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Surveying Comprehension Constructs & Python Parallelism Infighting – The Real Python Podcast

learningcode_x1mckf by learningcode_x1mckf
January 6, 2023
in Python
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Surveying Comprehension Constructs & Python Parallelism Infighting – The Real Python Podcast
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Real Python Podcast Episode #139 Title Artwork

Jan 06, 2023 44m

Christopher Bailey
Christopher Trudeau

Have you ever embraced the usage of comprehensions in your Python journey? Are you acquainted with all of the forms of comprehension constructs? This week on the present, Christopher Trudeau is right here, bringing one other batch of PyCoder’s Weekly articles and tasks.

Episode Sponsor:


We talk about a latest article that surveys Python’s comprehensions and turbines. This overview contains code snippets and the basics of making checklist, set, and dictionary comprehensions. We weigh some great benefits of utilizing a comprehension versus the extra acquainted for loops that they exchange.

Christopher shares an article about how there could also be infighting between the parallelism in your Python code and the parallelism inside the libraries that you just’re utilizing. These complicated system interactions may cause processing slowdowns and hard-to-trace bottlenecks.

We share a number of different articles and tasks from the Python neighborhood, together with a information roundup, a Python linter comparability, an summary of multiprocessing race situations in Python, a dialogue masking import assertion types, a mission for WASM-powered Jupyter instruments working within the browser, and a set of easter eggs and jokes hidden inside Python itself.

Course Highlight: Understanding Python List Comprehensions

Python checklist comprehensions make it simple to create lists whereas performing subtle filtering, mapping, and conditional logic on their members. On this course, you’ll study when to make use of checklist comprehensions in Python and tips on how to create them successfully.

Subjects:

  • 00:00:00 – Introduction
  • 00:02:41 – PyPy v7.3.10 Launch
  • 00:03:17 – Django Bugfix Launch: 4.1.4
  • 00:03:28 – Python 3.11.1, 3.10.9, 3.9.16, 3.8.16, 3.7.16 Launched
  • 00:03:56 – Python Linter Comparability 2022
  • 00:11:51 – Who Controls Parallelism? A Disagreement That Results in Slower Code
  • 00:15:58 – Sponsor: InfluxDB
  • 00:16:47 – A Crash Course in Comprehensions and Turbines
  • 00:24:23 – Multiprocessing Race Circumstances in Python
  • 00:27:46 – Video Course Highlight
  • 00:28:55 – What Fashion of import Assertion Do You Use?
  • 00:36:54 – jupyterlite: WASM Powered Jupyter Working within the Browser
  • 00:40:35 – python-easter-eggs: Easter Eggs and Hidden Jokes in Python
  • 00:43:18 – PyCoder’s Weekly: Submit a Hyperlink
  • 00:43:46 – Thanks and goodbye

Information:

Present Hyperlinks:

  • Python Linter Comparison 2022 – There are a lot of linter decisions for Python. This text covers numerous them: Pylint, Pyflakes, Flake8, autopep8, Bandit, Prospector, Pylama, Pyroma, Black, Mypy, Radon, and mccabe.
  • Who Controls Parallelism? A Disagreement That Leads to Slower Code – In complicated techniques, there could also be a battle between the parallelism in your code vs the parallelism within the libraries that you just’re utilizing. This battle may cause issues to decelerate. This text reveals some examples and explores what you are able to do concerning the concern.
  • A Crash Course in Comprehensions and Generators – An excellent assortment of code snippets that showcase the ability and adaptability of checklist comprehensions, turbines, and associated constructs.
  • Multiprocessing Race Conditions in Python – A race situation occurs when parallel duties try and execute code on the similar time and the outcomes are depending on order of execution. Discovering race situations will be difficult. This text offers some hints as to tips on how to discover the completely different sorts of race situations when coding with the multiprocessing module.

Dialogue:

Tasks:

Extra Hyperlinks:


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