The checkpoint model sometimes "flags" a correct sentence and echoes it verbatim as the replacement, producing a card whose before/after are identical and whose explanation says it's already fine — a suggestion that suggests nothing. ParseCheckpoint already dropped empty-original items; also drop these no-ops. Awareness-only families (voice) carry an empty replacement, so the guard only fires on the edit families. Claude-Session: https://claude.ai/code/session_016Yr6jELuRc7hyzYLccQKZd
233 lines
8.0 KiB
Go
233 lines
8.0 KiB
Go
package llm
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import (
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"context"
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"encoding/json"
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"fmt"
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"strings"
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"sync"
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"time"
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)
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// CheckpointInterval is the minimum time between grammar checkpoints for a
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// single document. The frontend debounces at 4s; this is the server-side floor
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// that protects the inference endpoint from rapid repeat checks.
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const CheckpointInterval = 30 * time.Second
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// checkpointMaxTokens caps the checkpoint's generated output. Each suggestion
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// echoes its original sentence, a replacement, and a friendly explanation, so
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// the full JSON for the prompt's "up to 5 issues" runs ~2,000 tokens on a long
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// document (measured ~2,007 for a 380-word doc). The old 1,024 cap truncated
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// the JSON mid-array — done_reason "length" — leaving an object that never
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// closed, so ParseCheckpoint found no parseable JSON and the pass 502'd on
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// every long doc. This is a ceiling, not a target: the model stops at its JSON
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// close well before it, so the headroom costs nothing on shorter docs.
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const checkpointMaxTokens = 4096
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// RawSuggestion is one item as the model emits it. Positions are resolved
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// server-side from Original; the frontend re-anchors by string at render time.
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type RawSuggestion struct {
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Original string `json:"original"`
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Replacement string `json:"replacement"`
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Explanation string `json:"explanation"`
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Type string `json:"type"`
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}
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// checkpointResponse is the top-level JSON shape the checkpoint prompt requests.
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type checkpointResponse struct {
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Suggestions []RawSuggestion `json:"suggestions"`
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}
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// RunCheckpoint sends the grammar checkpoint and parses the JSON result. It
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// applies the latency-guard truncation and the checkpoint sampling parameters
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// from the spec.
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func RunCheckpoint(ctx context.Context, client LLMClient, contentText, tone string) ([]RawSuggestion, error) {
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raw, err := client.Complete(ctx, CompletionRequest{
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Messages: CheckpointMessages(TruncateDoc(contentText), tone),
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MaxTokens: checkpointMaxTokens,
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Temperature: 0.3,
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RepetitionPenalty: 1.15,
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TopP: 0.9,
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Stop: []string{"```", "\n\n\n\n"},
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})
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if err != nil {
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return nil, err
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}
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return ParseCheckpoint(raw)
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}
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// ParseCheckpoint extracts the suggestions array from a model response. Smaller
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// models sometimes wrap JSON in prose or markdown fences despite instructions,
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// so we salvage the outermost {...} object before decoding. When the model
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// truncates mid-array (it ran out of output budget) the outer object never
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// closes and won't parse — we then recover the suggestion objects that *did*
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// complete, so a long document still gets feedback instead of a hard failure.
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func ParseCheckpoint(raw string) ([]RawSuggestion, error) {
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var suggestions []RawSuggestion
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parsed := false
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if jsonText := extractJSONObject(raw); jsonText != "" {
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var resp checkpointResponse
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if err := json.Unmarshal([]byte(jsonText), &resp); err == nil {
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suggestions = resp.Suggestions
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parsed = true
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}
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}
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if !parsed {
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// No closeable object, or it failed to decode (most often a truncated
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// array). Salvage the individual suggestion objects that completed.
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suggestions = salvageSuggestions(raw)
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if suggestions == nil {
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return nil, fmt.Errorf("checkpoint: no JSON object in model output: %q", truncateForError(raw))
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}
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}
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// Drop items the model returned with an empty original — they can't be
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// anchored — and normalize whitespace the model may have echoed.
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out := suggestions[:0]
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for _, s := range suggestions {
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s.Original = strings.TrimSpace(s.Original)
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s.Replacement = strings.TrimSpace(s.Replacement)
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if s.Original == "" {
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continue
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}
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// Drop no-ops: the model sometimes "flags" a correct sentence and echoes
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// it verbatim as the replacement, producing a card whose before/after are
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// identical and whose explanation says it's already fine — a suggestion
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// that suggests nothing. Awareness-only families (voice) carry an empty
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// replacement, so this only ever fires on the edit families.
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if s.Replacement != "" && s.Original == s.Replacement {
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continue
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}
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out = append(out, s)
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}
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return out, nil
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}
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// salvageSuggestions recovers as many complete suggestion objects as it can from
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// a response whose top-level JSON didn't parse — typically one truncated mid
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// "suggestions" array. It scans the array region for brace-balanced {...}
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// objects and keeps each that decodes into a RawSuggestion with a non-empty
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// original; the final, cut-off object simply never balances and is dropped.
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// Returns nil when there is no salvageable array (so the caller can error).
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func salvageSuggestions(raw string) []RawSuggestion {
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key := strings.Index(raw, `"suggestions"`)
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if key < 0 {
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return nil
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}
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lb := strings.IndexByte(raw[key:], '[')
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if lb < 0 {
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return nil
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}
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rest := raw[key+lb+1:]
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out := []RawSuggestion{}
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for {
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obj, end := firstBalancedObject(rest)
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if end < 0 {
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break
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}
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var s RawSuggestion
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if err := json.Unmarshal([]byte(obj), &s); err == nil && strings.TrimSpace(s.Original) != "" {
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out = append(out, s)
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}
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rest = rest[end:]
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}
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if len(out) == 0 {
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return nil
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}
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return out
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}
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// extractJSONObject returns the substring from the first '{' to its matching
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// closing '}', or "" if none. Tolerates fences/preamble around the object.
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func extractJSONObject(s string) string {
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obj, _ := firstBalancedObject(s)
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return obj
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}
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// firstBalancedObject returns the first brace-balanced {...} substring in s and
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// the index in s just past its closing brace, or ("", -1) if no object closes
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// (none present, or the only one is truncated). String contents — including
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// braces inside quoted values — are skipped so they can't unbalance the count.
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func firstBalancedObject(s string) (string, int) {
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start := strings.IndexByte(s, '{')
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if start < 0 {
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return "", -1
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}
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depth := 0
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inString := false
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escaped := false
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for i := start; i < len(s); i++ {
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c := s[i]
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switch {
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case escaped:
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escaped = false
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case c == '\\' && inString:
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escaped = true
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case c == '"':
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inString = !inString
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case inString:
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// ignore braces inside strings
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case c == '{':
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depth++
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case c == '}':
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depth--
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if depth == 0 {
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return s[start : i+1], i + 1
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}
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}
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}
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return "", -1
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}
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func truncateForError(s string) string {
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const max = 200
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if len(s) > max {
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return s[:max] + "…"
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}
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return s
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}
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// RateLimiter enforces a minimum interval between checkpoints per document.
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// Concurrency-safe; one instance is shared across requests.
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type RateLimiter struct {
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mu sync.Mutex
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interval time.Duration
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last map[string]time.Time
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}
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// NewRateLimiter constructs a limiter with the given per-document minimum gap.
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func NewRateLimiter(interval time.Duration) *RateLimiter {
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return &RateLimiter{interval: interval, last: make(map[string]time.Time)}
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}
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// Allow reports whether a checkpoint may run for docID now. When allowed it
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// records the time and returns (true, 0, recordedAt); when throttled it returns
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// (false, retryAfter, zero) where retryAfter is the wait until the next allowed
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// run. recordedAt lets a caller whose pass fails hand the exact timestamp to
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// Release so it rolls back only its own slot.
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func (rl *RateLimiter) Allow(docID string) (bool, time.Duration, time.Time) {
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rl.mu.Lock()
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defer rl.mu.Unlock()
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now := time.Now()
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if last, ok := rl.last[docID]; ok {
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if elapsed := now.Sub(last); elapsed < rl.interval {
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return false, rl.interval - elapsed, time.Time{}
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}
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}
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rl.last[docID] = now
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return true, 0, now
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}
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// Release rolls back the slot a prior Allow recorded for docID, but only if no
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// newer Allow has since claimed it. Called when an LLM pass fails: Allow runs
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// before the model call, so without this a failed checkpoint would hold the
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// per-document slot for the full interval and a retry (or the frontend's
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// auto-retry) would hit the throttle path and get the stale/empty set back
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// instead of re-running. `at` is the time the failed Allow returned.
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func (rl *RateLimiter) Release(docID string, at time.Time) {
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rl.mu.Lock()
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defer rl.mu.Unlock()
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if last, ok := rl.last[docID]; ok && last.Equal(at) {
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delete(rl.last, docID)
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}
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}
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