{"uid":"cap_smiI35C3mM9nKUZ_E-6gg","slug":"dataset-partition-sizes-date-by-category-pivot-keyed-dataset-comparison-0a42d549","name":"Dataset Partition Sizes — Date-by-Category Pivot + Keyed Dataset Comparison","description":"Dataset partition sizes — Date by category pivot + Keyed dataset comparison: Date by category pivot + Keyed dataset comparison for supplied dataset partition sizes records (row_count, file_mb). 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-07-188?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","dataset_group","date","row_count","file_mb"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"file_mb":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"row_count":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"dataset_group":{"type":"string","default":"","maxLength":80}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","file_mb":1,"row_count":10,"dataset_group":"group-a"},{"date":"2026-10-02","row_id":"row-2","file_mb":2,"row_count":20,"dataset_group":"group-b"},{"date":"2026-10-03","row_id":"row-3","file_mb":3,"row_count":15,"dataset_group":"group-a"},{"date":"2026-10-04","row_id":"row-4","file_mb":4,"row_count":30,"dataset_group":"group-b"}],"maxItems":200,"minItems":1},"field":{"enum":["row_count","file_mb"],"type":"string","default":"row_count"},"other":{"type":"array","items":{"type":"object","required":["row_id","dataset_group","date","row_count","file_mb"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"file_mb":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"row_count":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"dataset_group":{"type":"string","default":"","maxLength":80}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","file_mb":1,"row_count":10,"dataset_group":"group-a"},{"date":"2026-10-02","row_id":"row-2","file_mb":2,"row_count":21,"dataset_group":"group-b"},{"date":"2026-10-03","row_id":"row-3","file_mb":3,"row_count":17,"dataset_group":"group-a"},{"date":"2026-10-04","row_id":"row-4","file_mb":4,"row_count":33,"dataset_group":"group-b"}],"maxItems":200,"minItems":0}}},"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_ZXQoc-AzQP9bHVGEoptnu","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":"Generates two analytical reports from supplied dataset partition size records: a date-by-category pivot table and a keyed comparison between two datasets, for up to 200 rows each.","exampleAgentPrompt":"I have two versions of our dataset partition records — each with row_id, dataset_group, date, row_count, and file_mb — can you run both a date-by-category pivot and a keyed comparison on them using row_count as the metric? Here are the rows for dataset A and dataset B.","exampleUseCases":[{"title":"ETL pipeline partition growth audit","prompt":"I want to see how our dataset partitions have grown over the past month — I have records for each partition with date, dataset_group, row_count, and file_mb. Can you pivot these by date and category so I can see row_count trends, and also compare this month's snapshot against last month's snapshot keyed by row_id?"},{"title":"Storage cost analysis by dataset group","prompt":"We have two dataset snapshots from different pipeline runs, each with row_id, dataset_group, date, and file_mb fields. Run a date-by-category pivot on file_mb for the current snapshot and compare it against the previous snapshot so I can see which groups grew the most in storage size."},{"title":"Data quality check between staging and production","prompt":"Can you compare our staging dataset partitions against our production dataset partitions? Both have row_id, dataset_group, date, row_count, and file_mb. I want a keyed comparison on row_count to spot any mismatches, plus a pivot of the staging data by date and dataset_group."}],"resultDescription":"Returns two independent analytical reports: (1) a date-by-category pivot table showing the selected metric (row_count or file_mb) broken down by date and dataset_group, and (2) a keyed comparison report matching records from the primary and secondary datasets by row_id to surface differences in the chosen metric. Both reports are computed locally from the supplied data with no external lookups.","failureModes":["Input array exceeds 200 rows — request will be rejected or truncated","Missing required fields (row_id, dataset_group, date, row_count, file_mb) on any row causes validation error","Invalid date format (not YYYY-MM-DD) fails schema validation","Mismatched row_ids between primary and comparison datasets may produce incomplete comparison report","Null values in row_count or file_mb may result in gaps in pivot or comparison output","Payment of 0.01 USDC not completed — endpoint returns 402 and no analysis is performed"],"whenToPreferThis":"Choose this endpoint when you have up to 200 dataset partition records and need both a date-by-category pivot table and a keyed comparison between two dataset versions in a single paid call. It is ideal for data engineers monitoring ETL pipeline outputs, comparing dataset snapshots, or auditing partition size trends by group over time — without needing a live database, BI tool, or external analytics service. Prefer alternatives if you need more than 200 rows, real-time data fetching, or more than two report types per call.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-19T06:46:40.484Z","isFirstParty":false,"canonicalSlug":"dataset-partition-sizes-date-by-category-pivot-keyed-dataset-comparison-0a42d549"}