discard """
  matrix: "--mm:refc; --mm:orc"
"""

import std/[stats, assertions]
import std/math


func `~=`(x, y: float32): bool =
  math.almostEqual(x, y)

template main() =
  var rs: RunningStat
  rs.push(@[1.0, 2.0, 1.0, 4.0, 1.0, 4.0, 1.0, 2.0])
  doAssert(rs.n == 8)
  doAssert rs.mean ~= 2.0
  doAssert rs.variance() ~= 1.5
  doAssert rs.varianceS() ~= 1.71428571
  doAssert rs.skewness() ~= 0.81649658
  doAssert rs.skewnessS() ~= 1.01835015
  doAssert rs.kurtosis() ~= -1.0
  doAssert rs.kurtosisS() ~= -0.7000000000000001

  var rs1, rs2: RunningStat
  rs1.push(@[1.0, 2.0, 1.0, 4.0])
  rs2.push(@[1.0, 4.0, 1.0, 2.0])
  let rs3 = rs1 + rs2
  doAssert rs3.variance ~= rs.variance
  doAssert rs3.skewness ~= rs.skewness
  doAssert rs3.kurtosis ~= rs.kurtosis
  rs1 += rs2
  doAssert rs1.variance ~= rs.variance
  doAssert rs1.skewness ~= rs.skewness
  doAssert rs1.kurtosis ~= rs.kurtosis
  rs1.clear()
  rs1.push(@[1.0, 2.2, 1.4, 4.9])
  doAssert rs1.sum ~= 9.5
  doAssert rs1.mean() ~= 2.375

  when not defined(cpu32):
    # XXX For some reason on 32bit CPUs these results differ
    var rr: RunningRegress
    rr.push(@[0.0, 1.0, 2.8, 3.0, 4.0], @[0.0, 1.0, 2.3, 3.0, 4.0])
    doAssert rr.slope() ~= 0.9695585996955861
    doAssert rr.intercept() ~= -0.03424657534246611
    doAssert rr.correlation() ~= 0.9905100362239381
    var rr1, rr2: RunningRegress
    rr1.push(@[0.0, 1.0], @[0.0, 1.0])
    rr2.push(@[2.8, 3.0, 4.0], @[2.3, 3.0, 4.0])
    let rr3 = rr1 + rr2
    doAssert rr3.correlation() ~= rr.correlation()
    doAssert rr3.slope() ~= rr.slope()
    doAssert rr3.intercept() ~= rr.intercept()

  block: # bug #18718
    var rs: RunningStat
    rs.push(-1.0)
    doAssert rs.max == -1.0

static: main()
main()