


import math




def     __SCREAMING_SNAKE_CASE							(       lowercase_      ,       lowercase_ = 0      ,       lowercase_ = 0      )		->     list:




						'''simple docstring'''







						__UpperCAmelCase			:							List[Any]	    =	end or len(lowercase_      )
						for i in range(lowercase_      ,       lowercase_      ):
												__UpperCAmelCase			:							Tuple	    =	i
												__UpperCAmelCase			:							Any	    =	array[i]
												while temp_index != start and temp_index_value < array[temp_index - 1]:
																		__UpperCAmelCase			:							List[str]	    =	array[temp_index - 1]
																		temp_index -= 1
												__UpperCAmelCase			:							List[str]	    =	temp_index_value
						return array




def     __SCREAMING_SNAKE_CASE							(       lowercase_      ,       lowercase_      ,       lowercase_      )		->     None:  # Max Heap




						'''simple docstring'''







						__UpperCAmelCase			:							Dict	    =	index
						__UpperCAmelCase			:							Tuple	    =	2 * index + 1  # Left Node
						__UpperCAmelCase			:							Optional[Any]	    =	2 * index + 2  # Right Node

						if left_index < heap_size and array[largest] < array[left_index]:
												__UpperCAmelCase			:							Dict	    =	left_index

						if right_index < heap_size and array[largest] < array[right_index]:
												__UpperCAmelCase			:							Dict	    =	right_index

						if largest != index:
												__UpperCAmelCase    ,      __UpperCAmelCase			:							Any	    =	array[largest], array[index]
												heapify(lowercase_      ,       lowercase_      ,       lowercase_      )




def     __SCREAMING_SNAKE_CASE							(       lowercase_      )		->     list:




						'''simple docstring'''







						__UpperCAmelCase			:							Optional[int]	    =	len(lowercase_      )

						for i in range(n // 2      ,       -1      ,       -1      ):
												heapify(lowercase_      ,       lowercase_      ,       lowercase_      )

						for i in range(n - 1      ,       0      ,       -1      ):
												__UpperCAmelCase    ,      __UpperCAmelCase			:							Union[str, Any]	    =	array[0], array[i]
												heapify(lowercase_      ,       0      ,       lowercase_      )

						return array




def     __SCREAMING_SNAKE_CASE							(       lowercase_      ,       lowercase_      ,       lowercase_      ,       lowercase_      )		->     int:




						'''simple docstring'''







						if (array[first_index] > array[middle_index]) != (
						    array[first_index] > array[last_index]
						):
												return array[first_index]
						elif (array[middle_index] > array[first_index]) != (
						    array[middle_index] > array[last_index]
						):
												return array[middle_index]
						else:
												return array[last_index]




def     __SCREAMING_SNAKE_CASE							(       lowercase_      ,       lowercase_      ,       lowercase_      ,       lowercase_      )		->     int:




						'''simple docstring'''







						__UpperCAmelCase			:							Optional[Any]	    =	low
						__UpperCAmelCase			:							Union[str, Any]	    =	high
						while True:
												while array[i] < pivot:
																		i += 1
												j -= 1
												while pivot < array[j]:
																		j -= 1
												if i >= j:
																		return i
												__UpperCAmelCase    ,      __UpperCAmelCase			:							Optional[Any]	    =	array[j], array[i]
												i += 1




def     __SCREAMING_SNAKE_CASE							(       lowercase_      )		->     list:




						'''simple docstring'''







						if len(lowercase_      ) == 0:
												return array
						__UpperCAmelCase			:							List[Any]	    =	2 * math.ceil(math.loga(len(lowercase_      )      )      )
						__UpperCAmelCase			:							Tuple	    =	16
						return intro_sort(lowercase_      ,       0      ,       len(lowercase_      )      ,       lowercase_      ,       lowercase_      )




def     __SCREAMING_SNAKE_CASE							(       lowercase_      ,       lowercase_      ,       lowercase_      ,       lowercase_      ,       lowercase_      )		->     list:




						'''simple docstring'''







						while end - start > size_threshold:
												if max_depth == 0:
																		return heap_sort(lowercase_      )
												max_depth -= 1
												__UpperCAmelCase			:							List[Any]	    =	median_of_a(lowercase_      ,       lowercase_      ,       start + ((end - start) // 2) + 1      ,       end - 1      )
												__UpperCAmelCase			:							int	    =	partition(lowercase_      ,       lowercase_      ,       lowercase_      ,       lowercase_      )
												intro_sort(lowercase_      ,       lowercase_      ,       lowercase_      ,       lowercase_      ,       lowercase_      )
												__UpperCAmelCase			:							int	    =	p
						return insertion_sort(lowercase_      ,       lowercase_      ,       lowercase_      )


if __name__ == "__main__":
				import doctest

				doctest.testmod()

				lowerCAmelCase       		=    input("""Enter numbers separated by a comma : """).strip()
				lowerCAmelCase       		=    [float(item) for item in user_input.split(""",""")]
				print(sort(unsorted))





from __future__ import annotations

import requests

lowerCAmelCase       		=    set(
    """approved_at_utc approved_by author_flair_background_color
author_flair_css_class author_flair_richtext author_flair_template_id author_fullname
author_premium can_mod_post category clicked content_categories created_utc downs
edited gilded gildings hidden hide_score is_created_from_ads_ui is_meta
is_original_content is_reddit_media_domain is_video link_flair_css_class
link_flair_richtext link_flair_text link_flair_text_color media_embed mod_reason_title
name permalink pwls quarantine saved score secure_media secure_media_embed selftext
subreddit subreddit_name_prefixed subreddit_type thumbnail title top_awarded_type
total_awards_received ups upvote_ratio url user_reports""".split()
)




def     __SCREAMING_SNAKE_CASE							(       lowercase_      ,       lowercase_ = 1      ,       lowercase_ = "new"      ,       lowercase_ = None      )		->     dict:




						'''simple docstring'''







						__UpperCAmelCase			:							Tuple	    =	wanted_data or []
						if invalid_search_terms := ", ".join(sorted(set(lowercase_      ) - valid_terms      )      ):
												__UpperCAmelCase			:							List[Any]	    =	f"Invalid search term: {invalid_search_terms}"
												raise ValueError(lowercase_      )
						__UpperCAmelCase			:							Optional[int]	    =	requests.get(
						    f"https://reddit.com/r/{subreddit}/{age}.json?limit={limit}"      ,       headers={'''User-agent''': '''A random string'''}      ,       )
						if response.status_code == 429:
												raise requests.HTTPError

						__UpperCAmelCase			:							List[str]	    =	response.json()
						if not wanted_data:
												return {id_: data["data"]["children"][id_] for id_ in range(lowercase_      )}

						__UpperCAmelCase			:							List[Any]	    =	{}
						for id_ in range(lowercase_      ):
												__UpperCAmelCase			:							str	    =	{
												    item: data['''data''']['''children'''][id_]['''data'''][item] for item in wanted_data
												}
						return data_dict


if __name__ == "__main__":
				# If you get Error 429, that means you are rate limited.Try after some time
				print(get_subreddit_data("""learnpython""", wanted_data=["""title""", """url""", """selftext"""]))

