├── out ├── test │ └── classes │ │ ├── META-INF │ │ └── dev.tfk.kotlin_module │ │ └── dev │ │ └── tfk │ │ ├── TensorFlowSpec.class │ │ ├── TensorFlowSpec$1.class │ │ ├── models │ │ ├── ModelSpec.class │ │ ├── ModelSpec$1$1.class │ │ ├── ModelSpec$1$2.class │ │ ├── ModelSpec$1.class │ │ ├── ModelSpec$1$1$1.class │ │ ├── ModelSpec$1$2$1.class │ │ ├── ImageClassifierSpec.class │ │ ├── ImageClassifierSpec$1$1.class │ │ ├── ImageClassifierSpec$1.class │ │ └── ImageClassifierSpec$1$1$1.class │ │ ├── TensorFlowSpec$1$1$1.class │ │ └── TensorFlowSpec$1$1.class └── production │ └── classes │ ├── META-INF │ └── dev.tfk.kotlin_module │ └── dev │ └── tfk │ ├── Graph.class │ ├── MainKt.class │ ├── Tensor.class │ ├── Session.class │ ├── TensorFlow.class │ ├── models │ ├── Model.class │ ├── ImageClassifier.class │ ├── Model$Companion.class │ └── ImageClassifier$Companion.class │ └── TensorFlow$Companion.class ├── .gitattributes ├── gradle └── wrapper │ ├── gradle-wrapper.jar │ └── gradle-wrapper.properties ├── models ├── simple.pb └── inception.pb ├── examples └── images │ └── animal-pet-cute-kitten-45201.jpg ├── src ├── hello │ └── c │ │ └── hello.c ├── main │ └── kotlin │ │ └── dev │ │ └── tfk │ │ ├── TensorFlow.kt │ │ ├── models │ │ └── ImageClassifier.kt │ │ ├── Main.kt │ │ └── Graph.kt └── test │ └── kotlin │ └── dev │ └── tfk │ ├── TensorFlowSpec.kt │ ├── models │ ├── ImageClassifierSpec.kt │ └── ModelSpec.kt │ └── LinearRegressionSpec.kt ├── .gitignore ├── settings.gradle.kts ├── .github └── workflows │ └── validate-pr.yml ├── README.md ├── gradlew.bat └── gradlew /out/test/classes/META-INF/dev.tfk.kotlin_module: -------------------------------------------------------------------------------- 1 | "* -------------------------------------------------------------------------------- /out/production/classes/META-INF/dev.tfk.kotlin_module: -------------------------------------------------------------------------------- 1 |  2 |  3 | dev.tfkMainKt"* 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/out/production/classes/dev/tfk/models/ImageClassifier$Companion.class: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TensorFlow-Kotlin/tensorflow-kotlin/HEAD/out/production/classes/dev/tfk/models/ImageClassifier$Companion.class -------------------------------------------------------------------------------- /src/hello/c/hello.c: -------------------------------------------------------------------------------- 1 | #include 2 | #include 3 | 4 | JNIEXPORT jstring JNICALL Java_dev_tfk_Tensorflow_hello(JNIEnv *env, jobject obj) { 5 | return (*env)->NewStringUTF(env, "Hello World!"); 6 | } 7 | -------------------------------------------------------------------------------- /src/main/kotlin/dev/tfk/TensorFlow.kt: -------------------------------------------------------------------------------- 1 | package dev.tfk 2 | 3 | class TensorFlow { 4 | companion object { 5 | fun version(): String { 6 | return org.tensorflow.TensorFlow.version() 7 | } 8 | } 9 | } -------------------------------------------------------------------------------- /.gitignore: -------------------------------------------------------------------------------- 1 | # Ignore Gradle project-specific cache directory 2 | .gradle 3 | 4 | # Ignore Gradle build output directory 5 | build 6 | 7 | # Ignore Intellij directory 8 | .idea 9 | 10 | # Ignore macOS files 11 | .DS_Store 12 | -------------------------------------------------------------------------------- /src/main/kotlin/dev/tfk/models/ImageClassifier.kt: -------------------------------------------------------------------------------- 1 | package dev.tfk.models 2 | 3 | class ImageClassifier { 4 | companion object { 5 | fun predict(imageData: ByteArray): Int { 6 | return 1 7 | } 8 | } 9 | } -------------------------------------------------------------------------------- /gradle/wrapper/gradle-wrapper.properties: -------------------------------------------------------------------------------- 1 | distributionBase=GRADLE_USER_HOME 2 | distributionPath=wrapper/dists 3 | distributionUrl=https\://services.gradle.org/distributions/gradle-6.8.3-bin.zip 4 | zipStoreBase=GRADLE_USER_HOME 5 | zipStorePath=wrapper/dists 6 | -------------------------------------------------------------------------------- /src/test/kotlin/dev/tfk/TensorFlowSpec.kt: -------------------------------------------------------------------------------- 1 | package dev.tfk 2 | 3 | import io.kotest.core.spec.style.DescribeSpec 4 | import io.kotest.matchers.shouldBe 5 | 6 | class TensorFlowSpec : DescribeSpec({ 7 | describe("version") { 8 | it("should return the version of TensorFlow") { 9 | TensorFlow.version() shouldBe "2.4.1" 10 | } 11 | } 12 | }) 13 | -------------------------------------------------------------------------------- /settings.gradle.kts: -------------------------------------------------------------------------------- 1 | /* 2 | * This file was generated by the Gradle 'init' task. 3 | * 4 | * The settings file is used to specify which projects to include in your build. 5 | * 6 | * Detailed information about configuring a multi-project build in Gradle can be found 7 | * in the user manual at https://docs.gradle.org/5.4.1/userguide/multi_project_builds.html 8 | */ 9 | 10 | rootProject.name = "dev.tfk" 11 | -------------------------------------------------------------------------------- /src/main/kotlin/dev/tfk/Main.kt: -------------------------------------------------------------------------------- 1 | package dev.tfk 2 | 3 | fun main(args: Array) { 4 | val graph = Graph.fromFile("models/simple.pb") 5 | val inputData = arrayOf(arrayOf(4f, 3f, 2f, 1f)) 6 | val prediction = graph.predict(inputData) 7 | println("TensorFlow version: ${TensorFlow.version()}") 8 | println("Inputs: ${inputData.first().toList()}") 9 | println("Prediction: ${prediction?.toList()}") 10 | } 11 | -------------------------------------------------------------------------------- /src/test/kotlin/dev/tfk/models/ImageClassifierSpec.kt: -------------------------------------------------------------------------------- 1 | package dev.tfk.models 2 | 3 | import io.kotest.core.spec.style.DescribeSpec 4 | import io.kotest.matchers.shouldBe 5 | 6 | class ImageClassifierSpec : DescribeSpec({ 7 | describe("identifies an image") { 8 | val imageData = java.io.File("examples/images/animal-pet-cute-kitten-45201.jpg").readBytes() 9 | 10 | it("should identify the image") { 11 | ImageClassifier.predict(imageData) shouldBe 1 12 | } 13 | } 14 | }) -------------------------------------------------------------------------------- /src/test/kotlin/dev/tfk/models/ModelSpec.kt: -------------------------------------------------------------------------------- 1 | package dev.tfk.models 2 | 3 | import dev.tfk.Graph 4 | import dev.tfk.predict 5 | import io.kotest.core.spec.style.DescribeSpec 6 | import io.kotest.matchers.shouldBe 7 | import io.kotest.matchers.shouldNotBe 8 | 9 | class ModelSpec : DescribeSpec({ 10 | describe("load") { 11 | val graph = Graph.fromFile("models/simple.pb") 12 | 13 | it("loads a model to run") { 14 | graph shouldNotBe null 15 | } 16 | } 17 | 18 | describe("predict") { 19 | val graph = Graph.fromFile("models/simple.pb") 20 | val inputData = arrayOf(arrayOf(4f, 3f, 2f, 1f)) 21 | val prediction = graph.predict(inputData) 22 | 23 | it("should make a prediction") { 24 | prediction shouldBe arrayOf(41.0f, 51.5f, 62.0f) 25 | } 26 | } 27 | }) -------------------------------------------------------------------------------- /src/test/kotlin/dev/tfk/LinearRegressionSpec.kt: -------------------------------------------------------------------------------- 1 | package dev.tfk 2 | 3 | //import io.kotest.core.spec.style.DescribeSpec 4 | //import org.tensorflow.Shape 5 | //import java.util.* 6 | // 7 | //import org.tensorflow.op.core.Placeholder 8 | // 9 | //class LinearRegressionSpec : DescribeSpec({ 10 | // describe("linear regression training") { 11 | // // Prepare the X data 12 | // val xValues = floatArrayOf(1f, 2f, 3f, 4f, 5f, 6f, 7f, 8f, 9f, 10f) 13 | // // Prepare the Y data. 14 | // val yValues = floatArrayOf(0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 15 | // 0.0f, 0.0f, 0.0f) 16 | // for ((i, x) in xValues.withIndex()) { 17 | // yValues[i] = 10 * x + 2 + Random(42).nextDouble().toFloat() 18 | // } 19 | // 20 | // val X = Placeholder.create(Float::class.javaObjectType, 21 | // Placeholder.shape(Shape.scalar())) 22 | // val Y = tf.placeholder(Float::class.javaObjectType, 23 | // Placeholder.shape(Shape.scalar())) 24 | // } 25 | //}) -------------------------------------------------------------------------------- /src/main/kotlin/dev/tfk/Graph.kt: -------------------------------------------------------------------------------- 1 | package dev.tfk 2 | 3 | import org.tensorflow.Graph 4 | import org.tensorflow.Session 5 | import org.tensorflow.ndarray.StdArrays 6 | import org.tensorflow.proto.framework.GraphDef 7 | import org.tensorflow.types.TFloat32 8 | import java.io.File 9 | 10 | fun Graph.predict(inputData: Array>): Array? { 11 | val inputTensor = TFloat32.tensorOf(StdArrays.ndCopyOf(inputData)) 12 | val outputTensor = Session(this) 13 | .runner() 14 | .feed("input", inputTensor) 15 | .fetch("not_activated_output") 16 | .run() 17 | .first()!! 18 | return arrayOf( 19 | outputTensor.asRawTensor().data().asFloats().getFloat(0), 20 | outputTensor.asRawTensor().data().asFloats().getFloat(1), 21 | outputTensor.asRawTensor().data().asFloats().getFloat(2) 22 | ) 23 | } 24 | 25 | object Graph { 26 | fun fromFile(file: String): Graph = 27 | Graph().apply { importGraphDef(GraphDef.parseFrom(File(file).readBytes())) } 28 | } -------------------------------------------------------------------------------- /.github/workflows/validate-pr.yml: -------------------------------------------------------------------------------- 1 | # This workflow will build a docker container, publish it to Google Container Registry, and deploy it to GKE. 2 | # 3 | # To configure this workflow: 4 | # 5 | # 1. Ensure that your repository contains the necessary configuration for your Google Kubernetes Engine cluster, including deployment.yml, kustomization.yml, service.yml, etc. 6 | # 7 | # 2. Set up secrets in your workspace: GKE_PROJECT with the name of the project, GKE_EMAIL with the service account email, GKE_KEY with the Base64 encoded JSON service account key (https://github.com/GoogleCloudPlatform/github-actions/tree/docs/service-account-key/setup-gcloud#inputs). 8 | # 9 | # 3. Change the values for the GKE_ZONE, GKE_CLUSTER, IMAGE, REGISTRY_HOSTNAME and DEPLOYMENT_NAME environment variables (below). 10 | 11 | name: Validate Pull Request 12 | on: push 13 | 14 | jobs: 15 | setup-build-test: 16 | name: Setup, Build, Test 17 | runs-on: ubuntu-latest 18 | steps: 19 | 20 | - name: Checkout 21 | uses: actions/checkout@v2 22 | 23 | # Cache Gradle so it doesn't have to download for every run 24 | - name: Gradle Cache 25 | uses: actions/cache@v1 26 | env: 27 | cache-name: gradle 28 | with: 29 | path: ~/.gradle 30 | key: gradle 31 | 32 | - name: Execute Tests 33 | run: | 34 | ./gradlew clean test 35 | -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | # TensorFlow Kotlin 2 | 3 | ![Build Status](https://github.com/TensorFlow-Kotlin/tensorflow-kotlin/workflows/Validate%20Pull%20Request/badge.svg) 4 | 5 | This library is a Kotlin API for https://www.tensorflow.org. It attempts to provide most of the functionality provided by the official Python API, while at the same type being strongly-typed and adding some new features. It is a work in progress and primarily for research purposes. 6 | 7 | Please refer to the main website https://tfk.dev for documentation and tutorials. Here are some useful links to get started: 8 | 9 | - [Get Started](https://tfk.dev/get-started) 10 | - [Documentation](https://tfk.dev/docs) 11 | 12 | If you have any questions or would like to contribute, please feel free to contact the project maintainer, Matt Moore, at matt@mattmoore.io. 13 | 14 | ## Current State of Affairs 15 | 16 | This library is in its infancy. I am currently tinkering with many different ideas, some of which make their way into this repo. This project will involve a lot of work. As you'll see, I really have just a basic example of running a pre-trained model, which many tutorials around the web have already demonstrated. 17 | 18 | I am currently examining the best way to design this project. While my focus here is on Kotlin JVM and eventually Native, I would like to build this in a platform and language-agnostic way so that other languages can make use of it. 19 | 20 | ### Not Just TensorFlow 21 | 22 | Additionally, while this project is all about bringing TensorFlow to Kotlin, my ultimate goal is to build a full ML tool, including functionality for preparing and managing your data. Likely this repo will focus on the core TensorFlow capabilities and I will probably spin up another repo for the rest of the ML toolkit to make use of this library. 23 | 24 | ## Developer Setup 25 | 26 | 1. `git clone` this project. 27 | 1. `./gradlew build`. To run tests: `./gradlew test`. 28 | -------------------------------------------------------------------------------- /gradlew.bat: -------------------------------------------------------------------------------- 1 | @rem 2 | @rem Copyright 2015 the original author or authors. 3 | @rem 4 | @rem Licensed under the Apache License, Version 2.0 (the "License"); 5 | @rem you may not use this file except in compliance with the License. 6 | @rem You may obtain a copy of the License at 7 | @rem 8 | @rem https://www.apache.org/licenses/LICENSE-2.0 9 | @rem 10 | @rem Unless required by applicable law or agreed to in writing, software 11 | @rem distributed under the License is distributed on an "AS IS" BASIS, 12 | @rem WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. 13 | @rem See the License for the specific language governing permissions and 14 | @rem limitations under the License. 15 | @rem 16 | 17 | @if "%DEBUG%" == "" @echo off 18 | @rem ########################################################################## 19 | @rem 20 | @rem Gradle startup script for Windows 21 | @rem 22 | @rem ########################################################################## 23 | 24 | @rem Set local scope for the variables with windows NT shell 25 | if "%OS%"=="Windows_NT" setlocal 26 | 27 | set DIRNAME=%~dp0 28 | if "%DIRNAME%" == "" set DIRNAME=. 29 | set APP_BASE_NAME=%~n0 30 | set APP_HOME=%DIRNAME% 31 | 32 | @rem Resolve any "." and ".." in APP_HOME to make it shorter. 33 | for %%i in ("%APP_HOME%") do set APP_HOME=%%~fi 34 | 35 | @rem Add default JVM options here. You can also use JAVA_OPTS and GRADLE_OPTS to pass JVM options to this script. 36 | set DEFAULT_JVM_OPTS="-Xmx64m" "-Xms64m" 37 | 38 | @rem Find java.exe 39 | if defined JAVA_HOME goto findJavaFromJavaHome 40 | 41 | set JAVA_EXE=java.exe 42 | %JAVA_EXE% -version >NUL 2>&1 43 | if "%ERRORLEVEL%" == "0" goto execute 44 | 45 | echo. 46 | echo ERROR: JAVA_HOME is not set and no 'java' command could be found in your PATH. 47 | echo. 48 | echo Please set the JAVA_HOME variable in your environment to match the 49 | echo location of your Java installation. 50 | 51 | goto fail 52 | 53 | :findJavaFromJavaHome 54 | set JAVA_HOME=%JAVA_HOME:"=% 55 | set JAVA_EXE=%JAVA_HOME%/bin/java.exe 56 | 57 | if exist "%JAVA_EXE%" goto execute 58 | 59 | echo. 60 | echo ERROR: JAVA_HOME is set to an invalid directory: %JAVA_HOME% 61 | echo. 62 | echo Please set the JAVA_HOME variable in your environment to match the 63 | echo location of your Java installation. 64 | 65 | goto fail 66 | 67 | :execute 68 | @rem Setup the command line 69 | 70 | set CLASSPATH=%APP_HOME%\gradle\wrapper\gradle-wrapper.jar 71 | 72 | 73 | @rem Execute Gradle 74 | "%JAVA_EXE%" %DEFAULT_JVM_OPTS% %JAVA_OPTS% %GRADLE_OPTS% "-Dorg.gradle.appname=%APP_BASE_NAME%" -classpath "%CLASSPATH%" org.gradle.wrapper.GradleWrapperMain %* 75 | 76 | :end 77 | @rem End local scope for the variables with windows NT shell 78 | if "%ERRORLEVEL%"=="0" goto mainEnd 79 | 80 | :fail 81 | rem Set variable GRADLE_EXIT_CONSOLE if you need the _script_ return code instead of 82 | rem the _cmd.exe /c_ return code! 83 | if not "" == "%GRADLE_EXIT_CONSOLE%" exit 1 84 | exit /b 1 85 | 86 | :mainEnd 87 | if "%OS%"=="Windows_NT" endlocal 88 | 89 | :omega 90 | -------------------------------------------------------------------------------- /gradlew: -------------------------------------------------------------------------------- 1 | #!/usr/bin/env sh 2 | 3 | # 4 | # Copyright 2015 the original author or authors. 5 | # 6 | # Licensed under the Apache License, Version 2.0 (the "License"); 7 | # you may not use this file except in compliance with the License. 8 | # You may obtain a copy of the License at 9 | # 10 | # https://www.apache.org/licenses/LICENSE-2.0 11 | # 12 | # Unless required by applicable law or agreed to in writing, software 13 | # distributed under the License is distributed on an "AS IS" BASIS, 14 | # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. 15 | # See the License for the specific language governing permissions and 16 | # limitations under the License. 17 | # 18 | 19 | ############################################################################## 20 | ## 21 | ## Gradle start up script for UN*X 22 | ## 23 | ############################################################################## 24 | 25 | # Attempt to set APP_HOME 26 | # Resolve links: $0 may be a link 27 | PRG="$0" 28 | # Need this for relative symlinks. 29 | while [ -h "$PRG" ] ; do 30 | ls=`ls -ld "$PRG"` 31 | link=`expr "$ls" : '.*-> \(.*\)$'` 32 | if expr "$link" : '/.*' > /dev/null; then 33 | PRG="$link" 34 | else 35 | PRG=`dirname "$PRG"`"/$link" 36 | fi 37 | done 38 | SAVED="`pwd`" 39 | cd "`dirname \"$PRG\"`/" >/dev/null 40 | APP_HOME="`pwd -P`" 41 | cd "$SAVED" >/dev/null 42 | 43 | APP_NAME="Gradle" 44 | APP_BASE_NAME=`basename "$0"` 45 | 46 | # Add default JVM options here. You can also use JAVA_OPTS and GRADLE_OPTS to pass JVM options to this script. 47 | DEFAULT_JVM_OPTS='"-Xmx64m" "-Xms64m"' 48 | 49 | # Use the maximum available, or set MAX_FD != -1 to use that value. 50 | MAX_FD="maximum" 51 | 52 | warn () { 53 | echo "$*" 54 | } 55 | 56 | die () { 57 | echo 58 | echo "$*" 59 | echo 60 | exit 1 61 | } 62 | 63 | # OS specific support (must be 'true' or 'false'). 64 | cygwin=false 65 | msys=false 66 | darwin=false 67 | nonstop=false 68 | case "`uname`" in 69 | CYGWIN* ) 70 | cygwin=true 71 | ;; 72 | Darwin* ) 73 | darwin=true 74 | ;; 75 | MINGW* ) 76 | msys=true 77 | ;; 78 | NONSTOP* ) 79 | nonstop=true 80 | ;; 81 | esac 82 | 83 | CLASSPATH=$APP_HOME/gradle/wrapper/gradle-wrapper.jar 84 | 85 | 86 | # Determine the Java command to use to start the JVM. 87 | if [ -n "$JAVA_HOME" ] ; then 88 | if [ -x "$JAVA_HOME/jre/sh/java" ] ; then 89 | # IBM's JDK on AIX uses strange locations for the executables 90 | JAVACMD="$JAVA_HOME/jre/sh/java" 91 | else 92 | JAVACMD="$JAVA_HOME/bin/java" 93 | fi 94 | if [ ! -x "$JAVACMD" ] ; then 95 | die "ERROR: JAVA_HOME is set to an invalid directory: $JAVA_HOME 96 | 97 | Please set the JAVA_HOME variable in your environment to match the 98 | location of your Java installation." 99 | fi 100 | else 101 | JAVACMD="java" 102 | which java >/dev/null 2>&1 || die "ERROR: JAVA_HOME is not set and no 'java' command could be found in your PATH. 103 | 104 | Please set the JAVA_HOME variable in your environment to match the 105 | location of your Java installation." 106 | fi 107 | 108 | # Increase the maximum file descriptors if we can. 109 | if [ "$cygwin" = "false" -a "$darwin" = "false" -a "$nonstop" = "false" ] ; then 110 | MAX_FD_LIMIT=`ulimit -H -n` 111 | if [ $? -eq 0 ] ; then 112 | if [ "$MAX_FD" = "maximum" -o "$MAX_FD" = "max" ] ; then 113 | MAX_FD="$MAX_FD_LIMIT" 114 | fi 115 | ulimit -n $MAX_FD 116 | if [ $? -ne 0 ] ; then 117 | warn "Could not set maximum file descriptor limit: $MAX_FD" 118 | fi 119 | else 120 | warn "Could not query maximum file descriptor limit: $MAX_FD_LIMIT" 121 | fi 122 | fi 123 | 124 | # For Darwin, add options to specify how the application appears in the dock 125 | if $darwin; then 126 | GRADLE_OPTS="$GRADLE_OPTS \"-Xdock:name=$APP_NAME\" \"-Xdock:icon=$APP_HOME/media/gradle.icns\"" 127 | fi 128 | 129 | # For Cygwin or MSYS, switch paths to Windows format before running java 130 | if [ "$cygwin" = "true" -o "$msys" = "true" ] ; then 131 | APP_HOME=`cygpath --path --mixed "$APP_HOME"` 132 | CLASSPATH=`cygpath --path --mixed "$CLASSPATH"` 133 | 134 | JAVACMD=`cygpath --unix "$JAVACMD"` 135 | 136 | # We build the pattern for arguments to be converted via cygpath 137 | ROOTDIRSRAW=`find -L / -maxdepth 1 -mindepth 1 -type d 2>/dev/null` 138 | SEP="" 139 | for dir in $ROOTDIRSRAW ; do 140 | ROOTDIRS="$ROOTDIRS$SEP$dir" 141 | SEP="|" 142 | done 143 | OURCYGPATTERN="(^($ROOTDIRS))" 144 | # Add a user-defined pattern to the cygpath arguments 145 | if [ "$GRADLE_CYGPATTERN" != "" ] ; then 146 | OURCYGPATTERN="$OURCYGPATTERN|($GRADLE_CYGPATTERN)" 147 | fi 148 | # Now convert the arguments - kludge to limit ourselves to /bin/sh 149 | i=0 150 | for arg in "$@" ; do 151 | CHECK=`echo "$arg"|egrep -c "$OURCYGPATTERN" -` 152 | CHECK2=`echo "$arg"|egrep -c "^-"` ### Determine if an option 153 | 154 | if [ $CHECK -ne 0 ] && [ $CHECK2 -eq 0 ] ; then ### Added a condition 155 | eval `echo args$i`=`cygpath --path --ignore --mixed "$arg"` 156 | else 157 | eval `echo args$i`="\"$arg\"" 158 | fi 159 | i=`expr $i + 1` 160 | done 161 | case $i in 162 | 0) set -- ;; 163 | 1) set -- "$args0" ;; 164 | 2) set -- "$args0" "$args1" ;; 165 | 3) set -- "$args0" "$args1" "$args2" ;; 166 | 4) set -- "$args0" "$args1" "$args2" "$args3" ;; 167 | 5) set -- "$args0" "$args1" "$args2" "$args3" "$args4" ;; 168 | 6) set -- "$args0" "$args1" "$args2" "$args3" "$args4" "$args5" ;; 169 | 7) set -- "$args0" "$args1" "$args2" "$args3" "$args4" "$args5" "$args6" ;; 170 | 8) set -- "$args0" "$args1" "$args2" "$args3" "$args4" "$args5" "$args6" "$args7" ;; 171 | 9) set -- "$args0" "$args1" "$args2" "$args3" "$args4" "$args5" "$args6" "$args7" "$args8" ;; 172 | esac 173 | fi 174 | 175 | # Escape application args 176 | save () { 177 | for i do printf %s\\n "$i" | sed "s/'/'\\\\''/g;1s/^/'/;\$s/\$/' \\\\/" ; done 178 | echo " " 179 | } 180 | APP_ARGS=`save "$@"` 181 | 182 | # Collect all arguments for the java command, following the shell quoting and substitution rules 183 | eval set -- $DEFAULT_JVM_OPTS $JAVA_OPTS $GRADLE_OPTS "\"-Dorg.gradle.appname=$APP_BASE_NAME\"" -classpath "\"$CLASSPATH\"" org.gradle.wrapper.GradleWrapperMain "$APP_ARGS" 184 | 185 | exec "$JAVACMD" "$@" 186 | --------------------------------------------------------------------------------