mirror of
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## Why
`TurnHandle.run()` returned the raw app-server `Turn`, whose live
start/completed payloads do not include loaded `items`, so users saw
empty `items` after starting a turn. That made the handle-based path
behave differently from `Thread.run(...)`, and pushed examples toward
persisted-thread reads plus helper extraction.
This PR makes the run APIs standalone: starting a turn and running it
returns collected turn data directly, or fails visibly when required
stream events are missing.
## What Changed
- Replaces the public `RunResult` export with `TurnResult`.
- Adds turn metadata to `TurnResult`: `id`, `status`, `error`,
`started_at`, `completed_at`, and `duration_ms`, alongside
`final_response`, `items`, and `usage`.
- Changes `TurnHandle.run()` and `AsyncTurnHandle.run()` to consume
stream events with the same collector used by `Thread.run(...)`.
- Exports `TurnError` from `openai_codex.types` for the new result
shape.
- Updates tests, examples, docs, and the walkthrough notebook to use
`result.final_response` and `result.items` directly.
- Removes persisted-thread helper paths and placeholder/skipped control
flows from the public examples and notebook.
## Verification
- `python3 -m py_compile ...` over changed SDK, example, and test Python
files.
- `python3 -c "import json;
json.load(open('sdk/python/notebooks/sdk_walkthrough.ipynb'))"`
- `git diff --check`
- `PYTHONPATH=sdk/python/src python3 -c ...` import/signature smoke for
`TurnResult`, `TurnHandle.run`, and `AsyncTurnHandle.run`.
108 lines
3.3 KiB
Markdown
108 lines
3.3 KiB
Markdown
# OpenAI Codex Python SDK (Experimental)
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Experimental Python SDK for `codex app-server` JSON-RPC v2 over stdio, with a small default surface optimized for real scripts and apps.
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The generated wire-model layer is sourced from the pinned `openai-codex-cli-bin`
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runtime package and exposed as Pydantic models with snake_case Python fields
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that serialize back to the app-server’s camelCase wire format.
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The package root exports the ergonomic client API; public app-server value and
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event types live in `openai_codex.types`.
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## Install
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```bash
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cd sdk/python
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uv sync
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source .venv/bin/activate
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```
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Published SDK builds pin an exact `openai-codex-cli-bin` runtime dependency
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with the same version as the SDK. Pass `AppServerConfig(codex_bin=...)` only
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when you intentionally want to run against a specific local app-server binary.
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## Quickstart
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```python
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from openai_codex import Codex
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with Codex() as codex:
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# Call login_api_key(...) first when this app-server session is not
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# already authenticated.
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thread = codex.thread_start(model="gpt-5")
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result = thread.run("Say hello in one sentence.")
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print(result.final_response)
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print(len(result.items))
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```
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`thread.run(...)` and `thread.turn(...).run()` return `TurnResult`. Its
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`final_response` is `None` when the turn completes without a final-answer or
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phase-less assistant message item.
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## Login
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Use the auth helper that matches your app:
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```python
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from openai_codex import Codex
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with Codex() as codex:
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codex.login_api_key("sk-...")
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account = codex.account()
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print(account.account)
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```
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Interactive ChatGPT login returns a handle. Open the provided URL or device-code
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page, then wait for the matching completion event:
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```python
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with Codex() as codex:
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login = codex.login_chatgpt()
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print(login.auth_url)
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completed = login.wait()
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print(completed.success)
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```
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Use `login_chatgpt_device_code()` for device-code auth, `handle.cancel()` to
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stop an in-progress interactive login, and `logout()` to clear the active
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app-server account session.
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## Docs map
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- Golden path tutorial: `docs/getting-started.md`
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- API reference (signatures + behavior): `docs/api-reference.md`
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- Common decisions and pitfalls: `docs/faq.md`
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- Runnable examples index: `examples/README.md`
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- Jupyter walkthrough notebook: `notebooks/sdk_walkthrough.ipynb`
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## Examples
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Start here:
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```bash
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cd sdk/python
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python examples/01_quickstart_constructor/sync.py
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python examples/01_quickstart_constructor/async.py
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```
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## Runtime
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Published SDK builds are pinned to an exact `openai-codex-cli-bin` package
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version, and that runtime package carries the platform-specific binary for the
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target wheel. The SDK package version and runtime package version must match.
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## Compatibility and versioning
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- Package: `openai-codex`
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- Runtime package: `openai-codex-cli-bin`
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- Python: `>=3.10`
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- Target protocol: Codex `app-server` JSON-RPC v2
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- Versioning rule: the SDK package version is the underlying Codex runtime version
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## Notes
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- `Codex()` is eager and performs startup + `initialize` in the constructor.
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- Use context managers (`with Codex() as codex:`) to ensure shutdown.
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- Prefer `thread.run("...")` for the common case. Use `thread.turn(...)` when
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you need streaming, steering, or interrupt control.
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- For transient overload, use `retry_on_overload` from the package root.
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