I'm not sure I understand all the details of your domain model, but it
seems like the notable point is that accounts are created implicitly as
assessment events occur, and you'd like to be able to, given an assessment
event, get the related accounts?
I'd probably start with making a module (maybe called "AssessmentStore")
that has functions that describe what you need. I'm thinking something
like:
allEvents : AssessmentStore -> List AssessmentEvent
and hmm... now that I write that out, it seems like that's all you want,
except that you ideally want AssessmentEvent to have a list of Accounts in
it.
I think the approach I would prefer is similar to what you mention in your
last paragraph about keeping the data in separate structures, but you
question the safety of managing parallel structures. If you create a
separate module to encapsulates the data, you can can limit the need for
careful handling to that single module. I might try something like this in
`AssessmentStore`:
type AssessmentStore =
AssessmentStore
{ assessmentEventInfo : Dict EventId { name : String, ... } -- This
is not the full AssessmentEvent; just the things that don't relate to
accounts.
, accountsByEvent : Dict EventId (List AccountId)
, accountInfo : Dict AccountId Account
, allEvents : List EventId -- (or maybe you want them indexed
differently, by time, etc)
}
then have a function to create the assessment store, and then the
`allEvents` functions suggested above (or any other function to get
AssessmentEvents) can take the data in that private data structure and
merge it together to give the data that you actually want to return to the
caller. In fact, you never need to expose the AccountIds/EventIds outside
of this module.
If you are still worried about safety, you can add more unit tests to this
module, or try to define fuzz test properties to help you ensure that you
handle the computations correctly within the module.
I've found this sort of approach to work well because it lets you represent
the data in whatever data structure is most performant and/or appropriate
for your needs (it is often also simpler to implement because the data
structures tend to be much flatter), but also hides the internal
representation behind an module interface so that you can still access the
data in whatever ways are most convenient for the calling code.
On Sun, Jul 23, 2017 at 7:16 PM, Lyle Kopnicky <lylew...@gmail.com> wrote:
> I have a series of datatypes that have already been modeled in a
> relational database in a product. I'm trying to construct a lighter-weight
> in-memory representation in Elm for purposes of simulating operations and
> visualizing the results. Ultimately I will probably want to do some
> export/import operations that will allow someone to view data from the real
> database, or create records in a test database. But, I don't think the
> in-memory representations need to correspond exactly to the database ones
> in order to do this. I'd like to focus on as simple of a representation as
> possible, and I'm leaving out a fair number of fields.
>
> We start with a provided series of AssessmentEvents. It's just a limited
> amount of data for each AssessmentEvent. Some of the fields in the database
> can be calculated from the others, so those don't need to be provided. From
> this data, we can calculate more information about the AssessmentEvents,
> including deltas between them. We can also derive a series of Accounts in a
> completely deterministic fashion. Each AssessmentEvent will have up to two
> years associated with it, and for each year there will be at least one
> Account. From this we can also calculate one or two Bills to go with each
> Account.
>
> It's a fairly complex calculation. Certainly I can do it in Elm. But what
> I'm waffling about is how to store the data. These calculations can be
> cached - they do not need to be repeated if the user just changes their
> view of the data. They only need to be revised if the user wants to
> insert/edit/update AssessmentEvents. So to do all these calculations every
> time the user shifts the view would be wasteful.
>
> It becomes tricky with immutable data. In an object-oriented program, I
> would probably just have, say, extra empty fields on the AssessmentEvent
> object, that I would fill in as I updated the object. E.g., it could have a
> list of accounts, which initially would be a null value until I filled it
> in.
>
> At first I thought I might do something similar in the Elm data structure.
> An AssessmentEvent can contain a List of Accounts (I'm oversimplifying as
> it really needs to list the accounts per year). The list of Accounts can be
> initially empty. Then as I calculate the accounts, I can create a new list
> of AssessmentEvents that have Accounts in the list. But wait - since the
> list of AssessmentEvents is immutable, I can't change it. I can only create
> a new one, and then, where in the model do I put it?
>
> When a user initializes the model, then, what should they pass in? Perhaps
> they can pass in a list of AssessmentEvents that each have an empty list of
> Accounts, and then that gets stored in a variable. Then the Accounts are
> calculated, and we generate a new list of AssessmentEvents with Accounts
> attached, and that is what gets stored in the model.
>
> But this has some shortcomings. The user must now create something that
> has this extra unused field on it (and there will be more). I guess if they
> are using a function to create it, they needn't know that there are these
> extra fields. But what if the field isn't a list - it's an Int? Then do we
> need to make it a Maybe Int? Then all the code that later operates on that
> Int will have to handle the case that the Maybe Int might be a Nothing,
> even though at that point I know it will always be Just something.
>
> Maybe there should be a data structure that contains an AssessmentEvent,
> also containing the extra fields? But what if I have a series of functions,
> each of which adds some new field to the AssessmentEvent? Then I need a new
> data type for each step that just adds one more field?
>
> Perhaps if I use untagged records, then all the functions can just operate
> on the fields they care about, ignoring extra fields. I sort of liked the
> extra type safety that came with the tagged record, but it may just get in
> the way.
>
> Perhaps instead of attaching this extra data to AssessmentEvents, it could
> be kept in separate data structures? But then how do I know how they are
> connected? Unless I carefully manage the data in parallel arrays, I will
> need to add IDs to the AssessmentEvents, so they can be stored in a Dict.
>
> These are just some of my thoughts. Does anyone have any suggested
> patterns to follow?
>
> Thanks,
> Lyle
>
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