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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.
*/
package org.apache.flink.table.plan.nodes.datastream
import org.apache.calcite.plan._
import org.apache.calcite.rel.RelNode
import org.apache.calcite.rel.`type`.RelDataType
import org.apache.calcite.rel.metadata.RelMetadataQuery
import org.apache.calcite.rex.RexNode
import org.apache.flink.streaming.api.datastream.DataStream
import org.apache.flink.streaming.api.functions.{AssignerWithPeriodicWatermarks, AssignerWithPunctuatedWatermarks}
import org.apache.flink.streaming.api.watermark.Watermark
import org.apache.flink.table.api.{StreamQueryConfig, StreamTableEnvironment, TableException}
import org.apache.flink.table.calcite.FlinkTypeFactory
import org.apache.flink.table.plan.nodes.PhysicalTableSourceScan
import org.apache.flink.table.plan.schema.RowSchema
import org.apache.flink.table.runtime.types.CRow
import org.apache.flink.table.sources._
import org.apache.flink.table.sources.wmstrategies.{PeriodicWatermarkAssigner, PunctuatedWatermarkAssigner, PreserveWatermarks}
import org.apache.flink.table.typeutils.TimeIndicatorTypeInfo
/** Flink RelNode to read data from an external source defined by a [[StreamTableSource]]. */
class StreamTableSourceScan(
cluster: RelOptCluster,
traitSet: RelTraitSet,
table: RelOptTable,
tableSource: StreamTableSource[_],
selectedFields: Option[Array[Int]])
extends PhysicalTableSourceScan(cluster, traitSet, table, tableSource, selectedFields)
with StreamScan {
override def deriveRowType(): RelDataType = {
val flinkTypeFactory = cluster.getTypeFactory.asInstanceOf[FlinkTypeFactory]
TableSourceUtil.getRelDataType(
tableSource,
selectedFields,
streaming = true,
flinkTypeFactory)
}
override def computeSelfCost (planner: RelOptPlanner, metadata: RelMetadataQuery): RelOptCost = {
val rowCnt = metadata.getRowCount(this)
planner.getCostFactory.makeCost(rowCnt, rowCnt, rowCnt * estimateRowSize(getRowType))
}
override def copy(traitSet: RelTraitSet, inputs: java.util.List[RelNode]): RelNode = {
new StreamTableSourceScan(
cluster,
traitSet,
getTable,
tableSource,
selectedFields
)
}
override def copy(
traitSet: RelTraitSet,
newTableSource: TableSource[_]): PhysicalTableSourceScan = {
new StreamTableSourceScan(
cluster,
traitSet,
getTable,
newTableSource.asInstanceOf[StreamTableSource[_]],
selectedFields
)
}
override def translateToPlan(
tableEnv: StreamTableEnvironment,
queryConfig: StreamQueryConfig): DataStream[CRow] = {
val fieldIndexes = TableSourceUtil.computeIndexMapping(
tableSource,
isStreamTable = true,
selectedFields)
val config = tableEnv.getConfig
val inputDataStream = tableSource.getDataStream(tableEnv.execEnv).asInstanceOf[DataStream[Any]]
val outputSchema = new RowSchema(this.getRowType)
// check that declared and actual type of table source DataStream are identical
if (inputDataStream.getType != tableSource.getReturnType) {
throw new TableException(s"TableSource of type ${tableSource.getClass.getCanonicalName} " +
s"returned a DataStream of type ${inputDataStream.getType} that does not match with the " +
s"type ${tableSource.getReturnType} declared by the TableSource.getReturnType() method. " +
s"Please validate the implementation of the TableSource.")
}
// get expression to extract rowtime attribute
val rowtimeExpression: Option[RexNode] = TableSourceUtil.getRowtimeExtractionExpression(
tableSource,
selectedFields,
cluster,
tableEnv.getRelBuilder,
TimeIndicatorTypeInfo.ROWTIME_INDICATOR
)
// ingest table and convert and extract time attributes if necessary
val ingestedTable = convertToInternalRow(
outputSchema,
inputDataStream,
fieldIndexes,
config,
rowtimeExpression)
// generate watermarks for rowtime indicator
val rowtimeDesc: Option[RowtimeAttributeDescriptor] =
TableSourceUtil.getRowtimeAttributeDescriptor(tableSource, selectedFields)
val withWatermarks = if (rowtimeDesc.isDefined) {
val rowtimeFieldIdx = outputSchema.fieldNames.indexOf(rowtimeDesc.get.getAttributeName)
val watermarkStrategy = rowtimeDesc.get.getWatermarkStrategy
watermarkStrategy match {
case p: PeriodicWatermarkAssigner =>
val watermarkGenerator = new PeriodicWatermarkAssignerWrapper(rowtimeFieldIdx, p)
ingestedTable.assignTimestampsAndWatermarks(watermarkGenerator)
case p: PunctuatedWatermarkAssigner =>
val watermarkGenerator = new PunctuatedWatermarkAssignerWrapper(rowtimeFieldIdx, p)
ingestedTable.assignTimestampsAndWatermarks(watermarkGenerator)
case _: PreserveWatermarks =>
// The watermarks have already been provided by the underlying DataStream.
ingestedTable
}
} else {
// No need to generate watermarks if no rowtime attribute is specified.
ingestedTable
}
withWatermarks
}
}
/**
* Generates periodic watermarks based on a [[PeriodicWatermarkAssigner]].
*
* @param timeFieldIdx the index of the rowtime attribute.
* @param assigner the watermark assigner.
*/
private class PeriodicWatermarkAssignerWrapper(
timeFieldIdx: Int,
assigner: PeriodicWatermarkAssigner)
extends AssignerWithPeriodicWatermarks[CRow] {
override def getCurrentWatermark: Watermark = assigner.getWatermark
override def extractTimestamp(crow: CRow, previousElementTimestamp: Long): Long = {
val timestamp: Long = crow.row.getField(timeFieldIdx).asInstanceOf[Long]
assigner.nextTimestamp(timestamp)
0L
}
}
/**
* Generates periodic watermarks based on a [[PunctuatedWatermarkAssigner]].
*
* @param timeFieldIdx the index of the rowtime attribute.
* @param assigner the watermark assigner.
*/
private class PunctuatedWatermarkAssignerWrapper(
timeFieldIdx: Int,
assigner: PunctuatedWatermarkAssigner)
extends AssignerWithPunctuatedWatermarks[CRow] {
override def checkAndGetNextWatermark(crow: CRow, ts: Long): Watermark = {
val timestamp: Long = crow.row.getField(timeFieldIdx).asInstanceOf[Long]
assigner.getWatermark(crow.row, timestamp)
}
override def extractTimestamp(element: CRow, previousElementTimestamp: Long): Long = {
0L
}
}