From Swift Import Python

From Swift Import Python

Run Python scripts in your SwiftUI codebases. Python for long has established itself as the undisputed leader of data science. But as the size of data continues to increase, Python’s shortcomings are getting noticed. Slow speed, limitations in parallelism, and lack of type safety all act as a roadblock in large scale applications.

Python for long has established itself as the undisputed leader of data science. But as the size of data continues to increase, Python’s shortcomings are getting noticed. Slow speed, limitations in parallelism, and lack of type safety all act as a roadblock in large scale applications.

Google is clearly putting its bets on Swift as the future of deep learning. No wonder, they’ve heavily invested in Swift for Tensorflow.

While Python boasts of a huge collection of libraries and shifting away from it won’t be a cakewalk, but still we can leverage its interoperability with Swift.

Yes, you can run python code from swift by using the PythonKit, a framework based on the Python module from the Swift for TensorFlow project.

It’s important to note that Python is not available on iOS. But you can build pretty awesome utility apps for macOS and Linux.


Advantages of PythonKit

  • Your swift codebase gets direct access to the rich set of Python modules and packages.
  • Python developers can easily build macOS apps to run automation scripts and perform numeric computations.
  • Instead of bundling large OpenCV and Tensorflow frameworks in Swift, you can simply install the Python counterparts on your system and use it across all macOS applications that involve PythonKit.

In the next few sections, we’ll see how to setup PythonKit in a SwiftUI macOS application and perform a few interesting tasks.


Adding PythonKit in Your macOS Application

To get started create a new Xcode project with macOS as the target and add the following package dependency using Swift Package Manager:

.package(url: "https://github.com/pvieito/PythonKit.git", .branch("master")),

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