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Feature/week2#2

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Garett601 merged 22 commits intomainend-to-end-mlops-databricks/marvelous-databricks-course-Garett601:mainfrom feature/week2end-to-end-mlops-databricks/marvelous-databricks-course-Garett601:feature/week2Copy head branch name to clipboardOct 30, 2024

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Commits on Oct 24, 2024

• refactor(project_configs.yml-config.py): update project config

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• refactor(utils.py,-rf_model.py-data_preprocessor.py-processed_data.py): refactor code based on new config and separate data loading

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• test(test_rf_model.py-test_data_preprocessor.py): update tests for refactored code

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• refactor(week1/week_1.ipynb): update repo structure

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• refactor(week_1.py): refactor week 1 notebook

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• refactor(week_1.py): refactor week 1 notebook

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• feat(data_preprocessor.py): add save_to_catalog method

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• style(data_preprocessor.py): update docstring

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• test(test_data_preprocessor.py): add test for save_to_catalog method

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• feat(01_prepare_data.py): first task for week2 homework

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Commits on Oct 25, 2024

• feat(02_mlflow_experiment.py): week 2 notebook 2 code

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• feat(03_log_and_register_model.py): week2 notebook 3 code

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• feat(04_log_and_register_custom_model.py): week2 notebook 4 code

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• chore: save latest code - why do I keep doing this?

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• refactor(01_prepare_dataset.py): maintain DateTime column when saving to UC

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Commits on Oct 26, 2024

• feat(05_log_and_register_fe_model.py): week2 notebook 5 code

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• docs(README.md): Update readme with changes

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• ci(ci.yml): add PySpark to CI run for tests

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• ci(ci.yml): add databricks-sdk to testing step

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• ci(ci.yml): add pyspark AND databricks-sdk to tests step

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• test(test_data_preprocessor.py): mock pysoark.sql.functions

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• test(test_data_preprocessor.py): mock all spark behaviour

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