// Copyright ©2016 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" "math/cmplx" "math/rand" "testing" "gonum.org/v1/gonum/blas" "gonum.org/v1/gonum/blas/blas64" ) type Dlaexcer interface { Dlaexc(wantq bool, n int, t []float64, ldt int, q []float64, ldq int, j1, n1, n2 int, work []float64) bool } func DlaexcTest(t *testing.T, impl Dlaexcer) { rnd := rand.New(rand.NewSource(1)) for _, wantq := range []bool{true, false} { for _, n := range []int{1, 2, 3, 4, 5, 6, 10, 18, 31, 53} { for _, extra := range []int{0, 1, 11} { for cas := 0; cas < 100; cas++ { j1 := rnd.Intn(n) n1 := min(rnd.Intn(3), n-j1) n2 := min(rnd.Intn(3), n-j1-n1) testDlaexc(t, impl, wantq, n, j1, n1, n2, extra, rnd) } } } } } func testDlaexc(t *testing.T, impl Dlaexcer, wantq bool, n, j1, n1, n2, extra int, rnd *rand.Rand) { const tol = 1e-14 tmat := randomGeneral(n, n, n+extra, rnd) // Zero out the lower triangle. for i := 1; i < n; i++ { for j := 0; j < i; j++ { tmat.Data[i*tmat.Stride+j] = 0 } } // Make any 2x2 diagonal block to be in Schur canonical form. if n1 == 2 { // Diagonal elements equal. tmat.Data[(j1+1)*tmat.Stride+j1+1] = tmat.Data[j1*tmat.Stride+j1] // Off-diagonal elements of opposite sign. c := rnd.NormFloat64() if math.Signbit(c) == math.Signbit(tmat.Data[j1*tmat.Stride+j1+1]) { c *= -1 } tmat.Data[(j1+1)*tmat.Stride+j1] = c } if n2 == 2 { // Diagonal elements equal. tmat.Data[(j1+n1+1)*tmat.Stride+j1+n1+1] = tmat.Data[(j1+n1)*tmat.Stride+j1+n1] // Off-diagonal elements of opposite sign. c := rnd.NormFloat64() if math.Signbit(c) == math.Signbit(tmat.Data[(j1+n1)*tmat.Stride+j1+n1+1]) { c *= -1 } tmat.Data[(j1+n1+1)*tmat.Stride+j1+n1] = c } tmatCopy := cloneGeneral(tmat) var q, qCopy blas64.General if wantq { q = eye(n, n+extra) qCopy = cloneGeneral(q) } work := nanSlice(n) ok := impl.Dlaexc(wantq, n, tmat.Data, tmat.Stride, q.Data, q.Stride, j1, n1, n2, work) prefix := fmt.Sprintf("Case n=%v, j1=%v, n1=%v, n2=%v, wantq=%v, extra=%v", n, j1, n1, n2, wantq, extra) if !generalOutsideAllNaN(tmat) { t.Errorf("%v: out-of-range write to T", prefix) } if wantq && !generalOutsideAllNaN(q) { t.Errorf("%v: out-of-range write to Q", prefix) } if !ok { if n1 == 1 && n2 == 1 { t.Errorf("%v: unexpected failure", prefix) } else { t.Logf("%v: Dlaexc returned false", prefix) } } if !ok || n1 == 0 || n2 == 0 || j1+n1 >= n { // Check that T is not modified. for i := 0; i < n; i++ { for j := 0; j < n; j++ { if tmat.Data[i*tmat.Stride+j] != tmatCopy.Data[i*tmatCopy.Stride+j] { t.Errorf("%v: ok == false but T[%v,%v] modified", prefix, i, j) } } } if !wantq { return } // Check that Q is not modified. for i := 0; i < n; i++ { for j := 0; j < n; j++ { if q.Data[i*q.Stride+j] != qCopy.Data[i*qCopy.Stride+j] { t.Errorf("%v: ok == false but Q[%v,%v] modified", prefix, i, j) } } } return } // Check that T is not modified outside of rows and columns [j1:j1+n1+n2]. for i := 0; i < n; i++ { if j1 <= i && i < j1+n1+n2 { continue } for j := 0; j < n; j++ { if j1 <= j && j < j1+n1+n2 { continue } diff := tmat.Data[i*tmat.Stride+j] - tmatCopy.Data[i*tmatCopy.Stride+j] if diff != 0 { t.Errorf("%v: unexpected modification of T[%v,%v]", prefix, i, j) } } } if n1 == 1 { // 1×1 blocks are swapped exactly. got := tmat.Data[(j1+n2)*tmat.Stride+j1+n2] want := tmatCopy.Data[j1*tmatCopy.Stride+j1] if want != got { t.Errorf("%v: unexpected value of T[%v,%v]. Want %v, got %v", prefix, j1+n2, j1+n2, want, got) } } else { // Check that the swapped 2×2 block is in Schur canonical form. // The n1×n1 block is now located at T[j1+n2,j1+n2]. a, b, c, d := extract2x2Block(tmat.Data[(j1+n2)*tmat.Stride+j1+n2:], tmat.Stride) if !isSchurCanonical(a, b, c, d) { t.Errorf("%v: 2×2 block at T[%v,%v] not in Schur canonical form", prefix, j1+n2, j1+n2) } ev1Got, ev2Got := schurBlockEigenvalues(a, b, c, d) // Check that the swapped 2×2 block has the same eigenvalues. // The n1×n1 block was originally located at T[j1,j1]. a, b, c, d = extract2x2Block(tmatCopy.Data[j1*tmatCopy.Stride+j1:], tmatCopy.Stride) ev1Want, ev2Want := schurBlockEigenvalues(a, b, c, d) if cmplx.Abs(ev1Got-ev1Want) > tol { t.Errorf("%v: unexpected first eigenvalue of 2×2 block at T[%v,%v]. Want %v, got %v", prefix, j1+n2, j1+n2, ev1Want, ev1Got) } if cmplx.Abs(ev2Got-ev2Want) > tol { t.Errorf("%v: unexpected second eigenvalue of 2×2 block at T[%v,%v]. Want %v, got %v", prefix, j1+n2, j1+n2, ev2Want, ev2Got) } } if n2 == 1 { // 1×1 blocks are swapped exactly. got := tmat.Data[j1*tmat.Stride+j1] want := tmatCopy.Data[(j1+n1)*tmatCopy.Stride+j1+n1] if want != got { t.Errorf("%v: unexpected value of T[%v,%v]. Want %v, got %v", prefix, j1, j1, want, got) } } else { // Check that the swapped 2×2 block is in Schur canonical form. // The n2×n2 block is now located at T[j1,j1]. a, b, c, d := extract2x2Block(tmat.Data[j1*tmat.Stride+j1:], tmat.Stride) if !isSchurCanonical(a, b, c, d) { t.Errorf("%v: 2×2 block at T[%v,%v] not in Schur canonical form", prefix, j1, j1) } ev1Got, ev2Got := schurBlockEigenvalues(a, b, c, d) // Check that the swapped 2×2 block has the same eigenvalues. // The n2×n2 block was originally located at T[j1+n1,j1+n1]. a, b, c, d = extract2x2Block(tmatCopy.Data[(j1+n1)*tmatCopy.Stride+j1+n1:], tmatCopy.Stride) ev1Want, ev2Want := schurBlockEigenvalues(a, b, c, d) if cmplx.Abs(ev1Got-ev1Want) > tol { t.Errorf("%v: unexpected first eigenvalue of 2×2 block at T[%v,%v]. Want %v, got %v", prefix, j1, j1, ev1Want, ev1Got) } if cmplx.Abs(ev2Got-ev2Want) > tol { t.Errorf("%v: unexpected second eigenvalue of 2×2 block at T[%v,%v]. Want %v, got %v", prefix, j1, j1, ev2Want, ev2Got) } } if !wantq { return } if !isOrthonormal(q) { t.Errorf("%v: Q is not orthogonal", prefix) } // Check that Q is unchanged outside of columns [j1:j1+n1+n2]. for i := 0; i < n; i++ { for j := 0; j < n; j++ { if j1 <= j && j < j1+n1+n2 { continue } diff := q.Data[i*q.Stride+j] - qCopy.Data[i*qCopy.Stride+j] if diff != 0 { t.Errorf("%v: unexpected modification of Q[%v,%v]", prefix, i, j) } } } // Check that Q^T TOrig Q == T. tq := eye(n, n) blas64.Gemm(blas.NoTrans, blas.NoTrans, 1, tmatCopy, q, 0, tq) qtq := eye(n, n) blas64.Gemm(blas.Trans, blas.NoTrans, 1, q, tq, 0, qtq) for i := 0; i < n; i++ { for j := 0; j < n; j++ { diff := qtq.Data[i*qtq.Stride+j] - tmat.Data[i*tmat.Stride+j] if math.Abs(diff) > tol { t.Errorf("%v: unexpected value of T[%v,%v]", prefix, i, j) } } } }