Pandas DataFrame API on Apache Spark

Navigation

Verified details

These details have been verified by PyPI
Maintainers
Avatar for gatorsmile from gravatar.com gatorsmile Avatar for HaejoonLee from gravatar.com HaejoonLee Avatar for hyukjinkwon from gravatar.com hyukjinkwon Avatar for rxin from gravatar.com rxin Avatar for thunterdb from gravatar.com thunterdb Avatar for ueshin from gravatar.com ueshin Avatar for xinrong-databricks from gravatar.com xinrong-databricks

Unverified details

These details have not been verified by PyPI
Project links
Meta
  • License: http://www.apache.org/licenses/LICENSE-2.0
  • Maintainer: Databricks
  • Requires: Python >=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*

Project description

Koalas makes data scientists more productive when interacting with big data, by augmenting Apache Spark’s Python DataFrame API to be compatible with Pandas’.

Pandas is the de facto standard (single-node) dataframe implementation in Python, while Spark is the de facto standard for big data processing. With this package, data scientists can:

  • Be immediately productive with Spark, with no learning curve, if one is already familiar with Pandas.

  • Have a single codebase that works both with Pandas (tests, smaller datasets) and with Spark (distributed datasets).

Project details

Verified details

These details have been verified by PyPI
Maintainers
Avatar for gatorsmile from gravatar.com gatorsmile Avatar for HaejoonLee from gravatar.com HaejoonLee Avatar for hyukjinkwon from gravatar.com hyukjinkwon Avatar for rxin from gravatar.com rxin Avatar for thunterdb from gravatar.com thunterdb Avatar for ueshin from gravatar.com ueshin Avatar for xinrong-databricks from gravatar.com xinrong-databricks

Unverified details

These details have not been verified by PyPI
Project links
Meta
  • License: http://www.apache.org/licenses/LICENSE-2.0
  • Maintainer: Databricks
  • Requires: Python >=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*

Release history Release notifications | RSS feed

1.8.2

1.8.1

1.8.0

1.7.0

1.6.0

1.5.0

1.4.0

1.3.0

1.2.0

1.1.0

1.0.1

1.0.0

0.33.0

0.32.0

0.31.0

0.30.0

0.29.0

0.28.0

0.27.0

0.26.0

0.25.0

0.24.0

0.23.0

0.22.0

0.21.0

0.20.0

0.19.0

0.18.0

0.17.0

0.16.0

0.15.0

0.14.0

0.13.0

0.12.0

0.11.0

0.10.0

0.9.0

0.8.0

0.7.0

0.6.0

0.5.0

0.4.1

0.4.0

0.3.0

0.2.0

This version

0.1.0

0.0.6

Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distributions

No source distribution files available for this release.See tutorial on generating distribution archives.

Built Distribution

koalas-0.1.0-py3-none-any.whl (41.7 kB view hashes)

Uploaded Python 3

Supported by

AWS AWS Cloud computing and Security Sponsor Datadog Datadog Monitoring Fastly Fastly CDN Google Google Download Analytics Microsoft Microsoft PSF Sponsor Pingdom Pingdom Monitoring Sentry Sentry Error logging StatusPage StatusPage Status page