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[MXNET-1202] Change Builder class to use Parameter Builder Object for APIs that have more than 3 optional arguments #13159

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Nov 12, 2018
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Original file line number Diff line number Diff line change
Expand Up @@ -19,9 +19,9 @@

import org.junit.Test;

import java.util.ArrayList;
import java.util.Arrays;
import java.util.List;
import org.apache.mxnet.javaapi.NDArray.*;

import static org.junit.Assert.assertTrue;

Expand Down Expand Up @@ -71,15 +71,15 @@ public void testGenerated(){
NDArray$ NDArray = NDArray$.MODULE$;
float[] arr = new float[]{1.0f, 2.0f, 3.0f};
NDArray nd = new NDArray(arr, new Shape(new int[]{3}), new Context("cpu", 0));
float result = NDArray.norm(nd).invoke().get().toArray()[0];
float result = NDArray.norm(new normParam(nd)).get().toArray()[0];
float cal = 0.0f;
for (float ele : arr) {
cal += ele * ele;
}
cal = (float) Math.sqrt(cal);
assertTrue(Math.abs(result - cal) < 1e-5);
NDArray dotResult = new NDArray(new float[]{0}, new Shape(new int[]{1}), new Context("cpu", 0));
NDArray.dot(nd, nd).setout(dotResult).invoke().get();
NDArray.dot(new dotParam(nd, nd).setOut(dotResult)).get();
assertTrue(Arrays.equals(dotResult.toArray(), new float[]{14.0f}));
}
}
Original file line number Diff line number Diff line change
Expand Up @@ -203,27 +203,36 @@ private[mxnet] object APIDocGenerator{
}

def generateJavaAPISignature(func : absClassFunction) : String = {
val useParamObject = func.listOfArgs.count(arg => arg.isOptional) >= 2
var argDef = ListBuffer[String]()
var classDef = ListBuffer[String]()
func.listOfArgs.foreach(absClassArg => {
val currArgName = safetyNameCheck(absClassArg.argName)
// scalastyle:off
if (absClassArg.isOptional) {
classDef += s"def set${absClassArg.argName}(${absClassArg.argName} : ${absClassArg.argType}) : ${func.name}BuilderBase"
if (absClassArg.isOptional && useParamObject) {
classDef += s"def set${absClassArg.argName.capitalize}(${absClassArg.argName}: ${absClassArg.argType}): ${func.name}ParamBase"
}
else {
argDef += s"$currArgName : ${absClassArg.argType}"
}
// scalastyle:on
})
classDef += s"def setout(out : NDArray) : ${func.name}BuilderBase"
classDef += s"def invoke() : org.apache.mxnet.javaapi.NDArrayFuncReturn"
val experimentalTag = "@Experimental"
// scalastyle:off
var finalStr = s"$experimentalTag\ndef ${func.name} (${argDef.mkString(", ")}) : ${func.name}BuilderBase\n"
// scalastyle:on
finalStr += s"abstract class ${func.name}BuilderBase {\n ${classDef.mkString("\n ")}\n}"
finalStr
val returnType = "org.apache.mxnet.javaapi.NDArrayFuncReturn"
if(useParamObject) {
classDef += s"def setOut(out : NDArray) : ${func.name}ParamBase"
classDef += s"def invoke() : $returnType"
s"""$experimentalTag
| def ${func.name}(po: ${func.name}ParamBase) : $returnType
| abstract class ${func.name}ParamBase(${argDef.mkString(",")}) {
| ${classDef.mkString("\n ")}
| }""".stripMargin
} else {
argDef += "out : NDArray"
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which NDArray does it take? javaapi.NDArray or mxnet.NDArray? shouldn't this take the java one?

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It takes the Java one

s"""$experimentalTag
| def ${func.name}(${argDef.mkString(", ")}) : $returnType
| """.stripMargin
}
}


Expand Down
Original file line number Diff line number Diff line change
Expand Up @@ -68,16 +68,17 @@ private[mxnet] object JavaNDArrayMacro {

newNDArrayFunctions.foreach { ndarrayfunction =>

val useParamObject = ndarrayfunction.listOfArgs.count(arg => arg.isOptional) >= 2
val header = if (useParamObject) "this." else ""
// Construct argument field with all required args
var argDef = ListBuffer[String]()
// Construct Optional Arg
var OptionArgDef = ListBuffer[String]()
// Construct function Implementation field (e.g norm)
var impl = ListBuffer[String]()
impl += "val map = scala.collection.mutable.Map[String, Any]()"
// scalastyle:off
impl += "val args= scala.collection.mutable.ArrayBuffer.empty[org.apache.mxnet.NDArray]"
// scalastyle:on
impl +=
"val args= scala.collection.mutable.ArrayBuffer.empty[org.apache.mxnet.NDArray]"
// Construct Class Implementation (e.g normBuilder)
var classImpl = ListBuffer[String]()
ndarrayfunction.listOfArgs.foreach({ ndarrayArg =>
Expand All @@ -88,9 +89,9 @@ private[mxnet] object JavaNDArrayMacro {
case "type" => "typeOf"
case _ => ndarrayArg.argName
}
if (ndarrayArg.isOptional) {
if (ndarrayArg.isOptional && useParamObject) {
OptionArgDef += s"private var $currArgName : ${ndarrayArg.argType} = null"
val tempDef = s"def set$currArgName($currArgName : ${ndarrayArg.argType})"
val tempDef = s"def set${currArgName.capitalize}($currArgName : ${ndarrayArg.argType})"
val tempImpl = s"this.$currArgName = $currArgName\nthis"
classImpl += s"$tempDef = {$tempImpl}"
} else {
Expand All @@ -100,35 +101,54 @@ private[mxnet] object JavaNDArrayMacro {
val returnType = "org.apache.mxnet.javaapi.NDArray"
val base =
if (ndarrayArg.argType.equals(returnType)) {
s"args += this.$currArgName"
s"args += $header$currArgName"
} else if (ndarrayArg.argType.equals(s"Array[$returnType]")){
s"this.$currArgName.foreach(args+=_)"
s"$header$currArgName.foreach(args+=_)"
} else {
"map(\"" + ndarrayArg.argName + "\") = this." + currArgName
"map(\"" + ndarrayArg.argName + "\") = " + header + currArgName
}
impl.append(
if (ndarrayArg.isOptional) s"if (this.$currArgName != null) $base"
if (ndarrayArg.isOptional) s"if ($header$currArgName != null) $base"
else base
)
})
// add default out parameter
classImpl +=
"def setout(out : org.apache.mxnet.javaapi.NDArray) = {this.out = out\nthis}"
impl += "if (this.out != null) map(\"out\") = this.out"
OptionArgDef += "private var out : org.apache.mxnet.NDArray = null"
if (useParamObject) {
classImpl +=
"def setOut(out : org.apache.mxnet.javaapi.NDArray) = {this.out = out\nthis}"
} else {
argDef += s"out: org.apache.mxnet.javaapi.NDArray"
}
impl += "if (" + header + "out != null) map(\"out\") = " + header + "out"
OptionArgDef += "var out : org.apache.mxnet.NDArray = null"
val returnType = "org.apache.mxnet.javaapi.NDArrayFuncReturn"
// scalastyle:off
// Combine and build the function string
impl += "org.apache.mxnet.NDArray.genericNDArrayFunctionInvoke(\"" + ndarrayfunction.name + "\", args.toSeq, map.toMap)"
val classDef = s"class ${ndarrayfunction.name}Builder(${argDef.mkString(",")}) extends ${ndarrayfunction.name}BuilderBase"
val classBody = s"${OptionArgDef.mkString("\n")}\n${classImpl.mkString("\n")}\ndef invoke() : $returnType = {${impl.mkString("\n")}}"
val classFinal = s"$classDef {$classBody}"
val functionDef = s"def ${ndarrayfunction.name} (${argDef.mkString(",")})"
val functionBody = s"new ${ndarrayfunction.name}Builder(${argDef.map(_.split(":")(0)).mkString(",")})"
val functionFinal = s"$functionDef : ${ndarrayfunction.name}BuilderBase = $functionBody"
// scalastyle:on
functionDefs += c.parse(functionFinal).asInstanceOf[DefDef]
classDefs += c.parse(classFinal).asInstanceOf[ClassDef]
impl += "org.apache.mxnet.NDArray.genericNDArrayFunctionInvoke(\"" +
ndarrayfunction.name + "\", args.toSeq, map.toMap)"
if (useParamObject) {
val classDef =
s"""class ${ndarrayfunction.name}Param(${argDef.mkString(",")})
| extends ${ndarrayfunction.name}ParamBase(${argDef.mkString(",")}) {
| ${OptionArgDef.mkString("\n")}
| ${classImpl.mkString("\n")}
| def invoke() : $returnType = {
| ${impl.mkString("\n")}
| }
| }""".stripMargin
classDefs += c.parse(classDef).asInstanceOf[ClassDef]
val funcDef =
s"""def ${ndarrayfunction.name}(po: ${ndarrayfunction.name}ParamBase): $returnType = {
| po.invoke()
| }""".stripMargin
functionDefs += c.parse(funcDef).asInstanceOf[DefDef]
} else {
val funcDef =
s"""def ${ndarrayfunction.name}(${argDef.mkString(",")}): $returnType = {
| ${impl.mkString("\n")}
| }""".stripMargin
functionDefs += c.parse(funcDef).asInstanceOf[DefDef]
}
}

structGeneration(c)(functionDefs.toList, classDefs.toList, annottees : _*)
Expand Down