| Name | intellif-aihub JSON |
| Version |
0.1.5
JSON |
| download |
| home_page | None |
| Summary | Intellif AI-hub SDK. |
| upload_time | 2025-07-18 02:21:13 |
| maintainer | None |
| docs_url | None |
| author | None |
| requires_python | >=3.8 |
| license | None |
| keywords |
ai-hub
sdk
intellif
|
| VCS |
|
| bugtrack_url |
|
| requirements |
No requirements were recorded.
|
| Travis-CI |
No Travis.
|
| coveralls test coverage |
No coveralls.
|
# Intellif AI-Hub SDK
**Intellif AI-Hub** 官方 Python 开发包。
一个 `Client` 对象即可完成数据集管理、标注统计、任务中心等常见操作，无需手写 HTTP 请求。
```
aihub_sdk/
├─ pyproject.toml
├─ requirements.txt
├─ src/aihub/
│ ├─ client.py
│ ├─ exceptions.py
│ ├─ models/…
│ ├─ services/…
│ └─ utils/…
└─ tests/
```
---
## 💻 安装
```bash
# PyPI 安装
pip install intellif-aihub
# 运行环境：Python ≥ 3.8
```
---
## 🚀 快速上手
```python
from aihub import Client
BASE = "http://192.168.13.160:30021"
TOKEN = "eyJhb..." # 或设置环境变量：export AI_HUB_TOKEN=...
with Client(base_url=BASE, token=TOKEN) as cli:
# 1. 同时创建数据集 + 版本（上传本地 ZIP）
ds_id, ver_id, tag = cli.dataset_management.create_dataset_and_version(
dataset_name="cats",
is_local_upload=True,
local_file_path="/data/cats.zip",
version_description="first release",
)
print("数据集标识:", tag) # 输出：cats/V1
# 2. 下载数据集
cli.dataset_management.run_download(
dataset_version_name=tag,
local_dir="/tmp/cats",
worker=8,
)
# 3. 获取标注平台全局统计
stats = cli.labelfree.get_project_global_stats("cat-project")
print("总标注数:", stats.global_stats.total_annotations)
```
---
## 🌍 环境变量
| 变量 | 作用 | 默认值 |
|----------------------------|-------------------------------------------|----------------------------------|
| `AI_HUB_TOKEN` | API 鉴权 Token（可不在 `Client` 中显式传入） | – |
---
## 📦 打包 & 发布
项目采用 PEP 517 / `pyproject.toml` 构建规范。
```bash
# 1️⃣ 构建 wheel / sdist
python -m pip install --upgrade build
python -m build # 生成 dist/*.whl dist/*.tar.gz
# 2️⃣ 本地验证
pip install --force-reinstall dist/*.whl
python -c "import aihub, sys; print('SDK 版本:', aihub.__version__)"
# 3️⃣ 发布到 PyPI 或私有仓库
python -m pip install --upgrade twine
twine upload dist/*
```
---
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"description": "# Intellif AI-Hub SDK\n\n**Intellif AI-Hub** \u5b98\u65b9 Python \u5f00\u53d1\u5305\u3002 \n\u4e00\u4e2a `Client` \u5bf9\u8c61\u5373\u53ef\u5b8c\u6210\u6570\u636e\u96c6\u7ba1\u7406\u3001\u6807\u6ce8\u7edf\u8ba1\u3001\u4efb\u52a1\u4e2d\u5fc3\u7b49\u5e38\u89c1\u64cd\u4f5c\uff0c\u65e0\u9700\u624b\u5199 HTTP \u8bf7\u6c42\u3002\n\n```\naihub_sdk/\n\u251c\u2500 pyproject.toml\n\u251c\u2500 requirements.txt\n\u251c\u2500 src/aihub/\n\u2502 \u251c\u2500 client.py\n\u2502 \u251c\u2500 exceptions.py\n\u2502 \u251c\u2500 models/\u2026\n\u2502 \u251c\u2500 services/\u2026\n\u2502 \u2514\u2500 utils/\u2026\n\u2514\u2500 tests/\n```\n\n---\n\n## \ud83d\udcbb \u5b89\u88c5\n\n```bash\n# PyPI \u5b89\u88c5\npip install intellif-aihub\n# \u8fd0\u884c\u73af\u5883\uff1aPython \u2265 3.8\n```\n\n---\n\n## \ud83d\ude80 \u5feb\u901f\u4e0a\u624b\n\n```python\nfrom aihub import Client\n\nBASE = \"http://192.168.13.160:30021\"\nTOKEN = \"eyJhb...\" # \u6216\u8bbe\u7f6e\u73af\u5883\u53d8\u91cf\uff1aexport AI_HUB_TOKEN=...\n\nwith Client(base_url=BASE, token=TOKEN) as cli:\n # 1. \u540c\u65f6\u521b\u5efa\u6570\u636e\u96c6 + \u7248\u672c\uff08\u4e0a\u4f20\u672c\u5730 ZIP\uff09\n ds_id, ver_id, tag = cli.dataset_management.create_dataset_and_version(\n dataset_name=\"cats\",\n is_local_upload=True,\n local_file_path=\"/data/cats.zip\",\n version_description=\"first release\",\n )\n print(\"\u6570\u636e\u96c6\u6807\u8bc6:\", tag) # \u8f93\u51fa\uff1acats/V1\n\n # 2. \u4e0b\u8f7d\u6570\u636e\u96c6\n cli.dataset_management.run_download(\n dataset_version_name=tag,\n local_dir=\"/tmp/cats\",\n worker=8,\n )\n\n # 3. \u83b7\u53d6\u6807\u6ce8\u5e73\u53f0\u5168\u5c40\u7edf\u8ba1\n stats = cli.labelfree.get_project_global_stats(\"cat-project\")\n print(\"\u603b\u6807\u6ce8\u6570:\", stats.global_stats.total_annotations)\n```\n\n---\n\n## \ud83c\udf0d \u73af\u5883\u53d8\u91cf\n\n| \u53d8\u91cf | \u4f5c\u7528 | \u9ed8\u8ba4\u503c |\n|----------------------------|-------------------------------------------|----------------------------------|\n| `AI_HUB_TOKEN` | API \u9274\u6743 Token\uff08\u53ef\u4e0d\u5728 `Client` \u4e2d\u663e\u5f0f\u4f20\u5165\uff09 | \u2013 |\n\n---\n\n## \ud83d\udce6 \u6253\u5305 & \u53d1\u5e03\n\n\u9879\u76ee\u91c7\u7528 PEP 517 / `pyproject.toml` \u6784\u5efa\u89c4\u8303\u3002\n\n```bash\n# 1\ufe0f\u20e3 \u6784\u5efa wheel / sdist\npython -m pip install --upgrade build\npython -m build # \u751f\u6210 dist/*.whl dist/*.tar.gz\n\n# 2\ufe0f\u20e3 \u672c\u5730\u9a8c\u8bc1\npip install --force-reinstall dist/*.whl\npython -c \"import aihub, sys; print('SDK \u7248\u672c:', aihub.__version__)\"\n\n# 3\ufe0f\u20e3 \u53d1\u5e03\u5230 PyPI \u6216\u79c1\u6709\u4ed3\u5e93\npython -m pip install --upgrade twine\ntwine upload dist/*\n```\n\n---\n",
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