René's URL Explorer Experiment

Title: GitHub - github-sc/spark: Apache Spark

Open Graph Title: GitHub - github-sc/spark: Apache Spark

X Title: GitHub - github-sc/spark: Apache Spark

Description: Apache Spark. Contribute to github-sc/spark development by creating an account on GitHub.

Open Graph Description: Apache Spark. Contribute to github-sc/spark development by creating an account on GitHub.

X Description: Apache Spark. Contribute to github-sc/spark development by creating an account on GitHub.

Opengraph URL: https://github.com/github-sc/spark

X: @github

direct link

Domain: patch-diff.githubusercontent.com

route-pattern	/:user_id/:repository
route-controller	files
route-action	disambiguate
fetch-nonce	v2:1ab63161-c728-6460-e438-2ac21bf9c8d5
current-catalog-service-hash	f3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb
request-id	CE66:451B6:45F7D3C:605C618:6977FB5A
html-safe-nonce	11a4049a8415e3954a5ea788981a03d1fb62f2f61dc8336f00542dccd7f21527
visitor-payload	eyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiJDRTY2OjQ1MUI2OjQ1RjdEM0M6NjA1QzYxODo2OTc3RkI1QSIsInZpc2l0b3JfaWQiOiI4ODMxNDYxNDE4MjM1MDY3MjI2IiwicmVnaW9uX2VkZ2UiOiJpYWQiLCJyZWdpb25fcmVuZGVyIjoiaWFkIn0=
visitor-hmac	ebb3fb453bf12510796e0c30f2c6e6fcc1072f99eb51516614f7a5cf1ef2ccbc
hovercard-subject-tag	repository:204101846
github-keyboard-shortcuts	repository,copilot
google-site-verification	Apib7-x98H0j5cPqHWwSMm6dNU4GmODRoqxLiDzdx9I
octolytics-url	https://collector.github.com/github/collect
analytics-location	//
fb:app_id	1401488693436528
apple-itunes-app	app-id=1477376905, app-argument=https://github.com/github-sc/spark
twitter:image	https://opengraph.githubassets.com/ba59a2e727ad88209c45bf4b73047ef85ea273cbb0604019f07ea5972f7eb5f2/github-sc/spark
twitter:card	summary_large_image
og:image	https://opengraph.githubassets.com/ba59a2e727ad88209c45bf4b73047ef85ea273cbb0604019f07ea5972f7eb5f2/github-sc/spark
og:image:alt	Apache Spark. Contribute to github-sc/spark development by creating an account on GitHub.
og:image:width	1200
og:image:height	600
og:site_name	GitHub
og:type	object
hostname	github.com
expected-hostname	github.com
None	9306bf4a8c8a88a5945f83e25033fc5e6fb7a05f40c5fca300ac67db7fee56ae
turbo-cache-control	no-preview
go-import	github.com/github-sc/spark git https://github.com/github-sc/spark.git
octolytics-dimension-user_id	24487511
octolytics-dimension-user_login	github-sc
octolytics-dimension-repository_id	204101846
octolytics-dimension-repository_nwo	github-sc/spark
octolytics-dimension-repository_public	true
octolytics-dimension-repository_is_fork	true
octolytics-dimension-repository_parent_id	17165658
octolytics-dimension-repository_parent_nwo	apache/spark
octolytics-dimension-repository_network_root_id	17165658
octolytics-dimension-repository_network_root_nwo	apache/spark
turbo-body-classes	logged-out env-production page-responsive
disable-turbo	false
browser-stats-url	https://api.github.com/_private/browser/stats
browser-errors-url	https://api.github.com/_private/browser/errors
release	c586ac0f2edbf5b31f9ca03622220a4285e2def8
ui-target	full
theme-color	#1e2327
color-scheme	light dark

Links:

Skip to content	https://patch-diff.githubusercontent.com/github-sc/spark#start-of-content
	https://patch-diff.githubusercontent.com/
Sign in	https://patch-diff.githubusercontent.com/login?return_to=https%3A%2F%2Fgithub.com%2Fgithub-sc%2Fspark
GitHub CopilotWrite better code with AI	https://github.com/features/copilot
GitHub SparkBuild and deploy intelligent apps	https://github.com/features/spark
GitHub ModelsManage and compare prompts	https://github.com/features/models
MCP RegistryNewIntegrate external tools	https://github.com/mcp
ActionsAutomate any workflow	https://github.com/features/actions
CodespacesInstant dev environments	https://github.com/features/codespaces
IssuesPlan and track work	https://github.com/features/issues
Code ReviewManage code changes	https://github.com/features/code-review
GitHub Advanced SecurityFind and fix vulnerabilities	https://github.com/security/advanced-security
Code securitySecure your code as you build	https://github.com/security/advanced-security/code-security
Secret protectionStop leaks before they start	https://github.com/security/advanced-security/secret-protection
Why GitHub	https://github.com/why-github
Documentation	https://docs.github.com
Blog	https://github.blog
Changelog	https://github.blog/changelog
Marketplace	https://github.com/marketplace
View all features	https://github.com/features
Enterprises	https://github.com/enterprise
Small and medium teams	https://github.com/team
Startups	https://github.com/enterprise/startups
Nonprofits	https://github.com/solutions/industry/nonprofits
App Modernization	https://github.com/solutions/use-case/app-modernization
DevSecOps	https://github.com/solutions/use-case/devsecops
DevOps	https://github.com/solutions/use-case/devops
CI/CD	https://github.com/solutions/use-case/ci-cd
View all use cases	https://github.com/solutions/use-case
Healthcare	https://github.com/solutions/industry/healthcare
Financial services	https://github.com/solutions/industry/financial-services
Manufacturing	https://github.com/solutions/industry/manufacturing
Government	https://github.com/solutions/industry/government
View all industries	https://github.com/solutions/industry
View all solutions	https://github.com/solutions
AI	https://github.com/resources/articles?topic=ai
Software Development	https://github.com/resources/articles?topic=software-development
DevOps	https://github.com/resources/articles?topic=devops
Security	https://github.com/resources/articles?topic=security
View all topics	https://github.com/resources/articles
Customer stories	https://github.com/customer-stories
Events & webinars	https://github.com/resources/events
Ebooks & reports	https://github.com/resources/whitepapers
Business insights	https://github.com/solutions/executive-insights
GitHub Skills	https://skills.github.com
Documentation	https://docs.github.com
Customer support	https://support.github.com
Community forum	https://github.com/orgs/community/discussions
Trust center	https://github.com/trust-center
Partners	https://github.com/partners
GitHub SponsorsFund open source developers	https://github.com/sponsors
Security Lab	https://securitylab.github.com
Maintainer Community	https://maintainers.github.com
Accelerator	https://github.com/accelerator
Archive Program	https://archiveprogram.github.com
Topics	https://github.com/topics
Trending	https://github.com/trending
Collections	https://github.com/collections
Enterprise platformAI-powered developer platform	https://github.com/enterprise
GitHub Advanced SecurityEnterprise-grade security features	https://github.com/security/advanced-security
Copilot for BusinessEnterprise-grade AI features	https://github.com/features/copilot/copilot-business
Premium SupportEnterprise-grade 24/7 support	https://github.com/premium-support
Pricing	https://github.com/pricing
Search syntax tips	https://docs.github.com/search-github/github-code-search/understanding-github-code-search-syntax
documentation	https://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%2Fgithub-sc%2Fspark
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=github-sc%2Fspark
Reload	https://patch-diff.githubusercontent.com/github-sc/spark
Reload	https://patch-diff.githubusercontent.com/github-sc/spark
Reload	https://patch-diff.githubusercontent.com/github-sc/spark
github-sc	https://patch-diff.githubusercontent.com/github-sc
spark	https://patch-diff.githubusercontent.com/github-sc/spark
apache/spark	https://patch-diff.githubusercontent.com/apache/spark
Notifications	https://patch-diff.githubusercontent.com/login?return_to=%2Fgithub-sc%2Fspark
Fork 0	https://patch-diff.githubusercontent.com/login?return_to=%2Fgithub-sc%2Fspark
Star 0	https://patch-diff.githubusercontent.com/login?return_to=%2Fgithub-sc%2Fspark
Apache-2.0 LICENSE	https://patch-diff.githubusercontent.com/github-sc/spark/blob/master/LICENSE
Apache-2.0 LICENSE-binary	https://patch-diff.githubusercontent.com/github-sc/spark/blob/master/LICENSE-binary
0 stars	https://patch-diff.githubusercontent.com/github-sc/spark/stargazers
29k forks	https://patch-diff.githubusercontent.com/github-sc/spark/forks
Branches	https://patch-diff.githubusercontent.com/github-sc/spark/branches
Tags	https://patch-diff.githubusercontent.com/github-sc/spark/tags
Activity	https://patch-diff.githubusercontent.com/github-sc/spark/activity
Star	https://patch-diff.githubusercontent.com/login?return_to=%2Fgithub-sc%2Fspark
Notifications	https://patch-diff.githubusercontent.com/login?return_to=%2Fgithub-sc%2Fspark
Code	https://patch-diff.githubusercontent.com/github-sc/spark
Pull requests 0	https://patch-diff.githubusercontent.com/github-sc/spark/pulls
Actions	https://patch-diff.githubusercontent.com/github-sc/spark/actions
Projects 0	https://patch-diff.githubusercontent.com/github-sc/spark/projects
Security 0	https://patch-diff.githubusercontent.com/github-sc/spark/security
Insights	https://patch-diff.githubusercontent.com/github-sc/spark/pulse
Code	https://patch-diff.githubusercontent.com/github-sc/spark
Pull requests	https://patch-diff.githubusercontent.com/github-sc/spark/pulls
Actions	https://patch-diff.githubusercontent.com/github-sc/spark/actions
Projects	https://patch-diff.githubusercontent.com/github-sc/spark/projects
Security	https://patch-diff.githubusercontent.com/github-sc/spark/security
Insights	https://patch-diff.githubusercontent.com/github-sc/spark/pulse
Branches	https://patch-diff.githubusercontent.com/github-sc/spark/branches
Tags	https://patch-diff.githubusercontent.com/github-sc/spark/tags
	https://patch-diff.githubusercontent.com/github-sc/spark/branches
	https://patch-diff.githubusercontent.com/github-sc/spark/tags
24,998 Commits	https://patch-diff.githubusercontent.com/github-sc/spark/commits/master/
	https://patch-diff.githubusercontent.com/github-sc/spark/commits/master/
.github	https://patch-diff.githubusercontent.com/github-sc/spark/tree/master/.github
.github	https://patch-diff.githubusercontent.com/github-sc/spark/tree/master/.github
R	https://patch-diff.githubusercontent.com/github-sc/spark/tree/master/R
R	https://patch-diff.githubusercontent.com/github-sc/spark/tree/master/R
assembly	https://patch-diff.githubusercontent.com/github-sc/spark/tree/master/assembly
assembly	https://patch-diff.githubusercontent.com/github-sc/spark/tree/master/assembly
bin	https://patch-diff.githubusercontent.com/github-sc/spark/tree/master/bin
bin	https://patch-diff.githubusercontent.com/github-sc/spark/tree/master/bin
build	https://patch-diff.githubusercontent.com/github-sc/spark/tree/master/build
build	https://patch-diff.githubusercontent.com/github-sc/spark/tree/master/build
common	https://patch-diff.githubusercontent.com/github-sc/spark/tree/master/common
common	https://patch-diff.githubusercontent.com/github-sc/spark/tree/master/common
conf	https://patch-diff.githubusercontent.com/github-sc/spark/tree/master/conf
conf	https://patch-diff.githubusercontent.com/github-sc/spark/tree/master/conf
core	https://patch-diff.githubusercontent.com/github-sc/spark/tree/master/core
core	https://patch-diff.githubusercontent.com/github-sc/spark/tree/master/core
data	https://patch-diff.githubusercontent.com/github-sc/spark/tree/master/data
data	https://patch-diff.githubusercontent.com/github-sc/spark/tree/master/data
dev	https://patch-diff.githubusercontent.com/github-sc/spark/tree/master/dev
dev	https://patch-diff.githubusercontent.com/github-sc/spark/tree/master/dev
docs	https://patch-diff.githubusercontent.com/github-sc/spark/tree/master/docs
docs	https://patch-diff.githubusercontent.com/github-sc/spark/tree/master/docs
examples	https://patch-diff.githubusercontent.com/github-sc/spark/tree/master/examples
examples	https://patch-diff.githubusercontent.com/github-sc/spark/tree/master/examples
external	https://patch-diff.githubusercontent.com/github-sc/spark/tree/master/external
external	https://patch-diff.githubusercontent.com/github-sc/spark/tree/master/external
graph	https://patch-diff.githubusercontent.com/github-sc/spark/tree/master/graph
graph	https://patch-diff.githubusercontent.com/github-sc/spark/tree/master/graph
graphx	https://patch-diff.githubusercontent.com/github-sc/spark/tree/master/graphx
graphx	https://patch-diff.githubusercontent.com/github-sc/spark/tree/master/graphx
hadoop-cloud	https://patch-diff.githubusercontent.com/github-sc/spark/tree/master/hadoop-cloud
hadoop-cloud	https://patch-diff.githubusercontent.com/github-sc/spark/tree/master/hadoop-cloud
launcher	https://patch-diff.githubusercontent.com/github-sc/spark/tree/master/launcher
launcher	https://patch-diff.githubusercontent.com/github-sc/spark/tree/master/launcher
licenses-binary	https://patch-diff.githubusercontent.com/github-sc/spark/tree/master/licenses-binary
licenses-binary	https://patch-diff.githubusercontent.com/github-sc/spark/tree/master/licenses-binary
licenses	https://patch-diff.githubusercontent.com/github-sc/spark/tree/master/licenses
licenses	https://patch-diff.githubusercontent.com/github-sc/spark/tree/master/licenses
mllib-local	https://patch-diff.githubusercontent.com/github-sc/spark/tree/master/mllib-local
mllib-local	https://patch-diff.githubusercontent.com/github-sc/spark/tree/master/mllib-local
mllib	https://patch-diff.githubusercontent.com/github-sc/spark/tree/master/mllib
mllib	https://patch-diff.githubusercontent.com/github-sc/spark/tree/master/mllib
project	https://patch-diff.githubusercontent.com/github-sc/spark/tree/master/project
project	https://patch-diff.githubusercontent.com/github-sc/spark/tree/master/project
python	https://patch-diff.githubusercontent.com/github-sc/spark/tree/master/python
python	https://patch-diff.githubusercontent.com/github-sc/spark/tree/master/python
repl	https://patch-diff.githubusercontent.com/github-sc/spark/tree/master/repl
repl	https://patch-diff.githubusercontent.com/github-sc/spark/tree/master/repl
resource-managers	https://patch-diff.githubusercontent.com/github-sc/spark/tree/master/resource-managers
resource-managers	https://patch-diff.githubusercontent.com/github-sc/spark/tree/master/resource-managers
sbin	https://patch-diff.githubusercontent.com/github-sc/spark/tree/master/sbin
sbin	https://patch-diff.githubusercontent.com/github-sc/spark/tree/master/sbin
sql	https://patch-diff.githubusercontent.com/github-sc/spark/tree/master/sql
sql	https://patch-diff.githubusercontent.com/github-sc/spark/tree/master/sql
streaming	https://patch-diff.githubusercontent.com/github-sc/spark/tree/master/streaming
streaming	https://patch-diff.githubusercontent.com/github-sc/spark/tree/master/streaming
tools	https://patch-diff.githubusercontent.com/github-sc/spark/tree/master/tools
tools	https://patch-diff.githubusercontent.com/github-sc/spark/tree/master/tools
.gitattributes	https://patch-diff.githubusercontent.com/github-sc/spark/blob/master/.gitattributes
.gitattributes	https://patch-diff.githubusercontent.com/github-sc/spark/blob/master/.gitattributes
.gitignore	https://patch-diff.githubusercontent.com/github-sc/spark/blob/master/.gitignore
.gitignore	https://patch-diff.githubusercontent.com/github-sc/spark/blob/master/.gitignore
CONTRIBUTING.md	https://patch-diff.githubusercontent.com/github-sc/spark/blob/master/CONTRIBUTING.md
CONTRIBUTING.md	https://patch-diff.githubusercontent.com/github-sc/spark/blob/master/CONTRIBUTING.md
LICENSE	https://patch-diff.githubusercontent.com/github-sc/spark/blob/master/LICENSE
LICENSE	https://patch-diff.githubusercontent.com/github-sc/spark/blob/master/LICENSE
LICENSE-binary	https://patch-diff.githubusercontent.com/github-sc/spark/blob/master/LICENSE-binary
LICENSE-binary	https://patch-diff.githubusercontent.com/github-sc/spark/blob/master/LICENSE-binary
NOTICE	https://patch-diff.githubusercontent.com/github-sc/spark/blob/master/NOTICE
NOTICE	https://patch-diff.githubusercontent.com/github-sc/spark/blob/master/NOTICE
NOTICE-binary	https://patch-diff.githubusercontent.com/github-sc/spark/blob/master/NOTICE-binary
NOTICE-binary	https://patch-diff.githubusercontent.com/github-sc/spark/blob/master/NOTICE-binary
README.md	https://patch-diff.githubusercontent.com/github-sc/spark/blob/master/README.md
README.md	https://patch-diff.githubusercontent.com/github-sc/spark/blob/master/README.md
appveyor.yml	https://patch-diff.githubusercontent.com/github-sc/spark/blob/master/appveyor.yml
appveyor.yml	https://patch-diff.githubusercontent.com/github-sc/spark/blob/master/appveyor.yml
pom.xml	https://patch-diff.githubusercontent.com/github-sc/spark/blob/master/pom.xml
pom.xml	https://patch-diff.githubusercontent.com/github-sc/spark/blob/master/pom.xml
scalastyle-config.xml	https://patch-diff.githubusercontent.com/github-sc/spark/blob/master/scalastyle-config.xml
scalastyle-config.xml	https://patch-diff.githubusercontent.com/github-sc/spark/blob/master/scalastyle-config.xml
README	https://patch-diff.githubusercontent.com/github-sc/spark
Contributing	https://patch-diff.githubusercontent.com/github-sc/spark
Apache-2.0 license	https://patch-diff.githubusercontent.com/github-sc/spark
Apache-2.0 license	https://patch-diff.githubusercontent.com/github-sc/spark
Security	https://patch-diff.githubusercontent.com/github-sc/spark
	https://patch-diff.githubusercontent.com/github-sc/spark#apache-spark
https://spark.apache.org/	https://spark.apache.org/
	https://amplab.cs.berkeley.edu/jenkins/job/spark-master-test-sbt-hadoop-2.7
	https://ci.appveyor.com/project/ApacheSoftwareFoundation/spark
	https://spark-test.github.io/pyspark-coverage-site
	https://patch-diff.githubusercontent.com/github-sc/spark#online-documentation
project web page	https://spark.apache.org/documentation.html
	https://patch-diff.githubusercontent.com/github-sc/spark#building-spark
Apache Maven	https://maven.apache.org/
"Parallel builds in Maven 3"	https://cwiki.apache.org/confluence/display/MAVEN/Parallel+builds+in+Maven+3
"Building Spark"	https://spark.apache.org/docs/latest/building-spark.html
"Useful Developer Tools"	https://spark.apache.org/developer-tools.html
	https://patch-diff.githubusercontent.com/github-sc/spark#interactive-scala-shell
	https://patch-diff.githubusercontent.com/github-sc/spark#interactive-python-shell
	https://patch-diff.githubusercontent.com/github-sc/spark#example-programs
	https://patch-diff.githubusercontent.com/github-sc/spark#running-tests
building Spark	https://patch-diff.githubusercontent.com/github-sc/spark#building-spark
run tests for a module, or individual tests	https://spark.apache.org/developer-tools.html#individual-tests
	https://patch-diff.githubusercontent.com/github-sc/spark#a-note-about-hadoop-versions
"Specifying the Hadoop Version and Enabling YARN"	https://spark.apache.org/docs/latest/building-spark.html#specifying-the-hadoop-version-and-enabling-yarn
	https://patch-diff.githubusercontent.com/github-sc/spark#configuration
Configuration Guide	https://spark.apache.org/docs/latest/configuration.html
	https://patch-diff.githubusercontent.com/github-sc/spark#contributing
Contribution to Spark guide	https://spark.apache.org/contributing.html
Readme	https://patch-diff.githubusercontent.com/github-sc/spark#readme-ov-file
Apache-2.0 LICENSE	https://patch-diff.githubusercontent.com/github-sc/spark/blob/master/LICENSE
Apache-2.0 LICENSE-binary	https://patch-diff.githubusercontent.com/github-sc/spark/blob/master/LICENSE-binary
Contributing	https://patch-diff.githubusercontent.com/github-sc/spark#contributing-ov-file
Security policy	https://patch-diff.githubusercontent.com/github-sc/spark#security-ov-file
Please reload this page	https://patch-diff.githubusercontent.com/github-sc/spark
Activity	https://patch-diff.githubusercontent.com/github-sc/spark/activity
0 stars	https://patch-diff.githubusercontent.com/github-sc/spark/stargazers
0 watching	https://patch-diff.githubusercontent.com/github-sc/spark/watchers
0 forks	https://patch-diff.githubusercontent.com/github-sc/spark/forks
Report repository	https://patch-diff.githubusercontent.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2Fgithub-sc%2Fspark&report=github-sc+%28user%29
Releases	https://patch-diff.githubusercontent.com/github-sc/spark/releases
103 tags	https://patch-diff.githubusercontent.com/github-sc/spark/tags
Packages 0	https://patch-diff.githubusercontent.com/users/github-sc/packages?repo_name=spark
	https://github.com
Terms	https://docs.github.com/site-policy/github-terms/github-terms-of-service
Privacy	https://docs.github.com/site-policy/privacy-policies/github-privacy-statement
Security	https://github.com/security
Status	https://www.githubstatus.com/
Community	https://github.community/
Docs	https://docs.github.com/
Contact	https://support.github.com?tags=dotcom-footer

Viewport: width=device-width

URLs of crawlers that visited me.