Sparkless

Getting Started

Getting Started
Installation
- Requirements
- Optional Dependencies
API Reference

API Reference

API Documentation
Session Management
DataFrame API
Functions Reference
Data Types
Backend Architecture
Storage Management

Guides

Guides
Migration Guide
Configuration
Lazy Evaluation
- Materialization in Set Operations
CTE Optimization
Pytest Integration
- Running tests with the Robin backend
Benchmarking
Memory Management
Threading
Plugins

Advanced Topics

Backend Architecture
Backend Selection
SQL Operations Guide
Storage API Guide
Storage Serialization Guide
Testing Patterns
Profiling
Pandas Fallback

Additional Resources

Known Issues
Migration from PySpark
Migration from v2 to v3
Mock Spark Features
Function API Audit

Sparkless

Guides
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Guides

Comprehensive guides for using Sparkless effectively.

Migration Guides

Migration Guide
Migration from PySpark
Migration from v2 to v3

Configuration and Setup

Configuration
Troubleshooting
Pytest Integration

Performance and Optimization

Lazy Evaluation
CTE Optimization
Benchmarking
Memory Management
Threading

Advanced Topics

Plugins

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