Fox docs

build.mill

@@ -1,7 +1,7 @@
 import mill.scalalib.publish.Scope.Test
 
 import $ivy.`com.github.lolgab::mill-crossplatform::0.2.4`
-import $ivy.`io.github.quafadas:millSite_mill0.12_2.13:0.0.36`
+import $ivy.`io.github.quafadas:millSite_mill0.12_2.13:0.0.38`
 import $ivy.`de.tototec::de.tobiasroeser.mill.vcs.version::0.4.0`
 import $ivy.`com.lihaoyi::mill-contrib-jmh:`
 import $ivy.`com.goyeau::mill-scalafix::0.4.2`
@@ -178,6 +178,12 @@ object jsSite extends SiteJSModule {
   override def moduleDeps = Seq(vecxt.js, vecxtensions.js)
   override def scalaVersion = vecxt.js.scalaVersion
   override def scalaJSVersion = vecxt.js.scalaJSVersion
+
+  override def scalaJsCompilerVersion: String = "3.6.2"
+
+
+  // override def allScalacOptions: T[Seq[String]] = super.allScalacOptions`() ++ Seq("-experimental", "-language:experimental.namedTuples")
+  override def scalacOptions: T[Seq[String]] = super.scalacOptions() ++ Seq("-experimental", "-language:experimental.namedTuples")
   override def moduleKind = ModuleKind.ESModule
   override def ivyDeps = super.ivyDeps() ++ Agg(
     ivy"org.scala-js::scalajs-dom::2.8.0",
@@ -206,4 +212,6 @@ object site extends SiteModule {
   override def moduleDeps = Seq(vecxt.jvm)
   override def scalaDocOptions = super.scalaDocOptions
 
+  override def scalacOptions: T[Seq[String]] = super.scalacOptions() ++ Seq("-experimental", "-language:experimental.namedTuples")
+
 }

jsSite/src/BenchmarkPlots.scala

@@ -4,7 +4,9 @@ import scala.NamedTuple.AnyNamedTuple
 import scala.annotation.meta.field
 import upickle.default.*
 import NamedTupleReadWriter.given
+import scala.annotation.experimental
 
+@experimental()
 object BenchmarkPlots:
   def addScalarBenchmark: String =
     val thePlot = BenchmarkPlotElements.schema ++

jsSite/src/PlotElements.scala

@@ -1,13 +1,13 @@
 package vecxt.plot
 
-import scala.NamedTuple.*
+// import scala.NamedTuple.*
 import scala.annotation.meta.field
 import upickle.default.*
 import NamedTupleReadWriter.given
 import scala.collection.immutable.Stream.Empty
 
 object BenchmarkPlotElements:
-  final val schema = (`$schema` = "https://vega.github.io/schema/vega-lite/v5.json")
+  final val schema: ($schema: String) = (`$schema` = "https://vega.github.io/schema/vega-lite/v5.json")
 
   val fakeData = (
     data = (

jsSite/src/facade.scala

@@ -27,7 +27,9 @@ import org.scalajs.dom.Element
 import scala.util.Random
 import org.scalajs.dom.Element
 import org.scalajs.dom.XMLHttpRequest
+import scala.annotation.experimental
 
+@experimental()
 object showJsDocs:
   def apply(path: String, node: Element, width: Int = 50) =
     val child = dom.document.createElement("div")

site/docs/_docs/benchmarks/sum.mdoc.md

@@ -18,6 +18,7 @@ And the function left in vexct over time (against regressions)
 ```scala mdoc:js sc:nocompile
 import vecxt.plot.*
 import vecxt.facades.*
+
 showJsDocs.fromSpec(BenchmarkPlots.sumBenchmarkOverTime, node)
 ```
 

site/docs/_docs/examples.mdoc.md

@@ -3,7 +3,7 @@ title: Vector Examples
 ---
 # Vector Examples
 
-Some basic exampeles.
+Some basic examples with doubles.
 
 ```scala mdoc
 import vecxt.all.*
@@ -33,3 +33,29 @@ cosineSimilarity(v1, v2)
 (v1(v1 <= 2)).printArr
 
 ```
+And Ints. Note that the API here is more limited at the moment.
+
+```scala mdoc:reset
+import vecxt.all.*
+import narr.*
+import vecxt.BoundsCheck.DoBoundsCheck.yes
+
+val v1 = NArray(1, 2, 3)
+val v2 = NArray(4, 5, 6)
+
+
+v1.dot(v2)
+
+(v1 + v2).printArr
+
+(v1 - v2).printArr
+
+(v1 > 2).printArr
+(v1 >= 2).printArr
+
+(v1 < 2).printArr
+(v1 <= 2).printArr
+
+(v1(v1 <= 2)).printArr
+
+```

vecxt/js-native/src/array.scala

@@ -6,6 +6,7 @@ import vecxt.BoundsCheck.BoundsCheck
 import scala.math.Ordering
 
 import narr.*
+import scala.reflect.ClassTag
 
 object JsNativeBooleanArrays:
 
@@ -129,6 +130,33 @@ object JsNativeDoubleArrays:
       res
     end -
 
+    inline def +(other: NArray[Int])(using inline boundsCheck: BoundsCheck): NArray[Int] =
+      dimCheck(vec, other)
+
+      val n = vec.length
+      val res = NArray.fill(n)(0)
+
+      var i = 0
+      while i < n do
+        res(i) = vec(i) + other(i)
+        i = i + 1
+      end while
+      res
+    end +
+
+    inline def dot(other: NArray[Int])(using inline boundsCheck: BoundsCheck): Int =
+      dimCheck(vec, other)
+      val n = vec.length
+      var sum = 0
+
+      var i = 0
+      while i < n do
+        sum += vec(i) * other(i)
+        i = i + 1
+      end while
+      sum
+    end dot
+
     inline def <(num: Int): NArray[Boolean] =
       logicalIdx((a, b) => a < b, num)
 

vecxt/js/src/array.scala

@@ -22,6 +22,9 @@ import scala.util.chaining.*
 import vecxt.BoundsCheck.BoundsCheck
 
 import narr.*
+import scala.reflect.ClassTag
+import scala.scalajs.js.annotation.JSBracketAccess
+import vecxt.JsNativeBooleanArrays.trues
 
 object arrayUtil:
   extension [A](d: Array[A]) def printArr: String = d.mkString("[", ",", "]")
@@ -52,12 +55,12 @@ object arrays:
 
   extension [A](v: js.Array[A]) inline def fill(a: A): Unit = v.asInstanceOf[JsArrayFacade].fill(a)
   extension (vec: js.Array[Boolean])
-    inline def countTrue: Int =
-      var sum = 0
-      for i <- 0 until vec.length do if vec(i) then sum = sum + 1
-      end for
-      sum
-    end countTrue
+    // inline def trues: Int =
+    //   var sum = 0
+    //   for i <- 0 until vec.length do if vec(i) then sum = sum + 1
+    //   end for
+    //   sum
+    // end trues
 
     inline def &&(thatIdx: js.Array[Boolean]): js.Array[Boolean] =
       val result = new js.Array[Boolean](vec.length)
@@ -72,28 +75,37 @@ object arrays:
       end for
       result
     end ||
-
-    // def copy: Array[Boolean] =
-    //   val copyOfThisVector: Array[Boolean] = new Array[Boolean](vec.length)
-    //   var i = 0
-    //   while i < vec.length do
-    //     copyOfThisVector(i) = vec(i)
-    //     i = i + 1
-    //   end while
-    //   copyOfThisVector
-    // end copy
   end extension
 
   extension (vec: NArray[Double])
     inline def update(idx: Int, d: Double)(using inline boundsCheck: BoundsCheck.BoundsCheck): Unit =
       indexCheck(vec, idx)
       vec(idx) = d
+    end update
+
+  end extension
+
+  extension (vec: NArray[Int])
+
+    def apply(index: js.Array[Boolean]): NArray[Int] =
+      val truely = index.trues
+      val newVec = NArray.ofSize[Int](truely)
+      var j = 0
+      for i <- 0 until index.length do
+        // println(s"i: $i  || j: $j || ${index(i)} ${vec(i)} ")
+        if index(i) then
+          newVec(j) = vec(i)
+          j += 1
+      end for
+      newVec
+    end apply
+  end extension
 
   extension (vec: NArray[Double])
 
     inline def apply(index: js.Array[Boolean])(using inline boundsCheck: BoundsCheck.BoundsCheck) =
       dimCheck(vec, index)
-      val trues = index.countTrue
+      val trues = index.trues
       val newVec = Float64Array(trues)
       var j = 0
       for i <- 0 until index.length do

vecxt/jvm/src/arrays.scala

@@ -24,6 +24,7 @@ import jdk.incubator.vector.ByteVector
 import jdk.incubator.vector.DoubleVector
 import jdk.incubator.vector.VectorOperators
 import jdk.incubator.vector.IntVector
+import scala.reflect.ClassTag
 
 object arrays:
 
@@ -79,7 +80,6 @@ object arrays:
       out
     end any
 
-    // TODO this may be sub-optimal - we want to move the accumulator out of the hot loop.
     inline def trues: Int =
       var i = 0
       var sum = 0
@@ -132,6 +132,7 @@ object arrays:
   end extension
 
   extension (vec: Array[Int])
+
     inline def =:=(num: Int): Array[Boolean] =
       logicalIdx(VectorOperators.EQ, num)
 
@@ -239,34 +240,83 @@ object arrays:
       temp
     end sum
 
-    inline def -(vec2: Array[Int])(using inline boundsCheck: BoundsCheck): Array[Int] =
+    inline def dot(vec2: Array[Int])(using inline boundsCheck: BoundsCheck): Int =
       dimCheck(vec, vec2)
       val newVec = Array.ofDim[Int](vec.length)
       var i = 0
+      var acc = IntVector.zero(spi)
+
+      while i < spi.loopBound(vec.length) do
+        acc = IntVector
+          .fromArray(spi, vec, i)
+          .mul(IntVector.fromArray(spi, vec2, i))
+          .add(acc)
+
+        i += spil
+      end while
+
+      var temp = acc.reduceLanes(VectorOperators.ADD)
+
+      while i < vec.length do
+        temp += vec(i) * vec2(i)
+        i += 1
+      end while
+      temp
+    end dot
+
+    inline def -(vec2: Array[Int])(using inline boundsCheck: BoundsCheck): Array[Int] =
+      dimCheck(vec, vec2)
+      vec.clone.tap(_ -= vec2)
+    end -
+
+    inline def -=(vec2: Array[Int])(using inline boundsCheck: BoundsCheck): Unit =
+      dimCheck(vec, vec2)
+      var i = 0
 
       while i < spi.loopBound(vec.length) do
         IntVector
           .fromArray(spi, vec, i)
           .sub(IntVector.fromArray(spi, vec2, i))
-          .intoArray(newVec, i)
+          .intoArray(vec, i)
         i += spil
       end while
 
       while i < vec.length do
-        newVec(i) = vec(i) - vec2(i)
+        vec(i) = vec(i) - vec2(i)
         i += 1
       end while
-      newVec
-    end -
+    end -=
 
-  end extension
+    inline def +(vec2: Array[Int])(using inline boundsCheck: BoundsCheck): Array[Int] =
+      dimCheck(vec, vec2)
+      vec.clone.tap(_ += vec2)
+    end +
 
-  extension (vec: Array[Double])
+    inline def +=(vec2: Array[Int])(using inline boundsCheck: BoundsCheck): Unit =
+      dimCheck(vec, vec2)
+      var i = 0
 
+      while i < spi.loopBound(vec.length) do
+        IntVector
+          .fromArray(spi, vec, i)
+          .add(IntVector.fromArray(spi, vec2, i))
+          .intoArray(vec, i)
+        i += spil
+      end while
+
+      while i < vec.length do
+        vec(i) = vec(i) + vec2(i)
+        i += 1
+      end while
+    end +=
+
+  end extension
+
+  extension [@specialized(Double, Int) A](vec: Array[A])(using ClassTag[A])
     inline def apply(index: Array[Boolean])(using inline boundsCheck: BoundsCheck) =
       dimCheck(vec, index)
       val trues = index.trues
-      val newVec: Array[Double] = new Array[Double](trues)
+      val newVec: Array[A] = new Array[A](trues)
       var j = 0
       for i <- 0 until index.length do
         // println(s"i: $i  || j: $j || ${index(i)} ${vec(i)} ")
@@ -276,6 +326,9 @@ object arrays:
       end for
       newVec
     end apply
+  end extension
+
+  extension (vec: Array[Double])
 
     /** Apparently, left packing is hard problem in SIMD land.
       * https://stackoverflow.com/questions/79025873/selecting-values-from-java-simd-doublevector