
from collections import defaultdict
from pathlib import Path

import pandas as pd
from rouge_cli import calculate_rouge_path

from utils import calculate_rouge


lowercase   =	[
    '''Prosecutor: "No videos were used in the crash investigation" German papers say they saw a cell phone video of the'''
    ''' final seconds on board Flight 9525. The Germanwings co-pilot says he had a "previous episode of severe'''
    ''' depression\" German airline confirms it knew of Andreas Lubitz\'s depression years before he took control.''',
    '''The Palestinian Authority officially becomes the 123rd member of the International Criminal Court. The formal'''
    ''' accession was marked with a ceremony at The Hague, in the Netherlands. The Palestinians signed the ICC\'s'''
    ''' founding Rome Statute in January. Israel and the United States opposed the Palestinians\' efforts to join the'''
    ''' body.''',
    '''Amnesty International releases its annual report on the death penalty. The report catalogs the use of'''
    ''' state-sanctioned killing as a punitive measure across the globe. At least 607 people were executed around the'''
    ''' world in 2014, compared to 778 in 2013. The U.S. remains one of the worst offenders for imposing capital'''
    ''' punishment.''',
]

lowercase   =	[
    '''Marseille prosecutor says "so far no videos were used in the crash investigation" despite media reports .'''
    ''' Journalists at Bild and Paris Match are "very confident" the video clip is real, an editor says . Andreas Lubitz'''
    ''' had informed his Lufthansa training school of an episode of severe depression, airline says .''',
    '''Membership gives the ICC jurisdiction over alleged crimes committed in Palestinian territories since last June .'''
    ''' Israel and the United States opposed the move, which could open the door to war crimes investigations against'''
    ''' Israelis .''',
    '''Amnesty\'s annual death penalty report catalogs encouraging signs, but setbacks in numbers of those sentenced to'''
    ''' death . Organization claims that governments around the world are using the threat of terrorism to advance'''
    ''' executions . The number of executions worldwide has gone down by almost 22% compared with 2013, but death'''
    ''' sentences up by 28% .''',
]



def   __lowerCAmelCase    (				)	->     Tuple:
							lowerCamelCase_					=       calculate_rouge(UpperCAmelCase__      ,					UpperCAmelCase__      ,					bootstrap_aggregation=UpperCAmelCase__      ,					rouge_keys=["""rouge2""", """rougeL"""]							)
							assert isinstance(UpperCAmelCase__      ,					UpperCAmelCase__							)
							lowerCamelCase_					=       calculate_rouge(UpperCAmelCase__      ,					UpperCAmelCase__      ,					bootstrap_aggregation=UpperCAmelCase__      ,					rouge_keys=["""rouge2"""]							)
							assert (
							    pd.DataFrame(no_aggregation["""rouge2"""]							).fmeasure.mean()
							    == pd.DataFrame(no_aggregation_just_ra["""rouge2"""]							).fmeasure.mean()
							)



def   __lowerCAmelCase    (				)	->     Any:
							lowerCamelCase_					=       """rougeLsum"""
							lowerCamelCase_					=       calculate_rouge(UpperCAmelCase__      ,					UpperCAmelCase__      ,					newline_sep=UpperCAmelCase__      ,					rouge_keys=[k]							)[k]
							lowerCamelCase_					=       calculate_rouge(UpperCAmelCase__      ,					UpperCAmelCase__      ,					newline_sep=UpperCAmelCase__      ,					rouge_keys=[k]							)[k]
							assert score > score_no_sep



def   __lowerCAmelCase    (				)	->     List[str]:
							lowerCamelCase_					=       ["""rouge1""", """rouge2""", """rougeL"""]
							lowerCamelCase_					=       calculate_rouge(UpperCAmelCase__      ,					UpperCAmelCase__      ,					newline_sep=UpperCAmelCase__      ,					rouge_keys=UpperCAmelCase__							)
							lowerCamelCase_					=       calculate_rouge(UpperCAmelCase__      ,					UpperCAmelCase__      ,					newline_sep=UpperCAmelCase__      ,					rouge_keys=UpperCAmelCase__							)
							assert score_sep == score_no_sep



def   __lowerCAmelCase    (				)	->     Optional[int]:
							lowerCamelCase_					=       [
							    """Her older sister, Margot Frank, died in 1945, a month earlier than previously thought.""",
							    """Marseille prosecutor says \"so far no videos were used in the crash investigation\" despite media reports .""",
							]
							lowerCamelCase_					=       [
							    """Margot Frank, died in 1945, a month earlier than previously thought.""",
							    """Prosecutor: \"No videos were used in the crash investigation\" German papers say they saw a cell phone video of"""
							    """ the final seconds on board Flight 9525.""",
							]
							assert calculate_rouge(UpperCAmelCase__      ,					UpperCAmelCase__      ,					newline_sep=UpperCAmelCase__							) == calculate_rouge(UpperCAmelCase__      ,					UpperCAmelCase__      ,					newline_sep=UpperCAmelCase__							)



def   __lowerCAmelCase    (				)	->     str:
							lowerCamelCase_					=       [
							    """\" \"a person who has such a video needs to immediately give it to the investigators,\" prosecutor says .<n> \"it is a very disturbing scene,\" editor-in-chief of bild online tells \"erin burnett: outfront\" """
							]
							lowerCamelCase_					=       [
							    """ Marseille prosecutor says \"so far no videos were used in the crash investigation\" despite media reports . Journalists at Bild and Paris Match are \"very confident\" the video clip is real, an editor says . Andreas Lubitz had informed his Lufthansa training school of an episode of severe depression, airline says ."""
							]

							lowerCamelCase_					=       calculate_rouge(UpperCAmelCase__      ,					UpperCAmelCase__      ,					rouge_keys=["""rougeLsum"""]      ,					newline_sep=UpperCAmelCase__							)["""rougeLsum"""]
							lowerCamelCase_					=       calculate_rouge(UpperCAmelCase__      ,					UpperCAmelCase__      ,					rouge_keys=["""rougeLsum"""]							)["""rougeLsum"""]
							assert new_score > prev_score



def   __lowerCAmelCase    (				)	->     List[str]:
							lowerCamelCase_					=       Path("""examples/seq2seq/test_data/wmt_en_ro"""							)
							lowerCamelCase_					=       calculate_rouge_path(data_dir.joinpath("""test.source"""							)      ,					data_dir.joinpath("""test.target"""							)							)
							assert isinstance(UpperCAmelCase__      ,					UpperCAmelCase__							)
							lowerCamelCase_					=       calculate_rouge_path(
							    data_dir.joinpath("""test.source"""							)      ,					data_dir.joinpath("""test.target"""							)      ,					bootstrap_aggregation=UpperCAmelCase__							)
							assert isinstance(UpperCAmelCase__      ,					UpperCAmelCase__							)







from __future__ import annotations

lowercase   =	'''Muhammad Umer Farooq'''
lowercase   =	'''MIT'''
lowercase   =	'''1.0.0'''
lowercase   =	'''Muhammad Umer Farooq'''
lowercase   =	'''contact@muhammadumerfarooq.me'''
lowercase   =	'''Alpha'''

import re
from html.parser import HTMLParser
from urllib import parse

import requests





class    __A(					UpperCAmelCase							):

					def __init__(						self       :  Tuple ,       __UpperCamelCase       :  str ):
												super().__init__()
												lowerCamelCase_					=       []
												lowerCamelCase_					=       domain



					def  lowercase__   (						self       :  Any ,       __UpperCamelCase       :  str ,       __UpperCamelCase       :  list[tuple[str, str | None]] ):
												# Only parse the 'anchor' tag.
												if tag == "a":
																			# Check the list of defined attributes.
																			for name, value in attrs:
																										# If href is defined, and not empty nor # print it.
																										if name == "href" and value != "#" and value != "":
																																	# If not already in urls.
																																	if value not in self.urls:
																																								lowerCamelCase_					=       parse.urljoin(self.domain ,       __UpperCamelCase )
																																								self.urls.append(__UpperCamelCase )



def   __lowerCAmelCase    (				UpperCAmelCase__					:   str							)	->     str:
							return ".".join(get_sub_domain_name(UpperCAmelCase__							).split("""."""							)[-2:]							)



def   __lowerCAmelCase    (				UpperCAmelCase__					:   str							)	->     str:
							return parse.urlparse(UpperCAmelCase__							).netloc



def   __lowerCAmelCase    (				UpperCAmelCase__					:   str = "https://github.com"							)	->     list[str]:
							lowerCamelCase_					=       get_domain_name(UpperCAmelCase__							)

							# Initialize the parser
							lowerCamelCase_					=       Parser(UpperCAmelCase__							)

							try:
														# Open URL
														lowerCamelCase_					=       requests.get(UpperCAmelCase__							)

														# pass the raw HTML to the parser to get links
														parser.feed(r.text							)

														# Get links and loop through
														lowerCamelCase_					=       set()
														for link in parser.urls:
																					# open URL.
																					# read = requests.get(link)
																					try:
																												lowerCamelCase_					=       requests.get(UpperCAmelCase__							)
																												# Get the valid email.
																												lowerCamelCase_					=       re.findall("""[a-zA-Z0-9]+@""" + domain      ,					read.text							)
																												# If not in list then append it.
																												for email in emails:
																																			valid_emails.add(UpperCAmelCase__							)
																					except ValueError:
																												pass
							except ValueError:
														raise SystemExit(1							)

							# Finally return a sorted list of email addresses with no duplicates.
							return sorted(UpperCAmelCase__							)


if __name__ == "__main__":
		lowercase   =	emails_from_url('''https://github.com''')
		print(F"""{len(emails)} emails found:""")
		print('''\n'''.join(sorted(emails)))





