Squeezing the Last Drop of Performance Out of Your Gradle Builds (Droidcon Paris 2015)

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source: https://xkcd.com/303/ 1 / 91

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Squeezing the Last Drop of Performance Out of Your Gradle Builds 2 / 91

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Obligatory Disclaimer - YMMV Your Mileage May Vary 3 / 91

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Always Measure First 4 / 91

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Gradle Build Lifecycle Three distinct phases: 1. Initialization 5 / 91

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Gradle Build Lifecycle Three distinct phases: 1. Initialization 2. Conﬁguration 6 / 91

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Gradle Build Lifecycle Three distinct phases: 1. Initialization 2. Conﬁguration 3. Execution 7 / 91

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Gradle Build Lifecycle Execution - the useful part where Gradle builds your app 8 / 91

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Gradle Build Lifecycle Execution - the useful part where Gradle builds your app Initialization, Conﬁguration - the time Gradle spends on ﬁguring out how to build your app, the overhead 9 / 91

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Initialization and Conﬁguration The overhead tax you have to pay whenever you invoke Gradle 10 / 91

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Measuring the Overhead Test subject: Google IO app 28 libraries 53149 method references http://github.com/google/iosched 11 / 91

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Measuring the Overhead The --dry-run command line ﬂag skips running all tasks $ ./gradlew :android:assembleDebug --dry-run ... :android:dexDebug SKIPPED :android:validateDebugSigning SKIPPED :android:packageDebug SKIPPED :android:zipalignDebug SKIPPED :android:assembleDebug SKIPPED BUILD SUCCESSFUL Total time: 4.256 secs 12 / 91

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Measuring the Overhead You can use the --profile ﬂag to get more information $ ./gradlew :android:assembleDebug --dry-run --profile $ open build/reports/profile/profile-2015-10-27-08-06-31.html 13 / 91

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Conﬁgure on Demand Without --configure-on-demand --configure-on-demand: $ ./gradlew :android:assembleDebug --dry-run ... BUILD SUCCESSFUL Total time: 4.286 secs With --configure-on-demand --configure-on-demand: $ ./gradlew :android:assembleDebug --dry-run --configure-on-demand ... BUILD SUCCESSFUL Total time: 3.574 secs 14 / 91

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Conﬁgure on Demand Enable conﬁgure on demand when invoking from the command line: echo echo 'org.gradle.configureondemand=true' >> \ ~/.gradle/gradle.properties 15 / 91

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Conﬁgure on Demand Enable conﬁgure on demand when invoking from the command line: echo echo 'org.gradle.configureondemand=true' >> \ ~/.gradle/gradle.properties Enable for Studio in Preferences -> Build, Execution, Deployment -> Compiler 16 / 91

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The Win So Far We've gone from 4.3 seconds to 3.6 seconds A 17% win! 17 / 91

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Gradle Daemon Without daemon: $ ./gradlew :android:assembleDebug --dry-run --no-daemon ... BUILD SUCCESSFUL Total time: 3.63 secs With daemon: $ ./gradlew :android:assembleDebug --dry-run --daemon ... BUILD SUCCESSFUL Total time: 1.709 secs 18 / 91

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Gradle Daemon Always use the Gradle daemon for command line: echo echo 'org.gradle.daemon=true' >> ~/.gradle/gradle.properties 19 / 91

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Gradle Daemon Always use the Gradle daemon for command line: echo echo 'org.gradle.daemon=true' >> ~/.gradle/gradle.properties For Android Studio, make sure that the Use in- process build option is set. You can ﬁnd it in Preferences -> Build, Execution, Deployment -> Compiler 20 / 91

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The Win So Far We've gone from 4.3 seconds to 1.7 seconds A 60% win! 21 / 91

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Gradle Version Gradle 2.2.1: $ ./gradlew :android:assembleDebug --dry-run ... BUILD SUCCESSFUL Total time: 1.536 secs Gradle 2.8: $ ./gradlew :android:assembleDebug --dry-run ... BUILD SUCCESSFUL Total time: 0.931 secs 22 / 91

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Gradle Version Update gradle in gradle/wrapper/gradle- wrapper.properties #Tue Dec 02 14:11:25 EST 2014 distributionBase=GRADLE_USER_HOME distributionPath=wrapper/dists zipStoreBase=GRADLE_USER_HOME zipStorePath=wrapper/dists distributionUrl=https\://services.gradle.org/distributions/gradle-2.8-all.zip 23 / 91

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The Win So Far We've gone from 4.3 seconds to 0.9 seconds A 78% win! 24 / 91

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JVM Version Java 1.6 Java 1.8 $ export export JAVA_HOME=`/usr/libexec/java_home -v '1.6'` $ ./gradlew :android:assembleDebug --dry-run --configure-on-demand ... BUILD SUCCESSFUL Total time: 1.29 secs $ export export JAVA_HOME=`/usr/libexec/java_home -v '1.8'` $ ./gradlew :android:assembleDebug --dry-run --configure-on-demand ... BUILD SUCCESSFUL Total time: 0.871 secs 25 / 91

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JVM Version Change the JDK used for Gradle in Android Studio. In File -> Project Structure: 26 / 91

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I/O Gradle does tons of IO! $ ./gradlew :android:assembleDebug $ strace -ff -o assemble.trace ./gradlew :android:assembleDebug $ grep -E "^(open|stat|fstat)" assemble.trace.* | wc -l 34479 27 / 91

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Avoid Heavy Computation def def cmd cmd = 'git rev-list HEAD HEAD --first-parent --count' def def gitVersion gitVersion = cmd.execute().text.trim().toInteger() android { defaultConfig { versionCode gitVersion } } $ time git rev-list master --first-parent --count 23030 hub rev-list master --first-parent --count 0.21s user 0.05s system 53% cpu 0.470 total That's a 470ms overhead for every Gradle build 29 / 91

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Avoid Heavy Computation def def gitVersion gitVersion() { if if (!System System.getenv('CI_BUILD')) { // don't care return return 1 } def def cmd cmd = 'git rev-list HEAD HEAD --first-parent --count' cmd.execute().text.trim().toInteger() } android { defaultConfig { versionCode gitVersion() } } 30 / 91

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Dependencies dependencies { compile 'com.google.code.gson:gson:2.+' } 31 / 91

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Dependencies dependencies { compile 'com.google.code.gson:gson:2.+' } $ date Tue Oct 27 09:22:29 EET 2015 $ ./gradlew :android:help help BUILD SUCCESSFUL Total time: 0.693 secs 32 / 91

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Dependencies dependencies { compile 'com.google.code.gson:gson:2.+' } $ date Tue Oct 27 09:22:29 EET 2015 $ ./gradlew :android:help help BUILD SUCCESSFUL Total time: 0.693 secs $ date Wed Oct 28 09:23:19 EET 2015 $ ./gradlew :android:help help BUILD SUCCESSFUL Total time: 1.84 secs 33 / 91

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Dependencies dependencies { compile 'com.google.code.gson:gson:2.+' } $ date Thu Oct 29 09:29:06 EET 2015 $ ./gradlew :android:help help --offline BUILD SUCCESSFUL Total time: 0.756 secs 34 / 91

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Dependencies dependencies { compile 'com.google.code.gson:gson:2.3' } 35 / 91

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Dependencies dependencies { compile 'com.google.code.gson:gson:2.3' } Reproducible builds, yaaay \o/ 36 / 91

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Continuous Builds $ time ./gradlew :android:test testDebugUnitTest BUILD SUCCESSFUL Total time: 0.859 secs 1.06s user 0.11s system 89% cpu 1.305 total 37 / 91

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Continuous Builds $ time ./gradlew :android:test testDebugUnitTest --continuous BUILD SUCCESSFUL Total time: 0.858 secs Waiting for for changes to input files of tasks... (ctrl-d to exit exit 38 / 91

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TL;DR Conﬁguration on Demand 39 / 91

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TL;DR Conﬁguration on Demand Gradle Daemon (and/or the in-process build in AS) 40 / 91

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TL;DR Conﬁguration on Demand Gradle Daemon (and/or the in-process build in AS) Newer versions of Gradle are faster 41 / 91

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TL;DR Conﬁguration on Demand Gradle Daemon (and/or the in-process build in AS) Newer versions of Gradle are faster JVM 1.8 is more performant than 1.6 42 / 91

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TL;DR Conﬁguration on Demand Gradle Daemon (and/or the in-process build in AS) Newer versions of Gradle are faster JVM 1.8 is more performant than 1.6 Avoid doing expensive things during the conﬁguration phase 43 / 91

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Execution Phase All of this is cool but my builds are still slow? 45 / 91

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Task Graph $ ./gradlew :jar 46 / 91

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Task Graph $ ./gradlew :jar :jar 47 / 91

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Task Graph $ ./gradlew :jar :jar :classes 48 / 91

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Task Graph $ ./gradlew :jar :jar :classes :compileJava 49 / 91

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Task Graph $ ./gradlew :jar :jar :classes :compileJava :processResources 50 / 91

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Task Graph $ ./gradlew :jar :jar :classes :compileJava :processResources 51 / 91

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Task Graph $ ./gradlew :jar :jar :classes :compileJava :processResources 52 / 91

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Task Graph $ ./gradlew :jar :jar :classes :compileJava :processResources 53 / 91

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Task Graph $ ./gradlew :jar :jar :classes :compileJava :processResources 54 / 91

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Task Graph $ ./gradlew :jar :jar :classes :compileJava :processResources 55 / 91

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Task Graph $ ./gradlew :jar :jar :classes :compileJava :processResources 56 / 91

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Task Graph $ ./gradlew :jar :jar :classes :compileJava :processResources 57 / 91

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Task Graph $ ./gradlew :jar :jar :classes :compileJava :processResources 58 / 91

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Task Graph $ ./gradlew :jar :jar :classes :compileJava :processResources 59 / 91

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Task Graph $ ./gradlew :jar :jar :classes :compileJava :processResources 60 / 91

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Task Graph $ ./gradlew :jar :jar :classes :compileJava :processResources 61 / 91

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Task Graph 62 / 91

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Task Graph :package :dex :compileJava :processResources res.ap_ R.java *.class classes.dex 63 / 91

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Build Breakdown - Iosched New ﬁle src/main/res/values/new_file.xml: Hello! $ ./gradlew :android:assembleDebug --profile BUILD SUCCESSFUL Total time: 7.664 secs 64 / 91

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Build Breakdown - Iosched 65 / 91

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Build Breakdown - Iosched Package cost: 1.297s Resource change cost: 0.939s merge resources - 0.208s process resources (aapt) - 0.731s Java change cost: 4.462s dex - 3.766s javac - 0.876s 66 / 91

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Changing Values android { defaultConfig { buildConfigField('String', 'BUILD_DATE', "\"${new Date()} ${new Date()}\"") } } 67 / 91

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Changing Values android { defaultConfig { resValue 'string', 'build_date', "${new Date()} ${new Date()}" } } 68 / 91

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Changing Values android { buildTypes { debug { // don't care resValue 'string', 'build_date', 'dev-build' } release { resValue 'string', 'build_date', "${new Date()}" } } } 69 / 91

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The Dexer Predexing For each library dependency, dex the classes into a .dex ﬁle and cache it. E.g.: gson:2.3 -> gson-2.3-9f28...2e3c.jar 70 / 91

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The Dexer Predexing For each library dependency, dex the classes into a .dex ﬁle and cache it. E.g.: gson:2.3 -> gson-2.3-9f28...2e3c.jar Dexing Dex the application .class ﬁles, merge the resulting dex with the pre-dexed libraries. 71 / 91

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The Dexer :dex :javaCompile :preDex *.class lib1.dex, lib2.dex, etc 72 / 91

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The minSdk 21 Trick android { productFlavors { dev { multiDexEnabled true minSdkVersion 21 } prod {} } } 73 / 91

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The minSdk 21 Trick $ ./gradlew :android:assembleDevDebug BUILD SUCCESSFUL Total time: 4.633 secs $ ./gradlew :android:assembleProdDebug BUILD SUCCESSFUL Total time: 6.599 secs 74 / 91

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The minSdk 21 Trick android { productFlavors { dev { multiDexEnabled true minSdkVersion 21 } prod { multiDexEnabled true minSdkVersion 15 } } } 75 / 91

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The minSdk 21 Trick $ ./gradlew :android:assembleDevDebug BUILD SUCCESSFUL Total time: 4.416 secs $ ./gradlew :android:assembleProdDebug BUILD SUCCESSFUL Total time: 20.703 secs 76 / 91

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Really Large Projects Build times in the order of minutes 77 / 91

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Really Large Projects Test subject: android-large-project (artiﬁcial!) Depends on 45 libraries Source contains 3 copies of Guava Produces 3 dex ﬁles and 150640 method references One line Java change takes 50 seconds $ ./gradlew :app:assembleDebug BUILD SUCCESSFUL Total time: 49.695 secs 78 / 91

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Really Large Projects One line Java change with minSdkVersion 21 takes 19 seconds android { defaultConfig { minSdkVersion 21 multiDexEnabled true } } $ ./gradlew :app:assembleDebug BUILD SUCCESSFUL Total time: 18.759 secs 79 / 91

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Really Large Projects Test subject: android-large-project (artiﬁcial!) Single line Java change --profile breakdown: 8.115s dex 6.662s javac 2.886s package 80 / 91

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Utilizing Predexing We have 3 guavas in app/src/main/java, lets move two of them out settings.gradle: app/build.gradle: dependencies { compile project(':guava1') compile project(':guava2') } include include ':app', ':guava1', ':guava2' // guava3 still in :app! 81 / 91

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Utilizing Predexing Single line Java change: $ ./gradlew :app:assembleDebug --profile BUILD SUCCESSFUL Total time: 9.592 secs Proﬁle output: 2.745s dex 2.362s javac 2.953s package 82 / 91

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Multi-Project Builds Let's make a change in both guava1 and guava2 libraries. $ echo echo 'class A {}' >> guava1/src/main/java/A.java $ echo echo 'class B {}' >> guava2/src/main/java/B.java $ ./gradlew :app:assembleDebug BUILD SUCCESSFUL Total time: 16.722 secs Wait, what? Shouldn't this be around 19 seconds? 83 / 91

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Multi-Project Builds javac in both guava1 and guava2 javac in app predex in app runs for guava1.jar and guava2.jar dex in app is UP-TO-DATE since the app classes haven't changed 84 / 91

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Parallel Task Execution Speeding up the build by using the --parallel ﬂag. $ echo echo 'class A {}' >> guava1/src/main/java/A.java $ echo echo 'class B {}' >> guava2/src/main/java/B.java $ ./gradlew :app:assembleDebug --parallel BUILD SUCCESSFUL Total time: 14.303 secs Requires decoupled projects! 85 / 91

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Incremental Javac compileJava { options.incremental = true } $ echo echo 'class A {}' >> guava1/src/main/java/A.java $ echo echo 'class B {}' >> guava2/src/main/java/B.java $ ./gradlew :app:assembleDebug --parallel BUILD SUCCESSFUL Total time: 11.37 secs 86 / 91

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Incremental Javac Works only for pure Java projects (for now) http://b.android.com/82411 87 / 91

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The Future Looks Brighter The gradle-experimental plugin will help with conﬁguration times The new Jack & Jill toolchain promises an incremental java->dex path 88 / 91

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Alternative Build Systems BUCK, Bazel, Pants The builds are really fast IDE and community support not there yet Requires rather substantial restructuring of the project 89 / 91

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JRebel for Android Relies on Gradle for resource processing and javac Makes the dex, package and install steps incremental Changes are applied into the already running VM http://bit.ly/jra-droidcon-gradle 90 / 91

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Squeezing the Last Drop of Performance Out of Your Gradle Builds [email protected] http://twitter.com/madisp http://speakerdeck.com/madisp 91 / 91