update branch

.asf.yaml

@@ -31,3 +31,8 @@ github:
     merge: false
     squash: true
     rebase: true
+
+notifications:
+  pullrequests: [email protected]
+  issues: [email protected]
+  commits: [email protected]

.github/labeler.yml

@@ -84,12 +84,12 @@ SPARK SHELL:
   - "repl/**/*"
   - "bin/spark-shell*"
 SQL:
-#- any: ["**/sql/**/*", "!python/pyspark/sql/avro/**/*", "!python/pyspark/sql/streaming.py", "!python/pyspark/sql/tests/test_streaming.py"]
+#- any: ["**/sql/**/*", "!python/pyspark/sql/avro/**/*", "!python/pyspark/sql/streaming/**/*", "!python/pyspark/sql/tests/streaming/test_streaming.py"]
   - "**/sql/**/*"
   - "common/unsafe/**/*"
   #- "!python/pyspark/sql/avro/**/*"
-  #- "!python/pyspark/sql/streaming.py"
-  #- "!python/pyspark/sql/tests/test_streaming.py"
+  #- "!python/pyspark/sql/streaming/**/*"
+  #- "!python/pyspark/sql/tests/streaming/test_streaming.py"
   - "bin/spark-sql*"
   - "bin/beeline*"
   - "sbin/*thriftserver*.sh"
@@ -103,7 +103,7 @@ SQL:
   - "**/*schema.R"
   - "**/*types.R"
 AVRO:
-  - "external/avro/**/*"
+  - "connector/avro/**/*"
   - "python/pyspark/sql/avro/**/*"
 DSTREAM:
   - "streaming/**/*"
@@ -123,13 +123,15 @@ MLLIB:
   - "python/pyspark/mllib/**/*"
 STRUCTURED STREAMING:
   - "**/sql/**/streaming/**/*"
-  - "external/kafka-0-10-sql/**/*"
-  - "python/pyspark/sql/streaming.py"
-  - "python/pyspark/sql/tests/test_streaming.py"
+  - "connector/kafka-0-10-sql/**/*"
+  - "python/pyspark/sql/streaming/**/*"
+  - "python/pyspark/sql/tests/streaming/test_streaming.py"
   - "**/*streaming.R"
 PYTHON:
   - "bin/pyspark*"
   - "**/python/**/*"
+PANDAS API ON SPARK:
+  - "python/pyspark/pandas/**/*"
 R:
   - "**/r/**/*"
   - "**/R/**/*"
@@ -149,4 +151,10 @@ WEB UI:
   - "**/*UI.scala"
 DEPLOY:
   - "sbin/**/*"
-
+CONNECT:
+  - "connector/connect/**/*"
+  - "**/sql/sparkconnect/**/*"
+  - "python/pyspark/sql/**/connect/**/*"
+PROTOBUF:
+  - "connector/protobuf/**/*"
+  - "python/pyspark/sql/protobuf/**/*"

.github/workflows/benchmark.yml

@@ -30,6 +30,10 @@ on:
         description: 'JDK version: 8, 11 or 17'
         required: true
         default: '8'
+      scala:
+        description: 'Scala version: 2.12 or 2.13'
+        required: true
+        default: '2.12'
       failfast:
         description: 'Failfast: true or false'
         required: true
@@ -50,11 +54,69 @@ jobs:
     steps:
     - name: Generate matrix
       id: set-matrix
-      run: echo "::set-output name=matrix::["`seq -s, 1 $SPARK_BENCHMARK_NUM_SPLITS`"]"
+      run: echo "matrix=["`seq -s, 1 $SPARK_BENCHMARK_NUM_SPLITS`"]" >> $GITHUB_OUTPUT
+
+  # Any TPC-DS related updates on this job need to be applied to tpcds-1g job of build_and_test.yml as well
+  tpcds-1g-gen:
+    name: "Generate an input dataset for TPCDSQueryBenchmark with SF=1"
+    if: contains(github.event.inputs.class, 'TPCDSQueryBenchmark') || contains(github.event.inputs.class, '*')
+    runs-on: ubuntu-20.04
+    env:
+      SPARK_LOCAL_IP: localhost
+    steps:
+      - name: Checkout Spark repository
+        uses: actions/checkout@v3
+        # In order to get diff files
+        with:
+          fetch-depth: 0
+      - name: Cache Scala, SBT and Maven
+        uses: actions/cache@v3
+        with:
+          path: |
+            build/apache-maven-*
+            build/scala-*
+            build/*.jar
+            ~/.sbt
+          key: build-${{ hashFiles('**/pom.xml', 'project/build.properties', 'build/mvn', 'build/sbt', 'build/sbt-launch-lib.bash', 'build/spark-build-info') }}
+          restore-keys: |
+            build-
+      - name: Cache Coursier local repository
+        uses: actions/cache@v3
+        with:
+          path: ~/.cache/coursier
+          key: benchmark-coursier-${{ github.event.inputs.jdk }}-${{ hashFiles('**/pom.xml', '**/plugins.sbt') }}
+          restore-keys: |
+            benchmark-coursier-${{ github.event.inputs.jdk }}
+      - name: Cache TPC-DS generated data
+        id: cache-tpcds-sf-1
+        uses: actions/cache@v3
+        with:
+          path: ./tpcds-sf-1
+          key: tpcds-${{ hashFiles('.github/workflows/benchmark.yml', 'sql/core/src/test/scala/org/apache/spark/sql/TPCDSSchema.scala') }}
+      - name: Checkout tpcds-kit repository
+        if: steps.cache-tpcds-sf-1.outputs.cache-hit != 'true'
+        uses: actions/checkout@v3
+        with:
+          repository: databricks/tpcds-kit
+          ref: 2a5078a782192ddb6efbcead8de9973d6ab4f069
+          path: ./tpcds-kit
+      - name: Build tpcds-kit
+        if: steps.cache-tpcds-sf-1.outputs.cache-hit != 'true'
+        run: cd tpcds-kit/tools && make OS=LINUX
+      - name: Install Java ${{ github.event.inputs.jdk }}
+        if: steps.cache-tpcds-sf-1.outputs.cache-hit != 'true'
+        uses: actions/setup-java@v3
+        with:
+          distribution: temurin
+          java-version: ${{ github.event.inputs.jdk }}
+      - name: Generate TPC-DS (SF=1) table data
+        if: steps.cache-tpcds-sf-1.outputs.cache-hit != 'true'
+        run: build/sbt "sql/Test/runMain org.apache.spark.sql.GenTPCDSData --dsdgenDir `pwd`/tpcds-kit/tools --location `pwd`/tpcds-sf-1 --scaleFactor 1 --numPartitions 1 --overwrite"
 
   benchmark:
-    name: "Run benchmarks: ${{ github.event.inputs.class }} (JDK ${{ github.event.inputs.jdk }}, ${{ matrix.split }} out of ${{ github.event.inputs.num-splits }} splits)"
-    needs: matrix-gen
+    name: "Run benchmarks: ${{ github.event.inputs.class }} (JDK ${{ github.event.inputs.jdk }}, Scala ${{ github.event.inputs.scala }}, ${{ matrix.split }} out of ${{ github.event.inputs.num-splits }} splits)"
+    if: always()
+    needs: [matrix-gen, tpcds-1g-gen]
     # Ubuntu 20.04 is the latest LTS. The next LTS is 22.04.
     runs-on: ubuntu-20.04
     strategy:
@@ -69,14 +131,15 @@ jobs:
       SPARK_LOCAL_IP: localhost
       # To prevent spark.test.home not being set. See more detail in SPARK-36007.
       SPARK_HOME: ${{ github.workspace }}
+      SPARK_TPCDS_DATA: ${{ github.workspace }}/tpcds-sf-1
     steps:
     - name: Checkout Spark repository
-      uses: actions/checkout@v2
+      uses: actions/checkout@v3
       # In order to get diff files
       with:
         fetch-depth: 0
     - name: Cache Scala, SBT and Maven
-      uses: actions/cache@v2
+      uses: actions/cache@v3
       with:
         path: |
           build/apache-maven-*
@@ -87,19 +150,28 @@ jobs:
         restore-keys: |
           build-
     - name: Cache Coursier local repository
-      uses: actions/cache@v2
+      uses: actions/cache@v3
       with:
         path: ~/.cache/coursier
         key: benchmark-coursier-${{ github.event.inputs.jdk }}-${{ hashFiles('**/pom.xml', '**/plugins.sbt') }}
         restore-keys: |
           benchmark-coursier-${{ github.event.inputs.jdk }}
     - name: Install Java ${{ github.event.inputs.jdk }}
-      uses: actions/setup-java@v1
+      uses: actions/setup-java@v3
       with:
+        distribution: temurin
         java-version: ${{ github.event.inputs.jdk }}
+    - name: Cache TPC-DS generated data
+      if: contains(github.event.inputs.class, 'TPCDSQueryBenchmark') || contains(github.event.inputs.class, '*')
+      id: cache-tpcds-sf-1
+      uses: actions/cache@v3
+      with:
+        path: ./tpcds-sf-1
+        key: tpcds-${{ hashFiles('.github/workflows/benchmark.yml', 'sql/core/src/test/scala/org/apache/spark/sql/TPCDSSchema.scala') }}
     - name: Run benchmarks
       run: |
-        ./build/sbt -Pyarn -Pmesos -Pkubernetes -Phive -Phive-thriftserver -Phadoop-cloud -Pkinesis-asl -Pspark-ganglia-lgpl test:package
+        dev/change-scala-version.sh ${{ github.event.inputs.scala }}
+        ./build/sbt -Pscala-${{ github.event.inputs.scala }} -Pyarn -Pmesos -Pkubernetes -Phive -Phive-thriftserver -Phadoop-cloud -Pkinesis-asl -Pspark-ganglia-lgpl Test/package
         # Make less noisy
         cp conf/log4j2.properties.template conf/log4j2.properties
         sed -i 's/rootLogger.level = info/rootLogger.level = warn/g' conf/log4j2.properties
@@ -109,13 +181,15 @@ jobs:
           --jars "`find . -name '*-SNAPSHOT-tests.jar' -o -name '*avro*-SNAPSHOT.jar' | paste -sd ',' -`" \
           "`find . -name 'spark-core*-SNAPSHOT-tests.jar'`" \
           "${{ github.event.inputs.class }}"
+        # Revert to default Scala version to clean up unnecessary git diff
+        dev/change-scala-version.sh 2.12
         # To keep the directory structure and file permissions, tar them
         # See also https://github.com/actions/upload-artifact#maintaining-file-permissions-and-case-sensitive-files
         echo "Preparing the benchmark results:"
-        tar -cvf benchmark-results-${{ github.event.inputs.jdk }}.tar `git diff --name-only` `git ls-files --others --exclude-standard`
+        tar -cvf benchmark-results-${{ github.event.inputs.jdk }}-${{ github.event.inputs.scala }}.tar `git diff --name-only` `git ls-files --others --exclude=tpcds-sf-1 --exclude-standard`
     - name: Upload benchmark results
-      uses: actions/upload-artifact@v2
+      uses: actions/upload-artifact@v3
       with:
-        name: benchmark-results-${{ github.event.inputs.jdk }}-${{ matrix.split }}
-        path: benchmark-results-${{ github.event.inputs.jdk }}.tar
+        name: benchmark-results-${{ github.event.inputs.jdk }}-${{ github.event.inputs.scala }}-${{ matrix.split }}
+        path: benchmark-results-${{ github.event.inputs.jdk }}-${{ github.event.inputs.scala }}.tar