{"uid":"cap_HgOjOo9i1ssYkoSrR0W7w","slug":"transformation-throughput-numeric-interval-filter-equal-width-histogram-09f722f3","name":"Transformation Throughput — Numeric Interval Filter + Equal-Width Histogram","description":"Transformation throughput — Numeric interval filter + Equal-width histogram: Numeric interval filter + Equal-width histogram 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-13-129?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"bins":{"type":"integer","default":5,"maximum":30,"minimum":1},"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"},"maximum":{"type":"number","default":100,"maximum":1000000000000,"minimum":-1000000000000},"minimum":{"type":"number","default":0,"maximum":1000000000000,"minimum":-1000000000000}}},"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_jQbzM0l36IglsWgWCbTRL","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":"Filters transformation throughput records by a numeric interval and generates an equal-width histogram for processed_rows or duration_seconds, returning two analytical reports for up to 200 rows.","exampleAgentPrompt":"Can you filter my transformation throughput records where processed_rows is between 500 and 20000, then generate a 10-bin equal-width histogram of processed_rows? Here are the records: row-1 on 2025-01-01 group-a 1200 rows 3.5 sec, row-2 on 2025-01-02 group-b 8500 rows 12.1 sec, row-3 on 2025-01-03 group-a 300 rows 1.2 sec.","exampleUseCases":[{"title":"Pipeline throughput distribution analysis","prompt":"I have 150 daily ETL run records with processed_rows and duration_seconds. Filter to runs where processed_rows is between 1000 and 100000, then give me a 10-bin histogram of processed_rows so I can see how throughput is distributed across my pipeline jobs."},{"title":"Slow job duration bucketing","prompt":"Here are my transformation logs for the past month — can you filter to runs with duration_seconds between 30 and 3600 and show me an equal-width histogram with 8 bins so I can see how many jobs fall into each duration range?"},{"title":"Dataset group throughput audit","prompt":"I need to audit throughput for dataset group 'ingestion-prod' — filter the records where processed_rows is between 5000 and 500000 and give me a 5-bin histogram so I can spot where most runs cluster."}],"resultDescription":"Returns two reports based on the supplied rows: (1) a numeric interval filter report listing which records fall within the specified minimum/maximum range for the chosen field, and (2) an equal-width histogram report showing bin boundaries, counts, and frequencies for up to 30 bins — all computed locally on the submitted data with no external lookups.","failureModes":["Fewer than 1 row submitted — validation error","More than 200 rows submitted — rejected, max limit enforced","bins value outside 1–30 range — validation error","Missing required row fields (row_id, date, processed_rows, duration_seconds) — schema error","date field not matching YYYY-MM-DD pattern — validation error","All rows filtered out by interval — empty filter result, histogram may be empty","null values in numeric fields — may be excluded from histogram computation"],"whenToPreferThis":"Choose this endpoint when you have transformation throughput records (ETL/pipeline runs with processed_rows and duration_seconds) and need both an interval filter and a frequency histogram in a single call. It is purpose-built for pipeline analytics on user-supplied data — no external data sources, predictions, or live lookups. Prefer it over generic stats APIs when you specifically need equal-width histogramming paired with interval filtering on throughput metrics.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-28T19:42:26.625Z","isFirstParty":false,"canonicalSlug":"transformation-throughput-numeric-interval-filter-equal-width-histogram-09f722f3"}