From 62c65fa963e139839b1459e6c9aaf80130ff01b7 Mon Sep 17 00:00:00 2001 From: karthik Date: Thu, 9 Jul 2020 13:26:50 +0000 Subject: [PATCH] Initial commit --- .gitignore | 11 ++ README.md | 26 +++ build.gradle | 45 +++++ gradle.properties | 14 ++ gradle/wrapper/gradle-wrapper.jar | Bin 0 -> 58910 bytes gradle/wrapper/gradle-wrapper.properties | 5 + gradlew | 185 ++++++++++++++++++ gradlew.bat | 104 ++++++++++ settings.gradle | 1 + .../barrelsofdata/sparkexamples/Driver.scala | 21 ++ src/test/resources/log4j-test.properties | 16 ++ .../sparkexamples/DriverTest.scala | 41 ++++ 12 files changed, 469 insertions(+) create mode 100644 .gitignore create mode 100644 README.md create mode 100644 build.gradle create mode 100644 gradle.properties create mode 100644 gradle/wrapper/gradle-wrapper.jar create mode 100644 gradle/wrapper/gradle-wrapper.properties create mode 100755 gradlew create mode 100644 gradlew.bat create mode 100644 settings.gradle create mode 100644 src/main/scala/com/barrelsofdata/sparkexamples/Driver.scala create mode 100644 src/test/resources/log4j-test.properties create mode 100644 src/test/scala/com/barrelsofdata/sparkexamples/DriverTest.scala diff --git a/.gitignore b/.gitignore new file mode 100644 index 0000000..625dd55 --- /dev/null +++ b/.gitignore @@ -0,0 +1,11 @@ +# Compiled classes +*.class +# Gradle files +.gralde +# IntelliJ IDEA files +.idea +# Build files +build +# Log files +*.log +logs diff --git a/README.md b/README.md new file mode 100644 index 0000000..c1d5848 --- /dev/null +++ b/README.md @@ -0,0 +1,26 @@ +# Spark Boilerplate +This is a boilerplate project for Apache Spark. The related blog post can be found at [https://www.barrelsofdata.com/spark-boilerplate-using-scala](https://www.barrelsofdata.com/spark-boilerplate-using-scala) + +## Build instructions +From the root of the project execute the below commands +- To clear all compiled classes, build and log directories +```shell script +./gradlew clean +``` +- To run tests +```shell script +./gradlew test +``` +- To build jar +```shell script +./gradlew shadowJar +``` +- All combined +```shell script +./gradlew clean test shadowJar +``` + +## Run +```shell script +spark-submit --master yarn --deploy-mode cluster build/libs/spark-boilerplate-1.0.jar +``` \ No newline at end of file diff --git a/build.gradle b/build.gradle new file mode 100644 index 0000000..77a8885 --- /dev/null +++ b/build.gradle @@ -0,0 +1,45 @@ +plugins { + id "scala" + id "com.github.johnrengelman.shadow" version "${shadowJarPluginVersion}" +} + +group "${projectGroup}" +version "${projectVersion}" + +repositories { + mavenCentral() +} + +dependencies { + compileOnly group: "org.scala-lang", name:"scala-library", version: "${scalaMajorVersion}.${scalaMinorVersion}" + + compileOnly group: "org.apache.spark", name: "spark-core_${scalaMajorVersion}", version: "${apacheSparkVersion}" + compileOnly group: "org.apache.spark", name: "spark-sql_${scalaMajorVersion}", version: "${apacheSparkVersion}" + + testImplementation group: "org.scalatest", name: "scalatest_${scalaMajorVersion}", version: "${scalaTestVersion}" +} + +configurations { + testImplementation.extendsFrom compileOnly +} + +task scalaTest(dependsOn: ['testClasses'], type: JavaExec) { + main = 'org.scalatest.tools.Runner' + args = ['-R', 'build/classes/scala/test', '-o'] + classpath = sourceSets.test.runtimeClasspath +} + +test.dependsOn scalaTest + +shadowJar { + mergeServiceFiles() + zip64 true + manifest { + attributes "Main-Class": "${mainClass}" + } + archiveFileName.set("${getArchiveBaseName().get()}-${projectVersion}.${getArchiveExtension().get()}") +} 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index 0000000..fbd7c51 --- /dev/null +++ b/gradlew @@ -0,0 +1,185 @@ +#!/usr/bin/env sh + +# +# Copyright 2015 the original author or authors. +# +# Licensed 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 +# +# https://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. +# + +############################################################################## +## +## Gradle start up script for UN*X +## +############################################################################## + +# Attempt to set APP_HOME +# Resolve links: $0 may be a link +PRG="$0" +# Need this for relative symlinks. +while [ -h "$PRG" ] ; do + ls=`ls -ld "$PRG"` + link=`expr "$ls" : '.*-> \(.*\)$'` + if expr "$link" : '/.*' > /dev/null; then + PRG="$link" + else + PRG=`dirname "$PRG"`"/$link" + fi +done +SAVED="`pwd`" +cd "`dirname \"$PRG\"`/" >/dev/null +APP_HOME="`pwd -P`" +cd "$SAVED" >/dev/null + +APP_NAME="Gradle" +APP_BASE_NAME=`basename "$0"` + +# Add default JVM options here. You can also use JAVA_OPTS and GRADLE_OPTS to pass JVM options to this script. +DEFAULT_JVM_OPTS='"-Xmx64m" "-Xms64m"' + +# Use the maximum available, or set MAX_FD != -1 to use that value. +MAX_FD="maximum" + +warn () { + echo "$*" +} + +die () { + echo + echo "$*" + echo + exit 1 +} + +# OS specific support (must be 'true' or 'false'). +cygwin=false +msys=false +darwin=false +nonstop=false +case "`uname`" in + CYGWIN* ) + cygwin=true + ;; + Darwin* ) + darwin=true + ;; + MINGW* ) + msys=true + ;; + NONSTOP* ) + nonstop=true + ;; +esac + +CLASSPATH=$APP_HOME/gradle/wrapper/gradle-wrapper.jar + + +# Determine the Java command to use to start the JVM. +if [ -n "$JAVA_HOME" ] ; then + if [ -x "$JAVA_HOME/jre/sh/java" ] ; then + # IBM's JDK on AIX uses strange locations for the executables + JAVACMD="$JAVA_HOME/jre/sh/java" + else + JAVACMD="$JAVA_HOME/bin/java" + fi + if [ ! -x "$JAVACMD" ] ; then + die "ERROR: JAVA_HOME is set to an invalid directory: $JAVA_HOME + +Please set the JAVA_HOME variable in your environment to match the +location of your Java installation." + fi +else + JAVACMD="java" + which java >/dev/null 2>&1 || die "ERROR: JAVA_HOME is not set and no 'java' command could be found in your PATH. + +Please set the JAVA_HOME variable in your environment to match the +location of your Java installation." +fi + +# Increase the maximum file descriptors if we can. +if [ "$cygwin" = "false" -a "$darwin" = "false" -a "$nonstop" = "false" ] ; then + MAX_FD_LIMIT=`ulimit -H -n` + if [ $? -eq 0 ] ; then + if [ "$MAX_FD" = "maximum" -o "$MAX_FD" = "max" ] ; then + MAX_FD="$MAX_FD_LIMIT" + fi + ulimit -n $MAX_FD + if [ $? -ne 0 ] ; then + warn "Could not set maximum file descriptor limit: $MAX_FD" + fi + else + warn "Could not query maximum file descriptor limit: $MAX_FD_LIMIT" + fi +fi + +# For Darwin, add options to specify how the application appears in the dock +if $darwin; then + GRADLE_OPTS="$GRADLE_OPTS \"-Xdock:name=$APP_NAME\" \"-Xdock:icon=$APP_HOME/media/gradle.icns\"" +fi + +# For Cygwin or MSYS, switch paths to Windows format before running java +if [ "$cygwin" = "true" -o "$msys" = "true" ] ; then + APP_HOME=`cygpath --path --mixed "$APP_HOME"` + CLASSPATH=`cygpath --path --mixed "$CLASSPATH"` + + JAVACMD=`cygpath --unix "$JAVACMD"` + + # We build the pattern for arguments to be converted via cygpath + ROOTDIRSRAW=`find -L / -maxdepth 1 -mindepth 1 -type d 2>/dev/null` + SEP="" + for dir in $ROOTDIRSRAW ; do + ROOTDIRS="$ROOTDIRS$SEP$dir" + SEP="|" + done + OURCYGPATTERN="(^($ROOTDIRS))" + # Add a user-defined pattern to the cygpath arguments + if [ "$GRADLE_CYGPATTERN" != "" ] ; then + OURCYGPATTERN="$OURCYGPATTERN|($GRADLE_CYGPATTERN)" + fi + # Now convert the arguments - kludge to limit ourselves to /bin/sh + i=0 + for arg in "$@" ; do + CHECK=`echo "$arg"|egrep -c "$OURCYGPATTERN" -` + CHECK2=`echo "$arg"|egrep -c "^-"` ### Determine if an option + + if [ $CHECK -ne 0 ] && [ $CHECK2 -eq 0 ] ; then ### Added a condition + eval `echo args$i`=`cygpath --path --ignore --mixed "$arg"` + else + eval `echo args$i`="\"$arg\"" + fi + i=`expr $i + 1` + done + case $i in + 0) set -- ;; + 1) set -- "$args0" ;; + 2) set -- "$args0" "$args1" ;; + 3) set -- "$args0" "$args1" "$args2" ;; + 4) set -- "$args0" "$args1" "$args2" "$args3" ;; + 5) set -- "$args0" "$args1" "$args2" "$args3" "$args4" ;; + 6) set -- "$args0" "$args1" "$args2" "$args3" "$args4" "$args5" ;; + 7) set -- "$args0" "$args1" "$args2" "$args3" "$args4" "$args5" "$args6" ;; + 8) set -- "$args0" "$args1" "$args2" "$args3" "$args4" "$args5" "$args6" "$args7" ;; + 9) set -- "$args0" "$args1" "$args2" "$args3" "$args4" "$args5" "$args6" "$args7" "$args8" ;; + esac +fi + +# Escape application args +save () { + for i do printf %s\\n "$i" | sed "s/'/'\\\\''/g;1s/^/'/;\$s/\$/' \\\\/" ; done + echo " " +} +APP_ARGS=`save "$@"` + +# Collect all arguments for the java command, following the shell quoting and substitution rules +eval set -- $DEFAULT_JVM_OPTS $JAVA_OPTS $GRADLE_OPTS "\"-Dorg.gradle.appname=$APP_BASE_NAME\"" -classpath "\"$CLASSPATH\"" org.gradle.wrapper.GradleWrapperMain "$APP_ARGS" + +exec "$JAVACMD" "$@" diff --git a/gradlew.bat b/gradlew.bat new file mode 100644 index 0000000..5093609 --- /dev/null +++ b/gradlew.bat @@ -0,0 +1,104 @@ +@rem +@rem Copyright 2015 the original author or authors. +@rem +@rem Licensed under the Apache License, Version 2.0 (the "License"); +@rem you may not use this file except in compliance with the License. +@rem You may obtain a copy of the License at +@rem +@rem https://www.apache.org/licenses/LICENSE-2.0 +@rem +@rem Unless required by applicable law or agreed to in writing, software +@rem distributed under the License is distributed on an "AS IS" BASIS, +@rem WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +@rem See the License for the specific language governing permissions and +@rem limitations under the License. +@rem + +@if "%DEBUG%" == "" @echo off +@rem ########################################################################## +@rem +@rem Gradle startup script for Windows +@rem +@rem ########################################################################## + +@rem Set local scope for the variables with windows NT shell +if "%OS%"=="Windows_NT" setlocal + +set DIRNAME=%~dp0 +if "%DIRNAME%" == "" set DIRNAME=. +set APP_BASE_NAME=%~n0 +set APP_HOME=%DIRNAME% + +@rem Resolve any "." and ".." in APP_HOME to make it shorter. +for %%i in ("%APP_HOME%") do set APP_HOME=%%~fi + +@rem Add default JVM options here. You can also use JAVA_OPTS and GRADLE_OPTS to pass JVM options to this script. +set DEFAULT_JVM_OPTS="-Xmx64m" "-Xms64m" + +@rem Find java.exe +if defined JAVA_HOME goto findJavaFromJavaHome + +set JAVA_EXE=java.exe +%JAVA_EXE% -version >NUL 2>&1 +if "%ERRORLEVEL%" == "0" goto init + +echo. +echo ERROR: JAVA_HOME is not set and no 'java' command could be found in your PATH. +echo. +echo Please set the JAVA_HOME variable in your environment to match the +echo location of your Java installation. + +goto fail + +:findJavaFromJavaHome +set JAVA_HOME=%JAVA_HOME:"=% +set JAVA_EXE=%JAVA_HOME%/bin/java.exe + +if exist "%JAVA_EXE%" goto init + +echo. +echo ERROR: JAVA_HOME is set to an invalid directory: %JAVA_HOME% +echo. +echo Please set the JAVA_HOME variable in your environment to match the +echo location of your Java installation. + +goto fail + +:init +@rem Get command-line arguments, handling Windows variants + +if not "%OS%" == "Windows_NT" goto win9xME_args + +:win9xME_args +@rem Slurp the command line arguments. +set CMD_LINE_ARGS= +set _SKIP=2 + +:win9xME_args_slurp +if "x%~1" == "x" goto execute + +set CMD_LINE_ARGS=%* + +:execute +@rem Setup the command line + +set CLASSPATH=%APP_HOME%\gradle\wrapper\gradle-wrapper.jar + + +@rem Execute Gradle +"%JAVA_EXE%" %DEFAULT_JVM_OPTS% %JAVA_OPTS% %GRADLE_OPTS% "-Dorg.gradle.appname=%APP_BASE_NAME%" -classpath "%CLASSPATH%" org.gradle.wrapper.GradleWrapperMain %CMD_LINE_ARGS% + +:end +@rem End local scope for the variables with windows NT shell +if "%ERRORLEVEL%"=="0" goto mainEnd + +:fail +rem Set variable GRADLE_EXIT_CONSOLE if you need the _script_ return code instead of +rem the _cmd.exe /c_ return code! +if not "" == "%GRADLE_EXIT_CONSOLE%" exit 1 +exit /b 1 + +:mainEnd +if "%OS%"=="Windows_NT" endlocal + +:omega diff --git a/settings.gradle b/settings.gradle new file mode 100644 index 0000000..d63964b --- /dev/null +++ b/settings.gradle @@ -0,0 +1 @@ +rootProject.name = 'spark-boilerplate' diff --git a/src/main/scala/com/barrelsofdata/sparkexamples/Driver.scala b/src/main/scala/com/barrelsofdata/sparkexamples/Driver.scala new file mode 100644 index 0000000..3b323b2 --- /dev/null +++ b/src/main/scala/com/barrelsofdata/sparkexamples/Driver.scala @@ -0,0 +1,21 @@ +package com.barrelsofdata.sparkexamples + +import org.apache.log4j.Logger +import org.apache.spark.sql.SparkSession + +object Driver { + + val JOB_NAME: String = "Boilerplate" + val LOG: Logger = Logger.getLogger(this.getClass.getCanonicalName) + + def main(args: Array[String]): Unit = { + + val spark: SparkSession = SparkSession.builder().appName(JOB_NAME).getOrCreate() + spark.sql("SELECT 'hello' AS col1").show() + + LOG.info("Dummy info message") + LOG.warn("Dummy warn message") + LOG.error("Dummy error message") + } + +} diff --git a/src/test/resources/log4j-test.properties b/src/test/resources/log4j-test.properties new file mode 100644 index 0000000..bb8c065 --- /dev/null +++ b/src/test/resources/log4j-test.properties @@ -0,0 +1,16 @@ +log4j.rootLogger=INFO, console +log4j.logger.com.barrelsofdata.sparkexamples=INFO, console +log4j.additivity.com.barrelsofdata.sparkexamples=false + +log4j.appender.console=org.apache.log4j.ConsoleAppender +log4j.appender.console.target=System.out +log4j.appender.console.immediateFlush=true +log4j.appender.console.encoding=UTF-8 + +log4j.appender.console.layout=org.apache.log4j.PatternLayout +log4j.appender.console.layout.conversionPattern=%d{yyyy/MM/dd HH:mm:ss} %p %c: %m%n + +log4j.logger.org.apache=ERROR +log4j.logger.org.spark_project=ERROR +log4j.logger.org.sparkproject=ERROR +log4j.logger.parquet=ERROR \ No newline at end of file diff --git a/src/test/scala/com/barrelsofdata/sparkexamples/DriverTest.scala b/src/test/scala/com/barrelsofdata/sparkexamples/DriverTest.scala new file mode 100644 index 0000000..4fe948a --- /dev/null +++ b/src/test/scala/com/barrelsofdata/sparkexamples/DriverTest.scala @@ -0,0 +1,41 @@ +package com.barrelsofdata.sparkexamples + +import java.util.Properties + +import org.apache.log4j.{LogManager, Logger, PropertyConfigurator} +import org.apache.spark.sql.SparkSession +import org.scalatest.BeforeAndAfterAll +import org.scalatest.funsuite.AnyFunSuite + +class DriverTest extends AnyFunSuite with BeforeAndAfterAll { + + val JOB_NAME: String = "Driver Test Job" + val LOGGER_PROPERTIES: String = "log4j-test.properties" + val LOG: Logger = Logger.getLogger(this.getClass.getCanonicalName) + + var spark: SparkSession = _ + + def setupLogger(): Unit = { + val properties = new Properties + properties.load(getClass.getClassLoader.getResource(LOGGER_PROPERTIES).openStream()) + LogManager.resetConfiguration() + PropertyConfigurator.configure(properties) + } + + override def beforeAll: Unit = { + setupLogger() + LOG.info("Setting up spark session") + spark = SparkSession.builder().appName(JOB_NAME).master("local[*]").getOrCreate() + } + + test("Check if spark session is working") { + LOG.info("Testing spark job") + assertResult("hello")(spark.sql("SELECT 'hello'").collect().head.get(0)) + } + + override def afterAll: Unit = { + LOG.info("Closing spark session") + spark.close() + } + +} \ No newline at end of file