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Home Artificial Intelligence

Automating ETL to SFTP Server Utilizing Python and SQL | by Mary Ara | Aug, 2024

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August 25, 2024
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Learn to automate a every day information switch course of on Home windows, from PostgreSQL database to a distant server

Mary Ara

Towards Data Science

16 min learn

·

10 hours in the past

Photograph by Shubham Dhage on Unsplash

The method of transfering recordsdata from one location to a different is clearly an ideal candidate for automation. It may be formidable to do repetitively, particularly when you need to carry out the complete ETL (Extract, Remodel, Load) course of for a number of teams of information.

Think about your organization has their information of their information warehouse, after which they determine to contract out a part of their analytics to an exterior information analytics provider. This provider is providing a bespoke analytics software program that may show dashboards and experiences for the core poduction crew of your organization.

The implication of that is that, you, as the info engineer, could have should switch information to this provider every day, hourly, each half-hour or some other frequency determined upon by the out-sourcing contract.

This text explains intimately this ETL course of that features an SFTP add. We’ll incorporate Safe File Switch Protocol (SFTP) which is a safe technique of transfering recordsdata between two distant servers, by encrypting the recordsdata utilizing what is called the Safe Shell (SSH) protocol.

READ ALSO

Introduction to Small Language Fashions: The Full Information for 2026

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Learn to automate a every day information switch course of on Home windows, from PostgreSQL database to a distant server

Mary Ara

Towards Data Science

16 min learn

·

10 hours in the past

Photograph by Shubham Dhage on Unsplash

The method of transfering recordsdata from one location to a different is clearly an ideal candidate for automation. It may be formidable to do repetitively, particularly when you need to carry out the complete ETL (Extract, Remodel, Load) course of for a number of teams of information.

Think about your organization has their information of their information warehouse, after which they determine to contract out a part of their analytics to an exterior information analytics provider. This provider is providing a bespoke analytics software program that may show dashboards and experiences for the core poduction crew of your organization.

The implication of that is that, you, as the info engineer, could have should switch information to this provider every day, hourly, each half-hour or some other frequency determined upon by the out-sourcing contract.

This text explains intimately this ETL course of that features an SFTP add. We’ll incorporate Safe File Switch Protocol (SFTP) which is a safe technique of transfering recordsdata between two distant servers, by encrypting the recordsdata utilizing what is called the Safe Shell (SSH) protocol.

Tags: AraAugAutomatingETLMaryPythonServerSFTPSQL

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