






'''simple docstring'''







import hashlib
import importlib.util
import json
import os
import pathlib
from types import ModuleType

import pytest
import requests

__lowerCAmelCase					   =       pathlib.Path.cwd().joinpath("project_euler")
__lowerCAmelCase					   =       pathlib.Path.cwd().joinpath(
    "scripts", "project_euler_answers.json"
)

with open(PROJECT_EULER_ANSWERS_PATH) as file_handle:
  __lowerCAmelCase					   =       json.load(file_handle)


def 			__UpperCamelCase				(			lowercase_					:     str      ):
       """simple docstring"""




       a_	    = importlib.util.spec_from_file_location(file_path.name      ,					str(lowercase_      )      )
       a_	    = importlib.util.module_from_spec(lowercase_      )  # type: ignore
       spec.loader.exec_module(lowercase_      )  # type: ignore
       return module


def 			__UpperCamelCase				(			):
       """simple docstring"""




       a_	    = []
       for problem_dir_path in PROJECT_EULER_DIR_PATH.iterdir():
              if problem_dir_path.is_file() or problem_dir_path.name.startswith('_'      ):
                     continue
              for file_path in problem_dir_path.iterdir():
                     if file_path.suffix != ".py" or file_path.name.startswith(('_', 'test')      ):
                            continue
                     solution_file_paths.append(lowercase_      )
       return solution_file_paths


def 			__UpperCamelCase				(			):
       """simple docstring"""




       with open(os.environ['GITHUB_EVENT_PATH']      ) as file:
              a_	    = json.load(lowercase_      )
       return event["pull_request"]["url"] + "/files"


def 			__UpperCamelCase				(			):
       """simple docstring"""




       a_	    = []
       a_	    = {
           'Accept': 'application/vnd.github.v3+json',
           'Authorization': 'token ' + os.environ['GITHUB_TOKEN'],
       }
       a_	    = requests.get(get_files_url()      ,					headers=lowercase_      ).json()
       for file in files:
              a_	    = pathlib.Path.cwd().joinpath(file['filename']      )
              if (
                  filepath.suffix != ".py"
                  or filepath.name.startswith(('_', 'test')      )
                  or not filepath.name.startswith('sol'      )
              ):
                     continue
              solution_file_paths.append(lowercase_      )
       return solution_file_paths


def 			__UpperCamelCase				(			):
       """simple docstring"""




       if os.environ.get('CI'      ) and os.environ.get('GITHUB_EVENT_NAME'      ) == "pull_request":
              # Return only if there are any, otherwise default to all solutions
              if filepaths := added_solution_file_path():
                     return filepaths
       return all_solution_file_paths()


@pytest.mark.parametrize(
    'solution_path'      ,					collect_solution_file_paths()      ,					ids=lambda lowercase_      : F'{path.parent.name}/{path.name}'      ,					)
def 			__UpperCamelCase				(			lowercase_					:     List[str]      ):
       """simple docstring"""




       a_	    = solution_path.parent.name[8:].zfill(3      )
       a_	    = PROBLEM_ANSWERS[problem_number]
       a_	    = convert_path_to_module(lowercase_      )
       a_	    = str(solution_module.solution()      )  # type: ignore
       a_	    = hashlib.shaaaa(answer.encode()      ).hexdigest()
       assert (
           answer == expected
       ), F'Expected solution to {problem_number} to have hash {expected}, got {answer}'












'''simple docstring'''







from ...configuration_utils import PretrainedConfig
from ...utils import logging


__lowerCAmelCase					   =       logging.get_logger(__name__)

__lowerCAmelCase					   =       {
    "uw-madison/nystromformer-512": "https://huggingface.co/uw-madison/nystromformer-512/resolve/main/config.json",
    # See all Nystromformer models at https://huggingface.co/models?filter=nystromformer
}




class      __SCREAMING_SNAKE_CASE					(__A					):


  """simple docstring"""


  _a     :   Union[str, Any]			 =    '''nystromformer'''







  def __init__( self      ,  UpperCamelCase__=30_000      ,  UpperCamelCase__=768      ,  UpperCamelCase__=12      ,  UpperCamelCase__=12      ,  UpperCamelCase__=3_072      ,  UpperCamelCase__="gelu_new"      ,  UpperCamelCase__=0.1      ,  UpperCamelCase__=0.1      ,  UpperCamelCase__=510      ,  UpperCamelCase__=2      ,  UpperCamelCase__=64      ,  UpperCamelCase__=64      ,  UpperCamelCase__=65      ,  UpperCamelCase__=False      ,  UpperCamelCase__=0.02      ,  UpperCamelCase__=1e-5      ,  UpperCamelCase__=1      ,  UpperCamelCase__=0      ,  UpperCamelCase__=2      ,  **UpperCamelCase__      ,  ):






         """simple docstring"""


         a_	    = vocab_size
         a_	    = max_position_embeddings
         a_	    = hidden_size
         a_	    = num_hidden_layers
         a_	    = num_attention_heads
         a_	    = intermediate_size
         a_	    = hidden_act
         a_	    = hidden_dropout_prob
         a_	    = attention_probs_dropout_prob
         a_	    = initializer_range
         a_	    = type_vocab_size
         a_	    = segment_means_seq_len
         a_	    = num_landmarks
         a_	    = conv_kernel_size
         a_	    = inv_coeff_init_option
         a_	    = layer_norm_eps
         super().__init__(pad_token_id=UpperCamelCase__      ,  bos_token_id=UpperCamelCase__      ,  eos_token_id=UpperCamelCase__      ,  **UpperCamelCase__  )




