Why Dask? Python’s role in Data Science Dask has a Familiar API Dask Scales out to Clusters Dask Scales Down to Single Computers Dask Integrates Natively with Python Code Dask...

Install Dask Conda Pip Install from Source Anaconda Optional dependencies Test Install Dask You can install dask with conda , with pip , or by installing from source. ...

Dask DataFrames When to use dask.dataframe Create data Setup Real Data What just happened? Computations with dask.dataframe Exercises 1.) How many rows are in our dataset? 2...

Presentations On Dask Presentations On Dask PyCon Korea 2019, August 2019 Adapting from Spark to Dask: what to expect (18 minutes) SciPy 2019, July 2019 Refactoring the Sci...

Dask Cheat Sheet Dask Cheat Sheet The 300KB pdf Dask cheat sheet is a single page summary about using Dask.It is commonly distributed at conferences and trade shows.

Parallel computing with Dask What is a Dask array? Reading and writing data Using Dask with xarray Automatic parallelization Chunking and performance Optimization Tips Pa...

使用Dask扩展 使用Dask扩展 译者：@ImPerat0R_ 、@ThinkingChen DaskExecutor 允许您在Dask分布式集群中运行Airflow任务。 Dask集群可以在单个机器上运行，也可以在远程网络上运行。有关完整详细信息，请参阅分布式文档 。 要创建集群，首先启动一个Scheduler： # 一个本地集...

Install Dask.Distributed Conda Pip Source Notes Install Dask.Distributed You can install dask.distributed with conda , with pip , or by installingfrom source. Conda To i...

Parallelize code with dask.delayed Basics Parallelize with the dask.delayed decorator What just happened? Some questions to consider: Exercise: Parallelize a for loop Exercise...

Institutional FAQ For Management Briefly, what problem does Dask solve for us? Is Dask mature? Why should we trust it? Who else uses Dask? How does Dask compare with Apache Spar...