rics#

My personal little ML engineering library.

Environment variables#

JTWILI#

Set JTWILI=true to disable the warning emitted by rics.configure_stuff().

Functions

configure_stuff([level, rics_level, ...])

Configure a bunch of stuff to match my personal preferences.
configure_stuff(level: int | str = 'INFO', rics_level: int | str = 'INFO', id_translation_level: int | str = 'INFO', matplotlib_level: int | str = 'WARNING', logging: bool = True, pandas: bool = True, plotting: bool = True, ghost: bool = True, **kwargs: Any) → None[source]#

Configure a bunch of stuff to match my personal preferences. May do strange stuff 👻.

Warning

This function can and will change without warning, and will not be documented in the changelog. Don’t use for anything important.

Set JTWILI=true to disable the warning.

Parameters:

  • level – Log level for the root logger. Default is logging.INFO.

  • rics_level – Log level for the rics package. Default is logging.INFO.

  • id_translation_level – Log level for the id_translation package. Default is logging.INFO.

  • matplotlib_level – Log level for the matplotlib package. Default is logging.WARNING.

  • logging – If True, attempt to perform logging configuration.

  • pandas – If True, attempt to perform pandas configuration.

  • plotting – If True, attempt to perform plotting (e.g. matplotlib) configuration.

  • ghost – Set to False to disable ‘👻 Configured some stuff just the way I like it!’.

  • **kwargs – Keyword arguments for rics.logs.basic_config() and logging.basicConfig().

Modules

action_level

Action level enumeration types.

cli

CLI entrypoint.

click

Utility functions and classes for working with https://pypi.org/project/click/ CLI applications.

collections

Collection utilities.

env

Utilities for working with environment variables.

envinterp

Legacy module.

jupyter

Utilities for working with Jupyter.

logs

Utility methods for logging tasks.

misc

Miscellaneous utility methods for Python applications.

paths

Utility methods for working with paths and filesystems.

performance

Performance testing utility.

plotting

Plotting utility methods.

strings

Utility functions that act on or produce strings.

types

Types used by this package.