feat(modules): migrate to go modules and bump go version 1.14.4

- migrate to go module
- bump go version 1.14.4

Signed-off-by: prateekpandey14 <prateek.pandey@mayadata.io>

vendor/gonum.org/v1/gonum/mat/diagonal.go

@@ -0,0 +1,311 @@
+// Copyright ©2018 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 mat
+
+import (
+	"gonum.org/v1/gonum/blas"
+	"gonum.org/v1/gonum/blas/blas64"
+)
+
+var (
+	diagDense *DiagDense
+	_         Matrix          = diagDense
+	_         Diagonal        = diagDense
+	_         MutableDiagonal = diagDense
+	_         Triangular      = diagDense
+	_         TriBanded       = diagDense
+	_         Symmetric       = diagDense
+	_         SymBanded       = diagDense
+	_         Banded          = diagDense
+	_         RawBander       = diagDense
+	_         RawSymBander    = diagDense
+
+	diag Diagonal
+	_    Matrix     = diag
+	_    Diagonal   = diag
+	_    Triangular = diag
+	_    TriBanded  = diag
+	_    Symmetric  = diag
+	_    SymBanded  = diag
+	_    Banded     = diag
+)
+
+// Diagonal represents a diagonal matrix, that is a square matrix that only
+// has non-zero terms on the diagonal.
+type Diagonal interface {
+	Matrix
+	// Diag returns the number of rows/columns in the matrix.
+	Diag() int
+
+	// Bandwidth and TBand are included in the Diagonal interface
+	// to allow the use of Diagonal types in banded functions.
+	// Bandwidth will always return (0, 0).
+	Bandwidth() (kl, ku int)
+	TBand() Banded
+
+	// Triangle and TTri are included in the Diagonal interface
+	// to allow the use of Diagonal types in triangular functions.
+	Triangle() (int, TriKind)
+	TTri() Triangular
+
+	// Symmetric and SymBand are included in the Diagonal interface
+	// to allow the use of Diagonal types in symmetric and banded symmetric
+	// functions respectively.
+	Symmetric() int
+	SymBand() (n, k int)
+
+	// TriBand and TTriBand are included in the Diagonal interface
+	// to allow the use of Diagonal types in triangular banded functions.
+	TriBand() (n, k int, kind TriKind)
+	TTriBand() TriBanded
+}
+
+// MutableDiagonal is a Diagonal matrix whose elements can be set.
+type MutableDiagonal interface {
+	Diagonal
+	SetDiag(i int, v float64)
+}
+
+// DiagDense represents a diagonal matrix in dense storage format.
+type DiagDense struct {
+	mat blas64.Vector
+}
+
+// NewDiagDense creates a new Diagonal matrix with n rows and n columns.
+// The length of data must be n or data must be nil, otherwise NewDiagDense
+// will panic. NewDiagDense will panic if n is zero.
+func NewDiagDense(n int, data []float64) *DiagDense {
+	if n <= 0 {
+		if n == 0 {
+			panic(ErrZeroLength)
+		}
+		panic("mat: negative dimension")
+	}
+	if data == nil {
+		data = make([]float64, n)
+	}
+	if len(data) != n {
+		panic(ErrShape)
+	}
+	return &DiagDense{
+		mat: blas64.Vector{N: n, Data: data, Inc: 1},
+	}
+}
+
+// Diag returns the dimension of the receiver.
+func (d *DiagDense) Diag() int {
+	return d.mat.N
+}
+
+// Dims returns the dimensions of the matrix.
+func (d *DiagDense) Dims() (r, c int) {
+	return d.mat.N, d.mat.N
+}
+
+// T returns the transpose of the matrix.
+func (d *DiagDense) T() Matrix {
+	return d
+}
+
+// TTri returns the transpose of the matrix. Note that Diagonal matrices are
+// Upper by default.
+func (d *DiagDense) TTri() Triangular {
+	return TransposeTri{d}
+}
+
+// TBand performs an implicit transpose by returning the receiver inside a
+// TransposeBand.
+func (d *DiagDense) TBand() Banded {
+	return TransposeBand{d}
+}
+
+// TTriBand performs an implicit transpose by returning the receiver inside a
+// TransposeTriBand. Note that Diagonal matrices are Upper by default.
+func (d *DiagDense) TTriBand() TriBanded {
+	return TransposeTriBand{d}
+}
+
+// Bandwidth returns the upper and lower bandwidths of the matrix.
+// These values are always zero for diagonal matrices.
+func (d *DiagDense) Bandwidth() (kl, ku int) {
+	return 0, 0
+}
+
+// Symmetric implements the Symmetric interface.
+func (d *DiagDense) Symmetric() int {
+	return d.mat.N
+}
+
+// SymBand returns the number of rows/columns in the matrix, and the size of
+// the bandwidth.
+func (d *DiagDense) SymBand() (n, k int) {
+	return d.mat.N, 0
+}
+
+// Triangle implements the Triangular interface.
+func (d *DiagDense) Triangle() (int, TriKind) {
+	return d.mat.N, Upper
+}
+
+// TriBand returns the number of rows/columns in the matrix, the
+// size of the bandwidth, and the orientation. Note that Diagonal matrices are
+// Upper by default.
+func (d *DiagDense) TriBand() (n, k int, kind TriKind) {
+	return d.mat.N, 0, Upper
+}
+
+// Reset zeros the length of the matrix so that it can be reused as the
+// receiver of a dimensionally restricted operation.
+//
+// See the Reseter interface for more information.
+func (d *DiagDense) Reset() {
+	// No change of Inc or n to 0 may be
+	// made unless both are set to 0.
+	d.mat.Inc = 0
+	d.mat.N = 0
+	d.mat.Data = d.mat.Data[:0]
+}
+
+// Zero sets all of the matrix elements to zero.
+func (d *DiagDense) Zero() {
+	for i := 0; i < d.mat.N; i++ {
+		d.mat.Data[d.mat.Inc*i] = 0
+	}
+}
+
+// DiagView returns the diagonal as a matrix backed by the original data.
+func (d *DiagDense) DiagView() Diagonal {
+	return d
+}
+
+// DiagFrom copies the diagonal of m into the receiver. The receiver must
+// be min(r, c) long or zero. Otherwise DiagFrom will panic.
+func (d *DiagDense) DiagFrom(m Matrix) {
+	n := min(m.Dims())
+	d.reuseAs(n)
+
+	var vec blas64.Vector
+	switch r := m.(type) {
+	case *DiagDense:
+		vec = r.mat
+	case RawBander:
+		mat := r.RawBand()
+		vec = blas64.Vector{
+			N:    n,
+			Inc:  mat.Stride,
+			Data: mat.Data[mat.KL : (n-1)*mat.Stride+mat.KL+1],
+		}
+	case RawMatrixer:
+		mat := r.RawMatrix()
+		vec = blas64.Vector{
+			N:    n,
+			Inc:  mat.Stride + 1,
+			Data: mat.Data[:(n-1)*mat.Stride+n],
+		}
+	case RawSymBander:
+		mat := r.RawSymBand()
+		vec = blas64.Vector{
+			N:    n,
+			Inc:  mat.Stride,
+			Data: mat.Data[:(n-1)*mat.Stride+1],
+		}
+	case RawSymmetricer:
+		mat := r.RawSymmetric()
+		vec = blas64.Vector{
+			N:    n,
+			Inc:  mat.Stride + 1,
+			Data: mat.Data[:(n-1)*mat.Stride+n],
+		}
+	case RawTriBander:
+		mat := r.RawTriBand()
+		data := mat.Data
+		if mat.Uplo == blas.Lower {
+			data = data[mat.K:]
+		}
+		vec = blas64.Vector{
+			N:    n,
+			Inc:  mat.Stride,
+			Data: data[:(n-1)*mat.Stride+1],
+		}
+	case RawTriangular:
+		mat := r.RawTriangular()
+		if mat.Diag == blas.Unit {
+			for i := 0; i < n; i += d.mat.Inc {
+				d.mat.Data[i] = 1
+			}
+			return
+		}
+		vec = blas64.Vector{
+			N:    n,
+			Inc:  mat.Stride + 1,
+			Data: mat.Data[:(n-1)*mat.Stride+n],
+		}
+	case RawVectorer:
+		d.mat.Data[0] = r.RawVector().Data[0]
+		return
+	default:
+		for i := 0; i < n; i++ {
+			d.setDiag(i, m.At(i, i))
+		}
+		return
+	}
+	blas64.Copy(vec, d.mat)
+}
+
+// RawBand returns the underlying data used by the receiver represented
+// as a blas64.Band.
+// Changes to elements in the receiver following the call will be reflected
+// in returned blas64.Band.
+func (d *DiagDense) RawBand() blas64.Band {
+	return blas64.Band{
+		Rows:   d.mat.N,
+		Cols:   d.mat.N,
+		KL:     0,
+		KU:     0,
+		Stride: d.mat.Inc,
+		Data:   d.mat.Data,
+	}
+}
+
+// RawSymBand returns the underlying data used by the receiver represented
+// as a blas64.SymmetricBand.
+// Changes to elements in the receiver following the call will be reflected
+// in returned blas64.Band.
+func (d *DiagDense) RawSymBand() blas64.SymmetricBand {
+	return blas64.SymmetricBand{
+		N:      d.mat.N,
+		K:      0,
+		Stride: d.mat.Inc,
+		Uplo:   blas.Upper,
+		Data:   d.mat.Data,
+	}
+}
+
+// reuseAs resizes an empty diagonal to a r×r diagonal,
+// or checks that a non-empty matrix is r×r.
+func (d *DiagDense) reuseAs(r int) {
+	if r == 0 {
+		panic(ErrZeroLength)
+	}
+	if d.IsZero() {
+		d.mat = blas64.Vector{
+			Inc:  1,
+			Data: use(d.mat.Data, r),
+		}
+		d.mat.N = r
+		return
+	}
+	if r != d.mat.N {
+		panic(ErrShape)
+	}
+}
+
+// IsZero returns whether the receiver is zero-sized. Zero-sized vectors can be the
+// receiver for size-restricted operations. DiagDenses can be zeroed using Reset.
+func (d *DiagDense) IsZero() bool {
+	// It must be the case that d.Dims() returns
+	// zeros in this case. See comment in Reset().
+	return d.mat.Inc == 0
+}