JSConf UY: Flux - Those who forget the past...

Transcript

1. Flux: Those who forget the past… @jeremymorrell - The original title of this talk was Flux in Large Apps - But there was another story I wanted to tell
2. Flux: Those who forget the past… @jeremymorrell …are doomed to debug it - The original title of this talk was Flux in Large Apps - But there was another story I wanted to tell
3. - If you haven’t tried out React, I’d highly recommend it - This talk isn’t about React specifically - But we do need to understand one thing about it
4. react(data)  →  UI - People get hung up on VDOM, performance, JSX - when I think about what’s special about react, it’s the way I can think about my views - your application data is passed in at the root - and the UI produced is a function of that data, that is, - with the same data as input, it will always produce the same output - when the data changes I just re-run the function and React will update the UI
5. function  render(data)  {      return  `          <h1>              Hola,  ${data.name}!          </h1>      `;   }   document.body.innerHTML  =  render({      name:  "JSConf  UY"     }); - For the purposes of this talk you can think about it as one giant template function - Every time the data changes, we re-render the template, - and just blow the old view away - This makes it much easier to reason about what’s happening in our view layer - Easier to bring on new people
6. Data View View View View View View - But then you create a new problem - Previously our apps looked something like this - Views living right next to the data they needed
7. View View View View View View Data - But with React your data lives outside of this view hierarchy - I can now easily reason about my view layer - How can I structure my application so that it’s easy to reason about my data?
8. View View View View View View Data - But with React your data lives outside of this view hierarchy - I can now easily reason about my view layer - How can I structure my application so that it’s easy to reason about my data?
9. The solution that's been working for us as we develop our large applications is an architecture that we call Flux Let’s go through the different pieces slowly
10. View Data So our ideal view of the world looks like this Data completely separate from the view We know that when the data changes we can re-render our view So let’s add that functionality into our data layer and change the name
11. View Stores Stores hold data, and signal when something has changed Views subscribe to the stores that contain the data that it needs Data updates, re-render the view, we know this stuff This tends to be pretty intuitive for frontend developers
12. View Stores Actions Flux introduces a concept called Actions less intuitive for most of us NOT DOM EVENTS
13. Actions View Stores Actions are loosely defined as “things that happen in your app” liking a post on newsfeed, leaving a comment, requesting search results, changing your password
14. Actions View Stores
15. Actions View Stores Dispatcher - The dispatcher trips people up some times - receives actions and passes them to every registered store - Every action passes through the dispatcher - Every action is passed through every store - It handles dependencies between stores, but today we don’t have to think about that
16. Actions View Stores Dispatcher So I click on a button, that generates an action the dispatcher passes that to each store stores update themselves in response view re-renders
17. Actions View Stores Dispatcher - For this talk we can basically ignore the dispatcher and view layers - I want to focus on the interaction between actions and stores - Still abstract, let’s get a concrete example
18. Bank Account I’m going to assume that everyone understands how a bank account works
19. Bank Account - It looks a little like this - With every transaction, we update another value called balance
20. Bank Account Transaction Amount Balance - It looks a little like this - With every transaction, we update another value called balance
21. Bank Account Transaction Amount Balance Create Account $0 $0 - It looks a little like this - With every transaction, we update another value called balance
22. Bank Account Transaction Amount Balance Create Account $0 $0 Deposit $200 $200 - It looks a little like this - With every transaction, we update another value called balance
23. Bank Account Transaction Amount Balance Create Account $0 $0 Deposit $200 $200 Withdrawal ($50) $150 - It looks a little like this - With every transaction, we update another value called balance
24. Bank Account Transaction Amount Balance Create Account $0 $0 Deposit $200 $200 Withdrawal ($50) $150 Deposit $100 $250 - It looks a little like this - With every transaction, we update another value called balance
25. Bank Account Transaction Amount Balance Create Account $0 $0 Deposit $200 $200 Withdrawal ($50) $150 Deposit $100 $250 $250 - It looks a little like this - With every transaction, we update another value called balance
26. Bank Account Transaction Amount Balance Create Account $0 $0 Deposit $200 $200 Withdrawal ($50) $150 Deposit $100 $250 $250 These transactions are how we’re interacting with our bank.
27. Bank Account Transaction Amount Balance Create Account $0 $0 Deposit $200 $200 Withdrawal ($50) $150 Deposit $100 $250 $250 And the balance is a measure of those interactions NOTE: If we preform the same transactions, same order, these results will be the same The balance is derived data In flux terms, the transactions on the left are our actions and the balance on the right is a value that we would track in a store
28. Actions should be like newspapers - “Actions should be like newspapers, reporting on something that has happened in the world.” - Bill Fisher @ Fluent - They might look something like:
29. {      type:  Actions.WITHDREW_FROM_ACCOUNT,      data:  {          accountID:  7,          amount:  50,          date:  1429468551933,          location:  {  ...  }      }   } Two fields type details about that action
30. {      type:  Actions.DEPOSITED_INTO_ACCOUNT,      data:  {          accountID:  7,          amount:  500,          date:  1429468551933,          location:  {  ...  }      }   } note past tense So what would our store code look like?
31. let  balance  =  0;   function  onDispatch(action)  {      switch  (action.type)  {          case  Actions.WITHDREW_FROM_ACCOUNT:              balance  -­‐=  action.data.amount;              break;          case  Actions.DEPOSITED_INTO_ACCOUNT:              balance  +=  action.data.amount;              break;          ...      }   } This would be inside a store that tracks account balance
32. let  balance  =  0;   function  onDispatch(action)  {      switch  (action.type)  {          case  Actions.WITHDREW_FROM_ACCOUNT:              balance  -­‐=  action.data.amount;              break;          case  Actions.DEPOSITED_INTO_ACCOUNT:              balance  +=  action.data.amount;              break;          ...      }   } The dispatcher makes sure that every action in the app invokes onDispatch
33. let  balance  =  0;   function  onDispatch(action)  {      switch  (action.type)  {          case  Actions.WITHDREW_FROM_ACCOUNT:              balance  -­‐=  action.data.amount;              break;          case  Actions.DEPOSITED_INTO_ACCOUNT:              balance  +=  action.data.amount;              break;          ...      }   } When we withdraw money, we decrement
34. let  balance  =  0;   function  onDispatch(action)  {      switch  (action.type)  {          case  Actions.WITHDREW_FROM_ACCOUNT:              balance  -­‐=  action.data.amount;              break;          case  Actions.DEPOSITED_INTO_ACCOUNT:              balance  +=  action.data.amount;              break;          ...      }   } And when we deposit money we increment After this method, the store emits a change, and the view re-renders
35. let  balance  =  0;   function  onDispatch(action)  {      ...   }   function  getBalance()  {      return  balance;   } We also need to get the data out The view layer would call getBalance when it renders
36. Stores are not observable objects - At least not in the way we generally think of them - It's tempting to think of stores as just models that live outside of your view hierarchy - but stores do not behave like the traditional models that we think of (O.o) - How so?
37. model.balance   store.getBalance() We have getters, true
38. Object.observe(model,  changes  =>  {      //  update  the  view   });   store.subscribe(()  =>  {      //  re-­‐render  the  app   }); And we can subscribe to changes, so that’s not too different
39. model.balance  =  oneMillionDollars;   //  ...  ? - And I can update the value.. wait… - But there’s no equivalent for a setter - You can’t call up your bank and tell them that your balance is now one million dollars - Stores update in response to actions, but there’s no way to update just one value, - or just one store - ACTIONS become the ONLY WAY to MODIFY our state - There’s an important result of this
40. Stores are a function of the actions fired on them f(state,  [...actions])  →  newState - Given a set state, the transition to another state given a set of actions is deterministic. - If I fire the same sequence of actions in my app, I will end up with the exact same state - Source of truth is actually the stream of events - Stores are a “cache”
41. But bank transactions are async… We need to take care to not accidentally mutate state without an action though My previous example wasn’t complete. We have to request a transaction
42. let  balance  =  0;   function  onDispatch(action)  {      switch  (action.type)  {          case  Actions.WITHDRAWAL_REQUESTED:              requestWithdrawal(                  action.data.accountId,                  action.data.amount              ).then(                  res  =>  balance  -­‐=  res.amount;              );              break;          ...      }   } A first attempt might look like this
43. let  balance  =  0;   function  onDispatch(action)  {      switch  (action.type)  {          case  Actions.WITHDRAWAL_REQUESTED:              requestWithdrawal(                  action.data.accountId,                  action.data.amount              ).then(                  res  =>  balance  -­‐=  res.amount;              );              break;          ...      }   } New Action Make a request, and when the response comes back, update the value The store updates with the correct value and the view will render correctly
44. let  balance  =  0;   function  onDispatch(action)  {      switch  (action.type)  {          case  Actions.WITHDRAWAL_REQUESTED:              requestWithdrawal(                  action.data.accountId,                  action.data.amount              ).then(                  res  =>  balance  -­‐=  res.amount;              );              break;          ...      }   } But now there is a mutation of our data that’s not in this stream of actions If we re-apply our actions we end up in a different state If something else needed to know about the withdrawal, now it can’t Harder to reason about our app
45. Async operations need to fire actions The way around this is to always fire actions at the end of an async req
46. function  requestWithdrawal(account,  amount)  {      requestWithdrawal(account,  amount)          .done(              res  =>  dispatch({                  type:  Actions.WITHDREW_FROM_ACCOUNT,                  data:  {  ...  }              }),              err  =>  dispatch({                  type:  Actions.WITHDRAWAL_FAILED,                  data:  {  ...  }              });          );   } You might do it this way, outside of the store
47. function  requestWithdrawal(account,  amount)  {      requestWithdrawal(account,  amount)          .done(              res  =>  dispatch({                  type:  Actions.WITHDREW_FROM_ACCOUNT,                  data:  {  ...  }              }),              err  =>  dispatch({                  type:  Actions.WITHDRAWAL_FAILED,                  data:  {  ...  }              });          );   } If the request succeeds, we fire the action from earlier
48. function  requestWithdrawal(account,  amount)  {      requestWithdrawal(account,  amount)          .done(              res  =>  dispatch({                  type:  Actions.WITHDREW_FROM_ACCOUNT,                  data:  {  ...  }              }),              err  =>  dispatch({                  type:  Actions.WITHDRAWAL_FAILED,                  data:  {  ...  }              });          );   } If it fails, something else will want to know
49. Stores are a way of asking a question - Stores are a convenience - Given list of all transactions that I’ve ever made, can I afford to buy lunch? - This is what we used to have to do balancing a checkbook (ask your parents) - We decide what stores to have based on what questions we want to ask
50. Let’s ask a new question - Account balance is probably not the only question we’ll need to ask of this data - In large systems many different subsystems may need to know about what’s happening - Because every action is passed to every store we create more stores
51. Let’s ask a new question Your withdrawal has failed - So your designer wants the app to notify the user when a withdrawal has failed
52. {      type:  Actions.SHOW_NOTIFICATION,      data:  {          message:  "Your  withdrawal  has  failed",          ...      }   } At first we might consider doing this
53. {      type:  Actions.SHOW_NOTIFICATION,      data:  {          message:  "Your  withdrawal  has  failed",          ...      }   } But this isn’t a good action SHOW_NOTIFICATION is a command, not “something that happened” Now, I have to sprinkle this action all around the application We’re trying to get around the lack of a setter and talk to a particular store
54. Actions are not elaborate setters - Actions are like newspapers want to implement like this
55. let  messages  =  [];   function  onDispatch(action)  {      switch  (action.type)  {          case  Actions.WITHDRAWAL_FAILED:              messages.push("Your  withdrawal  has  failed");              break;          case  Actions.NOTIFICATION_DISMISSED:              messages  =  [];              break;          ...      }   } Our view layer simply renders a notification for each value in messages Empty -> no notification When a withdrawal fails, messages now has a value view re-renders
56. let  messages  =  [];   function  onDispatch(action)  {      switch  (action.type)  {          case  Actions.WITHDRAWAL_FAILED:              messages.push("Your  withdrawal  has  failed");              break;          case  Actions.NOTIFICATION_DISMISSED:              messages  =  [];              break;          ...      }   } Your withdrawal has failed and we have a notification, when the user interacts with the view or a time limit is reached the dismiss action is fired and it’s not longer rendered Maintain separation of concerns. The code firing the action has no idea the notification system is listening.
57. Actions are the change in your app - Actions represent mutations of your app state - Explicit, easy to find the places that could trigger a particular action, I can search for it
58. Actions.WITHDRAWAL_FAILED   Actions.DEPOSIT_REQUESTED   Actions.DEPOSITED_INTO_ACCOUNT   Actions.USER_CHANGED_PASSWORD   Actions.USER_UPDATED_PHONE_NUMBER   Actions.WITHDRAWAL_REQUESTED   Actions.WITHDRAWAL_FAILED   Actions.DEPOSIT_REQUESTED   Actions.DEPOSITED_INTO_ACCOUNT   Actions.USER_CHANGED_PASSWORD   Actions.USER_UPDATED_PHONE_NUMBER   Actions.WITHDRAWAL_REQUESTED   Actions.WITHDRAWAL_FAILED   Actions.DEPOSIT_REQUESTED   Actions.DEPOSITED_INTO_ACCOUNT   Actions.USER_CHANGED_PASSWORD   Actions.USER_UPDATED_PHONE_NUMBER   Actions.WITHDRAWAL_REQUESTED   Actions.WITHDRAWAL_FAILED   Actions.DEPOSIT_REQUESTED   Actions.DEPOSITED_INTO_ACCOUNT   Actions.USER_CHANGED_PASSWORD   - our app looks like this when it’s running - every action passes through the dispatcher - can log them all out - I use this at work to understand new sections of the UI that I haven’t worked on before
59. let  balance  =  0;   function  onDispatch(action)  {      switch  (action.type)  {          case  Actions.WITHDREW_FROM_ACCOUNT:              balance  -­‐=  action.data.amount;              break;          case  Actions.DEPOSITED_INTO_ACCOUNT:              balance  +=  action.data.amount;              break;          ...      }   } When looking at a store the actions that can modify it are explicit This is the exhaustive list This helps narrow the scope of what I need to understand in a large system, especially if we keep the stores small Make changes with confidence This allows us to keep moving fast, even as our systems get large
60. Those who forget the past… - So here’s where I try to justify the title
61. Account  Balance:  -­‐$10 - You open your bank account and see that you now have -10 dollars as your balance - WHAT HAPPENED? - A user sends you a screenshot of your app in a weird state: I HAVE A BUG - This is the same situation - Repro please
62. Bank Account Transaction Amount Balance Create Account $0 $0 Deposit $200 $200 Withdrawal ($50) $150 Deposit $100 $250 $250 If this is our bank account we have a history to look at If this is our app, we are missing most of this data
63. Bank Account Transaction Amount Balance Create Account $0 $0 Deposit $200 $200 Withdrawal ($50) $150 Deposit $100 $250 -$10 We’re trying to debug using only the final value and our knowledge of the system
64. Bank Account Transaction Amount Balance Create Account $0 $0 Deposit $200 $200 Withdrawal ($50) $150 Withdrawal ($160) $250 -$10 This is what we really want
65. Actions.WITHDRAWAL_FAILED   Actions.DEPOSIT_REQUESTED   Actions.DEPOSITED_INTO_ACCOUNT   Actions.USER_CHANGED_PASSWORD   Actions.USER_UPDATED_PHONE_NUMBER   Actions.WITHDRAWAL_REQUESTED   Actions.WITHDRAWAL_FAILED   Actions.DEPOSIT_REQUESTED   Actions.DEPOSITED_INTO_ACCOUNT   Actions.USER_CHANGED_PASSWORD   Actions.USER_UPDATED_PHONE_NUMBER   Actions.WITHDRAWAL_REQUESTED   Actions.WITHDRAWAL_FAILED   Actions.DEPOSIT_REQUESTED   Actions.DEPOSITED_INTO_ACCOUNT   Actions.USER_CHANGED_PASSWORD   Actions.USER_UPDATED_PHONE_NUMBER   Actions.WITHDRAWAL_REQUESTED   Actions.WITHDRAWAL_FAILED   Actions.DEPOSIT_REQUESTED   Actions.DEPOSITED_INTO_ACCOUNT   Actions.USER_CHANGED_PASSWORD   But we have exactly that! We just need to save them off
66. - At Facebook we did that for one of our apps - When an employee filed a bug, they could choose to send off all of the actions that happened that session
67. f(state,  [...actions])  →  newState - Because of this property, not only can I see how they got there - I can literally re-play their actions and see exactly what they saw - every intermediate step
68. Those who forget the past are doomed to debug it - But we can only do this because we make our mutations explicit and keep a history - So the next time someone sends you a screenshot of your app in a weird state…
69. ¡Gracias!