{"id":1340,"date":"2024-08-04T02:36:43","date_gmt":"2024-08-03T18:36:43","guid":{"rendered":"http:\/\/codermr.com\/?p=1340"},"modified":"2024-08-06T21:43:13","modified_gmt":"2024-08-06T13:43:13","slug":"flux_mono_skills","status":"publish","type":"post","link":"http:\/\/codermr.com\/index.php\/2024\/08\/04\/flux_mono_skills\/","title":{"rendered":"Flux \/ Mono \u5e38\u7528\u65b9\u6cd5\u548c\u6280\u5de7"},"content":{"rendered":"\n

flatMap<\/h1>\n\n\n\n

Flux\u3001Mono \u91cc\u9762\u90fd\u6709 flatMap \u65b9\u6cd5\u3002flatMap \u65b9\u6cd5\u662f\u5e72\u4ec0\u4e48\u7684\u5462\uff1f\u6211\u7684\u7406\u89e3\u662f\uff1aflatMap \u5bf9 Flux\u3001Mono \u91cc\u9762\u7684\u5143\u7d20\u9010\u4e2a\u5904\u7406\u8f6c\u6362\u6210\u53e6\u4e00\u4e2a Publisher\uff0c\u7136\u540e\u518d\u5c06\u8fd9\u4e9b publishers \u5408\u5e76\u6210\u4e00\u4e2a\u65b0\u7684 Flux\u3001Mono \u5bf9\u8c61\u8fd4\u56de\u3002<\/p>\n\n\n\n

flatMap function in Flux\/Mono is used to transform each element emitted by a Publisher into another Publisher, and then flatten these inner publishers into a single Flux\/Mono\u3002<\/p>\n\n\n\n

\u4f46\u662f\u4e00\u4e2a\u5f88\u91cd\u8981\u7684\u77e5\u8bc6\u70b9\u662f\uff0cflatMap \u7684\u8f6c\u6362\uff0c\u9700\u8981 subscribe(…) \u89e6\u53d1\uff0c\u4e5f\u5c31\u662f\u8bf4\u5982\u679c\u6ca1\u6709 subscribe(…) \u89e6\u53d1\uff0cflatMap \u7684\u8f6c\u6362\u5c31\u4e0d\u4f1a\u8fdb\u884c\u3002<\/p>\n\n\n\n

Flux \u7684 flatMap \u65b9\u6cd5\uff1a<\/p>\n\n\n\n

public static void test2() {\n    Flux<Integer> flux000 = Flux.just(1, 2, 3);\n    Flux<Integer> flux000New = flux000.flatMap(ele -> {\n        ele = ele * 2;\n        return Flux.just(ele); \/\/ \u8fd4\u56de\u7684\u8fd8\u662f Flux\n    });\n    flux000.subscribe(ele -> {\n        System.out.println(\"========:\" + ele);\/\/ \u8fd8\u662f\u8f93\u51fa100 \uff0c\u56e0\u4e3a .flatMap \u5e76\u4e0d\u4f1a\u6539\u53d8\u539f\u6765Mono\u4e2d\u7684\u503c\n    });\n    flux000New.subscribe(ele -> {\n        System.out.println(\"========:\" + ele);\/\/ \u8f93\u51fa200\n    });\n    System.out.println(\"===========\u7ed3\u675f=============\");\n}<\/code><\/pre>\n\n\n\n
Mono \u7684 flatMap \u65b9\u6cd5\uff1a<\/p>\n\n\n\n
public static void test3() {
    Mono<Integer> mono1 = Mono.just<\/em>(100);
    Mono<Integer> monoNew = mono1.flatMap(ele -> {
        ele = ele * 2;
        return Mono.just<\/em>(ele); \/\/ \u8fd4\u56de\u7684\u8fd8\u662f Mono
    });
    mono1.subscribe(ele -> {
        System.out<\/em>.println(\"========:\" + ele);\/\/ \u8fd8\u662f\u8f93\u51fa100 \uff0c\u56e0\u4e3a .flatMap \u5e76\u4e0d\u4f1a\u6539\u53d8\u539f\u6765Mono\u4e2d\u7684\u503c
    <\/em><\/strong>});
    monoNew.subscribe(ele -> {
        System.out<\/em>.println(\"========:\" + ele);\/\/ \u8f93\u51fa200
    <\/em><\/strong>});
}<\/pre>\n\n\n\n
\u4e00\u4e2a\u5f88\u5173\u952e\u7684\u95ee\u9898\u662f\uff1a flatMap \u64cd\u4f5c\u662f\u5f02\u6b65\u7684\u5417\uff1f<\/h2>\n\n\n\n
\u7f51\u4e0a\u6bcf\u4e2a\u7b54\u6848\u90fd\u544a\u8bc9\u4f60\uff0cflatMap \u662f\u5f02\u6b65\u7684\uff0c\u4f46\u662f\u5728\u6211\u7684\u5b66\u4e60\u6d4b\u8bd5\u8fc7\u7a0b\u4e2d\uff0c\u5e76\u6ca1\u6709\u6d4b\u51fa\u6765 flatMap \u7684\u5f02\u6b65\u73b0\u8c61\uff0c\u6bd4\u5982\u4e0a\u9762\u7684 test2() \u65b9\u6cd5\uff0c\u6211\u5728\u6700\u540e\u4e00\u6b65\u8f93\u51fa\u90a3\u91cc\u6253\u65ad\u70b9\uff0c\u5219\u524d\u9762\u7684\u4ee3\u7801\u6ca1\u6709\u6267\u884c\u5b8c\u662f\u4e0d\u4f1a\u8d70\u5230\u8d70\u540e\u4e00\u6b65\u7684\uff0c\u867d\u7136\u8fd9\u79cd\u6d4b\u8bd5\u5f02\u6b65\u7684\u65b9\u5f0f\u4e0d\u4e25\u8c28\uff0c\u4f46\u6211\u4e00\u6b21\u4e5f\u9047\u5230\u8fc7\u4f8b\u5916\u60c5\u51b5\u3002<\/p>\n\n\n\n
\"\"<\/a><\/figure>\n\n\n\n
flatMapMany<\/h1>\n\n\n\n
flatMapMany \u662f Mono \u91cc\u9762\u7684\u65b9\u6cd5\uff0cFlux \u91cc\u9762\u6ca1\u6709\u3002<\/p>\n\n\n\n
flatMapMany<\/code> in Reactor is a powerful operator that transforms each item emitted by a Mono<\/code><\/mark><\/strong> into a Publisher<\/code>, and then flattens these publishers into a single Flux<\/code><\/mark><\/strong>. This can be particularly useful for transforming data in a reactive stream or chaining asynchronous operations.<\/p>\n\n\n\n
flatMapMany<\/code> \u662f\u5c06 Mono \u53d1\u5c04\u7684\u6bcf\u4e2a\u5143\u7d20\u8f6c\u6362\u6210\u4e00\u4e2a Publisher \uff0c\u518d\u5c06\u8fd9\u4e2a Publisher \u5408\u5e76\u4e00\u4e2a Flux\u3002<\/mark><\/strong><\/p>\n\n\n\n
Here are some examples to demonstrate how to use flatMapMany<\/code>.<\/p>\n\n\n\n
Example 1: Simple flatMapMany<\/code> Usage<\/h3>\n\n\n\n
In this example, we use flatMapMany<\/code> to transform a Mono<\/code> of a list of items into a Flux<\/code> of individual items.<\/p>\n\n\n\n
flatMapMany<\/mark><\/code> \u53ef\u4ee5\u5c06\u4e00\u4e2a Mono<List<E>><\/mark><\/strong> \u8f6c\u6362\u6210\u53ea\u5305\u542b\u4e00\u4e2a\u5143\u7d20\u7684 Flux<E> \u3002<\/mark><\/strong><\/p>\n\n\n\n
 public static void main(String[] args) {\n        Mono<List<String>> monoList = Mono.just(Arrays.asList(\"apple\", \"banana\", \"cherry\"));\n\n        Flux<String> flux = monoList.flatMapMany(Flux::fromIterable);\n\n        flux.subscribe(System.out::println);\n    }<\/code><\/pre>\n\n\n\n
Example 2: flatMapMany<\/code> with Asynchronous Operations<\/h3>\n\n\n\n
In this example, we use flatMapMany<\/code> to transform a Mono<\/code> into a Flux<\/code> of items that each undergo an asynchronous operation.<\/p>\n\n\n\n
flatMapMany<\/mark><\/code> \u53ef\u4ee5<\/mark><\/strong><\/p>\n\n\n\n
public static void main1(String[] args) {\n    Mono<String> mono = Mono.just(\"Reactive Programming\");\n\n    Flux<String> flux = mono.flatMapMany(value -> Flux.fromArray(value.split(\" \"))\n      .delayElements(Duration.ofMillis(500))); \/\/ Simulating async operation\n\n    flux.subscribe(System.out::println);\n}<\/code><\/pre>\n\n\n\n
Example 3: flatMapMany<\/code> for Network Calls<\/h3>\n\n\n\n
In this example, flatMapMany<\/code> is used to perform multiple network calls for each item in a Mono<\/code>.<\/p>\n\n\n\n
public static void main2(String[] args) {\n    List<String> urls = Arrays.asList(\"http:\/\/example.com\/1\", \"http:\/\/example.com\/2\", \"http:\/\/example.com\/3\");\n    Mono<List<String>> monoUrls = Mono.just(urls);\n    Flux<String> fluxResponses = monoUrls.flatMapMany(urlList ->\n      Flux.fromIterable(urlList)\n        .flatMap(url -> makeNetworkCall(url))\n    );\n    fluxResponses.subscribe(System.out::println);\n}\n\nprivate static Mono<String> makeNetworkCall(String url) {\n    \/\/ Simulating network call\n    return Mono.just(\"Response from \" + url).delayElement(Duration.ofMillis(300));\n}<\/code><\/pre>\n\n\n\n
Example 4: Error Handling with flatMapMany<\/code><\/h3>\n\n\n\n
In this example, we demonstrate how to handle errors within flatMapMany<\/code>.<\/p>\n\n\n\n
public static void main3(String[] args) {\n    Mono<String> mono = Mono.just(\"Reactive Programming\");\n    Flux<String> flux = mono.flatMapMany(value -> Flux.fromArray(value.split(\" \"))\n        .delayElements(Duration.ofMillis(500)))\n      .onErrorResume(e -> Flux.just(\"An error occurred: \" + e.getMessage()));\n    flux.subscribe(System.out::println);\n}<\/code><\/pre>\n\n\n\n
Example 5: Complex Data Processing with flatMapMany<\/code><\/h3>\n\n\n\n
In this example, we use flatMapMany<\/code> to process complex data structures.<\/p>\n\n\n\n
public static void main4(String[] args) {\n    Map<String, List<String>> data = Map.of(\n      \"fruits\", Arrays.asList(\"apple\", \"banana\"),\n      \"vegetables\", Arrays.asList(\"carrot\", \"potato\")\n    );\n\n    Mono<Map<String, List<String>>> monoData = Mono.just(data);\n\n    Flux<String> flux = monoData.flatMapMany(map ->\n      Flux.fromIterable(map.entrySet()).flatMap(entry -> Flux.fromIterable(entry.getValue()))\n    );\n\n    flux.subscribe(System.out::println);\n}<\/code><\/pre>\n\n\n\n
Explanation:<\/h3>\n\n\n\n
    \n
  1. Example 1<\/strong>: Demonstrates how to convert a Mono<\/code> containing a list into a Flux<\/code> of individual items.<\/li>\n\n\n\n
  2. Example 2<\/strong>: Demonstrates asynchronous processing of each item in a Mono<\/code>.<\/li>\n\n\n\n
  3. Example 3<\/strong>: Demonstrates making network calls for each item in a Mono<\/code>.<\/li>\n\n\n\n
  4. Example 4<\/strong>: Demonstrates error handling within flatMapMany<\/code>.<\/li>\n\n\n\n
  5. Example 5<\/strong>: Demonstrates processing complex data structures with flatMapMany<\/code>.<\/li>\n<\/ol>\n\n\n\n
    These examples should help you understand how to use flatMapMany<\/code> effectively in different scenarios.<\/p>\n\n\n\n
    <\/p>\n","protected":false},"excerpt":{"rendered":"
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