如何正确实现http接收器?

rryofs0p  于 2021-06-25  发布在  Flink
关注(0)|答案(1)|浏览(482)

我想通过http协议将数据流流的计算结果发送到其他服务。我看到了两种可能的实现方法:
在sink中使用同步apache httpclient

public class SyncHttpSink extends RichSinkFunction<SessionItem> {
    private static final String URL = "http://httpbin.org/post";

    private CloseableHttpClient httpClient;

    private Histogram httpStatusesAccumulator;

    @Override
    public void open(Configuration parameters) throws Exception {
        httpClient = HttpClients.custom()
            .setKeepAliveStrategy(DefaultConnectionKeepAliveStrategy.INSTANCE)
            .build();

        httpStatusesAccumulator = getRuntimeContext().getHistogram("http_statuses");
    }

    @Override
    public void close() throws Exception {
        httpClient.close();

        httpStatusesAccumulator.resetLocal();
    }

    @Override
    public void invoke(SessionItem value) throws Exception {
        List<NameValuePair> params = new ArrayList<>();
        params.add(new BasicNameValuePair("session_uid", value.getSessionUid()));
        params.add(new BasicNameValuePair("traffic", String.valueOf(value.getTraffic())));
        params.add(new BasicNameValuePair("duration", String.valueOf(value.getDuration())));

        UrlEncodedFormEntity entity = new UrlEncodedFormEntity(params, Consts.UTF_8);

        HttpPost httpPost = new HttpPost(URL);
        httpPost.setEntity(entity);

        try(CloseableHttpResponse response = httpClient.execute(httpPost)) {
            int httpStatusCode = response.getStatusLine().getStatusCode();

            httpStatusesAccumulator.add(httpStatusCode);
        }
    }
}

在接收器中使用异步apache httpasyncclient

public class AsyncHttpSink extends RichSinkFunction<SessionItem> {
    private static final String URL = "http://httpbin.org/post";

    private CloseableHttpAsyncClient httpClient;

    private Histogram httpStatusesAccumulator;

    @Override
    public void open(Configuration parameters) throws Exception {
        httpClient = HttpAsyncClients.custom()
                .setKeepAliveStrategy(DefaultConnectionKeepAliveStrategy.INSTANCE)
                .build();
        httpClient.start();

        httpStatusesAccumulator = getRuntimeContext().getHistogram("http_statuses");
    }

    @Override
    public void close() throws Exception {
        httpClient.close();

        httpStatusesAccumulator.resetLocal();
    }

    @Override
    public void invoke(SessionItem value) throws Exception {
        List<NameValuePair> params = new ArrayList<>();
        params.add(new BasicNameValuePair("session_uid", value.getSessionUid()));
        params.add(new BasicNameValuePair("traffic", String.valueOf(value.getTraffic())));
        params.add(new BasicNameValuePair("duration", String.valueOf(value.getDuration())));

        UrlEncodedFormEntity entity = new UrlEncodedFormEntity(params, Consts.UTF_8);

        HttpPost httpPost = new HttpPost(URL);
        httpPost.setEntity(entity);

        httpClient.execute(httpPost, new FutureCallback<HttpResponse>() {
            @Override
            public void completed(HttpResponse response) {
                int httpStatusCode = response.getStatusLine().getStatusCode();

                httpStatusesAccumulator.add(httpStatusCode);
            }

            @Override
            public void failed(Exception ex) {
                httpStatusesAccumulator.add(-1); // -1 - failed
            }

            @Override
            public void cancelled() {
                httpStatusesAccumulator.add(-2); // -2 - cancelled
            }
        });
    }
}

问题:
我应该在接收器中使用同步或异步http客户端吗?
万一我将使用同步客户端,它将阻止Flume和通过背压Flink将阻止源。正确的?
如果我使用异步客户机,它不会阻塞接收器。正确的?
蓄能器不是螺纹安全的?i、 我可以在异步回调中使用它吗?
runtimecontext不是线程安全的?i、 我可以在异步回调中使用它吗?

z9ju0rcb

z9ju0rcb1#

1. 我应该在接收器中使用同步或异步http客户端吗?

为了避免由于阻塞http调用而产生的反压力,我建议使用异步http客户机。

2. 万一我将使用同步客户端,它将阻止Flume和通过背压Flink将阻止源。正确的?

是的,没错。背压将通过拓扑传播到源。

3. 如果我使用异步客户机,它不会阻塞接收器。正确的?

这是正确的。

4. 蓄能器不是螺纹安全的?i、 我可以在异步回调中使用它吗?

蓄能器不是线程安全的,因此必须同步访问它们。

5. runtimecontext不是线程安全的?i、 我可以在异步回调中使用它吗?

这个 RuntimeContext 不是线程安全的,因此必须同步对它的访问。

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