> On Sept. 20, 2016, 8:35 p.m., Jagadish Venkatraman wrote: > > samza-operator/src/main/java/org/apache/samza/operators/api/Windows.java, > > line 127 > > <https://reviews.apache.org/r/47835/diff/15/?file=1498256#file1498256line127> > > > > Currently we have 2 flavors of the SessionWindow API: > > > > 1. One for tasks like count(), where the session function is `(m,M) -> > > m+1`. > > 2. Other for arbitrary aggregates for which the sessionFunction is > > `(m,M) -> {M.append(m)}`. In this case, the value stored is a collection of > > `<M>` or a collection of `<SI>` > > > > I wonder if we could expose a flavor of this API (similar to a reduce) > > that takes in a custom `aggregationFunction`. > > > > `public static <M extends Message, WK> SessionWindow<M,WK,AGG> > > intoSessions(Function <M,WK> sessionKeyFunction, AGG initialValue, Function > > <M,AGG,AGG> aggregatorFunction)` > > > > You would not need to store the entire list of objects in the session > > but can only store the AGG result. It's possible to do this by > > instantiating a new `SessionWindow` object but, it maybe a good idea to > > expose this as a builder in `Windows`. > > > > Let me know what you think. > > Yi Pan (Data Infrastructure) wrote: > Discussed offline. This can be a simple addition to the existing API. The > current two flavors are representative cases of a) single aggregated partial > result per window; b) full set of messages as partial result per window. The > customized partial aggregated result also need to be included in the state > store design, which I purposefully left out of the scope of the current RB. > We can add the customized aggregate function easily when we figure out all to > allow users to customize window operator's state later.
P.S. the current APIs also allows customized aggregation as well, via a SessionWindow + map that applies the customized aggregate function in map on top of the output message from the SessionWindow. - Yi ----------------------------------------------------------- This is an automatically generated e-mail. To reply, visit: https://reviews.apache.org/r/47835/#review149724 ----------------------------------------------------------- On Sept. 14, 2016, 8:53 a.m., Yi Pan (Data Infrastructure) wrote: > > ----------------------------------------------------------- > This is an automatically generated e-mail. To reply, visit: > https://reviews.apache.org/r/47835/ > ----------------------------------------------------------- > > (Updated Sept. 14, 2016, 8:53 a.m.) > > > Review request for samza, Boris Shkolnik, Chris Pettitt, Chinmay Soman, Jake > Maes, Navina Ramesh, Jagadish Venkatraman, and Xinyu Liu. > > > Bugs: SAMZA-914 > https://issues.apache.org/jira/browse/SAMZA-914 > > > Repository: samza > > > Description > ------- > > SAMZA-914: initial draft of operator programming API. Design doc attached to > SAMZA-914: > https://issues.apache.org/jira/secure/attachment/12821524/SAMZA-914_%20operator%20Java%20programming%20API%20-%20Google%20Docs.pdf > > > Diffs > ----- > > build.gradle 16facbbf4dff378c561461786ff186bd9e0000ed > gradle/dependency-versions.gradle 52e25aa53a1edc85d478b48898621b26508ad4bb > samza-api/src/test/java/org/apache/samza/config/TestConfig.java > 5d066c5867e9df9e94e60bde825dedf10703b399 > > samza-operator/src/main/java/org/apache/samza/operators/api/MessageStream.java > PRE-CREATION > > samza-operator/src/main/java/org/apache/samza/operators/api/MessageStreams.java > PRE-CREATION > samza-operator/src/main/java/org/apache/samza/operators/api/Triggers.java > PRE-CREATION > > samza-operator/src/main/java/org/apache/samza/operators/api/WindowState.java > PRE-CREATION > samza-operator/src/main/java/org/apache/samza/operators/api/Windows.java > PRE-CREATION > > samza-operator/src/main/java/org/apache/samza/operators/api/data/Message.java > PRE-CREATION > > samza-operator/src/main/java/org/apache/samza/operators/api/data/WindowOutput.java > PRE-CREATION > > samza-operator/src/main/java/org/apache/samza/operators/api/internal/Operators.java > PRE-CREATION > > samza-operator/src/main/java/org/apache/samza/operators/api/internal/Trigger.java > PRE-CREATION > > samza-operator/src/main/java/org/apache/samza/operators/api/internal/Window.java > PRE-CREATION > > samza-operator/src/main/java/org/apache/samza/operators/impl/ChainedOperators.java > PRE-CREATION > > samza-operator/src/main/java/org/apache/samza/operators/impl/OperatorBaseImpl.java > PRE-CREATION > > samza-operator/src/main/java/org/apache/samza/operators/impl/ProcessorContext.java > PRE-CREATION > > samza-operator/src/main/java/org/apache/samza/operators/impl/SimpleOperatorImpl.java > PRE-CREATION > > samza-operator/src/main/java/org/apache/samza/operators/impl/StateStoreImpl.java > PRE-CREATION > > samza-operator/src/main/java/org/apache/samza/operators/impl/window/SessionWindowImpl.java > PRE-CREATION > > samza-operator/src/main/java/org/apache/samza/task/StreamOperatorAdaptorTask.java > PRE-CREATION > samza-operator/src/main/java/org/apache/samza/task/StreamOperatorTask.java > PRE-CREATION > > samza-operator/src/test/java/org/apache/samza/operators/api/data/TestMessageStream.java > PRE-CREATION > > samza-operator/src/test/java/org/apache/samza/task/AssembleCallGraphTask.java > PRE-CREATION > > samza-operator/src/test/java/org/apache/samza/task/BroadcastOperatorTask.java > PRE-CREATION > > samza-operator/src/test/java/org/apache/samza/task/InputAvroSystemMessage.java > PRE-CREATION > samza-operator/src/test/java/org/apache/samza/task/JoinOperatorTask.java > PRE-CREATION > > samza-operator/src/test/java/org/apache/samza/task/TestStreamOperatorTasks.java > PRE-CREATION > samza-operator/src/test/java/org/apache/samza/task/WindowOperatorTask.java > PRE-CREATION > > samza-sql-calcite/src/test/java/org/apache/samza/sql/calcite/schema/TestAvroSchemaConverter.java > PRE-CREATION > samza-sql-core/README.md PRE-CREATION > samza-sql-core/src/main/java/org/apache/samza/sql/api/data/Data.java > PRE-CREATION > samza-sql-core/src/main/java/org/apache/samza/sql/api/data/EntityName.java > PRE-CREATION > samza-sql-core/src/main/java/org/apache/samza/sql/api/data/Relation.java > PRE-CREATION > samza-sql-core/src/main/java/org/apache/samza/sql/api/data/Schema.java > PRE-CREATION > samza-sql-core/src/main/java/org/apache/samza/sql/api/data/Stream.java > PRE-CREATION > samza-sql-core/src/main/java/org/apache/samza/sql/api/data/Table.java > PRE-CREATION > samza-sql-core/src/main/java/org/apache/samza/sql/api/data/Tuple.java > PRE-CREATION > > samza-sql-core/src/main/java/org/apache/samza/sql/api/operators/Operator.java > PRE-CREATION > > samza-sql-core/src/main/java/org/apache/samza/sql/api/operators/OperatorCallback.java > PRE-CREATION > > samza-sql-core/src/main/java/org/apache/samza/sql/api/operators/OperatorRouter.java > PRE-CREATION > > samza-sql-core/src/main/java/org/apache/samza/sql/api/operators/OperatorSpec.java > PRE-CREATION > > samza-sql-core/src/main/java/org/apache/samza/sql/api/operators/SimpleOperator.java > PRE-CREATION > > samza-sql-core/src/main/java/org/apache/samza/sql/api/operators/SqlOperatorFactory.java > PRE-CREATION > > samza-sql-core/src/main/java/org/apache/samza/sql/data/IncomingMessageTuple.java > PRE-CREATION > samza-sql-core/src/main/java/org/apache/samza/sql/data/avro/AvroData.java > PRE-CREATION > samza-sql-core/src/main/java/org/apache/samza/sql/data/avro/AvroSchema.java > PRE-CREATION > > samza-sql-core/src/main/java/org/apache/samza/sql/data/serializers/SqlAvroSerde.java > PRE-CREATION > > samza-sql-core/src/main/java/org/apache/samza/sql/data/serializers/SqlAvroSerdeFactory.java > PRE-CREATION > > samza-sql-core/src/main/java/org/apache/samza/sql/data/serializers/SqlStringSerde.java > PRE-CREATION > > samza-sql-core/src/main/java/org/apache/samza/sql/data/serializers/SqlStringSerdeFactory.java > PRE-CREATION > > samza-sql-core/src/main/java/org/apache/samza/sql/data/string/StringData.java > PRE-CREATION > > samza-sql-core/src/main/java/org/apache/samza/sql/data/string/StringSchema.java > PRE-CREATION > > samza-sql-core/src/main/java/org/apache/samza/sql/operators/factory/NoopOperatorCallback.java > PRE-CREATION > > samza-sql-core/src/main/java/org/apache/samza/sql/operators/factory/SimpleOperatorFactoryImpl.java > PRE-CREATION > > samza-sql-core/src/main/java/org/apache/samza/sql/operators/factory/SimpleOperatorImpl.java > PRE-CREATION > > samza-sql-core/src/main/java/org/apache/samza/sql/operators/factory/SimpleOperatorSpec.java > PRE-CREATION > > samza-sql-core/src/main/java/org/apache/samza/sql/operators/factory/SimpleRouter.java > PRE-CREATION > > samza-sql-core/src/main/java/org/apache/samza/sql/operators/join/StreamStreamJoin.java > PRE-CREATION > > samza-sql-core/src/main/java/org/apache/samza/sql/operators/join/StreamStreamJoinSpec.java > PRE-CREATION > > samza-sql-core/src/main/java/org/apache/samza/sql/operators/partition/PartitionOp.java > PRE-CREATION > > samza-sql-core/src/main/java/org/apache/samza/sql/operators/partition/PartitionSpec.java > PRE-CREATION > > samza-sql-core/src/main/java/org/apache/samza/sql/operators/window/BoundedTimeWindow.java > PRE-CREATION > > samza-sql-core/src/main/java/org/apache/samza/sql/operators/window/WindowSpec.java > PRE-CREATION > > samza-sql-core/src/main/java/org/apache/samza/sql/operators/window/WindowState.java > PRE-CREATION > > samza-sql-core/src/main/java/org/apache/samza/sql/window/storage/OrderedStoreKey.java > PRE-CREATION > samza-sql-core/src/main/java/org/apache/samza/system/sql/LongOffset.java > PRE-CREATION > samza-sql-core/src/main/java/org/apache/samza/system/sql/Offset.java > PRE-CREATION > > samza-sql-core/src/main/java/org/apache/samza/task/sql/RouterMessageCollector.java > PRE-CREATION > > samza-sql-core/src/main/java/org/apache/samza/task/sql/SimpleMessageCollector.java > PRE-CREATION > > samza-sql-core/src/test/java/org/apache/samza/sql/data/serializers/SqlAvroSerdeTest.java > PRE-CREATION > > samza-sql-core/src/test/java/org/apache/samza/task/sql/RandomWindowOperatorTask.java > PRE-CREATION > samza-sql-core/src/test/java/org/apache/samza/task/sql/StreamSqlTask.java > PRE-CREATION > > samza-sql-core/src/test/java/org/apache/samza/task/sql/UserCallbacksSqlTask.java > PRE-CREATION > settings.gradle 4c1aa107a11d413777e69bc4e48847b811aff7d2 > > Diff: https://reviews.apache.org/r/47835/diff/ > > > Testing > ------- > > ./gradlew clean build > > > Thanks, > > Yi Pan (Data Infrastructure) > >
