{"uid":"cap_I5nmfGdzG2dW5QP-ydna-","slug":"migration-batches-exact-row-deduplication-two-measure-correlation-abde35be","name":"Migration Batches — Exact Row Deduplication + Two-Measure Correlation","description":"Migration batches — Exact row deduplication + Two-measure correlation: Exact row deduplication + Two-measure correlation for supplied migration batches records (records_migrated, failed_records). Up to 200 rows; 2 independent reports using shared local analytical engines. No live lookup, prediction, professional assessment or external action. 0.01 USDC includes 2 supplied-data reports for up to 200 rows.","url":"https://market.datapackvibe.com/x402/assistant-ib26-software-18-050?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","component","date","records_migrated","failed_records"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"component":{"type":"string","default":"","maxLength":80},"failed_records":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"records_migrated":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","component":"group-a","failed_records":1,"records_migrated":10},{"date":"2026-10-02","row_id":"row-2","component":"group-b","failed_records":2,"records_migrated":20},{"date":"2026-10-03","row_id":"row-3","component":"group-a","failed_records":3,"records_migrated":15},{"date":"2026-10-04","row_id":"row-4","component":"group-b","failed_records":4,"records_migrated":30}],"maxItems":200,"minItems":1}}},"responseSchema":null,"example":null,"exampleRequest":null,"tags":["x402"],"displayCostAmount":"0.01","displayCostAsset":"USDC","priceDynamic":false,"priceHint":null,"priceStatus":"priced","priceSource":"probe","requiresHandshake":false,"reviewCount":0,"rating":{"score":"0.00","successRate":"0.00","reviews":0,"stars":null,"state":"unrated"},"availabilityStatus":"unknown","priceObserved":null,"sessionDeposit":null,"pricing":{"kind":"static","summary":"$0.01/call","primary":{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.01","per":"call","confidence":"exact"},"accepted":[{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.01","per":"call","confidence":"exact"}]},"paymentMethods":[{"uid":"pm_MSnxENSSj8o36aHjGC_fB","protocol":"x402","methodType":"crypto","chain":"base","mode":"charge","costAmount":"0.01","costPer":"request","priority":0,"asset":"0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913","unit":"request","depositMicros":null,"planRef":null}],"brandName":null,"brandSlug":null,"brandBaseUrl":null,"brandDocsUrl":null,"whatItDoes":"Deduplicates migration batch records and computes a two-measure correlation between records_migrated and failed_records for up to 200 rows.","exampleAgentPrompt":"Can you deduplicate my migration batch data and run a correlation analysis between records_migrated and failed_records? Here are my rows: row-1 for group-a on 2026-10-01 with 10 migrated and 1 failed, row-2 for group-b on 2026-10-02 with 20 migrated and 2 failed, row-3 for group-a on 2026-10-03 with 15 migrated and 3 failed, and row-4 for group-b on 2026-10-04 with 30 migrated and 4 failed.","exampleUseCases":[{"title":"Validate migration run quality","prompt":"I just finished a migration run across four components and I want to check if there are any duplicate batch entries and whether higher record counts correlate with more failures. Here's my data: row-1, group-a, 2026-10-01, 500 migrated, 5 failed; row-2, group-b, 2026-10-01, 300 migrated, 12 failed; row-3, group-a, 2026-10-01, 500 migrated, 5 failed — can you deduplicate and run the two-measure correlation for me?"},{"title":"Detect duplicate batch submissions","prompt":"Our migration pipeline sometimes submits the same batch twice by accident. Can you take these 10 migration batch records with their records_migrated and failed_records values, remove any exact duplicate rows, and also tell me how correlated the two measures are across the cleaned data?"},{"title":"Post-migration QA reporting","prompt":"After our nightly migration job I need two reports: one that deduplicates the batch log entries and one that shows correlation between how many records were migrated versus how many failed — here are the 50 rows from last night's run, can you produce both reports?"}],"resultDescription":"Returns two analytical reports for up to 200 migration batch rows: (1) an exact row deduplication report identifying and removing fully duplicate entries, and (2) a two-measure correlation report quantifying the statistical relationship between records_migrated and failed_records across the deduplicated dataset.","failureModes":["Exceeding 200 rows returns a validation error","Missing required fields (row_id, component, date, records_migrated, failed_records) cause row-level rejection","Invalid date format (non-YYYY-MM-DD) triggers a pattern validation error","All-null values for records_migrated or failed_records may prevent correlation computation","Payment failure returns HTTP 402 with no report generated"],"whenToPreferThis":"Choose this endpoint when you have migration batch data with both records_migrated and failed_records columns and need both data cleaning (deduplication) and statistical correlation in a single low-cost API call. It is ideal for post-migration QA workflows where duplicate batch submissions are a risk and you want to understand whether migration volume correlates with failure rates, all without sending data to an external analytics platform.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-30T19:11:31.842Z","isFirstParty":false,"canonicalSlug":"migration-batches-exact-row-deduplication-two-measure-correlation-abde35be"}