googleapis / googleapis/python-aiplatform

Vertex AI endpoint predict timeout feature for model prediction when using raw_predict

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api: vertex-ai type: feature request
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**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

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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。

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