René's URL Explorer Experiment


Title: GitHub - ayanand/Fluent-Python: Example code for Fluent Python, 2nd edition (O'Reilly 2022)

Open Graph Title: GitHub - ayanand/Fluent-Python: Example code for Fluent Python, 2nd edition (O'Reilly 2022)

X Title: GitHub - ayanand/Fluent-Python: Example code for Fluent Python, 2nd edition (O'Reilly 2022)

Description: Example code for Fluent Python, 2nd edition (O'Reilly 2022) - GitHub - ayanand/Fluent-Python: Example code for Fluent Python, 2nd edition (O'Reilly 2022)

Open Graph Description: Example code for Fluent Python, 2nd edition (O'Reilly 2022) - GitHub - ayanand/Fluent-Python: Example code for Fluent Python, 2nd edition (O'Reilly 2022)

X Description: Example code for Fluent Python, 2nd edition (O'Reilly 2022) - GitHub - ayanand/Fluent-Python: Example code for Fluent Python, 2nd edition (O'Reilly 2022)

Opengraph URL: https://github.com/ayanand/Fluent-Python

X: @github

direct link

Domain: patch-diff.githubusercontent.com

route-pattern/:user_id/:repository
route-controllerfiles
route-actiondisambiguate
fetch-noncev2:2db54c6d-431f-a1fb-f7e3-d18e0fd8a088
current-catalog-service-hashf3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb
request-idAF10:3DAFE8:2CD71BD:3C6E9FC:697059E2
html-safe-nonceb440105b9743eb85878d667e06ca695305925a697a9188c750259fb1eda97dcd
visitor-payloadeyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiJBRjEwOjNEQUZFODoyQ0Q3MUJEOjNDNkU5RkM6Njk3MDU5RTIiLCJ2aXNpdG9yX2lkIjoiMjg0MDY5NTU5NjMzMjA1NzMwIiwicmVnaW9uX2VkZ2UiOiJpYWQiLCJyZWdpb25fcmVuZGVyIjoiaWFkIn0=
visitor-hmacd859ad2277d6bb59dace9fc2ce43ec34d3a7a3fb1a2511ebffdf489f5297f7f7
hovercard-subject-tagrepository:483763627
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/ayanand/Fluent-Python
twitter:imagehttps://opengraph.githubassets.com/85a750f8205e5184beb375efb63b17be3c998ec1aa8f6da0d8ebe3e8c7add9c7/ayanand/Fluent-Python
twitter:cardsummary_large_image
og:imagehttps://opengraph.githubassets.com/85a750f8205e5184beb375efb63b17be3c998ec1aa8f6da0d8ebe3e8c7add9c7/ayanand/Fluent-Python
og:image:altExample code for Fluent Python, 2nd edition (O'Reilly 2022) - GitHub - ayanand/Fluent-Python: Example code for Fluent Python, 2nd edition (O'Reilly 2022)
og:image:width1200
og:image:height600
og:site_nameGitHub
og:typeobject
hostnamegithub.com
expected-hostnamegithub.com
None9920a62ba22d06470388e2904804fb7e5ec51c9e35f81784e9191394c74b2bd2
turbo-cache-controlno-preview
go-importgithub.com/ayanand/Fluent-Python git https://github.com/ayanand/Fluent-Python.git
octolytics-dimension-user_id69283619
octolytics-dimension-user_loginayanand
octolytics-dimension-repository_id483763627
octolytics-dimension-repository_nwoayanand/Fluent-Python
octolytics-dimension-repository_publictrue
octolytics-dimension-repository_is_forktrue
octolytics-dimension-repository_parent_id176997413
octolytics-dimension-repository_parent_nwofluentpython/example-code-2e
octolytics-dimension-repository_network_root_id176997413
octolytics-dimension-repository_network_root_nwofluentpython/example-code-2e
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
release7d6181066430cc06553c8396ca201e194ae33cb9
ui-targetfull
theme-color#1e2327
color-schemelight dark

Links:

Skip to contenthttps://patch-diff.githubusercontent.com/ayanand/Fluent-Python#start-of-content
https://patch-diff.githubusercontent.com/
Sign in https://patch-diff.githubusercontent.com/login?return_to=https%3A%2F%2Fgithub.com%2Fayanand%2FFluent-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%2Fayanand%2FFluent-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=ayanand%2FFluent-Python
Reloadhttps://patch-diff.githubusercontent.com/ayanand/Fluent-Python
Reloadhttps://patch-diff.githubusercontent.com/ayanand/Fluent-Python
Reloadhttps://patch-diff.githubusercontent.com/ayanand/Fluent-Python
ayanand https://patch-diff.githubusercontent.com/ayanand
Fluent-Pythonhttps://patch-diff.githubusercontent.com/ayanand/Fluent-Python
fluentpython/example-code-2ehttps://patch-diff.githubusercontent.com/fluentpython/example-code-2e
Notifications https://patch-diff.githubusercontent.com/login?return_to=%2Fayanand%2FFluent-Python
Fork 0 https://patch-diff.githubusercontent.com/login?return_to=%2Fayanand%2FFluent-Python
Star 0 https://patch-diff.githubusercontent.com/login?return_to=%2Fayanand%2FFluent-Python
amzn.to/3J48u2Jhttps://amzn.to/3J48u2J
MIT license https://patch-diff.githubusercontent.com/ayanand/Fluent-Python/blob/master/LICENSE
0 stars https://patch-diff.githubusercontent.com/ayanand/Fluent-Python/stargazers
1.1k forks https://patch-diff.githubusercontent.com/ayanand/Fluent-Python/forks
Branches https://patch-diff.githubusercontent.com/ayanand/Fluent-Python/branches
Tags https://patch-diff.githubusercontent.com/ayanand/Fluent-Python/tags
Activity https://patch-diff.githubusercontent.com/ayanand/Fluent-Python/activity
Star https://patch-diff.githubusercontent.com/login?return_to=%2Fayanand%2FFluent-Python
Notifications https://patch-diff.githubusercontent.com/login?return_to=%2Fayanand%2FFluent-Python
Code https://patch-diff.githubusercontent.com/ayanand/Fluent-Python
Pull requests 0 https://patch-diff.githubusercontent.com/ayanand/Fluent-Python/pulls
Actions https://patch-diff.githubusercontent.com/ayanand/Fluent-Python/actions
Projects 0 https://patch-diff.githubusercontent.com/ayanand/Fluent-Python/projects
Security Uh oh! There was an error while loading. Please reload this page. https://patch-diff.githubusercontent.com/ayanand/Fluent-Python/security
Please reload this pagehttps://patch-diff.githubusercontent.com/ayanand/Fluent-Python
Insights https://patch-diff.githubusercontent.com/ayanand/Fluent-Python/pulse
Code https://patch-diff.githubusercontent.com/ayanand/Fluent-Python
Pull requests https://patch-diff.githubusercontent.com/ayanand/Fluent-Python/pulls
Actions https://patch-diff.githubusercontent.com/ayanand/Fluent-Python/actions
Projects https://patch-diff.githubusercontent.com/ayanand/Fluent-Python/projects
Security https://patch-diff.githubusercontent.com/ayanand/Fluent-Python/security
Insights https://patch-diff.githubusercontent.com/ayanand/Fluent-Python/pulse
Brancheshttps://patch-diff.githubusercontent.com/ayanand/Fluent-Python/branches
Tagshttps://patch-diff.githubusercontent.com/ayanand/Fluent-Python/tags
https://patch-diff.githubusercontent.com/ayanand/Fluent-Python/branches
https://patch-diff.githubusercontent.com/ayanand/Fluent-Python/tags
319 Commitshttps://patch-diff.githubusercontent.com/ayanand/Fluent-Python/commits/master/
https://patch-diff.githubusercontent.com/ayanand/Fluent-Python/commits/master/
01-data-modelhttps://patch-diff.githubusercontent.com/ayanand/Fluent-Python/tree/master/01-data-model
01-data-modelhttps://patch-diff.githubusercontent.com/ayanand/Fluent-Python/tree/master/01-data-model
02-array-seqhttps://patch-diff.githubusercontent.com/ayanand/Fluent-Python/tree/master/02-array-seq
02-array-seqhttps://patch-diff.githubusercontent.com/ayanand/Fluent-Python/tree/master/02-array-seq
03-dict-sethttps://patch-diff.githubusercontent.com/ayanand/Fluent-Python/tree/master/03-dict-set
03-dict-sethttps://patch-diff.githubusercontent.com/ayanand/Fluent-Python/tree/master/03-dict-set
04-text-bytehttps://patch-diff.githubusercontent.com/ayanand/Fluent-Python/tree/master/04-text-byte
04-text-bytehttps://patch-diff.githubusercontent.com/ayanand/Fluent-Python/tree/master/04-text-byte
05-data-classeshttps://patch-diff.githubusercontent.com/ayanand/Fluent-Python/tree/master/05-data-classes
05-data-classeshttps://patch-diff.githubusercontent.com/ayanand/Fluent-Python/tree/master/05-data-classes
06-obj-refhttps://patch-diff.githubusercontent.com/ayanand/Fluent-Python/tree/master/06-obj-ref
06-obj-refhttps://patch-diff.githubusercontent.com/ayanand/Fluent-Python/tree/master/06-obj-ref
07-1class-funchttps://patch-diff.githubusercontent.com/ayanand/Fluent-Python/tree/master/07-1class-func
07-1class-funchttps://patch-diff.githubusercontent.com/ayanand/Fluent-Python/tree/master/07-1class-func
08-def-type-hintshttps://patch-diff.githubusercontent.com/ayanand/Fluent-Python/tree/master/08-def-type-hints
08-def-type-hintshttps://patch-diff.githubusercontent.com/ayanand/Fluent-Python/tree/master/08-def-type-hints
09-closure-decohttps://patch-diff.githubusercontent.com/ayanand/Fluent-Python/tree/master/09-closure-deco
09-closure-decohttps://patch-diff.githubusercontent.com/ayanand/Fluent-Python/tree/master/09-closure-deco
10-dp-1class-funchttps://patch-diff.githubusercontent.com/ayanand/Fluent-Python/tree/master/10-dp-1class-func
10-dp-1class-funchttps://patch-diff.githubusercontent.com/ayanand/Fluent-Python/tree/master/10-dp-1class-func
11-pythonic-objhttps://patch-diff.githubusercontent.com/ayanand/Fluent-Python/tree/master/11-pythonic-obj
11-pythonic-objhttps://patch-diff.githubusercontent.com/ayanand/Fluent-Python/tree/master/11-pythonic-obj
12-seq-hackinghttps://patch-diff.githubusercontent.com/ayanand/Fluent-Python/tree/master/12-seq-hacking
12-seq-hackinghttps://patch-diff.githubusercontent.com/ayanand/Fluent-Python/tree/master/12-seq-hacking
13-protocol-abchttps://patch-diff.githubusercontent.com/ayanand/Fluent-Python/tree/master/13-protocol-abc
13-protocol-abchttps://patch-diff.githubusercontent.com/ayanand/Fluent-Python/tree/master/13-protocol-abc
14-inheritancehttps://patch-diff.githubusercontent.com/ayanand/Fluent-Python/tree/master/14-inheritance
14-inheritancehttps://patch-diff.githubusercontent.com/ayanand/Fluent-Python/tree/master/14-inheritance
15-more-typeshttps://patch-diff.githubusercontent.com/ayanand/Fluent-Python/tree/master/15-more-types
15-more-typeshttps://patch-diff.githubusercontent.com/ayanand/Fluent-Python/tree/master/15-more-types
16-op-overloadinghttps://patch-diff.githubusercontent.com/ayanand/Fluent-Python/tree/master/16-op-overloading
16-op-overloadinghttps://patch-diff.githubusercontent.com/ayanand/Fluent-Python/tree/master/16-op-overloading
17-it-generatorhttps://patch-diff.githubusercontent.com/ayanand/Fluent-Python/tree/master/17-it-generator
17-it-generatorhttps://patch-diff.githubusercontent.com/ayanand/Fluent-Python/tree/master/17-it-generator
18-with-matchhttps://patch-diff.githubusercontent.com/ayanand/Fluent-Python/tree/master/18-with-match
18-with-matchhttps://patch-diff.githubusercontent.com/ayanand/Fluent-Python/tree/master/18-with-match
19-concurrencyhttps://patch-diff.githubusercontent.com/ayanand/Fluent-Python/tree/master/19-concurrency
19-concurrencyhttps://patch-diff.githubusercontent.com/ayanand/Fluent-Python/tree/master/19-concurrency
20-executorshttps://patch-diff.githubusercontent.com/ayanand/Fluent-Python/tree/master/20-executors
20-executorshttps://patch-diff.githubusercontent.com/ayanand/Fluent-Python/tree/master/20-executors
21-asynchttps://patch-diff.githubusercontent.com/ayanand/Fluent-Python/tree/master/21-async
21-asynchttps://patch-diff.githubusercontent.com/ayanand/Fluent-Python/tree/master/21-async
22-dyn-attr-prophttps://patch-diff.githubusercontent.com/ayanand/Fluent-Python/tree/master/22-dyn-attr-prop
22-dyn-attr-prophttps://patch-diff.githubusercontent.com/ayanand/Fluent-Python/tree/master/22-dyn-attr-prop
23-descriptorhttps://patch-diff.githubusercontent.com/ayanand/Fluent-Python/tree/master/23-descriptor
23-descriptorhttps://patch-diff.githubusercontent.com/ayanand/Fluent-Python/tree/master/23-descriptor
24-class-metaproghttps://patch-diff.githubusercontent.com/ayanand/Fluent-Python/tree/master/24-class-metaprog
24-class-metaproghttps://patch-diff.githubusercontent.com/ayanand/Fluent-Python/tree/master/24-class-metaprog
linkshttps://patch-diff.githubusercontent.com/ayanand/Fluent-Python/tree/master/links
linkshttps://patch-diff.githubusercontent.com/ayanand/Fluent-Python/tree/master/links
.gitignorehttps://patch-diff.githubusercontent.com/ayanand/Fluent-Python/blob/master/.gitignore
.gitignorehttps://patch-diff.githubusercontent.com/ayanand/Fluent-Python/blob/master/.gitignore
LICENSEhttps://patch-diff.githubusercontent.com/ayanand/Fluent-Python/blob/master/LICENSE
LICENSEhttps://patch-diff.githubusercontent.com/ayanand/Fluent-Python/blob/master/LICENSE
README.mdhttps://patch-diff.githubusercontent.com/ayanand/Fluent-Python/blob/master/README.md
README.mdhttps://patch-diff.githubusercontent.com/ayanand/Fluent-Python/blob/master/README.md
pytest.inihttps://patch-diff.githubusercontent.com/ayanand/Fluent-Python/blob/master/pytest.ini
pytest.inihttps://patch-diff.githubusercontent.com/ayanand/Fluent-Python/blob/master/pytest.ini
READMEhttps://patch-diff.githubusercontent.com/ayanand/Fluent-Python
MIT licensehttps://patch-diff.githubusercontent.com/ayanand/Fluent-Python
https://patch-diff.githubusercontent.com/ayanand/Fluent-Python#fluent-python-2e-example-code
https://patch-diff.githubusercontent.com/ayanand/Fluent-Python#table-of-contents
01-data-modelhttps://patch-diff.githubusercontent.com/ayanand/Fluent-Python/blob/master/01-data-model
02-array-seqhttps://patch-diff.githubusercontent.com/ayanand/Fluent-Python/blob/master/02-array-seq
03-dict-sethttps://patch-diff.githubusercontent.com/ayanand/Fluent-Python/blob/master/03-dict-set
04-text-bytehttps://patch-diff.githubusercontent.com/ayanand/Fluent-Python/blob/master/04-text-byte
05-data-classeshttps://patch-diff.githubusercontent.com/ayanand/Fluent-Python/blob/master/05-data-classes
06-obj-refhttps://patch-diff.githubusercontent.com/ayanand/Fluent-Python/blob/master/06-obj-ref
07-1class-funchttps://patch-diff.githubusercontent.com/ayanand/Fluent-Python/blob/master/07-1class-func
08-def-type-hintshttps://patch-diff.githubusercontent.com/ayanand/Fluent-Python/blob/master/08-def-type-hints
09-closure-decohttps://patch-diff.githubusercontent.com/ayanand/Fluent-Python/blob/master/09-closure-deco
10-dp-1class-funchttps://patch-diff.githubusercontent.com/ayanand/Fluent-Python/blob/master/10-dp-1class-func
11-pythonic-objhttps://patch-diff.githubusercontent.com/ayanand/Fluent-Python/blob/master/11-pythonic-obj
12-seq-hackinghttps://patch-diff.githubusercontent.com/ayanand/Fluent-Python/blob/master/12-seq-hacking
13-protocl-abchttps://patch-diff.githubusercontent.com/ayanand/Fluent-Python/blob/master/13-protocol-abc
14-inheritancehttps://patch-diff.githubusercontent.com/ayanand/Fluent-Python/blob/master/14-inheritance
15-more-typeshttps://patch-diff.githubusercontent.com/ayanand/Fluent-Python/blob/master/15-more-types
16-op-overloadinghttps://patch-diff.githubusercontent.com/ayanand/Fluent-Python/blob/master/16-op-overloading
17-it-generatorhttps://patch-diff.githubusercontent.com/ayanand/Fluent-Python/blob/master/17-it-generator
18-with-matchhttps://patch-diff.githubusercontent.com/ayanand/Fluent-Python/blob/master/18-with-match
19-concurrencyhttps://patch-diff.githubusercontent.com/ayanand/Fluent-Python/blob/master/19-concurrency
20-executorshttps://patch-diff.githubusercontent.com/ayanand/Fluent-Python/blob/master/20-executors
21-asynchttps://patch-diff.githubusercontent.com/ayanand/Fluent-Python/blob/master/21-async
22-dyn-attr-prophttps://patch-diff.githubusercontent.com/ayanand/Fluent-Python/blob/master/22-dyn-attr-prop
23-descriptorhttps://patch-diff.githubusercontent.com/ayanand/Fluent-Python/blob/master/23-descriptor
24-class-metaproghttps://patch-diff.githubusercontent.com/ayanand/Fluent-Python/blob/master/24-class-metaprog
amzn.to/3J48u2Jhttps://amzn.to/3J48u2J
Readme https://patch-diff.githubusercontent.com/ayanand/Fluent-Python#readme-ov-file
MIT license https://patch-diff.githubusercontent.com/ayanand/Fluent-Python#MIT-1-ov-file
Please reload this pagehttps://patch-diff.githubusercontent.com/ayanand/Fluent-Python
Activityhttps://patch-diff.githubusercontent.com/ayanand/Fluent-Python/activity
0 starshttps://patch-diff.githubusercontent.com/ayanand/Fluent-Python/stargazers
0 watchinghttps://patch-diff.githubusercontent.com/ayanand/Fluent-Python/watchers
0 forkshttps://patch-diff.githubusercontent.com/ayanand/Fluent-Python/forks
Report repository https://patch-diff.githubusercontent.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2Fayanand%2FFluent-Python&report=ayanand+%28user%29
Releaseshttps://patch-diff.githubusercontent.com/ayanand/Fluent-Python/releases
1 tags https://patch-diff.githubusercontent.com/ayanand/Fluent-Python/tags
Packages 0https://patch-diff.githubusercontent.com/users/ayanand/packages?repo_name=Fluent-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.