pyrasgo 0.1.4a1

Alpha version of the Rasgo Python interface.

pyRasgo is a python SDK to interact with the Rasgo API. Rasgo accelerates feature engineering for Data Scientists.

Visit us at https://www.rasgoml.com/ to turn your data into Features in minutes!

Documentation is available at: https://docs.rasgoml.com/rasgo-docs/pyrasgo/

Package Dependencies

• idna>=2.5,<3
• more-itertools
• pandas
• pyarrow>=3.0
• pydantic
• pyyaml
• requests
• snowflake-connector-python>=2.4.0
• tqdm

Release Notes

• v0.1.4(June 2,2021)

  • introduces pip install pyrasgo[df] install option
  • various improvements to dataframe profiles

• v0.1.3(May 27,2021)

  • introduces experiment tracking on dataframes
  • fixes errors when running feature_importance on dataframes with NaN values

• v0.1.2(May 26,2021)

  • generates column profile automatically when running feature_importance

• v0.1.1(May 24,2021)

  • supports sharing public dataframe profiles
  • enforces assignment of granularity to dimensions in Publish methods based on list ordering

• v0.1.0(May 17,2021)

  • introduces dataframe methods: evaluate, prune, transform
  • supports free pyrago trial registration

• v0.0.79(April 19,2021)

  • support additional datetime data types on Features
  • resolve import errors

• v0.0.78(April 5,2021)

  • adds include_shared param to get_collections() method

• v0.0.77(April 5,2021)

  • adds convenience method to rename a Feature’s displayName
  • adds convenience method to promote a Feature from Sandbox to Production status
  • fixes permissions bug when trying to read Community data sources from a public org

• v0.0.76(April 5,2021)

  • adds columns to DataSource primitive
  • adds verbose error message to inform users when a Feature name conflict is preventing creation

• v0.0.75(April 5,2021)

  • introduce interactive Rasgo primitives

• v0.0.74(March 25,2021)

  • upgrade Snowflake python connector dependency to 2.4.0
  • upgrade pyarrow dependency to 3.0