@PublicEvolving public class TumblingProcessingTimeWindows extends WindowAssigner<Object,TimeWindow>
WindowAssigner
that windows elements into windows based on the current system time of
the machine the operation is running on. Windows cannot overlap.
For example, in order to window into windows of 1 minute, every 10 seconds:
DataStream<Tuple2<String, Integer>> in = ...;
KeyedStream<String, Tuple2<String, Integer>> keyed = in.keyBy(...);
WindowedStream<Tuple2<String, Integer>, String, TimeWindows> windowed =
keyed.window(TumblingProcessingTimeWindows.of(Duration.ofMinutes(1), Duration.ofSeconds(10));
WindowAssigner.WindowAssignerContext
Modifier and Type | Method and Description |
---|---|
Collection<TimeWindow> |
assignWindows(Object element,
long timestamp,
WindowAssigner.WindowAssignerContext context)
Returns a
Collection of windows that should be assigned to the element. |
Trigger<Object,TimeWindow> |
getDefaultTrigger()
Returns the default trigger associated with this
WindowAssigner . |
Trigger<Object,TimeWindow> |
getDefaultTrigger(StreamExecutionEnvironment env)
Returns the default trigger associated with this
WindowAssigner . |
long |
getSize() |
TypeSerializer<TimeWindow> |
getWindowSerializer(ExecutionConfig executionConfig)
Returns a
TypeSerializer for serializing windows that are assigned by this WindowAssigner . |
boolean |
isEventTime()
Returns
true if elements are assigned to windows based on event time, false
otherwise. |
static TumblingProcessingTimeWindows |
of(Duration size)
Creates a new
TumblingProcessingTimeWindows WindowAssigner that assigns
elements to time windows based on the element timestamp. |
static TumblingProcessingTimeWindows |
of(Duration size,
Duration offset)
Creates a new
TumblingProcessingTimeWindows WindowAssigner that assigns
elements to time windows based on the element timestamp and offset. |
static TumblingProcessingTimeWindows |
of(Duration size,
Duration offset,
WindowStagger windowStagger)
Creates a new
TumblingProcessingTimeWindows WindowAssigner that assigns
elements to time windows based on the element timestamp, offset and a staggering offset,
depending on the staggering policy. |
static TumblingProcessingTimeWindows |
of(Time size)
Deprecated.
Use
of(Duration) |
static TumblingProcessingTimeWindows |
of(Time size,
Time offset)
Deprecated.
|
static TumblingProcessingTimeWindows |
of(Time size,
Time offset,
WindowStagger windowStagger)
Deprecated.
|
String |
toString() |
public Collection<TimeWindow> assignWindows(Object element, long timestamp, WindowAssigner.WindowAssignerContext context)
WindowAssigner
Collection
of windows that should be assigned to the element.assignWindows
in class WindowAssigner<Object,TimeWindow>
element
- The element to which windows should be assigned.timestamp
- The timestamp of the element.context
- The WindowAssigner.WindowAssignerContext
in which the assigner operates.public long getSize()
public Trigger<Object,TimeWindow> getDefaultTrigger(StreamExecutionEnvironment env)
WindowAssigner
WindowAssigner
.getDefaultTrigger
in class WindowAssigner<Object,TimeWindow>
public Trigger<Object,TimeWindow> getDefaultTrigger()
WindowAssigner
WindowAssigner
.
1. If you override getDefaultTrigger()
, the getDefaultTrigger()
will be
invoked and the getDefaultTrigger(StreamExecutionEnvironment env)
won't be invoked.
2. If you don't override getDefaultTrigger()
, the getDefaultTrigger(StreamExecutionEnvironment env)
will be invoked in the default
implementation of the getDefaultTrigger()
.
getDefaultTrigger
in class WindowAssigner<Object,TimeWindow>
@Deprecated public static TumblingProcessingTimeWindows of(Time size)
of(Duration)
TumblingProcessingTimeWindows
WindowAssigner
that assigns
elements to time windows based on the element timestamp.size
- The size of the generated windows.public static TumblingProcessingTimeWindows of(Duration size)
TumblingProcessingTimeWindows
WindowAssigner
that assigns
elements to time windows based on the element timestamp.size
- The size of the generated windows.@Deprecated public static TumblingProcessingTimeWindows of(Time size, Time offset)
of(Duration, Duration)
TumblingProcessingTimeWindows
WindowAssigner
that assigns
elements to time windows based on the element timestamp and offset.
For example, if you want window a stream by hour,but window begins at the 15th minutes of
each hour, you can use of(Time.hours(1),Time.minutes(15))
,then you will get time
windows start at 0:15:00,1:15:00,2:15:00,etc.
Rather than that,if you are living in somewhere which is not using UTC±00:00 time, such as
China which is using UTC+08:00,and you want a time window with size of one day, and window
begins at every 00:00:00 of local time,you may use of(Time.days(1),Time.hours(-8))
.
The parameter of offset is Time.hours(-8))
since UTC+08:00 is 8 hours earlier than
UTC time.
size
- The size of the generated windows.offset
- The offset which window start would be shifted by.public static TumblingProcessingTimeWindows of(Duration size, Duration offset)
TumblingProcessingTimeWindows
WindowAssigner
that assigns
elements to time windows based on the element timestamp and offset.
For example, if you want window a stream by hour,but window begins at the 15th minutes of
each hour, you can use of(Duration.ofHours(1), Duration.ofMinutes(15))
, then you will
get time windows start at 0:15:00,1:15:00,2:15:00,etc.
Rather than that, if you are living in somewhere which is not using UTC±00:00 time, such
as China which is using UTC+08:00,and you want a time window with size of one day, and window
begins at every 00:00:00 of local time, you may use of(Duration.ofDays(1),
Duration.ofHours(-8))
. The parameter of offset is Duration.ofHours(-8))
since
UTC+08:00 is 8 hours earlier than UTC time.
size
- The size of the generated windows.offset
- The offset which window start would be shifted by.@Deprecated @PublicEvolving public static TumblingProcessingTimeWindows of(Time size, Time offset, WindowStagger windowStagger)
of(Duration, Duration, WindowStagger)
TumblingProcessingTimeWindows
WindowAssigner
that assigns
elements to time windows based on the element timestamp, offset and a staggering offset,
depending on the staggering policy.size
- The size of the generated windows.offset
- The offset which window start would be shifted by.windowStagger
- The utility that produces staggering offset in runtime.@PublicEvolving public static TumblingProcessingTimeWindows of(Duration size, Duration offset, WindowStagger windowStagger)
TumblingProcessingTimeWindows
WindowAssigner
that assigns
elements to time windows based on the element timestamp, offset and a staggering offset,
depending on the staggering policy.size
- The size of the generated windows.offset
- The offset which window start would be shifted by.windowStagger
- The utility that produces staggering offset in runtime.public TypeSerializer<TimeWindow> getWindowSerializer(ExecutionConfig executionConfig)
WindowAssigner
TypeSerializer
for serializing windows that are assigned by this WindowAssigner
.getWindowSerializer
in class WindowAssigner<Object,TimeWindow>
public boolean isEventTime()
WindowAssigner
true
if elements are assigned to windows based on event time, false
otherwise.isEventTime
in class WindowAssigner<Object,TimeWindow>
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