repo2docker/repo2docker/buildpacks/r.py

307 wiersze
11 KiB
Python
Czysty Zwykły widok Historia

import re
import os
import datetime
from .python import PythonBuildPack
class RBuildPack(PythonBuildPack):
"""
Setup R for use with a repository
This sets up R + RStudio + IRKernel for a repository that contains:
1. A `runtime.txt` file with the text:
r-<year>-<month>-<date>
Where 'year', 'month' and 'date' refer to a specific
date snapshot of https://mran.microsoft.com/timemachine
from which libraries are to be installed.
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2. A `DESCRIPTION` file signaling an R package
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3. A Stencila document (*.jats.xml) with R code chunks (i.e. language="r")
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If there is no `runtime.txt`, then the MRAN snapshot is set to latest
date that is guaranteed to exist across timezones.
R packages are installed if specified either
- in a file `install.R`, that will be executed at build time,
and can be used for installing packages from both MRAN and GitHub
- as dependencies in a `DESCRIPTION` file
- are needed by a specific tool, for example the package `stencila` is
installed and configured if a Stencila document is given.
The `r-base` package from Ubuntu apt repositories is used to install
R itself, rather than any of the methods from https://cran.r-project.org/.
"""
@property
def runtime(self):
"""
Return contents of runtime.txt if it exists, '' otherwise
"""
if not hasattr(self, '_runtime'):
runtime_path = self.binder_path('runtime.txt')
try:
with open(runtime_path) as f:
self._runtime = f.read().strip()
except FileNotFoundError:
self._runtime = ''
return self._runtime
@property
def checkpoint_date(self):
"""
Return the date of MRAN checkpoint to use for this repo
Returns '' if no date is specified
"""
if not hasattr(self, '_checkpoint_date'):
match = re.match(r'r-(\d\d\d\d)-(\d\d)-(\d\d)', self.runtime)
if not match:
self._checkpoint_date = False
else:
self._checkpoint_date = datetime.date(*[int(s) for s in match.groups()])
return self._checkpoint_date
def detect(self):
"""
Check if current repo should be built with the R Build pack
super().detect() is not called in this function - it would return false
unless a `requirements.txt` is present and we do not want to require the
presence of a `requirements.txt` to use R.
"""
# If no date is found, then self.checkpoint_date will be False
# Otherwise, it'll be a date object, which will evaluate to True
if self.checkpoint_date:
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return True
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description_R = 'DESCRIPTION'
if (not os.path.exists('binder') and os.path.exists(description_R)) or 'r' in self.stencila_contexts:
if not self.checkpoint_date:
# no R snapshot date set through runtime.txt
# set the R runtime to the latest date that is guaranteed to be on MRAN across timezones
self._checkpoint_date = datetime.date.today() - datetime.timedelta(days=2)
self._runtime = "r-{}".format(str(self._checkpoint_date))
return True
def get_path(self):
"""
Return paths to be added to the PATH environment variable.
The RStudio package installs its binaries in a non-standard path,
so we explicitly add that path to PATH.
"""
return super().get_path() + [
'/usr/lib/rstudio-server/bin/'
]
def get_build_env(self):
"""
Return environment variables to be set.
We want libraries to be installed in a path that users can write to
without needing root. This is set via the `R_LIBS_USER` environment
variable, so we set that here.
"""
return super().get_build_env() + [
# This is the path where user libraries are installed
('R_LIBS_USER', '${APP_BASE}/rlibs')
]
def get_packages(self):
"""
Return list of packages to be installed.
We install a base version of R, and packages required for RStudio to
be installed.
"""
return super().get_packages().union([
'r-base',
# For rstudio
'psmisc',
'libapparmor1',
'sudo',
'lsb-release'
])
def get_build_scripts(self):
"""
Return series of build-steps common to all R repositories
All scripts here should be independent of contents of the repository.
This sets up:
- A directory owned by non-root in ${R_LIBS_USER} for installing R packages into
- RStudio
- R's devtools package, at a particular frozen version (determined by MRAN)
- IRKernel
- nbrsessionproxy (to access RStudio via Jupyter Notebook)
- stencila R package (if Stencila document with R code chunks detected)
"""
rstudio_url = 'https://download2.rstudio.org/rstudio-server-1.1.419-amd64.deb'
# This is MD5, because that is what RStudio download page provides!
rstudio_checksum = '24cd11f0405d8372b4168fc9956e0386'
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# Via https://www.rstudio.com/products/shiny/download-server/
shiny_url = 'https://download3.rstudio.org/ubuntu-14.04/x86_64/shiny-server-1.5.7.907-amd64.deb'
shiny_checksum = '78371a8361ba0e7fec44edd2b8e425ac'
# Version of MRAN to pull devtools from.
devtools_version = '2018-02-01'
# IRKernel version - specified as a tag in the IRKernel repository
irkernel_version = '0.8.11'
scripts = [
(
"root",
r"""
mkdir -p ${R_LIBS_USER} && \
chown -R ${NB_USER}:${NB_USER} ${R_LIBS_USER}
"""
),
(
"root",
# Install RStudio!
r"""
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curl --silent --location --fail {rstudio_url} > /tmp/rstudio.deb && \
echo '{rstudio_checksum} /tmp/rstudio.deb' | md5sum -c - && \
dpkg -i /tmp/rstudio.deb && \
rm /tmp/rstudio.deb
""".format(
rstudio_url=rstudio_url,
rstudio_checksum=rstudio_checksum
)
),
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(
"root",
# Install Shiny Server!
r"""
curl --silent --location --fail {url} > {deb} && \
echo '{checksum} {deb}' | md5sum -c - && \
dpkg -i {deb} && \
rm {deb}
""".format(
url=shiny_url,
checksum=shiny_checksum,
deb='/tmp/shiny.deb'
)
),
(
"root",
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# Set paths so that RStudio shares libraries with base R
# install. This first comments out any R_LIBS_USER that
# might be set in /etc/R/Renviron and then sets it.
r"""
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sed -i -e '/^R_LIBS_USER=/s/^/#/' /etc/R/Renviron && \
echo "R_LIBS_USER=${R_LIBS_USER}" >> /etc/R/Renviron
"""
),
(
"${NB_USER}",
# Install nbrsessionproxy
r"""
pip install --no-cache-dir nbrsessionproxy==0.7.0 && \
jupyter serverextension enable nbrsessionproxy --sys-prefix && \
jupyter nbextension install --py nbrsessionproxy --sys-prefix && \
jupyter nbextension enable --py nbrsessionproxy --sys-prefix
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"""
),
(
"${NB_USER}",
# Install a pinned version of IRKernel and set it up for use!
r"""
R --quiet -e "install.packages('devtools', repos='https://mran.microsoft.com/snapshot/{devtools_version}', method='libcurl')" && \
R --quiet -e "devtools::install_github('IRkernel/IRkernel', ref='{irkernel_version}')" && \
R --quiet -e "IRkernel::installspec(prefix='$NB_PYTHON_PREFIX')"
""".format(
devtools_version=devtools_version,
irkernel_version=irkernel_version
)
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),
(
"${NB_USER}",
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# Install shiny library
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r"""
R --quiet -e "install.packages('shiny', repos='https://mran.microsoft.com/snapshot/{}', method='libcurl')"
""".format(
self.checkpoint_date.isoformat()
)
),
]
if "r" in self.stencila_contexts:
scripts += [
(
"${NB_USER}",
# Install and register stencila library
r"""
R --quiet -e "source('https://bioconductor.org/biocLite.R'); biocLite('graph')" && \
R --quiet -e "devtools::install_github('stencila/r', ref = '361bbf560f3f0561a8612349bca66cd8978f4f24')" && \
R --quiet -e "stencila::register()"
"""
),
]
return super().get_build_scripts() + scripts
def get_assemble_scripts(self):
"""
Return series of build-steps specific to this repository
We set the snapshot date used to install R libraries from based on the
contents of runtime.txt, and run the `install.R` script if it exists.
"""
mran_url = 'https://mran.microsoft.com/snapshot/{}'.format(
self.checkpoint_date.isoformat()
)
assemble_scripts = super().get_assemble_scripts() + [
(
"root",
# We set the default CRAN repo to the MRAN one at given date
# We set download method to be curl so we get HTTPS support
r"""
echo "options(repos = c(CRAN='{mran_url}'), download.file.method = 'libcurl')" > /etc/R/Rprofile.site
""".format(mran_url=mran_url)
),
(
# Not all of these locations are configurable; log_dir is
"root",
r"""
install -o ${NB_USER} -g ${NB_USER} -d /var/log/shiny-server && \
install -o ${NB_USER} -g ${NB_USER} -d /var/lib/shiny-server && \
install -o ${NB_USER} -g ${NB_USER} /dev/null /var/log/shiny-server.log && \
install -o ${NB_USER} -g ${NB_USER} /dev/null /var/run/shiny-server.pid
"""
),
]
installR_path = self.binder_path('install.R')
if os.path.exists(installR_path):
assemble_scripts += [
(
"${NB_USER}",
"Rscript %s" % installR_path
)
]
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description_R = 'DESCRIPTION'
if not os.path.exists('binder') and os.path.exists(description_R):
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assemble_scripts += [
(
"${NB_USER}",
'R --quiet -e "devtools::install_local(getwd())"'
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)
]
return assemble_scripts