Benchmark the tabular-data packages in Julia, Python and R.
- Aims
- Help the users to select proper package for data processing;
- Help the package developers to evaluate the performance of the packages.
- In memeory processing
DataFrames.jl | Pandas | data.frame | |
---|---|---|---|
Julia | X | ||
Python | X | ||
R | X |
- Distributing processing
JuliaDB.jl | Dask | ||
---|---|---|---|
Julia | X | ||
Python | X | ||
R |
- Benchmarks
- Read and write
- Query
- Modification
- Statistics