kopia lustrzana https://github.com/jupyterhub/repo2docker
Add FAQ entry and Howto on exporting conda envs
rodzic
41a9375984
commit
a4063e3d8d
|
@ -55,6 +55,34 @@ R
|
||||||
Only R 3.4.4 is currently supported, which is installed via ``apt`` from the
|
Only R 3.4.4 is currently supported, which is installed via ``apt`` from the
|
||||||
`ubuntu bionic repository <https://packages.ubuntu.com/bionic/r-base>`_.
|
`ubuntu bionic repository <https://packages.ubuntu.com/bionic/r-base>`_.
|
||||||
|
|
||||||
|
|
||||||
|
Why is my repository is failing to build with ``ResolvePackageNotFound`` ?
|
||||||
|
--------------------------------------------------------------------------
|
||||||
|
|
||||||
|
If you used ``conda env export`` to generate your ``environment.yml`` it will
|
||||||
|
generate a list of packages and versions of packages that is pinned to platform
|
||||||
|
specific versions. These very specific versions are not available in the linux
|
||||||
|
docker image used by ``repo2docker``. A typical error message will look like
|
||||||
|
the following::
|
||||||
|
|
||||||
|
Step 39/44 : RUN conda env update -n root -f "environment.yml" && conda clean -tipsy && conda list -n root
|
||||||
|
---> Running in ebe9a67762e4
|
||||||
|
Solving environment: ...working... failed
|
||||||
|
|
||||||
|
ResolvePackageNotFound:
|
||||||
|
- jsonschema==2.6.0=py36hb385e00_0
|
||||||
|
- libedit==3.1.20181209=hb402a30_0
|
||||||
|
- tornado==5.1.1=py36h1de35cc_0
|
||||||
|
...
|
||||||
|
|
||||||
|
We recommend to use ``conda env export --no-builds -f environment.yml`` to export
|
||||||
|
your environment and then edit the file by hand to remove platform specific
|
||||||
|
packages like ``appnope``.
|
||||||
|
|
||||||
|
See :ref:`export-environment` for a recipe on how to create strict exports of
|
||||||
|
your environment that will work with ``repo2docker``.
|
||||||
|
|
||||||
|
|
||||||
Can I add executable files to the user's PATH?
|
Can I add executable files to the user's PATH?
|
||||||
----------------------------------------------
|
----------------------------------------------
|
||||||
|
|
||||||
|
@ -98,7 +126,7 @@ Yes: use the ``--editable`` or ``-E`` flag (don't confuse this with
|
||||||
the ``-e`` flag for environment variables), and run repo2docker on a
|
the ``-e`` flag for environment variables), and run repo2docker on a
|
||||||
local repository::
|
local repository::
|
||||||
|
|
||||||
repo2docker -E my-repository/.
|
repo2docker -E my-repository/
|
||||||
|
|
||||||
This builds a Docker container from the files in that repository
|
This builds a Docker container from the files in that repository
|
||||||
(using, for example, a ``requirements.txt`` or ``install.R`` file),
|
(using, for example, a ``requirements.txt`` or ``install.R`` file),
|
||||||
|
|
|
@ -0,0 +1,50 @@
|
||||||
|
.. _export-environment:
|
||||||
|
|
||||||
|
=============================================================================
|
||||||
|
How to automatically create a ``environment.yml`` that works with repo2docker
|
||||||
|
=============================================================================
|
||||||
|
|
||||||
|
This how-to explains how to create a ``environment.yml`` that specifies all
|
||||||
|
installed packages and their precise versions from your environment.
|
||||||
|
|
||||||
|
|
||||||
|
The challenge
|
||||||
|
=============
|
||||||
|
|
||||||
|
``conda env export -f environment.yml`` creates a strict export of all packages.
|
||||||
|
This is the most robust for reproducibility, but it does bake in potential
|
||||||
|
platform-specific packages, so you can only use an exported environment on the
|
||||||
|
same platform.
|
||||||
|
|
||||||
|
``repo2docker`` uses a linux based image as the starting point for every docker
|
||||||
|
image it creates. However a lot of people use OSX or Windows as their day to
|
||||||
|
day operating system. This means that the ``environment.yml`` created by a strict
|
||||||
|
export will not work with error messages saying that certain packages can not
|
||||||
|
be resolved (``ResolvePackageNotFound``).
|
||||||
|
|
||||||
|
|
||||||
|
The solution
|
||||||
|
============
|
||||||
|
|
||||||
|
Follow this procedure to create a strict export of your environment that will
|
||||||
|
work with ``repo2docker`` and sites like `mybinder.org <https://mybinder.org/>`_.
|
||||||
|
|
||||||
|
We will launch a terminal inside a basic docker image, install the packages
|
||||||
|
you need and then perform a strict export of the environment.
|
||||||
|
|
||||||
|
#. install repo2docker on your computer by following :ref:`install`
|
||||||
|
#. in a terminal launch a basic repository
|
||||||
|
``repo2docker https://github.com/binder-examples/conda-freeze``
|
||||||
|
inside repo2docker
|
||||||
|
#. open the URL printed at the end in a browser, the URL should look like
|
||||||
|
``http://127.0.0.1:61037/?token=30e61ec80bda6dd0d14805ea76bb59e7b0cd78b5d6b436f0``
|
||||||
|
#. open a terminal by clicking "New -> Terminal" next to the "Upload" button on the
|
||||||
|
right hand side of the webpage
|
||||||
|
#. install the packages your project requires with ``conda install <yourpackages>``
|
||||||
|
#. use ``conda env export -n root`` to print the environment
|
||||||
|
#. copy and paste the environment you just printed into a ``environment.yml`` in
|
||||||
|
your projects repository
|
||||||
|
#. close your browser tabs and exit the repo2docker session by pressing Ctrl-C.
|
||||||
|
|
||||||
|
This will give you a strict export of your environment that precisely pins the
|
||||||
|
versions of packages in your environment based on a linux environment.
|
|
@ -32,6 +32,7 @@ Please report `Bugs <https://github.com/jupyter/repo2docker/issues>`_,
|
||||||
|
|
||||||
howto/user_interface
|
howto/user_interface
|
||||||
howto/languages
|
howto/languages
|
||||||
|
howto/export_environment
|
||||||
howto/lab_workspaces
|
howto/lab_workspaces
|
||||||
howto/jupyterhub_images
|
howto/jupyterhub_images
|
||||||
howto/deploy
|
howto/deploy
|
||||||
|
|
Ładowanie…
Reference in New Issue