236 lines
6.5 KiB
Go
236 lines
6.5 KiB
Go
// Package jsonschema provides very simple functionality for representing a JSON schema as a
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// (nested) struct. This struct can be used with the chat completion "function call" feature.
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// For more complicated schemas, it is recommended to use a dedicated JSON schema library
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// and/or pass in the schema in []byte format.
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package jsonschema
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import (
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"encoding/json"
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"fmt"
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"reflect"
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"strconv"
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"strings"
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)
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type DataType string
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const (
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Object DataType = "object"
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Number DataType = "number"
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Integer DataType = "integer"
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String DataType = "string"
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Array DataType = "array"
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Null DataType = "null"
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Boolean DataType = "boolean"
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)
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// Definition is a struct for describing a JSON Schema.
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// It is fairly limited, and you may have better luck using a third-party library.
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type Definition struct {
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// Type specifies the data type of the schema.
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Type DataType `json:"type,omitempty"`
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// Description is the description of the schema.
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Description string `json:"description,omitempty"`
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// Enum is used to restrict a value to a fixed set of values. It must be an array with at least
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// one element, where each element is unique. You will probably only use this with strings.
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Enum []string `json:"enum,omitempty"`
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// Properties describes the properties of an object, if the schema type is Object.
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Properties map[string]Definition `json:"properties,omitempty"`
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// Required specifies which properties are required, if the schema type is Object.
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Required []string `json:"required,omitempty"`
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// Items specifies which data type an array contains, if the schema type is Array.
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Items *Definition `json:"items,omitempty"`
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// AdditionalProperties is used to control the handling of properties in an object
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// that are not explicitly defined in the properties section of the schema. example:
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// additionalProperties: true
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// additionalProperties: false
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// additionalProperties: jsonschema.Definition{Type: jsonschema.String}
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AdditionalProperties any `json:"additionalProperties,omitempty"`
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// Whether the schema is nullable or not.
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Nullable bool `json:"nullable,omitempty"`
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// Ref Reference to a definition in $defs or external schema.
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Ref string `json:"$ref,omitempty"`
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// Defs A map of reusable schema definitions.
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Defs map[string]Definition `json:"$defs,omitempty"`
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}
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func (d *Definition) MarshalJSON() ([]byte, error) {
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if d.Properties == nil {
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d.Properties = make(map[string]Definition)
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}
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type Alias Definition
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return json.Marshal(struct {
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Alias
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}{
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Alias: (Alias)(*d),
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})
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}
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func (d *Definition) Unmarshal(content string, v any) error {
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return VerifySchemaAndUnmarshal(*d, []byte(content), v)
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}
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func GenerateSchemaForType(v any) (*Definition, error) {
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var defs = make(map[string]Definition)
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def, err := reflectSchema(reflect.TypeOf(v), defs)
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if err != nil {
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return nil, err
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}
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// If the schema has a root $ref, resolve it by:
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// 1. Extracting the key from the $ref.
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// 2. Detaching the referenced definition from $defs.
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// 3. Checking for self-references in the detached definition.
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// - If a self-reference is found, restore the original $defs structure.
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// 4. Flattening the referenced definition into the root schema.
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// 5. Clearing the $ref field in the root schema.
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if def.Ref != "" {
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origRef := def.Ref
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key := strings.TrimPrefix(origRef, "#/$defs/")
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if root, ok := defs[key]; ok {
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delete(defs, key)
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root.Defs = defs
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if containsRef(root, origRef) {
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root.Defs = nil
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defs[key] = root
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}
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*def = root
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}
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def.Ref = ""
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}
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def.Defs = defs
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return def, nil
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}
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func reflectSchema(t reflect.Type, defs map[string]Definition) (*Definition, error) {
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var d Definition
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switch t.Kind() {
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case reflect.String:
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d.Type = String
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case reflect.Int, reflect.Int8, reflect.Int16, reflect.Int32, reflect.Int64,
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reflect.Uint, reflect.Uint8, reflect.Uint16, reflect.Uint32, reflect.Uint64:
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d.Type = Integer
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case reflect.Float32, reflect.Float64:
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d.Type = Number
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case reflect.Bool:
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d.Type = Boolean
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case reflect.Slice, reflect.Array:
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d.Type = Array
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items, err := reflectSchema(t.Elem(), defs)
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if err != nil {
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return nil, err
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}
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d.Items = items
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case reflect.Struct:
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if t.Name() != "" {
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if _, ok := defs[t.Name()]; !ok {
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defs[t.Name()] = Definition{}
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object, err := reflectSchemaObject(t, defs)
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if err != nil {
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return nil, err
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}
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defs[t.Name()] = *object
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}
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return &Definition{Ref: "#/$defs/" + t.Name()}, nil
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}
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d.Type = Object
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d.AdditionalProperties = false
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object, err := reflectSchemaObject(t, defs)
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if err != nil {
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return nil, err
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}
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d = *object
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case reflect.Ptr:
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definition, err := reflectSchema(t.Elem(), defs)
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if err != nil {
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return nil, err
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}
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d = *definition
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case reflect.Invalid, reflect.Uintptr, reflect.Complex64, reflect.Complex128,
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reflect.Chan, reflect.Func, reflect.Interface, reflect.Map,
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reflect.UnsafePointer:
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return nil, fmt.Errorf("unsupported type: %s", t.Kind().String())
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default:
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}
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return &d, nil
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}
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func reflectSchemaObject(t reflect.Type, defs map[string]Definition) (*Definition, error) {
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var d = Definition{
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Type: Object,
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AdditionalProperties: false,
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}
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properties := make(map[string]Definition)
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var requiredFields []string
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for i := 0; i < t.NumField(); i++ {
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field := t.Field(i)
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if !field.IsExported() {
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continue
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}
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jsonTag := field.Tag.Get("json")
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var required = true
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switch {
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case jsonTag == "-":
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continue
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case jsonTag == "":
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jsonTag = field.Name
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case strings.HasSuffix(jsonTag, ",omitempty"):
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jsonTag = strings.TrimSuffix(jsonTag, ",omitempty")
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required = false
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}
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item, err := reflectSchema(field.Type, defs)
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if err != nil {
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return nil, err
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}
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description := field.Tag.Get("description")
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if description != "" {
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item.Description = description
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}
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enum := field.Tag.Get("enum")
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if enum != "" {
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item.Enum = strings.Split(enum, ",")
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}
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if n := field.Tag.Get("nullable"); n != "" {
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nullable, _ := strconv.ParseBool(n)
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item.Nullable = nullable
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}
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properties[jsonTag] = *item
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if s := field.Tag.Get("required"); s != "" {
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required, _ = strconv.ParseBool(s)
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}
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if required {
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requiredFields = append(requiredFields, jsonTag)
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}
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}
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d.Required = requiredFields
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d.Properties = properties
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return &d, nil
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}
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func containsRef(def Definition, targetRef string) bool {
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if def.Ref == targetRef {
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return true
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}
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for _, d := range def.Defs {
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if containsRef(d, targetRef) {
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return true
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}
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}
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for _, prop := range def.Properties {
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if containsRef(prop, targetRef) {
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return true
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}
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}
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if def.Items != nil && containsRef(*def.Items, targetRef) {
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return true
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}
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return false
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}
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