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gen2d/backend/internal/service/pipeline.go
T

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package service
import (
"context"
"fmt"
"gen2d/internal/logger"
"github.com/cloudwego/eino/compose"
)
const (
nodePromptOptimizer = "prompt_optimizer"
nodeAssetGenerator = "asset_generator"
nodeQualitySupervisor = "quality_supervisor"
nodeFormatAdapter = "format_adapter"
)
// ProgressReporter 管线进度回调:stage 为当前节点名,progress 为 0-100。
type ProgressReporter func(stage string, progress int)
type progressKeyType struct{}
var progressCtxKey progressKeyType
// WithProgressReporter 将进度回调注入 context。
func WithProgressReporter(ctx context.Context, r ProgressReporter) context.Context {
return context.WithValue(ctx, progressCtxKey, r)
}
// reportProgress 从 context 取出回调上报进度。
func reportProgress(ctx context.Context, stage string, progress int) {
if r, ok := ctx.Value(progressCtxKey).(ProgressReporter); ok {
r(stage, progress)
}
}
// NewGenerateGraph 创建生成管线 Graph(PromptOptimizer → AssetGenerator → QualitySupervisor → FormatAdapter)。
//
// START → PromptOptimizer → AssetGenerator → QualitySupervisor
// ├── pass → FormatAdapter → END
// └── fail, retry<3 → PromptOptimizer
// └── fail, retry>=3 → FormatAdapter (降级)
func NewGenerateGraph() (*compose.Graph[PipelineInput, PipelineOutput], error) {
g := compose.NewGraph[PipelineInput, PipelineOutput](
compose.WithGenLocalState(func(ctx context.Context) *PipelineState {
return &PipelineState{}
}),
)
if err := g.AddLambdaNode(nodePromptOptimizer, promptOptimizerNode,
compose.WithStatePreHandler(promptOptimizerPreHandler),
compose.WithStatePostHandler(promptOptimizerPostHandler),
); err != nil {
return nil, fmt.Errorf("add %s node: %w", nodePromptOptimizer, err)
}
if err := g.AddLambdaNode(nodeAssetGenerator, assetGeneratorNode,
compose.WithStatePostHandler(assetGeneratorPostHandler),
); err != nil {
return nil, fmt.Errorf("add %s node: %w", nodeAssetGenerator, err)
}
if err := g.AddLambdaNode(nodeQualitySupervisor, qualitySupervisorNode); err != nil {
return nil, fmt.Errorf("add %s node: %w", nodeQualitySupervisor, err)
}
if err := g.AddLambdaNode(nodeFormatAdapter, formatAdapterNode); err != nil {
return nil, fmt.Errorf("add %s node: %w", nodeFormatAdapter, err)
}
// 连线:START → PromptOptimizer → AssetGenerator → Supervisor
if err := g.AddEdge(compose.START, nodePromptOptimizer); err != nil {
return nil, fmt.Errorf("add edge START->%s: %w", nodePromptOptimizer, err)
}
if err := g.AddEdge(nodePromptOptimizer, nodeAssetGenerator); err != nil {
return nil, fmt.Errorf("add edge %s->%s: %w", nodePromptOptimizer, nodeAssetGenerator, err)
}
if err := g.AddEdge(nodeAssetGenerator, nodeQualitySupervisor); err != nil {
return nil, fmt.Errorf("add edge %s->%s: %w", nodeAssetGenerator, nodeQualitySupervisor, err)
}
if err := g.AddEdge(nodeFormatAdapter, compose.END); err != nil {
return nil, fmt.Errorf("add edge %s->END: %w", nodeFormatAdapter, err)
}
// 连线:质检分支(从 state.NextNode 读取路由目标)
if err := g.AddBranch(nodeQualitySupervisor, compose.NewGraphBranch(
func(ctx context.Context, _ PipelineInput) (string, error) {
var next string
_ = compose.ProcessState[*PipelineState](ctx, func(_ context.Context, state *PipelineState) error {
next = state.NextNode
return nil
})
return next, nil
},
map[string]bool{nodePromptOptimizer: true, nodeFormatAdapter: true},
)); err != nil {
return nil, fmt.Errorf("add branch at %s: %w", nodeQualitySupervisor, err)
}
return g, nil
}
// RunPipeline 编译并执行生成管线。
func RunPipeline(ctx context.Context, in PipelineInput) (*PipelineOutput, error) {
l := logger.FromCtx(ctx)
l.Info("pipeline started",
"asset_type", in.AssetType,
"tags", in.Tags,
"resolution", in.Params.Resolution,
)
g, err := NewGenerateGraph()
if err != nil {
l.Error("pipeline create graph failed", "error", err)
return nil, fmt.Errorf("create graph: %w", err)
}
r, err := g.Compile(ctx, compose.WithMaxRunSteps(20))
if err != nil {
l.Error("pipeline compile failed", "error", err)
return nil, fmt.Errorf("compile graph: %w", err)
}
output, err := r.Invoke(ctx, in)
if err != nil {
l.Error("pipeline invoke failed", "error", err)
return nil, fmt.Errorf("invoke pipeline: %w", err)
}
l.Info("pipeline completed", "asset_count", len(output.Assets))
return &output, nil
}