The mobile industry has long been associated with native languages like Kotlin or Java, but for millions of developers who speak Pythonit is possible to create full-fledged Androidapplications without a deep dive into platform-specific ones languages. Using Python can significantly reduce the time of writing code and use a huge base of existing libraries, which is especially important for prototyping and creating utilities.
Creating APKfiles in Python requires an understanding of the architecture of cross-platform frameworks that translate your code into instructions that are understandable for the Android system. Although Python is not a native language for the operating system, modern compilation tools can effectively bypass runtime limitations. This opens the door for those who want to automate tasks or release their first project in Google Play.
In this article we will analyze the entire process in detail: from choosing a suitable framework to the final assembly of the installation package. You will learn about the nuances of working with GUI on mobile devices and understand in which cases it is advisable to use Python instead of traditional development methods.
Choosing a tool: Kivy, BeeWare or other frameworks
The first and most critical step is to choose the right framework, as this is what determines how your application will look and work. The most popular solution at the moment remains Kivy - this is an open-source library that allows you to create multi-touch applications with your own interface rendering. It doesn't rely on Android's native widgets, which ensures a consistent look and feel on all devices, but requires coding the interface in the language KV or Python.
An alternative is Project BeeWare (Toga), which strives to use each platform's native controls. This means that your app will look native on Android, iOS, or Windows, but BeeWare's mobile device support is still under active development and may be less stable than Kivy.
There are other options, such like Flet or PyQt, but they have their limitations when assembled for mobile platforms. For example, PyQt requires a commercial license for proprietary projects, while Flet is more focused on web interfaces running inside a WebView. The choice depends on whether you need a native look or a custom design.
- ๐ Kivy โthe most mature library with a huge community and ready-made recipes for building APKs.
- ๐ BeeWare โthe choice for those for whom the native appearance of the interface is critical.
- ๐จ Flet โgreat for creating interfaces based on Flutter, but managed through Python.
- ๐ฑ PyQt is a powerful tool, but difficult to configure for mobile devices and licensing.
โ ๏ธ Attention: Not all Python libraries are compatible with mobile compilers. If your project depends on heavy computing libraries (for example, NumPy, Pandas), make sure that the selected framework supports their compilation for the ARM architecture.
Preparing the environment and installing dependencies
Before writing the first line of code, you need to set up your development environment correctly. You will need to install yourself Python (version 3.8 or higher is recommended), a package manager pip and, preferably, a virtual environment venv to isolate project dependencies. This will prevent library version conflicts between different projects on your computer.
To work with Kivy, you need to install additional system dependencies. On Windows this is often done through the Kivy installer, on macOS you use Homebrew, and on Linux you use the distribution's package manager (apt, yum). The key component is Cythonwhich is necessary to compile Python code into C code, which significantly speeds up the application on mobile devices.
Use the python -m venv venv command to create a clean environment to avoid polluting global system packages.
After installing the basic components, you need to install the framework itself. For Kivy, the command will look like a standard pip package installation, but with dependencies pre-installed. It is important to keep track of versions: new versions of Python may not yet be supported by the latest stable releases of libraries.
pip install --upgrade pip setuptools wheelpip install kivy
pip install buildozer
Special attention should be paid to installation Buildozer (for Linux/macOS) or python-for-android (for Windows). Buildozer automates the build process by downloading the necessary SDK and NDK tools automatically, which greatly simplifies the life of the developer.
Creating the first interface on Kivy
Interface development in Kivy differs from the usual desktop frameworks. It uses the concept of widgets and Layouts, which control the positioning of elements. You can describe the interface directly in Python code, but to separate the logic and appearance it is better to use markup language KV.
The basic structure of an application always starts with a class Appwhich is the entry point. Inside a method build() you return the root widget, which will be displayed on the screen. If you are using a KV file, Kivy will automatically find a class with the appropriate name and apply the styles described in the file.
โ๏ธ Checking the application structure
It is important to understand the difference between Widget and Layout. A widget is an element (button, label, image), and Layout is a container that determines how these elements will be arranged (in a row, in a column, floating). Incorrect use of Layout can lead to the interface โmovingโ on screens with different resolutions.
- ๐ BoxLayout โ arranges elements in one row or column, ideal for menu buttons.
- ๐ฆ GridLayout โ creates a grid, useful for calculators or image galleries.
- ๐ FloatLayout โ allows you to place elements in arbitrary coordinates, using percentages of the screen size.
- ๐ ScreenManager โ controls navigation between different โscreensโ within one application.
Widget properties are used for styling, such as size_hint and pos_hint. They allow you to set the sizes of elements not in pixels, but in fractions of the parent container, which is the basis of responsive design.
Setting up Buildozer.spec for compilation for Android
The most difficult stage for beginners is file configuration buildozer.spec. This file contains all the build parameters: from the name of the application and package to the list of required permissions and libraries. An error in this file often leads to a build failure or an application crash on startup.
In the section [app] you specify title (name visible to the user) and package.name (unique identifier, for example, com.example.myapp). Pay special attention to the field requirements: This should list all the Python libraries you use, including kivy, pillow (if you work with images) and requests (for working with the network).
| Parameter | Description | Example value |
|---|---|---|
| title | Application display name | My Python App |
| package.name | Package name (no spaces) | myapp |
| orientation | Screen orientation | portrait, landscape |
| android.permissions | Requested access rights | CAMERA, INTERNET |
| p4a.bootstrap | Type bootloader | sdl2 |
Access rights are also configured in this file. If your application needs internet, camera or file system access, you must explicitly specify this in the android.permissionsparameter. Without this, Android will block access to the corresponding device functions, even if the code is written correctly.
โ ๏ธ Attention: Command line interfaces and SDK/NDK versions may be updated. Always check the official Buildozer documentation for changes in the required Java or Android API versions before starting the build.
APK building process and debugging on the device
After setting the configuration, the build process begins. The command buildozer android debug will start a long process of downloading the tools (SDK, NDK, ant), compiling the Python code into native code and packaging everything into an APK file. The first launch may take considerable time (from 10 to 30 minutes) depending on the Internet speed and computer power.
For debugging on a real device, you need to enable Developer mode on your smartphone and activate USB debugging. Connect your phone to your computer with a cable. Buildoizer will automatically detect your device, install the app on it, and launch it. Application operation logs will be output to the terminal console in real time.
What to do if the build fails with an error?
A common reason is incompatibility between Python versions or the lack of 32-bit libraries in the system. Try clearing the .buildozer folder and starting the build again, carefully reading the last lines of the log before the error.
If the application starts but immediately closes (crash), the problem often lies in the import of libraries that were not specified in buildozer.spec, or in an attempt to use modules that are not supported on Android (for example, tkinter or pywin32). Logs logcat will help find the exact cause of the failure.
For the final release version, the command buildozer android releaseis used. It requires the presence of keystore (signature key). Keep this key in a safe place: without it, you will not be able to update your application on Google Play in the future, since the signatures must match.
Limitations and performance of Python on Android
You cannot ignore the fact that Python on Android is slower than native code. The Python interpreter consumes more RAM, and the application startup time (cold start) will be higher than its counterparts in Java or Kotlin. This is important to consider if you plan to create resource-intensive games or applications with heavy graphics.
In addition, the size of the final APK file will be quite large (often more than 20-30 MB), since all the necessary Python runtime and libraries are packaged with the application. For simple utilities this is not critical, but for light applications it can be noticeable.
Python is ideal for backend logic, prototypes and utilities, but may not be optimal for high-performance 3D graphics or complex animations.
Nevertheless, Python's performance is quite sufficient for many tasks. Smart home control applications, API clients, educational apps and business tools work stably. The main thing is to optimize the code and not block the main thread (UI thread) with heavy calculations.
- ๐ Pros: Fast development, cross-platform, access to AI/ML libraries.
- ๐ข Cons: Large APK size, slow start, higher battery consumption.
- ๐ Tools: Kivy and BeeWare are constantly improving rendering performance.
Is it possible to publish Python application on Google Play?
Yes, you can. Google Play accepts any APK files, regardless of the language in which they are written, as long as they comply with security rules and do not contain malicious code. The main thing is to correctly sign the application with the release key.
Do you need to know Java or Kotlin to develop in Python?
Basic knowledge will not hurt, especially for understanding the Android structure (Activity, Permissions, Manifest), but you do not need to write code in them. All logic and interface are implemented in Python.
Do libraries like TensorFlow or OpenCV work?
Yes, many popular libraries are supported through recipes in python-for-android. However, enabling them may require additional configuration in the spec file and will increase the size of the application.
What is the minimum version of Android supported?
Usually Kivy and related tools support Android versions starting from 4.1 (API 16), but for modern app stores it is recommended to focus on Android 5.0 and higher, since older versions lose support.
Can Python be used to create games?
Yes, Kivy was originally created with a focus on games. However, for complex 3D projects, engines like Godot (which also has Python/GDScript support) or Unity are better suited. Kivy is good for 2D and casual games.