

'''simple docstring'''



from timeit import timeit

_UpperCamelCase						:  Optional[Any]							       =				{
    "MALAYALAM": True,
    "String": False,
    "rotor": True,
    "level": True,
    "A": True,
    "BB": True,
    "ABC": False,
    "amanaplanacanalpanama": True,  # "a man a plan a canal panama"
}
# Ensure our test data is valid
assert all((key == key[::-1]) is value for key, value in test_data.items())


def       snake_case   (	snake_case      : str			) ->  bool:


    """simple docstring"""


    lowerCAmelCase 						=							0
    lowerCAmelCase 						=							len(snake_case			) - 1
    while start_i < end_i:
        if s[start_i] == s[end_i]:
            start_i += 1
            end_i -= 1
        else:
            return False
    return True


def       snake_case   (	snake_case      : str			) ->  bool:


    """simple docstring"""


    lowerCAmelCase 						=							len(snake_case			) // 2
    lowerCAmelCase 						=							len(snake_case			)

    # We need to traverse till half of the length of string
    # as we can get access of the i'th last element from
    # i'th index.
    # eg: [0,1,2,3,4,5] => 4th index can be accessed
    # with the help of 1st index (i==n-i-1)
    # where n is length of string
    return all(s[i] == s[n - i - 1] for i in range(snake_case			)			)


def       snake_case   (	snake_case      : str			) ->  bool:


    """simple docstring"""


    if len(snake_case			) <= 2:
        return True
    if s[0] == s[len(snake_case			) - 1]:
        return is_palindrome_recursive(s[1:-1]			)
    else:
        return False


def       snake_case   (	snake_case      : str			) ->  bool:


    """simple docstring"""


    return s == s[::-1]


def       snake_case   (	snake_case      : str			) ->  None:


    """simple docstring"""


    lowerCAmelCase 						=							F'all({name}(key) is value for key, value in test_data.items())'
    lowerCAmelCase 						=							F'from __main__ import test_data, {name}'
    lowerCAmelCase 						=							500000
    lowerCAmelCase 						=							timeit(stmt=snake_case					,		setup=snake_case					,		number=snake_case			)
    print(F'{name:<35} finished {number:,} runs in {result:.5f} seconds'			)


if __name__ == "__main__":
     for key, value in test_data.items():
          assert is_palindrome(key) is is_palindrome_recursive(key)
          assert is_palindrome(key) is is_palindrome_slice(key)
          print(F"""{key:21} {value}""")
     print("a man a plan a canal panama")

     # finished 500,000 runs in 0.46793 seconds
     benchmark_function("is_palindrome_slice")
     # finished 500,000 runs in 0.85234 seconds
     benchmark_function("is_palindrome")
     # finished 500,000 runs in 1.32028 seconds
     benchmark_function("is_palindrome_recursive")
     # finished 500,000 runs in 2.08679 seconds
     benchmark_function("is_palindrome_traversal")








'''simple docstring'''



from dataclasses import dataclass
from typing import List, Optional, Union

import numpy as np
import torch

from ...utils import BaseOutput, OptionalDependencyNotAvailable, is_torch_available, is_transformers_available



@dataclass
class 				_snake_case					(   a_			):
  SCREAMING_SNAKE_CASE			:       Union[List[np.ndarray], torch.FloatTensor]


try:
     if not (is_transformers_available() and is_torch_available()):
          raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
     from ...utils.dummy_torch_and_transformers_objects import *  # noqa F403
else:
     from .pipeline_text_to_video_synth import TextToVideoSDPipeline
     from .pipeline_text_to_video_synth_imgaimg import VideoToVideoSDPipeline  # noqa: F401
     from .pipeline_text_to_video_zero import TextToVideoZeroPipeline





