


Dynamically Parsing YAML Fields to Specific Structs in Go
Determining the optimal approach to dynamically parse YAML fields into predefined structs can be a common challenge in Go. Let's examine the provided scenario and explore the best options available.
The Challenge
Given YAML files with varying content and a set of structs representing different data types, the goal is to dynamically parse these fields into the appropriate structs. The provided approach involves using an intermediate map, but a more elegant solution is sought.
Solution
Utilizing the YAML v2.1.0 Yaml parser, here's an improved approach:
<code class="go">type yamlNode struct { unmarshal func(interface{}) error } func (n *yamlNode) UnmarshalYAML(unmarshal func(interface{}) error) error { n.unmarshal = unmarshal return nil } type Spec struct { Kind string `yaml:"kind"` Spec interface{} `yaml:"-"` }</code>
<code class="go">func (s *Spec) UnmarshalYAML(unmarshal func(interface{}) error) error { type S Spec type T struct { S `yaml:",inline"` Spec yamlNode `yaml:"spec"` } obj := &T{} if err := unmarshal(obj); err != nil { return err } *s = Spec(obj.S) switch s.Kind { case "foo": s.Spec = new(Foo) case "bar": s.Spec = new(Bar) default: panic("kind unknown") } return obj.Spec.unmarshal(s.Spec) }</code>
This solution elegantly handles the dynamic parsing by embedding the struct's kind and spec field in the T type. The yamlNode type facilitates the unmarshaling of the Spec interface, allowing for the selection of the appropriate concrete struct.
Updated Approaches for YAML v3
For YAML v3, a similar approach can be used, with minor adjustments:
<code class="go">type Spec struct { Kind string `yaml:"kind"` Spec interface{} `yaml:"-"` }</code>
<code class="go">func (s *Spec) UnmarshalYAML(n *yaml.Node) error { type S Spec type T struct { *S `yaml:",inline"` Spec yaml.Node `yaml:"spec"` } obj := &T{S: (*S)(s)} if err := n.Decode(obj); err != nil { return err } switch s.Kind { case "foo": s.Spec = new(Foo) case "bar": s.Spec = new(Bar) default: panic("kind unknown") } return obj.Spec.Decode(s.Spec) }</code>
These updated approaches provide a more direct and efficient method for dynamically parsing YAML fields into the desired struct types without the need for intermediate maps or additional steps.
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