



'''simple docstring'''



import pickle
import shutil
import tempfile
import unittest

from transformers import SPIECE_UNDERLINE, XGLMTokenizer, XGLMTokenizerFast
from transformers.testing_utils import get_tests_dir, require_sentencepiece, require_tokenizers, slow
from transformers.utils import cached_property

from ...test_tokenization_common import TokenizerTesterMixin


lowerCAmelCase	:		List[str]				=   get_tests_dir('''fixtures/test_sentencepiece.model''')






@require_sentencepiece
@require_tokenizers
class 					UpperCAmelCase__	(		UpperCamelCase__							,       unittest.TestCase ):
					a      :     Dict        =							XGLMTokenizer
					a      :     str        =							XGLMTokenizerFast
					a      :     int        =							True
					a      :     Optional[Any]        =							True



					def        UpperCAmelCase_ (    self     )     ->			List[str]:
						super().setUp()

						# We have a SentencePiece fixture for testing
						__lowerCAmelCase												=  XGLMTokenizer(UpperCamelCase			,				keep_accents=UpperCamelCase     )
						tokenizer.save_pretrained(self.tmpdirname     )



					def        UpperCAmelCase_ (    self     )     ->			str:
						__lowerCAmelCase												=  "<pad>"
						__lowerCAmelCase												=  1

						self.assertEqual(self.get_tokenizer()._convert_token_to_id(UpperCamelCase     )			,				UpperCamelCase     )
						self.assertEqual(self.get_tokenizer()._convert_id_to_token(UpperCamelCase     )			,				UpperCamelCase     )



					def        UpperCAmelCase_ (    self     )     ->			Optional[Any]:
						__lowerCAmelCase												=  list(self.get_tokenizer().get_vocab().keys()     )

						self.assertEqual(vocab_keys[0]			,				"<s>"     )
						self.assertEqual(vocab_keys[1]			,				"<pad>"     )
						self.assertEqual(len(UpperCamelCase     )			,				1008     )



					def        UpperCAmelCase_ (    self     )     ->			Optional[int]:
						self.assertEqual(self.get_tokenizer().vocab_size			,				1008     )



					def        UpperCAmelCase_ (    self     )     ->			List[str]:
						__lowerCAmelCase												=  XGLMTokenizer(UpperCamelCase			,				keep_accents=UpperCamelCase     )

						__lowerCAmelCase												=  tokenizer.tokenize("This is a test"     )
						self.assertListEqual(UpperCamelCase			,				["▁This", "▁is", "▁a", "▁t", "est"]     )

						self.assertListEqual(
						    tokenizer.convert_tokens_to_ids(UpperCamelCase     )			,				[value + tokenizer.fairseq_offset for value in [285, 46, 10, 170, 382]]			,				)

						__lowerCAmelCase												=  tokenizer.tokenize("I was born in 92000, and this is falsé."     )
						self.assertListEqual(
						    UpperCamelCase			,				[
						        SPIECE_UNDERLINE + "I",
						        SPIECE_UNDERLINE + "was",
						        SPIECE_UNDERLINE + "b",
						        "or",
						        "n",
						        SPIECE_UNDERLINE + "in",
						        SPIECE_UNDERLINE + "",
						        "9",
						        "2",
						        "0",
						        "0",
						        "0",
						        ",",
						        SPIECE_UNDERLINE + "and",
						        SPIECE_UNDERLINE + "this",
						        SPIECE_UNDERLINE + "is",
						        SPIECE_UNDERLINE + "f",
						        "al",
						        "s",
						        "é",
						        ".",
						    ]			,				)
						__lowerCAmelCase												=  tokenizer.convert_tokens_to_ids(UpperCamelCase     )
						self.assertListEqual(
						    UpperCamelCase			,				[
						        value + tokenizer.fairseq_offset
						        for value in [8, 21, 84, 55, 24, 19, 7, 2, 602, 347, 347, 347, 3, 12, 66, 46, 72, 80, 6, 2, 4]
						    ]			,				)

						__lowerCAmelCase												=  tokenizer.convert_ids_to_tokens(UpperCamelCase     )
						self.assertListEqual(
						    UpperCamelCase			,				[
						        SPIECE_UNDERLINE + "I",
						        SPIECE_UNDERLINE + "was",
						        SPIECE_UNDERLINE + "b",
						        "or",
						        "n",
						        SPIECE_UNDERLINE + "in",
						        SPIECE_UNDERLINE + "",
						        "<unk>",
						        "2",
						        "0",
						        "0",
						        "0",
						        ",",
						        SPIECE_UNDERLINE + "and",
						        SPIECE_UNDERLINE + "this",
						        SPIECE_UNDERLINE + "is",
						        SPIECE_UNDERLINE + "f",
						        "al",
						        "s",
						        "<unk>",
						        ".",
						    ]			,				)



					@cached_property
					def        UpperCAmelCase_ (    self     )     ->			List[str]:
						return XGLMTokenizer.from_pretrained("facebook/xglm-564M"     )



					def        UpperCAmelCase_ (    self     )     ->			str:
						with tempfile.NamedTemporaryFile() as f:
							shutil.copyfile(UpperCamelCase			,				f.name     )
							__lowerCAmelCase												=  XGLMTokenizer(f.name			,				keep_accents=UpperCamelCase     )
							__lowerCAmelCase												=  pickle.dumps(UpperCamelCase     )
						pickle.loads(UpperCamelCase     )



					def        UpperCAmelCase_ (    self     )     ->			List[str]:
						if not self.test_rust_tokenizer:
							return

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

						__lowerCAmelCase												=  "I was born in 92000, and this is falsé."

						__lowerCAmelCase												=  tokenizer.tokenize(UpperCamelCase     )
						__lowerCAmelCase												=  rust_tokenizer.tokenize(UpperCamelCase     )
						self.assertListEqual(UpperCamelCase			,				UpperCamelCase     )

						__lowerCAmelCase												=  tokenizer.encode(UpperCamelCase			,				add_special_tokens=UpperCamelCase     )
						__lowerCAmelCase												=  rust_tokenizer.encode(UpperCamelCase			,				add_special_tokens=UpperCamelCase     )
						self.assertListEqual(UpperCamelCase			,				UpperCamelCase     )

						__lowerCAmelCase												=  self.get_rust_tokenizer()
						__lowerCAmelCase												=  tokenizer.encode(UpperCamelCase     )
						__lowerCAmelCase												=  rust_tokenizer.encode(UpperCamelCase     )
						self.assertListEqual(UpperCamelCase			,				UpperCamelCase     )



					@slow
					def        UpperCAmelCase_ (    self     )     ->			Optional[Any]:
						__lowerCAmelCase												=  "Hello World!"
						__lowerCAmelCase												=  [2, 3_1227, 4447, 35]

						self.assertListEqual(UpperCamelCase			,				self.big_tokenizer.encode(UpperCamelCase     )     )



					@slow
					def        UpperCAmelCase_ (    self     )     ->			Tuple:
						__lowerCAmelCase												=  (
						    "This is a very long text with a lot of weird characters, such as: . , ~ ? ( ) \" [ ] ! : - . Also we will"
						    " add words that should not exsist and be tokenized to unk, such as saoneuhaoesuth"
						)
						# fmt: off
						__lowerCAmelCase												=  [2, 1018, 67, 11, 1988, 2617, 5631, 278, 11, 3407, 48, 7_1630, 2_8085, 4, 3234, 157, 13, 6, 5, 6, 4, 3526, 768, 15, 659, 57, 298, 3983, 864, 129, 21, 6, 5, 1_3675, 377, 652, 7580, 1_0341, 155, 2817, 422, 1666, 7, 1674, 53, 113, 20_2277, 1_7892, 33, 60, 87, 4, 3234, 157, 61, 2667, 5_2376, 19, 88, 23, 735]
						# fmt: on

						self.assertListEqual(UpperCamelCase			,				self.big_tokenizer.encode(UpperCamelCase     )     )



					@slow
					def        UpperCAmelCase_ (    self     )     ->			Union[str, Any]:
						# fmt: off
						__lowerCAmelCase												=  {
						    "input_ids": [[2, 10_8825, 1163, 15, 8_8010, 473, 1_5898, 157, 1_3672, 1857, 312, 8, 23_8021, 1163, 53, 1_3672, 1857, 312, 8, 5_3283, 18_2396, 8, 1_8566, 16, 3_6733, 4101, 8, 230, 24_4017, 12_2553, 7, 15, 13_2597, 4, 293, 1_2511, 7610, 4, 3414, 13_2597, 9, 4, 3_2361, 362, 4, 734, 2_8512, 3_2569, 18, 4, 3_2361, 2_6096, 1_4982, 73, 1_8715, 2_1433, 23_5261, 15, 492, 1_2427, 16, 53, 1_8715, 2_1433, 6_5454, 15, 2_3659, 563, 16, 278, 597, 2843, 595, 7931, 18_2396, 6_4186, 22, 886, 595, 13_2981, 53, 2_5540, 3449, 4_3982, 3_9901, 5951, 878, 330, 4, 2_7694, 8_0269, 312, 53, 6517, 1_1780, 611, 2_0408, 5], [2, 6, 13_2597, 67, 4_2897, 33, 592, 8, 16_3729, 2_5540, 361, 13_6997, 10_9514, 17_3230, 7, 501, 60, 10_2913, 196, 5631, 235, 6_3243, 473, 6, 23_1757, 74, 5277, 7905, 53, 3095, 3_7317, 22, 454, 18_3874, 5], [2, 268, 3_1298, 4_6530, 6, 13_2935, 4_3831, 7, 597, 32, 24, 3688, 9865, 5]],
						    "attention_mask": [[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1], [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1], [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]]
						}  # noqa: E501
						# fmt: on

						self.tokenizer_integration_test_util(
						    expected_encoding=UpperCamelCase			,				model_name="facebook/xglm-564M"			,				padding=UpperCamelCase			,				)




'''simple docstring'''



from argparse import ArgumentParser

from . import BaseTransformersCLICommand



def   __lowerCAmelCase					(							lowerCamelCase   :						List[str]					):






	'''simple docstring'''




	return DownloadCommand(args.model				,		args.cache_dir				,		args.force				,		args.trust_remote_code					)






class 					UpperCAmelCase__	(		UpperCamelCase__ ):



					@staticmethod
					def        UpperCAmelCase_ (    UpperCamelCase     )     ->			Tuple:
						__lowerCAmelCase												=  parser.add_parser("download"     )
						download_parser.add_argument(
						    "--cache-dir"			,				type=UpperCamelCase			,				default=UpperCamelCase			,				help="Path to location to store the models"     )
						download_parser.add_argument(
						    "--force"			,				action="store_true"			,				help="Force the model to be download even if already in cache-dir"     )
						download_parser.add_argument(
						    "--trust-remote-code"			,				action="store_true"			,				help="Whether or not to allow for custom models defined on the Hub in their own modeling files. Use only if you've reviewed the code as it will execute on your local machine"			,				)
						download_parser.add_argument("model"			,				type=UpperCamelCase			,				help="Name of the model to download"     )
						download_parser.set_defaults(func=UpperCamelCase     )



					def __init__(    self			,				UpperCamelCase			,				UpperCamelCase			,				UpperCamelCase			,				UpperCamelCase     )     ->			List[str]:
						__lowerCAmelCase												=  model
						__lowerCAmelCase												=  cache
						__lowerCAmelCase												=  force
						__lowerCAmelCase												=  trust_remote_code



					def        UpperCAmelCase_ (    self     )     ->			Any:
						from ..models.auto import AutoModel, AutoTokenizer

						AutoModel.from_pretrained(
						    self._model			,				cache_dir=self._cache			,				force_download=self._force			,				trust_remote_code=self._trust_remote_code     )
						AutoTokenizer.from_pretrained(
						    self._model			,				cache_dir=self._cache			,				force_download=self._force			,				trust_remote_code=self._trust_remote_code     )