Full Code of Snowflake-Labs/awesome-snowflake for AI

Repository: Snowflake-Labs/awesome-snowflake
Branch: main
Commit: 151fe2baa34f
Files: 6
Total size: 19.7 KB

Directory structure:
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├── README.md
├── code-of-conduct.md
└── contributing.md

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FILE: README.md
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# Awesome Snowflake [![Awesome](https://awesome.re/badge.svg)](https://awesome.re)

> A curated list of awesome resources about Snowflake

## Community and content

Main links for community and content, remember to subscribe:

- [/r/snowflake](https://reddit.com/r/snowflake) - everything new and interesting, on reddit
- [Stack Overflow](https://stackoverflow.com/questions/tagged/snowflake-cloud-data-platform) - get your questions answered
- [Official Youtube](https://www.youtube.com/user/snowflakecomputing/videos) channel - view clips about features and customers
- [Official Snowflake community](https://community.snowflake.com/s/) - join to become a Data Hero
- [Developer Resources](https://developers.snowflake.com) - download tools and checkout the next developer conference
- [Snowflake Corporate Blog](https://www.snowflake.com/blog/) - read the latest product announcements and Snowflake news
- [Snowflake Medium Blog](https://medium.com/snowflake/) - read articles from Snowflake engineers and experts in the community


### Follow on Twitter

Active on Twitter and focused on Snowflake - sorted by follower count:

- [@SnowflakeDB](https://twitter.com/snowflakedb)
- [@felipehoffa](https://twitter.com/felipehoffa)
- [@KentGraziano](https://twitter.com/KentGraziano)
- [@jdanielmyers](https://twitter.com/jdanielmyers)

## Learn

- [Snowflake Guides](https://guides.snowflake.com/) - quick and interactive tutorials for getting started with Snowflake
- [Reference Docs](https://docs.snowflake.com/) - read reference material about Snowflake
- [Snowflake essentials training](https://www.snowflake.com/snowflake-essentials-training/) - free
- [Certification prep](https://www.youtube.com/watch?v=GYibSRsdbwo&list=PL8P3u3jjMVVlOo_ZzuT-iVFrYwkDZu-7u) - on Youtube, by Joyce Avila
- [Official webinars](https://www.snowflake.com/about/webinars/)

## Official resources

- [Data Marketplace](https://www.snowflake.com/data-marketplace/)
- [Release notes](https://docs.snowflake.com/en/release-notes.html)
- ["Rise of the Data Cloud"](https://smile.amazon.com/Rise-Data-Cloud-Frank-Slootman/dp/1728363608) book 
- [Podcast](https://www.snowflake.com/rise-of-the-data-cloud-podcast/)
- [Solution partners](https://www.snowflake.com/partners/solutions-partners/)
- [Technology partners](https://www.snowflake.com/partners/technology-partners/)

## Data Modeling

### Data Vault

- [Learn about Data Vault](https://datavaultalliance.com/news/dv/learn-about-data-vault/)
- [Support multiple data modeling approaches with Snowflake](https://www.snowflake.com/blog/support-multiple-data-modeling-approaches-with-snowflake/)
- [Tips for optimizing the Data Vault architecture on Snowflake](https://www.snowflake.com/blog/tips-for-optimizing-the-data-vault-architecture-on-snowflake/)
- [Data Vault and Kimball at Picnic](https://blog.picnic.nl/picnics-lakeless-data-warehouse-8ec02801d50b)

## Reddit curated links

- [GitHub projects](https://www.reddit.com/r/snowflake/search?q=%5Bgithub%5D&restrict_sr=on&sort=relevance&t=all)
- [Videos](https://www.reddit.com/r/snowflake/search?q=%5Bvideo%5D&restrict_sr=on&sort=relevance&t=all)

## Open source

### Snowflake Integrations

- [Apache Airflow](http://airflow.apache.org/docs/apache-airflow-providers-snowflake/stable/)
- [Apache Beam](https://beam.apache.org/documentation/io/built-in/snowflake/)
- [Apache Superset](https://superset.apache.org/docs/databases/snowflake)
- [dbt](https://blog.getdbt.com/how-we-configure-snowflake/)
- [Terraform](https://github.com/chanzuckerberg/terraform-provider-snowflake)

### UDFs/Procedures

- [The CARTO Analytics Toolbox for Snowflake](https://github.com/CartoDB/carto-spatial-extension) - A set of UDFs and Procedures to extend Snowflake with Spatial Analytics capabilities

### Open Source Demos

- Auto-Ingest Live Twitter Data Into Snowflake
  - [How-To Guide](https://guides.snowflake.com/guide/Auto-Ingest_Twitter_Data_into_Snowflake/)
  - [Source Code](https://github.com/Snowflake-Labs/sfguide-twitter-auto-ingest)
- Build a Recommendation Engine with AWS SageMaker and Snowflake
  - [How-To Guide](https://guides.snowflake.com/guide/recommendation_engine_aws_sagemaker/)
  - [Source Code](https://github.com/Snowflake-Labs/sfguide-recommender-pipeline)
- Ingest messages from Google Pub/Sub to Snowflake with Apache Beam
  - [How-To Guide](https://quickstarts.snowflake.com/guide/ingest_data_from_pubsub_to_snowflake_with_apache_beam)
  - [Source Code](https://github.com/Snowflake-Labs/sfguide-beam-ingest-data-from-pubsub-to-snowflake/tree/source-code)




## Contribute

Contributions welcome! Read the [contribution guidelines](contributing.md) first.


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# Contributor Covenant Code of Conduct

## Our Pledge

In the interest of fostering an open and welcoming environment, we as
contributors and maintainers pledge to making participation in our project and
our community a harassment-free experience for everyone, regardless of age, body
size, disability, ethnicity, gender identity and expression, level of experience,
nationality, personal appearance, race, religion, or sexual identity and
orientation.

## Our Standards

Examples of behavior that contributes to creating a positive environment
include:

* Using welcoming and inclusive language
* Being respectful of differing viewpoints and experiences
* Gracefully accepting constructive criticism
* Focusing on what is best for the community
* Showing empathy towards other community members

Examples of unacceptable behavior by participants include:

* The use of sexualized language or imagery and unwelcome sexual attention or
advances
* Trolling, insulting/derogatory comments, and personal or political attacks
* Public or private harassment
* Publishing others' private information, such as a physical or electronic
  address, without explicit permission
* Other conduct which could reasonably be considered inappropriate in a
  professional setting

## Our Responsibilities

Project maintainers are responsible for clarifying the standards of acceptable
behavior and are expected to take appropriate and fair corrective action in
response to any instances of unacceptable behavior.

Project maintainers have the right and responsibility to remove, edit, or
reject comments, commits, code, wiki edits, issues, and other contributions
that are not aligned to this Code of Conduct, or to ban temporarily or
permanently any contributor for other behaviors that they deem inappropriate,
threatening, offensive, or harmful.

## Scope

This Code of Conduct applies both within project spaces and in public spaces
when an individual is representing the project or its community. Examples of
representing a project or community include using an official project e-mail
address, posting via an official social media account, or acting as an appointed
representative at an online or offline event. Representation of a project may be
further defined and clarified by project maintainers.

## Enforcement

Instances of abusive, harassing, or otherwise unacceptable behavior may be
reported by contacting the project team at developers@snowflake.com. All
complaints will be reviewed and investigated and will result in a response that
is deemed necessary and appropriate to the circumstances. The project team is
obligated to maintain confidentiality with regard to the reporter of an incident.
Further details of specific enforcement policies may be posted separately.

Project maintainers who do not follow or enforce the Code of Conduct in good
faith may face temporary or permanent repercussions as determined by other
members of the project's leadership.

## Attribution

This Code of Conduct is adapted from the [Contributor Covenant][homepage], version 1.4,
available at [http://contributor-covenant.org/version/1/4][version]

[homepage]: http://contributor-covenant.org
[version]: http://contributor-covenant.org/version/1/4/


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# Contribution Guidelines

Please note that this project is released with a
[Contributor Code of Conduct](code-of-conduct.md). By participating in this
project you agree to abide by its terms.

---

Ensure your pull request adheres to the following guidelines:

- Make sure you take care of this
- And this as well
- And don't forget to check this

Thank you for your suggestions!


## Updating your PR

A lot of times, making a PR adhere to the standards above can be difficult.
If the maintainers notice anything that we'd like changed, we'll ask you to
edit your PR before we merge it. There's no need to open a new PR, just edit
the existing one. If you're not sure how to do that,
[here is a guide](https://github.com/RichardLitt/knowledge/blob/master/github/amending-a-commit-guide.md)
on the different ways you can update your PR so that we can merge it.