Productivity-centric Python Big Data Framework
Project description
Ibis: Python data analysis framework for Hadoop and SQL engines
Service | Status |
---|---|
Documentation | |
Conda packages | |
PyPI | |
Ibis CI | |
Backend CI | |
Coverage |
Ibis is a toolbox to bridge the gap between local Python environments, remote storage, execution systems like Hadoop components (HDFS, Impala, Hive, Spark) and SQL databases. Its goal is to simplify analytical workflows and make you more productive.
Install Ibis from PyPI with:
pip install ibis-framework
or from conda-forge with
conda install ibis-framework -c conda-forge
Ibis currently provides tools for interacting with the following systems:
- Apache Impala
- Apache Kudu
- Hadoop Distributed File System (HDFS)
- PostgreSQL
- MySQL
- SQLite
- Pandas DataFrames
- Clickhouse
- BigQuery
- OmniSciDB
- PySpark
- Dask (Experimental)
Learn more about using the library at http://ibis-project.org.
Project details
Release history Release notifications | RSS feed
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
Source Distribution
ibis-framework-2.1.0.tar.gz
(568.1 kB
view details)
Built Distribution
File details
Details for the file ibis-framework-2.1.0.tar.gz
.
File metadata
- Download URL: ibis-framework-2.1.0.tar.gz
- Upload date:
- Size: 568.1 kB
- Tags: Source
- Uploaded using Trusted Publishing? No
- Uploaded via: poetry/1.1.12 CPython/3.9.9 Linux/5.11.0-1022-azure
File hashes
Algorithm | Hash digest | |
---|---|---|
SHA256 | 380902232ebe6e22875435735d13fc5523ea9ae91219561670bf9c1aa07f07cd |
|
MD5 | 11db247d3bd6b28008d0843e11625aed |
|
BLAKE2b-256 | 577a2398986004936fa714b38a365e1ee19359b70b4a9a9bd79323eaa32d925c |
File details
Details for the file ibis_framework-2.1.0-py3-none-any.whl
.
File metadata
- Download URL: ibis_framework-2.1.0-py3-none-any.whl
- Upload date:
- Size: 699.0 kB
- Tags: Python 3
- Uploaded using Trusted Publishing? No
- Uploaded via: poetry/1.1.12 CPython/3.9.9 Linux/5.11.0-1022-azure
File hashes
Algorithm | Hash digest | |
---|---|---|
SHA256 | 4496b24f52d83caa953c7ab4c31d5e3a8c7ae0407cf27e6104cd8d89f886eb32 |
|
MD5 | 6595fcff7ddfba9fcab9b2afa44de9a9 |
|
BLAKE2b-256 | 378dc01a57793b5cab2a4adf7ae8f1f3127d9bcbc04810d2f03645df6a94e4dc |