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deepseek-harness/packages/code-runtime/code-runtime-python/README.zh.md
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Chinesezjc e0f22aeaad feat(code-runtime-python): add the fd-3 frame protocol
Introduce @deepseek-ai/dsh-code-runtime-python with the versionless
JSON-lines protocol between the Node host and the CPython subprocess:
the host-side hostile-frame codec (validateChildFrame, encodeJsonPlain,
checkDoneValue, hasUnsafeIntegerToken, hasNonLosslessNumber,
logTruncationMarker) and the Python-side wire-vocabulary mirror
(py/protocol.py).

This is the protocol layer of the code-runtime-python stack, split from
#436 and based on the multi-language seam extension. The PythonCodeRuntime
implementation and its Python JSON codec land in the backend-core PR on
top of this branch.

Ship the minimal buildable package skeleton (package.json, tsconfig,
tsdown, barrel index, invariant companion, bilingual README) because the
workspace-constraint, coverage, and invariant-topology gates require the
package to exist and build the moment its directory does; the backend-core
PR extends those files rather than creating them.

Align py/protocol.py with src/protocol.ts (the round-12 review of #436
found LogMessage.truncated, DoneMessage.error.kind, and Namespace.errorClass
stale) and guard the two runtime-executed surfaces (PROTOCOL_FD and the log
truncation marker) with a real-python3 cross-language mirror e2e test.
2026-08-07 13:27:54 +08:00

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# @deepseek-ai/dsh-code-runtime-python
[English](README.md) | 中文
[`@deepseek-ai/dsh-code-runtime`](../code-runtime/README.md) seam 的 CPython 子进程实现。与 [`@deepseek-ai/dsh-code-runtime-worker`](../code-runtime-worker/README.md) 配套;以全新的 `python3` 子进程取代 Node worker 线程,让模型代码从 TypeScript 换成 Python。
本包分多个 code-runtime-python PR 逐层搭建。本层交付 wire protocol;在其之上驱动 `python3 -I` 进程的 `PythonCodeRuntime` 实现随后落地。
## Wire protocol
host 与 CPython 子进程在子进程的 fd 3 上交换一个无版本号的 JSON-lines 协议——每行一个 JSON 对象,让 stdout/stderr 空出给程序自己的输出。`src/protocol.ts` 是 host 侧;`py/protocol.py` 在 Python 侧镜像其帧词汇与共享的截断标记文本。
- **fd 3,而非 stdout** —— Node 通过 `stdio: ['pipe','pipe','pipe','pipe']` 按位置钉住通道;Python bootstrap 读取相同的 `PROTOCOL_FD` 常量。JSON-lines 帧。
- **host 把每个入站帧当作敌意输入** —— 模型代码对 fd 3 有完全访问权、可通过它发送任意内容,所以 `validateChildFrame` 在 host 读取前对每个帧做形状校验并重建:伪造的额外字段绝不随行,非数字的 call id 绝不会被回显进 reply,垃圾降为 `undefined` 被丢弃,而不是在 host 的 message handler 里抛错。Python 侧信任 host 回复(host 不受模型控制)。
- **lossless-JSON 穿越** —— 完成值与 binding 参数以精确 JSON 穿越。`encodeJsonPlain` 无递归地序列化一个 `JSON.parse` 产出的值,使低于字节预算的深层值能完整穿越,而不是死在 `JSON.stringify` 的栈限制上;`checkDoneValue` 在一次有界遍历中同时计量伪造完成值的字节长度与数字无损性,在把子节点入栈之前就拒绝超预算 payload;`hasUnsafeIntegerToken` 读取原始帧文本,捕获 `JSON.parse` 会静默舍入的整数 token`hasNonLosslessNumber` 拒绝无字节上限的 `call.args` 中的非有限数或负零。超出安全范围的整数型 double 通过 `BigInt` 数字序列化,穿越的是精确整数而非 `String()` 的舍入形式。
- **共享截断标记** —— `logTruncationMarker(maxBytes)` 在两侧产出逐字节一致的文本,使被截断的日志运行无论从哪侧触达上限都读起来一致。`log` 帧的 `truncated` 标志把子进程 ledger 自身的标记与程序输出区分开。
## Model Experience
Indirectly, through Code Mode in [`dsh-tools`](../../core/tools/README.md), which renders this backend's exact completion value when it fits (or an explicit `invalid-output` / `output-limit` failure), plus the exact `[dsh-code-runtime-python] log capture truncated at <maxLogBytes> bytes` log marker, into a retained `run_code` result.
#### KV Cache effect
No direct invalidation; the named consumer owns any request-prefix changes.