






import argparse
import glob
import inspect
import os
import re
import unittest

from get_test_info import get_test_classes

from tests.test_pipeline_mixin import pipeline_test_mapping


a 			=							{}
for task, _ in pipeline_test_mapping.items():
 a 			=							{'pt': None, 'tf': None}


# DO **NOT** add item to this set (unless the reason is approved)
a 			=							{
    'tests/models/esm/test_modeling_esmfold.py',  # The pipeline test mapping is added to `test_modeling_esm.py`
}
def    a__    (	A       ):







   if "ModelTesterMixin" in [x.__name__ for x in test_class.__bases__]:
      return "pt"
   elif "TFModelTesterMixin" in [x.__name__ for x in test_class.__bases__]:
      return "tf"
   elif "FlaxModelTesterMixin" in [x.__name__ for x in test_class.__bases__]:
      return "flax"
   else:
      return None
def    a__    (	A		,					A       ):







   if PIPELINE_TEST_MAPPING[task].get(lowercase__		,					lowercase__       ) is not None:
      return PIPELINE_TEST_MAPPING[task][framework]

   lowercase__    :						List[str]       =			pipeline_test_mapping[task]["""test"""]
   lowercase__    :						Union[str, Any]       =			None

   if framework == "pt":
      lowercase__    :						str       =			getattr(lowercase__		,					"""model_mapping"""		,					lowercase__       )
   elif framework == "tf":
      lowercase__    :						Optional[int]       =			getattr(lowercase__		,					"""tf_model_mapping"""		,					lowercase__       )

   if mapping is not None:
      lowercase__    :						Any       =			dict(mapping.items()       )

   # cache the results
   lowercase__    :						Optional[int]       =			mapping
   return mapping
def    a__    (	A		,					A       ):
   lowercase__    :						List[str]       =			get_framework(lowercase__       )
   if framework is None:
      return None
   lowercase__    :						str       =			get_mapping_for_task(lowercase__		,					lowercase__       )
   if mapping is None:
      return None

   lowercase__    :						Tuple       =			list({model_class.config_class for model_class in test_class.all_model_classes}       )
   if len(lowercase__       ) != 1:
      raise ValueError("""There should be exactly one configuration class from `test_class.all_model_classes`."""       )

   # This could be a list/tuple of model classes, but it's rare.
   lowercase__    :						str       =			mapping.get(config_classes[0]		,					lowercase__       )
   if isinstance(lowercase__		,					(tuple, list)       ):
      lowercase__    :						int       =			sorted(lowercase__		,					key=lambda A       : x.__name__       )

   return model_class
def    a__    (	A       ):
   lowercase__    :						str       =			[(task, get_model_for_pipeline_test(lowercase__		,					lowercase__       )) for task in pipeline_test_mapping]
   lowercase__    :						str       =			sorted([(task, model) for task, model in mapping if model is not None]		,					key=lambda A       : x[0]       )

   return dict(lowercase__       )
def    a__    (	A       ):
   lowercase__    :						str       =			get_framework(lowercase__       )
   if framework == "pt":
      lowercase__    :						int       =			"""torch"""
   lowercase__    :						Any       =			"""{}"""

   lowercase__    :						Any       =			get_pipeline_model_mapping(lowercase__       )
   if len(lowercase__       ) == 0:
      return ""

   lowercase__    :						Union[str, Any]       =			[]
   for task, model_classes in mapping.items():
      if isinstance(lowercase__		,					(tuple, list)       ):
         # A list/tuple of model classes
         lowercase__    :						Any       =			"""(""" + """, """.join([x.__name__ for x in model_classes]       ) + """)"""
      else:
         # A single model class
         lowercase__    :						Dict       =			model_classes.__name__
      texts.append(F'''\"{task}\": {value}'''       )
   lowercase__    :						List[str]       =			"""{""" + """, """.join(lowercase__       ) + """}"""
   lowercase__    :						Dict       =			F'''pipeline_model_mapping = {text} if is_{framework}_available() else {default_value}'''

   return text
def    a__    (	A       ):
   lowercase__    :						Union[str, Any]       =			{"""ModelTesterMixin""", """TFModelTesterMixin""", """FlaxModelTesterMixin"""}
   if not issubclass(lowercase__		,					unittest.TestCase       ):
      return False
   return len(base_class_names.intersection([x.__name__ for x in test_class.__bases__]       )       ) > 0
def    a__    (	A       ):
   lowercase__    :						str       =			[x for x in get_test_classes(lowercase__       ) if is_valid_test_class(lowercase__       )]

   lowercase__    :						Tuple       =			None
   for test_class in test_classes:
      # If a test class has defined `pipeline_model_mapping`, let's take it
      if getattr(lowercase__		,					"""pipeline_model_mapping"""		,					lowercase__       ) is not None:
         lowercase__    :						List[Any]       =			test_class
         break
    # Take the test class with the shortest name (just a heuristic)
   if target_test_class is None and len(lowercase__       ) > 0:
      lowercase__    :						Dict       =			sorted(lowercase__		,					key=lambda A       : (len(x.__name__       ), x.__name__)       )[0]

   return target_test_class
def    a__    (	A		,					A		,					A       ):
   lowercase__    :						Tuple       =			start_idx
   for idx, line in enumerate(lines[start_idx:]       ):
      lowercase__    :						int       =			len(lowercase__       ) - len(line.lstrip()       )
      if idx == 0 or indent > indent_level or (indent == indent_level and line.strip() == ")"):
         lowercase__    :						Optional[int]       =			start_idx + idx
      elif idx > 0 and indent <= indent_level:
         # Outside the definition block of `pipeline_model_mapping`
         break

   return end_idx
def    a__    (	A		,					A=False       ):







   if getattr(lowercase__		,					"""pipeline_model_mapping"""		,					lowercase__       ) is not None:
      if not overwrite:
         return "", -1

   lowercase__    :						Tuple       =			get_pipeline_model_mapping_string(lowercase__       )
   if len(lowercase__       ) == 0:
      return "", -1
   lowercase__    :						str       =			line_to_add + """\n"""

   # The code defined the class `test_class`
   lowercase__  ,       lowercase__    :						str       =			inspect.getsourcelines(lowercase__       )
   # `inspect` gives the code for an object, including decorator(s) if any.
   # We (only) need the exact line of the class definition.
   for idx, line in enumerate(lowercase__       ):
      if line.lstrip().startswith("""class """       ):
         lowercase__    :						List[str]       =			class_lines[idx:]
         class_start_line_no += idx
         break
   lowercase__    :						str       =			class_start_line_no + len(lowercase__       ) - 1

   # The index in `class_lines` that starts the definition of `all_model_classes`, `all_generative_model_classes` or
   # `pipeline_model_mapping`. This assumes they are defined in such order, and we take the start index of the last
   # block that appears in a `test_class`.
   lowercase__    :						Optional[int]       =			None
   # The indent level of the line at `class_lines[start_idx]` (if defined)
   lowercase__    :						List[str]       =			0
   # To record if `pipeline_model_mapping` is found in `test_class`.
   lowercase__    :						str       =			None
   for idx, line in enumerate(lowercase__       ):
      if line.strip().startswith("""all_model_classes = """       ):
         lowercase__    :						Optional[Any]       =			len(lowercase__       ) - len(line.lstrip()       )
         lowercase__    :						Tuple       =			idx
      elif line.strip().startswith("""all_generative_model_classes = """       ):
         lowercase__    :						Optional[Any]       =			len(lowercase__       ) - len(line.lstrip()       )
         lowercase__    :						List[Any]       =			idx
      elif line.strip().startswith("""pipeline_model_mapping = """       ):
         lowercase__    :						Any       =			len(lowercase__       ) - len(line.lstrip()       )
         lowercase__    :						Tuple       =			idx
         lowercase__    :						List[Any]       =			line
         break

   if start_idx is None:
      return "", -1
   # Find the ending index (inclusive) of the above found block.
   lowercase__    :						str       =			find_block_ending(lowercase__		,					lowercase__		,					lowercase__       )

   # Extract `is_xxx_available()` from existing blocks: some models require specific libraries like `timm` and use
   # `is_timm_available()` instead of `is_torch_available()`.
   # Keep leading and trailing whitespaces
   lowercase__    :						Union[str, Any]       =			re.compile(R"""\s(is_\S+?_available\(\))\s"""       )
   for line in class_lines[start_idx : end_idx + 1]:
      lowercase__    :						Dict       =			r.search(lowercase__       )
      if backend_condition is not None:
         # replace the leading and trailing whitespaces to the space character " ".
         lowercase__    :						str       =			""" """ + backend_condition[0][1:-1] + """ """
         lowercase__    :						str       =			r.sub(lowercase__		,					lowercase__       )
         break

   if def_line is None:
      # `pipeline_model_mapping` is not defined. The target index is set to the ending index (inclusive) of
      # `all_model_classes` or `all_generative_model_classes`.
      lowercase__    :						List[Any]       =			end_idx
   else:
      # `pipeline_model_mapping` is defined. The target index is set to be one **BEFORE** its start index.
      lowercase__    :						Union[str, Any]       =			start_idx - 1
      # mark the lines of the currently existing `pipeline_model_mapping` to be removed.
      for idx in range(lowercase__		,					end_idx + 1       ):
         # These lines are going to be removed before writing to the test file.
         lowercase__    :						Any       =			None  # noqa

    # Make sure the test class is a subclass of `PipelineTesterMixin`.
   lowercase__    :						Tuple       =			[x.__name__ for x in test_class.__bases__]
   if "PipelineTesterMixin" not in parent_classes:
      # Put `PipelineTesterMixin` just before `unittest.TestCase`
      lowercase__    :						Union[str, Any]       =			[x for x in parent_classes if x != """TestCase"""] + ["""PipelineTesterMixin"""]
      if "TestCase" in parent_classes:
         # Here we **assume** the original string is always with `unittest.TestCase`.
         _parent_classes.append("""unittest.TestCase"""       )
      lowercase__    :						int       =			""", """.join(_parent_classes       )
      for idx, line in enumerate(lowercase__       ):
         # Find the ending of the declaration of `test_class`
         if line.strip().endswith("""):"""       ):
            # mark the lines of the declaration of `test_class` to be removed
            for _idx in range(idx + 1       ):
               lowercase__    :						Optional[int]       =			None  # noqa
            break
        # Add the new, one-line, class declaration for `test_class`
      lowercase__    :						str       =			F'''class {test_class.__name__}({parent_classes}):\n'''

   # Add indentation
   lowercase__    :						Tuple       =			""" """ * indent_level + line_to_add
   # Insert `pipeline_model_mapping` to `class_lines`.
   # (The line at `target_idx` should be kept by definition!)
   lowercase__    :						str       =			class_lines[: target_idx + 1] + [line_to_add] + class_lines[target_idx + 1 :]
   # Remove the lines that are marked to be removed
   lowercase__    :						Optional[Any]       =			[x for x in class_lines if x is not None]

   # Move from test class to module (in order to write to the test file)
   lowercase__    :						Any       =			inspect.getsourcelines(inspect.getmodule(lowercase__       )       )[0]
   # Be careful with the 1-off between line numbers and array indices
   lowercase__    :						Any       =			module_lines[: class_start_line_no - 1] + class_lines + module_lines[class_end_line_no:]
   lowercase__    :						Union[str, Any]       =			"""""".join(lowercase__       )

   lowercase__    :						Any       =			inspect.getsourcefile(lowercase__       )
   with open(lowercase__		,					"""w"""		,					encoding="""UTF-8"""		,					newline="""\n"""       ) as fp:
      fp.write(lowercase__       )

   return line_to_add
def    a__    (	A		,					A=False       ):
   lowercase__    :						Dict       =			find_test_class(lowercase__       )
   if test_class:
      add_pipeline_model_mapping(lowercase__		,					overwrite=lowercase__       )


if __name__ == "__main__":
 a 			=							argparse.ArgumentParser()
 parser.add_argument(
     '--test_file', type=str, help='A path to the test file, starting with the repository\'s `tests` directory.'
 )
 parser.add_argument(
     '--all',
     action='store_true',
     help='If to check and modify all test files.',
 )
 parser.add_argument(
     '--overwrite',
     action='store_true',
     help='If to overwrite a test class if it has already defined `pipeline_model_mapping`.',
 )
 a 			=							parser.parse_args()

 if not args.all and not args.test_file:
  raise ValueError('Please specify either `test_file` or pass `--all` to check/modify all test files.')
 elif args.all and args.test_file:
  raise ValueError('Only one of `--test_file` and `--all` could be specified.')

 a 			=							[]
 if args.test_file:
  a 			=							[args.test_file]
 else:
  a 			=							os.path.join('tests', 'models', '**', 'test_modeling_*.py')
  for test_file in glob.glob(pattern):
   # `Flax` is not concerned at this moment
   if not test_file.startswith('test_modeling_flax_'):
    test_files.append(test_file)

 for test_file in test_files:
  if test_file in TEST_FILE_TO_IGNORE:
   print(F'[SKIPPED] {test_file} is skipped as it is in `TEST_FILE_TO_IGNORE` in the file {__file__}.')
   continue
  add_pipeline_model_mapping_to_test_file(test_file, overwrite=args.overwrite)







'''simple docstring'''


from math import floor, sqrt






def 			UpperCAmelCase_							(		lowercase__							):


     '''simple docstring'''







     a_									=0.0
     a_									=1.0
     a_									=int(sqrt(lowercase__							)							)
     a_									=root
     a_									=0
     while integer_part != 2 * root:
          a_									=denominator * integer_part - numerator
          a_									=(n - numerator**2) / denominator
          a_									=int((root + numerator) / denominator							)
          period += 1
     return period






def 			UpperCAmelCase_							(		lowercase__ = 1_0_0_0_0							):


     '''simple docstring'''







     a_									=0
     for i in range(2							,						n + 1							):
          a_									=sqrt(lowercase__							)
          if sr - floor(lowercase__							) != 0 and continuous_fraction_period(lowercase__							) % 2 == 1:
               count_odd_periods += 1
     return count_odd_periods


if __name__ == "__main__":
  print(F"""{solution(int(input().strip()))}""")


