


# tests directory-specific settings - this file is run automatically
# by pytest before any tests are run

import doctest
import sys
import warnings
from os.path import abspath, dirname, join

import _pytest

from transformers.testing_utils import HfDoctestModule, HfDocTestParser


# allow having multiple repository checkouts and not needing to remember to rerun
# 'pip install -e .[dev]' when switching between checkouts and running tests.
snake_case__			 =						abspath(join(dirname(__file__), '''src'''))
sys.path.insert(1, git_repo_path)

# silence FutureWarning warnings in tests since often we can't act on them until
# they become normal warnings - i.e. the tests still need to test the current functionality
warnings.simplefilter(action='''ignore''', category=FutureWarning)


def 				lowerCamelCase__	(      a	:   Optional[Any]				)    ->	int:





			"""simple docstring"""
			config.addinivalue_line(
			    "markers"	,  "is_pt_tf_cross_test: mark test to run only when PT and TF interactions are tested"				)
			config.addinivalue_line(
			    "markers"	,  "is_pt_flax_cross_test: mark test to run only when PT and FLAX interactions are tested"				)
			config.addinivalue_line("markers"	,  "is_pipeline_test: mark test to run only when pipelines are tested"				)
			config.addinivalue_line("markers"	,  "is_staging_test: mark test to run only in the staging environment"				)
			config.addinivalue_line("markers"	,  "accelerate_tests: mark test that require accelerate"				)
			config.addinivalue_line("markers"	,  "tool_tests: mark the tool tests that are run on their specific schedule"				)


def 				lowerCamelCase__	(      a	:   Tuple				)    ->	int:





			"""simple docstring"""
			from transformers.testing_utils import pytest_addoption_shared

			pytest_addoption_shared(a				)


def 				lowerCamelCase__	(      a	:   Optional[Any]				)    ->	int:





			"""simple docstring"""
			from transformers.testing_utils import pytest_terminal_summary_main

			a__ :List[str]						  =    terminalreporter.config.getoption("--make-reports"				)
			if make_reports:
						pytest_terminal_summary_main(a	,  id=a				)


def 				lowerCamelCase__	(      a	:   Optional[int]	,  a	:   Any				)    ->	List[str]:





			"""simple docstring"""
			# If no tests are collected, pytest exists with code 5, which makes the CI fail.
			if exitstatus == 5:
						a__ :int						  =    0


# Doctest custom flag to ignore output.
snake_case__			 =						doctest.register_optionflag('''IGNORE_RESULT''')

snake_case__			 =						doctest.OutputChecker


class 					lowerCAmelCase_ (       _a):




						def  _snake_case					(	self						:   Tuple   ,     __A						:   Dict   ,     __A						:   Optional[int]   ,     __A						:   List[Any]						)      ->List[str]:






									"""simple docstring"""






									if IGNORE_RESULT & optionflags:
												return True
									return OutputChecker.check_output(self   ,     __A   ,     __A   ,     __A						)






snake_case__			 =						CustomOutputChecker
snake_case__			 =						HfDoctestModule







snake_case__			 =						HfDocTestParser






def 				lowerCamelCase__	(      a	:   list[list]				)    ->	list[list]:





			"""simple docstring"""
			a__ :Any						  =    current_set.copy()
			for row_index, row in enumerate(a				):
						a__ :List[str]						  =    row[0]
						for column_index, column in enumerate(a				):
									if magnitude == 0:
												a__ :Tuple						  =    column
												continue
									a__ :Tuple						  =    column / magnitude
    # Subtract to cancel term
			a__ :Any						  =    current_set[0]
			a__ :Dict						  =    [first_row]
			a__ :Dict						  =    current_set[1::]
			for row in current_set:
						a__ :int						  =    []
						# If first term is 0, it is already in form we want, so we preserve it
						if row[0] == 0:
									final_set.append(a				)
									continue
						for column_index in range(len(a				)				):
									temp_row.append(first_row[column_index] - row[column_index]				)
						final_set.append(a				)
			# Create next recursion iteration set
			if len(final_set[0]				) != 3:
						a__ :List[str]						  =    final_set[0]
						a__ :Optional[Any]						  =    []
						a__ :List[Any]						  =    []
						for row in final_set[1::]:
									current_first_column.append(row[0]				)
									next_iteration.append(row[1::]				)
						a__ :Dict						  =    simplify(a				)
						for i in range(len(a				)				):
									resultant[i].insert(0	,  current_first_column[i]				)
						resultant.insert(0	,  a				)
						a__ :Optional[int]						  =    resultant
			return final_set


def 				lowerCamelCase__	(      a	:   list[list]				)    ->	list:





			"""simple docstring"""
			if len(a				) == 0:
						raise IndexError("solve_simultaneous() requires n lists of length n+1"				)
			a__ :Any						  =    len(a				) + 1
			if any(len(a				) != _length for item in equations				):
						raise IndexError("solve_simultaneous() requires n lists of length n+1"				)
			for row in equations:
						if any(not isinstance(a	,  (int, float)				) for column in row				):
									raise ValueError("solve_simultaneous() requires lists of integers"				)
			if len(a				) == 1:
						return [equations[0][-1] / equations[0][0]]
			a__ :Union[str, Any]						  =    equations.copy()
			if any(0 in row for row in data_set				):
						a__ :int						  =    data_set.copy()
						a__ :Dict						  =    []
						for row_index, row in enumerate(a				):
									if 0 not in row:
												a__ :Union[str, Any]						  =    data_set.pop(a				)
												break
						if not full_row:
									raise ValueError("solve_simultaneous() requires at least 1 full equation"				)
						data_set.insert(0	,  a				)
			a__ :Optional[int]						  =    data_set.copy()
			a__ :Any						  =    simplify(a				)
			a__ :str						  =    simplified[::-1]
			a__ :list						  =    []
			for row in simplified:
						a__ :Optional[int]						  =    row[-1]
						if not solutions:
									if row[-2] == 0:
												solutions.append(0				)
												continue
									solutions.append(current_solution / row[-2]				)
									continue
						a__ :Dict						  =    row.copy()[: len(a				) - 1 :]
						while temp_row[0] == 0:
									temp_row.pop(0				)
						if len(a				) == 0:
									solutions.append(0				)
									continue
						a__ :List[Any]						  =    temp_row[1::]
						a__ :Union[str, Any]						  =    temp_row[::-1]
						for column_index, column in enumerate(a				):
									current_solution -= column * solutions[column_index]
						solutions.append(a				)
			a__ :List[str]						  =    []
			for item in solutions:
						final.append(float(round(a	,  5				)				)				)
			return final[::-1]


if __name__ == "__main__":
		import doctest

		doctest.testmod()
		snake_case__			 =						[
		    [2, 1, 1, 1, 1, 4],
		    [1, 2, 1, 1, 1, 5],
		    [1, 1, 2, 1, 1, 6],
		    [1, 1, 1, 2, 1, 7],
		    [1, 1, 1, 1, 2, 8],
		]
		print(solve_simultaneous(eq))
		print(solve_simultaneous([[4, 2]]))


