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akka-bench-jmh/src/main/scala/akka/stream/JsonFramingBenchmark.scala
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/* | ||
* Copyright (C) 2009-2015 Typesafe Inc. <http://www.typesafe.com> | ||
*/ | ||
package akka.stream | ||
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import java.util.concurrent.TimeUnit | ||
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import akka.stream.impl.JsonObjectParser | ||
import akka.util.ByteString | ||
import org.openjdk.jmh.annotations._ | ||
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@State(Scope.Benchmark) | ||
@OutputTimeUnit(TimeUnit.SECONDS) | ||
@BenchmarkMode(Array(Mode.Throughput)) | ||
class JsonFramingBenchmark { | ||
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/* | ||
Benchmark Mode Cnt Score Error Units | ||
// old | ||
JsonFramingBenchmark.collecting_1 thrpt 20 81.476 ± 14.793 ops/s | ||
JsonFramingBenchmark.collecting_offer_5 thrpt 20 20.187 ± 2.291 ops/s | ||
// new | ||
JsonFramingBenchmark.counting_1 thrpt 20 10766.738 ± 1278.300 ops/s | ||
JsonFramingBenchmark.counting_offer_5 thrpt 20 28798.255 ± 2670.163 ops/s | ||
*/ | ||
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val json = | ||
ByteString( | ||
"""|{"fname":"Frank","name":"Smith","age":42,"id":1337,"boardMember":false}, | ||
|{"fname":"Bob","name":"Smith","age":42,"id":1337,"boardMember":false}, | ||
|{"fname":"Bob","name":"Smith","age":42,"id":1337,"boardMember":false}, | ||
|{"fname":"Bob","name":"Smith","age":42,"id":1337,"boardMember":false}, | ||
|{"fname":"Bob","name":"Smith","age":42,"id":1337,"boardMember":false}, | ||
|{"fname":"Bob","name":"Smith","age":42,"id":1337,"boardMember":false}, | ||
|{"fname":"Hank","name":"Smith","age":42,"id":1337,"boardMember":false}""".stripMargin | ||
) | ||
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val bracket = new JsonObjectParser | ||
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@Setup(Level.Invocation) | ||
def init(): Unit = { | ||
bracket.offer(json) | ||
} | ||
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@Benchmark | ||
def counting_1: ByteString = | ||
bracket.poll().get | ||
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@Benchmark | ||
@OperationsPerInvocation(5) | ||
def counting_offer_5: ByteString = { | ||
bracket.offer(json) | ||
bracket.poll().get | ||
bracket.poll().get | ||
bracket.poll().get | ||
bracket.poll().get | ||
bracket.poll().get | ||
bracket.poll().get | ||
} | ||
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} |
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akka-docs/rst/java/code/docs/http/javadsl/server/JsonStreamingExamplesTest.java
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/* | ||
* Copyright (C) 2016 Lightbend Inc. <http://www.lightbend.com> | ||
*/ | ||
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package docs.http.javadsl.server; | ||
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import akka.NotUsed; | ||
import akka.http.javadsl.common.CsvEntityStreamingSupport; | ||
import akka.http.javadsl.common.JsonEntityStreamingSupport; | ||
import akka.http.javadsl.marshallers.jackson.Jackson; | ||
import akka.http.javadsl.marshalling.Marshaller; | ||
import akka.http.javadsl.model.*; | ||
import akka.http.javadsl.model.headers.Accept; | ||
import akka.http.javadsl.server.*; | ||
import akka.http.javadsl.testkit.JUnitRouteTest; | ||
import akka.http.javadsl.testkit.TestRoute; | ||
import akka.http.javadsl.unmarshalling.StringUnmarshallers; | ||
import akka.http.javadsl.common.EntityStreamingSupport; | ||
import akka.http.javadsl.unmarshalling.Unmarshaller; | ||
import akka.stream.javadsl.Flow; | ||
import akka.stream.javadsl.Source; | ||
import akka.util.ByteString; | ||
import org.junit.Test; | ||
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import java.util.concurrent.CompletionStage; | ||
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public class JsonStreamingExamplesTest extends JUnitRouteTest { | ||
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//#routes | ||
final Route tweets() { | ||
//#formats | ||
final Unmarshaller<ByteString, JavaTweet> JavaTweets = Jackson.byteStringUnmarshaller(JavaTweet.class); | ||
//#formats | ||
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//#response-streaming | ||
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// Step 1: Enable JSON streaming | ||
// we're not using this in the example, but it's the simplest way to start: | ||
// The default rendering is a JSON array: `[el, el, el , ...]` | ||
final JsonEntityStreamingSupport jsonStreaming = EntityStreamingSupport.json(); | ||
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// Step 1.1: Enable and customise how we'll render the JSON, as a compact array: | ||
final ByteString start = ByteString.fromString("["); | ||
final ByteString between = ByteString.fromString(","); | ||
final ByteString end = ByteString.fromString("]"); | ||
final Flow<ByteString, ByteString, NotUsed> compactArrayRendering = | ||
Flow.of(ByteString.class).intersperse(start, between, end); | ||
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final JsonEntityStreamingSupport compactJsonSupport = EntityStreamingSupport.json() | ||
.withFramingRendererFlow(compactArrayRendering); | ||
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// Step 2: implement the route | ||
final Route responseStreaming = path("tweets", () -> | ||
get(() -> | ||
parameter(StringUnmarshallers.INTEGER, "n", n -> { | ||
final Source<JavaTweet, NotUsed> tws = | ||
Source.repeat(new JavaTweet(12, "Hello World!")).take(n); | ||
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// Step 3: call complete* with your source, marshaller, and stream rendering mode | ||
return completeOKWithSource(tws, Jackson.marshaller(), compactJsonSupport); | ||
}) | ||
) | ||
); | ||
//#response-streaming | ||
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//#incoming-request-streaming | ||
final Route incomingStreaming = path("tweets", () -> | ||
post(() -> | ||
extractMaterializer(mat -> { | ||
final JsonEntityStreamingSupport jsonSupport = EntityStreamingSupport.json(); | ||
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return entityAsSourceOf(JavaTweets, jsonSupport, sourceOfTweets -> { | ||
final CompletionStage<Integer> tweetsCount = sourceOfTweets.runFold(0, (acc, tweet) -> acc + 1, mat); | ||
return onComplete(tweetsCount, c -> complete("Total number of tweets: " + c)); | ||
}); | ||
} | ||
) | ||
) | ||
); | ||
//#incoming-request-streaming | ||
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return responseStreaming.orElse(incomingStreaming); | ||
} | ||
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final Route csvTweets() { | ||
//#csv-example | ||
final Marshaller<JavaTweet, ByteString> renderAsCsv = | ||
Marshaller.withFixedContentType(ContentTypes.TEXT_CSV_UTF8, t -> | ||
ByteString.fromString(t.getId() + "," + t.getMessage()) | ||
); | ||
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final CsvEntityStreamingSupport compactJsonSupport = EntityStreamingSupport.csv(); | ||
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final Route responseStreaming = path("tweets", () -> | ||
get(() -> | ||
parameter(StringUnmarshallers.INTEGER, "n", n -> { | ||
final Source<JavaTweet, NotUsed> tws = | ||
Source.repeat(new JavaTweet(12, "Hello World!")).take(n); | ||
return completeWithSource(tws, renderAsCsv, compactJsonSupport); | ||
}) | ||
) | ||
); | ||
//#csv-example | ||
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return responseStreaming; | ||
} | ||
//#routes | ||
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@Test | ||
public void getTweetsTest() { | ||
//#response-streaming | ||
// tests: | ||
final TestRoute routes = testRoute(tweets()); | ||
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// test happy path | ||
final Accept acceptApplication = Accept.create(MediaRanges.create(MediaTypes.APPLICATION_JSON)); | ||
routes.run(HttpRequest.GET("/tweets?n=2").addHeader(acceptApplication)) | ||
.assertStatusCode(200) | ||
.assertEntity("[{\"id\":12,\"message\":\"Hello World!\"},{\"id\":12,\"message\":\"Hello World!\"}]"); | ||
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// test responses to potential errors | ||
final Accept acceptText = Accept.create(MediaRanges.ALL_TEXT); | ||
routes.run(HttpRequest.GET("/tweets?n=3").addHeader(acceptText)) | ||
.assertStatusCode(StatusCodes.NOT_ACCEPTABLE) // 406 | ||
.assertEntity("Resource representation is only available with these types:\napplication/json"); | ||
//#response-streaming | ||
} | ||
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@Test | ||
public void csvExampleTweetsTest() { | ||
//#response-streaming | ||
// tests -------------------------------------------- | ||
final TestRoute routes = testRoute(csvTweets()); | ||
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// test happy path | ||
final Accept acceptCsv = Accept.create(MediaRanges.create(MediaTypes.TEXT_CSV)); | ||
routes.run(HttpRequest.GET("/tweets?n=2").addHeader(acceptCsv)) | ||
.assertStatusCode(200) | ||
.assertEntity("12,Hello World!\n" + | ||
"12,Hello World!"); | ||
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// test responses to potential errors | ||
final Accept acceptText = Accept.create(MediaRanges.ALL_APPLICATION); | ||
routes.run(HttpRequest.GET("/tweets?n=3").addHeader(acceptText)) | ||
.assertStatusCode(StatusCodes.NOT_ACCEPTABLE) // 406 | ||
.assertEntity("Resource representation is only available with these types:\ntext/csv; charset=UTF-8"); | ||
//#response-streaming | ||
} | ||
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//#models | ||
private static final class JavaTweet { | ||
private int id; | ||
private String message; | ||
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public JavaTweet(int id, String message) { | ||
this.id = id; | ||
this.message = message; | ||
} | ||
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public int getId() { | ||
return id; | ||
} | ||
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public void setId(int id) { | ||
this.id = id; | ||
} | ||
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public void setMessage(String message) { | ||
this.message = message; | ||
} | ||
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public String getMessage() { | ||
return message; | ||
} | ||
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} | ||
//#models | ||
} |
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91
akka-docs/rst/java/http/routing-dsl/source-streaming-support.rst
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.. _json-streaming-java: | ||
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Source Streaming | ||
================ | ||
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Akka HTTP supports completing a request with an Akka ``Source<T, _>``, which makes it possible to easily build | ||
and consume streaming end-to-end APIs which apply back-pressure throughout the entire stack. | ||
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It is possible to complete requests with raw ``Source<ByteString, _>``, however often it is more convenient to | ||
stream on an element-by-element basis, and allow Akka HTTP to handle the rendering internally - for example as a JSON array, | ||
or CSV stream (where each element is separated by a new-line). | ||
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In the following sections we investigate how to make use of the JSON Streaming infrastructure, | ||
however the general hints apply to any kind of element-by-element streaming you could imagine. | ||
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JSON Streaming | ||
============== | ||
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`JSON Streaming`_ is a term refering to streaming a (possibly infinite) stream of element as independent JSON | ||
objects as a continuous HTTP request or response. The elements are most often separated using newlines, | ||
however do not have to be. Concatenating elements side-by-side or emitting "very long" JSON array is also another | ||
use case. | ||
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In the below examples, we'll be refering to the ``Tweet`` and ``Measurement`` case classes as our model, which are defined as: | ||
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.. includecode:: ../../code/docs/http/javadsl/server/JsonStreamingExamplesTest.java#models | ||
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.. _Json Streaming: https://en.wikipedia.org/wiki/JSON_Streaming | ||
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Responding with JSON Streams | ||
---------------------------- | ||
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In this example we implement an API representing an infinite stream of tweets, very much like Twitter's `Streaming API`_. | ||
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Firstly, we'll need to get some additional marshalling infrastructure set up, that is able to marshal to and from an | ||
Akka Streams ``Source<T,_>``. Here we'll use the ``Jackson`` helper class from ``akka-http-jackson`` (a separate library | ||
that you should add as a dependency if you want to use Jackson with Akka HTTP). | ||
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First we enable JSON Streaming by making an implicit ``EntityStreamingSupport`` instance available (Step 1). | ||
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The default mode of rendering a ``Source`` is to represent it as an JSON Array. If you want to change this representation | ||
for example to use Twitter style new-line separated JSON objects, you can do so by configuring the support trait accordingly. | ||
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In Step 1.1. we demonstrate to configure configude the rendering to be new-line separated, and also how parallel marshalling | ||
can be applied. We configure the Support object to render the JSON as series of new-line separated JSON objects, | ||
simply by providing the ``start``, ``sep`` and ``end`` ByteStrings, which will be emitted at the apropriate | ||
places in the rendered stream. Although this format is *not* valid JSON, it is pretty popular since parsing it is relatively | ||
simple - clients need only to find the new-lines and apply JSON unmarshalling for an entire line of JSON. | ||
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The final step is simply completing a request using a Source of tweets, as simple as that: | ||
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.. includecode:: ../../code/docs/http/javadsl/server/JsonStreamingExamplesTest.java#response-streaming | ||
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.. _Streaming API: https://dev.twitter.com/streaming/overview | ||
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Consuming JSON Streaming uploads | ||
-------------------------------- | ||
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Sometimes the client may be sending a streaming request, for example an embedded device initiated a connection with | ||
the server and is feeding it with one line of measurement data. | ||
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In this example, we want to consume this data in a streaming fashion from the request entity, and also apply | ||
back-pressure to the underlying TCP connection, if the server can not cope with the rate of incoming data (back-pressure | ||
will be applied automatically thanks to using Akka HTTP/Streams). | ||
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.. includecode:: ../../code/docs/http/javadsl/server/JsonStreamingExamplesTest.java#formats | ||
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.. includecode:: ../../code/docs/http/javadsl/server/JsonStreamingExamplesTest.java#incoming-request-streaming | ||
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Simple CSV streaming example | ||
---------------------------- | ||
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Akka HTTP provides another ``EntityStreamingSupport`` out of the box, namely ``csv`` (comma-separated values). | ||
For completeness, we demonstrate its usage in the below snippet. As you'll notice, switching betweeen streaming | ||
modes is fairly simple, one only has to make sure that an implicit ``Marshaller`` of the requested type is available, | ||
and that the streaming support operates on the same ``Content-Type`` as the rendered values. Otherwise you'll see | ||
an error during runtime that the marshaller did not expose the expected content type and thus we can not render | ||
the streaming response). | ||
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.. includecode:: ../../code/docs/http/javadsl/server/JsonStreamingExamplesTest.java#csv-example | ||
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Implementing custom EntityStreamingSupport traits | ||
------------------------------------------------- | ||
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The ``EntityStreamingSupport`` infrastructure is open for extension and not bound to any single format, content type | ||
or marshalling library. The provided JSON support does not rely on Spray JSON directly, but uses ``Marshaller<T, ByteString>`` | ||
instances, which can be provided using any JSON marshalling library (such as Circe, Jawn or Play JSON). | ||
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When implementing a custom support trait, one should simply extend the ``EntityStreamingSupport`` abstract class, | ||
and implement all of it's methods. It's best to use the existing implementations as a guideline. |
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