Question

我使用Elasticsearch Connector作为接收器，将数据插入Elasticsearch（请参阅：https://ci.apache.org/projects/flink/flink-docs-release-1.7/dev/connectors/elasticsearch.html）。

但是，我没有找到任何连接器来从Elasticsearch获取数据作为源。

在Flink管线中是否有任何连接器或示例将Elasticsearch文档用作源？

此致

阿里

Answer 1

我不知道Flink的显式ES来源。我确实看到一个用户在谈论将elasticsearch-hadoop用作Flink的HadoopInputFormat，但我不知道这是否对他们有用（请参阅their code）。

Answer 2

我最终定义了从ElasticSearch函数读取的简单内容

    public static class ElasticsearchFunction
        extends ProcessFunction<MetricMeasurement, MetricPrediction> {

    public ElasticsearchFunction() throws UnknownHostException {
        client = new PreBuiltTransportClient(settings)
                .addTransportAddress(new TransportAddress(InetAddress.getByName("YOUR_IP"), PORT_NUMBER));
    }

    @Override
    public void processElement(MetricMeasurement in, Context context, Collector<MetricPrediction> out) throws Exception {
        MetricPrediction metricPrediction = new MetricPrediction();

        metricPrediction.setMetricId(in.getMetricId());
        metricPrediction.setGroupId(in.getGroupId());
        metricPrediction.setBucket(in.getBucket());

        // Get the metric measurement from Elasticsearch
        SearchResponse response = client.prepareSearch("YOUR_INDEX_NAME")
                .setSearchType(SearchType.DFS_QUERY_THEN_FETCH)
                .setQuery(QueryBuilders.termQuery("YOUR_TERM", in.getMetricId()))   // Query
                .setPostFilter(QueryBuilders.rangeQuery("value").from(0L).to(50L))     // Filter
                .setFrom(0).setSize(1).setExplain(true)
                .get();

        SearchHit[] results = response.getHits().getHits();
        for(SearchHit hit : results){
            String sourceAsString = hit.getSourceAsString();
            if (sourceAsString != null) {
                ObjectMapper mapper = new ObjectMapper();
                MetricMeasurement obj = mapper.readValue(sourceAsString, MetricMeasurement.class);
                obj.getMetricId();
                metricPrediction.setPredictionValue(obj.getValue());
            }
        }
        out.collect(metricPrediction);
    }
}

Answer 3

Hadoop 兼容性 + Elasticsearch Hadoop

https://github.com/cclient/flink-connector-elasticsearch-source

Elasticsearch Connector作为Flink中的源

3 个答案: