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Rossen Stoyanchev
Servlet vs Reactive
5 use cases
stacks
in
reactive
asynchronous
Blocking
component
Blocking
component
Thread pool
Async component
?
concurrency strategy?
[elastic] thread pool
Async component
Thread pool
Async component
(non-blocking)
event loop
Async throughout (not an afterthought)
Code needs to evolve to adapt to non-blocking execution
Efficient use of resources, scale, resilience
Reactive brings flow control
How Java can help
Future: forget about it
CompletableFuture: good but single value only
Stream: for collection but no latency
Flow (Java 9): a.k.a. Reactive Streams
Reactive libraries
Reactor, RxJava
Reactive Streams interop with back pressure across
Functional composition of async logic
Intro talks: QCon, Devoxx, SpringOne
Spring Framework 5.0
Ready for JDK 9
Functional with Java 8 and Kotlin
Java EE 8 integration (Servlet 4.0, JPA 2.2, Validation 2.0, JSON Binding)
Reactive programming model
Servlet Stack
● Servlet container
● Servlet API
● Spring MVC
Reactive Stack
● Netty, Servlet 3.1+, Undertow
● Reactive Streams, Reactor
● Spring WebFlux
Reactive Spring
Reactive starters in Spring Boot 2.0
Spring WebFlux endpoints + reactive HTTP client
Reactive Spring Data Kay repositories
Spring Security
and more…
models
Execution
Stack
FilterFilter Controller
Spring
MVC
Servlet
container thread
Servlet API “thread-per-request” model
FilterFilter Controller
Spring
MVC
FilterFilter Controller
Spring
MVC
… do work on any thread, or wait for event …
AsyncContext.dispatch()
Servlet
container thread
Servlet
container thread
SERVLET 3.0 ASYNC …
Servlet stack
Thread pool powered, synchronous Servlet API
Async request handling is an option
Blocking network I/O
Spring
WebFlux
Reactive stack
Web
Filter
NO
BLOCKING
ANY
TIME
Controller
Reactive
Server
Adapter
Web
Filter
HTTP Server
Event Loop
Even loop
worker
FMonoEFluxDMonoCMonoB
Controller
Spring
WebFlux
WebFilter
1. Composition of async logic
MonoA
A B C
EF D
2. Actual processing
Event loop driven
Code must be non-blocking
Non-blocking I/O with back pressure
Reactive stack
repository
Use Case #1
dataReactive
Demo
HTTP GET with reactive data repository
Designed to work on both Spring MVC and Spring WebFlux
Simply return reactive type (Flux, Observable) from @Controller
Flux<T>:
finite collection or infinite stream?
Use media type to decide
“application/json”
finite collection (JSON array)
No back pressure:
Flux#collectToList
(request all + buffer)
“text/event-stream”,
“application/stream+json”
infinite stream
Back pressure:
request(n),
write, flush,
repeat
Use Case #2
back pressure
with
Response stream
HTTP GET with streaming response
Simply return reactive type (Flux, Observable) from @Controller
Back pressure on Spring MVC and WebFlux
Servlet
Container
Servlet
API
Spring
MVC
Flux
Back pressure against blocking OutputStream
Controller Flux
Data
Repository
onNext(T)onNext(T)
Blocking write on
MvcAsync thread pool
request(n)request(1)
SERVLET STACK …
Servlet 3.1 non-blocking I/O ?
Unlike Servlet 3.0 async, Servlet 3.1 non-blocking is hard to retrofit
Requires deeper change
Mutually exclusive with rest of the Servlet API
HTTP
Server
Server
Adapter
Flux
Spring
WebFlux
Flux
Response streaming on reactive stack
Controller Flux
Data
Repo
onNext(T)onNext(T)onNext(T)
Non-blocking write
back pressure
to socket
request(n)request(n)request(n)
Demo
Use Case #3
remote service
orchestration
Reactive
Demo
Orchestrate non-blocking, nested remote service calls with ease
Similar to reactive data access
Spring MVC and Spring WebFlux
Reactive WebClient
Use Case #4
request inputReactive
Back pressure to socket
No reading until reactive demand signalled from upstream
Non-blocking
Reactive stack only territory !
HTTP POST with data
@RequestBody argument with reactive type (Mono, Single)
Reactive type is not required
Use Case #5
Data Ingestion
back pressure
with
Media type indicates infinite stream is expected
Non-blocking streaming + back pressure
HTTP POST with stream of data
HTTP
Server
Server
Adapter
Flux
Spring
WebFlux
Flux
Data ingestion on reactive stack
Controller
onNext(T)onNext(T)
Non-blocking read
back pressure
from socket
request(n)request(n)
Servlet stack summary
Reactive data repository
Streaming to the response with back pressure
Reactive orchestration of remote services
Reactive request input
Data ingestion with back pressure
Reactive stack summary
Reactive data repository
Streaming to the response with back pressure
Reactive orchestration of remote services
Reactive request input
Data ingestion with back pressure
Q & A
@rstoya05

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