docker compose --profile python up -d
This tutorial shows you how to use Jenkins to orchestrate building a simple Python application with PyInstaller.
If you are a Python developer who is new to CI/CD concepts, or you might be familiar with these concepts but don’t know how to implement building your application using Jenkins, then this tutorial is for you.
The simple Python application (which you’ll obtain from a sample repository on GitHub) is a command line tool "add2vals" that outputs the addition of two values. If at least one of the values is a string, "add2vals" instead treats both values as a string and concatenates the values. The "add2" function in the "calc" library (which "add2vals" imports) is accompanied by a set of unit tests. These are tested with pytest to check that this function works as expected and the results are saved to a JUnit XML report.
The delivery of the "add2vals" tool through PyInstaller converts this tool into a standalone executable file for Linux, which you can download through Jenkins and execute at the command line on Linux machines without Python.
Duration: This tutorial takes 20-40 minutes to complete (assuming you’ve already met the prerequisites below). The exact duration will depend on the speed of your machine and network.
You can stop this tutorial at any point in time and continue from where you left off.
If you’ve already run though another tutorial, you can skip the Prerequisites section below and proceed on to forking the sample repository. (Just ensure you have Git installed locally.) If you need to restart Jenkins, simply follow the restart instructions in Stopping and restarting Jenkins and then proceed on.
For this tutorial, you will require:
A macOS, Linux, Windows, or Chromebook (with Linux) machine with:
2 GB of RAM
2 GB of drive space for Jenkins
The following software installed:
Git and optionally GitHub Desktop
Obtain the simple "add" Python application from GitHub, by forking the sample repository of the application’s source code into your own GitHub account and then cloning this fork locally.
Ensure you are signed in to your GitHub account. If you don’t yet have a GitHub account, sign up for a free one on the GitHub website.
Fork the
simple-python-pyinstaller-app
on GitHub into your local GitHub account.
If you need help with this process, refer to the Fork A Repo documentation on the GitHub website for more information.
Clone your forked simple-python-pyinstaller-app
repository (on GitHub)locally to your machine.
To begin this process, do either of the following (where <your-username>
is the name of your user account on your operating system):
If you have the GitHub Desktop app installed on your machine:
In GitHub, click the green Code button on your forked repository, then Open in Desktop.
In GitHub Desktop, before clicking Clone on the Clone a Repository dialog box, ensure Local Path for:
macOS is /Users/<your-username>/Documents/GitHub/simple-python-pyinstaller-app
Linux is /home/<your-username>/GitHub/simple-python-pyinstaller-app
Windows is C:\Users\<your-username>\Documents\GitHub\simple-python-pyinstaller-app
Otherwise:
Open up a terminal/command line prompt and cd
to the appropriate directory on:
macOS - /Users/<your-username>/Documents/GitHub/
Linux - /home/<your-username>/GitHub/
Windows - C:\Users\<your-username>\Documents\GitHub\
(although use a Git bash command line window as opposed to the usual Microsoft command prompt)
Run the following command to continue/complete cloning your forked repo:
git clone https://github.com/YOUR-GITHUB-ACCOUNT-NAME/simple-python-pyinstaller-app
where YOUR-GITHUB-ACCOUNT-NAME
is the name of your GitHub account.
Obtain the latest Jenkins LTS instance, customized for this tutorial, by cloning the quickstart-tutorials repository.
After cloning, navigate to the quickstart-tutorials
directory, and execute the command
docker compose --profile python up -d
to run the example.
Once the containers (one for the controller, one for the agent) are running successfully (you can verify this with docker compose ps
), the controller can be accessed at http://localhost:8080.
If you are unable to install docker compose
on your machine for any reason, you can still run the example in the cloud for free thanks to GitPod.
GitPod is free for 50 hours per month.
You need to link it to your GitHub account so you can run the example in the cloud.
Click on that link to open a new browser tab with a GitPod workspace where you’ll be able to start the Jenkins instance, and run the rest of the tutorial.
Now, log in using the admin
username and admin
password.
In Jenkins, select New Item under Dashboard > at the top left.
Enter your new Pipeline project name in Enter an item name (e.g. simple-python-pyinstaller-app
).
Scroll down if necessary and select Pipeline, then click OK at the end of the page.
(Optional) Enter a Pipeline Description.
Select Pipeline on the left pane.
Select Definition, and then choose the Pipeline script from SCM option. This option instructs Jenkins to obtain your Pipeline from the source control management (SCM), which is your forked Git repository.
Choose Git from the options in SCM.
Enter the URL of your repository in Repositories/Repository URL. This URL can be found when clicking on the green button Code in the main page of your GitHub repo.
Hit the Save button at the end of the page.
You’re now ready to create a Jenkinsfile
to check into your locally cloned Git repository.
You’re now ready to create your Pipeline that will automate building your Python application with PyInstaller in Jenkins.
Your Pipeline will be created as a Jenkinsfile
, which will be committed to your locally cloned Git repository (simple-python-pyinstaller-app
), and then pushed to GitHub, where Jenkins will be able to find it.
This is the foundation of "Pipeline-as-Code", which treats the continuous delivery pipeline as part of the application to be versioned and reviewed like any other code. Read more about Pipeline and what a Jenkinsfile is in the Pipeline and Using a Jenkinsfile sections of the User Handbook.
First, create an initial Pipeline with a "Build" stage that executes the first part of the entire production process for your application. This "Build" stage compiles your simple Python application into byte code.
Using your favorite text editor or IDE, create and save a new text file with the name Jenkinsfile
at the root of your local simple-python-pyinstaller-app
Git repository.
Copy the following Declarative Pipeline code and paste it into your empty Jenkinsfile
:
pipeline {
agent any (1)
stages {
stage('Build') { (2)
steps {
sh 'python -m py_compile sources/add2vals.py sources/calc.py' (3)
stash(name: 'compiled-results', includes: 'sources/*.py*') (4)
}
}
}
}
1 | The agent section with the any
parameter specified at the top of this Pipeline code block means that any agent could be allocated for the entire Pipeline’s execution and that each
stage directive does not have to specify its own agent section. |
2 | Defines a stage (directive) called
Build that appears on the Jenkins UI. |
3 | This
sh
step (of the steps section) runs the
Python command to compile your application and its calc library into byte code
files (each with .pyc extension), which are placed into the sources
workspace directory (within the
/var/jenkins_home/workspace/simple-python-pyinstaller-app directory in the
Jenkins container). |
4 | This
stash
step (of the basic steps section) saves
the Python source code and compiled byte code files (with .pyc extension) from the sources
workspace directory for use in later stages. |
Save your edited Jenkinsfile
and commit it to your local
simple-python-pyinstaller-app
Git repository. E.g. Within the
simple-python-pyinstaller-app
directory, run the commands:
git add .
then
git commit -m "Add initial Jenkinsfile"
and in the end
git push
In Jenkins, select Build Now on the left pane.
After making a clone of your local simple-python-pyinstaller-app
Git repository itself, Jenkins:
Initially queues the project to be run on the agent.
Runs the Build
stage defined in the Jenkinsfile
on the agent.
You should now see on the left a green check mark and #1, indicating that your first Pipeline has run successfully.
You should also see in the main part of the page a Stage View of your Pipeline, which shows the Build
stage run, indicating that your first Pipeline has run successfully.
You can now click on #1 to see the details of the build. You will then see how much time the build took waiting in the queue and how much time it took to run.
On the left, you can click on Pipeline Overview to see the stages of the Pipeline.
If you click on the Build stage, you will see more information about the stage, including the output of the python
command if you click on the green python
section.
You can now click on simple-python-pyinstaller-app (if that’s the name you chose for your pipeline) on the top left to return to your pipeline main page.
Go back to your text editor/IDE and ensure your Jenkinsfile
is open.
Copy and paste the following Declarative Pipeline syntax immediately under the
Build
stage of your Jenkinsfile
:
stage('Test') {
steps {
sh 'py.test --junit-xml test-reports/results.xml sources/test_calc.py'
}
post {
always {
junit 'test-reports/results.xml'
}
}
}
so that you end up with:
pipeline {
agent any
stages {
stage('Build') {
steps {
sh 'python -m py_compile sources/add2vals.py sources/calc.py'
stash(name: 'compiled-results', includes: 'sources/*.py*')
}
}
stage('Test') { (1)
steps {
sh 'py.test --junit-xml test-reports/results.xml sources/test_calc.py' (2)
}
post {
always {
junit 'test-reports/results.xml' (3)
}
}
}
}
}
1 | Defines a stage (directive) called Test that appears on the Jenkins UI. |
2 | This sh step (of the steps section) executes pytest’s py.test command on sources/test_calc.py , which runs a set of unit tests (defined in test_calc.py ) on the "calc" library’s add2 function (used by your simple Python application add2vals ).
The:
|
3 | This
junit
step (provided by the JUnit Plugin) archives the
JUnit XML report (generated by the py.test command above) and exposes the
results through the Jenkins interface. The
post section’s always condition that
contains this junit step ensures that the step is always executed at the
completion of the Test stage, regardless of the stage’s outcome. |
Save your edited Jenkinsfile
and commit it to your local
simple-python-pyinstaller-app
Git repository. E.g. Within the
simple-python-pyinstaller-app
directory, run the commands:
git add .
then
git commit -m "Add 'Test' stage"
and in the end
git push
In Jenkins, navigate back to the Dashboard if necessary, then simple-python-pyinstaller-app and launch another build thanks to Build Now.
After a while, you should see a new column labeled Test appear in the Stage View.
You can click on #2 or on the number representing your last build on the left, under Build History. You will then see the details of the build.
You can now select Pipeline Overview to see the stages of the Pipeline.
Notice the additional "Test" stage. You can select the "Test" stage checkmark to access the output from that stage.
Go back to your text editor/IDE and ensure your Jenkinsfile
is open.
Copy and paste the following Declarative Pipeline syntax immediately under the
Test
stage of your Jenkinsfile
:
stage('Deliver') {
steps {
sh "pyinstaller --onefile sources/add2vals.py"
}
post {
success {
archiveArtifacts 'dist/add2vals'
}
}
}
and add a skipStagesAfterUnstable
option so that you end up with:
pipeline {
agent any
options {
skipStagesAfterUnstable()
}
stages {
stage('Build') {
steps {
sh 'python -m py_compile sources/add2vals.py sources/calc.py'
stash(name: 'compiled-results', includes: 'sources/*.py*')
}
}
stage('Test') {
steps {
sh 'py.test --junit-xml test-reports/results.xml sources/test_calc.py'
}
post {
always {
junit 'test-reports/results.xml'
}
}
}
stage('Deliver') { (1)
steps {
sh "pyinstaller --onefile sources/add2vals.py" (2)
}
post {
success {
archiveArtifacts 'dist/add2vals' (3)
}
}
}
}
}
1 | Defines a stage (directive) called Deliver that appears on the Jenkins UI. |
2 | This sh step (of the steps section) executes the pyinstaller command on your simple Python application.
This bundles your add2vals.py Python application into a single standalone executable file (via the --onefile option) and outputs this file to the dist workspace directory (within the Jenkins home directory).
Although this step consists of a single command, as a general principle, it’s a good idea to keep your Pipeline code (i.e. the Jenkinsfile ) as tidy as possible and place more complex build steps (particularly for stages consisting of 2 or more steps) into separate shell script files.
This ultimately makes maintaining your Pipeline code easier, especially if your Pipeline gains more complexity. |
3 | This archiveArtifacts step (provided as part of Jenkins core) archives the standalone executable file (generated by the pyinstaller command above at dist/add2vals within the Jenkins home’s workspace directory) and exposes this file through the Jenkins interface.
The post section’s success condition that contains this archiveArtifacts step ensures that the step is executed at the completion of the Deliver stage only if this stage completed successfully. |
Save your edited Jenkinsfile
and commit it to your local
simple-python-pyinstaller-app
Git repository. E.g. Within the
simple-python-pyinstaller-app
directory, run the commands:
git add .
then
git commit -m "Add 'Deliver' stage"
and in the end
git push
In Jenkins, sign in if necessary, and go back to the Dashboard and then simple-python-pyinstaller-app or go directly to simple-python-pyinstaller-app depending on where you’re starting from.
Select Build Now on the left. After a while, you should see a new column labeled Deliver appear in the Stage View.
You can click on #3 or on the number representing your last build, in the left pane under Build History to see the details of the build.
You can now click on Pipeline Overview to see the stages of the Pipeline. Once you click on the Deliver green checkmark, and then on the first green section, the output should be something like below, showing you the results of PyInstaller bundling your Python application into a single standalone executable file.
You can now click on simple-python-pyinstaller-app on the top left, and then on Stages at the left. It will list your previous Pipeline runs in reverse chronological order.
If you use Linux, you can try running the standalone add2vals
application you
generated with PyInstaller locally on your machine. To do this:
Access the Stage View interface (found after clicking on Dashboard > simple-python-pyinstaller-app or directly on simple-python-pyinstaller-app if it’s accessible). You should see a Last Successful Artifacts section on top of Stage View.
You should then see a add2vals link in the Last Successful Artifacts section.
Click the link to download the standalone executable file to your browser’s "Downloads" directory.
Back in your operating system’s terminal prompt, cd
to your browser’s "Downloads" directory.
Make the add2vals
file executable - i.e. chmod a+x add2vals
Run the command ./add2vals
and follow the instructions provided by your app.
Well done! You’ve just used Jenkins to build a simple Python application!
The "Build", "Test" and "Deliver" stages you created above are the basis for building more complex Python applications in Jenkins, as well as Python applications that integrate with other technology stacks.
Because Jenkins is extremely extensible, it can be modified and configured to handle practically any aspect of build orchestration and automation.
To learn more about what Jenkins can do, check out:
The Tutorials overview page for other introductory tutorials.
The User Handbook for more detailed information about using Jenkins, such as Pipelines (in particular Pipeline syntax) and the Blue Ocean interface.
The Jenkins blog for the latest events, other tutorials and updates.
If you want to clean up your environment, you can stop the containers with docker compose down -v --remove-orphans
.
Please submit your feedback about this page through this quick form.
Alternatively, if you don't wish to complete the quick form, you can simply indicate if you found this page helpful?
See existing feedback here.