dbt-unit-testing
sqlx
dbt-unit-testing | sqlx | |
---|---|---|
7 | 145 | |
404 | 11,822 | |
1.5% | 2.4% | |
7.7 | 9.2 | |
16 days ago | 7 days ago | |
Shell | Rust | |
MIT License | Apache License 2.0 |
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-unit-testing
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The SQL Unit Testing Landscape: 2023
If you use dbt for transformations Dbt Unit Testing (https://github.com/EqualExperts/dbt-unit-testing) is getting some attention (https://www.thoughtworks.com/radar/languages-and-frameworks?blipid=202304042)
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Data-eng related highlights from the latest Thoughtworks Tech Radar
dbt-unit-testing
- I'm not getting it...what's the point of DBT?
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Ask HN: How do you test SQL?
We use this and take an example-based tests approach for any non-trivial tables: https://github.com/EqualExperts/dbt-unit-testing
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SQL should be your default choice for data engineering pipelines
> How do you test some SQL logic in isolation?
I do this using sql
1. Extracting an 'ephemeral model' to different model file
2. Mock out this model in upstream model in unit tests https://github.com/EqualExperts/dbt-unit-testing
3. Write unit tests for this model.
This is not different than regular software development in a language like java.
I would argue its even better better because unit tests are always in tabular format and pretty easy to understand. Java unit tests on other hand are never read by devs in practice.
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Unit testing with dbt
I haven't done it yet but there are some popular blogs as well as a DBT package someone created.
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Modern Data Modeling: Start with the End?
> I really don’t understand the communities obsession with unwieldy tools like DBT.
It lets me write test first sql transforms. I never thought TDD sql would be possible. My sql is so much more readable with common logic extracted into ephmeral models. I practice same method to write clear code to write sql, eg: too many mocks = refactor into separate model ( class) .
I think DBT made this possible with refs that can be swapped out with mocks. This is the awesome library I am using https://github.com/EqualExperts/dbt-unit-testing
sqlx
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A tale of TimescaleDB, SQLx and testing in Rust
For PostgreSQL, the most relevent part of the code is here. With this in mind I changed some things around to rely on schemas instead of databases and even simplified some parts of the implementation as this was always meant to be for internal use only..
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Rust as a general application language
What exactly are you missing? I haven't really written "boring corporate backend stuff" in a few years but something like sqlx provides everything I've ever needed there.
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Hey Rustaceans! Got a question? Ask here (49/2023)!
Badges are the little rectangles you typically see at the top of a crate's README: https://github.com/launchbadge/sqlx/blob/main/README.md
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A new F# compiler feature: graph-based type-checking
SQLX has entered the chat [1].
[1] https://github.com/launchbadge/sqlx
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Grimoire - A recipe management application.
Database : SqLite (using sqlx).
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SQLX MSSQL Connection String Problem
The current (well, removed) MSSQL sqlx driver also doesn't support encrypted connections (https://github.com/launchbadge/sqlx/issues/1552), so it might work locally on an unnamed instance but not over the network until they add in the newer driver (which will be closed source but for an OSS project you should be able to request a free license I think)
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Introducing SQLPage : write websites entirely in SQL
I'm considering making my own wrapper over lower-level database drivers. There are a lot of features in sqlx that I don't need, and the latest version seems to have removed useful data structures that SQLPage is using. It also removed support for SQL Server.
- SQLx 0.7 released! Offline mode usability improvements, performance fixes and major upgrades across the board!
- Is ORM still an anti-pattern?
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MariaDB / SQLx - "Unknown Authentication Plugin"
add Ed25519 to AuthPlugin enum on https://github.com/launchbadge/sqlx/blob/061fdcabd72896d9bc3abb4ea4af6712a04bc0a8/sqlx-core/src/mysql/connection/auth.rs and implement them using these crates:
What are some alternatives?
sqlglot - Python SQL Parser and Transpiler
diesel - A safe, extensible ORM and Query Builder for Rust
data-diff - Compare tables within or across databases
sea-orm - 🐚 An async & dynamic ORM for Rust
dbt-expectations - Port(ish) of Great Expectations to dbt test macros
tokio - A runtime for writing reliable asynchronous applications with Rust. Provides I/O, networking, scheduling, timers, ...
SS-Unit - A 100% T-SQL based unit testing framework for SQL Server
rust-postgres - Native PostgreSQL driver for the Rust programming language
hash-db - Experimental distributed pseudomultimodel keyvalue database (it uses python dictionaries) imitating dynamodb querying with join only SQL support, distributed joins and simple Cypher graph support and document storage
rbatis - Rust Compile Time ORM robustness,async, pure Rust Dynamic SQL
spark-style-guide - Spark style guide
actix-web - Actix Web is a powerful, pragmatic, and extremely fast web framework for Rust.