Created
September 28, 2016 20:24
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trait NArray[I, A] { self => | |
def dims: List[Idx[I]] | |
def coords: data.Vector[A] | |
def resetCoords(v: data.Vector[A]): NArray[I, A] = | |
if (coords.dim == v.dim) { | |
new NArray[I, A] { | |
val dims = self.dims | |
val coords = v | |
} | |
} else throw NArrayError("Coordinate replacement is of the incorrect size.") | |
def mapDims(f: List[Idx[I]] => List[Idx[I]]): NArray[I, A] = | |
new NArray[I, A] { | |
val dims = f(self.dims) | |
val coords = self.coords | |
} | |
def mapTypes[J](f: I => J): NArray[J, A] = | |
new NArray[J, A] { | |
val dims = self.dims map { idx => f(idx.idxType) } | |
val coords = self.coords | |
} | |
def mapNames(f: String => String): NArray[I, A] = | |
new NArray[I, A] { | |
val dims = self.dims map { idx => f(idx.name) } | |
val coords = self.coords | |
} | |
def renameWith(mapping: Map[String, String]): NArray[I, A] = | |
new NArray[I, A] { | |
val dims = mapNames { idxn => | |
mapping find { kv => kv._1 == idxn } match { | |
case Some(kv) => kv._2 | |
case None => idxn | |
} | |
} | |
val coords = self.coords | |
} | |
def namesR: List[String] = dims.map(_.name) | |
def names: List[String] = namesR.sorted | |
def size(idxname: String): Int = dims.filter(_.name == idxname).head.dim | |
def sizesR: List[Int] = dims.map(_.dim) | |
def typeOf(idxname: String): I = dims.filter(_.name == idxname).head.idxType | |
def order: Int = dims.length | |
def mapArray[B](f: data.Vector[A] => data.Vector[B]): NArray[I, B] = | |
NArray.mkNArray(dims, f(coords)) | |
} | |
object NArray { | |
def mkNArray[I, A](dms: List[Idx[I]], vec: data.Vector[A]): NArray[I, A] = dms match { | |
case Nil => throw NArrayError("Cannot create an narray with empty dimensions, use scalar instead.") | |
case _ => | |
val ds = dms.map(_.dim) | |
val n = ds.product | |
val v = { | |
if (vec.dim == n && ds.min > 0) | |
vec | |
else throw NArrayError(s"Cannot create narray with ${ds.toString} dimensions and ${vec.dim} coordinates.") | |
} | |
new NArray[I, A] { | |
val dims = dms | |
val coords = v | |
} | |
} | |
def scalar[A](a: A): NArray[A, A] = | |
new NArray[A, A] { | |
val dims = List.empty[Idx[A]] | |
val coords = data.Vector.fromList(List(a)) | |
} | |
} |
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