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Getting started with PyScript
To start developing a PyScript, like with most applications development, you need a development environment where you write your code, a way to install the programming libraries and dependencies your code needs, and way to build and distribute your application.
Luckily, PyScript makes many of these steps much easier.
Requirements
To visualize a PyScript application, users only need a modern web browser.
To distribute a PyScript application, the only requirement is for the application to be hosted somewhere a browser can reach.
To create a PyScript application, users need a Development Environment, often also called IDE where they can write their code.
Note: The easiest way to get the a full PyScript development environment and application hosting setup in seconds, is to use pyscript.com on your browser. It is a free service that helps users create new projects from pre-created templates already structured using best practices allowing user to edit, preview and deploy their apps with just a link, all in the same place.
Development Environment
Like most software platforms, PyScript requires a development environment where the user can write their applications. This means an editor where to edit files, installing all dependencies needed by the application and setting everything up so that the application can be build and distributed. PyScript simplify these aspects for the user, reducing these needs to an editor, a browser and ways to serve your application files.
PyScript does not require any specific development environment other than a web browser (we recommend using Chrome) and a text editor (IDE) that authors can use to write their applications. Users are free to choose according to their preference. We recommend picking youR favorite browser and IDE, or using pyscript.com (that includes an editor in the browser itself).
Note: If you're using VSCode, the Live Server extension can be used to reload the page as you edit the HTML file.
Installation
There is no PyScript specific installation required in your system to start using PyScript in your browser. All you need to do is to simply add a reference in your application code to where your application should get PyScript from.
If you are not an experienced developer and it all sounds very complicated, don't worry, we'll get you through it in the following steps.
Application Development Phases
Just like with any Web Application, the development lifecycle of an application in 2 phases:
- development: this is where authors write their files and application logic
- deployment: in order to open your application in a browser, your application files need to be "uploaded" to a web server that is able to share your application with the right format when it's requested by a browser. This is also deferret to as "serving" web page.
Before we get into the development topic and have some fine writing our first applications, let's talk about
how to serve a pyscript application.
Serving your application
While browsers are also capable of opening files from the users local system, it is not recommended because, for security reasons, browsers will forbid and disable many features when accessing files this way. (In this is the case, you may see your Python code in the text of the webpage, and the browser developer console may show an error like "Cross origin requests are only supported for HTTP.")
In short, when browsers visualize a web page, they expect them to be served by a web server.
Serving your application from your computer
There are many ways you can initiate a local web server to serve files. We'll only cover one of them,
using Python.
Assuming you have Python installed in your system, cd in your application folder and run
the following python command:
python3 -m http.server
Serving your application from a web server
If there are many ways to serve a web application from your computer, there are many more options on how to serve your application from a hosting service on the internet. We will not cover this in detail and only suggest users to look into:
- pyscript.com as it's a free service and makes the process of authoring and serving an application almost transparent.
- github pages as it's a free service and Github is a very popular service adopted by developers.
For the rest of this documentation, we'll be presenting examples and snippets and host them on pyscript.com.
Basic Application Concepts
While we'll cover PyScript concepts and APIs more thoroughly in the PyScript Concepts and PyScript User Guide sections, it's important to understand the basics.
PyScript is a Software Platform that enables users to write Python Applications that run in the Browser, with a simple and user friendly interface. For this reason, it aims to have a small and intuitive interface that triest to enable users while staying out of the way. In fact, there are 3 main parts of a PyScript application:
- Presentation: Usually this is managed in a
htmlfile and is also where we specify that `PyScript`` needs to be loaded into the application. - Configuration: where users can define their dependencies, assets to be downloaded, etc. PyScript configuration
files in
TOMLorJSONformats - Code Logic: These are typically Python files that host the application code. PyScript allows users to run these
through special
htmltags (such as<script type="py">or<py-script>) properly placed in theirhtmlfile.
The html file acts as the entry point and center of gravity of an application.
Writing your first PyScript application
As we hinted earlier, writing a PyScript application means writing a web application that
can run code writted in Python (and other languages) on the web. This means that creating
PyScript applications starts in a very similar way to web applications: from an html file.
Let's start from the most basic and popular "first application example" possible, a "Hello, world!" application! In this case we will:
- Write an
htmlfile that is the main entry point for our application. - Load
pyscriptin our application by using:<script type="module" src="https://esm.sh/@pyscript/core@latest/core.js"></script> - Skip a configuration file for our projects and use the default since we won't need to install any additional dependencies.
- Add a
<py-script>tag to use as entrypoint for our Python code, that will be executed when the page loads.
NOTE: We highly recommend users to reproduce and interact with the examples below on their own on pyscript.com or with their favorite Development Environment setup.
First, create a new file called hello.html and paste in the following content and open it in your web browser.
Hint: In the example below, click on the ➕ icon to read hints about specific sections in the code examples
<!DOCTYPE html>
<html>
<head>
<meta charset="utf-8" />
<meta name="viewport" content="width=device-width,initial-scale=1" />
<title>My First PyScript APP: Hello World!</title>
<script type="module" src="https://esm.sh/@pyscript/core@latest/core.js"></script> <!-- (1) Load PyScript -->
</head>
<body>
<!-- (2) In this case were using the default config, so don't need to specify a `<py-config>` tag -->
<!-- (3) run the code in the `main.py` file -->
<py-script src="main.py"></py-script>
</body>
</html>
- ⚡️ we use a
<script>tag to loadPyScriptin theheadof ourHTMLdocument so it can load as soon as possible - if needed to install any packages we could load a config in this point, so that any python code can have their dependencies installed before they run
- 🐍 the code in
main.pywill run inside the defaultPythoninterpreter as soon as it's ready
and create a new main.py file with the following code:
from pyscript import display # (1)
print('Hello, World!') # print "Hello, World!" to the console
display('Hello, World!') # displays "Hello, World!" in the main page
- pyscript provides the
displayfuncition that can be used to display any variable on the page, while the Pythonprintstatement will automatically print objects on the browserconsole.
open this example on pyscript.com
When you open application in your browser, you should see Hello, World! printed in your page and in your Javascript Console
(if you are new to web development and don't know what it means yet, don't worry,t, we'll get into that later).
Easy, right?
Using files vs. inline code
In the example above we wrote our Python code for the application logic in a separate file called main.py.
While this is a best practive and recommended, PyScript also allows users to write their code in the
html file, within the pyscript tag. In this case, if we rewrote the same example in a single file using
this feature, we'd have the following:
<!DOCTYPE html>
<html>
<head>
<meta charset="utf-8" />
<meta name="viewport" content="width=device-width,initial-scale=1" />
<title>My First PyScript APP: Hello World!</title>
<script type="module" src="https://esm.sh/@pyscript/core@latest/core.js"></script> <!-- Load PyScript -->
</head>
<body>
<!-- In this case were using the default config, so don't need to specify a `<py-config>` tag -->
<!-- (1) run the code that is defined within the <script type="py"> tag-->
<script type="py" src="main.py">
from pyscript import display # (1)
print('Hello, World!') # print "Hello, World!" to the console
display('Hello, World!') # displays "Hello, World!" in the main page
</script>
</body>
</html>
- 🐍 Noticed anything different? Yes, we are passing the python code within the tag itself instead
of a separate
main.pyfile.
open this example on pyscript.com
If you noticed, above we are using <script type="..."> instead of <py-script>. That is another way you
can run code logic in PyScript. The reason we are using script in this case is that the <py-script>
does not support inline code due to how the browser treats one vs. the other. For all use cases where
the code is defined in a separate file, both tags are equivalent
⚠️ Important: While very convenient, we recommend always defining your code in a separate
.py file as a best practice for the following reasons:
- editors don't have good support for inline code
- it's really hard to test, lint or QA code define within tags
- code can be easily exported
- both your
htmlandpythoncode will be easier to read and better organized
A more complex example
Now that we know how you can create a simple 'Hello, World!' example, let's use everything we've learned above see a more complex example.
Setting up the base index file
Just like before, let's create a new html file that will contain our application template
and interface. We'll call this file index.html and add the following content:
<!DOCTYPE html>
<html>
<head>
<meta charset="utf-8" />
<meta name="viewport" content="width=device-width,initial-scale=1" />
<title>Ice Cream Picker</title>
<script type="module" src="https://esm.sh/@pyscript/core@latest/core.js"></script> <!-- (1) Load PyScript -->
</head>
<body>
<py-config src="pyscript.toml"></py-config>
<!-- (3) run the code in the `main.py` file -->
<py-script src="main.py"></py-script>
<div id="input" style="margin: 20px;">
Select your 🍨 flavour: <br/>
<input type="radio" id="all" name="flavour" value="ALL">
<label for="all"> All 🍧</label>
<input type="radio" id="chocolate" name="flavour" value="COCOA">
<label for="chocolate"> Chocolate 🍫</label>
<input type="radio" id="cherry" name="flavour" value="CHERRIES">
<label for="cherry"> Cherries 🍒</label>
<input type="radio" id="berries" name="flavour" value="BERRY">
<label for="berries"> Berries 🍓</label>
<input type="radio" id="cheese" name="flavour" value="CHEESE">
<label for="cheese"> Cheese 🧀</label>
<input type="radio" id="peanut" name="flavour" value="PEANUT">
<label for="peanut"> Peanut 🥜</label>
</div>
<div id="graph-area"></div>
</body>
</html>
This creates a solid base for our application and we are ready to start adding the elements we need for our application.
Importing the needed libraries
For this example, we will need to install pandas and matplotlib. We can install libraries using the <py-config> tag
we already added to the index.html file above. All we have to do now is to create the pyscript.toml file with the
right dependencies:
packages = ["matplotlib", "pandas"]
For more information on the configuration files, please refer to the <py-config> documentation
Importing and plotting the data
Now that we have installed the needed libraries, we can import and explore the data. In this step, we need
to create a <py-script> tag to import our dependencies, read the data with pandas and then use py-repl
to explore the data.
You may want to read the <py-script> documentation for more information about it.
import pandas as pd
import matplotlib.pyplot as plt
from pyodide.http import open_url
from pyodide.ffi import create_proxy
from pyscript import display
import js
url = (
"https://raw.githubusercontent.com/Cheukting/pyscript-ice-cream/main/bj-products.csv"
)
ice_data = pd.read_csv(open_url(url))
current_selected = []
flavour_elements = js.document.getElementsByName("flavour")
def plot(data):
plt.rcParams["figure.figsize"] = (22,20)
fig, ax = plt.subplots()
bars = ax.barh(data["name"], data["rating"], height=0.7)
ax.bar_label(bars)
plt.title("Rating of ice cream flavours of your choice")
display(fig, target="graph-area", append=False)
def select_flavour(event):
for ele in flavour_elements:
if ele.checked:
current_selected = ele.value
break
if current_selected == "ALL":
plot(ice_data)
else:
filter = ice_data.apply(lambda x: ele.value in x["ingredients"], axis=1)
plot(ice_data[filter])
ele_proxy = create_proxy(select_flavour)
for ele in flavour_elements:
if ele.value == "ALL":
ele.checked = True
current_selected = ele.value
ele.addEventListener("change", ele_proxy)
plot(ice_data)