- model.go: Response.StopReason; anthropic wire加stop_reason; openai finish_reason映射(两协议统一,原值透传)
- truncation.go(新,159行): effectiveMaxTokens/retryMaxTokens(×2封顶32768)/isTruncatedEmpty(空正文+无tool_use+stop_reason∈{max_tokens,length})/withEmptyBodyHint/callWithTruncationRetry/callStreamWithTruncationRetry/dropThinking/emitTextSegment
- anthropic.go Chat/ChatStream 走重试+兜底; anthropic_encode.go(新)拆编码(anthropic.go 529→357合规); anthropic_stream message_delta落StopReason
- agent/loop: 把模型层StopReason带到llm.call span的model_stop_reason属性(修掉trace硬编码stop的误导); loop.Result.StopReason语义未动
- 触发仅当截断空正文; tool_use空正文永不触发(native_toolcall_test仍过); 至多1次重试; 兜底回'(思考过长,未能生成回复)'绝不用thinking
- 新增7测试(非流式/流式重试+兜底+tool_use不触发+封顶+openai映射), build/vet/test绿+3平台交叉编译
160 lines
5.8 KiB
Go
160 lines
5.8 KiB
Go
package model
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// Provider stop/finish reasons that mean the token budget cut the generation
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// off: Anthropic reports stop_reason "max_tokens", OpenAI-compatible providers
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// report finish_reason "length". Both are normalized into Response.StopReason
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// verbatim so a trace keeps the provider's own vocabulary.
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const (
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stopReasonMaxTokens = "max_tokens"
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stopReasonLength = "length"
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)
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// Truncation-recovery bounds. At most one retry with a doubled budget is
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// allowed; the cap keeps a pathological budget from growing without bound. The
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// hint is the non-empty placeholder returned when even the retry produced no
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// visible text, so a truncated turn never surfaces as a silent empty reply.
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// It never carries thinking: reasoning is not the answer.
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const (
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truncationRetryCap = 32768
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truncationEmptyHint = "(思考过长,未能生成回复)"
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)
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// effectiveMaxTokens resolves the budget an attempt actually sends: the explicit
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// Request.MaxTokens, else the adapter default. def may be zero when the protocol
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// has no adapter default, in which case the provider default applies.
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func effectiveMaxTokens(n, def int) int {
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if n > 0 {
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return n
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}
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return def
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}
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// retryMaxTokens doubles the effective budget for the one-shot truncation retry,
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// capped at truncationRetryCap. It returns the effective budget unchanged when
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// there is nothing to double (both n and def are zero, i.e. the provider default
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// applies), letting the caller skip a retry that would send an identical request.
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func retryMaxTokens(n, def int) int {
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eff := effectiveMaxTokens(n, def)
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if eff <= 0 {
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return 0
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}
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if bumped := eff * 2; bumped < truncationRetryCap {
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return bumped
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}
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return truncationRetryCap
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}
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// isTruncatedStopReason reports whether a stop reason means the token budget cut
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// the generation off.
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func isTruncatedStopReason(reason string) bool {
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return reason == stopReasonMaxTokens || reason == stopReasonLength
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}
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// isEmptyBody reports whether a response carries neither visible text nor tool
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// calls. A tool-only round is NOT empty: its empty body is normal and belongs to
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// the tool loop.
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func isEmptyBody(r Response) bool {
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return r.Content == "" && len(r.ToolCalls) == 0
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}
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// isTruncatedEmpty reports whether an attempt was cut off by the token budget
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// before producing any visible output (no text, no tool call). Only this shape
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// triggers the truncation retry/fallback; a normal tool_use round, whose body is
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// legitimately empty, does not.
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func isTruncatedEmpty(r Response) bool {
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return isEmptyBody(r) && isTruncatedStopReason(r.StopReason)
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}
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// withEmptyBodyHint fills a non-empty placeholder body when a response has
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// neither text nor tool calls, so a truncated turn never surfaces as a silent
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// empty reply. A response that already carries text or tool calls is returned
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// unchanged.
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func withEmptyBodyHint(r Response) Response {
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if !isEmptyBody(r) {
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return r
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}
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r.Content = truncationEmptyHint
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r.Message = Message{Role: RoleAssistant, Content: []Content{{Type: ContentTypeText, Text: r.Content}}}
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return r
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}
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// callWithTruncationRetry runs a non-streaming attempt, retrying once with a
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// doubled token budget when the first attempt was cut off with no visible
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// output, then returning a non-empty placeholder when the retry still produced
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// nothing. attempt receives the budget to send. An upstream error on the first
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// attempt is returned unchanged (no retry); a failed retry falls back to the
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// placeholder rather than surfacing an empty reply.
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func callWithTruncationRetry(maxTokens, def int, attempt func(limit int) (Response, error)) (Response, error) {
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out, err := attempt(maxTokens)
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if err != nil {
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return Response{}, err
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}
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if !isTruncatedEmpty(out) {
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return out, nil
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}
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if bumped := retryMaxTokens(maxTokens, def); bumped > effectiveMaxTokens(maxTokens, def) {
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if second, retryErr := attempt(bumped); retryErr == nil {
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out = second
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}
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}
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return withEmptyBodyHint(out), nil
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}
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// callStreamWithTruncationRetry is the streaming counterpart of
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// callWithTruncationRetry. attempt receives the budget and the event callback
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// for that attempt. The retry drops thinking events (the first attempt already
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// streamed its reasoning, so re-streaming it would duplicate the block) while
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// forwarding text/tool events live; when even the retry yields no visible
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// output, a non-empty placeholder is emitted as a text segment and returned as
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// the response body, so the stream never ends on a silent truncation.
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func callStreamWithTruncationRetry(
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maxTokens, def int,
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attempt func(limit int, onEvent func(StreamEvent)) (Response, error),
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onEvent func(StreamEvent),
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) (Response, error) {
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out, err := attempt(maxTokens, onEvent)
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if err != nil {
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return Response{}, err
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}
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if !isTruncatedEmpty(out) {
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return out, nil
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}
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if bumped := retryMaxTokens(maxTokens, def); bumped > effectiveMaxTokens(maxTokens, def) {
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if second, retryErr := attempt(bumped, dropThinking(onEvent)); retryErr == nil {
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out = second
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}
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}
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if isEmptyBody(out) {
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out = withEmptyBodyHint(out)
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emitTextSegment(onEvent, out.Content)
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}
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return out, nil
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}
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// dropThinking wraps onEvent so a retry attempt does not re-emit thinking
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// segments. Text and tool_call events pass through unchanged.
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func dropThinking(onEvent func(StreamEvent)) func(StreamEvent) {
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if onEvent == nil {
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return nil
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}
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return func(ev StreamEvent) {
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switch ev.Kind {
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case StreamKindThinkingStart, StreamKindThinkingDelta, StreamKindThinkingEnd:
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return
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default:
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onEvent(ev)
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}
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}
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}
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// emitTextSegment emits a single-delta text segment so a synthesized placeholder
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// reaches streaming consumers that render only message.* events.
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func emitTextSegment(onEvent func(StreamEvent), text string) {
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if onEvent == nil || text == "" {
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return
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}
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onEvent(StreamEvent{Kind: StreamKindTextStart})
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onEvent(StreamEvent{Kind: StreamKindTextDelta, Delta: text})
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onEvent(StreamEvent{Kind: StreamKindTextEnd})
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}
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