org.dcache.util.histograms.HistogramModelTest.java Source code

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/*
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package org.dcache.util.histograms;

import com.fasterxml.jackson.core.JsonProcessingException;
import com.fasterxml.jackson.databind.ObjectMapper;
import org.apache.commons.math3.util.FastMath;
import org.junit.After;
import org.junit.Test;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;

import java.io.IOException;
import java.lang.reflect.InvocationTargetException;
import java.util.ArrayList;
import java.util.Calendar;
import java.util.List;
import java.util.Random;
import java.util.concurrent.TimeUnit;

import org.dcache.util.histograms.HistogramModel.UpdateOperation;
import org.dcache.util.histograms.TimeFrame.BinType;
import org.dcache.util.histograms.TimeFrame.Type;

import static junit.framework.TestCase.assertEquals;
import static junit.framework.TestCase.assertNotNull;
import static junit.framework.TestCase.assertNull;
import static org.junit.Assert.assertTrue;

public class HistogramModelTest {
    private static final Logger LOGGER = LoggerFactory.getLogger(HistogramModelTest.class);

    private static final Random RANDOM = new Random(System.currentTimeMillis());

    private HistogramModel model;
    private HistogramModel originalModel;
    private Exception error;
    private String serialized1;
    private String serialized2;

    @Test
    public void binUnitShouldBe1ForMaxValue50Days() throws NoSuchMethodException, InstantiationException,
            IllegalAccessException, InvocationTargetException {
        givenCountingHistogram();
        givenFilelifetimeValuesFor(50);
        givenBinCountOf(51);
        givenBinUnitOf((double) TimeUnit.DAYS.toMillis(1));
        givenBinLabelOf(TimeUnit.DAYS.name());
        givenDataLabelOf("COUNT");
        givenHistogramTypeOf("File Lifetime Count");
        whenConfigureIsCalled();
        assertThatBuildSucceeded();
        assertThatBinWidthIs(1);
    }

    @Test
    public void binUnitShouldBe2ForMaxValue100Days() throws NoSuchMethodException, InstantiationException,
            IllegalAccessException, InvocationTargetException {
        givenCountingHistogram();
        givenFilelifetimeValuesFor(100);
        givenBinCountOf(51);
        givenBinUnitOf((double) TimeUnit.DAYS.toMillis(1));
        givenBinLabelOf(TimeUnit.DAYS.name());
        givenDataLabelOf("COUNT");
        givenHistogramTypeOf("File Lifetime Count");
        whenConfigureIsCalled();
        assertThatBuildSucceeded();
        assertThatBinWidthIs(2);
    }

    @Test
    public void binUnitShouldBe3ForMaxValue101Days() throws NoSuchMethodException, InstantiationException,
            IllegalAccessException, InvocationTargetException {
        givenCountingHistogram();
        givenFilelifetimeValuesFor(101);
        givenBinCountOf(51);
        givenBinUnitOf((double) TimeUnit.DAYS.toMillis(1));
        givenBinLabelOf(TimeUnit.DAYS.name());
        givenDataLabelOf("COUNT");
        givenHistogramTypeOf("File Lifetime Count");
        whenConfigureIsCalled();
        assertThatBuildSucceeded();
        assertThatBinWidthIs(3);
    }

    @Test
    public void buildShouldFailWhenNoCountGivenToCounting() throws NoSuchMethodException, InstantiationException,
            IllegalAccessException, InvocationTargetException {
        givenCountingHistogram();
        givenFilelifetimeValuesFor(150);
        givenBinUnitOf((double) TimeUnit.DAYS.toMillis(1));
        givenBinLabelOf(TimeUnit.DAYS.name());
        givenDataLabelOf("COUNT");
        givenHistogramTypeOf("File Lifetime Count");
        whenConfigureIsCalled();
        assertThatBuildFailed();
    }

    @Test
    public void buildShouldFailWhenNoDataGivenToCountingHistogram() throws NoSuchMethodException,
            InstantiationException, IllegalAccessException, InvocationTargetException {
        givenCountingHistogram();
        whenConfigureIsCalled();
        assertThatBuildFailed();
    }

    @Test
    public void buildShouldFailWhenNoUnitGivenToCountingHistogram() throws NoSuchMethodException,
            InstantiationException, IllegalAccessException, InvocationTargetException {
        givenCountingHistogram();
        givenFilelifetimeValuesFor(150);
        givenBinCountOf(51);
        givenBinLabelOf(TimeUnit.DAYS.name());
        givenDataLabelOf("COUNT");
        givenHistogramTypeOf("File Lifetime Count");
        whenConfigureIsCalled();
        assertThatBuildFailed();
    }

    @Test
    public void buildShouldSucceedForTimeframeHistogramWithoutData() throws NoSuchMethodException,
            InstantiationException, IllegalAccessException, InvocationTargetException {
        givenTimeframeHistogram();
        givenBinUnitOf((double) TimeUnit.HOURS.toMillis(1));
        givenBinCountOf(48);
        givenBinLabelOf(TimeUnit.HOURS.name());
        givenDataLabelOf("COUNT");
        givenHistogramTypeOf("Queued Movers");
        givenHighestBinOf(getHoursInThePastFromNow(0));
        whenConfigureIsCalled();
        assertThatBuildSucceeded();
    }

    @Test
    public void buildShouldSucceedForTimeframeHistogramWithoutFileSizeValues() throws JsonProcessingException,
            NoSuchMethodException, InstantiationException, IllegalAccessException, InvocationTargetException {
        givenTimeframeHistogram();
        givenValidTimeframeSpecification();
        whenConfigureIsCalled();
        assertThatBuildSucceeded();
    }

    @Test
    public void buildShouldSucceedForTimeframeHistogramWithFileSizeValues() throws JsonProcessingException,
            NoSuchMethodException, InstantiationException, IllegalAccessException, InvocationTargetException {
        givenTimeframeHistogram();
        givenFileSizeValuesFor(24);
        givenValidTimeframeSpecification();
        whenConfigureIsCalled();
        assertThatBuildSucceeded();
    }

    @After
    public void printDiagnostics() throws JsonProcessingException {
        if (model != null) {
            LOGGER.info(new ObjectMapper().writerWithDefaultPrettyPrinter().writeValueAsString(model));
            LOGGER.info(
                    new ObjectMapper().writerWithDefaultPrettyPrinter().writeValueAsString(model.toHistogram()));
        }
    }

    @Test
    public void rebuiltTimeframeHistogramShouldBeTheSameAsOriginal() throws NoSuchMethodException,
            InstantiationException, IllegalAccessException, InvocationTargetException {
        givenTimeframeHistogram();
        givenQueueCountValuesFor(48);
        givenBinUnitOf((double) TimeUnit.HOURS.toMillis(1));
        givenBinCountOf(48);
        givenBinLabelOf(TimeUnit.HOURS.name());
        givenDataLabelOf("COUNT");
        givenHistogramTypeOf("Queued Movers");
        givenHighestBinOf(getHoursInThePastFromNow(0));
        whenConfigureIsCalled();
        whenHistogramIsStored();
        givenTimeframeHistogram();
        whenConfigureIsCalled();
        assertThatOriginalHistogramEqualsStored();
    }

    @Test
    public void serializedTimeframeHistogramShouldDeserializeCorrectly() throws NoSuchMethodException,
            InstantiationException, IllegalAccessException, InvocationTargetException {
        givenTimeframeHistogram();
        givenQueueCountValuesFor(48);
        givenBinUnitOf((double) TimeUnit.HOURS.toMillis(1));
        givenBinCountOf(48);
        givenBinLabelOf(TimeUnit.HOURS.name());
        givenDataLabelOf("COUNT");
        givenHistogramTypeOf("Queued Movers");
        givenHighestBinOf(getHoursInThePastFromNow(0));
        whenConfigureIsCalled();
        whenHistogramIsSerialized();
        whenHistogramIsDeserialized();
        whenHistogramIsSerializedAgain();
        assertThatSerializationsAreEqual();
    }

    @Test
    public void updateOnTimeframeHistogramShouldAverageLastValue() throws NoSuchMethodException,
            InstantiationException, IllegalAccessException, InvocationTargetException {
        givenTimeframeHistogram();
        givenQueueCountValuesFor(48);
        givenBinUnitOf((double) TimeUnit.HOURS.toMillis(1));
        givenBinCountOf(48);
        givenBinLabelOf(TimeUnit.HOURS.name());
        givenDataLabelOf("COUNT");
        givenHistogramTypeOf("Queued Movers");
        givenHighestBinOf(getHoursInThePastFromNow(0));
        whenConfigureIsCalled();
        assertThatUpdateAveragesLastValue();
    }

    @Test
    public void updateOnTimeframeHistogramShouldReplaceLastValue() throws NoSuchMethodException,
            InstantiationException, IllegalAccessException, InvocationTargetException {
        givenTimeframeHistogram();
        givenQueueCountValuesFor(48);
        givenBinUnitOf((double) TimeUnit.HOURS.toMillis(1));
        givenBinCountOf(48);
        givenBinLabelOf(TimeUnit.HOURS.name());
        givenDataLabelOf("COUNT");
        givenHistogramTypeOf("Queued Movers");
        givenHighestBinOf(getHoursInThePastFromNow(0));
        whenConfigureIsCalled();
        assertThatUpdateReplacesLastValue();
    }

    @Test
    public void updateOnTimeframeHistogramShouldRotateBuffer() throws NoSuchMethodException, InstantiationException,
            IllegalAccessException, InvocationTargetException {
        givenTimeframeHistogram();
        givenQueueCountValuesFor(48);
        givenBinUnitOf((double) TimeUnit.HOURS.toMillis(1));
        givenBinCountOf(48);
        givenBinLabelOf(TimeUnit.HOURS.name());
        givenDataLabelOf("COUNT");
        givenHistogramTypeOf("Queued Movers");
        givenHighestBinOf(getHoursInThePastFromNow(3));
        whenConfigureIsCalled();
        assertThatUpdateRotatesBuffer(3);
    }

    @Test
    public void updateOnTimeframeHistogramShouldRotateBufferToMaximum() throws NoSuchMethodException,
            InstantiationException, IllegalAccessException, InvocationTargetException {
        givenTimeframeHistogram();
        givenQueueCountValuesFor(48);
        givenBinUnitOf((double) TimeUnit.HOURS.toMillis(1));
        givenBinCountOf(48);
        givenBinLabelOf(TimeUnit.HOURS.name());
        givenDataLabelOf("COUNT");
        givenHistogramTypeOf("Queued Movers");
        givenHighestBinOf(getHoursInThePastFromNow(53));
        whenConfigureIsCalled();
        assertThatUpdateRotatesBuffer(53);
    }

    @Test
    public void updateOnTimeframeHistogramShouldSumLastValue() throws NoSuchMethodException, InstantiationException,
            IllegalAccessException, InvocationTargetException {
        givenTimeframeHistogram();
        givenQueueCountValuesFor(48);
        givenBinUnitOf((double) TimeUnit.HOURS.toMillis(1));
        givenBinCountOf(48);
        givenBinLabelOf(TimeUnit.HOURS.name());
        givenDataLabelOf("COUNT");
        givenHistogramTypeOf("Queued Movers");
        givenHighestBinOf(getHoursInThePastFromNow(0));
        whenConfigureIsCalled();
        assertThatUpdateSumsLastValue();
    }

    @Test
    public void updateShouldFailOnCountingHistogram() throws NoSuchMethodException, InstantiationException,
            IllegalAccessException, InvocationTargetException {
        givenCountingHistogram();
        givenFilelifetimeValuesFor(150);
        givenBinCountOf(51);
        givenBinUnitOf((double) TimeUnit.DAYS.toMillis(1));
        givenBinLabelOf(TimeUnit.DAYS.name());
        givenDataLabelOf("Count");
        givenDataLabelOf("COUNT");
        givenHistogramTypeOf("File Lifetime Count");
        whenConfigureIsCalled();
        assertThatBuildSucceeded();
        assertThatUpdateFails();
    }

    private void assertThatBinWidthIs(int numUnits) {
        assertEquals("wrong binWidth", numUnits, (int) model.binWidth);
    }

    private void assertThatBuildFailed() {
        assertNotNull("Build succeeded but should have failed", error);
        model = null;
    }

    private void assertThatBuildSucceeded() {
        String msg = error == null ? null : error.getMessage();
        assertNull(msg, error);
    }

    private void assertThatOriginalHistogramEqualsStored() {
        try {
            assertTrue(model.getClass().equals(originalModel.getClass()));
            String original = new ObjectMapper().writeValueAsString(originalModel);
            String restored = new ObjectMapper().writeValueAsString(model);
            assertEquals("object strings are not the same", original, restored);
        } catch (JsonProcessingException e) {
            assertNull(e.getMessage(), e);
        }
    }

    private void assertThatSerializationsAreEqual() {
        assertEquals("serializations are not equal", serialized1, serialized2);
    }

    private void assertThatUpdateAveragesLastValue() {
        Double[][] values = values();
        Double[] last = values[values.length - 1];
        double lastValue = last[1];
        double newValue = lastValue * 3;
        double average = (lastValue + newValue) / 2;
        model.update(newValue, UpdateOperation.AVERAGE, System.currentTimeMillis());
        values = values();
        assertTrue("value was not replaced", lastValue != values[values.length - 1][1]);
        assertTrue("last value was replaced with faulty value", average == values[values.length - 1][1]);
    }

    private void assertThatUpdateFails() {
        Exception thrown = null;

        try {
            model.update(1.243, UpdateOperation.REPLACE, System.currentTimeMillis());
        } catch (UnsupportedOperationException e) {
            thrown = e;
        }

        assertNotNull(thrown);
        assertTrue(thrown instanceof UnsupportedOperationException);
    }

    private void assertThatUpdateReplacesLastValue() {
        Double[][] values = values();
        Double[] last = values[values.length - 1];
        double lastValue = last[1];
        double newValue = lastValue * 3;
        model.update(newValue, UpdateOperation.REPLACE, System.currentTimeMillis());
        values = values();
        assertTrue("value was not replaced", lastValue != values[values.length - 1][1]);
        assertTrue("last value was replaced with faulty value", newValue == values[values.length - 1][1]);
    }

    private void assertThatUpdateRotatesBuffer(int units) {
        Double[][] originals = values();
        long now = System.currentTimeMillis();

        model.update(2.53, UpdateOperation.AVERAGE, now);
        model.update(5.71, UpdateOperation.AVERAGE, now);
        Double[][] rotated = values();
        assertTrue("new buffer has wrong size", originals.length == rotated.length);

        int r = 0;

        for (int i = units; i < originals.length; ++i) {
            assertTrue("rotated value " + r + " is incorrect", originals[i][1] == rotated[r][1]);
            ++r;
        }

        for (; r < rotated.length - 1; ++r) {
            assertTrue("rotated value " + r + " is incorrect", null == rotated[r][1]);
        }

        assertTrue("last rotated value is incorrect", rotated[rotated.length - 1][1] == 4.12);

        HistogramMetadata metadata = model.metadata;
        int[] counts = metadata.getBinCounts();
        assertTrue("last rotated count is incorrect", counts[metadata.rotatedIndex(rotated.length - 1)] == 2);
    }

    private void assertThatUpdateSumsLastValue() {
        Double[][] values = values();
        Double[] last = values[values.length - 1];
        double lastValue = last[1];
        double newValue = lastValue * 3;
        model.update(newValue, UpdateOperation.SUM, System.currentTimeMillis());
        values = values();
        assertTrue("value was not replaced", lastValue != values[values.length - 1][1]);
        assertTrue("last value was replaced with faulty value",
                newValue + lastValue == values[values.length - 1][1]);
    }

    private double getHoursInThePastFromNow(int hours) {
        Calendar calendar = Calendar.getInstance();
        long diff = TimeUnit.HOURS.toMillis(hours);
        calendar.setTimeInMillis(System.currentTimeMillis() - diff);
        calendar.set(Calendar.MINUTE, 0);
        calendar.set(Calendar.SECOND, 0);
        calendar.set(Calendar.MILLISECOND, 0);
        return (double) calendar.getTimeInMillis();
    }

    private List<Double> getQueueCountsFor(int units) {
        List<Double> queue = new ArrayList<>();
        int radix = 1000;

        for (int i = 0; i < units; ++i) {
            long count = FastMath.abs(RANDOM.nextLong()) % radix;
            queue.add((double) count);
        }

        return queue;
    }

    private List<Double> getRawBytesFor(int units) {
        List<Double> bytes = new ArrayList<>();
        int radix = 1024;

        for (int i = 0; i < units; ++i) {
            long size = FastMath.abs(RANDOM.nextLong()) % radix;
            size *= 1024 * 1024 * 1024;
            bytes.add((double) size);
        }

        return bytes;
    }

    private List<Double> getRawLifetimes(int days) {
        List<Double> lifetimes = new ArrayList<>();
        long radix = TimeUnit.DAYS.toMillis(days);
        /*
         *  Ensure that the max is there so
         *  the assertion always works, regardless
         *  of the other random values.
         */
        lifetimes.add((double) radix);
        for (int i = 1; i < days; ++i) {
            long duration = FastMath.abs(RANDOM.nextLong()) % radix;
            lifetimes.add((double) duration);
        }
        return lifetimes;
    }

    private void givenBinCountOf(int count) {
        model.setBinCount(count);
    }

    private void givenBinLabelOf(String binType) {
        model.setBinUnitLabel(binType);
    }

    private void givenBinUnitOf(double unit) {
        model.setBinUnit(unit);
    }

    private void givenTimeframeHistogram() throws InvocationTargetException, NoSuchMethodException,
            InstantiationException, IllegalAccessException {
        withHistogramModel(TimeseriesHistogram.class);
    }

    private void givenCountingHistogram() throws InvocationTargetException, NoSuchMethodException,
            InstantiationException, IllegalAccessException {
        withHistogramModel(CountingHistogram.class);
    }

    private void givenDataLabelOf(String label) {
        model.setDataUnitLabel(label);
    }

    private void givenFileSizeValuesFor(int units) {
        model.setData(getRawBytesFor(units));
    }

    private void givenFilelifetimeValuesFor(int units) {
        model.setData(getRawLifetimes(units));
    }

    private void givenHighestBinOf(double bin) {
        model.setHighestBin(bin);
    }

    private void givenHistogramTypeOf(String type) {
        model.setIdentifier(type);
    }

    private void givenQueueCountValuesFor(int units) {
        model.setData(getQueueCountsFor(units));
    }

    private void givenValidTimeframeSpecification() {
        Calendar high = TimeFrame.computeHighTimeFromNow(BinType.HOUR);
        TimeFrame timeFrame = new TimeFrame(high.getTimeInMillis());
        timeFrame.setTimebin(BinType.HOUR);
        timeFrame.setTimeframe(Type.DAY);
        ((TimeseriesHistogram) model).withTimeFrame(timeFrame);
        model.setDataUnitLabel("BYTES");
    }

    private Double[][] values() {
        Histogram h = model.toHistogram();
        return h.getValues();
    }

    private void whenConfigureIsCalled() {
        try {
            model.setIdentifier("test-histogram");
            model.configure();
        } catch (Exception e) {
            error = e;
        }
    }

    private void whenHistogramIsDeserialized() {
        try {
            model = new ObjectMapper().readValue(serialized1, model.getClass());
        } catch (IOException e) {
            assertNull(e.toString(), e);
        }
    }

    private void whenHistogramIsSerialized() {
        try {
            serialized1 = new ObjectMapper().writerWithDefaultPrettyPrinter().writeValueAsString(model);
        } catch (JsonProcessingException e) {
            assertNull(e.toString(), e);
        }
    }

    private void whenHistogramIsSerializedAgain() {
        try {
            serialized2 = new ObjectMapper().writerWithDefaultPrettyPrinter().writeValueAsString(model);
        } catch (JsonProcessingException e) {
            assertNull(e.toString(), e);
        }
    }

    private void whenHistogramIsStored() throws InvocationTargetException, NoSuchMethodException,
            InstantiationException, IllegalAccessException {
        originalModel = model;
        withHistogramModel(model.getClass());
    }

    private <T extends HistogramModel> void withHistogramModel(Class<T> clzz) throws IllegalAccessException,
            InstantiationException, NoSuchMethodException, InvocationTargetException {
        if (model == null) {
            model = clzz.newInstance();
        } else {
            model = clzz.getConstructor(clzz).newInstance(clzz.cast(model));
        }
    }
}