(tablesPath))
- super.beforeAll()
- }
-
- override protected def afterAll(): Unit = {
- DeltaLog.clearCache()
-
- try {
- super.afterAll()
- } finally {
- try {
- if (_hiveSpark != null) {
- try {
- _hiveSpark.sessionState.catalog.reset()
- } finally {
- _hiveSpark.stop()
- _hiveSpark = null
- }
- }
- } finally {
- SparkSession.clearActiveSession()
- SparkSession.clearDefaultSession()
- }
- }
- }
-
- test("test uuid - write and read") {
- withSQLConf(
- ("spark.gluten.sql.native.writer.enabled", "true"),
- (GlutenConfig.GLUTEN_ENABLED.key, "true")) {
-
- spark.sql("drop table if exists uuid_test")
- spark.sql("create table if not exists uuid_test (id string) stored as parquet")
-
- val df = spark.sql("select regexp_replace(uuid(), '-', '') as id from range(1)")
- df.cache()
- df.write.insertInto("uuid_test")
-
- val df2 = spark.table("uuid_test")
- val diffCount = df.exceptAll(df2).count()
- assert(diffCount == 0)
- }
- }
-
- test("Support In list option contains non-foldable expression") {
- runQueryAndCompare(
- """
- |SELECT * FROM lineitem
- |WHERE l_orderkey in (1, 2, l_partkey, l_suppkey, l_linenumber)
- |""".stripMargin
- )(df => checkFallbackOperators(df, 0))
-
- runQueryAndCompare(
- """
- |SELECT * FROM lineitem
- |WHERE l_orderkey in (1, 2, l_partkey - 1, l_suppkey, l_linenumber)
- |""".stripMargin
- )(df => checkFallbackOperators(df, 0))
-
- runQueryAndCompare(
- """
- |SELECT * FROM lineitem
- |WHERE l_orderkey not in (1, 2, l_partkey, l_suppkey, l_linenumber)
- |""".stripMargin
- )(df => checkFallbackOperators(df, 0))
-
- runQueryAndCompare(
- """
- |SELECT * FROM lineitem
- |WHERE l_orderkey in (l_partkey, l_suppkey, l_linenumber)
- |""".stripMargin
- )(df => checkFallbackOperators(df, 0))
-
- runQueryAndCompare(
- """
- |SELECT * FROM lineitem
- |WHERE l_orderkey in (l_partkey + 1, l_suppkey, l_linenumber)
- |""".stripMargin
- )(df => checkFallbackOperators(df, 0))
-
- runQueryAndCompare(
- """
- |SELECT * FROM lineitem
- |WHERE l_orderkey not in (l_partkey, l_suppkey, l_linenumber)
- |""".stripMargin
- )(df => checkFallbackOperators(df, 0))
- }
-
- test("GLUTEN-5981 null value from get_json_object") {
- spark.sql("create table json_t1 (a string) using parquet")
- spark.sql("insert into json_t1 values ('{\"a\":null}')")
- runQueryAndCompare(
- """
- |SELECT get_json_object(a, '$.a') is null from json_t1
- |""".stripMargin
- )(df => checkFallbackOperators(df, 0))
- spark.sql("drop table json_t1")
- }
-
- test("Fix arrayDistinct(Array(Nullable(Decimal))) core dump") {
- val create_sql =
- """
- |create table if not exists test(
- | dec array
- |) using parquet
- |""".stripMargin
- val fill_sql =
- """
- |insert into test values(array(1, 2, null)), (array(null, 2,3, 5))
- |""".stripMargin
- val query_sql =
- """
- |select array_distinct(dec) from test;
- |""".stripMargin
- spark.sql(create_sql)
- spark.sql(fill_sql)
- compareResultsAgainstVanillaSpark(query_sql, true, { _ => })
- spark.sql("drop table test")
- }
-
- test("intersect all") {
- spark.sql("create table t1 (a int, b string) using parquet")
- spark.sql("insert into t1 values (1, '1'),(2, '2'),(3, '3'),(4, '4'),(5, '5'),(6, '6')")
- spark.sql("create table t2 (a int, b string) using parquet")
- spark.sql("insert into t2 values (4, '4'),(5, '5'),(6, '6'),(7, '7'),(8, '8'),(9, '9')")
- runQueryAndCompare(
- """
- |SELECT a,b FROM t1 INTERSECT ALL SELECT a,b FROM t2
- |""".stripMargin
- )(df => checkFallbackOperators(df, 0))
- spark.sql("drop table t1")
- spark.sql("drop table t2")
- }
-
-}
diff --git a/backends-clickhouse/src/test/scala/org/apache/gluten/execution/GlutenClickhouseMergetreeSoftAffinitySuite.scala b/backends-clickhouse/src/test/scala/org/apache/gluten/execution/GlutenClickhouseMergetreeSoftAffinitySuite.scala
deleted file mode 100644
index d5620f5df4c1..000000000000
--- a/backends-clickhouse/src/test/scala/org/apache/gluten/execution/GlutenClickhouseMergetreeSoftAffinitySuite.scala
+++ /dev/null
@@ -1,123 +0,0 @@
-/*
- * 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.gluten.execution
-
-import org.apache.gluten.affinity.{CHUTAffinity, CHUTSoftAffinityManager}
-
-import org.apache.spark.sql.connector.read.InputPartition
-import org.apache.spark.sql.delta.catalog.ClickHouseTableV2
-import org.apache.spark.sql.execution.adaptive.AdaptiveSparkPlanHelper
-import org.apache.spark.sql.execution.datasources.utils.MergeTreePartsPartitionsUtil
-
-import org.apache.hadoop.fs.Path
-
-import java.util
-
-import scala.collection.mutable
-import scala.collection.mutable.ArrayBuffer
-
-class GlutenClickhouseMergetreeSoftAffinitySuite
- extends GlutenClickHouseTPCHAbstractSuite
- with AdaptiveSparkPlanHelper {
-
- override protected val tablesPath: String = basePath + "/tpch-data"
- override protected val tpchQueries: String = rootPath + "queries/tpch-queries-ch"
- override protected val queriesResults: String = rootPath + "mergetree-queries-output"
-
- override protected def createTPCHNotNullTables(): Unit = {
- createNotNullTPCHTablesInParquet(tablesPath)
- }
-
- override def beforeAll(): Unit = {
- super.beforeAll()
- assertResult(0)(CHUTSoftAffinityManager.nodesExecutorsMap.size)
- CHUTSoftAffinityManager.handleExecutorAdded(("1", "host-1"))
- CHUTSoftAffinityManager.handleExecutorAdded(("2", "host-2"))
- CHUTSoftAffinityManager.handleExecutorAdded(("3", "host-3"))
- }
-
- override def afterAll(): Unit = {
- super.afterAll()
- CHUTSoftAffinityManager.handleExecutorRemoved("1")
- CHUTSoftAffinityManager.handleExecutorRemoved("2")
- CHUTSoftAffinityManager.handleExecutorRemoved("3")
- assertResult(0)(CHUTSoftAffinityManager.nodesExecutorsMap.size)
- }
-
- test("Soft Affinity Scheduler with duplicate reading detection") {
-
- val partitions: ArrayBuffer[InputPartition] = new ArrayBuffer[InputPartition]()
- var splitFiles: Seq[MergeTreePartSplit] = Seq()
- val relativeTablePath = "tmp/"
-
- for (i <- 1 to 10) {
- splitFiles = splitFiles :+ MergeTreePartSplit(i.toString, i.toString, i.toString, i, 30L, 40L)
- }
-
- val (partNameWithLocation, locationDistinct) =
- calculatedLocationForSoftAffinity(splitFiles, relativeTablePath)
-
- MergeTreePartsPartitionsUtil.genInputPartitionSeqBySplitFiles(
- "mergetree",
- "test",
- "test_table",
- "123",
- relativeTablePath,
- "/tmp",
- "",
- partitions,
- new ClickHouseTableV2(spark, new Path("/")),
- mutable.Map[String, String]().toMap,
- splitFiles,
- 1,
- 1000,
- partNameWithLocation,
- locationDistinct
- )
-
- assertResult(3)(partitions.size)
-
- for (partition <- partitions) {
- val names =
- partition
- .asInstanceOf[GlutenMergeTreePartition]
- .partList
- .map(_.name.toInt)
- .sorted
- .mkString(",")
- assert(names == "1,4,7,10" | names == "2,5,8" || names == "3,6,9")
- }
- }
-
- def calculatedLocationForSoftAffinity(
- splits: Seq[MergeTreePartSplit],
- relativeTablePath: String): (util.HashMap[String, String], util.HashSet[String]) = {
- val partNameWithLocation = new util.HashMap[String, String]()
- val locationDistinct = new util.HashSet[String]()
-
- splits.foreach(
- part => {
- if (!partNameWithLocation.containsKey(part.name)) {
- val locations = CHUTAffinity.getNativeMergeTreePartLocations(part.name, relativeTablePath)
- val localtionKey = locations.sorted.mkString(",")
- locationDistinct.add(localtionKey)
- partNameWithLocation.put(part.name, localtionKey)
- }
- })
- (partNameWithLocation, locationDistinct)
- }
-}
diff --git a/backends-clickhouse/src/test/scala/org/apache/gluten/execution/GlutenClickhouseStringFunctionsSuite.scala b/backends-clickhouse/src/test/scala/org/apache/gluten/execution/GlutenClickhouseStringFunctionsSuite.scala
deleted file mode 100644
index 163a8fedab7e..000000000000
--- a/backends-clickhouse/src/test/scala/org/apache/gluten/execution/GlutenClickhouseStringFunctionsSuite.scala
+++ /dev/null
@@ -1,140 +0,0 @@
-/*
- * 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.gluten.execution
-
-import org.apache.spark.SparkConf
-
-class GlutenClickhouseStringFunctionsSuite extends GlutenClickHouseWholeStageTransformerSuite {
-
- /** Run Gluten + ClickHouse Backend with SortShuffleManager */
- override protected def sparkConf: SparkConf = {
- super.sparkConf
- .set("spark.shuffle.manager", "sort")
- .set("spark.io.compression.codec", "SNAPPY")
- .set("spark.sql.shuffle.partitions", "5")
- .set("spark.sql.autoBroadcastJoinThreshold", "10MB")
- }
-
- test("GLUTEN-5821: trim_character support value from column.") {
- withTable("trim") {
- sql("create table trim(a String, b String) using parquet")
- sql("""
- |insert into trim values
- | ('aba', 'a'),('bba', 'b'),('abcdef', 'abcd'), (null, '123'),('123', null)
- |""".stripMargin)
-
- val sql_str =
- s"""select
- | trim(both b from a)
- | from trim
- """.stripMargin
-
- runQueryAndCompare(sql_str) { _ => }
- }
- }
-
- test("GLUTEN-5897: fix regexp_extract with bracket") {
- withTable("regexp_extract_bracket") {
- sql("create table regexp_extract_bracket(a String) using parquet")
- sql("""
- |insert into regexp_extract_bracket
- | values ('123.123abc-abc'),('123-LOW'),('123]abc-abc')
- |""".stripMargin)
-
- val sql_str =
- s"""select
- | regexp_extract(a, '([0-9][[\\.][0-9]]*)', 1)
- | , regexp_extract(a, '([0-9][[\\.][0-9]]*)', 1)
- | , regexp_extract(a, '([0-9][[]]]*)', 1)
- | from regexp_extract_bracket
- """.stripMargin
-
- runQueryAndCompare(sql_str) { _ => }
- }
- }
-
- test("replace") {
- val tableName = "replace_table"
- withTable(tableName) {
- sql(s"create table $tableName(src String, idx String, dest String) using parquet")
- sql(s"""
- |insert into $tableName values
- | (null, null, null),
- | ('1', '1', null),
- | ('1', '1', '2'),
- | ('1', null, '2'),
- | ('1', '1', '3'),
- | (null, '1', '2'),
- | ('1', '', '3')
- """.stripMargin)
-
- val sql_str =
- s"""
- |select
- | REPLACE(src, idx, dest),
- | REPLACE(src, null, dest),
- | REPLACE(null, null, dest),
- | REPLACE(null, null, null),
- | REPLACE(src, '1', null)
- | from $tableName
- """.stripMargin
-
- runQueryAndCompare(sql_str) { _ => }
- }
- }
-
- test("base64") {
- val tableName = "base64_table"
- withTable(tableName) {
- sql(s"create table $tableName(data String) using parquet")
- sql(s"""
- |insert into $tableName values
- | ("hello")
- """.stripMargin)
-
- val sql_str =
- s"""
- |select
- | base64(data)
- | from $tableName
- """.stripMargin
-
- runQueryAndCompare(sql_str) { _ => }
- }
- }
-
- test("unbase64") {
- val tableName = "unbase64_table"
- withTable(tableName) {
- sql(s"create table $tableName(data String) using parquet")
- sql(s"""
- |insert into $tableName values
- | ("U3BhcmsgU1FM")
- """.stripMargin)
-
- val sql_str =
- s"""
- |select
- | unbase64(data)
- | from $tableName
- """.stripMargin
-
- runQueryAndCompare(sql_str) { _ => }
- }
- }
-
-}
diff --git a/backends-clickhouse/src/test/scala/org/apache/gluten/execution/GlutenFunctionValidateSuite.scala b/backends-clickhouse/src/test/scala/org/apache/gluten/execution/GlutenFunctionValidateSuite.scala
deleted file mode 100644
index d3e3e9446036..000000000000
--- a/backends-clickhouse/src/test/scala/org/apache/gluten/execution/GlutenFunctionValidateSuite.scala
+++ /dev/null
@@ -1,733 +0,0 @@
-/*
- * 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.gluten.execution
-
-import org.apache.gluten.GlutenConfig
-import org.apache.gluten.utils.UTSystemParameters
-
-import org.apache.spark.SparkConf
-import org.apache.spark.sql.{DataFrame, Row, TestUtils}
-import org.apache.spark.sql.catalyst.optimizer.{ConstantFolding, NullPropagation}
-import org.apache.spark.sql.internal.SQLConf
-import org.apache.spark.sql.types._
-
-import java.nio.file.Files
-import java.sql.Date
-
-import scala.reflect.ClassTag
-
-class GlutenFunctionValidateSuite extends GlutenClickHouseWholeStageTransformerSuite {
-
- protected val tablesPath: String = basePath + "/tpch-data"
- protected val tpchQueries: String =
- rootPath + "../../../../gluten-core/src/test/resources/tpch-queries"
- protected val queriesResults: String = rootPath + "queries-output"
-
- private var parquetPath: String = _
-
- override protected def sparkConf: SparkConf = {
- super.sparkConf
- .set("spark.sql.files.maxPartitionBytes", "1g")
- .set("spark.serializer", "org.apache.spark.serializer.JavaSerializer")
- .set("spark.sql.shuffle.partitions", "5")
- .set("spark.sql.adaptive.enabled", "false")
- .set("spark.sql.files.minPartitionNum", "1")
- .set(
- "spark.sql.catalog.spark_catalog",
- "org.apache.spark.sql.execution.datasources.v2.clickhouse.ClickHouseSparkCatalog")
- .set("spark.databricks.delta.maxSnapshotLineageLength", "20")
- .set("spark.databricks.delta.snapshotPartitions", "1")
- .set("spark.databricks.delta.properties.defaults.checkpointInterval", "5")
- .set("spark.databricks.delta.stalenessLimit", "3600000")
- .set("spark.gluten.sql.columnar.columnartorow", "true")
- .set("spark.gluten.sql.columnar.backend.ch.worker.id", "1")
- .set(GlutenConfig.GLUTEN_LIB_PATH, UTSystemParameters.clickHouseLibPath)
- .set("spark.gluten.sql.columnar.iterator", "true")
- .set("spark.gluten.sql.columnar.hashagg.enablefinal", "true")
- .set("spark.gluten.sql.enable.native.validation", "false")
- .set("spark.sql.warehouse.dir", warehouse)
- .set("spark.shuffle.manager", "sort")
- .set("spark.io.compression.codec", "snappy")
- .set("spark.sql.shuffle.partitions", "5")
- .set("spark.sql.autoBroadcastJoinThreshold", "10MB")
- }
-
- override def beforeAll(): Unit = {
- super.beforeAll()
-
- val lfile = Files.createTempFile("", ".parquet").toFile
- lfile.deleteOnExit()
- parquetPath = lfile.getAbsolutePath
-
- val schema = StructType(
- Array(
- StructField("double_field1", DoubleType, true),
- StructField("int_field1", IntegerType, true),
- StructField("string_field1", StringType, true)
- ))
- val data = sparkContext.parallelize(
- Seq(
- Row(1.025, 1, "{\"a\":\"b\"}"),
- Row(1.035, 2, null),
- Row(1.045, 3, "{\"1a\":\"b\"}"),
- Row(1.011, 4, "{\"a 2\":\"b\"}"),
- Row(1.011, 5, "{\"a_2\":\"b\"}"),
- Row(1.011, 5, "{\"a\":\"b\", \"x\":{\"i\":1}}"),
- Row(1.011, 5, "{\"a\":\"b\", \"x\":{\"i\":2}}"),
- Row(1.011, 5, "{\"a\":1, \"x\":{\"i\":2}}"),
- Row(1.0, 5, "{\"a\":\"{\\\"x\\\":5}\"}")
- ))
- val dfParquet = spark.createDataFrame(data, schema)
- dfParquet
- .coalesce(1)
- .write
- .format("parquet")
- .mode("overwrite")
- .parquet(parquetPath)
-
- spark.catalog.createTable("json_test", parquetPath, fileFormat)
-
- val dateSchema = StructType(
- Array(
- StructField("ts", IntegerType, true),
- StructField("day", DateType, true),
- StructField("weekday_abbr", StringType, true)
- )
- )
- val dateRows = sparkContext.parallelize(
- Seq(
- Row(1546309380, Date.valueOf("2019-01-01"), "MO"),
- Row(1546273380, Date.valueOf("2019-01-01"), "TU"),
- Row(1546358340, Date.valueOf("2019-01-01"), "TH"),
- Row(1546311540, Date.valueOf("2019-01-01"), "WE"),
- Row(1546308540, Date.valueOf("2019-01-01"), "FR"),
- Row(1546319340, Date.valueOf("2019-01-01"), "SA"),
- Row(1546319940, Date.valueOf("2019-01-01"), "SU"),
- Row(1546323545, Date.valueOf("2019-01-01"), "MO"),
- Row(1546409940, Date.valueOf("2019-01-02"), "MM"),
- Row(1546496340, Date.valueOf("2019-01-03"), "TH"),
- Row(1546586340, Date.valueOf("2019-01-04"), "WE"),
- Row(1546676341, Date.valueOf("2019-01-05"), "FR"),
- Row(null, null, "SA"),
- Row(1546849141, Date.valueOf("2019-01-07"), null)
- )
- )
- val dateTableFile = Files.createTempFile("", ".parquet").toFile
- dateTableFile.deleteOnExit()
- val dateTableFilePath = dateTableFile.getAbsolutePath
- val dateTablePQ = spark.createDataFrame(dateRows, dateSchema)
- dateTablePQ
- .coalesce(1)
- .write
- .format("parquet")
- .mode("overwrite")
- .parquet(dateTableFilePath)
- spark.catalog.createTable("date_table", dateTableFilePath, fileFormat)
- val str2Mapfile = Files.createTempFile("", ".parquet").toFile
- str2Mapfile.deleteOnExit()
- val str2MapFilePath = str2Mapfile.getAbsolutePath
- val str2MapSchema = StructType(
- Array(
- StructField("str", StringType, true)
- ))
- val str2MapData = sparkContext.parallelize(
- Seq(
- Row("a:1,b:2,c:3"),
- Row("a:1,b:2"),
- Row("a:1;b:2"),
- Row("a:1,d:4"),
- Row("a:"),
- Row(null),
- Row(":,a:1"),
- Row(":"),
- Row("")
- ))
- val str2MapDfParquet = spark.createDataFrame(str2MapData, str2MapSchema)
- str2MapDfParquet
- .coalesce(1)
- .write
- .format("parquet")
- .mode("overwrite")
- .parquet(str2MapFilePath)
- spark.catalog.createTable("str2map_table", str2MapFilePath, fileFormat)
-
- val urlFile = Files.createTempFile("", ".parquet").toFile()
- urlFile.deleteOnExit()
- val urlFilePath = urlFile.getAbsolutePath
- val urlTalbeSchema = StructType(
- Array(
- StructField("url", StringType, true)
- )
- )
- val urlTableData = sparkContext.parallelize(
- Seq(
- Row("http://www.gluten.com"),
- Row("www.gluten.com"),
- Row("http://www.gluten.com?x=1"),
- Row("http://www.gluten?x=1"),
- Row("http://www.gluten.com?x=1#Ref"),
- Row("http://www.gluten.com#Ref?x=1"),
- Row("http://www.gluten.com?x=1&y=2"),
- Row("https://www.gluten.com?x=1&y=2"),
- Row("file://www.gluten.com?x=1&y=2"),
- Row("hdfs://www.gluten.com?x=1&y=2"),
- Row("hdfs://www.gluten.com?x=1&y=2/a/b"),
- Row("hdfs://www.gluten.com/x/y"),
- Row("hdfs://xy:12@www.gluten.com/x/y"),
- Row("xy:12@www.gluten.com/x/y"),
- Row("www.gluten.com/x/y"),
- Row("www.gluten.com?x=1"),
- Row("www.gluten.com:999?x=1"),
- Row("www.gluten.com?x=1&y=2"),
- Row("heel?x=1&y=2"),
- Row("x=1&y=2"),
- Row("/a/b/cx=1&y=2"),
- Row("gluten?x=1&y=2"),
- Row("xxhhh"),
- Row(null)
- )
- )
- val urlPQFile = spark.createDataFrame(urlTableData, urlTalbeSchema)
- urlPQFile.coalesce(1).write.format("parquet").mode("overwrite").parquet(urlFilePath)
- spark.catalog.createTable("url_table", urlFilePath, fileFormat)
- }
-
- test("Test get_json_object 1") {
- runQueryAndCompare("SELECT get_json_object(string_field1, '$.a') from json_test") {
- checkGlutenOperatorMatch[ProjectExecTransformer]
- }
- }
-
- test("Test get_json_object 2") {
- runQueryAndCompare("SELECT get_json_object(string_field1, '$.1a') from json_test") {
- checkGlutenOperatorMatch[ProjectExecTransformer]
- }
- }
-
- test("Test get_json_object 3") {
- runQueryAndCompare("SELECT get_json_object(string_field1, '$.a_2') from json_test") {
- checkGlutenOperatorMatch[ProjectExecTransformer]
- }
- }
-
- ignore("Test get_json_object 4") {
- runQueryAndCompare("SELECT get_json_object(string_field1, '$[a]') from json_test") {
- checkGlutenOperatorMatch[ProjectExecTransformer]
- }
- }
-
- test("Test get_json_object 5") {
- runQueryAndCompare("SELECT get_json_object(string_field1, '$[\\\'a\\\']') from json_test") {
- checkGlutenOperatorMatch[ProjectExecTransformer]
- }
- }
-
- test("Test get_json_object 6") {
- runQueryAndCompare("SELECT get_json_object(string_field1, '$[\\\'a 2\\\']') from json_test") {
- checkGlutenOperatorMatch[ProjectExecTransformer]
- }
- }
-
- test("Test get_json_object 7") {
- runQueryAndCompare(
- "SELECT get_json_object(string_field1, '$..') from json_test",
- noFallBack = false) { _ => }
- }
-
- test("Test get_json_object 8") {
- runQueryAndCompare(
- "SELECT get_json_object(string_field1, '$..') from json_test",
- noFallBack = false) { _ => }
- }
-
- test("Test get_json_object 9") {
- runQueryAndCompare(
- "SELECT get_json_object(string_field1, '$.x[?(@.i == 1)]') from json_test",
- noFallBack = false) { _ => }
- }
-
- test("Test nested get_json_object") {
- runQueryAndCompare(
- "SELECT get_json_object(get_json_object(string_field1, '$.a'), '$.x') from json_test") {
- checkGlutenOperatorMatch[ProjectExecTransformer]
- }
- }
-
- test("Test get_json_object 10") {
- runQueryAndCompare("SELECT get_json_object(string_field1, '$.12345') from json_test") { _ => }
- runQueryAndCompare("SELECT get_json_object(string_field1, '$.123.abc') from json_test") { _ => }
- runQueryAndCompare("SELECT get_json_object(string_field1, '$.123.123') from json_test") { _ => }
- runQueryAndCompare("SELECT get_json_object(string_field1, '$.123abc.123') from json_test") {
- _ =>
- }
- runQueryAndCompare("SELECT get_json_object(string_field1, '$.abc.123') from json_test") { _ => }
- runQueryAndCompare("SELECT get_json_object(string_field1, '$.123[0]') from json_test") { _ => }
- runQueryAndCompare("SELECT get_json_object(string_field1, '$.123[0].123') from json_test") {
- _ =>
- }
- }
-
- test("Test get_json_object 11") {
- runQueryAndCompare(
- "SELECT string_field1 from json_test where" +
- " get_json_object(string_field1, '$.a') is not null") { _ => }
- }
-
- test("Test covar_samp") {
- runQueryAndCompare("SELECT covar_samp(double_field1, int_field1) from json_test") { _ => }
- }
-
- test("Test covar_pop") {
- runQueryAndCompare("SELECT covar_pop(double_field1, int_field1) from json_test") { _ => }
- }
-
- test("test 'function xxhash64'") {
- val df1 = runQueryAndCompare(
- "select xxhash64(cast(id as int)), xxhash64(cast(id as byte)), " +
- "xxhash64(cast(id as short)), " +
- "xxhash64(cast(id as long)), xxhash64(cast(id as float)), xxhash64(cast(id as double)), " +
- "xxhash64(cast(id as string)), xxhash64(cast(id as binary)), " +
- "xxhash64(cast(from_unixtime(id) as date)), " +
- "xxhash64(cast(from_unixtime(id) as timestamp)), xxhash64(cast(id as decimal(5, 2))), " +
- "xxhash64(cast(id as decimal(10, 2))), xxhash64(cast(id as decimal(30, 2))) " +
- "from range(10)"
- )(checkGlutenOperatorMatch[ProjectExecTransformer])
- checkLengthAndPlan(df1, 10)
-
- val df2 = runQueryAndCompare(
- "select xxhash64(cast(id as int), 'spark'), xxhash64(cast(id as byte), 'spark'), " +
- "xxhash64(cast(id as short), 'spark'), xxhash64(cast(id as long), 'spark'), " +
- "xxhash64(cast(id as float), 'spark'), xxhash64(cast(id as double), 'spark'), " +
- "xxhash64(cast(id as string), 'spark'), xxhash64(cast(id as binary), 'spark'), " +
- "xxhash64(cast(from_unixtime(id) as date), 'spark'), " +
- "xxhash64(cast(from_unixtime(id) as timestamp), 'spark'), " +
- "xxhash64(cast(id as decimal(5, 2)), 'spark'), " +
- "xxhash64(cast(id as decimal(10, 2)), 'spark'), " +
- "xxhash64(cast(id as decimal(30, 2)), 'spark') from range(10)"
- )(checkGlutenOperatorMatch[ProjectExecTransformer])
- checkLengthAndPlan(df2, 10)
- }
-
- test("test function xxhash64 with complex types") {
- val sql =
- """
- |select
- | xxhash64(array(id, null, id+1, 100)),
- | xxhash64(array(cast(id as string), null, 'spark')),
- | xxhash64(array(null)),
- | xxhash64(cast(null as array)),
- | xxhash64(array(array(id, null, id+1))),
- | xxhash64(cast(null as struct)),
- | xxhash64(struct(id, cast(id as string), 100, 'spark', null))
- |from range(10);
- """.stripMargin
- runQueryAndCompare(sql)(checkGlutenOperatorMatch[ProjectExecTransformer])
- }
-
- test("test 'function murmur3hash'") {
- val df1 = runQueryAndCompare(
- "select hash(cast(id as int)), hash(cast(id as byte)), hash(cast(id as short)), " +
- "hash(cast(id as long)), hash(cast(id as float)), hash(cast(id as double)), " +
- "hash(cast(id as string)), hash(cast(id as binary)), " +
- "hash(cast(from_unixtime(id) as date)), " +
- "hash(cast(from_unixtime(id) as timestamp)), hash(cast(id as decimal(5, 2))), " +
- "hash(cast(id as decimal(10, 2))), hash(cast(id as decimal(30, 2))) from range(10)"
- )(checkGlutenOperatorMatch[ProjectExecTransformer])
- checkLengthAndPlan(df1, 10)
-
- val df2 = runQueryAndCompare(
- "select hash(cast(id as int), 'spark'), hash(cast(id as byte), 'spark'), " +
- "hash(cast(id as short), 'spark'), hash(cast(id as long), 'spark'), " +
- "hash(cast(id as float), 'spark'), hash(cast(id as double), 'spark'), " +
- "hash(cast(id as string), 'spark'), hash(cast(id as binary), 'spark'), " +
- "hash(cast(from_unixtime(id) as date), 'spark'), " +
- "hash(cast(from_unixtime(id) as timestamp), 'spark'), " +
- "hash(cast(id as decimal(5, 2)), 'spark'), hash(cast(id as decimal(10, 2)), 'spark'), " +
- "hash(cast(id as decimal(30, 2)), 'spark') from range(10)"
- )(checkGlutenOperatorMatch[ProjectExecTransformer])
- checkLengthAndPlan(df2, 10)
- }
-
- test("test function murmur3hash with complex types") {
- val sql =
- """
- |select
- | hash(array(id, null, id+1, 100)),
- | hash(array(cast(id as string), null, 'spark')),
- | hash(array(null)),
- | hash(cast(null as array)),
- | hash(array(array(id, null, id+1))),
- | hash(cast(null as struct)),
- | hash(struct(id, cast(id as string), 100, 'spark', null))
- |from range(10);
- """.stripMargin
- runQueryAndCompare(sql)(checkGlutenOperatorMatch[ProjectExecTransformer])
- }
-
- test("test next_day const") {
- runQueryAndCompare("select next_day(day, 'MO') from date_table") { _ => }
- }
- test("test next_day const all null") {
- runQueryAndCompare("select next_day(day, 'MM') from date_table") { _ => }
- }
- test("test next_day dynamic") {
- runQueryAndCompare("select next_day(day, weekday_abbr) from date_table") { _ => }
- }
- test("test last_day") {
- runQueryAndCompare("select last_day(day) from date_table") { _ => }
- }
-
- test("test issue: https://github.com/oap-project/gluten/issues/2340") {
- val sql =
- """
- |select array(null, array(id,2)) from range(10)
- |""".stripMargin
- runQueryAndCompare(sql)(checkGlutenOperatorMatch[ProjectExecTransformer])
- }
-
- test("test issue: https://github.com/oap-project/gluten/issues/2947") {
- val sql =
- """
- |select if(id % 2 = 0, null, array(id, 2, null)) from range(10)
- |""".stripMargin
- runQueryAndCompare(sql)(checkGlutenOperatorMatch[ProjectExecTransformer])
- }
-
- test("test str2map") {
- val sql1 =
- """
- |select str, str_to_map(str, ',', ':') from str2map_table
- |""".stripMargin
- runQueryAndCompare(sql1)(checkGlutenOperatorMatch[ProjectExecTransformer])
- }
-
- test("test parse_url") {
- val sql1 =
- """
- | select url, parse_url(url, "HOST") from url_table order by url
- """.stripMargin
- runQueryAndCompare(sql1)(checkGlutenOperatorMatch[ProjectExecTransformer])
-
- val sql2 =
- """
- | select url, parse_url(url, "QUERY") from url_table order by url
- """.stripMargin
- runQueryAndCompare(sql2)(checkGlutenOperatorMatch[ProjectExecTransformer])
-
- val sql3 =
- """
- | select url, parse_url(url, "QUERY", "x") from url_table order by url
- """.stripMargin
- runQueryAndCompare(sql3)(checkGlutenOperatorMatch[ProjectExecTransformer])
-
- val sql5 =
- """
- | select url, parse_url(url, "FILE") from url_table order by url
- """.stripMargin
- runQueryAndCompare(sql5)(checkGlutenOperatorMatch[ProjectExecTransformer])
-
- val sql6 =
- """
- | select url, parse_url(url, "REF") from url_table order by url
- """.stripMargin
- runQueryAndCompare(sql6)(checkGlutenOperatorMatch[ProjectExecTransformer])
-
- val sql7 =
- """
- | select url, parse_url(url, "USERINFO") from url_table order by url
- """.stripMargin
- runQueryAndCompare(sql7)(checkGlutenOperatorMatch[ProjectExecTransformer])
-
- val sql8 =
- """
- | select url, parse_url(url, "AUTHORITY") from url_table order by url
- """.stripMargin
- runQueryAndCompare(sql8)(checkGlutenOperatorMatch[ProjectExecTransformer])
-
- val sql9 =
- """
- | select url, parse_url(url, "PROTOCOL") from url_table order by url
- """.stripMargin
- runQueryAndCompare(sql9)(checkGlutenOperatorMatch[ProjectExecTransformer])
- }
-
- test("test decode and encode") {
- withSQLConf(
- SQLConf.OPTIMIZER_EXCLUDED_RULES.key ->
- (ConstantFolding.ruleName + "," + NullPropagation.ruleName)) {
- // Test codec with 'US-ASCII'
- runQueryAndCompare(
- "SELECT decode(encode('Spark SQL', 'US-ASCII'), 'US-ASCII')",
- noFallBack = false
- )(checkGlutenOperatorMatch[ProjectExecTransformer])
-
- // Test codec with 'UTF-16'
- runQueryAndCompare(
- "SELECT decode(encode('Spark SQL', 'UTF-16'), 'UTF-16')",
- noFallBack = false
- )(checkGlutenOperatorMatch[ProjectExecTransformer])
- }
- }
-
- test("test cast float string to int") {
- runQueryAndCompare(
- "select cast(concat(cast(id as string), '.1') as int) from range(10)"
- )(checkGlutenOperatorMatch[ProjectExecTransformer])
- }
-
- test("test cast string to float") {
- withSQLConf(
- SQLConf.OPTIMIZER_EXCLUDED_RULES.key ->
- (ConstantFolding.ruleName + "," + NullPropagation.ruleName)) {
- runQueryAndCompare(
- "select cast('7.921901' as float), cast('7.921901' as double)",
- noFallBack = false
- )(checkGlutenOperatorMatch[ProjectExecTransformer])
- }
- }
-
- test("test round issue: https://github.com/oap-project/gluten/issues/3462") {
- def checkResult(df: DataFrame, exceptedResult: Seq[Row]): Unit = {
- // check the result
- val result = df.collect()
- assert(result.size == exceptedResult.size)
- TestUtils.compareAnswers(result, exceptedResult)
- }
-
- runSql("select round(0.41875d * id , 4) from range(10);")(
- df => {
- checkGlutenOperatorMatch[ProjectExecTransformer](df)
-
- checkResult(
- df,
- Seq(
- Row(0.0),
- Row(0.4188),
- Row(0.8375),
- Row(1.2563),
- Row(1.675),
- Row(2.0938),
- Row(2.5125),
- Row(2.9313),
- Row(3.35),
- Row(3.7688)
- )
- )
- })
-
- runSql("select round(0.41875f * id , 4) from range(10);")(
- df => {
- checkGlutenOperatorMatch[ProjectExecTransformer](df)
-
- checkResult(
- df,
- Seq(
- Row(0.0f),
- Row(0.4188f),
- Row(0.8375f),
- Row(1.2562f),
- Row(1.675f),
- Row(2.0938f),
- Row(2.5125f),
- Row(2.9312f),
- Row(3.35f),
- Row(3.7688f)
- )
- )
- })
- }
-
- test("test date comparision expression override") {
- runQueryAndCompare(
- "select * from date_table where to_date(from_unixtime(ts)) < '2019-01-02'",
- noFallBack = true) { _ => }
- runQueryAndCompare(
- "select * from date_table where to_date(from_unixtime(ts)) <= '2019-01-02'",
- noFallBack = true) { _ => }
- runQueryAndCompare(
- "select * from date_table where to_date(from_unixtime(ts)) > '2019-01-02'",
- noFallBack = true) { _ => }
- runQueryAndCompare(
- "select * from date_table where to_date(from_unixtime(ts)) >= '2019-01-02'",
- noFallBack = true) { _ => }
- runQueryAndCompare(
- "select * from date_table where to_date(from_unixtime(ts)) = '2019-01-01'",
- noFallBack = true) { _ => }
- runQueryAndCompare(
- "select * from date_table where from_unixtime(ts) between '2019-01-01' and '2019-01-02'",
- noFallBack = true) { _ => }
- runQueryAndCompare(
- "select * from date_table where from_unixtime(ts, 'yyyy-MM-dd') between" +
- " '2019-01-01' and '2019-01-02'",
- noFallBack = true) { _ => }
- }
-
- test("test element_at function") {
- withSQLConf(
- SQLConf.OPTIMIZER_EXCLUDED_RULES.key ->
- (ConstantFolding.ruleName + "," + NullPropagation.ruleName)) {
- // input type is array>
- runQueryAndCompare(
- "SELECT array(array(1,2,3), array(4,5,6))[1], " +
- "array(array(id,id+1,id+2), array(id+3,id+4,id+5)) from range(100)",
- noFallBack = true
- )(checkGlutenOperatorMatch[ProjectExecTransformer])
-
- // input type is array>
- runQueryAndCompare(
- "SELECT array(array('1','2','3'), array('4','5','6'))[1], " +
- "array(array('1','2',cast(id as string)), array('4','5',cast(id as string)))[1] " +
- "from range(100)",
- noFallBack = true
- )(checkGlutenOperatorMatch[ProjectExecTransformer])
-
- // input type is array