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[OPIK-6873] [BE][FE] Token-native AI Spend on the cc.billing schema (#7037)
frostbyte_neo 发布于
2026-06-12 12:48:59 +00:00 - [OPIK-6873] [BE][FE] Token-native AI Spend on the cc.billing schema
Rebuild the AI Spend pipeline on the plugin's cc.billing metadata block:
per-LLM-call positional cache-tier attribution where plain SUM is exact
against API usage. The backend ships only tokens (per-tier columns on
lanes, summary, and users); all dollar amounts are computed in the FE
from a hardcoded Claude rate table, so every figure on the dashboard is
consistent with the same token counts.- BE: 10 input lanes (incl. unattributed), lane tier columns and items
(kind/count/definition/usage) read from cc.billing fixed JSON paths;
output lanes derived from cc.billing.lanes.output.items; tier-token
summary; users leaderboard ranked by total_tokens - BE: queries/mapping ported into the AiSpendQueryBuilder / AiSpendMapper
/ AiSpendDAO structure from the review refactor - FE: claudePricing rate table + useSavingsPricer; lane cards, Sankey,
breakdown panel (stacked definition/usage bars), KPI cards, leaderboard
and recommendations all priced FE-side from tier tokens - Pricing overrides: add claude-fable-5 model entries
Co-Authored-By: Claude Fable 5 noreply@anthropic.com
- [OPIK-6873] [BE][FE] Address review: typed lanes extract, SQL out of api layer, ST templates
- Composition tokens now parses cc.billing.lanes once per row via a single
typed JSONExtract Tuple instead of 50 JSONExtractInt paths (~17x less CPU
at 1M traces, byte-for-byte identical results) - SpendLane/OutputLane no longer carry ClickHouse expressions; predicates and
label expressions moved to AiSpendQueryBuilder EnumMaps - Queries assembled via StringTemplate variable binding instead of positional
String.formatted; drops the < escaping and keeps SQL construction (incl.
the users ORDER BY tiebreaker) in the builder - Rename est_saving_tokens -> estimated_savings_tokens, aligned with
total_savings_tokens - Input-lane breakdown subtitle restored from the lane description
- Breakdown ships tier sums + model so the FE prices lane totals; lane panel
shows cost, orders user-prompt size buckets, local-dev AiSpendProvider
Co-Authored-By: Claude Fable 5 noreply@anthropic.com
- [OPIK-6873] [BE][FE] Price breakdown rows, lane-aware count units, definition-split gating
- Lane breakdown rows show cost (per-item tier sums shipped through the
envelope and priced FE-side); exact tokens stay in the tooltip - Lanes declare a singular item-count unit (prompt/file/call/load/block);
lanes whose counts are structurally 0 hide the column and header segment,
counts pluralize correctly and carry a tooltip explaining that counts are
window events while tokens include replay of earlier context - Definition/usage stacked bar only renders for lanes with the definition
concept (FE lane registry flag) - Lane hover card overflow figure uses the entity count, not item_count
(which now means total events)
Co-Authored-By: Claude Fable 5 noreply@anthropic.com
- fix(ai-spend): add goToCostIntelligence to development AiSpendProvider stand-in
Co-Authored-By: Claude Opus 4.8 noreply@anthropic.com
Co-authored-by: Claude Fable 5 noreply@anthropic.com
Co-authored-by: andrii.dudar andriid@comet.com下载附件