Skip to main content

data_algebra is a data manipulation language that can both generate SQL queries and work on Pandas DataFrames.

Project description

data_algebra is a piped data wrangling system based on Codd's relational algebra and experience working with dplyr at scale, and a general data record transform engine. The primary purpose of the package is to support an easy to compose and maintain grammar of data processing steps that in turn can be used to generate database specific SQL. The package also implements the same transforms for Pandas DataFrames.

R versions of the system are available as the rquery and rqdatatable packages.

Recommended packages include: PyYAML (supplies yaml), sqlparse, and black.

Project details


Download files

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

Source Distribution

data_algebra-0.4.0.tar.gz (52.5 kB view details)

Uploaded Source

Built Distribution

data_algebra-0.4.0-py3-none-any.whl (53.5 kB view details)

Uploaded Python 3

File details

Details for the file data_algebra-0.4.0.tar.gz.

File metadata

  • Download URL: data_algebra-0.4.0.tar.gz
  • Upload date:
  • Size: 52.5 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/1.13.0 pkginfo/1.5.0.1 requests/2.22.0 setuptools/41.4.0 requests-toolbelt/0.9.1 tqdm/4.33.0 CPython/3.7.4

File hashes

Hashes for data_algebra-0.4.0.tar.gz
Algorithm Hash digest
SHA256 2de0b2c2a2e16d63a4582e7e1080d3df2774253cfa6a1d175a379e23625a82b9
MD5 02fadec85fcc028b440139d34f476924
BLAKE2b-256 97c7282824cd8449c5a23769fd186434838a6af909cd49ca97484f06b917e17f

See more details on using hashes here.

File details

Details for the file data_algebra-0.4.0-py3-none-any.whl.

File metadata

  • Download URL: data_algebra-0.4.0-py3-none-any.whl
  • Upload date:
  • Size: 53.5 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/1.13.0 pkginfo/1.5.0.1 requests/2.22.0 setuptools/41.4.0 requests-toolbelt/0.9.1 tqdm/4.33.0 CPython/3.7.4

File hashes

Hashes for data_algebra-0.4.0-py3-none-any.whl
Algorithm Hash digest
SHA256 7b96064474b6c51eca3627e85a406a11ab4f2f15a76ab9484fcce3e844cba66c
MD5 6654a9ffd18951071f2a7dbcb05b8a6e
BLAKE2b-256 9e87fa42848d61ea54fefb30144b4d507cf779575237cc7efe37031216e3c508

See more details on using hashes here.

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