private void postInitialize() { // start trigger once the initialization is done. triggerPolicy.start(); }
/** * Start the trigger policy and waterMarkEventGenerator if set */ protected void start() { if (waterMarkEventGenerator != null) { LOG.debug("Starting waterMarkEventGenerator"); waterMarkEventGenerator.start(); } LOG.debug("Starting trigger policy"); triggerPolicy.start(); }
windowManager.setEvictionPolicy(evictionPolicy); TriggerPolicy<Integer, ?> triggerPolicy = new WatermarkTimeTriggerPolicy<Integer>(10, windowManager, evictionPolicy, windowManager); triggerPolicy.start(); windowManager.setTriggerPolicy(triggerPolicy);
@Test public void testEventTimeLag() throws Exception { EvictionPolicy<Integer, ?> evictionPolicy = new WatermarkTimeEvictionPolicy<>(20, 5); windowManager.setEvictionPolicy(evictionPolicy); TriggerPolicy<Integer, ?> triggerPolicy = new WatermarkTimeTriggerPolicy<Integer>(10, windowManager, evictionPolicy, windowManager); triggerPolicy.start(); windowManager.setTriggerPolicy(triggerPolicy); windowManager.add(1, 603); windowManager.add(2, 605); windowManager.add(3, 607); windowManager.add(4, 618); windowManager.add(5, 626); windowManager.add(6, 632); windowManager.add(7, 629); windowManager.add(8, 636); // send a watermark event, which should trigger three windows. windowManager.add(new WaterMarkEvent<Integer>(631)); // System.out.println(listener.allOnActivationEvents); assertEquals(3, listener.allOnActivationEvents.size()); assertEquals(seq(1, 3), listener.allOnActivationEvents.get(0)); assertEquals(seq(1, 4), listener.allOnActivationEvents.get(1)); // out of order events should be processed upto the lag assertEquals(Arrays.asList(4, 5, 7), listener.allOnActivationEvents.get(2)); }
windowManager.setEvictionPolicy(evictionPolicy); TriggerPolicy<Integer, ?> triggerPolicy = new WatermarkTimeTriggerPolicy<Integer>(10, windowManager, evictionPolicy, windowManager); triggerPolicy.start(); windowManager.setTriggerPolicy(triggerPolicy);
@Test public void testCountBasedTumblingWithSameEventTs() throws Exception { EvictionPolicy<Integer, ?> evictionPolicy = new WatermarkCountEvictionPolicy<>(2); windowManager.setEvictionPolicy(evictionPolicy); TriggerPolicy<Integer, ?> triggerPolicy = new WatermarkCountTriggerPolicy<Integer>(2, windowManager, evictionPolicy, windowManager); triggerPolicy.start(); windowManager.setTriggerPolicy(triggerPolicy); windowManager.add(1, 10); windowManager.add(2, 10); windowManager.add(3, 11); windowManager.add(4, 12); windowManager.add(5, 12); windowManager.add(6, 12); windowManager.add(7, 12); windowManager.add(8, 13); windowManager.add(9, 14); windowManager.add(10, 15); windowManager.add(new WaterMarkEvent<Integer>(20)); assertEquals(5, listener.allOnActivationEvents.size()); assertEquals(seq(1, 2), listener.allOnActivationEvents.get(0)); assertEquals(seq(3, 4), listener.allOnActivationEvents.get(1)); assertEquals(seq(5, 6), listener.allOnActivationEvents.get(2)); assertEquals(seq(7, 8), listener.allOnActivationEvents.get(3)); assertEquals(seq(9, 10), listener.allOnActivationEvents.get(4)); }
@Test public void testCountBasedSlidingWithSameEventTs() throws Exception { EvictionPolicy<Integer, ?> evictionPolicy = new WatermarkCountEvictionPolicy<>(5); windowManager.setEvictionPolicy(evictionPolicy); TriggerPolicy<Integer, ?> triggerPolicy = new WatermarkCountTriggerPolicy<Integer>(2, windowManager, evictionPolicy, windowManager); triggerPolicy.start(); windowManager.setTriggerPolicy(triggerPolicy); windowManager.add(1, 10); windowManager.add(2, 10); windowManager.add(3, 11); windowManager.add(4, 12); windowManager.add(5, 12); windowManager.add(6, 12); windowManager.add(7, 12); windowManager.add(8, 13); windowManager.add(9, 14); windowManager.add(10, 15); windowManager.add(new WaterMarkEvent<Integer>(20)); assertEquals(5, listener.allOnActivationEvents.size()); assertEquals(seq(1, 2), listener.allOnActivationEvents.get(0)); assertEquals(seq(1, 4), listener.allOnActivationEvents.get(1)); assertEquals(seq(2, 6), listener.allOnActivationEvents.get(2)); assertEquals(seq(4, 8), listener.allOnActivationEvents.get(3)); assertEquals(seq(6, 10), listener.allOnActivationEvents.get(4)); }
windowManager.setEvictionPolicy(evictionPolicy); TriggerPolicy<Integer, ?> triggerPolicy = new WatermarkTimeTriggerPolicy<Integer>(10, windowManager, evictionPolicy, windowManager); triggerPolicy.start(); windowManager.setTriggerPolicy(triggerPolicy);
windowManager.setEvictionPolicy(evictionPolicy); TriggerPolicy<Integer, ?> triggerPolicy = new WatermarkCountTriggerPolicy<Integer>(3, windowManager, evictionPolicy, windowManager); triggerPolicy.start(); windowManager.setTriggerPolicy(triggerPolicy);
@Test public void testExpireThreshold() throws Exception { int threshold = WindowManager.EXPIRE_EVENTS_THRESHOLD; int windowLength = 5; windowManager.setEvictionPolicy(new CountEvictionPolicy<Integer>(5)); TriggerPolicy<Integer, ?> triggerPolicy = new TimeTriggerPolicy<Integer>(new Duration(1, TimeUnit.HOURS).value, windowManager); triggerPolicy.start(); windowManager.setTriggerPolicy(triggerPolicy); for (int i : seq(1, 5)) { windowManager.add(i); } // nothing expired yet assertTrue(listener.onExpiryEvents.isEmpty()); for (int i : seq(6, 10)) { windowManager.add(i); } for (int i : seq(11, threshold)) { windowManager.add(i); } // window should be compacted and events should be expired. assertEquals(seq(1, threshold - windowLength), listener.onExpiryEvents); }
triggerPolicy.start(); windowManager.setTriggerPolicy(triggerPolicy); long now = System.currentTimeMillis();
@Test public void testTumblingWindow() throws Exception { EvictionPolicy<Integer, ?> evictionPolicy = new CountEvictionPolicy<Integer>(3); windowManager.setEvictionPolicy(evictionPolicy); TriggerPolicy<Integer, ?> triggerPolicy = new CountTriggerPolicy<Integer>(3, windowManager, evictionPolicy); triggerPolicy.start(); windowManager.setTriggerPolicy(triggerPolicy); windowManager.add(1); windowManager.add(2); // nothing expired yet assertTrue(listener.onExpiryEvents.isEmpty()); windowManager.add(3); assertTrue(listener.onExpiryEvents.isEmpty()); assertEquals(seq(1, 3), listener.onActivationEvents); assertTrue(listener.onActivationExpiredEvents.isEmpty()); assertEquals(seq(1, 3), listener.onActivationNewEvents); listener.clear(); windowManager.add(4); windowManager.add(5); windowManager.add(6); assertEquals(seq(1, 3), listener.onExpiryEvents); assertEquals(seq(4, 6), listener.onActivationEvents); assertEquals(seq(1, 3), listener.onActivationExpiredEvents); assertEquals(seq(4, 6), listener.onActivationNewEvents); }
triggerPolicy.start(); windowManager.setTriggerPolicy(triggerPolicy); long now = System.currentTimeMillis();
EvictionPolicy<Integer, ?> evictionPolicy = new CountEvictionPolicy<Integer>(5); TriggerPolicy<Integer, ?> triggerPolicy = new CountTriggerPolicy<Integer>(2, windowManager, evictionPolicy); triggerPolicy.start(); windowManager.setEvictionPolicy(evictionPolicy); windowManager.setTriggerPolicy(triggerPolicy);
private void postInitialize() { // start trigger once the initialization is done. triggerPolicy.start(); }
/** * Start the trigger policy and waterMarkEventGenerator if set */ protected void start() { if (waterMarkEventGenerator != null) { LOG.debug("Starting waterMarkEventGenerator"); waterMarkEventGenerator.start(); } LOG.debug("Starting trigger policy"); triggerPolicy.start(); }