koalas
Koalas: pandas API on Apache Spark (by databricks)
datacompy
Pandas and Spark DataFrame comparison for humans and more! (by capitalone)
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| koalas | datacompy | |
|---|---|---|
| 2 | 4 | |
| 3,319 | 382 | |
| 0.2% | 8.9% | |
| 4.6 | 7.4 | |
| about 1 month ago | 4 days ago | |
| Python | Python | |
| Apache License 2.0 | Apache License 2.0 |
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.
-
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 .
-
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.
datacompy
Posts with mentions or reviews of datacompy.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-07-26.
- How to Check 2 SQL Tables Are the Same
-
Comparing 2 CSV files
datacompy is a package to compare 2 pandas dataframes
- Performing Data Tests on External Data/Complex Data Quality Checks
-
Best Practice When Comparing Data Across Two SQL Servers in Python
https://github.com/capitalone/datacompy will allow you to compare two tables/dataframes against one another, and see detailed results on the difference.
What are some alternatives?
When comparing koalas and datacompy you can also consider the following projects:
Dask - Parallel computing with task scheduling
data-science-ipython-notebooks - Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.