



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


A__						:						int          =      {}
for task, _ in pipeline_test_mapping.items():
						A__						:						List[str]          =      {'''pt''': None, '''tf''': None}


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


def     UpperCamelCase(						__UpperCamelCase							:	List[str]				):

		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     UpperCamelCase(						__UpperCamelCase							:	Dict  ,__UpperCamelCase							:	Optional[Any]				):
		# Use the cached results
		if PIPELINE_TEST_MAPPING[task].get(__UpperCamelCase  ,__UpperCamelCase				) is not None:
				return PIPELINE_TEST_MAPPING[task][framework]

		lowerCAmelCase_    :  Optional[Any]             =				pipeline_test_mapping[task]['''test''']
		lowerCAmelCase_    :  str             =				None

		if framework == "pt":
				lowerCAmelCase_    :  Any             =				getattr(__UpperCamelCase  ,'''model_mapping'''  ,__UpperCamelCase				)
		elif framework == "tf":
				lowerCAmelCase_    :  str             =				getattr(__UpperCamelCase  ,'''tf_model_mapping'''  ,__UpperCamelCase				)

		if mapping is not None:
				lowerCAmelCase_    :  Optional[Any]             =				dict(mapping.items()				)

		# cache the results
		lowerCAmelCase_    :  Optional[int]             =				mapping
		return mapping


def     UpperCamelCase(						__UpperCamelCase							:	Tuple  ,__UpperCamelCase							:	Union[str, Any]				):
		lowerCAmelCase_    :  Optional[int]             =				get_framework(__UpperCamelCase				)
		if framework is None:
				return None
		lowerCAmelCase_    :  List[Any]             =				get_mapping_for_task(__UpperCamelCase  ,__UpperCamelCase				)
		if mapping is None:
				return None

		lowerCAmelCase_    :  List[Any]             =				list({model_class.config_class for model_class in test_class.all_model_classes}				)
		if len(__UpperCamelCase				) != 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[Any]             =				mapping.get(config_classes[0]  ,__UpperCamelCase				)
		if isinstance(__UpperCamelCase  ,(tuple, list)				):
				lowerCAmelCase_    :  Optional[int]             =				sorted(__UpperCamelCase  ,key=lambda __UpperCamelCase				: x.__name__				)

		return model_class


def     UpperCamelCase(						__UpperCamelCase							:	Optional[Any]				):
		lowerCAmelCase_    :  Dict             =				[(task, get_model_for_pipeline_test(__UpperCamelCase  ,__UpperCamelCase				)) for task in pipeline_test_mapping]
		lowerCAmelCase_    :  Tuple             =				sorted([(task, model) for task, model in mapping if model is not None]  ,key=lambda __UpperCamelCase				: x[0]				)

		return dict(__UpperCamelCase				)


def     UpperCamelCase(						__UpperCamelCase							:	List[str]				):
		lowerCAmelCase_    :  int             =				get_framework(__UpperCamelCase				)
		if framework == "pt":
				lowerCAmelCase_    :  Optional[int]             =				'''torch'''
		lowerCAmelCase_    :  Dict             =				'''{}'''

		lowerCAmelCase_    :  int             =				get_pipeline_model_mapping(__UpperCamelCase				)
		if len(__UpperCamelCase				) == 0:
				return ""

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

		return text


def     UpperCamelCase(						__UpperCamelCase							:	Any				):
		lowerCAmelCase_    :  Tuple             =				{'''ModelTesterMixin''', '''TFModelTesterMixin''', '''FlaxModelTesterMixin'''}
		if not issubclass(__UpperCamelCase  ,unittest.TestCase				):
				return False
		return len(base_class_names.intersection([x.__name__ for x in test_class.__bases__]				)				) > 0


def     UpperCamelCase(						__UpperCamelCase							:	str				):
		lowerCAmelCase_    :  Optional[Any]             =				[x for x in get_test_classes(__UpperCamelCase				) if is_valid_test_class(__UpperCamelCase				)]

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

		return target_test_class


def     UpperCamelCase(						__UpperCamelCase							:	Any  ,__UpperCamelCase							:	List[Any]  ,__UpperCamelCase							:	Tuple				):
		lowerCAmelCase_    :  Optional[Any]             =				start_idx
		for idx, line in enumerate(lines[start_idx:]				):
				lowerCAmelCase_    :  Union[str, Any]             =				len(__UpperCamelCase				) - len(line.lstrip()				)
				if idx == 0 or indent > indent_level or (indent == indent_level and line.strip() == ")"):
						lowerCAmelCase_    :  List[str]             =				start_idx + idx
				elif idx > 0 and indent <= indent_level:
						# Outside the definition block of `pipeline_model_mapping`
						break

		return end_idx


def     UpperCamelCase(						__UpperCamelCase							:	Optional[Any]  ,__UpperCamelCase							:	int=False				):
		if getattr(__UpperCamelCase  ,'''pipeline_model_mapping'''  ,__UpperCamelCase				) is not None:
				if not overwrite:
						return "", -1

		lowerCAmelCase_    :  int             =				get_pipeline_model_mapping_string(__UpperCamelCase				)
		if len(__UpperCamelCase				) == 0:
				return "", -1
		lowerCAmelCase_    :  Optional[Any]             =				line_to_add + '''\n'''

		# The code defined the class `test_class`
		lowerCAmelCase_      ,						lowerCAmelCase_    :  Union[str, Any]             =				inspect.getsourcelines(__UpperCamelCase				)
		# `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(__UpperCamelCase				):
				if line.lstrip().startswith('''class '''				):
						lowerCAmelCase_    :  Any             =				class_lines[idx:]
						class_start_line_no += idx
						break
		lowerCAmelCase_    :  List[str]             =				class_start_line_no + len(__UpperCamelCase				) - 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_    :  List[str]             =				None
		# The indent level of the line at `class_lines[start_idx]` (if defined)
		lowerCAmelCase_    :  Tuple             =				0
		# To record if `pipeline_model_mapping` is found in `test_class`.
		lowerCAmelCase_    :  List[str]             =				None
		for idx, line in enumerate(__UpperCamelCase				):
				if line.strip().startswith('''all_model_classes = '''				):
						lowerCAmelCase_    :  str             =				len(__UpperCamelCase				) - len(line.lstrip()				)
						lowerCAmelCase_    :  List[Any]             =				idx
				elif line.strip().startswith('''all_generative_model_classes = '''				):
						lowerCAmelCase_    :  Tuple             =				len(__UpperCamelCase				) - len(line.lstrip()				)
						lowerCAmelCase_    :  Union[str, Any]             =				idx
				elif line.strip().startswith('''pipeline_model_mapping = '''				):
						lowerCAmelCase_    :  List[str]             =				len(__UpperCamelCase				) - len(line.lstrip()				)
						lowerCAmelCase_    :  Tuple             =				idx
						lowerCAmelCase_    :  Optional[int]             =				line
						break

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

		# 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[Any]             =				re.compile(R'''\s(is_\S+?_available\(\))\s'''				)
		for line in class_lines[start_idx : end_idx + 1]:
				lowerCAmelCase_    :  Union[str, Any]             =				r.search(__UpperCamelCase				)
				if backend_condition is not None:
						# replace the leading and trailing whitespaces to the space character " ".
						lowerCAmelCase_    :  Union[str, Any]             =				''' ''' + backend_condition[0][1:-1] + ''' '''
						lowerCAmelCase_    :  List[Any]             =				r.sub(__UpperCamelCase  ,__UpperCamelCase				)
						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_    :  Optional[int]             =				end_idx
		else:
				# `pipeline_model_mapping` is defined. The target index is set to be one **BEFORE** its start index.
				lowerCAmelCase_    :  Tuple             =				start_idx - 1
				# mark the lines of the currently existing `pipeline_model_mapping` to be removed.
				for idx in range(__UpperCamelCase  ,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_    :  List[str]             =				[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_    :  Union[str, Any]             =				''', '''.join(_parent_classes				)
				for idx, line in enumerate(__UpperCamelCase				):
						# 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_    :  Optional[Any]             =				None  # noqa
								break
        # Add the new, one-line, class declaration for `test_class`
				lowerCAmelCase_    :  Tuple             =				f"""class {test_class.__name__}({parent_classes}):\n"""

		# Add indentation
		lowerCAmelCase_    :  Optional[Any]             =				''' ''' * indent_level + line_to_add
		# Insert `pipeline_model_mapping` to `class_lines`.
		# (The line at `target_idx` should be kept by definition!)
		lowerCAmelCase_    :  Optional[int]             =				class_lines[: target_idx + 1] + [line_to_add] + class_lines[target_idx + 1 :]
		# Remove the lines that are marked to be removed
		lowerCAmelCase_    :  List[str]             =				[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_    :  List[Any]             =				inspect.getsourcelines(inspect.getmodule(__UpperCamelCase				)				)[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_    :  str             =				''''''.join(__UpperCamelCase				)

		lowerCAmelCase_    :  Tuple             =				inspect.getsourcefile(__UpperCamelCase				)
		with open(__UpperCamelCase  ,'''w'''  ,encoding='''UTF-8'''  ,newline='''\n'''				) as fp:
				fp.write(__UpperCamelCase				)

		return line_to_add


def     UpperCamelCase(						__UpperCamelCase							:	str  ,__UpperCamelCase							:	List[Any]=False				):
		lowerCAmelCase_    :  Optional[int]             =				find_test_class(__UpperCamelCase				)
		if test_class:
				add_pipeline_model_mapping(__UpperCamelCase  ,overwrite=__UpperCamelCase				)


if __name__ == "__main__":
						A__						:						str          =      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`.''',
						)
						A__						:						Tuple          =      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.''')

						A__						:						Dict          =      []
						if args.test_file:
												A__						:						Union[str, Any]          =      [args.test_file]
						else:
												A__						:						Tuple          =      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)










from urllib.error import HTTPError

from bsa import BeautifulSoup
from requests import exceptions, get

A__						:						int          =      '''https://www.wellrx.com/prescriptions/{0}/{1}/?freshSearch=true'''


def     UpperCamelCase(						__UpperCamelCase							:	str  ,__UpperCamelCase							:	str				):

		try:
				# Has user provided both inputs?
				if not drug_name or not zip_code:
						return None

				lowerCAmelCase_    :  Union[str, Any]             =				BASE_URL.format(__UpperCamelCase  ,__UpperCamelCase				)
				lowerCAmelCase_    :  Optional[int]             =				get(__UpperCamelCase				)

				# Is the response ok?
				response.raise_for_status()

				# Scrape the data using bs4
				lowerCAmelCase_    :  Optional[int]             =				BeautifulSoup(response.text  ,'''html.parser'''				)

				# This list will store the name and price.
				lowerCAmelCase_    :  List[Any]             =				[]

				# Fetch all the grids that contains the items.
				lowerCAmelCase_    :  Union[str, Any]             =				soup.find_all('''div'''  ,{'''class''': '''grid-x pharmCard'''}				)
				if grid_list and len(__UpperCamelCase				) > 0:
						for grid in grid_list:
								# Get the pharmacy price.
								lowerCAmelCase_    :  int             =				grid.find('''p'''  ,{'''class''': '''list-title'''}				).text

								# Get price of the drug.
								lowerCAmelCase_    :  List[Any]             =				grid.find('''span'''  ,{'''p''', '''price price-large'''}				).text

								pharmacy_price_list.append(
								    {
								        '''pharmacy_name''': pharmacy_name,
								        '''price''': price,
								    }				)

				return pharmacy_price_list

		except (HTTPError, exceptions.RequestException, ValueError):
				return None


if __name__ == "__main__":
						# Enter a drug name and a zip code
						A__						:						Dict          =      input('''Enter drug name: ''').strip()
						A__						:						int          =      input('''Enter zip code: ''').strip()

						A__						:						list | None          =      fetch_pharmacy_and_price_list(
						    drug_name, zip_code
						)

						if pharmacy_price_list:
												print(F'''\nSearch results for {drug_name} at location {zip_code}:''')
												for pharmacy_price in pharmacy_price_list:
																		A__						:						Union[str, Any]          =      pharmacy_price['''pharmacy_name''']
																		A__						:						Tuple          =      pharmacy_price['''price''']

																		print(F'''Pharmacy: {name} Price: {price}''')
						else:
												print(F'''No results found for {drug_name}''')





