// 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" "golang.org/x/exp/rand" "gonum.org/v1/gonum/blas" "gonum.org/v1/gonum/blas/blas64" "gonum.org/v1/gonum/lapack" ) type Dgtsver interface { Dgtsv(n, nrhs int, dl, d, du []float64, b []float64, ldb int) (ok bool) } func DgtsvTest(t *testing.T, impl Dgtsver) { rnd := rand.New(rand.NewSource(1)) for _, n := range []int{0, 1, 2, 3, 4, 5, 10, 25, 50} { for _, nrhs := range []int{0, 1, 2, 3, 4, 10} { for _, ldb := range []int{max(1, nrhs), nrhs + 3} { dgtsvTest(t, impl, rnd, n, nrhs, ldb) } } } } func dgtsvTest(t *testing.T, impl Dgtsver, rnd *rand.Rand, n, nrhs, ldb int) { const ( tol = 1e-14 extra = 10 ) name := fmt.Sprintf("Case n=%d,nrhs=%d,ldb=%d", n, nrhs, ldb) if n == 0 { ok := impl.Dgtsv(n, nrhs, nil, nil, nil, nil, ldb) if !ok { t.Errorf("%v: unexpected failure for zero size matrix", name) } return } // Generate three random diagonals. var ( d, dCopy []float64 dl, dlCopy []float64 du, duCopy []float64 ) d = randomSlice(n+1+extra, rnd) dCopy = make([]float64, len(d)) copy(dCopy, d) if n > 1 { dl = randomSlice(n+extra, rnd) dlCopy = make([]float64, len(dl)) copy(dlCopy, dl) du = randomSlice(n+extra, rnd) duCopy = make([]float64, len(du)) copy(duCopy, du) } b := randomGeneral(n, nrhs, ldb, rnd) got := cloneGeneral(b) ok := impl.Dgtsv(n, nrhs, dl, d, du, got.Data, got.Stride) if !ok { t.Fatalf("%v: unexpected failure in Dgtsv", name) return } // Compute A*X - B. dlagtm(blas.NoTrans, n, nrhs, 1, dlCopy, dCopy, duCopy, got.Data, got.Stride, -1, b.Data, b.Stride) anorm := dlangt(lapack.MaxColumnSum, n, dlCopy, dCopy, duCopy) bi := blas64.Implementation() var resid float64 for j := 0; j < nrhs; j++ { bnorm := bi.Dasum(n, b.Data[j:], b.Stride) xnorm := bi.Dasum(n, got.Data[j:], got.Stride) resid = math.Max(resid, bnorm/anorm/xnorm) } if resid > tol { t.Errorf("%v: unexpected result; resid=%v,want<=%v", name, resid, tol) } }