
"""simple docstring"""







import argparse
import glob
import inspect
import os
import re
import unittest

from get_test_info import get_test_classes

from tests.test_pipeline_mixin import pipeline_test_mapping


lowerCamelCase__     =						{}
for task, _ in pipeline_test_mapping.items():
							lowerCamelCase__     =						{"""pt""": None, """tf""": None}


# DO **NOT** add item to this set (unless the reason is approved)
lowerCamelCase__     =						{
    """tests/models/esm/test_modeling_esmfold.py""",  # The pipeline test mapping is added to `test_modeling_esm.py`
}
def        __lowerCAmelCase							(_UpperCamelCase						):

	if "ModelTesterMixin" in [x.__name__ for x in test_class.__bases__]:
		return "pt"
	elif "TFModelTesterMixin" in [x.__name__ for x in test_class.__bases__]:
		return "tf"
	elif "FlaxModelTesterMixin" in [x.__name__ for x in test_class.__bases__]:
		return "flax"
	else:
		return None
def        __lowerCAmelCase							(_UpperCamelCase			,    _UpperCamelCase						):
	# Use the cached results
	if PIPELINE_TEST_MAPPING[task].get(_lowerCAmelCase			,    _lowerCAmelCase						) is not None:
		return PIPELINE_TEST_MAPPING[task][framework]

	__lowerCAmelCase     :		List[Any]		     = pipeline_test_mapping[task]['test']
	__lowerCAmelCase     :		Dict		     = None

	if framework == "pt":
		__lowerCAmelCase     :		Dict		     = getattr(_lowerCAmelCase			,    'model_mapping'			,    _lowerCAmelCase						)
	elif framework == "tf":
		__lowerCAmelCase     :		Optional[Any]		     = getattr(_lowerCAmelCase			,    'tf_model_mapping'			,    _lowerCAmelCase						)

	if mapping is not None:
		__lowerCAmelCase     :		Tuple		     = dict(mapping.items()						)

	# cache the results
	__lowerCAmelCase     :		str		     = mapping
	return mapping
def        __lowerCAmelCase							(_UpperCamelCase			,    _UpperCamelCase						):
	__lowerCAmelCase     :		List[Any]		     = get_framework(_lowerCAmelCase						)
	if framework is None:
		return None
	__lowerCAmelCase     :		str		     = get_mapping_for_task(_lowerCAmelCase			,    _lowerCAmelCase						)
	if mapping is None:
		return None

	__lowerCAmelCase     :		Optional[Any]		     = list({model_class.config_class for model_class in test_class.all_model_classes}						)
	if len(_lowerCAmelCase						) != 1:
		raise ValueError('There should be exactly one configuration class from `test_class.all_model_classes`.'						)

	# This could be a list/tuple of model classes, but it's rare.
	__lowerCAmelCase     :		Optional[int]		     = mapping.get(config_classes[0]			,    _lowerCAmelCase						)
	if isinstance(_lowerCAmelCase			,    (tuple, list)						):
		__lowerCAmelCase     :		str		     = sorted(_lowerCAmelCase			,    key=lambda _UpperCamelCase						: x.__name__						)

	return model_class
def        __lowerCAmelCase							(_UpperCamelCase						):
	__lowerCAmelCase     :		Tuple		     = [(task, get_model_for_pipeline_test(_lowerCAmelCase			,    _lowerCAmelCase						)) for task in pipeline_test_mapping]
	__lowerCAmelCase     :		int		     = sorted([(task, model) for task, model in mapping if model is not None]			,    key=lambda _UpperCamelCase						: x[0]						)

	return dict(_lowerCAmelCase						)
def        __lowerCAmelCase							(_UpperCamelCase						):
	__lowerCAmelCase     :		Dict		     = get_framework(_lowerCAmelCase						)
	if framework == "pt":
		__lowerCAmelCase     :		List[str]		     = 'torch'
	__lowerCAmelCase     :		int		     = '{}'

	__lowerCAmelCase     :		Union[str, Any]		     = get_pipeline_model_mapping(_lowerCAmelCase						)
	if len(_lowerCAmelCase						) == 0:
		return ""

	__lowerCAmelCase     :		Optional[Any]		     = []
	for task, model_classes in mapping.items():
		if isinstance(_lowerCAmelCase			,    (tuple, list)						):
			# A list/tuple of model classes
			__lowerCAmelCase     :		List[Any]		     = '(' + ', '.join([x.__name__ for x in model_classes]						) + ')'
		else:
			# A single model class
			__lowerCAmelCase     :		Optional[int]		     = model_classes.__name__
		texts.append(F"\"{task}\": {value}"						)
	__lowerCAmelCase     :		List[str]		     = '{' + ', '.join(_lowerCAmelCase						) + '}'
	__lowerCAmelCase     :		Optional[Any]		     = F"pipeline_model_mapping = {text} if is_{framework}_available() else {default_value}"

	return text
def        __lowerCAmelCase							(_UpperCamelCase						):
	__lowerCAmelCase     :		str		     = {'ModelTesterMixin', 'TFModelTesterMixin', 'FlaxModelTesterMixin'}
	if not issubclass(_lowerCAmelCase			,    unittest.TestCase						):
		return False
	return len(base_class_names.intersection([x.__name__ for x in test_class.__bases__]						)						) > 0
def        __lowerCAmelCase							(_UpperCamelCase						):
	__lowerCAmelCase     :		Optional[Any]		     = [x for x in get_test_classes(_lowerCAmelCase						) if is_valid_test_class(_lowerCAmelCase						)]

	__lowerCAmelCase     :		Dict		     = None
	for test_class in test_classes:
		# If a test class has defined `pipeline_model_mapping`, let's take it
		if getattr(_lowerCAmelCase			,    'pipeline_model_mapping'			,    _lowerCAmelCase						) is not None:
			__lowerCAmelCase     :		List[Any]		     = test_class
			break
    # Take the test class with the shortest name (just a heuristic)
	if target_test_class is None and len(_lowerCAmelCase						) > 0:
		__lowerCAmelCase     :		Dict		     = sorted(_lowerCAmelCase			,    key=lambda _UpperCamelCase						: (len(x.__name__						), x.__name__)						)[0]

	return target_test_class
def        __lowerCAmelCase							(_UpperCamelCase			,    _UpperCamelCase			,    _UpperCamelCase						):
	__lowerCAmelCase     :		Dict		     = start_idx
	for idx, line in enumerate(lines[start_idx:]						):
		__lowerCAmelCase     :		Any		     = len(_lowerCAmelCase						) - len(line.lstrip()						)
		if idx == 0 or indent > indent_level or (indent == indent_level and line.strip() == ")"):
			__lowerCAmelCase     :		str		     = start_idx + idx
		elif idx > 0 and indent <= indent_level:
			# Outside the definition block of `pipeline_model_mapping`
			break

	return end_idx
def        __lowerCAmelCase							(_UpperCamelCase			,    _UpperCamelCase=False						):
	if getattr(_lowerCAmelCase			,    'pipeline_model_mapping'			,    _lowerCAmelCase						) is not None:
		if not overwrite:
			return "", -1

	__lowerCAmelCase     :		Optional[int]		     = get_pipeline_model_mapping_string(_lowerCAmelCase						)
	if len(_lowerCAmelCase						) == 0:
		return "", -1
	__lowerCAmelCase     :		Union[str, Any]		     = line_to_add + '\n'

	# The code defined the class `test_class`
	__lowerCAmelCase     ,  __lowerCAmelCase     :		List[Any]		     = inspect.getsourcelines(_lowerCAmelCase						)
	# `inspect` gives the code for an object, including decorator(s) if any.
	# We (only) need the exact line of the class definition.
	for idx, line in enumerate(_lowerCAmelCase						):
		if line.lstrip().startswith('class '						):
			__lowerCAmelCase     :		Any		     = class_lines[idx:]
			class_start_line_no += idx
			break
	__lowerCAmelCase     :		Optional[Any]		     = class_start_line_no + len(_lowerCAmelCase						) - 1

	# The index in `class_lines` that starts the definition of `all_model_classes`, `all_generative_model_classes` or
	# `pipeline_model_mapping`. This assumes they are defined in such order, and we take the start index of the last
	# block that appears in a `test_class`.
	__lowerCAmelCase     :		int		     = None
	# The indent level of the line at `class_lines[start_idx]` (if defined)
	__lowerCAmelCase     :		Optional[Any]		     = 0
	# To record if `pipeline_model_mapping` is found in `test_class`.
	__lowerCAmelCase     :		int		     = None
	for idx, line in enumerate(_lowerCAmelCase						):
		if line.strip().startswith('all_model_classes = '						):
			__lowerCAmelCase     :		Any		     = len(_lowerCAmelCase						) - len(line.lstrip()						)
			__lowerCAmelCase     :		int		     = idx
		elif line.strip().startswith('all_generative_model_classes = '						):
			__lowerCAmelCase     :		Union[str, Any]		     = len(_lowerCAmelCase						) - len(line.lstrip()						)
			__lowerCAmelCase     :		Tuple		     = idx
		elif line.strip().startswith('pipeline_model_mapping = '						):
			__lowerCAmelCase     :		List[str]		     = len(_lowerCAmelCase						) - len(line.lstrip()						)
			__lowerCAmelCase     :		int		     = idx
			__lowerCAmelCase     :		Tuple		     = line
			break

	if start_idx is None:
		return "", -1
	# Find the ending index (inclusive) of the above found block.
	__lowerCAmelCase     :		Dict		     = find_block_ending(_lowerCAmelCase			,    _lowerCAmelCase			,    _lowerCAmelCase						)

	# Extract `is_xxx_available()` from existing blocks: some models require specific libraries like `timm` and use
	# `is_timm_available()` instead of `is_torch_available()`.
	# Keep leading and trailing whitespaces
	__lowerCAmelCase     :		Optional[int]		     = re.compile(r'\s(is_\S+?_available\(\))\s'						)
	for line in class_lines[start_idx : end_idx + 1]:
		__lowerCAmelCase     :		str		     = r.search(_lowerCAmelCase						)
		if backend_condition is not None:
			# replace the leading and trailing whitespaces to the space character " ".
			__lowerCAmelCase     :		int		     = ' ' + backend_condition[0][1:-1] + ' '
			__lowerCAmelCase     :		Optional[int]		     = r.sub(_lowerCAmelCase			,    _lowerCAmelCase						)
			break

	if def_line is None:
		# `pipeline_model_mapping` is not defined. The target index is set to the ending index (inclusive) of
		# `all_model_classes` or `all_generative_model_classes`.
		__lowerCAmelCase     :		List[Any]		     = end_idx
	else:
		# `pipeline_model_mapping` is defined. The target index is set to be one **BEFORE** its start index.
		__lowerCAmelCase     :		Optional[int]		     = start_idx - 1
		# mark the lines of the currently existing `pipeline_model_mapping` to be removed.
		for idx in range(_lowerCAmelCase			,    end_idx + 1						):
			# These lines are going to be removed before writing to the test file.
			__lowerCAmelCase     :		Optional[int]		     = None  # noqa

    # Make sure the test class is a subclass of `PipelineTesterMixin`.
	__lowerCAmelCase     :		int		     = [x.__name__ for x in test_class.__bases__]
	if "PipelineTesterMixin" not in parent_classes:
		# Put `PipelineTesterMixin` just before `unittest.TestCase`
		__lowerCAmelCase     :		int		     = [x for x in parent_classes if x != 'TestCase'] + ['PipelineTesterMixin']
		if "TestCase" in parent_classes:
			# Here we **assume** the original string is always with `unittest.TestCase`.
			_parent_classes.append('unittest.TestCase'						)
		__lowerCAmelCase     :		Any		     = ', '.join(_parent_classes						)
		for idx, line in enumerate(_lowerCAmelCase						):
			# Find the ending of the declaration of `test_class`
			if line.strip().endswith('):'						):
				# mark the lines of the declaration of `test_class` to be removed
				for _idx in range(idx + 1						):
					__lowerCAmelCase     :		List[str]		     = None  # noqa
				break
        # Add the new, one-line, class declaration for `test_class`
		__lowerCAmelCase     :		int		     = F"class {test_class.__name__}({parent_classes}):\n"

	# Add indentation
	__lowerCAmelCase     :		Any		     = ' ' * indent_level + line_to_add
	# Insert `pipeline_model_mapping` to `class_lines`.
	# (The line at `target_idx` should be kept by definition!)
	__lowerCAmelCase     :		List[str]		     = class_lines[: target_idx + 1] + [line_to_add] + class_lines[target_idx + 1 :]
	# Remove the lines that are marked to be removed
	__lowerCAmelCase     :		Tuple		     = [x for x in class_lines if x is not None]

	# Move from test class to module (in order to write to the test file)
	__lowerCAmelCase     :		int		     = inspect.getsourcelines(inspect.getmodule(_lowerCAmelCase						)						)[0]
	# Be careful with the 1-off between line numbers and array indices
	__lowerCAmelCase     :		Tuple		     = module_lines[: class_start_line_no - 1] + class_lines + module_lines[class_end_line_no:]
	__lowerCAmelCase     :		Any		     = ''.join(_lowerCAmelCase						)

	__lowerCAmelCase     :		Any		     = inspect.getsourcefile(_lowerCAmelCase						)
	with open(_lowerCAmelCase			,    'w'			,    encoding='UTF-8'			,    newline='\n'						) as fp:
		fp.write(_lowerCAmelCase						)

	return line_to_add
def        __lowerCAmelCase							(_UpperCamelCase			,    _UpperCamelCase=False						):
	__lowerCAmelCase     :		int		     = find_test_class(_lowerCAmelCase						)
	if test_class:
		add_pipeline_model_mapping(_lowerCAmelCase			,    overwrite=_lowerCAmelCase						)


if __name__ == "__main__":
							lowerCamelCase__     =						argparse.ArgumentParser()
							parser.add_argument(
							    """--test_file""", type=str, help="""A path to the test file, starting with the repository's `tests` directory."""
							)
							parser.add_argument(
							    """--all""",
							    action="""store_true""",
							    help="""If to check and modify all test files.""",
							)
							parser.add_argument(
							    """--overwrite""",
							    action="""store_true""",
							    help="""If to overwrite a test class if it has already defined `pipeline_model_mapping`.""",
							)
							lowerCamelCase__     =						parser.parse_args()

							if not args.all and not args.test_file:
														raise ValueError("""Please specify either `test_file` or pass `--all` to check/modify all test files.""")
							elif args.all and args.test_file:
														raise ValueError("""Only one of `--test_file` and `--all` could be specified.""")

							lowerCamelCase__     =						[]
							if args.test_file:
														lowerCamelCase__     =						[args.test_file]
							else:
														lowerCamelCase__     =						os.path.join("""tests""", """models""", """**""", """test_modeling_*.py""")
														for test_file in glob.glob(pattern):
																					# `Flax` is not concerned at this moment
																					if not test_file.startswith("""test_modeling_flax_"""):
																												test_files.append(test_file)

							for test_file in test_files:
														if test_file in TEST_FILE_TO_IGNORE:
																					print(f'[SKIPPED] {test_file} is skipped as it is in `TEST_FILE_TO_IGNORE` in the file {__file__}.')
																					continue
														add_pipeline_model_mapping_to_test_file(test_file, overwrite=args.overwrite)
"""simple docstring"""


def 						UpperCamelCase				(	_lowerCAmelCase   :							Dict				, _lowerCAmelCase   :							Tuple						):
    __a			      =						len(_lowerCAmelCase						)
    # Create a stack and push index of fist element to it
    __a			      =						[]
    st.append(0						)

    # Span value of first element is always 1
    __a			      =						1

    # Calculate span values for rest of the elements
    for i in range(1				, _lowerCAmelCase						):
        # Pop elements from stack while stack is not
        # empty and top of stack is smaller than price[i]
        while len(_lowerCAmelCase						) > 0 and price[st[0]] <= price[i]:
            st.pop()

        # If stack becomes empty, then price[i] is greater
        # than all elements on left of it, i.e. price[0],
        # price[1], ..price[i-1]. Else the price[i]  is
        # greater than elements after top of stack
        __a			      =						i + 1 if len(_lowerCAmelCase						) <= 0 else (i - st[0])

        # Push this element to stack
        st.append(_lowerCAmelCase						)

def 						UpperCamelCase				(	_lowerCAmelCase   :							Dict				, _lowerCAmelCase   :							Optional[Any]						):
    for i in range(0				, _lowerCAmelCase						):
        print(arr[i]				, end=""" """						)


# Driver program to test above function
__A       			=      [10, 4, 5, 90, 1_20, 80]
__A       			=      [0 for i in range(len(price) + 1)]

# Fill the span values in array S[]
calculation_span(price, S)






print_array(S, len(price))
