breeze.math.Semiring.scala Maven / Gradle / Ivy
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package breeze.math
/*
Copyright 2012 David Hall
Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed to in writing, software
distributed under the License is distributed on an "AS IS" BASIS,
WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
See the License for the specific language governing permissions and
limitations under the License.
*/
import breeze.storage.DefaultArrayValue
/**
*
* @author dlwh
*/
trait Semiring[@specialized(Int,Short,Long,Float,Double) V] extends Serializable {
def zero : V
def one : V
def +(a : V, b : V) : V
def *(a : V, b : V) : V
def ==(a : V, b : V) : Boolean
def !=(a : V, b : V) : Boolean
def close(a: V, b: V, tolerance: Double=1E-4):Boolean = a == b
/** Returns the class manifest of the scalar type. */
def manifest : ClassManifest[V]
/** Returns the DefaultArrayValue for this type. Always this.zero. */
def defaultArrayValue : DefaultArrayValue[V]
}
object Semiring {
import Ring._
implicit val semiringD: Semiring[Double] = ringD
implicit val semiringFloat: Semiring[Float] = ringFloat
implicit val semiringInt: Semiring[Int] = ringInt
implicit val semiringLong: Semiring[Long] = ringLong
implicit val semiringShort: Semiring[Short] = ringShort
implicit object fieldB extends Semiring[Boolean] {
def zero = false
def one = true
def nan = throw new ArithmeticException("Operation resulted in boolean-valued NaN")
def ==(a : Boolean, b : Boolean) = a == b
def !=(a : Boolean, b : Boolean) = a != b
def +(a : Boolean, b : Boolean) = a || b
def *(a : Boolean, b : Boolean) = a && b
def norm(a : Boolean) = breeze.numerics.I(a)
def toDouble(a : Boolean) = breeze.numerics.I(a)
def isNaN(a : Boolean) = false
def manifest = implicitly[ClassManifest[Boolean]]
val defaultArrayValue = implicitly[DefaultArrayValue[Boolean]]
}
}
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