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[ CourseHulu.com ] Working With Azure Databricks Programmatically
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To carry out large-scale operations on Databricks, you'll need to develop apps or scripts which can interact with this big data service. This course looks into the Databricks CLI, its REST API, and the dbutils library to automate such interactions.
What you'll learn
While nearly every task in Databricks can be accomplished from its Web UI, to perform operations of any complexity at scale, you need to interact with this service from a script or an application. In this course, Working with Azure Databricks Programmatically, you'll learn about the Databricks command-line interface (CLI). First, you'll explore how we can create and use a personal access token for authentication, and how to construct CLI commands to perform a variety of workspace operations. Then, you'll explore the use of the Databricks REST API. Finally, you'll discover the versatility of the dbutils library in order to interact with the Databricks file system from a Python application. Once you complete this course, you'll have a clear understanding of how interactions with a Databricks service can be automated using the Databricks CLI, the REST API, and the dbutils package.
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FILE LIST
Filename
Size
~Get Your Files Here !/01. Course Overview/01. Course Overview.mp4
3 MB
~Get Your Files Here !/02. Accessing Azure Databricks with the CLI/02. Course Prerequisites and Outline.mp4
3.2 MB
~Get Your Files Here !/02. Accessing Azure Databricks with the CLI/03. Interacting with Databricks.mp4
6.5 MB
~Get Your Files Here !/02. Accessing Azure Databricks with the CLI/04. Automating Databricks Interactions.mp4
8.4 MB
~Get Your Files Here !/02. Accessing Azure Databricks with the CLI/05. Demo.Downloading and Setting up the Databricks CLI.mp4
11.7 MB
~Get Your Files Here !/02. Accessing Azure Databricks with the CLI/06. Demo.Viewing Cluster Data with the CLI.mp4
10.6 MB
~Get Your Files Here !/02. Accessing Azure Databricks with the CLI/07. Demo.Deleting Clusters with the CLI.mp4
5.2 MB
~Get Your Files Here !/02. Accessing Azure Databricks with the CLI/08. Demo.Creating and Editing Clusters.mp4
9.8 MB
~Get Your Files Here !/03. Using the Azure Databricks REST API/09. The Databricks REST Interface.mp4
3.9 MB
~Get Your Files Here !/03. Using the Azure Databricks REST API/10. Demo.Creating a Cluster with the Databricks REST API.mp4
11.2 MB
~Get Your Files Here !/03. Using the Azure Databricks REST API/11. Demo.Submitting REST Calls to Databricks from Python.mp4
5.5 MB
~Get Your Files Here !/03. Using the Azure Databricks REST API/12. Demo.Modifying and Deleting Clusters with the REST API.mp4
5.3 MB
~Get Your Files Here !/04. Managing an Azure Databricks Workspace with dbutils/13. An Introduction to dbutils.mp4
3.2 MB
~Get Your Files Here !/04. Managing an Azure Databricks Workspace with dbutils/14. Demo.Setting up Databricks Connect.mp4
7.1 MB
~Get Your Files Here !/04. Managing an Azure Databricks Workspace with dbutils/15. Demo.Confuring Databricks Connect with a Workspace.mp4
14.8 MB
~Get Your Files Here !/04. Managing an Azure Databricks Workspace with dbutils/16. Demo.Uploading a CSV File to DBFS.mp4
7.7 MB
~Get Your Files Here !/04. Managing an Azure Databricks Workspace with dbutils/17. Demo.Performing File System Operations with dbutils.mp4
11.8 MB
~Get Your Files Here !/04. Managing an Azure Databricks Workspace with dbutils/18. Course Summary and Related Content.mp4
1.6 MB
~Get Your Files Here !/Bonus Resources.txt
386 B
~Get Your Files Here !/Exercise Files/02/accessing-azure-databricks-with-the-cli-slides.pdf
2.3 MB
~Get Your Files Here !/Exercise Files/02/demos/assets/M2-DatabricksCLI/cluster_config.json
468 B
~Get Your Files Here !/Exercise Files/02/demos/assets/M2-DatabricksCLI/edit_cluster_config.json
498 B
~Get Your Files Here !/Exercise Files/02/demos/assets/M2-DatabricksCLI/Steps-01-ConfiguringTheDatabricksCLI.sh
7 KB
~Get Your Files Here !/Exercise Files/02/demos/assets/M2-DatabricksCLI/Steps-02-UsingTheDatabricksCLI.sh
13.6 KB
~Get Your Files Here !/Exercise Files/02/demos/assets/M3-DatabricksRESTAPI/adb_rest.py
371 B
~Get Your Files Here !/Exercise Files/02/demos/assets/M3-DatabricksRESTAPI/Steps-UsingTheDatabricksRESTAPI.txt
6.5 KB
~Get Your Files Here !/Exercise Files/02/demos/assets/M4-DBUtils/DBUtilsIntro.ipynb
4.9 KB
~Get Your Files Here !/Exercise Files/02/demos/assets/M4-DBUtils/dbutils_test.py
577 B
~Get Your Files Here !/Exercise Files/02/demos/assets/M4-DBUtils/ipynb_checkpoints/DBUtilsIntro-checkpoint.ipynb
4.9 KB
~Get Your Files Here !/Exercise Files/02/demos/assets/M4-DBUtils/Steps-PySparkDatabricksSetup.txt
8.1 KB
~Get Your Files Here !/Exercise Files/03/using-the-azure-databricks-rest-api-slides.pdf
1.2 MB
~Get Your Files Here !/Exercise Files/04/managing-an-azure-databricks-workspace-with-dbutils-slides.pdf
1.1 MB
~Get Your Files Here !/Exercise Files/assets/M2-DatabricksCLI/cluster_config.json
468 B
~Get Your Files Here !/Exercise Files/assets/M2-DatabricksCLI/edit_cluster_config.json
498 B
~Get Your Files Here !/Exercise Files/assets/M2-DatabricksCLI/Steps-01-ConfiguringTheDatabricksCLI.sh
7 KB
~Get Your Files Here !/Exercise Files/assets/M2-DatabricksCLI/Steps-02-UsingTheDatabricksCLI.sh
13.6 KB
~Get Your Files Here !/Exercise Files/assets/M3-DatabricksRESTAPI/adb_rest.py
371 B
~Get Your Files Here !/Exercise Files/assets/M3-DatabricksRESTAPI/Steps-UsingTheDatabricksRESTAPI.txt
6.5 KB
~Get Your Files Here !/Exercise Files/assets/M4-DBUtils/DBUtilsIntro.ipynb
4.9 KB
~Get Your Files Here !/Exercise Files/assets/M4-DBUtils/dbutils_test.py
577 B
~Get Your Files Here !/Exercise Files/assets/M4-DBUtils/ipynb_checkpoints/DBUtilsIntro-checkpoint.ipynb
4.9 KB
~Get Your Files Here !/Exercise Files/assets/M4-DBUtils/Steps-PySparkDatabricksSetup.txt
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