koalas
Koalas: pandas API on Apache Spark (by databricks)
popmon
Monitor the stability of a Pandas or Spark dataframe ⚙︎ (by ing-bank)
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koalas | popmon | |
---|---|---|
2 | 1 | |
3,317 | 485 | |
0.2% | 0.8% | |
4.6 | 6.9 | |
30 days ago | 3 months ago | |
Python | Python | |
Apache License 2.0 | MIT License |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
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.
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.
koalas
Posts with mentions or reviews of koalas.
We have used some of these posts to build our list of alternatives
and similar projects.
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My new company uses Pyspark. I want to learn it before my starting date. Any advice?
If they're using databricks and you're familiar with pandas, koalas should be right up your alley .
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Spark vs Pandas
If you like excessive use of square brackets.. I mean pandas, you might wanna check out Koalas. Koalas suppose to provide pandas datafrafe API implementation atop of Spark.
popmon
Posts with mentions or reviews of popmon.
We have used some of these posts to build our list of alternatives
and similar projects.
What are some alternatives?
When comparing koalas and popmon you can also consider the following projects:
Dask - Parallel computing with task scheduling
sweetviz - Visualize and compare datasets, target values and associations, with one line of code.