package testblas import ( "math" "math/cmplx" "testing" "golang.org/x/exp/rand" "gonum.org/v1/gonum/blas" "gonum.org/v1/gonum/floats" ) func TestFlattenBanded(t *testing.T) { for i, test := range []struct { dense [][]float64 ku int kl int condensed [][]float64 }{ { dense: [][]float64{{3}}, ku: 0, kl: 0, condensed: [][]float64{{3}}, }, { dense: [][]float64{ {3, 4, 0}, }, ku: 1, kl: 0, condensed: [][]float64{ {3, 4}, }, }, { dense: [][]float64{ {3, 4, 0, 0, 0}, }, ku: 1, kl: 0, condensed: [][]float64{ {3, 4}, }, }, { dense: [][]float64{ {3, 4, 0}, {0, 5, 8}, {0, 0, 2}, {0, 0, 0}, {0, 0, 0}, }, ku: 1, kl: 0, condensed: [][]float64{ {3, 4}, {5, 8}, {2, math.NaN()}, {math.NaN(), math.NaN()}, {math.NaN(), math.NaN()}, }, }, { dense: [][]float64{ {3, 4, 6}, {0, 5, 8}, {0, 0, 2}, {0, 0, 0}, {0, 0, 0}, }, ku: 2, kl: 0, condensed: [][]float64{ {3, 4, 6}, {5, 8, math.NaN()}, {2, math.NaN(), math.NaN()}, {math.NaN(), math.NaN(), math.NaN()}, {math.NaN(), math.NaN(), math.NaN()}, }, }, { dense: [][]float64{ {3, 4, 6}, {1, 5, 8}, {0, 6, 2}, {0, 0, 7}, {0, 0, 0}, }, ku: 2, kl: 1, condensed: [][]float64{ {math.NaN(), 3, 4, 6}, {1, 5, 8, math.NaN()}, {6, 2, math.NaN(), math.NaN()}, {7, math.NaN(), math.NaN(), math.NaN()}, {math.NaN(), math.NaN(), math.NaN(), math.NaN()}, }, }, { dense: [][]float64{ {1, 2, 0}, {3, 4, 5}, {6, 7, 8}, {0, 9, 10}, {0, 0, 11}, }, ku: 1, kl: 2, condensed: [][]float64{ {math.NaN(), math.NaN(), 1, 2}, {math.NaN(), 3, 4, 5}, {6, 7, 8, math.NaN()}, {9, 10, math.NaN(), math.NaN()}, {11, math.NaN(), math.NaN(), math.NaN()}, }, }, { dense: [][]float64{ {1, 0, 0}, {3, 4, 0}, {6, 7, 8}, {0, 9, 10}, {0, 0, 11}, }, ku: 0, kl: 2, condensed: [][]float64{ {math.NaN(), math.NaN(), 1}, {math.NaN(), 3, 4}, {6, 7, 8}, {9, 10, math.NaN()}, {11, math.NaN(), math.NaN()}, }, }, { dense: [][]float64{ {1, 0, 0, 0, 0}, {3, 4, 0, 0, 0}, {1, 3, 5, 0, 0}, }, ku: 0, kl: 2, condensed: [][]float64{ {math.NaN(), math.NaN(), 1}, {math.NaN(), 3, 4}, {1, 3, 5}, }, }, } { condensed := flattenBanded(test.dense, test.ku, test.kl) correct := flatten(test.condensed) if !floats.Same(condensed, correct) { t.Errorf("Case %v mismatch. Want %v, got %v.", i, correct, condensed) } } } func TestFlattenTriangular(t *testing.T) { for i, test := range []struct { a [][]float64 ans []float64 ul blas.Uplo }{ { a: [][]float64{ {1, 2, 3}, {0, 4, 5}, {0, 0, 6}, }, ul: blas.Upper, ans: []float64{1, 2, 3, 4, 5, 6}, }, { a: [][]float64{ {1, 0, 0}, {2, 3, 0}, {4, 5, 6}, }, ul: blas.Lower, ans: []float64{1, 2, 3, 4, 5, 6}, }, } { a := flattenTriangular(test.a, test.ul) if !floats.Equal(a, test.ans) { t.Errorf("Case %v. Want %v, got %v.", i, test.ans, a) } } } func TestPackUnpackAsHermitian(t *testing.T) { rnd := rand.New(rand.NewSource(1)) for _, uplo := range []blas.Uplo{blas.Upper, blas.Lower} { for _, n := range []int{1, 2, 5, 50} { for _, lda := range []int{max(1, n), n + 11} { a := makeZGeneral(nil, n, n, lda) for i := 0; i < n; i++ { for j := i; j < n; j++ { a[i*lda+j] = complex(rnd.NormFloat64(), rnd.NormFloat64()) if i != j { a[j*lda+i] = cmplx.Conj(a[i*lda+j]) } } } aCopy := make([]complex128, len(a)) copy(aCopy, a) ap := zPack(uplo, n, a, lda) if !zsame(a, aCopy) { t.Errorf("Case uplo=%v,n=%v,lda=%v: zPack modified a", uplo, n, lda) } apCopy := make([]complex128, len(ap)) copy(apCopy, ap) art := zUnpackAsHermitian(uplo, n, ap) if !zsame(ap, apCopy) { t.Errorf("Case uplo=%v,n=%v,lda=%v: zUnpackAsHermitian modified ap", uplo, n, lda) } // Copy the round-tripped A into a matrix with the same stride // as the original. got := makeZGeneral(nil, n, n, lda) for i := 0; i < n; i++ { copy(got[i*lda:i*lda+n], art[i*n:i*n+n]) } if !zsame(got, a) { t.Errorf("Case uplo=%v,n=%v,lda=%v: zPack and zUnpackAsHermitian do not roundtrip", uplo, n, lda) } } } } }