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

Example 1 with StartsAndRuntime

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

the class StartsAndRuntimeListQuantizerTest method testNoStartValueManyValuesPerPeriod.

@Test
public void testNoStartValueManyValuesPerPeriod() 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
        int value = 1;
        ZonedDateTime daily = ZonedDateTime.ofInstant(time.toInstant(), zoneId);
        for (int i = 0; i < 10; i++) {
            data.add(new IdPointValueTime(1, new MultistateValue(value), daily.toInstant().toEpochMilli()));
            daily = (ZonedDateTime) hourlyAdjuster.adjustInto(daily);
            value = value + 1;
        }
        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);
    StartsAndRuntimeListQuantizer quantizer = new StartsAndRuntimeListQuantizer(bc, new StatisticsGeneratorQuantizerCallback<StartsAndRuntimeList>() {

        @Override
        public void quantizedStatistics(StartsAndRuntimeList statisticsGenerator) throws IOException {
            counter.increment();
            StartsAndRuntimeList stats = (StartsAndRuntimeList) statisticsGenerator;
            // Test periodStart
            Assert.assertEquals(time.toInstant().toEpochMilli(), stats.getPeriodStartTime());
            // Test periiodEnd
            Assert.assertEquals(time.plusDays(1).toInstant().toEpochMilli(), stats.getPeriodEndTime());
            // Test first
            Assert.assertEquals(1, stats.getFirstValue().getIntegerValue());
            Assert.assertEquals((long) time.plusHours(12).toInstant().toEpochMilli(), (long) stats.getFirstTime());
            // Test last
            Assert.assertEquals(10, stats.getLastValue().getIntegerValue());
            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(null, stats.getStartValue());
            else
                Assert.assertEquals(10, stats.getStartValue().getIntegerValue());
            // Test count
            Assert.assertEquals(10, stats.getCount());
            // Ensure data
            if (counter.getValue() == 1) {
                // 1 to 10, was 10 for last 3 hrs of day
                Assert.assertEquals(10, stats.getStartsAndRuntime().size());
                for (StartsAndRuntime value : stats.getData()) {
                    switch((Integer) value.getValue()) {
                        case 1:
                        case 2:
                        case 3:
                        case 4:
                        case 5:
                        case 6:
                        case 7:
                        case 8:
                        case 9:
                            Assert.assertEquals(1, value.getStarts());
                            Assert.assertEquals(100d * (1d / 12d), value.getPercentage(), 0.0001);
                            Assert.assertEquals(1d / 12d, value.getProportion(), 0.0001);
                            Assert.assertEquals(60 * 60 * 1000, value.getRuntime());
                            break;
                        case 10:
                            Assert.assertEquals(1, value.getStarts());
                            Assert.assertEquals(100d * (3d / 12d), value.getPercentage(), 0.0001);
                            Assert.assertEquals(3d / 12d, value.getProportion(), 0.0001);
                            Assert.assertEquals(3 * 60 * 60 * 1000, value.getRuntime());
                            break;
                    }
                }
            } else {
                // Start in state 10 for 12 hrs more
                Assert.assertEquals(10, stats.getStartsAndRuntime().size());
                for (StartsAndRuntime value : stats.getData()) {
                    switch((Integer) value.getValue()) {
                        case 1:
                        case 2:
                        case 3:
                        case 4:
                        case 5:
                        case 6:
                        case 7:
                        case 8:
                        case 9:
                            Assert.assertEquals(1, value.getStarts());
                            Assert.assertEquals(100d * (1d / 24d), value.getPercentage(), 0.0001);
                            Assert.assertEquals(1d / 24d, value.getProportion(), 0.0001);
                            Assert.assertEquals(60 * 60 * 1000, value.getRuntime());
                            break;
                        case 10:
                            Assert.assertEquals(1, value.getStarts());
                            Assert.assertEquals(100d * (15d / 24d), value.getPercentage(), 0.0001);
                            Assert.assertEquals(15d / 24d, value.getProportion(), 0.0001);
                            Assert.assertEquals(15 * 60 * 60 * 1000, value.getRuntime());
                            break;
                    }
                }
            }
            // 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 StartsAndRuntime

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

the class StartsAndRuntimeListQuantizerTest 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
        int value = 1;
        ZonedDateTime daily = ZonedDateTime.ofInstant(time.toInstant(), zoneId);
        for (int i = 0; i < 10; i++) {
            data.add(new IdPointValueTime(1, new MultistateValue(value), daily.toInstant().toEpochMilli()));
            daily = (ZonedDateTime) hourlyAdjuster.adjustInto(daily);
            value = value + 1;
        }
        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);
    StartsAndRuntimeListQuantizer quantizer = new StartsAndRuntimeListQuantizer(bc, new StatisticsGeneratorQuantizerCallback<StartsAndRuntimeList>() {

        @Override
        public void quantizedStatistics(StartsAndRuntimeList statisticsGenerator) throws IOException {
            counter.increment();
            StartsAndRuntimeList stats = (StartsAndRuntimeList) statisticsGenerator;
            // Test periodStart
            Assert.assertEquals(time.toInstant().toEpochMilli(), stats.getPeriodStartTime());
            // Test periiodEnd
            Assert.assertEquals(time.plusDays(1).toInstant().toEpochMilli(), stats.getPeriodEndTime());
            // Test first
            Assert.assertEquals(1, stats.getFirstValue().getIntegerValue());
            Assert.assertEquals((long) time.plusHours(12).toInstant().toEpochMilli(), (long) stats.getFirstTime());
            // Test last
            Assert.assertEquals(10, stats.getLastValue().getIntegerValue());
            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, stats.getStartValue().getIntegerValue());
            else
                Assert.assertEquals(10, stats.getStartValue().getIntegerValue());
            // Test count
            Assert.assertEquals(10, stats.getCount());
            // Ensure data
            if (counter.getValue() == 1) {
                // 1 to 10, was 10 for last 3 hrs of day
                Assert.assertEquals(10, stats.getStartsAndRuntime().size());
                for (StartsAndRuntime value : stats.getData()) {
                    switch((Integer) value.getValue()) {
                        case 1:
                            Assert.assertEquals(1, value.getStarts());
                            Assert.assertEquals(100d * (13d / 24d), value.getPercentage(), 0.0001);
                            Assert.assertEquals(13d / 24d, value.getProportion(), 0.0001);
                            Assert.assertEquals(13 * 60 * 60 * 1000, value.getRuntime());
                            break;
                        case 2:
                        case 3:
                        case 4:
                        case 5:
                        case 6:
                        case 7:
                        case 8:
                        case 9:
                            Assert.assertEquals(1, value.getStarts());
                            Assert.assertEquals(100d * (1d / 24d), value.getPercentage(), 0.0001);
                            Assert.assertEquals(1d / 24d, value.getProportion(), 0.0001);
                            Assert.assertEquals(60 * 60 * 1000, value.getRuntime());
                            break;
                        case 10:
                            Assert.assertEquals(1, value.getStarts());
                            Assert.assertEquals(100d * (3d / 24d), value.getPercentage(), 0.0001);
                            Assert.assertEquals(3d / 24d, value.getProportion(), 0.0001);
                            Assert.assertEquals(3 * 60 * 60 * 1000, value.getRuntime());
                            break;
                    }
                }
            } else {
                // Start in state 10 for 12 hrs more
                Assert.assertEquals(10, stats.getStartsAndRuntime().size());
                for (StartsAndRuntime value : stats.getData()) {
                    switch((Integer) value.getValue()) {
                        case 1:
                        case 2:
                        case 3:
                        case 4:
                        case 5:
                        case 6:
                        case 7:
                        case 8:
                        case 9:
                            Assert.assertEquals(1, value.getStarts());
                            Assert.assertEquals(100d * (1d / 24d), value.getPercentage(), 0.0001);
                            Assert.assertEquals(1d / 24d, value.getProportion(), 0.0001);
                            Assert.assertEquals(60 * 60 * 1000, value.getRuntime());
                            break;
                        case 10:
                            Assert.assertEquals(1, value.getStarts());
                            Assert.assertEquals(100d * (15d / 24d), value.getPercentage(), 0.0001);
                            Assert.assertEquals(15d / 24d, value.getProportion(), 0.0001);
                            Assert.assertEquals(15 * 60 * 60 * 1000, value.getRuntime());
                            break;
                    }
                }
            }
            // Move to next period time
            time = (ZonedDateTime) adjuster.adjustInto(time);
        }
    });
    quantizer.firstValue(new IdPointValueTime(1, new MultistateValue(1), 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 3 with StartsAndRuntime

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

the class StartsAndRuntimeListQuantizerTest 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);
    StartsAndRuntimeListQuantizer quantizer = new StartsAndRuntimeListQuantizer(bc, new StatisticsGeneratorQuantizerCallback<StartsAndRuntimeList>() {

        @Override
        public void quantizedStatistics(StartsAndRuntimeList statisticsGenerator) throws IOException {
            counter.increment();
            StartsAndRuntimeList stats = (StartsAndRuntimeList) 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 first
                Assert.assertEquals(1, stats.getFirstValue().getIntegerValue());
                Assert.assertEquals((long) sampleTime.toInstant().toEpochMilli(), (long) stats.getFirstTime());
                // Test last
                Assert.assertEquals(1, stats.getLastValue().getIntegerValue());
                Assert.assertEquals((long) sampleTime.toInstant().toEpochMilli(), (long) stats.getLastTime());
                // Test start
                Assert.assertEquals(1, stats.getStartValue().getIntegerValue());
                // Test count
                Assert.assertEquals(1, stats.getCount());
                // Ensure data
                Assert.assertEquals(1, stats.getStartsAndRuntime().size());
                StartsAndRuntime one = stats.getStartsAndRuntime().get(1);
                Assert.assertEquals(1, one.getStarts());
                Assert.assertEquals(100.0d, one.getPercentage(), 0.0001);
                Assert.assertEquals(1.0d, one.getProportion(), 0.0001);
                Assert.assertEquals(24 * 60 * 60 * 1000, one.getRuntime());
            } else {
                // No data in other periods
                // 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, stats.getStartValue().getIntegerValue());
                // Test count
                Assert.assertEquals(0, stats.getCount());
                // Ensure data
                Assert.assertEquals(1, stats.getStartsAndRuntime().size());
                StartsAndRuntime one = stats.getStartsAndRuntime().get(1);
                Assert.assertEquals(0, one.getStarts());
                Assert.assertEquals(100.0d, one.getPercentage(), 0.0001);
                Assert.assertEquals(1.0d, one.getProportion(), 0.0001);
                Assert.assertEquals(24 * 60 * 60 * 1000, one.getRuntime());
            }
            // Move to next period time
            time = (ZonedDateTime) adjuster.adjustInto(time);
        }
    });
    quantizer.firstValue(new IdPointValueTime(1, new MultistateValue(1), time.toInstant().toEpochMilli()), 0, false);
    quantizer.done();
    Assert.assertEquals(new Integer(31), counter.getValue());
}

Example 4 with StartsAndRuntime

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

the class DataPointRT method scheduleTimeoutImpl.

public void scheduleTimeoutImpl(long fireTime) {
    synchronized (intervalLoggingLock) {
        DataValue value;
        if (vo.getLoggingType() == DataPointVO.LoggingTypes.INTERVAL) {
            if (vo.getIntervalLoggingType() == DataPointVO.IntervalLoggingTypes.INSTANT)
                value = PointValueTime.getValue(pointValue);
            else if (vo.getIntervalLoggingType() == DataPointVO.IntervalLoggingTypes.MAXIMUM || vo.getIntervalLoggingType() == DataPointVO.IntervalLoggingTypes.MINIMUM) {
                value = PointValueTime.getValue(intervalValue);
                intervalValue = pointValue;
            } else if (vo.getIntervalLoggingType() == DataPointVO.IntervalLoggingTypes.AVERAGE) {
                // If we don't have enough averaging values then we will bail and wait for more
                if (vo.isOverrideIntervalLoggingSamples() && (averagingValues.size() != vo.getIntervalLoggingSampleWindowSize()))
                    return;
                if (vo.getPointLocator().getDataTypeId() == DataTypes.MULTISTATE) {
                    StartsAndRuntimeList stats = new StartsAndRuntimeList(intervalStartTime, fireTime, intervalValue, averagingValues);
                    double maxProportion = -1;
                    Object valueAtMax = null;
                    for (StartsAndRuntime sar : stats.getData()) {
                        if (sar.getProportion() > maxProportion) {
                            maxProportion = sar.getProportion();
                            valueAtMax = sar.getValue();
                        }
                    }
                    if (valueAtMax != null)
                        value = new MultistateValue(DataValue.objectToValue(valueAtMax).getIntegerValue());
                    else
                        value = null;
                } else {
                    AnalogStatistics stats = new AnalogStatistics(intervalStartTime, fireTime, intervalValue, averagingValues);
                    if (stats.getAverage() == null || (stats.getAverage() == Double.NaN && stats.getCount() == 0))
                        value = null;
                    else if (vo.getPointLocator().getDataTypeId() == DataTypes.NUMERIC)
                        value = new NumericValue(stats.getAverage());
                    else if (vo.getPointLocator().getDataTypeId() == DataTypes.BINARY)
                        value = new BinaryValue(stats.getAverage() >= 0.5);
                    else
                        throw new ShouldNeverHappenException("Unsupported average interval logging data type.");
                }
                // Compute the center point of our average data, starting by finding where our period started
                long sampleWindowStartTime;
                if (vo.isOverrideIntervalLoggingSamples())
                    sampleWindowStartTime = averagingValues.get(0).getTime();
                else
                    sampleWindowStartTime = intervalStartTime;
                intervalStartTime = fireTime;
                // Fix to simulate center tapped filter (un-shift the average)
                fireTime = sampleWindowStartTime + (fireTime - sampleWindowStartTime) / 2L;
                intervalValue = pointValue;
                if (!vo.isOverrideIntervalLoggingSamples())
                    averagingValues.clear();
            } else
                throw new ShouldNeverHappenException("Unknown interval logging type: " + vo.getIntervalLoggingType());
        } else if (vo.getLoggingType() == DataPointVO.LoggingTypes.ON_CHANGE_INTERVAL) {
            // Okay, no changes rescheduled the timer. Get a value, reschedule
            if (pointValue != null) {
                value = pointValue.getValue();
                if (vo.getPointLocator().getDataTypeId() == DataTypes.NUMERIC)
                    toleranceOrigin = pointValue.getDoubleValue();
            } else
                value = null;
            rescheduleChangeInterval(Common.getMillis(vo.getIntervalLoggingPeriodType(), vo.getIntervalLoggingPeriod()));
        } else
            value = null;
        if (value != null) {
            PointValueTime newValue = new PointValueTime(value, fireTime);
            valueCache.logPointValueAsync(newValue, null);
            // Fire logged Events
            fireEvents(null, newValue, null, false, false, true, false, false);
        }
    }
}

Example 5 with StartsAndRuntime

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

the class StartsAndRuntimeListQuantizerTest method testStartValueOneValuePerPeriod.

@Test
public void testStartValueOneValuePerPeriod() 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<>();
    int value = 1;
    while (time.toInstant().isBefore(to.toInstant())) {
        data.add(new IdPointValueTime(1, new MultistateValue(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);
    StartsAndRuntimeListQuantizer quantizer = new StartsAndRuntimeListQuantizer(bc, new StatisticsGeneratorQuantizerCallback<StartsAndRuntimeList>() {

        @Override
        public void quantizedStatistics(StartsAndRuntimeList statisticsGenerator) throws IOException {
            counter.increment();
            StartsAndRuntimeList stats = (StartsAndRuntimeList) 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 first
            Assert.assertEquals(1, stats.getFirstValue().getIntegerValue());
            Assert.assertEquals((long) sampleTime.toInstant().toEpochMilli(), (long) stats.getFirstTime());
            // Test last
            Assert.assertEquals(1, stats.getLastValue().getIntegerValue());
            Assert.assertEquals((long) sampleTime.toInstant().toEpochMilli(), (long) stats.getLastTime());
            // Test start (the first start value will be null
            Assert.assertEquals(1, stats.getStartValue().getIntegerValue());
            // Test count
            Assert.assertEquals(1, stats.getCount());
            // Ensure data
            Assert.assertEquals(1, stats.getStartsAndRuntime().size());
            StartsAndRuntime one = stats.getStartsAndRuntime().get(1);
            Assert.assertEquals(1, one.getStarts());
            Assert.assertEquals(100.0d, one.getPercentage(), 0.0001);
            Assert.assertEquals(1.0d, one.getProportion(), 0.0001);
            Assert.assertEquals(24 * 60 * 60 * 1000, one.getRuntime());
            // Move to next period time
            time = (ZonedDateTime) adjuster.adjustInto(time);
        }
    });
    quantizer.firstValue(new IdPointValueTime(1, new MultistateValue(1), 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());
}