// Copyright ©2020 The Gonum Authors. All rights reserved. // Use of this source code is governed by a BSD-style // license that can be found in the LICENSE file. package testlapack import ( "fmt" "math" "testing" "gonum.org/v1/gonum/floats" "gonum.org/v1/gonum/internal/rand" "gonum.org/v1/gonum/lapack" ) type Dlangter interface { Dlangt(norm lapack.MatrixNorm, n int, dl, d, du []float64) float64 } func DlangtTest(t *testing.T, impl Dlangter) { rnd := rand.New(rand.NewSource(1)) for _, norm := range []lapack.MatrixNorm{lapack.MaxAbs, lapack.MaxRowSum, lapack.MaxColumnSum, lapack.Frobenius} { t.Run(normToString(norm), func(t *testing.T) { for _, n := range []int{0, 1, 2, 3, 4, 5, 10} { for iter := 0; iter < 10; iter++ { dlangtTest(t, impl, rnd, norm, n) } } }) } } func dlangtTest(t *testing.T, impl Dlangter, rnd *rand.Rand, norm lapack.MatrixNorm, n int) { const ( tol = 1e-14 extra = 10 ) name := fmt.Sprintf("n=%v", n) // Generate three random diagonals. dl := randomSlice(n+extra, rnd) dlCopy := make([]float64, len(dl)) copy(dlCopy, dl) d := randomSlice(n+1+extra, rnd) // Sometimes put a NaN into the matrix. if n > 0 && rnd.Float64() < 0.5 { d[rnd.Intn(n)] = math.NaN() } dCopy := make([]float64, len(d)) copy(dCopy, d) du := randomSlice(n+extra, rnd) duCopy := make([]float64, len(du)) copy(duCopy, du) // Deal with zero-sized matrices early. if n == 0 { got := impl.Dlangt(norm, n, nil, nil, nil) if got != 0 { t.Errorf("%v: unexpected result for zero-sized matrix with nil input", name) } got = impl.Dlangt(norm, n, dl, d, du) if !floats.Same(dl, dlCopy) { t.Errorf("%v: unexpected modification in dl", name) } if !floats.Same(d, dCopy) { t.Errorf("%v: unexpected modification in d", name) } if !floats.Same(du, duCopy) { t.Errorf("%v: unexpected modification in du", name) } if got != 0 { t.Errorf("%v: unexpected result for zero-sized matrix with non-nil input", name) } return } // Generate a dense representation of the matrix and compute the wanted result. a := zeros(n, n, n) for i := 0; i < n-1; i++ { a.Data[i*a.Stride+i] = d[i] a.Data[i*a.Stride+i+1] = du[i] a.Data[(i+1)*a.Stride+i] = dl[i] } a.Data[(n-1)*a.Stride+n-1] = d[n-1] got := impl.Dlangt(norm, n, dl, d, du) if !floats.Same(dl, dlCopy) { t.Errorf("%v: unexpected modification in dl", name) } if !floats.Same(d, dCopy) { t.Errorf("%v: unexpected modification in d", name) } if !floats.Same(du, duCopy) { t.Errorf("%v: unexpected modification in du", name) } want := dlange(norm, n, n, a.Data, a.Stride) if math.IsNaN(want) { if !math.IsNaN(got) { t.Errorf("%v: unexpected result with NaN element; got %v, want %v", name, got, want) } return } if norm == lapack.MaxAbs { if got != want { t.Errorf("%v: unexpected result; got %v, want %v", name, got, want) } return } diff := math.Abs(got - want) if diff > tol { t.Errorf("%v: unexpected result; got %v, want %v, diff=%v", name, got, want, diff) } }