[MXNET-319] Javadoc fix

ci/docker/runtime_functions.sh

@@ -648,7 +648,7 @@ unittest_ubuntu_cpu_scala() {
 
 unittest_ubuntu_gpu_scala() {
     set -ex
-    make scalapkg USE_OPENCV=1 USE_BLAS=openblas USE_CUDA=1 USE_CUDA_PATH=/usr/local/cuda USE_CUDNN=1 USE_DIST_KVSTORE=1
+    make scalapkg USE_OPENCV=1 USE_BLAS=openblas USE_CUDA=1 USE_CUDA_PATH=/usr/local/cuda USE_CUDNN=1 USE_DIST_KVSTORE=1 SCALA_ON_GPU=1
     make scalatest USE_OPENCV=1 USE_BLAS=openblas USE_CUDA=1 USE_CUDA_PATH=/usr/local/cuda USE_CUDNN=1 SCALA_TEST_ON_GPU=1 USE_DIST_KVSTORE=1
 }
 

scala-package/core/pom.xml

@@ -65,6 +65,26 @@
         <groupId>org.scalastyle</groupId>
         <artifactId>scalastyle-maven-plugin</artifactId>
       </plugin>
+      <plugin>
+        <groupId>org.scalastyle</groupId>
+        <artifactId>scalastyle-maven-plugin</artifactId>
+      </plugin>
+      <plugin>
+        <groupId>net.alchim31.maven</groupId>
+        <artifactId>scala-maven-plugin</artifactId>
+        <version>3.3.2</version>
+        <configuration>
+        </configuration>
+        <executions>
+          <execution>
+            <phase>package</phase>
+            <id>attach-javadocs</id>
+            <goals>
+              <goal>doc-jar</goal>
+            </goals>
+          </execution>
+        </executions>
+      </plugin>
     </plugins>
   </build>
   <dependencies>

scala-package/core/src/main/scala/org/apache/mxnet/NDArray.scala

@@ -28,10 +28,11 @@ import scala.collection.mutable.{ArrayBuffer, ListBuffer}
 import scala.ref.WeakReference
 
 /**
- * NDArray API of mxnet
- */
+  * NDArray Object extends from NDArrayBase for abstract function signatures
+  * Main code will be generated during compile time through Macros
+  */
 @AddNDArrayFunctions(false)
-object NDArray {
+object NDArray extends NDArrayBase {
   implicit def getFirstResult(ret: NDArrayFuncReturn): NDArray = ret(0)
   private val logger = LoggerFactory.getLogger(classOf[NDArray])
 

scala-package/core/src/main/scala/org/apache/mxnet/Symbol.scala

@@ -822,8 +822,12 @@ class Symbol private(private[mxnet] val handle: SymbolHandle) extends WarnIfNotD
   }
 }
 
+/**
+  * Symbol Object extends from SymbolBase for abstract function signatures
+  * Main code will be generated during compile time through Macros
+  */
 @AddSymbolFunctions(false)
-object Symbol {
+object Symbol extends SymbolBase {
   private type SymbolCreateNamedFunc = Map[String, Any] => Symbol
   private val logger = LoggerFactory.getLogger(classOf[Symbol])
   private val functions: Map[String, SymbolFunction] = initSymbolModule()

scala-package/infer/pom.xml

@@ -65,6 +65,22 @@
                 <groupId>org.scalastyle</groupId>
                 <artifactId>scalastyle-maven-plugin</artifactId>
             </plugin>
+            <plugin>
+                <groupId>net.alchim31.maven</groupId>
+                <artifactId>scala-maven-plugin</artifactId>
+                <version>3.3.2</version>
+                <configuration>
+                </configuration>
+                <executions>
+                    <execution>
+                        <phase>package</phase>
+                        <id>attach-javadocs</id>
+                        <goals>
+                            <goal>doc-jar</goal>
+                        </goals>
+                    </execution>
+                </executions>
+            </plugin>
         </plugins>
     </build>
     <dependencies>

scala-package/macros/src/main/scala/org/apache/mxnet/APIDocGenerator.scala

@@ -19,8 +19,11 @@ package org.apache.mxnet
 
 import org.apache.mxnet.init.Base._
 import org.apache.mxnet.utils.CToScalaUtils
+import java.io._
+import java.security.MessageDigest
 
 import scala.collection.mutable.ListBuffer
+import scala.io.Source
 
 /**
   * This object will generate the Scala documentation of the new Scala API
@@ -35,15 +38,25 @@ private[mxnet] object APIDocGenerator{
 
   def main(args: Array[String]) : Unit = {
     val FILE_PATH = args(0)
-    absClassGen(FILE_PATH, true)
-    absClassGen(FILE_PATH, false)
+    val hashCollector = ListBuffer[String]()
+    hashCollector += absClassGen(FILE_PATH, true)
+    hashCollector += absClassGen(FILE_PATH, false)
+    hashCollector += nonTypeSafeClassGen(FILE_PATH, true)
+    hashCollector += nonTypeSafeClassGen(FILE_PATH, false)
+    val finalHash = hashCollector.mkString("\n")
   }
 
-  def absClassGen(FILE_PATH : String, isSymbol : Boolean) : Unit = {
+  def MD5Generator(input : String) : String = {
+    val md = MessageDigest.getInstance("MD5")
+    md.update(input.getBytes("UTF-8"))
+    val digest = md.digest()
+    org.apache.commons.codec.binary.Base64.encodeBase64URLSafeString(digest)
+  }
+
+  def absClassGen(FILE_PATH : String, isSymbol : Boolean) : String = {
     // scalastyle:off
     val absClassFunctions = getSymbolNDArrayMethods(isSymbol)
-    // TODO: Add Filter to the same location in case of refactor
-    val absFuncs = absClassFunctions.filterNot(_.name.startsWith("_")).map(absClassFunction => {
+    val absFuncs = absClassFunctions.map(absClassFunction => {
       val scalaDoc = generateAPIDocFromBackend(absClassFunction)
       val defBody = generateAPISignature(absClassFunction, isSymbol)
       s"$scalaDoc\n$defBody"
@@ -55,16 +68,44 @@ private[mxnet] object APIDocGenerator{
     val imports = "import org.apache.mxnet.annotation.Experimental"
     val absClassDef = s"abstract class $packageName"
     val finalStr = s"$apacheLicence\n$scalaStyle\n$packageDef\n$imports\n$absClassDef {\n${absFuncs.mkString("\n")}\n}"
+    val pw = new PrintWriter(new File(FILE_PATH + s"$packageName.scala"))
+    pw.write(finalStr)
+    pw.close()
+    MD5Generator(finalStr)
+  }
+
+  def nonTypeSafeClassGen(FILE_PATH : String, isSymbol : Boolean) : String = {
+    // scalastyle:off
+    val absClassFunctions = getSymbolNDArrayMethods(isSymbol)
+    val absFuncs = absClassFunctions.map(absClassFunction => {
+      val scalaDoc = generateAPIDocFromBackend(absClassFunction, false)
+      if (isSymbol) {
+        val defBody = s"def ${absClassFunction.name}(name : String = null, attr : Map[String, String] = null)(args : org.apache.mxnet.Symbol*)(kwargs : Map[String, Any] = null): org.apache.mxnet.Symbol"
+        s"$scalaDoc\n$defBody"
+      } else {
+        val defBodyWithKwargs = s"def ${absClassFunction.name}(kwargs: Map[String, Any] = null)(args: Any*) : org.apache.mxnet.NDArrayFuncReturn"
+        val defBody = s"def ${absClassFunction.name}(args: Any*) : org.apache.mxnet.NDArrayFuncReturn"
+        s"$scalaDoc\n$defBodyWithKwargs\n$scalaDoc\n$defBody"
+      }
+    })
+    val packageName = if (isSymbol) "SymbolBase" else "NDArrayBase"
+    val apacheLicence = "/*\n* Licensed to the Apache Software Foundation (ASF) under one or more\n* contributor license agreements.  See the NOTICE file distributed with\n* this work for additional information regarding copyright ownership.\n* The ASF licenses this file to You under the Apache License, Version 2.0\n* (the \"License\"); you may not use this file except in compliance with\n* the License.  You may obtain a copy of the License at\n*\n*    http://www.apache.org/licenses/LICENSE-2.0\n*\n* Unless required by applicable law or agreed to in writing, software\n* distributed under the License is distributed on an \"AS IS\" BASIS,\n* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n* See the License for the specific language governing permissions and\n* limitations under the License.\n*/\n"
+    val scalaStyle = "// scalastyle:off"
+    val packageDef = "package org.apache.mxnet"
+    val imports = "import org.apache.mxnet.annotation.Experimental"
+    val absClassDef = s"abstract class $packageName"
+    val finalStr = s"$apacheLicence\n$scalaStyle\n$packageDef\n$imports\n$absClassDef {\n${absFuncs.mkString("\n")}\n}"
     import java.io._
     val pw = new PrintWriter(new File(FILE_PATH + s"$packageName.scala"))
     pw.write(finalStr)
     pw.close()
+    MD5Generator(finalStr)
   }
 
   // Generate ScalaDoc type
-  def generateAPIDocFromBackend(func : absClassFunction) : String = {
+  def generateAPIDocFromBackend(func : absClassFunction, withParam : Boolean = true) : String = {
     val desc = func.desc.split("\n").map({ currStr =>
-      s"  * $currStr"
+      s"  * $currStr<br>"
     })
     val params = func.listOfArgs.map({ absClassArg =>
       val currArgName = absClassArg.argName match {
@@ -75,7 +116,11 @@ private[mxnet] object APIDocGenerator{
       s"  * @param $currArgName\t\t${absClassArg.argDesc}"
     })
     val returnType = s"  * @return ${func.returnType}"
-    s"  /**\n${desc.mkString("\n")}\n${params.mkString("\n")}\n$returnType\n  */"
+    if (withParam) {
+      s"  /**\n${desc.mkString("\n")}\n${params.mkString("\n")}\n$returnType\n  */"
+    } else {
+      s"  /**\n${desc.mkString("\n")}\n$returnType\n  */"
+    }
   }
 
   def generateAPISignature(func : absClassFunction, isSymbol : Boolean) : String = {
@@ -112,11 +157,12 @@ private[mxnet] object APIDocGenerator{
     val returnType = if (isSymbol) "Symbol" else "NDArray"
     _LIB.mxListAllOpNames(opNames)
     // TODO: Add '_linalg_', '_sparse_', '_image_' support
+    // TODO: Add Filter to the same location in case of refactor
     opNames.map(opName => {
       val opHandle = new RefLong
       _LIB.nnGetOpHandle(opName, opHandle)
       makeAtomicSymbolFunction(opHandle.value, opName, "org.apache.mxnet." + returnType)
-    }).toList
+    }).toList.filterNot(_.name.startsWith("_"))
   }
 
   // Create an atomic symbol function by handle and function name.
@@ -136,7 +182,7 @@ private[mxnet] object APIDocGenerator{
     val realName = if (aliasName == name.value) "" else s"(a.k.a., ${name.value})"
 
     val argList = argNames zip argTypes zip argDescs map { case ((argName, argType), argDesc) =>
-      val typeAndOption = CToScalaUtils.argumentCleaner(argType, returnType)
+      val typeAndOption = CToScalaUtils.argumentCleaner(argName, argType, returnType)
       new absClassArg(argName, typeAndOption._1, argDesc, typeAndOption._2)
     }
     new absClassFunction(aliasName, desc.value, argList.toList, returnType)

scala-package/macros/src/main/scala/org/apache/mxnet/NDArrayMacro.scala

@@ -225,7 +225,8 @@ private[mxnet] object NDArrayMacro {
     }
     // scalastyle:on println
     val argList = argNames zip argTypes map { case (argName, argType) =>
-      val typeAndOption = CToScalaUtils.argumentCleaner(argType, "org.apache.mxnet.NDArray")
+      val typeAndOption =
+        CToScalaUtils.argumentCleaner(argName, argType, "org.apache.mxnet.NDArray")
       new NDArrayArg(argName, typeAndOption._1, typeAndOption._2)
     }
     new NDArrayFunction(aliasName, argList.toList)

scala-package/macros/src/main/scala/org/apache/mxnet/SymbolMacro.scala

@@ -230,7 +230,8 @@ private[mxnet] object SymbolImplMacros {
     }
     // scalastyle:on println
     val argList = argNames zip argTypes map { case (argName, argType) =>
-        val typeAndOption = CToScalaUtils.argumentCleaner(argType, "org.apache.mxnet.Symbol")
+        val typeAndOption =
+          CToScalaUtils.argumentCleaner(argName, argType, "org.apache.mxnet.Symbol")
         new SymbolArg(argName, typeAndOption._1, typeAndOption._2)
     }
     new SymbolFunction(aliasName, argList.toList)

scala-package/macros/src/main/scala/org/apache/mxnet/utils/CToScalaUtils.scala

@@ -21,7 +21,8 @@ private[mxnet] object CToScalaUtils {
 
 
   // Convert C++ Types to Scala Types
-  def typeConversion(in : String, argType : String = "", returnType : String) : String = {
+  def typeConversion(in : String, argType : String = "",
+                     argName : String, returnType : String) : String = {
     in match {
       case "Shape(tuple)" | "ShapeorNone" => "org.apache.mxnet.Shape"
       case "Symbol" | "NDArray" | "NDArray-or-Symbol" => returnType
@@ -35,7 +36,7 @@ private[mxnet] object CToScalaUtils {
       case "boolean" | "booleanorNone" => "Boolean"
       case "tupleof<float>" | "tupleof<double>" | "ptr" | "" => "Any"
       case default => throw new IllegalArgumentException(
-        s"Invalid type for args: $default, $argType")
+        s"Invalid type for args: $default\nString argType: $argType\nargName: $argName")
     }
   }
 
@@ -47,10 +48,12 @@ private[mxnet] object CToScalaUtils {
     * The three field shown above do not usually come at the same time
     * This function used the above format to determine if the argument is
     * optional, what is it Scala type and possibly pass in a default value
+    * @param argName The name of the argument
     * @param argType Raw arguement Type description
     * @return (Scala_Type, isOptional)
     */
-  def argumentCleaner(argType : String, returnType : String) : (String, Boolean) = {
+  def argumentCleaner(argName: String,
+                      argType : String, returnType : String) : (String, Boolean) = {
     val spaceRemoved = argType.replaceAll("\\s+", "")
     var commaRemoved : Array[String] = new Array[String](0)
     // Deal with the case e.g: stype : {'csr', 'default', 'row_sparse'}
@@ -66,9 +69,9 @@ private[mxnet] object CToScalaUtils {
       // arg: Type, optional, default = Null
       require(commaRemoved(1).equals("optional"))
       require(commaRemoved(2).startsWith("default="))
-      (typeConversion(commaRemoved(0), argType, returnType), true)
+      (typeConversion(commaRemoved(0), argType, argName, returnType), true)
     } else if (commaRemoved.length == 2 || commaRemoved.length == 1) {
-      val tempType = typeConversion(commaRemoved(0), argType, returnType)
+      val tempType = typeConversion(commaRemoved(0), argType, argName, returnType)
       val tempOptional = tempType.equals("org.apache.mxnet.Symbol")
       (tempType, tempOptional)
     } else {

scala-package/macros/src/test/scala/org/apache/mxnet/MacrosSuite.scala

@@ -43,7 +43,7 @@ class MacrosSuite extends FunSuite with BeforeAndAfterAll {
     )
 
     for (idx <- input.indices) {
-      val result = CToScalaUtils.argumentCleaner(input(idx), "org.apache.mxnet.Symbol")
+      val result = CToScalaUtils.argumentCleaner("Sample", input(idx), "org.apache.mxnet.Symbol")
       assert(result._1 === output(idx)._1 && result._2 === output(idx)._2)
     }
   }

scala-package/pom.xml

@@ -340,6 +340,22 @@
           </execution>
         </executions>
       </plugin>
+      <plugin>
+        <groupId>net.alchim31.maven</groupId>
+        <artifactId>scala-maven-plugin</artifactId>
+        <version>3.3.2</version>
+        <configuration>
+        </configuration>
+        <executions>
+          <execution>
+            <phase>package</phase>
+            <id>attach-javadocs</id>
+            <goals>
+              <goal>doc-jar</goal>
+            </goals>
+          </execution>
+        </executions>
+      </plugin>
     </plugins>
   </build>
   <dependencies>