kmath-ast/reference/ArithmeticsEvaluator.g4

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

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

@@ -41,8 +41,7 @@ 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)
         ?: error("Numeric nodes are not supported by $this")
     is MST.Symbolic -> symbol(node.value)
@@ -62,6 +61,5 @@ fun <T> Algebra<T>.evaluate(node: MST): T {
         else -> binaryOperation(node.operation, evaluate(node.left), evaluate(node.right))
     }
 }
-}
 
 fun <T> MST.compile(algebra: Algebra<T>): T = algebra.evaluate(this)

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

@@ -5,6 +5,8 @@ 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.parser.ParseResult
 import com.github.h0tk3y.betterParse.parser.Parser
 import scientifik.kmath.operations.FieldOperations
@@ -15,42 +17,63 @@ import scientifik.kmath.operations.SpaceOperations
 /**
  * TODO move to common
  */
-private object ArithmeticsEvaluator : Grammar<MST>() {
+object ArithmeticsEvaluator : Grammar<MST>() {
-    val num by token("-?[\\d.]+(?:[eE]-?\\d+)?".toRegex())
+    private val num: Token by token("[\\d.]+(?:[eE]-?\\d+)?".toRegex())
-    val lpar by token("\\(".toRegex())
+    private val id: Token by token("[a-z_][\\da-z_]*".toRegex())
-    val rpar by token("\\)".toRegex())
+    private val lpar: Token by token("\\(".toRegex())
-    val mul by token("\\*".toRegex())
+    private val rpar: Token by token("\\)".toRegex())
-    val pow by token("\\^".toRegex())
+    private val comma: Token by token(",".toRegex())
-    val div by token("/".toRegex())
+    private val mul: Token by token("\\*".toRegex())
-    val minus by token("-".toRegex())
+    private val pow: Token by token("\\^".toRegex())
-    val plus by token("\\+".toRegex())
+    private val div: Token by token("/".toRegex())
-    val ws by token("\\s+".toRegex(), ignore = true)
+    private val minus: Token by token("-".toRegex())
+    private val plus: Token by token("\\+".toRegex())
+    private val ws: Token by token("\\s+".toRegex(), 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
 }

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

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)
+    }
 }