




from math import cos, sin, sqrt, tau

from audio_filters.iir_filter import IIRFilter







def lowerCamelCase__  (     _lowercase					,		_lowercase					,		_lowercase = 1 / sqrt(2 ) ):

     '''simple docstring'''


     UpperCAmelCase_     :				Tuple  =     tau * frequency / samplerate
     UpperCAmelCase_     :				int  =     sin(_lowercase )
     UpperCAmelCase_     :				List[str]  =     cos(_lowercase )
     UpperCAmelCase_     :				Optional[Any]  =     _sin / (2 * q_factor)

     UpperCAmelCase_     :				str  =     (1 - _cos) / 2
     UpperCAmelCase_     :				Dict  =     1 - _cos

     UpperCAmelCase_     :				Dict  =     1 + alpha
     UpperCAmelCase_     :				Any  =     -2 * _cos
     UpperCAmelCase_     :				List[Any]  =     1 - alpha

     UpperCAmelCase_     :				List[str]  =     IIRFilter(2 )
     filt.set_coefficients([aa, aa, aa]					,		[ba, ba, ba] )
     return filt







def lowerCamelCase__  (     _lowercase					,		_lowercase					,		_lowercase = 1 / sqrt(2 ) ):

     '''simple docstring'''


     UpperCAmelCase_     :				Any  =     tau * frequency / samplerate
     UpperCAmelCase_     :				Optional[int]  =     sin(_lowercase )
     UpperCAmelCase_     :				Optional[Any]  =     cos(_lowercase )
     UpperCAmelCase_     :				List[str]  =     _sin / (2 * q_factor)

     UpperCAmelCase_     :				Tuple  =     (1 + _cos) / 2
     UpperCAmelCase_     :				Any  =     -1 - _cos

     UpperCAmelCase_     :				Dict  =     1 + alpha
     UpperCAmelCase_     :				Optional[Any]  =     -2 * _cos
     UpperCAmelCase_     :				Optional[int]  =     1 - alpha

     UpperCAmelCase_     :				Dict  =     IIRFilter(2 )
     filt.set_coefficients([aa, aa, aa]					,		[ba, ba, ba] )
     return filt







def lowerCamelCase__  (     _lowercase					,		_lowercase					,		_lowercase = 1 / sqrt(2 ) ):

     '''simple docstring'''


     UpperCAmelCase_     :				Tuple  =     tau * frequency / samplerate
     UpperCAmelCase_     :				Union[str, Any]  =     sin(_lowercase )
     UpperCAmelCase_     :				int  =     cos(_lowercase )
     UpperCAmelCase_     :				Tuple  =     _sin / (2 * q_factor)

     UpperCAmelCase_     :				List[str]  =     _sin / 2
     UpperCAmelCase_     :				str  =     0
     UpperCAmelCase_     :				str  =     -ba

     UpperCAmelCase_     :				Optional[int]  =     1 + alpha
     UpperCAmelCase_     :				Optional[int]  =     -2 * _cos
     UpperCAmelCase_     :				Any  =     1 - alpha

     UpperCAmelCase_     :				Dict  =     IIRFilter(2 )
     filt.set_coefficients([aa, aa, aa]					,		[ba, ba, ba] )
     return filt







def lowerCamelCase__  (     _lowercase					,		_lowercase					,		_lowercase = 1 / sqrt(2 ) ):

     '''simple docstring'''


     UpperCAmelCase_     :				Optional[Any]  =     tau * frequency / samplerate
     UpperCAmelCase_     :				List[Any]  =     sin(_lowercase )
     UpperCAmelCase_     :				Optional[int]  =     cos(_lowercase )
     UpperCAmelCase_     :				Union[str, Any]  =     _sin / (2 * q_factor)

     UpperCAmelCase_     :				Any  =     1 - alpha
     UpperCAmelCase_     :				int  =     -2 * _cos
     UpperCAmelCase_     :				List[str]  =     1 + alpha

     UpperCAmelCase_     :				Optional[Any]  =     IIRFilter(2 )
     filt.set_coefficients([ba, ba, ba]					,		[ba, ba, ba] )
     return filt







def lowerCamelCase__  (     _lowercase					,		_lowercase					,		_lowercase					,		_lowercase = 1 / sqrt(2 )					,		):

     '''simple docstring'''


     UpperCAmelCase_     :				List[str]  =     tau * frequency / samplerate
     UpperCAmelCase_     :				int  =     sin(_lowercase )
     UpperCAmelCase_     :				int  =     cos(_lowercase )
     UpperCAmelCase_     :				Tuple  =     _sin / (2 * q_factor)
     UpperCAmelCase_     :				Dict  =     10 ** (gain_db / 40)

     UpperCAmelCase_     :				List[str]  =     1 + alpha * big_a
     UpperCAmelCase_     :				Tuple  =     -2 * _cos
     UpperCAmelCase_     :				Tuple  =     1 - alpha * big_a
     UpperCAmelCase_     :				Tuple  =     1 + alpha / big_a
     UpperCAmelCase_     :				Optional[Any]  =     -2 * _cos
     UpperCAmelCase_     :				Dict  =     1 - alpha / big_a

     UpperCAmelCase_     :				Optional[Any]  =     IIRFilter(2 )
     filt.set_coefficients([aa, aa, aa]					,		[ba, ba, ba] )
     return filt







def lowerCamelCase__  (     _lowercase					,		_lowercase					,		_lowercase					,		_lowercase = 1 / sqrt(2 )					,		):

     '''simple docstring'''


     UpperCAmelCase_     :				List[str]  =     tau * frequency / samplerate
     UpperCAmelCase_     :				Dict  =     sin(_lowercase )
     UpperCAmelCase_     :				List[str]  =     cos(_lowercase )
     UpperCAmelCase_     :				str  =     _sin / (2 * q_factor)
     UpperCAmelCase_     :				str  =     10 ** (gain_db / 40)
     UpperCAmelCase_     :				Tuple  =     (big_a + 1) - (big_a - 1) * _cos
     UpperCAmelCase_     :				Optional[Any]  =     (big_a + 1) + (big_a - 1) * _cos
     UpperCAmelCase_     :				str  =     (big_a - 1) - (big_a + 1) * _cos
     UpperCAmelCase_     :				Optional[Any]  =     (big_a - 1) + (big_a + 1) * _cos
     UpperCAmelCase_     :				int  =     2 * sqrt(_lowercase ) * alpha

     UpperCAmelCase_     :				Optional[Any]  =     big_a * (pmc + aaa)
     UpperCAmelCase_     :				List[str]  =     2 * big_a * mpc
     UpperCAmelCase_     :				Tuple  =     big_a * (pmc - aaa)
     UpperCAmelCase_     :				Optional[Any]  =     ppmc + aaa
     UpperCAmelCase_     :				List[str]  =     -2 * pmpc
     UpperCAmelCase_     :				Dict  =     ppmc - aaa

     UpperCAmelCase_     :				str  =     IIRFilter(2 )
     filt.set_coefficients([aa, aa, aa]					,		[ba, ba, ba] )
     return filt







def lowerCamelCase__  (     _lowercase					,		_lowercase					,		_lowercase					,		_lowercase = 1 / sqrt(2 )					,		):

     '''simple docstring'''


     UpperCAmelCase_     :				Any  =     tau * frequency / samplerate
     UpperCAmelCase_     :				Dict  =     sin(_lowercase )
     UpperCAmelCase_     :				int  =     cos(_lowercase )
     UpperCAmelCase_     :				str  =     _sin / (2 * q_factor)
     UpperCAmelCase_     :				Tuple  =     10 ** (gain_db / 40)
     UpperCAmelCase_     :				int  =     (big_a + 1) - (big_a - 1) * _cos
     UpperCAmelCase_     :				Tuple  =     (big_a + 1) + (big_a - 1) * _cos
     UpperCAmelCase_     :				str  =     (big_a - 1) - (big_a + 1) * _cos
     UpperCAmelCase_     :				Dict  =     (big_a - 1) + (big_a + 1) * _cos
     UpperCAmelCase_     :				Any  =     2 * sqrt(_lowercase ) * alpha

     UpperCAmelCase_     :				Union[str, Any]  =     big_a * (ppmc + aaa)
     UpperCAmelCase_     :				int  =     -2 * big_a * pmpc
     UpperCAmelCase_     :				Union[str, Any]  =     big_a * (ppmc - aaa)
     UpperCAmelCase_     :				Optional[Any]  =     pmc + aaa
     UpperCAmelCase_     :				Union[str, Any]  =     2 * mpc
     UpperCAmelCase_     :				str  =     pmc - aaa

     UpperCAmelCase_     :				str  =     IIRFilter(2 )
     filt.set_coefficients([aa, aa, aa]					,		[ba, ba, ba] )
     return filt



import argparse
import os
import re

import packaging.version


__a	 =      """examples/"""
__a	 =      {
    """examples""": (re.compile(R"""^check_min_version\(\"[^\"]+\"\)\s*$""", re.MULTILINE), """check_min_version(\"VERSION\")\n"""),
    """init""": (re.compile(R"""^__version__\s+=\s+\"([^\"]+)\"\s*$""", re.MULTILINE), """__version__ = \"VERSION\"\n"""),
    """setup""": (re.compile(R"""^(\s*)version\s*=\s*\"[^\"]+\",""", re.MULTILINE), R"""\1version=\"VERSION\","""),
    """doc""": (re.compile(R"""^(\s*)release\s*=\s*\"[^\"]+\"$""", re.MULTILINE), """release = \"VERSION\"\n"""),
}
__a	 =      {
    """init""": """src/diffusers/__init__.py""",
    """setup""": """setup.py""",
}
__a	 =      """README.md"""
def 	_UpperCamelCase					(    lowerCAmelCase_	,    lowerCAmelCase_	,    lowerCAmelCase_ )    ->Optional[Any]:
   with open(lowerCAmelCase_	,    """r"""	,    encoding="""utf-8"""	,    newline="""\n""" ) as f:
      UpperCAmelCase      					=  f.read()
   UpperCAmelCase					,	UpperCAmelCase      					=  REPLACE_PATTERNS[pattern]
   UpperCAmelCase      					=  replace.replace("""VERSION"""	,    lowerCAmelCase_ )
   UpperCAmelCase      					=  re_pattern.sub(lowerCAmelCase_	,    lowerCAmelCase_ )
   with open(lowerCAmelCase_	,    """w"""	,    encoding="""utf-8"""	,    newline="""\n""" ) as f:
      f.write(lowerCAmelCase_ )
def 	_UpperCamelCase					(    lowerCAmelCase_ )    ->int:
   for folder, directories, fnames in os.walk(lowerCAmelCase_ ):
      # Removing some of the folders with non-actively maintained examples from the walk
      if "research_projects" in directories:
         directories.remove("""research_projects""" )
      if "legacy" in directories:
         directories.remove("""legacy""" )
      for fname in fnames:
         if fname.endswith(""".py""" ):
            update_version_in_file(os.path.join(lowerCAmelCase_	,    lowerCAmelCase_ )	,    lowerCAmelCase_	,    pattern="""examples""" )
def 	_UpperCamelCase					(    lowerCAmelCase_	,    lowerCAmelCase_=False )    ->Optional[int]:
   for pattern, fname in REPLACE_FILES.items():
      update_version_in_file(lowerCAmelCase_	,    lowerCAmelCase_	,    lowerCAmelCase_ )
   if not patch:
      update_version_in_examples(lowerCAmelCase_ )
def 	_UpperCamelCase					(    )    ->List[str]:
   UpperCAmelCase      					=  """🤗 Transformers currently provides the following architectures"""
   UpperCAmelCase      					=  """1. Want to contribute a new model?"""
   with open(lowerCAmelCase_	,    """r"""	,    encoding="""utf-8"""	,    newline="""\n""" ) as f:
      UpperCAmelCase      					=  f.readlines()

   # Find the start of the list.
   UpperCAmelCase      					=  0
   while not lines[start_index].startswith(_start_prompt ):
      start_index += 1
   start_index += 1

   UpperCAmelCase      					=  start_index
   # Update the lines in the model list.
   while not lines[index].startswith(_end_prompt ):
      if lines[index].startswith("""1.""" ):
         UpperCAmelCase      					=  lines[index].replace(
             """https://huggingface.co/docs/diffusers/main/model_doc"""	,    """https://huggingface.co/docs/diffusers/model_doc"""	,    )
      index += 1

   with open(lowerCAmelCase_	,    """w"""	,    encoding="""utf-8"""	,    newline="""\n""" ) as f:
      f.writelines(lowerCAmelCase_ )
def 	_UpperCamelCase					(    )    ->List[str]:
   with open(REPLACE_FILES["""init"""]	,    """r""" ) as f:
      UpperCAmelCase      					=  f.read()
   UpperCAmelCase      					=  REPLACE_PATTERNS["""init"""][0].search(lowerCAmelCase_ ).groups()[0]
   return packaging.version.parse(lowerCAmelCase_ )
def 	_UpperCamelCase					(    lowerCAmelCase_=False )    ->int:
   UpperCAmelCase      					=  get_version()
   if patch and default_version.is_devrelease:
      raise ValueError("""Can't create a patch version from the dev branch, checkout a released version!""" )
   if default_version.is_devrelease:
      UpperCAmelCase      					=  default_version.base_version
   elif patch:
      UpperCAmelCase      					=  F"""{default_version.major}.{default_version.minor}.{default_version.micro + 1}"""
   else:
      UpperCAmelCase      					=  F"""{default_version.major}.{default_version.minor + 1}.0"""

   # Now let's ask nicely if that's the right one.
   UpperCAmelCase      					=  input(F"""Which version are you releasing? [{default_version}]""" )
   if len(lowerCAmelCase_ ) == 0:
      UpperCAmelCase      					=  default_version

   print(F"""Updating version to {version}.""" )
   global_version_update(lowerCAmelCase_	,    patch=lowerCAmelCase_ )
def 	_UpperCamelCase					(    )    ->int:
   UpperCAmelCase      					=  get_version()
   UpperCAmelCase      					=  F"""{current_version.major}.{current_version.minor + 1}.0.dev0"""
   UpperCAmelCase      					=  current_version.base_version

   # Check with the user we got that right.
   UpperCAmelCase      					=  input(F"""Which version are we developing now? [{dev_version}]""" )
   if len(lowerCAmelCase_ ) == 0:
      UpperCAmelCase      					=  dev_version

   print(F"""Updating version to {version}.""" )
   global_version_update(lowerCAmelCase_ )


#    print("Cleaning main README, don't forget to run `make fix-copies`.")
#    clean_main_ref_in_model_list()


if __name__ == "__main__":
 __a	 =      argparse.ArgumentParser()
 parser.add_argument("""--post_release""", action="""store_true""", help="""Whether this is pre or post release.""")
 parser.add_argument("""--patch""", action="""store_true""", help="""Whether or not this is a patch release.""")
 __a	 =      parser.parse_args()
 if not args.post_release:
  pre_release_work(patch=args.patch)
 elif args.patch:
  print("""Nothing to do after a patch :-)""")
 else:
  post_release_work()



