Data Ingestion with Python Cookbook: A practical guide to ingesting, monitoring, and identifying errors in the data ingestion process 1st Edition Esppenchutz

Data Ingestion with Python Cookbook: A practical guide to ingesting, monitoring, and identifying errors in the data ingestion process 1st Edition Esppenchutz – Ebook Instant Download/Delivery ISBN(s):9781837633098, 1837633096

Product details:

• ISBN 10: 1837633096
• ISBN 13: 9781837633098
• Author: Gláucia Esppenchutz

This book is for data engineers and data enthusiasts seeking a comprehensive understanding of the data ingestion process using popular tools in the open source community. For more advanced learners, this book takes on the theoretical pillars of data governance while providing practical examples of real-world scenarios commonly encountered by data engineers.

Table of contents:

Chapter 1 Introduction to System Architecture

Chapter 2: Principals of Data Access – Accessing Your Data

Chapter 3: Data Discovery – Understanding Our Data before Ingesting

Chapter 4: Reading CSV and JSON Files and Solving Problems

Chapter 5: Ingesting Data from Structured and Unstructured Database

Chapter 6: Using PySpark with Defined and Non-Defined Schemas

Chapter 7: Ingesting Analytical Data

Chapter 8: Designing Monitored Data Workflows

Chapter 9: Putting Everything Together with Airflow

Chapter 10 Upstream and Downstream Influences on System Architecture

Chapter 11: Automating Your Data Ingestion Pipelines

Chapter 12: Using Data Observability for Debugging, Error Handlin

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