_content/talks/2015/json.slide

JSON, interfaces, and go generate

Francesc Campoy
Developer, Advocate, and Gopher
@francesc
campoy@golang.org

* Your mission

Your mission, should you choose to accept it, is to decode this message:

.code json/unmarshaler0map.go /^{/,/^}/

into:

.code json/unmarshaler0.go /type Person/,/^}/

* Your mission (cont.)

Where `ShirtSize` is an enum _(1)_:

.code json/unmarshaler0.go /type ShirtSize byte/,/^\)/

_(1)_: Go doesn't have enums.
In this talk I will refer to constants of integer types as enums.

* Using a map

* Using a map

_Pros_: very simple

_Cons_: too simple? we have to write extra code

.code json/unmarshaler0map.go /Person.*Parse/,/p.Name/

* Parsing dates

Time format based on a "magic" date:

    Mon Jan 2 15:04:05 -0700 MST 2006

An example:

.play json/dates.go /func main/,

* Why that date?

Let's reorder:

    Mon Jan 2 15:04:05 -0700 MST 2006

into:

    01/02 03:04:05 PM 2006 -07:00 MST

which is:

* 1 2 3 4 5 6 7!

.image json/img/mindblown.gif 500 _

* Parsing the birth date:

Since our input was:

.code json/unmarshaler0map.go /^{/,/^}/

Parse the birth date:

.code json/unmarshaler0map.go /time.Parse/,/p.Born/

* Parsing the shirt size

Many ways of writing this, this is a pretty bad one:

.code json/unmarshaler0map.go /ParseShirtSize/,/^}/

Use a `switch` statement, but a map is more compact.

* Parsing the shirt size

Our complete parsing function:

.code json/unmarshaler0map.go /Person.*Parse/,/^}/

* Does this work?

.play json/unmarshaler0map.go /func main/,/^}/

_Note_: `ShirtSize` is a `fmt.Stringer`

* JSON decoding into structs

* JSON decoding into structs

Use tags to adapt field names:

.code json/unmarshaler0bad.go /type Person/,/^}/

But this doesn't fit:

.play json/unmarshaler0bad.go /func main/,

* Let's use an auxiliary struct type

Use string fields and do any decoding manually afterwards.

.code json/unmarshaler0.go /var aux struct/,/}/

_Note_: the field tag for `Name` is not needed; the JSON decoder performs a case
insensitive match if the exact form is not found.

* Let's use an auxiliary struct type (cont.)

The rest of the `Parse` function doesn't change much:

.code json/unmarshaler0.go /Person.*Parse/,/^}/

* Can we do better?

* Current solution

Repetition if other types have fields with:

- date fields with same formatting,
- or t-shirt sizes.

Let's make the types smarter so `json.Decoder` will do all the work transparently.

*Goal*: `json.Decoder` should do all the work for me!

* Meet Marshaler and Unmarshaler

Types satisfying `json.Marshaler` define how to be encoded into json.

    type Marshaler interface {
        MarshalJSON() ([]byte, error)
    }

And `json.Unmarshaler` for the decoding part.

    type Unmarshaler interface {
        UnmarshalJSON([]byte) error
    }

* UnmarshalJSON all the things!

* Let's make Person a json.Unmarshaler

Replace:

.code json/unmarshaler0.go /Person.*Parse/

with:

.code json/unmarshaler1.go /Person.*UnmarshalJSON/,/rest of function/

* Let's make Person a json.Unmarshaler (cont.)

And our `main` function becomes:

.play json/unmarshaler1.go /func main/,/^}/

* UnmarshalJSON for enums

Substitute `ParseShirtSize`:

.code json/unmarshaler1.go /ParseShirtSize/

with `UnmarshalJSON`:

.code json/unmarshaler2.go /ShirtSize.*UnmarshalJSON/,/^}/

* UnmarshalJSON for enums (cont.)

Now use `ShirtSize` in the aux struct:

.play json/unmarshaler2.go /Person.*UnmarshalJSON/,/rest of function/

Use the same trick to parse the birthdate.

* Unmarshaling differently formatted dates

Create a new type `Date`:

.code json/unmarshaler3.go /type Date/

And make it a `json.Unmarshaler`:

.code json/unmarshaler3.go /Date.*UnmarshalJSON/,/^}/

* Unmarshaling differently formatted dates (cont.)

Now use `Date` in the aux struct:

.play json/unmarshaler3.go /Person.*UnmarshalJSON/,/^}/

Can this code be shorter?

* Yes!

By making the `Born` field in `Person` of type `Date`.

`Person.UnmarshalJSON` is then equivalent to the default behavior!

It can be safely removed.

.play json/unmarshaler4.go /func main/,/^}/

* Was this really better?

- Code length: 86LoC vs 80LoC

- Reusability of types

- Easier to maintain

- Usage of the standard library

* Other ideas

* Roman numerals

* Roman numerals

Because why not?

.code json/roman_numerals.go /type romanNumeral/

And because Roman numerals are classier

.code json/roman_numerals.go /type Movie/,/^}/

* Roman numerals (cont.)

.play json/roman_numerals.go /func main/,/^}/

* Secret data

* Secret data

Some data is never to be encoded in clear text.

.code json/secret.go /type Person/,/type secret/

Use cryptography to make sure this is safe:

.code json/secret.go /secret.*MarshalJSON/,/^}/

_Note_: This solution is just a toy; don't use it for real systems.

* Secret data (cont.)

And use the same key to decode it when it comes back:

.code json/secret.go /secret.*UnmarshalJSON/,/^}/

* Secret data (cont.)

Let's try it:

.play json/secret.go /func main/,/^}/

* But most JSON enums are boring

* go generate to the rescue!

`go`generate`:

- introduced in Go 1.4
- a tool for package authors
- an extra step before `go`build`

You will see it as comments in the code like:

    //go:generate go tool yacc -o gopher.go -p parser gopher.y

More information in the [[/blog/generate][blog post]].

* code generation tools: stringer

`stringer` generates `String` methods for enum types.

    package painkiller

    //go:generate stringer -type=Pill

    type Pill int

    const (
        Placebo Pill = iota
        Aspirin
        Ibuprofen
        Paracetamol
    )

Call `go`generate`:

    $ go generate $GOPATH/src/path_to_painkiller

which will create a new file containing the `String` definition for `Pill`.

* jsonenums

Around 200 lines of code.

Parses and analyses a package using:

- `go/{ast/build/format/parser/token}`
- `golang.org/x/tools/go/exact`, `golang.org/x/tools/go/types`

And generates the code using:

- `text/template`

And it's on github: [[http://github.com/campoy/jsonenums][github.com/campoy/jsonenums]]

* Demo