

"""simple docstring"""

import logging
from pathlib import Path
from typing import Any, List, Tuple

import yaml


# loading package files: https://stackoverflow.com/a/20885799
try:
							import importlib.resources as pkg_resources
except ImportError:
							# Try backported to PY<37 `importlib_resources`.
							import importlib_resources as pkg_resources

from . import resources


a__			:						str							=			"""https://github.com/huggingface/datasets/tree/main/src/datasets/utils"""
a__			:						Optional[int]							=			f"""{BASE_REF_URL}/{__file__}"""
a__			:						Any							=			logging.getLogger(__name__)





def 					__UpperCamelCase (     a__:			List[Any]      )					->      Any:




					"""simple docstring"""



					__lowercase        =      pkg_resources.read_text(lowercase_			,						lowercase_      )
					return yaml.safe_load(lowercase_      ), f'''{BASE_REF_URL}/resources/{resource}'''


a__		,					a__			:						Optional[int]							=			load_yaml_resource("""readme_structure.yaml""")

a__			:						int							=			[
    """[Needs More Information]""",
    """[More Information Needed]""",
    """(https://github.com/huggingface/datasets/blob/main/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)""",
]

# Dictionary representation of section/readme, error_list, warning_list
a__			:						Optional[int]							=			Tuple[dict, List[str], List[str]]


class       _snake_case  :







						def __init__(self  ,				UpperCAmelCase_  ,				UpperCAmelCase_  ,				UpperCAmelCase_ = None  ,				UpperCAmelCase_ = False				)      ->    Union[str, Any]:
											__lowercase        =      name
											__lowercase        =      level
											__lowercase        =      lines
											__lowercase        =      ''''''
											__lowercase        =      True
											__lowercase        =      {}
											__lowercase        =      []
											__lowercase        =      []
											if self.lines is not None:
																self.parse(suppress_parsing_errors=lowercase_				)







						def 							_UpperCamelCase     (self  ,				UpperCAmelCase_ = False				)      ->    Optional[int]:
											__lowercase        =      ''''''
											__lowercase        =      []
											__lowercase        =      False
											for line in self.lines:
																if line.strip(''' \n'''				) == "":
																					continue
																elif line.strip(''' \n'''				)[:3] == "```":
																					__lowercase        =      not code_start
																elif line.split()[0] == self.level + "#" and not code_start:
																					if current_sub_level != "":
																										__lowercase        =      Section(lowercase_  ,				self.level + '''#'''  ,				lowercase_				)
																										__lowercase        =      []
																					else:
																										if current_lines != []:
																															self.text += "".join(lowercase_				).strip()
																															if self.text != "" and self.text not in FILLER_TEXT:
																																				__lowercase        =      False
																															__lowercase        =      []

																					__lowercase        =      ''' '''.join(line.split()[1:]				).strip(''' \n'''				)
																else:
																					current_lines.append(lowercase_				)
											else:
																if current_sub_level != "":
																					if current_sub_level in self.content:
																										self.parsing_error_list.append(
																										    f'''Multiple sections with the same heading `{current_sub_level}` have been found. Please keep only one of these sections.'''				)
																					__lowercase        =      Section(lowercase_  ,				self.level + '''#'''  ,				lowercase_				)
																else:
																					if current_lines != []:
																										self.text += "".join(lowercase_				).strip()
																										if self.text != "" and self.text not in FILLER_TEXT:
																															__lowercase        =      False

											if self.level == "" and not suppress_parsing_errors:
																if self.parsing_error_list != [] or self.parsing_warning_list != []:
																					__lowercase        =      __lowercase        =      '''\n'''.join('''-\t''' + x for x in self.parsing_error_list + self.parsing_warning_list				)
																					__lowercase        =      f'''The following issues were found while parsing the README at `{self.name}`:\n''' + errors
																					raise ValueError(lowercase_				)







						def 							_UpperCamelCase     (self  ,				UpperCAmelCase_				)      ->    ReadmeValidatorOutput:
											__lowercase        =      []
											__lowercase        =      []
											if structure["allow_empty"] is False:
																# If content is expected
																if self.is_empty_text and self.content == {}:
																					# If no content is found, mention it in the error_list
																					error_list.append(f'''Expected some content in section `{self.name}` but it is empty.'''				)

											if structure["allow_empty_text"] is False:
																# If some text is expected
																if self.is_empty_text:
																					# If no text is found, mention it in the error_list
																					error_list.append(
																					    f'''Expected some text in section `{self.name}` but it is empty (text in subsections are ignored).'''				)
        # Subsections Validation
											if structure["subsections"] is not None:
																# If subsections are expected
																if self.content == {}:
																					# If no subsections are present
																					__lowercase        =      [subsection['''name'''] for subsection in structure['''subsections''']]
																					# Mention the expected values in the error_list
																					error_list.append(
																					    f'''Section `{self.name}` expected the following subsections: {", ".join(["`"+x+"`" for x in values]				)}. Found \'None\'.'''				)
																else:
																					# If some subsections are present
																					__lowercase        =      [subsection['''name'''] for subsection in structure['''subsections''']]
																					__lowercase        =      False
																					for idx, name in enumerate(lowercase_				):
																										if name not in self.content:
																															# If the expected subsection is not present
																															error_list.append(f'''Section `{self.name}` is missing subsection: `{name}`.'''				)
																															__lowercase        =      True
																										else:
																															# If the subsection is present, validate subsection, return the result
																															# and concat the errors from subsection to section error_list

																															# Skip sublevel validation if current level is `###`
																															if self.level == "###":
																																				continue
																															else:
																																				__lowercase    ,			__lowercase    ,			__lowercase        =      self.content[name].validate(
																																				    structure['''subsections'''][idx]				)
																															error_list += subsec_error_list
																															warning_list += subsec_warning_list

																					if has_missing_subsections:  # we only allow to have extra subsections if all the other ones are here
																										for name in self.content:
																															if name not in structure_names:
																																				# If an extra subsection is present
																																				warning_list.append(
																																				    f'''`{self.name}` has an extra subsection: `{name}`. Skipping further validation checks for this subsection as expected structure is unknown.'''				)
											if error_list:
																# If there are errors, do not return the dictionary as it is invalid
																return {}, error_list, warning_list
											else:
																return self.to_dict(), error_list, warning_list







						def 							_UpperCamelCase     (self				)      ->    dict:
											return {
											    "name": self.name,
											    "text": self.text,
											    "is_empty_text": self.is_empty_text,
											    "subsections": [value.to_dict() for value in self.content.values()],
											}



class       _snake_case  (    SCREAMING_SNAKE_CASE_							):  # Level 0







						def __init__(self  ,				UpperCAmelCase_  ,				UpperCAmelCase_  ,				UpperCAmelCase_ = None  ,				UpperCAmelCase_ = False				)      ->    Optional[int]:
											super().__init__(name=lowercase_  ,				level=''''''				)  # Not using lines here as we need to use a child class parse
											__lowercase        =      structure
											__lowercase        =      -2
											__lowercase        =      0
											__lowercase        =      lines
											if self.lines is not None:
																self.parse(suppress_parsing_errors=lowercase_				)







						def 							_UpperCamelCase     (self				)      ->    Optional[Any]:
											if self.structure is None:
																__lowercase    ,			__lowercase    ,			__lowercase        =      self._validate(lowercase_				)
											else:
																__lowercase    ,			__lowercase    ,			__lowercase        =      self._validate(self.structure				)
											if error_list != [] or warning_list != []:
																__lowercase        =      '''\n'''.join(['''-\t''' + x for x in error_list + warning_list]				)
																__lowercase        =      f'''The following issues were found for the README at `{self.name}`:\n''' + errors
																raise ValueError(lowercase_				)







						@classmethod
						def 							_UpperCamelCase     (cls  ,				UpperCAmelCase_  ,				UpperCAmelCase_ = None  ,				UpperCAmelCase_ = False				)      ->    Tuple:
											with open(lowercase_  ,				encoding='''utf-8'''				) as f:
																__lowercase        =      f.readlines()
											return cls(lowercase_  ,				lowercase_  ,				lowercase_  ,				suppress_parsing_errors=lowercase_				)







						@classmethod
						def 							_UpperCamelCase     (cls  ,				UpperCAmelCase_  ,				UpperCAmelCase_ = None  ,				UpperCAmelCase_ = "root"  ,				UpperCAmelCase_ = False				)      ->    Any:
											__lowercase        =      string.split('''\n'''				)
											return cls(lowercase_  ,				lowercase_  ,				lowercase_  ,				suppress_parsing_errors=lowercase_				)







						def 							_UpperCamelCase     (self  ,				UpperCAmelCase_ = False				)      ->    Dict:
											# Skip Tags
											__lowercase        =      0

											for line in self.lines:
																self.yaml_tags_line_count += 1
																if line.strip(''' \n'''				) == "---":
																					self.tag_count += 1
																					if self.tag_count == 2:
																										break
																line_count += 1
											if self.tag_count == 2:
																__lowercase        =      self.lines[line_count + 1 :]  # Get the last + 1 th item.
											else:
																__lowercase        =      self.lines[self.tag_count :]
											super().parse(suppress_parsing_errors=lowercase_				)







						def __str__(self				)      ->    Union[str, Any]:
											return str(self.to_dict()				)







						def 							_UpperCamelCase     (self  ,				UpperCAmelCase_				)      ->    List[Any]:
											__lowercase        =      []
											__lowercase        =      []
											if self.yaml_tags_line_count == 0:
																warning_list.append('''Empty YAML markers are present in the README.'''				)
											elif self.tag_count == 0:
																warning_list.append('''No YAML markers are present in the README.'''				)
											elif self.tag_count == 1:
																warning_list.append('''Only the start of YAML tags present in the README.'''				)
											# Check how many first level sections are present.
											__lowercase        =      len(self.content.keys()				)
											if num_first_level_keys > 1:
																# If more than one, add to the error list, continue
																error_list.append(
																    f'''The README has several first-level headings: {", ".join(["`"+x+"`" for x in list(self.content.keys()				)]				)}. Only one heading is expected. Skipping further validation for this README.'''				)
											elif num_first_level_keys < 1:
																# If less than one, append error.
																error_list.append(
																    '''The README has no first-level headings. One heading is expected. Skipping further validation for this README.'''				)

											else:
																# If one exactly
																__lowercase        =      list(self.content.keys()				)[0]  # Get the key
																if start_key.startswith('''Dataset Card for'''				):  # Check correct start
																					# If the starting is correct, validate all the sections
																					__lowercase    ,			__lowercase    ,			__lowercase        =      self.content[start_key].validate(
																					    readme_structure['''subsections'''][0]				)
																					error_list += sec_error_list
																					warning_list += sec_warning_list
																else:
																					# If not found, append error
																					error_list.append(
																					    '''No first-level heading starting with `Dataset Card for` found in README. Skipping further validation for this README.'''				)
											if error_list:
																# If there are errors, do not return the dictionary as it is invalid
																return {}, error_list, warning_list
											else:
																return self.to_dict(), error_list, warning_list


if __name__ == "__main__":
							from argparse import ArgumentParser

							a__			:						Optional[Any]							=			ArgumentParser(usage="""Validate the content (excluding YAML tags) of a README.md file.""")
							ap.add_argument("""readme_filepath""")
							a__			:						int							=			ap.parse_args()
							a__			:						List[Any]							=			Path(args.readme_filepath)
							a__			:						Optional[int]							=			ReadMe.from_readme(readme_filepath)







"""simple docstring"""


import shutil

import requests

def 					_lowerCAmelCase (  lowercase_						,      lowercase_ = False						,      lowercase_ = "."		):
						UpperCAmelCase			 =					'https://api.nasa.gov/planetary/apod'
						return requests.get(lowercase_						,      params={'api_key': api_key}		).json()

def 					_lowerCAmelCase (  lowercase_						,      lowercase_ = "."		):
						UpperCAmelCase			 =					get_apod_data(lowercase_		)
						UpperCAmelCase			 =					apod_data['url']
						UpperCAmelCase			 =					img_url.split('/'		)[-1]
						UpperCAmelCase			 =					requests.get(lowercase_						,      stream=lowercase_		)

						with open(F"""{path}/{img_name}"""						,      'wb+'		) as img_file:
												shutil.copyfileobj(response.raw						,      lowercase_		)
						del response
						return apod_data

def 					_lowerCAmelCase (  lowercase_		):
						UpperCAmelCase			 =					'https://images-api.nasa.gov/search'
						return requests.get(lowercase_						,      params={'q': query}		).json()


if __name__ == "__main__":
				print(save_apod("""YOUR API KEY"""))
				snake_case_								=			get_archive_data("""apollo 2011""")["""collection"""]["""items"""]
				print(apollo_aaaa_items[0]["""data"""][0]["""description"""])





