Examples with BatchPointValue com.serotonin.m2m2.db.dao.BatchPointValue used on opensource projects

Example 1 with BatchPointValue

use of com.serotonin.m2m2.db.dao.BatchPointValue in project ma-core-public by infiniteautomation.

the class NumericPointValueDaoTestHelper method before.

/**
 * Insert some test data.
 * Call before every test.
 */
public void before() {
    List<BatchPointValue<PointValueTime>> values = new ArrayList<>();
    // Start back 30 days
    endTs = System.currentTimeMillis();
    startTs = endTs - (30L * 24L * 60L * 60L * 1000L);
    // Insert a few samples for series 2 before our time
    series2StartTs = startTs - (1000 * 60 * 15);
    long time = series2StartTs;
    PointValueTime p2vt = new PointValueTime(-3.0, time);
    values.add(new BatchPointValueImpl<PointValueTime>(vo2, p2vt));
    time = startTs - (1000 * 60 * 10);
    p2vt = new PointValueTime(-2.0, time);
    values.add(new BatchPointValueImpl<PointValueTime>(vo2, p2vt));
    time = startTs - (1000 * 60 * 5);
    p2vt = new PointValueTime(-1.0, time);
    values.add(new BatchPointValueImpl<PointValueTime>(vo2, p2vt));
    time = startTs;
    // Insert a sample every 5 minutes
    double value = 0.0;
    while (time < endTs) {
        PointValueTime pvt = new PointValueTime(value, time);
        values.add(new BatchPointValueImpl<PointValueTime>(vo1, pvt));
        values.add(new BatchPointValueImpl<PointValueTime>(vo2, pvt));
        time = time + 1000 * 60 * 5;
        totalSampleCount++;
        value++;
    }
    // Add a few more samples for series 2 after our time
    p2vt = new PointValueTime(value++, time);
    values.add(new BatchPointValueImpl<PointValueTime>(vo2, p2vt));
    time = time + (1000 * 60 * 5);
    p2vt = new PointValueTime(value++, time);
    values.add(new BatchPointValueImpl<PointValueTime>(vo2, p2vt));
    time = time + (1000 * 60 * 5);
    p2vt = new PointValueTime(value, time);
    values.add(new BatchPointValueImpl<PointValueTime>(vo2, p2vt));
    this.series2EndTs = time;
    dao.savePointValues(values.stream().peek(v -> {
        data.computeIfAbsent(v.getPoint().getSeriesId(), k -> new ArrayList<>()).add(v.getValue());
    }), 10000);
}

Example 2 with BatchPointValue

use of com.serotonin.m2m2.db.dao.BatchPointValue in project ma-core-public by infiniteautomation.

the class StatisticsAggregatorTest method aggregateWithInitialValue.

@Test
public void aggregateWithInitialValue() {
    PointValueTime initialValue = new PointValueTime(1.0D, from.minusHours(1L).toInstant().toEpochMilli());
    PointValueGenerator generator = new ConstantPointValueGenerator(from.toInstant(), to.toInstant(), pollPeriod, new NumericValue(0.0D));
    var stream = generator.apply(new DataPointVO()).map(BatchPointValue::getValue);
    BucketCalculator bucketCalc = new TemporalAmountBucketCalculator(from, to, aggregatePeriod);
    List<NumericAggregate> aggregates = StatisticsAggregator.aggregate(Stream.concat(Stream.of(initialValue), stream), new AnalogStatisticsQuantizer(bucketCalc)).collect(Collectors.toList());
    Assert.assertEquals(expectedAggregateValues, aggregates.size());
    for (var aggregate : aggregates) {
        assertEquals(180L, aggregate.getCount());
        assertEquals(0.0D, aggregate.getArithmeticMean(), 0.0D);
        assertEquals(0.0D, aggregate.getArithmeticMean(), 0.0D);
    }
}

Example 3 with BatchPointValue

use of com.serotonin.m2m2.db.dao.BatchPointValue in project ma-core-public by infiniteautomation.

the class StatisticsAggregatorTest method aggregate.

@Test
public void aggregate() {
    PointValueGenerator generator = new ConstantPointValueGenerator(from.toInstant(), to.toInstant(), pollPeriod, new NumericValue(0.0D));
    var stream = generator.apply(new DataPointVO()).map(BatchPointValue::getValue);
    BucketCalculator bucketCalc = new TemporalAmountBucketCalculator(from, to, aggregatePeriod);
    List<NumericAggregate> aggregates = StatisticsAggregator.aggregate(stream, new AnalogStatisticsQuantizer(bucketCalc)).collect(Collectors.toList());
    Assert.assertEquals(expectedAggregateValues, aggregates.size());
    for (var aggregate : aggregates) {
        assertEquals(180L, aggregate.getCount());
        assertEquals(0.0D, aggregate.getArithmeticMean(), 0.0D);
        assertEquals(0.0D, aggregate.getArithmeticMean(), 0.0D);
    }
}

Example 4 with BatchPointValue

use of com.serotonin.m2m2.db.dao.BatchPointValue in project ma-core-public by MangoAutomation.

the class NumericPointValueDaoTestHelper method before.

/**
 * Insert some test data.
 * Call before every test.
 */
public void before() {
    List<BatchPointValue> values = new ArrayList<>();
    // Start back 30 days
    endTs = System.currentTimeMillis();
    startTs = endTs - (30L * 24L * 60L * 60L * 1000L);
    // Insert a few samples for series 2 before our time
    series2StartTs = startTs - (1000 * 60 * 15);
    long time = series2StartTs;
    PointValueTime p2vt = new PointValueTime(-3.0, time);
    values.add(new BatchPointValueImpl(vo2, p2vt));
    time = startTs - (1000 * 60 * 10);
    p2vt = new PointValueTime(-2.0, time);
    values.add(new BatchPointValueImpl(vo2, p2vt));
    time = startTs - (1000 * 60 * 5);
    p2vt = new PointValueTime(-1.0, time);
    values.add(new BatchPointValueImpl(vo2, p2vt));
    time = startTs;
    // Insert a sample every 5 minutes
    double value = 0.0;
    while (time < endTs) {
        PointValueTime pvt = new PointValueTime(value, time);
        values.add(new BatchPointValueImpl(vo1, pvt));
        values.add(new BatchPointValueImpl(vo2, pvt));
        time = time + 1000 * 60 * 5;
        totalSampleCount++;
        value++;
    }
    // Add a few more samples for series 2 after our time
    p2vt = new PointValueTime(value++, time);
    values.add(new BatchPointValueImpl(vo2, p2vt));
    time = time + (1000 * 60 * 5);
    p2vt = new PointValueTime(value++, time);
    values.add(new BatchPointValueImpl(vo2, p2vt));
    time = time + (1000 * 60 * 5);
    p2vt = new PointValueTime(value, time);
    values.add(new BatchPointValueImpl(vo2, p2vt));
    this.series2EndTs = time;
    dao.savePointValues(values.stream().peek(v -> {
        data.computeIfAbsent(v.getVo().getSeriesId(), k -> new ArrayList<>()).add(v.getPointValue());
    }), 10000);
}