Delta Lake: Best Practices for Real-World Success скачать в хорошем качестве

Delta Lake: Best Practices for Real-World Success

Organizations are constantly seeking powerful solutions to unlock the highest potential of their data assets. One such solution is Delta Lake. With its unique combination of reliability, scalability, and performance, Delta Lake has revolutionized the way data lakes are managed and utilized. The true power of Delta Lake does not lie in its technology but also in the best practices that are very important to implement. To truly use the abilities of Delta Lake for your data and to push your organization toward unstoppable success, it is essential to master the best practices. In this video, we will go into the depths of Delta Lake's best practices, exploring the strategies and techniques that can boost your data management to new heights. Blog Post related to this topic: https://rajanieshkaushikk.com/2023/06... Blog: https://rajanieshkaushikk.com/ Linkedin:   / rajanieshkaushikk   00:00 Intro 01:34 Agenda 02:06 Delta Lake: Mastering the Best Practices 05:07 Best Practice 1: Choosing the Right Partition Column 06:16 Best Practice 2: Provide Data Location Hints 07:10 Best Practice 3: File Compaction 10:01 Best Practice 4: Replace the Content or Schema of a Table 13:10 Best Practice 5: Think Before Using the Spark Caching 15:08 Best Practice 6: Configure Delta Lake to control the File size 18:08 Best Practice 7: Combine with Low Shuffle Merge 19:56 Best Practice 8: Manage Data Recency using Time Travel 22:53 Best Practice 9: Reduce the search space for Matches 24:33 Best Practice 10: Use Delta Standalone Libraries 26:10 Best Practice 11: Use Schema Evolution 29:20 Best Practice 12: Analyze your data using Time Travel