SnowDDL
schemachange
SnowDDL | schemachange | |
---|---|---|
1 | 9 | |
83 | 457 | |
- | 2.4% | |
7.8 | 6.7 | |
2 days ago | 3 days ago | |
Python | Python | |
Apache 2.0 | Apache License 2.0 |
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SnowDDL
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schemachange VS SnowDDL - a user suggested alternative
2 projects | 14 Jul 2022
SnowDDL is a native object management tool for Snowflake. It uses declarative approach, while schemachange uses imperative approach.
schemachange
- Snowflake Schema Compare Tools
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Better alternatives to schemachange for Snowflake Database Object Deployment
Our organization is transitioning from Microsoft SQL Server to Snowflake. We could use SQL Server Database Projects to deploy schema changes to our data warehouse within the SQL Server space. With Snowflake, the default tool is schemachange. Does anyone know of a database DevOps tool for Snowflake that is more like SQL Server Database Projects?
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Help: Best Practices for Dev/Prod Environment Management in Snowflake?
We use schemachange to deploy scripts, and we have a database prefix variable that we pass in to denote which set of clones this is, so you can spin up your own clone - so any scripts that work across databases have use that in jinja. We have a CICD pipeline in Jenkins (but I also have this replicated in a local Jupyter notebook) where we clone the DBs with this same prefix, apply the schemachange scripts from our stacks (we have multiple stacks and a deployment order through them to manage cross dependencies) and then you're good to go.
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Terraform vs Pulumi vs CloudFormation as IaC for Snowflake on AWS
We have tried Terraform and others like Snowchange and in the end, we use Snowchange: - Terraform for Snowflake has a very tricky thing is that the table is replaced whenever Terraform detects a change. This is OK for AWS resources but it is bad for data thing like Snowflake - you don't want any change, unless you specifically want to. - We then have to use the second one, Snowchange. This one idea is simple: it marks the SQL files with versions, such as V0.1.1. Snowchange will only run the files if and only if the files are bigger than the biggest recorded in a table in Snowflake (which is done by itself). For example, if the largest version is V0.1.1, and some user accidentally changes the file of V0.1.0, since it is smaller than 0.1.1, the changes are not deployed. Users have to manually the file name to 0.1.2 for it to run.
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Database version control: how do you do it at your company?
Schemachange https://github.com/Snowflake-Labs/schemachange
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schemachange VS SnowDDL - a user suggested alternative
2 projects | 14 Jul 2022
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State based change management tool for Snowflake
I've trialled schemachange and liquibase which are change script based tools. I've ruled out a whole load of other tools that are either change script based tools or don't support Snowflake, including the following:
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Without Redgate what is a cheaper option for production deployment & version control?
For Snowflake, we ended up using this script: https://github.com/Snowflake-Labs/schemachange
- [github] Snowflake-Labs/schemachange: Simple python based tool to manage all of your Snowflake objects. It follows an Imperative-style approach to Database Change Management (DCM)
What are some alternatives?
StORMi - Shujutech Object Relational Mapping Interface, the only Java ORM that fully supports all OO concepts.
liquibase - Main Liquibase Source
bytebase - The GitHub/GitLab for database DevOps. World's most advanced database DevOps and CI/CD for Developer, DBA and Platform Engineering teams.
bytebase.com - Source for bytebase.com
download-salesforce-objects-and-fields-as-json - A CumulusCI project that helps you download a Salesforce org's objects and fields as JSON
cloudformation-snowflake-resource-providers - SnowFlake CFN Registry resource
ray_snowflake - Ray Data Connector for Snowflake
dbmate - :rocket: A lightweight, framework-agnostic database migration tool.
dbd - dbd is a database prototyping tool that enables data analysts and engineers to quickly load and transform data in SQL databases.
ComputerCreate - Applies Create mod textures to CC: Tweaked