![]() ![]() Macros converted to static inline functions Py_UNICODE encoder APIs have been removed Many legacy standard library modules have been deprecated and will be removed in Python 3.13 Important deprecations, removals and restrictions: PEP 655: Marking individual TypedDict items as required or not-required Variable to disable automatically prepending potentially unsafe paths to sys.path ![]() New -P command line option and PYTHONSAFEPATH environment PEP 657: Fine-grained error locations in tracebacks Support for parsing TOML in the Standard Library PEP 678: Exceptions can be enriched with notes On average, we measured a 1.25x speedup on the standard benchmark suite. Python 3.11 is between 10-60% faster than Python 3.10. This article explains the new features in Python 3.11, compared to 3.10.įor full details, see the changelog. I don’t see any speedups in my workload.How should I write my code to utilize these speedups?.PEP 659: Specializing Adaptive Interpreter.PEP 655: Marking individual TypedDict items as required or not-required.PEP 678: Exceptions can be enriched with notes.PEP 657: Fine-grained error locations in tracebacks.It can restore data from deleted partitions and unerase files removed from the Recycle Bin. This data recovery suite can recover information from formatted disks and disks that suffered a virus attack. Magic Data Recovery Pack is quick and easy to use thanks to a Windows Explorer-like user interface and simple click-by-click operation. The photo recovery tool will restore lost images from hard drives and all other types of media, even directly from digital cameras. The image recovery module undeletes digital pictures and RAW files directly from digital cameras. Magic Data Recovery Pack includes a special tool specifically designed to recover digital pictures. The data recovery suite undeletes files and recovers data from all kinds of media, including hard disks, USB and flash drives, flash memory cards, and even MP3 players and digital cameras connected via a USB cord. ![]() Supporting all 32-bit and 64-bit versions of Windows and all types of file systems, Magic Data Recovery Pack will recover files from partitions formatted with FAT12/16/32, NTFS (NT4) and NTFS5 (2000, XP, Vista, and Windows 7). Combining two useful tools, Magic Uneraser and Magic Photo Recovery, into one convenient package, the Magic Data Recovery Pack is the most effective and cost-efficient data recovery solution on the market. ![]()
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