Book Image

Connecting the Data: Data Integration Techniques for Building an Operational Data Store (ODS)

By : Angelo Bobak
Book Image

Connecting the Data: Data Integration Techniques for Building an Operational Data Store (ODS)

By: Angelo Bobak

Overview of this book

When organizations change or enhance their internal structures, business data integration is a complex problem that they must resolve. This book describes the common hurdles you might face while working with data integration and shows you various ways to overcome these challenges. The book begins by explaining the foundational concepts of ODS. Once familiar with schema integration, you?ll learn how to reverse engineer each data source for creating a set of data dictionary reports. These reports will provide you with the metadata necessary to apply the schema integration process. As you progress through the chapters, you will learn how to write scripts for populating the source databases and spreadsheets, as well as how to use reports to create Extract, Transform, and Load (ETL) specifications. By the end of the book, you will have the knowledge necessary to design and build a small ODS.
Table of Contents (17 chapters)
Free Chapter
1
Section 1: Site Reliability Engineering – A Prescriptive Way to Implement DevOps
6
Section 2: Google Cloud Services to Implement DevOps via CI/CD
Appendix: Getting Ready for Professional Cloud DevOps Engineer Certification

Kubernetes deployment strategies

If a change is required to horizontally scale an application by increasing the number of replicas or if a change is required to the application by updating the container image, then a change is required to the deployment specification in Kubernetes. This will lead to automatic updates, either resulting in deploying additional Pods to scale horizontally or deploying a new Pod with the updated image and replace the current running Pod.

Changes to deployment can either happen by applying an updated deployment spec or by editing an existing deployment or specifically updating the image on the deployment. All of these can be done through the kubectl commands. However, the strategy used to perform the deployment makes an immense difference in terms of how end users of the application are impacted. There are four specific deployment strategies. Each of these strategies offers a different use case. These are mentioned as follows and will be illustrated in...