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tsl-devkit/docs/tsl/modules/pytsl_api.md
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csh 3d83740f88 Squashed 'docs/standards/playbook/' changes from c3f8137..25d895d
25d895d 🐛 fix(gitea_workflow): clean up temp repos after job steps
2bc3b11 🐛 fix(gitea_workflow): clean up temporary repo dirs in workflows
98c3f30 📝 docs(agent_rules): allow plan execution on current branch
16c7230 📝 docs(prompts): define custom verify layering
8efc4dd 🐛 fix(skills): quote commit-message description
bc8498f 🐛 fix(ci): install tomli for gitea tests
55cda3b 🐛 fix(tests): report missing toml parser clearly
c0729c7 🐛 fix(playbook): import Optional for cli compatibility
63e24bf 📦 deps(skills): sync thirdparty skills
d2f9356 🐛 fix(ci): isolate gitea workflow repos
588b81d 🐛 fix(ci): inline gitea workflow bootstrap
e0b1c3a ♻️ refactor(skills): standardize first-party skill contracts
2c5050d ♻️ refactor(skills): rename repo skills source dir
f049dfb 📦 deps(skills): drop duplicate first-party superpowers skills
234b335  feat(workflow): add superpowers planning and execution state tracking
c1702a6 📝 docs(markdown): format tracked markdown and drop stale templates
2325409 📝 docs(markdown): clarify optional markdownlint usage
214c44e 🔧 chore(markdown): add markdownlint baseline and lint fixes
a22b324 📝 docs(templates): add execution and memory-bank prompt templates
223a797 📝 docs(templates): update README for Claude Code and current features
4ac8672 📝 docs: simplify README + platform-agnostic tools + auto-create local rules
2431c9d 📝 docs: add claude_md config and use cross-platform paths
d64b248 📝 docs: fix README.md inaccuracies and add Claude Code info
c8d6bf2 🐛 fix(playbook): use relative paths in CLAUDE.md when not at project root
6518f0f  feat(playbook): auto-create CLAUDE.md with path discovery
6ec9a45  feat(skills): add skill_link symlink support + platform-agnostic prompt
9f8b6b5 📝 docs: update README and config example for Claude Code support
79cff6c 📝 docs(skills): add Claude Code platform support
452c6f5  feat(playbook): auto-inject AGENTS.md into CLAUDE.md
e1dbf3c 🐛 fix(skills): remove dual-path from commit-message skill
f3a7259 🔧 chore(ci): use prepare_repo.sh in both workflows
da08212 🔧 chore(ci): extract prepare_repo.sh and clean up workflows
7ade85e 🗑️ remove(tsl): drop syntax_book/, data/ source and build script
f94dba0 ♻️ refactor(skills): update playbook.py and tests for thirdparty/ layout
b3df412 ♻️ refactor(skills): separate thirdparty skills into thirdparty/ subdirectory
64950e7 📦 deps(skills): sync thirdparty skills
a2e3cb0  feat(playbook): add no_backup deploy controls
8609d59 🐛 fix(docs): repair reference catalog source links
956da11 🐛 fix(playbook): publish hidden ci test fixes
3f67754 📦 deps(skills): sync thirdparty skills
08ca87b 📦 deps(skills): add karpathy thirdparty sync
96b705b 📝 docs(tsl): rebuild canonical syntax and routing manual
3ed5052 📦 deps(skills): sync thirdparty skills
60108dd 📦 deps(skills): sync thirdparty skills
da85d4e 🐛 fix(thirdparty): prune nested project snapshots
a2a697e 📦 deps(skills): sync thirdparty skills
9df610a 🐛 fix(thirdparty): exclude duplicated superpowers skills
33dd5bb 🐛 fix(thirdparty): preserve optional manifest fields
91b0ea7 🐛 fix(thirdparty): preserve manifest during snapshot update
2e26f98 🔧 chore(thirdparty): generalize skills sync pipeline
5b9c1e3 📦 deps(skills): sync superpowers
2f2d34a 📝 docs(readme): normalize subtree command spacing
62db7db 🐛 fix(ci): serialize superpowers update and sync
3463223 🐛 fix(ci): use literal superpowers sync paths
48f6de8 📦 deps(skills): sync superpowers
4b23529 🔧 chore(ci): merge superpowers update and sync workflow
a56d75b 📦 deps(skills): sync superpowers
84bcefa 🔧 chore(ci): use ci[bot] commit author name
00a07e5 📦 deps(skills): sync superpowers
7b84daf 🐛 fix(templates): enforce main loop progress tracking
51373d7 🔧 chore(ci): automate superpowers sync workflow
eaaa39c 🐛 fix(ci): prevent stale superpowers sync from restoring skills block
79755c6 📦 deps(skills): sync superpowers
836d878 📦 deps(skills): sync superpowers
8216c9f 📦 deps(skills): sync superpowers
9439505 🐛 fix(playbook): address reported repo issues

git-subtree-dir: docs/standards/playbook
git-subtree-split: 25d895d8b3f56624ccfe99ad7289e9eb49e0f316
2026-05-24 13:04:14 +08:00

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# 天软 pyTSL 接口使用说明
文档类型:模块摘要
是否可直接用于生成代码:仅部分
是否含已验证可执行示例:否
是否含已验证反例:否
遇到不确定时跳转到:项目级部署文档、官方 pyTSL 详细接口文档、[tsl_python_interop.md](tsl_python_interop.md)、[index.md](index.md)
本页用于确认 pyTSL 的接入方向和最小链路,不替代项目级部署文档或完整接口手册。
- 如果登录方式、凭证来源、环境变量、部署入口、连接上下文或返回结构没有确认,不继续生成接入代码,直接回项目级部署文档或官方 pyTSL 详细接口文档。
## 定位
- 官方 Python SDK,面向取数/执行/批量/异步与数据转换。
## 结构索引
- 安装与配置
- pyTSL 接口说明(Client / AsyncClient / async_util / Batch / Task / Const / TSResultValue
- pyTSLPy 兼容说明
- 示例与数据类型转换
- 附录与常见问题
## 安装方式(摘要)
- `pip install tspytsl`(在线安装)
- 离线安装与手动部署
## 同步 / 异步怎么选
- 同步:任务短、交互简单、立即取结果时优先用 `pyTSL.Client`
- 异步:任务长、需要并发或批量调度时再看 `pyTSL.AsyncClient``async_util`
- 如果只是先打通最小链路,先用同步客户端,不要一开始就上异步。
## 核心类与模块
- `pyTSL.Client`:同步客户端
- `pyTSL.AsyncClient`:异步客户端
- `pyTSL.async_util`:异步工具函数
- `TSBatch` / `Task`:批量与任务
- `TSResultValue`:统一返回结果封装
- `pyTSL.Const`:常量与字段
## 关键方法(常用)
- `login` / `logout`
- `exec` / `call` / `query`
- `download_list` / `download` / `upload` / `remove`
- `DatetimeToDouble` / `DoubleToDatetime`
- `EncodeStream` / `DecodeStream`
- `DataFrameToTSArray`
## 最小成功路径
1. 先回项目级部署文档确认登录方式、凭证来源、环境变量和部署入口。
2. 安装 `tspytsl`
3. 创建 `pyTSL.Client(...)`
4.`login()` 登录。
5.`query(...)``exec(...)``call(...)` 执行任务。
6. 从返回结果里读取你真正需要的内容;常见起手是 `result.dataframe()`
7. 完成后显式 `logout()`
## 返回结果与失败处理
- 常见返回会落在 `TSResultValue` 这一层;真正用之前,先确认你要的是表格、标量还是其他结构。
- 最小起手路径可以先看 `result.dataframe()` 是否符合预期,再扩展到别的读取方式。
- 登录、查询和退出应当成对出现;不要把长期未退出的连接当默认用法。
- 如果失败,先检查安装、登录上下文、查询语句和返回结构,再决定是否切到异步客户端。
- 如果还不能确认登录方式、凭证来源或返回结构,不继续扩展接入代码,先回项目级部署文档和官方接口文档。
## 示例(Python
示例里的 `"user"` / `"password"` 只表示调用外形,不代表项目里的真实登录方式或凭证来源。
代码块身份:配置片段 / 概念骨架
代码块说明:可参考最小链路,不是已验证可执行示例。
```python
import pyTSL
c = pyTSL.Client("user", "password")
c.login()
result = c.query("select close from market where stock = 'SZ000001' end")
print(result.dataframe())
c.logout()
```