René's URL Explorer Experiment

Title: GitHub - InstructorZhang/feast: Feature Store for Machine Learning · GitHub

Open Graph Title: GitHub - InstructorZhang/feast: Feature Store for Machine Learning

X Title: GitHub - InstructorZhang/feast: Feature Store for Machine Learning

Description: Feature Store for Machine Learning. Contribute to InstructorZhang/feast development by creating an account on GitHub.

Open Graph Description: Feature Store for Machine Learning. Contribute to InstructorZhang/feast development by creating an account on GitHub.

X Description: Feature Store for Machine Learning. Contribute to InstructorZhang/feast development by creating an account on GitHub.

Opengraph URL: https://github.com/InstructorZhang/feast

X: @github

direct link

Domain: github.com

route-pattern	/:user_id/:repository
route-controller	files
route-action	disambiguate
fetch-nonce	v2:8e099335-0b66-646a-19b2-3b2d1d8e32e7
current-catalog-service-hash	f3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb
request-id	820A:2ECA08:536FAE:727836:6A537E92
html-safe-nonce	7b36a9f9ffd5e9ea08eb5c88266fcf0530aaad7bb02ec4f5062fa24293f47cae
visitor-payload	eyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiI4MjBBOjJFQ0EwODo1MzZGQUU6NzI3ODM2OjZBNTM3RTkyIiwidmlzaXRvcl9pZCI6IjM5NjgzNTE1Mjc1OTc0NzM0MjYiLCJyZWdpb25fZWRnZSI6ImlhZCIsInJlZ2lvbl9yZW5kZXIiOiJpYWQifQ==
visitor-hmac	29471dfa09beacbca273b4209014c17c75e6cf8f8144b5bb54083b5de67f8f99
hovercard-subject-tag	repository:762235844
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/InstructorZhang/feast
twitter:image	https://opengraph.githubassets.com/d623157a3c9ee8a8564125025a0f45728a0ce6a2d5a084425c66a3cb2a8081fc/InstructorZhang/feast
twitter:card	summary_large_image
og:image	https://opengraph.githubassets.com/d623157a3c9ee8a8564125025a0f45728a0ce6a2d5a084425c66a3cb2a8081fc/InstructorZhang/feast
og:image:alt	Feature Store for Machine Learning. Contribute to InstructorZhang/feast 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	b9a586c06a05a7a86fc7e3f4dbd03e42f6869085879aa184aa6369456dbd50fb
turbo-cache-control	no-cache
go-import	github.com/InstructorZhang/feast git https://github.com/InstructorZhang/feast.git
octolytics-dimension-user_id	53563913
octolytics-dimension-user_login	InstructorZhang
octolytics-dimension-repository_id	762235844
octolytics-dimension-repository_nwo	InstructorZhang/feast
octolytics-dimension-repository_public	true
octolytics-dimension-repository_is_fork	true
octolytics-dimension-repository_parent_id	161133770
octolytics-dimension-repository_parent_nwo	feast-dev/feast
octolytics-dimension-repository_network_root_id	161133770
octolytics-dimension-repository_network_root_nwo	feast-dev/feast
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	07a982c1d40157c619b364352b704c3ce66bb332
ui-target	full
theme-color	#1e2327
color-scheme	light dark

Links:

Skip to content	https://github.com/InstructorZhang/feast#start-of-content
	https://github.com/
Sign in	https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2FInstructorZhang%2Ffeast
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
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%2FInstructorZhang%2Ffeast
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=InstructorZhang%2Ffeast
Reload	https://github.com/InstructorZhang/feast
Reload	https://github.com/InstructorZhang/feast
Reload	https://github.com/InstructorZhang/feast
InstructorZhang	https://github.com/InstructorZhang
feast	https://github.com/InstructorZhang/feast
feast-dev/feast	https://github.com/feast-dev/feast
Notifications	https://github.com/login?return_to=%2FInstructorZhang%2Ffeast
Fork 0	https://github.com/login?return_to=%2FInstructorZhang%2Ffeast
Star 0	https://github.com/login?return_to=%2FInstructorZhang%2Ffeast
Code	https://github.com/InstructorZhang/feast
Pull requests 0	https://github.com/InstructorZhang/feast/pulls
Actions	https://github.com/InstructorZhang/feast/actions
Projects	https://github.com/InstructorZhang/feast/projects
Security and quality 0	https://github.com/InstructorZhang/feast/security
Insights	https://github.com/InstructorZhang/feast/pulse
Code	https://github.com/InstructorZhang/feast
Pull requests	https://github.com/InstructorZhang/feast/pulls
Actions	https://github.com/InstructorZhang/feast/actions
Projects	https://github.com/InstructorZhang/feast/projects
Security and quality	https://github.com/InstructorZhang/feast/security
Insights	https://github.com/InstructorZhang/feast/pulse
	https://github.com/InstructorZhang/feast
Branches	https://github.com/InstructorZhang/feast/branches
Tags	https://github.com/InstructorZhang/feast/tags
	https://github.com/InstructorZhang/feast/branches
	https://github.com/InstructorZhang/feast/tags
3,139 Commits	https://github.com/InstructorZhang/feast/commits/master/
	https://github.com/InstructorZhang/feast/commits/master/
.devcontainer	https://github.com/InstructorZhang/feast/tree/master/.devcontainer
.devcontainer	https://github.com/InstructorZhang/feast/tree/master/.devcontainer
.github	https://github.com/InstructorZhang/feast/tree/master/.github
.github	https://github.com/InstructorZhang/feast/tree/master/.github
.prow	https://github.com/InstructorZhang/feast/tree/master/.prow
.prow	https://github.com/InstructorZhang/feast/tree/master/.prow
community	https://github.com/InstructorZhang/feast/tree/master/community
community	https://github.com/InstructorZhang/feast/tree/master/community
docs	https://github.com/InstructorZhang/feast/tree/master/docs
docs	https://github.com/InstructorZhang/feast/tree/master/docs
examples	https://github.com/InstructorZhang/feast/tree/master/examples
examples	https://github.com/InstructorZhang/feast/tree/master/examples
go	https://github.com/InstructorZhang/feast/tree/master/go
go	https://github.com/InstructorZhang/feast/tree/master/go
infra	https://github.com/InstructorZhang/feast/tree/master/infra
infra	https://github.com/InstructorZhang/feast/tree/master/infra
java	https://github.com/InstructorZhang/feast/tree/master/java
java	https://github.com/InstructorZhang/feast/tree/master/java
protos	https://github.com/InstructorZhang/feast/tree/master/protos
protos	https://github.com/InstructorZhang/feast/tree/master/protos
sdk/python	https://github.com/InstructorZhang/feast/tree/master/sdk/python
sdk/python	https://github.com/InstructorZhang/feast/tree/master/sdk/python
ui	https://github.com/InstructorZhang/feast/tree/master/ui
ui	https://github.com/InstructorZhang/feast/tree/master/ui
.dockerignore	https://github.com/InstructorZhang/feast/blob/master/.dockerignore
.dockerignore	https://github.com/InstructorZhang/feast/blob/master/.dockerignore
.gitbook.yaml	https://github.com/InstructorZhang/feast/blob/master/.gitbook.yaml
.gitbook.yaml	https://github.com/InstructorZhang/feast/blob/master/.gitbook.yaml
.gitignore	https://github.com/InstructorZhang/feast/blob/master/.gitignore
.gitignore	https://github.com/InstructorZhang/feast/blob/master/.gitignore
.gitpod.yml	https://github.com/InstructorZhang/feast/blob/master/.gitpod.yml
.gitpod.yml	https://github.com/InstructorZhang/feast/blob/master/.gitpod.yml
.helmdocsignore	https://github.com/InstructorZhang/feast/blob/master/.helmdocsignore
.helmdocsignore	https://github.com/InstructorZhang/feast/blob/master/.helmdocsignore
.pre-commit-config.yaml	https://github.com/InstructorZhang/feast/blob/master/.pre-commit-config.yaml
.pre-commit-config.yaml	https://github.com/InstructorZhang/feast/blob/master/.pre-commit-config.yaml
.prow.yaml	https://github.com/InstructorZhang/feast/blob/master/.prow.yaml
.prow.yaml	https://github.com/InstructorZhang/feast/blob/master/.prow.yaml
.readthedocs.yml	https://github.com/InstructorZhang/feast/blob/master/.readthedocs.yml
.readthedocs.yml	https://github.com/InstructorZhang/feast/blob/master/.readthedocs.yml
.releaserc.js	https://github.com/InstructorZhang/feast/blob/master/.releaserc.js
.releaserc.js	https://github.com/InstructorZhang/feast/blob/master/.releaserc.js
CHANGELOG.md	https://github.com/InstructorZhang/feast/blob/master/CHANGELOG.md
CHANGELOG.md	https://github.com/InstructorZhang/feast/blob/master/CHANGELOG.md
CODEOWNERS	https://github.com/InstructorZhang/feast/blob/master/CODEOWNERS
CODEOWNERS	https://github.com/InstructorZhang/feast/blob/master/CODEOWNERS
CONTRIBUTING.md	https://github.com/InstructorZhang/feast/blob/master/CONTRIBUTING.md
CONTRIBUTING.md	https://github.com/InstructorZhang/feast/blob/master/CONTRIBUTING.md
LICENSE	https://github.com/InstructorZhang/feast/blob/master/LICENSE
LICENSE	https://github.com/InstructorZhang/feast/blob/master/LICENSE
MANIFEST.in	https://github.com/InstructorZhang/feast/blob/master/MANIFEST.in
MANIFEST.in	https://github.com/InstructorZhang/feast/blob/master/MANIFEST.in
Makefile	https://github.com/InstructorZhang/feast/blob/master/Makefile
Makefile	https://github.com/InstructorZhang/feast/blob/master/Makefile
OWNERS	https://github.com/InstructorZhang/feast/blob/master/OWNERS
OWNERS	https://github.com/InstructorZhang/feast/blob/master/OWNERS
README.md	https://github.com/InstructorZhang/feast/blob/master/README.md
README.md	https://github.com/InstructorZhang/feast/blob/master/README.md
go.mod	https://github.com/InstructorZhang/feast/blob/master/go.mod
go.mod	https://github.com/InstructorZhang/feast/blob/master/go.mod
go.sum	https://github.com/InstructorZhang/feast/blob/master/go.sum
go.sum	https://github.com/InstructorZhang/feast/blob/master/go.sum
pyproject.toml	https://github.com/InstructorZhang/feast/blob/master/pyproject.toml
pyproject.toml	https://github.com/InstructorZhang/feast/blob/master/pyproject.toml
setup.cfg	https://github.com/InstructorZhang/feast/blob/master/setup.cfg
setup.cfg	https://github.com/InstructorZhang/feast/blob/master/setup.cfg
setup.py	https://github.com/InstructorZhang/feast/blob/master/setup.py
setup.py	https://github.com/InstructorZhang/feast/blob/master/setup.py
README	https://github.com/InstructorZhang/feast
Contributing	https://github.com/InstructorZhang/feast
License	https://github.com/InstructorZhang/feast
	https://feast.dev/
	https://github.com/feast-dev/feast/actions/workflows/unit_tests.yml
	https://github.com/feast-dev/feast/actions/workflows/master_only.yml
	https://github.com/feast-dev/feast/actions/workflows/java_master_only.yml
	https://github.com/feast-dev/feast/actions/workflows/linter.yml
	https://docs.feast.dev/
	http://rtd.feast.dev/
	https://github.com/feast-dev/feast/blob/master/LICENSE
	https://github.com/feast-dev/feast/releases
	https://github.com/InstructorZhang/feast#overview
documentation	https://docs.feast.dev/
	https://github.com/InstructorZhang/feast#-architecture
	https://github.com/InstructorZhang/feast/blob/master/docs/assets/feast_marchitecture.png
here	https://docs.feast.dev/how-to-guides/feast-snowflake-gcp-aws
	https://github.com/InstructorZhang/feast#-getting-started
	https://github.com/InstructorZhang/feast#1-install-feast
	https://github.com/InstructorZhang/feast#2-create-a-feature-repository
	https://github.com/InstructorZhang/feast#3-register-your-feature-definitions-and-set-up-your-feature-store
	https://github.com/InstructorZhang/feast#4-explore-your-data-in-the-web-ui-experimental
	https://github.com/InstructorZhang/feast/blob/master/ui/sample.png
	https://github.com/InstructorZhang/feast#5-build-a-training-dataset
	https://github.com/InstructorZhang/feast#6-load-feature-values-into-your-online-store
	https://github.com/InstructorZhang/feast#7-read-online-features-at-low-latency
	https://github.com/InstructorZhang/feast#-functionality-and-roadmap
Snowflake source	https://docs.feast.dev/reference/data-sources/snowflake
Redshift source	https://docs.feast.dev/reference/data-sources/redshift
BigQuery source	https://docs.feast.dev/reference/data-sources/bigquery
Parquet file source	https://docs.feast.dev/reference/data-sources/file
Azure Synapse + Azure SQL source (contrib plugin)	https://docs.feast.dev/reference/data-sources/mssql
Hive (community plugin)	https://github.com/baineng/feast-hive
Postgres (contrib plugin)	https://docs.feast.dev/reference/data-sources/postgres
Spark (contrib plugin)	https://docs.feast.dev/reference/data-sources/spark
push support into the online store	https://docs.feast.dev/reference/data-sources/push
Snowflake	https://docs.feast.dev/reference/offline-stores/snowflake
Redshift	https://docs.feast.dev/reference/offline-stores/redshift
BigQuery	https://docs.feast.dev/reference/offline-stores/bigquery
Azure Synapse + Azure SQL (contrib plugin)	https://docs.feast.dev/reference/offline-stores/mssql.md
Hive (community plugin)	https://github.com/baineng/feast-hive
Postgres (contrib plugin)	https://docs.feast.dev/reference/offline-stores/postgres
Trino (contrib plugin)	https://github.com/Shopify/feast-trino
Spark (contrib plugin)	https://docs.feast.dev/reference/offline-stores/spark
In-memory / Pandas	https://docs.feast.dev/reference/offline-stores/file
Custom offline store support	https://docs.feast.dev/how-to-guides/customizing-feast/adding-a-new-offline-store
Snowflake	https://docs.feast.dev/reference/online-stores/snowflake
DynamoDB	https://docs.feast.dev/reference/online-stores/dynamodb
Redis	https://docs.feast.dev/reference/online-stores/redis
Datastore	https://docs.feast.dev/reference/online-stores/datastore
Bigtable	https://docs.feast.dev/reference/online-stores/bigtable
SQLite	https://docs.feast.dev/reference/online-stores/sqlite
Dragonfly	https://docs.feast.dev/reference/online-stores/dragonfly
Azure Cache for Redis (community plugin)	https://github.com/Azure/feast-azure
Postgres (contrib plugin)	https://docs.feast.dev/reference/online-stores/postgres
Cassandra / AstraDB (contrib plugin)	https://docs.feast.dev/reference/online-stores/cassandra
Custom online store support	https://docs.feast.dev/how-to-guides/customizing-feast/adding-support-for-a-new-online-store
RFC	https://docs.google.com/document/d/1lgfIw0Drc65LpaxbUu49RCeJgMew547meSJttnUqz7c/edit
RFC	https://docs.google.com/document/d/1UzEyETHUaGpn0ap4G82DHluiCj7zEbrQLkJJkKSv4e8/edit
RFC	https://docs.google.com/document/d/1964OkzuBljifDvkV-0fakp2uaijnVzdwWNGdz7Vz50A/edit
Custom streaming ingestion job support	https://docs.feast.dev/how-to-guides/customizing-feast/creating-a-custom-provider
Push based streaming data ingestion to online store	https://docs.feast.dev/reference/data-sources/push
Push based streaming data ingestion to offline store	https://docs.feast.dev/reference/data-sources/push
RFC	https://docs.google.com/document/d/1eZWKWzfBif66LDN32IajpaG-j82LSHCCOzY6R7Ax7MI/edit
guide	https://docs.feast.dev/how-to-guides/running-feast-in-production
Python feature server	https://docs.feast.dev/reference/feature-servers/python-feature-server
Java feature server (alpha)	https://github.com/feast-dev/feast/blob/master/infra/charts/feast/README.md
Go feature server (alpha)	https://docs.feast.dev/reference/feature-servers/go-feature-server
RFC	https://docs.google.com/document/d/110F72d4NTv80p35wDSONxhhPBqWRwbZXG4f9mNEMd98/edit
Feast extractor	https://github.com/amundsen-io/amundsen/blob/main/databuilder/databuilder/extractor/feast_extractor.py
DataHub Feast docs	https://datahubproject.io/docs/generated/ingestion/sources/feast/
docs	https://docs.feast.dev/reference/alpha-web-ui
	https://github.com/InstructorZhang/feast#-important-resources
Documentation	https://docs.feast.dev/
Quickstart	https://docs.feast.dev/getting-started/quickstart
Tutorials	https://docs.feast.dev/tutorials/tutorials-overview
Running Feast with Snowflake/GCP/AWS	https://docs.feast.dev/how-to-guides/feast-snowflake-gcp-aws
Change Log	https://github.com/feast-dev/feast/blob/master/CHANGELOG.md
	https://github.com/InstructorZhang/feast#-contributing
Contribution Process for Feast	https://docs.feast.dev/project/contributing
Development Guide for Feast	https://docs.feast.dev/project/development-guide
Development Guide for the Main Feast Repository	https://github.com/InstructorZhang/feast/blob/master/CONTRIBUTING.md
	https://github.com/InstructorZhang/feast#-contributors
	https://github.com/feast-dev/feast/graphs/contributors
feast.dev	https://feast.dev
Readme	https://github.com/InstructorZhang/feast#readme-ov-file
Apache-2.0 license	https://github.com/InstructorZhang/feast#Apache-2.0-1-ov-file
Please reload this page	https://github.com/InstructorZhang/feast
Activity	https://github.com/InstructorZhang/feast/activity
0 forks	https://github.com/InstructorZhang/feast/forks
Report repository	https://github.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2FInstructorZhang%2Ffeast&report=InstructorZhang+%28user%29
Releases	https://github.com/InstructorZhang/feast/releases
Packages 0	https://github.com/users/InstructorZhang/packages?repo_name=feast
Please reload this page	https://github.com/InstructorZhang/feast
Contributors	https://github.com/InstructorZhang/feast/graphs/contributors
Please reload this page	https://github.com/InstructorZhang/feast
	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.