[GitHub] [hudi] vinothchandar commented on a change in pull request #1938: [HUDI-920] Support Incremental query for MOR table
vinothchandar commented on a change in pull request #1938:
URL: https://github.com/apache/hudi/pull/1938#discussion_r554442195
##
File path:
hudi-spark-datasource/hudi-spark/src/main/scala/org/apache/hudi/MergeOnReadIncrementalRelation.scala
##
@@ -0,0 +1,218 @@
+/*
+ * 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.hudi
+
+import org.apache.hadoop.fs.{FileStatus, FileSystem, GlobPattern, Path}
+import org.apache.hadoop.mapred.JobConf
+import org.apache.hudi.common.fs.FSUtils
+import org.apache.hudi.common.model.HoodieRecord
+import org.apache.hudi.common.table.view.HoodieTableFileSystemView
+import org.apache.hudi.common.table.{HoodieTableMetaClient,
TableSchemaResolver}
+import org.apache.hudi.exception.HoodieException
+import
org.apache.hudi.hadoop.utils.HoodieInputFormatUtils.listStatusForAffectedPartitions
+import
org.apache.hudi.hadoop.utils.HoodieRealtimeRecordReaderUtils.getMaxCompactionMemoryInBytes
+import org.apache.log4j.LogManager
+import org.apache.spark.deploy.SparkHadoopUtil
+import org.apache.spark.rdd.RDD
+import org.apache.spark.sql.catalyst.InternalRow
+import org.apache.spark.sql.execution.datasources.PartitionedFile
+import org.apache.spark.sql.execution.datasources.parquet.ParquetFileFormat
+import org.apache.spark.sql.sources._
+import org.apache.spark.sql.types.StructType
+import org.apache.spark.sql.{Row, SQLContext}
+
+import scala.collection.JavaConversions._
+import scala.collection.mutable.ListBuffer
+
+/**
+ * Experimental.
+ * Relation, that implements the Hoodie incremental view for Merge On Read
table.
+ *
+ */
+class MergeOnReadIncrementalRelation(val sqlContext: SQLContext,
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[GitHub] [hudi] vinothchandar commented on a change in pull request #1938: [HUDI-920] Support Incremental query for MOR table
vinothchandar commented on a change in pull request #1938:
URL: https://github.com/apache/hudi/pull/1938#discussion_r554442195
##
File path:
hudi-spark-datasource/hudi-spark/src/main/scala/org/apache/hudi/MergeOnReadIncrementalRelation.scala
##
@@ -0,0 +1,218 @@
+/*
+ * 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.hudi
+
+import org.apache.hadoop.fs.{FileStatus, FileSystem, GlobPattern, Path}
+import org.apache.hadoop.mapred.JobConf
+import org.apache.hudi.common.fs.FSUtils
+import org.apache.hudi.common.model.HoodieRecord
+import org.apache.hudi.common.table.view.HoodieTableFileSystemView
+import org.apache.hudi.common.table.{HoodieTableMetaClient,
TableSchemaResolver}
+import org.apache.hudi.exception.HoodieException
+import
org.apache.hudi.hadoop.utils.HoodieInputFormatUtils.listStatusForAffectedPartitions
+import
org.apache.hudi.hadoop.utils.HoodieRealtimeRecordReaderUtils.getMaxCompactionMemoryInBytes
+import org.apache.log4j.LogManager
+import org.apache.spark.deploy.SparkHadoopUtil
+import org.apache.spark.rdd.RDD
+import org.apache.spark.sql.catalyst.InternalRow
+import org.apache.spark.sql.execution.datasources.PartitionedFile
+import org.apache.spark.sql.execution.datasources.parquet.ParquetFileFormat
+import org.apache.spark.sql.sources._
+import org.apache.spark.sql.types.StructType
+import org.apache.spark.sql.{Row, SQLContext}
+
+import scala.collection.JavaConversions._
+import scala.collection.mutable.ListBuffer
+
+/**
+ * Experimental.
+ * Relation, that implements the Hoodie incremental view for Merge On Read
table.
+ *
+ */
+class MergeOnReadIncrementalRelation(val sqlContext: SQLContext,
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[GitHub] [hudi] vinothchandar commented on a change in pull request #1938: [HUDI-920] Support Incremental query for MOR table
vinothchandar commented on a change in pull request #1938:
URL: https://github.com/apache/hudi/pull/1938#discussion_r553482746
##
File path:
hudi-hadoop-mr/src/main/java/org/apache/hudi/hadoop/utils/HoodieInputFormatUtils.java
##
@@ -470,4 +471,45 @@ private static HoodieBaseFile
refreshFileStatus(Configuration conf, HoodieBaseFi
}
}
+ /**
+ * List affected file status based on given commits.
Review comment:
a little bit more clearer doc? does this method obtain all the file
status that were affected by the list of commits to check?
##
File path:
hudi-hadoop-mr/src/main/java/org/apache/hudi/hadoop/utils/HoodieInputFormatUtils.java
##
@@ -470,4 +471,45 @@ private static HoodieBaseFile
refreshFileStatus(Configuration conf, HoodieBaseFi
}
}
+ /**
+ * List affected file status based on given commits.
+ * @param basePath
+ * @param commitsToCheck
+ * @param timeline
+ * @return HashMap>
+ * @throws IOException
+ */
+ public static HashMap>
listStatusForAffectedPartitions(
+ Path basePath, List commitsToCheck, HoodieTimeline
timeline) throws IOException {
+// Extract files touched by these commits.
+// TODO This might need to be done in parallel like listStatus parallelism
?
Review comment:
Can we redo this such that it can use the metadata table for obtaining
the listing? You can see how this is done in HoodieParquetInputFormat.
##
File path:
hudi-hadoop-mr/src/main/java/org/apache/hudi/hadoop/utils/HoodieInputFormatUtils.java
##
@@ -470,4 +471,45 @@ private static HoodieBaseFile
refreshFileStatus(Configuration conf, HoodieBaseFi
}
}
+ /**
+ * List affected file status based on given commits.
+ * @param basePath
+ * @param commitsToCheck
+ * @param timeline
+ * @return HashMap>
+ * @throws IOException
+ */
+ public static HashMap>
listStatusForAffectedPartitions(
+ Path basePath, List commitsToCheck, HoodieTimeline
timeline) throws IOException {
+// Extract files touched by these commits.
+// TODO This might need to be done in parallel like listStatus parallelism
?
+HashMap> partitionToFileStatusesMap =
new HashMap<>();
+for (HoodieInstant commit: commitsToCheck) {
+ HoodieCommitMetadata commitMetadata =
HoodieCommitMetadata.fromBytes(timeline.getInstantDetails(commit).get(),
+ HoodieCommitMetadata.class);
+ for (Map.Entry> entry:
commitMetadata.getPartitionToWriteStats().entrySet()) {
+if (!partitionToFileStatusesMap.containsKey(entry.getKey())) {
+ partitionToFileStatusesMap.put(entry.getKey(), new HashMap<>());
+}
+for (HoodieWriteStat stat : entry.getValue()) {
+ String relativeFilePath = stat.getPath();
+ Path fullPath = relativeFilePath != null ?
FSUtils.getPartitionPath(basePath, relativeFilePath) : null;
+ if (fullPath != null) {
+if
(partitionToFileStatusesMap.get(entry.getKey()).containsKey(fullPath.getName()))
{
+ // If filesystem support Append. Update the FileStatus of log
file if being appended.
Review comment:
you can just pick the latest such file now. it will have the latest log
size using `getFileSizeInBytes()`. No need to do the addition here.
##
File path:
hudi-spark-datasource/hudi-spark/src/main/scala/org/apache/hudi/MergeOnReadIncrementalRelation.scala
##
@@ -0,0 +1,218 @@
+/*
+ * 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.hudi
+
+import org.apache.hadoop.fs.{FileStatus, FileSystem, GlobPattern, Path}
+import org.apache.hadoop.mapred.JobConf
+import org.apache.hudi.common.fs.FSUtils
+import org.apache.hudi.common.model.HoodieRecord
+import org.apache.hudi.common.table.view.HoodieTableFileSystemView
+import org.apache.hudi.common.table.{HoodieTableMetaClient,
TableSchemaResolver}
+import org.apache.hudi.exception.HoodieException
+import
org.apache.hudi.hadoop.utils.HoodieInputFormatUtils.listStatusForAffectedPartitions
+import
org.apache.hudi.hadoop.utils.HoodieRealtimeRecordReaderUtils.getMaxCompactionMemoryInBytes
+import org.apache.log4j.LogManager
+import
[GitHub] [hudi] vinothchandar commented on a change in pull request #1938: [HUDI-920] Support Incremental query for MOR table
vinothchandar commented on a change in pull request #1938:
URL: https://github.com/apache/hudi/pull/1938#discussion_r480584379
##
File path:
hudi-spark/src/main/scala/org/apache/hudi/MergeOnReadIncrementalRelation.scala
##
@@ -0,0 +1,209 @@
+/*
+ * 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.hudi
+
+import org.apache.hudi.common.model.{HoodieCommitMetadata, HoodieRecord,
HoodieTableType}
+import org.apache.hudi.common.table.{HoodieTableMetaClient,
TableSchemaResolver}
+import org.apache.hudi.exception.HoodieException
+import org.apache.hadoop.fs.{FileStatus, FileSystem, GlobPattern, Path}
+import org.apache.hadoop.mapred.JobConf
+import org.apache.hudi.common.fs.FSUtils
+import org.apache.hudi.common.table.view.HoodieTableFileSystemView
+import
org.apache.hudi.hadoop.utils.HoodieRealtimeRecordReaderUtils.getMaxCompactionMemoryInBytes
+import org.apache.log4j.LogManager
+import org.apache.spark.deploy.SparkHadoopUtil
+import org.apache.spark.rdd.RDD
+import org.apache.spark.sql.catalyst.InternalRow
+import org.apache.spark.sql.execution.datasources.PartitionedFile
+import org.apache.spark.sql.execution.datasources.parquet.ParquetFileFormat
+import org.apache.spark.sql.sources.{BaseRelation, Filter, GreaterThanOrEqual,
IsNotNull, LessThanOrEqual, PrunedFilteredScan, TableScan}
+import org.apache.spark.sql.types.StructType
+import org.apache.spark.sql.{Row, SQLContext}
+
+import scala.collection.JavaConversions._
+import scala.collection.mutable.ListBuffer
+
+/**
+ * Experimental.
+ * Relation, that implements the Hoodie incremental view for Merge On Read
table.
+ *
+ */
+class MergeOnReadIncrementalRelation(val sqlContext: SQLContext,
+ val optParams: Map[String, String],
+ val userSchema: StructType,
+ val metaClient: HoodieTableMetaClient)
+ extends BaseRelation with PrunedFilteredScan {
+
+ private val log =
LogManager.getLogger(classOf[MergeOnReadIncrementalRelation])
+ private val conf = sqlContext.sparkContext.hadoopConfiguration
+ private val jobConf = new JobConf(conf)
+ private val fs = FSUtils.getFs(metaClient.getBasePath, conf)
+ private val commitTimeline =
metaClient.getCommitsAndCompactionTimeline.filterCompletedInstants()
+ if (commitTimeline.empty()) {
+throw new HoodieException("No instants to incrementally pull")
+ }
+ if (!optParams.contains(DataSourceReadOptions.BEGIN_INSTANTTIME_OPT_KEY)) {
+throw new HoodieException(s"Specify the begin instant time to pull from
using " +
+ s"option ${DataSourceReadOptions.BEGIN_INSTANTTIME_OPT_KEY}")
+ }
+
+ private val lastInstant = commitTimeline.lastInstant().get()
+ private val mergeType = optParams.getOrElse(
+DataSourceReadOptions.REALTIME_MERGE_OPT_KEY,
+DataSourceReadOptions.DEFAULT_REALTIME_MERGE_OPT_VAL)
+
+ private val commitsTimelineToReturn = commitTimeline.findInstantsInRange(
+optParams(DataSourceReadOptions.BEGIN_INSTANTTIME_OPT_KEY),
+optParams.getOrElse(DataSourceReadOptions.END_INSTANTTIME_OPT_KEY,
lastInstant.getTimestamp))
+ log.debug(s"${commitsTimelineToReturn.getInstants.iterator().toList.map(f =>
f.toString).mkString(",")}")
+ private val commitsToReturn =
commitsTimelineToReturn.getInstants.iterator().toList
+ private val schemaUtil = new TableSchemaResolver(metaClient)
+ private val tableAvroSchema = schemaUtil.getTableAvroSchema
+ private val tableStructSchema =
AvroConversionUtils.convertAvroSchemaToStructType(tableAvroSchema)
+ private val maxCompactionMemoryInBytes =
getMaxCompactionMemoryInBytes(jobConf)
+ private val fileIndex = buildFileIndex()
+
+ override def schema: StructType = tableStructSchema
+
+ override def needConversion: Boolean = false
+
+ override def unhandledFilters(filters: Array[Filter]): Array[Filter] = {
+val isNotNullFilter = IsNotNull(HoodieRecord.COMMIT_TIME_METADATA_FIELD)
+val largerThanFilter =
GreaterThanOrEqual(HoodieRecord.COMMIT_TIME_METADATA_FIELD,
commitsToReturn.head.getTimestamp)
+val lessThanFilter =
LessThanOrEqual(HoodieRecord.COMMIT_TIME_METADATA_FIELD,
commitsToReturn.last.getTimestamp)
+filters
[GitHub] [hudi] vinothchandar commented on a change in pull request #1938: [HUDI-920] Support Incremental query for MOR table
vinothchandar commented on a change in pull request #1938:
URL: https://github.com/apache/hudi/pull/1938#discussion_r480292973
##
File path:
hudi-spark/src/main/scala/org/apache/hudi/MergeOnReadIncrementalRelation.scala
##
@@ -0,0 +1,209 @@
+/*
+ * 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.hudi
+
+import org.apache.hudi.common.model.{HoodieCommitMetadata, HoodieRecord,
HoodieTableType}
+import org.apache.hudi.common.table.{HoodieTableMetaClient,
TableSchemaResolver}
+import org.apache.hudi.exception.HoodieException
+import org.apache.hadoop.fs.{FileStatus, FileSystem, GlobPattern, Path}
+import org.apache.hadoop.mapred.JobConf
+import org.apache.hudi.common.fs.FSUtils
+import org.apache.hudi.common.table.view.HoodieTableFileSystemView
+import
org.apache.hudi.hadoop.utils.HoodieRealtimeRecordReaderUtils.getMaxCompactionMemoryInBytes
+import org.apache.log4j.LogManager
+import org.apache.spark.deploy.SparkHadoopUtil
+import org.apache.spark.rdd.RDD
+import org.apache.spark.sql.catalyst.InternalRow
+import org.apache.spark.sql.execution.datasources.PartitionedFile
+import org.apache.spark.sql.execution.datasources.parquet.ParquetFileFormat
+import org.apache.spark.sql.sources.{BaseRelation, Filter, GreaterThanOrEqual,
IsNotNull, LessThanOrEqual, PrunedFilteredScan, TableScan}
+import org.apache.spark.sql.types.StructType
+import org.apache.spark.sql.{Row, SQLContext}
+
+import scala.collection.JavaConversions._
+import scala.collection.mutable.ListBuffer
+
+/**
+ * Experimental.
+ * Relation, that implements the Hoodie incremental view for Merge On Read
table.
+ *
+ */
+class MergeOnReadIncrementalRelation(val sqlContext: SQLContext,
+ val optParams: Map[String, String],
+ val userSchema: StructType,
+ val metaClient: HoodieTableMetaClient)
+ extends BaseRelation with PrunedFilteredScan {
+
+ private val log =
LogManager.getLogger(classOf[MergeOnReadIncrementalRelation])
+ private val conf = sqlContext.sparkContext.hadoopConfiguration
+ private val jobConf = new JobConf(conf)
+ private val fs = FSUtils.getFs(metaClient.getBasePath, conf)
+ private val commitTimeline =
metaClient.getCommitsAndCompactionTimeline.filterCompletedInstants()
+ if (commitTimeline.empty()) {
+throw new HoodieException("No instants to incrementally pull")
+ }
+ if (!optParams.contains(DataSourceReadOptions.BEGIN_INSTANTTIME_OPT_KEY)) {
+throw new HoodieException(s"Specify the begin instant time to pull from
using " +
+ s"option ${DataSourceReadOptions.BEGIN_INSTANTTIME_OPT_KEY}")
+ }
+
+ private val lastInstant = commitTimeline.lastInstant().get()
+ private val mergeType = optParams.getOrElse(
+DataSourceReadOptions.REALTIME_MERGE_OPT_KEY,
+DataSourceReadOptions.DEFAULT_REALTIME_MERGE_OPT_VAL)
+
+ private val commitsTimelineToReturn = commitTimeline.findInstantsInRange(
+optParams(DataSourceReadOptions.BEGIN_INSTANTTIME_OPT_KEY),
+optParams.getOrElse(DataSourceReadOptions.END_INSTANTTIME_OPT_KEY,
lastInstant.getTimestamp))
+ log.debug(s"${commitsTimelineToReturn.getInstants.iterator().toList.map(f =>
f.toString).mkString(",")}")
+ private val commitsToReturn =
commitsTimelineToReturn.getInstants.iterator().toList
+ private val schemaUtil = new TableSchemaResolver(metaClient)
+ private val tableAvroSchema = schemaUtil.getTableAvroSchema
+ private val tableStructSchema =
AvroConversionUtils.convertAvroSchemaToStructType(tableAvroSchema)
+ private val maxCompactionMemoryInBytes =
getMaxCompactionMemoryInBytes(jobConf)
+ private val fileIndex = buildFileIndex()
+
+ override def schema: StructType = tableStructSchema
+
+ override def needConversion: Boolean = false
+
+ override def unhandledFilters(filters: Array[Filter]): Array[Filter] = {
+val isNotNullFilter = IsNotNull(HoodieRecord.COMMIT_TIME_METADATA_FIELD)
+val largerThanFilter =
GreaterThanOrEqual(HoodieRecord.COMMIT_TIME_METADATA_FIELD,
commitsToReturn.head.getTimestamp)
+val lessThanFilter =
LessThanOrEqual(HoodieRecord.COMMIT_TIME_METADATA_FIELD,
commitsToReturn.last.getTimestamp)
+filters
[GitHub] [hudi] vinothchandar commented on a change in pull request #1938: [HUDI-920] Support Incremental query for MOR table
vinothchandar commented on a change in pull request #1938:
URL: https://github.com/apache/hudi/pull/1938#discussion_r480288447
##
File path:
hudi-spark/src/main/scala/org/apache/hudi/MergeOnReadIncrementalRelation.scala
##
@@ -0,0 +1,209 @@
+/*
+ * 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.hudi
+
+import org.apache.hudi.common.model.{HoodieCommitMetadata, HoodieRecord,
HoodieTableType}
+import org.apache.hudi.common.table.{HoodieTableMetaClient,
TableSchemaResolver}
+import org.apache.hudi.exception.HoodieException
+import org.apache.hadoop.fs.{FileStatus, FileSystem, GlobPattern, Path}
+import org.apache.hadoop.mapred.JobConf
+import org.apache.hudi.common.fs.FSUtils
+import org.apache.hudi.common.table.view.HoodieTableFileSystemView
+import
org.apache.hudi.hadoop.utils.HoodieRealtimeRecordReaderUtils.getMaxCompactionMemoryInBytes
+import org.apache.log4j.LogManager
+import org.apache.spark.deploy.SparkHadoopUtil
+import org.apache.spark.rdd.RDD
+import org.apache.spark.sql.catalyst.InternalRow
+import org.apache.spark.sql.execution.datasources.PartitionedFile
+import org.apache.spark.sql.execution.datasources.parquet.ParquetFileFormat
+import org.apache.spark.sql.sources.{BaseRelation, Filter, GreaterThanOrEqual,
IsNotNull, LessThanOrEqual, PrunedFilteredScan, TableScan}
+import org.apache.spark.sql.types.StructType
+import org.apache.spark.sql.{Row, SQLContext}
+
+import scala.collection.JavaConversions._
+import scala.collection.mutable.ListBuffer
+
+/**
+ * Experimental.
+ * Relation, that implements the Hoodie incremental view for Merge On Read
table.
+ *
+ */
+class MergeOnReadIncrementalRelation(val sqlContext: SQLContext,
+ val optParams: Map[String, String],
+ val userSchema: StructType,
+ val metaClient: HoodieTableMetaClient)
+ extends BaseRelation with PrunedFilteredScan {
+
+ private val log =
LogManager.getLogger(classOf[MergeOnReadIncrementalRelation])
+ private val conf = sqlContext.sparkContext.hadoopConfiguration
+ private val jobConf = new JobConf(conf)
+ private val fs = FSUtils.getFs(metaClient.getBasePath, conf)
+ private val commitTimeline =
metaClient.getCommitsAndCompactionTimeline.filterCompletedInstants()
+ if (commitTimeline.empty()) {
+throw new HoodieException("No instants to incrementally pull")
+ }
+ if (!optParams.contains(DataSourceReadOptions.BEGIN_INSTANTTIME_OPT_KEY)) {
+throw new HoodieException(s"Specify the begin instant time to pull from
using " +
+ s"option ${DataSourceReadOptions.BEGIN_INSTANTTIME_OPT_KEY}")
+ }
+
+ private val lastInstant = commitTimeline.lastInstant().get()
+ private val mergeType = optParams.getOrElse(
+DataSourceReadOptions.REALTIME_MERGE_OPT_KEY,
+DataSourceReadOptions.DEFAULT_REALTIME_MERGE_OPT_VAL)
+
+ private val commitsTimelineToReturn = commitTimeline.findInstantsInRange(
+optParams(DataSourceReadOptions.BEGIN_INSTANTTIME_OPT_KEY),
+optParams.getOrElse(DataSourceReadOptions.END_INSTANTTIME_OPT_KEY,
lastInstant.getTimestamp))
+ log.debug(s"${commitsTimelineToReturn.getInstants.iterator().toList.map(f =>
f.toString).mkString(",")}")
+ private val commitsToReturn =
commitsTimelineToReturn.getInstants.iterator().toList
+ private val schemaUtil = new TableSchemaResolver(metaClient)
+ private val tableAvroSchema = schemaUtil.getTableAvroSchema
+ private val tableStructSchema =
AvroConversionUtils.convertAvroSchemaToStructType(tableAvroSchema)
+ private val maxCompactionMemoryInBytes =
getMaxCompactionMemoryInBytes(jobConf)
+ private val fileIndex = buildFileIndex()
+
+ override def schema: StructType = tableStructSchema
+
+ override def needConversion: Boolean = false
+
+ override def unhandledFilters(filters: Array[Filter]): Array[Filter] = {
+val isNotNullFilter = IsNotNull(HoodieRecord.COMMIT_TIME_METADATA_FIELD)
+val largerThanFilter =
GreaterThanOrEqual(HoodieRecord.COMMIT_TIME_METADATA_FIELD,
commitsToReturn.head.getTimestamp)
+val lessThanFilter =
LessThanOrEqual(HoodieRecord.COMMIT_TIME_METADATA_FIELD,
commitsToReturn.last.getTimestamp)
+filters
[GitHub] [hudi] vinothchandar commented on a change in pull request #1938: [HUDI-920] Support Incremental query for MOR table
vinothchandar commented on a change in pull request #1938:
URL: https://github.com/apache/hudi/pull/1938#discussion_r480286220
##
File path: hudi-spark/src/main/scala/org/apache/hudi/HoodieMergeOnReadRDD.scala
##
@@ -102,6 +104,44 @@ class HoodieMergeOnReadRDD(@transient sc: SparkContext,
rows
}
+ private def logFileIterator(split: HoodieMergeOnReadFileSplit,
+ config: Configuration): Iterator[InternalRow] =
+ new Iterator[InternalRow] {
Review comment:
this does not seem to be indented correctly?
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[GitHub] [hudi] vinothchandar commented on a change in pull request #1938: [HUDI-920] Support Incremental query for MOR table
vinothchandar commented on a change in pull request #1938:
URL: https://github.com/apache/hudi/pull/1938#discussion_r480284406
##
File path: hudi-spark/src/main/scala/org/apache/hudi/DataSourceOptions.scala
##
@@ -49,6 +49,7 @@ object DataSourceReadOptions {
val QUERY_TYPE_SNAPSHOT_OPT_VAL = "snapshot"
val QUERY_TYPE_READ_OPTIMIZED_OPT_VAL = "read_optimized"
val QUERY_TYPE_INCREMENTAL_OPT_VAL = "incremental"
+ val QUERY_TYPE_MOR_INCREMENTAL_OPT_VAL = "mor_incremental"
Review comment:
we need to guard this with a flag. query types are fundamental to
design. I prefer not to overload them
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