import logging

# standard libraries
import sys

import numpy as np
import pytest  # type: ignore

# Custom/local libraries
from matrix import matrix_operation as matop

_SCREAMING_SNAKE_CASE   		=			[[1_2, 1_0], [3, 9]]
_SCREAMING_SNAKE_CASE   		=			[[3, 4], [7, 4]]
_SCREAMING_SNAKE_CASE   		=			[[3, 0, 2], [2, 0, -2], [0, 1, 1]]
_SCREAMING_SNAKE_CASE   		=			[[3, 0, -2], [2, 0, 2], [0, 1, 1]]
_SCREAMING_SNAKE_CASE   		=			[[3, 0, 2], [2, 0, -2], [0, 1, 1], [2, 0, -2]]
_SCREAMING_SNAKE_CASE   		=			[1]
_SCREAMING_SNAKE_CASE   		=			[2]

_SCREAMING_SNAKE_CASE   		=			logging.getLogger()
_SCREAMING_SNAKE_CASE   		=			logging.DEBUG
_SCREAMING_SNAKE_CASE   		=			logging.StreamHandler(sys.stdout)
logger.addHandler(stream_handler)





@pytest.mark.mat_ops
@pytest.mark.parametrize(
    ("""mat1""", """mat2""")       ,				[(mat_a, mat_b), (mat_c, mat_d), (mat_d, mat_e), (mat_f, mat_h)]					)
def  lowercase(  UpperCamelCase_       ,				UpperCamelCase_					)		->  str:







 '''simple docstring'''
 if (np.array(UpperCamelCase_					)).shape < (2, 2) or (np.array(UpperCamelCase_					)).shape < (2, 2):
  with pytest.raises(UpperCamelCase_					):
   logger.info(f"""\n\t{test_addition.__name__} returned integer"""					)
   matop.add(UpperCamelCase_       ,				UpperCamelCase_					)
 elif (np.array(UpperCamelCase_					)).shape == (np.array(UpperCamelCase_					)).shape:
  logger.info(f"""\n\t{test_addition.__name__} with same matrix dims"""					)
  UpperCamelCase      =			(np.array(UpperCamelCase_					) + np.array(UpperCamelCase_					)).tolist()
  UpperCamelCase      =			matop.add(UpperCamelCase_       ,				UpperCamelCase_					)
  assert theo == act
 else:
  with pytest.raises(UpperCamelCase_					):
   logger.info(f"""\n\t{test_addition.__name__} with different matrix dims"""					)
   matop.add(UpperCamelCase_       ,				UpperCamelCase_					)





@pytest.mark.mat_ops
@pytest.mark.parametrize(
    ("""mat1""", """mat2""")       ,				[(mat_a, mat_b), (mat_c, mat_d), (mat_d, mat_e), (mat_f, mat_h)]					)
def  lowercase(  UpperCamelCase_       ,				UpperCamelCase_					)		->  Dict:







 '''simple docstring'''
 if (np.array(UpperCamelCase_					)).shape < (2, 2) or (np.array(UpperCamelCase_					)).shape < (2, 2):
  with pytest.raises(UpperCamelCase_					):
   logger.info(f"""\n\t{test_subtraction.__name__} returned integer"""					)
   matop.subtract(UpperCamelCase_       ,				UpperCamelCase_					)
 elif (np.array(UpperCamelCase_					)).shape == (np.array(UpperCamelCase_					)).shape:
  logger.info(f"""\n\t{test_subtraction.__name__} with same matrix dims"""					)
  UpperCamelCase      =			(np.array(UpperCamelCase_					) - np.array(UpperCamelCase_					)).tolist()
  UpperCamelCase      =			matop.subtract(UpperCamelCase_       ,				UpperCamelCase_					)
  assert theo == act
 else:
  with pytest.raises(UpperCamelCase_					):
   logger.info(f"""\n\t{test_subtraction.__name__} with different matrix dims"""					)
   assert matop.subtract(UpperCamelCase_       ,				UpperCamelCase_					)





@pytest.mark.mat_ops
@pytest.mark.parametrize(
    ("""mat1""", """mat2""")       ,				[(mat_a, mat_b), (mat_c, mat_d), (mat_d, mat_e), (mat_f, mat_h)]					)
def  lowercase(  UpperCamelCase_       ,				UpperCamelCase_					)		->  Dict:







 '''simple docstring'''
 if (np.array(UpperCamelCase_					)).shape < (2, 2) or (np.array(UpperCamelCase_					)).shape < (2, 2):
  logger.info(f"""\n\t{test_multiplication.__name__} returned integer"""					)
  with pytest.raises(UpperCamelCase_					):
   matop.add(UpperCamelCase_       ,				UpperCamelCase_					)
 elif (np.array(UpperCamelCase_					)).shape == (np.array(UpperCamelCase_					)).shape:
  logger.info(f"""\n\t{test_multiplication.__name__} meets dim requirements"""					)
  UpperCamelCase      =			(np.matmul(UpperCamelCase_       ,				UpperCamelCase_					)).tolist()
  UpperCamelCase      =			matop.multiply(UpperCamelCase_       ,				UpperCamelCase_					)
  assert theo == act
 else:
  with pytest.raises(UpperCamelCase_					):
   logger.info(
       f"""\n\t{test_multiplication.__name__} does not meet dim requirements"""					)
   assert matop.subtract(UpperCamelCase_       ,				UpperCamelCase_					)





@pytest.mark.mat_ops
def  lowercase(  )		->  int:







 '''simple docstring'''
 UpperCamelCase      =			(3.5 * np.array(UpperCamelCase_					)).tolist()
 UpperCamelCase      =			matop.scalar_multiply(UpperCamelCase_       ,				3.5					)
 assert theo == act





@pytest.mark.mat_ops
def  lowercase(  )		->  int:







 '''simple docstring'''
 UpperCamelCase      =			(np.identity(5					)).tolist()
 UpperCamelCase      =			matop.identity(5					)
 assert theo == act





@pytest.mark.mat_ops
@pytest.mark.parametrize("""mat"""       ,				[mat_a, mat_b, mat_c, mat_d, mat_e, mat_f]					)
def  lowercase(  UpperCamelCase_					)		->  List[Any]:







 '''simple docstring'''
 if (np.array(UpperCamelCase_					)).shape < (2, 2):
  with pytest.raises(UpperCamelCase_					):
   logger.info(f"""\n\t{test_transpose.__name__} returned integer"""					)
   matop.transpose(UpperCamelCase_					)
 else:
  UpperCamelCase      =			(np.transpose(UpperCamelCase_					)).tolist()
  UpperCamelCase      =			matop.transpose(UpperCamelCase_       ,				return_map=UpperCamelCase_					)
  assert theo == act

import unittest

from datasets import load_dataset

from transformers import load_tool

from .test_tools_common import ToolTesterMixin
class SCREAMING_SNAKE_CASE_		(			unittest.TestCase     ,    __lowerCAmelCase		):







   def 	lowerCamelCase_  (    self	:	Optional[Any]							):





    """simple docstring"""


    UpperCamelCase      =			load_tool("""document-question-answering"""							)
    self.tool.setup()
    UpperCamelCase      =			load_tool("""document-question-answering"""      ,      remote=lowerCamelCase_							)







   def 	lowerCamelCase_  (    self	:	Optional[Any]							):





    """simple docstring"""


    UpperCamelCase      =			load_dataset("""hf-internal-testing/example-documents"""      ,      split="""test"""							)
    UpperCamelCase      =			dataset[0]["""image"""]

    UpperCamelCase      =			self.tool(lowerCamelCase_      ,      """When is the coffee break?"""							)
    self.assertEqual(lowerCamelCase_      ,      """11-14 to 11:39 a.m."""							)







   def 	lowerCamelCase_  (    self	:	Union[str, Any]							):





    """simple docstring"""


    UpperCamelCase      =			load_dataset("""hf-internal-testing/example-documents"""      ,      split="""test"""							)
    UpperCamelCase      =			dataset[0]["""image"""]

    UpperCamelCase      =			self.remote_tool(lowerCamelCase_      ,      """When is the coffee break?"""							)
    self.assertEqual(lowerCamelCase_      ,      """11-14 to 11:39 a.m."""							)







   def 	lowerCamelCase_  (    self	:	int							):





    """simple docstring"""


    UpperCamelCase      =			load_dataset("""hf-internal-testing/example-documents"""      ,      split="""test"""							)
    UpperCamelCase      =			dataset[0]["""image"""]

    self.tool(document=lowerCamelCase_      ,      question="""When is the coffee break?"""							)







   def 	lowerCamelCase_  (    self	:	Any							):





    """simple docstring"""


    UpperCamelCase      =			load_dataset("""hf-internal-testing/example-documents"""      ,      split="""test"""							)
    UpperCamelCase      =			dataset[0]["""image"""]

    UpperCamelCase      =			self.remote_tool(document=lowerCamelCase_      ,      question="""When is the coffee break?"""							)
    self.assertEqual(lowerCamelCase_      ,      """11-14 to 11:39 a.m."""							)
