dbt-ml-preprocessing vs dbt-snowflake-monitoring

dbt-ml-preprocessing

A SQL port of python's scikit-learn preprocessing module, provided as cross-database dbt macros. (by omnata-labs)

Source Code

omnata-labs.github.io

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dbt-snowflake-monitoring

A dbt package from SELECT to help you monitor Snowflake performance and costs (by get-select)

dbt Snowflake

Source Code

select.dev

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dbt-ml-preprocessing		dbt-snowflake-monitoring
	Project
2	Mentions	1
175	Stars	192
0.0%	Growth	2.6%
3.7	Activity	7.8
10 months ago	Latest Commit	29 days ago
Python	Language	PLpgSQL
MIT License	License	MIT License

The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.

dbt-ml-preprocessing

Posts with mentions or reviews of dbt-ml-preprocessing. We have used some of these posts to build our list of alternatives and similar projects.

[github] omnata-labs/dbt-ml-preprocessing: dbt package which enables standardization of data sets (great for ML)
1 project | /r/snowflake | 20 Jan 2021
omnata-labs/dbt-ml-preprocessing: dbt package which enables standardization of data sets (perfect for ML use cases)
1 project | /r/snowflake | 20 Jan 2021

dbt-snowflake-monitoring

Posts with mentions or reviews of dbt-snowflake-monitoring. We have used some of these posts to build our list of alternatives and similar projects.

[github] get-select/dbt-snowflake-monitoring: A dbt package from SELECT to help you monitor Snowflake performance and costs
1 project | /r/snowflake | 22 May 2023

What are some alternatives?

When comparing dbt-ml-preprocessing and dbt-snowflake-monitoring you can also consider the following projects:

CueObserve - Timeseries Anomaly detection and Root Cause Analysis on data in SQL data warehouses and databases

grai-core

airflow-dbt - Apache Airflow integration for dbt

soda-core - :zap: Data quality testing for the modern data stack (SQL, Spark, and Pandas) https://www.soda.io

datavault4dbt - Scalefree's dbt package for a Data Vault 2.0 implementation congruent to the original Data Vault 2.0 definition by Dan Linstedt including the Staging Area, DV2.0 main entities, PITs and Snapshot Tables.

data-diff - Compare tables within or across databases

jupysql - Better SQL in Jupyter. 📊

automate-dv - A free to use dbt package for creating and loading Data Vault 2.0 compliant Data Warehouses (powered by dbt, an open source data engineering tool, registered trademark of dbt Labs)

sqlglot - Python SQL Parser and Transpiler

Snowflake_tutorial - This repo contains all my snowflake practice queries

dbt-coves - CLI tool for dbt users to simplify creation of staging models (yml and sql) files

elementary - The dbt-native data observability solution for data & analytics engineers. Monitor your data pipelines in minutes. Available as self-hosted or cloud service with premium features.