feat(ocr): retry exponential backoff sur 429 dans ocr:validate
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La free tier Mistral a un rate limit non-linéaire (parfois 4-5 req/min
acceptées, parfois 1 req/2min selon la charge). Un délai fixe entre
calls ne suffit pas — on retry max 3× avec backoff 30s, 60s, 90s.
Combiné avec --delay-ms (espacement nominal entre calls), ça permet
de tenir tout un bench même si le quota se serre en cours de route.
Bench réel observé sur 10 factures variées (templates Boulangerie,
Mercier moderne, Mercier ancien, retards 5j/30j/90j/180j) :
- amountTtcCents : 10/10 (100 %) ← précision financière parfaite
- clientEmail : 10/10 (100 %)
- numero : 9/10 (90 %) ← 1 hallucination "FOUT"
- issueDate : 9/10 (90 %) ← même facture, 1970-01-01 fallback
- dueDate : 9/10 (90 %) ← idem
- clientName : 8/10 (80 %) ← 2 fails : Mistral inclut contact
- Latence moy. : 9.5 s/facture (avec delay 7s)
- 8/10 factures 100 % match (80 %)
- 91.7 % accuracy globale champs
Insights actionnables :
- amountTtcCents et clientEmail sont fiables → ok pour auto-validate
- clientName : ajouter au prompt "ne pas inclure le contact (M./Mme)"
- 1 facture sur 10 fait halluciner Mistral (FOUT + dates 1970) →
afficher "à vérifier" dans la UI quand confidence < 0.5 sur dates
Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
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@ -171,17 +171,32 @@ export default class OcrValidate extends BaseCommand {
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await driveDisk.put(storageKey, buffer)
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const t0 = Date.now()
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let ocrResult: OcrResult
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try {
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ocrResult = await provider.extract({ storageKey, filename: pdf })
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} catch (err) {
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this.logger.error(`✗ ${pdf} — extraction throw : ${(err as Error).message}`)
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// Cleanup temp file
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await driveDisk.delete(storageKey).catch(() => {})
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continue
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let ocrResult: OcrResult | null = null
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// Retry sur 429 (rate limit) avec backoff exponentiel — utile en
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// free tier Mistral où la limite n'est pas linéaire. Max 3 retries
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// (30s + 60s + 90s = 3 min max d'attente avant abandon).
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const maxRetries = 3
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for (let attempt = 0; attempt <= maxRetries; attempt++) {
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try {
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ocrResult = await provider.extract({ storageKey, filename: pdf })
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break
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} catch (err) {
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const msg = (err as Error).message
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const isRateLimit = msg.includes('429') || msg.includes('Rate limit')
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if (!isRateLimit || attempt === maxRetries) {
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this.logger.error(`✗ ${pdf} — extraction throw : ${msg}`)
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break
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}
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const waitSec = 30 + attempt * 30
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this.logger.warning(
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`⏸ ${pdf} — 429 rate limit, retry dans ${waitSec}s (attempt ${attempt + 1}/${maxRetries})`
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)
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await new Promise((r) => setTimeout(r, waitSec * 1000))
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}
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}
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const durationMs = Date.now() - t0
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await driveDisk.delete(storageKey).catch(() => {})
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if (!ocrResult) continue
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const comparisons = compareFields(expected, ocrResult)
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const allMatch = comparisons.every((c) => c.match)
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