/* file: low_order_moms_csr_batch.cpp */
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!  Content:
!    C++ example of computing low order moments in the batch processing mode.
!    Input matrix is stored in the compressed sparse row (CSR) format with
!    one-based indexing.

#include "daal.h"
#include "service.h"

using namespace std;
using namespace daal;
using namespace daal::algorithms;

 * Input data set parameters
 * Input matrix is stored in the CSR format with one-based indexing
const string datasetFileName = "../data/batch/covcormoments_csr.csv";

void printResults(const low_order_moments::ResultPtr &res);

int main(int argc, char *argv[])
    checkArguments(argc, argv, 1, &datasetFileName);

    /* Read datasetFileName from a file and create numeric tables to store the input data */
    CSRNumericTable *dataTable = createSparseTable<float>(datasetFileName);

    /* Create an algorithm to compute low order moments in the batch processing mode using the default method */
    low_order_moments::Batch<float, low_order_moments::fastCSR> algorithm;

    /* Set input objects for the algorithm */
    algorithm.input.set(low_order_moments::data, CSRNumericTablePtr(dataTable));

    /* Compute low order moments */

    /* Get the computed low order moments */
    low_order_moments::ResultPtr res = algorithm.getResult();


    return 0;

void printResults(const low_order_moments::ResultPtr &res)
    printNumericTable(res->get(low_order_moments::minimum),              "Minimum:");
    printNumericTable(res->get(low_order_moments::maximum),              "Maximum:");
    printNumericTable(res->get(low_order_moments::sum),                  "Sum:");
    printNumericTable(res->get(low_order_moments::sumSquares),           "Sum of squares:");
    printNumericTable(res->get(low_order_moments::sumSquaresCentered),   "Sum of squared difference from the means:");
    printNumericTable(res->get(low_order_moments::mean),                 "Mean:");
    printNumericTable(res->get(low_order_moments::secondOrderRawMoment), "Second order raw moment:");
    printNumericTable(res->get(low_order_moments::variance),             "Variance:");
    printNumericTable(res->get(low_order_moments::standardDeviation),    "Standard deviation:");
    printNumericTable(res->get(low_order_moments::variation),            "Variation:");
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