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fix: Fixed getting project ID when running on Vertex AI; Fixes #852 #943

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merged 13 commits into from
Mar 21, 2022
Merged

fix: Fixed getting project ID when running on Vertex AI; Fixes #852 #943

merged 13 commits into from
Mar 21, 2022

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Ark-kun
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@Ark-kun Ark-kun commented Jan 6, 2022 •
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Fixes #852 🦕

@Ark-kun
fix: Fixed getitng project ID when running on Vertex AI
1e1cbfe 
When project ID is not explicitly specified in `aiplatform.init()` call, the SDK uses `google.auth.default()` to infer the project ID.
However when running under Vertex AI (CustomJob, PipelineJob), the project returned by `google.auth.default()` is not the correct user project.
See googleapis#852
See googleapis/google-auth-library-python#924
This PR fixes the fallback to get the project ID from the `CLOUD_ML_PROJECT_ID` environment variable.
@Ark-kun Ark-kun requested a review from a team as a code owner January 6, 2022 23:38
@Ark-kun Ark-kun changed the title fix: Fixed getitng project ID when running on Vertex AI; Fixes #852 fix: Fixed getting project ID when running on Vertex AI; Fixes #852 Jan 7, 2022
vinnysenthil
vinnysenthil suggested changes Jan 10, 2022
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@Ark-kun Ark-kun force-pushed the fix--Fixed-getitng-project-ID-when-running-on-Vertex-AI branch from 4ecef80 to 5b63ac3 Compare February 3, 2022 04:21
sasha-gitg
sasha-gitg requested changes Mar 4, 2022
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Please add a unit test that tests this block. Preferably, also an integration test that executes a custom job with the SDK.

sasha-gitg
sasha-gitg requested changes Mar 4, 2022
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@morgandu morgandu mentioned this pull request Mar 9, 2022
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morgandu commented Mar 9, 2022

Hi @Ark-kun , PTAL of the #1068 for extracting project ID given a project number.

@Ark-kun Ark-kun force-pushed the fix--Fixed-getitng-project-ID-when-running-on-Vertex-AI branch from f61d533 to 46f6324 Compare March 11, 2022 02:45
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Ark-kun commented Mar 11, 2022

I've switched to the new utility function.

@Ark-kun Ark-kun requested a review from sasha-gitg March 15, 2022 04:54
@Ark-kun Ark-kun force-pushed the fix--Fixed-getitng-project-ID-when-running-on-Vertex-AI branch from 91373a0 to 692ae9e Compare March 17, 2022 01:19
@Ark-kun Ark-kun force-pushed the fix--Fixed-getitng-project-ID-when-running-on-Vertex-AI branch from 235a6d1 to 1f79bce Compare March 17, 2022 03:04
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Ark-kun commented Mar 17, 2022

Please add a unit test that tests this block. Preferably, also an integration test that executes a custom job with the SDK.

I've added both a unit test and an integration test that executes a custom job with the SDK.

@Ark-kun Ark-kun force-pushed the fix--Fixed-getitng-project-ID-when-running-on-Vertex-AI branch from 620043b to 4f20ae0 Compare March 17, 2022 21:42
@kweinmeister kweinmeister requested review from morgandu and sasha-gitg and removed request for sasha-gitg March 19, 2022 16:59
sasha-gitg
sasha-gitg approved these changes Mar 21, 2022
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Thanks Alexey!

@sasha-gitg sasha-gitg merged commit 876cb33 into googleapis:main Mar 21, 2022
@release-please release-please bot mentioned this pull request Mar 21, 2022
Merged
Ark-kun added a commit to Ark-kun/pipeline_components that referenced this pull request Aug 1, 2022
@Ark-kun
Google Cloud - Vertex_AI - Models - Upload_XGBoost_model component - …
8016f51 
…Simplified the component after my Vertex SDK fixes were merged

Some of my Vertex SDK fixes:
googleapis/python-aiplatform#779
googleapis/python-aiplatform#882
googleapis/python-aiplatform#943
googleapis/python-aiplatform#997
Ark-kun added a commit to Ark-kun/pipeline_components that referenced this pull request Aug 1, 2022
@Ark-kun
Google Cloud - Vertex_AI - Models - Upload_Tensorflow_model component…
6af42e1 
… - Simplified the component after my Vertex SDK fixes were merged

Some of my Vertex SDK fixes:
googleapis/python-aiplatform#779
googleapis/python-aiplatform#882
googleapis/python-aiplatform#943
googleapis/python-aiplatform#997
Ark-kun added a commit to Ark-kun/pipeline_components that referenced this pull request Aug 1, 2022
@Ark-kun
Google Cloud - Vertex_AI - Models - Upload_Scikit-learn_pickle_model …
070f286 
…- Simplified the component after my Vertex SDK fixes were merged

Some of my Vertex SDK fixes:
googleapis/python-aiplatform#779
googleapis/python-aiplatform#882
googleapis/python-aiplatform#943
googleapis/python-aiplatform#997
Ark-kun added a commit to Ark-kun/pipeline_components that referenced this pull request Aug 1, 2022
@Ark-kun
Google Cloud - Vertex_AI - Models - Upload_XGBoost_model component - …
e1e8b7c 
…Simplified the component after my Vertex SDK fixes were merged

Some of my Vertex SDK fixes:
googleapis/python-aiplatform#779
googleapis/python-aiplatform#882
googleapis/python-aiplatform#943
googleapis/python-aiplatform#997
Ark-kun added a commit to Ark-kun/pipeline_components that referenced this pull request Aug 1, 2022
@Ark-kun
Google Cloud - Vertex_AI - Models - Upload_Tensorflow_model component…
4677245 
… - Simplified the component after my Vertex SDK fixes were merged

Some of my Vertex SDK fixes:
googleapis/python-aiplatform#779
googleapis/python-aiplatform#882
googleapis/python-aiplatform#943
googleapis/python-aiplatform#997
Ark-kun added a commit to Ark-kun/pipeline_components that referenced this pull request Aug 1, 2022
@Ark-kun
Google Cloud - Vertex_AI - Models - Upload_Scikit-learn_pickle_model …
32a849a 
…- Simplified the component after my Vertex SDK fixes were merged

Some of my Vertex SDK fixes:
googleapis/python-aiplatform#779
googleapis/python-aiplatform#882
googleapis/python-aiplatform#943
googleapis/python-aiplatform#997
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@sasha-gitg sasha-gitg sasha-gitg approved these changes

@vinnysenthil vinnysenthil vinnysenthil approved these changes

@morgandu morgandu Awaiting requested review from morgandu

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The SDK does not pick up the correct user project when running on Vertex Pipelines or CustomJobs
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@Ark-kun @morgandu @vinnysenthil @sasha-gitg @kweinmeister