

"""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				   =							'https://github.com/huggingface/datasets/tree/main/src/datasets/utils'
_a				   =							F"{BASE_REF_URL}/{__file__}"
_a				   =							logging.getLogger(__name__)




def 						_A						(						UpperCamelCase_  : str)			->		Tuple[Any, str]:
   '''simple docstring'''


   __lowercase			=		pkg_resources.read_text(UpperCamelCase_,    UpperCamelCase_)
   return yaml.safe_load(UpperCamelCase_), F"""{BASE_REF_URL}/resources/{resource}"""


_a   ,		_a				   =							load_yaml_resource('readme_structure.yaml')

_a				   =							[
    '[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				   =							Tuple[dict, List[str], List[str]]




class       _lowerCAmelCase						:







 """simple docstring"""







 def __init__(    self							:    Union[str, Any],      UpperCAmelCase__							:    str,      UpperCAmelCase__							:    str,      UpperCAmelCase__							:    List[str] = None,      UpperCAmelCase__							:    bool = False			):
    __lowercase			=		name
    __lowercase			=		level
    __lowercase			=		lines
    __lowercase			=		""
    __lowercase			=		True
    __lowercase			=		{}
    __lowercase			=		[]
    __lowercase			=		[]
    if self.lines is not None:
       self.parse(suppress_parsing_errors=UpperCAmelCase__			)


 def       _lowercase				(    self							:    int,      UpperCAmelCase__							:    bool = False			):
    __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(UpperCAmelCase__,      self.level + "#",      UpperCAmelCase__			)
             __lowercase			=		[]
          else:
             if current_lines != []:
                self.text += "".join(UpperCAmelCase__			).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(UpperCAmelCase__			)
    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(UpperCAmelCase__,      self.level + "#",      UpperCAmelCase__			)
       else:
          if current_lines != []:
             self.text += "".join(UpperCAmelCase__			).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(UpperCAmelCase__			)


 def       _lowercase				(    self							:    int,      UpperCAmelCase__							:    dict			):
    __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(UpperCAmelCase__			):
             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       _lowercase				(    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       _lowerCAmelCase						(			lowercase     ):  # Level 0







 """simple docstring"""







 def __init__(    self							:    Tuple,      UpperCAmelCase__							:    str,      UpperCAmelCase__							:    List[str],      UpperCAmelCase__							:    dict = None,      UpperCAmelCase__							:    bool = False			):
    super().__init__(name=UpperCAmelCase__,      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=UpperCAmelCase__			)


 def       _lowercase				(    self							:    int			):
    if self.structure is None:
       __lowercase	,__lowercase	,__lowercase			=		self._validate(UpperCAmelCase__			)
    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(UpperCAmelCase__			)


 @classmethod
 def       _lowercase				(    cls							:    Tuple,      UpperCAmelCase__							:    Path,      UpperCAmelCase__							:    dict = None,      UpperCAmelCase__							:    bool = False			):
    with open(UpperCAmelCase__,      encoding="utf-8"			) as f:
       __lowercase			=		f.readlines()
    return cls(UpperCAmelCase__,      UpperCAmelCase__,      UpperCAmelCase__,      suppress_parsing_errors=UpperCAmelCase__			)


 @classmethod
 def       _lowercase				(    cls							:    Dict,      UpperCAmelCase__							:    str,      UpperCAmelCase__							:    dict = None,      UpperCAmelCase__							:    str = "root",      UpperCAmelCase__							:    bool = False			):
    __lowercase			=		string.split("\n"			)
    return cls(UpperCAmelCase__,      UpperCAmelCase__,      UpperCAmelCase__,      suppress_parsing_errors=UpperCAmelCase__			)


 def       _lowercase				(    self							:    str,      UpperCAmelCase__							:    bool = False			):
    # 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=UpperCAmelCase__			)


 def __str__(    self							:    List[Any]			):
    return str(self.to_dict()			)



 def       _lowercase				(    self							:    Tuple,      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				   =							ArgumentParser(usage='Validate the content (excluding YAML tags) of a README.md file.')
   ap.add_argument('readme_filepath')
   _a				   =							ap.parse_args()
   _a				   =							Path(args.readme_filepath)
   _a				   =							ReadMe.from_readme(readme_filepath)







"""simple docstring"""





import shutil

import requests




def 						_A						(						UpperCamelCase_  : str,    UpperCamelCase_  : bool = False,    UpperCamelCase_  : str = ".")			->		dict:
   '''simple docstring'''


   __lowercase			=		"https://api.nasa.gov/planetary/apod"
   return requests.get(UpperCamelCase_,    params={"api_key": api_key}).json()




def 						_A						(						UpperCamelCase_  : str,    UpperCamelCase_  : str = ".")			->		dict:
   '''simple docstring'''


   __lowercase			=		get_apod_data(UpperCamelCase_)
   __lowercase			=		apod_data["url"]
   __lowercase			=		img_url.split("/")[-1]
   __lowercase			=		requests.get(UpperCamelCase_,    stream=UpperCamelCase_)

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




def 						_A						(						UpperCamelCase_  : str)			->		dict:
   '''simple docstring'''


   __lowercase			=		"https://images-api.nasa.gov/search"
   return requests.get(UpperCamelCase_,    params={"q": query}).json()


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




