Add functionality to DatabricksHook to create notebooks

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area:providersgood first issuekind:featureprovider:databricks

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Beschreibung

Description

Currently, there is no way to programmatically create a notebook in Databricks using the core provider components (DatabricksHook, DatabricksRunNowOperator, or DatabricksSubmitRunOperator). If implemented, this change would allow Airflow users to create a Scala, R, Python, or SQL notebook in DBFS programmatically from Airflow.

Use case/motivation

This would be useful for our users who are hosting their notebooks in an Airflow repository and would like to utilize advantages of tools like jinja templating, orchestration, git version control, etc.

Related issues

No response

Are you willing to submit a PR?

Yes I am willing to submit a PR!

Code of Conduct

I agree to follow this project's Code of Conduct

Contributor Guide

Research-Richtung: Examine the existing DatabricksHook in airflow/providers/databricks/hooks/databricks.py to understand the current API and how to add a method for creating notebooks. Look at the Databricks REST API documentation for notebook creation endpoints. Review any linked PRs or comments for additional context. The implementation should create a new method in DatabricksHook that calls the Databricks API to create a notebook in DBFS.
Tech Stack: python
Domain: backend
Issue Type: Funktion
Schwierigkeit: 3
Geschätzte Zeit: 1-3 Stunden
Aktivitätsstatus: Frisch
Klarheit: Klar
Voraussetzungen: Basic understanding of DatabricksFamiliarity with Airflow hooks and operators
Einsteigerfreundlichkeit: 55