StaticFrame

Immutable data structures for one- and two-dimensional calculations with self-aligning, labelled axes.

• Code: https://github.com/InvestmentSystems/static-frame

• Packages: https://pypi.org/project/static-frame

Quick Start

• 1. static-frame
  • 1.1. Installation
  • 1.2. Dependencies
  • 1.3. Quick-Start Guide
• 2. License

Introduction

• 1. About StaticFrame
• 2. Immutability
• 3. History
• 4. Presentations
• 5. Contributors
• 6. Performance
  • 6.1. StaticFrame v. Pandas
    • 6.1.1. StaticFrame 0.3.4 v. Pandas 0.23.4
  • 6.2. Performance Comparison Test Code
• 7. What is New in Static Frame
  • 7.1. 0.4.3
  • 7.2. 0.4.2
  • 7.3. 0.4.1
  • 7.4. 0.4.0
  • 7.5. 0.3.9
  • 7.6. 0.3.8
  • 7.7. 0.3.7
  • 7.8. 0.3.6
  • 7.9. 0.3.5
  • 7.10. 0.3.4
  • 7.11. 0.3.3
  • 7.12. 0.3.2
  • 7.13. 0.3.1
  • 7.14. 0.3.0

Articles

• 1. Boring Indices & Where to Find Them: The Auto-Incremented Integer Index in StaticFrame
  • 1.1. Reindexing & Relabeling
  • 1.2. Setting an Auto-Incremented Integer Index
  • 1.3. The IndexAutoFactory Type
  • 1.4. Resetting an Index when Relabeling
  • 1.5. Resetting an Index when Concatenating
  • 1.6. Consistent Interfaces for More Maintainable Code

API Overview

• 1. Structures
  • 1.1. Primary Containers
  • 1.2. Index Mappings
  • 1.3. Utility Objects
• 2. Container Import & Creation
  • 2.1. Series
  • 2.2. Frame
  • 2.3. Index
• 3. Size, Shape & Type
  • 3.1. Series
    • 3.1.1. Examples
  • 3.2. Frame
    • 3.2.1. Examples
• 4. Selection
  • 4.1. Series
  • 4.2. Frame
• 5. Selection Modifiers
• 6. Dictionary-Like Interface
  • 6.1. Series
    • 6.1.1. Examples
  • 6.2. Frame
    • 6.2.1. Examples
• 7. Assignment / Dropping / Masking
  • 7.1. Assignment
    • 7.1.1. Series
    • 7.1.2. Frame
  • 7.2. Dropping Data
    • 7.2.1. Series
    • 7.2.2. Frame
  • 7.3. Masking Data
    • 7.3.1. Series
    • 7.3.2. Frame
  • 7.4. Creating a Masked Array
    • 7.4.1. Series
    • 7.4.2. Frame
• 8. Index Manipulation
  • 8.1. Series
  • 8.2. Frame
  • 8.3. Index
• 9. Iterators
  • 9.1. Element Iterators
    • 9.1.1. Series
    • 9.1.2. Frame
  • 9.2. Axis Iterators
  • 9.3. Group Iterators
    • 9.3.1. Series
    • 9.3.2. Frame
• 10. Function Application to Iterators
• 11. Missing Value Handling
  • 11.1. Series
  • 11.2. Frame
• 12. Sorting
  • 12.1. Index
  • 12.2. Series
  • 12.3. Frame
• 13. Transformations & Utilities
  • 13.1. Index
  • 13.2. Series
  • 13.3. Frame
• 14. Mathematical / Logical / Statistical Utilities
  • 14.1. Index
  • 14.2. Series
  • 14.3. Frame
    • 14.3.1. Examples
• 15. Operators
  • 15.1. Index
    • 15.1.1. Unary Operators
    • 15.1.2. Binary Operators
  • 15.2. Series
    • 15.2.1. Unary Operators
    • 15.2.2. Binary Operators
    • 15.2.3. Examples
  • 15.3. Frame
    • 15.3.1. Unary Operators
    • 15.3.2. Binary Operators
    • 15.3.3. Examples
• 16. Container Export
  • 16.1. Index
  • 16.2. Index Hierarchy
  • 16.3. Series
  • 16.4. Frame

Index