{"uid":"cap_wcSU4FnIbQrPboqAo2j5y","slug":"dependency-audits-string-normalisation-exact-row-deduplication-3b37db2b","name":"Dependency Audits — String Normalisation + Exact Row Deduplication","description":"Dependency audits — String normalisation + Exact row deduplication: String normalisation + Exact row deduplication for supplied dependency audits records (dependency_count, flagged_dependencies). 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-security-09-020?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","control_group","date","dependency_count","flagged_dependencies"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"control_group":{"type":"string","default":"","maxLength":80},"dependency_count":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"flagged_dependencies":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","control_group":"group-a","dependency_count":10,"flagged_dependencies":1},{"date":"2026-10-02","row_id":"row-2","control_group":"group-b","dependency_count":20,"flagged_dependencies":2},{"date":"2026-10-03","row_id":"row-3","control_group":"group-a","dependency_count":15,"flagged_dependencies":3},{"date":"2026-10-04","row_id":"row-4","control_group":"group-b","dependency_count":30,"flagged_dependencies":4}],"maxItems":200,"minItems":1}}},"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_eTdCSfbul7V69fopHmDHt","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":"Normalises strings and deduplicates exact rows in dependency audit records (dependency_count, flagged_dependencies) for up to 200 rows, producing 2 independent analytical reports.","exampleAgentPrompt":"Can you clean up this dependency audit dataset — normalise the string fields and remove any exact duplicate rows? I have up to 150 rows with dependency_count and flagged_dependencies values, and I need 2 analytical reports back.","exampleUseCases":[{"title":"Pre-analysis deduplication of security audits","prompt":"I have 120 dependency audit rows with dependency_count and flagged_dependencies columns — can you normalise the strings and strip out any exact duplicates so I get clean data for my security review? I need both analytical reports."},{"title":"Cleaning CI pipeline dependency exports","prompt":"My CI pipeline exports dependency audit records daily and there are messy strings and duplicate rows. Can you normalise and deduplicate up to 200 of these records grouped by control_group and date, and give me the two summary reports?"},{"title":"Multi-group audit data quality check","prompt":"I've got dependency audit data across two control groups for Q4 2026 — about 80 rows total. Can you run string normalisation and exact row deduplication on all of them and return both analytical reports?"}],"resultDescription":"Returns 2 independent analytical reports based on the supplied dependency audit rows after applying string normalisation (standardising text field values) and exact row deduplication (removing rows that are fully identical across all fields). No live lookups, predictions, or external actions are performed; all processing uses local analytical engines.","failureModes":["Input array exceeds 200 rows — request rejected","Missing required fields (row_id, date, dependency_count, flagged_dependencies) — validation error","Date field does not match YYYY-MM-DD pattern — schema validation failure","dependency_count or flagged_dependencies values outside allowed numeric range — rejection","Empty rows array — minimum 1 item required","Payment of 0.01 USDC not completed — x402 payment required response"],"whenToPreferThis":"Choose this endpoint when you need lightweight, local string normalisation and exact duplicate removal on dependency audit records (dependency_count + flagged_dependencies) without requiring live lookups, ML predictions, or external integrations. Ideal for pre-processing up to 200 rows of dependency audit data before downstream analysis, and when you need two independent summary reports at minimal cost ($0.01 USDC).","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-25T12:32:20.898Z","isFirstParty":false,"canonicalSlug":"dependency-audits-string-normalisation-exact-row-deduplication-3b37db2b"}