"""simple docstring"""



import itertools
import string
from collections.abc import Generator, Iterable

def  _A(		lowerCAmelCase			,  lowerCAmelCase							):
							A__       :     Dict								=			iter(lowerCAmelCase							)
							while True:
														A__       :     Optional[int]								=			tuple(itertools.islice(lowerCAmelCase			,  lowerCAmelCase							)							)
														if not chunk:
																					return
														yield chunk

def  _A(		lowerCAmelCase							):
							A__       :     str								=			"""""".join([c.upper() for c in dirty if c in string.ascii_letters]							)
							A__       :     Union[str, Any]								=			""""""

							if len(lowerCAmelCase							) < 2:
														return dirty

							for i in range(len(lowerCAmelCase							) - 1							):
														clean += dirty[i]

														if dirty[i] == dirty[i + 1]:
																					clean += "X"

							clean += dirty[-1]

							if len(lowerCAmelCase							) & 1:
														clean += "X"

							return clean

def  _A(		lowerCAmelCase							):
							# I and J are used interchangeably to allow
							# us to use a 5x5 table (25 letters)
							A__       :     Any								=			"""ABCDEFGHIKLMNOPQRSTUVWXYZ"""
							# we're using a list instead of a '2d' array because it makes the math
							# for setting up the table and doing the actual encoding/decoding simpler
							A__       :     Optional[Any]								=			[]

							# copy key chars into the table if they are in `alphabet` ignoring duplicates
							for char in key.upper():
														if char not in table and char in alphabet:
																					table.append(lowerCAmelCase							)

    # fill the rest of the table in with the remaining alphabet chars
							for char in alphabet:
														if char not in table:
																					table.append(lowerCAmelCase							)

							return table

def  _A(		lowerCAmelCase			,  lowerCAmelCase							):
							A__       :     List[Any]								=			generate_table(lowerCAmelCase							)
							A__       :     List[Any]								=			prepare_input(lowerCAmelCase							)
							A__       :     Union[str, Any]								=			""""""

							# https://en.wikipedia.org/wiki/Playfair_cipher#Description
							for chara, chara in chunker(lowerCAmelCase			,  2							):
														A__				,							A__       :     str								=			divmod(table.index(lowerCAmelCase							)			,  5							)
														A__				,							A__       :     List[str]								=			divmod(table.index(lowerCAmelCase							)			,  5							)

														if rowa == rowa:
																					ciphertext += table[rowa * 5 + (cola + 1) % 5]
																					ciphertext += table[rowa * 5 + (cola + 1) % 5]
														elif cola == cola:
																					ciphertext += table[((rowa + 1) % 5) * 5 + cola]
																					ciphertext += table[((rowa + 1) % 5) * 5 + cola]
														else:  # rectangle
																					ciphertext += table[rowa * 5 + cola]
																					ciphertext += table[rowa * 5 + cola]

							return ciphertext



def  _A(		lowerCAmelCase			,  lowerCAmelCase							):
							A__       :     Tuple								=			generate_table(lowerCAmelCase							)
							A__       :     Optional[Any]								=			""""""

							# https://en.wikipedia.org/wiki/Playfair_cipher#Description
							for chara, chara in chunker(lowerCAmelCase			,  2							):
														A__				,							A__       :     Optional[int]								=			divmod(table.index(lowerCAmelCase							)			,  5							)
														A__				,							A__       :     List[str]								=			divmod(table.index(lowerCAmelCase							)			,  5							)

														if rowa == rowa:
																					plaintext += table[rowa * 5 + (cola - 1) % 5]
																					plaintext += table[rowa * 5 + (cola - 1) % 5]
														elif cola == cola:
																					plaintext += table[((rowa - 1) % 5) * 5 + cola]
																					plaintext += table[((rowa - 1) % 5) * 5 + cola]
														else:  # rectangle
																					plaintext += table[rowa * 5 + cola]
																					plaintext += table[rowa * 5 + cola]

							return plaintext






"""simple docstring"""



import unittest

from transformers import load_tool

from .test_tools_common import ToolTesterMixin
class 						__UpperCAmelCase    (unittest.TestCase							,   __A     ):







			'''simple docstring'''





			def 		lowerCamelCase					(			self							):







										'''simple docstring'''


										A__       :     List[Any]								=			load_tool("""text-classification"""							)
										self.tool.setup()
										A__       :     Any								=			load_tool("""text-classification"""   ,      remote=snake_case_							)





			def 		lowerCamelCase					(			self							):







										'''simple docstring'''


										A__       :     int								=			self.tool("""That's quite cool"""   ,      ["""positive""", """negative"""]							)
										self.assertEqual(snake_case_   ,      """positive"""							)





			def 		lowerCamelCase					(			self							):







										'''simple docstring'''


										A__       :     Optional[Any]								=			self.remote_tool("""That's quite cool"""   ,      ["""positive""", """negative"""]							)
										self.assertEqual(snake_case_   ,      """positive"""							)





			def 		lowerCamelCase					(			self							):







										'''simple docstring'''


										A__       :     str								=			self.tool(text="""That's quite cool"""   ,      labels=["""positive""", """negative"""]							)
										self.assertEqual(snake_case_   ,      """positive"""							)





			def 		lowerCamelCase					(			self							):







										'''simple docstring'''


										A__       :     int								=			self.remote_tool(text="""That's quite cool"""   ,      labels=["""positive""", """negative"""]							)
										self.assertEqual(snake_case_   ,      """positive"""							)





