René's URL Explorer Experiment


Title: GitHub - LukaMrPython/beautiful_idiomatic_python: Notes from Raymond Hettinger's talk at PyCon US 2013.

Open Graph Title: GitHub - LukaMrPython/beautiful_idiomatic_python: Notes from Raymond Hettinger's talk at PyCon US 2013.

X Title: GitHub - LukaMrPython/beautiful_idiomatic_python: Notes from Raymond Hettinger's talk at PyCon US 2013.

Description: Notes from Raymond Hettinger's talk at PyCon US 2013. - LukaMrPython/beautiful_idiomatic_python

Open Graph Description: Notes from Raymond Hettinger's talk at PyCon US 2013. - LukaMrPython/beautiful_idiomatic_python

X Description: Notes from Raymond Hettinger's talk at PyCon US 2013. - LukaMrPython/beautiful_idiomatic_python

Opengraph URL: https://github.com/LukaMrPython/beautiful_idiomatic_python

X: @github

direct link

Domain: patch-diff.githubusercontent.com

route-pattern/:user_id/:repository
route-controllerfiles
route-actiondisambiguate
fetch-noncev2:f447cf5d-9149-9004-41fb-99a0ea7e38a0
current-catalog-service-hashf3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb
request-idA138:B1425:30389D5:4062C76:6971DD29
html-safe-noncee2ed46e73a859ebad0ced2e74c78cc38c22e6406ad25302572804995d9bda03b
visitor-payloadeyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiJBMTM4OkIxNDI1OjMwMzg5RDU6NDA2MkM3Njo2OTcxREQyOSIsInZpc2l0b3JfaWQiOiI2NjkyODEwMTYwMDI1NDkyNzc3IiwicmVnaW9uX2VkZ2UiOiJpYWQiLCJyZWdpb25fcmVuZGVyIjoiaWFkIn0=
visitor-hmac128e1a84a01bfd55ce9453221a6fef26a641e707b9ebab66c3fa5718970095f3
hovercard-subject-tagrepository:145098361
github-keyboard-shortcutsrepository,copilot
google-site-verificationApib7-x98H0j5cPqHWwSMm6dNU4GmODRoqxLiDzdx9I
octolytics-urlhttps://collector.github.com/github/collect
analytics-location//
fb:app_id1401488693436528
apple-itunes-appapp-id=1477376905, app-argument=https://github.com/LukaMrPython/beautiful_idiomatic_python
twitter:imagehttps://opengraph.githubassets.com/6a2a2ee3b6b48ce11f56e45f67d95d70f627791df8e01875b2ed282c7268ccc2/LukaMrPython/beautiful_idiomatic_python
twitter:cardsummary_large_image
og:imagehttps://opengraph.githubassets.com/6a2a2ee3b6b48ce11f56e45f67d95d70f627791df8e01875b2ed282c7268ccc2/LukaMrPython/beautiful_idiomatic_python
og:image:altNotes from Raymond Hettinger's talk at PyCon US 2013. - LukaMrPython/beautiful_idiomatic_python
og:image:width1200
og:image:height600
og:site_nameGitHub
og:typeobject
hostnamegithub.com
expected-hostnamegithub.com
None7476eb4140129667a7530d10cfb7688f701883e35a4dcaa4673e3ec599af5199
turbo-cache-controlno-preview
go-importgithub.com/LukaMrPython/beautiful_idiomatic_python git https://github.com/LukaMrPython/beautiful_idiomatic_python.git
octolytics-dimension-user_id42096445
octolytics-dimension-user_loginLukaMrPython
octolytics-dimension-repository_id145098361
octolytics-dimension-repository_nwoLukaMrPython/beautiful_idiomatic_python
octolytics-dimension-repository_publictrue
octolytics-dimension-repository_is_forktrue
octolytics-dimension-repository_parent_id112906529
octolytics-dimension-repository_parent_nwoJeffPaine/beautiful_idiomatic_python
octolytics-dimension-repository_network_root_id112906529
octolytics-dimension-repository_network_root_nwoJeffPaine/beautiful_idiomatic_python
turbo-body-classeslogged-out env-production page-responsive
disable-turbofalse
browser-stats-urlhttps://api.github.com/_private/browser/stats
browser-errors-urlhttps://api.github.com/_private/browser/errors
release2cc0827c872b538cd08371730242ae4951d2d61a
ui-targetfull
theme-color#1e2327
color-schemelight dark

Links:

Skip to contenthttps://patch-diff.githubusercontent.com/LukaMrPython/beautiful_idiomatic_python#start-of-content
https://patch-diff.githubusercontent.com/
Sign in https://patch-diff.githubusercontent.com/login?return_to=https%3A%2F%2Fgithub.com%2FLukaMrPython%2Fbeautiful_idiomatic_python
GitHub CopilotWrite better code with AIhttps://github.com/features/copilot
GitHub SparkBuild and deploy intelligent appshttps://github.com/features/spark
GitHub ModelsManage and compare promptshttps://github.com/features/models
MCP RegistryNewIntegrate external toolshttps://github.com/mcp
ActionsAutomate any workflowhttps://github.com/features/actions
CodespacesInstant dev environmentshttps://github.com/features/codespaces
IssuesPlan and track workhttps://github.com/features/issues
Code ReviewManage code changeshttps://github.com/features/code-review
GitHub Advanced SecurityFind and fix vulnerabilitieshttps://github.com/security/advanced-security
Code securitySecure your code as you buildhttps://github.com/security/advanced-security/code-security
Secret protectionStop leaks before they starthttps://github.com/security/advanced-security/secret-protection
Why GitHubhttps://github.com/why-github
Documentationhttps://docs.github.com
Bloghttps://github.blog
Changeloghttps://github.blog/changelog
Marketplacehttps://github.com/marketplace
View all featureshttps://github.com/features
Enterpriseshttps://github.com/enterprise
Small and medium teamshttps://github.com/team
Startupshttps://github.com/enterprise/startups
Nonprofitshttps://github.com/solutions/industry/nonprofits
App Modernizationhttps://github.com/solutions/use-case/app-modernization
DevSecOpshttps://github.com/solutions/use-case/devsecops
DevOpshttps://github.com/solutions/use-case/devops
CI/CDhttps://github.com/solutions/use-case/ci-cd
View all use caseshttps://github.com/solutions/use-case
Healthcarehttps://github.com/solutions/industry/healthcare
Financial serviceshttps://github.com/solutions/industry/financial-services
Manufacturinghttps://github.com/solutions/industry/manufacturing
Governmenthttps://github.com/solutions/industry/government
View all industrieshttps://github.com/solutions/industry
View all solutionshttps://github.com/solutions
AIhttps://github.com/resources/articles?topic=ai
Software Developmenthttps://github.com/resources/articles?topic=software-development
DevOpshttps://github.com/resources/articles?topic=devops
Securityhttps://github.com/resources/articles?topic=security
View all topicshttps://github.com/resources/articles
Customer storieshttps://github.com/customer-stories
Events & webinarshttps://github.com/resources/events
Ebooks & reportshttps://github.com/resources/whitepapers
Business insightshttps://github.com/solutions/executive-insights
GitHub Skillshttps://skills.github.com
Documentationhttps://docs.github.com
Customer supporthttps://support.github.com
Community forumhttps://github.com/orgs/community/discussions
Trust centerhttps://github.com/trust-center
Partnershttps://github.com/partners
GitHub SponsorsFund open source developershttps://github.com/sponsors
Security Labhttps://securitylab.github.com
Maintainer Communityhttps://maintainers.github.com
Acceleratorhttps://github.com/accelerator
Archive Programhttps://archiveprogram.github.com
Topicshttps://github.com/topics
Trendinghttps://github.com/trending
Collectionshttps://github.com/collections
Enterprise platformAI-powered developer platformhttps://github.com/enterprise
GitHub Advanced SecurityEnterprise-grade security featureshttps://github.com/security/advanced-security
Copilot for BusinessEnterprise-grade AI featureshttps://github.com/features/copilot/copilot-business
Premium SupportEnterprise-grade 24/7 supporthttps://github.com/premium-support
Pricinghttps://github.com/pricing
Search syntax tipshttps://docs.github.com/search-github/github-code-search/understanding-github-code-search-syntax
documentationhttps://docs.github.com/search-github/github-code-search/understanding-github-code-search-syntax
Sign in https://patch-diff.githubusercontent.com/login?return_to=https%3A%2F%2Fgithub.com%2FLukaMrPython%2Fbeautiful_idiomatic_python
Sign up https://patch-diff.githubusercontent.com/signup?ref_cta=Sign+up&ref_loc=header+logged+out&ref_page=%2F%3Cuser-name%3E%2F%3Crepo-name%3E&source=header-repo&source_repo=LukaMrPython%2Fbeautiful_idiomatic_python
Reloadhttps://patch-diff.githubusercontent.com/LukaMrPython/beautiful_idiomatic_python
Reloadhttps://patch-diff.githubusercontent.com/LukaMrPython/beautiful_idiomatic_python
Reloadhttps://patch-diff.githubusercontent.com/LukaMrPython/beautiful_idiomatic_python
LukaMrPython https://patch-diff.githubusercontent.com/LukaMrPython
beautiful_idiomatic_pythonhttps://patch-diff.githubusercontent.com/LukaMrPython/beautiful_idiomatic_python
JeffPaine/beautiful_idiomatic_pythonhttps://patch-diff.githubusercontent.com/JeffPaine/beautiful_idiomatic_python
Notifications https://patch-diff.githubusercontent.com/login?return_to=%2FLukaMrPython%2Fbeautiful_idiomatic_python
Fork 0 https://patch-diff.githubusercontent.com/login?return_to=%2FLukaMrPython%2Fbeautiful_idiomatic_python
Star 0 https://patch-diff.githubusercontent.com/login?return_to=%2FLukaMrPython%2Fbeautiful_idiomatic_python
0 stars https://patch-diff.githubusercontent.com/LukaMrPython/beautiful_idiomatic_python/stargazers
134 forks https://patch-diff.githubusercontent.com/LukaMrPython/beautiful_idiomatic_python/forks
Branches https://patch-diff.githubusercontent.com/LukaMrPython/beautiful_idiomatic_python/branches
Tags https://patch-diff.githubusercontent.com/LukaMrPython/beautiful_idiomatic_python/tags
Activity https://patch-diff.githubusercontent.com/LukaMrPython/beautiful_idiomatic_python/activity
Star https://patch-diff.githubusercontent.com/login?return_to=%2FLukaMrPython%2Fbeautiful_idiomatic_python
Notifications https://patch-diff.githubusercontent.com/login?return_to=%2FLukaMrPython%2Fbeautiful_idiomatic_python
Code https://patch-diff.githubusercontent.com/LukaMrPython/beautiful_idiomatic_python
Pull requests 0 https://patch-diff.githubusercontent.com/LukaMrPython/beautiful_idiomatic_python/pulls
Actions https://patch-diff.githubusercontent.com/LukaMrPython/beautiful_idiomatic_python/actions
Projects 0 https://patch-diff.githubusercontent.com/LukaMrPython/beautiful_idiomatic_python/projects
Security Uh oh! There was an error while loading. Please reload this page. https://patch-diff.githubusercontent.com/LukaMrPython/beautiful_idiomatic_python/security
Please reload this pagehttps://patch-diff.githubusercontent.com/LukaMrPython/beautiful_idiomatic_python
Insights https://patch-diff.githubusercontent.com/LukaMrPython/beautiful_idiomatic_python/pulse
Code https://patch-diff.githubusercontent.com/LukaMrPython/beautiful_idiomatic_python
Pull requests https://patch-diff.githubusercontent.com/LukaMrPython/beautiful_idiomatic_python/pulls
Actions https://patch-diff.githubusercontent.com/LukaMrPython/beautiful_idiomatic_python/actions
Projects https://patch-diff.githubusercontent.com/LukaMrPython/beautiful_idiomatic_python/projects
Security https://patch-diff.githubusercontent.com/LukaMrPython/beautiful_idiomatic_python/security
Insights https://patch-diff.githubusercontent.com/LukaMrPython/beautiful_idiomatic_python/pulse
Brancheshttps://patch-diff.githubusercontent.com/LukaMrPython/beautiful_idiomatic_python/branches
Tagshttps://patch-diff.githubusercontent.com/LukaMrPython/beautiful_idiomatic_python/tags
https://patch-diff.githubusercontent.com/LukaMrPython/beautiful_idiomatic_python/branches
https://patch-diff.githubusercontent.com/LukaMrPython/beautiful_idiomatic_python/tags
18 Commitshttps://patch-diff.githubusercontent.com/LukaMrPython/beautiful_idiomatic_python/commits/master/
https://patch-diff.githubusercontent.com/LukaMrPython/beautiful_idiomatic_python/commits/master/
README.mdhttps://patch-diff.githubusercontent.com/LukaMrPython/beautiful_idiomatic_python/blob/master/README.md
README.mdhttps://patch-diff.githubusercontent.com/LukaMrPython/beautiful_idiomatic_python/blob/master/README.md
READMEhttps://patch-diff.githubusercontent.com/LukaMrPython/beautiful_idiomatic_python
https://patch-diff.githubusercontent.com/LukaMrPython/beautiful_idiomatic_python#transforming-code-into-beautiful-idiomatic-python
videohttp://www.youtube.com/watch?feature=player_embedded&v=OSGv2VnC0go
slideshttps://speakerdeck.com/pyconslides/transforming-code-into-beautiful-idiomatic-python-by-raymond-hettinger-1
https://patch-diff.githubusercontent.com/LukaMrPython/beautiful_idiomatic_python#looping-over-a-range-of-numbers
https://patch-diff.githubusercontent.com/LukaMrPython/beautiful_idiomatic_python#better
https://patch-diff.githubusercontent.com/LukaMrPython/beautiful_idiomatic_python#looping-over-a-collection
https://patch-diff.githubusercontent.com/LukaMrPython/beautiful_idiomatic_python#better-1
https://patch-diff.githubusercontent.com/LukaMrPython/beautiful_idiomatic_python#looping-backwards
https://patch-diff.githubusercontent.com/LukaMrPython/beautiful_idiomatic_python#better-2
https://patch-diff.githubusercontent.com/LukaMrPython/beautiful_idiomatic_python#looping-over-a-collection-and-indices
https://patch-diff.githubusercontent.com/LukaMrPython/beautiful_idiomatic_python#better-3
https://patch-diff.githubusercontent.com/LukaMrPython/beautiful_idiomatic_python#looping-over-two-collections
https://patch-diff.githubusercontent.com/LukaMrPython/beautiful_idiomatic_python#better-4
https://patch-diff.githubusercontent.com/LukaMrPython/beautiful_idiomatic_python#looping-in-sorted-order
https://patch-diff.githubusercontent.com/LukaMrPython/beautiful_idiomatic_python#custom-sort-order
https://patch-diff.githubusercontent.com/LukaMrPython/beautiful_idiomatic_python#better-5
https://patch-diff.githubusercontent.com/LukaMrPython/beautiful_idiomatic_python#call-a-function-until-a-sentinel-value
https://patch-diff.githubusercontent.com/LukaMrPython/beautiful_idiomatic_python#better-6
https://patch-diff.githubusercontent.com/LukaMrPython/beautiful_idiomatic_python#distinguishing-multiple-exit-points-in-loops
https://patch-diff.githubusercontent.com/LukaMrPython/beautiful_idiomatic_python#better-7
https://patch-diff.githubusercontent.com/LukaMrPython/beautiful_idiomatic_python#looping-over-dictionary-keys
documentationhttps://docs.python.org/3/library/stdtypes.html#dict-views
https://patch-diff.githubusercontent.com/LukaMrPython/beautiful_idiomatic_python#looping-over-dictionary-keys-and-values
https://patch-diff.githubusercontent.com/LukaMrPython/beautiful_idiomatic_python#better-8
documentationhttps://docs.python.org/3/library/stdtypes.html#dict-views
https://patch-diff.githubusercontent.com/LukaMrPython/beautiful_idiomatic_python#construct-a-dictionary-from-pairs
https://patch-diff.githubusercontent.com/LukaMrPython/beautiful_idiomatic_python#counting-with-dictionaries
https://patch-diff.githubusercontent.com/LukaMrPython/beautiful_idiomatic_python#better-9
https://patch-diff.githubusercontent.com/LukaMrPython/beautiful_idiomatic_python#grouping-with-dictionaries----part-i-and-ii
https://patch-diff.githubusercontent.com/LukaMrPython/beautiful_idiomatic_python#better-10
https://patch-diff.githubusercontent.com/LukaMrPython/beautiful_idiomatic_python#is-a-dictionary-popitem-atomic
https://patch-diff.githubusercontent.com/LukaMrPython/beautiful_idiomatic_python#linking-dictionaries
https://patch-diff.githubusercontent.com/LukaMrPython/beautiful_idiomatic_python#better-11
https://patch-diff.githubusercontent.com/LukaMrPython/beautiful_idiomatic_python#improving-clarity
https://patch-diff.githubusercontent.com/LukaMrPython/beautiful_idiomatic_python#clarify-function-calls-with-keyword-arguments
https://patch-diff.githubusercontent.com/LukaMrPython/beautiful_idiomatic_python#better-12
https://patch-diff.githubusercontent.com/LukaMrPython/beautiful_idiomatic_python#clarify-multiple-return-values-with-named-tuples
https://patch-diff.githubusercontent.com/LukaMrPython/beautiful_idiomatic_python#better-13
https://patch-diff.githubusercontent.com/LukaMrPython/beautiful_idiomatic_python#unpacking-sequences
https://patch-diff.githubusercontent.com/LukaMrPython/beautiful_idiomatic_python#better-14
https://patch-diff.githubusercontent.com/LukaMrPython/beautiful_idiomatic_python#updating-multiple-state-variables
https://patch-diff.githubusercontent.com/LukaMrPython/beautiful_idiomatic_python#better-15
https://patch-diff.githubusercontent.com/LukaMrPython/beautiful_idiomatic_python#simultaneous-state-updates
https://patch-diff.githubusercontent.com/LukaMrPython/beautiful_idiomatic_python#better-16
https://patch-diff.githubusercontent.com/LukaMrPython/beautiful_idiomatic_python#efficiency
https://patch-diff.githubusercontent.com/LukaMrPython/beautiful_idiomatic_python#concatenating-strings
https://patch-diff.githubusercontent.com/LukaMrPython/beautiful_idiomatic_python#better-17
https://patch-diff.githubusercontent.com/LukaMrPython/beautiful_idiomatic_python#updating-sequences
https://patch-diff.githubusercontent.com/LukaMrPython/beautiful_idiomatic_python#better-18
https://patch-diff.githubusercontent.com/LukaMrPython/beautiful_idiomatic_python#decorators-and-context-managers
https://patch-diff.githubusercontent.com/LukaMrPython/beautiful_idiomatic_python#using-decorators-to-factor-out-administrative-logic
https://patch-diff.githubusercontent.com/LukaMrPython/beautiful_idiomatic_python#better-19
standard libraryhttps://docs.python.org/3/library/functools.html
functools.lru_cachehttps://pypi.python.org/pypi/backports.functools_lru_cache/1.2.1
https://patch-diff.githubusercontent.com/LukaMrPython/beautiful_idiomatic_python#factor-out-temporary-contexts
https://patch-diff.githubusercontent.com/LukaMrPython/beautiful_idiomatic_python#better-20
https://patch-diff.githubusercontent.com/LukaMrPython/beautiful_idiomatic_python#how-to-open-and-close-files
https://patch-diff.githubusercontent.com/LukaMrPython/beautiful_idiomatic_python#better-21
https://patch-diff.githubusercontent.com/LukaMrPython/beautiful_idiomatic_python#how-to-use-locks
https://patch-diff.githubusercontent.com/LukaMrPython/beautiful_idiomatic_python#better-22
https://patch-diff.githubusercontent.com/LukaMrPython/beautiful_idiomatic_python#factor-out-temporary-contexts-1
https://patch-diff.githubusercontent.com/LukaMrPython/beautiful_idiomatic_python#better-23
documentationhttp://docs.python.org/dev/library/contextlib.html#contextlib.ignored
https://patch-diff.githubusercontent.com/LukaMrPython/beautiful_idiomatic_python#factor-out-temporary-contexts-2
https://patch-diff.githubusercontent.com/LukaMrPython/beautiful_idiomatic_python#better-24
bug reporthttp://bugs.python.org/issue15805
https://patch-diff.githubusercontent.com/LukaMrPython/beautiful_idiomatic_python#concise-expressive-one-liners
https://patch-diff.githubusercontent.com/LukaMrPython/beautiful_idiomatic_python#list-comprehensions-and-generator-expressions
https://patch-diff.githubusercontent.com/LukaMrPython/beautiful_idiomatic_python#better-25
Readme https://patch-diff.githubusercontent.com/LukaMrPython/beautiful_idiomatic_python#readme-ov-file
Please reload this pagehttps://patch-diff.githubusercontent.com/LukaMrPython/beautiful_idiomatic_python
Activityhttps://patch-diff.githubusercontent.com/LukaMrPython/beautiful_idiomatic_python/activity
Custom propertieshttps://patch-diff.githubusercontent.com/LukaMrPython/beautiful_idiomatic_python/custom-properties
0 starshttps://patch-diff.githubusercontent.com/LukaMrPython/beautiful_idiomatic_python/stargazers
0 watchinghttps://patch-diff.githubusercontent.com/LukaMrPython/beautiful_idiomatic_python/watchers
0 forkshttps://patch-diff.githubusercontent.com/LukaMrPython/beautiful_idiomatic_python/forks
Report repository https://patch-diff.githubusercontent.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2FLukaMrPython%2Fbeautiful_idiomatic_python&report=LukaMrPython+%28user%29
Releaseshttps://patch-diff.githubusercontent.com/LukaMrPython/beautiful_idiomatic_python/releases
Packages 0https://patch-diff.githubusercontent.com/orgs/LukaMrPython/packages?repo_name=beautiful_idiomatic_python
https://github.com
Termshttps://docs.github.com/site-policy/github-terms/github-terms-of-service
Privacyhttps://docs.github.com/site-policy/privacy-policies/github-privacy-statement
Securityhttps://github.com/security
Statushttps://www.githubstatus.com/
Communityhttps://github.community/
Docshttps://docs.github.com/
Contacthttps://support.github.com?tags=dotcom-footer

Viewport: width=device-width


URLs of crawlers that visited me.