모델 id가 external- 로 시작하면 ai-agent 가 LLM API 를 부르지 않고 각 턴(시스템 프롬프트·대화 이력·도구 정의·강제 제출 여부)을 GET /external/next 로 내어주고 POST /external/reply 로 답을 받는다. 진단 루프·프롬프트·도구·턴 상한은 다른 모델과 동일하므로, API 경로가 없는 모델(Claude Mythos 5.1 을 Claude Code 서브에이전트가 구동)의 참고 측정에 쓴다. 토큰 사용량은 알 수 없어 0 으로 기록한다. external-* 진단은 EXTERNAL_DIAGNOSE_TIMEOUT_S(기본 1500초), 한 턴은 EXTERNAL_TURN_TIMEOUT_S(기본 1200초)까지 기다리고, 하네스는 같은 모델에 26분을 기다린다. /selfcheck 에 external_responder 상태(대기 턴·마지막 폴링 시각)를 추가.
152 lines
7.1 KiB
Go
152 lines
7.1 KiB
Go
package agent
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import (
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"context"
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"encoding/json"
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"net/http"
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"net/http/httptest"
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"strings"
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"testing"
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"github.com/selfheal-lab/selfheal-lab-apps/ai/internal/anthropic"
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"github.com/selfheal-lab/selfheal-lab-apps/ai/internal/diag"
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"github.com/selfheal-lab/selfheal-lab-apps/ai/internal/harness"
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"github.com/selfheal-lab/selfheal-lab-apps/ai/internal/openai"
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"github.com/selfheal-lab/selfheal-lab-apps/ai/internal/tools"
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)
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// A mock Responses API: turn 1 asks for get_probe_status, turn 2 submits the diagnosis. Verifies the loop wiring
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// (function_call_output with the call_id, previous_response_id chaining, strict submit parsing).
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func TestDiagnoseLoop(t *testing.T) {
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var turns int
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var sawOutput, sawPrev bool
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oaiSrv := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
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if r.URL.Path == "/embeddings" {
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w.Write([]byte(`{"data":[{"index":0,"embedding":[0.1,0.2]}]}`))
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return
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}
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var req openai.Request
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_ = json.NewDecoder(r.Body).Decode(&req)
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turns++
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for _, it := range req.Input {
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if it.Type == "function_call_output" && it.CallID == "call_1" && strings.Contains(it.Output, "probe_success") {
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sawOutput = true
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}
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}
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if req.PreviousResponseID == "resp_1" {
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sawPrev = true
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}
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if r.Header.Get("Authorization") != "Bearer test-key" {
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t.Errorf("missing bearer")
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}
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switch turns {
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case 1:
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w.Write([]byte(`{"id":"resp_1","status":"completed","output":[{"type":"function_call","call_id":"call_1","name":"get_probe_status","arguments":"{}"}],"usage":{"input_tokens":10,"output_tokens":5}}`))
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default:
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args := `{\"root_cause_label\":\"db_primary_down\",\"confidence\":0.8,\"evidence\":[\"probe_success db-primary=0\"],\"proposed_action\":\"escalate\",\"target\":\"db-primary\",\"rationale\":\"primary unreachable\"}`
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w.Write([]byte(`{"id":"resp_2","status":"completed","output":[{"type":"function_call","call_id":"call_2","name":"submit_diagnosis","arguments":"` + args + `"}],"usage":{"input_tokens":20,"output_tokens":9}}`))
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}
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}))
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defer oaiSrv.Close()
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mimir := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
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if strings.HasSuffix(r.URL.Path, "/api/v1/query") {
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w.Write([]byte(`{"status":"success","data":{"resultType":"vector","result":[{"metric":{"target":"db-primary"},"value":[1,"0"]},{"metric":{"target":"alb"},"value":[1,"1"]}]}}`))
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return
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}
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w.Write([]byte(`{"status":"success","data":{"resultType":"matrix","result":[]}}`))
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}))
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defer mimir.Close()
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oai := openai.New(oaiSrv.URL, func() (string, error) { return "test-key", nil })
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tr := tools.New(tools.Config{MimirURL: mimir.URL, LokiURL: mimir.URL, EmbedModel: "e"}, nil, oai)
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enums := diag.Enums{Labels: diag.DefaultLabels, Actions: diag.DefaultActions}
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ag := New(Config{Model: "m", SystemPrompt: "sys", Topology: "topo", SLO: "slo", HitlURL: "http://127.0.0.1:1", MaxTurns: 5}, oai, tr, harness.New("http://127.0.0.1:1"), nil, enums, "pv1")
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res, err := ag.Diagnose(context.Background(), Request{Alert: map[string]any{"alertname": "DbPrimaryDown"}})
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if err != nil {
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t.Fatal(err)
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}
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if res.RootCauseLabel != "db_primary_down" || res.Turns != 2 || !sawOutput || !sawPrev {
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t.Fatalf("unexpected result: %+v sawOutput=%v sawPrev=%v", res, sawOutput, sawPrev)
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}
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ag.Dispose(context.Background(), Request{Alert: map[string]any{}}, res)
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if res.Disposition != "escalated" {
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t.Fatalf("escalate action must escalate, got %s", res.Disposition)
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}
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}
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func TestTargetFor(t *testing.T) {
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m := targetFor("k8s.rollout_restart", "demo/api")
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if m["namespace"] != "demo" || m["deployment"] != "api" {
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t.Fatalf("%v", m)
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}
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if targetFor("mig.resize", "")["mig"] != "selfheal-legacy-mig" {
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t.Fatal("mig")
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}
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}
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// A claude-* model id routes the same loop through the Anthropic adapter; the request model wins over Config.Model
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// and the summed usage is returned in the result.
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func TestDiagnoseRoutesClaudeModel(t *testing.T) {
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var models []string
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anth := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
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var b map[string]any
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_ = json.NewDecoder(r.Body).Decode(&b)
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models = append(models, b["model"].(string))
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args := `{"root_cause_label":"db_primary_down","confidence":0.8,"evidence":["e"],"proposed_action":"escalate","target":"db-primary","rationale":"r"}`
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w.Write([]byte(`{"id":"msg_a","type":"message","model":"claude-sonnet-5-5","stop_reason":"tool_use","content":[{"type":"tool_use","id":"toolu_a","name":"submit_diagnosis","input":` + args + `}],"usage":{"input_tokens":40,"output_tokens":8}}`))
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}))
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defer anth.Close()
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oaiSrv := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
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if r.URL.Path == "/embeddings" {
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w.Write([]byte(`{"data":[{"index":0,"embedding":[0.1,0.2]}]}`))
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return
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}
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t.Errorf("openai must not be called for a claude-* model: %s", r.URL.Path)
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}))
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defer oaiSrv.Close()
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mimir := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
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w.Write([]byte(`{"status":"success","data":{"resultType":"vector","result":[]}}`))
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}))
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defer mimir.Close()
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oai := openai.New(oaiSrv.URL, func() (string, error) { return "test-key", nil })
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tr := tools.New(tools.Config{MimirURL: mimir.URL, LokiURL: mimir.URL, EmbedModel: "e"}, nil, oai)
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enums := diag.Enums{Labels: diag.DefaultLabels, Actions: diag.DefaultActions}
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ag := New(Config{Model: "gpt-default", SystemPrompt: "sys", Topology: "topo", SLO: "slo", HitlURL: "http://127.0.0.1:1", MaxTurns: 3}, oai, tr, harness.New("http://127.0.0.1:1"), nil, enums, "pv1")
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req := Request{Alert: map[string]any{"alertname": "DbPrimaryDown"}, Model: "claude-sonnet-5-5"}
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if _, err := ag.Diagnose(context.Background(), req); err == nil || !strings.Contains(err.Error(), "anthropic provider not configured") {
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t.Fatalf("without SetAnthropic a claude-* model must fail clearly, got %v", err)
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}
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ag.SetAnthropic(anthropic.New(anth.URL, func() (string, error) { return "k", nil }))
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res, err := ag.Diagnose(context.Background(), req)
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if err != nil {
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t.Fatal(err)
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}
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if res.Model != "claude-sonnet-5-5" || len(models) != 1 || models[0] != "claude-sonnet-5-5" || res.RootCauseLabel != "db_primary_down" {
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t.Fatalf("routing: res=%+v models=%v", res, models)
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}
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if res.Usage["input_tokens"] != 40 || res.Usage["output_tokens"] != 8 || res.Usage["total_tokens"] != 48 || res.Usage["turns"] != 1 {
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t.Fatalf("usage: %v", res.Usage)
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}
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}
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// Model routing: external-* goes to the external responder when one is set, and is refused when none is configured.
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func TestProviderRouting(t *testing.T) {
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a := New(Config{}, nil, nil, nil, nil, diag.Enums{}, "v")
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if _, err := a.provider("external-claude-mythos-5-1"); err == nil || !strings.Contains(err.Error(), "external responder not configured") {
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t.Fatalf("expected unconfigured error, got %v", err)
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}
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fake := &fakeResponder{}
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a.SetExternal(fake)
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if p, err := a.provider("external-claude-mythos-5-1"); err != nil || p != Responder(fake) {
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t.Fatalf("external routing: %v %v", p, err)
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}
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if !IsExternal("external-x") || IsExternal("claude-x") || IsExternal("gpt-6-luna") {
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t.Fatal("IsExternal prefix check")
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}
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}
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type fakeResponder struct{}
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func (*fakeResponder) CreateResponse(context.Context, openai.Request) (*openai.Response, error) {
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return nil, nil
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}
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