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#
#
Licensed to the Apache Software Foundation (ASF) under one
#
or more contributor license agreements. See the NOTICE file
#
distributed with this work for additional information
#
regarding copyright ownership. The ASF licenses this file
#
to you under the Apache License, Version 2.0 (the
#
"License"); you may not use this file except in compliance
#
with the License. You may obtain a copy of the License at
#
#
http://www.apache.org/licenses/LICENSE-2.0
#
#
Unless required by applicable law or agreed to in writing,
#
software distributed under the License is distributed on an
#
"AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
#
KIND, either express or implied. See the License for the
#
specific language governing permissions and limitations
#
under the License.
#
name
:
Build and test PySpark on macOS
on
:
workflow_call
:
inputs
:
java
:
required
:
false
type
:
string
default
:
17
python
:
required
:
false
type
:
string
default
:
3.12
branch
:
description
:
Branch to run the build against
required
:
false
type
:
string
default
:
master
hadoop
:
description
:
Hadoop version to run with. HADOOP_PROFILE environment variable should accept it.
required
:
false
type
:
string
default
:
hadoop3
os
:
description
:
OS to run this build.
required
:
false
type
:
string
default
:
macos-15
arch
:
description
:
The target architecture (x86, x64, arm64) of the Python interpreter.
required
:
false
type
:
string
default
:
arm64
envs
:
description
:
Additional environment variables to set when running the tests. Should be in JSON format.
required
:
false
type
:
string
default
:
'
{}
'
jobs
:
#
Precompile Spark with SBT once and publish target/ as an artifact for the
#
matrix entries below to consume. Optional: any failure here degrades the
#
matrix to its original local SBT build path.
precompile
:
name
:
"
Precompile Spark
"
runs-on
:
${{ inputs.os }}
#
If this job fails or is cancelled, the matrix entries fall back to
#
running the SBT build locally as before.
continue-on-error
:
true
outputs
:
#
Pinned so the build job checks out the same snapshot, even if the branch advances mid-run.
head_sha
:
${{ steps.checkout.outputs.head_sha }}
env
:
HADOOP_PROFILE
:
${{ inputs.hadoop }}
HIVE_PROFILE
:
hive2.3
SPARK_LOCAL_IP
:
localhost
GITHUB_PREV_SHA
:
${{ github.event.before }}
steps
:
-
name
:
Bootstrap composite actions
uses
:
actions/checkout@v6
-
name
:
Checkout and sync Spark repository
id
:
checkout
uses
:
./.github/actions/checkout-and-sync
with
:
ref
:
${{ inputs.branch }}
-
name
:
Cache SBT and Maven
#
TODO(SPARK-54466): https://github.com/actions/runner-images/issues/13341
if
:
${{ runner.os != 'macOS' }}
uses
:
actions/cache@v5
with
:
path
:
|
build/apache-maven-*
build/*.jar
~/.sbt
key
:
build-${{ runner.os }}-${{ hashFiles('**/pom.xml', 'project/build.properties', 'build/mvn', 'build/sbt', 'build/sbt-launch-lib.bash', 'build/spark-build-info') }}
restore-keys
:
|
build-${{ runner.os }}-
-
name
:
Cache Coursier local repository
#
TODO(SPARK-54466): https://github.com/actions/runner-images/issues/13341
if
:
${{ runner.os != 'macOS' }}
uses
:
actions/cache@v5
with
:
path
:
~/.cache/coursier
key
:
coursier-${{ runner.os }}-${{ hashFiles('**/pom.xml', '**/plugins.sbt') }}
restore-keys
:
|
coursier-${{ runner.os }}-
-
name
:
Install Java ${{ inputs.java }}
uses
:
actions/setup-java@v5
with
:
distribution
:
zulu
java-version
:
${{ inputs.java }}
-
name
:
Build Spark
run
:
|
./build/sbt -Phadoop-3 -Pyarn -Pspark-ganglia-lgpl -Phadoop-cloud -Phive \
-Pkubernetes -Pjvm-profiler -Pkinesis-asl -Pcredential-aws -Phive-thriftserver \
-Pdocker-integration-tests -Pvolcano \
Test/package streaming-kinesis-asl-assembly/assembly connect/assembly assembly/package
-
name
:
Package compile output
run
:
|
find . -type d -name target -not -path './build/*' -not -path './.git/*' -print0 \
| tar --null -cf - -T - | zstd -c -T0 > compile-artifact.tar.zst
ls -lh compile-artifact.tar.zst
-
name
:
Upload compile artifact
uses
:
actions/upload-artifact@v7
with
:
name
:
spark-compile-${{ inputs.os }}-${{ inputs.branch }}-${{ github.run_id }}
path
:
compile-artifact.tar.zst
retention-days
:
1
if-no-files-found
:
error
build
:
name
:
"
Build modules: ${{ matrix.modules }}
"
needs
:
precompile
if
:
(!cancelled())
runs-on
:
${{ inputs.os }}
#
TODO(SPARK-54466): https://github.com/actions/runner-images/issues/13341
#
timeout-minutes: 150
strategy
:
fail-fast
:
false
max-parallel
:
20
matrix
:
java
:
-
${{ inputs.java }}
python
:
-
${{inputs.python}}
modules
:
-
>-
pyspark-sql, pyspark-resource, pyspark-testing
-
>-
pyspark-core, pyspark-errors, pyspark-streaming
-
>-
pyspark-mllib, pyspark-ml, pyspark-ml-connect
-
>-
pyspark-structured-streaming, pyspark-structured-streaming-connect
-
>-
pyspark-connect
-
>-
pyspark-pandas
-
>-
pyspark-pandas-slow
-
>-
pyspark-pandas-connect
-
>-
pyspark-pandas-slow-connect
env
:
MODULES_TO_TEST
:
${{ matrix.modules }}
PYTHON_TO_TEST
:
python${{inputs.python}}
HADOOP_PROFILE
:
${{ inputs.hadoop }}
HIVE_PROFILE
:
hive2.3
#
GitHub Actions' default miniconda to use in pip packaging test.
CONDA_PREFIX
:
/usr/share/miniconda
GITHUB_PREV_SHA
:
${{ github.event.before }}
SPARK_LOCAL_IP
:
localhost
SKIP_UNIDOC
:
true
SKIP_MIMA
:
true
SKIP_PACKAGING
:
true
METASPACE_SIZE
:
1g
BRANCH
:
${{ inputs.branch }}
PYSPARK_TEST_TIMEOUT
:
450
steps
:
-
name
:
Bootstrap composite actions
uses
:
actions/checkout@v6
-
name
:
Checkout and sync Spark repository
uses
:
./.github/actions/checkout-and-sync
with
:
#
Fall back to the branch when the precompile job failed before resolving the SHA.
ref
:
${{ needs.precompile.outputs.head_sha || inputs.branch }}
#
Cache local repositories. Note that GitHub Actions cache has a 10G limit.
-
name
:
Cache SBT and Maven
#
TODO(SPARK-54466): https://github.com/actions/runner-images/issues/13341
if
:
${{ runner.os != 'macOS' }}
uses
:
actions/cache@v5
with
:
path
:
|
build/apache-maven-*
build/*.jar
~/.sbt
key
:
build-${{ runner.os }}-${{ hashFiles('**/pom.xml', 'project/build.properties', 'build/mvn', 'build/sbt', 'build/sbt-launch-lib.bash', 'build/spark-build-info') }}
restore-keys
:
|
build-${{ runner.os }}-
-
name
:
Cache Coursier local repository
#
TODO(SPARK-54466): https://github.com/actions/runner-images/issues/13341
if
:
${{ runner.os != 'macOS' }}
uses
:
actions/cache@v5
with
:
path
:
~/.cache/coursier
key
:
coursier-${{ runner.os }}-${{ hashFiles('**/pom.xml', '**/plugins.sbt') }}
restore-keys
:
|
coursier-${{ runner.os }}-
-
name
:
Install Java ${{ matrix.java }}
uses
:
actions/setup-java@v5
with
:
distribution
:
zulu
java-version
:
${{ matrix.java }}
-
name
:
Install Python ${{matrix.python}}
uses
:
actions/setup-python@v6
with
:
python-version
:
${{matrix.python}}
architecture
:
${{ inputs.arch }}
-
name
:
Install Python packages (Python ${{matrix.python}})
run
:
|
python${{matrix.python}} -m pip install --ignore-installed 'blinker>=1.6.2'
python${{matrix.python}} -m pip install --ignore-installed 'six==1.16.0'
python${{matrix.python}} -m pip install numpy 'pyarrow>=23.0.0' 'six==1.16.0' 'pandas==2.3.3' scipy 'plotly<6.0.0' 'mlflow>=2.8.1' coverage matplotlib openpyxl 'memory-profiler>=0.61.0' 'scikit-learn>=1.3.2' unittest-xml-reporting && \
python${{matrix.python}} -m pip install 'grpcio==1.76.0' 'grpcio-status==1.76.0' 'protobuf==6.33.5' 'googleapis-common-protos==1.71.0' 'zstandard==0.25.0' 'graphviz==0.20.3' && \
python${{matrix.python}} -m pip cache purge
-
name
:
List Python packages
run
:
python${{matrix.python}} -m pip list
-
name
:
Download precompiled artifact
id
:
download-precompiled
if
:
needs.precompile.result == 'success'
continue-on-error
:
true
uses
:
actions/download-artifact@v8
with
:
name
:
spark-compile-${{ inputs.os }}-${{ inputs.branch }}-${{ github.run_id }}
-
name
:
Extract precompiled artifact
id
:
extract-precompiled
if
:
steps.download-precompiled.outcome == 'success'
continue-on-error
:
true
run
:
|
zstd -dc compile-artifact.tar.zst | tar -xf -
rm compile-artifact.tar.zst
#
Run the tests.
-
name
:
Run tests
env
:
${{ fromJSON(inputs.envs) }}
run
:
|
if [ "${{ steps.extract-precompiled.outcome }}" = "success" ]; then
export SKIP_SCALA_BUILD=true
echo "Reusing precompiled artifact, skipping local SBT build."
fi
if [[ "$MODULES_TO_TEST" == *"pyspark-errors"* ]]; then
export SKIP_PACKAGING=false
echo "Python Packaging Tests Enabled!"
fi
./dev/run-tests --parallelism 1 --modules "$MODULES_TO_TEST" --python-executables "$PYTHON_TO_TEST"
-
name
:
Upload test results to report
env
:
${{ fromJSON(inputs.envs) }}
if
:
always()
uses
:
actions/upload-artifact@v7
with
:
name
:
test-results-${{ inputs.os }}-${{ matrix.modules }}--${{ matrix.java }}-${{ inputs.hadoop }}-hive2.3-${{ env.PYTHON_TO_TEST }}
path
:
|
**/target/test-reports/*.xml
**/target/surefire-reports/*.xml
-
name
:
Upload unit tests log files
env
:
${{ fromJSON(inputs.envs) }}
if
:
${{ !success() }}
uses
:
actions/upload-artifact@v7
with
:
name
:
unit-tests-log-${{ inputs.os }}-${{ matrix.modules }}--${{ matrix.java }}-${{ inputs.hadoop }}-hive2.3-${{ env.PYTHON_TO_TEST }}
path
:
"
**/target/unit-tests.log
"
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