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gcat

(Not recommended) Concatenate arrays on spmd workers

    gcat is not recommended. Use spmdCat instead. For more information, see Version History.

    Description

    example

    B = gcat(A) horizontally concatenates the array A defined on each worker running an spmd block or communicating job.

    When you use parfor, parfeval, or parfevalOnAll to run code on a parallel pool, the workers are independent and do not communicate with each other. If you use gcat on these workers, the result is the same as using gcat on a client.

    You can use gcat only if the array A defined on each worker can be concatenated along the second dimension.

    gcat concatenates the arrays along the second dimension, then stores the result on all workers. The value of A is taken from each worker and concatenated in labindex order. For example, gcat(labindex) returns 1:numlabs.

    If numlabs is equal to 1, B is equal to A.

    B = gcat(A,dim) concatenates the array A defined on each worker along dimension dim.

    You can use gcat only if the array A concatenates along dimension dim when all arrays have compatible sizes (the lengths of the dimensions match except for the operating dimension dim).

    B = gcat(A,dim,destination) concatenates the array A defined on each worker and stores the result on only one worker.

    Examples

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    This example shows how to use gcat to concatenate a scalar held on each worker in an spmd block.

    Create a parallel pool with 4 workers.

    parpool(4);

    Create an spmd block. By default, each worker in the pool runs the spmd block. Store the value returned by labindex on each worker as A, then use gcat to take the value of A defined on each worker and concatenate them.

    When you use gcat, the result is stored by default on every worker. On the client, the result is a Composite array. To get the result, index into the Composite array.

    spmd
        B = gcat(labindex);
    end
    B{1}
    ans =
         1     2     3     4

    Input Arguments

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    Input array, specified as a scalar, vector, matrix, multidimensional array, table, timetable, or any MATLAB variable that supports concatenation.

    Example: A = magic(3)

    Dimension to operate along, specified as a positive integer scalar. For example, if A is a 2-by-2 matrix on all workers, then gcat(A,1) concatenates vertically creating a 2*numlabs-by-2 matrix. gcat(A,2) concatenates horizontally creating a 2-by-2*numlabs matrix.

    The default value is 2.

    dim must be either 1 or 2 for table or timetable input.

    Index of destination worker, specified as a positive integer scalar. The value must be less than or equal to the value given returned when you use numlabs in the current spmd block or communicating job. When specified, the result B from running B = gcat(A,dim,destination) is only stored on one worker. The array B is still defined on all workers that run gcat. On the worker with labindex equal to destination, C is the result of the concatenation. On all other workers, C is [].

    Output Arguments

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    Output array, returned as any MATLAB variable.

    If you specify destination, B is the result of the concatenation on the worker with labindex equal to destination. On all other workers, B is [].

    Algorithms

    When you use gcat(A), the value of A on each worker is concatenated with the value on other workers.

    Diagram showing how four workers combine arrays specified as A into a single array, B.

    Version History

    Introduced in R2006b

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    See Also