mirror of https://github.com/databricks/cli.git
Assert customer marshalling is implemented for resources (#1425)
## Changes This PR ensures every resource implements a custom marshaller / unmarshaller. This is required because we directly embed Go SDK structs. which implement custom marshalling overrides. Since the struct is embedded, the [customer marshalling overrides](https://pkg.go.dev/encoding/json#example-package-CustomMarshalJSON) are promoted to the top level. If the embedded struct itself is nil, then JSON marshal / unmarshal will panic because it tries to call `MarshalJSON` / `UnmarshalJSON` on a nil object. Fixing this issue at the Go SDK level does not seem possible. Discussed with @hectorcast-db.
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@ -1,6 +1,8 @@
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package config
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import (
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"encoding/json"
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"reflect"
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"testing"
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"github.com/databricks/cli/bundle/config/paths"
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@ -125,3 +127,57 @@ func TestVerifySafeMergeForRegisteredModels(t *testing.T) {
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err := r.VerifySafeMerge(&other)
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assert.ErrorContains(t, err, "multiple resources named bar (registered_model at bar.yml, registered_model at bar2.yml)")
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}
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// This test ensures that all resources have a custom marshaller and unmarshaller.
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// This is required because DABs resources map to Databricks APIs, and they do so
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// by embedding the corresponding Go SDK structs.
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//
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// Go SDK structs often implement custom marshalling and unmarshalling methods (based on the API specifics).
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// If the Go SDK struct implements custom marshalling and unmarshalling and we do not
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// for the resources at the top level, marshalling and unmarshalling operations will panic.
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// Thus we will be overly cautious and ensure that all resources need a custom marshaller and unmarshaller.
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//
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// Why do we not assert this using an interface to assert MarshalJSON and UnmarshalJSON
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// are implemented at the top level?
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// If a method is implemented for an embedded struct, the top level struct will
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// also have that method and satisfy the interface. This is why we cannot assert
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// that the methods are implemented at the top level using an interface.
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//
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// Why don't we use reflection to assert that the methods are implemented at the
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// top level?
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// Same problem as above, the golang reflection package does not seem to provide
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// a way to directly assert that MarshalJSON and UnmarshalJSON are implemented
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// at the top level.
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func TestCustomMarshallerIsImplemented(t *testing.T) {
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r := Resources{}
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rt := reflect.TypeOf(r)
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for i := 0; i < rt.NumField(); i++ {
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field := rt.Field(i)
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// Fields in Resources are expected be of the form map[string]*resourceStruct
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assert.Equal(t, field.Type.Kind(), reflect.Map, "Resource %s is not a map", field.Name)
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kt := field.Type.Key()
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assert.Equal(t, kt.Kind(), reflect.String, "Resource %s is not a map with string keys", field.Name)
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vt := field.Type.Elem()
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assert.Equal(t, vt.Kind(), reflect.Ptr, "Resource %s is not a map with pointer values", field.Name)
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// Marshalling a resourceStruct will panic if resourceStruct does not have a custom marshaller
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// This is because resourceStruct embeds a Go SDK struct that implements
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// a custom marshaller.
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// Eg: resource.Job implements MarshalJSON
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v := reflect.Zero(vt.Elem()).Interface()
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assert.NotPanics(t, func() {
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json.Marshal(v)
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}, "Resource %s does not have a custom marshaller", field.Name)
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// Unmarshalling a *resourceStruct will panic if the resource does not have a custom unmarshaller
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// This is because resourceStruct embeds a Go SDK struct that implements
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// a custom unmarshaller.
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// Eg: *resource.Job implements UnmarshalJSON
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v = reflect.New(vt.Elem()).Interface()
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assert.NotPanics(t, func() {
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json.Unmarshal([]byte("{}"), v)
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}, "Resource %s does not have a custom unmarshaller", field.Name)
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}
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}
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