> 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.
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. - 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) > >
