Merge remote-tracking branch 'origin/dev' into nd4j

# Conflicts:
#	build.gradle.kts

README.md

@@ -5,7 +5,7 @@
 
 Bintray:        [ ![Download](https://api.bintray.com/packages/mipt-npm/scientifik/kmath-core/images/download.svg) ](https://bintray.com/mipt-npm/scientifik/kmath-core/_latestVersion)
 
-Bintray-dev:    [ ![Download](https://api.bintray.com/packages/mipt-npm/dev/kmath-core/images/download.svg) ](https://bintray.com/mipt-npm/scientifik/kmath-core/_latestVersion)
+Bintray-dev:    [ ![Download](https://api.bintray.com/packages/mipt-npm/dev/kmath-core/images/download.svg) ](https://bintray.com/mipt-npm/dev/kmath-core/_latestVersion)
 
 # KMath
 Could be pronounced as `key-math`.

build.gradle.kts

@@ -12,6 +12,7 @@ allprojects {
         jcenter()
         maven("https://dl.bintray.com/kotlin/kotlinx")
         mavenCentral()
+        maven("https://dl.bintray.com/hotkeytlt/maven")
     }
 
     group = "scientifik"

kmath-ast/build.gradle.kts

@@ -1,10 +1,4 @@
-plugins {
+plugins { id("scientifik.mpp") }
-    id("scientifik.mpp")
-}
-
-repositories {
-    maven("https://dl.bintray.com/hotkeytlt/maven")
-}
 
 kotlin.sourceSets {
 //    all {
@@ -15,23 +9,15 @@ kotlin.sourceSets {
     commonMain {
         dependencies {
             api(project(":kmath-core"))
-            implementation("com.github.h0tk3y.betterParse:better-parse-multiplatform:0.4.0-alpha-3")
+            implementation("com.github.h0tk3y.betterParse:better-parse:0.4.0")
-            implementation("com.github.h0tk3y.betterParse:better-parse-multiplatform-metadata:0.4.0-alpha-3")
         }
     }
 
     jvmMain {
         dependencies {
-            implementation("com.github.h0tk3y.betterParse:better-parse-jvm:0.4.0-alpha-3")
             implementation("org.ow2.asm:asm:8.0.1")
             implementation("org.ow2.asm:asm-commons:8.0.1")
             implementation(kotlin("reflect"))
         }
     }
-
-    jsMain {
-        dependencies {
-            implementation("com.github.h0tk3y.betterParse:better-parse-js:0.4.0-alpha-3")
-        }
-    }
 }

kmath-ast/reference/ArithmeticsEvaluator.g4

@@ -0,0 +1,59 @@
+grammar ArithmeticsEvaluator;
+
+fragment DIGIT: '0'..'9';
+fragment LETTER: 'a'..'z';
+fragment CAPITAL_LETTER: 'A'..'Z';
+fragment UNDERSCORE: '_';
+
+ID: (LETTER | UNDERSCORE | CAPITAL_LETTER) (LETTER | UNDERSCORE | DIGIT | CAPITAL_LETTER)*;
+NUM: (DIGIT | '.')+ ([eE] [-+]? DIGIT+)?;
+MUL: '*';
+DIV: '/';
+PLUS: '+';
+MINUS: '-';
+POW: '^';
+COMMA: ',';
+LPAR: '(';
+RPAR: ')';
+WS: [ \n\t\r]+ -> skip;
+
+num
+    : NUM
+    ;
+
+singular
+    : ID
+    ;
+
+unaryFunction
+    : ID LPAR subSumChain RPAR
+    ;
+
+binaryFunction
+    : ID LPAR subSumChain COMMA subSumChain RPAR
+    ;
+
+term
+    : num
+    | singular
+    | unaryFunction
+    | binaryFunction
+    | MINUS term
+    | LPAR subSumChain RPAR
+    ;
+
+powChain
+    : term (POW term)*
+    ;
+
+divMulChain
+    : powChain ((DIV | MUL) powChain)*
+    ;
+
+subSumChain
+    : divMulChain ((PLUS | MINUS) divMulChain)*
+    ;
+
+rootParser
+    : subSumChain EOF
+    ;

kmath-ast/src/commonMain/kotlin/scientifik/kmath/ast/MST.kt

@@ -41,27 +41,28 @@ sealed class MST {
 
 //TODO add a function with named arguments
 
-fun <T> Algebra<T>.evaluate(node: MST): T {
+fun <T> Algebra<T>.evaluate(node: MST): T = when (node) {
-    return when (node) {
+    is MST.Numeric -> (this as? NumericAlgebra<T>)?.number(node.value)
-        is MST.Numeric -> (this as? NumericAlgebra<T>)?.number(node.value)
+        ?: error("Numeric nodes are not supported by $this")
-            ?: error("Numeric nodes are not supported by $this")
+    is MST.Symbolic -> symbol(node.value)
-        is MST.Symbolic -> symbol(node.value)
+    is MST.Unary -> unaryOperation(node.operation, evaluate(node.value))
-        is MST.Unary -> unaryOperation(node.operation, evaluate(node.value))
+    is MST.Binary -> when {
-        is MST.Binary -> when {
+        this !is NumericAlgebra -> binaryOperation(node.operation, evaluate(node.left), evaluate(node.right))
-            this !is NumericAlgebra -> binaryOperation(node.operation, evaluate(node.left), evaluate(node.right))
+
-            node.left is MST.Numeric && node.right is MST.Numeric -> {
+        node.left is MST.Numeric && node.right is MST.Numeric -> {
-                val number = RealField.binaryOperation(
+            val number = RealField.binaryOperation(
-                    node.operation,
+                node.operation,
-                    node.left.value.toDouble(),
+                node.left.value.toDouble(),
-                    node.right.value.toDouble()
+                node.right.value.toDouble()
-                )
+            )
-                number(number)
+
-            }
+            number(number)
-            node.left is MST.Numeric -> leftSideNumberOperation(node.operation, node.left.value, evaluate(node.right))
-            node.right is MST.Numeric -> rightSideNumberOperation(node.operation, evaluate(node.left), node.right.value)
-            else -> binaryOperation(node.operation, evaluate(node.left), evaluate(node.right))
         }
+
+        node.left is MST.Numeric -> leftSideNumberOperation(node.operation, node.left.value, evaluate(node.right))
+        node.right is MST.Numeric -> rightSideNumberOperation(node.operation, evaluate(node.left), node.right.value)
+        else -> binaryOperation(node.operation, evaluate(node.left), evaluate(node.right))
     }
 }
 
-fun <T> MST.compile(algebra: Algebra<T>): T = algebra.evaluate(this)
+fun <T> MST.compile(algebra: Algebra<T>): T = algebra.evaluate(this)

kmath-ast/src/commonMain/kotlin/scientifik/kmath/ast/parser.kt

@@ -5,6 +5,9 @@ import com.github.h0tk3y.betterParse.grammar.Grammar
 import com.github.h0tk3y.betterParse.grammar.parseToEnd
 import com.github.h0tk3y.betterParse.grammar.parser
 import com.github.h0tk3y.betterParse.grammar.tryParseToEnd
+import com.github.h0tk3y.betterParse.lexer.Token
+import com.github.h0tk3y.betterParse.lexer.TokenMatch
+import com.github.h0tk3y.betterParse.lexer.regexToken
 import com.github.h0tk3y.betterParse.parser.ParseResult
 import com.github.h0tk3y.betterParse.parser.Parser
 import scientifik.kmath.operations.FieldOperations
@@ -13,47 +16,69 @@ import scientifik.kmath.operations.RingOperations
 import scientifik.kmath.operations.SpaceOperations
 
 /**
- * TODO move to common
+ * TODO move to core
  */
-private object ArithmeticsEvaluator : Grammar<MST>() {
+object ArithmeticsEvaluator : Grammar<MST>() {
-    val num by token("-?[\\d.]+(?:[eE]-?\\d+)?".toRegex())
+    // TODO replace with "...".toRegex() when better-parse 0.4.1 is released
-    val lpar by token("\\(".toRegex())
+    private val num: Token by regexToken("[\\d.]+(?:[eE][-+]?\\d+)?")
-    val rpar by token("\\)".toRegex())
+    private val id: Token by regexToken("[a-z_A-Z][\\da-z_A-Z]*")
-    val mul by token("\\*".toRegex())
+    private val lpar: Token by regexToken("\\(")
-    val pow by token("\\^".toRegex())
+    private val rpar: Token by regexToken("\\)")
-    val div by token("/".toRegex())
+    private val comma: Token by regexToken(",")
-    val minus by token("-".toRegex())
+    private val mul: Token by regexToken("\\*")
-    val plus by token("\\+".toRegex())
+    private val pow: Token by regexToken("\\^")
-    val ws by token("\\s+".toRegex(), ignore = true)
+    private val div: Token by regexToken("/")
+    private val minus: Token by regexToken("-")
+    private val plus: Token by regexToken("\\+")
+    private val ws: Token by regexToken("\\s+", ignore = true)
 
-    val number: Parser<MST> by num use { MST.Numeric(text.toDouble()) }
+    private val number: Parser<MST> by num use { MST.Numeric(text.toDouble()) }
+    private val singular: Parser<MST> by id use { MST.Symbolic(text) }
 
-    val term: Parser<MST> by number or
+    private val unaryFunction: Parser<MST> by (id and skip(lpar) and parser(::subSumChain) and skip(rpar))
-            (skip(minus) and parser(this::term) map { MST.Unary(SpaceOperations.MINUS_OPERATION, it) }) or
+        .map { (id, term) -> MST.Unary(id.text, term) }
-            (skip(lpar) and parser(this::rootParser) and skip(rpar))
 
-    val powChain by leftAssociative(term, pow) { a, _, b ->
+    private val binaryFunction: Parser<MST> by id
+        .and(skip(lpar))
+        .and(parser(::subSumChain))
+        .and(skip(comma))
+        .and(parser(::subSumChain))
+        .and(skip(rpar))
+        .map { (id, left, right) -> MST.Binary(id.text, left, right) }
+
+    private val term: Parser<MST> by number
+        .or(binaryFunction)
+        .or(unaryFunction)
+        .or(singular)
+        .or(skip(minus) and parser(::term) map { MST.Unary(SpaceOperations.MINUS_OPERATION, it) })
+        .or(skip(lpar) and parser(::subSumChain) and skip(rpar))
+
+    private val powChain: Parser<MST> by leftAssociative(term = term, operator = pow) { a, _, b ->
         MST.Binary(PowerOperations.POW_OPERATION, a, b)
     }
 
-    val divMulChain: Parser<MST> by leftAssociative(powChain, div or mul use { type }) { a, op, b ->
+    private val divMulChain: Parser<MST> by leftAssociative(
-        if (op == div) {
+        term = powChain,
+        operator = div or mul use TokenMatch::type
+    ) { a, op, b ->
+        if (op == div)
             MST.Binary(FieldOperations.DIV_OPERATION, a, b)
-        } else {
+        else
             MST.Binary(RingOperations.TIMES_OPERATION, a, b)
-        }
     }
 
-    val subSumChain: Parser<MST> by leftAssociative(divMulChain, plus or minus use { type }) { a, op, b ->
+    private val subSumChain: Parser<MST> by leftAssociative(
-        if (op == plus) {
+        term = divMulChain,
+        operator = plus or minus use TokenMatch::type
+    ) { a, op, b ->
+        if (op == plus)
             MST.Binary(SpaceOperations.PLUS_OPERATION, a, b)
-        } else {
+        else
             MST.Binary(SpaceOperations.MINUS_OPERATION, a, b)
-        }
     }
 
     override val rootParser: Parser<MST> by subSumChain
 }
 
 fun String.tryParseMath(): ParseResult<MST> = ArithmeticsEvaluator.tryParseToEnd(this)
-fun String.parseMath(): MST = ArithmeticsEvaluator.parseToEnd(this)
+fun String.parseMath(): MST = ArithmeticsEvaluator.parseToEnd(this)

kmath-ast/src/jvmMain/kotlin/scientifik/kmath/asm/asm.kt

@@ -8,7 +8,6 @@ import scientifik.kmath.ast.MST
 import scientifik.kmath.ast.MstExpression
 import scientifik.kmath.expressions.Expression
 import scientifik.kmath.operations.Algebra
-import scientifik.kmath.operations.NumericAlgebra
 import kotlin.reflect.KClass
 
 /**
@@ -17,7 +16,19 @@ import kotlin.reflect.KClass
 fun <T : Any> MST.compileWith(type: KClass<T>, algebra: Algebra<T>): Expression<T> {
     fun AsmBuilder<T>.visit(node: MST) {
         when (node) {
-            is MST.Symbolic -> loadVariable(node.value)
+            is MST.Symbolic -> {
+                val symbol = try {
+                    algebra.symbol(node.value)
+                } catch (ignored: Throwable) {
+                    null
+                }
+
+                if (symbol != null)
+                    loadTConstant(symbol)
+                else
+                    loadVariable(node.value)
+            }
+
             is MST.Numeric -> loadNumeric(node.value)
 
             is MST.Unary -> buildAlgebraOperationCall(

kmath-ast/src/jvmMain/kotlin/scientifik/kmath/asm/internal/AsmBuilder.kt

@@ -288,7 +288,7 @@ internal class AsmBuilder<T> internal constructor(
     /**
      * Loads a [T] constant from [constants].
      */
-    private fun loadTConstant(value: T) {
+    internal fun loadTConstant(value: T) {
         if (classOfT in INLINABLE_NUMBERS) {
             val expectedType = expectationStack.pop()
             val mustBeBoxed = expectedType.sort == Type.OBJECT
@@ -340,7 +340,7 @@ internal class AsmBuilder<T> internal constructor(
         checkcast(type)
     }
 
-    fun loadNumeric(value: Number) {
+    internal fun loadNumeric(value: Number) {
         if (expectationStack.peek() == NUMBER_TYPE) {
             loadNumberConstant(value, true)
             expectationStack.pop()

kmath-ast/src/jvmTest/kotlin/scietifik/kmath/ast/ParserPrecedenceTest.kt

@@ -0,0 +1,36 @@
+package scietifik.kmath.ast
+
+import scientifik.kmath.ast.evaluate
+import scientifik.kmath.ast.parseMath
+import scientifik.kmath.operations.Field
+import scientifik.kmath.operations.RealField
+import kotlin.test.Test
+import kotlin.test.assertEquals
+
+internal class ParserPrecedenceTest {
+    private val f: Field<Double> = RealField
+
+    @Test
+    fun test1(): Unit = assertEquals(6.0, f.evaluate("2*2+2".parseMath()))
+
+    @Test
+    fun test2(): Unit = assertEquals(6.0, f.evaluate("2+2*2".parseMath()))
+
+    @Test
+    fun test3(): Unit = assertEquals(10.0, f.evaluate("2^3+2".parseMath()))
+
+    @Test
+    fun test4(): Unit = assertEquals(10.0, f.evaluate("2+2^3".parseMath()))
+
+    @Test
+    fun test5(): Unit = assertEquals(16.0, f.evaluate("2^3*2".parseMath()))
+
+    @Test
+    fun test6(): Unit = assertEquals(16.0, f.evaluate("2*2^3".parseMath()))
+
+    @Test
+    fun test7(): Unit = assertEquals(18.0, f.evaluate("2+2^3*2".parseMath()))
+
+    @Test
+    fun test8(): Unit = assertEquals(18.0, f.evaluate("2*2^3+2".parseMath()))
+}

kmath-ast/src/jvmTest/kotlin/scietifik/kmath/ast/ParserTest.kt

@@ -4,8 +4,10 @@ import scientifik.kmath.ast.evaluate
 import scientifik.kmath.ast.mstInField
 import scientifik.kmath.ast.parseMath
 import scientifik.kmath.expressions.invoke
+import scientifik.kmath.operations.Algebra
 import scientifik.kmath.operations.Complex
 import scientifik.kmath.operations.ComplexField
+import scientifik.kmath.operations.RealField
 import kotlin.test.Test
 import kotlin.test.assertEquals
 
@@ -22,4 +24,37 @@ internal class ParserTest {
         val res = ComplexField.mstInField { number(2) + number(2) * (number(2) + number(2)) }()
         assertEquals(Complex(10.0, 0.0), res)
     }
+
+    @Test
+    fun `evaluate MST with singular`() {
+        val mst = "i".parseMath()
+        val res = ComplexField.evaluate(mst)
+        assertEquals(ComplexField.i, res)
+    }
+
+
+    @Test
+    fun `evaluate MST with unary function`() {
+        val mst = "sin(0)".parseMath()
+        val res = RealField.evaluate(mst)
+        assertEquals(0.0, res)
+    }
+
+    @Test
+    fun `evaluate MST with binary function`() {
+        val magicalAlgebra = object : Algebra<String> {
+            override fun symbol(value: String): String = value
+
+            override fun unaryOperation(operation: String, arg: String): String = throw NotImplementedError()
+
+            override fun binaryOperation(operation: String, left: String, right: String): String = when (operation) {
+                "magic" -> "$left ★ $right"
+                else -> throw NotImplementedError()
+            }
+        }
+
+        val mst = "magic(a, b)".parseMath()
+        val res = magicalAlgebra.evaluate(mst)
+        assertEquals("a ★ b", res)
+    }
 }

kmath-core/src/commonMain/kotlin/scientifik/kmath/operations/NumberAlgebra.kt

@@ -1,5 +1,6 @@
 package scientifik.kmath.operations
 
+import scientifik.kmath.operations.RealField.pow
 import kotlin.math.abs
 import kotlin.math.pow as kpow
 
@@ -85,6 +86,11 @@ object RealField : ExtendedField<Double>, Norm<Double, Double> {
     override inline fun Double.times(b: Double) = this * b
 
     override inline fun Double.div(b: Double) = this / b
+
+    override fun binaryOperation(operation: String, left: Double, right: Double): Double = when (operation) {
+        PowerOperations.POW_OPERATION -> left pow right
+        else -> super.binaryOperation(operation, left, right)
+    }
 }
 
 @Suppress("EXTENSION_SHADOWED_BY_MEMBER", "OVERRIDE_BY_INLINE", "NOTHING_TO_INLINE")

kmath-core/src/jvmMain/kotlin/scientifik/kmath/operations/BigNumbers.kt

@@ -8,30 +8,48 @@ import java.math.MathContext
  * A field wrapper for Java [BigInteger]
  */
 object JBigIntegerField : Field<BigInteger> {
-    override val zero: BigInteger = BigInteger.ZERO
+    override val zero: BigInteger
-    override val one: BigInteger = BigInteger.ONE
+        get() = BigInteger.ZERO
 
-    override fun add(a: BigInteger, b: BigInteger): BigInteger = a.add(b)
+    override val one: BigInteger
-
+        get() = BigInteger.ONE
-    override fun multiply(a: BigInteger, k: Number): BigInteger = a.multiply(k.toInt().toBigInteger())
-
-    override fun multiply(a: BigInteger, b: BigInteger): BigInteger = a.multiply(b)
 
+    override fun number(value: Number): BigInteger = BigInteger.valueOf(value.toLong())
     override fun divide(a: BigInteger, b: BigInteger): BigInteger = a.div(b)
+    override fun add(a: BigInteger, b: BigInteger): BigInteger = a.add(b)
+    override fun BigInteger.minus(b: BigInteger): BigInteger = this.subtract(b)
+    override fun multiply(a: BigInteger, k: Number): BigInteger = a.multiply(k.toInt().toBigInteger())
+    override fun multiply(a: BigInteger, b: BigInteger): BigInteger = a.multiply(b)
+    override fun BigInteger.unaryMinus(): BigInteger = negate()
 }
 
 /**
  * A Field wrapper for Java [BigDecimal]
  */
-class JBigDecimalField(val mathContext: MathContext = MathContext.DECIMAL64) : Field<BigDecimal> {
+abstract class JBigDecimalFieldBase internal constructor(val mathContext: MathContext = MathContext.DECIMAL64) :
-    override val zero: BigDecimal = BigDecimal.ZERO
+    Field<BigDecimal>,
-    override val one: BigDecimal = BigDecimal.ONE
+    PowerOperations<BigDecimal> {
+    override val zero: BigDecimal
+        get() = BigDecimal.ZERO
+
+    override val one: BigDecimal
+        get() = BigDecimal.ONE
 
     override fun add(a: BigDecimal, b: BigDecimal): BigDecimal = a.add(b)
+    override fun BigDecimal.minus(b: BigDecimal): BigDecimal = subtract(b)
+    override fun number(value: Number): BigDecimal = BigDecimal.valueOf(value.toDouble())
 
     override fun multiply(a: BigDecimal, k: Number): BigDecimal =
         a.multiply(k.toDouble().toBigDecimal(mathContext), mathContext)
 
     override fun multiply(a: BigDecimal, b: BigDecimal): BigDecimal = a.multiply(b, mathContext)
     override fun divide(a: BigDecimal, b: BigDecimal): BigDecimal = a.divide(b, mathContext)
-}
+    override fun power(arg: BigDecimal, pow: Number): BigDecimal = arg.pow(pow.toInt(), mathContext)
+    override fun sqrt(arg: BigDecimal): BigDecimal = arg.sqrt(mathContext)
+    override fun BigDecimal.unaryMinus(): BigDecimal = negate(mathContext)
+
+}
+
+class JBigDecimalField(mathContext: MathContext = MathContext.DECIMAL64) : JBigDecimalFieldBase(mathContext) {
+    companion object : JBigDecimalFieldBase()
+}

kmath-dimensions/src/commonMain/kotlin/scientifik/kmath/dimensions/Dimensions.kt

@@ -31,5 +31,5 @@ object D2 : Dimension {
 }
 
 object D3 : Dimension {
-    override val dim: UInt get() = 31U
+    override val dim: UInt get() = 3U
-}
+}