Skill: tangweigang-jpg/arcticdb-timeseries (version 0.3.3)

--- name: arcticdb-timeseries description: |- 管理大规模时序数据存储与查询，支持十亿行级数据高效聚合，提供 DataFrame 懒加载与批量拼接，兼容 AWS S3 等多种存储后端。。 license: Proprietary. See LICENSE.txt in project root. compatibility: Designed for Doramagic-host ecosystem (Claude Code / openclaw / Cursor). Requires Python 3.12+ with uv package manager. metadata: version: "v6.1" blueprint_id: "finance-bp-103" compiled_at: "2026-04-22T13:00:48.376963+00:00" capability_markets: "multi-market" capability_activities: "data-sourcing" sop_version: "crystal-compilation-v6.1" --- # ArcticDB 时序存储 (arcticdb-timeseries) > 管理大规模时序数据存储与查询，支持十亿行级数据高效聚合，提供 DataFrame 懒加载与批量拼接，兼容 AWS S3 等多种存储后端。 ## Pipeline `data_collection -> data_storage -> factor_computation -> target_selection -> trading_execution -> visualization` ## Top Use Cases (17 total) ### AWS S3 Configuration for Public Blockchain Data Access (`UC-101`) Setting up AWS credentials to enable secure access to public blockchain data stored in S3, allowing integration with ArcticDB for time-series storage **Triggers**: aws, s3, credentials ### Billion Row Challenge - Large Scale Data Performance (`UC-102`) Demonstrates ArcticDB's ability to handle massive datasets (1 billion rows of temperature data) with efficient aggregation, serving as a performance b **Triggers**: billion rows, large scale, performance ### Batch DataFrame Concatenation with Lazy Loading (`UC-103`) Demonstrates efficient concatenation of multiple DataFrames stored in ArcticDB using lazy loading to minimize memory consumption during batch operatio **Triggers**: concat, batch, lazy For all **17** use cases, see [references/USE_CASES.md](references/USE_CASES.md). **Execute trigger**: `When user intent matches intent_router.uc_entries[].positive_terms AND user uses action verb (run/execute/跑/执行/backtest/fetch/collect)` ## What I'll Ask You - Target market: A-share (default), HK, or crypto? (US stocks in ZVT are half-baked — stockus_nasdaq_AAPL exists but coverage is thin) - Data source / provider: eastmoney (free, no account), joinquant (account+paid), baostock (free, good history), akshare, or qmt (broker)? - Strategy type: MACD golden-cross, MA crossover, volume breakout, fundamental screen, or custom factor? - Time range: start_timestamp and end_timestamp for backtest period - Target entity IDs: specific stocks (stock_sh_600000) or index components (SZ1000)? ## Semantic Locks (Fatal) | ID | Rule | On Violation | |---|---|---| | `SL-01` | Execute sell orders before buy orders in every trading cycle | halt | | `SL-02` | Trading signals MUST use next-bar execution (no look-ahead) | halt | | `SL-03` | Entity IDs MUST follow format entity_type_exchange_code | halt | | `SL-04` | DataFrame index MUST be MultiIndex (entity_id, timestamp) | halt | | `SL-05` | TradingSignal MUST have EXACTLY ONE of: position_pct, order_money, order_amount | halt | | `SL-06` | filter_result column semantics: True=BUY, False=SELL, None/NaN=NO ACTION | halt | | `SL-07` | Transformer MUST run BEFORE Accumulator in factor pipeline | halt | | `SL-08` | MACD parameters locked: fast=12, slow=26, signal=9 | halt | Full lock definitions: [references/LOCKS.md](references/LOCKS.md) ## Top Anti-Patterns (14 total) - **`AP-DATA-SOURCING-001`**: Missing or invalid User-Agent headers for SEC API requests - **`AP-DATA-SOURCING-002`**: Ignoring external API rate limits causing IP blocking - **`AP-DATA-SOURCING-003`**: No HTTP timeout configuration causing indefinite hangs All 14 anti-patterns: [references/ANTI_PATTERNS.md](references/ANTI_PATTERNS.md) ## Evidence Quality Notice > [QUALITY NOTICE] This crystal was compiled from blueprint finance-bp-103. Evidence verify ratio = 79.0% and audit fail total = 19. Generated results may have uncaptured requirement gaps. Verify critical decisions against source files (LATEST.yaml / LATEST.jsonl). ## Reference Files | File | Contents | When to Load | |---|---|---| | [references/seed.yaml](references/seed.yaml) | V6+ 全量权威 (source-of-truth) | 有行为/决策争议时必读 | | [references/ANTI_PATTERNS.md](references/ANTI_PATTERNS.md) | 14 条跨项目反模式 | 开始实现前 | | [references/WISDOM.md](references/WISDOM.md) | 跨项目精华借鉴 | 架构决策时 | | [references/CONSTRAINTS.md](references/CONSTRAINTS.md) | domain + fatal 约束 | 规则冲突时 | | [references/USE_CASES.md](references/USE_CASES.md) | 全量 KUC-* 业务场景 | 需要完整示例时 | | [references/LOCKS.md](references/LOCKS.md) | SL-* + preconditions + hints | 生成回测/交易代码前 | | [references/COMPONENTS.md](references/COMPONENTS.md) | AST 组件地图（按 module 拆分）| 查 API 时 | --- *Compiled by Doramagic crystal-compilation-v6.1 from `finance-bp-103` blueprint at 2026-04-22T13:00:48.376963+00:00.* *See [human_summary.md](human_summary.md) for non-technical overview.*


Security scan verdicts — ClawScan: suspicious | static analysis: clean | VirusTotal: clean | SkillSpector: suspicious (CRITICAL)