René's URL Explorer Experiment


Title: Refactor: Align Holdout implementation with Swift SDK by muzahidul-opti · Pull Request #472 · optimizely/python-sdk · GitHub

Open Graph Title: Refactor: Align Holdout implementation with Swift SDK by muzahidul-opti · Pull Request #472 · optimizely/python-sdk

X Title: Refactor: Align Holdout implementation with Swift SDK by muzahidul-opti · Pull Request #472 · optimizely/python-sdk

Description: Summary This PR refactors the holdout implementation to use proper entity classes aligned with the Swift SDK architecture, improving type safety, consistency, and fixing a critical bug in the decis...

Open Graph Description: Summary This PR refactors the holdout implementation to use proper entity classes aligned with the Swift SDK architecture, improving type safety, consistency, and fixing a critical bug in the decis...

X Description: Summary This PR refactors the holdout implementation to use proper entity classes aligned with the Swift SDK architecture, improving type safety, consistency, and fixing a critical bug in the decis...

Opengraph URL: https://github.com/optimizely/python-sdk/pull/472

X: @github

direct link

Domain: patch-diff.githubusercontent.com

route-pattern/_view_fragments/voltron/pull_requests/show/:user_id/:repository/:id/pull_request_layout(.:format)
route-controllervoltron_pull_requests_fragments
route-actionpull_request_layout
fetch-noncev2:5dd0913d-3b06-c3e8-84a0-7d9866fb3c93
current-catalog-service-hashae870bc5e265a340912cde392f23dad3671a0a881730ffdadd82f2f57d81641b
request-idDC02:1485EE:6F8B0:9507E:6972D147
html-safe-nonce61a5f944b9bce2a5bb66288829773288c03471c6e6078f38b7d5841390f4c489
visitor-payloadeyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiJEQzAyOjE0ODVFRTo2RjhCMDo5NTA3RTo2OTcyRDE0NyIsInZpc2l0b3JfaWQiOiIxMTkxODgwODYyNjYwMjE5MjA4IiwicmVnaW9uX2VkZ2UiOiJpYWQiLCJyZWdpb25fcmVuZGVyIjoiaWFkIn0=
visitor-hmac26040586c7777cd7510a2a5518d7bf91eab552e4e72ef0efcbb79ca809554a80
hovercard-subject-tagpull_request:3102369619
github-keyboard-shortcutsrepository,pull-request-list,pull-request-conversation,pull-request-files-changed,copilot
google-site-verificationApib7-x98H0j5cPqHWwSMm6dNU4GmODRoqxLiDzdx9I
octolytics-urlhttps://collector.github.com/github/collect
analytics-location///voltron/pull_requests_fragments/pull_request_layout
fb:app_id1401488693436528
apple-itunes-appapp-id=1477376905, app-argument=https://github.com/_view_fragments/voltron/pull_requests/show/optimizely/python-sdk/472/pull_request_layout
twitter:imagehttps://opengraph.githubassets.com/dbfef31bdf90deb6638d0ef299fdbcbb313cf6a253ef7e6986c02fc293a19f2c/optimizely/python-sdk/pull/472
twitter:cardsummary_large_image
og:imagehttps://opengraph.githubassets.com/dbfef31bdf90deb6638d0ef299fdbcbb313cf6a253ef7e6986c02fc293a19f2c/optimizely/python-sdk/pull/472
og:image:altSummary This PR refactors the holdout implementation to use proper entity classes aligned with the Swift SDK architecture, improving type safety, consistency, and fixing a critical bug in the decis...
og:image:width1200
og:image:height600
og:site_nameGitHub
og:typeobject
og:author:usernamemuzahidul-opti
hostnamegithub.com
expected-hostnamegithub.com
None0b28c359b13f980b4fbede8da4d68e72b8e69a4837e7a70f5b5bd33f08875133
turbo-cache-controlno-preview
go-importgithub.com/optimizely/python-sdk git https://github.com/optimizely/python-sdk.git
octolytics-dimension-user_id1274132
octolytics-dimension-user_loginoptimizely
octolytics-dimension-repository_id64881795
octolytics-dimension-repository_nwooptimizely/python-sdk
octolytics-dimension-repository_publictrue
octolytics-dimension-repository_is_forkfalse
octolytics-dimension-repository_network_root_id64881795
octolytics-dimension-repository_network_root_nwooptimizely/python-sdk
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
releasee59d75213c810b4a9ea72ce3aa89d45f5b2feb48
ui-targetfull
theme-color#1e2327
color-schemelight dark

Links:

Skip to contenthttps://patch-diff.githubusercontent.com/optimizely/python-sdk/pull/472#start-of-content
https://patch-diff.githubusercontent.com/
Sign in https://patch-diff.githubusercontent.com/login?return_to=https%3A%2F%2Fgithub.com%2Foptimizely%2Fpython-sdk%2Fpull%2F472
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%2Foptimizely%2Fpython-sdk%2Fpull%2F472
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%2Fvoltron%2Fpull_requests_fragments%2Fpull_request_layout&source=header-repo&source_repo=optimizely%2Fpython-sdk
Reloadhttps://patch-diff.githubusercontent.com/optimizely/python-sdk/pull/472
Reloadhttps://patch-diff.githubusercontent.com/optimizely/python-sdk/pull/472
Reloadhttps://patch-diff.githubusercontent.com/optimizely/python-sdk/pull/472
optimizely https://patch-diff.githubusercontent.com/optimizely
python-sdkhttps://patch-diff.githubusercontent.com/optimizely/python-sdk
Notifications https://patch-diff.githubusercontent.com/login?return_to=%2Foptimizely%2Fpython-sdk
Fork 36 https://patch-diff.githubusercontent.com/login?return_to=%2Foptimizely%2Fpython-sdk
Star 33 https://patch-diff.githubusercontent.com/login?return_to=%2Foptimizely%2Fpython-sdk
Code https://patch-diff.githubusercontent.com/optimizely/python-sdk
Issues 1 https://patch-diff.githubusercontent.com/optimizely/python-sdk/issues
Pull requests 1 https://patch-diff.githubusercontent.com/optimizely/python-sdk/pulls
Actions https://patch-diff.githubusercontent.com/optimizely/python-sdk/actions
Projects 0 https://patch-diff.githubusercontent.com/optimizely/python-sdk/projects
Security 0 https://patch-diff.githubusercontent.com/optimizely/python-sdk/security
Insights https://patch-diff.githubusercontent.com/optimizely/python-sdk/pulse
Code https://patch-diff.githubusercontent.com/optimizely/python-sdk
Issues https://patch-diff.githubusercontent.com/optimizely/python-sdk/issues
Pull requests https://patch-diff.githubusercontent.com/optimizely/python-sdk/pulls
Actions https://patch-diff.githubusercontent.com/optimizely/python-sdk/actions
Projects https://patch-diff.githubusercontent.com/optimizely/python-sdk/projects
Security https://patch-diff.githubusercontent.com/optimizely/python-sdk/security
Insights https://patch-diff.githubusercontent.com/optimizely/python-sdk/pulse
Sign up for GitHub https://patch-diff.githubusercontent.com/signup?return_to=%2Foptimizely%2Fpython-sdk%2Fissues%2Fnew%2Fchoose
terms of servicehttps://docs.github.com/terms
privacy statementhttps://docs.github.com/privacy
Sign inhttps://patch-diff.githubusercontent.com/login?return_to=%2Foptimizely%2Fpython-sdk%2Fissues%2Fnew%2Fchoose
Jump to bottomhttps://patch-diff.githubusercontent.com/optimizely/python-sdk/pull/472#issue-comment-box
muzahidul-optihttps://patch-diff.githubusercontent.com/muzahidul-opti
masterhttps://patch-diff.githubusercontent.com/optimizely/python-sdk/tree/master
holdout-revamphttps://patch-diff.githubusercontent.com/optimizely/python-sdk/tree/holdout-revamp
Refactor: Align Holdout implementation with Swift SDK https://patch-diff.githubusercontent.com/optimizely/python-sdk/pull/472#top
muzahidul-optihttps://patch-diff.githubusercontent.com/muzahidul-opti
masterhttps://patch-diff.githubusercontent.com/optimizely/python-sdk/tree/master
holdout-revamphttps://patch-diff.githubusercontent.com/optimizely/python-sdk/tree/holdout-revamp
Conversation 0 https://patch-diff.githubusercontent.com/optimizely/python-sdk/pull/472
Commits 12 https://patch-diff.githubusercontent.com/optimizely/python-sdk/pull/472/commits
Checks 17 https://patch-diff.githubusercontent.com/optimizely/python-sdk/pull/472/checks
Files changed https://patch-diff.githubusercontent.com/optimizely/python-sdk/pull/472/files
Please reload this pagehttps://patch-diff.githubusercontent.com/optimizely/python-sdk/pull/472
https://github.co/hiddenchars
https://patch-diff.githubusercontent.com/optimizely/python-sdk/pull/{{ revealButtonHref }}
https://patch-diff.githubusercontent.com/muzahidul-opti
muzahidul-optihttps://patch-diff.githubusercontent.com/muzahidul-opti
Dec 15, 2025https://patch-diff.githubusercontent.com/optimizely/python-sdk/pull/472#issue-3730283846
Claude Codehttps://claude.com/claude-code
Please reload this pagehttps://patch-diff.githubusercontent.com/optimizely/python-sdk/pull/472
https://patch-diff.githubusercontent.com/muzahidul-opti
https://patch-diff.githubusercontent.com/claude
Refactor: Align Holdout implementation with Swift SDKhttps://patch-diff.githubusercontent.com/optimizely/python-sdk/pull/472/commits/26501969c0c627cae4a29a1be26a138273091a4c
2650196https://patch-diff.githubusercontent.com/optimizely/python-sdk/pull/472/commits/26501969c0c627cae4a29a1be26a138273091a4c
https://claude.com/claude-codehttps://claude.com/claude-code
https://patch-diff.githubusercontent.com/optimizely-codereview-bot
optimizely-codereview-bothttps://patch-diff.githubusercontent.com/optimizely-codereview-bot
muzahidul-optihttps://patch-diff.githubusercontent.com/muzahidul-opti
Dec 15, 2025https://patch-diff.githubusercontent.com/optimizely/python-sdk/pull/472#event-21565640446
muzahidul-optihttps://patch-diff.githubusercontent.com/muzahidul-opti
December 15, 2025 19:01https://patch-diff.githubusercontent.com/optimizely/python-sdk/pull/472#commits-pushed-c3cb6ef
https://patch-diff.githubusercontent.com/muzahidul-opti
https://patch-diff.githubusercontent.com/claude
Fix: Always evaluate holdouts for every feature (align with Swift SDK)https://patch-diff.githubusercontent.com/optimizely/python-sdk/pull/472/commits/c3cb6eff29f64c64d7fda3d88537f3c300f6e203
c3cb6efhttps://patch-diff.githubusercontent.com/optimizely/python-sdk/pull/472/commits/c3cb6eff29f64c64d7fda3d88537f3c300f6e203
https://claude.com/claude-codehttps://claude.com/claude-code
https://patch-diff.githubusercontent.com/muzahidul-opti
https://patch-diff.githubusercontent.com/claude
Refactor: Align get_variations_for_feature_list with Swift SDKhttps://patch-diff.githubusercontent.com/optimizely/python-sdk/pull/472/commits/beaa8b3f4a4b85903e82ae4ac642ab901b2ee747
beaa8b3https://patch-diff.githubusercontent.com/optimizely/python-sdk/pull/472/commits/beaa8b3f4a4b85903e82ae4ac642ab901b2ee747
https://claude.com/claude-codehttps://claude.com/claude-code
https://patch-diff.githubusercontent.com/muzahidul-opti
Test: Add comprehensive holdout test scenarios aligned with Swift SDKhttps://patch-diff.githubusercontent.com/optimizely/python-sdk/pull/472/commits/9592fa6ddafac8047de81b55da8beed70dac02a5
9592fa6https://patch-diff.githubusercontent.com/optimizely/python-sdk/pull/472/commits/9592fa6ddafac8047de81b55da8beed70dac02a5
https://patch-diff.githubusercontent.com/muzahidul-opti
muzahidul-optihttps://patch-diff.githubusercontent.com/muzahidul-opti
December 15, 2025 15:18https://patch-diff.githubusercontent.com/optimizely/python-sdk/pull/472#event-21569427699
muzahidul-optihttps://patch-diff.githubusercontent.com/muzahidul-opti
December 15, 2025 21:26https://patch-diff.githubusercontent.com/optimizely/python-sdk/pull/472#commits-pushed-64a6d8d
https://patch-diff.githubusercontent.com/muzahidul-opti
Fix holdout variations to use dict format for Swift SDK alignmenthttps://patch-diff.githubusercontent.com/optimizely/python-sdk/pull/472/commits/64a6d8d442e8d569b78c225f9d44fa0ff7804a24
64a6d8dhttps://patch-diff.githubusercontent.com/optimizely/python-sdk/pull/472/commits/64a6d8d442e8d569b78c225f9d44fa0ff7804a24
https://patch-diff.githubusercontent.com/muzahidul-opti
Fix config tests for holdout entity changeshttps://patch-diff.githubusercontent.com/optimizely/python-sdk/pull/472/commits/a4e6e8cdc3992db50427935101c4eee9b19b5e71
a4e6e8chttps://patch-diff.githubusercontent.com/optimizely/python-sdk/pull/472/commits/a4e6e8cdc3992db50427935101c4eee9b19b5e71
https://patch-diff.githubusercontent.com/muzahidul-opti
Add rollout decision logging for test compatibilityhttps://patch-diff.githubusercontent.com/optimizely/python-sdk/pull/472/commits/8b301a85a564c1199514072a84215860ecc3d3fb
8b301a8https://patch-diff.githubusercontent.com/optimizely/python-sdk/pull/472/commits/8b301a85a564c1199514072a84215860ecc3d3fb
https://patch-diff.githubusercontent.com/muzahidul-opti
Fix user profile tracking in get_variation_for_featurehttps://patch-diff.githubusercontent.com/optimizely/python-sdk/pull/472/commits/9d18379b98483e435626b049d0d71cd2e454a4fe
9d18379https://patch-diff.githubusercontent.com/optimizely/python-sdk/pull/472/commits/9d18379b98483e435626b049d0d71cd2e454a4fe
https://patch-diff.githubusercontent.com/muzahidul-opti
Fix holdout initialization for missing includedFlags/excludedFlagshttps://patch-diff.githubusercontent.com/optimizely/python-sdk/pull/472/commits/3d68a24b795e393e823028fd0ef4748629b0dec3
3d68a24https://patch-diff.githubusercontent.com/optimizely/python-sdk/pull/472/commits/3d68a24b795e393e823028fd0ef4748629b0dec3
https://patch-diff.githubusercontent.com/muzahidul-opti
Fix holdout variation lookup in impression event creationhttps://patch-diff.githubusercontent.com/optimizely/python-sdk/pull/472/commits/89d00a71b0ddb542b15dc2645e5bb194919225aa
89d00a7https://patch-diff.githubusercontent.com/optimizely/python-sdk/pull/472/commits/89d00a71b0ddb542b15dc2645e5bb194919225aa
https://patch-diff.githubusercontent.com/muzahidul-opti
Fix event payload to handle holdout dict variationshttps://patch-diff.githubusercontent.com/optimizely/python-sdk/pull/472/commits/c5fbb628a4abf5abec8b1193303ee4444403def8
c5fbb62https://patch-diff.githubusercontent.com/optimizely/python-sdk/pull/472/commits/c5fbb628a4abf5abec8b1193303ee4444403def8
https://patch-diff.githubusercontent.com/muzahidul-opti
Fix holdout priority order - global holdouts take precedencehttps://patch-diff.githubusercontent.com/optimizely/python-sdk/pull/472/commits/cfafe66ece20049c84de28894e336c7ed37c90c5
cfafe66https://patch-diff.githubusercontent.com/optimizely/python-sdk/pull/472/commits/cfafe66ece20049c84de28894e336c7ed37c90c5
https://patch-diff.githubusercontent.com/muzahidul-opti
muzahidul-optihttps://patch-diff.githubusercontent.com/muzahidul-opti
Dec 19, 2025https://patch-diff.githubusercontent.com/optimizely/python-sdk/pull/472#event-21667743077
Sign up for freehttps://patch-diff.githubusercontent.com/join?source=comment-repo
Sign in to commenthttps://patch-diff.githubusercontent.com/login?return_to=https%3A%2F%2Fgithub.com%2Foptimizely%2Fpython-sdk%2Fpull%2F472
https://patch-diff.githubusercontent.com/muzahidul-opti
muzahidul-opti https://patch-diff.githubusercontent.com/muzahidul-opti
Please reload this pagehttps://patch-diff.githubusercontent.com/optimizely/python-sdk/pull/472
https://patch-diff.githubusercontent.com/muzahidul-opti
https://patch-diff.githubusercontent.com/apps/copilot-swe-agent
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.