* remove key_columns variable
* ran linter
* remove key_columns in text
* notebooks/official/model_evaluation/custom_tabular_regression_model_evaluation.ipynb
* modified text
* ran linter
* andrew comments resolved
* ran linter
Co-authored-by: Andrew Ferlitsch <aferlitsch@google.com>
File came in regression log. Unable to download executed notebook. When ran in local, file executed successfully.
**Changes made**:
Update notebook according to template
- [X] Use the [notebook template](https://togithub.com/GoogleCloudPlatform/vertex-ai-samples/blob/main/notebooks/notebook_template.ipynb) as a starting point.
- [X] Follow the style and grammar rules outlined in the above notebook template.
- [X] Verify the notebook runs successfully in Colab since the automated tests cannot guarantee this even when it passes.
- [X] Passes all the required automated checks. You can locally test for formatting and linting with these [instructions](https://togithub.com/GoogleCloudPlatform/vertex-ai-samples/blob/main/CONTRIBUTING.md#code-quality-checks).
- [ ] You have consulted with a tech writer to see if tech writer review is necessary. If so, the notebook has been reviewed by a tech writer, and they have approved it.
- [X] This notebook has been added to the [CODEOWNERS](https://togithub.com/GoogleCloudPlatform/vertex-ai-samples/blob/main/notebooks/official/CODEOWNERS) file under the `Official Notebooks` section, pointing to the author or the author's team.
- [X] The Jupyter notebook cleans up any artifacts it has created (datasets, ML models, endpoints, etc) so as not to eat up unnecessary resources.
<br>
**Error from regression test**:RuntimeError: Job failed with:
code: 9
message: "The DAG failed because some tasks failed. The failed tasks are: [model-deploy].; Job (project_id = python-docs-samples-tests, job_id = 2073372166241386496) is failed due to the above error.; Failed to handle the job: {project_number = 1012616486416, job_id = 2073372166241386496}"
Changes made:
Just ran notebook in local. It ran fine. Updated notebook according to template
- [X] Use the [notebook template](https://togithub.com/GoogleCloudPlatform/vertex-ai-samples/blob/main/notebooks/notebook_template.ipynb) as a starting point.
- [X] Follow the style and grammar rules outlined in the above notebook template.
- [X] Verify the notebook runs successfully in Colab since the automated tests cannot guarantee this even when it passes.
- [X] Passes all the required automated checks. You can locally test for formatting and linting with these [instructions](https://togithub.com/GoogleCloudPlatform/vertex-ai-samples/blob/main/CONTRIBUTING.md#code-quality-checks).
- [ ] You have consulted with a tech writer to see if tech writer review is necessary. If so, the notebook has been reviewed by a tech writer, and they have approved it.
- [X] This notebook has been added to the [CODEOWNERS](https://togithub.com/GoogleCloudPlatform/vertex-ai-samples/blob/main/notebooks/official/CODEOWNERS) file under the `Official Notebooks` section, pointing to the author or the author's team.
- [X] The Jupyter notebook cleans up any artifacts it has created (datasets, ML models, endpoints, etc) so as not to eat up unnecessary resources.
<br>
Reduce boilerplate for sdk-custom-image-classification-online.ipynb notebook
- [X] Use the [notebook template](https://togithub.com/GoogleCloudPlatform/vertex-ai-samples/blob/main/notebooks/notebook_template.ipynb) as a starting point.
- [X] Follow the style and grammar rules outlined in the above notebook template.
- [X] Verify the notebook runs successfully in Colab since the automated tests cannot guarantee this even when it passes.
- [X] Passes all the required automated checks. You can locally test for formatting and linting with these [instructions](https://togithub.com/GoogleCloudPlatform/vertex-ai-samples/blob/main/CONTRIBUTING.md#code-quality-checks).
- [ ] You have consulted with a tech writer to see if tech writer review is necessary. If so, the notebook has been reviewed by a tech writer, and they have approved it.
- [X] This notebook has been added to the [CODEOWNERS](https://togithub.com/GoogleCloudPlatform/vertex-ai-samples/blob/main/notebooks/official/CODEOWNERS) file under the `Official Notebooks` section, pointing to the author or the author's team.
- [X] The Jupyter notebook cleans up any artifacts it has created (datasets, ML models, endpoints, etc) so as not to eat up unnecessary resources.
<br>
* text correction made
* ran linter
* modified file
* ran linter
* updated file
* ran linter
* addressed comments
* ran linte
* changing component and parameter names as per new gcpc 1.0.26
* ran linter
* updated notebook as per new package changes
* modified notebook
* ran linter
Co-authored-by: Soheila Zangeneh <49654056+soheilazangeneh@users.noreply.github.com>
Co-authored-by: Andrew Ferlitsch <aferlitsch@google.com>
* file modified
* ran linter
* model evaluation metrics are printed
* ran linter
* notebook modified
* ran linter
Co-authored-by: Andrew Ferlitsch <aferlitsch@google.com>
* made text corrections
* ran linter
* modified notebook
* modified notebook
* ran linter
* modified installation step
* ran linter
* updated component name and parameters
* ran linter
* ran linter
Co-authored-by: Soheila Zangeneh <49654056+soheilazangeneh@users.noreply.github.com>
Co-authored-by: Andrew Ferlitsch <aferlitsch@google.com>
* modified notebook telecom-subscriber-churn-prediction.ipynb
* ran linter
* changes suggested by andrew are done
* ran linter
* changes suggested by andrew done
* ran linter
* resolved error
* ran linter
* fixed a monor bug
* ran linter
Co-authored-by: Andrew Ferlitsch <aferlitsch@google.com>
* modified notebook according to notebook_template.
* ran linter
* Added create dataset step
* ran linter
* replaced hardcoded dataset name with a variable
* ran linter
* changes suggested by nadrew done
* ran linter
* followed prolong lin comments, data cleaning now done in bigquery
* ran linter
Co-authored-by: Andrew Ferlitsch <aferlitsch@google.com>
Co-authored-by: Ivan Cheung <ivans.mailbox@gmail.com>
* added file
* removed unnecessary imports
* ran linter
* removed extra batch prediction component
* ran linter
* moved file to official
* changed links to point to official
* ran linter
* Jason comments addressed
* ran linter
* comments addressed
* ran linter
* comments addresed
* ran linter
* added predictionschema instance schema files
* ran linter
* Followed Karen Lin's comments
* ran linter
* replaced old prebuilt containers with latest ones
* ran linter
Co-authored-by: Ivan Cheung <ivans.mailbox@gmail.com>
Co-authored-by: Andrew Ferlitsch <aferlitsch@google.com>
* modified notebook
* ran linter
* tensorflow was used only for file reading.So replaced tensorflow with pandas
* ran linter
* made text changes
* ran linter
* latest andrew domments addressed
* ran linter
Co-authored-by: Andrew Ferlitsch <aferlitsch@google.com>
* made changes
* made changes
* ran linter test
* made changes
* ran linter
* made changes
* ran linter
* changes suggested by andrew done
* ran linter
* replaced timestamp with uuid
* ran linter
* changed bucket creation command according to template
* ran linter
* changed text in overview
* changed region cell from markdown to code
* made changes
* replaced dataset from constant to a variable
* replaced constant dataset_id with a variable
* ran linter
* changed suggested by andrew done
* ran linter
Co-authored-by: Andrew Ferlitsch <aferlitsch@google.com>
* deleted file in community and added file in official folder
* renamed file
* ran linter test
* renamed file
* ran linter
* made changes
* ran linter test
* made changes
* ran linter test
* made changes
* ran linter test
* made changes
* ran linter
* made change
* ran linter test
* changes suggested by andrew done
* ran linter
Co-authored-by: Andrew Ferlitsch <aferlitsch@google.com>
* modified notebook according to notebook_template.
* ran linter
* Added create dataset step
* ran linter
* replaced hardcoded dataset name with a variable
* ran linter
* changes suggested by nadrew done
* ran linter
Co-authored-by: Andrew Ferlitsch <aferlitsch@google.com>
* modified notebook according to template, tensorflow library is used only for file opening so instead of tf we used bucket.blob.download_as_string()
* ran linter
* all changes requested by andrew are done
* cleared all outputs
* making changes to run linter test
* making changes to run linter test
* ran linter
* removed region text in create bucket step
* ran linter
Co-authored-by: Andrew Ferlitsch <aferlitsch@google.com>
* modified notebook
* small changes done
* modified notebook and moved notebook to official folder
* ran linter test
* resolved comments
* ran linter test
* sentence case heading added for some more text
* ran linter test
* made changes
* ran linter test
* made changes
* ran linter test
Co-authored-by: Andrew Ferlitsch <aferlitsch@google.com>
* made changes
* ran linter test
* added minor changes
* ran linter test
* made changes
* ran linter test
Co-authored-by: Andrew Ferlitsch <aferlitsch@google.com>
* made changes
* ran linter test
* made minor changes
* ran linter test
* made changes
* ran linter test
Co-authored-by: Andrew Ferlitsch <aferlitsch@google.com>
* changes made
* ran linter test
* made minor changes
* ran linter test
* made changes
* ran linter test
Co-authored-by: Andrew Ferlitsch <aferlitsch@google.com>
* modified file
* modified file
* ran linter test
* deleted file in community folder
* ran linter test
* changed folder name in links
* ran linter test
* resolved comments
* ran linter test
* modified file
* ran linter test
* deleted file in community folder
* modified notebook
* ran linter test
* renamed managed_notebooks folder to workbench
* ran linter
* resolved comments
* ran linter test
* pulled new version of branch
* ran linter again
* resolved comments
* ran linter test
* removed %%time and added --user flag to all pip installs
* ran linter test
* added debug statements
* ran linter test
* added verbose
* ran linter test
Co-authored-by: Karl Weinmeister <11586922+kweinmeister@users.noreply.github.com>
Co-authored-by: Andrew Ferlitsch <aferlitsch@google.com>
* modified file
* made linter changes
* made changes
* linter test issues resolved
* ran linter test
Co-authored-by: Andrew Ferlitsch <aferlitsch@google.com>
* modified notebook
* linter test issues resolved
* ran linter test
* added colab option
* ran linter test
Co-authored-by: Andrew Ferlitsch <aferlitsch@google.com>
* modified colab,github,vertexAI links and added vertex logo
* ran linter
* resolved comments
* ran linter
Co-authored-by: Karl Weinmeister <11586922+kweinmeister@users.noreply.github.com>
* changed master to main for links and added vertex AI logo
* ran linter
* resolved comments
* ran linter
Co-authored-by: Karl Weinmeister <11586922+kweinmeister@users.noreply.github.com>
* added notebook
* ran linter
* fix aip not defined error
* ran lint
* resolved git comments
* ran linter
* deleted file in community folder and removed globals
* ran linter
Co-authored-by: Karl Weinmeister <11586922+kweinmeister@users.noreply.github.com>
Co-authored-by: Andrew Ferlitsch <aferlitsch@google.com>
* added notebook
* changed folder
* reinstalled linter
* ran linter
* pulled new changes and merged
* resolved comments
* resolved comments
* ran linter
* deleted file in community folder and removed globals in file
* ran linter
Co-authored-by: Andrew Ferlitsch <aferlitsch@google.com>
Co-authored-by: Karl Weinmeister <11586922+kweinmeister@users.noreply.github.com>
* added first usecase
* Changes made according to notebok template
* recommender systems added
* test commit
* telco churn and gaming churn notebooks completed
* linter ok
* moved files to official folder
* fraud detection added
* ran linter
* recommender added
* changed to comm folder
* deleted notebook_template
* changed some files
* made changes
* changes made
* added new branch for recommender systems
* feedback changes done
* ran lint
* Re=added notebook
* Renamed Recommender Systems to recommender_systems
* Added CODEOWNERS
Co-authored-by: ivanmkc <ivans.mailbox@gmail.com>
* added first usecase
* Changes made according to notebok template
* recommender systems added
* test commit
* telco churn and gaming churn notebooks completed
* linter ok
* moved files to official folder
* fraud detection added
* ran linter
* recommender added
* changed to comm folder
* deleted notebook_template
* changed some files
* made changes
* changes made
* notebookadded
* ran lint
* changed notebook
* removed springml folder
* changed hardcoded variables
* ran lint
* made changes
* ran lint
* Re=added notebook
* Renamed folder
* Added CODEOWNERS file
* Fixed CODEOWNERS
Co-authored-by: ivanmkc <ivans.mailbox@gmail.com>
* added first usecase
* Changes made according to notebok template
* recommender systems added
* test commit
* telco churn and gaming churn notebooks completed
* linter ok
* moved files to official folder
* fraud detection added
* ran linter
* recommender added
* changed to comm folder
* deleted notebook_template
* changed some files
* made changes
* changes made
* added new branch
* made changes
* made changes
* made changes
* made changes
* chnages made
* changes done
* ran lint
* changed bucket name
* ran lint
* mde changes
* Re=added notebook
* Re=added notebook
* ran lint
* Renamed file
* Ran linter
Co-authored-by: ivanmkc <ivans.mailbox@gmail.com>
* added first usecase
* Changes made according to notebok template
* recommender systems added
* test commit
* telco churn and gaming churn notebooks completed
* linter ok
* moved files to official folder
* fraud detection added
* ran linter
* recommender added
* changed to comm folder
* deleted notebook_template
* changed some files
* made changes
* changes made
* added new branch for gaming churn
* changes made
* feedback changes done
* ran lint
* Re=added notebook
* Cleanup
Co-authored-by: ivanmkc <ivans.mailbox@gmail.com>
* added first usecase
* Changes made according to notebok template
* recommender systems added
* test commit
* telco churn and gaming churn notebooks completed
* linter ok
* moved files to official folder
* fraud detection added
* ran linter
* recommender added
* changed to comm folder
* deleted notebook_template
* changed some files
* made changes
* changes made
* added new branch for subscriber_churn
* made changes according to feedback
* made changes'
* made changes
* made changes
* changes made
* changes made
* ran lint
* Re=added notebook
* ran lint
* Cleanup and lint
* Folder move
* Moved folder
* Renamed folder
* Renamed folder
Co-authored-by: ivanmkc <ivans.mailbox@gmail.com>
* added first usecase
* Changes made according to notebok template
* recommender systems added
* test commit
* telco churn and gaming churn notebooks completed
* linter ok
* moved files to official folder
* fraud detection added
* ran linter
* recommender added
* changed to comm folder
* deleted notebook_template
* changed some files
* made changes
* changes made
* changes
* added notebook
* ran lint
* small changes
* feedback changes done
* ran lint
* Re=added notebook
* Moved folder
* Moved folder
Co-authored-by: ivanmkc <ivans.mailbox@gmail.com>
