Created
September 19, 2019 16:42
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final ObjectMapper mapper = new ObjectMapper(); | |
final StreamExecutionEnvironment env = StreamExecutionEnvironment.getExecutionEnvironment(); | |
env.setParallelism(1); | |
Properties props = new Properties(); | |
props.setProperty(TwitterSource.CONSUMER_KEY, "******************"); | |
props.setProperty(TwitterSource.CONSUMER_SECRET, "*********************"); | |
props.setProperty(TwitterSource.TOKEN, "*******************"); | |
props.setProperty(TwitterSource.TOKEN_SECRET, "*****************"); | |
env.addSource(new TwitterSource(props)) | |
.filter(tweetJsonString -> tweetJsonString.contains("\"created_at\"")) | |
.map(tweetJsonString -> { | |
JsonNode jsonNode = mapper.readTree(tweetJsonString); | |
return Tweet.builder() | |
.lang(jsonNode.get("lang").asText()) | |
.timestamp(Instant.ofEpochMilli(jsonNode.get("timestamp_ms").asLong())) | |
.build(); | |
}) | |
.keyBy(tweetObject -> tweetObject.getLang()) | |
.timeWindow(Time.minutes(1l)) | |
.apply(new WindowFunction<Tweet, Tuple3<String, Long, Date>, String, TimeWindow>() { | |
@Override | |
public void apply(String lang, | |
TimeWindow window, | |
Iterable<Tweet> input, | |
Collector<Tuple3<String, Long, Date>> out) throws Exception { | |
out.collect(Tuple3.of( | |
lang, | |
StreamSupport.stream(input.spliterator(), true).count(), | |
Date.from(Instant.ofEpochMilli(window.getEnd())) | |
)); | |
} | |
}) | |
.addSink(new SinkFunction<Tuple3<String, Long, Date>>() { | |
@SuppressWarnings("rawtypes") | |
public void invoke(Tuple3<String, Long, Date> value, Context context) throws Exception { | |
log.info("Blah: {}", value); | |
} | |
}); | |
env.execute("Twitter keyBy Lang window count"); |
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