
import json
import os
from datetime import date
from pathlib import Path

from tabulate import DataRow, TableFormat, tabulate


_lowerCamelCase       :				Any       =			TableFormat(
    lineabove=None,
    linebelowheader=None,
    linebetweenrows=None,
    linebelow=None,
    headerrow=DataRow('''''', '''|''', '''|'''),
    datarow=DataRow('''''', '''|''', '''|'''),
    padding=1,
    with_header_hide=None,
)


_lowerCamelCase       :				Dict       =			[]
_lowerCamelCase       :				List[str]       =			[]

_lowerCamelCase       :				List[str]       =			{'''type''': '''section''', '''text''': {'''type''': '''plain_text''', '''text''': '''No failed tests! 🤗''', '''emoji''': True}}

_lowerCamelCase       :				Optional[Any]       =			[
    {
        '''type''': '''header''',
        '''text''': {
            '''type''': '''plain_text''',
            '''text''': F'🤗 Accelerate nightly {os.environ.get("TEST_TYPE", "")} test results',
            '''emoji''': True,
        },
    }
]

_lowerCamelCase       :				Optional[Any]       =			0
for log in Path().glob('''*.log'''):
			_lowerCamelCase       :				List[Any]       =			0
			with open(log, '''r''') as f:
						for line in f:
									_lowerCamelCase       :				Any       =			json.loads(line)
									if line.get('''nodeid''', '''''') != "":
												_lowerCamelCase       :				int       =			line['''nodeid''']
												if line.get('''duration''', None) is not None:
															_lowerCamelCase       :				Optional[Any]       =			F'{line["duration"]:.4f}'
															if line.get('''outcome''', '''''') == "failed":
																		section_num_failed += 1
																		failed.append([test, duration, log.name.split('''_''')[0]])
																		total_num_failed += 1
			group_info.append([str(log), section_num_failed, failed])
			_lowerCamelCase       :				List[str]       =			[]
			log.unlink()

_lowerCamelCase       :				List[Any]       =			''''''
_lowerCamelCase       :				str       =			[]
if total_num_failed > 0:
			for name, num_failed, failed_tests in group_info:
						if num_failed > 0:
									if num_failed == 1:
												message += F"*{name[1:]}: {num_failed} failed test*\n"
									else:
												message += F"*{name[1:]}: {num_failed} failed tests*\n"
									_lowerCamelCase       :				Any       =			[]
									_lowerCamelCase       :				Union[str, Any]       =			{}
									for test in failed_tests:
												_lowerCamelCase       :				List[str]       =			test[0].split('''::''')
												_lowerCamelCase       :				Tuple       =			data[0].split('''/''')[-1]
												if data[0] not in filesafailed:
															_lowerCamelCase       :				Dict       =			[data[1:]]
												else:
															filesafailed[data[0]] += [data[1:]]
												failed_table.append(data)

									_lowerCamelCase       :				List[str]       =			[test[0] for test in failed_table]
									_lowerCamelCase       :				Optional[Any]       =			list(set(files))
									# Count number of instances in failed_tests
									_lowerCamelCase       :				List[str]       =			[]
									for file in individual_files:
												table.append([file, len(filesafailed[file])])

									_lowerCamelCase       :				str       =			tabulate(
									    table,
									    headers=['''Test Location''', '''Num Failed'''],
									    tablefmt=hf_table_format,
									    stralign='''right''',
									)
									message += F"\n```\n{failed_table}\n```"
									all_filesafailed.append(filesafailed)
			if len(message) > 3_000:
						_lowerCamelCase       :				Optional[int]       =			'''Too many failed tests, please see the full report in the Action results.'''
						_lowerCamelCase       :				List[str]       =			len(err) + 10
						_lowerCamelCase       :				Optional[Any]       =			message[: 3_000 - offset] + F'\n...\n```\n{err}'
			print(F'### {message}')
else:
			_lowerCamelCase       :				str       =			'''No failed tests! 🤗'''
			print(F'## {message}')
			payload.append(no_error_payload)

if os.environ.get('''TEST_TYPE''', '''''') != "":
			from slack_sdk import WebClient

			_lowerCamelCase       :				Tuple       =			WebClient(token=os.environ['''SLACK_API_TOKEN'''])
			if message != "No failed tests! 🤗":
						_lowerCamelCase       :				List[Any]       =			{
						    '''type''': '''section''',
						    '''text''': {
						        '''type''': '''mrkdwn''',
						        '''text''': message,
						    },
						}
						payload.append(md_report)
						_lowerCamelCase       :				int       =			{
						    '''type''': '''section''',
						    '''text''': {
						        '''type''': '''mrkdwn''',
						        '''text''': '''*For more details:*''',
						    },
						    '''accessory''': {
						        '''type''': '''button''',
						        '''text''': {
						            '''type''': '''plain_text''',
						            '''text''': '''Check Action results''',
						            '''emoji''': True,
						        },
						        '''url''': F'https://github.com/{os.environ["GITHUB_REPOSITORY"]}/actions/runs/{os.environ["GITHUB_RUN_ID"]}',
						    },
						}
						payload.append(action_button)
						_lowerCamelCase       :				Optional[int]       =			{
						    '''type''': '''context''',
						    '''elements''': [
						        {
						            '''type''': '''plain_text''',
						            '''text''': F'Nightly {os.environ.get("TEST_TYPE")} test results for {date.today()}',
						        }
						    ],
						}
						payload.append(date_report)
			_lowerCamelCase       :				Optional[Any]       =			client.chat_postMessage(channel='''#accelerate-ci-daily''', text=message, blocks=payload)
			_lowerCamelCase       :				List[str]       =			response.data['''ts''']
			for failed_file in all_filesafailed:
						for test_location, test_failures in failed_file.items():
									# Keep only the first instance of the test name
									_lowerCamelCase       :				str       =			''''''
									for i, row in enumerate(test_failures):
												if row[0] != test_class:
															_lowerCamelCase       :				Dict       =			row[0]
												else:
															_lowerCamelCase       :				Optional[Any]       =			''''''

									_lowerCamelCase       :				Optional[Any]       =			{
									    '''type''': '''section''',
									    '''text''': {
									        '''type''': '''mrkdwn''',
									        '''text''': F'Test location: {test_location}\n```\n{tabulate(test_failures, headers=["Class", "Test"], tablefmt=hf_table_format, stralign="right")}\n```',
									    },
									}

									client.chat_postMessage(
									    channel='''#accelerate-ci-daily''',
									    thread_ts=ts,
									    blocks=[payload],
									)

from __future__ import annotations

from typing import Any




class    SCREAMING_SNAKE_CASE__     :





	'''simple docstring'''



	def __init__(  self	:    Tuple			,  lowercase	:    int			,  lowercase	:    int			,  lowercase	:    float = 0	):


				'''simple docstring'''


				_snake_case	,					_snake_case		=			row, column
				_snake_case		=			[[default_value for c in range(lowercase	)] for r in range(lowercase	)]



	def __str__(  self	:    int	):


				'''simple docstring'''


				_snake_case		=			f'''Matrix consist of {self.row} rows and {self.column} columns\n'''

				# Make string identifier
				_snake_case		=			0
				for row_vector in self.array:
							for obj in row_vector:
										_snake_case		=			max(lowercase			,  len(str(lowercase	)	)	)
				_snake_case		=			f'''%{max_element_length}s'''

				# Make string and return
				def single_line(lowercase	:    list[float]	) -> str:
							nonlocal string_format_identifier
							_snake_case		=			'['
							line += ", ".join(string_format_identifier % (obj,) for obj in row_vector	)
							line += "]"
							return line

				s += "\n".join(single_line(lowercase	) for row_vector in self.array	)
				return s



	def __repr__(  self	:    Dict	):


				'''simple docstring'''


				return str(self	)



	def  A							(  self	:    str			,  lowercase	:    tuple[int, int]	):


				'''simple docstring'''


				if not (isinstance(lowercase			,  (list, tuple)	) and len(lowercase	) == 2):
							return False
				elif not (0 <= loc[0] < self.row and 0 <= loc[1] < self.column):
							return False
				else:
							return True



	def __getitem__(  self	:    Dict			,  lowercase	:    tuple[int, int]	):


				'''simple docstring'''


				assert self.validate_indicies(lowercase	)
				return self.array[loc[0]][loc[1]]



	def __setitem__(  self	:    str			,  lowercase	:    tuple[int, int]			,  lowercase	:    float	):


				'''simple docstring'''


				assert self.validate_indicies(lowercase	)
				_snake_case		=			value



	def __add__(  self	:    str			,  lowercase	:    Matrix	):


				'''simple docstring'''


				assert isinstance(lowercase			,  lowercase	)
				assert self.row == another.row and self.column == another.column

				# Add
				_snake_case		=			Matrix(self.row			,  self.column	)
				for r in range(self.row	):
							for c in range(self.column	):
										_snake_case		=			self[r, c] + another[r, c]
				return result



	def __neg__(  self	:    Tuple	):


				'''simple docstring'''


				_snake_case		=			Matrix(self.row			,  self.column	)
				for r in range(self.row	):
							for c in range(self.column	):
										_snake_case		=			-self[r, c]
				return result



	def __sub__(  self	:    List[str]			,  lowercase	:    Matrix	):


				'''simple docstring'''


				return self + (-another)



	def __mul__(  self	:    Dict			,  lowercase	:    int | float | Matrix	):


				'''simple docstring'''


				if isinstance(lowercase			,  (int, float)	):  # Scalar multiplication
							_snake_case		=			Matrix(self.row			,  self.column	)
							for r in range(self.row	):
										for c in range(self.column	):
													_snake_case		=			self[r, c] * another
							return result
				elif isinstance(lowercase			,  lowercase	):  # Matrix multiplication
							assert self.column == another.row
							_snake_case		=			Matrix(self.row			,  another.column	)
							for r in range(self.row	):
										for c in range(another.column	):
													for i in range(self.column	):
																result[r, c] += self[r, i] * another[i, c]
							return result
				else:
							_snake_case		=			f'''Unsupported type given for another ({type(lowercase	)})'''
							raise TypeError(lowercase	)



	def  A							(  self	:    Optional[Any]	):


				'''simple docstring'''


				_snake_case		=			Matrix(self.column			,  self.row	)
				for r in range(self.row	):
							for c in range(self.column	):
										_snake_case		=			self[r, c]
				return result





	def  A							(  self	:    List[Any]			,  lowercase	:    Matrix			,  lowercase	:    Matrix	):


				'''simple docstring'''


				assert isinstance(lowercase			,  lowercase	) and isinstance(lowercase			,  lowercase	)
				assert self.row == self.column == u.row == v.row  # u, v should be column vector
				assert u.column == v.column == 1  # u, v should be column vector

				# Calculate
				_snake_case		=			v.transpose()
				_snake_case		=			(v_t * self * u)[0, 0] + 1
				if numerator_factor == 0:
							return None  # It's not invertable
				return self - ((self * u) * (v_t * self) * (1.0 / numerator_factor))


# Testing
if __name__ == "__main__":






			def        a_		(       ) ->  None:
						# a^(-1)
						_snake_case		=			Matrix(3       ,					3       ,					0 )
						for i in range(3 ):
									_snake_case		=			1
						print(f'''a^(-1) is {ainv}''' )
						# u, v
						_snake_case		=			Matrix(3       ,					1       ,					0 )
						_snake_case	,					_snake_case	,					_snake_case		=			1, 2, -3
						_snake_case		=			Matrix(3       ,					1       ,					0 )
						_snake_case	,					_snake_case	,					_snake_case		=			4, -2, 5
						print(f'''u is {u}''' )
						print(f'''v is {v}''' )
						print(f'''uv^T is {u * v.transpose()}''' )
						# Sherman Morrison
						print(f'''(a + uv^T)^(-1) is {ainv.sherman_morrison(__lowercase       ,					__lowercase )}''' )






			def        a_		(       ) ->  None:
						import doctest

						doctest.testmod()

			testa()