feat: manually mirror opencoze's code from bytedance
Change-Id: I09a73aadda978ad9511264a756b2ce51f5761adf
This commit is contained in:
283
backend/domain/workflow/internal/nodes/utils.go
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283
backend/domain/workflow/internal/nodes/utils.go
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@@ -0,0 +1,283 @@
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/*
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* Copyright 2025 coze-dev Authors
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*
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* Licensed under the Apache License, Version 2.0 (the "License");
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* you may not use this file except in compliance with the License.
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* You may obtain a copy of the License at
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*
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* http://www.apache.org/licenses/LICENSE-2.0
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*
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* Unless required by applicable law or agreed to in writing, software
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* distributed under the License is distributed on an "AS IS" BASIS,
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* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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* See the License for the specific language governing permissions and
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* limitations under the License.
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*/
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package nodes
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import (
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"fmt"
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"maps"
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"reflect"
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"strings"
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"github.com/cloudwego/eino/compose"
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"github.com/coze-dev/coze-studio/backend/domain/workflow/entity/vo"
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"github.com/coze-dev/coze-studio/backend/pkg/logs"
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"github.com/coze-dev/coze-studio/backend/pkg/sonic"
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"github.com/coze-dev/coze-studio/backend/types/errno"
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)
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// TakeMapValue extracts the value for specified path from input map.
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// Returns false if map key not exist for specified path.
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func TakeMapValue(m map[string]any, path compose.FieldPath) (any, bool) {
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if m == nil {
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return nil, false
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}
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container := m
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for _, p := range path[:len(path)-1] {
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if _, ok := container[p]; !ok {
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return nil, false
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}
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container = container[p].(map[string]any)
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}
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if v, ok := container[path[len(path)-1]]; ok {
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return v, true
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}
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return nil, false
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}
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func SetMapValue(m map[string]any, path compose.FieldPath, v any) {
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container := m
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for _, p := range path[:len(path)-1] {
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if _, ok := container[p]; !ok {
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container[p] = make(map[string]any)
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}
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container = container[p].(map[string]any)
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}
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container[path[len(path)-1]] = v
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}
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func TemplateRender(template string, vals map[string]interface{}) (string, error) {
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sb := strings.Builder{}
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valsBytes, err := sonic.Marshal(vals)
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if err != nil {
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return "", vo.WrapError(errno.ErrSerializationDeserializationFail, err)
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}
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parts := ParseTemplate(template)
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for idx := range parts {
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part := parts[idx]
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if !part.IsVariable {
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sb.WriteString(part.Value)
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} else {
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renderString, err := part.Render(valsBytes)
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if err != nil {
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return "", err
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}
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sb.WriteString(renderString)
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}
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}
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return sb.String(), nil
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}
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func ExtractJSONString(content string) string {
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if strings.HasPrefix(content, "```") && strings.HasSuffix(content, "```") {
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content = content[3 : len(content)-3]
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}
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if strings.HasPrefix(content, "json") {
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content = content[4:]
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}
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return content
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}
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func ConcatTwoMaps(m1, m2 map[string]any) (map[string]any, error) {
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merged := maps.Clone(m1)
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for k, v := range m2 {
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current, ok := merged[k]
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if !ok || current == nil {
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if vStr, ok := v.(string); ok {
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if vStr == KeyIsFinished {
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continue
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}
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}
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merged[k] = v
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continue
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}
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vStr, ok1 := v.(string)
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currentStr, ok2 := current.(string)
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if ok1 && ok2 {
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if strings.HasSuffix(vStr, KeyIsFinished) {
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vStr = strings.TrimSuffix(vStr, KeyIsFinished)
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}
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merged[k] = currentStr + vStr
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continue
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}
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vMap, ok1 := v.(map[string]any)
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currentMap, ok2 := current.(map[string]any)
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if ok1 && ok2 {
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concatenated, err := ConcatTwoMaps(currentMap, vMap)
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if err != nil {
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return nil, err
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}
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merged[k] = concatenated
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continue
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}
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items, err := toSliceValue([]any{current, v})
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if err != nil {
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logs.Errorf("failed to convert to slice value: %v", err)
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return nil, err
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}
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var cv reflect.Value
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if reflect.TypeOf(v).Kind() == reflect.Map {
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cv, err = concatMaps(items)
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} else {
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cv, err = concatSliceValue(items)
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}
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if err != nil {
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return nil, err
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}
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merged[k] = cv.Interface()
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}
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return merged, nil
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}
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// the following codes are copied from github.com/cloudwego/eino
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func concatMaps(ms reflect.Value) (reflect.Value, error) {
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typ := ms.Type().Elem()
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rms := reflect.MakeMap(reflect.MapOf(typ.Key(), reflect.TypeOf((*[]any)(nil)).Elem()))
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ret := reflect.MakeMap(typ)
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n := ms.Len()
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for i := 0; i < n; i++ {
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m := ms.Index(i)
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for _, key := range m.MapKeys() {
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vals := rms.MapIndex(key)
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if !vals.IsValid() {
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var s []any
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vals = reflect.ValueOf(s)
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}
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val := m.MapIndex(key)
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vals = reflect.Append(vals, val)
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rms.SetMapIndex(key, vals)
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}
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}
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for _, key := range rms.MapKeys() {
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vals := rms.MapIndex(key)
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anyVals := vals.Interface().([]any)
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v, err := toSliceValue(anyVals)
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if err != nil {
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return reflect.Value{}, err
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}
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var cv reflect.Value
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if v.Type().Elem().Kind() == reflect.Map {
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cv, err = concatMaps(v)
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} else {
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cv, err = concatSliceValue(v)
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}
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if err != nil {
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return reflect.Value{}, err
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}
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ret.SetMapIndex(key, cv)
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}
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return ret, nil
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}
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func concatSliceValue(val reflect.Value) (reflect.Value, error) {
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elmType := val.Type().Elem()
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if val.Len() == 1 {
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return val.Index(0), nil
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}
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f := GetConcatFunc(elmType)
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if f != nil {
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return f(val)
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}
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// if all elements in the slice are empty, return an empty value
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// if there is exactly one non-empty element in the slice, return that non-empty element
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// otherwise, throw an error.
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var filtered reflect.Value
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for i := 0; i < val.Len(); i++ {
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oneVal := val.Index(i)
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if !oneVal.IsZero() {
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if filtered.IsValid() {
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return reflect.Value{}, fmt.Errorf("cannot concat multiple non-zero value of type %s", elmType)
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}
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filtered = oneVal
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}
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}
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if !filtered.IsValid() {
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filtered = reflect.New(elmType).Elem()
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}
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return filtered, nil
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}
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func toSliceValue(vs []any) (reflect.Value, error) {
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typ := reflect.TypeOf(vs[0])
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ret := reflect.MakeSlice(reflect.SliceOf(typ), len(vs), len(vs))
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ret.Index(0).Set(reflect.ValueOf(vs[0]))
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for i := 1; i < len(vs); i++ {
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v := vs[i]
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vt := reflect.TypeOf(v)
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if typ != vt {
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return reflect.Value{}, fmt.Errorf("unexpected slice element type. Got %v, expected %v", typ, vt)
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}
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ret.Index(i).Set(reflect.ValueOf(v))
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}
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return ret, nil
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}
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var (
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concatFunctions = map[reflect.Type]any{}
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)
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func RegisterStreamChunkConcatFunc[T any](fn func([]T) (T, error)) {
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concatFunctions[reflect.TypeOf((*T)(nil)).Elem()] = fn
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}
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func GetConcatFunc(typ reflect.Type) func(reflect.Value) (reflect.Value, error) {
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if fn, ok := concatFunctions[typ]; ok {
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return func(a reflect.Value) (reflect.Value, error) {
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rvs := reflect.ValueOf(fn).Call([]reflect.Value{a})
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var err error
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if !rvs[1].IsNil() {
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err = rvs[1].Interface().(error)
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}
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return rvs[0], err
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}
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}
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return nil
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}
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