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COMBINE
A TOUR OF
VY-SHANE XIE
I build software things at WiseTime
https://vyshane.com
I'm @vyshane on
The Combine framework
provides a declarative Swift API
for processing values over time.

The Combine framework
provides a declarative Swift API
for processing values over time.

STREAMS
Publisher SubscriberOperator Subscriber
Functional Reactive Programming
FRP is a programming paradigm for asynchronous
stream processing using the building blocks of
functional programming (e.g. map, reduce, filter).
FRP
RxSwift
ReactiveSwift
Is not new in the Swift ecosystem
Combine
HOW IS COMBINE DIFFERENT?
COMBINE IS
A foundational  framework
Deeply integrated with SwiftUI
Closed source
Not available on Linux
https://forums.swift.org/t/will-swiftnio-adapt-to-the-new-combine-framework/25166/11
ONE MORE THING
REACTIVE STREAMS SPEC?
Enables JVM streaming libraries to interoperate
Provides a design for implementing back pressure
BACK
PRESSURE?
userIDs getProfile save
Slow IO
PRODUCER CONSUMERPROCESSOR CONSUMERuserIDs getProfile save
Slow IO
😰
Incoming rate higher than we can process
PRODUCER CONSUMERuserIDs save
Slow IO
getProfile
💥We're out of memory
PRODUCER CONSUMERuserIDs save
Slow IO
getProfile
On overflow
drop elements
Not Great!
😒
PRODUCER CONSUMERPROCESSOR CONSUMERgetProfile save
Slow IO
🚦 😎
Signal demand upstream
THIS IS BACK PRESSURE
userIDs
COMBINE IS
A low level  framework
Deeply integrated with SwiftUI
Closed source
Not available on Linux
The first Swift FRP library that has back pressure built in
KEY CONCEPTS
COMBINE
SUBSCRIBEROperator
3 MAIN CONCEPTS
Publisher Subscriber
PUBLISHER
Knows how to deliver a stream of values over time
Publisher
PUBLISHER
The stream may complete successfully
Publisher
PUBLISHER
Or fail with an error
Publisher
PUBLISHER
An infinite stream that never ends is legal
Publisher
PUBLISHER
A stream that completes without emitting anything is OK
Publisher
THE PUBLISHER PROTOCOL
A publisher declares an Output type as well as a Failure type
SOME BUILT-IN WAYS TO PUBLISH VALUES
SUBSCRIBER
‣ Requests values from a publisher
‣ Acts on values as it receives them
‣ Declares an Input type and a Failure type
SUBSCRIBING TO A PUBLISHER
A subscriber can subscribe to a publisher if:
‣ Its input type matches the output type of the publisher
‣ Its failure type matches that of the publisher
Publisher Subscriber
O
F
I
F
SUBSCRIBING TO A PUBLISHER
A subscriber can subscribe to a publisher if:
‣ Its input type matches the output type of the publisher
‣ Its failure type matches that of the publisher
TWO BUILT-IN SUBSCRIBERS
Assign Subscriber
Assigns elements it receives to an object property at a keypath
The assign(to:on:) operator creates an Assign subscriber
and subscribes it to the upstream publisher
Sink Subscriber
Accepts closures that receive values and completion events
Useful when writing tests
OPERATORS
Operate on streams and allow you to:
‣ Transform values
‣ Filter values
‣ Combine publishers together
‣ Manipulate timing
‣ Perform sequence and aggregation operations
Operators are instance methods on the Publisher protocol
Many operators subscribe to the upstream publisher
and return a publisher of their own
This allows you to compose them into pipelines
EXAMPLE: CALLING A WEB SERVICE
EXAMPLE: CALLING A WEB SERVICE
EXAMPLE: CALLING A WEB SERVICE
assign(to:on:) is a subscription operator,
returns an AnyCancellable on which you can call .cancel()
RETURN TYPES OF CHAINED OPERATIONS
TYPE-ERASING OPERATOR
Whew!
DEBUG OPERATORS
Combine ships with some handy operators that you can
insert into your pipelines to debug them:
‣ print(_:to:)
‣ breakpoint(receiveSubscription:receiveOutput:
receiveCompletion:)
‣ breakpointOnError()
‣ handleEvents(receiveSubscription:receiveOutput:
receiveCompletion:receiveCancel:receiveRequest:)
... all yuor operators
SUBSCRIPTION LIFECYCLE
COMBINE
PUBLISHER SUBSCRIPTION SUBSCRIBER
Subscribes
Creates Sends
Requests values
Emits value
Returns demand
Updates
demand
Emits value
Demand
fulfilled,
pauses
Returns demand
Requests values
Emits value
Updates
demand
Returns demand
No more
values Emits completion
Receives
demand
Stream ends
Publishers are lazy
(cold)
PUBLISHER SUBSCRIPTION SUBSCRIBER
Subscribes
Creates Sends
Requests values
Emits value
Returns demand
Receives
demand
Stream cancelled
Deallocated
EXAMPLE - DEALLOCATED SUBSCRIPTION
Times out, test fails
EXAMPLE - DEALLOCATED SUBSCRIPTION
CANCELLABLE
‣ Can be cancelled
‣ Can be stored/retained
SUPPORTED PLATFORMS
Same as SwiftUI
SUPPORTED PLATFORMS
Swift 5.1+
iOS 13.0+
macOS 10.15+
tvOS 13.0+
watchOS 6.0+
Mac Catalyst 13.0+
RESOURCES
‣ Using Combine web book (free):
https://heckj.github.io/swiftui-notes/
‣ Combine: Asynchronous Programming with Swift (ebook):
https://store.raywenderlich.com/products/combine-
asynchronous-programming-with-swift
‣ WWDC: Introducing Combine (video)
https://developer.apple.com/videos/play/wwdc2019/722/
‣ WWDC: Combine in Practice (video)
https://developer.apple.com/videos/play/wwdc2019/721/
ANY QUESTIONS?
THANKS FOR LISTENING

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