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Example 56 with QueryCancelledException

use of com.infiniteautomation.mango.db.query.QueryCancelledException in project ma-core-public by MangoAutomation.

the class ValueChangeCounterQuantizerTest method testNoData.

@Test
public void testNoData() throws QueryCancelledException {
    NextTimePeriodAdjuster adjuster = new NextTimePeriodAdjuster(TimePeriods.DAYS, 1);
    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);
    ValueChangeCounterQuantizer quantizer = new ValueChangeCounterQuantizer(bc, new StatisticsGeneratorQuantizerCallback<ValueChangeCounter>() {

        @Override
        public void quantizedStatistics(ValueChangeCounter statisticsGenerator) throws QueryCancelledException {
            counter.increment();
            ValueChangeCounter stats = 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(null, stats.getFirstValue());
            Assert.assertEquals(null, stats.getFirstTime());
            // Test last
            Assert.assertEquals(null, stats.getLastValue());
            Assert.assertEquals(null, stats.getLastTime());
            // Test start
            Assert.assertEquals(null, stats.getStartValue());
            // Test count
            Assert.assertEquals(0, stats.getCount());
            // Move to next period time
            time = (ZonedDateTime) adjuster.adjustInto(time);
        }
    });
    quantizer.done();
    Assert.assertEquals(Integer.valueOf(31), counter.getValue());
}
Also used : ZonedDateTime(java.time.ZonedDateTime) MutableInt(org.apache.commons.lang3.mutable.MutableInt) ValueChangeCounter(com.infiniteautomation.mango.statistics.ValueChangeCounter) QueryCancelledException(com.infiniteautomation.mango.db.query.QueryCancelledException) NextTimePeriodAdjuster(com.infiniteautomation.mango.util.datetime.NextTimePeriodAdjuster) Test(org.junit.Test)

Example 57 with QueryCancelledException

use of com.infiniteautomation.mango.db.query.QueryCancelledException in project ma-core-public by MangoAutomation.

the class AnalogStatisticsQuantizerTest method testStartValueManyValuesPerPeriod.

@Test
public void testStartValueManyValuesPerPeriod() throws QueryCancelledException {
    // 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 QueryCancelledException {
            counter.increment();
            AnalogStatistics stats = 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(time.plusHours(12).toInstant().toEpochMilli(), (long) stats.getFirstTime());
            // Test last
            Assert.assertEquals(10.0d, stats.getLastValue(), 0.0001);
            Assert.assertEquals(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()), true);
    for (int count = 0; count < data.size(); count++) quantizer.accept(data.get(count));
    quantizer.lastValue(data.get(data.size() - 1), true);
    quantizer.done();
    Assert.assertEquals(Integer.valueOf(31), counter.getValue());
}
Also used : ArrayList(java.util.ArrayList) AnalogStatistics(com.infiniteautomation.mango.statistics.AnalogStatistics) IdPointValueTime(com.serotonin.m2m2.rt.dataImage.IdPointValueTime) ZonedDateTime(java.time.ZonedDateTime) MutableInt(org.apache.commons.lang3.mutable.MutableInt) NumericValue(com.serotonin.m2m2.rt.dataImage.types.NumericValue) QueryCancelledException(com.infiniteautomation.mango.db.query.QueryCancelledException) NextTimePeriodAdjuster(com.infiniteautomation.mango.util.datetime.NextTimePeriodAdjuster) Test(org.junit.Test)

Example 58 with QueryCancelledException

use of com.infiniteautomation.mango.db.query.QueryCancelledException in project ma-core-public by MangoAutomation.

the class AnalogStatisticsQuantizerTest method testNoStartValueOneValuePerPeriod.

@Test
public void testNoStartValueOneValuePerPeriod() throws QueryCancelledException {
    // 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 QueryCancelledException {
            counter.increment();
            AnalogStatistics stats = 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(sampleTime.toInstant().toEpochMilli(), (long) stats.getMinimumTime());
                Assert.assertEquals(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(sampleTime.toInstant().toEpochMilli(), (long) stats.getFirstTime());
            // Test last
            Assert.assertEquals(1.0d, stats.getLastValue(), 0.0001);
            Assert.assertEquals(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, true);
    for (int count = 0; count < data.size(); count++) quantizer.accept(data.get(count));
    quantizer.lastValue(data.get(data.size() - 1), true);
    quantizer.done();
    Assert.assertEquals(Integer.valueOf(31), counter.getValue());
}
Also used : ArrayList(java.util.ArrayList) AnalogStatistics(com.infiniteautomation.mango.statistics.AnalogStatistics) IdPointValueTime(com.serotonin.m2m2.rt.dataImage.IdPointValueTime) ZonedDateTime(java.time.ZonedDateTime) MutableInt(org.apache.commons.lang3.mutable.MutableInt) NumericValue(com.serotonin.m2m2.rt.dataImage.types.NumericValue) QueryCancelledException(com.infiniteautomation.mango.db.query.QueryCancelledException) NextTimePeriodAdjuster(com.infiniteautomation.mango.util.datetime.NextTimePeriodAdjuster) Test(org.junit.Test)

Example 59 with QueryCancelledException

use of com.infiniteautomation.mango.db.query.QueryCancelledException in project ma-core-public by MangoAutomation.

the class AnalogStatisticsQuantizerTest method testStartValueNoPeriodValues.

@Test
public void testStartValueNoPeriodValues() throws QueryCancelledException {
    // 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 QueryCancelledException {
            counter.increment();
            AnalogStatistics stats = 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()), true);
    quantizer.done();
    Assert.assertEquals(Integer.valueOf(31), counter.getValue());
}
Also used : ZonedDateTime(java.time.ZonedDateTime) MutableInt(org.apache.commons.lang3.mutable.MutableInt) AnalogStatistics(com.infiniteautomation.mango.statistics.AnalogStatistics) IdPointValueTime(com.serotonin.m2m2.rt.dataImage.IdPointValueTime) QueryCancelledException(com.infiniteautomation.mango.db.query.QueryCancelledException) NumericValue(com.serotonin.m2m2.rt.dataImage.types.NumericValue) NextTimePeriodAdjuster(com.infiniteautomation.mango.util.datetime.NextTimePeriodAdjuster) Test(org.junit.Test)

Example 60 with QueryCancelledException

use of com.infiniteautomation.mango.db.query.QueryCancelledException in project ma-core-public by MangoAutomation.

the class AnalogStatisticsQuantizerTest method testNoStartValueManyValuesPerPeriod.

// TODO Test with End Value on edge of period end i.e. not a bookend (this won't happen via a query)
// 
// Many Values Per Period Tests
// 
@Test
public void testNoStartValueManyValuesPerPeriod() throws QueryCancelledException {
    // 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 QueryCancelledException {
            counter.increment();
            AnalogStatistics stats = 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.plusHours(12).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 {
                // Have start value
                // 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 * 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;
                // first 12hrs didn't have a value
                double average = integral / (12d * 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(time.plusHours(12).toInstant().toEpochMilli(), (long) stats.getFirstTime());
            // Test last
            Assert.assertEquals(10.0d, stats.getLastValue(), 0.0001);
            Assert.assertEquals(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(10.0, 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(null, true);
    for (int count = 0; count < data.size(); count++) quantizer.accept(data.get(count));
    quantizer.lastValue(data.get(data.size() - 1), true);
    quantizer.done();
    Assert.assertEquals(Integer.valueOf(31), counter.getValue());
}
Also used : ArrayList(java.util.ArrayList) AnalogStatistics(com.infiniteautomation.mango.statistics.AnalogStatistics) IdPointValueTime(com.serotonin.m2m2.rt.dataImage.IdPointValueTime) ZonedDateTime(java.time.ZonedDateTime) MutableInt(org.apache.commons.lang3.mutable.MutableInt) NumericValue(com.serotonin.m2m2.rt.dataImage.types.NumericValue) QueryCancelledException(com.infiniteautomation.mango.db.query.QueryCancelledException) NextTimePeriodAdjuster(com.infiniteautomation.mango.util.datetime.NextTimePeriodAdjuster) Test(org.junit.Test)

Aggregations

QueryCancelledException (com.infiniteautomation.mango.db.query.QueryCancelledException)65 MutableInt (org.apache.commons.lang3.mutable.MutableInt)56 IdPointValueTime (com.serotonin.m2m2.rt.dataImage.IdPointValueTime)50 NextTimePeriodAdjuster (com.infiniteautomation.mango.util.datetime.NextTimePeriodAdjuster)48 ZonedDateTime (java.time.ZonedDateTime)48 Test (org.junit.Test)48 ArrayList (java.util.ArrayList)30 MultistateValue (com.serotonin.m2m2.rt.dataImage.types.MultistateValue)28 AnalogStatistics (com.infiniteautomation.mango.statistics.AnalogStatistics)17 StartsAndRuntimeList (com.infiniteautomation.mango.statistics.StartsAndRuntimeList)17 ValueChangeCounter (com.infiniteautomation.mango.statistics.ValueChangeCounter)17 StartsAndRuntime (com.infiniteautomation.mango.statistics.StartsAndRuntime)14 NumericValue (com.serotonin.m2m2.rt.dataImage.types.NumericValue)14 MutableLong (org.apache.commons.lang3.mutable.MutableLong)8 IOException (java.io.IOException)7 Map (java.util.Map)3 PointValueField (com.infiniteautomation.mango.rest.latest.model.pointValue.PointValueField)2 PointValueTimeWriter (com.infiniteautomation.mango.rest.latest.model.pointValue.PointValueTimeWriter)2 DataPointVO (com.serotonin.m2m2.vo.DataPointVO)2 JsonEncoding (com.fasterxml.jackson.core.JsonEncoding)1