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Data Engineering
Join discussions on data engineering best practices, architectures, and optimization strategies within the Databricks Community. Exchange insights and solutions with fellow data engineers.
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Forum Posts

AK032716
by New Contributor
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implement autoloader to ingest data into delta lake, i have 100 different tables with full load , append merge senarios

i want to implement autoloader to ingest data into delta lake from 5 different source systems and i have 100 different tables in each database how do we dynamically address this by using autoloader , trigger once option - full load , append merge sen...

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daniel_sahal
Esteemed Contributor
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You can create a generic notebook that will be parametrized with the table name/source system and then just simply trigger notebook with different parameters (for each table/source system).For parametrization you can use dbutils.widgets (https://docs...

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alexgv12
by New Contributor III
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creation of tables with cdc

I am using cdc to create different tables, these tables can have one or more dependencies, what is the best practice to create these tables without losing records or changes in both the base table and the join tables? for exampleselect * from ( ...

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alexgv12
New Contributor III
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more detail

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