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Data Ingestion with Python Cookbook

You're reading from   Data Ingestion with Python Cookbook A practical guide to ingesting, monitoring, and identifying errors in the data ingestion process

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Product type Paperback
Published in May 2023
Publisher Packt
ISBN-13 9781837632602
Length 414 pages
Edition 1st Edition
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Author (1):
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Gláucia Esppenchutz Gláucia Esppenchutz
Author Profile Icon Gláucia Esppenchutz
Gláucia Esppenchutz
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Table of Contents (17) Chapters Close

Preface 1. Part 1: Fundamentals of Data Ingestion
2. Chapter 1: Introduction to Data Ingestion FREE CHAPTER 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

Configuring a JDBC connection

Working with different systems brings the challenge of finding an efficient way to connect the systems. An adaptor, or a driver, is the solution to this communication problem, creating a bridge to translate information from one system to another.

JDBC, or Java Database Connectivity, is used to facilitate communication between Java-based systems and databases. This recipe covers configuring JDBC in SparkSession to connect to a PostgreSQL database, using best practices as always.

Getting ready

Before configuring SparkSession, we need to download the .jars file (Java Archive). You can do this at https://jdbc.postgresql.org/ on the PostgreSQL official site.

Select Download, and you will be redirected to another page:

Figure 5.1 – PostgreSQL JDBC home page

Figure 5.1 – PostgreSQL JDBC home page

Then, select the Java 8 Download button.

Keep this .jar file somewhere safe, as you will need it later. I suggest keeping it inside the folder where your...

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