googleapis / googleapis/python-aiplatform
Vertex AI endpoint predict timeout feature for model prediction when using raw_predict
- 主要语言
- Python
- 星标
- 905
- 派生
- 465
- 平均合并
- 1 天 13 小时
- 30 天内合并 PR
- 44
描述
Thanks for stopping by to let us know something could be better!
**PLEASE READ**: If you have a support contract with Google, please create an issue in the [support console](https://cloud.google.com/support/) instead of filing on GitHub. This will ensure a timely response.
**Is your feature request related to a problem? Please describe.**
Currently we wanted to use raw predictions in our pipelines but having a timeout value due to some business constraints.
**Describe the solution you'd like**
vertex ai endpoint has option to give raw_prediction as response, but the timeout doesn't work, setting the timeout should be respected in when real_predict is true.
**Describe alternatives you've considered**
We have set timeout explicitly.
**Additional context**
this is related to endpoint functionality of vertex ai python package
贡献指南
调研方向
首先跟踪 Vertex AI 端点针对 raw_predict 和 real_predict=true 情况的预测路径,然后检查显式提供的 timeout 是如何处理的。通过一个聚焦测试验证该行为,显示 raw 预测会遵循请求的 timeout。
由索引模型根据 Issue 内容生成。
评估
- 技术栈
- python
- 领域
- machine-learning
- Issue 类型
- 功能
- 难度
- 3/5
- 预计耗时
- 1-2 天
- 活跃度
- 停滞
- 描述清晰度
- 基本清楚
- 新手友好度
- 40/100