koalas

Data processing library

A Python package that allows users to work with pandas DataFrames on top of Apache Spark

Koalas: pandas API on Apache Spark

GitHub

3k stars
323 watching
358 forks
Language: Python
last commit: over 2 years ago
Linked from 2 awesome lists

big-datadata-sciencedataframemlflowpandaspydataspark

Backlinks from these awesome lists:

Related projects:

RepositoryDescriptionStars
spark-notebook/spark-notebookAn interactive web-based editor for exploring and analyzing large datasets using Scala, Apache Spark, and other data science tools3,155
blaze/blazeA Python library that translates familiar NumPy/Pandas-like syntax into database query language3,185
databricks/spark-corenlpWraps Stanford CoreNLP annotators as Spark DataFrame functions for natural language processing tasks422
kotlin/kotlin-spark-apiProvides compatibility and extensions between Kotlin and Apache Spark for big data processing463
apache/sparkAn analytics engine designed to handle large-scale data processing and analysis40,170
databricks/learning-sparkExamples and tutorials for learning Spark using Java and Scala3,892
svenkreiss/pysparklingA lightweight Python implementation of Spark's RDD and DStream interfaces for improved performance on small datasets262
pandas-dev/pandasA powerful data analysis toolkit for Python that provides flexible and expressive data structures for efficient data manipulation and analysis.44,052
microsoft/mobiusProvides a C# API for interacting with Apache Spark941
awslabs/deequA library for testing data quality in large datasets3,324
datastax/spark-cassandra-connectorA library that enables integration between Apache Spark and Apache Cassandra for fast data processing and analysis.1,944
ydataai/ydata-profilingAn exploratory data analysis tool for Pandas and Spark DataFrames12,602
jerrylead/sparkinternalsAn in-depth analysis of Apache Spark's design and implementation5,288
strat0sphere/spark-eucaProvides scripts to deploy multiple big data tools in a managed environment using Eucalyptus and Amazon AWS1
johnsnowlabs/spark-nlpProvides a set of pre-trained models and libraries for natural language processing tasks on top of Apache Spark3,889