René's URL Explorer Experiment

Title: GitHub - BIT-DataLab/LakeBench · GitHub

Open Graph Title: GitHub - BIT-DataLab/LakeBench

X Title: GitHub - BIT-DataLab/LakeBench

Description: Contribute to BIT-DataLab/LakeBench development by creating an account on GitHub.

Open Graph Description: Contribute to BIT-DataLab/LakeBench development by creating an account on GitHub.

X Description: Contribute to BIT-DataLab/LakeBench development by creating an account on GitHub.

Opengraph URL: https://github.com/BIT-DataLab/LakeBench

X: @github

direct link

Domain: github.com

route-pattern	/:user_id/:repository
route-controller	files
route-action	disambiguate
fetch-nonce	v2:9f941d16-6179-dacd-3279-7e5a524ee149
current-catalog-service-hash	f3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb
request-id	B006:12F7EE:31D11A0:45543AA:6A634CC3
html-safe-nonce	d79c2ec2aa009506b3a7925bc9fad225433710f75689819c677919e838d6e79c
visitor-payload	eyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiJCMDA2OjEyRjdFRTozMUQxMUEwOjQ1NTQzQUE6NkE2MzRDQzMiLCJ2aXNpdG9yX2lkIjoiNDcwNjUwNTQzNzY4MDQ1NDg1MSIsInJlZ2lvbl9lZGdlIjoiaWFkIiwicmVnaW9uX3JlbmRlciI6ImlhZCJ9
visitor-hmac	5c2e0c1b0b7f68b29f218fe5b7ce8fb48ff133b05a2d780d37c6c80b75ec425a
hovercard-subject-tag	repository:712887946
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/BIT-DataLab/LakeBench
twitter:image	https://opengraph.githubassets.com/069104c4a85985fa4ee4362a927fafd5a7044ba619508d8e32df9a665fa7dd9d/BIT-DataLab/LakeBench
twitter:card	summary_large_image
og:image	https://opengraph.githubassets.com/069104c4a85985fa4ee4362a927fafd5a7044ba619508d8e32df9a665fa7dd9d/BIT-DataLab/LakeBench
og:image:alt	Contribute to BIT-DataLab/LakeBench 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	59e55daad7174ca59d63c6974d58276ccb5477442e550bebb3c035e1bef11c94
turbo-cache-control	no-cache
go-import	github.com/BIT-DataLab/LakeBench git https://github.com/BIT-DataLab/LakeBench.git
octolytics-dimension-user_id	220312444
octolytics-dimension-user_login	BIT-DataLab
octolytics-dimension-repository_id	712887946
octolytics-dimension-repository_nwo	BIT-DataLab/LakeBench
octolytics-dimension-repository_public	true
octolytics-dimension-repository_is_fork	false
octolytics-dimension-repository_network_root_id	712887946
octolytics-dimension-repository_network_root_nwo	BIT-DataLab/LakeBench
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	990295d92a4cc7b63fbbd83a046217cd7d77d49c
ui-target	full
theme-color	#1e2327
color-scheme	light dark

Links:

Skip to content	https://github.com/BIT-DataLab/LakeBench#start-of-content
	https://github.com/
Sign in	https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2FBIT-DataLab%2FLakeBench
GitHub CopilotWrite better code with AI	https://github.com/features/copilot
GitHub Copilot appDirect agents from issue to merge	https://github.com/features/ai/github-app
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
Code QualityEnforce quality at merge	https://github.com/features/code-quality
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
View all resources	https://github.com/resources
GitHub SponsorsFund open source developers	https://github.com/open-source/sponsors
Security Lab	https://securitylab.github.com
Maintainer Community	https://maintainers.github.com
Accelerator	https://github.com/open-source/accelerator
GitHub Stars	https://stars.github.com
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/enterprise/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://github.com/login?return_to=https%3A%2F%2Fgithub.com%2FBIT-DataLab%2FLakeBench
Sign up	https://github.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=BIT-DataLab%2FLakeBench
Reload	https://github.com/BIT-DataLab/LakeBench
Reload	https://github.com/BIT-DataLab/LakeBench
Reload	https://github.com/BIT-DataLab/LakeBench
Please reload this page	https://github.com/BIT-DataLab/LakeBench
BIT-DataLab	https://github.com/BIT-DataLab
LakeBench	https://github.com/BIT-DataLab/LakeBench
Notifications	https://github.com/login?return_to=%2FBIT-DataLab%2FLakeBench
Fork 36	https://github.com/login?return_to=%2FBIT-DataLab%2FLakeBench
Star 1.3k	https://github.com/login?return_to=%2FBIT-DataLab%2FLakeBench
Code	https://github.com/BIT-DataLab/LakeBench
Issues 5	https://github.com/BIT-DataLab/LakeBench/issues
Pull requests 0	https://github.com/BIT-DataLab/LakeBench/pulls
Actions	https://github.com/BIT-DataLab/LakeBench/actions
Projects	https://github.com/BIT-DataLab/LakeBench/projects
Security and quality 0	https://github.com/BIT-DataLab/LakeBench/security
Insights	https://github.com/BIT-DataLab/LakeBench/pulse
Code	https://github.com/BIT-DataLab/LakeBench
Issues	https://github.com/BIT-DataLab/LakeBench/issues
Pull requests	https://github.com/BIT-DataLab/LakeBench/pulls
Actions	https://github.com/BIT-DataLab/LakeBench/actions
Projects	https://github.com/BIT-DataLab/LakeBench/projects
Security and quality	https://github.com/BIT-DataLab/LakeBench/security
Insights	https://github.com/BIT-DataLab/LakeBench/pulse
	https://github.com/BIT-DataLab/LakeBench
Branches	https://github.com/BIT-DataLab/LakeBench/branches
Tags	https://github.com/BIT-DataLab/LakeBench/tags
	https://github.com/BIT-DataLab/LakeBench/branches
	https://github.com/BIT-DataLab/LakeBench/tags
27 Commits	https://github.com/BIT-DataLab/LakeBench/commits/main/
	https://github.com/BIT-DataLab/LakeBench/commits/main/
imgs	https://github.com/BIT-DataLab/LakeBench/tree/main/imgs
imgs	https://github.com/BIT-DataLab/LakeBench/tree/main/imgs
join&union	https://github.com/BIT-DataLab/LakeBench/tree/main/join%26union
join&union	https://github.com/BIT-DataLab/LakeBench/tree/main/join%26union
join	https://github.com/BIT-DataLab/LakeBench/tree/main/join
join	https://github.com/BIT-DataLab/LakeBench/tree/main/join
union	https://github.com/BIT-DataLab/LakeBench/tree/main/union
union	https://github.com/BIT-DataLab/LakeBench/tree/main/union
.gitattributes	https://github.com/BIT-DataLab/LakeBench/blob/main/.gitattributes
.gitattributes	https://github.com/BIT-DataLab/LakeBench/blob/main/.gitattributes
.gitignore	https://github.com/BIT-DataLab/LakeBench/blob/main/.gitignore
.gitignore	https://github.com/BIT-DataLab/LakeBench/blob/main/.gitignore
README.md	https://github.com/BIT-DataLab/LakeBench/blob/main/README.md
README.md	https://github.com/BIT-DataLab/LakeBench/blob/main/README.md
requirements.txt	https://github.com/BIT-DataLab/LakeBench/blob/main/requirements.txt
requirements.txt	https://github.com/BIT-DataLab/LakeBench/blob/main/requirements.txt
README	https://github.com/BIT-DataLab/LakeBench
	https://github.com/BIT-DataLab/LakeBench#-lakebench-a-benchmark-for-discovering-joinable-and-unionable-tables-in-data-lakes
Community	https://github.com/BIT-DataLab/LakeBench#-community
Folder Structure	https://github.com/BIT-DataLab/LakeBench#-struct
GettingStart	https://github.com/BIT-DataLab/LakeBench#-getstart
QuickStart	https://github.com/BIT-DataLab/LakeBench#-quickstart
Result	https://github.com/BIT-DataLab/LakeBench#-result
	https://github.com/BIT-DataLab/LakeBench/blob/main/imgs/framework.png
	https://github.com/BIT-DataLab/LakeBench#-community
Massachusetts Institute of Technology	https://www.mit.edu/
Beijing Institute of Technology	https://english.bit.edu.cn/
Hong Kong University of Science and Technology	https://www.hkust-gz.edu.cn/
Apache Flink	https://flink.apache.org/
Intel	https://www.intel.com/
	https://github.com/BIT-DataLab/LakeBench#-folder-structure
	https://github.com/BIT-DataLab/LakeBench#-getting-started
	https://github.com/BIT-DataLab/LakeBench#prerequisites
	https://github.com/BIT-DataLab/LakeBench#prepare-datasets
table	https://github.com/BIT-DataLab/LakeBench#-table_dataset
WebTable	https://drive.google.com/file/d/1XVassHzUJghuWnrOPd0FKWGck4T_uuEM/view?usp=sharing
WebTable_Union_Query	https://drive.google.com/drive/folders/1Dwv1a1kLTeQtljKAg-GGfh6TQ_YmyUt9?usp=share_link
WebTable_Union_Groun_Truth	https://drive.google.com/file/d/1NgCgxvKzmRF-w4PIrhSL_7LO66pzZG0X/view?usp=share_link
OpenData_SG	https://drive.google.com/file/d/1TQ07HUpp7hvYrHhrFb_W9TfDNMF8YVh9/view?usp=sharing
WebTable_Join_Query	https://drive.google.com/drive/folders/1EwjhZOhR3XP2eMyY4KKQAm9FVND_UYeR?usp=share_link
WebTable_Join_Groun_Truth	https://drive.google.com/file/d/16ISfResk8ZtpKuyGJroEVnLpNEFniEdn/view?usp=share_link
OpenData_CAN	https://drive.google.com/file/d/19omiJuxxCibvRjCWsdrU-1hgTdCd2_q0/view?usp=sharing
OpenData_Union_Query	https://drive.google.com/drive/folders/1uR09WIDYUZlSp58gwefz8w67KE1mi2-5?usp=share_link
OpenData_Union_Groun_Truth	https://drive.google.com/file/d/1FEQNHNRWJXNLIXC2Elvj6LO2V_ik1NYQ/view?usp=share_link
OpenData_UK	https://drive.google.com/file/d/1jdl2WwzTxGwV1i2tsfpC-1r_xiA2qDrZ/view?usp=sharing
OpenData_USA	https://drive.google.com/file/d/1m9gR_kUESc5SWUh2DaxbfSHKTY3eI0h2/view?usp=sharing
OpenData_Join_Query	https://drive.google.com/drive/folders/1cJaWqjLyisX5lw-T8biwPQX-3CygJsVm?usp=share_link
OpenData_Join_Groun_Truth	https://drive.google.com/file/d/1BDNM02If3j1lZOqjt_n-xt5ZFUuzkmpP/view?usp=share_link
	https://github.com/BIT-DataLab/LakeBench#-instruction
	https://github.com/BIT-DataLab/LakeBench#example
table	https://github.com/BIT-DataLab/LakeBench#-table
	https://github.com/BIT-DataLab/LakeBench#-infogather-entity-augmentation-and-attribute-discovery-by-holistic-matching-with-web-tables
Folder Structure	https://github.com/BIT-DataLab/LakeBench#-struct
GettingStart	https://github.com/BIT-DataLab/LakeBench#-getstart
QuickStart	https://github.com/BIT-DataLab/LakeBench#-quickstart
Result	https://github.com/BIT-DataLab/LakeBench#-result
	https://github.com/BIT-DataLab/LakeBench/blob/main/imgs/infogather.jpg
	https://github.com/BIT-DataLab/LakeBench/blob/main/imgs/info2.jpg
	https://github.com/BIT-DataLab/LakeBench#-folder-structure-1
	https://github.com/BIT-DataLab/LakeBench#-instruction-1
	https://github.com/BIT-DataLab/LakeBench#pre-requisites
	https://github.com/BIT-DataLab/LakeBench#-join
Installation Guide	https://docs.nvidia.com/datacenter/cloud-native/container-toolkit/install-guide.html#docker
	https://github.com/BIT-DataLab/LakeBench#-union
Installation Guide	https://docs.nvidia.com/datacenter/cloud-native/container-toolkit/install-guide.html#docker
Joise	https://github.com/BIT-DataLab/LakeBench/blob/main/join/Joise/joise.md
./join/Joise/joise.md	https://github.com/BIT-DataLab/LakeBench/blob/main/join/Joise/joise.md
LSH Ensemble	https://github.com/BIT-DataLab/LakeBench/blob/main/join/LSH/lsh.md
./join/LSH/lsh.md	https://github.com/BIT-DataLab/LakeBench/blob/main/join/LSH/lsh.md
Pexeso	https://github.com/BIT-DataLab/LakeBench/blob/main/join/Pexeso/pexeso.md
./join/Pexeso/pexeso.md	https://github.com/BIT-DataLab/LakeBench/blob/main/join/Pexeso/pexeso.md
DeepJoin	https://github.com/BIT-DataLab/LakeBench/blob/main/join/Deepjoin/deepjoin.md
./join/Deepjoin/deepjoin.md	https://github.com/BIT-DataLab/LakeBench/blob/main/join/Deepjoin/deepjoin.md
TUS	https://github.com/BIT-DataLab/LakeBench/blob/main/union/TUS/tus.md
./union/TUS/tus.md	https://github.com/BIT-DataLab/LakeBench/blob/main/union/TUS/tus.md
D3L	https://github.com/BIT-DataLab/LakeBench/blob/main/union/D3L/d3l.md
./union/D3L/d3l.md	https://github.com/BIT-DataLab/LakeBench/blob/main/union/D3L/d3l.md
Santos	https://github.com/BIT-DataLab/LakeBench/blob/main/union/Santos/santos.md
./union/Santos/santos.md	https://github.com/BIT-DataLab/LakeBench/blob/main/union/Santos/santos.md
Starmie	https://github.com/BIT-DataLab/LakeBench/blob/main/union/Starmie/starmie.md
./union/Starmie/starmie.md	https://github.com/BIT-DataLab/LakeBench/blob/main/union/Starmie/starmie.md
Frt12	https://github.com/BIT-DataLab/LakeBench/blob/main/join&union/Frt12/frt.md
./join&union/Frt12/frt.md	https://github.com/BIT-DataLab/LakeBench/blob/main/join&union/Frt12/frt.md
InfoGather	https://github.com/BIT-DataLab/LakeBench/blob/main/join&union/InfoGather/info.md
./join&union/InfoGather/info.md	https://github.com/BIT-DataLab/LakeBench/blob/main/join&union/InfoGather/info.md
Aurum	https://github.com/BIT-DataLab/LakeBench/blob/main/join&union/Aurum/aurum.md
./join&union/Aurum/aurum.md	https://github.com/BIT-DataLab/LakeBench/blob/main/join&union/Aurum/aurum.md
	https://github.com/BIT-DataLab/LakeBench#--results
	https://github.com/BIT-DataLab/LakeBench#efficiency-and-memory-usage-reference
	https://github.com/BIT-DataLab/LakeBench/blob/main/imgs/table1.png
	https://github.com/BIT-DataLab/LakeBench/blob/main/imgs/table2.png
	https://github.com/BIT-DataLab/LakeBench#-lakecompass
	https://github.com/BIT-DataLab/LakeBench#example-1
	https://github.com/BIT-DataLab/LakeBench#acknowledgement-of-lakebench-benchmarks-for-data-discovery-over-data-lakes
Readme	https://github.com/BIT-DataLab/LakeBench#readme-ov-file
Activity	https://github.com/BIT-DataLab/LakeBench/activity
Custom properties	https://github.com/BIT-DataLab/LakeBench/custom-properties
1.3k stars	https://github.com/BIT-DataLab/LakeBench/stargazers
22 watching	https://github.com/BIT-DataLab/LakeBench/watchers
36 forks	https://github.com/BIT-DataLab/LakeBench/forks
Report repository	https://github.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2FBIT-DataLab%2FLakeBench&report=BIT-DataLab+%28user%29
	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.