{"uid":"cap_8rLVZYfRj6UMxDIPtQIzp","slug":"numeric-precision-comparisons-duplicate-key-report-adjacent-row-changes-8a2879a2","name":"Numeric Precision Comparisons — Duplicate Key Report + Adjacent Row Changes","description":"Numeric precision comparisons — Duplicate key report + Adjacent row changes: Duplicate key report + Adjacent row changes for supplied numeric precision comparisons records (source_value, transformed_value). 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-analytics-20-062?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","dataset_group","date","source_value","transformed_value"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"source_value":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"dataset_group":{"type":"string","default":"","maxLength":80},"transformed_value":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","source_value":10,"dataset_group":"group-a","transformed_value":1},{"date":"2026-10-02","row_id":"row-2","source_value":20,"dataset_group":"group-b","transformed_value":2},{"date":"2026-10-03","row_id":"row-3","source_value":15,"dataset_group":"group-a","transformed_value":3},{"date":"2026-10-04","row_id":"row-4","source_value":30,"dataset_group":"group-b","transformed_value":4}],"maxItems":200,"minItems":1},"field":{"enum":["source_value","transformed_value"],"type":"string","default":"source_value"}}},"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_1g_h_S80N7OpZwe_SWaJ4","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":"Analyzes up to 200 rows of source/transformed numeric value pairs to produce two local analytical reports: a duplicate key report and an adjacent row changes report.","exampleAgentPrompt":"I have up to 200 rows of source and transformed numeric values with row IDs, dataset groups, and dates — can you run a duplicate key report and adjacent row changes report on them, analyzing the source_value field?","exampleUseCases":[{"title":"ETL pipeline data integrity audit","prompt":"I just ran an ETL job and have 150 rows with source_value and transformed_value columns. Can you check the source_value field for duplicate row IDs and flag where adjacent rows changed significantly? The dataset has groups like 'revenue' and 'costs' with daily dates in October 2026."},{"title":"Data transformation regression check","prompt":"I need to verify my data transformation didn't introduce any duplicate keys or unexpected sequential jumps. Here are 80 rows with row_id, dataset_group, date, source_value, and transformed_value — please run the duplicate key and adjacent row change reports on the transformed_value field."},{"title":"Numeric precision QA before reporting","prompt":"Before I finalize my quarterly report, can you scan these 200 rows of numeric precision comparisons — source and transformed values grouped by product line — and give me a duplicate key report plus an adjacent row changes report on source_value?"}],"resultDescription":"Two independent analytical reports: (1) a duplicate key report identifying row_ids that appear more than once in the supplied dataset, and (2) an adjacent row changes report showing where consecutive rows differ in the selected numeric field (source_value or transformed_value). Both reports are computed locally from the supplied data with no external lookups.","failureModes":["Input rows exceed 200 item limit — request rejected","Missing required fields (row_id, dataset_group, date, source_value, transformed_value) on any row — validation error","Date field does not match YYYY-MM-DD pattern — schema validation failure","Numeric values outside allowed range (-1,000,000,000,000 to 1,000,000,000,000) — rejected","Invalid field enum value (must be 'source_value' or 'transformed_value') — error","Empty rows array — rejected due to minItems:1 constraint"],"whenToPreferThis":"Choose this endpoint when you need fast, local analytical reports on a batch of numeric source/transformed value pairs — specifically duplicate key detection and adjacent row change detection — without requiring external data lookups, ML predictions, or professional assessments. Ideal for data quality checks in ETL pipelines, transformation audits, and pre-reporting validation where you have up to 200 rows and need two structured reports in a single low-cost call.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-15T06:39:52.143Z","isFirstParty":false,"canonicalSlug":"numeric-precision-comparisons-duplicate-key-report-adjacent-row-changes-8a2879a2"}