{"uid":"cap_uxwTR0c4YbMEMXmcj8xZl","slug":"transformation-throughput-analytics-numeric-distribution-grouped-e733b0c5","name":"Transformation Throughput Analytics — Numeric Distribution + Grouped Numeric Summary","description":"Transformation throughput — Numeric distribution + Grouped numeric summary: Numeric distribution + Grouped numeric summary 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-13-071?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_k21t6M8NNM9DtcFSGKvLE","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 a numeric distribution report and a grouped numeric summary for transformation throughput records (processed_rows and duration_seconds) over up to 200 supplied rows.","exampleAgentPrompt":"Can you analyze the distribution of processed_rows and give me a grouped numeric summary by dataset_group for these transformation throughput records: row-1 on 2026-10-01 in group-a had 10 processed_rows and 1 duration_second, row-2 on 2026-10-02 in group-b had 20 rows and 2 seconds?","exampleUseCases":[{"title":"ETL pipeline throughput audit","prompt":"I have 50 ETL job records from last quarter — each has a row_id, a pipeline_group, a date, a processed_rows count, and a duration_seconds value. Can you compute the numeric distribution of processed_rows and a grouped summary breaking everything down by pipeline_group?"},{"title":"Data team performance reporting","prompt":"We run nightly transformation jobs across two dataset groups, 'raw_ingestion' and 'normalized_output'. Here are 80 records with row counts and durations — can you give me a numeric distribution of duration_seconds and a grouped summary so I can see how each group is performing?"},{"title":"Anomaly investigation on slow batches","prompt":"I'm seeing some batches with unusually long durations and want to understand the spread. Can you analyze the numeric distribution of duration_seconds and group the summary by dataset_group for these 30 transformation records so I can spot which groups are running slow?"}],"resultDescription":"Returns two analytical reports: (1) a numeric distribution for the chosen field (processed_rows or duration_seconds) showing spread, frequency bands, and statistical shape across all supplied rows; and (2) a grouped numeric summary aggregating that field's statistics segmented by dataset_group. Both reports are computed locally against the supplied data with no external lookup.","failureModes":["Exceeding 200 rows returns an error — batch must be split","Missing required fields (row_id, date, dataset_group, processed_rows, duration_seconds) on any row causes validation failure","Invalid date format (not YYYY-MM-DD) causes rejection","All-null values for the selected numeric field may produce degenerate or empty statistics","field enum value must be exactly 'processed_rows' or 'duration_seconds'; other strings are rejected"],"whenToPreferThis":"Choose this endpoint when you have a batch of transformation job records and need both a distributional view and a group-level numeric breakdown of throughput metrics (processed_rows or duration_seconds) in a single call. It is ideal for data engineers or analysts who want offline, supply-side statistical summaries without requiring live database access or external data enrichment. Prefer it over general analytics tools when you need two specific report types — numeric distribution and grouped summary — bundled at minimal cost.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-28T19:42:28.168Z","isFirstParty":false,"canonicalSlug":"transformation-throughput-analytics-numeric-distribution-grouped-e733b0c5"}