koalas vs fastdbfs

koalas

Koalas: pandas API on Apache Spark (by databricks)

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fastdbfs

fastdbfs - An interactive command line client for Databricks DBFS. (by salva)

Databricks Spark dbfs

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koalas		fastdbfs
	Project
2	Mentions	1
3,319	Stars	4
0.2%	Growth	-
4.6	Activity	0.0
about 1 month ago	Latest Commit	almost 3 years ago
Python	Language	Python
Apache License 2.0	License	GNU General Public License v3.0 only

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.

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?
1 project | /r/datascience | 10 Nov 2022

If they're using databricks and you're familiar with pandas, koalas should be right up your alley .
Spark vs Pandas
1 project | /r/dataengineering | 18 Feb 2021

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.

fastdbfs

Posts with mentions or reviews of fastdbfs. We have used some of these posts to build our list of alternatives and similar projects.

fastdbfs - An interactive command line client for Databricks DBFS
1 project | /r/dataengineering | 7 May 2021

fastdbfs is an interactive command line client for accessing Databricks DBFS. It aims to be much more friendly and faster than the official CLI tool and also feature rich.

What are some alternatives?

When comparing koalas and fastdbfs you can also consider the following projects:

Dask - Parallel computing with task scheduling

dbx - 🧱 Databricks CLI eXtensions - aka dbx is a CLI tool for development and advanced Databricks workflows management.

datacompy - Pandas and Spark DataFrame comparison for humans and more!

nutter - Testing framework for Databricks notebooks

PandasGUI - A GUI for Pandas DataFrames

Redash - Make Your Company Data Driven. Connect to any data source, easily visualize, dashboard and share your data.

popmon - Monitor the stability of a Pandas or Spark dataframe ⚙︎

cape-dataframes - Privacy transformations on Spark and Pandas dataframes backed by a simple policy language.

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.