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

Example 1 with AnalogStatistics

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

the class AnalogStatisticsQuantizerTest method testNoStartValueOneValuePerPeriod.

@Test
public void testNoStartValueOneValuePerPeriod() throws IOException {
    // Generate data at 12 noon for every day in the period
    NextTimePeriodAdjuster adjuster = new NextTimePeriodAdjuster(TimePeriods.DAYS, 1);
    time = ZonedDateTime.of(2017, 01, 01, 12, 00, 00, 0, zoneId);
    List<IdPointValueTime> data = new ArrayList<>();
    double value = 1.0;
    while (time.toInstant().isBefore(to.toInstant())) {
        data.add(new IdPointValueTime(1, new NumericValue(value), time.toInstant().toEpochMilli()));
        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());
            ZonedDateTime sampleTime = time.plusHours(12);
            // Test Minimum
            Assert.assertEquals(1.0, stats.getMinimumValue(), 0.0001);
            // Test Maximum
            Assert.assertEquals(1.0, stats.getMaximumValue(), 0.0001);
            if (counter.getValue() == 1) {
                Assert.assertEquals((long) sampleTime.toInstant().toEpochMilli(), (long) stats.getMinimumTime());
                Assert.assertEquals((long) sampleTime.toInstant().toEpochMilli(), (long) stats.getMaximumTime());
            } else {
                // Period start if there was a start value
                Assert.assertEquals(time.toInstant().toEpochMilli(), (long) stats.getMinimumTime());
                Assert.assertEquals(time.toInstant().toEpochMilli(), (long) stats.getMaximumTime());
            }
            // Test Average
            Assert.assertEquals(1.0d, stats.getAverage(), 0.0001);
            // Test Integral
            if (counter.getValue() == 1) {
                double integral = 1.0d * 12 * 60 * 60;
                Assert.assertEquals(integral, stats.getIntegral(), 0.0001);
            } else {
                // 24Hrs
                double integral = 1.0d * 24 * 60 * 60;
                Assert.assertEquals(integral, stats.getIntegral(), 0.0001);
            }
            // Test sum
            Assert.assertEquals(1.0d, stats.getSum(), 0.0001);
            // Test first
            Assert.assertEquals(1.0d, stats.getFirstValue(), 0.0001);
            Assert.assertEquals((long) sampleTime.toInstant().toEpochMilli(), (long) stats.getFirstTime());
            // Test last
            Assert.assertEquals(1.0d, stats.getLastValue(), 0.0001);
            Assert.assertEquals((long) sampleTime.toInstant().toEpochMilli(), (long) stats.getLastTime());
            // Test start (the first start value will be null
            if (counter.getValue() == 1)
                Assert.assertEquals(null, stats.getStartValue());
            else
                Assert.assertEquals(1.0, stats.getStartValue(), 0.0001);
            // Test count
            Assert.assertEquals(1, stats.getCount());
            // Test delta
            Assert.assertEquals(0.0, stats.getDelta(), 0.0001);
            // Move to next period time
            time = (ZonedDateTime) adjuster.adjustInto(time);
        }
    });
    quantizer.firstValue(null, 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 2 with AnalogStatistics

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

the class AnalogStatisticsQuantizerTest method testStartValueAtPeriodStartNoPeriodValues.

@Test
public void testStartValueAtPeriodStartNoPeriodValues() 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());
            ZonedDateTime sampleTime = time;
            if (counter.getValue() == 1) {
                // Test Minimum
                Assert.assertEquals(1.0, stats.getMinimumValue(), 0.0001);
                Assert.assertEquals((long) sampleTime.toInstant().toEpochMilli(), (long) stats.getMinimumTime());
                // Test Maximum
                Assert.assertEquals(1.0, stats.getMaximumValue(), 0.0001);
                Assert.assertEquals((long) sampleTime.toInstant().toEpochMilli(), (long) stats.getMaximumTime());
                // Test Average
                Assert.assertEquals(1.0d, stats.getAverage(), 0.0001);
                // Test Integral
                // 24Hrs
                double integral = 1.0d * 24 * 60 * 60;
                Assert.assertEquals(integral, stats.getIntegral(), 0.0001);
                // Test sum
                Assert.assertEquals(1.0d, stats.getSum(), 0.0001);
                // Test first
                Assert.assertEquals(1.0d, stats.getFirstValue(), 0.0001);
                Assert.assertEquals((long) sampleTime.toInstant().toEpochMilli(), (long) stats.getFirstTime());
                // Test last
                Assert.assertEquals(1.0d, stats.getLastValue(), 0.0001);
                Assert.assertEquals((long) sampleTime.toInstant().toEpochMilli(), (long) stats.getLastTime());
                // Test start
                Assert.assertEquals(1.0, stats.getStartValue(), 0.0001);
                // Test count
                Assert.assertEquals(1, stats.getCount());
                // Test delta
                Assert.assertEquals(0.0, stats.getDelta(), 0.0001);
            } else {
                // No data in other periods
                // 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.toInstant().toEpochMilli()), 0, false);
    quantizer.done();
    Assert.assertEquals(new Integer(31), counter.getValue());
}

Example 3 with AnalogStatistics

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

the class AnalogStatisticsQuantizerTest method testStartValueAtStartManyValuesPerPeriod.

@Test
public void testStartValueAtStartManyValuesPerPeriod() 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());
            // Test Minimum
            if (counter.getValue() == 1) {
                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 {
                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
            if (counter.getValue() == 1) {
                Assert.assertEquals(56d, stats.getSum(), 0.0001);
                // Test first
                Assert.assertEquals(1.0d, stats.getFirstValue(), 0.0001);
                Assert.assertEquals((long) time.toInstant().toEpochMilli(), (long) stats.getFirstTime());
            } else {
                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());
            if (counter.getValue() == 1) {
                // Test start (the first start value will be null
                Assert.assertEquals(1.0, stats.getStartValue(), 0.0001);
                // Test count
                Assert.assertEquals(11, stats.getCount());
            } else {
                // Test start (the first start value will be null
                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.toInstant().toEpochMilli()), 0, false);
    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 4 with AnalogStatistics

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

the class DataPointRT method initializeIntervalLogging.

// 
// / Interval logging
// 
/**
 */
public void initializeIntervalLogging(long nextPollTime, boolean quantize) {
    if (vo.getLoggingType() != DataPointVO.LoggingTypes.INTERVAL && vo.getLoggingType() != DataPointVO.LoggingTypes.ON_CHANGE_INTERVAL)
        return;
    synchronized (intervalLoggingLock) {
        long loggingPeriodMillis = Common.getMillis(vo.getIntervalLoggingPeriodType(), vo.getIntervalLoggingPeriod());
        long delay = loggingPeriodMillis;
        if (quantize) {
            // Quantize the start.
            // Compute delay only if we are offset from the next poll time
            long nextPollOffset = (nextPollTime % loggingPeriodMillis);
            if (nextPollOffset != 0)
                delay = loggingPeriodMillis - nextPollOffset;
            LOG.debug("First interval log should be at: " + (nextPollTime + delay));
        }
        if (vo.getLoggingType() == DataPointVO.LoggingTypes.INTERVAL) {
            intervalValue = pointValue;
            if (vo.getIntervalLoggingType() == DataPointVO.IntervalLoggingTypes.AVERAGE) {
                intervalStartTime = timer == null ? Common.timer.currentTimeMillis() : timer.currentTimeMillis();
                if (averagingValues.size() > 0) {
                    Double nullValue = null;
                    AnalogStatistics stats = new AnalogStatistics(intervalStartTime - loggingPeriodMillis, intervalStartTime, nullValue, averagingValues);
                    PointValueTime newValue = new PointValueTime(stats.getAverage(), intervalStartTime);
                    valueCache.logPointValueAsync(newValue, null);
                    // Fire logged Events
                    fireEvents(null, newValue, null, false, false, true, false, false);
                    averagingValues.clear();
                }
            }
            // Are we using a custom timer?
            if (this.timer == null)
                intervalLoggingTask = new TimeoutTask(new FixedRateTrigger(delay, loggingPeriodMillis), createIntervalLoggingTimeoutClient());
            else
                intervalLoggingTask = new TimeoutTask(new FixedRateTrigger(delay, loggingPeriodMillis), createIntervalLoggingTimeoutClient(), this.timer);
        } else if (vo.getLoggingType() == DataPointVO.LoggingTypes.ON_CHANGE_INTERVAL) {
            rescheduleChangeInterval(delay);
        }
    }
}

Example 5 with AnalogStatistics

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

the class PointValueTimeWriter method writeAllStatistics.

public void writeAllStatistics(StatisticsGenerator statisticsGenerator, DataPointVO vo, boolean rendered) throws IOException {
    if (statisticsGenerator instanceof ValueChangeCounter) {
        // We only need the timestamp here for image links
        ValueChangeCounter stats = (ValueChangeCounter) statisticsGenerator;
        writeDataValue(RollupEnum.START.name(), vo, stats.getStartValue(), stats.getPeriodStartTime(), rendered);
        writeDataValue(RollupEnum.FIRST.name(), vo, stats.getFirstValue(), stats.getFirstTime(), rendered);
        writeDataValue(RollupEnum.LAST.name(), vo, stats.getLastValue(), stats.getLastTime(), rendered);
        writeIntegerField(RollupEnum.COUNT.name(), stats.getCount());
    } else if (statisticsGenerator instanceof StartsAndRuntimeList) {
        StartsAndRuntimeList stats = (StartsAndRuntimeList) statisticsGenerator;
        writeDataValue(RollupEnum.START.name(), vo, stats.getStartValue(), stats.getPeriodStartTime(), rendered);
        writeDataValue(RollupEnum.FIRST.name(), vo, stats.getFirstValue(), stats.getFirstTime(), rendered);
        writeDataValue(RollupEnum.LAST.name(), vo, stats.getLastValue(), stats.getLastTime(), rendered);
        writeIntegerField(RollupEnum.COUNT.name(), stats.getCount());
    } else if (statisticsGenerator instanceof AnalogStatistics) {
        AnalogStatistics stats = (AnalogStatistics) statisticsGenerator;
        writeAccumulator(RollupEnum.ACCUMULATOR.name(), vo, stats, rendered);
        writeAnalogStatistic(RollupEnum.AVERAGE.name(), vo, stats.getAverage(), rendered);
        writeAnalogStatistic(RollupEnum.DELTA.name(), vo, stats.getDelta(), rendered);
        writeAnalogStatistic(RollupEnum.MINIMUM.name(), vo, stats.getMinimumValue(), rendered);
        writeAnalogStatistic(RollupEnum.MAXIMUM.name(), vo, stats.getMaximumValue(), rendered);
        writeAnalogStatistic(RollupEnum.SUM.name(), vo, stats.getSum(), rendered);
        writeAnalogStatistic(RollupEnum.START.name(), vo, stats.getStartValue(), rendered);
        writeAnalogStatistic(RollupEnum.FIRST.name(), vo, stats.getFirstValue(), rendered);
        writeAnalogStatistic(RollupEnum.LAST.name(), vo, stats.getLastValue(), rendered);
        writeIntegral(RollupEnum.INTEGRAL.name(), vo, stats.getIntegral(), rendered);
        writeIntegerField(RollupEnum.COUNT.name(), stats.getCount());
    }
}