spring WebClient-如何基于响应头重试延迟

Question

我一直在学习spring Webflux和reactive programming，并陷入了一个问题，我试图解决的重试逻辑使用spring WebClient。我已经创建了一个客户机，并成功地调用了一个外部Web服务GETendpoint，该endpoint返回一些JSON数据。

当外部服务以503-service unavailable状态响应时，响应包括retry-after标头，该标头具有一个值，指示在重试请求之前应等待多长时间。我想在spring WebFlux/Reactor中找到一种方法，告诉webClient在X周期之后重试它的请求，其中X是now和我从响应头解析出的DateTime之间的差值。

public <T> Mono<T> get(final String url, Class<T> clazz) {
        return webClient
                .get().uri(url)
                .retrieve()
                .bodyToMono(clazz);
    }

我使用一个构建器来创建上述方法中使用的webclient变量，并将其作为实例变量存储在类中。

webClientBuilder = WebClient.builder();
webClientBuilder.codecs(clientCodecConfigurer -> {
    clientCodecConfigurer.defaultCodecs();
    clientCodecConfigurer.customCodecs().register(new Jackson2JsonDecoder());
    clientCodecConfigurer.customCodecs().register(new Jackson2JsonEncoder());
});
webClient = webClientBuilder.build();

我试图理解RetryWhen方法并将其与Retry类一起使用，但无法确定是否可以访问或传递那里的响应头值。

public <T> Mono<T> get(final String url, Class<T> clazz) {
        return webClient
                .get().uri(url)
                .retrieve()
                .bodyToMono(clazz);
                .retryWhen(new Retry() {
                    @Override
                    public Publisher<?> generateCompanion(final Flux<RetrySignal> retrySignals) {
                        // Can I use retrySignals or retryContext to find the response header somehow?
                        // If I can find the response header, how to return a "yes-retry" response?
                    }
                })
    }

我还尝试在WebClient.Builder中执行一些额外的逻辑并使用筛选器，但这只能使我停止一个新请求（对#get)直到先前建立的Retry-After值过去。

webClientBuilder = WebClient.builder();
webClientBuilder.codecs(clientCodecConfigurer -> {
    clientCodecConfigurer.defaultCodecs();
    clientCodecConfigurer.customCodecs().register(new Jackson2JsonDecoder());
    clientCodecConfigurer.customCodecs().register(new Jackson2JsonEncoder());
});
webClientBuilder.filter(ExchangeFilterFunction.ofRequestProcessor(clientRequest -> {
            final Clock clock = Clock.systemUTC();
            final int id = (int) clientRequest.attribute("id"); // id is saved as an attribute for the request, pull it out here
            final long retryAfterEpochMillis = // get epoch millisecond from DB for id
            if(epoch is in the past) {
                return Mono.just(clientRequest);
            } else { // have to wait until epoch passes to send request
                return Mono.just(clientRequest).delayElement(Duration.between(clock.instant(), Instant.ofEpochMilli(retryAfterEpochMillis)));
            }
        })
);
webClient = webClientBuilder.build();

.onStatus(HttpStatus::isError, response -> {
                    final List<String> retryAfterHeaders = response.headers().header("Retry-After");
                    if(retryAfterHeaders.size() > 0) {
                        final long retryAfterEpochMillis = // parse millisecond epoch time from header
                        // Save millisecond time to DB associated to specific id
                    }
                    return response.bodyToMono(String.class).flatMap(body ->
                            Mono.error(new RuntimeException(
                                            String.format("Request url {%s} failed with status {%s} and reason {%s}",
                                                    url,
                                                    response.rawStatusCode(),
                                                    body))));
                })

任何帮助都是感激的，如果我能提供更多的上下文数据来帮助，我会的。

Answer 1

public class WebClientStatefulRetry3 {
    public static void main(String[] args) {
        WebClient webClient = WebClient.create();

        call(webClient)
                .retryWhen(Retry.indefinitely()
                        .filter(ex -> ex instanceof WebClientResponseException.ServiceUnavailable)
                        .doBeforeRetryAsync(signal -> Mono.delay(calculateDelay(signal.failure())).then()))
                .block();
    }

    private static Mono<String> call(WebClient webClient) {
        return webClient.get()
                .uri("http://mockbin.org/bin/b2a26614-0219-4018-9446-c03bc1868ebf")
                .retrieve()
                .bodyToMono(String.class);
    }

    private static Duration calculateDelay(Throwable failure) {
        String headerValue = ((WebClientResponseException.ServiceUnavailable) failure).getHeaders().get("Retry-After").get(0);

        return // calculate delay here from header and current time;
    }
}

public class WebClientRetryWithExpand {
    public static void main(String[] args) {
        WebClient webClient = WebClient.create();

        call(webClient)
                .expand(prevResponse -> {
                    List<String> header = prevResponse.headers.header("Retry-After");
                    if (header.isEmpty()) {
                        return Mono.empty();
                    }
                    long delayInMillis = // calculate delay from header and current time

                    return Mono.delay(Duration.ofMillis(delayInMillis))
                            .then(call(webClient));
                })
                .last()
                .block();
    }

    private static Mono<ResponseWithHeaders> call(WebClient webClient) {
        return webClient.get()
                .uri("https://example.com")
                .exchangeToMono(response -> response.bodyToMono(String.class)
                        .map(rawResponse -> new ResponseWithHeaders(rawResponse, response.headers())));
    }

    @Data
    static class ResponseWithHeaders {
        private final String rawResponse;
        private final ClientResponse.Headers headers;
    }
}