Data Ingestion with Python Cookbook

Data Ingestion with Python Cookbook

eBook Details:

  • Paperback: 414 pages
  • Publisher: WOW! eBook (May 31, 2023)
  • Language: English
  • ISBN-10: 183763260X
  • ISBN-13: 978-1837632602

eBook Description:

Data Ingestion with Python Cookbook: Deploy your data ingestion pipeline, orchestrate, and monitor efficiently to prevent loss of data and quality

Data Ingestion with Python Cookbook offers a practical approach to designing and implementing data ingestion pipelines. It presents real-world examples with the most widely recognized open source tools on the market to answer commonly asked questions and overcome challenges.

You’ll be introduced to designing and working with or without data schemas, as well as creating monitored pipelines with Airflow and data observability principles, all while following industry best practices. The book also addresses challenges associated with reading different data sources and data formats. As you progress through the book, you’ll gain a broader understanding of error logging best practices, troubleshooting techniques, data orchestration, monitoring, and storing logs for further consultation.

  • Implement data observability using monitoring tools
  • Automate your data ingestion pipeline
  • Read analytical and partitioned data, whether schema or non-schema based
  • Debug and prevent data loss through efficient data monitoring and logging
  • Establish data access policies using a data governance framework
  • Construct a data orchestration framework to improve data quality

By the end of the Data Ingestion with Python Cookbook book, you’ll have a fully automated set that enables you to start ingesting and monitoring your data pipeline effortlessly, facilitating seamless integration with subsequent stages of the ETL process.

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