{"uid":"cap_C8InDD3iwbiEHBpypQJAF","slug":"transformation-throughput-analytics-exact-row-deduplication-equal-5dcb68af","name":"Transformation Throughput Analytics: Exact Row Deduplication + Equal-Width Histogram","description":"Transformation throughput — Exact row deduplication + Equal-width histogram: Exact row deduplication + 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-13-048?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"}}},"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_GkDCIzPoc_Kbd5k_tGReR","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":"Deduplicates transformation throughput records and computes an equal-width histogram over processed_rows or duration_seconds for up to 200 rows in a single API call.","exampleAgentPrompt":"Can you deduplicate my transformation throughput records and compute a 10-bin equal-width histogram over processed_rows? Here's my dataset with row_id, dataset_group, date, processed_rows, and duration_seconds — up to 150 rows from my ETL runs.","exampleUseCases":[{"title":"ETL Pipeline Deduplication Audit","prompt":"I have 120 rows of daily ETL job logs with row_id, dataset_group, date, processed_rows, and duration_seconds — can you deduplicate them exactly and show me how many were duplicates?"},{"title":"Processed Rows Frequency Distribution","prompt":"Take these 80 transformation throughput records and build me a 5-bin equal-width histogram over processed_rows so I can see how the workload is distributed across runs."},{"title":"Processing Duration Histogram for Performance Review","prompt":"I've got 200 rows of pipeline run data with duration_seconds — can you deduplicate them and generate a 15-bin histogram over duration_seconds so I can spot outlier slow runs?"}],"resultDescription":"Returns two reports: (1) an exact row deduplication report identifying and removing fully duplicate records from the submitted dataset, and (2) an equal-width histogram over the selected numeric field (processed_rows or duration_seconds) partitioned into the specified number of bins, showing bin ranges and record counts. All computation is local with no external data lookups.","failureModes":["Fewer than 1 or more than 200 rows submitted — request rejected","Invalid date format (not YYYY-MM-DD) — schema validation error","bins value outside 1–30 range — request rejected","Null values in processed_rows or duration_seconds may affect histogram bin computation","field enum value not matching 'processed_rows' or 'duration_seconds' — validation error","Missing required fields (row_id, dataset_group, date) — schema validation error"],"whenToPreferThis":"Choose this endpoint when you need both exact duplicate removal and a histogram distribution summary for ETL or pipeline throughput data in a single cheap call ($0.01 USDC). It is purpose-built for transformation throughput metrics (processed_rows, duration_seconds) and handles up to 200 rows with two bundled analytical reports. Prefer alternatives if you need statistical outlier detection, predictive modeling, live data lookup, or datasets exceeding 200 rows.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-28T19:41:45.466Z","isFirstParty":false,"canonicalSlug":"transformation-throughput-analytics-exact-row-deduplication-equal-5dcb68af"}