{"uid":"cap_GuzX4ztQ7uTbUKgpO4dWO","slug":"transformation-throughput-string-normalisation-base-100-series-a487302a","name":"Transformation Throughput — String Normalisation + Base-100 Series","description":"Transformation throughput — String normalisation + Base-100 series: String normalisation + Base-100 series 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-13-030?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"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"},"base_index":{"type":"integer","default":0,"maximum":199,"minimum":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_GKtZjchpY75Ta3W8qoak2","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 transformation throughput data (processed_rows, duration_seconds) by running string normalisation and Base-100 indexed series reports on up to 200 supplied rows.","exampleAgentPrompt":"Run string normalisation and a Base-100 index series on my transformation throughput records — here are 4 rows of processed_rows data for groups A and B from October 2026, using row-1 as the base index.","exampleUseCases":[{"title":"ETL pipeline performance benchmarking","prompt":"I have daily ETL run stats for October — processed_rows and duration_seconds for two dataset groups over 10 days. Can you normalize the strings and produce a Base-100 series for processed_rows, indexed to day 1?"},{"title":"Throughput degradation detection","prompt":"Here are 50 rows of transformation throughput records from our data pipeline. Run string normalisation and a Base-100 series on duration_seconds so I can see how processing time has drifted relative to our first measurement."},{"title":"Multi-group throughput comparison","prompt":"I want to compare throughput trends across dataset groups using a Base-100 index. I have 120 rows with processed_rows and duration_seconds. Can you run the string normalisation and base-100 series reports with base_index set to 0?"}],"resultDescription":"Returns two analytical reports: (1) a string-normalised representation of the selected field across the supplied rows, and (2) a Base-100 indexed series showing relative change in the chosen metric (processed_rows or duration_seconds) from the specified base index row. No external lookups or predictions are made — all analysis is performed on the supplied data only.","failureModes":["More than 200 rows supplied — request rejected at schema validation","Missing required fields (row_id, date, processed_rows, duration_seconds) cause validation errors","base_index out of range (must be 0–199 and within the supplied row count)","Null values in the selected numeric field may affect index calculations","Malformed date strings not matching YYYY-MM-DD pattern rejected by schema"],"whenToPreferThis":"Choose this endpoint when you need lightweight, local analytical processing of transformation throughput records — specifically both string normalisation and Base-100 indexing together in a single call at low cost ($0.01 USDC for both reports). Ideal for data engineering teams that want quick relative-trend analysis of ETL pipeline metrics (processed_rows or duration_seconds) without needing external data, predictions, or professional assessments.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-19T12:45:42.627Z","isFirstParty":false,"canonicalSlug":"transformation-throughput-string-normalisation-base-100-series-a487302a"}