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Intel Data Analytics Acceleration Library (DAAL)

Team Member

1. Luong Chuong
2. Jacky Siu
3. Woodson Delhia

Intro OLD

Local DAAL Examples Location: C:\Program Files (x86)\IntelSWTools\compilers_and_libraries_2016\windows\daal\examples

Data: http://open.canada.ca/data/en/dataset/cad804cd-454e-4bd7-9f22-fcee64f60719

New Data: http://open.canada.ca/data/en/dataset/be3880f2-0d04-4583-8265-611b231ebce8

Parser code: https://software.intel.com/en-us/node/610127

Low Order Moments: https://software.intel.com/en-us/node/599561

Our goal is to parse & process this crime data and to add more meaning to said data. Using various parallel techniques taught in the course and comparing them via the DAAL library.

Code Examples

Batch Sorting

/* file: sorting_batch.cpp
* Copyright 2014-2016 Intel Corporation All Rights Reserved.*/

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

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

/* Input data set parameters */
string datasetFileName = "../data/batch/sorting.csv";

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

    /* Initialize FileDataSource<CSVFeatureManager> to retrieve the input data from a .csv file */
    FileDataSource<CSVFeatureManager> dataSource(datasetFileName, DataSource::doAllocateNumericTable, DataSource::doDictionaryFromContext);

    /* Retrieve the data from the input file */
    dataSource.loadDataBlock();

    /* Create algorithm objects to sort data using the default (radix) method */
    sorting::Batch<> algorithm;

    /* Print the input observations matrix */
    printNumericTable(dataSource.getNumericTable(), "Initial matrix of observations:");

    /* Set input objects for the algorithm */
    algorithm.input.set(sorting::data, dataSource.getNumericTable());

    /* Sort data observations */
    algorithm.compute();

    /* Get the sorting result */
    services::SharedPtr<sorting::Result> res = algorithm.getResult();

    printNumericTable(res->get(sorting::sortedData), "Sorted matrix of observations:");

    return 0;
}

Useful Link

1. https://software.intel.com/en-us/daal