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Dang, Ibis doesn't support Redshift or SQL Server. I'm also having trouble understanding what it really is - it's an entire framework for big data it seems and not just a translator. What I'd really like is just that, something that turns pandas dataframe operation into ANSI SQL. So input pandas2sql('tablename["col"]') -> "select col from tablename". Something really simple to use.



Pandas has from_sql and to_sql methods that are compatible with SQLAlchemy if you insist on using an ORM, that gets you most of the way there...


SQLAlchemy is more than just an ORM. It also has sql expression language, for writing queries using python without using any ORM features.




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