<commit_before>from __future__ import print_function
from pymatch import *
import functions as uf

class Matcher:
    """
    Matcher Class -- Match data for an observational study.

    Parameters
    ----------
    test : pd.DataFrame
        Data representing the test group
    control : (pd.DataFrame)
        Data representing the control group
    formula : str (optional)
        custom formula to use for logistic regression
        i.e. "Y ~ x1 + x2 + ..."
    yvar : str (optional)
        Name of dependent variable (the treatment)
    exclude : list  (optional)
        List of variables to ignore in regression/matching.
        Useful for unique idenifiers
    """

    def __init__(self, test, control, yvar, formula=None, exclude=[]):
        # configure plots for ipynb
        plt.rcParams["figure.figsize"] = (10, 5)
        # variables generated during matching<commit_msg>fixed import functions<commit_after>from __future__ import print_function
from pymatch import *
import pymatch.functions as uf

class Matcher:
    """
    Matcher Class -- Match data for an observational study.

    Parameters
    ----------
    test : pd.DataFrame
        Data representing the test group
    control : (pd.DataFrame)
        Data representing the control group
    formula : str (optional)
        custom formula to use for logistic regression
        i.e. "Y ~ x1 + x2 + ..."
    yvar : str (optional)
        Name of dependent variable (the treatment)
    exclude : list  (optional)
        List of variables to ignore in regression/matching.
        Useful for unique idenifiers
    """

    def __init__(self, test, control, yvar, formula=None, exclude=[]):
        # configure plots for ipynb
        plt.rcParams["figure.figsize"] = (10, 5)
        # variables generated during matching
{'fraction_non_alphanumeric': 0.08587257617728532, 'fraction_numerical': 0.00554016620498615, 'mean_word_length': 2.4597701149425286, 'pattern_counts': {'":': 0, '<': 3, '<?xml version=': 0, '>': 3, 'https://': 0, 'lorem ipsum': 0, 'www.': 0, 'xml': 0}, 'pii_count': 0, 'substrings_counts': 0, 'word_list_counts': {'cursed_substrings.json': 0, 'profanity_word_list.json': 0, 'sexual_word_list.json': 0, 'zh_pornsignals.json': 0}}
{'dir': 'git-commits-cleaned', 'id': '5032740', 'n_tokens_mistral': 491, 'n_tokens_neox': 466, 'n_words': 183}