dummy-link
Julia Observer

Settings


last updated: about 5 hours ago

DataBench

A package to benchmark data manipulation in Julia vs R data.table

Counts

1

stargazers

0

issues

1

forks

1

contributors

Readme

DataBench - a Julia vs R data manipulation benchmark suite

A comparison of data manipulation prowess using synthetic data and the GE Flight Quest data

Set up instructions

# Pkg.add("DataBench")
  1. Change the settings.csv's data_path to a path that you can write to
  2. Download the 7z file (https://www.kaggle.com/c/flight/download/InitialTrainingSet_rev1.7z) and
  3. Extract it into the folder data_path/InitialTrainingSet_rev1

Synthetic benchmarks

Adapted from data.tables' official benchmarks

"Real-life" benchmarks

Uses GE Flight Quest data, the largest tabular dataset on Kaggle at the time of writing

Companion post

Speed of data manipulations in Julia vs R

Similar repos

https://github.com/szilard/benchm-databases

First Commit

10/21/2017

Last Touched

6 months ago

Commits

44 commits

Requires:

DataFrames
OnlineStats
DataStructures
StatsBase
Dagger
JSON
MacroTools
PrettyTables
StatsModels
Tables
SpecialFunctions
Polynomials
StructArrays
Requires
Colors
Conda
StatsFuns
OffsetArrays
Formatting
AbstractTrees
Compat
RecipesBase
Glob
Crayons
View All Depending Pkgs

Used By:

No Packages

Julia Observer

made w/ <3
  follow us on github