second commit

.github/workflows/CI.yml

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+name: CI
+on: 
+  push:
+    tags:
+      - "v*"
+    branches:
+      - "main"
+jobs:
+  test:
+    name: Julia ${{ matrix.version }} - ${{ matrix.os }} - ${{ matrix.arch }} - ${{ github.event_name }}
+    runs-on: ${{ matrix.os }}
+    strategy:
+      fail-fast: false
+      matrix:
+        version:
+          - '1.6'
+        os:
+          - ubuntu-latest
+          - macOS-latest
+          - windows-latest
+        arch:
+          - x64
+    steps:
+      - uses: actions/checkout@v2
+      - uses: actions/setup-python@v2
+        with:
+          python-version: '3.7'
+      - name: Install dependencies for Python
+        run: |
+          pip install jupyter jupytext 
+          pip install nbconvert ipykernel
+      - uses: julia-actions/setup-julia@v1
+        with:
+          version: ${{ matrix.version }}
+          arch: ${{ matrix.arch }}
+      - uses: actions/cache@v1
+        env:
+          cache-name: cache-artifacts
+        with:
+          path: ~/.julia/artifacts
+          key: ${{ runner.os }}-test-${{ env.cache-name }}-${{ hashFiles('**/Project.toml') }}
+          restore-keys: |
+            ${{ runner.os }}-test-${{ env.cache-name }}-
+            ${{ runner.os }}-test-
+            ${{ runner.os }}-
+      - uses: actions/cache@v1
+        env:
+          cache-name: cache-artifacts
+        with:
+          path: traced_runtests.jl
+          key: ${{ runner.os }}-test-${{ env.cache-name }}-${{ hashFiles('tracecompile.jl') }}
+          restore-keys: |
+            ${{ runner.os }}-test-${{ env.cache-name }}-
+            ${{ runner.os }}-test-
+            ${{ runner.os }}-
+      - uses: actions/cache@v1
+        env:
+          cache-name: cache-artifacts
+        with:
+          path: traced_nb.jl
+          key: ${{ runner.os }}-test-${{ env.cache-name }}-${{ hashFiles('nb.jl') }}
+          restore-keys: |
+            ${{ runner.os }}-test-${{ env.cache-name }}-
+            ${{ runner.os }}-test-
+            ${{ runner.os }}-
+      - name: Install Packages in default env
+        run: |
+          julia setup.jl
+      - name: Running make command
+        run: make
+      - name: Running make test command
+        run: make test
+      # Create Release
+      - name: Upload artifacts
+        uses: ncipollo/release-action@v1
+        if: contains(github.ref, 'refs/tags')
+        with:
+          allowUpdates: true
+          omitBodyDuringUpdate: true
+          artifacts: "sys*"
+          token: ${{ secrets.GITHUB_TOKEN }}
+      - name: Push to tag named latest
+        uses: ncipollo/release-action@v1
+        if: github.ref == 'refs/heads/main'
+        with:
+          allowUpdates: true
+          omitBodyDuringUpdate: true
+          tag: latest
+          artifacts: "sys*"
+          token: ${{ secrets.GITHUB_TOKEN }}

.gitignore

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+# Files generated by invoking Julia with --code-coverage
+*.jl.cov
+*.jl.*.cov
+
+# Files generated by invoking Julia with --track-allocation
+*.jl.mem
+
+# System-specific files and directories generated by the BinaryProvider and BinDeps packages
+# They contain absolute paths specific to the host computer, and so should not be committed
+deps/deps.jl
+deps/build.log
+deps/downloads/
+deps/usr/
+deps/src/
+
+# Build artifacts for creating documentation generated by the Documenter package
+docs/build/
+docs/site/
+
+# File generated by Pkg, the package manager, based on a corresponding Project.toml
+# It records a fixed state of all packages used by the project. As such, it should not be
+# committed for packages, but should be committed for applications that require a static
+# environment.
+Manifest.toml
+
+# ignore files list precompile(...)
+traced_*.jl
+*.ipynb
+*.gif
+*.hdf5
+sys.*

LICENSE

@@ -0,0 +1,21 @@
+MIT License
+
+Copyright (c) 2021 Satoshi Terasaki
+
+Permission is hereby granted, free of charge, to any person obtaining a copy
+of this software and associated documentation files (the "Software"), to deal
+in the Software without restriction, including without limitation the rights
+to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+copies of the Software, and to permit persons to whom the Software is
+furnished to do so, subject to the following conditions:
+
+The above copyright notice and this permission notice shall be included in all
+copies or substantial portions of the Software.
+
+THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+SOFTWARE.

Makefile

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+.PHONY: all instantiate trace build test clean
+
+all: instantiate build
+
+instantiate: Project.toml
+	rm -f Manifest.toml
+	julia --project=@. -e 'using Pkg; Pkg.instantiate()'
+
+traced_runtests.jl traced_nb.jl: tracecompile.jl nb.jl
+	julia --project=@. --trace-compile=traced_runtests.jl tracecompile.jl
+	julia --project=@. installkernel.jl
+	jupytext --to ipynb --execute nb.jl
+
+build: traced_runtests.jl traced_nb.jl
+	julia --project=@. build.jl
+
+test:
+	julia --project=@. benchmark.jl
+
+clean:
+	rm -f tmp*
+	rm -f sys*
+	rm -f traced_nb.jl traced_runtests.jl
+	rm -f *.ipynb
+	rm -f Manifest.toml
+	rm -rf .ipynb_checkpoints

Project.toml

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+authors = ["Satoshi Terasaki <terasakisatoshi.math@gmail.com>"]
+version = "0.1.0"
+
+[deps]
+DataFrames = "a93c6f00-e57d-5684-b7b6-d8193f3e46c0"
+Distributions = "31c24e10-a181-5473-b8eb-7969acd0382f"
+FileIO = "5789e2e9-d7fb-5bc7-8068-2c6fae9b9549"
+GeometryBasics = "5c1252a2-5f33-56bf-86c9-59e7332b4326"
+GeometryTypes = "4d00f742-c7ba-57c2-abde-4428a4b178cb"
+Gtk = "4c0ca9eb-093a-5379-98c5-f87ac0bbbf44"
+HDF5 = "f67ccb44-e63f-5c2f-98bd-6dc0ccc4ba2f"
+IJulia = "7073ff75-c697-5162-941a-fcdaad2a7d2a"
+ImageMagick = "6218d12a-5da1-5696-b52f-db25d2ecc6d1"
+Images = "916415d5-f1e6-5110-898d-aaa5f9f070e0"
+NaNMath = "77ba4419-2d1f-58cd-9bb1-8ffee604a2e3"
+OffsetArrays = "6fe1bfb0-de20-5000-8ca7-80f57d26f881"
+OhMyREPL = "5fb14364-9ced-5910-84b2-373655c76a03"
+PGFPlotsX = "8314cec4-20b6-5062-9cdb-752b83310925"
+PlotlyJS = "f0f68f2c-4968-5e81-91da-67840de0976a"
+Plots = "91a5bcdd-55d7-5caf-9e0b-520d859cae80"
+RecipesBase = "3cdcf5f2-1ef4-517c-9805-6587b60abb01"
+StableRNGs = "860ef19b-820b-49d6-a774-d7a799459cd3"
+StaticArrays = "90137ffa-7385-5640-81b9-e52037218182"
+StatsPlots = "f3b207a7-027a-5e70-b257-86293d7955fd"
+TestImages = "5e47fb64-e119-507b-a336-dd2b206d9990"
+UnicodePlots = "b8865327-cd53-5732-bb35-84acbb429228"
+VisualRegressionTests = "34922c18-7c2a-561c-bac1-01e79b2c4c92"
+WebIO = "0f1e0344-ec1d-5b48-a673-e5cf874b6c29"

benchmark.jl

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+@time run(`jupytext --to ipynb --execute testout_naive.jl`)
+@time run(`jupytext --to ipynb --execute testout_sys.jl`)

build.jl

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+using PackageCompiler
+using Libdl: dlext
+
+create_sysimage(
+    [:StatsPlots, :Plots, :DataFrames, :OhMyREPL], 
+    precompile_statements_file=[
+        "traced_runtests.jl", 
+        "traced_nb.jl"
+    ],
+    sysimage_path="sys.$(dlext)",
+    cpu_target = PackageCompiler.default_app_cpu_target()
+)

installkernel.jl

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+using IJulia
+installkernel("Julia-trace", "--project=@.", "--trace-compile=traced_nb.jl")
+installkernel("Julia-sys", "--project=@.", "--sysimage=sys")

nb.jl

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+# -*- coding: utf-8 -*-
+# ---
+# jupyter:
+#   jupytext:
+#     formats: ipynb,jl:light
+#     text_representation:
+#       extension: .jl
+#       format_name: light
+#       format_version: '1.5'
+#       jupytext_version: 1.11.1
+#   kernelspec:
+#     display_name: Julia-trace 1.6.0
+#     language: julia
+#     name: julia-trace-1.6
+# ---
+
+# +
+using Distributions
+
+using StatsPlots
+using DataFrames
+# -
+
+1+1
+
+plot(sin)
+plot!(cos)
+
+# +
+x = []
+y = []
+
+anim = @animate for θ in -π:0.1:π
+    push!(x, cos(θ))
+    push!(y, sin(θ))
+    plot(x, y, xlim=[-1,1], ylim=[-1,1], aspect_ratio=:equal)
+end
+
+gif(anim)
+# -
+
+mat = DataFrame(rand(10,10), :auto)
+@df mat scatter(:x1, :x2)

setup.jl

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+using Pkg
+
+Pkg.add([
+    "IJulia",
+    "PackageCompiler",
+])
+
+Pkg.precompile()

testout_naive.jl

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+# ---
+# jupyter:
+#   jupytext:
+#     formats: ipynb,jl:light
+#     text_representation:
+#       extension: .jl
+#       format_name: light
+#       format_version: '1.5'
+#       jupytext_version: 1.11.1
+#   kernelspec:
+#     display_name: julia 1.6.0
+#     language: julia
+#     name: julia-1.6
+# ---
+
+using StatsPlots
+
+using Distributions
+
+plot(Laplace())

testout_sys.jl

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+# ---
+# jupyter:
+#   jupytext:
+#     formats: ipynb,jl:light
+#     text_representation:
+#       extension: .jl
+#       format_name: light
+#       format_version: '1.5'
+#       jupytext_version: 1.11.1
+#   kernelspec:
+#     display_name: Julia-sys 1.6.0
+#     language: julia
+#     name: julia-sys-1.6
+# ---
+
+using StatsPlots
+
+using Distributions
+
+plot(Laplace())
+
+

tracecompile.jl

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+using StatsPlots
+using Plots
+
+include(joinpath(pkgdir(StatsPlots), "test", "runtests.jl"))
+try include(joinpath(pkgdir(Plots), "test", "runtests.jl")) catch end