dask-gateway
flintrock
Our great sponsors
| dask-gateway | flintrock | |
|---|---|---|
| 4 | 1 | |
| 127 | 630 | |
| 0.8% | - | |
| 8.4 | 5.0 | |
| 7 days ago | 17 days ago | |
| Python | Python | |
| BSD 3-clause "New" or "Revised" 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.
dask-gateway
- How to change the API version from v1alpha to v1 prior to upgrading the kubernetes cluster?
-
How can we change the API versions of kubernetes objects in GKE prior to cluster upgrade?
Those two resource types are using the traefik.containo.us/v1alpha1 API version, which itself is defined at https://github.com/dask/dask-gateway/blob/main/resources/helm/dask-gateway/crds/traefik.yaml, and doesn't use the deprecated CRD API.
-
Why Databricks Is Winning
I’ve had a lot of success with Dask lately. It’s comparable to spark in some ways [0]. Being written in python and built on top of pandas/numpy it allows much more flexibility. It also has great tools built on top of kubernetes making deployment quick and easy [1].
[0] https://docs.dask.org/en/latest/spark.html
[1] https://github.com/dask/dask-gateway
flintrock
-
Why Databricks Is Winning
> * AWS has a managed Spark offering called EMR
There is also my rinky-dink open source project, Flintrock [0], that will launch open source Spark clusters on AWS for you.
It's probably not the right tool for production use (and you would be right to wonder why Flintrock exists when we have EMR [1]), but I know of several companies that have used Flintrock at one point or other in production at large scale (like, 400+ node clusters).
[0]: https://github.com/nchammas/flintrock
[1]: https://github.com/nchammas/flintrock#why-build-flintrock-wh...
What are some alternatives?
spark-snowflake - Snowflake Data Source for Apache Spark.
databricks-nutter-repos-demo - Demo of using the Nutter for testing of Databricks notebooks in the CI/CD pipeline
kube-no-trouble - Easily check your clusters for use of deprecated APIs
transformers - 🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
chispa - PySpark test helper methods with beautiful error messages
MLflow - Open source platform for the machine learning lifecycle
quinn - pyspark methods to enhance developer productivity 📣 👯 🎉