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Backfill veriff duplicate identity fraud #3784
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c961d61
Consolidate partnerDuplicatePayoutMethod into partnerDuplicateAccount…
devkiran 5351cdc
Update utils.ts
devkiran ad636e8
Merge branch 'main' into remove-partnerDuplicatePayoutMethod
devkiran 12d94a7
Recompute FraudEvent hashes after partnerDuplicateAccount rename
devkiran f2c937d
Remove partnerDuplicatePayoutMethod fraud rule type
devkiran 7616e92
Add backfill script for Veriff duplicate identity fraud events
devkiran e361cfc
Update backfill-veriff-duplicate-identity-fraud.ts
devkiran 7389f7f
Merge branch 'main' into backfill-veriff-duplicate-identity-fraud
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94 changes: 94 additions & 0 deletions
94
apps/web/scripts/migrations/backfill-veriff-duplicate-identity-fraud.ts
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,94 @@ | ||
| import { detectDuplicateIdentityFraud } from "@/lib/api/fraud/detect-duplicate-identity-fraud"; | ||
| import { fetchVeriffSessionDecision } from "@/lib/veriff/fetch-veriff-session-decision"; | ||
| import { VeriffRiskLabel, veriffRiskLabels } from "@/lib/veriff/schema"; | ||
| import { prisma } from "@dub/prisma"; | ||
| import { chunk } from "@dub/utils"; | ||
| import "dotenv-flow/config"; | ||
|
|
||
| // Backfills `partnerDuplicateAccount` fraud events for partners whose Veriff decisions | ||
| // predate https://github.com/dubinc/dub/pull/3765. Re-fetches each decision and replays | ||
| // `detectDuplicateIdentityFraud`, which is idempotent via hash-based dedup. | ||
| async function main() { | ||
| const partners = await prisma.partner.findMany({ | ||
| where: { | ||
| veriffSessionId: { | ||
| not: null, | ||
| }, | ||
| }, | ||
| select: { | ||
| id: true, | ||
| veriffSessionId: true, | ||
| }, | ||
| orderBy: { | ||
| createdAt: "asc", | ||
| }, | ||
| }); | ||
|
|
||
| console.log(`Found ${partners.length} partners with a Veriff session.`); | ||
|
|
||
| let scanned = 0; | ||
| let matched = 0; | ||
| let skipped = 0; | ||
| let errored = 0; | ||
|
|
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| const batches = chunk(partners, 10); | ||
|
|
||
| for (const [batchIndex, batch] of batches.entries()) { | ||
| await Promise.all( | ||
| batch.map(async ({ id: partnerId, veriffSessionId }) => { | ||
| if (!veriffSessionId) { | ||
| return; | ||
| } | ||
|
|
||
| try { | ||
| const { | ||
| verification: { riskLabels }, | ||
| } = await fetchVeriffSessionDecision(veriffSessionId); | ||
|
|
||
| scanned += 1; | ||
|
|
||
| const hasDuplicateRiskLabel = | ||
| riskLabels && | ||
| riskLabels.length > 0 && | ||
| riskLabels.some(({ label }) => | ||
| veriffRiskLabels.includes(label as VeriffRiskLabel), | ||
| ); | ||
|
|
||
| if (!hasDuplicateRiskLabel) { | ||
| skipped += 1; | ||
| return; | ||
| } | ||
|
|
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| matched += 1; | ||
|
|
||
| console.log( | ||
| `[match] partner=${partnerId} session=${veriffSessionId} labels=${riskLabels | ||
| ?.map(({ label }) => label) | ||
| .join(",")}`, | ||
| ); | ||
|
|
||
| await detectDuplicateIdentityFraud({ | ||
| veriffSessionId, | ||
| riskLabels, | ||
| }); | ||
| } catch (error) { | ||
| errored += 1; | ||
| console.error( | ||
| `[error] partner=${partnerId} session=${veriffSessionId}`, | ||
| error, | ||
| ); | ||
| } | ||
| }), | ||
| ); | ||
|
|
||
| console.log( | ||
| `Processed batch ${batchIndex + 1}/${batches.length} (scanned=${scanned}, matched=${matched}, skipped=${skipped}, errored=${errored})`, | ||
| ); | ||
| } | ||
|
|
||
| console.log( | ||
| `Backfill complete. total=${partners.length} scanned=${scanned} matched=${matched} skipped=${skipped} errored=${errored}`, | ||
| ); | ||
| } | ||
|
|
||
| main(); | ||
|
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