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//
// Tencent is pleased to support the open source community by making
// trpc-agent-go available.
//
// Copyright (C) 2025 Tencent. All rights reserved.
//
// trpc-agent-go is licensed under the Apache License Version 2.0.
//
//
// Package main demonstrates external graph interrupts ("pause button") and
// resumable checkpoints.
package main
import (
"context"
"encoding/json"
"errors"
"flag"
"fmt"
"log"
"os"
"reflect"
"strings"
"time"
"trpc.group/trpc-go/trpc-agent-go/agent"
"trpc.group/trpc-go/trpc-agent-go/event"
"trpc.group/trpc-go/trpc-agent-go/graph"
"trpc.group/trpc-go/trpc-agent-go/graph/checkpoint/inmemory"
"trpc.group/trpc-go/trpc-agent-go/model"
"trpc.group/trpc-go/trpc-agent-go/model/openai"
)
const (
defaultModelName = "deepseek-v4-flash"
defaultDemoMode = "both"
defaultUserText = "Say one short sentence about graphs."
defaultEngine = "bsp"
envOpenAIAPIKey = "OPENAI_API_KEY"
envModelName = "MODEL_NAME"
)
const (
demoPlanned = "planned"
demoForced = "forced"
demoBoth = "both"
)
const (
engineBSP = "bsp"
engineDAG = "dag"
)
const (
nodePrepare = "prepare"
nodeCallModel = "call_model"
nodeFinalize = "finalize"
nodeSlow = "slow"
nodeDone = "done"
)
const (
stateKeyResult = "result"
stateKeySlowOK = "slow_ok"
)
const (
waitStartedTimeout = 2 * time.Second
prepareSleep = 300 * time.Millisecond
slowWorkDuration = 300 * time.Millisecond
forcedInterruptWait = 50 * time.Millisecond
)
var (
demoMode = flag.String(
"demo",
defaultDemoMode,
"Demo to run: planned|forced|both",
)
engine = flag.String(
"engine",
defaultEngine,
"Execution engine: bsp|dag",
)
modelName = flag.String(
"model",
defaultModelFromEnv(),
"Model name used by planned demo",
)
userText = flag.String(
"text",
defaultUserText,
"User text for the planned demo",
)
)
type interruptMeta struct {
NodeID string `json:"nodeID,omitempty"`
InterruptKey string `json:"interruptKey,omitempty"`
LineageID string `json:"lineageId,omitempty"`
CheckpointID string `json:"checkpointId,omitempty"`
InterruptValue json.RawMessage `json:"interruptValue,omitempty"`
}
func main() {
flag.Parse()
mode := strings.ToLower(strings.TrimSpace(*demoMode))
if mode == "" {
mode = defaultDemoMode
}
switch mode {
case demoPlanned:
runPlannedDemo()
case demoForced:
runForcedDemo()
case demoBoth:
runPlannedDemo()
runForcedDemo()
default:
log.Fatalf("unknown -demo value: %q", *demoMode)
}
}
func runPlannedDemo() {
fmt.Println(strings.Repeat("=", 60))
fmt.Println("Planned external interrupt demo")
started := make(chan struct{}, 1)
g, err := buildPlannedGraph(started, *modelName, *userText)
if err != nil {
log.Fatalf("build planned graph failed: %v", err)
}
saver := inmemory.NewSaver()
exec, err := graph.NewExecutor(
g,
graph.WithExecutionEngine(parseEngineOrExit()),
graph.WithCheckpointSaver(saver),
)
if err != nil {
log.Fatalf("create executor failed: %v", err)
}
lineageID := fmt.Sprintf("external-planned-%d", time.Now().UnixNano())
fmt.Printf("Lineage: %s\n", lineageID)
fmt.Printf("Engine: %s\n", *engine)
ctx, interrupt := graph.WithGraphInterrupt(context.Background())
st := graph.State{graph.CfgKeyLineageID: lineageID}
inv1 := newInvocation(lineageID)
ch, err := exec.Execute(ctx, st, inv1)
if err != nil {
log.Fatalf("start run failed: %v", err)
}
waitForStartedOrExit(started)
interrupt()
meta, done, err := drainEvents(ch)
if err != nil {
log.Fatalf("drain events failed: %v", err)
}
if done != nil {
log.Fatalf("expected interrupt, got completion")
}
if meta == nil || meta.CheckpointID == "" {
log.Fatalf("missing interrupt checkpoint ID")
}
payload, ok := decodeExternalPayload(meta)
if !ok {
log.Fatalf("missing external interrupt payload")
}
fmt.Printf("Paused: key=%s forced=%v checkpoint=%s\n",
payload.Key,
payload.Forced,
meta.CheckpointID,
)
resumeState := graph.State{
graph.CfgKeyLineageID: lineageID,
graph.CfgKeyCheckpointID: meta.CheckpointID,
}
inv2 := newInvocation(lineageID)
ch2, err := exec.Execute(context.Background(), resumeState, inv2)
if err != nil {
log.Fatalf("resume run failed: %v", err)
}
_, done2, err := drainEvents(ch2)
if err != nil {
log.Fatalf("resume drain failed: %v", err)
}
if done2 == nil {
log.Fatalf("expected completion after resume")
}
result, err := decodeStringState(done2, stateKeyResult)
if err != nil {
log.Fatalf("decode result failed: %v", err)
}
fmt.Printf("Completed: %s\n", shorten(result, 80))
}
func runForcedDemo() {
fmt.Println(strings.Repeat("=", 60))
fmt.Println("Forced external interrupt demo (timeout)")
started := make(chan struct{}, 1)
g, err := buildForcedGraph(started)
if err != nil {
log.Fatalf("build forced graph failed: %v", err)
}
saver := inmemory.NewSaver()
exec, err := graph.NewExecutor(
g,
graph.WithExecutionEngine(parseEngineOrExit()),
graph.WithCheckpointSaver(saver),
)
if err != nil {
log.Fatalf("create executor failed: %v", err)
}
lineageID := fmt.Sprintf("external-forced-%d", time.Now().UnixNano())
fmt.Printf("Lineage: %s\n", lineageID)
fmt.Printf("Engine: %s\n", *engine)
ctx, interrupt := graph.WithGraphInterrupt(context.Background())
st := graph.State{graph.CfgKeyLineageID: lineageID}
inv1 := newInvocation(lineageID)
ch, err := exec.Execute(ctx, st, inv1)
if err != nil {
log.Fatalf("start run failed: %v", err)
}
waitForStartedOrExit(started)
interrupt(graph.WithGraphInterruptTimeout(forcedInterruptWait))
meta, done, err := drainEvents(ch)
if err != nil {
log.Fatalf("drain events failed: %v", err)
}
if done != nil {
log.Fatalf("expected forced interrupt, got completion")
}
if meta == nil || meta.CheckpointID == "" {
log.Fatalf("missing interrupt checkpoint ID")
}
payload, ok := decodeExternalPayload(meta)
if !ok {
log.Fatalf("missing external interrupt payload")
}
fmt.Printf("Paused: key=%s forced=%v checkpoint=%s\n",
payload.Key,
payload.Forced,
meta.CheckpointID,
)
if !payload.Forced {
log.Fatalf("expected forced=true")
}
resumeState := graph.State{
graph.CfgKeyLineageID: lineageID,
graph.CfgKeyCheckpointID: meta.CheckpointID,
}
inv2 := newInvocation(lineageID)
ch2, err := exec.Execute(context.Background(), resumeState, inv2)
if err != nil {
log.Fatalf("resume run failed: %v", err)
}
_, done2, err := drainEvents(ch2)
if err != nil {
log.Fatalf("resume drain failed: %v", err)
}
if done2 == nil {
log.Fatalf("expected completion after resume")
}
_, err = decodeBoolState(done2, stateKeySlowOK)
if err != nil {
log.Fatalf("decode slow ok failed: %v", err)
}
fmt.Println("Completed after resume")
}
func defaultModelFromEnv() string {
if name := strings.TrimSpace(os.Getenv(envModelName)); name != "" {
return name
}
return defaultModelName
}
func buildPlannedGraph(
started chan<- struct{},
modelName string,
userText string,
) (*graph.Graph, error) {
schema := graph.MessagesStateSchema()
sg := graph.NewStateGraph(schema)
prepareNode := func(ctx context.Context, st graph.State) (any, error) {
select {
case started <- struct{}{}:
default:
}
time.Sleep(prepareSleep)
msgs := []model.Message{
model.NewUserMessage(userText),
}
return graph.State{graph.StateKeyOneShotMessages: msgs}, nil
}
sg.AddNode(nodePrepare, prepareNode)
if os.Getenv(envOpenAIAPIKey) != "" {
sg.AddLLMNode(
nodeCallModel,
openai.New(modelName),
modelInstruction(),
nil,
graph.WithGenerationConfig(generationConfig()),
)
} else {
fmt.Println("OPENAI_API_KEY is not set, using a local stub model node")
stubNode := func(ctx context.Context, st graph.State) (any, error) {
const stub = "stub model response"
return graph.State{graph.StateKeyLastResponse: stub}, nil
}
sg.AddNode(nodeCallModel, stubNode)
}
finalizeNode := func(ctx context.Context, st graph.State) (any, error) {
last := assistantTextFromState(st)
if last == "" {
return nil, errors.New("missing model output")
}
return graph.State{stateKeyResult: last}, nil
}
sg.AddNode(nodeFinalize, finalizeNode)
sg.SetEntryPoint(nodePrepare)
sg.AddEdge(nodePrepare, nodeCallModel)
sg.AddEdge(nodeCallModel, nodeFinalize)
sg.SetFinishPoint(nodeFinalize)
return sg.Compile()
}
func modelInstruction() string {
return strings.Join([]string{
"You are a helpful assistant.",
"Reply with one short sentence.",
}, "\n")
}
func generationConfig() model.GenerationConfig {
return model.GenerationConfig{
Stream: false,
}
}
func buildForcedGraph(started chan<- struct{}) (*graph.Graph, error) {
schema := graph.NewStateSchema()
schema.AddField(stateKeySlowOK, graph.StateField{
Type: reflect.TypeOf(false),
Reducer: graph.DefaultReducer,
Default: func() any { return false },
})
sg := graph.NewStateGraph(schema)
sg.AddNode(nodeSlow, func(ctx context.Context, st graph.State) (any, error) {
select {
case started <- struct{}{}:
default:
}
if err := waitOrCancel(ctx, slowWorkDuration); err != nil {
return nil, err
}
return graph.State{stateKeySlowOK: true}, nil
})
sg.AddNode(nodeDone, func(ctx context.Context, st graph.State) (any, error) {
return graph.State{stateKeyResult: "done"}, nil
})
sg.SetEntryPoint(nodeSlow)
sg.AddEdge(nodeSlow, nodeDone)
sg.SetFinishPoint(nodeDone)
return sg.Compile()
}
func waitOrCancel(ctx context.Context, d time.Duration) error {
timer := time.NewTimer(d)
defer timer.Stop()
select {
case <-ctx.Done():
return ctx.Err()
case <-timer.C:
return nil
}
}
func newInvocation(lineageID string) *agent.Invocation {
return &agent.Invocation{
InvocationID: fmt.Sprintf("%s-%d", lineageID, time.Now().UnixNano()),
}
}
func waitForStartedOrExit(started <-chan struct{}) {
select {
case <-started:
case <-time.After(waitStartedTimeout):
log.Fatalf("timeout waiting for node to start")
}
}
func drainEvents(
ch <-chan *event.Event,
) (*interruptMeta, *event.Event, error) {
if ch == nil {
return nil, nil, errors.New("nil event channel")
}
var (
meta *interruptMeta
done *event.Event
msg string
)
for evt := range ch {
if evt == nil {
continue
}
if msg == "" && evt.Response != nil && evt.Response.Error != nil {
msg = evt.Response.Error.Message
}
if evt.Done {
done = evt
}
if m := extractInterruptMeta(evt); m != nil {
meta = m
}
}
if meta != nil && done != nil {
return meta, nil, nil
}
if msg != "" {
return meta, done, errors.New(msg)
}
return meta, done, nil
}
func extractInterruptMeta(evt *event.Event) *interruptMeta {
if evt == nil || evt.Object != graph.ObjectTypeGraphPregelStep {
return nil
}
if evt.StateDelta == nil {
return nil
}
raw, ok := evt.StateDelta[graph.MetadataKeyPregel]
if !ok {
return nil
}
var meta interruptMeta
if err := json.Unmarshal(raw, &meta); err != nil {
return nil
}
if meta.InterruptKey == "" || meta.CheckpointID == "" {
return nil
}
return &meta
}
func decodeExternalPayload(
meta *interruptMeta,
) (graph.ExternalInterruptPayload, bool) {
if meta == nil || len(meta.InterruptValue) == 0 {
return graph.ExternalInterruptPayload{}, false
}
var payload graph.ExternalInterruptPayload
if err := json.Unmarshal(meta.InterruptValue, &payload); err != nil {
return graph.ExternalInterruptPayload{}, false
}
return payload, payload.Key != ""
}
func decodeStringState(done *event.Event, key string) (string, error) {
if done == nil || done.StateDelta == nil {
return "", errors.New("missing done state delta")
}
raw, ok := done.StateDelta[key]
if !ok {
return "", fmt.Errorf("missing %q in state delta", key)
}
var out string
if err := json.Unmarshal(raw, &out); err != nil {
return "", fmt.Errorf("decode %q: %w", key, err)
}
return out, nil
}
func decodeBoolState(done *event.Event, key string) (bool, error) {
if done == nil || done.StateDelta == nil {
return false, errors.New("missing done state delta")
}
raw, ok := done.StateDelta[key]
if !ok {
return false, fmt.Errorf("missing %q in state delta", key)
}
var out bool
if err := json.Unmarshal(raw, &out); err != nil {
return false, fmt.Errorf("decode %q: %w", key, err)
}
return out, nil
}
func assistantTextFromState(st graph.State) string {
if st == nil {
return ""
}
if v, ok := st[graph.StateKeyLastResponse].(string); ok {
if text := strings.TrimSpace(v); text != "" {
return text
}
}
msgs, ok := st[graph.StateKeyMessages].([]model.Message)
if !ok || len(msgs) == 0 {
return ""
}
for i := len(msgs) - 1; i >= 0; i-- {
msg := msgs[i]
if msg.Role != model.RoleAssistant {
continue
}
if text := strings.TrimSpace(msg.Content); text != "" {
return text
}
if text := textFromParts(msg.ContentParts); text != "" {
return text
}
}
return ""
}
func textFromParts(parts []model.ContentPart) string {
if len(parts) == 0 {
return ""
}
var builder strings.Builder
for _, part := range parts {
if part.Type != model.ContentTypeText || part.Text == nil {
continue
}
if builder.Len() > 0 {
builder.WriteByte('\n')
}
builder.WriteString(*part.Text)
}
return strings.TrimSpace(builder.String())
}
func shorten(s string, max int) string {
s = strings.TrimSpace(s)
if max <= 0 || len(s) <= max {
return s
}
return s[:max] + "..."
}
func parseEngineOrExit() graph.ExecutionEngine {
name := strings.ToLower(strings.TrimSpace(*engine))
switch name {
case engineBSP:
return graph.ExecutionEngineBSP
case engineDAG:
return graph.ExecutionEngineDAG
default:
log.Fatalf("unknown -engine value: %q", *engine)
return graph.ExecutionEngineBSP
}
}