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Support Spark StructType to TTableSchema
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kyuubi-spark-sql-engine/src/main/scala/org/apache/kyuubi/schema/SchemaHelper.scala
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/* | ||
* 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. | ||
*/ | ||
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package org.apache.kyuubi.schema | ||
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import scala.collection.JavaConverters._ | ||
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import org.apache.hive.service.rpc.thrift._ | ||
import org.apache.spark.sql.types._ | ||
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object SchemaHelper { | ||
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def toTTypeId(typ: DataType): TTypeId = typ match { | ||
case NullType => TTypeId.NULL_TYPE | ||
case BooleanType => TTypeId.BOOLEAN_TYPE | ||
case ByteType => TTypeId.TINYINT_TYPE | ||
case ShortType => TTypeId.SMALLINT_TYPE | ||
case IntegerType => TTypeId.INT_TYPE | ||
case LongType => TTypeId.BIGINT_TYPE | ||
case FloatType => TTypeId.FLOAT_TYPE | ||
case DoubleType => TTypeId.DOUBLE_TYPE | ||
case StringType => TTypeId.STRING_TYPE | ||
case DecimalType() => TTypeId.DECIMAL_TYPE | ||
case DateType => TTypeId.DATE_TYPE | ||
case TimestampType => TTypeId.TIMESTAMP_TYPE | ||
case BinaryType => TTypeId.BINARY_TYPE | ||
case CalendarIntervalType => TTypeId.STRING_TYPE | ||
case _: ArrayType => TTypeId.ARRAY_TYPE | ||
case _: MapType => TTypeId.MAP_TYPE | ||
case _: StructType => TTypeId.STRUCT_TYPE | ||
// TODO: it is private now, case udt: UserDefinedType => TTypeId.USER_DEFINED_TYPE | ||
case other => | ||
throw new IllegalArgumentException(s"Unrecognized type name: ${other.catalogString}") | ||
} | ||
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def toTTypeQualifiers(typ: DataType): TTypeQualifiers = { | ||
val ret = new TTypeQualifiers() | ||
typ match { | ||
case d: DecimalType => | ||
val qualifiers = | ||
Map(TCLIServiceConstants.PRECISION -> TTypeQualifierValue.i32Value(d.precision), | ||
TCLIServiceConstants.SCALE -> TTypeQualifierValue.i32Value(d.scale)) | ||
ret.setQualifiers(qualifiers.asJava) | ||
case _ => | ||
} | ||
ret | ||
} | ||
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def toTTypeDesc(typ: DataType): TTypeDesc = { | ||
val typeEntry = new TPrimitiveTypeEntry(toTTypeId(typ)) | ||
typeEntry.setTypeQualifiers(toTTypeQualifiers(typ)) | ||
val tTypeDesc = new TTypeDesc() | ||
tTypeDesc.addToTypes(TTypeEntry.primitiveEntry(typeEntry)) | ||
tTypeDesc | ||
} | ||
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def toTColumnDesc(field: StructField, pos: Int): TColumnDesc = { | ||
val tColumnDesc = new TColumnDesc() | ||
tColumnDesc.setColumnName(field.name) | ||
tColumnDesc.setTypeDesc(toTTypeDesc(field.dataType)) | ||
tColumnDesc.setComment(field.getComment().getOrElse("")) | ||
tColumnDesc.setPosition(pos) | ||
tColumnDesc | ||
} | ||
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def toTTableSchema(schema: StructType): TTableSchema = { | ||
val tTableSchema = new TTableSchema() | ||
schema.zipWithIndex.foreach { case (f, i) => | ||
tTableSchema.addToColumns(toTColumnDesc(f, i)) | ||
} | ||
tTableSchema | ||
} | ||
} |
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kyuubi-spark-sql-engine/src/test/scala/org/apache/kyuubi/schema/SchemaHelperSuite.scala
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/* | ||
* 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. | ||
*/ | ||
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package org.apache.kyuubi.schema | ||
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import scala.collection.JavaConverters._ | ||
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import org.apache.hive.service.rpc.thrift.{TCLIServiceConstants, TTypeId} | ||
import org.apache.spark.sql.types._ | ||
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import org.apache.kyuubi.KyuubiFunSuite | ||
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class SchemaHelperSuite extends KyuubiFunSuite { | ||
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import SchemaHelper._ | ||
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val innerSchema: StructType = new StructType() | ||
.add("a", StringType, nullable = true, "") | ||
.add("b", IntegerType, nullable = true, "") | ||
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val outerSchema: StructType = new StructType() | ||
.add("c0", NullType, true, "this is comment") | ||
.add("c1", BooleanType, true, "this is comment too") | ||
.add("c2", ByteType) | ||
.add("c3", ShortType) | ||
.add("c4", IntegerType) | ||
.add("c5", LongType) | ||
.add("c6", FloatType) | ||
.add("c7", DoubleType) | ||
.add("c8", StringType) | ||
.add("c9", DecimalType(10, 8)) | ||
.add("c10", DateType) | ||
.add("c11", TimestampType) | ||
.add("c12", BinaryType) | ||
.add("c13", ArrayType(LongType)) | ||
.add("c14", MapType(IntegerType, FloatType)) | ||
.add("c15", innerSchema) | ||
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test("toTTypeId") { | ||
assert(toTTypeId(outerSchema.head.dataType) === TTypeId.NULL_TYPE) | ||
assert(toTTypeId(outerSchema(1).dataType) === TTypeId.BOOLEAN_TYPE) | ||
assert(toTTypeId(outerSchema(2).dataType) === TTypeId.TINYINT_TYPE) | ||
assert(toTTypeId(outerSchema(3).dataType) === TTypeId.SMALLINT_TYPE) | ||
assert(toTTypeId(outerSchema(4).dataType) === TTypeId.INT_TYPE) | ||
assert(toTTypeId(outerSchema(5).dataType) === TTypeId.BIGINT_TYPE) | ||
assert(toTTypeId(outerSchema(6).dataType) === TTypeId.FLOAT_TYPE) | ||
assert(toTTypeId(outerSchema(7).dataType) === TTypeId.DOUBLE_TYPE) | ||
assert(toTTypeId(outerSchema(8).dataType) === TTypeId.STRING_TYPE) | ||
assert(toTTypeId(outerSchema(9).dataType) === TTypeId.DECIMAL_TYPE) | ||
assert(toTTypeId(outerSchema(10).dataType) === TTypeId.DATE_TYPE) | ||
assert(toTTypeId(outerSchema(11).dataType) === TTypeId.TIMESTAMP_TYPE) | ||
assert(toTTypeId(outerSchema(12).dataType) === TTypeId.BINARY_TYPE) | ||
assert(toTTypeId(outerSchema(13).dataType) === TTypeId.ARRAY_TYPE) | ||
assert(toTTypeId(outerSchema(14).dataType) === TTypeId.MAP_TYPE) | ||
assert(toTTypeId(outerSchema(15).dataType) === TTypeId.STRUCT_TYPE) | ||
} | ||
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test("toTTypeQualifiers") { | ||
val qualifiers = toTTypeQualifiers(outerSchema(9).dataType) | ||
val q = qualifiers.getQualifiers | ||
assert(q.size() === 2) | ||
assert(q.get(TCLIServiceConstants.PRECISION).getI32Value === 10) | ||
assert(q.get(TCLIServiceConstants.SCALE).getI32Value === 8) | ||
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outerSchema.foreach { | ||
case f if f.dataType == DecimalType(10, 8) => | ||
case f => assert(toTTypeQualifiers(f.dataType).getQualifiers === null) | ||
} | ||
} | ||
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test("toTTableSchema") { | ||
val tTableSchema = toTTableSchema(outerSchema) | ||
assert(tTableSchema.getColumnsSize === outerSchema.size) | ||
val iter = tTableSchema.getColumns | ||
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iter.asScala.zipWithIndex.foreach { case (col, pos) => | ||
val field = outerSchema(pos) | ||
assert(col.getColumnName === field.name) | ||
assert(col.getComment === field.getComment().getOrElse("")) | ||
assert(col.getPosition === pos) | ||
val qualifiers = | ||
col.getTypeDesc.getTypes.get(0).getPrimitiveEntry.getTypeQualifiers.getQualifiers | ||
if (pos == 9) { | ||
assert(qualifiers.get(TCLIServiceConstants.PRECISION).getI32Value === 10) | ||
assert(qualifiers.get(TCLIServiceConstants.SCALE).getI32Value === 8) | ||
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} else { | ||
assert(qualifiers == null) | ||
} | ||
} | ||
} | ||
} |