Is it possible in Go to create a struct type programmatically (i.e. not in the compiled source code)?
We have a particular use case where a type will be created via user-defined metadata (so the schema/types are not known in advance) and will vary for every customer. We would then need to auto-generate REST services for those and persist them in a NoSQL backend. We would also need to define different dynamic validators per field (e.g. mandatory, regex, max/min size, max/min value, a reference to another type instance, etc.)
I was wondering if something similar is possible in the Go?
Edit 1:
For example
From frontend in JSON
For customer 1:
{
"id":1,
"patientid":1,
"name":"test1",
"height":"160",
"weight":"70",
"temp":"98"
}
For customer 2:
{
"id":2,
"patientid":1,
"name":"test1",
"height":"160",
"weight":"70"
}
For customer 3
may be different new fields will add
Backend
// For One customer need to have these fields
type Vitalsigns struct {
ID int64 `datastore:"-"`
PatientID int64 `json:"patientid,omitempty"`
Name string `json:"name,omitempty"`
Height string `json:"height,omitempty"`
Weight string `json:"weight,omitempty"`
Temp string `json:"temp,omitempty"`
}
// Another need to have these fields
type Vitalsigns struct {
ID int64 `datastore:"-"`
PatientID int64 `json:"patientid,omitempty"`
Name string `json:"name,omitempty"`
Height string `json:"height,omitempty"`
Weight string `json:"weight,omitempty"`
}
//CreateVitalsignsHandler is to create vitals for a patient
func CreateVitalsignsHandler(w http.ResponseWriter, r *http.Request, ps httprouter.Params) {
//Creating the Vitalsigns
kinVitalsigns := &Vitalsigns{}
ctx := appengine.NewContext(r)
if err := json.NewDecoder(r.Body).Decode(kinVitalsigns); err != nil {
RespondErr(w, r, http.StatusInternalServerError, err.Error())
return
}
//Getting namespace
namespace := ps.ByName("namespace")
ctx, err := appengine.Namespace(ctx, namespace)
if err != nil {
log.Infof(ctx, "Namespace error from CreateVitalsignsHandler")
RespondErr(w, r, http.StatusInternalServerError, err.Error())
return
}
//Geting the patientID
pID, err := strconv.Atoi(ps.ByName("id"))
if err != nil {
log.Infof(ctx, "Srting to Int64 conversion error from CreateVitalsignsHandler")
RespondErr(w, r, http.StatusInternalServerError, err.Error())
return
}
patientID := int64(pID)
kinVitalsigns.PatientID = patientID
//Generating the key
vitalsignsKey := datastore.NewIncompleteKey(ctx, "Vitalsigns", nil)
//Inserting the data to the datastore
vk, err := datastore.Put(ctx, vitalsignsKey, kinVitalsigns)
if err != nil {
log.Infof(ctx, "Entity creation was failed from CreateVitalsignsHandler")
RespondErr(w, r, http.StatusInternalServerError, err.Error())
return
}
kinVitalsigns.ID = vk.IntID()
message := "Vitalsigns created successfully!! "
Respond(w, r, http.StatusOK, SuccessResponse{kinVitalsigns.ID, 0, "", message})
return
}
Edit: Your edit reveals you want to handle dynamic objects to put / retrieve from Google Datastore. For this it is completely unnecessary to create struct types at runtime, you may just use a dynamic map presented in this answer: How can I have dynamic properties in go on the google app engine datastore.
Original answer follows.
Note that if the types are known at compile time, best / most efficient is to create the types and compile them, so everything will be "static". You may create the types manually, or you may use go generate to automate the process.
Also note that you may not necessarily need struct types to model dynamic objects, many times maps may be sufficient.
If types are not known at compile time, and struct types are a must, read on.
Yes, it's possible to create "dynamic" struct types at runtime using Go's reflection, specifically with the reflect.StructOf() function.
Let's see a simple example, creating a struct type at runtime that has a Name string and an Age int field:
t := reflect.StructOf([]reflect.StructField{
{
Name: "Name",
Type: reflect.TypeOf(""), // string
},
{
Name: "Age",
Type: reflect.TypeOf(0), // int
},
})
fmt.Println(t)
v := reflect.New(t)
fmt.Printf("%+v
", v)
v.Elem().FieldByName("Name").Set(reflect.ValueOf("Bob"))
v.Elem().FieldByName("Age").Set(reflect.ValueOf(12))
fmt.Printf("%+v
", v)
This outputs (try it on the Go Playground):
struct { Name string; Age int }
&{Name: Age:0}
&{Name:Bob Age:12}
If you want to define validation rules, you may use a 3rd party lib for that, for example github.com/go-validator/validator. This package uses struct tags to specify validation rules, struct tags which you may also specify using reflection.
For example, if you want to specify that the Name must be at least 3 characters and 40 at most, and it may only contain letters of the English alphabet, and valid range for Age is 6..100 (both inclusive), this is how it would look like:
t := reflect.StructOf([]reflect.StructField{
{
Name: "Name",
Type: reflect.TypeOf(""), // string
Tag: reflect.StructTag(`validate:"min=3,max=40,regexp=^[a-zA-Z]*$"`),
},
{
Name: "Age",
Type: reflect.TypeOf(0), // int
Tag: reflect.StructTag(`validate:"min=6,max=100"`),
},
})
Printing this type would output (wrapped by me) (try it on the Go Playground):
struct { Name string "validate:\"min=3,max=40,regexp=^[a-zA-Z]*$\"";
Age int "validate:\"min=6,max=100\"" }
Once you create an instance of this struct, you can validate it using the validator.Validate() function, e.g.:
v := reflect.New(t)
v.Elem().FieldByName("Name").Set(reflect.ValueOf("Bob"))
v.Elem().FieldByName("Age").Set(reflect.ValueOf(12))
if errs := validator.Validate(v.Elem().Interface()); errs != nil {
// values not valid, deal with errors here
}