{"uid":"cap_N9hiPgF6uz1h12HhYYAjC","slug":"transformation-throughput-analytics-daily-sum-series-keyed-dataset-81a29967","name":"Transformation Throughput Analytics — Daily Sum Series + Keyed Dataset Comparison","description":"Transformation throughput — Daily sum series + Keyed dataset comparison: Daily sum series + Keyed dataset comparison for supplied transformation throughput records (processed_rows, duration_seconds). Up to 200 rows; 2 independent reports using shared local analytical engines. 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Can you show me the daily total of processed_rows for each run and highlight where they differ?"},{"title":"Daily throughput trend for data ingestion","prompt":"Here are 150 rows from our ingestion jobs over the past month, each with a date and processed_rows count. Give me a daily sum series of processed_rows and compare it against our baseline run from last month."},{"title":"Duration performance audit across groups","prompt":"I need to audit how long our transformation jobs are taking each day. Here's my dataset with date, dataset_group, and duration_seconds for each job. Can you compute the daily sum of duration_seconds and compare it against our previous benchmark dataset?"}],"resultDescription":"Returns two independent analytical reports: (1) a daily sum time series aggregating the chosen field (processed_rows or duration_seconds) by date, and (2) a keyed dataset comparison report highlighting differences between the primary and secondary supplied datasets, grouped by dataset_group keys.","failureModes":["Missing required fields (row_id, dataset_group, date, processed_rows, duration_seconds) causes validation error","Date strings not matching YYYY-MM-DD pattern are rejected","Input arrays exceeding 200 rows are rejected","Empty rows array (minItems: 1 violated) returns error","Null numeric values are allowed but may affect sum accuracy — nulls excluded from aggregation","No live data lookup — results depend entirely on supplied input quality"],"whenToPreferThis":"Choose this endpoint when you have locally-held transformation pipeline records (ETL job logs, ingestion batch records) and need both a date-bucketed cumulative view and a side-by-side group comparison in a single $0.01 call, without requiring any external data fetching, prediction, or real-time system access.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-28T19:42:08.603Z","isFirstParty":false,"canonicalSlug":"transformation-throughput-analytics-daily-sum-series-keyed-dataset-81a29967"}