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Quick Overview
Chaquopy is a Python SDK for Android that allows developers to seamlessly integrate Python code into their Android applications. It enables the use of Python libraries and scripts within Android apps, bridging the gap between Python's extensive ecosystem and Android's native capabilities.
Pros
- Allows use of Python libraries and scripts in Android apps
- Supports both Python and Java/Kotlin interoperability
- Includes a comprehensive set of pre-built Python packages
- Provides easy integration with existing Android development workflows
Cons
- May increase app size due to inclusion of Python runtime
- Performance overhead compared to native Java/Kotlin code
- Limited to Python 3.8 as of the latest version
- Potential learning curve for developers new to Python-Android integration
Code Examples
- Basic Python-Java interaction:
from com.chaquo.python import Python
def greet(name):
return f"Hello, {name} from Python!"
# This function can be called from Java/Kotlin
- Using a Python library in Android:
import numpy as np
def process_data(data):
arr = np.array(data)
return np.mean(arr), np.std(arr)
# This function can process data using NumPy and return results to Java/Kotlin
- Accessing Android APIs from Python:
from android.widget import Toast
from android.app import Activity
def show_toast(message):
activity = Python.getPlatform().getApplication().getCurrentActivity()
Toast.makeText(activity, message, Toast.LENGTH_SHORT).show()
# This function can be called from Python to display an Android toast
Getting Started
- Add Chaquopy to your Android project's
build.gradle
:
buildscript {
repositories {
maven { url "https://chaquo.com/maven" }
}
dependencies {
classpath "com.chaquo.python:gradle:13.0.0"
}
}
apply plugin: 'com.chaquo.python'
- Configure Python in your app's
build.gradle
:
android {
defaultConfig {
ndk {
abiFilters "armeabi-v7a", "arm64-v8a", "x86", "x86_64"
}
python {
pip {
install "numpy"
}
}
}
}
- Start using Python in your Android app:
import com.chaquo.python.Python
// In your Activity or Fragment
val py = Python.getInstance()
val module = py.getModule("your_python_module")
val result = module.callAttr("your_python_function", arg1, arg2)
Competitor Comparisons
Tools to support converting a Python project into a standalone native application.
Pros of Briefcase
- Supports multiple platforms (iOS, Android, Windows, macOS, Linux, Web)
- Provides a unified build system for cross-platform development
- Integrates well with other BeeWare tools for a complete ecosystem
Cons of Briefcase
- Steeper learning curve for developers new to cross-platform development
- May have limitations in accessing certain platform-specific features
- Smaller community compared to some platform-specific tools
Code Comparison
Briefcase (packaging a Python app):
briefcase new
briefcase create
briefcase run
Chaquopy (integrating Python in Android):
Python.start(new AndroidPlatform(this));
Python py = Python.getInstance();
PyObject module = py.getModule("mymodule");
Key Differences
- Briefcase focuses on cross-platform deployment, while Chaquopy specializes in Android-Python integration
- Briefcase uses pure Python for development, whereas Chaquopy allows mixing Java/Kotlin with Python
- Briefcase provides a complete app packaging solution, while Chaquopy is more focused on embedding Python in existing Android projects
Use Cases
- Choose Briefcase for developing cross-platform apps with a single Python codebase
- Opt for Chaquopy when integrating Python functionality into existing Android applications or leveraging Android-specific features
A Python native, OS native GUI toolkit.
Pros of Toga
- Cross-platform support for desktop and mobile applications
- Native UI components for a more authentic look and feel
- Active community and ongoing development
Cons of Toga
- Steeper learning curve for beginners
- Limited documentation compared to Chaquopy
- Smaller ecosystem of third-party packages
Code Comparison
Toga example:
import toga
def button_handler(widget):
print("Hello, World!")
def build(app):
box = toga.Box()
button = toga.Button('Hello World', on_press=button_handler)
box.add(button)
return box
if __name__ == '__main__':
app = toga.App('First App', 'org.example.first', startup=build)
app.main_loop()
Chaquopy example:
from android.widget import Button
from android.view import View
class MainActivity(PythonActivity):
def onCreate(self):
super().onCreate()
button = Button(self)
button.setText("Hello World")
button.setOnClickListener(View.OnClickListener({
"onClick": lambda v: print("Hello, World!")
}))
self.setContentView(button)
Both Toga and Chaquopy offer solutions for developing Python applications on mobile platforms, but they differ in their approach and target platforms. Toga focuses on cross-platform development with native UI components, while Chaquopy specializes in integrating Python into Android applications. The choice between them depends on the specific requirements of your project and target platforms.
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Chaquopy: the Python SDK for Android
Chaquopy provides everything you need to include Python components in an Android app, including:
- Full integration with Android Studio's standard Gradle build system.
- Simple APIs for calling Python code from Java/Kotlin, and vice versa.
- A wide range of third-party Python packages, including SciPy, OpenCV, TensorFlow and many more.
To get started, see the documentation.
Repository layout
This repository contains the following components:
product/gradle-plugin
contains the Chaquopy Gradle plugin.product/runtime
contains the Chaquopy runtime libraries.target
contains build scripts for Python and its supporting libraries.server/pypi
contains build scripts for third-party Python packages.
Build
For build instructions, see the README files in each subdirectory. All build outputs
are stored in the maven
directory.
To use this repository to build an app, edit the repositories
block in your
settings.gradle
or build.gradle
file to declare your
repository
before mavenCentral
. Either an HTTP URL or a local path can be used.
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