
"""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


_A			:       List[Any]   		=       get_tests_dir("""fixtures/test_sentencepiece.model""")

@require_sentencepiece
@require_tokenizers
class 		a__						(      a_,			unittest.TestCase						):
   __lowerCAmelCase            =				XGLMTokenizer
   __lowerCAmelCase            =				XGLMTokenizerFast
   __lowerCAmelCase            =				True
   __lowerCAmelCase            =				True
   def 			__magic_name__			(			self				):
          super().setUp()

          # We have a SentencePiece fixture for testing
          lowercase    :				Tuple       		=							XGLMTokenizer(_a	,    keep_accents=_a				)
          tokenizer.save_pretrained(self.tmpdirname				)
   def 			__magic_name__			(			self				):
          lowercase    :				List[Any]       		=							"<pad>"
          lowercase    :				Optional[Any]       		=							1

          self.assertEqual(self.get_tokenizer()._convert_token_to_id(_a				)	,    _a				)
          self.assertEqual(self.get_tokenizer()._convert_id_to_token(_a				)	,    _a				)
   def 			__magic_name__			(			self				):
          lowercase    :				str       		=							list(self.get_tokenizer().get_vocab().keys()				)

          self.assertEqual(vocab_keys[0]	,    "<s>"				)
          self.assertEqual(vocab_keys[1]	,    "<pad>"				)
          self.assertEqual(len(_a				)	,    1_008				)
   def 			__magic_name__			(			self				):
          self.assertEqual(self.get_tokenizer().vocab_size	,    1_008				)
   def 			__magic_name__			(			self				):
          lowercase    :				Optional[int]       		=							XGLMTokenizer(_a	,    keep_accents=_a				)

          lowercase    :				Optional[int]       		=							tokenizer.tokenize("This is a test"				)
          self.assertListEqual(_a	,    ["▁This", "▁is", "▁a", "▁t", "est"]				)

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

          lowercase    :				Optional[Any]       		=							tokenizer.tokenize("I was born in 92000, and this is falsé."				)
          self.assertListEqual(
              _a	,    [
                  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",
                  ".",
              ]	,    )
          lowercase    :				Any       		=							tokenizer.convert_tokens_to_ids(_a				)
          self.assertListEqual(
              _a	,    [
                  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]
              ]	,    )

          lowercase    :				int       		=							tokenizer.convert_ids_to_tokens(_a				)
          self.assertListEqual(
              _a	,    [
                  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 			__magic_name__			(			self				):
          return XGLMTokenizer.from_pretrained("facebook/xglm-564M"				)
   def 			__magic_name__			(			self				):
          with tempfile.NamedTemporaryFile() as f:
                 shutil.copyfile(_a	,    f.name				)
                 lowercase    :				Tuple       		=							XGLMTokenizer(f.name	,    keep_accents=_a				)
                 lowercase    :				Union[str, Any]       		=							pickle.dumps(_a				)
          pickle.loads(_a				)
   def 			__magic_name__			(			self				):
          if not self.test_rust_tokenizer:
                 return

          lowercase    :				int       		=							self.get_tokenizer()
          lowercase    :				Any       		=							self.get_rust_tokenizer()

          lowercase    :				Optional[Any]       		=							"I was born in 92000, and this is falsé."

          lowercase    :				str       		=							tokenizer.tokenize(_a				)
          lowercase    :				str       		=							rust_tokenizer.tokenize(_a				)
          self.assertListEqual(_a	,    _a				)

          lowercase    :				Tuple       		=							tokenizer.encode(_a	,    add_special_tokens=_a				)
          lowercase    :				Union[str, Any]       		=							rust_tokenizer.encode(_a	,    add_special_tokens=_a				)
          self.assertListEqual(_a	,    _a				)

          lowercase    :				Tuple       		=							self.get_rust_tokenizer()
          lowercase    :				List[Any]       		=							tokenizer.encode(_a				)
          lowercase    :				Dict       		=							rust_tokenizer.encode(_a				)
          self.assertListEqual(_a	,    _a				)
   @slow
   def 			__magic_name__			(			self				):
          lowercase    :				Any       		=							"Hello World!"
          lowercase    :				List[str]       		=							[2, 31_227, 4_447, 35]

          self.assertListEqual(_a	,    self.big_tokenizer.encode(_a				)				)
   @slow
   def 			__magic_name__			(			self				):
          lowercase    :				Optional[Any]       		=							(
              "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
          lowercase    :				Optional[int]       		=							[2, 1_018, 67, 11, 1_988, 2_617, 5_631, 278, 11, 3_407, 48, 71_630, 28_085, 4, 3_234, 157, 13, 6, 5, 6, 4, 3_526, 768, 15, 659, 57, 298, 3_983, 864, 129, 21, 6, 5, 13_675, 377, 652, 7_580, 10_341, 155, 2_817, 422, 1_666, 7, 1_674, 53, 113, 202_277, 17_892, 33, 60, 87, 4, 3_234, 157, 61, 2_667, 52_376, 19, 88, 23, 735]
          # fmt: on

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

   @slow
   def 			__magic_name__			(			self				):
          # fmt: off
          lowercase    :				str       		=							{
              "input_ids": [[2, 108_825, 1_163, 15, 88_010, 473, 15_898, 157, 13_672, 1_857, 312, 8, 238_021, 1_163, 53, 13_672, 1_857, 312, 8, 53_283, 182_396, 8, 18_566, 16, 36_733, 4_101, 8, 230, 244_017, 122_553, 7, 15, 132_597, 4, 293, 12_511, 7_610, 4, 3_414, 132_597, 9, 4, 32_361, 362, 4, 734, 28_512, 32_569, 18, 4, 32_361, 26_096, 14_982, 73, 18_715, 21_433, 235_261, 15, 492, 12_427, 16, 53, 18_715, 21_433, 65_454, 15, 23_659, 563, 16, 278, 597, 2_843, 595, 7_931, 182_396, 64_186, 22, 886, 595, 132_981, 53, 25_540, 3_449, 43_982, 39_901, 5_951, 878, 330, 4, 27_694, 80_269, 312, 53, 6_517, 11_780, 611, 20_408, 5], [2, 6, 132_597, 67, 42_897, 33, 592, 8, 163_729, 25_540, 361, 136_997, 109_514, 173_230, 7, 501, 60, 102_913, 196, 5_631, 235, 63_243, 473, 6, 231_757, 74, 5_277, 7_905, 53, 3_095, 37_317, 22, 454, 183_874, 5], [2, 268, 31_298, 46_530, 6, 132_935, 43_831, 7, 597, 32, 24, 3_688, 9_865, 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=_a	,    model_name="facebook/xglm-564M"	,    padding=_a	,    )




"""simple docstring"""




import os
import unittest

from transformers.models.cpmant.tokenization_cpmant import VOCAB_FILES_NAMES, CpmAntTokenizer
from transformers.testing_utils import require_jieba, tooslow

from ...test_tokenization_common import TokenizerTesterMixin

@require_jieba
class 		a__						(      a_,			unittest.TestCase						):
   __lowerCAmelCase            =				CpmAntTokenizer
   __lowerCAmelCase            =				False
   def 			__magic_name__			(			self				):
          super().setUp()

          lowercase    :				List[str]       		=							[
              "<d>",
              "</d>",
              "<s>",
              "</s>",
              "</_>",
              "<unk>",
              "<pad>",
              "</n>",
              "我",
              "是",
              "C",
              "P",
              "M",
              "A",
              "n",
              "t",
          ]
          lowercase    :				Dict       		=							os.path.join(self.tmpdirname	,    VOCAB_FILES_NAMES["vocab_file"]				)
          with open(self.vocab_file	,    "w"	,    encoding="utf-8"				) as vocab_writer:
                 vocab_writer.write("".join([x + "\n" for x in vocab_tokens]				)				)

   @tooslow
   def 			__magic_name__			(			self				):
          lowercase    :				Tuple       		=							CpmAntTokenizer.from_pretrained("openbmb/cpm-ant-10b"				)
          lowercase    :				str       		=							"今天天气真好！"
          lowercase    :				Optional[int]       		=							["今天", "天气", "真", "好", "！"]
          lowercase    :				int       		=							tokenizer.tokenize(_a				)
          self.assertListEqual(_a	,    _a				)
          lowercase    :				Any       		=							"今天天气真好！"
          lowercase    :				int       		=							[tokenizer.bos_token] + tokens

          lowercase    :				List[str]       		=							[6, 9_802, 14_962, 2_082, 831, 244]
          self.assertListEqual(tokenizer.convert_tokens_to_ids(_a				)	,    _a				)

          lowercase    :				str       		=							tokenizer.decode(_a				)
          self.assertEqual(_a	,    _a				)


