@Before
public void setUp() throws Exception {
super.setUp();
AstyanaxWriter writer = AstyanaxWriter.getInstance();
IncomingMetricMetadataAnalyzer analyzer =
new IncomingMetricMetadataAnalyzer(MetadataCache.getInstance());
// insert something every 1m for 24h
for (int i = 0; i < 1440; i++) {
final long curMillis = baseMillis + i * 60000;
final List<Metric> metrics = new ArrayList<Metric>();
final Metric metric = getRandomIntMetric(locators[0], curMillis);
final Metric stringMetric = getRandomStringmetric(locators[1], curMillis);
metrics.add(metric);
metrics.add(stringMetric);
analyzer.scanMetrics(new ArrayList<IMetric>(metrics));
writer.insertFull(metrics);
}
httpHandler = new HttpRollupsQueryHandler();
// generate every level of rollup for the raw data
Granularity g = Granularity.FULL;
while (g != Granularity.MIN_1440) {
g = g.coarser();
for (Locator locator : locators) {
generateRollups(locator, baseMillis, baseMillis + 86400000, g);
}
}
final Map<Granularity, Integer> answerForNumericMetric = new HashMap<Granularity, Integer>();
answerForNumericMetric.put(Granularity.FULL, 1440);
answerForNumericMetric.put(Granularity.MIN_5, 289);
answerForNumericMetric.put(Granularity.MIN_20, 73);
answerForNumericMetric.put(Granularity.MIN_60, 25);
answerForNumericMetric.put(Granularity.MIN_240, 7);
answerForNumericMetric.put(Granularity.MIN_1440, 2);
final Map<Granularity, Integer> answerForStringMetric = new HashMap<Granularity, Integer>();
answerForStringMetric.put(Granularity.FULL, 1440);
answerForStringMetric.put(Granularity.MIN_5, 1440);
answerForStringMetric.put(Granularity.MIN_20, 1440);
answerForStringMetric.put(Granularity.MIN_60, 1440);
answerForStringMetric.put(Granularity.MIN_240, 1440);
answerForStringMetric.put(Granularity.MIN_1440, 1440);
locatorToPoints.put(locators[0], answerForNumericMetric);
locatorToPoints.put(locators[1], answerForStringMetric);
}
private void testGetRollupByResolution() throws Exception {
for (Locator locator : locators) {
for (Resolution resolution : Resolution.values()) {
Granularity g = Granularity.granularities()[resolution.getValue()];
testHTTPHandlersGetByResolution(
locator,
resolution,
baseMillis,
baseMillis + 86400000,
locatorToPoints.get(locator).get(g));
}
}
}
/**
* For a given list of metrics, figure out the shard and slot they belong to and for those shard
* and slot combinations, get all the locators from metrics_delayed_locator column family.
*
* @param metrics
* @return
* @throws IOException
*/
protected Set<Locator> retrieveLocatorsByShardAndSlot(List<IMetric> metrics) throws IOException {
Set<String> slotKeys = new HashSet<String>();
for (IMetric metric : metrics) {
int shard = Util.getShard(metric.getLocator().toString());
int slot = DELAYED_METRICS_STORAGE_GRANULARITY.slot(metric.getCollectionTime());
SlotKey slotKey = SlotKey.of(DELAYED_METRICS_STORAGE_GRANULARITY, slot, shard);
slotKeys.add(slotKey.toString());
}
Set<Locator> locatorsFromDB = new HashSet<Locator>();
for (String slotKeyStr : slotKeys) {
locatorsFromDB.addAll(delayedLocatorIO.getLocators(SlotKey.parse(slotKeyStr)));
}
return locatorsFromDB;
}
private void testHTTPRollupHandlerGetByPoints(
Map<Locator, Map<Granularity, Integer>> answers,
Map<Granularity, Integer> points,
long from,
long to)
throws Exception {
for (Locator locator : locators) {
for (Granularity g2 : Granularity.granularities()) {
MetricData data =
httpHandler.GetDataByPoints(
locator.getTenantId(),
locator.getMetricName(),
baseMillis,
baseMillis + 86400000,
points.get(g2));
Assert.assertEquals((int) answers.get(locator).get(g2), data.getData().getPoints().size());
Assert.assertEquals(locatorToUnitMap.get(locator), data.getUnit());
}
}
}
/**
* This method is to supply the granularity parameter to some test methods below
*
* @return
*/
protected Object getGranularitiesToTest() {
return Arrays.copyOfRange(
Granularity.granularities(), 1, Granularity.granularities().length - 1);
}
/**
* Base class for getting BasicMetricsRW implementations for writing/reading basic metrics
* (SimpleNumber). This class mostly creates:
*
* <ul>
* <li>the sample data which is read and written using the MetricsRW implementations
* <li>helper methods for creating {@link
* com.rackspacecloud.blueflood.service.SingleRollupWriteContext}
* </ul>
*/
public class BasicMetricsRWIntegrationTest extends IntegrationTestBase {
protected static final double EPSILON = .5;
private static final String TENANT1 = "123456";
private static final String TENANT2 = "987654";
private static final String TENANT3 = "123789";
protected LocatorIO locatorIO = new DLocatorIO();
protected DelayedLocatorIO delayedLocatorIO = new DDelayedLocatorIO();
protected MetricsRW datastaxMetricsRW =
new DBasicMetricsRW(locatorIO, delayedLocatorIO, false, new DefaultClockImpl());
protected MetricsRW astyanaxMetricsRW = new ABasicMetricsRW(false, new DefaultClockImpl());
protected Map<Locator, IMetric> numericMap = new HashMap<Locator, IMetric>();
protected Map<Locator, IMetric> stringMap = new HashMap<Locator, IMetric>();
protected Map<Locator, IMetric> boolMap = new HashMap<Locator, IMetric>();
protected static final long MAX_AGE_ALLOWED =
Configuration.getInstance().getLongProperty(CoreConfig.ROLLUP_DELAY_MILLIS);
protected static Granularity DELAYED_METRICS_STORAGE_GRANULARITY =
Granularity.getRollupGranularity(
Configuration.getInstance()
.getStringProperty(CoreConfig.DELAYED_METRICS_STORAGE_GRANULARITY));
/**
* Generate numeric metrics to be used by the tests.
*
* @throws CacheException
*/
@Before
public void generateMetrics() throws CacheException {
String className = getClass().getSimpleName();
for (String tid : Arrays.asList(TENANT1, TENANT2, TENANT3)) {
// Numeric
Locator locator =
Locator.createLocatorFromPathComponents(
tid, className + ".numeric.metric." + System.currentTimeMillis());
Metric metric =
new Metric(
locator,
new Long(System.currentTimeMillis() % 100),
System.currentTimeMillis(),
new TimeValue(1, TimeUnit.DAYS),
"unit");
numericMap.put(locator, metric);
}
}
/**
* This method is to supply the granularity parameter to some test methods below
*
* @return
*/
protected Object getGranularitiesToTest() {
return Arrays.copyOfRange(
Granularity.granularities(), 1, Granularity.granularities().length - 1);
}
/**
* Converts the input metrics from a map of locator -> IMetric to a list of {@link
* com.rackspacecloud.blueflood.service.SingleRollupWriteContext} objects
*
* @param inputMetrics
* @return
*/
protected List<SingleRollupWriteContext> toWriteContext(
Collection<IMetric> inputMetrics, Granularity destGran) throws IOException {
List<SingleRollupWriteContext> resultList = new ArrayList<SingleRollupWriteContext>();
for (IMetric metric : inputMetrics) {
SingleRollupWriteContext writeContext = createSingleRollupWriteContext(destGran, metric);
resultList.add(writeContext);
}
return resultList;
}
/**
* Convert a list of {@link com.rackspacecloud.blueflood.types.Points} into a list of {@link
* com.rackspacecloud.blueflood.service.SingleRollupWriteContext} for the given Granularity and
* Locator.
*
* @param locator
* @param points
* @param gran
* @return
*/
protected List<SingleRollupWriteContext> toWriteContext(
Locator locator, Points<Rollup> points, Granularity gran) {
List<SingleRollupWriteContext> resultList = new ArrayList<SingleRollupWriteContext>();
for (Map.Entry<Long, Points.Point<Rollup>> entry : points.getPoints().entrySet()) {
resultList.add(
new SingleRollupWriteContext(
entry.getValue().getData(),
locator,
gran,
CassandraModel.getBasicColumnFamily(gran),
entry.getKey()));
}
return resultList;
}
/**
* Create a single {@link com.rackspacecloud.blueflood.service.SingleRollupWriteContext} from the
* given {@link com.rackspacecloud.blueflood.types.IMetric} and Granularity.
*
* @param destGran
* @param metric
* @return
* @throws IOException
*/
protected SingleRollupWriteContext createSingleRollupWriteContext(
Granularity destGran, IMetric metric) throws IOException {
Locator locator = metric.getLocator();
Points<SimpleNumber> points = new Points<SimpleNumber>();
points.add(
new Points.Point<SimpleNumber>(
metric.getCollectionTime(), new SimpleNumber(metric.getMetricValue())));
BasicRollup rollup = BasicRollup.buildRollupFromRawSamples(points);
return new SingleRollupWriteContext(
rollup,
locator,
destGran,
CassandraModel.getBasicColumnFamily(destGran),
metric.getCollectionTime());
}
/**
* For a given list of locators, figure the shard they belong to and for all those shards get all
* the locators in metric_locator column family
*
* @param ingestedLocators
* @return
* @throws IOException
*/
protected Set<Locator> retrieveLocators(Set<Locator> ingestedLocators) throws IOException {
Set<Long> shards = new HashSet<Long>();
for (Locator locator : ingestedLocators) {
long shard = (long) Util.getShard(locator.toString());
shards.add(shard);
}
Set<Locator> locatorsFromDB = new HashSet<Locator>();
for (Long shard : shards) {
locatorsFromDB.addAll(locatorIO.getLocators(shard));
}
return locatorsFromDB;
}
/**
* For a given list of metrics, figure out the shard and slot they belong to and for those shard
* and slot combinations, get all the locators from metrics_delayed_locator column family.
*
* @param metrics
* @return
* @throws IOException
*/
protected Set<Locator> retrieveLocatorsByShardAndSlot(List<IMetric> metrics) throws IOException {
Set<String> slotKeys = new HashSet<String>();
for (IMetric metric : metrics) {
int shard = Util.getShard(metric.getLocator().toString());
int slot = DELAYED_METRICS_STORAGE_GRANULARITY.slot(metric.getCollectionTime());
SlotKey slotKey = SlotKey.of(DELAYED_METRICS_STORAGE_GRANULARITY, slot, shard);
slotKeys.add(slotKey.toString());
}
Set<Locator> locatorsFromDB = new HashSet<Locator>();
for (String slotKeyStr : slotKeys) {
locatorsFromDB.addAll(delayedLocatorIO.getLocators(SlotKey.parse(slotKeyStr)));
}
return locatorsFromDB;
}
}