sql server - Recommended tools to ETL data from Azure SQL Database to Azure SQL Data Warehouse? -

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i have requirement build data warehouse using azure sql data warehouse, sourced data single azure sql database. looking @ this article, seems have 2 options:

  • ssis
  • azure data factory

my azure sql database normalized, i'd build azure sql data warehouse in star or snowflake schema format, it's not straight copy of tables - there needs transformation happening.

given ssis isn't supported on azure sql database , require me running vm sql server on keep processes entirely in azure, azure data factory recommended tool etl data between azure sql database , azure sql data warehouse? 1 choice vs. other more featured in situation?

thank you!

if looking keep processes entirely in cloud , not spin vm, azure data factory best option data movement. however, @ point in time might recommend elt approach on etl approach. loading data first , completing transformations within sql data warehouse loads quicker , able take advantage of additional compute power when transforming data. additionally, sounds familiar sql, may easier write transformations inside of sql data warehouse opposed using data factory' json.


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