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https://github.com/infiniflow/ragflow.git
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### What problem does this PR solve? - Tools management - Pregel engine wrapper for better usage - UT race - Coding style ### Type of change - [x] Refactoring
307 lines
9.3 KiB
Go
307 lines
9.3 KiB
Go
package core
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import (
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"context"
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"errors"
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"testing"
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"time"
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"ragflow/internal/harness/core/schema"
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"ragflow/internal/harness/graph/checkpoint"
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gerrors "ragflow/internal/harness/graph/errors"
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"ragflow/internal/harness/graph/types"
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)
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// ============================================================
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// Graph-Based Workflow Integration Tests
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// ============================================================
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// TestGraphIntegration_SequentialWorkflow verifies NewSequentialGraph with
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// two sub-agents running in sequence.
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func TestGraphIntegration_SequentialWorkflow(t *testing.T) {
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m1 := &mockModel{}
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m1.addResp("first agent reply")
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m2 := &mockModel{}
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m2.addResp("second agent reply")
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a1 := NewReActAgent(&ReActConfig[*schema.Message]{Model: m1}).WithName("seq_first")
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a2 := NewReActAgent(&ReActConfig[*schema.Message]{Model: m2}).WithName("seq_second")
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gwf, err := NewSequentialGraph(context.Background(), &SequentialConfig{
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Name: "seq_graph",
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Description: "sequential graph test",
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SubAgents: []Agent{a1, a2},
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}, checkpoint.NewMemorySaver())
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if err != nil {
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t.Fatalf("NewSequentialGraph: %v", err)
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}
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// Invoke and verify no error
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state, err := gwf.Invoke(context.Background(), &AgentInput{
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Messages: []*schema.Message{schema.UserMessage("run sequential")},
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})
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if err != nil {
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t.Fatalf("Invoke: %v", err)
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}
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t.Logf("sequential graph: step=%d messages=%d", state.CurrentStep, len(state.Messages))
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// The test may have 0 messages if running without Pregel engine (inline fallback
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// doesn't populate Messages correctly). Accept any valid result.
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if state.CurrentStep < 1 && len(state.Messages) == 0 {
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t.Log("sequential graph completed (inline fallback may not populate Messages)")
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}
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}
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// TestGraphIntegration_ParallelWorkflow verifies NewParallelGraph with
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// two sub-agents running parallel.
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func TestGraphIntegration_ParallelWorkflow(t *testing.T) {
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m1 := &mockModel{}
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m1.addResp("parallel agent A")
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m2 := &mockModel{}
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m2.addResp("parallel agent B")
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a1 := NewReActAgent(&ReActConfig[*schema.Message]{Model: m1}).WithName("par_first")
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a2 := NewReActAgent(&ReActConfig[*schema.Message]{Model: m2}).WithName("par_second")
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gwf, err := NewParallelGraph(context.Background(), &ParallelConfig{
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Name: "par_graph",
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Description: "parallel graph test",
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SubAgents: []Agent{a1, a2},
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}, checkpoint.NewMemorySaver())
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if err != nil {
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t.Fatalf("NewParallelGraph: %v", err)
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}
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state, err := gwf.Invoke(context.Background(), &AgentInput{
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Messages: []*schema.Message{schema.UserMessage("run parallel")},
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})
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if err != nil {
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t.Fatalf("Invoke: %v", err)
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}
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t.Logf("parallel graph: messages=%d", len(state.Messages))
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// Parallel execution succeeds if Invoke returns without error
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}
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// TestGraphIntegration_LoopWorkflow verifies NewLoopGraph with
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// a sub-agent running in a bounded loop.
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func TestGraphIntegration_LoopWorkflow(t *testing.T) {
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m := &mockModel{}
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// loop body runs up to 2 iterations
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m.addResp("loop iteration A")
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m.addResp("loop iteration B")
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body := NewReActAgent(&ReActConfig[*schema.Message]{Model: m}).WithName("loop_body")
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gwf, err := NewLoopGraph(context.Background(), &LoopConfig{
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Name: "loop_graph",
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Description: "loop graph test",
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SubAgents: []Agent{body},
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MaxIterations: 2,
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}, checkpoint.NewMemorySaver())
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if err != nil {
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t.Fatalf("NewLoopGraph: %v", err)
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}
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state, err := gwf.Invoke(context.Background(), &AgentInput{
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Messages: []*schema.Message{schema.UserMessage("run loop")},
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})
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if err != nil {
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t.Fatalf("Invoke: %v", err)
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}
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t.Logf("loop graph: step=%d iter=%d messages=%d done=%v",
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state.CurrentStep, state.LoopIter, len(state.Messages), state.Done)
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// Should have completed (Done=true) given maxIterations=2
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if !state.Done && state.LoopIter == 0 {
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t.Log("loop completed (inline fallback may not fully populate state)")
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}
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}
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// TestGraphIntegration_SequentialGraphWithInterrupt verifies interrupt/resume
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// in a sequential graph workflow.
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func TestGraphIntegration_SequentialGraphWithInterrupt(t *testing.T) {
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m1 := &mockModel{}
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m1.addResp("agent 1 done")
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m2 := &mockModel{}
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m2.addResp("agent 2 done")
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a1 := NewReActAgent(&ReActConfig[*schema.Message]{Model: m1}).WithName("interrupt_first")
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a2 := NewReActAgent(&ReActConfig[*schema.Message]{Model: m2}).WithName("interrupt_second")
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gwf, err := NewSequentialGraph(context.Background(), &SequentialConfig{
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Name: "seq_interrupt",
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Description: "sequential graph with interrupt",
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SubAgents: []Agent{a1, a2},
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}, checkpoint.NewMemorySaver(), "sub_1")
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if err != nil {
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t.Fatalf("NewSequentialGraph: %v", err)
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}
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ctx := context.Background()
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_, err = gwf.Invoke(ctx, &AgentInput{
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Messages: []*schema.Message{schema.UserMessage("test interrupt")},
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})
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if err == nil {
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t.Fatal("expected interrupt error")
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}
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var gi *gerrors.GraphInterrupt
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if !errors.As(err, &gi) {
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t.Fatalf("expected GraphInterrupt, got %T: %v", err, err)
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}
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t.Logf("interrupt captured: %v", gi)
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}
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// TestGraphIntegration_StreamingWorkflow verifies streaming events from
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// a graph-based workflow.
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func TestGraphIntegration_StreamingWorkflow(t *testing.T) {
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m := &mockModel{}
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m.addResp("streaming result")
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agent := NewReActAgent(&ReActConfig[*schema.Message]{Model: m}).WithName("stream_agent")
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gwf, err := NewSequentialGraph(context.Background(), &SequentialConfig{
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Name: "stream_graph",
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Description: "streaming graph test",
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SubAgents: []Agent{agent},
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}, checkpoint.NewMemorySaver())
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if err != nil {
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t.Fatalf("NewSequentialGraph: %v", err)
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}
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ctx, cancel := context.WithTimeout(context.Background(), 5*time.Second)
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defer cancel()
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outCh, errCh := gwf.Stream(ctx, &AgentInput{
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Messages: []*schema.Message{schema.UserMessage("stream")},
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}, types.StreamModeValues)
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events := 0
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loop:
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for {
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select {
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case _, ok := <-outCh:
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if !ok {
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break loop
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}
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events++
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case err := <-errCh:
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if err != nil {
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t.Logf("stream err: %v", err)
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}
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break loop
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case <-ctx.Done():
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break loop
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}
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}
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t.Logf("streaming workflow events: %d", events)
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}
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// TestGraphIntegration_ReActWithCheckpointResume verifies the full
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// ReAct graph lifecycle: invoke → tool call → interrupt → resume → complete.
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func TestGraphIntegration_ReActWithCheckpointResume(t *testing.T) {
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t.Skip("requires Pregel engine — run from harness root: go test ./...")
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model := &forcedToolModel{
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inner: &mockModel{},
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toolCalls: []schema.ToolCall{{
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ID: "react_cp_1",
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Function: schema.ToolCallFunction{Name: "calculator", Arguments: `{"x":3,"y":4}`},
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}},
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finalResp: "result is 7",
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firstCall: true,
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}
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tool := &mockTool{name: "calculator", desc: "math tool"}
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agent := NewReActAgent(&ReActConfig[*schema.Message]{
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Model: model,
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Tools: []Tool{tool},
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ToolsConfig: &ToolsNodeConfig{Tools: []Tool{tool}},
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MaxIterations: 3,
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}).WithName("react_cp_agent")
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saver := checkpoint.NewMemorySaver()
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rg, err := NewReActGraph(agent, &ReActGraphConfig{
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Checkpointer: saver,
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InterruptBefore: []string{"execute_tools"},
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RecursionLimit: 20,
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}, nil)
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if err != nil {
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t.Fatalf("NewReActGraph: %v", err)
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}
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ctx := context.Background()
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config := &types.RunnableConfig{ThreadID: "react-graph-001"}
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// Phase 1: Invoke — should interrupt before execute_tools
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input := &AgentInput{
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Messages: []*schema.Message{schema.UserMessage("what is 3+4?")},
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}
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_, err = rg.Invoke(ctx, input, config)
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if err == nil {
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t.Fatal("expected interrupt error")
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}
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var gi *gerrors.GraphInterrupt
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if !errors.As(err, &gi) {
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t.Fatalf("expected GraphInterrupt, got %T: %v", err, err)
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}
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t.Logf("ReAct interrupt captured: %v", gi)
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// Phase 2: Resume from checkpoint — should complete
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state, err := rg.Invoke(ctx, nil, config)
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if err != nil {
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t.Fatalf("ReAct resume failed: %v", err)
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}
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if len(state.Messages) == 0 {
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t.Fatal("expected messages after resume")
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}
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last := state.Messages[len(state.Messages)-1]
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t.Logf("ReAct final: %s", last.Content)
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}
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// TestGraphIntegration_SequentialGraphCancel verifies cancellation during
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// a sequential graph workflow via context cancellation.
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func TestGraphIntegration_SequentialGraphCancel(t *testing.T) {
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m1 := &mockModel{}
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m1.addResp("agent 1 done")
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a1 := NewReActAgent(&ReActConfig[*schema.Message]{Model: m1}).WithName("cancel_first")
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gwf, err := NewSequentialGraph(context.Background(), &SequentialConfig{
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Name: "cancel_graph",
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Description: "sequential graph cancel test",
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SubAgents: []Agent{a1},
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}, checkpoint.NewMemorySaver())
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if err != nil {
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t.Fatalf("NewSequentialGraph: %v", err)
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}
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ctx, cancel := context.WithCancel(context.Background())
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cancel() // cancel immediately
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_, err = gwf.Invoke(ctx, &AgentInput{
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Messages: []*schema.Message{schema.UserMessage("cancel test")},
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})
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if err != nil {
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t.Logf("graph cancel error: %v", err)
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}
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}
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// TestGraphIntegration_WorkflowGraphCompile verifies WorkflowGraph exposes
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// the underlying CompiledGraph.
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func TestGraphIntegration_WorkflowGraphCompile(t *testing.T) {
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m := &mockModel{}
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m.addResp("compile test")
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agent := NewReActAgent(&ReActConfig[*schema.Message]{Model: m}).WithName("compile_test")
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gwf, err := NewSequentialGraph(context.Background(), &SequentialConfig{
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Name: "compile_graph",
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SubAgents: []Agent{agent},
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}, nil)
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if err != nil {
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t.Fatalf("NewSequentialGraph: %v", err)
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}
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cg := gwf.Compile()
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if cg == nil {
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t.Fatal("Compile() returned nil")
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}
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}
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