aistation

AI Station 的非官方 Python SDK 和 CLI。

仍然需要vpn解决内网环境

安装

pip install ai-station-sdk

基础安装现在已经包含 CLI 运行所需依赖。

如果你想要更好的验证码终端渲染能力（Pillow）：

pip install "ai-station-sdk[cli]"

CLI

CLI 可以查询状态，也支持 task/env 的创建、等待和删除辅助操作。

aistation login # 交互式登录

# or
# export AISTATION_ACCOUNT=your_account
# export AISTATION_PASSWORD='your_password'
# aistation login

aistation status
aistation gpus
aistation task list
aistation env list

Python

import aistation as A

with A.AiStationClient() as client:
    spec = A.TaskSpec.gpu_hold(
        resource_group="8A100_80",
        image="pytorch/pytorch:21.10-py3",
        hours=2,
    )
    result = client.tasks.create_and_wait(spec)
    task = result.unwrap()
    pods = client.tasks.wait_pods(task)
    print(task.id, len(pods))

如果你只想恢复本地 token、不做自动登录：

import aistation as A

client = A.AiStationClient(auth_mode=A.AuthMode.TOKEN_ONLY)

如果你想显式控制请求遇到过期 token 时是否自动重登：

import aistation as A

client = A.AiStationClient(reauth_policy=A.ReauthPolicy.IF_POSSIBLE)

异步用法：

import aistation as A

async with A.AsyncAiStationClient() as client:
    spec = A.WorkPlatformSpec.notebook(
        resource_group="DEV-POOL",
        image="registry.example.invalid/ml/dev:latest",
    )
    wp = (await client.workplatforms.create(spec)).unwrap()
    print((await client.workplatforms.jupyter_url(wp)).get("url"))

高层 async helper：

import aistation as A
from aistation import aio

async with A.AsyncAiStationClient() as client:
    ctx = await aio.enumerate_form_context(client)
    groups = await aio.recommend.suggest_groups(client, card_type_contains="A100")
    print(len(ctx.images), len(groups))

创建类接口统一返回 OperationResult：

import aistation as A

with A.AiStationClient() as client:
    result = client.tasks.create_and_wait(spec)
    task = result.unwrap()
    print(result.created, result.reused, result.waited, task.id)
    client.tasks.stop(task)  # 直接传 Task 对象

更多

• 示例见 docs/examples.md
• 性能/交互优化分析见 docs/sdk-ux-performance-optimization.md
• 收尾记录见 docs/cleanup-0.2.0.md
• async 实施记录见 docs/async-client-implementation.md
• License: MIT