{"uid":"cap_NiHOr7X_LL-LujWswFrD3","slug":"animation-budgets-keyed-dataset-comparison-explicit-missing-value-fill-df17be75","name":"Animation Budgets — Keyed Dataset Comparison + Explicit Missing-Value Fill","description":"Animation budgets — Keyed dataset comparison + Explicit missing-value fill: Keyed dataset comparison + Explicit missing-value fill for supplied animation budgets records (bone_count, frame_ms). 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-game-07-190?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","game_area","date","bone_count","frame_ms"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"frame_ms":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"game_area":{"type":"string","default":"","maxLength":80},"bone_count":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","frame_ms":1,"game_area":"group-a","bone_count":10},{"date":"2026-10-02","row_id":"row-2","frame_ms":2,"game_area":"group-b","bone_count":20},{"date":"2026-10-03","row_id":"row-3","frame_ms":3,"game_area":"group-a","bone_count":15},{"date":"2026-10-04","row_id":"row-4","frame_ms":4,"game_area":"group-b","bone_count":30}],"maxItems":200,"minItems":1},"field":{"enum":["bone_count","frame_ms"],"type":"string","default":"bone_count"},"other":{"type":"array","items":{"type":"object","required":["row_id","game_area","date","bone_count","frame_ms"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"frame_ms":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"game_area":{"type":"string","default":"","maxLength":80},"bone_count":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","frame_ms":1,"game_area":"group-a","bone_count":10},{"date":"2026-10-02","row_id":"row-2","frame_ms":2,"game_area":"group-b","bone_count":21},{"date":"2026-10-03","row_id":"row-3","frame_ms":3,"game_area":"group-a","bone_count":17},{"date":"2026-10-04","row_id":"row-4","frame_ms":4,"game_area":"group-b","bone_count":33}],"maxItems":200,"minItems":0},"method":{"enum":["zero","mean","median"],"type":"string","default":"median"}}},"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_0rJqwKi87T9N22SHX4kWb","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":"Compares two animation budget datasets (bone_count or frame_ms) by matching on row keys, and fills any missing values explicitly, producing two analytical reports.","exampleAgentPrompt":"Compare my two animation budget datasets — rows dataset has bone_count values like 10, 20, 15, 30 across game areas group-a and group-b from 2026-10-01 to 2026-10-04, and the other dataset has bone_count values 10, 21, 17, 33 for the same rows — run a keyed comparison and fill any missing bone_count values, and give me both reports.","exampleUseCases":[{"title":"Bone count drift between build versions","prompt":"I have two snapshots of our animation budgets from different build versions — the main dataset has bone_count readings for each game area from October 1–4, 2026, and the comparison dataset has slightly different bone_count values for the same row IDs. Can you run a keyed comparison on bone_count and fill in any missing entries so I can see exactly what changed?"},{"title":"Frame timing regression audit","prompt":"We suspect our latest animation pass introduced frame_ms regressions in certain game areas. I've got the baseline dataset and the new dataset, both with up to 200 rows keyed by row_id and date. Run a keyed dataset comparison on frame_ms with explicit missing-value fill and give me the two reports."},{"title":"QA validation of animation budget exports","prompt":"Our QA pipeline exports animation budget records twice — once from the engine and once from our toolchain — and I need to reconcile them. Both exports have bone_count and frame_ms fields per game area. Can you compare them by row key, fill any missing bone_count values, and report the discrepancies?"}],"resultDescription":"Returns two analytical reports: (1) a keyed dataset comparison showing row-by-row differences between the primary and secondary animation budget datasets for the chosen field (bone_count or frame_ms), and (2) an explicit missing-value fill report showing which rows had null/missing values and what fill values were applied. Up to 200 rows are supported per dataset.","failureModes":["More than 200 rows submitted — request rejected with validation error","Missing required fields (row_id, game_area, date, bone_count, frame_ms) in any row — schema validation failure","Invalid date format (non YYYY-MM-DD) — pattern validation error","Field enum value not 'bone_count' or 'frame_ms' — enum validation error","Empty rows array — minItems constraint violation","Numeric values outside allowed range — min/max constraint error"],"whenToPreferThis":"Choose this endpoint when you need to compare two animation budget datasets side-by-side by matching on row keys and simultaneously handle missing values — specifically for game animation metrics (bone_count, frame_ms) organized by game_area and date. It is ideal for build-over-build regression checks, QA reconciliation of dual exports, or auditing animation budget drift. Prefer it over generic diff tools when you need both a keyed comparison and a missing-value fill report in a single call for up to 200 rows at low cost ($0.01 USDC for both reports).","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-25T12:32:31.135Z","isFirstParty":false,"canonicalSlug":"animation-budgets-keyed-dataset-comparison-explicit-missing-value-fill-df17be75"}