Presto for Data Ops

Presto for Data Ops

This course is designed to help you understand how Presto integrates with Qubole to provide your team with fast, inexpensive and scalable data processing.

ABOUT THIS COURSE

LEARNING FORMAT:

Self-paced

DESCRIPTION:

This course introduces you to key best practices related to Presto Data Preparation and Memory Management. By leveraging the features provided by Presto, you’ll help your enterprise lower costs and increase the productivity of your data teams.

Estimated time to complete this course: 30 mins.

Recommended Prerequisites:

Presto Data Preparation

In this lesson you'll learn what to consider when optimizing Presto in Qubole. Included topics are:

  • Columnar File Formats
  • Order By Clause
  • Data Compression
  • File Reading
  • Configuring and Analyzing Split Slots
  • Rubix Caching & Columnar Files
Presto Memory Management

Optimization features in Qubole help your Presto Memory Management. In this lesson you'll learn about:

  • Memory Pools & Allocation Scenarios
  • Execution Stages
  • Presto Job Failure
  • Setting Query & Node Memory
  • Adjusting General Memory
  • Setting maxHeap
  • Presto Processing Queues
  • AutoScaling in Presto

Curriculum

  • Course Introduction
  • Course Terminology
  • Presto Data Preparation and Ingestion
  • Presto Memory Management
  • Presto and Qubole AutoScaling
  • Course Conclusion

ABOUT THIS COURSE

LEARNING FORMAT:

Self-paced

DESCRIPTION:

This course introduces you to key best practices related to Presto Data Preparation and Memory Management. By leveraging the features provided by Presto, you’ll help your enterprise lower costs and increase the productivity of your data teams.

Estimated time to complete this course: 30 mins.

Recommended Prerequisites:

Presto Data Preparation

In this lesson you'll learn what to consider when optimizing Presto in Qubole. Included topics are:

  • Columnar File Formats
  • Order By Clause
  • Data Compression
  • File Reading
  • Configuring and Analyzing Split Slots
  • Rubix Caching & Columnar Files
Presto Memory Management

Optimization features in Qubole help your Presto Memory Management. In this lesson you'll learn about:

  • Memory Pools & Allocation Scenarios
  • Execution Stages
  • Presto Job Failure
  • Setting Query & Node Memory
  • Adjusting General Memory
  • Setting maxHeap
  • Presto Processing Queues
  • AutoScaling in Presto

Curriculum

  • Course Introduction
  • Course Terminology
  • Presto Data Preparation and Ingestion
  • Presto Memory Management
  • Presto and Qubole AutoScaling
  • Course Conclusion