Task
spark-daria
Our great sponsors
Task | spark-daria | |
---|---|---|
113 | 4 | |
9,845 | 742 | |
4.8% | - | |
9.6 | 0.0 | |
4 days ago | about 2 years ago | |
Go | Scala | |
MIT License | MIT License |
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.
Task
-
Show HN: Workflow Orchestrator in Golang
So many tools in this space! This one looks a little bit like go-task, but it seems maybe better for production workflows because if timeout support, while go-task seems more aimed to command line work/makefile replacement.
β-
-
Essential Command Line Tools for Developers
Task Task is a task runner / build tool that aims to be simpler and easier to use than, for example, GNU Make. Installation | Documentation | Twitter | Mastodon | Discord
View on GitHub
-
Using Make β writing less Makefile
A similar tool is `task` https://taskfile.dev/ . It is quite capable and also a single executable. I've grown to quite like it.
If you're looking to an alternative, you could take a look at Task:
-
Whatβs with DevOps engineers using `make` of all things?
check out tasks - a bit of a learning curve but arguably more powerful imo
https://taskfile.dev/ - a mix of build tool and command runner. YAML for the Taskfiles which you might consider either a pro or con. :)
-
Go Development with Hot Reload Using Taskfile
That's when I came across taskfile.dev. Task is an automation tool designed to be more accessible than other options, such as GNU Make.
-
Poetry (Packaging) in motion
Full disclosure, I did not review Conda or Hatch fully. Not that there is anything explicitly wrong with either of them. Conda is too specific to the scientific community for my general taste. Hatch seems to go well with Conda and also uses the PyProject manifest as well. It's nice that it gives you several built in tools, similar to commit hooks, but I tend to like to roll my own via a Taskfile and run them with Poetry.
spark-daria
-
Lakehouse architecture in Azure Synapse without Databricks?
I was a Databricks user for 5 years and spent 95% of my time developing Spark code in IDEs. See the spark-daria and spark-fast-tests projects as Scala examples. I developed internal libraries with all the business logic. The Databricks notebooks would consist of a few lines of code that would invoke a function in the proprietary Spark codebase. The proprietary Spark codebase would depend on the OSS libraries I developed in parallel.
-
Is Spark - The Defenitive Guide outdated?
They spent a lot of effort improving the catalyst engine under the hood too and making it easier to extend and improve it in the future. Making it easy to add your own native code to Spark itself. Shameless plug of a blog post I wrote on this subject which basically reiterates what Matthew Powers, author of Spark Daria and quinn, wrote here.
-
Ask HN: What are some tools / libraries you built yourself?
I built daria (https://github.com/MrPowers/spark-daria) to make it easier to write Spark and spark-fast-tests (https://github.com/MrPowers/spark-fast-tests) to provide a good testing workflow.
quinn (https://github.com/MrPowers/quinn) and chispa (https://github.com/MrPowers/chispa) are the PySpark equivalents.
Built bebe (https://github.com/MrPowers/bebe) to expose the Spark Catalyst expressions that aren't exposed to the Scala / Python APIs.
Also build spark-sbt.g8 to create a Spark project with a single command: https://github.com/MrPowers/spark-sbt.g8
-
Open source contributions for a Data Engineer?
I've built popular PySpark (quinn, chispa) and Scala Spark (spark-daria, spark-fast-tests) libraries.
What are some alternatives?
just - π€ Just a command runner
doit - task management & automation tool
goreleaser - Deliver Go binaries as fast and easily as possible
boilr - :zap: boilerplate template manager that generates files or directories from template repositories
JobRunner - Framework for performing work asynchronously, outside of the request flow
taskctl - Concurrent task runner, developer's routine tasks automation toolkit. Simple modern alternative to GNU Make π§°
spinner - Go (golang) package with 90 configurable terminal spinner/progress indicators.
chispa - PySpark test helper methods with beautiful error messages
kazaam - Arbitrary transformations of JSON in Golang
grequests - A Go "clone" of the great and famous Requests library
quinn - pyspark methods to enhance developer productivity π£ π― π
dbmate - :rocket: A lightweight, framework-agnostic database migration tool.