Databricks Notebook
What is notebook
Creating notebook
Magic commands
Databricks Utilities
Import project solution notebook
Commands
➢ You can use multiple languages in
one notebook
➢ You need to specify language magic
command at the beginning of a
cell.
➢ By default, the entire notebook will
work on the language that you
Use of utilities
● Make easy to combine different types of task in
a single notebook
● Allow to combine file operations with ETL task
● File system Utilities
● Secrete Utilities
● Widgets Utilities
● Notebook workflow Utilities
DBUtils
➢ Azure Databricks provides set of utilities to efficiently interact with your
notebooks
➢ Most commonly used DBUtils are:
○ File System Utilities
○ Widget Utilities
○ Notebook Utilities
File System Utilities
➢ dbutils.fs provides utilities for working with File Systems. Below are the available
utilities
○ cp : Copies a file or directory, possibly across FileSystems
○ head : Returns up to the first 20 records
○ ls : Lists the contents of a directory
○ mkdirs : Creates the given directory if it does not exist, also creating any
necessary parent directories
○ mv :Moves a file or directory, possibly across FileSystems
○ put : Writes the given String out to a file
○ rm : Removes a file or directory
Widgets Utilities
Dbutils.Widgets Utilities helps to gets the input value using parameters. Widget types
are:
➢ combobox : Creates a combobox input widget with a given name, default value
and choices
➢ dropdown : Creates a dropdown input widget a with given name, default value
and choices
➢ get : Retrieves current value of an input widget
Widgets Utilities
➢ multiselect : Creates a multi select input widget with a given name, default value
and choices
➢ remove : Removes an input widget from the notebook
➢ removeAll : Removes all widgets in the notebook •
➢ text : Creates a text input widget with a given name and default value
Notebook Utilities
➢ Invove one notebook through others.
➢ Exit : This method lets you exit a notebook with a value
➢ Run : This method runs a notebook and returns its exit value
DBFS (Databricks file system)
• To upload files in
databricks file system go to
user settings,
• Go to advance -> other ->
and enable DBFS file
browser
• Refresh the page after DBFS
file Browser Enabled
Data Bricks and its implementation and cluster
Thank You

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Data Bricks and its implementation and cluster

  • 2. What is notebook Creating notebook Magic commands Databricks Utilities Import project solution notebook
  • 3. Commands ➢ You can use multiple languages in one notebook ➢ You need to specify language magic command at the beginning of a cell. ➢ By default, the entire notebook will work on the language that you
  • 4. Use of utilities ● Make easy to combine different types of task in a single notebook ● Allow to combine file operations with ETL task ● File system Utilities ● Secrete Utilities ● Widgets Utilities ● Notebook workflow Utilities
  • 5. DBUtils ➢ Azure Databricks provides set of utilities to efficiently interact with your notebooks ➢ Most commonly used DBUtils are: ○ File System Utilities ○ Widget Utilities ○ Notebook Utilities
  • 6. File System Utilities ➢ dbutils.fs provides utilities for working with File Systems. Below are the available utilities ○ cp : Copies a file or directory, possibly across FileSystems ○ head : Returns up to the first 20 records ○ ls : Lists the contents of a directory ○ mkdirs : Creates the given directory if it does not exist, also creating any necessary parent directories ○ mv :Moves a file or directory, possibly across FileSystems ○ put : Writes the given String out to a file ○ rm : Removes a file or directory
  • 7. Widgets Utilities Dbutils.Widgets Utilities helps to gets the input value using parameters. Widget types are: ➢ combobox : Creates a combobox input widget with a given name, default value and choices ➢ dropdown : Creates a dropdown input widget a with given name, default value and choices ➢ get : Retrieves current value of an input widget
  • 8. Widgets Utilities ➢ multiselect : Creates a multi select input widget with a given name, default value and choices ➢ remove : Removes an input widget from the notebook ➢ removeAll : Removes all widgets in the notebook • ➢ text : Creates a text input widget with a given name and default value
  • 9. Notebook Utilities ➢ Invove one notebook through others. ➢ Exit : This method lets you exit a notebook with a value ➢ Run : This method runs a notebook and returns its exit value
  • 10. DBFS (Databricks file system) • To upload files in databricks file system go to user settings, • Go to advance -> other -> and enable DBFS file browser • Refresh the page after DBFS file Browser Enabled