Comments (8)
@MrPowers I prefer this syntax col("blah").substr(0, 2).lower()
, but I am curious if there is a way to do that for all functions without explicitly defining them.
from spark-daria.
@MrPowers but I can assist in monkey patching :)
from spark-daria.
@gorros - Thanks for the help @gorros! Let me know if you find a clever way to do this without explicitly defining all the functions. In the meantime, I'm going to keep adding functions in the pattern you laid out in PR #51. Thanks!
from spark-daria.
@MrPowers non-explicit solutions rely on reflection and I am not sure if they will work with implicit conversion. Also, I am not a fun of reflection. But I will try some more.
from spark-daria.
@MrPowers I came with another idea. Would you like to have the following syntax for the methods without additional arguments
col(" SOME_String ")|trim|lower
without rewriting them method?
from spark-daria.
My 2 cents. I like fluent interfaces over operator overloading as I find it creates more defensible code wrt keeping things as simple as possible.
However, I find the pipe overloading rather scala elegant, would support that.
One thing that might be worth it to try is the Dynamic trait https://www.scala-lang.org/api/2.12.x/scala/Dynamic.html
Don't have much experience with it but might allow the Fluent interface with little code.
Probably a concern: As of Scala 2.10, defining direct or indirect subclasses of this trait is only possible if the language feature dynamics is enabled.
from spark-daria.
@eclosson Thanks for info about Dynamic, I will check it out.
from spark-daria.
@MrPowers did you have chance to review my above suggestion?
from spark-daria.
Related Issues (20)
- Cannot deploy project - Spark Packages is broken HOT 6
- Prepping for Spark 3 HOT 12
- ParquetCompactor should accept SparkSession as a dependency
- Wanted to understand how can i use your this repo HOT 1
- Does withColumnRenamed have a hidden cost similar to the hidden cost of withColumn HOT 1
- New release soon? HOT 2
- Misleading error message in assertSmallDatarameEquality
- Add new functions: greatest and least
- Rename the primary branch to be "main" HOT 1
- .Net for Spark HOT 3
- ParquetCompactor can only work for parquet written by Spark
- IntelliJ: Cannot resolve symbol transformations HOT 3
- Rename library to spark-helga
- NotNull assertion expression HOT 4
- Question HOT 2
- writeSingleFile doesn't create folders in s3 HOT 1
- Create a better release process HOT 1
- DariaWriters.writeSingleFile() needs to accept options parameter HOT 1
- CustomTransform RequiredColumns & AddedColumns are case sensitive HOT 1
- Create release process that automatically attaches JAR file to release
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 spark-daria.