<commit_before>"""
Match edits to following month so that they can be joined with
misalignment data for that month.

Usage:
    add_additional_columns_based_on_revision_information (-h|--help)
    add_additional_columns_based_on_revision_information <revisions_input> <output>
                                                         [--debug]
                                                         [--verbose]

Options:
    -h, --help         This help message is printed
    <revisions_input>  Path to revisions file to process.
    <output>           Where output will be written
    --debug            Print debug logging to stderr
    --verbose          Print dots and stuff to stderr  
"""


import docopt
import logging
import operator
from collections import defaultdict
import mysqltsv
import re
import sys


logger = logging.getLogger(__name__)

REFERENCE_MANIPULATION_RE = re.compile(r'.*reference', re.I)
SITELINK_MANIPULATION_RE = re.compile(r'.*sitelink', re.I)
LABEL_DESCRIPTION_OR_ALIAS_MANIPULATION_RE = re.compile(r'.*((alias)|(label)|(description))', re.I)

def main(argv=None):
    args = docopt.docopt(__doc__)
    logging.basicConfig(
        level=logging.INFO if not args['--debug'] else logging.DEBUG,
        format='%(asctime)s %(levelname)s:%(name)s -- %(message)s'
    )

    revisions_input_file = mysqltsv.Reader(
        open(args['<revisions_input>'],'rt'),
        headers=False, types=[str, int, str, str, str, int, int, int, str, str, 
        str, str, str, str, str, str, int, int])


    output_file = mysqltsv.Writer(open(args['<output>'], "w"))

    verbose = args['--verbose']


    run(revisions_input_file, output_file, verbose)


def run(revisions_input_file, output_file, verbose):


    for i, line in enumerate(revisions_input_file):

        comment = line[3]
        bot_prediction_threshold = line[14]

        if not bot_prediction_threshold:
            edit_type_updated = "\\N"
        elif bot_prediction_threshold >= 5.46:
            edit_type_updated = 'anon_ten_recall_bot_edit'
        elif bot_prediction_threshold >= 4.01:
            edit_type_updated = 'anon_twenty_recall_bot_edit'
        elif bot_prediction_threshold >= 3.01:
            edit_type_updated = 'anon_thirty_recall_bot_edit'
        elif bot_prediction_threshold >= 2.21:
            edit_type_updated = 'anon_forty_recall_bot_edit'<commit_msg>Fixed bug<commit_after>"""
Match edits to following month so that they can be joined with
misalignment data for that month.

Usage:
    add_additional_columns_based_on_revision_information (-h|--help)
    add_additional_columns_based_on_revision_information <revisions_input> <output>
                                                         [--debug]
                                                         [--verbose]

Options:
    -h, --help         This help message is printed
    <revisions_input>  Path to revisions file to process.
    <output>           Where output will be written
    --debug            Print debug logging to stderr
    --verbose          Print dots and stuff to stderr  
"""


import docopt
import logging
import operator
from collections import defaultdict
import mysqltsv
import re
import sys


logger = logging.getLogger(__name__)

REFERENCE_MANIPULATION_RE = re.compile(r'.*reference', re.I)
SITELINK_MANIPULATION_RE = re.compile(r'.*sitelink', re.I)
LABEL_DESCRIPTION_OR_ALIAS_MANIPULATION_RE = re.compile(r'.*((alias)|(label)|(description))', re.I)

def main(argv=None):
    args = docopt.docopt(__doc__)
    logging.basicConfig(
        level=logging.INFO if not args['--debug'] else logging.DEBUG,
        format='%(asctime)s %(levelname)s:%(name)s -- %(message)s'
    )

    revisions_input_file = mysqltsv.Reader(
        open(args['<revisions_input>'],'rt'),
        headers=False, types=[str, int, str, str, str, int, int, int, str, str, 
        str, str, str, str, float, str, int, int])


    output_file = mysqltsv.Writer(open(args['<output>'], "w"))

    verbose = args['--verbose']


    run(revisions_input_file, output_file, verbose)


def run(revisions_input_file, output_file, verbose):


    for i, line in enumerate(revisions_input_file):

        comment = line[3]
        bot_prediction_threshold = line[14]

        if not bot_prediction_threshold:
            edit_type_updated = "\\N"
        elif bot_prediction_threshold >= 5.46:
            edit_type_updated = 'anon_ten_recall_bot_edit'
        elif bot_prediction_threshold >= 4.01:
            edit_type_updated = 'anon_twenty_recall_bot_edit'
        elif bot_prediction_threshold >= 3.01:
            edit_type_updated = 'anon_thirty_recall_bot_edit'
        elif bot_prediction_threshold >= 2.21:
            edit_type_updated = 'anon_forty_recall_bot_edit'
{'fraction_non_alphanumeric': 0.10054690786705932, 'fraction_numerical': 0.006310475389145982, 'mean_word_length': 2.791866028708134, 'pattern_counts': {'":': 0, '<': 15, '<?xml version=': 0, '>': 23, 'https://': 0, 'lorem ipsum': 0, 'www.': 0, 'xml': 0}, 'pii_count': 0, 'substrings_counts': 0, 'word_list_counts': {'cursed_substrings.json': 11, 'profanity_word_list.json': 0, 'sexual_word_list.json': 0, 'zh_pornsignals.json': 0}}
{'dir': 'git-commits-cleaned', 'id': '5113053', 'n_tokens_mistral': 1518, 'n_tokens_neox': 1433, 'n_words': 338}