Data ingestion with Python cookbook : a practical guide helping you ingest, monitor, and identify errors in the data ingestion process /: a practical guide helping you ingest, monitor, and identify errors in the data ingestion process. (2023)

• Record Type: Book
• Further Information: Note: Glaucia Esppenchutz.
• Authors: Esppenchutz, Glaucia
• Contents: Table of ContentsPIIntroduction to Data IngestionPrincipals of Data Access – Accessing your DataData Discovery – Understanding Our Data Before Ingesting ItReading CSV and JSON Files and Solving ProblemsIngesting Data from Structured and Unstructured DatabasesUsing PySpark with Defined and Non-Defined SchemasIngesting Analytical DataDesigning Monitored Data WorkflowsPutting Everything Together with AirflowLogging and Monitoring Your Data Ingest in AirflowAutomating Your Data Ingestion PipelinesUsing Data Observability for Debugging, Error Handling, and Preventing Downtime.
• Publisher Details: Birmingham : Packt Publishing
• Publication Date: 2023
• Extent: 1 online resource (368 pages)
• Subjects: 005.74; Data mining; Big data; Electronic data processing; Python (Computer program language)
• Languages: English
• ISBNs: 9781837633098
• Related ISBNs: 9781837632602
• Notes: Note: Description based on CIP data; resource not viewed.
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.