300 lines
8.2 KiB
Go
300 lines
8.2 KiB
Go
package toolbox
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import (
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"context"
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"encoding/json"
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"errors"
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"fmt"
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"log/slog"
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"reflect"
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"strings"
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"sync"
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)
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type FuncResponse struct {
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Result string
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Source string
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}
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type funcCache struct {
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sync.RWMutex
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m map[reflect.Type]function
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}
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func (c *funcCache) get(value reflect.Value) (function, bool) {
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c.RLock()
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defer c.RUnlock()
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fn, ok := c.m[value.Type()]
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if ok {
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slog.Info("cache hit for function", "function", value.Type().String())
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}
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return fn, ok
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}
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func (c *funcCache) set(value reflect.Value, fn function) {
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c.Lock()
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defer c.Unlock()
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c.m[value.Type()] = fn
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}
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var cache = funcCache{m: map[reflect.Type]function{}}
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type arg struct {
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Name string
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Type reflect.Type
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Index int
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Values []string
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Optional bool
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Array bool
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Description string
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}
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func (a arg) Schema() map[string]any {
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var res = map[string]any{}
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if a.Array {
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res["type"] = "array"
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res["items"] = map[string]any{"type": a.Type.Kind().String()}
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} else {
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res["type"] = a.Type.Name()
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}
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if !a.Optional {
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res["required"] = true
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}
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if len(a.Values) > 0 {
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res["enum"] = a.Values
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}
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if a.Description != "" {
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res["description"] = a.Description
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}
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return res
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}
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type function struct {
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fn reflect.Value
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argType reflect.Type
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args map[string]arg
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}
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var ErrInvalidFunction = errors.New("invalid function")
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// analyzeFuncFromReflect extracts metadata from a reflect.Value representing a function and returns a structured result.
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// It maps the function's parameter names to their corresponding reflect.Type and encapsulates them in a function struct.
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// Returns a function struct with extracted information and an error if the operation fails.
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// The first parameter to the function must be a *Context.
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// The second parameter to the function must be a struct, all the fields of which will be passed as arguments to the
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// function to be analyzed.
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// Struct tags supported are:
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// - `name:"<name>"` to specify the name of the parameter (default is the field name)
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// - `description:"<description>"` to specify a description of the parameter (default is "")
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// - `values:"<value1>,<value2>,..."` to specify a list of possible values for the parameter (default is "") only for
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// string, int, and float types
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//
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// Allowed types on the struct are:
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// - string, *string, []string
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// - int, *int, []int
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// - float64, *float64, []float64
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// - bool, *bool, []bool
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//
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// Pointer types imply that the parameter is optional.
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// The function must have at most 2 parameters.
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// The function must return a string and an error.
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// The function must be of the form `func(*agent.Context, T) (FuncResponse, error)`.
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func analyzeFuncFromReflect(fn reflect.Value) (function, error) {
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if f, ok := cache.get(fn); ok {
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return f, nil
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}
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var res function
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t := fn.Type()
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args := map[string]arg{}
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for i := 0; i < t.NumIn(); i++ {
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if i == 0 {
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if t.In(i).String() != "*agent.Context" {
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return res, fmt.Errorf("%w: first parameter must be *agent.Context", ErrInvalidFunction)
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}
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continue
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} else if i == 1 {
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if t.In(i).Kind() != reflect.Struct {
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return res, fmt.Errorf("%w: second parameter must be a struct", ErrInvalidFunction)
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}
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res.argType = t.In(i)
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for j := 0; j < res.argType.NumField(); j++ {
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field := res.argType.Field(j)
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a := arg{
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Name: field.Name,
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Type: field.Type,
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Index: j,
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Description: "",
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}
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ft := field.Type
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// if it's a pointer, it's optional
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if ft.Kind() == reflect.Ptr {
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a.Optional = true
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ft = ft.Elem()
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} else if ft.Kind() == reflect.Slice {
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a.Array = true
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ft = ft.Elem()
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}
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if ft.Kind() != reflect.String && ft.Kind() != reflect.Int && ft.Kind() != reflect.Float64 && ft.Kind() != reflect.Bool {
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return res, fmt.Errorf("%w: unsupported type %s", ErrInvalidFunction, ft.Kind().String())
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}
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a.Type = ft
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if name, ok := field.Tag.Lookup("name"); ok {
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a.Name = name
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a.Name = strings.TrimSpace(a.Name)
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if a.Name == "" {
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return res, fmt.Errorf("%w: name tag cannot be empty", ErrInvalidFunction)
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}
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}
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if description, ok := field.Tag.Lookup("description"); ok {
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a.Description = description
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}
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if values, ok := field.Tag.Lookup("values"); ok {
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a.Values = strings.Split(values, ",")
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for i, v := range a.Values {
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a.Values[i] = strings.TrimSpace(v)
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}
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if ft.Kind() != reflect.String && ft.Kind() != reflect.Int && ft.Kind() != reflect.Float64 {
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return res, fmt.Errorf("%w: values tag only supported for string, int, and float types", ErrInvalidFunction)
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}
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}
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args[field.Name] = a
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}
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} else {
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return res, fmt.Errorf("%w: function must have at most 2 parameters", ErrInvalidFunction)
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}
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}
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// finally ensure that the function returns a FuncResponse and an error
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if t.NumOut() != 2 || t.Out(0).String() != "agent.FuncResponse" || t.Out(1).String() != "error" {
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return res, fmt.Errorf("%w: function must return a FuncResponse and an error", ErrInvalidFunction)
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}
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cache.set(fn, res)
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return res, nil
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}
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func analyzeFunction[T any, AgentContext any](fn func(AgentContext, T) (FuncResponse, error)) (function, error) {
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return analyzeFuncFromReflect(reflect.ValueOf(fn))
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}
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// Execute will execute the given function with the given context and arguments.
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// Returns the result of the execution and an error if the operation fails.
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// The arguments must be a JSON-encoded string that represents the struct to be passed to the function.
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func (f function) Execute(ctx context.Context, args string) (FuncResponse, error) {
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var m = map[string]any{}
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err := json.Unmarshal([]byte(args), &m)
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if err != nil {
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return FuncResponse{}, fmt.Errorf("failed to unmarshal arguments: %w", err)
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}
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var obj = reflect.New(f.argType).Elem()
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// TODO: ensure that "required" fields are present in the arguments
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for name, a := range f.args {
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if v, ok := m[name]; ok {
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if a.Array {
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if v == nil {
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continue
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}
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switch a.Type.Kind() {
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case reflect.String:
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s := v.([]string)
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slice := reflect.MakeSlice(reflect.SliceOf(reflect.TypeOf("")), len(s), len(s))
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for i, str := range s {
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slice.Index(i).SetString(str)
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}
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obj.Field(a.Index).Set(slice)
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case reflect.Int:
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i := v.([]int)
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slice := reflect.MakeSlice(reflect.SliceOf(reflect.TypeOf(0)), len(i), len(i))
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for i, in := range i {
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slice.Index(i).SetInt(int64(in))
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}
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obj.Field(a.Index).Set(slice)
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case reflect.Float64:
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f := v.([]float64)
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slice := reflect.MakeSlice(reflect.SliceOf(reflect.TypeOf(0.0)), len(f), len(f))
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for i, fl := range f {
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slice.Index(i).SetFloat(fl)
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}
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obj.Field(a.Index).Set(slice)
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case reflect.Bool:
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b := v.([]bool)
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slice := reflect.MakeSlice(reflect.SliceOf(reflect.TypeOf(false)), len(b), len(b))
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for i, b := range b {
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slice.Index(i).SetBool(b)
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}
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obj.Field(a.Index).Set(slice)
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default:
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return FuncResponse{}, fmt.Errorf("unsupported type %s for field %s", a.Type.Kind().String(), name)
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}
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} else if a.Optional {
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if v == nil {
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continue
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}
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switch a.Type.Kind() {
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case reflect.String:
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str := v.(string)
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obj.Field(a.Index).Set(reflect.ValueOf(&str))
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case reflect.Int:
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i := v.(int)
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obj.Field(a.Index).Set(reflect.ValueOf(&i))
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case reflect.Float64:
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f := v.(float64)
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obj.Field(a.Index).Set(reflect.ValueOf(&f))
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case reflect.Bool:
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b := v.(bool)
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obj.Field(a.Index).Set(reflect.ValueOf(&b))
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default:
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return FuncResponse{}, fmt.Errorf("unsupported type %s for field %s", a.Type.Kind().String(), name)
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}
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} else {
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switch a.Type.Kind() {
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case reflect.String:
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obj.Field(a.Index).SetString(v.(string))
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case reflect.Int:
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obj.Field(a.Index).SetInt(int64(v.(int)))
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case reflect.Float64:
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obj.Field(a.Index).SetFloat(v.(float64))
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case reflect.Bool:
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obj.Field(a.Index).SetBool(v.(bool))
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default:
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return FuncResponse{}, fmt.Errorf("unsupported type %s for field %s", a.Type.Kind().String(), name)
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}
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}
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}
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}
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res := f.fn.Call([]reflect.Value{reflect.ValueOf(ctx), obj})
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if res[1].IsNil() {
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return res[0].Interface().(FuncResponse), nil
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}
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return FuncResponse{}, res[1].Interface().(error)
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}
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