我有一個例子，我想使用 Flux.generate 因為我不想進行昂貴的阻塞呼叫，除非/直到訂閱者要求它。具體來說，我多次呼叫 Elasticsearch（有效地進行分頁），直到沒有更多的點擊。我已經使用Iterator<SearchResponse>. 每次呼叫 generate lambda 都會阻塞，然后通量以.subscribeOn(Schedulers.boundedElastic()). 但是，我想使用ReactiveElasticsearchClient回傳 aMono<SearchResponse>但仍然想一次做一個的Spring 。
這是之前使用阻塞的代碼：
public Iterator<SearchResponse> createDeepQueryIterator(@NonNull PITSearchInput input){
return new PointInTimeIterator(elasticClient, input);
}
public Flux<SearchResponse> createDeepQueryFlux(@NonNull PITSearchInput input){
return Flux.<SearchResponse, PointInTimeIterator>generate(
() -> new PointInTimeIterator(elasticClient, input),
(deepQueryIterator, sink) -> {
if (deepQueryIterator.hasNext()) {
sink.next(deepQueryIterator.next());
}else{
sink.complete();
}
return deepQueryIterator;
},
(deepQueryIterator) -> deepQueryIterator.shutdown())
.subscribeOn(Schedulers.boundedElastic());
}
上面的效果很好，因為它等待下一次呼叫 ES，直到（該）訂閱者準備好接收下一個資料塊。
在下面，我嘗試使用 Spring，ReactiveElasticsearchClient但問題是在訂閱者處理第一個之前對 ES 進行了多次呼叫。
public Flux<SearchResponse> createDeepQuery(PointInTimeIteratorFactory.PITSearchInput input) {
log.info("Creating flux");
AtomicReference<PitId> pitId = new AtomicReference<>();
AtomicInteger count = new AtomicInteger();
Mono<PitId> pitIdMono =
Mono.fromCallable(
() -> {
pitId.set(createPIT(input));
return pitId.get();
})
.subscribeOn(Schedulers.boundedElastic());
Mono<SearchResponse> searchResponseMono =
pitIdMono.flatMap(
p -> {
log.info("Calling search");
return reactiveElasticsearchClient.searchForResponse(createSearchRequestFrom(p, input));
});
Flux<SearchResponse> expand =
searchResponseMono
.expand(
(searchResponse -> {
int hitCount = searchResponse.getHits().getHits().length;
count.addAndGet(hitCount);
log.info("Previous returned {} hits totaling {}", hitCount, count.get());
if (count.get() > input.getMaxTotalSize()
|| hitCount < input.getMaxSizePerQuery()){
log.info("Returning empty");
return Mono.empty();
}
log.info("Calling search");
pitId.set(new PitId(searchResponse.pointInTimeId()));
return reactiveElasticsearchClient.searchForResponse(
createSearchRequestFrom(searchResponse, input));
}))
.doFinally(
p -> {
deletePIT(pitId.get());
});
return expand;
}
所以問題不是使用反應式客戶端的能力來回傳 aMono<SearchResponse>中的 aFlux而是只根據訂閱者的需要一次一次地這樣做。
下面是來自上述 Flux -> Mono 方法的PitTest日志記錄，其中的日志記錄來自通量的 onNext() 測驗。
2021-12-02 13:13:37.300 INFO 13704 --- [ main] a.a.t.ReactivePointInTimeIteratorFactory : Creating flux
2021-12-02 13:13:37.346 INFO 13704 --- [oundedElastic-1] a.a.t.ReactivePointInTimeIteratorFactory : Creating PIT
2021-12-02 13:13:37.407 INFO 13704 --- [oundedElastic-1] a.a.t.ReactivePointInTimeIteratorFactory : Calling search
2021-12-02 13:13:38.176 INFO 13704 --- [or-http-epoll-2] a.a.t.ReactivePointInTimeIteratorFactory : Previous returned 50 hits totaling 50
2021-12-02 13:13:38.177 INFO 13704 --- [or-http-epoll-2] a.a.t.ReactivePointInTimeIteratorFactory : Calling search
2021-12-02 13:13:38.177 INFO 13704 --- [or-http-epoll-2] a.a.t.ReactivePointInTimeIteratorFactory : Setting searchAfter to 1634877306267
2021-12-02 13:13:38.228 INFO 13704 --- [or-http-epoll-2] a.a.t.ReactivePointInTimeIteratorFactory : Previous returned 50 hits totaling 100
2021-12-02 13:13:38.228 INFO 13704 --- [or-http-epoll-2] a.a.t.ReactivePointInTimeIteratorFactory : Calling search
2021-12-02 13:13:38.228 INFO 13704 --- [or-http-epoll-2] a.a.t.ReactivePointInTimeIteratorFactory : Setting searchAfter to 1634877606162
2021-12-02 13:13:38.271 INFO 13704 --- [or-http-epoll-2] a.a.t.ReactivePointInTimeIteratorFactory : Previous returned 50 hits totaling 150
2021-12-02 13:13:38.271 INFO 13704 --- [or-http-epoll-2] a.a.t.ReactivePointInTimeIteratorFactory : Calling search
2021-12-02 13:13:38.272 INFO 13704 --- [or-http-epoll-2] a.a.t.ReactivePointInTimeIteratorFactory : Setting searchAfter to 1634877606362
2021-12-02 13:13:38.311 INFO 13704 --- [or-http-epoll-2] a.a.t.ReactivePointInTimeIteratorFactory : Previous returned 50 hits totaling 200
2021-12-02 13:13:38.312 INFO 13704 --- [or-http-epoll-2] a.a.t.ReactivePointInTimeIteratorFactory : Calling search
2021-12-02 13:13:38.312 INFO 13704 --- [or-http-epoll-2] a.a.t.ReactivePointInTimeIteratorFactory : Setting searchAfter to 1634877906244
2021-12-02 13:13:38.344 INFO 13704 --- [or-http-epoll-2] a.a.t.ReactivePointInTimeIteratorFactory : Previous returned 50 hits totaling 250
2021-12-02 13:13:38.345 INFO 13704 --- [or-http-epoll-2] a.a.t.ReactivePointInTimeIteratorFactory : Returning empty
2021-12-02 13:13:38.345 INFO 13704 --- [or-http-epoll-2] a.a.t.ReactivePointInTimeIteratorFactory : Closing PIT ReactivePointInTimeIteratorFactory.PitId(id=m_2xAwENYWN0aXZpdHlzdG9yZRZQQkRGWldmclI2cWZITEpoWDI1cGlRABZCZU8xbm55ZlFabXREYmNEdThESG1RAAAAAAAAWQcTFm5BcXdPU2xTUWE2bEU4dkVPVkpkWFEBFlBCREZaV2ZyUjZxZkhMSmhYMjVwaVEAAA==)
2021-12-02 13:13:40.171 INFO 13704 --- [ parallel-1] p.actss.activity.store.PitTest : [1634877306066]
2021-12-02 13:13:42.172 INFO 13704 --- [ parallel-2] p.actss.activity.store.PitTest : [1634877306272]
2021-12-02 13:13:44.172 INFO 13704 --- [ parallel-3] p.actss.activity.store.PitTest : [1634877606166]
2021-12-02 13:13:46.173 INFO 13704 --- [ parallel-4] p.actss.activity.store.PitTest : [1634877906057]
2021-12-02 13:13:48.174 INFO 13704 --- [ parallel-1] p.actss.activity.store.PitTest : [1634877906248]
2021-12-02 13:13:48.174 INFO 13704 --- [ parallel-1] p.actss.activity.store.PitTest : Complete
2021-12-02 13:13:48.174 INFO 13704 --- [ main] p.actss.activity.store.PitTest : blah
2021-12-02 13:13:48.175 INFO 13704 --- [ parallel-1] p.actss.activity.store.PitTest : onComplete
更新：添加 PitTest 代碼以確保完整性：
@Test
void testReactoiveFluxIt() throws InterruptedException {
Flux<SearchResponse> deepQuery = reactivePointInTimeIteratorFactory.createDeepQuery(...);
deepQuery
.delayElements(Duration.ofMillis(2000))
.doOnNext(p -> log.info(Arrays.toString(p.getHits().getHits()[0].getSortValues()))) //
.doOnComplete(() -> log.info("Complete")) //
.doFinally(p -> log.info(p.toString()))
.blockLast();
log.info("blah");
Thread.sleep(5000);
}
uj5u.com熱心網友回復：
delayElements切換到并行調度程式并將每個發出的元素延遲 2 秒。這就是為什么之后列印排序值的原因。
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