Github user tdas commented on a diff in the pull request:
https://github.com/apache/spark/pull/9636#discussion_r44612044
--- Diff:
streaming/src/main/scala/org/apache/spark/streaming/api/java/JavaPairDStream.scala
---
@@ -426,6 +428,48 @@ class JavaPairDStream[K, V](val dstream: DStream[(K,
V)])(
)
}
+ /**
+ * :: Experimental ::
+ * Return a new [[JavaDStream]] of data generated by combining the
key-value data in `this` stream
+ * with a continuously updated per-key state. The user-provided state
tracking function is
+ * applied on each keyed data item along with its corresponding state.
The function can choose to
+ * update/remove the state and return a transformed data, which forms the
+ * [[JavaTrackStateDStream]].
+ *
+ * The specifications of this transformation is made through the
+ * [[org.apache.spark.streaming.StateSpec StateSpec]] class. Besides the
tracking function, there
+ * are a number of optional parameters - initial state data, number of
partitions, timeouts, etc.
+ * See the [[org.apache.spark.streaming.StateSpec StateSpec]] for more
details.
+ *
+ * Example of using `trackStateByKey`:
+ * {{{
+ * // A tracking function that maintains an integer state and return a
String
+ * Function2<Optional<Integer>, State<Integer>, Optional<String>>
trackStateFunc =
+ * new Function2<Optional<Integer>, State<Integer>,
Optional<String>>() {
+ *
+ * @Override
+ * public Optional<String> call(Optional<Integer> one,
State<Integer> state) {
+ * // Check if state exists, accordingly update/remove state
and return transformed data
+ * }
+ * };
+ *
+ * JavaTrackStateDStream[Integer, Integer, Integer, String]
trackStateDStream =
--- End diff --
Shouldnt these be `JavaTrackStateDStream<Integer, Integer, Integer,
String>`??
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