wip: try spark-3.3 + iceberg 1.4.3 #3579

Workflow file for this run

.github/workflows/velox_docker.yml at 5b11de1

	# 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.

	name: Velox backend Github Runner

	on:
	pull_request:
	paths:
	- '.github/workflows/velox_docker.yml'
	- 'pom.xml'
	- 'backends-velox/**'
	- 'gluten-uniffle/**'
	- 'gluten-celeborn/common/**'
	- 'gluten-celeborn/package/**'
	- 'gluten-celeborn/velox/**'
	- 'gluten-ras/**'
	- 'gluten-core/**'
	- 'gluten-data/**'
	- 'gluten-delta/**'
	- 'gluten-iceberg/**'
	- 'gluten-ut/**'
	- 'shims/**'
	- 'tools/gluten-it/**'
	- 'ep/build-velox/**'
	- 'cpp/*'
	- 'cpp/CMake/**'
	- 'cpp/velox/**'
	- 'cpp/core/**'
	- 'dev/**'

	env:
	ACTIONS_ALLOW_USE_UNSECURE_NODE_VERSION: true
	MVN_CMD: 'mvn -ntp'

	concurrency:
	group: ${{ github.repository }}-${{ github.head_ref \|\| github.sha }}-${{ github.workflow }}
	cancel-in-progress: true

	jobs:
	build-native-lib-centos-7:
	runs-on: ubuntu-20.04
	container: apache/gluten:gluten-vcpkg-builder_2024_07_11 # centos7 with dependencies installed
	steps:
	- uses: actions/checkout@v2
	- name: Generate cache key
	run: \|
	echo ${{ hashFiles('./ep/build-velox/src/', './dev/', './cpp/', './github/workflows/') }} > cache-key
	- name: Cache
	id: cache
	uses: actions/cache/restore@v3
	with:
	path: \|
	./cpp/build/releases/
	/root/.m2/repository/org/apache/arrow/
	key: cache-velox-build-centos-7-${{ hashFiles('./cache-key') }}
	- name: Build Gluten native libraries
	if: ${{ steps.cache.outputs.cache-hit != 'true' }}
	run: \|
	df -a
	bash dev/ci-velox-buildstatic-centos-7.sh
	- name: Upload Artifact Native
	uses: actions/upload-artifact@v2
	with:
	path: ./cpp/build/releases/
	name: velox-native-lib-centos-7-${{github.sha}}
	- name: Upload Artifact Arrow Jar
	uses: actions/upload-artifact@v2
	with:
	path: /root/.m2/repository/org/apache/arrow/
	name: velox-arrow-jar-centos-7-${{github.sha}}

	run-tpc-test-ubuntu:
	needs: build-native-lib-centos-7
	strategy:
	fail-fast: false
	matrix:
	os: [ "ubuntu:20.04", "ubuntu:22.04" ]
	spark: [ "spark-3.2", "spark-3.3", "spark-3.4", "spark-3.5" ]
	java: [ "java-8", "java-11", "java-17" ]
	# Spark supports JDK17 since 3.3 and later, see https://issues.apache.org/jira/browse/SPARK-33772
	exclude:
	- spark: spark-3.2
	java: java-17
	- spark: spark-3.4
	java: java-17
	- spark: spark-3.5
	java: java-17
	- spark: spark-3.2
	java: java-11
	- spark: spark-3.3
	java: java-11
	- spark: spark-3.4
	java: java-11
	- os: ubuntu:22.04
	java: java-17
	- os: ubuntu:22.04
	java: java-11
	runs-on: ubuntu-20.04
	container: ${{ matrix.os }}
	steps:
	- uses: actions/checkout@v2
	- name: Download All Native Artifacts
	uses: actions/download-artifact@v2
	with:
	name: velox-native-lib-centos-7-${{github.sha}}
	path: ./cpp/build/releases/
	- name: Download All Arrow Jar Artifacts
	uses: actions/download-artifact@v2
	with:
	name: velox-arrow-jar-centos-7-${{github.sha}}
	path: /root/.m2/repository/org/apache/arrow/
	- name: Setup tzdata
	run: \|
	if [ "${{ matrix.os }}" = "ubuntu:22.04" ]; then
	apt-get update
	TZ="Etc/GMT" DEBIAN_FRONTEND=noninteractive apt-get install -y tzdata
	fi
	- name: Setup java and maven
	run: \|
	if [ "${{ matrix.java }}" = "java-17" ]; then
	apt-get update && apt-get install -y openjdk-17-jdk maven
	apt remove openjdk-11* -y
	elif [ "${{ matrix.java }}" = "java-11" ]; then
	apt-get update && apt-get install -y openjdk-11-jdk maven
	else
	apt-get update && apt-get install -y openjdk-8-jdk maven
	apt remove openjdk-11* -y
	fi
	ls -l /root/.m2/repository/org/apache/arrow/arrow-dataset/15.0.0-gluten/
	- name: Build and run TPCH/DS
	run: \|
	cd $GITHUB_WORKSPACE/
	export JAVA_HOME=/usr/lib/jvm/${{ matrix.java }}-openjdk-amd64
	echo "JAVA_HOME: $JAVA_HOME"
	$MVN_CMD clean install -P${{ matrix.spark }} -P${{ matrix.java }} -Pbackends-velox -DskipTests
	cd $GITHUB_WORKSPACE/tools/gluten-it
	$MVN_CMD clean install -P${{ matrix.spark }} -P${{ matrix.java }} \
	&& GLUTEN_IT_JVM_ARGS=-Xmx5G sbin/gluten-it.sh queries-compare \
	--local --preset=velox --benchmark-type=h --error-on-memleak --off-heap-size=10g -s=1.0 --threads=16 --iterations=1 \
	&& GLUTEN_IT_JVM_ARGS=-Xmx5G sbin/gluten-it.sh queries-compare \
	--local --preset=velox --benchmark-type=ds --error-on-memleak --off-heap-size=10g -s=1.0 --threads=16 --iterations=1

	run-tpc-test-centos:
	needs: build-native-lib-centos-7
	strategy:
	fail-fast: false
	matrix:
	os: [ "centos:7", "centos:8" ]
	spark: [ "spark-3.2", "spark-3.3", "spark-3.4", "spark-3.5" ]
	java: [ "java-8", "java-11", "java-17" ]
	# Spark supports JDK17 since 3.3 and later, see https://issues.apache.org/jira/browse/SPARK-33772
	exclude:
	- spark: spark-3.2
	java: java-17
	- spark: spark-3.4
	java: java-17
	- spark: spark-3.5
	java: java-17
	- spark: spark-3.2
	java: java-11
	- spark: spark-3.3
	java: java-11
	- spark: spark-3.4
	java: java-11
	- os: centos:7
	java: java-17
	- os: centos:7
	java: java-11
	runs-on: ubuntu-20.04
	container: ${{ matrix.os }}
	steps:
	- uses: actions/checkout@v2
	- name: Download All Native Artifacts
	uses: actions/download-artifact@v2
	with:
	name: velox-native-lib-centos-7-${{github.sha}}
	path: ./cpp/build/releases/
	- name: Download All Arrow Jar Artifacts
	uses: actions/download-artifact@v2
	with:
	name: velox-arrow-jar-centos-7-${{github.sha}}
	path: /root/.m2/repository/org/apache/arrow/
	- name: Update mirror list
	run: \|
	if [ "${{ matrix.os }}" = "centos:7" ] \|\| [ "${{ matrix.os }}" = "centos:8" ]; then
	sed -i -e "s\|mirrorlist=\|#mirrorlist=\|g" /etc/yum.repos.d/CentOS-* \|\| true
	sed -i -e "s\|#baseurl=http://mirror.centos.org\|baseurl=http://vault.centos.org\|g" /etc/yum.repos.d/CentOS-* \|\| true
	fi
	- name: Setup java and maven
	run: \|
	if [ "${{ matrix.java }}" = "java-17" ]; then
	yum update -y && yum install -y java-17-openjdk-devel wget
	elif [ "${{ matrix.java }}" = "java-11" ]; then
	yum update -y && yum install -y java-11-openjdk-devel wget
	else
	yum update -y && yum install -y java-1.8.0-openjdk-devel wget
	fi
	wget https://downloads.apache.org/maven/maven-3/3.8.8/binaries/apache-maven-3.8.8-bin.tar.gz
	tar -xvf apache-maven-3.8.8-bin.tar.gz
	mv apache-maven-3.8.8 /usr/lib/maven
	- name: Set environment variables
	run: \|
	echo "PATH=${PATH}:/usr/lib/maven/bin" >> $GITHUB_ENV
	if [ "${{ matrix.java }}" = "java-17" ]; then
	echo "JAVA_HOME=/usr/lib/jvm/java-17-openjdk" >> $GITHUB_ENV
	elif [ "${{ matrix.java }}" = "java-11" ]; then
	echo "JAVA_HOME=/usr/lib/jvm/java-11-openjdk" >> $GITHUB_ENV
	else
	echo "JAVA_HOME=/usr/lib/jvm/java-1.8.0-openjdk" >> $GITHUB_ENV
	fi
	- name: Build gluten-it
	run: \|
	echo "JAVA_HOME: $JAVA_HOME"
	cd $GITHUB_WORKSPACE/
	$MVN_CMD clean install -P${{ matrix.spark }} -P${{ matrix.java }} -Pbackends-velox -DskipTests
	cd $GITHUB_WORKSPACE/tools/gluten-it
	$MVN_CMD clean install -P${{ matrix.spark }} -P${{ matrix.java }}
	- name: Run TPC-H / TPC-DS
	run: \|
	echo "JAVA_HOME: $JAVA_HOME"
	cd $GITHUB_WORKSPACE/tools/gluten-it
	GLUTEN_IT_JVM_ARGS=-Xmx5G sbin/gluten-it.sh queries-compare \
	--local --preset=velox --benchmark-type=h --error-on-memleak --off-heap-size=10g -s=1.0 --threads=16 --iterations=1 \
	&& GLUTEN_IT_JVM_ARGS=-Xmx5G sbin/gluten-it.sh queries-compare \
	--local --preset=velox --benchmark-type=ds --error-on-memleak --off-heap-size=10g -s=1.0 --threads=16 --iterations=1
	- name: Run TPC-H / TPC-DS with RAS
	run: \|
	echo "JAVA_HOME: $JAVA_HOME"
	cd $GITHUB_WORKSPACE/tools/gluten-it
	GLUTEN_IT_JVM_ARGS=-Xmx5G sbin/gluten-it.sh queries-compare \
	--local --preset=velox --benchmark-type=h --error-on-memleak --off-heap-size=10g -s=1.0 --threads=16 --iterations=1 \
	--extra-conf=spark.gluten.ras.enabled=true \
	&& GLUTEN_IT_JVM_ARGS=-Xmx5G sbin/gluten-it.sh queries-compare \
	--local --preset=velox --benchmark-type=ds --error-on-memleak --off-heap-size=10g -s=1.0 --threads=16 --iterations=1 \
	--extra-conf=spark.gluten.ras.enabled=true

	run-tpc-test-ubuntu-oom:
	needs: build-native-lib-centos-7
	strategy:
	fail-fast: false
	matrix:
	spark: [ "spark-3.2" ]
	runs-on: ubuntu-20.04
	steps:
	- name: Maximize build disk space
	shell: bash
	run: \|
	df -h
	set -euo pipefail
	echo "Removing unwanted software... "
	sudo rm -rf /usr/share/dotnet
	sudo rm -rf /usr/local/lib/android
	sudo rm -rf /opt/ghc
	sudo rm -rf /opt/hostedtoolcache/CodeQL
	sudo docker image prune --all --force > /dev/null
	df -h
	- uses: actions/checkout@v2
	- name: Download All Native Artifacts
	uses: actions/download-artifact@v2
	with:
	name: velox-native-lib-centos-7-${{github.sha}}
	path: ./cpp/build/releases/
	- name: Download All Arrow Jar Artifacts
	uses: actions/download-artifact@v2
	with:
	name: velox-arrow-jar-centos-7-${{github.sha}}
	path: /home/runner/.m2/repository/org/apache/arrow/
	- name: Setup java and maven
	run: \|
	sudo apt-get update
	sudo apt-get install -y openjdk-8-jdk maven
	- name: Set environment variables
	run: \|
	echo "JAVA_HOME=/usr/lib/jvm/java-8-openjdk-amd64" >> $GITHUB_ENV
	- name: Build for Spark ${{ matrix.spark }}
	run: \|
	cd $GITHUB_WORKSPACE/
	$MVN_CMD clean install -P${{ matrix.spark }} -Pbackends-velox -DskipTests
	cd $GITHUB_WORKSPACE/tools/gluten-it
	$MVN_CMD clean install -P${{ matrix.spark }}
	GLUTEN_IT_JVM_ARGS=-Xmx6G sbin/gluten-it.sh data-gen-only --local --benchmark-type=ds -s=30.0 --threads=12
	- name: TPC-DS SF30.0 Parquet local spark3.2 Q67/Q95 low memory, memory isolation off
	run: \|
	cd tools/gluten-it \
	&& GLUTEN_IT_JVM_ARGS=-Xmx3G sbin/gluten-it.sh parameterized \
	--local --preset=velox --benchmark-type=ds --error-on-memleak --queries=q67,q95 -s=30.0 --threads=12 --shuffle-partitions=72 --iterations=1 \
	--data-gen-strategy=skip -m=OffHeapExecutionMemory \
	-d=ISOLATION:OFF,spark.gluten.memory.isolation=false \
	-d=OFFHEAP_SIZE:6g,spark.memory.offHeap.size=6g \
	-d=OFFHEAP_SIZE:4g,spark.memory.offHeap.size=4g \
	-d=OVER_ACQUIRE:0.3,spark.gluten.memory.overAcquiredMemoryRatio=0.3 \
	-d=OVER_ACQUIRE:0.5,spark.gluten.memory.overAcquiredMemoryRatio=0.5 \
	--excluded-dims=OFFHEAP_SIZE:4g
	- name: TPC-DS SF30.0 Parquet local spark3.2 Q67 low memory, memory isolation on
	run: \|
	cd tools/gluten-it \
	&& GLUTEN_IT_JVM_ARGS=-Xmx3G sbin/gluten-it.sh parameterized \
	--local --preset=velox --benchmark-type=ds --error-on-memleak --queries=q67 -s=30.0 --threads=12 --shuffle-partitions=72 --iterations=1 \
	--data-gen-strategy=skip -m=OffHeapExecutionMemory \
	-d=ISOLATION:ON,spark.gluten.memory.isolation=true,spark.memory.storageFraction=0.1 \
	-d=OFFHEAP_SIZE:6g,spark.memory.offHeap.size=6g \
	-d=OFFHEAP_SIZE:4g,spark.memory.offHeap.size=4g \
	-d=OVER_ACQUIRE:0.3,spark.gluten.memory.overAcquiredMemoryRatio=0.3 \
	-d=OVER_ACQUIRE:0.5,spark.gluten.memory.overAcquiredMemoryRatio=0.5
	- name: (To be fixed) TPC-DS SF30.0 Parquet local spark3.2 Q95 low memory, memory isolation on
	run: \|
	cd tools/gluten-it \
	&& GLUTEN_IT_JVM_ARGS=-Xmx3G sbin/gluten-it.sh parameterized \
	--local --preset=velox --benchmark-type=ds --error-on-memleak --queries=q95 -s=30.0 --threads=12 --shuffle-partitions=72 --iterations=1 \
	--data-gen-strategy=skip -m=OffHeapExecutionMemory \
	-d=ISOLATION:ON,spark.gluten.memory.isolation=true,spark.memory.storageFraction=0.1 \
	-d=OFFHEAP_SIZE:6g,spark.memory.offHeap.size=6g \
	-d=OFFHEAP_SIZE:4g,spark.memory.offHeap.size=4g \
	-d=OVER_ACQUIRE:0.3,spark.gluten.memory.overAcquiredMemoryRatio=0.3 \
	-d=OVER_ACQUIRE:0.5,spark.gluten.memory.overAcquiredMemoryRatio=0.5 \|\| true
	- name: TPC-DS SF30.0 Parquet local spark3.2 Q23A/Q23B low memory
	run: \|
	cd tools/gluten-it \
	&& GLUTEN_IT_JVM_ARGS=-Xmx3G sbin/gluten-it.sh parameterized \
	--local --preset=velox --benchmark-type=ds --error-on-memleak --queries=q23a,q23b -s=30.0 --threads=12 --shuffle-partitions=72 --iterations=1 \
	--data-gen-strategy=skip -m=OffHeapExecutionMemory \
	-d=ISOLATION:OFF,spark.gluten.memory.isolation=false \
	-d=OFFHEAP_SIZE:2g,spark.memory.offHeap.size=2g \
	-d=FLUSH_MODE:DISABLED,spark.gluten.sql.columnar.backend.velox.flushablePartialAggregation=false,spark.gluten.sql.columnar.backend.velox.maxPartialAggregationMemoryRatio=1.0,spark.gluten.sql.columnar.backend.velox.maxExtendedPartialAggregationMemoryRatio=1.0,spark.gluten.sql.columnar.backend.velox.abandonPartialAggregationMinPct=100,spark.gluten.sql.columnar.backend.velox.abandonPartialAggregationMinRows=0 \
	-d=FLUSH_MODE:ABANDONED,spark.gluten.sql.columnar.backend.velox.maxPartialAggregationMemoryRatio=1.0,spark.gluten.sql.columnar.backend.velox.maxExtendedPartialAggregationMemoryRatio=1.0,spark.gluten.sql.columnar.backend.velox.abandonPartialAggregationMinPct=0,spark.gluten.sql.columnar.backend.velox.abandonPartialAggregationMinRows=0 \
	-d=FLUSH_MODE:FLUSHED,spark.gluten.sql.columnar.backend.velox.maxPartialAggregationMemoryRatio=0.05,spark.gluten.sql.columnar.backend.velox.maxExtendedPartialAggregationMemoryRatio=0.1,spark.gluten.sql.columnar.backend.velox.abandonPartialAggregationMinPct=100,spark.gluten.sql.columnar.backend.velox.abandonPartialAggregationMinRows=0
	- name: (To be fixed) TPC-DS SF30.0 Parquet local spark3.2 Q23A/Q23B low memory, memory isolation on # Disabled as error https://gist.github.com/zhztheplayer/abd5e83ccdc48730678ae7ebae479fcc
	run: \|
	cd tools/gluten-it \
	&& GLUTEN_IT_JVM_ARGS=-Xmx3G sbin/gluten-it.sh parameterized \
	--local --preset=velox --benchmark-type=ds --error-on-memleak --queries=q23a,q23b -s=30.0 --threads=12 --shuffle-partitions=72 --iterations=1 \
	--data-gen-strategy=skip -m=OffHeapExecutionMemory \
	-d=ISOLATION:ON,spark.gluten.memory.isolation=true,spark.memory.storageFraction=0.1 \
	-d=OFFHEAP_SIZE:2g,spark.memory.offHeap.size=2g \
	-d=FLUSH_MODE:DISABLED,spark.gluten.sql.columnar.backend.velox.flushablePartialAggregation=false,spark.gluten.sql.columnar.backend.velox.maxPartialAggregationMemoryRatio=1.0,spark.gluten.sql.columnar.backend.velox.maxExtendedPartialAggregationMemoryRatio=1.0,spark.gluten.sql.columnar.backend.velox.abandonPartialAggregationMinPct=100,spark.gluten.sql.columnar.backend.velox.abandonPartialAggregationMinRows=0 \
	-d=FLUSH_MODE:ABANDONED,spark.gluten.sql.columnar.backend.velox.maxPartialAggregationMemoryRatio=1.0,spark.gluten.sql.columnar.backend.velox.maxExtendedPartialAggregationMemoryRatio=1.0,spark.gluten.sql.columnar.backend.velox.abandonPartialAggregationMinPct=0,spark.gluten.sql.columnar.backend.velox.abandonPartialAggregationMinRows=0 \
	-d=FLUSH_MODE:FLUSHED,spark.gluten.sql.columnar.backend.velox.maxPartialAggregationMemoryRatio=0.05,spark.gluten.sql.columnar.backend.velox.maxExtendedPartialAggregationMemoryRatio=0.1,spark.gluten.sql.columnar.backend.velox.abandonPartialAggregationMinPct=100,spark.gluten.sql.columnar.backend.velox.abandonPartialAggregationMinRows=0 \|\| true
	- name: TPC-DS SF30.0 Parquet local spark3.2 Q97 low memory
	run: \|
	cd tools/gluten-it \
	&& GLUTEN_IT_JVM_ARGS=-Xmx3G sbin/gluten-it.sh parameterized \
	--local --preset=velox --benchmark-type=ds --error-on-memleak --queries=q97 -s=30.0 --threads=12 --shuffle-partitions=72 --iterations=1 \
	--data-gen-strategy=skip -m=OffHeapExecutionMemory \
	-d=ISOLATION:OFF,spark.gluten.memory.isolation=false \
	-d=ISOLATION:ON,spark.gluten.memory.isolation=true,spark.memory.storageFraction=0.1 \
	-d=OFFHEAP_SIZE:2g,spark.memory.offHeap.size=2g \
	-d=OFFHEAP_SIZE:1g,spark.memory.offHeap.size=1g \|\| true

	run-tpc-test-ubuntu-randomkill:
	needs: build-native-lib-centos-7
	strategy:
	fail-fast: false
	matrix:
	spark: [ "spark-3.2" ]
	runs-on: ubuntu-20.04
	steps:
	- name: Maximize build disk space
	shell: bash
	run: \|
	df -h
	set -euo pipefail
	echo "Removing unwanted software... "
	sudo rm -rf /usr/share/dotnet
	sudo rm -rf /usr/local/lib/android
	sudo rm -rf /opt/ghc
	sudo rm -rf /opt/hostedtoolcache/CodeQL
	sudo docker image prune --all --force > /dev/null
	df -h
	- uses: actions/checkout@v2
	- name: Download All Native Artifacts
	uses: actions/download-artifact@v2
	with:
	name: velox-native-lib-centos-7-${{github.sha}}
	path: ./cpp/build/releases/
	- name: Download All Arrow Jar Artifacts
	uses: actions/download-artifact@v2
	with:
	name: velox-arrow-jar-centos-7-${{github.sha}}
	path: /home/runner/.m2/repository/org/apache/arrow/
	- name: Setup java and maven
	run: \|
	sudo apt-get update
	sudo apt-get install -y openjdk-8-jdk maven
	- name: Set environment variables
	run: \|
	echo "JAVA_HOME=/usr/lib/jvm/java-8-openjdk-amd64" >> $GITHUB_ENV
	- name: Build for Spark ${{ matrix.spark }}
	run: \|
	cd $GITHUB_WORKSPACE/
	$MVN_CMD clean install -P${{ matrix.spark }} -Pbackends-velox -DskipTests
	cd $GITHUB_WORKSPACE/tools/gluten-it
	$MVN_CMD clean install -P${{ matrix.spark }}
	GLUTEN_IT_JVM_ARGS=-Xmx6G sbin/gluten-it.sh data-gen-only --local --benchmark-type=ds -s=30.0 --threads=12
	- name: TPC-DS SF30.0 Parquet local spark3.2 random kill tasks
	run: \|
	cd tools/gluten-it \
	&& GLUTEN_IT_JVM_ARGS=-Xmx6G sbin/gluten-it.sh queries \
	--local --preset=velox --benchmark-type=ds --error-on-memleak -s=30.0 --off-heap-size=8g --threads=12 --shuffle-partitions=72 --iterations=1 \
	--data-gen-strategy=skip --random-kill-tasks --no-session-reuse

	# run-tpc-test-ubuntu-sf30:
	# needs: build-native-lib-centos-7
	# strategy:
	# fail-fast: false
	# matrix:
	# spark: [ "spark-3.4" ]
	# shard: [ "1/4", "2/4", "3/4", "4/4" ]
	# runs-on: ubuntu-20.04
	# steps:
	# - name: Maximize build disk space
	# shell: bash
	# run: \|
	# df -h
	# set -euo pipefail
	# echo "Removing unwanted software... "
	# sudo rm -rf /usr/share/dotnet
	# sudo rm -rf /usr/local/lib/android
	# sudo rm -rf /opt/ghc
	# sudo rm -rf /opt/hostedtoolcache/CodeQL
	# sudo docker image prune --all --force > /dev/null
	# df -h
	# - uses: actions/checkout@v2
	# - name: Download All Artifacts
	# uses: actions/download-artifact@v2
	# with:
	# name: velox-native-lib-centos-7-${{github.sha}}
	# path: ./cpp/build/releases
	# - name: Setup java and maven
	# run: \|
	# sudo apt-get update
	# sudo apt-get install -y openjdk-8-jdk maven
	# - name: Set environment variables
	# run: \|
	# echo "JAVA_HOME=/usr/lib/jvm/java-8-openjdk-amd64" >> $GITHUB_ENV
	# - name: Build for Spark ${{ matrix.spark }}
	# run: \|
	# cd $GITHUB_WORKSPACE/
	# $MVN_CMD clean install -P${{ matrix.spark }} -Pbackends-velox -DskipTests
	# cd $GITHUB_WORKSPACE/tools/gluten-it
	# $MVN_CMD clean install -P${{ matrix.spark }}
	# GLUTEN_IT_JVM_ARGS=-Xmx6G sbin/gluten-it.sh data-gen-only --local --benchmark-type=h -s=30.0 --threads=12
	# GLUTEN_IT_JVM_ARGS=-Xmx6G sbin/gluten-it.sh data-gen-only --local --benchmark-type=ds -s=30.0 --threads=12
	# - name: TPC-H / TPC-DS SF30.0 Parquet local ${{ matrix.spark }}
	# run: \|
	# cd tools/gluten-it \
	# && GLUTEN_IT_JVM_ARGS=-Xmx6G sbin/gluten-it.sh queries-compare \
	# --local --preset=velox --benchmark-type=h --error-on-memleak -s=30.0 --off-heap-size=8g --threads=12 --shuffle-partitions=72 --iterations=1 \
	# --data-gen-strategy=skip --shard=${{ matrix.shard }} \
	# && GLUTEN_IT_JVM_ARGS=-Xmx6G sbin/gluten-it.sh queries-compare \
	# --local --preset=velox --benchmark-type=ds --error-on-memleak -s=30.0 --off-heap-size=8g --threads=12 --shuffle-partitions=72 --iterations=1 \
	# --data-gen-strategy=skip --shard=${{ matrix.shard }}

	run-tpc-test-centos8-uniffle:
	needs: build-native-lib-centos-7
	strategy:
	fail-fast: false
	matrix:
	spark: [ "spark-3.2" ]
	runs-on: ubuntu-20.04
	container: centos:8
	steps:
	- uses: actions/checkout@v2
	- name: Download All Native Artifacts
	uses: actions/download-artifact@v2
	with:
	name: velox-native-lib-centos-7-${{github.sha}}
	path: ./cpp/build/releases/
	- name: Download All Arrow Jar Artifacts
	uses: actions/download-artifact@v2
	with:
	name: velox-arrow-jar-centos-7-${{github.sha}}
	path: /root/.m2/repository/org/apache/arrow/
	- name: Update mirror list
	run: \|
	sed -i -e "s\|mirrorlist=\|#mirrorlist=\|g" /etc/yum.repos.d/CentOS-* \|\| true
	sed -i -e "s\|#baseurl=http://mirror.centos.org\|baseurl=http://vault.centos.org\|g" /etc/yum.repos.d/CentOS-* \|\| true
	- name: Setup java and maven
	run: \|
	yum update -y && yum install -y java-1.8.0-openjdk-devel wget git
	wget https://downloads.apache.org/maven/maven-3/3.8.8/binaries/apache-maven-3.8.8-bin.tar.gz
	tar -xvf apache-maven-3.8.8-bin.tar.gz
	mv apache-maven-3.8.8 /usr/lib/maven
	- name: Build for Spark ${{ matrix.spark }}
	run: \|
	cd $GITHUB_WORKSPACE/ && \
	export MAVEN_HOME=/usr/lib/maven && \
	export PATH=${PATH}:${MAVEN_HOME}/bin && \
	$MVN_CMD clean install -P${{ matrix.spark }} -Pbackends-velox -Puniffle -DskipTests
	- name: TPC-H SF1.0 && TPC-DS SF1.0 Parquet local spark3.2 with uniffle 0.8.0
	run: \|
	export MAVEN_HOME=/usr/lib/maven && \
	export PATH=${PATH}:${MAVEN_HOME}/bin && \
	export JAVA_HOME=/usr/lib/jvm/java-1.8.0-openjdk && \
	cd /opt && \
	git clone -b branch-0.8 https://github.com/apache/incubator-uniffle.git && \
	cd incubator-uniffle && \
	sed -i '250d' ./server/src/main/java/org/apache/uniffle/server/ShuffleTaskManager.java && \
	sed -i '228d' ./server/src/main/java/org/apache/uniffle/server/ShuffleTaskManager.java && \
	sed -i '226d' ./server/src/main/java/org/apache/uniffle/server/ShuffleTaskManager.java && \
	$MVN_CMD clean install -Phadoop2.8 -DskipTests
	cd /opt && \
	wget -nv https://archive.apache.org/dist/incubator/uniffle/0.8.0/apache-uniffle-0.8.0-incubating-bin.tar.gz && \
	tar xzf apache-uniffle-0.8.0-incubating-bin.tar.gz -C /opt/ && mv /opt/rss-0.8.0-hadoop2.8 /opt/uniffle && \
	wget -nv https://archive.apache.org/dist/hadoop/common/hadoop-2.8.5/hadoop-2.8.5.tar.gz && \
	tar xzf hadoop-2.8.5.tar.gz -C /opt/
	rm -f /opt/uniffle/jars/server/shuffle-server-0.8.0-SNAPSHOT.jar
	cp /opt/incubator-uniffle/server/target/shuffle-server-0.8.1-SNAPSHOT.jar /opt/uniffle/jars/server/
	rm -rf /opt/incubator-uniffle
	cd /opt/uniffle && mkdir shuffle_data && \
	bash -c "echo -e 'XMX_SIZE=16g\nHADOOP_HOME=/opt/hadoop-2.8.5' > ./bin/rss-env.sh" && \
	bash -c "echo -e 'rss.coordinator.shuffle.nodes.max 1\nrss.rpc.server.port 19999' > ./conf/coordinator.conf" && \
	bash -c "echo -e 'rss.server.app.expired.withoutHeartbeat 7200000\nrss.server.heartbeat.delay 3000\nrss.rpc.server.port 19997\nrss.jetty.http.port 19996\nrss.server.netty.port 19995\nrss.storage.basePath /opt/uniffle/shuffle_data\nrss.storage.type MEMORY_LOCALFILE\nrss.coordinator.quorum localhost:19999\nrss.server.flush.thread.alive 10\nrss.server.single.buffer.flush.threshold 64m' > ./conf/server.conf" && \
	bash ./bin/start-coordinator.sh && bash ./bin/start-shuffle-server.sh
	cd $GITHUB_WORKSPACE/tools/gluten-it && $MVN_CMD clean install -Pspark-3.2 -Puniffle && \
	GLUTEN_IT_JVM_ARGS=-Xmx5G sbin/gluten-it.sh queries-compare \
	--local --preset=velox-with-uniffle --benchmark-type=h --error-on-memleak --off-heap-size=10g -s=1.0 --threads=16 --iterations=1

	run-tpc-test-ubuntu-2204-celeborn:
	needs: build-native-lib-centos-7
	strategy:
	fail-fast: false
	matrix:
	spark: [ "spark-3.2" ]
	celeborn: [ "celeborn-0.5.1", "celeborn-0.4.2", "celeborn-0.3.2-incubating" ]
	runs-on: ubuntu-20.04
	container: ubuntu:22.04
	steps:
	- uses: actions/checkout@v2
	- name: Download All Native Artifacts
	uses: actions/download-artifact@v2
	with:
	name: velox-native-lib-centos-7-${{github.sha}}
	path: ./cpp/build/releases/
	- name: Download All Arrow Jar Artifacts
	uses: actions/download-artifact@v2
	with:
	name: velox-arrow-jar-centos-7-${{github.sha}}
	path: /root/.m2/repository/org/apache/arrow/
	- name: Setup tzdata
	run: \|
	apt-get update
	TZ="Etc/GMT" DEBIAN_FRONTEND=noninteractive apt-get install -y tzdata
	- name: Setup java and maven
	run: \|
	apt-get update && apt-get install -y openjdk-8-jdk maven wget
	apt remove openjdk-11* -y
	echo "JAVA_HOME=/usr/lib/jvm/java-8-openjdk-amd64" >> $GITHUB_ENV
	- name: Build for Spark ${{ matrix.spark }}
	run: \|
	cd $GITHUB_WORKSPACE/
	$MVN_CMD clean install -P${{ matrix.spark }} -Pbackends-velox -Pceleborn -DskipTests
	- name: TPC-H SF1.0 && TPC-DS SF1.0 Parquet local spark3.2 with ${{ matrix.celeborn }}
	run: \|
	EXTRA_PROFILE=""
	if [ "${{ matrix.celeborn }}" = "celeborn-0.4.2" ]; then
	EXTRA_PROFILE="-Pceleborn-0.4"
	elif [ "${{ matrix.celeborn }}" = "celeborn-0.5.1" ]; then
	EXTRA_PROFILE="-Pceleborn-0.5"
	fi
	echo "EXTRA_PROFILE: ${EXTRA_PROFILE}"
	cd /opt && mkdir -p celeborn && \
	wget https://archive.apache.org/dist/celeborn/${{ matrix.celeborn }}/apache-${{ matrix.celeborn }}-bin.tgz && \
	tar xzf apache-${{ matrix.celeborn }}-bin.tgz -C /opt/celeborn --strip-components=1 && cd celeborn && \
	mv ./conf/celeborn-env.sh.template ./conf/celeborn-env.sh && \
	bash -c "echo -e 'CELEBORN_MASTER_MEMORY=4g\nCELEBORN_WORKER_MEMORY=4g\nCELEBORN_WORKER_OFFHEAP_MEMORY=8g' > ./conf/celeborn-env.sh" && \
	bash -c "echo -e 'celeborn.worker.commitFiles.threads 128\nceleborn.worker.sortPartition.threads 64' > ./conf/celeborn-defaults.conf" && \
	bash ./sbin/start-master.sh && bash ./sbin/start-worker.sh && \
	cd $GITHUB_WORKSPACE/tools/gluten-it && $MVN_CMD clean install -Pspark-3.2 -Pceleborn ${EXTRA_PROFILE} && \
	GLUTEN_IT_JVM_ARGS=-Xmx5G sbin/gluten-it.sh queries-compare \
	--local --preset=velox-with-celeborn --benchmark-type=h --error-on-memleak --off-heap-size=10g -s=1.0 --threads=8 --iterations=1 && \
	GLUTEN_IT_JVM_ARGS=-Xmx5G sbin/gluten-it.sh queries-compare \
	--local --preset=velox-with-celeborn --benchmark-type=ds --error-on-memleak --off-heap-size=10g -s=1.0 --threads=8 --iterations=1

	build-native-lib-centos-8:
	runs-on: ubuntu-20.04
	container: ghcr.io/facebookincubator/velox-dev:centos8
	steps:
	- uses: actions/checkout@v2
	- name: Generate cache key
	run: \|
	echo ${{ hashFiles('./ep/build-velox/src/', './dev/', './cpp/', './github/workflows/') }} > cache-key
	- name: Cache
	id: cache
	uses: actions/cache/restore@v3
	with:
	path: \|
	./cpp/build/releases/
	./cpp/build/velox/udf/examples/
	./cpp/build/velox/benchmarks/
	/root/.m2/repository/org/apache/arrow/
	key: cache-velox-build-centos-8-${{ hashFiles('./cache-key') }}
	- name: Build Gluten native libraries
	if: steps.cache.outputs.cache-hit != 'true'
	run: \|
	df -a
	bash dev/ci-velox-buildshared-centos-8.sh
	- uses: actions/upload-artifact@v2
	with:
	name: velox-native-lib-centos-8-${{github.sha}}
	path: ./cpp/build/releases/
	- uses: actions/upload-artifact@v2
	with:
	name: udf-example-lib-centos-8-${{github.sha}}
	path: ./cpp/build/velox/udf/examples/
	- uses: actions/upload-artifact@v2
	with:
	name: benchmark-centos-8-${{github.sha}}
	path: ./cpp/build/velox/benchmarks/
	- uses: actions/upload-artifact@v2
	with:
	name: arrow-jars-centos-8-${{github.sha}}
	path: /root/.m2/repository/org/apache/arrow/

	run-spark-test-spark32:
	needs: build-native-lib-centos-8
	runs-on: ubuntu-20.04
	container: ghcr.io/facebookincubator/velox-dev:centos8
	env:
	CCACHE_DIR: "${{ github.workspace }}/.ccache"
	steps:
	- uses: actions/checkout@v2
	- name: Download All Artifacts
	uses: actions/download-artifact@v2
	with:
	name: velox-native-lib-centos-8-${{github.sha}}
	path: ./cpp/build/releases
	- name: Download UDF Example Lib
	uses: actions/download-artifact@v2
	with:
	name: udf-example-lib-centos-8-${{github.sha}}
	path: ./cpp/build/velox/udf/examples/
	- name: Download Benchmark
	uses: actions/download-artifact@v2
	with:
	name: benchmark-centos-8-${{github.sha}}
	path: ./cpp/build/velox/benchmarks/
	- name: Download Arrow Jars
	uses: actions/download-artifact@v2
	with:
	name: arrow-jars-centos-8-${{github.sha}}
	path: /root/.m2/repository/org/apache/arrow/
	- name: Update mirror list
	run: \|
	sed -i -e "s\|mirrorlist=\|#mirrorlist=\|g" /etc/yum.repos.d/CentOS-* \|\| true
	sed -i -e "s\|#baseurl=http://mirror.centos.org\|baseurl=http://vault.centos.org\|g" /etc/yum.repos.d/CentOS-* \|\| true
	- name: Setup build dependency
	run: \|
	yum install sudo patch java-1.8.0-openjdk-devel wget -y
	wget https://downloads.apache.org/maven/maven-3/3.8.8/binaries/apache-maven-3.8.8-bin.tar.gz
	tar -xvf apache-maven-3.8.8-bin.tar.gz
	mv apache-maven-3.8.8 /usr/lib/maven
	echo "PATH=${PATH}:/usr/lib/maven/bin" >> $GITHUB_ENV
	- name: Get Ccache
	uses: actions/cache/restore@v3
	with:
	path: '${{ env.CCACHE_DIR }}'
	key: ccache-centos-release-default
	- name: Ensure Cache Dirs Exists
	working-directory: ${{ github.workspace }}
	run: \|
	mkdir -p '${{ env.CCACHE_DIR }}'
	- name: Prepare spark.test.home for Spark 3.2.2 (other tests)
	run: \|
	cd $GITHUB_WORKSPACE/ && \
	wget https://archive.apache.org/dist/spark/spark-3.2.2/spark-3.2.2-bin-hadoop3.2.tgz && \
	tar --strip-components=1 -xf spark-3.2.2-bin-hadoop3.2.tgz spark-3.2.2-bin-hadoop3.2/jars/ && \
	rm -rf spark-3.2.2-bin-hadoop3.2.tgz && \
	mkdir -p $GITHUB_WORKSPACE//shims/spark32/spark_home/assembly/target/scala-2.12 && \
	mv jars $GITHUB_WORKSPACE//shims/spark32/spark_home/assembly/target/scala-2.12 && \
	cd $GITHUB_WORKSPACE// && \
	wget https://github.com/apache/spark/archive/refs/tags/v3.2.2.tar.gz && \
	tar --strip-components=1 -xf v3.2.2.tar.gz spark-3.2.2/sql/core/src/test/resources/ && \
	mkdir -p shims/spark32/spark_home/ && \
	mv sql shims/spark32/spark_home/ && \
	dnf module -y install python39 && \
	alternatives --set python3 /usr/bin/python3.9 && \
	pip3 install setuptools && \
	pip3 install pyspark==3.2.2 cython && \
	pip3 install pandas pyarrow
	- name: Build and run unit test for Spark 3.2.2 (other tests)
	run: \|
	cd $GITHUB_WORKSPACE/
	export SPARK_SCALA_VERSION=2.12
	$MVN_CMD clean install -Pspark-3.2 -Pspark-ut -Pbackends-velox -Pceleborn -Piceberg -Pdelta -DargLine="-Dspark.test.home=$GITHUB_WORKSPACE//shims/spark32/spark_home/" -DtagsToExclude=org.apache.spark.tags.ExtendedSQLTest,org.apache.gluten.tags.UDFTest,org.apache.gluten.tags.SkipTestTags && \
	$MVN_CMD test -Pspark-3.2 -Pbackends-velox -Piceberg -Pdelta -DtagsToExclude=None -DtagsToInclude=org.apache.gluten.tags.UDFTest
	- name: Upload golden files
	if: failure()
	uses: actions/upload-artifact@v4
	with:
	name: golden-files-spark32
	path: /tmp/tpch-approved-plan/**
	- name: Gluten CPP Benchmark Test
	run: \|
	# This test depends on example.json generated by the above mvn test.
	cd $GITHUB_WORKSPACE/cpp/build/velox/benchmarks && \
	sudo chmod +x ./generic_benchmark && \
	./generic_benchmark --run-example --with-shuffle --threads 1 --iterations 1

	run-spark-test-spark32-slow:
	needs: build-native-lib-centos-8
	runs-on: ubuntu-20.04
	container: ghcr.io/facebookincubator/velox-dev:centos8
	env:
	CCACHE_DIR: "${{ github.workspace }}/.ccache"
	steps:
	- uses: actions/checkout@v2
	- name: Download All Artifacts
	uses: actions/download-artifact@v2
	with:
	name: velox-native-lib-centos-8-${{github.sha}}
	path: ./cpp/build/releases
	- name: Download Arrow Jars
	uses: actions/download-artifact@v2
	with:
	name: arrow-jars-centos-8-${{github.sha}}
	path: /root/.m2/repository/org/apache/arrow/
	- name: Update mirror list
	run: \|
	sed -i -e "s\|mirrorlist=\|#mirrorlist=\|g" /etc/yum.repos.d/CentOS-* \|\| true
	sed -i -e "s\|#baseurl=http://mirror.centos.org\|baseurl=http://vault.centos.org\|g" /etc/yum.repos.d/CentOS-* \|\| true
	- name: Setup build dependency
	run: \|
	yum install sudo patch java-1.8.0-openjdk-devel wget -y
	wget https://downloads.apache.org/maven/maven-3/3.8.8/binaries/apache-maven-3.8.8-bin.tar.gz
	tar -xvf apache-maven-3.8.8-bin.tar.gz
	mv apache-maven-3.8.8 /usr/lib/maven
	echo "PATH=${PATH}:/usr/lib/maven/bin" >> $GITHUB_ENV
	- name: Get Ccache
	uses: actions/cache/restore@v3
	with:
	path: '${{ env.CCACHE_DIR }}'
	key: ccache-centos-release-default
	- name: Ensure Cache Dirs Exists
	working-directory: ${{ github.workspace }}
	run: \|
	mkdir -p '${{ env.CCACHE_DIR }}'
	- name: Prepare spark.test.home for Spark 3.2.2 (slow tests)
	run: \|
	cd $GITHUB_WORKSPACE// && \
	wget https://github.com/apache/spark/archive/refs/tags/v3.2.2.tar.gz && \
	tar --strip-components=1 -xf v3.2.2.tar.gz spark-3.2.2/sql/core/src/test/resources/ && \
	mkdir -p shims/spark32/spark_home/ && \
	mv sql shims/spark32/spark_home/
	- name: Build and run unit test for Spark 3.2.2 (slow tests)
	run: \|
	cd $GITHUB_WORKSPACE/
	$MVN_CMD clean install -Pspark-3.2 -Pspark-ut -Pbackends-velox -Pceleborn -Piceberg -Pdelta -DargLine="-Dspark.test.home=$GITHUB_WORKSPACE//shims/spark32/spark_home/" -DtagsToInclude=org.apache.spark.tags.ExtendedSQLTest

	run-spark-test-spark33:
	needs: build-native-lib-centos-8
	runs-on: ubuntu-20.04
	container: ghcr.io/facebookincubator/velox-dev:centos8
	env:
	CCACHE_DIR: "${{ github.workspace }}/.ccache"
	steps:
	- uses: actions/checkout@v2
	- name: Download All Artifacts
	uses: actions/download-artifact@v2
	with:
	name: velox-native-lib-centos-8-${{github.sha}}
	path: ./cpp/build/releases
	- name: Download UDF Example Lib
	uses: actions/download-artifact@v2
	with:
	name: udf-example-lib-centos-8-${{github.sha}}
	path: ./cpp/build/velox/udf/examples/
	- name: Download Arrow Jars
	uses: actions/download-artifact@v2
	with:
	name: arrow-jars-centos-8-${{github.sha}}
	path: /root/.m2/repository/org/apache/arrow/
	- name: Update mirror list
	run: \|
	sed -i -e "s\|mirrorlist=\|#mirrorlist=\|g" /etc/yum.repos.d/CentOS-* \|\| true
	sed -i -e "s\|#baseurl=http://mirror.centos.org\|baseurl=http://vault.centos.org\|g" /etc/yum.repos.d/CentOS-* \|\| true
	- name: Setup build dependency
	run: \|
	yum install sudo patch java-1.8.0-openjdk-devel wget -y
	wget https://downloads.apache.org/maven/maven-3/3.8.8/binaries/apache-maven-3.8.8-bin.tar.gz
	tar -xvf apache-maven-3.8.8-bin.tar.gz
	mv apache-maven-3.8.8 /usr/lib/maven
	echo "PATH=${PATH}:/usr/lib/maven/bin" >> $GITHUB_ENV
	- name: Get Ccache
	uses: actions/cache/restore@v3
	with:
	path: '${{ env.CCACHE_DIR }}'
	key: ccache-centos-release-default
	- name: Ensure Cache Dirs Exists
	working-directory: ${{ github.workspace }}
	run: \|
	mkdir -p '${{ env.CCACHE_DIR }}'
	- name: Prepare spark.test.home for Spark 3.3.1 (other tests)
	run: \|
	cd $GITHUB_WORKSPACE/ && \
	wget https://archive.apache.org/dist/spark/spark-3.3.1/spark-3.3.1-bin-hadoop3.tgz && \
	tar --strip-components=1 -xf spark-3.3.1-bin-hadoop3.tgz spark-3.3.1-bin-hadoop3/jars/ && \
	rm -rf spark-3.3.1-bin-hadoop3.tgz && \
	mkdir -p $GITHUB_WORKSPACE//shims/spark33/spark_home/assembly/target/scala-2.12 && \
	mv jars $GITHUB_WORKSPACE//shims/spark33/spark_home/assembly/target/scala-2.12 && \
	cd $GITHUB_WORKSPACE// && \
	wget https://github.com/apache/spark/archive/refs/tags/v3.3.1.tar.gz && \
	tar --strip-components=1 -xf v3.3.1.tar.gz spark-3.3.1/sql/core/src/test/resources/ && \
	mkdir -p shims/spark33/spark_home/ && \
	mv sql shims/spark33/spark_home/ && \
	dnf module -y install python39 && \
	alternatives --set python3 /usr/bin/python3.9 && \
	pip3 install setuptools && \
	pip3 install pyspark==3.3.1 cython && \
	pip3 install pandas pyarrow
	- name: Build and Run unit test for Spark 3.3.1 (other tests)
	run: \|
	cd $GITHUB_WORKSPACE/
	export SPARK_SCALA_VERSION=2.12
	$MVN_CMD clean install -Pspark-3.3 -Pbackends-velox -Pceleborn -Piceberg -Pdelta -Pspark-ut -DargLine="-Dspark.test.home=$GITHUB_WORKSPACE//shims/spark33/spark_home/" -DtagsToExclude=org.apache.spark.tags.ExtendedSQLTest,org.apache.gluten.tags.UDFTest,org.apache.gluten.tags.SkipTestTags && \
	$MVN_CMD test -Pspark-3.3 -Pbackends-velox -Piceberg -Pdelta -DtagsToExclude=None -DtagsToInclude=org.apache.gluten.tags.UDFTest
	- name: Upload golden files
	if: failure()
	uses: actions/upload-artifact@v4
	with:
	name: golden-files-spark33
	path: /tmp/tpch-approved-plan/**


	run-spark-test-spark33-slow:
	needs: build-native-lib-centos-8
	runs-on: ubuntu-20.04
	container: ghcr.io/facebookincubator/velox-dev:centos8
	env:
	CCACHE_DIR: "${{ github.workspace }}/.ccache"
	steps:
	- uses: actions/checkout@v2
	- name: Download All Artifacts
	uses: actions/download-artifact@v2
	with:
	name: velox-native-lib-centos-8-${{github.sha}}
	path: ./cpp/build/releases
	- name: Download Arrow Jars
	uses: actions/download-artifact@v2
	with:
	name: arrow-jars-centos-8-${{github.sha}}
	path: /root/.m2/repository/org/apache/arrow/
	- name: Update mirror list
	run: \|
	sed -i -e "s\|mirrorlist=\|#mirrorlist=\|g" /etc/yum.repos.d/CentOS-* \|\| true
	sed -i -e "s\|#baseurl=http://mirror.centos.org\|baseurl=http://vault.centos.org\|g" /etc/yum.repos.d/CentOS-* \|\| true
	- name: Setup build dependency
	run: \|
	yum install sudo patch java-1.8.0-openjdk-devel wget -y
	wget https://downloads.apache.org/maven/maven-3/3.8.8/binaries/apache-maven-3.8.8-bin.tar.gz
	tar -xvf apache-maven-3.8.8-bin.tar.gz
	mv apache-maven-3.8.8 /usr/lib/maven
	echo "PATH=${PATH}:/usr/lib/maven/bin" >> $GITHUB_ENV
	- name: Get Ccache
	uses: actions/cache/restore@v3
	with:
	path: '${{ env.CCACHE_DIR }}'
	key: ccache-centos-release-default
	- name: Ensure Cache Dirs Exists
	working-directory: ${{ github.workspace }}
	run: \|
	mkdir -p '${{ env.CCACHE_DIR }}'
	- name: Prepare spark.test.home for Spark 3.3.1 (slow tests)
	run: \|
	cd $GITHUB_WORKSPACE// && \
	wget https://github.com/apache/spark/archive/refs/tags/v3.3.1.tar.gz && \
	tar --strip-components=1 -xf v3.3.1.tar.gz spark-3.3.1/sql/core/src/test/resources/ && \
	mkdir -p shims/spark33/spark_home/ && \
	mv sql shims/spark33/spark_home/
	- name: Build and Run unit test for Spark 3.3.1 (slow tests)
	run: \|
	cd $GITHUB_WORKSPACE/
	$MVN_CMD clean install -Pspark-3.3 -Pbackends-velox -Pceleborn -Piceberg -Pdelta -Pspark-ut -DargLine="-Dspark.test.home=$GITHUB_WORKSPACE//shims/spark33/spark_home/" -DtagsToInclude=org.apache.spark.tags.ExtendedSQLTest

	run-spark-test-spark34:
	needs: build-native-lib-centos-8
	runs-on: ubuntu-20.04
	container: ghcr.io/facebookincubator/velox-dev:centos8
	env:
	CCACHE_DIR: "${{ github.workspace }}/.ccache"
	steps:
	- uses: actions/checkout@v2
	- name: Download All Artifacts
	uses: actions/download-artifact@v2
	with:
	name: velox-native-lib-centos-8-${{github.sha}}
	path: ./cpp/build/releases
	- name: Download UDF Example Lib
	uses: actions/download-artifact@v2
	with:
	name: udf-example-lib-centos-8-${{github.sha}}
	path: ./cpp/build/velox/udf/examples/
	- name: Download Arrow Jars
	uses: actions/download-artifact@v2
	with:
	name: arrow-jars-centos-8-${{github.sha}}
	path: /root/.m2/repository/org/apache/arrow/
	- name: Update mirror list
	run: \|
	sed -i -e "s\|mirrorlist=\|#mirrorlist=\|g" /etc/yum.repos.d/CentOS-* \|\| true
	sed -i -e "s\|#baseurl=http://mirror.centos.org\|baseurl=http://vault.centos.org\|g" /etc/yum.repos.d/CentOS-* \|\| true
	- name: Setup build dependency
	run: \|
	yum install sudo patch java-1.8.0-openjdk-devel wget -y
	wget https://downloads.apache.org/maven/maven-3/3.8.8/binaries/apache-maven-3.8.8-bin.tar.gz
	tar -xvf apache-maven-3.8.8-bin.tar.gz
	mv apache-maven-3.8.8 /usr/lib/maven
	echo "PATH=${PATH}:/usr/lib/maven/bin" >> $GITHUB_ENV
	- name: Get Ccache
	uses: actions/cache/restore@v3
	with:
	path: '${{ env.CCACHE_DIR }}'
	key: ccache-centos-release-default
	- name: Ensure Cache Dirs Exists
	working-directory: ${{ github.workspace }}
	run: \|
	mkdir -p '${{ env.CCACHE_DIR }}'
	- name: Prepare spark.test.home for Spark 3.4.2 (other tests)
	run: \|
	cd $GITHUB_WORKSPACE/ && \
	wget https://archive.apache.org/dist/spark/spark-3.4.2/spark-3.4.2-bin-hadoop3.tgz && \
	tar --strip-components=1 -xf spark-3.4.2-bin-hadoop3.tgz spark-3.4.2-bin-hadoop3/jars/ && \
	rm -rf spark-3.4.2-bin-hadoop3.tgz && \
	mkdir -p $GITHUB_WORKSPACE//shims/spark34/spark_home/assembly/target/scala-2.12 && \
	mv jars $GITHUB_WORKSPACE//shims/spark34/spark_home/assembly/target/scala-2.12 && \
	cd $GITHUB_WORKSPACE// && \
	wget https://github.com/apache/spark/archive/refs/tags/v3.4.2.tar.gz && \
	tar --strip-components=1 -xf v3.4.2.tar.gz spark-3.4.2/sql/core/src/test/resources/ && \
	mkdir -p shims/spark34/spark_home/ && \
	mv sql shims/spark34/spark_home/ && \
	dnf module -y install python39 && \
	alternatives --set python3 /usr/bin/python3.9 && \
	pip3 install setuptools && \
	pip3 install pyspark==3.4.2 cython && \
	pip3 install pandas pyarrow
	- name: Build and Run unit test for Spark 3.4.2 (other tests)
	run: \|
	cd $GITHUB_WORKSPACE/
	export SPARK_SCALA_VERSION=2.12
	$MVN_CMD clean install -Pspark-3.4 -Pbackends-velox -Pceleborn -Piceberg -Pdelta -Pspark-ut -DargLine="-Dspark.test.home=$GITHUB_WORKSPACE//shims/spark34/spark_home/" -DtagsToExclude=org.apache.spark.tags.ExtendedSQLTest,org.apache.gluten.tags.UDFTest,org.apache.gluten.tags.SkipTestTags && \
	$MVN_CMD test -Pspark-3.4 -Pbackends-velox -Piceberg -Pdelta -DtagsToExclude=None -DtagsToInclude=org.apache.gluten.tags.UDFTest
	- name: Upload golden files
	if: failure()
	uses: actions/upload-artifact@v4
	with:
	name: golden-files-spark34
	path: /tmp/tpch-approved-plan/**


	run-spark-test-spark34-slow:
	needs: build-native-lib-centos-8
	runs-on: ubuntu-20.04
	container: ghcr.io/facebookincubator/velox-dev:centos8
	env:
	CCACHE_DIR: "${{ github.workspace }}/.ccache"
	steps:
	- uses: actions/checkout@v2
	- name: Download All Artifacts
	uses: actions/download-artifact@v2
	with:
	name: velox-native-lib-centos-8-${{github.sha}}
	path: ./cpp/build/releases
	- name: Download Arrow Jars
	uses: actions/download-artifact@v2
	with:
	name: arrow-jars-centos-8-${{github.sha}}
	path: /root/.m2/repository/org/apache/arrow/
	- name: Update mirror list
	run: \|
	sed -i -e "s\|mirrorlist=\|#mirrorlist=\|g" /etc/yum.repos.d/CentOS-* \|\| true
	sed -i -e "s\|#baseurl=http://mirror.centos.org\|baseurl=http://vault.centos.org\|g" /etc/yum.repos.d/CentOS-* \|\| true
	- name: Setup build dependency
	run: \|
	yum install sudo patch java-1.8.0-openjdk-devel wget -y
	wget https://downloads.apache.org/maven/maven-3/3.8.8/binaries/apache-maven-3.8.8-bin.tar.gz
	tar -xvf apache-maven-3.8.8-bin.tar.gz
	mv apache-maven-3.8.8 /usr/lib/maven
	echo "PATH=${PATH}:/usr/lib/maven/bin" >> $GITHUB_ENV
	- name: Get Ccache
	uses: actions/cache/restore@v3
	with:
	path: '${{ env.CCACHE_DIR }}'
	key: ccache-centos-release-default
	- name: Ensure Cache Dirs Exists
	working-directory: ${{ github.workspace }}
	run: \|
	mkdir -p '${{ env.CCACHE_DIR }}'
	- name: Prepare spark.test.home for Spark 3.4.2 (slow tests)
	run: \|
	cd $GITHUB_WORKSPACE// && \
	wget https://github.com/apache/spark/archive/refs/tags/v3.4.2.tar.gz && \
	tar --strip-components=1 -xf v3.4.2.tar.gz spark-3.4.2/sql/core/src/test/resources/ && \
	mkdir -p shims/spark34/spark_home/ && \
	mv sql shims/spark34/spark_home/
	- name: Build and Run unit test for Spark 3.4.2 (slow tests)
	run: \|
	cd $GITHUB_WORKSPACE/
	$MVN_CMD clean install -Pspark-3.4 -Pbackends-velox -Pceleborn -Piceberg -Pdelta -Pspark-ut -DargLine="-Dspark.test.home=$GITHUB_WORKSPACE//shims/spark34/spark_home/" -DtagsToInclude=org.apache.spark.tags.ExtendedSQLTest

	run-spark-test-spark35:
	needs: build-native-lib-centos-8
	runs-on: ubuntu-20.04
	container: ghcr.io/facebookincubator/velox-dev:centos8
	env:
	CCACHE_DIR: "${{ github.workspace }}/.ccache"
	steps:
	- uses: actions/checkout@v2
	- name: Download All Artifacts
	uses: actions/download-artifact@v2
	with:
	name: velox-native-lib-centos-8-${{github.sha}}
	path: ./cpp/build/releases
	- name: Download UDF Example Lib
	uses: actions/download-artifact@v2
	with:
	name: udf-example-lib-centos-8-${{github.sha}}
	path: ./cpp/build/velox/udf/examples/
	- name: Download Arrow Jars
	uses: actions/download-artifact@v2
	with:
	name: arrow-jars-centos-8-${{github.sha}}
	path: /root/.m2/repository/org/apache/arrow/
	- name: Update mirror list
	run: \|
	sed -i -e "s\|mirrorlist=\|#mirrorlist=\|g" /etc/yum.repos.d/CentOS-* \|\| true
	sed -i -e "s\|#baseurl=http://mirror.centos.org\|baseurl=http://vault.centos.org\|g" /etc/yum.repos.d/CentOS-* \|\| true
	- name: Setup build dependency
	run: \|
	yum install sudo patch java-1.8.0-openjdk-devel wget -y
	wget https://downloads.apache.org/maven/maven-3/3.8.8/binaries/apache-maven-3.8.8-bin.tar.gz
	tar -xvf apache-maven-3.8.8-bin.tar.gz
	mv apache-maven-3.8.8 /usr/lib/maven
	echo "PATH=${PATH}:/usr/lib/maven/bin" >> $GITHUB_ENV
	- name: Get Ccache
	uses: actions/cache/restore@v3
	with:
	path: '${{ env.CCACHE_DIR }}'
	key: ccache-centos-release-default
	- name: Ensure Cache Dirs Exists
	working-directory: ${{ github.workspace }}
	run: \|
	mkdir -p '${{ env.CCACHE_DIR }}'
	- name: Prepare spark.test.home for Spark 3.5.1 (other tests)
	run: \|
	cd $GITHUB_WORKSPACE/ && \
	wget https://archive.apache.org/dist/spark/spark-3.5.1/spark-3.5.1-bin-hadoop3.tgz && \
	tar --strip-components=1 -xf spark-3.5.1-bin-hadoop3.tgz spark-3.5.1-bin-hadoop3/jars/ && \
	rm -rf spark-3.5.1-bin-hadoop3.tgz && \
	mkdir -p $GITHUB_WORKSPACE//shims/spark35/spark_home/assembly/target/scala-2.12 && \
	mv jars $GITHUB_WORKSPACE//shims/spark35/spark_home/assembly/target/scala-2.12 && \
	cd $GITHUB_WORKSPACE// && \
	wget https://github.com/apache/spark/archive/refs/tags/v3.5.1.tar.gz && \
	tar --strip-components=1 -xf v3.5.1.tar.gz spark-3.5.1/sql/core/src/test/resources/ && \
	mkdir -p shims/spark35/spark_home/ && \
	mv sql shims/spark35/spark_home/ && \
	dnf module -y install python39 && \
	alternatives --set python3 /usr/bin/python3.9 && \
	pip3 install setuptools && \
	pip3 install pyspark==3.5.1 cython && \
	pip3 install pandas pyarrow
	- name: Build and Run unit test for Spark 3.5.1 (other tests)
	run: \|
	cd $GITHUB_WORKSPACE/
	export SPARK_SCALA_VERSION=2.12
	$MVN_CMD clean install -Pspark-3.5 -Pbackends-velox -Pceleborn -Piceberg -Pdelta -Pspark-ut -DargLine="-Dspark.test.home=$GITHUB_WORKSPACE//shims/spark35/spark_home/" -DtagsToExclude=org.apache.spark.tags.ExtendedSQLTest,org.apache.gluten.tags.UDFTest,org.apache.gluten.tags.SkipTestTags && \
	$MVN_CMD test -Pspark-3.5 -Pbackends-velox -Piceberg -Pdelta -DtagsToExclude=None -DtagsToInclude=org.apache.gluten.tags.UDFTest
	- name: Upload golden files
	if: failure()
	uses: actions/upload-artifact@v4
	with:
	name: golden-files-spark35
	path: /tmp/tpch-approved-plan/**

	run-spark-test-spark35-slow:
	needs: build-native-lib-centos-8
	runs-on: ubuntu-20.04
	container: ghcr.io/facebookincubator/velox-dev:centos8
	env:
	CCACHE_DIR: "${{ github.workspace }}/.ccache"
	steps:
	- uses: actions/checkout@v2
	- name: Download All Artifacts
	uses: actions/download-artifact@v2
	with:
	name: velox-native-lib-centos-8-${{github.sha}}
	path: ./cpp/build/releases
	- name: Download Arrow Jars
	uses: actions/download-artifact@v2
	with:
	name: arrow-jars-centos-8-${{github.sha}}
	path: /root/.m2/repository/org/apache/arrow/
	- name: Update mirror list
	run: \|
	sed -i -e "s\|mirrorlist=\|#mirrorlist=\|g" /etc/yum.repos.d/CentOS-* \|\| true
	sed -i -e "s\|#baseurl=http://mirror.centos.org\|baseurl=http://vault.centos.org\|g" /etc/yum.repos.d/CentOS-* \|\| true
	- name: Setup build dependency
	run: \|
	yum install sudo patch java-1.8.0-openjdk-devel wget -y
	wget https://downloads.apache.org/maven/maven-3/3.8.8/binaries/apache-maven-3.8.8-bin.tar.gz
	tar -xvf apache-maven-3.8.8-bin.tar.gz
	mv apache-maven-3.8.8 /usr/lib/maven
	echo "PATH=${PATH}:/usr/lib/maven/bin" >> $GITHUB_ENV
	- name: Get Ccache
	uses: actions/cache/restore@v3
	with:
	path: '${{ env.CCACHE_DIR }}'
	key: ccache-centos-release-default
	- name: Ensure Cache Dirs Exists
	working-directory: ${{ github.workspace }}
	run: \|
	mkdir -p '${{ env.CCACHE_DIR }}'
	- name: Prepare spark.test.home for Spark 3.5.1 (other tests)
	run: \|
	cd $GITHUB_WORKSPACE/ && \
	wget https://archive.apache.org/dist/spark/spark-3.5.1/spark-3.5.1-bin-hadoop3.tgz && \
	tar --strip-components=1 -xf spark-3.5.1-bin-hadoop3.tgz spark-3.5.1-bin-hadoop3/jars/ && \
	rm -rf spark-3.5.1-bin-hadoop3.tgz && \
	mkdir -p $GITHUB_WORKSPACE//shims/spark35/spark_home/assembly/target/scala-2.12 && \
	mv jars $GITHUB_WORKSPACE//shims/spark35/spark_home/assembly/target/scala-2.12 && \
	cd $GITHUB_WORKSPACE// && \
	wget https://github.com/apache/spark/archive/refs/tags/v3.5.1.tar.gz && \
	tar --strip-components=1 -xf v3.5.1.tar.gz spark-3.5.1/sql/core/src/test/resources/ && \
	mkdir -p shims/spark35/spark_home/ && \
	mv sql shims/spark35/spark_home/
	- name: Build and Run unit test for Spark 3.5.1 (slow tests)
	run: \|
	cd $GITHUB_WORKSPACE/
	$MVN_CMD clean install -Pspark-3.5 -Pbackends-velox -Pceleborn -Piceberg -Pdelta -Pspark-ut -DargLine="-Dspark.test.home=$GITHUB_WORKSPACE//shims/spark35/spark_home/" -DtagsToInclude=org.apache.spark.tags.ExtendedSQLTest

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wip: try spark-3.3 + iceberg 1.4.3 #3579

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wip: try spark-3.3 + iceberg 1.4.3 #3579

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