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Data Ingestion with Python Cookbook

You're reading from  Data Ingestion with Python Cookbook

Product type Book
Published in May 2023
Publisher Packt
ISBN-13 9781837632602
Pages 414 pages
Edition 1st Edition
Languages
Author (1):
Gláucia Esppenchutz Gláucia Esppenchutz
Profile icon Gláucia Esppenchutz

Table of Contents (17) Chapters

Preface 1. Part 1: Fundamentals of Data Ingestion
2. Chapter 1: Introduction to Data Ingestion 3. Chapter 2: Principals of Data Access – Accessing Your Data 4. Chapter 3: Data Discovery – Understanding Our Data before Ingesting It 5. Chapter 4: Reading CSV and JSON Files and Solving Problems 6. Chapter 5: Ingesting Data from Structured and Unstructured Databases 7. Chapter 6: Using PySpark with Defined and Non-Defined Schemas 8. Chapter 7: Ingesting Analytical Data 9. Part 2: Structuring the Ingestion Pipeline
10. Chapter 8: Designing Monitored Data Workflows 11. Chapter 9: Putting Everything Together with Airflow 12. Chapter 10: Logging and Monitoring Your Data Ingest in Airflow 13. Chapter 11: Automating Your Data Ingestion Pipelines 14. Chapter 12: Using Data Observability for Debugging, Error Handling, and Preventing Downtime 15. Index 16. Other Books You May Enjoy

Accessing SSH File Transfer Protocol (SFTP) files

The File Transfer Protocol (FTP) was introduced in the 1970s at Massachusetts Institute of Technology (MIT) and is based on the Transmission Control Protocol/Internet Protocol (TCP/IP) application layer. Since the 1980s, it has been widely used to transfer files between computers.

Over the years, and with the increase in computer and internet usage, it became necessary to introduce a more secure way to use this solution. An SSH layer was implemented to improve the security of FTP transactions, creating the SSH File Transfer Protocol (SFTP) protocol.

Nowadays, it is common to ingest data from SFTP servers, and in this recipe, we will work to retrieve data from a public SFTP server.

Getting ready

In this recipe, we will create code with Python, using the pysftp library, to connect and retrieve sample data from a public SFTP server.

If you own an SFTP server, feel free to test the Python code here to exercise a little...

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