Awesome
react-native-onyx
Awesome persistent storage solution wrapped in a Pub/Sub library.
Features
- Onyx stores and retrieves data from persistent storage
- Data is stored as key/value pairs, where the value can be anything from a single piece of data to a complex object
- Collections of data are usually not stored as a single key (e.g. an array with multiple objects), but as individual keys+ID (e.g.
report_1234
,report_4567
, etc.). Store collections as individual keys when a component will bind directly to one of those keys. For example: reports are stored as individual keys becauseSidebarLink.js
binds to the individual report keys for each link. However, report actions are stored as an array of objects because nothing binds directly to a single report action. - Onyx allows other code to subscribe to changes in data, and then publishes change events whenever data is changed
- Anything needing to read Onyx data needs to:
- Know what key the data is stored in (for web, you can find this by looking in the JS console > Application > local storage)
- Subscribe to changes of the data for a particular key or set of keys. React function components use the
useOnyx()
hook (recommended), both class and function components can usewithOnyx()
HOC (deprecated, not-recommended) and non-React libs useOnyx.connect()
. - Get initialized with the current value of that key from persistent storage (Onyx does this by calling
setState()
or triggering thecallback
with the values currently on disk as part of the connection process)
- Subscribing to Onyx keys is done using a constant defined in
ONYXKEYS
. Each Onyx key represents either a collection of items or a specific entry in storage. For example, since all reports are stored as individual keys likereport_1234
, if code needs to know about all the reports (e.g. display a list of them in the nav menu), then it would subscribe to the keyONYXKEYS.COLLECTION.REPORT
.
Getting Started
Installation
Onyx is published to npm
npm install react-native-onyx --save
Initialization
To initialize Onyx we call Onyx.init()
with a configuration object.
import Onyx from 'react-native-onyx';
const ONYXKEYS = {
SESSION: 'session',
};
const config = {
keys: ONYXKEYS,
};
Onyx.init(config);
Usage in non react-native projects
Onyx can be used in non react-native projects, by leveraging the browser
field in package.json
Bundlers like Webpack respect that field and import code from the specified path
We import Onyx the same way shown above - import Onyx from 'react-native-onyx'
Setting data
To store some data we can use the Onyx.set()
method.
API.Authenticate(params)
.then((response) => {
Onyx.set(ONYXKEYS.SESSION, {token: response.token});
});
The data will then be cached and stored via AsyncStorage
.
Merging data
We can also use Onyx.merge()
to merge new Object
or Array
data in with existing data.
For Array
the default behavior is to replace it fully, effectively making it equivalent to set:
Onyx.merge(ONYXKEYS.EMPLOYEE_LIST, ['Joe']); // -> ['Joe']
Onyx.merge(ONYXKEYS.EMPLOYEE_LIST, ['Jack']); // -> ['Jack']
For Object
values the default behavior uses lodash/merge
under the hood to do a deep extend of the object.
Onyx.merge(ONYXKEYS.POLICY, {id: 1}); // -> {id: 1}
Onyx.merge(ONYXKEYS.POLICY, {name: 'My Workspace'}); // -> {id: 1, name: 'My Workspace'}
Arrays inside objects will be replaced fully, same as arrays not inside objects:
Onyx.merge(ONYXKEYS.POLICY, {employeeList: ['Joe', 'Jack']}); // -> {employeeList: ['Joe', 'Jack']}
Onyx.merge(ONYXKEYS.POLICY, {employeeList: ['Jack']}); // -> {employeeList: ['Jack']}
Should I use merge()
or set()
or both?
- Use
merge()
when creating a new object - Use
merge()
to merge partial data into an existing object - Use
merge()
when storing simple values (String
,Boolean
,Number
) - Use
set()
when you need to delete an Onyx key completely from storage - Use
set()
when you need to completely reset an object or array of data
Consecutive calls to Onyx.merge()
with the same key are batched in a stack and processed in the order that they were called. This helps avoid race conditions where one merge possibly finishes before another. However, it's important to note that calls to Onyx.set()
are not batched together with calls to Onyx.merge()
. For this reason, it is usually preferable to use one or the other, but not both. Onyx is a work-in-progress so always test code to make sure assumptions are correct!
Should I store things as an array or an object?
You should avoid arrays as much as possible. They do not work well with merge()
because it can't update a single element in an array, it must always set the entire array each time. This forces you to use set()
a lot, and as seen above, merge()
is more performant and better to use in almost any situation. If you are working with an array of objects, then you should be using an Onyx collection because it's optimized for working with arrays of objects.
Subscribing to data changes
To set up a basic subscription for a given key use the Onyx.connect()
method.
let session;
const connectionID = Onyx.connect({
key: ONYXKEYS.SESSION,
callback: (val) => session = val || {},
});
To teardown the subscription call Onyx.disconnect()
with the connectionID
returned from Onyx.connect()
. It's recommended to clean up subscriptions anytime you are connecting from within a function to prevent memory leaks.
Onyx.disconnect(connectionID);
We can also access values inside React function components via the useOnyx()
hook (recommended) or class and function components via the withOnyx()
higher order component (deprecated, not-recommended). When the data changes the component will re-render.
import React from 'react';
import {useOnyx} from 'react-native-onyx';
const App = () => {
const [session] = useOnyx('session');
return (
<View>
{session.token ? <Text>Logged in</Text> : <Text>Logged out</Text>}
</View>
);
};
export default App;
The useOnyx()
hook won't delay the rendering of the component using it while the key/entity is being fetched and passed to the component. However, you can simulate this behavior by checking if the status
of the hook's result metadata is loading
. When status
is loading
it means that the Onyx data is being loaded into cache and thus is not immediately available, while loaded
means that the data is already loaded and available to be consumed.
const [reports, reportsResult] = useOnyx(ONYXKEYS.COLLECTION.REPORT);
const [session, sessionResult] = useOnyx(ONYXKEYS.SESSION);
if (reportsResult.status === 'loading' || sessionResult.status === 'loading') {
return <Placeholder />; // or `null` if you don't want to render anything.
}
// rest of the component's code.
[!warning]
Deprecated Note
Please note that the
withOnyx()
Higher Order Component (HOC) is now considered deprecated. UseuseOnyx()
hook instead.
import React from 'react';
import {withOnyx} from 'react-native-onyx';
const App = ({session}) => (
<View>
{session.token ? <Text>Logged in</Text> : <Text>Logged out</Text> }
</View>
);
export default withOnyx({
session: {
key: ONYXKEYS.SESSION,
},
})(App);
Differently from useOnyx()
, withOnyx()
will delay the rendering of the wrapped component until all keys/entities have been fetched and passed to the component, this can be convenient for simple cases. This however, can really delay your application if many entities are connected to the same component, you can pass an initialValue
to each key to allow Onyx to eagerly render your component with this value.
export default withOnyx({
session: {
key: ONYXKEYS.SESSION,
initialValue: {}
},
})(App);
Additionally, if your component has many keys/entities when your component will mount but will receive many updates as data is fetched from DB and passed down to it, as every key that gets fetched will trigger a setState
on the withOnyx
HOC. This might cause re-renders on the initial mounting, preventing the component from mounting/rendering in reasonable time, making your app feel slow and even delaying animations.
You can workaround this by passing an additional object with the shouldDelayUpdates
property set to true. Onyx will then put all the updates in a queue until you decide when then should be applied, the component will receive a function markReadyForHydration
. A good place to call this function is on the onLayout
method, which gets triggered after your component has been rendered.
const App = ({session, markReadyForHydration}) => (
<View onLayout={() => markReadyForHydration()}>
{session.token ? <Text>Logged in</Text> : <Text>Logged out</Text> }
</View>
);
// Second argument to funciton is `shouldDelayUpdates`
export default withOnyx({
session: {
key: ONYXKEYS.SESSION,
initialValue: {}
},
}, true)(App);
Dependent Onyx Keys and useOnyx()
Some components need to subscribe to multiple Onyx keys at once and sometimes, one key might rely on the data from another key. This is similar to a JOIN in SQL.
Example: To get the policy of a report, the policy
key depends on the report
key.
const App = ({reportID}) => {
const [report] = useOnyx(`${ONYXKEYS.COLLECTION.REPORT}${reportID}`);
const [policy] = useOnyx(`${ONYXKEYS.COLLECTION.POLICY}${report.policyID}`);
return (
<View>
{/* Render with policy data */}
</View>
);
};
export default App;
Detailed explanation of how this is handled and rendered with useOnyx()
:
- The component mounts with a
reportID={1234}
prop. - The
useOnyx
hook evaluates the mapping and subscribes to the keyreports_1234
using thereportID
prop. - The
useOnyx
hook fetches the data for the keyreports_1234
from Onyx and sets the state with the initial value (if provided). - Since
report
is not defined yet,report?.policyID
defaults toundefined
. TheuseOnyx
hook subscribes to the keypolicies_undefined
. - The
useOnyx
hook reads the data and updates the state of the component:report={{reportID: 1234, policyID: 1, ...rest of the object...}}
policy={undefined}
(since there is no policy with IDundefined
)
- The
useOnyx
hook again evaluates the keypolicies_1
after fetching the updatedreport
object which haspolicyID: 1
. - The
useOnyx
hook reads the data and updates the state with:policy={{policyID: 1, ...rest of the object...}}
- Now, all mappings have values that are defined (not undefined), and the component is rendered with all necessary data.
- It is VERY important to NOT use empty string default values like
report.policyID || ''
. This results in the key returned touseOnyx
aspolicies_
, which subscribes to the ENTIRE POLICY COLLECTION and is most assuredly not what you were intending. You can use a default of0
(as long as you are reasonably sure that there is never a policyID=0). This allows Onyx to returnundefined
as the value of the policy key, which is handled byuseOnyx
appropriately.
Detailed explanation of how this is handled and rendered with withOnyx
HOC:
- The component mounts with a
reportID={1234}
prop withOnyx
evaluates the mappingwithOnyx
connects to the keyreports_1234
because of the prop passed to the componentwithOnyx
connects to the keypolicies_undefined
becausereport
doesn't exist in the props yet, so thepolicyID
defaults toundefined
. * (see note below)- Onyx reads the data and updates the state of
withOnyx
with:report={{reportID: 1234, policyID: 1, ... the rest of the object ...}}
policy={undefined}
(since there is no policy with IDundefined
)
- There is still an
undefined
key in the mapping, so Onyx reads the data again - This time
withOnyx
connects to the keypolicies_1
because thereport
object exists in the component's state and it has apolicyID: 1
- Onyx reads the data and updates the state of withOnyx with:
policy={{policyID: 1, ... the rest of the object ...}
- Now all mappings have values that are defined (not undefined) and the component is rendered with all necessary data
- It is VERY important to NOT use empty string default values like
report.policyID || ''
. This results in the key returned towithOnyx
aspolicies_
which subscribes to the ENTIRE POLICY COLLECTION and is most assuredly not what you were intending. You can use a default of0
(as long as you are reasonably sure that there is never a policyID=0). This allows Onyx to returnundefined
as the value of the policy key, which is handled bywithOnyx
appropriately.
DO NOT use more than one withOnyx
component at a time. It adds overhead and prevents some optimizations like batched rendering from working to its full potential.
It's also beneficial to use a selector with the mapping in case you need to grab a single item in a collection (like a single report action).
Collections
Collections allow keys with similar value types to be subscribed together by subscribing to the collection key. To define one, it must be included in the ONYXKEYS.COLLECTION
object and it must be suffixed with an underscore. Member keys should use a unique identifier or index after the collection key prefix (e.g. report_42
).
const ONYXKEYS = {
COLLECTION: {
REPORT: 'report_',
},
};
Setting Collection Values
To save a new collection key we can either do:
Onyx.merge(`${ONYXKEYS.COLLECTION.REPORT}${report1.reportID}`, report1);
or we can set many at once with mergeCollection()
(see below for guidance on best practices):
Onyx.mergeCollection(ONYXKEYS.COLLECTION.REPORT, {
[`${ONYXKEYS.COLLECTION.REPORT}${report1.reportID}`]: report1,
[`${ONYXKEYS.COLLECTION.REPORT}${report2.reportID}`]: report2,
[`${ONYXKEYS.COLLECTION.REPORT}${report3.reportID}`]: report3,
});
Subscribing to Collections
There are several ways to subscribe to these keys:
const MyComponent = () => {
const [allReports] = useOnyx(ONYXKEYS.COLLECTION.REPORT);
return (
<View>
{/* Render with allReports data */}
</View>
);
};
export default MyComponent;
This will add a prop to the component called allReports
which is an object of collection member key/values. Changes to the individual member keys will modify the entire object and new props will be passed with each individual key update. The prop doesn't update on the initial rendering of the component until the entire collection has been read out of Onyx.
Onyx.connect({key: ONYXKEYS.COLLECTION.REPORT}, callback: (memberValue, memberKey) => {...});
This will fire the callback once per member key depending on how many collection member keys are currently stored. Changes to those keys after the initial callbacks fire will occur when each individual key is updated.
Onyx.connect({
key: ONYXKEYS.COLLECTION.REPORT,
waitForCollectionCallback: true,
callback: (allReports) => {...},
});
This final option forces Onyx.connect()
to behave more like useOnyx()
and only update the callback once with the entire collection initially and later with an updated version of the collection when individual keys update.
Performance Considerations When Using Collections
Be cautious when using collections as things can get out of hand if you have a subscriber hooked up to a collection key that has large numbers of individual keys. If this is the case, it is critical to use mergeCollection()
over merge()
.
Remember, mergeCollection()
will notify a subscriber only once with the total collected values whereas each call to merge()
would re-render a connected component each time it is called. Consider this example where reports
is an array of reports that we want to index and save.
// Bad
_.each(reports, report => Onyx.merge(`${ONYXKEYS.COLLECTION.REPORT}${report.reportID}`, report)); // -> A component using useOnyx() will have it's state updated with each iteration
// Good
const values = {};
_.each(reports, report => values[`${ONYXKEYS.COLLECTION.REPORT}${report.reportID}`] = report);
Onyx.mergeCollection(ONYXKEYS.COLLECTION.REPORT, values); // -> A component using useOnyx() will only have its state updated once
Clean up
To clear all data from Onyx
we can use Onyx.clear()
.
function signOut() {
Onyx.clear();
}
Storage Providers
Onyx.get
, Onyx.set
, and the rest of the API accesses the underlying storage
differently depending on the platform
Under the hood storage access calls are delegated to a StorageProvider
Some platforms (like web and desktop) might use the same storage provider
If a platform needs to use a separate library (like using MMVK for react-native) it should be added in the following way:
- Create a
StorageProvider.js
at lib/storage/providers Reference an existing StorageProvider for the interface that has to be implemented - Update the factory at lib/storage/index.js and lib/storage/index.native.js to return the newly created Provider for the desired Platform(s)
API Reference
Storage Eviction
Different platforms come with varying storage capacities and Onyx has a way to gracefully fail when those storage limits are encountered. When Onyx fails to set or modify a key the following steps are taken:
- Onyx looks at a list of recently accessed keys (access is defined as subscribed to or modified) and locates the key that was least recently accessed
- It then deletes this key and retries the original operation
By default, Onyx will not evict anything from storage and will presume all keys are "unsafe" to remove unless explicitly told otherwise.
To flag a key as safe for removal:
- Add the key to the
safeEvictionKeys
option inOnyx.init(options)
- Implement
canEvict
in the Onyx config for each component subscribing to a key - The key will only be deleted when all subscribers return
true
forcanEvict
e.g.
Onyx.init({
safeEvictionKeys: [ONYXKEYS.COLLECTION.REPORT_ACTIONS],
});
const ReportActionsView = ({reportID, isActiveReport}) => {
const [reportActions] = useOnyx(
`${ONYXKEYS.COLLECTION.REPORT_ACTIONS}${reportID}_`,
{canEvict: () => !isActiveReport}
);
return (
<View>
{/* Render with reportActions data */}
</View>
);
};
export default ReportActionsView;
Benchmarks
Provide the captureMetrics
boolean flag to Onyx.init
to capture call statistics
Onyx.init({
keys: ONYXKEYS,
safeEvictionKeys: [ONYXKEYS.COLLECTION.REPORT_ACTIONS],
captureMetrics: Config.BENCHMARK_ONYX,
});
At any point you can get the collected statistics using Onyx.getMetrics()
.
This will return an object containing totalTime
, averageTime
and summaries
.
summaries
is a collection of statistics for each method it contains data about:
- method name
- total, max, min, average times for this method calls
- calls - a list of individual calls with each having: start time; end time; call duration; call arguments
- start/end times are relative to application launch time - 0.00 being exactly at launch
If you wish to reset the metrics and start over use Onyx.resetMetrics()
Finally, there's a Onyx.printMetrics()
method which prints human statistics information on the dev console. You can use this method during debugging. For example add an Onyx.printMetrics()
line somewhere in code or call it through the dev console. It supports 3 popular formats MD - human friendly markdown, CSV and JSON. The default is MD if you want to print another format call Onyx.printMetrics({ format: 'csv' })
or
Onyx.printMetrics({ format: 'json' })
.
Sample output of Onyx.printMetrics()
### Onyx Benchmark
- Total: 1.5min
- Last call finished at: 12.55sec
| method | total time spent | max | min | avg | time last call completed | calls made |
|-----------------|-----------------:|----------:|---------:|----------:|-------------------------:|-----------:|
| Onyx:getAllKeys | 1.2min | 2.16sec | 0.159ms | 782.230ms | 12.55sec | 90 |
| Onyx:merge | 4.73sec | 2.00sec | 74.412ms | 591.642ms | 10.24sec | 8 |
| Onyx:set | 3.90sec | 846.760ms | 43.663ms | 433.056ms | 7.47sec | 9 |
| Onyx:get | 8.87sec | 2.00sec | 0.063ms | 61.998ms | 10.24sec | 143 |
| Onyx:set |
|---------------------------------------------------------------|
| start time | end time | duration | args |
|-----------:|----------:|----------:|--------------------------|
| 291.042ms | 553.079ms | 262.037ms | session, [object Object] |
| 293.719ms | 553.316ms | 259.597ms | account, [object Object] |
| 294.541ms | 553.651ms | 259.109ms | network, [object Object] |
| 365.378ms | 554.246ms | 188.867ms | iou, [object Object] |
| 1.08sec | 2.20sec | 1.12sec | network, [object Object] |
| 1.08sec | 2.20sec | 1.12sec | iou, [object Object] |
| 1.17sec | 2.20sec | 1.03sec | currentURL, / |
Debug mode
It can be useful to log why Onyx is calling setState()
on a particular React component so that we can understand which key changed, what changed about the value, and the connected component that ultimately rendered as a result. When used correctly this can help isolate problem areas and unnecessary renders in the code. To enable this feature, pass debugSetState: true
to the config and grep JS console logs for [Onyx-Debug]
.
Redux DevTools Extension
If you want to debug updates made to the local storage on the web app, you can use Redux DevTools Extension, which provides an easy to use GUI. This extension provides the following features:
- Each update (merge/set/clear/etc) made to the local storage is logged with the data that was written or erased.
- Check the state of the local storage at a certain point in time and compare it with it's previous state.
Currently this tool is only available on Web.
Installing the extension
To use the extension, simply install it from your favorite web browser store:
After installing the extension, Onyx will automatically connect to it and start logging any updates made to the local storage.
Usage
The extension interface is pretty simple, on the left sidebar you can see all the updates made to the local storage, in ascending order, and on the right pane you can see the whole the current state, payload of an action and the diff between the previous state and the current state after the action was triggered.
The action logs use this naming convention:
@@INIT
- Initial action which is triggered when Onyx connects to the extension. It's payload consists of the initial state.
merge/<KEY>
- Merge action which is triggered when Onyx.merge()
is called.
mergecollection/<KEY>
- Merge action which is triggered when Onyx.mergeCollection()
is called.
set/<KEY>
- Set action which is triggered when Onyx.set()
is called.
multiset/<KEY>
- Set action which is triggered when Onyx.multiSet()
is called.
CLEAR
- Clear action which is triggered when Onyx.clear()
is called.
Development
React Native bundles source code using the metro
bundler. Until React Native 0.73, metro
does not follow symlinks, so we can't use npm link
to
link a local version of Onyx during development. Fortunately, we have set up a workflow that's easy to follow and enables
you to edit the Onyx source directly in the Onyx repo, and have those changes hot-reload in a React Native project in realtime.
- In one terminal tab, open the
react-native-onyx
directory and runnpm run build:watch
- In another terminal tab, open your React Native project and run
npx link publish <path_to_onyx_directory_on_your_machine>
- Then run your React Native project as normal!
Now you can make changes directly to the react-native-onyx
source code and your React Native project should-hot reload with those changes in realtime.
Note: If you want to unlink react-native-onyx
, simply run npm install
from your React Native project directory again. That will reinstall react-native-onyx
from npm.