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体验新版 GitCode,发现更多精彩内容 >>
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62911db7
编写于
5月 13, 2020
作者:
A
Aljoscha Krettek
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[FLINK-17661] Add test for new TimestampsAndWatermarksOperator
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flink-streaming-java/src/test/java/org/apache/flink/streaming/runtime/operators/TimestampsAndWatermarksOperatorTest.java
...untime/operators/TimestampsAndWatermarksOperatorTest.java
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flink-streaming-java/src/test/java/org/apache/flink/streaming/runtime/operators/TimestampsAndWatermarksOperatorTest.java
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/*
* Licensed to the Apache Software Foundation (ASF) under one
* or more contributor license agreements. See the NOTICE file
* distributed with this work for additional information
* regarding copyright ownership. The ASF licenses this file
* to you under the Apache License, Version 2.0 (the
* "License"); you may not use this file except in compliance
* with the License. You may obtain a copy of the License at
*
* http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
*/
package
org.apache.flink.streaming.runtime.operators
;
import
org.apache.flink.api.common.eventtime.SerializableTimestampAssigner
;
import
org.apache.flink.api.common.eventtime.Watermark
;
import
org.apache.flink.api.common.eventtime.WatermarkGenerator
;
import
org.apache.flink.api.common.eventtime.WatermarkOutput
;
import
org.apache.flink.api.common.eventtime.WatermarkStrategies
;
import
org.apache.flink.api.java.tuple.Tuple2
;
import
org.apache.flink.streaming.runtime.streamrecord.StreamRecord
;
import
org.apache.flink.streaming.util.OneInputStreamOperatorTestHarness
;
import
org.junit.Test
;
import
java.io.Serializable
;
import
static
org
.
apache
.
flink
.
streaming
.
util
.
StreamRecordMatchers
.
streamRecord
;
import
static
org
.
apache
.
flink
.
streaming
.
util
.
WatermarkMatchers
.
legacyWatermark
;
import
static
org
.
hamcrest
.
Matchers
.
empty
;
import
static
org
.
hamcrest
.
Matchers
.
is
;
import
static
org
.
junit
.
Assert
.
assertThat
;
/**
* Tests for {@link TimestampsAndWatermarksOperator}.
*/
public
class
TimestampsAndWatermarksOperatorTest
{
private
static
final
long
AUTO_WATERMARK_INTERVAL
=
50L
;
@Test
public
void
inputWatermarksAreNotForwarded
()
throws
Exception
{
OneInputStreamOperatorTestHarness
<
Long
,
Long
>
testHarness
=
createTestHarness
(
new
LongExtractor
(),
WatermarkStrategies
.
forGenerator
(
new
PeriodicWatermarkGenerator
()));
testHarness
.
processWatermark
(
createLegacyWatermark
(
42L
));
testHarness
.
setProcessingTime
(
AUTO_WATERMARK_INTERVAL
);
assertThat
(
testHarness
.
getOutput
(),
empty
());
}
@Test
public
void
longMaxInputWatermarkIsForwarded
()
throws
Exception
{
OneInputStreamOperatorTestHarness
<
Long
,
Long
>
testHarness
=
createTestHarness
(
new
LongExtractor
(),
WatermarkStrategies
.
forGenerator
(
new
PeriodicWatermarkGenerator
()));
testHarness
.
processWatermark
(
createLegacyWatermark
(
Long
.
MAX_VALUE
));
assertThat
(
pollNextLegacyWatermark
(
testHarness
),
is
(
legacyWatermark
(
Long
.
MAX_VALUE
)));
}
@Test
public
void
periodicWatermarksEmitOnPeriodicEmit
()
throws
Exception
{
OneInputStreamOperatorTestHarness
<
Long
,
Long
>
testHarness
=
createTestHarness
(
new
LongExtractor
(),
WatermarkStrategies
.
forGenerator
(
new
PeriodicWatermarkGenerator
()));
testHarness
.
processElement
(
new
StreamRecord
<>(
2L
,
1
));
testHarness
.
setProcessingTime
(
AUTO_WATERMARK_INTERVAL
);
assertThat
(
pollNextStreamRecord
(
testHarness
),
streamRecord
(
2L
,
2L
));
assertThat
(
pollNextLegacyWatermark
(
testHarness
),
is
(
legacyWatermark
(
1L
)));
testHarness
.
processElement
(
new
StreamRecord
<>(
4L
,
1
));
testHarness
.
setProcessingTime
(
AUTO_WATERMARK_INTERVAL
*
2
);
assertThat
(
pollNextStreamRecord
(
testHarness
),
streamRecord
(
4L
,
4L
));
assertThat
(
pollNextLegacyWatermark
(
testHarness
),
is
(
legacyWatermark
(
3L
)));
}
@Test
public
void
periodicWatermarksOnlyEmitOnPeriodicEmit
()
throws
Exception
{
OneInputStreamOperatorTestHarness
<
Long
,
Long
>
testHarness
=
createTestHarness
(
new
LongExtractor
(),
WatermarkStrategies
.
forGenerator
(
new
PeriodicWatermarkGenerator
()));
testHarness
.
processElement
(
new
StreamRecord
<>(
2L
,
1
));
assertThat
(
pollNextStreamRecord
(
testHarness
),
streamRecord
(
2L
,
2L
));
assertThat
(
testHarness
.
getOutput
(),
empty
());
}
@Test
public
void
periodicWatermarksDoNotRegress
()
throws
Exception
{
OneInputStreamOperatorTestHarness
<
Long
,
Long
>
testHarness
=
createTestHarness
(
new
LongExtractor
(),
WatermarkStrategies
.
forGenerator
(
new
PeriodicWatermarkGenerator
()));
testHarness
.
processElement
(
new
StreamRecord
<>(
4L
,
1
));
testHarness
.
setProcessingTime
(
AUTO_WATERMARK_INTERVAL
);
assertThat
(
pollNextStreamRecord
(
testHarness
),
streamRecord
(
4L
,
4L
));
assertThat
(
pollNextLegacyWatermark
(
testHarness
),
is
(
legacyWatermark
(
3L
)));
testHarness
.
processElement
(
new
StreamRecord
<>(
2L
,
1
));
testHarness
.
setProcessingTime
(
AUTO_WATERMARK_INTERVAL
);
assertThat
(
pollNextStreamRecord
(
testHarness
),
streamRecord
(
2L
,
2L
));
assertThat
(
testHarness
.
getOutput
(),
empty
());
}
@Test
public
void
punctuatedWatermarksEmitImmediately
()
throws
Exception
{
OneInputStreamOperatorTestHarness
<
Tuple2
<
Boolean
,
Long
>,
Tuple2
<
Boolean
,
Long
>>
testHarness
=
createTestHarness
(
new
TupleExtractor
(),
WatermarkStrategies
.
forGenerator
(
new
PunctuatedWatermarkGenerator
()));
testHarness
.
processElement
(
new
StreamRecord
<>(
new
Tuple2
<>(
true
,
2L
),
1
));
assertThat
(
pollNextStreamRecord
(
testHarness
),
streamRecord
(
new
Tuple2
<>(
true
,
2L
),
2L
));
assertThat
(
pollNextLegacyWatermark
(
testHarness
),
is
(
legacyWatermark
(
2L
)));
testHarness
.
processElement
(
new
StreamRecord
<>(
new
Tuple2
<>(
true
,
4L
),
1
));
assertThat
(
pollNextStreamRecord
(
testHarness
),
streamRecord
(
new
Tuple2
<>(
true
,
4L
),
4L
));
assertThat
(
pollNextLegacyWatermark
(
testHarness
),
is
(
legacyWatermark
(
4L
)));
}
@Test
public
void
punctuatedWatermarksDoNotRegress
()
throws
Exception
{
OneInputStreamOperatorTestHarness
<
Tuple2
<
Boolean
,
Long
>,
Tuple2
<
Boolean
,
Long
>>
testHarness
=
createTestHarness
(
new
TupleExtractor
(),
WatermarkStrategies
.
forGenerator
(
new
PunctuatedWatermarkGenerator
()));
testHarness
.
processElement
(
new
StreamRecord
<>(
new
Tuple2
<>(
true
,
4L
),
1
));
assertThat
(
pollNextStreamRecord
(
testHarness
),
streamRecord
(
new
Tuple2
<>(
true
,
4L
),
4L
));
assertThat
(
pollNextLegacyWatermark
(
testHarness
),
is
(
legacyWatermark
(
4L
)));
testHarness
.
processElement
(
new
StreamRecord
<>(
new
Tuple2
<>(
true
,
2L
),
1
));
assertThat
(
pollNextStreamRecord
(
testHarness
),
streamRecord
(
new
Tuple2
<>(
true
,
2L
),
2L
));
assertThat
(
testHarness
.
getOutput
(),
empty
());
}
/**
* Negative timestamps also must be correctly forwarded.
*/
@Test
public
void
testNegativeTimestamps
()
throws
Exception
{
OneInputStreamOperatorTestHarness
<
Long
,
Long
>
testHarness
=
createTestHarness
(
new
LongExtractor
(),
WatermarkStrategies
.
forGenerator
(
new
NeverWatermarkGenerator
()));
long
[]
values
=
{
Long
.
MIN_VALUE
,
-
1L
,
0L
,
1L
,
2L
,
3L
,
Long
.
MAX_VALUE
};
for
(
long
value
:
values
)
{
testHarness
.
processElement
(
new
StreamRecord
<>(
value
));
}
for
(
long
value
:
values
)
{
assertThat
(
pollNextStreamRecord
(
testHarness
).
getTimestamp
(),
is
(
value
));
}
}
private
static
<
T
>
OneInputStreamOperatorTestHarness
<
T
,
T
>
createTestHarness
(
TimestampAssigner
<
T
>
assigner
,
WatermarkStrategies
watermarkStrategy
)
throws
Exception
{
final
TimestampsAndWatermarksOperator
<
T
>
operator
=
new
TimestampsAndWatermarksOperator
<>(
assigner
,
watermarkStrategy
.
build
());
OneInputStreamOperatorTestHarness
<
T
,
T
>
testHarness
=
new
OneInputStreamOperatorTestHarness
<>(
operator
);
testHarness
.
getExecutionConfig
().
setAutoWatermarkInterval
(
AUTO_WATERMARK_INTERVAL
);
testHarness
.
open
();
return
testHarness
;
}
@SuppressWarnings
(
"unchecked"
)
private
static
<
T
>
StreamRecord
<
T
>
pollNextStreamRecord
(
OneInputStreamOperatorTestHarness
<?,
T
>
testHarness
)
{
return
(
StreamRecord
<
T
>)
testHarness
.
getOutput
().
poll
();
}
private
static
org
.
apache
.
flink
.
streaming
.
api
.
watermark
.
Watermark
pollNextLegacyWatermark
(
OneInputStreamOperatorTestHarness
<?,
?>
testHarness
)
{
return
(
org
.
apache
.
flink
.
streaming
.
api
.
watermark
.
Watermark
)
testHarness
.
getOutput
().
poll
();
}
private
static
org
.
apache
.
flink
.
streaming
.
api
.
watermark
.
Watermark
createLegacyWatermark
(
long
timestamp
)
{
return
new
org
.
apache
.
flink
.
streaming
.
api
.
watermark
.
Watermark
(
timestamp
);
}
private
static
class
LongExtractor
implements
SerializableTimestampAssigner
<
Long
>
{
@Override
public
long
extractTimestamp
(
Long
element
,
long
recordTimestamp
)
{
return
element
;
}
}
private
static
class
TupleExtractor
implements
SerializableTimestampAssigner
<
Tuple2
<
Boolean
,
Long
>>
{
@Override
public
long
extractTimestamp
(
Tuple2
<
Boolean
,
Long
>
element
,
long
recordTimestamp
)
{
return
element
.
f1
;
}
}
/**
* A {@link WatermarkGenerator} that doesn't enforce the watermark invariant by itself. If a
* record with a lower timestamp than the previous high timestamp comes in the output watermark
* regressed.
*/
private
static
class
PeriodicWatermarkGenerator
implements
WatermarkGenerator
<
Long
>,
Serializable
{
private
long
currentWatermark
=
Long
.
MIN_VALUE
;
@Override
public
void
onEvent
(
Long
event
,
long
eventTimestamp
,
WatermarkOutput
output
)
{
currentWatermark
=
eventTimestamp
;
}
@Override
public
void
onPeriodicEmit
(
WatermarkOutput
output
)
{
long
effectiveWatermark
=
currentWatermark
==
Long
.
MIN_VALUE
?
Long
.
MIN_VALUE
:
currentWatermark
-
1
;
output
.
emitWatermark
(
new
Watermark
(
effectiveWatermark
));
}
}
/**
* A {@link WatermarkGenerator} that doesn't enforce the watermark invariant by itself. If a
* record with a lower timestamp than the previous high timestamp comes in the output watermark
* regressed.
*/
private
static
class
PunctuatedWatermarkGenerator
implements
WatermarkGenerator
<
Tuple2
<
Boolean
,
Long
>>,
Serializable
{
@Override
public
void
onEvent
(
Tuple2
<
Boolean
,
Long
>
event
,
long
eventTimestamp
,
WatermarkOutput
output
)
{
if
(
event
.
f0
)
{
output
.
emitWatermark
(
new
Watermark
(
event
.
f1
));
}
}
@Override
public
void
onPeriodicEmit
(
WatermarkOutput
output
)
{
}
}
private
static
class
NeverWatermarkGenerator
implements
WatermarkGenerator
<
Long
>,
Serializable
{
@Override
public
void
onEvent
(
Long
event
,
long
eventTimestamp
,
WatermarkOutput
output
)
{
}
@Override
public
void
onPeriodicEmit
(
WatermarkOutput
output
)
{
}
}
}
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