HyukjinKwon commented on a change in pull request #29465:
URL: https://github.com/apache/spark/pull/29465#discussion_r472709812
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File path: .github/workflows/build_and_test.yml
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@@ -0,0 +1,241 @@
+name: Build and test
+
+on:
+ push:
+ branches:
+ - branch-2.4
+ pull_request:
+ branches:
+ - branch-2.4
+
+jobs:
+ # Build: build Spark and run the tests for specified modules.
+ build:
+ name: "Build modules: ${{ matrix.modules }} ${{ matrix.comment }} (JDK ${{
matrix.java }}, ${{ matrix.hadoop }})"
+ runs-on: ubuntu-latest
+ strategy:
+ fail-fast: false
+ matrix:
+ java:
+ - 1.8
+ hadoop:
+ - hadoop2.6
+ # TODO(SPARK-32246): We don't test 'streaming-kinesis-asl' for now.
+ # Kinesis tests depends on external Amazon kinesis service.
+ # Note that the modules below are from sparktestsupport/modules.py.
+ modules:
+ - >-
+ core, unsafe, kvstore, avro,
+ network-common, network-shuffle, repl, launcher,
+ examples, sketch, graphx
+ - >-
+ catalyst, hive-thriftserver
+ - >-
+ streaming, sql-kafka-0-10, streaming-kafka-0-10,
+ mllib-local, mllib,
+ yarn, mesos, kubernetes, hadoop-cloud, spark-ganglia-lgpl,
+ streaming-flume, streaming-flume-sink, streaming-kafka-0-8
+ - >-
+ pyspark-sql, pyspark-mllib
+ - >-
+ pyspark-core, pyspark-streaming, pyspark-ml
+ - >-
+ sparkr
+ - >-
+ sql
+ # Here, we split Hive and SQL tests into some of slow ones and the
rest of them.
+ included-tags: [""]
+ excluded-tags: [""]
+ comment: [""]
+ include:
+ # Hive tests
+ - modules: hive
+ java: 1.8
+ hadoop: hadoop2.6
+ included-tags: org.apache.spark.tags.SlowHiveTest
+ comment: "- slow tests"
+ - modules: hive
+ java: 1.8
+ hadoop: hadoop2.6
+ excluded-tags: org.apache.spark.tags.SlowHiveTest
+ comment: "- other tests"
+ env:
+ MODULES_TO_TEST: ${{ matrix.modules }}
+ EXCLUDED_TAGS: ${{ matrix.excluded-tags }}
+ INCLUDED_TAGS: ${{ matrix.included-tags }}
+ HADOOP_PROFILE: ${{ matrix.hadoop }}
+ # GitHub Actions' default miniconda to use in pip packaging test.
+ CONDA_PREFIX: /usr/share/miniconda
+ GITHUB_PREV_SHA: ${{ github.event.before }}
+ ARROW_PRE_0_15_IPC_FORMAT: 1
+ steps:
+ - name: Checkout Spark repository
+ uses: actions/checkout@v2
+ # In order to fetch changed files
+ with:
+ fetch-depth: 0
+ # Cache local repositories. Note that GitHub Actions cache has a 2G limit.
+ - name: Cache Scala, SBT, Maven and Zinc
+ uses: actions/cache@v1
+ with:
+ path: build
+ key: build-${{ hashFiles('**/pom.xml') }}
+ restore-keys: |
+ build-
+ - name: Cache Maven local repository
+ uses: actions/cache@v2
+ with:
+ path: ~/.m2/repository
+ key: ${{ matrix.java }}-${{ matrix.hadoop }}-maven-${{
hashFiles('**/pom.xml') }}
+ restore-keys: |
+ ${{ matrix.java }}-${{ matrix.hadoop }}-maven-
+ - name: Cache Ivy local repository
+ uses: actions/cache@v2
+ with:
+ path: ~/.ivy2/cache
+ key: ${{ matrix.java }}-${{ matrix.hadoop }}-ivy-${{
hashFiles('**/pom.xml') }}-${{ hashFiles('**/plugins.sbt') }}
+ restore-keys: |
+ ${{ matrix.java }}-${{ matrix.hadoop }}-ivy-
+ - name: Install JDK ${{ matrix.java }}
+ uses: actions/setup-java@v1
+ with:
+ java-version: ${{ matrix.java }}
+ # PySpark
+ - name: Install PyPy3
+ # Note that order of Python installations here matters because default
python is
+ # overridden.
+ uses: actions/setup-python@v2
+ if: contains(matrix.modules, 'pyspark')
+ with:
+ python-version: pypy3
+ architecture: x64
+ - name: Install Python 3.6
+ uses: actions/setup-python@v2
+ if: contains(matrix.modules, 'pyspark')
+ with:
+ python-version: 3.6
+ architecture: x64
+ - name: Install Python 2.7
+ uses: actions/setup-python@v2
+ # Yarn has a Python specific test too, for example, YarnClusterSuite.
+ if: contains(matrix.modules, 'yarn') || contains(matrix.modules,
'pyspark') || (contains(matrix.modules, 'sql') && !contains(matrix.modules,
'sql-'))
+ with:
+ python-version: 2.7
+ architecture: x64
+ - name: Install Python packages (Python 3.6 and PyPy3)
+ if: contains(matrix.modules, 'pyspark')
+ # PyArrow is not supported in PyPy yet, see ARROW-2651.
+ # TODO(SPARK-32247): scipy installation with PyPy fails for an unknown
reason.
+ run: |
+ python3.6 -m pip install numpy pyarrow pandas scipy xmlrunner
+ python3.6 -m pip list
+ # PyPy does not have xmlrunner
+ pypy3 -m pip install numpy pandas
+ pypy3 -m pip list
+ - name: Install Python packages (Python 2.7)
+ if: contains(matrix.modules, 'pyspark') || (contains(matrix.modules,
'sql') && !contains(matrix.modules, 'sql-'))
+ run: |
+ # Some tests do not pass in PySpark with PyArrow, for example,
pyspark.sql.tests.ArrowTests.
Review comment:
Some tests do not pass in PySpark with PyArrow, for example,
`pyspark.sql.tests.ArrowTests` with Python 2.
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