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This commit is contained in:
dela
2026-10-09 08:38:16 +08:00
commit 0335d572de
756 changed files with 201663 additions and 0 deletions
+162
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package llmrec
import (
"context"
"fmt"
"io"
"strings"
"sync"
)
type captureContextKey struct{}
// Capture collects the untouched wire bodies of one logical LLM call. The
// Recorder creates it and puts it on the context; the HTTP transport that norma
// dials through (agent.quotaAwareTransport) finds it there and fills it in.
//
// This exists because everything the Recorder itself sees is already normalized:
// llm.CompletionRequest is re-serialized rather than the body buildBody() sent,
// and the response arrives as decoded StreamEvents, not the SSE frames. For
// debugging a live provider, the bytes on the wire are the only ground truth.
//
// norma's doStream retries the request-establishment phase, so one Stream can
// issue several HTTP attempts. Each attempt is kept: the discarded ones (see
// norma/llm/retry.go, which closes non-final bodies unread) are exactly what
// makes rate-limit and gateway failures diagnosable.
//
// The transport writes from norma's stream-reading goroutine while the Recorder
// snapshots at stream end, so all state is mutex-guarded.
type Capture struct {
mu sync.Mutex
request string
attempts []*attempt
}
type attempt struct {
status int
body strings.Builder
}
// NewCapture returns a context carrying a fresh Capture, plus the Capture itself.
func NewCapture(ctx context.Context) (context.Context, *Capture) {
c := &Capture{}
return context.WithValue(ctx, captureContextKey{}, c), c
}
// CaptureFrom returns the Capture attached to ctx, or nil when raw capture is
// off. Callers must tolerate nil — recording is a toggle, and non-recorded
// providers dial through the same transport.
func CaptureFrom(ctx context.Context) *Capture {
if ctx == nil {
return nil
}
c, _ := ctx.Value(captureContextKey{}).(*Capture)
return c
}
// SetRequest stores the outgoing request body. Retries re-send identical bytes,
// so only the first attempt's body is kept.
func (c *Capture) SetRequest(body string) {
if c == nil || body == "" {
return
}
c.mu.Lock()
defer c.mu.Unlock()
if c.request == "" {
c.request = body
}
}
// TeeResponse opens a new attempt and wraps rc so everything read from it is
// mirrored into that attempt. It tees rather than reads because a successful
// response is an SSE stream that must keep streaming to the caller.
func (c *Capture) TeeResponse(status int, rc io.ReadCloser) io.ReadCloser {
if c == nil || rc == nil {
return rc
}
a := &attempt{status: status}
c.mu.Lock()
c.attempts = append(c.attempts, a)
c.mu.Unlock()
return &teeBody{rc: rc, c: c, a: a}
}
// RawRequest returns the request body as sent, or "" if nothing was captured.
func (c *Capture) RawRequest() string {
if c == nil {
return ""
}
c.mu.Lock()
defer c.mu.Unlock()
return c.request
}
// RawResponse returns the response bytes as received. A single attempt yields
// the untouched original (copy-pasteable straight into a replay); multiple
// attempts are concatenated behind per-attempt header lines so a retry sequence
// stays readable.
func (c *Capture) RawResponse() string {
if c == nil {
return ""
}
c.mu.Lock()
defer c.mu.Unlock()
switch len(c.attempts) {
case 0:
return ""
case 1:
return c.attempts[0].body.String()
}
var b strings.Builder
for i, a := range c.attempts {
fmt.Fprintf(&b, "===== attempt %d/%d — HTTP %d =====\n", i+1, len(c.attempts), a.status)
body := a.body.String()
b.WriteString(body)
if !strings.HasSuffix(body, "\n") {
b.WriteByte('\n')
}
}
return b.String()
}
// Attempt is one HTTP round trip's status code and response bytes.
type Attempt struct {
Status int
Body string
}
// Attempts returns every round trip in order. Unlike RawResponse — which drops
// the header line for a lone attempt so the bytes stay replayable — this always
// carries the status code, for callers that must report "HTTP 401 + body".
func (c *Capture) Attempts() []Attempt {
if c == nil {
return nil
}
c.mu.Lock()
defer c.mu.Unlock()
out := make([]Attempt, 0, len(c.attempts))
for _, a := range c.attempts {
out = append(out, Attempt{Status: a.status, Body: a.body.String()})
}
return out
}
// teeBody mirrors reads into a Capture attempt, guarded by the Capture's mutex
// so a snapshot taken mid-stream never races the writer.
type teeBody struct {
rc io.ReadCloser
c *Capture
a *attempt
}
func (t *teeBody) Read(p []byte) (int, error) {
n, err := t.rc.Read(p)
if n > 0 {
t.c.mu.Lock()
t.a.body.Write(p[:n])
t.c.mu.Unlock()
}
return n, err
}
func (t *teeBody) Close() error { return t.rc.Close() }
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package llmrec
import (
"context"
"io"
"strings"
"testing"
)
func TestCaptureFromNilAndMissing(t *testing.T) {
var nilCtx context.Context // the transport reaches here on any unrecorded call
if CaptureFrom(nilCtx) != nil {
t.Fatal("nil context should yield no capture")
}
if CaptureFrom(context.Background()) != nil {
t.Fatal("bare context should yield no capture")
}
}
// A nil *Capture is the "recording off" path: the transport calls these on every
// request, so they must all be no-ops rather than panics.
func TestNilCaptureIsInert(t *testing.T) {
var c *Capture
c.SetRequest("body")
if got := c.RawRequest(); got != "" {
t.Fatalf("RawRequest()=%q want empty", got)
}
if got := c.RawResponse(); got != "" {
t.Fatalf("RawResponse()=%q want empty", got)
}
rc := io.NopCloser(strings.NewReader("x"))
if c.TeeResponse(200, rc) != rc {
t.Fatal("nil capture must pass the body through untouched")
}
}
func TestCaptureSingleAttemptKeepsBytesVerbatim(t *testing.T) {
ctx, c := NewCapture(context.Background())
if CaptureFrom(ctx) != c {
t.Fatal("capture not retrievable from its own context")
}
c.SetRequest(`{"model":"x"}`)
// Retries re-send identical bytes; only the first is kept.
c.SetRequest(`{"model":"ignored"}`)
const sse = "event: message_start\ndata: {\"type\":\"message_start\"}\n\nevent: message_stop\ndata: {}\n\n"
body := c.TeeResponse(200, io.NopCloser(strings.NewReader(sse)))
got, err := io.ReadAll(body)
if err != nil {
t.Fatalf("read: %v", err)
}
if string(got) != sse {
t.Fatal("tee altered the stream delivered to the caller")
}
if err := body.Close(); err != nil {
t.Fatalf("close: %v", err)
}
if c.RawRequest() != `{"model":"x"}` {
t.Fatalf("RawRequest()=%q", c.RawRequest())
}
// A lone attempt must stay byte-identical — no headers, no framing added, so
// it can be replayed as-is.
if c.RawResponse() != sse {
t.Fatalf("RawResponse()=%q want verbatim SSE", c.RawResponse())
}
}
// norma's doStream discards the bodies of retried attempts (retry.go closes them
// unread), so the capture is the only place a 429 body survives.
func TestCaptureRetriedAttemptsAreAllKept(t *testing.T) {
_, c := NewCapture(context.Background())
first := c.TeeResponse(429, io.NopCloser(strings.NewReader(`{"error":"rate_limit"}`)))
if _, err := io.ReadAll(first); err != nil {
t.Fatalf("read first: %v", err)
}
second := c.TeeResponse(200, io.NopCloser(strings.NewReader("data: ok\n")))
if _, err := io.ReadAll(second); err != nil {
t.Fatalf("read second: %v", err)
}
raw := c.RawResponse()
if !strings.Contains(raw, `{"error":"rate_limit"}`) {
t.Fatalf("dropped the retried attempt body: %q", raw)
}
if !strings.Contains(raw, "data: ok") {
t.Fatalf("dropped the final attempt body: %q", raw)
}
if !strings.Contains(raw, "attempt 1/2 — HTTP 429") || !strings.Contains(raw, "attempt 2/2 — HTTP 200") {
t.Fatalf("attempts not delimited: %q", raw)
}
if strings.Index(raw, "rate_limit") > strings.Index(raw, "data: ok") {
t.Fatal("attempts stored out of order")
}
}
func TestCaptureEmptyWhenNoHTTPHappened(t *testing.T) {
_, c := NewCapture(context.Background())
if c.RawRequest() != "" || c.RawResponse() != "" {
t.Fatal("unused capture should be empty")
}
}
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// Package llmrec implements a recording decorator for llm.Provider. It intercepts
// every Stream call, captures the full request and accumulated response, and
// persists them to PostgreSQL for later inspection.
package llmrec
import (
"context"
"encoding/json"
"iter"
"log"
"strings"
"time"
"github.com/Autumn-27/artex/db"
"github.com/Autumn-27/norma/llm"
"github.com/Autumn-27/norma/transcript"
)
type taskIDContextKey struct{}
// WithTaskID attaches the owning task registry id to an LLM call. Session ids
// are based on exploration ids, which are not interchangeable with task ids.
func WithTaskID(ctx context.Context, taskID string) context.Context {
taskID = strings.TrimSpace(taskID)
if taskID == "" {
return ctx
}
return context.WithValue(ctx, taskIDContextKey{}, taskID)
}
// TaskIDFrom returns the explicit task registry id attached by the task runtime.
func TaskIDFrom(ctx context.Context) string {
if ctx == nil {
return ""
}
taskID, _ := ctx.Value(taskIDContextKey{}).(string)
return strings.TrimSpace(taskID)
}
// Recorder wraps an llm.Provider and records every completion call.
type Recorder struct {
inner llm.Provider
pg *db.DB
model string // model name (from config, not in CompletionRequest)
prof string // LLM profile name (from llm_profiles)
// thinkingType / reasoningEffort 是配置级思考参数(思考开关 / 思考强度)。它们在
// norma 的 buildBody() 里从 provider 配置注入真正的 HTTP body,不出现在
// CompletionRequest 上,故 Recorder 需在此单独带一份,序列化时写进录制。
thinkingType string
reasoningEffort string
enabled func() bool // reports whether recording is currently on; nil = always record
}
// Wrap returns a Provider that records calls to pg when enabled() reports true.
// profName is the LLM profile name (e.g. "default"); may be empty. thinkingType /
// reasoningEffort are the config-level thinking params actually sent to the API
// (empty = not sent). A nil enabled predicate records unconditionally.
func Wrap(inner llm.Provider, pg *db.DB, model, profName, thinkingType, reasoningEffort string, enabled func() bool) *Recorder {
return &Recorder{
inner: inner, pg: pg, model: model, prof: profName,
thinkingType: thinkingType, reasoningEffort: reasoningEffort, enabled: enabled,
}
}
// parseSession extracts task id and worker role from session strings like
// "exp1-worker-i3" → ("1", "worker") or "exp2-planner" → ("2", "planner").
func parseSession(s string) (taskID, worker string) {
// format: exp<N>-<role>[-suffix]
if !strings.HasPrefix(s, "exp") {
return "", ""
}
rest := s[3:] // after "exp"
// split task number
i := strings.IndexByte(rest, '-')
if i < 0 {
return rest, ""
}
taskID = rest[:i]
rest = rest[i+1:]
// worker role is up to the next '-' (e.g. "worker" from "worker-i3")
if j := strings.IndexByte(rest, '-'); j >= 0 {
worker = rest[:j]
} else {
worker = rest
}
return taskID, worker
}
// Stream implements llm.Provider. It delegates to the inner provider, accumulates
// the streamed events to reconstruct the response, and records the full exchange.
//
// The session identifier (e.g. "exp1-worker-i3") is carried on ctx by the norma
// harness via transcript.WithSessionID; reading it per-call is race-free even when
// planner and multiple workers share one Recorder instance.
func (r *Recorder) Stream(ctx context.Context, req llm.CompletionRequest) iter.Seq2[llm.StreamEvent, error] {
// Body recording (the heavy debug trace: full request/response) is gated by the
// llm_record setting. Lightweight usage metering always runs — it powers token
// stats and must be complete even for interrupted/failed runs, so it is NOT
// gated. Only body serialization + response accumulation are skipped when off.
recordBodies := r.enabled == nil || r.enabled()
start := time.Now()
session := transcript.SessionIDFrom(ctx)
parsedID, worker := parseSession(session)
expID := db.ParseExpID(parsedID)
taskID := TaskIDFrom(ctx)
if taskID == "" {
// Backward compatibility for non-task callers. For task calls, the task
// runtime always supplies the registry id explicitly.
taskID = parsedID
}
// Serialize the request only when storing bodies (this is the expensive part).
// Alongside it, attach a Capture so the HTTP transport can hand back the
// untouched wire bodies — the normalized view below cannot reconstruct them
// (tool schemas are dropped, tool_use blocks never reach this layer, and the
// SSE framing is already decoded). See capture.go.
reqBody := ""
var capt *Capture
if recordBodies {
reqBody = r.serializeRequest(req)
ctx, capt = NewCapture(ctx)
}
return func(yield func(llm.StreamEvent, error) bool) {
var (
textBuf strings.Builder
thinkingBuf strings.Builder
usage llm.Usage
stopReason string
streamErr error
)
finished := false
finish := func(err error) {
if finished {
return
}
finished = true
status := "ok"
if err != nil {
status = "error"
}
// Lightweight metering row — always written.
r.recordUsage(taskID, expID, worker, usage, int(time.Since(start).Milliseconds()), status)
// Heavy trace row — only when body recording is on.
if recordBodies {
r.record(req, session, taskID, worker, reqBody, capt, start, textBuf.String(), thinkingBuf.String(), usage, stopReason, err)
}
}
defer func() { finish(ctx.Err()) }()
for ev, err := range r.inner.Stream(ctx, req) {
if err != nil {
streamErr = err
finish(streamErr)
if !yield(ev, err) {
return
}
return
}
// Always track usage (cheap); accumulate text/thinking only for bodies.
// Anthropic (and the other providers) split token usage across events:
// message_start carries ONLY the input side (input + cache), message_delta
// ONLY the output. They must be FOLDED with Add — overwriting on delta
// would zero out the input already counted at start (mirrors the SDK's own
// llm.Accumulator; see norma/llm/accumulate.go).
switch ev.Type {
case llm.SETextDelta:
if recordBodies {
textBuf.WriteString(ev.Text)
}
case llm.SEThinkingDelta:
if recordBodies {
thinkingBuf.WriteString(ev.Text)
}
case llm.SEMessageStart:
usage.Add(ev.Usage)
case llm.SEMessageDelta:
if ev.StopReason != "" {
stopReason = ev.StopReason
}
usage.Add(ev.Usage)
}
if !yield(ev, err) {
return
}
}
// Stream completed normally.
finish(streamErr)
}
}
// Complete implements the atomic completion path while preserving the same
// usage metering, normalized body recording and raw wire capture as Stream.
func (r *Recorder) Complete(ctx context.Context, req llm.CompletionRequest) (llm.Message, string, llm.Usage, error) {
recordBodies := r.enabled == nil || r.enabled()
start := time.Now()
session := transcript.SessionIDFrom(ctx)
parsedID, worker := parseSession(session)
expID := db.ParseExpID(parsedID)
taskID := TaskIDFrom(ctx)
if taskID == "" {
taskID = parsedID
}
reqBody := ""
var capt *Capture
if recordBodies {
reqBody = r.serializeRequest(req)
ctx, capt = NewCapture(ctx)
}
msg, stopReason, usage, err := r.inner.Complete(ctx, req)
status := "ok"
if err != nil {
status = "error"
}
r.recordUsage(taskID, expID, worker, usage, int(time.Since(start).Milliseconds()), status)
if recordBodies {
r.record(req, session, taskID, worker, reqBody, capt, start, msg.Text(), thinkingText(msg), usage, stopReason, err)
}
return msg, stopReason, usage, err
}
func thinkingText(msg llm.Message) string {
var b strings.Builder
for _, block := range msg.Content {
if block.Type == llm.BlockThinking && block.Thinking != "" {
b.WriteString(block.Thinking)
}
}
return b.String()
}
// recordUsage appends one lightweight metering row to llm_usage (no bodies). Skips
// zero-token calls with no model, which carry nothing worth metering.
func (r *Recorder) recordUsage(taskID string, expID int64, worker string, usage llm.Usage, latencyMs int, status string) {
if r.pg == nil {
return
}
if r.model == "" && usage.InputTokens == 0 && usage.OutputTokens == 0 &&
usage.CacheReadTokens == 0 && usage.CacheWriteTokens == 0 {
return
}
err := r.pg.InsertLLMUsage(&db.LLMUsage{
TaskID: taskID,
ExplorationID: expID,
Worker: worker,
Model: r.model,
ProfileName: r.prof,
LatencyMs: latencyMs,
InputTokens: usage.InputTokens,
OutputTokens: usage.OutputTokens,
CacheRead: usage.CacheReadTokens,
CacheWrite: usage.CacheWriteTokens,
Status: status,
})
if err != nil {
log.Printf("[llmusage] insert: %v", err)
}
}
// record persists one LLM call to PostgreSQL before the provider stream returns.
// Keeping the write inside the owning task operation means task deletion can
// drain calls and then remove records without a late async insert recreating one.
func (r *Recorder) record(req llm.CompletionRequest, session, taskID, worker, reqBody string, capt *Capture, start time.Time, text, thinking string, usage llm.Usage, stopReason string, streamErr error) {
latency := int(time.Since(start).Milliseconds())
status := "ok"
errMsg := ""
if streamErr != nil {
status = "error"
errMsg = streamErr.Error()
}
// Build response body JSON.
resp := map[string]any{
"text": text,
"stop_reason": stopReason,
"usage": map[string]int{
"input_tokens": usage.InputTokens,
"output_tokens": usage.OutputTokens,
"cache_read_tokens": usage.CacheReadTokens,
"cache_write_tokens": usage.CacheWriteTokens,
},
}
if thinking != "" {
resp["thinking"] = thinking
}
respBody, _ := json.Marshal(resp)
model := ""
if len(req.System) > 0 {
// model is not in CompletionRequest; use the configured model name
}
model = r.model
rec := &db.LLMRecord{
SessionID: session,
TaskID: taskID,
Worker: worker,
Model: model,
ProfileName: r.prof,
LatencyMs: latency,
InputTokens: usage.InputTokens,
OutputTokens: usage.OutputTokens,
CacheRead: usage.CacheReadTokens,
CacheWrite: usage.CacheWriteTokens,
Status: status,
Error: errMsg,
RequestBody: reqBody,
ResponseBody: string(respBody),
// Raw wire bodies; empty when the transport did not fill the Capture
// (e.g. a provider dialing through a client without the capture hook, or
// a call that failed before any HTTP request went out).
RawRequest: capt.RawRequest(),
RawResponse: capt.RawResponse(),
}
if err := r.pg.InsertLLMRecord(rec); err != nil {
log.Printf("[llmrec] insert: %v", err)
}
}
// serializeRequest builds a JSON representation of the completion request.
func (r *Recorder) serializeRequest(req llm.CompletionRequest) string {
m := map[string]any{
"system": req.System,
"messages": req.Messages,
"max_tokens": req.MaxTokens,
}
// 记录本次调用实际发出的思考参数。type 采用「有效值」:每请求覆盖 req.Thinking
// 优先于配置级 thinkingType(与 norma buildBody 的判定一致,如 compaction 摘要会
// 强制 disabled);effort 无每请求覆盖,直接取配置值。两者皆空则不写 thinking 字段。
effType := r.thinkingType
if req.Thinking != "" {
effType = req.Thinking
}
if effType != "" || r.reasoningEffort != "" {
m["thinking"] = map[string]string{"type": effType, "effort": r.reasoningEffort}
}
if len(req.Tools) > 0 {
// Store tool names only (full schemas are huge).
names := make([]string, len(req.Tools))
for i, t := range req.Tools {
names[i] = t.Name
}
m["tools"] = names
m["tools_count"] = len(req.Tools)
}
if req.Temperature != nil {
m["temperature"] = *req.Temperature
}
if len(req.Stop) > 0 {
m["stop"] = req.Stop
}
b, _ := json.Marshal(m)
return string(b)
}
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package llmrec
import (
"context"
"iter"
"os"
"testing"
"github.com/Autumn-27/artex/db"
"github.com/Autumn-27/norma/llm"
"github.com/Autumn-27/norma/transcript"
"github.com/google/uuid"
)
type completeProvider struct{}
func (completeProvider) Stream(context.Context, llm.CompletionRequest) iter.Seq2[llm.StreamEvent, error] {
return func(func(llm.StreamEvent, error) bool) {}
}
func (completeProvider) Complete(context.Context, llm.CompletionRequest) (llm.Message, string, llm.Usage, error) {
return llm.Message{
Role: llm.RoleAssistant,
Content: []llm.ContentBlock{
{Type: llm.BlockThinking, Thinking: "reasoning"},
llm.TextBlock("answer"),
},
}, "stop", llm.Usage{InputTokens: 7, OutputTokens: 3}, nil
}
func TestTaskIDContextUsesExplicitRegistryID(t *testing.T) {
ctx := WithTaskID(context.Background(), " 42 ")
if got := TaskIDFrom(ctx); got != "42" {
t.Fatalf("TaskIDFrom()=%q want 42", got)
}
if got := TaskIDFrom(WithTaskID(ctx, " ")); got != "42" {
t.Fatalf("blank task id should preserve parent context, got %q", got)
}
if got := TaskIDFrom(nil); got != "" {
t.Fatalf("nil context returned %q", got)
}
}
func TestParseSessionFallbackIsExplorationScoped(t *testing.T) {
taskID, worker := parseSession("exp12-worker-i99")
if taskID != "12" || worker != "worker" {
t.Fatalf("parseSession()=(%q,%q)", taskID, worker)
}
if taskID, worker := parseSession("not-a-task"); taskID != "" || worker != "" {
t.Fatalf("unexpected non-session parse: (%q,%q)", taskID, worker)
}
}
func TestCompleteForwardsAtomicResponse(t *testing.T) {
recorder := Wrap(completeProvider{}, nil, "model", "profile", "", "", func() bool { return false })
msg, stopReason, usage, err := recorder.Complete(context.Background(), llm.CompletionRequest{})
if err != nil {
t.Fatalf("Complete() error: %v", err)
}
if got := msg.Text(); got != "answer" {
t.Fatalf("Complete() text=%q want answer", got)
}
if stopReason != "stop" {
t.Fatalf("Complete() stop reason=%q want stop", stopReason)
}
if usage.InputTokens != 7 || usage.OutputTokens != 3 {
t.Fatalf("Complete() usage=%+v", usage)
}
}
type meteredStreamProvider struct{ completeProvider }
func (meteredStreamProvider) Stream(context.Context, llm.CompletionRequest) iter.Seq2[llm.StreamEvent, error] {
return func(yield func(llm.StreamEvent, error) bool) {
if !yield(llm.StreamEvent{Type: llm.SEMessageStart, Usage: llm.Usage{InputTokens: 23}}, nil) {
return
}
if !yield(llm.StreamEvent{Type: llm.SEMessageDelta, Usage: llm.Usage{OutputTokens: 5}}, nil) {
return
}
yield(llm.StreamEvent{Type: llm.SEMessageStop}, nil)
}
}
func TestSideUsageRecordedOnceOnConsumerCancellation(t *testing.T) {
dsn := os.Getenv("ARTEX_PG_DSN")
if dsn == "" {
t.Skip("requires isolated ARTEX_PG_DSN")
}
pg, err := db.Open(dsn)
if err != nil {
t.Fatal(err)
}
defer pg.Close()
// llm_usage 는 db.Open 의 기본 스키마에 들어 있지 않고 EnsureLLMUsageTable 로만
// 만들어진다(운영에서는 server/manager.go 가 호출한다). 격리된 빈 데이터베이스에서
// 이 테스트를 단독으로 돌릴 때 다른 패키지가 같은 데이터베이스에 테이블을 먼저
// 만들어 주기를 기대하지 않도록, 여기서 직접 테이블 존재를 보장한다.
if err := pg.EnsureLLMUsageTable(); err != nil {
t.Fatal(err)
}
for _, early := range []bool{false, true} {
profile := "btw-metering-" + uuid.NewString()
ctx, cancel := context.WithCancel(transcript.WithSessionID(t.Context(), "exp0-btw-test"))
recorder := Wrap(meteredStreamProvider{}, pg, "fixture", profile, "", "", func() bool { return false })
for event, err := range recorder.Stream(ctx, llm.CompletionRequest{}) {
if err != nil {
t.Fatal(err)
}
if early && event.Type == llm.SEMessageDelta {
cancel()
break // Consumer exits before the provider can return a cancellation event.
}
}
cancel()
var count, input, output int
var worker, status string
err = pg.QueryRow(`SELECT count(*),max(input_tokens),max(output_tokens),max(worker),max(status)
FROM llm_usage WHERE profile_name=$1`, profile).Scan(&count, &input, &output, &worker, &status)
_, _ = pg.Exec(`DELETE FROM llm_usage WHERE profile_name=$1`, profile)
if err != nil {
t.Fatal(err)
}
wantStatus := "ok"
if early {
wantStatus = "error"
}
if count != 1 || input != 23 || output != 5 || worker != "btw" || status != wantStatus {
t.Fatalf("early=%v: count=%d usage=%d/%d worker=%q status=%q", early, count, input, output, worker, status)
}
}
}