Language V1.11.5 The Julia Project April 15, 2025Contents Contents i I Manual 1 1 Julia 1.11 Documentation 2 1.1 Important Links . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 226 18 Documentation 231 18.1 Accessing Documentation . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 231CONTENTS iv 18.2 Writing Documentation . . . . . . . . . . . . Reflection . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 683 42.18 Documentation . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 694 42.19 Code loading

Tornado does not use the APIs that are necessary for scalable networking on Windows). Documentation This documentation is also available in PDF and Epub formats [https://readthedocs.org/projects/tornado/downloads/] License, Version 2.0 [http://www.apache.org/licenses/LICENSE-2.0.html]. This web site and all documentation is licensed under Creative Commons 3.0 [https://creativecommons.org/licenses/by/3.0/].User’s coroutines when compatibility with older versions of Python is required. Examples in the Tornado documentation will generally use the native form. Translation between the two forms is generally straightforward:

Tornado Documentation Release 6.5.1 The Tornado Authors May 22, 2025CONTENTS 1 Quick links 3 2 Hello, world 5 3 Threads and WSGI 7 4 asyncio Integration 9 5 Installation 11 6 Documentation 13 6 . . . . . 165 7 Discussion and support 255 Python Module Index 257 Index 259 iiiTornado Documentation, Release 6.5.1 Tornado is a Python web framework and asynchronous networking library, originally and other applications that require a long-lived connection to each user. CONTENTS 1Tornado Documentation, Release 6.5.1 2 CONTENTSCHAPTER ONE QUICK LINKS • Current version: 6.5.1 (download from PyPI

semi-borderless capital…all driving massive change. Sport provides a good analogy for AI’s constant improvements. As athletes continue to wow us and break records, their talent is increasingly enhanced by better Breakthroughs in large models, cost-per-token declines, open-source proliferation and chip performance improvements are making new tech advances increasingly more powerful, accessible, and economically viable algorithms, based on how much computing power you'd need to reach top performance without any improvements. Source: Epoch AI (3/24) Impact of Improved Algorithms on AI Model Performance – 2014-2023, per

resilient systems with higher degrees of assurance 3. Ch. 20 – Convert Local Discoveries into Global Improvements a. USE CHAT ROOMS AND CHAT BOTS TO AUTOMATE AND CAPTURE ORGANIZATIONAL KNOWLEDGE i. ChatOps AUTOMATED TESTS AS DOCUMENTATION AND COMMUNITIES OF PRACTICE i. Ensure automated tests demonstrate use and behavior of libraries and components ii. Test suite becomes the living documentation of the system Goal is focused improvement on daily work, not experimentation and innovation iii. Demo back improvements at the completion of the blitz iv. Empower those closest to the work to continually identify

potential implications, or to merely rubber stamp their approvals c. Creating large volumes of documentation of questionable detail which become obsolete shortly after they are written d. Pushing large ideas don’t work and reinforcing those that do3. local learnings are rapidly turned into global improvements, so that new techniques and practices can be used by the entire organization iii. ENABLING THE IMPROVEMENT OF DAILY WORK 1. Mike Rother observed in Toyota Kata that in the absence of improvements, processes don’t stay the same—due to chaos and entropy, processes actually degrade over time

0-DEV.639 The Julia Project May 27, 2025Contents Contents i I Manual 1 1 Julia 1.13-DEV Documentation 2 1.1 Important Links . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 228CONTENTS iv 18 Documentation 232 18.1 Accessing Documentation . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 232 18.2 Writing Documentation . . . . . . . . . . . . . . . Reflection . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 717 43.18 Documentation . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 728 43.19 Code loading

0-beta4 The Julia Project June 6, 2025Contents Contents i I Manual 1 1 Julia 1.12-beta4 Documentation 2 1.1 Important Links . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 228 18 Documentation 232 18.1 Accessing Documentation . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 232CONTENTS iv 18.2 Writing Documentation . . . . . . . . . . . . Reflection . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 714 43.18 Documentation . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 725 43.19 Code loading

0-beta3 The Julia Project May 14, 2025Contents Contents i I Manual 1 1 Julia 1.12-beta3 Documentation 2 1.1 Important Links . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 228 18 Documentation 232 18.1 Accessing Documentation . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 232CONTENTS iv 18.2 Writing Documentation . . . . . . . . . . . . Reflection . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 714 43.18 Documentation . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 725 43.19 Code loading

12.0-rc1 The Julia Project July 14, 2025Contents Contents i I Manual 1 1 Julia 1.12-rc1 Documentation 2 1.1 Important Links . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 228 18 Documentation 232 18.1 Accessing Documentation . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 232CONTENTS iv 18.2 Writing Documentation . . . . . . . . . . . . Reflection . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 715 43.18 Documentation . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 726 43.19 Code loading