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Fugue Tutorials
Welcome to the Fugue Tutorials!
Quick Look
Fugue API in 10 minutes
FugueSQL in 10 Minutes
Tutorials
Getting Started
transform() Function
Type Hinting
Schema
Partitioning
Execution Engine
Saving and Loading
Engine Context
Joins
Transformations
Distributed Computing
FugueSQL
Deep Dive
Fugue Configurations
Execution Engine
Extension Input Data Validation
Data Type, Schema & DataFrames
Partitioning
Callbacks From Transformers To Driver
X-like Objects
FugueSQL
Syntax
Operators
Using Python
Extensions
Built-in Extensions
Extensions
Creator
Processor
Outputter
Transformer
CoTransformer
Output Transformer (Advanced)
Output CoTransformer (Advanced)
Interfaceless
Integrations
Backends
Fugue with Ibis
Fugue with Polars
Fugue with Dask-sql
Fugue with DuckDB
Cloud Providers
Databricks
Coiled
Anyscale
Warehouses
Fugue with BigQuery
Fugue with Trino
Ecosystem
Pandera
Whylogs
Nixtla
PyCaret
DataComPy
Prefect
Applications
Use Cases
Testing PySpark Applications
Distributed Machine Learning Model Sweeping
Using Fugue on Databricks
Natural Language Processing
Examples
Stock Sentiment Analysis (Preprocessing)
COVID19 Data Exploration with FugueSQL
Recipes
Pivot
Debugging
SystemError - unknown opcode
Fugue Libraries
Fugue Tune
Search Space
Non-Iterative Problems
Iterative Problems
Resources
Appendix
Fugue and PyArrow Types
Best Practices
File Formats
Why Fugue Does NOT Want To Be Another Pandas-Like Framework
Benchmark of Fugue on Spark
Content
Major Changes
repository
open issue
Index