<section class="usage">

var dataset = require( '@stdlib/datasets/suthaharan-multi-hop-sensor-network' );

Returns a dataset consisting of labeled wireless sensor network data set collected from a multi-hop wireless sensor network deployment using TelosB motes.

var data = dataset();

</section>

<section class="notes">

- Humidity and temperature measurements were collected at `5` second intervals over a six hour period on July 10, 2010.

- Temperature is in degrees Celsius.

- Humidity is temperature corrected relative humidity, ranging from 0-100%.

- The label `0` denotes normal data, and the label `1` denotes an introduced event.

- If a mote was an indoor sensor, the corresponding indicator is `1`. If a mote was an outdoor sensor, the indoor indicator is `0`.

</section>

<section class="examples">

var incrgrubbs = require( '@stdlib/stats/incr/grubbs' );

var data = require( '@stdlib/datasets/suthaharan-multi-hop-sensor-network' );

var acc;

var d;

var i;

var j;

var k;

d = data();

i = 0;

for ( j = 0; j < 4; j++ ) {

k = j + 1;

// Create a new accumulator for performing Grubbs' test:

acc = incrgrubbs();

// Update the accumulator with temperature data...

while ( i < d.length && d[ i ].mote_id === k ) {

acc( d[ i ].temperature );

i += 1;

}

// Print test results:

console.log( '' );

console.log( 'Mote: %d', k );

console.log( '' );

console.log( acc().print() );

}

</section>

<section class="cli">

<section class="usage">

</section>

<section class="examples">

$ suthaharan-multi-hop-sensor-network

</section>

</section>

<section class="references">

- Suthaharan, Shan, Mohammed Alzahrani, Sutharshan Rajasegarar, Christopher Leckie, and Marimuthu Palaniswami. 2010. "Labelled data collection for anomaly detection in wireless sensor networks." In _Proceedings of the Sixth International Conference on Intelligent Sensors, Sensor Networks and Information Processing (ISSNIP 2010)_. Brisbane, Australia: IEEE.

</section>

The data files (databases) are licensed under an [Open Data Commons Attribution 1.0 License][odc-by-1.0] and their contents are licensed under a [Creative Commons Attribution 4.0 International Public License][cc-by-4.0]. The original dataset is attributed to Shan Suthaharan, Mohammed Alzahrani, Sutharshan Rajasegarar, Christopher Leckie, and Marimuthu Palaniswami and can be found [here][suthaharan-multi-hop-sensor-network-data]. The software is licensed under [Apache License, Version 2.0][apache-license].

<section class="links">

[suthaharan-multi-hop-sensor-network-data]: http://www.uncg.edu/cmp/downloads/lwsndr.html

[odc-by-1.0]: http://opendatacommons.org/licenses/by/1.0/

[cc-by-4.0]: http://creativecommons.org/licenses/by/4.0/

[apache-license]: https://www.apache.org/licenses/LICENSE-2.0

</section>

var bench = require( '@stdlib/bench' );

var isObjectArray = require( '@stdlib/assert/is-plain-object-array' );

var pkg = require( './../package.json' ).name;

var data = require( './../lib/browser.js' );

bench( pkg+'::browser', function benchmark( b ) {

var d;

var i;

b.tic();

for ( i = 0; i < b.iterations; i++ ) {

d = data();

if ( d.length === 0 ) {

b.fail( 'should have a length greater than 0' );

}

}

b.toc();

if ( !isObjectArray( d ) ) {

b.fail( 'should return an object array' );

}

b.pass( 'benchmark finished' );

b.end();

var bench = require( '@stdlib/bench' );

var IS_BROWSER = require( '@stdlib/assert/is-browser' );

var isObjectArray = require( '@stdlib/assert/is-plain-object-array' );

var pkg = require( './../package.json' ).name;

var data = require( './../lib' );

var opts = {

'skip': IS_BROWSER

bench( pkg, opts, function benchmark( b ) {

var d;

var i;

b.tic();

for ( i = 0; i < b.iterations; i++ ) {

d = data();

if ( d.length === 0 ) {

b.fail( 'should have a length greater than 0' );

}

}

b.toc();

if ( !isObjectArray( d ) ) {

b.fail( 'should return an object array' );

}

b.pass( 'benchmark finished' );

b.end();

#!/usr/bin/env node

var fs = require( 'fs' );

var resolve = require( 'path' ).resolve;

var readFileSync = require( '@stdlib/fs/read-file' ).sync;

var stdout = require( '@stdlib/streams/base/stdout' );

var CLI = require( '@stdlib/tools/cli' );

function main() {

var flags;

var cli;

// Create a command-line interface:

cli = new CLI({

'pkg': require( './../package.json' ),

'options': require( './../etc/cli_opts.json' ),

'help': readFileSync( resolve( __dirname, '..', 'docs', 'usage.txt' ), {

'encoding': 'utf8'

})

});

flags = cli.flags();

if ( flags.format === 'ndjson' ) {

ndjson();

} else {

csv();

}

/**

function ndjson() {

var data;

var i;

data = require( './../data/data.json' );

for ( i = 0; i < data.length; i++ ) {

console.log( JSON.stringify( data[i] ) ); // eslint-disable-line no-console

}

}

/**

function csv() {

var fpath = resolve( __dirname, '..', 'data', 'data.csv' );

fs.createReadStream( fpath )

.pipe( stdout )

.on( 'close', onClose );

}

/**

function onClose() {

cli.exit( 0 );

}