René's URL Explorer Experiment


Title: GitHub - zarr-developers/zarr-python: An implementation of chunked, compressed, N-dimensional arrays for Python.

Open Graph Title: GitHub - zarr-developers/zarr-python: An implementation of chunked, compressed, N-dimensional arrays for Python.

X Title: GitHub - zarr-developers/zarr-python: An implementation of chunked, compressed, N-dimensional arrays for Python.

Description: An implementation of chunked, compressed, N-dimensional arrays for Python. - zarr-developers/zarr-python

Open Graph Description: An implementation of chunked, compressed, N-dimensional arrays for Python. - zarr-developers/zarr-python

X Description: An implementation of chunked, compressed, N-dimensional arrays for Python. - zarr-developers/zarr-python

Opengraph URL: https://github.com/zarr-developers/zarr-python

X: @github

direct link

Domain: patch-diff.githubusercontent.com

route-pattern/:user_id/:repository
route-controllerfiles
route-actiondisambiguate
fetch-noncev2:b6c59594-86ac-12b2-36bf-5987e16e52cc
current-catalog-service-hashf3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb
request-idDD74:C2EEF:8097CF:B5DFD3:696E5E8D
html-safe-nonceb75f584abe206e54013403fd0d45558cbbd8cd2c9b89aa8af82d99100e6b9e57
visitor-payloadeyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiJERDc0OkMyRUVGOjgwOTdDRjpCNURGRDM6Njk2RTVFOEQiLCJ2aXNpdG9yX2lkIjoiNzgxOTkzNzAzODk3OTgwNTU3IiwicmVnaW9uX2VkZ2UiOiJpYWQiLCJyZWdpb25fcmVuZGVyIjoiaWFkIn0=
visitor-hmac2ab9aab02d58892018f26ef208eea8b4a569b862d6c1119ff92d13ee359e5741
hovercard-subject-tagrepository:48049137
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/zarr-developers/zarr-python
twitter:imagehttps://repository-images.githubusercontent.com/48049137/3f485efe-eab8-4746-a22f-d8d40cb18f47
twitter:cardsummary_large_image
og:imagehttps://repository-images.githubusercontent.com/48049137/3f485efe-eab8-4746-a22f-d8d40cb18f47
og:image:altAn implementation of chunked, compressed, N-dimensional arrays for Python. - zarr-developers/zarr-python
og:site_nameGitHub
og:typeobject
hostnamegithub.com
expected-hostnamegithub.com
Nonef68b42d371252b0f236260d6234f4304a806fe5ac43d59faa21fb59d80df103b
turbo-cache-controlno-preview
go-importgithub.com/zarr-developers/zarr-python git https://github.com/zarr-developers/zarr-python.git
octolytics-dimension-user_id35050297
octolytics-dimension-user_loginzarr-developers
octolytics-dimension-repository_id48049137
octolytics-dimension-repository_nwozarr-developers/zarr-python
octolytics-dimension-repository_publictrue
octolytics-dimension-repository_is_forkfalse
octolytics-dimension-repository_network_root_id48049137
octolytics-dimension-repository_network_root_nwozarr-developers/zarr-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
release6b74bc8dbcd10b5d69fd9ee9d2cfdc8b35e18a4c
ui-targetcanary-2
theme-color#1e2327
color-schemelight dark

Links:

Skip to contenthttps://patch-diff.githubusercontent.com/zarr-developers/zarr-python#start-of-content
https://patch-diff.githubusercontent.com/
Sign in https://patch-diff.githubusercontent.com/login?return_to=https%3A%2F%2Fgithub.com%2Fzarr-developers%2Fzarr-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%2Fzarr-developers%2Fzarr-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=zarr-developers%2Fzarr-python
Reloadhttps://patch-diff.githubusercontent.com/zarr-developers/zarr-python
Reloadhttps://patch-diff.githubusercontent.com/zarr-developers/zarr-python
Reloadhttps://patch-diff.githubusercontent.com/zarr-developers/zarr-python
zarr-developers https://patch-diff.githubusercontent.com/zarr-developers
zarr-pythonhttps://patch-diff.githubusercontent.com/zarr-developers/zarr-python
Please reload this pagehttps://patch-diff.githubusercontent.com/zarr-developers/zarr-python
Notifications https://patch-diff.githubusercontent.com/login?return_to=%2Fzarr-developers%2Fzarr-python
Fork 376 https://patch-diff.githubusercontent.com/login?return_to=%2Fzarr-developers%2Fzarr-python
Star 1.9k https://patch-diff.githubusercontent.com/login?return_to=%2Fzarr-developers%2Fzarr-python
zarr.readthedocs.iohttps://zarr.readthedocs.io
MIT license https://patch-diff.githubusercontent.com/zarr-developers/zarr-python/blob/main/LICENSE.txt
1.9k stars https://patch-diff.githubusercontent.com/zarr-developers/zarr-python/stargazers
376 forks https://patch-diff.githubusercontent.com/zarr-developers/zarr-python/forks
Branches https://patch-diff.githubusercontent.com/zarr-developers/zarr-python/branches
Tags https://patch-diff.githubusercontent.com/zarr-developers/zarr-python/tags
Activity https://patch-diff.githubusercontent.com/zarr-developers/zarr-python/activity
Star https://patch-diff.githubusercontent.com/login?return_to=%2Fzarr-developers%2Fzarr-python
Notifications https://patch-diff.githubusercontent.com/login?return_to=%2Fzarr-developers%2Fzarr-python
Code https://patch-diff.githubusercontent.com/zarr-developers/zarr-python
Issues 454 https://patch-diff.githubusercontent.com/zarr-developers/zarr-python/issues
Pull requests 84 https://patch-diff.githubusercontent.com/zarr-developers/zarr-python/pulls
Discussions https://patch-diff.githubusercontent.com/zarr-developers/zarr-python/discussions
Actions https://patch-diff.githubusercontent.com/zarr-developers/zarr-python/actions
Projects 3 https://patch-diff.githubusercontent.com/zarr-developers/zarr-python/projects
Security Uh oh! There was an error while loading. Please reload this page. https://patch-diff.githubusercontent.com/zarr-developers/zarr-python/security
Please reload this pagehttps://patch-diff.githubusercontent.com/zarr-developers/zarr-python
Insights https://patch-diff.githubusercontent.com/zarr-developers/zarr-python/pulse
Code https://patch-diff.githubusercontent.com/zarr-developers/zarr-python
Issues https://patch-diff.githubusercontent.com/zarr-developers/zarr-python/issues
Pull requests https://patch-diff.githubusercontent.com/zarr-developers/zarr-python/pulls
Discussions https://patch-diff.githubusercontent.com/zarr-developers/zarr-python/discussions
Actions https://patch-diff.githubusercontent.com/zarr-developers/zarr-python/actions
Projects https://patch-diff.githubusercontent.com/zarr-developers/zarr-python/projects
Security https://patch-diff.githubusercontent.com/zarr-developers/zarr-python/security
Insights https://patch-diff.githubusercontent.com/zarr-developers/zarr-python/pulse
Brancheshttps://patch-diff.githubusercontent.com/zarr-developers/zarr-python/branches
Tagshttps://patch-diff.githubusercontent.com/zarr-developers/zarr-python/tags
https://patch-diff.githubusercontent.com/zarr-developers/zarr-python/branches
https://patch-diff.githubusercontent.com/zarr-developers/zarr-python/tags
2,747 Commitshttps://patch-diff.githubusercontent.com/zarr-developers/zarr-python/commits/main/
https://patch-diff.githubusercontent.com/zarr-developers/zarr-python/commits/main/
.githubhttps://patch-diff.githubusercontent.com/zarr-developers/zarr-python/tree/main/.github
.githubhttps://patch-diff.githubusercontent.com/zarr-developers/zarr-python/tree/main/.github
benchhttps://patch-diff.githubusercontent.com/zarr-developers/zarr-python/tree/main/bench
benchhttps://patch-diff.githubusercontent.com/zarr-developers/zarr-python/tree/main/bench
changeshttps://patch-diff.githubusercontent.com/zarr-developers/zarr-python/tree/main/changes
changeshttps://patch-diff.githubusercontent.com/zarr-developers/zarr-python/tree/main/changes
cihttps://patch-diff.githubusercontent.com/zarr-developers/zarr-python/tree/main/ci
cihttps://patch-diff.githubusercontent.com/zarr-developers/zarr-python/tree/main/ci
docshttps://patch-diff.githubusercontent.com/zarr-developers/zarr-python/tree/main/docs
docshttps://patch-diff.githubusercontent.com/zarr-developers/zarr-python/tree/main/docs
exampleshttps://patch-diff.githubusercontent.com/zarr-developers/zarr-python/tree/main/examples
exampleshttps://patch-diff.githubusercontent.com/zarr-developers/zarr-python/tree/main/examples
src/zarrhttps://patch-diff.githubusercontent.com/zarr-developers/zarr-python/tree/main/src/zarr
src/zarrhttps://patch-diff.githubusercontent.com/zarr-developers/zarr-python/tree/main/src/zarr
testshttps://patch-diff.githubusercontent.com/zarr-developers/zarr-python/tree/main/tests
testshttps://patch-diff.githubusercontent.com/zarr-developers/zarr-python/tree/main/tests
.git-blame-ignore-revshttps://patch-diff.githubusercontent.com/zarr-developers/zarr-python/blob/main/.git-blame-ignore-revs
.git-blame-ignore-revshttps://patch-diff.githubusercontent.com/zarr-developers/zarr-python/blob/main/.git-blame-ignore-revs
.git_archival.txthttps://patch-diff.githubusercontent.com/zarr-developers/zarr-python/blob/main/.git_archival.txt
.git_archival.txthttps://patch-diff.githubusercontent.com/zarr-developers/zarr-python/blob/main/.git_archival.txt
.gitattributeshttps://patch-diff.githubusercontent.com/zarr-developers/zarr-python/blob/main/.gitattributes
.gitattributeshttps://patch-diff.githubusercontent.com/zarr-developers/zarr-python/blob/main/.gitattributes
.gitignorehttps://patch-diff.githubusercontent.com/zarr-developers/zarr-python/blob/main/.gitignore
.gitignorehttps://patch-diff.githubusercontent.com/zarr-developers/zarr-python/blob/main/.gitignore
.pre-commit-config.yamlhttps://patch-diff.githubusercontent.com/zarr-developers/zarr-python/blob/main/.pre-commit-config.yaml
.pre-commit-config.yamlhttps://patch-diff.githubusercontent.com/zarr-developers/zarr-python/blob/main/.pre-commit-config.yaml
.pyup.ymlhttps://patch-diff.githubusercontent.com/zarr-developers/zarr-python/blob/main/.pyup.yml
.pyup.ymlhttps://patch-diff.githubusercontent.com/zarr-developers/zarr-python/blob/main/.pyup.yml
.readthedocs.yamlhttps://patch-diff.githubusercontent.com/zarr-developers/zarr-python/blob/main/.readthedocs.yaml
.readthedocs.yamlhttps://patch-diff.githubusercontent.com/zarr-developers/zarr-python/blob/main/.readthedocs.yaml
FUNDING.ymlhttps://patch-diff.githubusercontent.com/zarr-developers/zarr-python/blob/main/FUNDING.yml
FUNDING.ymlhttps://patch-diff.githubusercontent.com/zarr-developers/zarr-python/blob/main/FUNDING.yml
LICENSE.txthttps://patch-diff.githubusercontent.com/zarr-developers/zarr-python/blob/main/LICENSE.txt
LICENSE.txthttps://patch-diff.githubusercontent.com/zarr-developers/zarr-python/blob/main/LICENSE.txt
README.mdhttps://patch-diff.githubusercontent.com/zarr-developers/zarr-python/blob/main/README.md
README.mdhttps://patch-diff.githubusercontent.com/zarr-developers/zarr-python/blob/main/README.md
TEAM.mdhttps://patch-diff.githubusercontent.com/zarr-developers/zarr-python/blob/main/TEAM.md
TEAM.mdhttps://patch-diff.githubusercontent.com/zarr-developers/zarr-python/blob/main/TEAM.md
codecov.ymlhttps://patch-diff.githubusercontent.com/zarr-developers/zarr-python/blob/main/codecov.yml
codecov.ymlhttps://patch-diff.githubusercontent.com/zarr-developers/zarr-python/blob/main/codecov.yml
mkdocs.ymlhttps://patch-diff.githubusercontent.com/zarr-developers/zarr-python/blob/main/mkdocs.yml
mkdocs.ymlhttps://patch-diff.githubusercontent.com/zarr-developers/zarr-python/blob/main/mkdocs.yml
pyproject.tomlhttps://patch-diff.githubusercontent.com/zarr-developers/zarr-python/blob/main/pyproject.toml
pyproject.tomlhttps://patch-diff.githubusercontent.com/zarr-developers/zarr-python/blob/main/pyproject.toml
READMEhttps://patch-diff.githubusercontent.com/zarr-developers/zarr-python
Code of conducthttps://patch-diff.githubusercontent.com/zarr-developers/zarr-python
Contributinghttps://patch-diff.githubusercontent.com/zarr-developers/zarr-python
MIT licensehttps://patch-diff.githubusercontent.com/zarr-developers/zarr-python
https://raw.githubusercontent.com/zarr-developers/community/main/logos/logo2.png
https://patch-diff.githubusercontent.com/zarr-developers/zarr-python#zarr
https://pypi.org/project/zarr/
https://anaconda.org/anaconda/zarr/
https://pypi.org/project/zarr/
https://github.com/zarr-developers/zarr-python/blob/main/LICENSE.txt
https://github.com/zarr-developers/zarr-python/blob/main/.github/workflows/python-package.yml
https://patch-diff.githubusercontent.com/zarr-developers/zarr-python/blob/main
https://codecov.io/gh/zarr-developers/zarr-python
https://zarr.readthedocs.io
https://ossci.zulipchat.com/
https://chanzuckerberg.com/eoss/
https://doi.org/10.5281/zenodo.3773450
https://patch-diff.githubusercontent.com/zarr-developers/zarr-python#what-is-it
documentationhttps://zarr.readthedocs.io
https://patch-diff.githubusercontent.com/zarr-developers/zarr-python#main-features
Createhttps://zarr.readthedocs.io/en/stable/user-guide/arrays.html#creating-an-array
Chunk arrayshttps://zarr.readthedocs.io/en/stable/user-guide/performance.html#chunk-optimizations
Compresshttps://zarr.readthedocs.io/en/stable/user-guide/arrays.html#compressors
Store arrayshttps://zarr.readthedocs.io/en/stable/user-guide/storage.html
Readhttps://zarr.readthedocs.io/en/stable/user-guide/arrays.html#reading-and-writing-data
concurrentlyhttps://zarr.readthedocs.io/en/stable/user-guide/performance.html#parallel-computing-and-synchronization
Writehttps://zarr.readthedocs.io/en/stable/user-guide/arrays.html#reading-and-writing-data
groupshttps://zarr.readthedocs.io/en/stable/quickstart.html#hierarchical-groups
https://patch-diff.githubusercontent.com/zarr-developers/zarr-python#where-to-get-it
installation documentationhttps://zarr.readthedocs.io/en/stable/index.html#installation
zarr.readthedocs.iohttps://zarr.readthedocs.io
python https://patch-diff.githubusercontent.com/topics/python
compressed https://patch-diff.githubusercontent.com/topics/compressed
ndimensional-arrays https://patch-diff.githubusercontent.com/topics/ndimensional-arrays
zarr https://patch-diff.githubusercontent.com/topics/zarr
Readme https://patch-diff.githubusercontent.com/zarr-developers/zarr-python#readme-ov-file
MIT license https://patch-diff.githubusercontent.com/zarr-developers/zarr-python#MIT-1-ov-file
Code of conduct https://patch-diff.githubusercontent.com/zarr-developers/zarr-python#coc-ov-file
Contributing https://patch-diff.githubusercontent.com/zarr-developers/zarr-python#contributing-ov-file
Please reload this pagehttps://patch-diff.githubusercontent.com/zarr-developers/zarr-python
Activityhttps://patch-diff.githubusercontent.com/zarr-developers/zarr-python/activity
Custom propertieshttps://patch-diff.githubusercontent.com/zarr-developers/zarr-python/custom-properties
1.9k starshttps://patch-diff.githubusercontent.com/zarr-developers/zarr-python/stargazers
40 watchinghttps://patch-diff.githubusercontent.com/zarr-developers/zarr-python/watchers
376 forkshttps://patch-diff.githubusercontent.com/zarr-developers/zarr-python/forks
Report repository https://patch-diff.githubusercontent.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2Fzarr-developers%2Fzarr-python&report=zarr-developers+%28user%29
Releases 101https://patch-diff.githubusercontent.com/zarr-developers/zarr-python/releases
v3.1.5 Latest Nov 21, 2025 https://patch-diff.githubusercontent.com/zarr-developers/zarr-python/releases/tag/v3.1.5
+ 100 releaseshttps://patch-diff.githubusercontent.com/zarr-developers/zarr-python/releases
Please reload this pagehttps://patch-diff.githubusercontent.com/zarr-developers/zarr-python
https://numfocus.org/donate-to-zarrhttps://numfocus.org/donate-to-zarr
Learn more about GitHub Sponsorshttps://patch-diff.githubusercontent.com/sponsors
Packages 0https://patch-diff.githubusercontent.com/orgs/zarr-developers/packages?repo_name=zarr-python
Used by 6.4khttps://patch-diff.githubusercontent.com/zarr-developers/zarr-python/network/dependents
+ 6,375 https://patch-diff.githubusercontent.com/zarr-developers/zarr-python/network/dependents
Contributors 150https://patch-diff.githubusercontent.com/zarr-developers/zarr-python/graphs/contributors
https://github.com/alimanfoo
https://github.com/d-v-b
https://github.com/apps/dependabot
https://github.com/jhamman
https://github.com/jakirkham
https://github.com/dstansby
https://github.com/joshmoore
https://github.com/DimitriPapadopoulos
https://github.com/Carreau
https://github.com/apps/pre-commit-ci
https://github.com/dcherian
https://github.com/normanrz
https://github.com/TomAugspurger
https://github.com/maxrjones
+ 136 contributorshttps://patch-diff.githubusercontent.com/zarr-developers/zarr-python/graphs/contributors
Python 100.0% https://patch-diff.githubusercontent.com/zarr-developers/zarr-python/search?l=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.