



import importlib
import os
import sys


# This is required to make the module import works (when the python process is running from the root of the repo)
sys.path.append('''.''')






def 					__lowerCAmelCase		(  __lowerCamelCase	:    List[Any]	)  ->						Union[str, Any]:
					__lowerCAmelCase	   =test_file.split(os.path.sep	)
					if components[0:2] != ["tests", "models"]:
										raise ValueError(
										    """`test_file` should start with `tests/models/` (with `/` being the OS specific path separator). Got """
										    f"""{test_file} instead."""	)
					__lowerCAmelCase	   =components[-1]
					if not test_fn.endswith("""py"""	):
										raise ValueError(f"""`test_file` should be a python file. Got {test_fn} instead."""	)
					if not test_fn.startswith("""test_modeling_"""	):
										raise ValueError(
										    f"""`test_file` should point to a file name of the form `test_modeling_*.py`. Got {test_fn} instead."""	)

					__lowerCAmelCase	   =components[:-1] + [test_fn.replace(""".py"""				,   """"""	)]
					__lowerCAmelCase	   =""".""".join(__lowerCamelCase	)

					return test_module_path






def 					__lowerCAmelCase		(  __lowerCamelCase	:    int	)  ->						List[str]:
					__lowerCAmelCase	   =get_module_path(__lowerCamelCase	)
					__lowerCAmelCase	   =importlib.import_module(__lowerCamelCase	)

					return test_module






def 					__lowerCAmelCase		(  __lowerCamelCase	:    str	)  ->						Optional[int]:
					__lowerCAmelCase	   =[]
					__lowerCAmelCase	   =get_test_module(__lowerCamelCase	)
					for attr in dir(__lowerCamelCase	):
										if attr.endswith("""ModelTester"""	):
															tester_classes.append(getattr(__lowerCamelCase				,   __lowerCamelCase	)	)

    # sort with class names
					return sorted(__lowerCamelCase				,   key=lambda __lowerCamelCase	: x.__name__	)






def 					__lowerCAmelCase		(  __lowerCamelCase	:    Tuple	)  ->						Optional[int]:
					__lowerCAmelCase	   =[]
					__lowerCAmelCase	   =get_test_module(__lowerCamelCase	)
					for attr in dir(__lowerCamelCase	):
										__lowerCAmelCase	   =getattr(__lowerCamelCase				,   __lowerCamelCase	)
										# (TF/Flax)ModelTesterMixin is also an attribute in specific model test module. Let's exclude them by checking
										# `all_model_classes` is not empty (which also excludes other special classes).
										__lowerCAmelCase	   =getattr(__lowerCamelCase				,   """all_model_classes"""				,   []	)
										if len(__lowerCamelCase	) > 0:
															test_classes.append(__lowerCamelCase	)

    # sort with class names
					return sorted(__lowerCamelCase				,   key=lambda __lowerCamelCase	: x.__name__	)






def 					__lowerCAmelCase		(  __lowerCamelCase	:    Any	)  ->						List[Any]:
					__lowerCAmelCase	   =get_test_classes(__lowerCamelCase	)
					__lowerCAmelCase	   =set()
					for test_class in test_classes:
										model_classes.update(test_class.all_model_classes	)

					# sort with class names
					return sorted(__lowerCamelCase				,   key=lambda __lowerCamelCase	: x.__name__	)






def 					__lowerCAmelCase		(  __lowerCamelCase	:    int	)  ->						List[Any]:
					__lowerCAmelCase	   =test_class()
					if hasattr(__lowerCamelCase				,   """setUp"""	):
										test.setUp()

					__lowerCAmelCase	   =None
					if hasattr(__lowerCamelCase				,   """model_tester"""	):
										# `(TF/Flax)ModelTesterMixin` has this attribute default to `None`. Let's skip this case.
										if test.model_tester is not None:
															__lowerCAmelCase	   =test.model_tester.__class__

					return model_tester






def 					__lowerCAmelCase		(  __lowerCamelCase	:    Union[str, Any]				,   __lowerCamelCase	:    Any	)  ->						Dict:
					__lowerCAmelCase	   =get_test_classes(__lowerCamelCase	)

					__lowerCAmelCase	   =[]
					for test_class in test_classes:
										if model_class in test_class.all_model_classes:
															target_test_classes.append(__lowerCamelCase	)

    # sort with class names
					return sorted(__lowerCamelCase				,   key=lambda __lowerCamelCase	: x.__name__	)






def 					__lowerCAmelCase		(  __lowerCamelCase	:    Union[str, Any]				,   __lowerCamelCase	:    int	)  ->						Optional[Any]:
					__lowerCAmelCase	   =get_test_classes_for_model(__lowerCamelCase				,   __lowerCamelCase	)

					__lowerCAmelCase	   =[]
					for test_class in test_classes:
										__lowerCAmelCase	   =get_model_tester_from_test_class(__lowerCamelCase	)
										if tester_class is not None:
															tester_classes.append(__lowerCamelCase	)

    # sort with class names
					return sorted(__lowerCamelCase				,   key=lambda __lowerCamelCase	: x.__name__	)






def 					__lowerCAmelCase		(  __lowerCamelCase	:    List[str]	)  ->						Optional[Any]:
					__lowerCAmelCase	   =get_test_classes(__lowerCamelCase	)
					__lowerCAmelCase	   ={test_class: get_model_tester_from_test_class(__lowerCamelCase	) for test_class in test_classes}
					return test_tester_mapping






def 					__lowerCAmelCase		(  __lowerCamelCase	:    str	)  ->						List[Any]:
					__lowerCAmelCase	   =get_model_classes(__lowerCamelCase	)
					__lowerCAmelCase	   ={
					    model_class: get_test_classes_for_model(__lowerCamelCase				,   __lowerCamelCase	) for model_class in model_classes
					}
					return model_test_mapping






def 					__lowerCAmelCase		(  __lowerCamelCase	:    Any	)  ->						Any:
					__lowerCAmelCase	   =get_model_classes(__lowerCamelCase	)
					__lowerCAmelCase	   ={
					    model_class: get_tester_classes_for_model(__lowerCamelCase				,   __lowerCamelCase	) for model_class in model_classes
					}
					return model_to_tester_mapping






def 					__lowerCAmelCase		(  __lowerCamelCase	:    Optional[int]	)  ->						Any:
					if isinstance(__lowerCamelCase				,   __lowerCamelCase	):
										return o
					elif isinstance(__lowerCamelCase				,   __lowerCamelCase	):
										return o.__name__
					elif isinstance(__lowerCamelCase				,   (list, tuple)	):
										return [to_json(__lowerCamelCase	) for x in o]
					elif isinstance(__lowerCamelCase				,   __lowerCamelCase	):
										return {to_json(__lowerCamelCase	): to_json(__lowerCamelCase	) for k, v in o.items()}
					else:
										return o









from itertools import zip_longest

import requests
from bsa import BeautifulSoup
from pandas import DataFrame






def 					__lowerCAmelCase		(  __lowerCamelCase	:    str = "laptop"	)  ->						DataFrame:
					__lowerCAmelCase	   =f"""https://www.amazon.in/laptop/s?k={product}"""
					__lowerCAmelCase	   ={
					    """User-Agent""": """Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36
        (KHTML, like Gecko)Chrome/44.0.2403.157 Safari/537.36""",
					    """Accept-Language""": """en-US, en;q=0.5""",
					}
					__lowerCAmelCase	   =BeautifulSoup(requests.get(__lowerCamelCase				,   headers=__lowerCamelCase	).text	)
					# Initialize a Pandas dataframe with the column titles
					__lowerCAmelCase	   =DataFrame(
					    columns=[
					        """Product Title""",
					        """Product Link""",
					        """Current Price of the product""",
					        """Product Rating""",
					        """MRP of the product""",
					        """Discount""",
					    ]	)
					# Loop through each entry and store them in the dataframe
					for item, _ in zip_longest(
					    soup.find_all(
					        """div"""				,   attrs={"""class""": """s-result-item""", """data-component-type""": """s-search-result"""}				,   )				,   soup.find_all("""div"""				,   attrs={"""class""": """a-row a-size-base a-color-base"""}	)				,   ):
										try:
															__lowerCAmelCase	   =item.ha.text
															__lowerCAmelCase	   ="""https://www.amazon.in/""" + item.ha.a["""href"""]
															__lowerCAmelCase	   =item.find("""span"""				,   attrs={"""class""": """a-offscreen"""}	).text
															try:
																				__lowerCAmelCase	   =item.find("""span"""				,   attrs={"""class""": """a-icon-alt"""}	).text
															except AttributeError:
																				__lowerCAmelCase	   ="""Not available"""
															try:
																				__lowerCAmelCase	   =(
																				    """₹"""
																				    + item.find(
																				        """span"""				,   attrs={"""class""": """a-price a-text-price"""}	).text.split("""₹"""	)[1]
																				)
															except AttributeError:
																				__lowerCAmelCase	   =""""""
															try:
																				__lowerCAmelCase	   =float(
																				    (
																				        (
																				            float(product_mrp.strip("""₹"""	).replace(""","""				,   """"""	)	)
																				            - float(product_price.strip("""₹"""	).replace(""","""				,   """"""	)	)
																				        )
																				        / float(product_mrp.strip("""₹"""	).replace(""","""				,   """"""	)	)
																				    )
																				    * 100	)
															except ValueError:
																				__lowerCAmelCase	   =float("""nan"""	)
										except AttributeError:
															pass
										__lowerCAmelCase	   =[
										    product_title,
										    product_link,
										    product_price,
										    product_rating,
										    product_mrp,
										    discount,
										]
					__lowerCAmelCase	   =""" """
					__lowerCAmelCase	   =""" """
					data_frame.index += 1
					return data_frame


if __name__ == "__main__":
				lowercase_	       =			'''headphones'''
				get_amazon_product_data(product).to_csv(F"Amazon Product Data for {product}.csv")




