Perhaps one of the most important structures of the Python object system is the structure that defines a new type: the PyTypeObject structure. Type objects can be handled using any of the PyObject_...| Python documentation
Source code: Lib/textwrap.py The textwrap module provides some convenience functions, as well as TextWrapper, the class that does all the work. If you’re just wrapping or filling one or two text st...| Python documentation
Though easy and elegant to use, Python f-strings can be vulnerable to injection attacks when used to construct shell commands, SQL queries, HTML snippets and similar (for example, os.system(f"echo {message_from_user}")). This PEP introduces template lit...| Python Enhancement Proposals (PEPs)
autogen_core.models#| microsoft.github.io
Bases: Protocol| microsoft.github.io
autogen_agentchat.messages#| microsoft.github.io
autogen_agentchat.base#| microsoft.github.io
Bases: ChatAgent, ABC, ComponentBase[BaseModel]| microsoft.github.io
Operators| amaranth-lang.org
Writing plugins¶| docs.pytest.org
Sphinx.connect(event: Literal['config-inited'], callback: Callable[[Sphinx, Config], None], priority: int = 500) → int[source]¶| www.sphinx-doc.org
Bases: _Weakrefable| arrow.apache.org
API Reference| fmt.dev
Represents a client connection that connects to Discord.| discordpy.readthedocs.io
Type Hints| loguru.readthedocs.io
Add a handler sending log messages to a sink adequately configured.| loguru.readthedocs.io
Source code: Lib/email/contentmanager.py Content Manager Instances: Currently the email package provides only one concrete content manager, raw_data_manager, although more may be added in the futur...| Python documentation
Source code: Lib/mailbox.py This module defines two classes, Mailbox and Message, for accessing and manipulating on-disk mailboxes and the messages they contain. Mailbox offers a dictionary-like ma...| Python documentation
Source code: Lib/email/headerregistry.py Headers are represented by customized subclasses of str. The particular class used to represent a given header is determined by the header_factory of the po...| Python documentation
Source code: Lib/asyncio/subprocess.py, Lib/asyncio/base_subprocess.py This section describes high-level async/await asyncio APIs to create and manage subprocesses. Here’s an example of how asyncio...| Python documentation
If you use Python's print() function to get information about the flow of your programs, then logging is the natural next step for you. This tutorial will guide you through creating your first logs and show you ways to curate them to grow with your projects.| realpython.com
Bases: BaseChatAgent, Component[MultimodalWebSurferConfig]| microsoft.github.io
Starting with the 3.13 release, CPython has experimental support for a build of Python called free threading where the global interpreter lock(GIL) is disabled. Free-threaded execution allows for f...| Python documentation
The Python Domain¶| www.sphinx-doc.org
structlog Package: structlog.dev Module: Helpers that make development with structlog more pleasant. See also the narrative documentation in Console Output. structlog.testing Module: Helpers to tes...| structlog
Source code: Lib/email/utils.py There are a couple of useful utilities provided in the email.utils module: The remaining functions are part of the legacy ( Compat32) email API. There is no need to ...| Python documentation
Source code: Lib/email/header.py This module is part of the legacy ( Compat32) email API. In the current API encoding and decoding of headers is handled transparently by the dictionary-like API of ...| Python documentation
Source code: Lib/ipaddress.py ipaddress provides the capabilities to create, manipulate and operate on IPv4 and IPv6 addresses and networks. The functions and classes in this module make it straigh...| Python documentation
There are several ways to present the output of a program; data can be printed in a human-readable form, or written to a file for future use. This chapter will discuss some of the possibilities. Fa...| Python documentation
The quality checks help catch common translator errors, ensuring the translation is in good shape. The checks can be ignored in case of false positives. Once submitting a translation with a failing...| Weblate
A high level console interface.| rich.readthedocs.io
Renders an auto-updating live display of any given renderable.| rich.readthedocs.io
In this tutorial, we are going to discuss some of the ways to remove whitespace characters from our string using various methods and functions.| GeekPython - Python Programming Tutorials
This is the simplest spider, and the one from which every other spider| docs.scrapy.org
Built-in signals reference¶| docs.scrapy.org
Built-in settings reference¶| docs.scrapy.org
The web framework for perfectionists with deadlines.| Django Project
Dask futures reimplements the Python futures API so you can scale your Python futures workflow across a Dask cluster.| docs.dask.org
Python has what is probably the most elegant way of sorting a collection of objects by their attribute values: 1 sorted(people, key=attrgetter("age", "name")) Let’s break it down. sorted() We start with the sorted() function. It returns a new sorted list from the items in its first argument. 1 2 >>> sorted([3, 1, 2]) [1, 2, 3] sorted() also takes an optional key function. key, when provided, is used to extract a comparison key from the items being sorted.| Tamir Bahar
Persistent Connection Providers| web3py.readthedocs.io
Source code: Lib/configparser.py This module provides the ConfigParser class which implements a basic configuration language which provides a structure similar to what’s found in Microsoft Windows ...| Python documentation
Why the Pythonic way of doing emptiness check on sequences is not necessarily ambiguous in most cases| blog.codingconfessions.com
When you learn programming, one of the first things every book and course teaches is how to add two numbers. So, developers working with large data probably don't have to think too much about adding numbers, right? Turns out it's not quite so simple!| CedarDB - The All-In-One-Database
In my opinion, you should only introduce a named tuple to your code when you're updating a preexisting API that was already returning a tuple or you are wrapping a tuple return value from another API. Let's start with when you should use named tuples. Usually an API that returns| Tall, Snarky Canadian
Implements data parallelism at the module level.| pytorch.org
Your Python code is “hands off” - it does not touch any data visualization configuration| maps-docs.highchartspython.com
Gallery examples: Release Highlights for scikit-learn 1.5 Release Highlights for scikit-learn 1.4 Release Highlights for scikit-learn 1.2 Release Highlights for scikit-learn 1.1 Release Highlights ...| scikit-learn
Bases: _Tabular| arrow.apache.org
Understanding the core class design and usage via its evolution| zverok.space
A wrapper for sharding module parameters across data parallel workers.| pytorch.org
`as` is easy, convenient, and maybe not something to use| Anna Hope
Implement distributed data parallelism based on torch.distributed at module level.| pytorch.org
About The Project Trying to stay up to date with the latest security research is challenging. There are countless security blog posts, and interesting academic papers to keep up with. Realistically you don’t have time to sit down and read everything that looks interesting. Wouldn’t it be great to have your own personal “Audible”-esque service to listen to articles as you did chores around the house? This blog post is about integrating AWS’ Text-to-Speech service, “Polly” to gene...| www.archcloudlabs.com
Geocoders| geopy.readthedocs.io
These functions are useful when creating your own extension functions and methods. Additional information and examples are available in Extending and Embedding the Python Interpreter. The first thr...| Python documentation
Mark functions as async. Call them with await. All of a sudden, your program becomes asynchronous – it can do useful things while it waits for...| tenthousandmeters.com
This year’s Advent of Code is just around the corner! I had a lot of fun with these puzzles last year, so in honor of the occasion I thought I would share some of the things I learned over the course of the challenge. For the unfamiliar, Advent of Code is an Advent calendar where a new programming puzzle unlocks each day of December (from the 1st through the 25th). Each puzzle has a part 1 and a part 2, where part 2 is usually a more complicated variation on the first part.| kennethjenkins.net
Source code: Lib/multiprocessing/ Availability: not Android, not iOS, not WASI. This module is not supported on mobile platforms or WebAssembly platforms. Introduction: multiprocessing is a package...| Python documentation
Python can be initialized with Py_InitializeFromConfig() and the PyConfig structure. It can be preinitialized with Py_PreInitialize() and the PyPreConfig structure. There are two kinds of configura...| Python documentation
1. Blog: Accelerating ETL on KubeFlow with RAPIDS Last week a blog post I wrote about running RAPIDS on Kubeflow was published on the NVIDIA Developer Blog.| jacobtomlinson.dev
Happy Holidays and a Happy New Year 2020 readers!| Jack Hacks
Ghostwriter| hypothesis.readthedocs.io
An Enum is a set of symbolic names bound to unique values. They are similar to global variables, but they offer a more useful repr(), grouping, type-safety, and a few other features. They are most ...| Python documentation
Source code: Lib/csv.py The so-called CSV (Comma Separated Values) format is the most common import and export format for spreadsheets and databases. CSV format was used for many years prior to att...| Python documentation
Source code: Lib/json/__init__.py JSON (JavaScript Object Notation), specified by RFC 7159(which obsoletes RFC 4627) and by ECMA-404, is a lightweight data interchange format inspired by JavaScript...| Python documentation
The Unicode standard allows for certain (visually) identical characters to be represented in different ways. For example the character ä may be represented as a single combined codepoint "Latin Small Letter A with Diaeresis" (U+00E4) or by the combination of "Latin Small Letter A" (U+0061) followed by "Combining Diaeresis" (U+0308). The semantic meaning and visual representation is exactly the same, but the codepoints are different. How do you deal with that?| nick.groenen.me
We’re on a journey to advance and democratize artificial intelligence through open source and open science.| huggingface.co
Instances of autocast serve as context managers or decorators that| pytorch.org
Source code: Lib/fractions.py The fractions module provides support for rational number arithmetic. A Fraction instance can be constructed from a pair of integers, from another rational number, or ...| Python documentation
Source code: Lib/codecs.py This module defines base classes for standard Python codecs (encoders and decoders) and provides access to the internal Python codec registry, which manages the codec and...| Python documentation
Source code: Lib/copy.py Assignment statements in Python do not copy objects, they create bindings between a target and an object. For collections that are mutable or contain mutable items, a copy ...| Python documentation
Page provides methods to interact with a single tab in a Browser], or an [extension background page in Chromium. One [Browser] instance might have multiple [Page] instances.| playwright.dev
How to create your own iterator or iterable? In Python, we have two complementary terms: iterator and iterable. An iterable is an object that has an __iter__ method which returns an iterator, or which defines a __getitem__ method that can take sequential indexes starting from zero (and raises an IndexError when the indexes are no longer valid). So, you get the iterator from the iterable object. By default __iter__ always returns self.| blog.orsinium.dev
Gallery examples: Feature agglomeration vs. univariate selection Pipeline ANOVA SVM Recursive feature elimination Poisson regression and non-normal loss Permutation Importance vs Random Forest Feat...| scikit-learn
Base class for all neural network modules.| pytorch.org
Create a new Reader.| reader.readthedocs.io
Editors, Elvis Pranskevichus < elvis@magic.io>, Yury Selivanov < yury@magic.io>,. This article explains the new features in Python 3.6, compared to 3.5. Python 3.6 was released on December 23, 2016...| Python documentation
>>>, The default Python prompt of the interactive shell. Often seen for code examples which can be executed interactively in the interpreter.,,..., Can refer to:- The default Python prompt of the i...| Python documentation
Source code: Lib/contextlib.py This module provides utilities for common tasks involving the with statement. For more information see also Context Manager Types and With Statement Context Managers....| Python documentation
Go's new proposed range over func grammar allows for Python-style context-managers.| Tamir Bahar
Sets of floats are weird, especially when NaNs are involved.| Tamir Bahar
As well as the while statement just introduced, Python uses a few more that we will encounter in this chapter. if Statements: Perhaps the most well-known statement type is the if statement. For exa...| Python documentation
Author, Andrew Dalke and Raymond Hettinger,. Python lists have a built-in list.sort() method that modifies the list in-place. There is also a sorted() built-in function that builds a new sorted lis...| Python documentation
This module implements a number of iterator building blocks inspired by constructs from APL, Haskell, and SML. Each has been recast in a form suitable for Python. The module standardizes a core set...| Python documentation
Floating-point numbers are represented in computer hardware as base 2 (binary) fractions. For example, the decimal fraction 0.625 has value 6/10 + 2/100 + 5/1000, and in the same way the binary fra...| Python documentation
Source code: Lib/os.py This module provides a portable way of using operating system dependent functionality. If you just want to read or write a file see open(), if you want to manipulate paths, s...| Python documentation
See Python Initialization Configuration for details on how to configure the interpreter prior to initialization. Before Python Initialization: In an application embedding Python, the Py_Initialize(...| Python documentation
Source code: Lib/functools.py The functools module is for higher-order functions: functions that act on or return other functions. In general, any callable object can be treated as a function for t...| Python documentation
The Python interpreter has a number of functions and types built into it that are always available. They are listed here in alphabetical order.,,,, Built-in Functions,,, A, abs(), aiter(), all(), a...| Python documentation
Source code: Lib/re/ This module provides regular expression matching operations similar to those found in Perl. Both patterns and strings to be searched can be Unicode strings ( str) as well as 8-...| Python documentation
Source code: Lib/unittest/__init__.py(If you are already familiar with the basic concepts of testing, you might want to skip to the list of assert methods.) The unittest unit testing framework was ...| Python documentation
Most Python programmers don’t spend a lot of time thinking about how equality and hashing works. It usually just works. However there’s quite a bit of gotchas and edge cases that can lead to subtle and frustrating bugs once one starts to customize their behavior – especially if the rules on how they interact aren’t understood.| Hynek Schlawack
In this article, we look at a heuristic for using classes in Python, with examples from real-world code, and some things to keep in mind.| death and gravity
In this article, you'll find out what Python hashlib "object supporting the buffer API required" TypeErrors mean, why do they happen, and what you can do about it.| death and gravity
Comparing things in Python. That sounds like something that almost doesn’t even need to be taught. But I’ve found that Python’s …| treyhunner.com
Crawling a website for missing resources using the Python standard library.| healeycodes.com
