slice

Return a read-only view of an input ndarray.

Usage

var slice = require( '@stdlib/ndarray/slice' );

slice( x, ...s[, options] )

Returns a read-only view of an input ndarray.

var Slice = require( '@stdlib/slice/ctor' );
var MultiSlice = require( '@stdlib/slice/multi' );
var ndarray = require( '@stdlib/ndarray/ctor' );
var ndarray2array = require( '@stdlib/ndarray/to-array' );

var buffer = [ 1.0, 2.0, 3.0, 4.0, 5.0, 6.0 ];
var shape = [ 3, 2 ];
var strides = [ 2, 1 ];
var offset = 0;

var x = ndarray( 'generic', buffer, shape, strides, offset, 'row-major' );
// returns <ndarray>

var sh = x.shape;
// returns [ 3, 2 ]

var arr = ndarray2array( x );
// returns [ [ 1.0, 2.0 ], [ 3.0, 4.0 ], [ 5.0, 6.0 ] ]

var s0 = new Slice( null, null, -2 );
var s1 = new Slice( null, null, -1 );
var s = new MultiSlice( s0, s1 );
// returns <MultiSlice>

var y = slice( x, s );
// returns <ndarray>

sh = y.shape;
// returns [ 2, 2 ]

arr = ndarray2array( y );
// returns [ [ 6.0, 5.0 ], [ 2.0, 1.0 ] ]

The function accepts the following arguments:

  • x: input ndarray.
  • s: a MultiSlice instance, an array of slice arguments, or slice arguments as separate arguments.
  • options: function options.

The function supports three (mutually exclusive) means for providing slice arguments:

  1. providing a single MultiSlice instance.
  2. providing a single array of slice arguments.
  3. providing slice arguments as separate arguments.

The following example demonstrates each invocation style returning equivalent results.

var Slice = require( '@stdlib/slice/ctor' );
var MultiSlice = require( '@stdlib/slice/multi' );
var ndarray = require( '@stdlib/ndarray/ctor' );
var ndarray2array = require( '@stdlib/ndarray/to-array' );

var buffer = [ 1.0, 2.0, 3.0, 4.0, 5.0, 6.0 ];
var shape = [ 3, 2 ];
var strides = [ 2, 1 ];
var offset = 0;

var x = ndarray( 'generic', buffer, shape, strides, offset, 'row-major' );
// returns <ndarray>

var sh = x.shape;
// returns [ 3, 2 ]

var arr = ndarray2array( x );
// returns [ [ 1.0, 2.0 ], [ 3.0, 4.0 ], [ 5.0, 6.0 ] ]

// 1. Using a MultiSlice:
var s0 = new Slice( 1, null, 1 );
var s1 = new Slice( null, null, 1 );
var s = new MultiSlice( s0, s1 );
// returns <MultiSlice>

var y = slice( x, s );
// returns <ndarray>

sh = y.shape;
// returns [ 2, 2 ]

arr = ndarray2array( y );
// returns [ [ 3.0, 4.0 ], [ 5.0, 6.0 ] ]

// 2. Using an array of slice arguments:
y = slice( x, [ s0, s1 ] );
// returns <ndarray>

sh = y.shape;
// returns [ 2, 2 ]

arr = ndarray2array( y );
// returns [ [ 3.0, 4.0 ], [ 5.0, 6.0 ] ]

// 3. Providing separate arguments:
y = slice( x, s0, s1 );
// returns <ndarray>

sh = y.shape;
// returns [ 2, 2 ]

arr = ndarray2array( y );
// returns [ [ 3.0, 4.0 ], [ 5.0, 6.0 ] ]

The function supports the following options:

  • strict: boolean indicating whether to enforce strict bounds checking.

By default, the function throws an error when provided a slice which exceeds array bounds. To return an empty array when a slice exceeds array bounds, set the strict option to false.

var Slice = require( '@stdlib/slice/ctor' );
var MultiSlice = require( '@stdlib/slice/multi' );
var ndarray = require( '@stdlib/ndarray/ctor' );
var ndarray2array = require( '@stdlib/ndarray/to-array' );

var buffer = [ 1.0, 2.0, 3.0, 4.0, 5.0, 6.0 ];
var shape = [ 3, 2 ];
var strides = [ 2, 1 ];
var offset = 0;

var x = ndarray( 'generic', buffer, shape, strides, offset, 'row-major' );
// returns <ndarray>

var sh = x.shape;
// returns [ 3, 2 ]

var arr = ndarray2array( x );
// returns [ [ 1.0, 2.0 ], [ 3.0, 4.0 ], [ 5.0, 6.0 ] ]

var s0 = new Slice( 1, null, 1 );
var s1 = new Slice( 10, 20, 1 );
var s = new MultiSlice( s0, s1 );
// returns <MultiSlice>

var y = slice( x, s, {
    'strict': false
});
// returns <ndarray>

sh = y.shape;
// returns [ 2, 0 ]

arr = ndarray2array( y );
// returns []

Notes

  • A slice argument must be either a Slice, an integer, null, or undefined.
  • The number of slice dimensions must match the number of array dimensions. Hence, if x is a zero-dimensional ndarray, then, if s is a MultiSlice, s should be empty, and, if s is an array, s should not contain any slice arguments. Similarly, if x is a one-dimensional ndarray, then, if s is a MultiSlice, s should have one slice dimension, and, if s is an array, s should contain a single slice argument. And so on and so forth.

Examples

var S = require( '@stdlib/slice/ctor' );
var E = require( '@stdlib/slice/multi' );
var array = require( '@stdlib/ndarray/array' );
var ndarray2array = require( '@stdlib/ndarray/to-array' );
var zeroTo = require( '@stdlib/array/base/zero-to' );
var slice = require( '@stdlib/ndarray/slice' );

// Alias `null` to allow for more compact indexing expressions:
var _ = null;

// Create a linear ndarray buffer:
var buf = zeroTo( 27 );

// Create an ndarray:
var x = array( buf, {
    'shape': [ 3, 3, 3 ]
});

// Get each matrix...
var s1 = E( 0, _, _ );
var y1 = slice( x, s1 );
// returns <ndarray>

var a1 = ndarray2array( y1 );
// returns [ [ 0, 1, 2 ], [ 3, 4, 5 ], [ 6, 7, 8 ] ]

var s2 = E( 1, _, _ );
var y2 = slice( x, s2 );
// returns <ndarray>

var a2 = ndarray2array( y2 );
// returns [ [ 9, 10, 11 ], [ 12, 13, 14 ], [ 15, 16, 17 ] ]

var s3 = E( 2, _, _ );
var y3 = slice( x, s3 );
// returns <ndarray>

var a3 = ndarray2array( y3 );
// returns [ [ 18, 19, 20 ], [ 21, 22, 23 ], [ 24, 25, 26 ] ]

// Reverse all elements:
var s = S( _, _, -1 );
var s4 = E( s, s, s );
var y4 = slice( x, s4 );
// returns <ndarray>

var a4 = ndarray2array( y4 );
// returns [...]

// Get the second rows from each matrix:
var s5 = E( _, 1, _ );
var y5 = slice( x, s5 );
// returns <ndarray>

var a5 = ndarray2array( y5 );
// returns [ [ 3, 4, 5 ], [ 12, 13, 14 ], [ 21, 22, 23 ] ]

// Get the second columns from each matrix:
var s6 = E( _, _, 1 );
var y6 = slice( x, s6 );
// returns <ndarray>

var a6 = ndarray2array( y6 );
// returns [ [ 1, 4, 7 ], [ 10, 13, 16 ], [ 19, 22, 25 ] ]

// Use an alternative invocation style:
var y7 = slice( x, _, _, 1 );
// returns <ndarray>

var a7 = ndarray2array( y7 );
// returns [ [ 1, 4, 7 ], [ 10, 13, 16 ], [ 19, 22, 25 ] ]

// Use an alternative invocation style:
var y8 = slice( x, [ _, _, 1 ] );
// returns <ndarray>

var a8 = ndarray2array( y8 );
// returns [ [ 1, 4, 7 ], [ 10, 13, 16 ], [ 19, 22, 25 ] ]

See Also

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