{"uid":"cap_zx8ahLbpCcA5CQmY01Fl2","slug":"transformation-throughput-analytics-numeric-distribution-row-ordering-ddcf8f34","name":"Transformation Throughput Analytics — Numeric Distribution & Row Ordering","description":"Transformation throughput — Numeric distribution + Numeric row ordering: Numeric distribution + Numeric row ordering for supplied transformation throughput records (processed_rows, duration_seconds). 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-13-073?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","dataset_group","date","processed_rows","duration_seconds"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"dataset_group":{"type":"string","default":"","maxLength":80},"processed_rows":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"duration_seconds":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","dataset_group":"group-a","processed_rows":10,"duration_seconds":1},{"date":"2026-10-02","row_id":"row-2","dataset_group":"group-b","processed_rows":20,"duration_seconds":2},{"date":"2026-10-03","row_id":"row-3","dataset_group":"group-a","processed_rows":15,"duration_seconds":3},{"date":"2026-10-04","row_id":"row-4","dataset_group":"group-b","processed_rows":30,"duration_seconds":4}],"maxItems":200,"minItems":1},"field":{"enum":["processed_rows","duration_seconds"],"type":"string","default":"processed_rows"}}},"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_UHCnLco8UMnrvak4a62EK","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":"Computes numeric distribution statistics and row ordering reports for transformation throughput records (processed_rows, duration_seconds) from up to 200 supplied rows.","exampleAgentPrompt":"Can you analyze the distribution and ordering of processed_rows for these transformation runs — I have 4 records: row-1 on 2026-10-01 in group-a with 10 processed rows and 1 second, row-2 on 2026-10-02 in group-b with 20 rows and 2 seconds, row-3 on 2026-10-03 in group-a with 15 rows and 3 seconds, and row-4 on 2026-10-04 in group-b with 30 rows and 4 seconds?","exampleUseCases":[{"title":"ETL pipeline throughput review","prompt":"I have 50 ETL job runs with their processed_rows and duration_seconds logged by date and group — can you give me the numeric distribution and row ordering for processed_rows so I can see how throughput is spread across those runs?"},{"title":"Duration outlier detection in pipelines","prompt":"Here are 120 transformation job records with date, dataset_group, processed_rows, and duration_seconds — can you run the distribution and ordering analysis on duration_seconds so I can spot which jobs are taking unusually long?"},{"title":"Dataset group performance comparison","prompt":"I've got two dataset groups, group-a and group-b, with transformation records over the last quarter — can you analyze the numeric distribution and ordering of processed_rows across all 80 rows so I can compare throughput between groups?"}],"resultDescription":"Returns two independent analytical reports for the specified numeric field (processed_rows or duration_seconds): a numeric distribution report (e.g. percentiles, frequency breakdown) and a numeric row ordering report (ranked rows by value), both computed locally from the supplied records without any external lookups.","failureModes":["More than 200 rows submitted — request will be rejected or truncated","Missing required fields (row_id, date, processed_rows, duration_seconds) cause validation errors","Invalid date format (not YYYY-MM-DD) triggers schema validation failure","Null values in the selected numeric field may affect distribution calculations","Submitting an invalid field enum value (not 'processed_rows' or 'duration_seconds') returns an error"],"whenToPreferThis":"Choose this endpoint when you have transformation throughput records with processed_rows and/or duration_seconds values and need both a statistical distribution breakdown and a ranked ordering of rows in a single call, for up to 200 records, without requiring any external data lookup or prediction.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-28T19:42:03.395Z","isFirstParty":false,"canonicalSlug":"transformation-throughput-analytics-numeric-distribution-row-ordering-ddcf8f34"}