Create Fabric notebook for data transform step

[sreedhar-guda]

The steps for data transformation currently use Databricks(30_transform.py). This logic needs to be converted for Microsoft Fabric notebook.

DoD:

A Fabric notebook is created with existing data transformation logic.

NOTES:

• Template file (nb-030-transform.ipynb) is created as part of Create initial version of notebooks #862
  • If the Lakehouse tables ddls needs to be modified- then these can be done in lakehouse_ddls.yaml followed by execution of nb-010-setup.ipynb(Lake schema and tables creation) and nb-020-standardize.ipynb(prepare data for transform).

[maye-msft]

@yuna-s
Please merge the spike backlog item #924 with this one

[yuna-s]

• Implement existing data transformation logic and save the data into the table
• Modify lakehouse_ddls.yaml to fit the Lakehouse tables with table data
• Manually upload the ddo-transformation wheel file without modifying and repackaging its python code
• Integrate setup and standardize notebook with this notebook in a pipeline

[promisinganuj]

Done