/* * Copyright 2025 coze-dev Authors * * Licensed under the Apache License, Version 2.0 (the "License"); * you may not use this file except in compliance with the License. * You may obtain a copy of the License at * * http://www.apache.org/licenses/LICENSE-2.0 * * Unless required by applicable law or agreed to in writing, software * distributed under the License is distributed on an "AS IS" BASIS, * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. * See the License for the specific language governing permissions and * limitations under the License. */ package compose import ( "context" "errors" "fmt" "github.com/cloudwego/eino/compose" "github.com/spf13/cast" "github.com/coze-dev/coze-studio/backend/domain/workflow/entity" "github.com/coze-dev/coze-studio/backend/domain/workflow/entity/vo" "github.com/coze-dev/coze-studio/backend/domain/workflow/internal/nodes" "github.com/coze-dev/coze-studio/backend/domain/workflow/internal/nodes/qa" "github.com/coze-dev/coze-studio/backend/domain/workflow/internal/nodes/selector" ) func (s *NodeSchema) OutputPortCount() (int, bool) { var hasExceptionPort bool if s.ExceptionConfigs != nil && s.ExceptionConfigs.ProcessType != nil && *s.ExceptionConfigs.ProcessType == vo.ErrorProcessTypeExceptionBranch { hasExceptionPort = true } switch s.Type { case entity.NodeTypeSelector: return len(mustGetKey[[]*selector.OneClauseSchema]("Clauses", s.Configs)) + 1, hasExceptionPort case entity.NodeTypeQuestionAnswer: if mustGetKey[qa.AnswerType]("AnswerType", s.Configs.(map[string]any)) == qa.AnswerByChoices { if mustGetKey[qa.ChoiceType]("ChoiceType", s.Configs.(map[string]any)) == qa.FixedChoices { return len(mustGetKey[[]string]("FixedChoices", s.Configs.(map[string]any))) + 1, hasExceptionPort } else { return 2, hasExceptionPort } } return 1, hasExceptionPort case entity.NodeTypeIntentDetector: intents := mustGetKey[[]string]("Intents", s.Configs.(map[string]any)) return len(intents) + 1, hasExceptionPort default: return 1, hasExceptionPort } } type BranchMapping struct { Normal []map[string]bool Exception map[string]bool } const ( DefaultBranch = "default" BranchFmt = "branch_%d" ) func (s *NodeSchema) GetBranch(bMapping *BranchMapping) (*compose.GraphBranch, error) { if bMapping == nil { return nil, errors.New("no branch mapping") } endNodes := make(map[string]bool) for i := range bMapping.Normal { for k := range bMapping.Normal[i] { endNodes[k] = true } } if bMapping.Exception != nil { for k := range bMapping.Exception { endNodes[k] = true } } switch s.Type { case entity.NodeTypeSelector: condition := func(ctx context.Context, in map[string]any) (map[string]bool, error) { choice := in[selector.SelectKey].(int) if choice < 0 || choice > len(bMapping.Normal) { return nil, fmt.Errorf("node %s choice out of range: %d", s.Key, choice) } choices := make(map[string]bool, len((bMapping.Normal)[choice])) for k := range (bMapping.Normal)[choice] { choices[k] = true } return choices, nil } return compose.NewGraphMultiBranch(condition, endNodes), nil case entity.NodeTypeQuestionAnswer: conf := s.Configs.(map[string]any) if mustGetKey[qa.AnswerType]("AnswerType", conf) == qa.AnswerByChoices { choiceType := mustGetKey[qa.ChoiceType]("ChoiceType", conf) condition := func(ctx context.Context, in map[string]any) (map[string]bool, error) { optionID, ok := nodes.TakeMapValue(in, compose.FieldPath{qa.OptionIDKey}) if !ok { return nil, fmt.Errorf("failed to take option id from input map: %v", in) } if optionID.(string) == "other" { return (bMapping.Normal)[len(bMapping.Normal)-1], nil } if choiceType == qa.DynamicChoices { // all dynamic choices maps to branch 0 return (bMapping.Normal)[0], nil } optionIDInt, ok := qa.AlphabetToInt(optionID.(string)) if !ok { return nil, fmt.Errorf("failed to convert option id from input map: %v", optionID) } if optionIDInt < 0 || optionIDInt >= len(bMapping.Normal) { return nil, fmt.Errorf("failed to take option id from input map: %v", in) } return (bMapping.Normal)[optionIDInt], nil } return compose.NewGraphMultiBranch(condition, endNodes), nil } return nil, fmt.Errorf("this qa node should not have branches: %s", s.Key) case entity.NodeTypeIntentDetector: condition := func(ctx context.Context, in map[string]any) (map[string]bool, error) { isSuccess, ok := in["isSuccess"] if ok && isSuccess != nil && !isSuccess.(bool) { return bMapping.Exception, nil } classificationId, ok := nodes.TakeMapValue(in, compose.FieldPath{"classificationId"}) if !ok { return nil, fmt.Errorf("failed to take classification id from input map: %v", in) } // Intent detector the node default branch uses classificationId=0. But currently scene, the implementation uses default as the last element of the array. // Therefore, when classificationId=0, it needs to be converted into the node corresponding to the last index of the array. // Other options also need to reduce the index by 1. id, err := cast.ToInt64E(classificationId) if err != nil { return nil, err } realID := id - 1 if realID >= int64(len(bMapping.Normal)) { return nil, fmt.Errorf("invalid classification id from input, classification id: %v", classificationId) } if realID < 0 { realID = int64(len(bMapping.Normal)) - 1 } return (bMapping.Normal)[realID], nil } return compose.NewGraphMultiBranch(condition, endNodes), nil default: condition := func(ctx context.Context, in map[string]any) (map[string]bool, error) { isSuccess, ok := in["isSuccess"] if ok && isSuccess != nil && !isSuccess.(bool) { return bMapping.Exception, nil } return (bMapping.Normal)[0], nil } return compose.NewGraphMultiBranch(condition, endNodes), nil } }