




"""simple docstring"""
import argparse
import glob
import importlib.util
import os
import re

import black
from doc_builder.style_doc import style_docstrings_in_code


# All paths are set with the intent you should run this script from the root of the repo with the command
# python utils/check_copies.py
a_				:    List[Any]										=     '''src/diffusers'''
a_				:    int										=     '''.'''


# This is to make sure the diffusers module imported is the one in the repo.
a_				:    Any										=     importlib.util.spec_from_file_location(
    '''diffusers''',
    os.path.join(DIFFUSERS_PATH, '''__init__.py'''),
    submodule_search_locations=[DIFFUSERS_PATH],
)
a_				:    Optional[int]										=     spec.loader.load_module()





def 						UpperCAmelCase				(			A__:    List[Any]							,				A__:    Optional[int]     )  ->     Union[str, Any]:
			return line.startswith(lowerCamelCase_     ) or len(lowerCamelCase_     ) <= 1 or re.search(r'^\s*\)(\s*->.*:|:)\s*$'							,				lowerCamelCase_     ) is not None





def 						UpperCAmelCase				(			A__:    str     )  ->     Dict:
			__lowerCamelCase					:	Dict	       =				object_name.split('.'     )
			__lowerCamelCase					:	Any	       =				0

			# First let's find the module where our object lives.
			__lowerCamelCase					:	str	       =				parts[i]
			while i < len(lowerCamelCase_     ) and not os.path.isfile(os.path.join(lowerCamelCase_							,				f'''{module}.py'''     )     ):
						i += 1
						if i < len(lowerCamelCase_     ):
									__lowerCamelCase					:	Optional[int]	       =				os.path.join(lowerCamelCase_							,				parts[i]     )
			if i >= len(lowerCamelCase_     ):
						raise ValueError(f'''`object_name` should begin with the name of a module of diffusers but got {object_name}.'''     )

			with open(os.path.join(lowerCamelCase_							,				f'''{module}.py'''     )							,				'r'							,				encoding='utf-8'							,				newline='\n'     ) as f:
						__lowerCamelCase					:	List[str]	       =				f.readlines()

			# Now let's find the class / func in the code!
			__lowerCamelCase					:	int	       =				''
			__lowerCamelCase					:	Optional[int]	       =				0
			for name in parts[i + 1 :]:
						while (
						    line_index < len(lowerCamelCase_     ) and re.search(rf'''^{indent}(class|def)\s+{name}(\(|\:)'''							,				lines[line_index]     ) is None
						):
									line_index += 1
						indent += "    "
						line_index += 1

			if line_index >= len(lowerCamelCase_     ):
						raise ValueError(f''' {object_name} does not match any function or class in {module}.'''     )

			# We found the beginning of the class / func, now let's find the end (when the indent diminishes).
			__lowerCamelCase					:	Tuple	       =				line_index
			while line_index < len(lowerCamelCase_     ) and _should_continue(lines[line_index]							,				lowerCamelCase_     ):
						line_index += 1
			# Clean up empty lines at the end (if any).
			while len(lines[line_index - 1]     ) <= 1:
						line_index -= 1

			__lowerCamelCase					:	List[str]	       =				lines[start_index:line_index]
			return "".join(lowerCamelCase_     )


a_				:    Optional[int]										=     re.compile(R'''^(\s*)#\s*Copied from\s+diffusers\.(\S+\.\S+)\s*($|\S.*$)''')
a_				:    str										=     re.compile(R'''^\s*(\S+)->(\S+)(\s+.*|$)''')
a_				:    int										=     re.compile(R'''<FILL\s+[^>]*>''')





def 						UpperCAmelCase				(			A__:    Optional[Any]     )  ->     Union[str, Any]:
			__lowerCamelCase					:	Dict	       =				code.split('\n'     )
			__lowerCamelCase					:	List[Any]	       =				0
			while idx < len(lowerCamelCase_     ) and len(lines[idx]     ) == 0:
						idx += 1
			if idx < len(lowerCamelCase_     ):
						return re.search(r'^(\s*)\S'							,				lines[idx]     ).groups()[0]
			return ""





def 						UpperCAmelCase				(			A__:    Tuple     )  ->     str:
			__lowerCamelCase					:	Dict	       =				len(get_indent(lowerCamelCase_     )     ) > 0
			if has_indent:
						__lowerCamelCase					:	Dict	       =				f'''class Bla:\n{code}'''
			__lowerCamelCase					:	Union[str, Any]	       =				black.Mode(target_versions={black.TargetVersion.PYaa}							,				line_length=119							,				preview=lowerCamelCase_     )
			__lowerCamelCase					:	Tuple	       =				black.format_str(lowerCamelCase_							,				mode=lowerCamelCase_     )
			__lowerCamelCase					:	Any	       =				style_docstrings_in_code(lowerCamelCase_     )
			return result[len('class Bla:\n'     ) :] if has_indent else result





def 						UpperCAmelCase				(			A__:    List[Any]							,				A__:    List[Any]=False     )  ->     Dict:
			with open(lowerCamelCase_							,				'r'							,				encoding='utf-8'							,				newline='\n'     ) as f:
						__lowerCamelCase					:	Optional[int]	       =				f.readlines()
			__lowerCamelCase					:	List[Any]	       =				[]
			__lowerCamelCase					:	Tuple	       =				0
			# Not a for loop cause `lines` is going to change (if `overwrite=True`).
			while line_index < len(lowerCamelCase_     ):
						__lowerCamelCase					:	Any	       =				_re_copy_warning.search(lines[line_index]     )
						if search is None:
									line_index += 1
									continue

						# There is some copied code here, let's retrieve the original.
						__lowerCamelCase					:	Tuple	       =				search.groups()
						__lowerCamelCase					:	Optional[Any]	       =				find_code_in_diffusers(lowerCamelCase_     )
						__lowerCamelCase					:	Dict	       =				get_indent(lowerCamelCase_     )

						__lowerCamelCase					:	Optional[Any]	       =				line_index + 1 if indent == theoretical_indent else line_index + 2
						__lowerCamelCase					:	Optional[int]	       =				theoretical_indent
						__lowerCamelCase					:	Tuple	       =				start_index

						# Loop to check the observed code, stop when indentation diminishes or if we see a End copy comment.
						__lowerCamelCase					:	List[Any]	       =				True
						while line_index < len(lowerCamelCase_     ) and should_continue:
									line_index += 1
									if line_index >= len(lowerCamelCase_     ):
												break
									__lowerCamelCase					:	Dict	       =				lines[line_index]
									__lowerCamelCase					:	List[str]	       =				_should_continue(lowerCamelCase_							,				lowerCamelCase_     ) and re.search(f'''^{indent}# End copy'''							,				lowerCamelCase_     ) is None
						# Clean up empty lines at the end (if any).
						while len(lines[line_index - 1]     ) <= 1:
									line_index -= 1

						__lowerCamelCase					:	str	       =				lines[start_index:line_index]
						__lowerCamelCase					:	Dict	       =				''.join(lowerCamelCase_     )

						# Remove any nested `Copied from` comments to avoid circular copies
						__lowerCamelCase					:	List[Any]	       =				[line for line in theoretical_code.split('\n'     ) if _re_copy_warning.search(lowerCamelCase_     ) is None]
						__lowerCamelCase					:	Dict	       =				'\n'.join(lowerCamelCase_     )

						# Before comparing, use the `replace_pattern` on the original code.
						if len(lowerCamelCase_     ) > 0:
									__lowerCamelCase					:	List[str]	       =				replace_pattern.replace('with'							,				''     ).split(','     )
									__lowerCamelCase					:	Optional[int]	       =				[_re_replace_pattern.search(lowerCamelCase_     ) for p in patterns]
									for pattern in patterns:
												if pattern is None:
															continue
												__lowerCamelCase					:	List[str]	       =				pattern.groups()
												__lowerCamelCase					:	Optional[Any]	       =				re.sub(lowerCamelCase_							,				lowerCamelCase_							,				lowerCamelCase_     )
												if option.strip() == "all-casing":
															__lowerCamelCase					:	Union[str, Any]	       =				re.sub(obja.lower()							,				obja.lower()							,				lowerCamelCase_     )
															__lowerCamelCase					:	Tuple	       =				re.sub(obja.upper()							,				obja.upper()							,				lowerCamelCase_     )

            # Blackify after replacement. To be able to do that, we need the header (class or function definition)
            # from the previous line
									__lowerCamelCase					:	Optional[Any]	       =				blackify(lines[start_index - 1] + theoretical_code     )
									__lowerCamelCase					:	List[str]	       =				theoretical_code[len(lines[start_index - 1]     ) :]

						# Test for a diff and act accordingly.
						if observed_code != theoretical_code:
									diffs.append([object_name, start_index]     )
									if overwrite:
												__lowerCamelCase					:	int	       =				lines[:start_index] + [theoretical_code] + lines[line_index:]
												__lowerCamelCase					:	str	       =				start_index + 1

			if overwrite and len(lowerCamelCase_     ) > 0:
						# Warn the user a file has been modified.
						print(f'''Detected changes, rewriting {filename}.'''     )
						with open(lowerCamelCase_							,				'w'							,				encoding='utf-8'							,				newline='\n'     ) as f:
									f.writelines(lowerCamelCase_     )
			return diffs





def 						UpperCAmelCase				(			A__:    Tuple = False     )  ->     Dict:
			__lowerCamelCase					:	List[Any]	       =				glob.glob(os.path.join(lowerCamelCase_							,				'**/*.py'     )							,				recursive=lowerCamelCase_     )
			__lowerCamelCase					:	Tuple	       =				[]
			for filename in all_files:
						__lowerCamelCase					:	int	       =				is_copy_consistent(lowerCamelCase_							,				lowerCamelCase_     )
						diffs += [f'''- {filename}: copy does not match {d[0]} at line {d[1]}''' for d in new_diffs]
			if not overwrite and len(lowerCamelCase_     ) > 0:
						__lowerCamelCase					:	int	       =				'\n'.join(lowerCamelCase_     )
						raise Exception(
						    'Found the following copy inconsistencies:\n'
						    + diff
						    + '\nRun `make fix-copies` or `python utils/check_copies.py --fix_and_overwrite` to fix them.'     )


if __name__ == "__main__":
					a_				:    int										=     argparse.ArgumentParser()
					parser.add_argument('''--fix_and_overwrite''', action='''store_true''', help='''Whether to fix inconsistencies.''')
					a_				:    List[Any]										=     parser.parse_args()

					check_copies(args.fix_and_overwrite)









"""simple docstring"""
from __future__ import annotations

import pandas as pd





def 						UpperCAmelCase				(			A__:    list[int]							,				A__:    list[int]							,				A__:    int     )  ->     list[int]:
			__lowerCamelCase					:	List[Any]	       =				[0] * no_of_processes
			__lowerCamelCase					:	Any	       =				[0] * no_of_processes
			# Copy the burst time into remaining_time[]
			for i in range(A__     ):
						__lowerCamelCase					:	Dict	       =				burst_time[i]

			__lowerCamelCase					:	Any	       =				0
			__lowerCamelCase					:	Tuple	       =				0
			__lowerCamelCase					:	Union[str, Any]	       =				999999999
			__lowerCamelCase					:	str	       =				0
			__lowerCamelCase					:	Optional[int]	       =				False

			# Process until all processes are completed
			while complete != no_of_processes:
						for j in range(A__     ):
									if arrival_time[j] <= increment_time and remaining_time[j] > 0:
												if remaining_time[j] < minm:
															__lowerCamelCase					:	List[Any]	       =				remaining_time[j]
															__lowerCamelCase					:	List[str]	       =				j
															__lowerCamelCase					:	Optional[int]	       =				True

						if not check:
									increment_time += 1
									continue
						remaining_time[short] -= 1

						__lowerCamelCase					:	Optional[Any]	       =				remaining_time[short]
						if minm == 0:
									__lowerCamelCase					:	Optional[int]	       =				999999999

						if remaining_time[short] == 0:
									complete += 1
									__lowerCamelCase					:	List[str]	       =				False

									# Find finish time of current process
									__lowerCamelCase					:	Dict	       =				increment_time + 1

									# Calculate waiting time
									__lowerCamelCase					:	Any	       =				finish_time - arrival_time[short]
									__lowerCamelCase					:	Dict	       =				finar - burst_time[short]

									if waiting_time[short] < 0:
												__lowerCamelCase					:	Optional[Any]	       =				0

        # Increment time
						increment_time += 1
			return waiting_time





def 						UpperCAmelCase				(			A__:    list[int]							,				A__:    int							,				A__:    list[int]     )  ->     list[int]:
			__lowerCamelCase					:	List[Any]	       =				[0] * no_of_processes
			for i in range(A__     ):
						__lowerCamelCase					:	Tuple	       =				burst_time[i] + waiting_time[i]
			return turn_around_time





def 						UpperCAmelCase				(			A__:    list[int]							,				A__:    list[int]							,				A__:    int     )  ->     None:
			__lowerCamelCase					:	int	       =				0
			__lowerCamelCase					:	Dict	       =				0
			for i in range(A__     ):
						__lowerCamelCase					:	str	       =				total_waiting_time + waiting_time[i]
						__lowerCamelCase					:	Union[str, Any]	       =				total_turn_around_time + turn_around_time[i]
			print(f'''Average waiting time = {total_waiting_time / no_of_processes:.5f}'''     )
			print('Average turn around time ='							,				total_turn_around_time / no_of_processes     )


if __name__ == "__main__":
					print('''Enter how many process you want to analyze''')
					a_				:    int										=     int(input())
					a_				:    List[str]										=     [0] * no_of_processes
					a_				:    int										=     [0] * no_of_processes
					a_				:    int										=     list(range(1, no_of_processes + 1))

					for i in range(no_of_processes):
										print('''Enter the arrival time and burst time for process:--''' + str(i + 1))
										a_						,							a_				:    Union[str, Any]										=     map(int, input().split())

					a_				:    Any										=     calculate_waitingtime(arrival_time, burst_time, no_of_processes)

					a_				:    List[str]										=     burst_time
					a_				:    List[Any]										=     no_of_processes
					a_				:    Tuple										=     waiting_time
					a_				:    Optional[Any]										=     calculate_turnaroundtime(bt, n, wt)

					calculate_average_times(waiting_time, turn_around_time, no_of_processes)

					a_				:    List[Any]										=     pd.DataFrame(
					    list(zip(processes, burst_time, arrival_time, waiting_time, turn_around_time)),
					    columns=[
					        '''Process''',
					        '''BurstTime''',
					        '''ArrivalTime''',
					        '''WaitingTime''',
					        '''TurnAroundTime''',
					    ],
					)

					# Printing the dataFrame
					pd.set_option('''display.max_rows''', fcfs.shape[0] + 1)
					print(fcfs)



