Skip to main content

Vines Python 训练项目 SDK (供内部使用)

这个项目希望解决的问题,将开发一个新的训练项目中的很多重复性工作进行统一封装:

  1. 每次开一个新训练项目都需要起 HTTP Server
  2. 里面有可能会用到很多通用能力,比如上传、下载文件、以及一些基础方法等,这些都应该封装好。
  3. 错误日志推送逻辑
  4. 运行时日志逻辑
  5. api 入参、出参统一格式封装
  6. 统一的日志格式、日志收集

安装

pip install vines-infer-sdk

使用示例

作为 conductor 客户端

详情见 exampels/example_conductor.py 文件中的内容。

使用 flask http server

从 lib.server 引入 create_server 方法,初始化 flask app,参数:

  • sentry_dsn: sentry dsn, 如果配置,会自动收集异常推送到 sentry
  • log_redis_queue_url: 如果配置,在调用 request.logger 方法的时候,会自动推送到消息队列,从而给前端展示。

打印日志的方法:直接使用 request.logger 实例的方法。

详情见 exampels/example_server.py 文件中的内容。

Metadata

Release files for vines-infer-sdk 0.0.2

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Source distribution (sdist)

Source distribution for vines-infer-sdk 0.0.2
File Size Uploaded Provenance
vines_infer_sdk-0.0.2.tar.gz 8.8 kB Without provenance Details

Built distribution (wheel)

Table of built distributions (wheels) for vines-infer-sdk 0.0.2
File Interpreter ABI Platform
vines_infer_sdk-0.0.2-py3-none-any.whl Python 3 none any Details

Total release size: 18.6 kB

Release files / vines_infer_sdk-0.0.2.tar.gz

Download URL vines_infer_sdk-0.0.2.tar.gz
Size 8.8 kB
Tags Source
SHA-256 checksum
How to use checksums
56326c772d85a202d7bd58e80e7f89c18f274f470e67626495af0c4843d2f748
BLAKE2b-256 checksum
How to use checksums
8b1572488d635935b58fc61fd8d7ada42fa3a1774d374e887a0093cf0a0cb99b
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via twine/4.0.2 CPython/3.12.0

Release files / vines_infer_sdk-0.0.2-py3-none-any.whl

Download URL vines_infer_sdk-0.0.2-py3-none-any.whl
Size 9.8 kB
Tags Python 3
SHA-256 checksum
How to use checksums
950ee2de7e7b4c70fdd6186348c05570eb4ab163435d0f8ccb76c89de696f035
BLAKE2b-256 checksum
How to use checksums
6361b5c2211db5c7483302dbc3de7984dd079c242eeb9e8baa1c24838b143773
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via twine/4.0.2 CPython/3.12.0

Security for vines-infer-sdk 0.0.2

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

No provenance found

None of the files in this release were uploaded with provenance metadata.

A note on package security

PyPI is a repository for distributing packages, not a service for auditing them. While third-party security researchers and our staff do their best to detect and remove malicious packages, PyPI cannot guarantee the quality, security or suitability of any given package.

To learn more about protecting yourself from malicious actors, visit our package security documentation.

Release history Release notifications | RSS feed

This release

0.0.2 This release

2 release files No provenance

Anthropic, PBC Visionary sponsor Bloomberg Visionary sponsor Hudson River Trading Visionary sponsor Meta Visionary sponsor NVIDIA Visionary sponsor Microsoft Sustainability sponsor Depot Continuous Integration AWS Cloud computing and Security Sponsor Datadog Monitoring Fastly CDN Google Download Analytics Sentry Error logging StatusPage Status page