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Automating File Loading Into SQL Server With Python And SQL – Part 1

Posted on February 23, 2021 by admin



Loading files into databases are not exactly exciting work. It can be tedious and boring work. Often times it is constrained by tools like SSIS that freak out when a small change is made.
This is one of the core roles of BI and data engineering teams. They need to load files from operational databases into data warehouses. They do this by developing pipelines that process and transform data.
One problem we see is teams have multiple file types, data spec versions, and data providers. Each of which requires a different pipeline just to load into their raw database.
This forces teams to manage 10, 20 maybe even 50 smaller pipelines that are all subject to the change of the data providers. In addition, each new data provider requires an entirely new pipeline to be developed. It also requires managing infrastructure around each pipeline in order to log and track data pipelines statuses. This can quickly become very difficult to manage and tedious to build.
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Watch our video on Automating Bulk Inserting With SQL

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11 thoughts on “Automating File Loading Into SQL Server With Python And SQL – Part 1”

  1. sachin gera says:
    February 23, 2021 at 9:30 pm

    Hello Ben, can you please tell me the best way to migrate data from SharePoint to SQL server? I will be using python for making automation scripts. Waiting for your reply. Thanks.

    Reply
  2. Ryan Tran says:
    February 23, 2021 at 9:30 pm

    nice article, thank Ben, do you have part 2 available yet?

    Reply
  3. Stanislav Ezhevski says:
    February 23, 2021 at 9:30 pm

    Thanks for video, but isn't easier to use Pandas for ETL processes ?

    Reply
  4. Christopher Parry says:
    February 23, 2021 at 9:30 pm

    thanks Ben, do you have a faster way to insert into sql other than 1 record at a time using insert. I am dealing with millions of records and this approach is slow.

    Reply
  5. Mohit Rai says:
    February 23, 2021 at 9:30 pm

    sir i want to record video through python and directly upload it on sql server . please anyone help me ????????

    Reply
  6. Siyao Zhang Diamour says:
    February 23, 2021 at 9:30 pm

    Thanks for the sharing. Just one suggestion. When you move your cursors too much, it is really distracting.

    Reply
  7. himanshu narang says:
    February 23, 2021 at 9:30 pm

    Hi Ben can you please share the git repository link where you have uploaded it

    Reply
  8. Threelly AI says:
    February 23, 2021 at 9:30 pm

    Youtube comments are full of amusements sometimes….
    https://chrome.google.com/webstore/detail/threelly-ai-for-youtube/dfohlnjmjiipcppekkbhbabjbnikkibo

    Reply
  9. Channa G says:
    February 23, 2021 at 9:30 pm

    thank you Ben. looking forward to more such videos. did you write all these things anywhere, like a blog post or something?

    Reply
  10. S.M.Ehsanul Amin says:
    February 23, 2021 at 9:30 pm

    can you share this things for importing CSV files in mysql from a directory by using python while using load infile command ?

    Reply
  11. chris h-22 says:
    February 23, 2021 at 9:30 pm

    Where in your python or SQL scripts are the names of the SQL tables named ?

    Reply

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