"""simple docstring"""
import hashlib
import unittest

from transformers import MODEL_FOR_DEPTH_ESTIMATION_MAPPING, is_torch_available, is_vision_available
from transformers.pipelines import DepthEstimationPipeline, pipeline
from transformers.testing_utils import (
    is_pipeline_test,
    nested_simplify,
    require_tf,
    require_timm,
    require_torch,
    require_vision,
    slow,
)

from .test_pipelines_common import ANY


if is_torch_available():
					import torch

if is_vision_available():
					from PIL import Image
else:



					class   lowerCAmelCase_    :



									"""simple docstring"""

									@staticmethod
									def 		snake_case (				*lowerCAmelCase		,    **lowerCAmelCase    ):






															"""simple docstring"""

															pass





def    lowerCAmelCase__    (			_UpperCamelCase       :				Image					)					->				str:





						"""simple docstring"""






						snake_case								=			hashlib.mda(image.tobytes()					)
						return m.hexdigest()



@is_pipeline_test
@require_vision
@require_timm
@require_torch
class   lowerCAmelCase_    (			unittest.TestCase					):



				"""simple docstring"""
				_lowerCAmelCase     :    List[Any]			  =						MODEL_FOR_DEPTH_ESTIMATION_MAPPING

				def 		snake_case (				self		,    lowerCAmelCase		,    lowerCAmelCase		,    lowerCAmelCase    ):






										"""simple docstring"""

										snake_case								=			DepthEstimationPipeline(model=lowerCAmelCase		,    image_processor=lowerCAmelCase    )
										return depth_estimator, [
										    "./tests/fixtures/tests_samples/COCO/000000039769.png",
										    "./tests/fixtures/tests_samples/COCO/000000039769.png",
										]

				def 		snake_case (				self		,    lowerCAmelCase		,    lowerCAmelCase    ):






										"""simple docstring"""

										snake_case								=			depth_estimator('./tests/fixtures/tests_samples/COCO/000000039769.png'    )
										self.assertEqual({'predicted_depth': ANY(torch.Tensor    ), 'depth': ANY(Image.Image    )}		,    lowerCAmelCase    )
										import datasets

										snake_case								=			datasets.load_dataset('hf-internal-testing/fixtures_image_utils'		,    'image'		,    split='test'    )
										snake_case								=			depth_estimator(
										    [
										        Image.open('./tests/fixtures/tests_samples/COCO/000000039769.png'    ),
										        'http://images.cocodataset.org/val2017/000000039769.jpg',
										        # RGBA
										        dataset[0]['file'],
										        # LA
										        dataset[1]['file'],
										        # L
										        dataset[2]['file'],
										    ]    )
										self.assertEqual(
										    [
										        {'predicted_depth': ANY(torch.Tensor    ), 'depth': ANY(Image.Image    )},
										        {'predicted_depth': ANY(torch.Tensor    ), 'depth': ANY(Image.Image    )},
										        {'predicted_depth': ANY(torch.Tensor    ), 'depth': ANY(Image.Image    )},
										        {'predicted_depth': ANY(torch.Tensor    ), 'depth': ANY(Image.Image    )},
										        {'predicted_depth': ANY(torch.Tensor    ), 'depth': ANY(Image.Image    )},
										    ]		,    lowerCAmelCase		,    )

				@require_tf
				@unittest.skip('Depth estimation is not implemented in TF'    )
				def 		snake_case (				self    ):






										"""simple docstring"""

										pass

				@slow
				@require_torch
				def 		snake_case (				self    ):






										"""simple docstring"""

										snake_case								=			'Intel/dpt-large'
										snake_case								=			pipeline('depth-estimation'		,    model=lowerCAmelCase    )
										snake_case								=			depth_estimator('http://images.cocodataset.org/val2017/000000039769.jpg'    )
										snake_case								=			hashimage(outputs['depth']    )

										# This seems flaky.
										# self.assertEqual(outputs["depth"], "1a39394e282e9f3b0741a90b9f108977")
										self.assertEqual(nested_simplify(outputs['predicted_depth'].max().item()    )		,    29.3_04    )
										self.assertEqual(nested_simplify(outputs['predicted_depth'].min().item()    )		,    2.6_62    )

				@require_torch
				def 		snake_case (				self    ):






										"""simple docstring"""

										self.skipTest('There is not hf-internal-testing tiny model for either GLPN nor DPT'    )



"""simple docstring"""
import os
import string
import sys


SCREAMING_SNAKE_CASE__      						=  1 << 8

SCREAMING_SNAKE_CASE__      						=  {
    "tab": ord("\t"),
    "newline": ord("\r"),
    "esc": 27,
    "up": 65 + ARROW_KEY_FLAG,
    "down": 66 + ARROW_KEY_FLAG,
    "right": 67 + ARROW_KEY_FLAG,
    "left": 68 + ARROW_KEY_FLAG,
    "mod_int": 91,
    "undefined": sys.maxsize,
    "interrupt": 3,
    "insert": 50,
    "delete": 51,
    "pg_up": 53,
    "pg_down": 54,
}

SCREAMING_SNAKE_CASE__      						=  KEYMAP["up"]
SCREAMING_SNAKE_CASE__      						=  KEYMAP["left"]

if sys.platform == "win32":
					SCREAMING_SNAKE_CASE__      						=  []
					SCREAMING_SNAKE_CASE__      						=  {
					    b"\xe0H": KEYMAP["up"] - ARROW_KEY_FLAG,
					    b"\x00H": KEYMAP["up"] - ARROW_KEY_FLAG,
					    b"\xe0P": KEYMAP["down"] - ARROW_KEY_FLAG,
					    b"\x00P": KEYMAP["down"] - ARROW_KEY_FLAG,
					    b"\xe0M": KEYMAP["right"] - ARROW_KEY_FLAG,
					    b"\x00M": KEYMAP["right"] - ARROW_KEY_FLAG,
					    b"\xe0K": KEYMAP["left"] - ARROW_KEY_FLAG,
					    b"\x00K": KEYMAP["left"] - ARROW_KEY_FLAG,
					}

for i in range(10):
					SCREAMING_SNAKE_CASE__      						=  ord(str(i))





def    lowerCAmelCase__    (			)					->				List[Any]:





						"""simple docstring"""






						if os.name == "nt":
												import msvcrt

												snake_case								=			'mbcs'
												# Flush the keyboard buffer
												while msvcrt.kbhit():
																		msvcrt.getch()
												if len(_UpperCamelCase					) == 0:
																		# Read the keystroke
																		snake_case								=			msvcrt.getch()

																		# If it is a prefix char, get second part
																		if ch in (b"\x00", b"\xe0"):
																								snake_case								=			ch + msvcrt.getch()
																								# Translate actual Win chars to bullet char types
																								try:
																														snake_case								=			chr(WIN_KEYMAP[cha]					)
																														WIN_CH_BUFFER.append(chr(KEYMAP['mod_int']					)					)
																														WIN_CH_BUFFER.append(_UpperCamelCase					)
																														if ord(_UpperCamelCase					) in (
																														    KEYMAP["insert"] - 1 << 9,
																														    KEYMAP["delete"] - 1 << 9,
																														    KEYMAP["pg_up"] - 1 << 9,
																														    KEYMAP["pg_down"] - 1 << 9,
																														):
																																				WIN_CH_BUFFER.append(chr(1_2_6					)					)
																														snake_case								=			chr(KEYMAP['esc']					)
																								except KeyError:
																														snake_case								=			cha[1]
																		else:
																								snake_case								=			ch.decode(_UpperCamelCase					)
												else:
																		snake_case								=			WIN_CH_BUFFER.pop(0					)
						elif os.name == "posix":
												import termios
												import tty

												snake_case								=			sys.stdin.fileno()
												snake_case								=			termios.tcgetattr(_UpperCamelCase					)
												try:
																		tty.setraw(_UpperCamelCase					)
																		snake_case								=			sys.stdin.read(1					)
												finally:
																		termios.tcsetattr(_UpperCamelCase ,			termios.TCSADRAIN ,			_UpperCamelCase					)
						return ch





def    lowerCAmelCase__    (			)					->				Union[str, Any]:





						"""simple docstring"""






						snake_case								=			get_raw_chars()
						if ord(_UpperCamelCase					) in [KEYMAP["interrupt"], KEYMAP["newline"]]:
												return char

						elif ord(_UpperCamelCase					) == KEYMAP["esc"]:
												snake_case								=			get_raw_chars()
												if ord(_UpperCamelCase					) == KEYMAP["mod_int"]:
																		snake_case								=			get_raw_chars()
																		if ord(_UpperCamelCase					) >= KEYMAP["arrow_begin"] - ARROW_KEY_FLAG and ord(_UpperCamelCase					) <= KEYMAP["arrow_end"] - ARROW_KEY_FLAG:
																								return chr(ord(_UpperCamelCase					) + ARROW_KEY_FLAG					)
																		else:
																								return KEYMAP["undefined"]
												else:
																		return get_raw_chars()

						else:
												if char in string.printable:
																		return char
												else:
																		return KEYMAP["undefined"]


