googleapis / googleapis/python-aiplatform

load instantiate model by DISPLAY_NAME; current usage is by Model/Artifact ID.

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api: vertex-ai
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描述

Current MODEL load via:
```
model = aiplatform.Model(
model_name=model_id,
project=PROJECT,
version="1",
)
```
requires user to obtain model ID such as:
```
model_id = aiplatform.Model.list(
filter=("display_name={}")
.format(DISPLAY_NAME)
)[0].name
```
which return artifact/model ID by the `DISPLAY_NAME`. It would be really optimal to be able to query the model by its NAME, which seems (by documentation) was the case in previous `google.cloud.aiplatform` releases. The most recent release, however, does not allow querying by NAME, instead require particular MODEL/ARTIFACT ID, which by some might be perceived as awkward. Having query by NAME would be really convenient. Thanks!

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调研方向

Start with the Model constructor and Model.list usage shown in the issue, then review the current model-loading API and its documentation for how display_name and model_name are handled. Done means the SDK supports the requested display-name lookup or clearly documents the supported alternative, with coverage for the demonstrated use case.

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技术栈
python
领域
machine-learning
Issue 类型
功能
难度
4/5
预计耗时
3-5 天
活跃度
停滞
描述清晰度
基本清楚
新手友好度
38/100

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