Bodo

Version 2020.10

• 1. Overview
• 2. Installation
  • 2.1. License key
• 3. Bodo Cloud Platform
  • 3.1. Registration
  • 3.2. Setting AWS Credentials
  • 3.3. Creating Clusters
  • 3.4. Attaching a Notebook to a Cluster
• 4. Getting Started
  • 4.1. Parallel Pandas with Bodo
  • 4.2. Memory Optimizations in Bodo
  • 4.3. Unsupported Pandas/Python Features
• 5. User Guide
  • 5.1. Bodo Basics
  • 5.2. Data Distribution
  • 5.3. Parallel I/O
  • 5.4. Bodo Caching
  • 5.5. Advanced Features
  • 5.6. Troubleshooting
  • 5.7. Nullable Integers in Pandas
  • 5.8. Regular Expressions using re
• 6. File I/O
  • 6.1. Supported formats
  • 6.2. Input array types
  • 6.3. File Systems
• 7. Supported Pandas Operations
  • 7.1. Data Types
  • 7.2. Input/Output
  • 7.3. General functions
  • 7.4. Series
  • 7.5. DataFrame
  • 7.6. Index objects
  • 7.7. Timestamp
  • 7.8. Window
  • 7.9. GroupBy
  • 7.10. Integer NA issue in Pandas
• 8. Supported Numpy Operations
  • 8.1. Numpy dot() Parallelization
• 9. Supported Scikit-learn
  • 9.1. Linear Classifiers
  • 9.2. Linear Regressors
  • 9.3. Clustering
  • 9.4. Ensemble Methods
  • 9.5. Classification metrics
• 10. Unsupported Python Programs
  • 10.1. Type Stability
  • 10.2. Unsupported Python Constructs
• 11. Advanced Parallelism Topics
  • 11.1. Getting/Setting Distributed Data Directly
  • 11.2. Concatenation Reduction
• 12. Performance Measurement
  • 12.1. Disabling JIT Compilation
• 13. Compilation Tips and Troubleshooting
  • 13.1. Compilation Tips
  • 13.2. Compilation Error
• 14. AWS Setup
• 15. Migration from Spark
  • 15.1. pyspark.sql.DataFrame
  • 15.2. pyspark.sql.functions
• 16. Jupyter Notebook Setup
• 17. Real-time Video Encoding on FPGAs
• 18. Release Notes
• 19. End User License Agreement
• 20. Previous Release Documentation

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