如何检查json是否与struct / struct字段匹配

Question

Is there an easy way to check if each field of myStruct was mapped by using json.Unmarshal(jsonData, &myStruct).

The only way I could image is to define each field of a struct as pointer, otherwise you will always get back an initialized struct. So every jsonString that is an object (even an empty one {}) will return an initialized struct and you cannot tell if the json represented your struct.

The only solution I could think of is quite uncomfortable:

package main

import (
    "encoding/json"
    "fmt"
)

type Person struct {
    Name *string `json:name`
    Age  *int    `json:age`
    Male *bool   `json:male`
}

func main() {
    var p *Person
    err := json.Unmarshal([]byte("{}"), &p)
    // handle parse error
    if err != nil {
        return
    }

    // handle json did not match error
    if p.Name == nil || p.Age == nil || p.Male == nil {
        return
    }

    // now use the fields with dereferencing and hope you did not forget a nil check
    fmt.Println("Hello " + *p.Name)
}

Maybe one could use a library like govalidator and use SetFieldsRequiredByDefault. But then you still have to execute the validation and still you are left with the whole pointer dereferencing for value retrieval and the risk of nil pointer.

What I would like is a function that returns my unmarshaled json as a struct or an error if the fields did not match. The only thing the golang json library offers is an option to fail on unknown fields but not to fail on missing fields.

Any idea?

Answer 1

Another way would be to implement your own json.Unmarshaler which uses reflection (similar to the default json unmarshaler):

There are a few points to consider:

• if speed is of great importance to you then you should write a benchmark to see how big the impact of the extra reflection is. I suspect its negligible but it can't hurt to write a small go benchmark to get some numbers.
• the stdlib will unmarshal all numbers in your json input into floats. So if you use reflection to set integer fields then you need to provide the corresponding conversion yourself (see TODO in example below)
• the json.Decoder.DisallowUnknownFields function will not work as expected with your type. You need to implement this yourself (see example below)
• if you decide to take this approach you will make your code more complex and thus harder to understand and maintain. Are you actually sure you must know if fields are omitted? Maybe you can refactor your fields to make good usage of the zero values?

Here a fully executable test of this approach:

package sandbox

import (
    "encoding/json"
    "errors"
    "reflect"
    "strings"
    "testing"
)

type Person struct {
    Name string
    City string
}

func (p *Person) UnmarshalJSON(data []byte) error {
    var m map[string]interface{}
    err := json.Unmarshal(data, &m)
    if err != nil {
        return err
    }

    v := reflect.ValueOf(p).Elem()
    t := v.Type()

    var missing []string
    for i := 0; i < t.NumField(); i++ {
        field := t.Field(i)
        val, ok := m[field.Name]
        delete(m, field.Name)
        if !ok {
            missing = append(missing, field.Name)
            continue
        }

        switch field.Type.Kind() {
        // TODO: if the field is an integer you need to transform the val from float
        default:
            v.Field(i).Set(reflect.ValueOf(val))
        }
    }

    if len(missing) > 0 {
        return errors.New("missing fields: " + strings.Join(missing, ", "))
    }

    if len(m) > 0 {
        extra := make([]string, 0, len(m))
        for field := range m {
            extra = append(extra, field)
        }
        // TODO: consider sorting the output to get deterministic errors:
        // sort.Strings(extra)
        return errors.New("unknown fields: " + strings.Join(extra, ", "))
    }

    return nil
}

func TestJSONDecoder(t *testing.T) {
    cases := map[string]struct {
        in       string
        err      string
        expected Person
    }{
        "Empty object": {
            in:       `{}`,
            err:      "missing fields: Name, City",
            expected: Person{},
        },
        "Name missing": {
            in:       `{"City": "Berlin"}`,
            err:      "missing fields: Name",
            expected: Person{City: "Berlin"},
        },
        "Age missing": {
            in:       `{"Name": "Friedrich"}`,
            err:      "missing fields: City",
            expected: Person{Name: "Friedrich"},
        },
        "Unknown field": {
            in:       `{"Name": "Friedrich", "City": "Berlin", "Test": true}`,
            err:      "unknown fields: Test",
            expected: Person{Name: "Friedrich", City: "Berlin"},
        },
        "OK": {
            in:       `{"Name": "Friedrich", "City": "Berlin"}`,
            expected: Person{Name: "Friedrich", City: "Berlin"},
        },
    }

    for name, c := range cases {
        t.Run(name, func(t *testing.T) {
            var actual Person
            r := strings.NewReader(c.in)
            err := json.NewDecoder(r).Decode(&actual)
            switch {
            case err != nil && c.err == "":
                t.Errorf("Expected no error but go %v", err)
            case err == nil && c.err != "":
                t.Errorf("Did not return expected error %v", c.err)
            case err != nil && err.Error() != c.err:
                t.Errorf("Expected error %q but got %v", c.err, err)
            }

            if !reflect.DeepEqual(c.expected, actual) {
                t.Errorf("
Want: %+v
Got:  %+v", c.expected, actual)
            }
        })
    }
}