Examples with AnalogStatistics com.infiniteautomation.mango.statistics.AnalogStatistics used on opensource projects

Example 11 with AnalogStatistics

use of com.infiniteautomation.mango.statistics.AnalogStatistics in project ma-core-public by infiniteautomation.

the class AnalogStatisticsQuantizerTest method testStartValueManyValuesPerPeriod.

@Test
public void testStartValueManyValuesPerPeriod() throws IOException {
    // Generate data at 12 noon for every day in the period
    NextTimePeriodAdjuster adjuster = new NextTimePeriodAdjuster(TimePeriods.DAYS, 1);
    NextTimePeriodAdjuster hourlyAdjuster = new NextTimePeriodAdjuster(TimePeriods.HOURS, 1);
    time = ZonedDateTime.of(2017, 01, 01, 12, 00, 00, 0, zoneId);
    List<IdPointValueTime> data = new ArrayList<>();
    while (time.toInstant().isBefore(to.toInstant())) {
        // Insert 10 values per day
        double value = 1.0;
        ZonedDateTime daily = ZonedDateTime.ofInstant(time.toInstant(), zoneId);
        for (int i = 0; i < 10; i++) {
            data.add(new IdPointValueTime(1, new NumericValue(value), daily.toInstant().toEpochMilli()));
            daily = (ZonedDateTime) hourlyAdjuster.adjustInto(daily);
            value = value + 1.0d;
        }
        time = (ZonedDateTime) adjuster.adjustInto(time);
    }
    // Reset time to track periods
    time = ZonedDateTime.of(2017, 01, 01, 00, 00, 00, 0, zoneId);
    MutableInt counter = new MutableInt(0);
    BucketCalculator bc = new TimePeriodBucketCalculator(from, to, TimePeriods.DAYS, 1);
    AnalogStatisticsQuantizer quantizer = new AnalogStatisticsQuantizer(bc, new StatisticsGeneratorQuantizerCallback<AnalogStatistics>() {

        @Override
        public void quantizedStatistics(AnalogStatistics statisticsGenerator) throws IOException {
            counter.increment();
            AnalogStatistics stats = (AnalogStatistics) statisticsGenerator;
            // Test periodStart
            Assert.assertEquals(time.toInstant().toEpochMilli(), stats.getPeriodStartTime());
            // Test periiodEnd
            Assert.assertEquals(time.plusDays(1).toInstant().toEpochMilli(), stats.getPeriodEndTime());
            if (counter.getValue() == 1) {
                // Test Minimum
                Assert.assertEquals(1.0, stats.getMinimumValue(), 0.0001);
                Assert.assertEquals(time.toInstant().toEpochMilli(), (long) stats.getMinimumTime());
                // Test Maximum
                Assert.assertEquals(10.0, stats.getMaximumValue(), 0.0001);
                Assert.assertEquals(time.plusHours(12).plusHours(9).toInstant().toEpochMilli(), (long) stats.getMaximumTime());
            } else {
                // Test Minimum
                Assert.assertEquals(1.0, stats.getMinimumValue(), 0.0001);
                Assert.assertEquals(time.plusHours(12).toInstant().toEpochMilli(), (long) stats.getMinimumTime());
                // Test Maximum
                Assert.assertEquals(10.0, stats.getMaximumValue(), 0.0001);
                Assert.assertEquals(time.toInstant().toEpochMilli(), (long) stats.getMaximumTime());
            }
            // 1-9 for 1hr each, 10 for 12hrs at the start and 2hrs at the end
            if (counter.getValue() == 1) {
                double integral = 1d * 13 * 60d * 60d + 2d * 60 * 60 + 3d * 60 * 60 + 4d * 60 * 60 + 5d * 60 * 60 + 6d * 60 * 60 + 7d * 60 * 60 + 8d * 60 * 60 + 9d * 60 * 60;
                integral = integral + 10d * 3d * 60 * 60;
                double average = integral / (24d * 60d * 60d);
                Assert.assertEquals(average, stats.getAverage(), 0.0001);
                // Test Integral
                Assert.assertEquals(integral, stats.getIntegral(), 0.0001);
            } else {
                double integral = 1d * 60d * 60d + 2d * 60 * 60 + 3d * 60 * 60 + 4d * 60 * 60 + 5d * 60 * 60 + 6d * 60 * 60 + 7d * 60 * 60 + 8d * 60 * 60 + 9d * 60 * 60;
                integral = integral + 10d * 15d * 60 * 60;
                double average = integral / (24d * 60d * 60d);
                Assert.assertEquals(average, stats.getAverage(), 0.0001);
                // Test Integral
                Assert.assertEquals(integral, stats.getIntegral(), 0.0001);
            }
            // Test sum
            Assert.assertEquals(55d, stats.getSum(), 0.0001);
            // Test first
            Assert.assertEquals(1.0d, stats.getFirstValue(), 0.0001);
            Assert.assertEquals((long) time.plusHours(12).toInstant().toEpochMilli(), (long) stats.getFirstTime());
            // Test last
            Assert.assertEquals(10.0d, stats.getLastValue(), 0.0001);
            Assert.assertEquals((long) time.plusHours(12).plusHours(9).toInstant().toEpochMilli(), (long) stats.getLastTime());
            // Test start (the first start value will be null
            if (counter.getValue() == 1)
                Assert.assertEquals(1.0, stats.getStartValue(), 0.0001);
            else
                Assert.assertEquals(10.0, stats.getStartValue(), 0.0001);
            // Test count
            Assert.assertEquals(10, stats.getCount());
            // Test delta
            if (counter.getValue() == 1) {
                // 1 to 10
                Assert.assertEquals(9.0, stats.getDelta(), 0.0001);
            } else {
                Assert.assertEquals(0.0, stats.getDelta(), 0.0001);
            }
            // Move to next period time
            time = (ZonedDateTime) adjuster.adjustInto(time);
        }
    });
    quantizer.firstValue(new IdPointValueTime(1, new NumericValue(1.0), time.minusHours(3).toInstant().toEpochMilli()), 0, true);
    for (int count = 0; count < data.size(); count++) quantizer.row(data.get(count), count + 1);
    quantizer.lastValue(data.get(data.size() - 1), data.size() + 1, true);
    quantizer.done();
    Assert.assertEquals(new Integer(31), counter.getValue());
}

Example 12 with AnalogStatistics

use of com.infiniteautomation.mango.statistics.AnalogStatistics in project ma-core-public by infiniteautomation.

the class AnalogStatisticsQuantizerTest method testStartValueNoPeriodValues.

@Test
public void testStartValueNoPeriodValues() throws IOException {
    // Generate data at 12 noon for every day in the period
    NextTimePeriodAdjuster adjuster = new NextTimePeriodAdjuster(TimePeriods.DAYS, 1);
    // Reset time to track periods
    time = ZonedDateTime.of(2017, 01, 01, 00, 00, 00, 0, zoneId);
    MutableInt counter = new MutableInt(0);
    BucketCalculator bc = new TimePeriodBucketCalculator(from, to, TimePeriods.DAYS, 1);
    AnalogStatisticsQuantizer quantizer = new AnalogStatisticsQuantizer(bc, new StatisticsGeneratorQuantizerCallback<AnalogStatistics>() {

        @Override
        public void quantizedStatistics(AnalogStatistics statisticsGenerator) throws IOException {
            counter.increment();
            AnalogStatistics stats = (AnalogStatistics) statisticsGenerator;
            // Test periodStart
            Assert.assertEquals(time.toInstant().toEpochMilli(), stats.getPeriodStartTime());
            // Test periodEnd
            Assert.assertEquals(time.plusDays(1).toInstant().toEpochMilli(), stats.getPeriodEndTime());
            // Test Minimum
            Assert.assertEquals(1.0, stats.getMinimumValue(), 0.0001);
            Assert.assertEquals(time.toInstant().toEpochMilli(), (long) stats.getMinimumTime());
            // Test Maximum
            Assert.assertEquals(1.0, stats.getMaximumValue(), 0.0001);
            Assert.assertEquals(time.toInstant().toEpochMilli(), (long) stats.getMaximumTime());
            // Test Average
            Assert.assertEquals(1.0, stats.getAverage(), 0.0001);
            // Test Integral
            double integral = 1.0 * 24 * 60 * 60;
            Assert.assertEquals(integral, stats.getIntegral(), 0.0001);
            // Test sum
            Assert.assertEquals(0.0d, stats.getSum(), 0.0001);
            // Test first
            Assert.assertEquals(null, stats.getFirstValue());
            Assert.assertEquals(null, stats.getFirstTime());
            // Test last
            Assert.assertEquals(null, stats.getLastValue());
            Assert.assertEquals(null, stats.getLastTime());
            // Test start
            Assert.assertEquals(1.0, stats.getStartValue(), 0.0001);
            // Test count
            Assert.assertEquals(0, stats.getCount());
            // Test delta
            Assert.assertEquals(0.0d, stats.getDelta(), 0.0001);
            // Move to next period time
            time = (ZonedDateTime) adjuster.adjustInto(time);
        }
    });
    quantizer.firstValue(new IdPointValueTime(1, new NumericValue(1.0), time.minusHours(3).toInstant().toEpochMilli()), 0, true);
    quantizer.done();
    Assert.assertEquals(new Integer(31), counter.getValue());
}

Example 13 with AnalogStatistics

use of com.infiniteautomation.mango.statistics.AnalogStatistics in project ma-core-public by infiniteautomation.

the class NumericPointWrapper method getStats.

public AnalogStatisticsWrapper getStats(long from, long to) {
    PointValueTime start = point.getPointValueBefore(from);
    List<PointValueTime> values = point.getPointValuesBetween(from, to);
    AnalogStatistics stats = new AnalogStatistics(from, to, start, values);
    AnalogStatisticsWrapper wrapper = new AnalogStatisticsWrapper(stats);
    return wrapper;
}