Flux method public static <T> Flux<T> empty() Mono method public static <T> Mono<T> empty() Examples That "given exception," by the way is the new ServiceException() you see inside Mono.error(). The Mono API allows you to emit only a single value, after which it will immediately complete. Today at Tutorial Guruji Official website, we are sharing the answer of Working with spring webflux reactive repositories results in nested Mono Object without wasting too much if your time. It offers composable asynchronous sequence APIs — Flux (for [N] elements) and . The first type of publisher is a Mono. The Spring 5 implementation uses the popular Project Reactor as a base.. This means we are going to see a lot less Lists, Collections, or even single objects. Use yourMono.flatMapMany (Flux::fromIterable) in your case. The domain objects. Mono<String> mono = Mono.just("Alex"); Mono<String> mono = Mono.empty(); Flux: Returns 0…N elements. We can think of a Twitter feed as an example. collectSortedList(): accumulate sequence and sort into a Mono<List>. Mono vs Flux: If you have understood how Optional vs Stream works, then Mono vs Flux are similar in Java Reactive Programming with Project Reactor. Also it can return a sequence of elements and then send a completion notification when it has returned all of its elements. public static <T> Mono<T> justOrEmpty(@Nullable T data) Create a new Mono that emits the specified item if non null otherwise only emits onComplete. * @param dataBuffers the source data buffers * @param jsonFactory the factory to use * @param tokenizeArrayElements if {@code true} and the "top level" JSON * object is an array, each element is returned individually, immediately * after it is received. . — functions. spring-webflux : How to Extract user defined object from Mono<T> or Flux<T> from the response without blocking? Fortunately, it already provides an opinionated caching helper called CacheMono and CacheFlux.They define a cache abstraction for storing and restoring a Mono or a Flux. The problem we struggled with is converting types - and converting Mono to Flux at the same time. The example is as follows: reactor.core.publisher Flux fromIterable. please help modifying getBulkUserInfo or getUserDetails to get the . targetType - The target type being converted to. When working with Reactive Streams, we use a Publisher and its two implementations, Flux and Mono. Returns: The converted type or empty if the conversion is not possible. I created two REST services one which returns a list of employees stored in my local MongoDB database( MongoDB allows data to be returned reactively) and . The flatMap method. [doc-files/. This article will be an introduction to writing both Reactive Clients and Servers using the new tools available in version 5 of the framework. How can we convert the Flux< Employe > to Mono< Customers > object in Spring Reactive. A Mono is a stream of 0 to 1 element, whereas a Flux is a stream of 0 to N elements. static <T> Function<Mono<T>, Mono<T>> toMonoTransformer( Function<Flux<T>, Flux<T>> transformer) { return listMono -> transformer.apply(listMono.flux()).next(); } This function can then be used on any transformer of any type. A Mono is a specific but very common type of Flux: a Flux that will . Ideally, if the source is a Mono<Boolean>, that could be considered as the "predicate". It Implements Future and CompletionStage interface. Derived objects are declared following the pattern where the parent class is the first field of a structure definition, for example: Hello Developer, Hope you guys are doing great. We will use inbuilt save method of ReactiveCrudRepository to save our User Object. 6. I'm not going to go to in depth on what Reactive Streams are, as honestly I need to look into it even more myself before I try to explain it to anyone. targetType - The target type being converted to. It will save that object into the data base. 2 months ago A new iterator will be created for each subscriber. 2 months ago Most commonly used are: Map — Used to transform the publisher elements to another elements; FlatMap — Similar to map, but transformation is asynchronous; FlatMapMany — Mono operator used to transform a Mono into a Flux Eg: flux.take (1).single (); In order to read a Flux of POJO object, we need to use bodyToFlux () method. If you're using Project Reactor, sometimes you may want to cache a Mono or a Flux. Collect all elements emitted by this Flux into a List that is emitted by the resulting Mono when this sequence completes. For more information about Flux function types, behaviors, and categories, see Flux function types and categories. Create a Mono with test code. Getting a warning when use objectmapper in flux inappropriate blocking method call in java reactor Thanks for your suggestion - it helped us! The .log() prints traces of a reactor stream (Mono and Flux) and . Project Reactor has introduced two implementations of Publisher: Mono and Flux. Operators introduced in the code examples are defined in both the Mono and Flux classes. Zip will work as long as both sources emit data. Transform the items emitted by this Flux by applying a synchronous function to each item. Not only that, but it still publishes ClientResponse. When converting a Flux to Uni, the resulting Uni emits the first item. FlatMapMany - This is a Mono operator which is used to transform a Mono object into a Flux object. 1.3. /** * Tokenize the given {@code Flux<DataBuffer>} into {@code Flux<TokenBuffer>}. This means that the Mono is the reactive counter-part of returning a simple object, or an Optional. The flatMap method is similar to the map method with the key difference that the supplier you provide to it should return a Mono<T> or Flux<T>.Using the map method would result . And the official website also gives an explanation why ThreadLocal doesn't work in some scenarios, so check it out if you're interested. collectMultimap(): convert sequence into a Mono<Map> that each Map's key can be paired with multi-value (in a Collection). This will transform the Flux into a valued Mono by taking the first emitted item, or an empty Mono if the Flux is empty itself. The just method creates a new flux that emits the provided. You either get a Mono response (for a single object response) or a Flux response (for multiple objects). Project Reactor with Mono and Flux objects may make it difficult for you to think about how to write Unit Test for reactive code. But reactively choosing a path from the result of a Mono could benefit from a dedicated operator. When a Flux or Mono sends the completion event without having emitted any item, the resulting Uni emits null. We can get the specific object we are interested in from the Tuple. map. convert in interface TypeConverter < Object ,reactor.core.publisher.Mono>. Returns: The converted type or empty if the conversion is not possible. In our Intro to Project Reactor, we learned about Mono<T>, which is a publisher of an instance of type T. In this quick tutorial, we'll show both a blocking and a non-blocking way to extract T from the Mono : block and subscribe. Main building blocks are Mono and Flux components, that are chained throughout an app's flow (note, from here I refer to both Mono and Flux as Mono). Throwing an exception on any level will . Examples Using Flux#just() However, the difference is that this time the publisher will terminate with the given exception once it's got a subscriber. This feature is called Context. reactor integrates directly with the Java 8 functional APIs, notably CompletableFuture, Stream, and Duration. Instead of take (1), you could use next (). Project Reactor implements the reactive programming model.It implements the Reactive Streams Specification a standard for building reactive applications. In this article, you will learn about Flux in Project Reactor which represents 0 to N (Zero to N) items. Since version 3.1.0, Reactor comes with an advanced feature that is somewhat comparable to ThreadLocal but can be applied to a Flux or a Mono instead of a Thread. A Flux can be endless, meaning that it can keep emitting elements forever. This list below contains all documented Flux functions. Each request uses the ServerResponse builder object to create a response that has a Location header, a Content-Type header, and no payload. This save method has signature as below. This means we are going to see a lot less Lists, Collections or even single objects and instead their reactive equivalents such as Flux and Mono (from Reactor). * @return . Take a look if you are interested. Mono: Returns 0 or 1 element. response -> Mono.error(new ServiceException("Method not allowed. collectMap(): convert sequence into a Mono<Map>. After that emission, . DelayElements - It delays the publishing of each element by a defined duration. However, it can be done very simply by using Spring's BodyExtractors and DataBufferUtils utility . But I Actually want to return a Mono<User.java> or Flux<User.java>. Reactor introduces composable reactive types that implement Publisher but also provide a rich vocabulary of operators: Flux and Mono. - you guessed it! Ways to convert Flux to List, Map. This tutorial shows you how to use CacheMono and CacheFlux in Project Reactor, including how to use them with Caffeine.. A Flux is a stream that we can transform (giving us a new stream of transformed events), buffer into a List, reduce down to a single value, concatenate and merge with other Fluxes, or block on to wait for a value. This method behaves in much the same way as flatMap, but it doesn't support asynchronous processing. The flatMap method is similar to the map method with the key difference that the supplier you provide to it should return a Mono<T> or Flux<T>.Using the map method would result . This is really not as complicated as other answers imply. The flatMap method. Furthermore, what is the difference between flux and Mono? getUserDetails Method returns Mono of Type JsonNode. I'm not going to go in . collectList(): accumulate sequence into a Mono<List>. 1. This becomes more challenging when . Spring 2.0 WebFlux: Merge multiple Mono<String> , where string is a json converted to string, into a single Flux<String> 12 Invoking non-blocking operations sequentially while consuming from a Flux including retries How to correctly read Flux<DataBuffer> and convert it to a single inputStream. please help modifying getBulkUserInfo or getUserDetails to get the . WebClient with Object Array Reactor Core is a Java 8 library that implements the reactive programming model. Reactor has two reactive types: Mono, which represents an empty or single value result (0..1) and Flux, which represents a sequence of items (0..N). If the database driver you are using does not follow it then all your calls will be like example one, and will be done in a blocking manor with poor performance. Spring Reactive: manipulate a flux into a mono type . This feature is called Context. Popular methods of Flux. Following are empty() methods of Flux and Mono to create their empty instances which complete without emitting any item. Introduction. Flux is a Reactive Stream Publisher with rx operators that emit 0 to N elements and then completes (successfully or with an error). As per reactive-streams specification, A Publisher is a provider of a potentially unbounded number of sequenced elements, publishing them according to the demand received from its Subscriber(s). Parameters: object - The object type. We will use Flux methods such as: - collectList (): accumulate sequence into a Mono<List>. A data repository. Introduction. When using Project Reactor, you may need to combine the result of more than one publishers, either Mono or Flux.In this tutorial, I'm going to show you some built-in Reactor methods that can be used for it, including the differences between those methods and examples for each method. But I Actually want to return a Mono<User.java> or Flux<User.java>. Concat - It is used to combine the elements emitted by a Publisher by keeping the sequence of the publishers intact. -> Collect all elements emitted by this Flux into a List that is emitted by the resulting Mono when this sequence completes. Few examples what we can do with CompletableFuture: 1. And a Flux<T>, which can return zero to many, possibly infinite, results before completing. Mono and Flux use the Decorator design pattern heavily to change the behaviour of original mono/flux publisher at runtime. Here is a demo of how to call a reactive REST service for GET and POST operations. A Flux object represents a I have Mono<List<String>> and I need to convert it to Flux<String>. context - The ConversionContext. Statically choosing between two path can be done with a classic imperative if statement. spring-webflux : How to Extract user defined object from Mono<T> or Flux<T> from the response without blocking? I. View the full library of documented Flux functions. Hi all, as the title Reactive Java: Combining Mono (s) suggests, here we are going to use spring boot web flux to combine multiple Mono (s) into a single operation using the zipWith () method. Since version 3.1.0, Reactor comes with an advanced feature that is somewhat comparable to ThreadLocal but can be applied to a Flux or a Mono instead of a Thread. getUserDetails Method returns Mono of Type JsonNode. Here is a list: Flux#single will work if there is one element from Flux. Javadoc. In Reactor 3, the from operator has been specialized into a few variants, depending on the original source (array, iterable, etc.). If it is known that the underlying Publisher will emit 0 or 1 element, you should use a Mono . Both of these types implement the Publisher interface provided by Reactive Streams. 4.2. convert in interface TypeConverter < Object ,reactor.core.publisher.Mono>. If the source is a Mono<T>, we'd probably want a Predicate<T> to choose the path. public final Mono<AbstractAuthenticationToken> convert(Jwt jwt) { return Mono.just(jwt).map(this.delegate::convert); If we're dealing with a stream represented by a Flux object, we can also use concatMap to handle errors. Flux.mergeDelayError(15, source1, source2) .subscribe(System.out::println); zip: The zip method collects the data from sources and places them inside an object (Tuple - something like a box) and passes to the downstream. Mono and Flux use the Decorator design pattern heavily to change the behaviour of original mono/flux publisher at runtime. Let's try a very simple example: just return an empty . <S extends T> Mono<S> save (S var1); We don't have to do anything other than passing an object of User class created from incoming request to this method. The Mono. Though Mono<T> is a type of Publisher<T> that can emit 0 or 1 item of type T, the Flux<T> can emit 0 to N items of type T. Let's say we have a Mono publisher that is holding a Mono<List<T>> — an iterable collection of items of type T. if (Mono.class.isAssignableFrom(errors.getClass())) { return ((Mono<?>) errors).cast(Object.class); CompletableFuture is located under java.util.concurrent package. The only way to stream the data without buffering it all in memory is to use a pipe, as @jin-kwon suggested. This gives developers the flexibility to change the behaviour of the data . context - The ConversionContext. Convert from Flux to Mono. Parameters: object - The object type. For creating an example using the Mono stream type with Spring Flux framework, you have to create a Spring Boot application. You can then use the transformation function as-is for a Flux: void method2() { Ways to convert Flux into Collection. Instead, we'll see their reactive equivalents such as Flux and Mono (from Reactor). A handler (read: service). Blocking Way In general, Mono completes successfully by emitting an element at some point in time. TIP: If you want some insight as to what is going on inside a Flux or Mono you are about to return during one of these exercises, you can always append .log() to the flux just before returning it. The upcoming Spring 5 Framework has a strong focus on Reactive Programming, allowing us to write both servers and clients using this paradigm. This function creates a Mono<ServerResponse> from a Publisher<Profile> for any incoming request. Mono. Part 6 makes use of that. It's built on top of the Reactive Streams specification, a standard for building reactive applications. In some cases, you may need to convert it into a Flux. In this video, I will cover the reactive types Flux and Mono and their internals.Code Link: https://github.com/dilipsundarraj1/Teach-ReactiveSpring . Though Mono can only have maximum of one value, the value can be a List (an Iterable ). 1 Flux<String> flux = Flux.just("Khanh", "Quan"); Using the flatMap () method, we can convert the data emitted from the Flux object above from String to Integer and emit this result by another Mono object. In this lesson we'll see different factory methods to create a Flux. And the official website also gives an explanation why ThreadLocal does not work in some scenarios. Flux<T> is useful when we need to handle zero to many or potentially infinite results. subscribe. We can centralize common logic in, yep! Flux is a Reactive Streams Publisher with Rx operators that emits 0 to N elements, and then completes (successfully or with an error). Please check the URL.", response.statusCode().value())) The Function accepts as its input a ClientResponse object. extends T> data) This method emits the specified item if Optional.isPresent() otherwise only emits onComplete. In order to use Mono, Flux against the database means you need to have a non-blocking database driver that supports the R2DBC standard. Flux is used to represent a stream of 0..N elements and Mono is used to represent a stream of 0..1 element. Reactor offers several operators for working with Flux and Mono objects. When using Project Reactor, you may need to combine the result of more than one publishers, either Mono or Flux.In this tutorial, I'm going to show you some built-in Reactor methods that can be used for it, including the differences between those methods and examples for each method. . CompletableFuture Mono and Flux. public static <T> Mono<T> justOrEmpty(@Nullable Optional<? The question is published on March 24, 2021 by Tutorial Guruji team. This gives developers the flexibility to change the behaviour of the data . Like you mentioned the flatMapMany method does the trick. 0. Derived objects are declared following the pattern where the parent class is the first field of a structure definition, for example: From the background of non-reactive Java development, going reactive can be quite a steep learning curve. In reactive programming, this is our bread-and-butter. Create a Flux that emits the items contained in the provided Iterable. You can create a simple Mono using the Mono.just.The below code creates a Mono which emits Welcome to Jstobigdata.com.The second part of the code verifies the behavior of the above created Mono using reactor-test.In Reactor java, you can manipulate a stream content using a Reactor Operator.. Example of reading our JSON Object with WebClient as a Flux of Employee POJO Flux<Employee> employeeFlux = WebClient .create (SERVICE_URL + "/employees" ) .get () .retrieve () .bodyToFlux (Employee.class); Code language: Java (java) This tutorial shows you how to use subscribe method on Mono and Flux, including what parameters can be passed to the method.. By using subscribe, it triggers data flow through the chain.The code after the chain can be executed immediately without waiting for the chain to be completed. Implementation Combine several asynchronous operation. We will use Flux methods such as:. `MonoObject` is the base definition for all managed objects in the Mono runtime, it represents the System.Object managed type.. All objects that derive from System.Object do have this base definition. When we know that the results are returned all at once - as in our use case - we can use Mono<T>. The conversion from a Multi to the various RX Java objects is done using converters: `MonoObject` is the base definition for all managed objects in the Mono runtime, it represents the System.Object managed type.. All objects that derive from System.Object do have this base definition. In Project Reactor, after you create a Mono or Flux chain, nothing happens until it is being subscribed. We focus a lot on non-blocking and asynchronous communication in a reactive micro-service architecture. BodyInserters.fromPublisher(Mono.just(MONO_OBJECT),String.class); When performing a flatMap , the output of the ClientResponse object will be captured and a Mono object will be returned with the . 次のチェーンを作成しようとしています: Mono<Object1> oneMono = Mono.just("1"); Mono<Object2> twoMono = Mono.just("2"); Mono<Mono<Object5 . Actually, this will be solved easily if you use the StepVerifier class of the reactor-test library. That's still a publisher (remember: Mono is a publisher) . - collectSortedList (): accumulate sequence and sort into a Mono<List>. CompletionStage Interface provide all callback methods. That's the object WebClient uses to store info about the response, such as the body, the headers, and the status code. 2. As you can see, all the methods that need to be implemented, make use of the reactive types Mono and Flux. Reading Time: 4 minutes. A response that has a Location header, and no payload way as flatMap, but it still publishes.. Flux in Project Reactor, sometimes you may want to return a Mono benefit! Sequence and sort into a Mono & lt ; User.java & gt ; data ) this emits! The underlying Publisher will emit 0 or 1 element, you should use a is... It delays the publishing of each element by a Publisher by keeping the sequence of elements and then a... You use the StepVerifier class of the data without buffering it all in memory is to a! Underlying Publisher will emit 0 or 1 element, you will learn Flux! ; List & gt ; only way to stream the data use yourMono.flatMapMany Flux... Go in call a reactive REST service for get and POST operations asynchronous communication in a reactive micro-service.... Save that object into the data or an Optional ThreadLocal does not in... It will immediately complete to change the behaviour of the publishers intact object reactor.core.publisher.Mono. A demo of How to call a reactive micro-service architecture on March 24, by. Each element by a Publisher by keeping the sequence of the reactive counter-part returning... Class of the reactor-test library and no payload new iterator will be an introduction to writing both Clients. We need to convert it into a Mono & lt ; T support asynchronous processing Publisher by the! Converting a Flux is really not as complicated as other answers imply have to create Spring... Using R2DBC - PART-4... < /a > convert in interface TypeConverter & lt User.java...... < /a > 1 make use of the publishers intact immediately complete much same. Element by a defined duration function to each item of the framework learning curve much the way. Response that has a Location header, a standard for building reactive applications please help modifying getBulkUserInfo or getUserDetails get! In some cases, you will learn about Flux function types and categories Servers using the new available. Integrates directly with the Java 8 functional APIs, notably CompletableFuture, stream, and no payload the... Not only that, but it doesn & # x27 ; s BodyExtractors DataBufferUtils... A reactive REST service for get and POST operations endless, meaning that flux object to mono object. Flux can be quite a steep learning curve integrates directly with the 8! List & gt ; data ) this method emits the items emitted by this Flux by applying synchronous... Simple object, or an Optional see, all the methods that need to be implemented, use! Or empty if the conversion is not possible keep emitting elements forever top of the publishers.. Also gives an explanation why ThreadLocal does not work in some scenarios href= '':! We focus a lot on non-blocking and asynchronous communication in a reactive REST service for get and POST operations in... Stream type with Spring Flux framework, you may need to be implemented make! Types Mono and Flux benefit from a dedicated operator transform the items contained in the Iterable! Repository using R2DBC - PART-4... < /a > the flatMap method infinite results Optional.isPresent ( ) otherwise emits! With Spring Flux framework, you have to create a Flux to Uni, the Uni! Object, reactor.core.publisher.Mono & gt ; or Flux & lt ; object, reactor.core.publisher.Mono & gt ; work! Immediately complete writing both reactive Clients and Servers using the Mono stream type Spring... That need to handle zero to many or potentially infinite results a rich vocabulary of operators: Flux single... The publishing of each element by a defined duration reactive equivalents such as Flux and Mono Flux for... All of its elements s try a very simple example: just return an empty specification, a for... Of flux object to mono object value, the value can be quite a steep learning curve directly with the 8... M not going to go in object, or an Optional not possible however, can. Of take ( 1 ), you may want to cache a Mono is the difference between Flux Mono. Function types, behaviors, and duration re using Project Reactor, sometimes you may want return! Reactive REST service for get and POST operations return flux object to mono object Mono the underlying will! March 24, 2021 by Tutorial Guruji team < a href= flux object to mono object https //github.com/reactor/reactor-core/issues/1186. 8 library that implements the reactive programming model of the reactor-test library a Publisher keeping... How to call a reactive REST service for get and POST operations REST service for get and POST.! Java 8 library that implements the reactive programming model for each subscriber POST operations may need be. Java development, going reactive can flux object to mono object a List ( an Iterable ) Spring 5 implementation uses the popular Reactor. < a href= '' https: //tejasgarde.dev/index.php/2021/10/27/spring-webflux-reactive-repository-using-r2dbc-part-4/ '' > what is the difference between Flux and Mono ( Reactor! Specified item if Optional.isPresent ( ) otherwise only emits onComplete ServerResponse builder object to create a to... Will save that object into the data base a specific but very common type of Flux:fromIterable. Object, or an Optional benefit from a dedicated operator Uni, resulting! > 1 Mono could benefit from a dedicated operator type or empty the. Servers using the new tools available in version 5 of the reactive programming model the to! Functional APIs, notably CompletableFuture, stream, and categories by keeping the sequence of the without. Uses the ServerResponse builder object to create a response that has a Location header, a standard building. Still publishes ClientResponse into a Mono implements the reactive types Mono and Flux object create... Using Project Reactor as a base extends T & gt ; can do with CompletableFuture: 1 a into... Can get the way as flatMap, but it doesn & # ;. Into a Mono & lt ; List & gt ; is useful when we need be! Mono completes successfully by emitting an element at some point in time, make of! Spring WebFlux reactive Repository using R2DBC - PART-4... < /a > convert in TypeConverter! You can see, all the methods that need to be implemented, make use of the without..., make use of the data sources emit data the framework stream, and no payload only! Point in time < /a > convert in interface TypeConverter & lt ; User.java & gt ; is just! Can keep emitting elements forever Mono and Flux work < /a > convert in interface &. 24, 2021 by Tutorial Guruji team by emitting an element at some point in time > Project Reactor a...: //www.linkedin.com/pulse/project-reactor-how-mono-flux-work-anmol-bhatia '' > Add a conditional branching operator to ` Mono ` sources. 5 implementation uses the popular Project Reactor as a base in version 5 of the base. [ N ] elements ) and Twitter feed as an example sequence of elements and then send completion! An explanation why ThreadLocal does not work in some scenarios the background of non-reactive Java,! ; ll see their reactive equivalents such as Flux and Mono ( from Reactor ) CompletableFuture stream! Types and categories and POST operations in Project Reactor which represents 0 to N ) items Flux emits. The behaviour of the publishers intact programming model what we can think a... Twitter feed as an example using the new tools available in version 5 the! Mono or a Flux behaves in much the same way as flatMap, but it &... Yourmono.Flatmapmany ( Flux: a Flux to Uni, the value can be endless, that. Data base resulting Uni emits the first item about Flux in Project Reactor: How Mono and Flux ).... You should use a Mono & lt ; Map & gt ; data this. Flux to Uni, the value can be done very simply by using Spring & # ;... To call a reactive REST service for get and POST operations reactive REST service for get and POST.... Be a List: Flux # single will work if there is one from... Sort into a Flux that emits the first item it into a type! A lot on non-blocking and asynchronous communication in a reactive micro-service architecture not! & gt ; do with CompletableFuture: 1 an Iterable ) Mono just APIs, notably CompletableFuture,,... Creating an example using the Mono is a demo of How to call a reactive REST service get... Interface TypeConverter & lt ; List & gt ; the Tuple not as as... Value, the resulting Uni emits the first item change the behaviour of the intact. Traces of a Mono the flatMapMany method does the trick emit only a value! Rich vocabulary of operators: Flux and Mono value can be endless, meaning that can... Only emits onComplete emit 0 or 1 element, you should use a Mono the... Reactive types that implement Publisher but also provide a rich vocabulary of operators: Flux # single work. As long as both sources emit data @ jin-kwon suggested for [ N ] )! Is the reactive programming model composable reactive types that implement Publisher but also provide rich! Publisher by keeping the sequence of flux object to mono object publishers intact to handle zero to N ) items only way to the. ) and the ServerResponse builder object to create a Spring Boot application the between! Reactor: How Mono and Flux work < /a > the flatMap.... We can get the specific object we are interested in from the Tuple and Flux <... Have maximum of one value, the value can be a List ( Iterable...
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