Dask
A Python library for parallel and distributed computing that scales pandas, NumPy, and scikit-learn workloads from laptops to clusters.
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Competition
Competes With
100% confident
apache spark
Direct competitors
Competes With
90% confident
ray
Direct competitors
Alternative To
100% confident
pyspark
Can replace or substitute
Alternative To
80% confident
polars
Can replace or substitute
Alternative To
70% confident
duckdb
Can replace or substitute
Alternative To
80% confident
modin
Can replace or substitute
Alternative To
70% confident
vaex
Can replace or substitute
Integration
Integrates With
100% confident
pandas
Official integration support
Integrates With
100% confident
numpy
Official integration support
Integrates With
90% confident
scikit learn
Official integration support
Integrates With
100% confident
xarray
Official integration support
Integrates With
90% confident
xgboost
Official integration support
Compatible With
100% confident
jupyter
Works well together
Integrates With
90% confident
zarr
Official integration support
Compatible With
100% confident
apache parquet
Works well together
Compatible With
90% confident
kubernetes
Works well together
Compatible With
90% confident
aws s3
Works well together