re-frame/docs/Subscribing-To-External-Dat...

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## Subscribing to External Data
In [Talking To Servers](Talking-To-Servers.md) we learned how to
communicate with servers using both pure and effectful handlers.
This is great, but what if you want to
query external data using subscriptions the
same way you query data stored in `app-db`? This tutorial will show you how.
### There Can Be Only One!!
`re-frame` apps have a single source of data called `app-db`.
The `re-frame` README asks you to imagine `app-db` as something of an in-memory database. You
query it (via subscriptions) and transactionally update it (via event handlers).
### Components Don't Know, Don't Care
Components never know the structure of your `app-db`, much less its existence.
Instead, they `subscribe`, declaratively, to
data, like this `(subscribe [:something "blah"])`, and that allows Components to
obtain a stream of updates to "something", while knowing nothing about the source of the data.
### A 2nd Source
All good but ... SPAs are seldom completely self contained data-wise.
There's a continuum between apps which are 100% standalone data-wise,
and those where remote data is utterly central to the app's function.
In this page, we're exploring the remote-data-centric end of this continuum.
And just to be clear, when I'm talking about remote data, I'm thinking of data
luxuriating in remote databases like firebase, rethinkdb, PostgreSQL, Datomic, etc
- data sources that an app must query and mutate.
So, the question is: how would we integrate this kind of remote data into an app when
re-frame seems to have only one source of data: `app-db`?
How do we introduce a second or even third source of data? How should we `subscribe`
to this remote data, and how would we `update` it?
By way of explanation, let's make the question specific: how could we wire up a
Component which displays a collection of `items`,
when those items come from a remote database?
In your mind's eye, imagine this kind of query against that remote database:
`select id, price, description from items where type="see through"`.
### Via A Subscription
In `re-frame`, Components always obtain data via a subscription. Always.
So, our Component which shows items is going to
```clj
(let [items (re-frame/subscribe [:items "see through"]) ...
```
and the subscription handler will deliver them.
Which, in turn, means our code must have a subscription handler defined:
```clj
(re-frame/reg-sub
:items
(fn [db [_ item-type]
...))
```
Which is fine ... except we haven't really solved this problem yet, have we?
We've just transferred
the problem away from the Component and into the subscription handler?
Well, yes, we have, and isn't that a fine thing!! That's precisely what we want
from our
subscription handlers ... to manage how the data is sourced ... to hide that from
the Component.
### The Subscription Handler's Job
Right, so let's write the subscription handler.
There'll be code in a minute but, first, let's describe how the subscription handler
will work:
1. Upon being required to provide items, it has to issue
a query to the remote database. Perhaps this will be done via a
a RESTful GET. Or via a firebase connection. Or by pushing a JSON
representation of the query down a websocket. Something. And it is the
subscription handler's job to know how it is done.
2. This query be async - with the results arriving sometime "later". And when they
eventually arrive, the handler must organise for the query results to be placed into `app-db`,
at some known, particular path. In the meantime, the handler might want to ensure that the absence of
results is also communicated to the Component, allowing it to display "Loading ...".
[The Nine States of Design](https://medium.com/swlh/the-nine-states-of-design-5bfe9b3d6d85#.j52018nod)
has some useful information on designing your application for different states that your data might be in.
3. The subscription handler must return something to the Component. It should give back a
`reaction` to that known, particular path within `app-db`, so that when the query results
eventually arrive, they will flow through into the Component for display.
4. The subscription handler will detect when the Component is destroyed and no longer requires
the subscription. It will then clean up, getting rid of those now-unneeded items, and
sorting out any stateful database connection issues.
Notice what's happening here. In many respects, `app-db` is still acting as the single source of data.
The subscription handler is organising for the right remote data to "flow" into `app-db` at a known,
particular path, when it is needed by a Component. And, equally, for this data to be cleaned up when it
is no longer required.
### Some Code
Enough fluffing about with words, here's a code sketch for our subscription handler:
```clj
(re-frame/reg-sub-raw
:items
(fn [db [_ type]]
(let [query-token (issue-items-query!
type
:on-success #(re-frame/dispatch [:write-to [:some :path]]))]
(reagent/make-reaction
(fn [] (get-in @db [:some :path] []))
:on-dispose #(do (terminate-items-query! query-token)
(re-frame/dispatch [:cleanup [:some :path]]))))))
```
A few things to notice:
1. We are using the low level `reg-sub-raw` registration for our handler (and not `reg-sub`).
This gives us some low level control. `db` will be an atom. We must return a
`reaction` (signal).
2. You have to write `issue-items-query!`. Are you making a Restful GET?
Are you writing JSON packets down a websocket? The query has to be made.
3. We do not issue the query via a `dispatch` because, to me, it isn't an event. But we most certainly
do handle the arrival of query results via a `dispatch` and associated event handler. That to me
is an external event happening to the system. The event handler can curate the arriving data in
whatever way makes sense. Maybe it does nothing more than to `assoc` into an `app-db` path,
or maybe this is a rethinkdb changefeed subscription and your event handler will have to collate
the newly arriving data with what has previously been returned. Do what
needs to be done in that event handler, so that the right data to be put into the right path.
3. We use Reagent's `make-reaction` function to create a reaction which will return
that known, particular path within `app-db` where the query results are to be placed.
4. We use the `on-dispose` callback on this reaction to do any cleanup work
when the subscription is no longer needed. Clean up `app-db`? Clean up the database connection?
### Any Good?
It turns out that this is a surprisingly flexible and clean approach. And pretty damn obvious once
someone points it out to you (which is a good sign). There's a lot to like about it.
For example, if you are using rethinkdb, which supports queries which yield "change feeds" over time,
rather than a one-off query result, you have to actively close such queries when they are no longer needed.
That's easy to do in our cleanup code.
We can source some data from both PostgreSQL and firebase in the one app, using the same pattern.
All remote data access is done in the same way.
Because query results are `dispatched` to an event handler, you have a lot of flexibility
about how you process them.
The whole set of pieces can be arranged and tweaked in many ways. For example,
with a bit of work, we could keep a register of all currently used queries.
And then, if ever we noticed that the app had gone offline,
and then back online, we could organise to reissue all the queries again
(with results flowing back into
the same known paths), avoiding stale results.
Also, notice that putting ALL interesting data into `app-db` has nice
flow on effects. In particular, it means it is available to event handlers,
should they need it when servicing events (event handlers get `db` as a parameter, right?).
If this item data was held in a separate place, other than `app-db`,
it wouldn't be available in this useful way.
### Warning: Undo/Redo
This technique caches remote data in `app-db`. Be sure to exclude this
cache area from any undo/redo operations
using [the available configuration options](https://github.com/Day8/re-frame-undo#harvesting-and-re-instating)
### Query De-duplication
In v0.8.0 of re-frame onwards, subscriptions are automatically de-duplicated.
In prior versions, in cases where the same query is simultaneously issued
from multiple places, you'd want to
de-duplicate the queries. One possibility is to do this duplication
in `issue-items-query!` itself. You can count
`count` the duplicate queries and only clear the data when that count goes to 0.
### Thanks To
@nidu for his valuable review comments and insights
## The Alternative Approach
Event handlers do most of the heavy lifting within re-frame apps.
When buttons gets clicked, or items get dragged 'n dropped, or tabs get
chosen, they know how to transition the app from one state
to the next. That's their job. And, when they make such
a transition, it is quite reasonable to expect them to ALSO
source the data needed in the new state.
So there's definitely a case for NOT using the approach outlined
above and, instead, making event handlers source data and
plonk it into a certain part of `app-db` for use by subscriptions.
In effect, there's definitely an argument that
subscriptions should only ever source from `app-db` BUT that it is
event handlers which start and stop the sourcing of data from
remote places.
Sorry, but you'll have to work out which of these two variations
works best for you.
Within this document the first alternative has been given more word count
only because there's a few more tricks to make it work, not because it
is necessarily preferred.
## What Not To Do
Don't get into making views source their data directly using React lifecycle methods.
Sometimes, because of their background with other JS frameworks,
new re-framers feel like the Components themselves (the views)
should have the responsibility of sourcing the data they need.
They then use React lifecycle methods like `:component-did-mount`
to load remote data.
I believe this is absolutely the wrong way to do it.
In re-frame we want views to be as simple and dumb as possible. They turn
data into HTML and nothing more. they absolutely do not do imperative stuff.
Use one of the two alternatives described above.
---
Previous: [Talking to Servers](Talking-To-Servers.md)      
Up: [Index](README.md)