项目文件夹

文件
2026-06-26 13:27:08 +01:00

399 行
12 KiB
Go

package agent
import (
"context"
"encoding/json"
"fmt"
"sort"
"strings"
"time"
"go-micro.dev/v6/ai"
"go-micro.dev/v6/store"
"go.opentelemetry.io/otel/attribute"
"go.opentelemetry.io/otel/codes"
"go.opentelemetry.io/otel/trace"
)
const agentInstrumentationName = "go-micro.dev/v6/agent"
const (
spanNameRun = "agent.run"
spanNameModelCall = "agent.model.call"
spanNameToolCall = "agent.tool.call"
AttrRunID = "agent.run.id"
AttrParentRunID = "agent.run.parent_id"
AttrAgentName = "agent.name"
AttrProvider = "agent.model.provider"
AttrModel = "agent.model.name"
AttrLatencyMS = "agent.latency_ms"
AttrInputTokens = "agent.tokens.input"
AttrOutputTokens = "agent.tokens.output"
AttrTotalTokens = "agent.tokens.total"
AttrToolName = "agent.tool.name"
AttrDelegate = "agent.delegate"
AttrGuardrailBlock = "agent.guardrail.block"
AttrRefusal = "agent.refusal"
)
type RunEvent struct {
Time time.Time `json:"time"`
RunID string `json:"run_id"`
ParentID string `json:"parent_id,omitempty"`
TraceID string `json:"trace_id,omitempty"`
SpanID string `json:"span_id,omitempty"`
Agent string `json:"agent"`
Kind string `json:"kind"`
Name string `json:"name,omitempty"`
Provider string `json:"provider,omitempty"`
Model string `json:"model,omitempty"`
LatencyMS int64 `json:"latency_ms,omitempty"`
Tokens Usage `json:"tokens,omitempty"`
Refused string `json:"refused,omitempty"`
Error string `json:"error,omitempty"`
}
type Usage = ai.Usage
// RunListOptions controls how recorded agent run summaries are returned.
// Zero values preserve the full deterministic run list.
type RunListOptions struct {
// Status, when set, keeps only runs with the matching status
// (for example "running", "done", "error", or "refused").
Status string
// TraceID, when set, keeps only runs correlated with this trace id.
// A prefix is accepted so operators can paste the shortened trace id
// printed by `micro runs`.
TraceID string
// Limit, when positive, returns the most recently updated runs up to
// the limit. Limited results are ordered newest first.
Limit int
}
// RunSummary is a compact index entry for a recorded agent run.
type RunSummary struct {
RunID string `json:"run_id"`
Agent string `json:"agent"`
ParentID string `json:"parent_id,omitempty"`
TraceID string `json:"trace_id,omitempty"`
SpanID string `json:"span_id,omitempty"`
StartedAt time.Time `json:"started_at"`
UpdatedAt time.Time `json:"updated_at"`
DurationMS int64 `json:"duration_ms,omitempty"`
Events int `json:"events"`
Status string `json:"status,omitempty"`
LastKind string `json:"last_kind,omitempty"`
LastError string `json:"last_error,omitempty"`
}
func (a *agentImpl) tracer() trace.Tracer {
return a.opts.TraceProvider.Tracer(agentInstrumentationName)
}
func (a *agentImpl) startRun(ctx context.Context, message string) (context.Context, func(error)) {
info, _ := ai.RunInfoFrom(ctx)
start := time.Now()
if a.opts.TraceProvider == nil {
a.recordRunEvent(RunEvent{Time: start, RunID: info.RunID, ParentID: info.ParentID, Agent: info.Agent, Kind: "run", Name: message})
return ctx, func(err error) {
latency := time.Since(start).Milliseconds()
if err != nil {
a.recordRunEvent(RunEvent{Time: time.Now(), RunID: info.RunID, ParentID: info.ParentID, Agent: info.Agent, Kind: "error", LatencyMS: latency, Error: err.Error()})
return
}
a.recordRunEvent(RunEvent{Time: time.Now(), RunID: info.RunID, ParentID: info.ParentID, Agent: info.Agent, Kind: "done", LatencyMS: latency})
}
}
ctx, span := a.tracer().Start(ctx, spanNameRun, trace.WithSpanKind(trace.SpanKindInternal), trace.WithAttributes(
attribute.String(AttrRunID, info.RunID), attribute.String(AttrParentRunID, info.ParentID), attribute.String(AttrAgentName, info.Agent)))
a.recordSpanEvent(span, RunEvent{Time: start, RunID: info.RunID, ParentID: info.ParentID, Agent: info.Agent, Kind: "run", Name: message})
return ctx, func(err error) {
latency := time.Since(start).Milliseconds()
span.SetAttributes(attribute.Int64(AttrLatencyMS, latency))
if err != nil {
span.RecordError(err)
span.SetStatus(codes.Error, err.Error())
a.recordSpanEvent(span, RunEvent{Time: time.Now(), RunID: info.RunID, ParentID: info.ParentID, Agent: info.Agent, Kind: "error", LatencyMS: latency, Error: err.Error()})
} else {
span.SetStatus(codes.Ok, "")
a.recordSpanEvent(span, RunEvent{Time: time.Now(), RunID: info.RunID, ParentID: info.ParentID, Agent: info.Agent, Kind: "done", LatencyMS: latency})
}
span.End()
}
}
type tracedModel struct {
ai.Model
a *agentImpl
}
func (a *agentImpl) tracedModel(m ai.Model) ai.Model { return &tracedModel{Model: m, a: a} }
func (m *tracedModel) Generate(ctx context.Context, req *ai.Request, opts ...ai.GenerateOption) (*ai.Response, error) {
info, _ := ai.RunInfoFrom(ctx)
provider := m.String()
model := m.Options().Model
start := time.Now()
if m.a.opts.TraceProvider == nil {
resp, err := m.Model.Generate(ctx, req, opts...)
dur := time.Since(start).Milliseconds()
usage := ai.Usage{}
if resp != nil {
usage = resp.Usage
}
e := RunEvent{Time: time.Now(), RunID: info.RunID, ParentID: info.ParentID, Agent: info.Agent, Kind: "model", Provider: provider, Model: model, LatencyMS: dur, Tokens: usage}
if err != nil {
e.Error = err.Error()
}
m.a.recordRunEvent(e)
return resp, err
}
ctx, span := m.a.tracer().Start(ctx, spanNameModelCall, trace.WithAttributes(
attribute.String(AttrRunID, info.RunID),
attribute.String(AttrParentRunID, info.ParentID),
attribute.String(AttrAgentName, info.Agent),
attribute.String(AttrProvider, provider),
attribute.String(AttrModel, model),
))
resp, err := m.Model.Generate(ctx, req, opts...)
dur := time.Since(start).Milliseconds()
attrs := []attribute.KeyValue{attribute.Int64(AttrLatencyMS, dur)}
usage := ai.Usage{}
if resp != nil {
usage = resp.Usage
attrs = appendUsage(attrs, usage)
}
span.SetAttributes(attrs...)
if err != nil {
span.RecordError(err)
span.SetStatus(codes.Error, err.Error())
} else {
span.SetStatus(codes.Ok, "")
}
span.End()
e := RunEvent{Time: time.Now(), RunID: info.RunID, ParentID: info.ParentID, Agent: info.Agent, Kind: "model", Provider: provider, Model: model, LatencyMS: dur, Tokens: usage}
if err != nil {
e.Error = err.Error()
}
m.a.recordSpanEvent(span, e)
return resp, err
}
func appendUsage(attrs []attribute.KeyValue, u ai.Usage) []attribute.KeyValue {
if u.InputTokens > 0 {
attrs = append(attrs, attribute.Int(AttrInputTokens, u.InputTokens))
}
if u.OutputTokens > 0 {
attrs = append(attrs, attribute.Int(AttrOutputTokens, u.OutputTokens))
}
if u.TotalTokens > 0 {
attrs = append(attrs, attribute.Int(AttrTotalTokens, u.TotalTokens))
}
return attrs
}
func (a *agentImpl) traceTool(next ai.ToolHandler) ai.ToolHandler {
return func(ctx context.Context, call ai.ToolCall) ai.ToolResult {
info, _ := ai.RunInfoFrom(ctx)
start := time.Now()
if a.opts.TraceProvider == nil {
res := next(ctx, call)
dur := time.Since(start).Milliseconds()
a.recordRunEvent(RunEvent{Time: time.Now(), RunID: info.RunID, ParentID: info.ParentID, Agent: info.Agent, Kind: "tool", Name: call.Name, LatencyMS: dur, Refused: res.Refused, Error: resultError(res)})
return res
}
ctx, span := a.tracer().Start(ctx, spanNameToolCall, trace.WithAttributes(
attribute.String(AttrRunID, info.RunID),
attribute.String(AttrParentRunID, info.ParentID),
attribute.String(AttrAgentName, info.Agent),
attribute.String(AttrToolName, call.Name),
attribute.Bool(AttrDelegate, call.Name == toolDelegate),
))
res := next(ctx, call)
dur := time.Since(start).Milliseconds()
attrs := []attribute.KeyValue{attribute.Int64(AttrLatencyMS, dur)}
if res.Refused != "" {
attrs = append(attrs, attribute.Bool(AttrGuardrailBlock, true), attribute.String(AttrRefusal, res.Refused))
}
span.SetAttributes(attrs...)
resErr := resultError(res)
if res.Refused != "" {
span.SetStatus(codes.Error, res.Refused)
} else if resErr != "" {
span.SetStatus(codes.Error, resErr)
} else {
span.SetStatus(codes.Ok, "")
}
span.End()
a.recordSpanEvent(span, RunEvent{Time: time.Now(), RunID: info.RunID, ParentID: info.ParentID, Agent: info.Agent, Kind: "tool", Name: call.Name, LatencyMS: dur, Refused: res.Refused, Error: resErr})
return res
}
}
func resultError(res ai.ToolResult) string {
if m, ok := res.Value.(map[string]string); ok {
return m["error"]
}
if m, ok := res.Value.(map[string]any); ok {
if err, _ := m["error"].(string); err != "" {
return err
}
}
return ""
}
func (a *agentImpl) recordSpanEvent(span trace.Span, e RunEvent) {
if sc := span.SpanContext(); sc.IsValid() {
e.TraceID = sc.TraceID().String()
e.SpanID = sc.SpanID().String()
}
a.recordRunEvent(e)
}
func (a *agentImpl) recordRunEvent(e RunEvent) {
if e.RunID == "" {
return
}
b, _ := json.Marshal(e)
key := fmt.Sprintf("runs/%s/%020d-%s", e.RunID, e.Time.UnixNano(), e.Kind)
_ = a.stateStore().Write(&store.Record{Key: key, Value: b})
}
// ListRunSummaries returns a deterministic summary of recorded runs for agentName.
func ListRunSummaries(s store.Store, agentName string) ([]RunSummary, error) {
return ListRunSummariesWithOptions(s, agentName, RunListOptions{})
}
// ListRunSummariesWithOptions returns summaries of recorded runs for agentName,
// optionally filtered by status and limited to the most recently updated runs.
func ListRunSummariesWithOptions(s store.Store, agentName string, opts RunListOptions) ([]RunSummary, error) {
st := store.Scope(s, "agent", agentName)
keys, err := st.List(store.ListPrefix("runs/"))
if err != nil {
return nil, err
}
runs := map[string]bool{}
for _, k := range keys {
parts := strings.Split(k, "/")
if len(parts) >= 2 && parts[1] != "" {
runs[parts[1]] = true
}
}
ids := make([]string, 0, len(runs))
for id := range runs {
ids = append(ids, id)
}
sort.Strings(ids)
summaries := make([]RunSummary, 0, len(ids))
for _, id := range ids {
events, err := LoadRunEvents(s, agentName, id)
if err != nil {
return nil, err
}
if len(events) == 0 {
continue
}
first := events[0]
last := events[len(events)-1]
summary := RunSummary{
RunID: id,
Agent: first.Agent,
ParentID: first.ParentID,
TraceID: first.TraceID,
SpanID: first.SpanID,
StartedAt: first.Time,
UpdatedAt: last.Time,
DurationMS: last.Time.Sub(first.Time).Milliseconds(),
Events: len(events),
Status: runStatus(events),
LastKind: last.Kind,
LastError: last.Error,
}
for _, e := range events {
if e.Agent != "" {
summary.Agent = e.Agent
}
if e.ParentID != "" {
summary.ParentID = e.ParentID
}
if e.TraceID != "" {
summary.TraceID = e.TraceID
}
if e.SpanID != "" {
summary.SpanID = e.SpanID
}
if e.Error != "" {
summary.LastError = e.Error
}
}
if opts.Status != "" && summary.Status != opts.Status {
continue
}
if opts.TraceID != "" && !strings.HasPrefix(summary.TraceID, opts.TraceID) {
continue
}
summaries = append(summaries, summary)
}
if opts.Limit > 0 {
sort.SliceStable(summaries, func(i, j int) bool {
return summaries[i].UpdatedAt.After(summaries[j].UpdatedAt)
})
if len(summaries) > opts.Limit {
summaries = summaries[:opts.Limit]
}
}
return summaries, nil
}
func runStatus(events []RunEvent) string {
if len(events) == 0 {
return ""
}
status := "running"
for _, e := range events {
if e.Error != "" {
status = "error"
}
if e.Refused != "" && status != "error" {
status = "refused"
}
switch e.Kind {
case "error":
status = "error"
case "done":
if status == "running" {
status = "done"
}
}
}
return status
}
func LoadRunEvents(s store.Store, agentName, runID string) ([]RunEvent, error) {
st := store.Scope(s, "agent", agentName)
keys, err := st.List(store.ListPrefix("runs/" + runID + "/"))
if err != nil {
return nil, err
}
sort.Strings(keys)
events := make([]RunEvent, 0, len(keys))
for _, k := range keys {
recs, err := st.Read(k)
if err != nil || len(recs) == 0 {
continue
}
var e RunEvent
if json.Unmarshal(recs[0].Value, &e) == nil {
events = append(events, e)
}
}
return events, nil
}