[FEATURE]: Talend Conversion Missing

[ericbugin]

Is there an existing issue for this?

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Category of feature request

Profiler

Problem statement

https://medium.com/towards-data-engineering/migrating-from-talend-to-databricks-lakehouse-with-lakebridge-c25d65359f50

Most of the functions seen in this Medium article to convert Talend are not all present in the cli.py offered in the current version of LakeBridge.

lakebridge discover --source talend --input talend_exports/ --output talend_inventory.json
lakebridge assess --input talend_inventory.json --output assessment_report.json
lakebridge analyze talend --input talend_exports/ --output talend_profile.json
lakebridge translate talend --input talend_exports/ --output dlt_jobs/
lakebridge generate workflows --input dlt_jobs/ --output databricks_jobs/
lakebridge deploy --workspace-url https://<workspace> --token <token> --project databricks_jobs/
lakebridge validate --source-output talend_outputs/ --target-output databricks_outputs/ --output validation_report.json

https://github.com/databrickslabs/lakebridge/blob/2dade0bf4ba1d96f5329f953b14749e79dbce6ba/src/databricks/labs/lakebridge/cli.py

BladeBridge used to support this conversion before Databricks bought them and I was hoping to see this again
https://www.youtube.com/watch?v=Rwx4XrybuIs

Proposed Solution

Enable the missing functions, especially the translate function, for converting Talend ETL jobs to Pyspark as BladeBridge did before.

Additional Context

In the event that I am mistaken, please let me know the proper way of converting Talend ETL jobs.