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Posted to commits@hudi.apache.org by "linliu-code (via GitHub)" <gi...@apache.org> on 2025/12/09 01:40:35 UTC
[PR] fix: schema evolution with array struct type [hudi]
linliu-code opened a new pull request, #17531:
URL: https://github.com/apache/hudi/pull/17531
### Describe the issue this Pull Request addresses
https://github.com/apache/hudi/issues/17454
### Summary and Changelog
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Re: [PR] fix: schema evolution with array struct type [hudi]
Posted by "hudi-bot (via GitHub)" <gi...@apache.org>.
hudi-bot commented on PR #17531:
URL: https://github.com/apache/hudi/pull/17531#issuecomment-3634943150
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## CI report:
* b24dbcff8b4eb7fefcf0f7481040393cd8752760 Azure: [SUCCESS](https://dev.azure.com/apachehudi/a1a51da7-8592-47d4-88dc-fd67bed336bb/_build/results?buildId=10050)
* 5a5bccc489fbc3d60a928cb791c50ebcde20b193 UNKNOWN
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Re: [PR] fix: schema evolution with array struct type [hudi]
Posted by "linliu-code (via GitHub)" <gi...@apache.org>.
linliu-code commented on PR #17531:
URL: https://github.com/apache/hudi/pull/17531#issuecomment-3634464706
> BTW @linliu-code worth it to also test map of struct or any other candidate for this ? wdyt
yeah, will add more test cases.
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Re: [PR] [MINOR] Support schema evolution with nested data type [hudi]
Posted by "hudi-bot (via GitHub)" <gi...@apache.org>.
hudi-bot commented on PR #17531:
URL: https://github.com/apache/hudi/pull/17531#issuecomment-3857214905
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## CI report:
* f969d52b15a07d3829a48add0f54540b27fd73cd Azure: [SUCCESS](https://dev.azure.com/apachehudi/a1a51da7-8592-47d4-88dc-fd67bed336bb/_build/results?buildId=11723)
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Re: [PR] [MINOR] Support schema evolution with nested data type [hudi]
Posted by "nsivabalan (via GitHub)" <gi...@apache.org>.
nsivabalan commented on code in PR #17531:
URL: https://github.com/apache/hudi/pull/17531#discussion_r2767908686
##########
.github/workflows/bot.yml:
##########
@@ -686,6 +686,17 @@ jobs:
distribution: 'temurin'
architecture: x64
cache: maven
+ - name: Check disk space
Review Comment:
can we move this into a separate PR?
##########
docker/compose/docker-compose_hadoop284_hive233_spark244.yml:
##########
@@ -175,7 +175,7 @@ services:
- "namenode"
zookeeper:
- image: 'bitnami/zookeeper:3.4.12-r68'
+ image: 'bitnamilegacy/zookeeper:3.4.12-r68'
Review Comment:
this one too
##########
hudi-spark-datasource/hudi-spark3.2plus-common/src/main/scala/org/apache/spark/sql/hudi/analysis/HoodieSpark32PlusAnalysis.scala:
##########
@@ -111,7 +111,13 @@ case class HoodieSpark32PlusResolveReferences(spark: SparkSession) extends Rule[
lazy val analyzer = spark.sessionState.analyzer
val targetTable = if (targetTableO.resolved) targetTableO else analyzer.execute(targetTableO)
val sourceTable = if (sourceTableO.resolved) sourceTableO else analyzer.execute(sourceTableO)
- val m = mO.asInstanceOf[MergeIntoTable].copy(targetTable = targetTable, sourceTable = sourceTable)
+ val originalMergeInto = mO.asInstanceOf[MergeIntoTable]
+ val m = originalMergeInto.copy(
+ targetTable = targetTable,
+ sourceTable = sourceTable,
+ mergeCondition = originalMergeInto.mergeCondition,
+ matchedActions = originalMergeInto.matchedActions,
+ notMatchedActions = originalMergeInto.notMatchedActions)
Review Comment:
So, this is an issue only w/ spark 3.2 is it?
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Re: [PR] [MINOR] Support schema evolution with nested data type [hudi]
Posted by "linliu-code (via GitHub)" <gi...@apache.org>.
linliu-code commented on code in PR #17531:
URL: https://github.com/apache/hudi/pull/17531#discussion_r2669130875
##########
.github/workflows/bot.yml:
##########
@@ -686,6 +686,17 @@ jobs:
distribution: 'temurin'
architecture: x64
cache: maven
+ - name: Check disk space
+ run: df -h
+ - name: 'Free space'
+ run: |
+ sudo rm -rf /usr/share/dotnet
+ sudo rm -rf /usr/local/lib/android
+ sudo rm -rf /opt/ghc
+ sudo rm -rf /usr/local/share/boost
+ docker system prune --all --force --volumes
+ - name: Check disk space after cleanup
+ run: df -h
Review Comment:
This will be rebased away as well.
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Re: [PR] [MINOR] Support schema evolution with array struct type [hudi]
Posted by "hudi-bot (via GitHub)" <gi...@apache.org>.
hudi-bot commented on PR #17531:
URL: https://github.com/apache/hudi/pull/17531#issuecomment-3635221913
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Re: [PR] fix: schema evolution with array struct type [hudi]
Posted by "hudi-bot (via GitHub)" <gi...@apache.org>.
hudi-bot commented on PR #17531:
URL: https://github.com/apache/hudi/pull/17531#issuecomment-3629968391
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* 1e6fc7dd100697728e068c2945fccf517b811561 Azure: [PENDING](https://dev.azure.com/apachehudi/a1a51da7-8592-47d4-88dc-fd67bed336bb/_build/results?buildId=10045)
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Re: [PR] fix: schema evolution with array struct type [hudi]
Posted by "hudi-bot (via GitHub)" <gi...@apache.org>.
hudi-bot commented on PR #17531:
URL: https://github.com/apache/hudi/pull/17531#issuecomment-3630396059
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Re: [PR] fix: schema evolution with array struct type [hudi]
Posted by "hudi-bot (via GitHub)" <gi...@apache.org>.
hudi-bot commented on PR #17531:
URL: https://github.com/apache/hudi/pull/17531#issuecomment-3630166233
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* 1e6fc7dd100697728e068c2945fccf517b811561 Azure: [FAILURE](https://dev.azure.com/apachehudi/a1a51da7-8592-47d4-88dc-fd67bed336bb/_build/results?buildId=10045)
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Re: [PR] [MINOR] Support schema evolution with nested data type [hudi]
Posted by "linliu-code (via GitHub)" <gi...@apache.org>.
linliu-code commented on code in PR #17531:
URL: https://github.com/apache/hudi/pull/17531#discussion_r2669401839
##########
hudi-spark-datasource/hudi-spark/src/test/scala/org/apache/hudi/functional/TestComplexTypeSchemaEvolution.scala:
##########
@@ -0,0 +1,429 @@
+/*
+ * 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.functional
+
+import org.apache.hudi.common.table.HoodieTableConfig
+import org.apache.hudi.config.HoodieWriteConfig
+import org.apache.hudi.testutils.HoodieSparkClientTestBase
+import org.apache.hudi.{DataSourceWriteOptions, HoodieSparkRecordMerger, ScalaAssertionSupport}
+
+import org.apache.spark.sql.{Row, SaveMode, SparkSession}
+import org.apache.spark.sql.types.{ArrayType, IntegerType, MapType, StringType, StructType}
+import org.junit.jupiter.api.{AfterEach, BeforeEach, Test}
+import org.junit.jupiter.api.Assertions._
+
+/**
+ * Test to verify schema evolution for complex data types (Array[Struct], Nested Structs, Array[Map[Struct]])
+ * with record mergers. These tests verify that schema evolution of complex nested fields
+ * works correctly and doesn't cause data corruption when using record mergers.
+ */
+class TestComplexTypeSchemaEvolution extends HoodieSparkClientTestBase with ScalaAssertionSupport {
Review Comment:
Good point. Let me parameterize them.
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Re: [PR] [MINOR] Support schema evolution with nested data type [hudi]
Posted by "hudi-bot (via GitHub)" <gi...@apache.org>.
hudi-bot commented on PR #17531:
URL: https://github.com/apache/hudi/pull/17531#issuecomment-3856905668
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## CI report:
* 5c73a688f30a1321791fbf0bd00233339ca6d8b0 Azure: [SUCCESS](https://dev.azure.com/apachehudi/a1a51da7-8592-47d4-88dc-fd67bed336bb/_build/results?buildId=10836)
* f969d52b15a07d3829a48add0f54540b27fd73cd UNKNOWN
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Re: [PR] [MINOR] Support schema evolution with nested data type [hudi]
Posted by "linliu-code (via GitHub)" <gi...@apache.org>.
linliu-code commented on code in PR #17531:
URL: https://github.com/apache/hudi/pull/17531#discussion_r2771481875
##########
.github/workflows/bot.yml:
##########
@@ -686,6 +686,17 @@ jobs:
distribution: 'temurin'
architecture: x64
cache: maven
+ - name: Check disk space
Review Comment:
This should be gone after rebase.
##########
docker/compose/docker-compose_hadoop284_hive233_spark244.yml:
##########
@@ -175,7 +175,7 @@ services:
- "namenode"
zookeeper:
- image: 'bitnami/zookeeper:3.4.12-r68'
+ image: 'bitnamilegacy/zookeeper:3.4.12-r68'
Review Comment:
This should be gone after rebase.
##########
hudi-spark-datasource/hudi-spark3.2plus-common/src/main/scala/org/apache/spark/sql/hudi/analysis/HoodieSpark32PlusAnalysis.scala:
##########
@@ -111,7 +111,13 @@ case class HoodieSpark32PlusResolveReferences(spark: SparkSession) extends Rule[
lazy val analyzer = spark.sessionState.analyzer
val targetTable = if (targetTableO.resolved) targetTableO else analyzer.execute(targetTableO)
val sourceTable = if (sourceTableO.resolved) sourceTableO else analyzer.execute(sourceTableO)
- val m = mO.asInstanceOf[MergeIntoTable].copy(targetTable = targetTable, sourceTable = sourceTable)
+ val originalMergeInto = mO.asInstanceOf[MergeIntoTable]
+ val m = originalMergeInto.copy(
+ targetTable = targetTable,
+ sourceTable = sourceTable,
+ mergeCondition = originalMergeInto.mergeCondition,
+ matchedActions = originalMergeInto.matchedActions,
+ notMatchedActions = originalMergeInto.notMatchedActions)
Review Comment:
This should be gone after rebase.
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Re: [PR] [MINOR] Support schema evolution with nested data type [hudi]
Posted by "nsivabalan (via GitHub)" <gi...@apache.org>.
nsivabalan merged PR #17531:
URL: https://github.com/apache/hudi/pull/17531
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Re: [PR] fix: schema evolution with array struct type [hudi]
Posted by "hudi-bot (via GitHub)" <gi...@apache.org>.
hudi-bot commented on PR #17531:
URL: https://github.com/apache/hudi/pull/17531#issuecomment-3629925846
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## CI report:
* 7a6887554b36b74bcf71da1020e0bae7f5f063d7 Azure: [FAILURE](https://dev.azure.com/apachehudi/a1a51da7-8592-47d4-88dc-fd67bed336bb/_build/results?buildId=10043)
* 1e6fc7dd100697728e068c2945fccf517b811561 UNKNOWN
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Re: [PR] fix: schema evolution with array struct type [hudi]
Posted by "hudi-bot (via GitHub)" <gi...@apache.org>.
hudi-bot commented on PR #17531:
URL: https://github.com/apache/hudi/pull/17531#issuecomment-3629978509
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## CI report:
* 1e6fc7dd100697728e068c2945fccf517b811561 Azure: [FAILURE](https://dev.azure.com/apachehudi/a1a51da7-8592-47d4-88dc-fd67bed336bb/_build/results?buildId=10045)
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Re: [PR] [MINOR] Support schema evolution with nested data type [hudi]
Posted by "linliu-code (via GitHub)" <gi...@apache.org>.
linliu-code commented on code in PR #17531:
URL: https://github.com/apache/hudi/pull/17531#discussion_r2662401330
##########
hudi-spark-datasource/hudi-spark3.2plus-common/src/main/scala/org/apache/spark/sql/hudi/analysis/HoodieSpark32PlusAnalysis.scala:
##########
@@ -111,7 +111,13 @@ case class HoodieSpark32PlusResolveReferences(spark: SparkSession) extends Rule[
lazy val analyzer = spark.sessionState.analyzer
val targetTable = if (targetTableO.resolved) targetTableO else analyzer.execute(targetTableO)
val sourceTable = if (sourceTableO.resolved) sourceTableO else analyzer.execute(sourceTableO)
- val m = mO.asInstanceOf[MergeIntoTable].copy(targetTable = targetTable, sourceTable = sourceTable)
+ val originalMergeInto = mO.asInstanceOf[MergeIntoTable]
Review Comment:
This is for test flakiness, which will be rebased away.
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Re: [PR] fix: schema evolution with array struct type [hudi]
Posted by "hudi-bot (via GitHub)" <gi...@apache.org>.
hudi-bot commented on PR #17531:
URL: https://github.com/apache/hudi/pull/17531#issuecomment-3629828753
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## CI report:
* 7a6887554b36b74bcf71da1020e0bae7f5f063d7 Azure: [PENDING](https://dev.azure.com/apachehudi/a1a51da7-8592-47d4-88dc-fd67bed336bb/_build/results?buildId=10043)
* 1e6fc7dd100697728e068c2945fccf517b811561 UNKNOWN
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Re: [PR] fix: schema evolution with array struct type [hudi]
Posted by "hudi-bot (via GitHub)" <gi...@apache.org>.
hudi-bot commented on PR #17531:
URL: https://github.com/apache/hudi/pull/17531#issuecomment-3630162035
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## CI report:
* 1e6fc7dd100697728e068c2945fccf517b811561 Azure: [FAILURE](https://dev.azure.com/apachehudi/a1a51da7-8592-47d4-88dc-fd67bed336bb/_build/results?buildId=10045)
* b24dbcff8b4eb7fefcf0f7481040393cd8752760 UNKNOWN
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Re: [PR] [MINOR] Support schema evolution with array struct type [hudi]
Posted by "hudi-bot (via GitHub)" <gi...@apache.org>.
hudi-bot commented on PR #17531:
URL: https://github.com/apache/hudi/pull/17531#issuecomment-3635214934
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## CI report:
* 5a5bccc489fbc3d60a928cb791c50ebcde20b193 Azure: [SUCCESS](https://dev.azure.com/apachehudi/a1a51da7-8592-47d4-88dc-fd67bed336bb/_build/results?buildId=10077)
* c4a6ef255ce6752c574d877cc7c2da99d706b765 Azure: [PENDING](https://dev.azure.com/apachehudi/a1a51da7-8592-47d4-88dc-fd67bed336bb/_build/results?buildId=10083)
* 3f273e5ca37114757a84667acde6562c9d464ae1 UNKNOWN
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Re: [PR] fix: schema evolution with array struct type [hudi]
Posted by "hudi-bot (via GitHub)" <gi...@apache.org>.
hudi-bot commented on PR #17531:
URL: https://github.com/apache/hudi/pull/17531#issuecomment-3634947316
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## CI report:
* b24dbcff8b4eb7fefcf0f7481040393cd8752760 Azure: [SUCCESS](https://dev.azure.com/apachehudi/a1a51da7-8592-47d4-88dc-fd67bed336bb/_build/results?buildId=10050)
* 5a5bccc489fbc3d60a928cb791c50ebcde20b193 Azure: [PENDING](https://dev.azure.com/apachehudi/a1a51da7-8592-47d4-88dc-fd67bed336bb/_build/results?buildId=10077)
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Re: [PR] [MINOR] Support schema evolution with nested data type [hudi]
Posted by "linliu-code (via GitHub)" <gi...@apache.org>.
linliu-code commented on code in PR #17531:
URL: https://github.com/apache/hudi/pull/17531#discussion_r2771482766
##########
hudi-spark-datasource/hudi-spark3.2plus-common/src/main/scala/org/apache/spark/sql/hudi/analysis/HoodieSpark32PlusAnalysis.scala:
##########
@@ -111,7 +111,13 @@ case class HoodieSpark32PlusResolveReferences(spark: SparkSession) extends Rule[
lazy val analyzer = spark.sessionState.analyzer
val targetTable = if (targetTableO.resolved) targetTableO else analyzer.execute(targetTableO)
val sourceTable = if (sourceTableO.resolved) sourceTableO else analyzer.execute(sourceTableO)
- val m = mO.asInstanceOf[MergeIntoTable].copy(targetTable = targetTable, sourceTable = sourceTable)
+ val originalMergeInto = mO.asInstanceOf[MergeIntoTable]
+ val m = originalMergeInto.copy(
+ targetTable = targetTable,
+ sourceTable = sourceTable,
+ mergeCondition = originalMergeInto.mergeCondition,
+ matchedActions = originalMergeInto.matchedActions,
+ notMatchedActions = originalMergeInto.notMatchedActions)
Review Comment:
We have fix it in a separate PR.
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Re: [PR] [MINOR] Support schema evolution with nested data type [hudi]
Posted by "linliu-code (via GitHub)" <gi...@apache.org>.
linliu-code commented on PR #17531:
URL: https://github.com/apache/hudi/pull/17531#issuecomment-3856908696
@nsivabalan Rebased, and these changes are gone.
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Re: [PR] [MINOR] Support schema evolution with nested data type [hudi]
Posted by "hudi-bot (via GitHub)" <gi...@apache.org>.
hudi-bot commented on PR #17531:
URL: https://github.com/apache/hudi/pull/17531#issuecomment-3720344012
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## CI report:
* 284dec50583d69db7ef97d0f980a8997efd65857 Azure: [SUCCESS](https://dev.azure.com/apachehudi/a1a51da7-8592-47d4-88dc-fd67bed336bb/_build/results?buildId=10108)
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Re: [PR] fix: schema evolution with array struct type [hudi]
Posted by "hudi-bot (via GitHub)" <gi...@apache.org>.
hudi-bot commented on PR #17531:
URL: https://github.com/apache/hudi/pull/17531#issuecomment-3629818852
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## CI report:
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Re: [PR] [MINOR] Support schema evolution with array struct type [hudi]
Posted by "hudi-bot (via GitHub)" <gi...@apache.org>.
hudi-bot commented on PR #17531:
URL: https://github.com/apache/hudi/pull/17531#issuecomment-3635050156
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Re: [PR] [MINOR] Support schema evolution with nested data type [hudi]
Posted by "hudi-bot (via GitHub)" <gi...@apache.org>.
hudi-bot commented on PR #17531:
URL: https://github.com/apache/hudi/pull/17531#issuecomment-3639683777
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Re: [PR] [MINOR] Support schema evolution with array struct type [hudi]
Posted by "hudi-bot (via GitHub)" <gi...@apache.org>.
hudi-bot commented on PR #17531:
URL: https://github.com/apache/hudi/pull/17531#issuecomment-3635161162
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Re: [PR] [MINOR] Support schema evolution with nested data type [hudi]
Posted by "hudi-bot (via GitHub)" <gi...@apache.org>.
hudi-bot commented on PR #17531:
URL: https://github.com/apache/hudi/pull/17531#issuecomment-3720352209
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Re: [PR] [MINOR] Support schema evolution with nested data type [hudi]
Posted by "hudi-bot (via GitHub)" <gi...@apache.org>.
hudi-bot commented on PR #17531:
URL: https://github.com/apache/hudi/pull/17531#issuecomment-3856916717
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Re: [PR] fix: schema evolution with array struct type [hudi]
Posted by "hudi-bot (via GitHub)" <gi...@apache.org>.
hudi-bot commented on PR #17531:
URL: https://github.com/apache/hudi/pull/17531#issuecomment-3629823854
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Re: [PR] fix: schema evolution with array struct type [hudi]
Posted by "parisni (via GitHub)" <gi...@apache.org>.
parisni commented on PR #17531:
URL: https://github.com/apache/hudi/pull/17531#issuecomment-3634291815
BTW @linliu-code worth nothing to also test map of struct or any other candidate for this ? wdyt
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Re: [PR] [MINOR] Support schema evolution with array struct type [hudi]
Posted by "hudi-bot (via GitHub)" <gi...@apache.org>.
hudi-bot commented on PR #17531:
URL: https://github.com/apache/hudi/pull/17531#issuecomment-3635157020
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Re: [PR] [MINOR] Support schema evolution with array struct type [hudi]
Posted by "hudi-bot (via GitHub)" <gi...@apache.org>.
hudi-bot commented on PR #17531:
URL: https://github.com/apache/hudi/pull/17531#issuecomment-3639225846
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Re: [PR] [MINOR] Support schema evolution with array struct type [hudi]
Posted by "hudi-bot (via GitHub)" <gi...@apache.org>.
hudi-bot commented on PR #17531:
URL: https://github.com/apache/hudi/pull/17531#issuecomment-3639372075
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Re: [PR] [MINOR] Support schema evolution with nested data type [hudi]
Posted by "lokeshj1703 (via GitHub)" <gi...@apache.org>.
lokeshj1703 commented on code in PR #17531:
URL: https://github.com/apache/hudi/pull/17531#discussion_r2667130022
##########
hudi-spark-datasource/hudi-spark/src/test/scala/org/apache/hudi/functional/TestComplexTypeSchemaEvolution.scala:
##########
@@ -0,0 +1,429 @@
+/*
+ * 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.functional
+
+import org.apache.hudi.common.table.HoodieTableConfig
+import org.apache.hudi.config.HoodieWriteConfig
+import org.apache.hudi.testutils.HoodieSparkClientTestBase
+import org.apache.hudi.{DataSourceWriteOptions, HoodieSparkRecordMerger, ScalaAssertionSupport}
+
+import org.apache.spark.sql.{Row, SaveMode, SparkSession}
+import org.apache.spark.sql.types.{ArrayType, IntegerType, MapType, StringType, StructType}
+import org.junit.jupiter.api.{AfterEach, BeforeEach, Test}
+import org.junit.jupiter.api.Assertions._
+
+/**
+ * Test to verify schema evolution for complex data types (Array[Struct], Nested Structs, Array[Map[Struct]])
+ * with record mergers. These tests verify that schema evolution of complex nested fields
+ * works correctly and doesn't cause data corruption when using record mergers.
+ */
+class TestComplexTypeSchemaEvolution extends HoodieSparkClientTestBase with ScalaAssertionSupport {
Review Comment:
Do we need a similar test with MOR and parquet log block?
##########
.github/workflows/bot.yml:
##########
@@ -686,6 +686,17 @@ jobs:
distribution: 'temurin'
architecture: x64
cache: maven
+ - name: Check disk space
+ run: df -h
+ - name: 'Free space'
+ run: |
+ sudo rm -rf /usr/share/dotnet
+ sudo rm -rf /usr/local/lib/android
+ sudo rm -rf /opt/ghc
+ sudo rm -rf /usr/local/share/boost
+ docker system prune --all --force --volumes
+ - name: Check disk space after cleanup
+ run: df -h
Review Comment:
Can we add this change as part of separate cherry-pick PR?
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Re: [PR] [MINOR] Support schema evolution with nested data type [hudi]
Posted by "hudi-bot (via GitHub)" <gi...@apache.org>.
hudi-bot commented on PR #17531:
URL: https://github.com/apache/hudi/pull/17531#issuecomment-3720681298
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Re: [PR] [MINOR] Support schema evolution with nested data type [hudi]
Posted by "linliu-code (via GitHub)" <gi...@apache.org>.
linliu-code commented on code in PR #17531:
URL: https://github.com/apache/hudi/pull/17531#discussion_r2669746940
##########
hudi-spark-datasource/hudi-spark/src/test/scala/org/apache/hudi/functional/TestComplexTypeSchemaEvolution.scala:
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@@ -0,0 +1,429 @@
+/*
+ * 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.functional
+
+import org.apache.hudi.common.table.HoodieTableConfig
+import org.apache.hudi.config.HoodieWriteConfig
+import org.apache.hudi.testutils.HoodieSparkClientTestBase
+import org.apache.hudi.{DataSourceWriteOptions, HoodieSparkRecordMerger, ScalaAssertionSupport}
+
+import org.apache.spark.sql.{Row, SaveMode, SparkSession}
+import org.apache.spark.sql.types.{ArrayType, IntegerType, MapType, StringType, StructType}
+import org.junit.jupiter.api.{AfterEach, BeforeEach, Test}
+import org.junit.jupiter.api.Assertions._
+
+/**
+ * Test to verify schema evolution for complex data types (Array[Struct], Nested Structs, Array[Map[Struct]])
+ * with record mergers. These tests verify that schema evolution of complex nested fields
+ * works correctly and doesn't cause data corruption when using record mergers.
+ */
+class TestComplexTypeSchemaEvolution extends HoodieSparkClientTestBase with ScalaAssertionSupport {
Review Comment:
added the paramerization.
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