Module pandas_profiling.config

Configuration for the package is handled in this wrapper for confuse.

"""Configuration for the package is handled in this wrapper for confuse."""
import argparse
import logging

import confuse
from pandas_profiling.utils.paths import get_config_default


class Config(object):
    """This is a wrapper for the python confuse package, which handles setting and getting configuration variables via
    various ways (notably via argparse and kwargs).
    """

    config = None
    """The confuse.Configuration object."""

    def __init__(self):
        if self.config is None:
            self.config = confuse.Configuration("PandasProfiling", __name__)
            self.config.set_file(str(get_config_default()))
            logging.debug(
                "The config constructor should be called only once, you should see this message only once."
            )

    def set_args(self, namespace: argparse.Namespace, dots: bool) -> None:
        """
        Set config variables based on the argparse Namespace object.

        Args:
            namespace: Dictionary or Namespace to overlay this config with. Supports nested Dictionaries and Namespaces.
            dots: If True, any properties on namespace that contain dots (.) will be broken down into child dictionaries.
        """
        self.config.set_args(namespace, dots)

    def _set_kwargs(self, reference, values: dict):
        """Helper function to set config variables based on kwargs."""
        for key, value in values.items():
            if key in reference:
                if type(value) == dict:
                    self._set_kwargs(reference[key], value)
                else:
                    reference[key].set(value)
            else:
                raise ValueError('Config parameter "{}" does not exist.'.format(key))

    def set_kwargs(self, kwargs) -> None:
        """
        Helper function to set config variables based on kwargs.

        Args:
            kwargs: the arguments passed to the .profile_report() function

        """
        self._set_kwargs(self.config, kwargs)

    def __getitem__(self, item):
        return self.config[item]

    def __setitem__(self, key, value):
        self.config[key].set(value)


config = Config()

Classes

class Config

This is a wrapper for the python confuse package, which handles setting and getting configuration variables via various ways (notably via argparse and kwargs).

Source code

class Config(object):
    """This is a wrapper for the python confuse package, which handles setting and getting configuration variables via
    various ways (notably via argparse and kwargs).
    """

    config = None
    """The confuse.Configuration object."""

    def __init__(self):
        if self.config is None:
            self.config = confuse.Configuration("PandasProfiling", __name__)
            self.config.set_file(str(get_config_default()))
            logging.debug(
                "The config constructor should be called only once, you should see this message only once."
            )

    def set_args(self, namespace: argparse.Namespace, dots: bool) -> None:
        """
        Set config variables based on the argparse Namespace object.

        Args:
            namespace: Dictionary or Namespace to overlay this config with. Supports nested Dictionaries and Namespaces.
            dots: If True, any properties on namespace that contain dots (.) will be broken down into child dictionaries.
        """
        self.config.set_args(namespace, dots)

    def _set_kwargs(self, reference, values: dict):
        """Helper function to set config variables based on kwargs."""
        for key, value in values.items():
            if key in reference:
                if type(value) == dict:
                    self._set_kwargs(reference[key], value)
                else:
                    reference[key].set(value)
            else:
                raise ValueError('Config parameter "{}" does not exist.'.format(key))

    def set_kwargs(self, kwargs) -> None:
        """
        Helper function to set config variables based on kwargs.

        Args:
            kwargs: the arguments passed to the .profile_report() function

        """
        self._set_kwargs(self.config, kwargs)

    def __getitem__(self, item):
        return self.config[item]

    def __setitem__(self, key, value):
        self.config[key].set(value)

Class variables

var config

The confuse.Configuration object.

Methods

def set_args(self, namespace, dots)

Set config variables based on the argparse Namespace object.

Args

namespace

Dictionary or Namespace to overlay this config with. Supports nested Dictionaries and Namespaces.

dots

If True, any properties on namespace that contain dots (.) will be broken down into child dictionaries.

Source code

def set_args(self, namespace: argparse.Namespace, dots: bool) -> None:
    """
    Set config variables based on the argparse Namespace object.

    Args:
        namespace: Dictionary or Namespace to overlay this config with. Supports nested Dictionaries and Namespaces.
        dots: If True, any properties on namespace that contain dots (.) will be broken down into child dictionaries.
    """
    self.config.set_args(namespace, dots)

def set_kwargs(self, kwargs)

Helper function to set config variables based on kwargs.

Args

kwargs

the arguments passed to the .profile_report() function

Source code

def set_kwargs(self, kwargs) -> None:
    """
    Helper function to set config variables based on kwargs.

    Args:
        kwargs: the arguments passed to the .profile_report() function

    """
    self._set_kwargs(self.config, kwargs)