{"uid":"cap_vWdTevP7D4Odoph9uuWGj","slug":"file-ingestion-keyed-dataset-comparison-7929f877","name":"File Ingestion Keyed Dataset Comparison","description":"File ingestion - Keyed dataset comparison: Keyed dataset comparison for File ingestion. Up to 200 supplied typed records. Local descriptive analytics; no enrichment or forecast. One of 25 new profiles across 20 shared operations in this industry. 0.01 USDC includes one bounded keyed dataset comparison report.","url":"https://market.datapackvibe.com/x402/assistant-ar-analytics-file-ingestion-compare?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","source","date","loaded_bytes","parse_errors"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"source":{"type":"string","default":"","maxLength":80},"loaded_bytes":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"parse_errors":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","source":"group-a","loaded_bytes":10,"parse_errors":1},{"date":"2026-10-02","row_id":"row-2","source":"group-b","loaded_bytes":20,"parse_errors":2},{"date":"2026-10-03","row_id":"row-3","source":"group-a","loaded_bytes":15,"parse_errors":3},{"date":"2026-10-04","row_id":"row-4","source":"group-b","loaded_bytes":30,"parse_errors":4}],"maxItems":200,"minItems":1},"other":{"type":"array","items":{"type":"object","required":["row_id","source","date","loaded_bytes","parse_errors"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"source":{"type":"string","default":"","maxLength":80},"loaded_bytes":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"parse_errors":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","source":"group-a","loaded_bytes":10,"parse_errors":1},{"date":"2026-10-02","row_id":"row-2","source":"group-b","loaded_bytes":21,"parse_errors":2},{"date":"2026-10-03","row_id":"row-3","source":"group-a","loaded_bytes":17,"parse_errors":3},{"date":"2026-10-04","row_id":"row-4","source":"group-b","loaded_bytes":33,"parse_errors":4}],"maxItems":200,"minItems":0}}},"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_6d63mIZ22N623VnN2txnR","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":"Compares two keyed datasets of file ingestion records (by row_id) and returns a descriptive analytics report highlighting differences in loaded_bytes and parse_errors.","exampleAgentPrompt":"Compare these two batches of file ingestion records for me — the first set has row-1 through row-4 from group-a and group-b with their loaded_bytes and parse_errors, and the second set has the same row IDs but slightly different byte counts and error counts. Give me a keyed comparison report showing what changed.","exampleUseCases":[{"title":"Pipeline run regression check","prompt":"I ran our file ingestion pipeline twice — here are the records from yesterday's run and today's run, each with row IDs, source, date, loaded_bytes, and parse_errors. Can you compare them and tell me which rows got more parse errors or loaded different byte counts?"},{"title":"A/B source group comparison","prompt":"We have two data sources, group-a and group-b, both processing the same row IDs on the same dates. Compare their loaded_bytes and parse_errors side by side so I can see which source is performing better."},{"title":"Pre- and post-fix ingestion audit","prompt":"Before our bug fix, our ingestion pipeline produced these records with their byte counts and error counts. After the fix it produced these updated records. Compare the two sets by row ID and show me the differences in loaded_bytes and parse_errors."}],"resultDescription":"A bounded keyed dataset comparison report containing descriptive analytics: per-row deltas for loaded_bytes and parse_errors between the two supplied datasets, matched by row_id. Includes summary statistics on differences with no external enrichment or forecasting.","failureModes":["Rows array is empty or missing — validation error returned","row_id missing or exceeds 80 characters — schema validation failure","More than 200 records submitted — rejected with maxItems error","date field does not match YYYY-MM-DD pattern — parse error","row_id present in one dataset but not the other — unmatched key handling may produce partial results","Payment not attached or insufficient — x402 payment required error"],"whenToPreferThis":"Use this endpoint when you have two sets of file ingestion records keyed by row_id and want a fast, local descriptive comparison of loaded_bytes and parse_errors without needing enrichment, forecasting, or external data. Ideal for pipeline regression checks, A/B source comparisons, and pre/post-fix audits on up to 200 records at minimal cost ($0.01 USDC).","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-18T19:02:54.891Z","isFirstParty":false,"canonicalSlug":"file-ingestion-keyed-dataset-comparison-7929f877"}