
"""simple docstring"""

import shutil
import tempfile
import unittest

from transformers import ClapFeatureExtractor, ClapProcessor, RobertaTokenizer, RobertaTokenizerFast
from transformers.testing_utils import require_sentencepiece, require_torchaudio

from .test_feature_extraction_clap import floats_list
@require_torchaudio
@require_sentencepiece
class      _UpperCAmelCase							(		unittest.TestCase							):




      def     a_      (							self							)						->					List[Any]:
          UpperCAmelCase									=					'laion/clap-htsat-unfused'
          UpperCAmelCase									=					tempfile.mkdtemp()




      def     a_      (							self   ,       **lowercase_							)						->					List[Any]:
          return RobertaTokenizer.from_pretrained(self.checkpoint   ,       **lowercase_							)




      def     a_      (							self   ,       **lowercase_							)						->					Optional[int]:
          return ClapFeatureExtractor.from_pretrained(self.checkpoint   ,       **lowercase_							)




      def     a_      (							self							)						->					Optional[int]:
          shutil.rmtree(self.tmpdirname							)




      def     a_      (							self							)						->					str:
          UpperCAmelCase									=					self.get_tokenizer()
          UpperCAmelCase									=					self.get_feature_extractor()

          UpperCAmelCase									=					ClapProcessor(tokenizer=lowercase_   ,       feature_extractor=lowercase_							)

          processor.save_pretrained(self.tmpdirname							)
          UpperCAmelCase									=					ClapProcessor.from_pretrained(self.tmpdirname							)

          self.assertEqual(processor.tokenizer.get_vocab()   ,       tokenizer.get_vocab()							)
          self.assertIsInstance(processor.tokenizer   ,       lowercase_							)

          self.assertEqual(processor.feature_extractor.to_json_string()   ,       feature_extractor.to_json_string()							)
          self.assertIsInstance(processor.feature_extractor   ,       lowercase_							)




      def     a_      (							self							)						->					int:
          UpperCAmelCase									=					ClapProcessor(tokenizer=self.get_tokenizer()   ,       feature_extractor=self.get_feature_extractor()							)
          processor.save_pretrained(self.tmpdirname							)

          UpperCAmelCase									=					self.get_tokenizer(bos_token='(BOS)'   ,       eos_token='(EOS)'							)
          UpperCAmelCase									=					self.get_feature_extractor(do_normalize=lowercase_   ,       padding_value=1.0							)

          UpperCAmelCase									=					ClapProcessor.from_pretrained(
              self.tmpdirname   ,       bos_token='(BOS)'   ,       eos_token='(EOS)'   ,       do_normalize=lowercase_   ,       padding_value=1.0							)

          self.assertEqual(processor.tokenizer.get_vocab()   ,       tokenizer_add_kwargs.get_vocab()							)
          self.assertIsInstance(processor.tokenizer   ,       lowercase_							)

          self.assertEqual(processor.feature_extractor.to_json_string()   ,       feature_extractor_add_kwargs.to_json_string()							)
          self.assertIsInstance(processor.feature_extractor   ,       lowercase_							)




      def     a_      (							self							)						->					int:
          UpperCAmelCase									=					self.get_feature_extractor()
          UpperCAmelCase									=					self.get_tokenizer()

          UpperCAmelCase									=					ClapProcessor(tokenizer=lowercase_   ,       feature_extractor=lowercase_							)

          UpperCAmelCase									=					floats_list((3, 1_0_0_0)							)

          UpperCAmelCase									=					feature_extractor(lowercase_   ,       return_tensors='np'							)
          UpperCAmelCase									=					processor(audios=lowercase_   ,       return_tensors='np'							)

          for key in input_feat_extract.keys():
              self.assertAlmostEqual(input_feat_extract[key].sum()   ,       input_processor[key].sum()   ,       delta=1E-2							)




      def     a_      (							self							)						->					Any:
          UpperCAmelCase									=					self.get_feature_extractor()
          UpperCAmelCase									=					self.get_tokenizer()

          UpperCAmelCase									=					ClapProcessor(tokenizer=lowercase_   ,       feature_extractor=lowercase_							)

          UpperCAmelCase									=					'This is a test string'

          UpperCAmelCase									=					processor(text=lowercase_							)

          UpperCAmelCase									=					tokenizer(lowercase_							)

          for key in encoded_tok.keys():
              self.assertListEqual(encoded_tok[key]   ,       encoded_processor[key]							)




      def     a_      (							self							)						->					List[str]:
          UpperCAmelCase									=					self.get_feature_extractor()
          UpperCAmelCase									=					self.get_tokenizer()

          UpperCAmelCase									=					ClapProcessor(tokenizer=lowercase_   ,       feature_extractor=lowercase_							)

          UpperCAmelCase									=					[[1, 4, 5, 8, 1, 0, 8], [3, 4, 3, 1, 1, 8, 9]]

          UpperCAmelCase									=					processor.batch_decode(lowercase_							)
          UpperCAmelCase									=					tokenizer.batch_decode(lowercase_							)

          self.assertListEqual(lowercase_   ,       lowercase_							)




      def     a_      (							self							)						->					Dict:
          UpperCAmelCase									=					self.get_feature_extractor()
          UpperCAmelCase									=					self.get_tokenizer()

          UpperCAmelCase									=					ClapProcessor(tokenizer=lowercase_   ,       feature_extractor=lowercase_							)

          self.assertListEqual(
              processor.model_input_names[2:]   ,       feature_extractor.model_input_names   ,       msg='`processor` and `feature_extractor` model input names do not match'   ,       )





"""simple docstring"""

import os
from typing import Optional

import fsspec
from fsspec.archive import AbstractArchiveFileSystem
from fsspec.utils import DEFAULT_BLOCK_SIZE
class      _UpperCAmelCase							(		SCREAMING_SNAKE_CASE_							):
      __SCREAMING_SNAKE_CASE   :							str							      =	""
      __SCREAMING_SNAKE_CASE   :							str							      =	(
          None  # protocol passed in prefix to the url. ex: "gzip", for gzip://file.txt::http://foo.bar/file.txt.gz
      )
      __SCREAMING_SNAKE_CASE   :							str							      =	None  # compression type in fsspec. ex: "gzip"
      __SCREAMING_SNAKE_CASE   :							str							      =	None  # extension of the filename to strip. ex: "".gz" to get file.txt from file.txt.gz




      def __init__(							self   ,       lowercase_ = ""   ,       lowercase_ = None   ,       lowercase_ = None   ,       **lowercase_							)						->					str:
          super().__init__(self   ,       **lowercase_							)
          # always open as "rb" since fsspec can then use the TextIOWrapper to make it work for "r" mode
          UpperCAmelCase									=					fsspec.open(
              lowercase_   ,       mode='rb'   ,       protocol=lowercase_   ,       compression=self.compression   ,       client_kwargs={
                  'requote_redirect_url': False,  # see https://github.com/huggingface/datasets/pull/5459
                  'trust_env': True,  # Enable reading proxy env variables.
                  **(target_options or {}).pop('client_kwargs'   ,       {}							),  # To avoid issues if it was already passed.
              }   ,       **(target_options or {})   ,       )
          UpperCAmelCase									=					os.path.basename(self.file.path.split('::'							)[0]							)
          UpperCAmelCase									=					(
              self.compressed_name[: self.compressed_name.rindex('.'							)]
              if '.' in self.compressed_name
              else self.compressed_name
          )
          UpperCAmelCase									=					None




      @classmethod
      def     a_      (							cls   ,       lowercase_							)						->					Union[str, Any]:
          # compressed file paths are always relative to the archive root
          return super()._strip_protocol(lowercase_							).lstrip('/'							)




      def     a_      (							self							)						->					int:
          if self.dir_cache is None:
              UpperCAmelCase									=					{**self.file.fs.info(self.file.path							), 'name': self.uncompressed_name}
              UpperCAmelCase									=					{f['name']: f}




      def     a_      (							self   ,       lowercase_							)						->					Any:
          return self.file.open().read()




      def     a_      (							self   ,       lowercase_   ,       lowercase_ = "rb"   ,       lowercase_=None   ,       lowercase_=True   ,       lowercase_=None   ,       **lowercase_   ,       )						->					Optional[Any]:
          UpperCAmelCase									=					self._strip_protocol(lowercase_							)
          if mode != "rb":
              raise ValueError(F"Tried to read with mode {mode} on file {self.file.path} opened with mode 'rb'"							)
          return self.file.open()

class      _UpperCAmelCase							(		SCREAMING_SNAKE_CASE_							):
      __SCREAMING_SNAKE_CASE   :							List[Any]							      =	"bz2"
      __SCREAMING_SNAKE_CASE   :							Union[str, Any]							      =	"bz2"
      __SCREAMING_SNAKE_CASE   :							Union[str, Any]							      =	".bz2"

class      _UpperCAmelCase							(		SCREAMING_SNAKE_CASE_							):
      __SCREAMING_SNAKE_CASE   :							List[str]							      =	"gzip"
      __SCREAMING_SNAKE_CASE   :							Any							      =	"gzip"
      __SCREAMING_SNAKE_CASE   :							List[str]							      =	".gz"

class      _UpperCAmelCase							(		SCREAMING_SNAKE_CASE_							):
      __SCREAMING_SNAKE_CASE   :							List[str]							      =	"lz4"
      __SCREAMING_SNAKE_CASE   :							List[Any]							      =	"lz4"
      __SCREAMING_SNAKE_CASE   :							Tuple							      =	".lz4"

class      _UpperCAmelCase							(		SCREAMING_SNAKE_CASE_							):
      __SCREAMING_SNAKE_CASE   :							List[str]							      =	"xz"
      __SCREAMING_SNAKE_CASE   :							Union[str, Any]							      =	"xz"
      __SCREAMING_SNAKE_CASE   :							List[Any]							      =	".xz"

class      _UpperCAmelCase							(		SCREAMING_SNAKE_CASE_							):
      __SCREAMING_SNAKE_CASE   :							List[str]							      =	"zstd"
      __SCREAMING_SNAKE_CASE   :							int							      =	"zstd"
      __SCREAMING_SNAKE_CASE   :							Tuple							      =	".zst"




      def __init__(							self   ,       lowercase_   ,       lowercase_ = "rb"   ,       lowercase_ = None   ,       lowercase_ = None   ,       lowercase_ = DEFAULT_BLOCK_SIZE   ,       **lowercase_   ,       )						->					str:
          super().__init__(
              fo=lowercase_   ,       mode=lowercase_   ,       target_protocol=lowercase_   ,       target_options=lowercase_   ,       block_size=lowercase_   ,       **lowercase_   ,       )
          # We need to wrap the zstd decompressor to avoid this error in fsspec==2021.7.0 and zstandard==0.15.2:
          #
          # File "/Users/user/.virtualenvs/hf-datasets/lib/python3.7/site-packages/fsspec/core.py", line 145, in open
          #     out.close = close
          # AttributeError: 'zstd.ZstdDecompressionReader' object attribute 'close' is read-only
          #
          # see https://github.com/intake/filesystem_spec/issues/725
          UpperCAmelCase									=					self.file.__enter__
          class      _UpperCAmelCase							:




                def __init__(							self   ,       lowercase_							)						->					List[Any]:
                    UpperCAmelCase									=					file_




                def __enter__(							self							)						->					List[str]:
                    self._file.__enter__()
                    return self




                def __exit__(							self   ,       *lowercase_   ,       **lowercase_							)						->					List[str]:
                    self._file.__exit__(*lowercase_   ,       **lowercase_							)




                def __iter__(							self							)						->					Optional[int]:
                    return iter(self._file							)




                def     a_      (							self							)						->					Tuple:
                    return next(self._file							)




                def __getattr__(							self   ,       lowercase_							)						->					Optional[int]:
                    return getattr(self._file   ,       lowercase_							)

          def fixed_enter(*lowercase_   ,       **lowercase_							):
              return WrappedFile(_enter(*lowercase_   ,       **lowercase_							)							)

          UpperCAmelCase									=					fixed_enter



