https://blog.thoughtparameters.com/tags/python/ Recent content in Python on Thought Parameters LLC Blog Hugo en-us Tue, 18 Aug 2026 22:01:35 +0000 https://blog.thoughtparameters.com/post/nuitka_windows_cross_platform_compilation/ Tue, 18 Aug 2026 02:00:00 -0700 https://blog.thoughtparameters.com/post/nuitka_windows_cross_platform_compilation/ <h2 id="nuitka-on-windows-building-native-python-executables">Nuitka on Windows: Building Native Python Executables</h2> <p>Nuitka on Windows produces genuine <code>.exe</code> binaries — not CPython bundled in a zip archive. The compilation requires a C compiler (either MSVC or MinGW64), and Windows introduces several platform-specific constraints that don&rsquo;t exist on Linux or macOS.</p> <p>This guide covers the complete workflow: compiler setup, platform-specific flags, UPX compression, code signing, and GitHub Actions multi-platform builds that produce Windows, Linux, and macOS artifacts from the same pipeline.</p> https://blog.thoughtparameters.com/post/nuitka_docker_containerization/ Tue, 18 Aug 2026 01:00:00 -0700 https://blog.thoughtparameters.com/post/nuitka_docker_containerization/ <h2 id="nuitka--docker-building-minimal-compiled-python-containers">Nuitka + Docker: Building Minimal, Compiled Python Containers</h2> <p>A standard Python Docker image for a FastAPI application typically ranges from 150 MB to 1 GB, depending on the base image and dependencies. A Nuitka-compiled equivalent can drop to under 40 MB using a distroless base, with faster startup and no Python interpreter exposed in the container.</p> <p>This guide covers the multi-stage build pattern that makes this work reliably.</p> https://blog.thoughtparameters.com/post/nuitka_vs_pyinstaller_python_packaging/ Tue, 18 Aug 2026 00:00:00 -0700 https://blog.thoughtparameters.com/post/nuitka_vs_pyinstaller_python_packaging/ <h2 id="nuitka-vs-pyinstaller-vs-cx_freeze-which-python-packager-wins-in-2026">Nuitka vs PyInstaller vs cx_Freeze: Which Python Packager Wins in 2026?</h2> <p>Distributing a Python application without requiring users to install Python—or without exposing your source code—requires a packaging tool. Three tools dominate this space: <strong>Nuitka</strong>, <strong>PyInstaller</strong>, and <strong>cx_Freeze</strong>. Each takes a fundamentally different approach, and choosing the wrong one costs you startup time, binary size, or runtime stability.</p> <p>This guide cuts through the marketing and gives you the technical detail needed to make an informed decision.</p> https://blog.thoughtparameters.com/post/nuitka_packaging_for_web_frameworks/ Sat, 26 Jul 2025 22:27:11 -0700 https://blog.thoughtparameters.com/post/nuitka_packaging_for_web_frameworks/ <figure><img src="https://blog.thoughtparameters.com/images/compiling_newspapers.jpg" alt="Compiling Newspapers" width="100%"> </figure> <h2 id="guide-to-compiling-python-web-frameworks-with-nuitka"><strong>Guide to Compiling Python Web Frameworks with Nuitka</strong></h2> <p>Unlock simplified deployment for Python web apps. This guide details compiling Flask, FastAPI, and Django with Nuitka and automating cross-platform releases with GitHub Actions, from executables to DEB/RPM packages.</p>