googleapis / googleapis/python-aiplatform
[aiplatform] Allow explicit project_id parameter when initializing api_client
- 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
Hi,
I noticed an issue when initializing the API client in aiplatform.
In [base.py#L568](https://github.com/googleapis/python-aiplatform/blob/main/google/cloud/aiplatform/base.py#L568), the `api_client` is initialized with only the `credentials object`, but without an explicit `project_id`:
```
self.api_client = self._instantiate_client(
location=self.location,
credentials=self.credentials,
appended_user_agent=appended_user_agent,
)
```
The problem is that the credentials object only carries the `quota project ID` (see the [google.auth.credentials reference](https://google-auth.readthedocs.io/en/stable/reference/google.auth.credentials.html)), not the actual project ID.
This makes it impossible to specify a different project ID for API requests other than the one used for quota billing.
## Expected behavior
It should be possible to initialize the api_client with an explicit project_id, separate from the quota_project_id in the credentials.
## Why this matters
Some users may want to:
* Use credentials tied to one project for billing/quota purposes
* Target a different project for Vertex AI resources
Currently, this scenario is not supported because the project_id cannot be overridden.
## Possible solution
Support a project argument when creating the client and pass it explicitly:
```
self.api_client = self._instantiate_client(
location=self.location,
credentials=self.credentials,
appended_user_agent=appended_user_agent,
project=project_id, # <-- new
)
```
This would align with other Google Cloud client libraries that allow explicit project configuration.
Thanks!
贡献指南
调研方向
从 google/cloud/aiplatform/base.py 中第 568 行附近的 api_client 初始化开始,跟踪 _instantiate_client 以了解客户端参数是如何传递的。添加对显式 project_id 的支持,同时将其与凭据的配额项目 ID 分开,然后验证 API 请求可以针对显式配置的项目。
由索引模型根据 Issue 内容生成。
评估
- 技术栈
- python
- 领域
- ai, api
- 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
- 描述清楚
- 新手友好度
- 45/100