Github user mxm commented on a diff in the pull request: https://github.com/apache/flink/pull/934#discussion_r35635294 --- Diff: flink-runtime/src/main/java/org/apache/flink/runtime/executiongraph/ExecutionGraph.java --- @@ -560,35 +572,118 @@ public ExecutionContext getExecutionContext() { } /** + * This works as cache for already merged accumulators, as, in some cases, + * we do not want to remerge accumulators as this may lead to duplicate entries. + * */ + private Map<String, Accumulator<?, ?>> mergedSmallUserAccumulators; + + /** * Merges all accumulator results from the tasks previously executed in the Executions. * @return The accumulator map */ - public Map<String, Accumulator<?,?>> aggregateUserAccumulators() { + public Map<String, Accumulator<?,?>> aggregateSmallUserAccumulators() { + return aggregateSmallUserAccumulators(true); + } - Map<String, Accumulator<?, ?>> userAccumulators = new HashMap<String, Accumulator<?, ?>>(); + /** + * Merges all accumulator results from the tasks previously executed in the Executions. + * If <code>reaggregate</code> is set to false, then no aggregation is performed, and + * the cache merge result is returned. Otherwise accumulators are merged. + * @param reaggregate <code>true</code> if we want to aggregate accumulators, + * <code>false</code> otherwise. + * @return The accumulator map + */ + public Map<String, Accumulator<?,?>> aggregateSmallUserAccumulators(boolean reaggregate) { + if(!reaggregate) { + return mergedSmallUserAccumulators; + } + this.mergedSmallUserAccumulators = new HashMap<String, Accumulator<?, ?>>(); for (ExecutionVertex vertex : getAllExecutionVertices()) { - Map<String, Accumulator<?, ?>> next = vertex.getCurrentExecutionAttempt().getUserAccumulators(); + Map<String, Accumulator<?, ?>> next = vertex.getCurrentExecutionAttempt().getSmallUserAccumulators(); if (next != null) { - AccumulatorHelper.mergeInto(userAccumulators, next); + AccumulatorHelper.mergeInto(mergedSmallUserAccumulators, next); } } + return mergedSmallUserAccumulators; + } + + /** + * Merges all blobKeys referring to blobs of large accumulators. These refer to blobs in the + * blobCache holding accumulators (results of tasks) that did not fit in an akka frame, + * thus had to be sent through the BlobCache. + * @return The accumulator map + */ + public Map<String, List<BlobKey>> aggregateLargeUserAccumulatorBlobKeys() { + Map<String, List<BlobKey>> largeUserAccumulatorRefs = new HashMap<String, List<BlobKey>>(); + + for (ExecutionVertex vertex : getAllExecutionVertices()) { + Map<String, List<BlobKey>> next = vertex.getCurrentExecutionAttempt().getLargeUserAccumulatorBlobKeys(); + mergeLargeUserAccumulatorBlobKeys(largeUserAccumulatorRefs, next); + } + return largeUserAccumulatorRefs; + } + + /** + * Adds new blobKeys referring to blobs of large accumulators to the already existing ones. + * These refer to blobs in the blobCache holding accumulators (results of tasks) that did not + * fit in an akka frame, thus had to be sent through the BlobCache. + * @param target the initial blobKey map + * @param toMerge the new keys to add to the initial map + * @return The resulting accumulator map + */ + public Map<String, List<BlobKey>> addLargeUserAccumulatorBlobKeys(Map<String, List<BlobKey>> target, + Map<String, List<BlobKey>> toMerge) { + if(target == null) { + target = new HashMap<String, List<BlobKey>>(); + } + mergeLargeUserAccumulatorBlobKeys(target, toMerge); + return target; + } + + private void mergeLargeUserAccumulatorBlobKeys(Map<String, List<BlobKey>> target, + Map<String, List<BlobKey>> toMerge) { + if(toMerge == null || toMerge.isEmpty()) { + return; + } - return userAccumulators; + for (Map.Entry<String, List<BlobKey>> otherEntry : toMerge.entrySet()) { + List<BlobKey> existing = target.get(otherEntry.getKey()); + if (existing == null) { + target.put(otherEntry.getKey(), otherEntry.getValue()); + } else { + existing.addAll(otherEntry.getValue()); + } + } } /** - * Gets a serialized accumulator map. + * Gets a serialized map of the contents of the accumulators. * @return The accumulator map with serialized accumulator values. * @throws IOException */ - public Map<String, SerializedValue<Object>> getAccumulatorsSerialized() throws IOException { + public Map<String, SerializedValue<Object>> getSmallAccumulatorsContentSerialized() throws IOException { + return serializeAccumulators(true); + } + + /** + * Gets a serialized map of the objects of the accumulators. This means that the actual + * objects are serialized, thus merging can still be applied after deserialization. + * @return The accumulator map with serialized accumulator objects. + * @throws IOException + */ + public Map<String, SerializedValue<Object>> getSmallAccumulatorsSerialized() throws IOException { + return serializeAccumulators(false); + } + + private Map<String, SerializedValue<Object>> serializeAccumulators(boolean onlyContent) throws IOException { --- End diff -- Please document this method. Why did you add the `onlyContent` flag here?
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