mirror of
https://github.com/jupyter/docker-stacks.git
synced 2025-10-10 11:32:57 +00:00
Merge remote-tracking branch 'upstream/master'
This commit is contained in:
2
.github/workflows/docker-amd64.yml
vendored
2
.github/workflows/docker-amd64.yml
vendored
@@ -66,7 +66,7 @@ jobs:
|
||||
- name: Install Dev Dependencies
|
||||
run: |
|
||||
python -m pip install --upgrade pip
|
||||
make -C main dev-env
|
||||
make -C main install-dev-env
|
||||
|
||||
- name: Build Docker Images
|
||||
run: make -C main build-all
|
||||
|
2
.github/workflows/docker.yml
vendored
2
.github/workflows/docker.yml
vendored
@@ -83,7 +83,7 @@ jobs:
|
||||
- name: Install Dev Dependencies
|
||||
run: |
|
||||
python -m pip install --upgrade pip
|
||||
make -C main dev-env
|
||||
make -C main install-dev-env
|
||||
|
||||
- name: Build Docker Images
|
||||
run: make -C main build-all-multi
|
||||
|
6
.github/workflows/sphinx.yml
vendored
6
.github/workflows/sphinx.yml
vendored
@@ -7,7 +7,7 @@ on:
|
||||
|
||||
- "docs/**"
|
||||
- ".readthedocs.yaml"
|
||||
- "requirements-dev.txt"
|
||||
- "requirements-docs.txt"
|
||||
push:
|
||||
branches:
|
||||
- main
|
||||
@@ -17,7 +17,7 @@ on:
|
||||
|
||||
- "docs/**"
|
||||
- ".readthedocs.yaml"
|
||||
- "requirements-dev.txt"
|
||||
- "requirements-docs.txt"
|
||||
workflow_dispatch:
|
||||
|
||||
jobs:
|
||||
@@ -39,7 +39,7 @@ jobs:
|
||||
- name: Install Dev Dependencies
|
||||
run: |
|
||||
python -m pip install --upgrade pip
|
||||
make dev-env
|
||||
make install-docs-env
|
||||
|
||||
- name: Build Documentation
|
||||
run: make docs
|
||||
|
@@ -27,4 +27,4 @@ sphinx:
|
||||
# Optionally declare the Python requirements required to build your docs
|
||||
python:
|
||||
install:
|
||||
- requirements: requirements-dev.txt
|
||||
- requirements: requirements-docs.txt
|
||||
|
5
Makefile
5
Makefile
@@ -132,7 +132,7 @@ dev/%: PORT?=8888
|
||||
dev/%: ## run a foreground container for a stack
|
||||
docker run -it --rm -p $(PORT):8888 $(DARGS) $(OWNER)/$(notdir $@)
|
||||
|
||||
dev-env: ## install libraries required to build docs and run tests
|
||||
install-dev-env: ## install libraries required to build images and run tests
|
||||
@pip install -r requirements-dev.txt
|
||||
|
||||
|
||||
@@ -140,6 +140,9 @@ dev-env: ## install libraries required to build docs and run tests
|
||||
docs: ## build HTML documentation
|
||||
sphinx-build docs/ docs/_build/
|
||||
|
||||
install-docs-env: ## install libraries required to build docs
|
||||
@pip install -r requirements-docs.txt
|
||||
|
||||
|
||||
|
||||
hook/%: WIKI_PATH?=../wiki
|
||||
|
BIN
docs/_static/using/troubleshooting/vscode-jupyter-settings.png
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BIN
docs/_static/using/troubleshooting/vscode-jupyter-settings.png
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Binary file not shown.
After Width: | Height: | Size: 13 KiB |
@@ -13,7 +13,7 @@ This can be achieved by using the generic task used to install all Python develo
|
||||
|
||||
```sh
|
||||
# Install all development dependencies for the project
|
||||
make dev-env
|
||||
make install-dev-env
|
||||
# It can also be installed directly
|
||||
pip install pre-commit
|
||||
```
|
||||
|
@@ -13,6 +13,7 @@ Table of Contents
|
||||
using/common
|
||||
using/specifics
|
||||
using/recipes
|
||||
using/troubleshooting
|
||||
|
||||
.. toctree::
|
||||
:maxdepth: 2
|
||||
|
@@ -24,7 +24,7 @@ Pushing `Run Workflow` button will trigger this process.
|
||||
## Adding a New Core Image to Docker Hub
|
||||
|
||||
```{note}
|
||||
In general, we do not add new core images and ask contributors to either create a [recipe](../using/recipes.md) or [community stack](../using/stacks.md).
|
||||
In general, we do not add new core images and ask contributors to either create a [recipe](../using/recipes.md) or [community stack](../contributing/stacks.md).
|
||||
```
|
||||
|
||||
When there's a new stack definition, do the following before merging the PR with the new stack:
|
||||
|
@@ -36,7 +36,7 @@ You do so by passing arguments to the `docker run` command.
|
||||
The default value is `jovyan`.
|
||||
Setting `NB_USER` refits the `jovyan` default user and ensures that the desired user has the correct file permissions
|
||||
for the new home directory created at `/home/<username>`.
|
||||
For this option to take effect, you must run the container with `--user root`, set the working directory `-w "/home/${NB_USER}"`
|
||||
For this option to take effect, you **must** run the container with `--user root`, set the working directory `-w "/home/${NB_USER}"`
|
||||
and set the environment variable `-e CHOWN_HOME=yes`.
|
||||
|
||||
Example usage:
|
||||
@@ -54,7 +54,7 @@ You do so by passing arguments to the `docker run` command.
|
||||
- `-e NB_UID=<numeric uid>` - Instructs the startup script to switch the numeric user ID of `${NB_USER}` to the given value.
|
||||
The default value is `1000`.
|
||||
This feature is useful when mounting host volumes with specific owner permissions.
|
||||
For this option to take effect, you must run the container with `--user root`.
|
||||
For this option to take effect, you **must** run the container with `--user root`.
|
||||
(The startup script will `su ${NB_USER}` after adjusting the user ID.)
|
||||
Instead, you might consider using the modern Docker-native options [`--user`](https://docs.docker.com/engine/reference/run/#user) and
|
||||
[`--group-add`](https://docs.docker.com/engine/reference/run/#additional-groups) - see the last bullet in this section for more details.
|
||||
@@ -63,7 +63,7 @@ You do so by passing arguments to the `docker run` command.
|
||||
- `-e NB_GID=<numeric gid>` - Instructs the startup script to change the primary group of `${NB_USER}` to `${NB_GID}`
|
||||
(the new group is added with a name of `${NB_GROUP}` if it is defined. Otherwise, the group is named `${NB_USER}`).
|
||||
This feature is useful when mounting host volumes with specific group permissions.
|
||||
For this option to take effect, you must run the container with `--user root`.
|
||||
For this option to take effect, you **must** run the container with `--user root`.
|
||||
(The startup script will `su ${NB_USER}` after adjusting the group ID.)
|
||||
You might consider using modern Docker options `--user` and `--group-add` instead.
|
||||
See bullet points regarding `--user` and `--group-add`.
|
||||
@@ -87,7 +87,7 @@ You do so by passing arguments to the `docker run` command.
|
||||
`NB_UMASK` when set only applies to the Jupyter process itself -
|
||||
you cannot use it to set a `umask` for additional files created during run-hooks.
|
||||
For example, via `pip` or `conda`.
|
||||
If you need to set a `umask` for these, you must set the `umask` value for each command._
|
||||
If you need to set a `umask` for these, you **must** set the `umask` value for each command._
|
||||
```
|
||||
|
||||
- `-e CHOWN_HOME=yes` - Instructs the startup script to change the `${NB_USER}` home directory owner and group to the current value of `${NB_UID}` and `${NB_GID}`.
|
||||
|
308
docs/using/troubleshooting.md
Normal file
308
docs/using/troubleshooting.md
Normal file
@@ -0,0 +1,308 @@
|
||||
# Troubleshooting Common Problems
|
||||
|
||||
When troubleshooting, you may see unexpected behaviors or receive an error message.
|
||||
This section provides advice on
|
||||
how to identify and fix some of the most commonly encountered issues.
|
||||
|
||||
Most of the `docker run` flags used in this document are explained in detail in the [Common Features, Docker Options section](../using/common.html#Docker-Options) of the documentation.
|
||||
|
||||
## Permission denied when mounting volumes
|
||||
|
||||
If you are running a Docker container while mounting a local volume or host directory using the `-v` flag like so:
|
||||
|
||||
```bash
|
||||
docker run -it --rm \
|
||||
-p 8888:8888 \
|
||||
-v <my-vol>:<container-dir> \
|
||||
jupyter/minimal-notebook:latest
|
||||
```
|
||||
|
||||
you might face permissions issues when trying to access the mounted volume:
|
||||
|
||||
```bash
|
||||
# assuming we mounted the volume in /home/jovyan/stagingarea
|
||||
# root is the owner of the mounted volume
|
||||
ls -ld ~/stagingarea/
|
||||
# drwxr-xr-x 2 root root 4096 Feb 1 12:55 stagingarea/
|
||||
|
||||
touch stagingarea/kale.txt
|
||||
# touch: cannot touch 'stagingarea/kale.txt': Permission denied
|
||||
```
|
||||
|
||||
In this case, the user of the container (`jovyan`) and the owner of the mounted volume (`root`) have different permission levels and ownership over the container's directories and mounts.
|
||||
The following sections cover a few of these scenarios and how to fix them.
|
||||
|
||||
**Some things to try:**
|
||||
|
||||
1. **Change ownership of the volume mount**
|
||||
|
||||
You can change the ownership of the volume mount using the `chown` command. In the case of the docker-stacks images, you can set the `CHOWN_EXTRA` and `CHOWN_EXTRA_OPTS` environment variables.
|
||||
|
||||
For example, to change the ownership of the volume mount to the jovyan user (non-privileged default user in the Docker images):
|
||||
|
||||
```bash
|
||||
# running in detached mode - can also be run in interactive mode
|
||||
docker run -d \
|
||||
-v <my-vol>:<container-dir> \
|
||||
-p 8888:8888 \
|
||||
--user root \
|
||||
-e CHOWN_EXTRA="<container-dir>" \
|
||||
-e CHOWN_EXTRA_OPTS="-R" \
|
||||
jupyter/minimal-notebook
|
||||
```
|
||||
|
||||
where:
|
||||
|
||||
- `CHOWN_EXTRA=<some-dir>,<some-other-dir>`: will change the ownership and group of the specified container directory (non-recursive by default). You need to provide full paths starting with `/`.
|
||||
- `CHOWN_EXTRA_OPTS="-R"`: will recursively change the ownership and group of the directory specified in `CHOWN_EXTRA`.
|
||||
- `--user root`: you **must** run the container with the root user to change ownership at runtime.
|
||||
|
||||
now accessing the mount should work as expected:
|
||||
|
||||
```bash
|
||||
# assuming we mounted the volume in /home/jovyan/stagingarea
|
||||
ls -ld ~/stagingarea
|
||||
# drwxr-xr-x 2 jovyan users 4096 Feb 1 12:55 stagingarea/
|
||||
|
||||
touch stagingarea/kale.txt
|
||||
# jovyan is now the owner of /home/jovyan/stagingarea
|
||||
# ls -la ~/stagingarea/
|
||||
# -rw-r--r-- 1 jovyan users 0 Feb 1 14:41 kale.txt
|
||||
```
|
||||
|
||||
```{admonition} Additional notes
|
||||
- If you are mounting your volume inside the `/home/` directory, you can use the `-e CHOWN_HOME=yes` and `CHOWN_HOME_OPTS="-R"` flags
|
||||
instead of the `-e CHOWN_EXTRA` and `-e CHOWN_EXTRA_OPTS` in the example above.
|
||||
- This solution should work in most cases where you have created a docker volume
|
||||
(i.e. using the [`docker volume create --name <my-volume>`command](https://docs.docker.com/storage/volumes/#create-and-manage-volumes)) and mounted it using the`-v` flag in `docker run`.
|
||||
```
|
||||
|
||||
2. **Matching the container's UID/GID with the host's**
|
||||
|
||||
Docker handles mounting host directories differently from mounting volumes, even though the syntax is essentially the same (i.e. `-v`).
|
||||
|
||||
When you initialize a Docker container using the flag `-v`, the host directories are bind-mounted directly into the container.
|
||||
Therefore, the permissions and ownership are copied over and will be **the same** as the ones in your local host
|
||||
(including user ids) which may result in permissions errors when trying to access directories or create/modify files inside.
|
||||
|
||||
Suppose your local user has a `UID` and `GID` of `1234` and `5678`, respectively. To fix the UID discrepancies between your local directories and the container's
|
||||
directories, you can run the container with an explicit `NB_UID` and `NB_GID` to match the that of the local user:
|
||||
|
||||
```bash
|
||||
docker run -it --rm \
|
||||
--user root \
|
||||
-p 8888:8888 \
|
||||
-e NB_UID=1234 \
|
||||
-e NB_GID=5678 \
|
||||
-v "${PWD}"/test:/home/jovyan/work \
|
||||
jupyter/minimal-notebook:latest
|
||||
|
||||
# you should see an output similar to this
|
||||
# Update jovyan's UID:GID to 1234:5678
|
||||
# Running as jovyan: bash
|
||||
```
|
||||
|
||||
where:
|
||||
|
||||
- `NB_IUD` and `NB_GID` should match the local user's UID and GID.
|
||||
- You **must** use `--user root` to ensure that the `UID` and `GID` are updated at runtime.
|
||||
|
||||
````{admonition} Additional notes
|
||||
- The caveat with this approach is that since these changes are applied at runtime, you will need to re-run the same command
|
||||
with the appropriate flags and environment variables if you need to recreate the container (i.e. after removing/destroying it).
|
||||
- If you pass a numeric UID, it **must** be in the range of 0-2147483647
|
||||
- This approach only updates the UID and GID of the **existing `jovyan` user** instead of creating a new user. From the above example:
|
||||
```bash
|
||||
id
|
||||
# uid=1234(jovyan) gid=5678(jovyan) groups=5678(jovyan),100(users)
|
||||
```
|
||||
````
|
||||
|
||||
## Permission issues after changing the UID/GID and USER in the container
|
||||
|
||||
If you have also **created a new user**, you might be experiencing any of the following issues:
|
||||
|
||||
- `root` is the owner of `/home` or a mounted volume
|
||||
- when starting the container, you get an error such as `Failed to change ownership of the home directory.`
|
||||
- getting permission denied when trying to `conda install` packages
|
||||
|
||||
**Some things to try:**
|
||||
|
||||
1. **Ensure the new user has ownership of `/home` and volume mounts**
|
||||
|
||||
For example, say you want to create a user `callisto` with a `GID` and `UID` of `1234`, you will have to add the following flags to the docker run command:
|
||||
|
||||
```bash
|
||||
docker run -it --rm \
|
||||
-p 8888:8888 \
|
||||
--user root \
|
||||
-e NB_USER=callisto \
|
||||
-e NB_UID=1234 \
|
||||
-e NB_GID=1234 \
|
||||
-e CHOWN_HOME=yes \
|
||||
-e CHOWN_HOME_OPTS="-R" \
|
||||
-w "/home/${NB_USER}" \
|
||||
-v "${PWD}"/test:/home/callisto/work \
|
||||
jupyter/minimal-notebook
|
||||
|
||||
# Updated the jovyan user:
|
||||
# - username: jovyan -> callisto
|
||||
# - home dir: /home/jovyan -> /home/callisto
|
||||
# Update callisto UID:GID to 1234:1234
|
||||
# Attempting to copy /home/jovyan to /home/callisto...
|
||||
# Success!
|
||||
# Ensuring /home/callisto is owned by 1234:1234
|
||||
# Running as callisto: bash
|
||||
```
|
||||
|
||||
where:
|
||||
|
||||
- `-e NB_USER=callisto`: will create a new user `callisto` and automatically add it to the `users` group (does not delete jovyan)
|
||||
- `-e NB_UID=1234` and `-e NB_GID=1234`: will set the `UID` and `GID` of the new user (`callisto`) to `1234`
|
||||
- `-e CHOWN_HOME_OPTS="-R"` and `-e CHOWN_HOME=yes`: ensure that the new user is the owner of the `/home` directory and subdirectories
|
||||
(setting `CHOWN_HOME_OPTS="-R` will ensure this change is applied recursively)
|
||||
- `-w "/home/${NB_USER}"` sets the working directory to be the new user's home
|
||||
|
||||
```{admonition} Additional notes
|
||||
In the example above, the `-v` flag is used to mount the local volume onto the new user's `/home` directory.
|
||||
|
||||
However, if you are mounting a volume elsewhere, you also need to use the `-e CHOWN_EXTRA=<some-dir>` flag to avoid any permission
|
||||
issues (see the section [Permission denied when mounting volumes](../using/troubleshooting.html#permission-denied-when-mounting-volumes) in this page).
|
||||
```
|
||||
|
||||
2. **Dynamically assign the user ID and GID**
|
||||
|
||||
The above case ensures that the `/home` directory is owned by the a newly created user with an specific `UID` and `GID`, but if you want to assign the `UID` and `GID`
|
||||
of the new user dynamically you can make the following adjustments:
|
||||
|
||||
```bash
|
||||
docker run -it --rm \
|
||||
-p 8888:8888 \
|
||||
--user root \
|
||||
-e NB_USER=callisto \
|
||||
-e NB_UID="$(id -u)" \
|
||||
-e NB_GID="$(id -g)" \
|
||||
-e CHOWN_HOME=yes \
|
||||
-e CHOWN_HOME_OPTS="-R" \
|
||||
-w "/home/${NB_USER}" \
|
||||
-v "${PWD}"/test:/home/callisto/work \
|
||||
jupyter/minimal-notebook
|
||||
```
|
||||
|
||||
where:
|
||||
|
||||
- `"$(id -u)" and "$(id -g)"` will dynamically assign the `UID` and `GID` of the user executing the `docker run` command to the new user (`callisto`)
|
||||
|
||||
## Additional tips and troubleshooting commands for permission-related errors
|
||||
|
||||
- Pass absolute paths to the `-v` flag:
|
||||
|
||||
```bash
|
||||
-v "${PWD}"/<my-vol>:/home/jovyan/work
|
||||
```
|
||||
|
||||
This example uses the syntax `$(PWD)`, which is replaced with the full path to the current directory at runtime. The destination
|
||||
path should also be an absolute path starting with a `/` such as `home/jovyan/work`.
|
||||
|
||||
- You might want to consider using the Docker native `--user <UID>` and `--group-add users` flags instead of `-e NB_UID` and `-e NB_GID`:
|
||||
|
||||
```bash
|
||||
# note this will use the same UID from
|
||||
# the user calling the command, thus matching the local host
|
||||
|
||||
docker run -it --rm \
|
||||
-p 8888:8888 \
|
||||
--user "$(id -u)" --group-add users \
|
||||
-v <my-vol>:/home/jovyan/work jupyter/datascience-notebook
|
||||
```
|
||||
|
||||
This command will launch the container with a specific user UID and add that user to the `users` group to modify the files in the default `/home` and `/opt/conda` directories.
|
||||
Further avoiding issues when trying to `conda install` additional packages.
|
||||
|
||||
- Use `docker inspect <container_id>` and look for the [`Mounts` section](https://docs.docker.com/storage/volumes/#start-a-container-with-a-volume) to verify that the volume was created and mounted accordingly:
|
||||
|
||||
```json
|
||||
"Mounts": [
|
||||
{
|
||||
"Type": "volume",
|
||||
"Name": "my-vol",
|
||||
"Source": "/var/lib/docker/volumes/stagingarea/_data",
|
||||
"Destination": "/home/jovyan/stagingarea",
|
||||
"Driver": "local",
|
||||
"Mode": "z",
|
||||
"RW": true,
|
||||
"Propagation": ""
|
||||
}
|
||||
],
|
||||
```
|
||||
|
||||
## Problems installing conda packages from specific channels
|
||||
|
||||
By default, the docker-stacks images have the conda channels priority set to `strict`. This may cause problems when trying to install packages from a channel with lower priority.
|
||||
|
||||
```bash
|
||||
conda config --show | grep priority
|
||||
# channel_priority: strict
|
||||
|
||||
# to see its meaning
|
||||
conda config --describe channel_priority
|
||||
|
||||
# checking the current channels
|
||||
conda config --show default_channels
|
||||
# default_channels:
|
||||
# - https://repo.anaconda.com/pkgs/main
|
||||
# - https://repo.anaconda.com/pkgs/r
|
||||
```
|
||||
|
||||
**Installing packages from alternative channels:**
|
||||
|
||||
You can install packages from other conda channels (e.g. bioconda) by disabling the `channel_priority` setting:
|
||||
|
||||
```bash
|
||||
# install by disabling channel priority at command level
|
||||
conda install --no-channel-priority -c bioconda bioconductor-geoquery
|
||||
```
|
||||
|
||||
## Tokens are being rejected
|
||||
|
||||
If you are a regular user of VSCode and the Jupyter extension, you might experience either of these issues when using any of the docker-stacks images:
|
||||
|
||||
- when clicking on the URL displayed on your command line logs, you face a "This site cannot be reached" page on your web browser
|
||||
- using the produced token and/or URL results in an "Invalid credentials" error on the Jupyter "Token authentication is enabled" page
|
||||
|
||||
```bash
|
||||
# example log output from the docker run command
|
||||
|
||||
# [...]
|
||||
# Or copy and paste one of these URLs:
|
||||
# http://3d4cf3809e3f:8888/?token=996426e890f8dc22fa6835a44442b6026cba02ee61fee6a2
|
||||
# or http://127.0.0.1:8888/?token=996426e890f8dc22fa6835a44442b6026cba02ee61fee6a2
|
||||
```
|
||||
|
||||
**Some things to try:**
|
||||
|
||||
1. **Find lingering Jupyter processes in the background**
|
||||
|
||||
The first thing you want to try is to check that no other Jupyter processes are running in the background:
|
||||
|
||||
```bash
|
||||
ps aux | grep jupyter
|
||||
```
|
||||
|
||||
If there are existing processes running, you can kill them with:
|
||||
|
||||
```bash
|
||||
# example output from the above command
|
||||
# my-user 3412 ... --daemon-module=vscode_datascience_helpers.jupyter_daemon
|
||||
|
||||
# using the pid from the above log
|
||||
kill 3412
|
||||
```
|
||||
|
||||
2. **Turn off Jupyter auto start in VSCode**
|
||||
|
||||
Alternatively - you might want to ensure that the `Jupyter: Auto Start` setting is turned off to avoid this issue in the future.
|
||||
|
||||
You can achieve this from the `Preferences > Jupyter` menu in VScode:
|
||||
|
||||

|
@@ -17,15 +17,13 @@ RUN apt-get update --yes && \
|
||||
tzdata \
|
||||
unzip \
|
||||
vim-tiny \
|
||||
# Inkscape is installed to be able to convert SVG files
|
||||
inkscape \
|
||||
# git-over-ssh
|
||||
openssh-client \
|
||||
# TODO: check if these are needed and describe
|
||||
inkscape \
|
||||
libsm6 \
|
||||
libxext-dev \
|
||||
libxrender1 \
|
||||
lmodern \
|
||||
netcat \
|
||||
# less is needed to run help in R
|
||||
# see: https://github.com/jupyter/docker-stacks/issues/1588
|
||||
less \
|
||||
# nbconvert dependencies
|
||||
# https://nbconvert.readthedocs.io/en/latest/install.html#installing-tex
|
||||
texlive-xetex \
|
||||
|
@@ -1,10 +1,7 @@
|
||||
docker
|
||||
myst-parser
|
||||
packaging
|
||||
plumbum
|
||||
pre-commit
|
||||
pytest
|
||||
requests
|
||||
sphinx
|
||||
sphinx-copybutton
|
||||
tabulate
|
||||
|
3
requirements-docs.txt
Normal file
3
requirements-docs.txt
Normal file
@@ -0,0 +1,3 @@
|
||||
myst-parser
|
||||
sphinx
|
||||
sphinx-copybutton
|
Reference in New Issue
Block a user