├── Dockerfile ├── LICENSE ├── README.md ├── build ├── package_installs.jl ├── test_build.jl └── userimg.jl /Dockerfile: -------------------------------------------------------------------------------- 1 | # kaggle/julia dockerfile 2 | 3 | FROM ubuntu:16.04 4 | 5 | 6 | ADD package_installs.jl /tmp/package_installs.jl 7 | 8 | RUN apt-get update && \ 9 | apt-get install git software-properties-common curl wget libcairo2 libpango1.0-0 -y && \ 10 | add-apt-repository ppa:staticfloat/julia-deps -y && \ 11 | apt-get update -y && \ 12 | apt-get install -y libpcre3-dev build-essential && \ 13 | apt-get install -y gettext hdf5-tools && \ 14 | apt-get install -y gfortran python && \ 15 | apt-get install -y m4 cmake libssl-dev && \ 16 | cd /usr/local/src && git clone https://github.com/JuliaLang/julia.git && \ 17 | cd julia && git checkout v0.6.2 && \ 18 | # Use generic instruction set; see https://github.com/JuliaLang/julia/pull/6220 19 | # and https://groups.google.com/forum/#!topic/julia-dev/Eqp0GhZWxME 20 | echo "JULIA_CPU_TARGET=core2" > Make.user && \ 21 | echo "OPENBLAS_TARGET_ARCH=NEHALEM" > Make.user && \ 22 | make -j 4 julia-deps && make -j 4 && make install && \ 23 | ln -s /usr/local/src/julia/julia /usr/local/bin/julia 24 | 25 | ENV JULIA_PKGDIR /root/.julia/v0.6 26 | 27 | RUN julia /tmp/package_installs.jl 28 | 29 | # IJulia 30 | RUN apt-get update && apt-get install -y python3-pip python3-dev && pip3 install jupyter && \ 31 | julia -e "Pkg.add(\"Nettle\")" && \ 32 | julia -e "Pkg.add(\"IJulia\")" && \ 33 | julia -e "Pkg.build(\"IJulia\")" && \ 34 | # Make sure Jupyter won't try to migrate old settings 35 | mkdir -p /root/.jupyter/kernels && \ 36 | cp -r /root/.local/share/jupyter/kernels/julia-0.6 /root/.jupyter/kernels && \ 37 | touch /root/.jupyter/jupyter_nbconvert_config.py && touch /root/.jupyter/migrated && \ 38 | julia -e "Base.compilecache(\"IJulia\")" && \ 39 | julia -e "Base.compilecache(\"ZMQ\")" && \ 40 | julia -e "Base.compilecache(\"Nettle\")" 41 | 42 | RUN julia -e "Base.compilecache(\"BinDeps\")" && \ 43 | julia -e "Base.compilecache(\"Cairo\")" && \ 44 | julia -e "Base.compilecache(\"Calculus\")" && \ 45 | julia -e "Base.compilecache(\"Clustering\")" && \ 46 | julia -e "Base.compilecache(\"Compose\")" && \ 47 | julia -e "Base.compilecache(\"DataArrays\")" && \ 48 | julia -e "Base.compilecache(\"DataFrames\")" && \ 49 | julia -e "Base.compilecache(\"DataFramesMeta\")" && \ 50 | julia -e "Base.compilecache(\"Dates\")" && \ 51 | julia -e "Base.compilecache(\"DecisionTree\")" && \ 52 | julia -e "Base.compilecache(\"Distributions\")" && \ 53 | julia -e "Base.compilecache(\"Distances\")" && \ 54 | julia -e "Base.compilecache(\"GLM\")" && \ 55 | julia -e "Base.compilecache(\"HDF5\")" && \ 56 | julia -e "Base.compilecache(\"HypothesisTests\")" && \ 57 | julia -e "Base.compilecache(\"JSON\")" && \ 58 | julia -e "Base.compilecache(\"KernelDensity\")" && \ 59 | julia -e "Base.compilecache(\"Loess\")" && \ 60 | #julia -e "Base.compilecache(\"Lora\")" && \ 61 | julia -e "Base.compilecache(\"MLBase\")" && \ 62 | julia -e "Base.compilecache(\"MultivariateStats\")" && \ 63 | julia -e "Base.compilecache(\"NMF\")" && \ 64 | julia -e "Base.compilecache(\"Optim\")" && \ 65 | julia -e "Base.compilecache(\"PDMats\")" && \ 66 | julia -e "Base.compilecache(\"RDatasets\")" && \ 67 | julia -e "Base.compilecache(\"SQLite\")" && \ 68 | julia -e "Base.compilecache(\"StatsBase\")" && \ 69 | julia -e "Base.compilecache(\"TextAnalysis\")" && \ 70 | julia -e "Base.compilecache(\"TimeSeries\")" && \ 71 | julia -e "Base.compilecache(\"ZipFile\")" && \ 72 | julia -e "Base.compilecache(\"Gadfly\")" && \ 73 | julia -e "Base.compilecache(\"MLBase\")" && \ 74 | julia -e "Base.compilecache(\"Clustering\")" && \ 75 | julia -e "using IJulia" 76 | 77 | CMD ["julia"] 78 | -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- 1 | Apache License 2 | Version 2.0, January 2004 3 | http://www.apache.org/licenses/ 4 | 5 | TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION 6 | 7 | 1. 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We also recommend that a 185 | file or class name and description of purpose be included on the 186 | same "printed page" as the copyright notice for easier 187 | identification within third-party archives. 188 | 189 | Copyright {2015} {Kaggle Inc} 190 | 191 | Licensed under the Apache License, Version 2.0 (the "License"); 192 | you may not use this file except in compliance with the License. 193 | You may obtain a copy of the License at 194 | 195 | http://www.apache.org/licenses/LICENSE-2.0 196 | 197 | Unless required by applicable law or agreed to in writing, software 198 | distributed under the License is distributed on an "AS IS" BASIS, 199 | WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. 200 | See the License for the specific language governing permissions and 201 | limitations under the License. 202 | -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | # Kaggle Notebooks DO NOT support Julia anymore. 2 | -------------------------------------------------------------------------------- /build: -------------------------------------------------------------------------------- 1 | #!/bin/bash 2 | set -e 3 | 4 | # Default behavior is to do everything from scratch. 5 | # The --use-cache option is useful if you're iterating on a broken build. 6 | if [[ "$1" == "--use-cache" ]]; then 7 | docker build --rm -t kaggle/julia-build . 8 | else 9 | docker pull ubuntu:16.04 10 | docker build --rm --no-cache -t kaggle/julia-build . 11 | fi 12 | 13 | 14 | 15 | rm -rf /tmp/julia-build 16 | mkdir -p /tmp/julia-build/tmp 17 | mkdir -p /tmp/julia-build/devshm 18 | mkdir -p /tmp/julia-build/working 19 | docker run --rm -t --read-only --net=none -e HOME=/tmp -v $PWD:/input:ro -v /tmp/julia-build/working:/working -w=/working -v /tmp/julia-build/tmp:/tmp -v /tmp/julia-build/devshm:/dev/shm kaggle/julia-build /bin/bash -c 'julia /input/test_build.jl' 20 | 21 | docker tag kaggle/julia-build:latest kaggle/julia:latest 22 | docker push kaggle/julia:latest 23 | -------------------------------------------------------------------------------- /package_installs.jl: -------------------------------------------------------------------------------- 1 | metadata_packages = [ 2 | "BinDeps", 3 | "Bootstrap", 4 | "Cairo", 5 | "Calculus", 6 | "Clustering", 7 | "CSV", 8 | "DataArrays", 9 | "DataFrames", 10 | "DataFramesMeta", 11 | "DataStreams", 12 | "Dates", 13 | "DecisionTree", 14 | "Distributions", 15 | "Distances", 16 | "Feather", 17 | "Flux", 18 | "Gadfly", 19 | "GLM", 20 | "GR", 21 | "HDF5", 22 | "HypothesisTests", 23 | "JSON", 24 | "JLD2", 25 | "KernelDensity", 26 | "Klara", 27 | "Mamba", 28 | "ManifoldLearning", 29 | "MLBase", 30 | "MultivariateStats", 31 | "NMF", 32 | "OnlineStats", 33 | "Optim", 34 | "Pandas", 35 | "Plots", 36 | "PyCall", 37 | "PyPlot", 38 | "PDMats", 39 | "RDatasets", 40 | "SQLite", 41 | "StatsBase", 42 | "TensorFlow", 43 | "TextAnalysis", 44 | "TSne", 45 | "Turing", 46 | "TimeSeries", 47 | "Query", 48 | "ZipFile"] 49 | 50 | 51 | Pkg.init() 52 | Pkg.update() 53 | 54 | for package=metadata_packages 55 | Pkg.add(package) 56 | end 57 | 58 | # need to build XGBoost version for it to work 59 | Pkg.clone("https://github.com/antinucleon/XGBoost.jl.git") 60 | Pkg.build("XGBoost") 61 | 62 | Pkg.clone("https://github.com/benhamner/MachineLearning.jl") 63 | Pkg.pin("MachineLearning") 64 | 65 | Pkg.clone("https://github.com/Allardvm/LightGBM.jl.git") 66 | ENV["LIGHTGBM_PATH"] = "../LightGBM" 67 | 68 | Pkg.resolve() 69 | -------------------------------------------------------------------------------- /test_build.jl: -------------------------------------------------------------------------------- 1 | println("Starting...") 2 | using DataFrames 3 | using Gadfly 4 | using TextAnalysis 5 | using IJulia 6 | using SQLite 7 | using XGBoost 8 | println("Ok!") 9 | -------------------------------------------------------------------------------- /userimg.jl: -------------------------------------------------------------------------------- 1 | include("/root/.julia/v0.3/Gadfly/src/Gadfly.jl") 2 | importall Gadfly 3 | --------------------------------------------------------------------------------