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Runcell posts tagged “benchmark”

PyInstaller vs Nuitka vs cx_Freeze: A Measured Packaging Benchmark (Build Time, Size, Launch Time)

Three probe scripts (stdlib, pandas, matplotlib) built five ways — PyInstaller onedir and onefile, Nuitka standalone and onefile, cx_Freeze — then launched six times each, on macOS. Onefile builds cost 3–36 seconds on every launch, PyInstaller's matplotlib builds rebuild the font cache each run, and Nuitka's folder builds take 5–10× longer than PyInstaller's without a smaller folder for the pandas and matplotlib scripts.Read More →

Jupyter to PDF: A Measured Fidelity Benchmark of nbconvert's Three Export Paths

Nine probe notebooks, three export paths, twenty-seven conversion attempts, and a count of what actually survives into each PDF. The LaTeX route keeps every column of a wide DataFrame and drops four of eight Unicode strings; the browser routes do the reverse, and clip a long source line as well.Read More →

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