

import json
import os
import re
import unittest

from transformers import CodeGenTokenizer, CodeGenTokenizerFast
from transformers.models.codegen.tokenization_codegen import VOCAB_FILES_NAMES
from transformers.testing_utils import require_tokenizers, slow

from ...test_tokenization_common import TokenizerTesterMixin

@require_tokenizers
class       a		(   __UpperCAmelCase      ,	unittest.TestCase					):
							lowercase_		:						List[str]   							=  CodeGenTokenizer
							lowercase_		:						Optional[int]   							=  CodeGenTokenizerFast
							lowercase_		:						Dict   							=  True
							lowercase_		:						Any   							=  {'add_prefix_space': True}
							lowercase_		:						Union[str, Any]   							=  False







							def       UpperCAmelCase__					(						self  :  Optional[int] ):
								"""simple docstring"""







								super().setUp()

								# Adapted from Sennrich et al. 2015 and https://github.com/rsennrich/subword-nmt
								__lowerCAmelCase         =							[
								    "l",
								    "o",
								    "w",
								    "e",
								    "r",
								    "s",
								    "t",
								    "i",
								    "d",
								    "n",
								    "\u0120",
								    "\u0120l",
								    "\u0120n",
								    "\u0120lo",
								    "\u0120low",
								    "er",
								    "\u0120lowest",
								    "\u0120newer",
								    "\u0120wider",
								    "<unk>",
								    "<|endoftext|>",
								]
								__lowerCAmelCase         =							dict(zip(snake_case__      ,				range(len(snake_case__ ) ) ) )
								__lowerCAmelCase         =							["#version: 0.2", "\u0120 l", "\u0120l o", "\u0120lo w", "e r", ""]
								__lowerCAmelCase         =							{"unk_token": "<unk>"}

								__lowerCAmelCase         =							os.path.join(self.tmpdirname      ,				VOCAB_FILES_NAMES["vocab_file"] )
								__lowerCAmelCase         =							os.path.join(self.tmpdirname      ,				VOCAB_FILES_NAMES["merges_file"] )
								with open(self.vocab_file      ,				"w"      ,				encoding="utf-8" ) as fp:
									fp.write(json.dumps(snake_case__ ) + "\n" )
								with open(self.merges_file      ,				"w"      ,				encoding="utf-8" ) as fp:
									fp.write("\n".join(snake_case__ ) )







							def       UpperCAmelCase__					(						self  :  List[Any]      ,				**snake_case__  :  List[Any] ):
								"""simple docstring"""







								kwargs.update(self.special_tokens_map )
								return CodeGenTokenizer.from_pretrained(self.tmpdirname      ,				**snake_case__ )







							def       UpperCAmelCase__					(						self  :  List[str]      ,				**snake_case__  :  Dict ):
								"""simple docstring"""







								kwargs.update(self.special_tokens_map )
								return CodeGenTokenizerFast.from_pretrained(self.tmpdirname      ,				**snake_case__ )







							def       UpperCAmelCase__					(						self  :  Union[str, Any]      ,				snake_case__  :  Any ):
								"""simple docstring"""







								__lowerCAmelCase         =							"lower newer"
								__lowerCAmelCase         =							"lower newer"
								return input_text, output_text







							def       UpperCAmelCase__					(						self  :  str ):
								"""simple docstring"""







								__lowerCAmelCase         =							CodeGenTokenizer(self.vocab_file      ,				self.merges_file      ,				**self.special_tokens_map )
								__lowerCAmelCase         =							"lower newer"
								__lowerCAmelCase         =							["\u0120low", "er", "\u0120", "n", "e", "w", "er"]
								__lowerCAmelCase         =							tokenizer.tokenize(snake_case__      ,				add_prefix_space=snake_case__ )
								self.assertListEqual(snake_case__      ,				snake_case__ )

								__lowerCAmelCase         =							tokens + [tokenizer.unk_token]
								__lowerCAmelCase         =							[14, 15, 10, 9, 3, 2, 15, 19]
								self.assertListEqual(tokenizer.convert_tokens_to_ids(snake_case__ )      ,				snake_case__ )







							def       UpperCAmelCase__					(						self  :  Dict ):
								"""simple docstring"""







								if not self.test_rust_tokenizer:
									return

								__lowerCAmelCase         =							self.get_tokenizer()
								__lowerCAmelCase         =							self.get_rust_tokenizer(add_prefix_space=snake_case__ )

								__lowerCAmelCase         =							"lower newer"

								# Testing tokenization
								__lowerCAmelCase         =							tokenizer.tokenize(snake_case__      ,				add_prefix_space=snake_case__ )
								__lowerCAmelCase         =							rust_tokenizer.tokenize(snake_case__ )
								self.assertListEqual(snake_case__      ,				snake_case__ )

								# Testing conversion to ids without special tokens
								__lowerCAmelCase         =							tokenizer.encode(snake_case__      ,				add_special_tokens=snake_case__      ,				add_prefix_space=snake_case__ )
								__lowerCAmelCase         =							rust_tokenizer.encode(snake_case__      ,				add_special_tokens=snake_case__ )
								self.assertListEqual(snake_case__      ,				snake_case__ )

								# Testing conversion to ids with special tokens
								__lowerCAmelCase         =							self.get_rust_tokenizer(add_prefix_space=snake_case__ )
								__lowerCAmelCase         =							tokenizer.encode(snake_case__      ,				add_prefix_space=snake_case__ )
								__lowerCAmelCase         =							rust_tokenizer.encode(snake_case__ )
								self.assertListEqual(snake_case__      ,				snake_case__ )

								# Testing the unknown token
								__lowerCAmelCase         =							tokens + [rust_tokenizer.unk_token]
								__lowerCAmelCase         =							[14, 15, 10, 9, 3, 2, 15, 19]
								self.assertListEqual(rust_tokenizer.convert_tokens_to_ids(snake_case__ )      ,				snake_case__ )







							def       UpperCAmelCase__					(						self  :  Any      ,				*snake_case__  :  List[str]      ,				**snake_case__  :  Optional[int] ):
								"""simple docstring"""







								pass







							def       UpperCAmelCase__					(						self  :  Optional[int]      ,				snake_case__  :  List[str]=15 ):
								"""simple docstring"""







								for tokenizer, pretrained_name, kwargs in self.tokenizers_list:
									with self.subTest(F"{tokenizer.__class__.__name__} ({pretrained_name})" ):
										__lowerCAmelCase         =							self.rust_tokenizer_class.from_pretrained(snake_case__      ,				**snake_case__ )

										# Simple input
										__lowerCAmelCase         =							"This is a simple input"
										__lowerCAmelCase         =							["This is a simple input 1", "This is a simple input 2"]
										__lowerCAmelCase         =							("This is a simple input", "This is a pair")
										__lowerCAmelCase         =							[
										    ("This is a simple input 1", "This is a simple input 2"),
										    ("This is a simple pair 1", "This is a simple pair 2"),
										]

										# Simple input tests
										self.assertRaises(snake_case__      ,				tokenizer_r.encode      ,				snake_case__      ,				max_length=snake_case__      ,				padding="max_length" )

										# Simple input
										self.assertRaises(snake_case__      ,				tokenizer_r.encode_plus      ,				snake_case__      ,				max_length=snake_case__      ,				padding="max_length" )

										# Simple input
										self.assertRaises(
										    snake_case__      ,				tokenizer_r.batch_encode_plus      ,				snake_case__      ,				max_length=snake_case__      ,				padding="max_length"      ,				)

										# Pair input
										self.assertRaises(snake_case__      ,				tokenizer_r.encode      ,				snake_case__      ,				max_length=snake_case__      ,				padding="max_length" )

										# Pair input
										self.assertRaises(snake_case__      ,				tokenizer_r.encode_plus      ,				snake_case__      ,				max_length=snake_case__      ,				padding="max_length" )

										# Pair input
										self.assertRaises(
										    snake_case__      ,				tokenizer_r.batch_encode_plus      ,				snake_case__      ,				max_length=snake_case__      ,				padding="max_length"      ,				)







							def       UpperCAmelCase__					(						self  :  Union[str, Any] ):
								"""simple docstring"""







								__lowerCAmelCase         =							CodeGenTokenizer.from_pretrained(self.tmpdirname      ,				pad_token="<pad>" )

								# Simple input
								__lowerCAmelCase         =							"This is a simple input"
								__lowerCAmelCase         =							["This is a simple input looooooooong", "This is a simple input"]
								__lowerCAmelCase         =							("This is a simple input", "This is a pair")
								__lowerCAmelCase         =							[
								    ("This is a simple input loooooong", "This is a simple input"),
								    ("This is a simple pair loooooong", "This is a simple pair"),
								]

								__lowerCAmelCase         =							tokenizer.pad_token_id

								__lowerCAmelCase         =							tokenizer(snake_case__      ,				padding="max_length"      ,				max_length=30      ,				return_tensors="np" )
								__lowerCAmelCase         =							tokenizer(snake_case__      ,				padding=snake_case__      ,				truncate=snake_case__      ,				return_tensors="np" )
								__lowerCAmelCase         =							tokenizer(*snake_case__      ,				padding="max_length"      ,				max_length=60      ,				return_tensors="np" )
								__lowerCAmelCase         =							tokenizer(snake_case__      ,				padding=snake_case__      ,				truncate=snake_case__      ,				return_tensors="np" )

								# s
								# test single string max_length padding
								self.assertEqual(out_s["input_ids"].shape[-1]      ,				30 )
								self.assertTrue(pad_token_id in out_s["input_ids"] )
								self.assertTrue(0 in out_s["attention_mask"] )

								# s2
								# test automatic padding
								self.assertEqual(out_sa["input_ids"].shape[-1]      ,				33 )
								# long slice doesn't have padding
								self.assertFalse(pad_token_id in out_sa["input_ids"][0] )
								self.assertFalse(0 in out_sa["attention_mask"][0] )
								# short slice does have padding
								self.assertTrue(pad_token_id in out_sa["input_ids"][1] )
								self.assertTrue(0 in out_sa["attention_mask"][1] )

								# p
								# test single pair max_length padding
								self.assertEqual(out_p["input_ids"].shape[-1]      ,				60 )
								self.assertTrue(pad_token_id in out_p["input_ids"] )
								self.assertTrue(0 in out_p["attention_mask"] )

								# p2
								# test automatic padding pair
								self.assertEqual(out_pa["input_ids"].shape[-1]      ,				52 )
								# long slice pair doesn't have padding
								self.assertFalse(pad_token_id in out_pa["input_ids"][0] )
								self.assertFalse(0 in out_pa["attention_mask"][0] )
								# short slice pair does have padding
								self.assertTrue(pad_token_id in out_pa["input_ids"][1] )
								self.assertTrue(0 in out_pa["attention_mask"][1] )







							def       UpperCAmelCase__					(						self  :  Tuple ):
								"""simple docstring"""







								__lowerCAmelCase         =							"$$$"
								__lowerCAmelCase         =							CodeGenTokenizer.from_pretrained(self.tmpdirname      ,				bos_token=snake_case__      ,				add_bos_token=snake_case__ )

								__lowerCAmelCase         =							"This is a simple input"
								__lowerCAmelCase         =							["This is a simple input 1", "This is a simple input 2"]

								__lowerCAmelCase         =							tokenizer.bos_token_id

								__lowerCAmelCase         =							tokenizer(snake_case__ )
								__lowerCAmelCase         =							tokenizer(snake_case__ )

								self.assertEqual(out_s.input_ids[0]      ,				snake_case__ )
								self.assertTrue(all(o[0] == bos_token_id for o in out_sa.input_ids ) )

								__lowerCAmelCase         =							tokenizer.decode(out_s.input_ids )
								__lowerCAmelCase         =							tokenizer.batch_decode(out_sa.input_ids )

								self.assertEqual(decode_s.split()[0]      ,				snake_case__ )
								self.assertTrue(all(d.split()[0] == bos_token for d in decode_sa ) )







							@slow
							def       UpperCAmelCase__					(						self  :  Optional[Any] ):
								"""simple docstring"""







								__lowerCAmelCase         =							CodeGenTokenizer.from_pretrained("Salesforce/codegen-350M-mono" )

								__lowerCAmelCase         =							"\nif len_a > len_b:\n    result = a\nelse:\n    result = b\n\n\n\n#"
								__lowerCAmelCase         =							"\nif len_a > len_b:      result = a\nelse:      result = b"

								__lowerCAmelCase         =							tokenizer.encode(snake_case__ )
								__lowerCAmelCase         =							["^#", re.escape("<|endoftext|>" ), "^'''", "^\"\"\"", "\n\n\n"]
								__lowerCAmelCase         =							tokenizer.decode(snake_case__      ,				truncate_before_pattern=snake_case__ )
								self.assertEqual(snake_case__      ,				snake_case__ )







							def       UpperCAmelCase__					(						self  :  Any ):
								"""simple docstring"""







								pass








import math
import sys






def 		_UpperCAmelCase   (	UpperCamelCase:     str  ):






	"""simple docstring"""


	__lowerCAmelCase         =							""
	try:
		with open(UpperCamelCase			,							"rb"  ) as binary_file:
			__lowerCAmelCase         =							binary_file.read()
		for dat in data:
			__lowerCAmelCase         =							F"{dat:08b}"
			result += curr_byte
		return result
	except OSError:
		print("File not accessible"  )
		sys.exit()






def 		_UpperCAmelCase   (	UpperCamelCase:     str  ):






	"""simple docstring"""


	__lowerCAmelCase         =							{"0": "0", "1": "1"}
	__lowerCAmelCase   ,						__lowerCAmelCase         =							"", ""
	__lowerCAmelCase         =							len(UpperCamelCase  )

	for i in range(len(UpperCamelCase  )  ):
		curr_string += data_bits[i]
		if curr_string not in lexicon:
			continue

		__lowerCAmelCase         =							lexicon[curr_string]
		result += last_match_id
		__lowerCAmelCase         =							last_match_id + "0"

		if math.loga(UpperCamelCase  ).is_integer():
			__lowerCAmelCase         =							{}
			for curr_key in list(UpperCamelCase  ):
				__lowerCAmelCase         =							lexicon.pop(UpperCamelCase  )
			__lowerCAmelCase         =							new_lex

		__lowerCAmelCase         =							last_match_id + "1"
		index += 1
		__lowerCAmelCase         =							""
	return result






def 		_UpperCAmelCase   (	UpperCamelCase:     str			,							UpperCamelCase:     str  ):






	"""simple docstring"""


	__lowerCAmelCase         =							8
	try:
		with open(UpperCamelCase			,							"wb"  ) as opened_file:
			__lowerCAmelCase         =							[
			    to_write[i : i + byte_length]
			    for i in range(0			,							len(UpperCamelCase  )			,							UpperCamelCase  )
			]

			if len(result_byte_array[-1]  ) % byte_length == 0:
				result_byte_array.append("10000000"  )
			else:
				result_byte_array[-1] += "1" + "0" * (
				    byte_length - len(result_byte_array[-1]  ) - 1
				)

			for elem in result_byte_array[:-1]:
				opened_file.write(int(UpperCamelCase			,							2  ).to_bytes(1			,							byteorder="big"  )  )
	except OSError:
		print("File not accessible"  )
		sys.exit()






def 		_UpperCAmelCase   (	UpperCamelCase:     str  ):






	"""simple docstring"""


	__lowerCAmelCase         =							0
	for letter in data_bits:
		if letter == "1":
			break
		counter += 1

	__lowerCAmelCase         =							data_bits[counter:]
	__lowerCAmelCase         =							data_bits[counter + 1 :]
	return data_bits






def 		_UpperCAmelCase   (	UpperCamelCase:     str			,							UpperCamelCase:     str  ):






	"""simple docstring"""


	__lowerCAmelCase         =							read_file_binary(UpperCamelCase  )
	__lowerCAmelCase         =							remove_prefix(UpperCamelCase  )
	__lowerCAmelCase         =							decompress_data(UpperCamelCase  )
	write_file_binary(UpperCamelCase			,							UpperCamelCase  )


if __name__ == "__main__":
					compress(sys.argv[1], sys.argv[2])






