Comments (5)
I'd love to add support for Spark 3.0 but struggle to find the time to add that currently. I'd be very happy to help someone else add a PR for this though. Would you be interested in helping?
from data-flare.
I'd also like that. @timgent what's the biggest thing that needs to get changed?
from data-flare.
To migrate this library to scala 2.12 can be quite a project, doesn't it?
from data-flare.
Scala 2.12 is already supported and published - https://search.maven.org/artifact/com.github.timgent/data-flare_2.12/2.4.5_0.1.14/jar
To migrate to Spark 3.0 I'd probably take this kind of approach:
- First just bump the relevant versions of dependencies
- See what breaks (compilation errors and tests should catch most things) and get an idea of how much work it is to fix
- Ultimately it'd be nice to keep the library backwards compatible with Spark 2, so would then have to look at how to support both. I think SBT has support for having multiple versions of the same files/classes and it chooses between them depending on the version it is building for. If you look in build.sbt and the [build script]https://github.com/timgent/data-flare/blob/master/mini-cross-build.py you can see some of the logic there for how the different versions of the library are built already
Happy to support if you want to give it a try @kingbrown9
from data-flare.
Resolved in #147
Data-flare version will remain the same, but existing artifacts will be published that are compatible with Spark 3. They should appear in Maven central in the next day or so
from data-flare.
Related Issues (20)
- Add column distinctness metric HOT 2
- Cross builds for different spark versions
- Check for comparing 2 tables are identical (will be less efficient than metrics based check) HOT 2
- Remove cats from the library HOT 1
- Compliance Metric should be 0 for empty dataset HOT 1
- Helper for check to compare schemas
- Min/max value metrics and checks
- Datasets are equal check to be configurable how many mismatched rows are returned
- Docs for datasets are equal methods
- Add compliance Not Null check metric
- Finish hooking up UI to API
- Add QcResultsRepository implementation for saving via the API
- Add data-flare-api endpoint for viewing qc runs for a given check suite description
- Add data-flare-api endpoint for viewing check results for a given qc run id
- Dockerize data-flare-api
- Dockerize data-flare-ui
- Setup CI for data-flare-api
- Setup CI for data-flare-UI
- data-flare-api endpoints for pushing qc results and getting latest qc results
Recommend Projects
-
React
A declarative, efficient, and flexible JavaScript library for building user interfaces.
-
Vue.js
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
-
Typescript
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
-
TensorFlow
An Open Source Machine Learning Framework for Everyone
-
Django
The Web framework for perfectionists with deadlines.
-
Laravel
A PHP framework for web artisans
-
D3
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
-
Recommend Topics
-
javascript
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
-
web
Some thing interesting about web. New door for the world.
-
server
A server is a program made to process requests and deliver data to clients.
-
Machine learning
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
-
Visualization
Some thing interesting about visualization, use data art
-
Game
Some thing interesting about game, make everyone happy.
Recommend Org
-
Facebook
We are working to build community through open source technology. NB: members must have two-factor auth.
-
Microsoft
Open source projects and samples from Microsoft.
-
Google
Google ❤️ Open Source for everyone.
-
Alibaba
Alibaba Open Source for everyone
-
D3
Data-Driven Documents codes.
-
Tencent
China tencent open source team.
from data-flare.