Rmagic | Deconstructing the & quot ; black magic & quot ; in R language
kandi X-RAY | Rmagic Summary
kandi X-RAY | Rmagic Summary
Deconstructing the "black magic" in R language
Support
Quality
Security
License
Reuse
Top functions reviewed by kandi - BETA
Currently covering the most popular Java, JavaScript and Python libraries. See a Sample of Rmagic
Rmagic Key Features
Rmagic Examples and Code Snippets
Community Discussions
Trending Discussions on Rmagic
QUESTION
I want to use ggplot2
within Jupyter Notebook
. However, when I try to make an R magic cell and introduce a variable, I get an error.
Here is the code (one paragraph indicates one cell):
...ANSWER
Answered 2020-Feb-12 at 22:38The problem is most likely with one (or more) columns having more than one type - therefore it is impossible to transfer the data into an R vector (which can hold only one data type). The traceback may be overwhelming, but here is the relevant part:
QUESTION
First of all, I’m new to rpy2 / jupyter so please don’t judge me if this isn’t the correct place to ask my question.
I am trying to set up an integrated workflow for data analysis using R and Python and I encounter the following error:
I am on Ubuntu 19.04. running a conda environment using Jupyter 1.0.0, Python 3.7.4, R 3.5.1, r-irkernel 1.0.2 and rpy2 3.1.0 and I installed the R-package Seurat through R.
When I create a Jupyter notebook using the R-kernel, I can load Seurat with library(Seurat)
just fine.
I can also use R code in python using rpy2 and the rmagic such as:
...ANSWER
Answered 2019-Nov-02 at 15:29The R package Seurat
is using an other R package called reticulate
, providing a bridge to Python from R.
Unfortunately, whenever rpy2
and reticulate
are involved R ends up being initialized twice, which results inevitably in a segfault. This is still an open bug at the time of writing. The issue tracking on the rpy2
side (a link to the reticulate
side of the tracking can be found there) is here:
https://bitbucket.org/rpy2/rpy2/issues/456/reticulate-rpy2-sharing-r-process
QUESTION
I'm learning to use rpy2 in Jupyter notebook. I'm having troubles with the plotting. When I use this example from the rpy2 docs for interactive work:
...ANSWER
Answered 2017-May-18 at 11:55It seems that this is the answer to your question: https://bitbucket.org/rpy2/rpy2/issues/330/ipython-plotting-wrapper
QUESTION
I am trying to use the built-in R progress-bar (txtProgressBar
) with %%R
magic in Jupyter. While it does produce a nice animation when executed in the R console or RStudio, it does not produce the desired output in the Jupyter (notebook or lab) with an rpy2 extension instead, printing all the steps at once after finishing (which makes the progress bar useless). Two questions:
- How could I make it work?
- If it is not possible yet, how do I approach implementing this functionality on the rpy2 side (I already know how to make the interactive output/widgets on the Jupyter/IPython side)?
Here is a simple snippet of a progress bar from rfunction.com:
...ANSWER
Answered 2019-May-06 at 11:11There should be a way to achieve this, as the R magic is calling robjects.r()
(as you are in your workaround).
In short, the following is happening when you submit an %%R
jupyter cell for evaluation.
- Parameters on the
%%R
line are evaluated and eventual setup prior to the evaluation of the R code is done (e.g., use a local converter, convert input parameters, etc...) - The R code in the rest of the
%%R
cell is evaluated in the R "Global Environment" as a string of code - Exit setup is run and results are returned
The second step is a essentially a call to the R C API, which the GIL makes the only activity happening with that process. However, rpy2 is defining default callbacks that reroute R's printing to the terminal/console to Python's own print()
which is why you see the prints as the code is running in your call to robjects.r()
.
I am seeing that the R magic is caching the R output, and while there is an attribute cache_display_data
that should control this is it not used. This is bug, for the reason your are asking on Stackoverflow, and because an R code block printing a lot would use more memory than needed (and even exhaust all RAM). I do not know whether it has always be present or it was introduced during code refactoring; it is now tracked here: https://bitbucket.org/rpy2/rpy2/issues/543
Edit: The fix is now in the repository, and will be part of rpy2-3.0.3 (likely released today).
QUESTION
Just created a registration form, and I want to extend a label text to be shown into one line. With CSS inspector found that class is:
...ANSWER
Answered 2018-Aug-19 at 20:40and I just need the last one
Since you need the last-child of an element, you're better off using the :last-child
selector.
Here is what would work:
QUESTION
I know google colaboratory doesn't yet support an R kernel. What about rmagic? Can I use rpy2
?
I tried :
...ANSWER
Answered 2018-Jul-22 at 13:35OK, I answered my own question. I thought for sure this would fail, but tried anyway:
QUESTION
This is supposed to be simple given recent stage of anaconda should be quite compatible with R. I am following this tutorial,
https://www.statsmodels.org/stable/examples/notebooks/generated/mixed_lm_example.html
However, at this 3rd line,
...ANSWER
Answered 2018-Jun-29 at 17:15lme4 isn't in the conda package so you need to install.
https://conda.io/docs/commands/build/conda-skeleton-cran.html
Try installing the package through cran:
QUESTION
While I'm trying to install rmagic, it shows following error
...ANSWER
Answered 2017-Aug-14 at 08:25I had this issue a while back. You need to install imagemagick. Per the github repo for the rmagic gem
Pre-reqs:
ImageMagick Version 6.4.9 or later. You can get ImageMagick from www.imagemagick.org.
I believe you can also install it with brew
QUESTION
I am using rpy2 through the rmagic to interleave R code with python3 code in a jupyter notebook. A simple code cell as this:
...ANSWER
Answered 2018-Mar-23 at 21:26Whenever using the parameter -i
to "import" a Python object into R, conversion rules are applied (see here). The default converter is ending up calling R's function data.frame
, which will sanitize the column names (parameter check.names=TRUE
by default, see https://www.rdocumentation.org/packages/base/versions/3.4.3/topics/data.frame) to valid-yet-unquoted symbol names. In your example, CTB-102L5.4
would otherwise be parsed as the expression CTB - 102L5.4
.
This default behaviour is not necessarily desirable in every situation, and a custom converter can be passed to the R magic %%R
.
The documentation contains a short introduction to writing custom conversion rules (https://rpy2.github.io/doc/v2.9.x/html/robjects_convert.html).
Assuming that your input is a pandas
DataFrame, you could proceed as follows:
1- implement a variant of py2ri_pandasdataframe that does not sanitize names. Ideally by just setting check.names
to FALSE
, although currently not possible because of https://bitbucket.org/rpy2/rpy2/issues/455/add-parameter-to-dataframe-to-allow).
QUESTION
I want to install Redmine on my Raspberry Pi2. When I tried to run the command sudo bundle install --without development test rmagic
I got this as output:
Don't run Bundler as root. Bundler can ask for sudo if it is needed, and installing your bundle as root will break this application for all non-root users on this machine. The dependency tzinfo-data (>= 0) will be unused by any of the platforms Bundler is installing for. Bundler is installing for ruby but the dependency is only for x86-mingw32, x64-mingw32, x86-mswin32, java. To add those platforms to the bundle, run
bundle lock --add-platform x86-mingw32 x64-mingw32 x86-mswin32 java
. The dependency activerecord-jdbc-adapter (~> 1.3.2) will be unused by any of the platforms Bundler is installing for. Bundler is installing for ruby but the dependency is only for java. To add those platforms to the bundle, runbundle lock --add-platform java
. The dependency activerecord-jdbcmysql-adapter (>= 0) will be unused by any of the platforms Bundler is installing for. Bundler is installing for ruby but the dependency is only for java. To add those platforms to the bundle, runbundle lock --add-platform java
. Fetching gem metadata from https://rubygems.org/.. Retrying dependency api due to error (2/4): Bundler::HTTPError Network error while fetching https://index.rubygems.org/api/v1/dependencies?gems=actionpack-xml_parser%2Cactiverecord-jdbc-adapter%2Cactiverecord-jdbcmysql-adapter%2Ccapybara%2Ccoderay%2Ci18n%2Cjquery-rails%2Cmime-types%2Cmimemagic%2Cminitest%2Cmocha%2Cmysql2%2Cnet-ldap%2Cnokogiri%2Cprotected_attributes%2Crack-openid%2Crails%2Crails-dom-testing%2Crails-html-sanitizer%2Crbpdf%2Crdoc%2Credcarpet%2Crequest_store%2Crmagick%2Croadie-rails%2Cruby-openid%2Cselenium-webdriver%2Csimplecov%2Ctzinfo-data%2Cyard.......... Fetching version metadata from https://rubygems.org/... Fetching dependency metadata from https://rubygems.org/.. Resolving dependencies........................... Using erubis 2.7.0 Using bundler 1.14.6 Gem::RemoteFetcher::UnknownHostError: no such name (https://rubygems.org/gems/rake-12.0.0.gem) An error occurred while installing rake (12.0.0), and Bundler cannot continue. Make sure thatgem install rake -v '12.0.0'
succeeds before bundling.Gem::RemoteFetcher::UnknownHostError: no such name (https://rubygems.org/gems/i18n-0.7.0.gem) An error occurred while installing i18n (0.7.0), and Bundler cannot continue. Make sure that
gem install i18n -v '0.7.0'
succeeds before bundling.
And when I wanted to run gem install rake -v '12.0.0'
or gem install i18n -v '0.7.0'
the command did not started and I got only >
symbol on the start of the row, like when I want to edit something on mySQL through CLI.
What I missed? I didn't found this in the Documentation. I installed followed by these steps.
...ANSWER
Answered 2017-Mar-25 at 01:33Getting a new line with >
at the beginning after pressing Enter in the shell is usually a sign of unbalanced quoting. Are you sure you entered the gem install
commands correctly?
Your errors when running bundler
look like network problems. Most probably on your side, but rubygems.org has had connectivity problems a couple times in the past so it's not entirely impossible the problem was on their side or somewhere in between. Retry a couple hours later and it should simply work.
Community Discussions, Code Snippets contain sources that include Stack Exchange Network
Vulnerabilities
No vulnerabilities reported
Install Rmagic
Support
Reuse Trending Solutions
Find, review, and download reusable Libraries, Code Snippets, Cloud APIs from over 650 million Knowledge Items
Find more librariesStay Updated
Subscribe to our newsletter for trending solutions and developer bootcamps
Share this Page