{"uid":"cap_7tlCRTn-JRM2Ws97PlvNl","slug":"data-ingestion-batches-duplicate-key-report-equal-width-histogram-bb101422","name":"Data Ingestion Batches — Duplicate Key Report + Equal-Width Histogram","description":"Data ingestion batches — Duplicate key report + Equal-width histogram: Duplicate key report + Equal-width histogram for supplied data ingestion batches records (received_rows, accepted_rows). 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-01-064?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","received_rows","accepted_rows"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"accepted_rows":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"dataset_group":{"type":"string","default":"","maxLength":80},"received_rows":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","accepted_rows":1,"dataset_group":"group-a","received_rows":10},{"date":"2026-10-02","row_id":"row-2","accepted_rows":2,"dataset_group":"group-b","received_rows":20},{"date":"2026-10-03","row_id":"row-3","accepted_rows":3,"dataset_group":"group-a","received_rows":15},{"date":"2026-10-04","row_id":"row-4","accepted_rows":4,"dataset_group":"group-b","received_rows":30}],"maxItems":200,"minItems":1},"field":{"enum":["received_rows","accepted_rows"],"type":"string","default":"received_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_1yYrfd5kGBwQf2MqH9EQ3","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":"Analyzes data ingestion batch records to produce a duplicate key report and an equal-width histogram for received_rows or accepted_rows values.","exampleAgentPrompt":"Check my ingestion batch records for duplicate row IDs and show me an equal-width histogram with 10 bins for the received_rows field — here are up to 200 rows with row_id, dataset_group, date, received_rows, and accepted_rows.","exampleUseCases":[{"title":"ETL pipeline duplicate key audit","prompt":"I have 150 ingestion batch records from last week's ETL run. Can you scan them for any duplicate row IDs and also give me a 5-bin histogram of the received_rows values so I can see how load sizes are distributed?"},{"title":"Accepted rows distribution analysis","prompt":"Here are 80 data ingestion batch records — each has a row_id, dataset_group, date, received_rows, and accepted_rows. Generate a duplicate key report and an equal-width histogram with 8 bins for the accepted_rows field."},{"title":"Daily ingestion batch quality check","prompt":"Run a quick quality check on these 200 ingestion batch records: find any duplicate row IDs and give me a histogram with 10 bins showing the spread of received_rows across the dataset."}],"resultDescription":"Returns two analytical reports: (1) a duplicate key report identifying any row_ids that appear more than once across the submitted records, and (2) an equal-width histogram breaking the chosen numeric field (received_rows or accepted_rows) into the specified number of bins with counts per bin. Both reports are computed locally with no external lookups.","failureModes":["Exceeds 200 row limit — request rejected or truncated","Invalid date format (not YYYY-MM-DD) causes schema validation failure","bins value outside 1–30 range returns validation error","Missing required fields (row_id, dataset_group, date, received_rows, accepted_rows) causes row-level rejection","Numeric values outside ±1,000,000,000,000 bounds fail validation","Empty rows array (minItems:1 not met) returns error","Payment not included or insufficient USDC causes 402 response"],"whenToPreferThis":"Choose this endpoint when you have up to 200 data ingestion batch records and need both a duplicate key scan and a numeric distribution histogram in a single low-cost call ($0.01 USDC). It is ideal for lightweight ETL quality checks, pipeline monitoring, or ad-hoc data audits where you do not need live database lookups, predictions, or external integrations — just local analytical computation on supplied row data.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-19T06:46:41.051Z","isFirstParty":false,"canonicalSlug":"data-ingestion-batches-duplicate-key-report-equal-width-histogram-bb101422"}