import os
from pathlib import Path
from unittest.mock import patch

import pytest
import zstandard as zstd

from datasets.download.download_config import DownloadConfig
from datasets.utils.file_utils import (
    OfflineModeIsEnabled,
    cached_path,
    fsspec_get,
    fsspec_head,
    ftp_get,
    ftp_head,
    get_from_cache,
    http_get,
    http_head,
)


_a     						=			'\\n    Text data.\n    Second line of data.'

_a     						=			'file'






@pytest.fixture(scope='session'     )
def 				__lowerCamelCase		(						lowerCAmelCase__     ):
       lowerCAmelCase__					     = tmp_path_factory.mktemp('data'     ) / (FILE_PATH + '.zstd')
       lowerCAmelCase__					     = bytes(lowerCAmelCase__     ,  'utf-8'     )
       with zstd.open(lowerCAmelCase__     ,  'wb'     ) as f:
              f.write(lowerCAmelCase__     )
       return path






@pytest.fixture
def 				__lowerCamelCase		(						lowerCAmelCase__     ):
       with open(os.path.join(tmpfs.local_root_dir     ,  lowerCAmelCase__     )     ,  'w'     ) as f:
              f.write(lowerCAmelCase__     )
       return FILE_PATH






@pytest.mark.parametrize('compression_format'     ,  ['gzip', 'xz', 'zstd']     )
def 				__lowerCamelCase		(						lowerCAmelCase__     ,  lowerCAmelCase__     ,  lowerCAmelCase__     ,  lowerCAmelCase__     ,  lowerCAmelCase__     ,  lowerCAmelCase__     ):
       lowerCAmelCase__					     = {'gzip': gz_file, 'xz': xz_file, 'zstd': zstd_path}
       lowerCAmelCase__					     = input_paths[compression_format]
       lowerCAmelCase__					     = tmp_path / 'cache'
       lowerCAmelCase__					     = DownloadConfig(cache_dir=lowerCAmelCase__     ,  extract_compressed_file=lowerCAmelCase__     )
       lowerCAmelCase__					     = cached_path(lowerCAmelCase__     ,  download_config=lowerCAmelCase__     )
       with open(lowerCAmelCase__     ) as f:
              lowerCAmelCase__					     = f.read()
       with open(lowerCAmelCase__     ) as f:
              lowerCAmelCase__					     = f.read()
       assert extracted_file_content == expected_file_content






@pytest.mark.parametrize('default_extracted'     ,  [True, False]     )
@pytest.mark.parametrize('default_cache_dir'     ,  [True, False]     )
def 				__lowerCamelCase		(						lowerCAmelCase__     ,  lowerCAmelCase__     ,  lowerCAmelCase__     ,  lowerCAmelCase__     ,  lowerCAmelCase__     ):
       lowerCAmelCase__					     = 'custom_cache'
       lowerCAmelCase__					     = 'custom_extracted_dir'
       lowerCAmelCase__					     = tmp_path / 'custom_extracted_path'
       if default_extracted:
              lowerCAmelCase__					     = ('downloads' if default_cache_dir else custom_cache_dir, 'extracted')
       else:
              monkeypatch.setattr('datasets.config.EXTRACTED_DATASETS_DIR'     ,  lowerCAmelCase__     )
              monkeypatch.setattr('datasets.config.EXTRACTED_DATASETS_PATH'     ,  str(lowerCAmelCase__     )     )
              lowerCAmelCase__					     = custom_extracted_path.parts[-2:] if default_cache_dir else (custom_cache_dir, custom_extracted_dir)

       lowerCAmelCase__					     = xz_file
       lowerCAmelCase__					     = (
           DownloadConfig(extract_compressed_file=lowerCAmelCase__     )
           if default_cache_dir
           else DownloadConfig(cache_dir=tmp_path / custom_cache_dir     ,  extract_compressed_file=lowerCAmelCase__     )
       )
       lowerCAmelCase__					     = cached_path(lowerCAmelCase__     ,  download_config=lowerCAmelCase__     )
       assert Path(lowerCAmelCase__     ).parent.parts[-2:] == expected






def 				__lowerCamelCase		(						lowerCAmelCase__     ):
       # absolute path
       lowerCAmelCase__					     = str(Path(lowerCAmelCase__     ).resolve()     )
       assert cached_path(lowerCAmelCase__     ) == text_file
       # relative path
       lowerCAmelCase__					     = str(Path(lowerCAmelCase__     ).resolve().relative_to(Path(os.getcwd()     )     )     )
       assert cached_path(lowerCAmelCase__     ) == text_file






def 				__lowerCamelCase		(						lowerCAmelCase__     ):
       # absolute path
       lowerCAmelCase__					     = str(tmp_path.resolve() / '__missing_file__.txt'     )
       with pytest.raises(lowerCAmelCase__     ):
              cached_path(lowerCAmelCase__     )
       # relative path
       lowerCAmelCase__					     = './__missing_file__.txt'
       with pytest.raises(lowerCAmelCase__     ):
              cached_path(lowerCAmelCase__     )






def 				__lowerCamelCase		(						lowerCAmelCase__     ):
       lowerCAmelCase__					     = get_from_cache(F"""tmp://{tmpfs_file}"""     )
       with open(lowerCAmelCase__     ) as f:
              lowerCAmelCase__					     = f.read()
       assert output_file_content == FILE_CONTENT






@patch('datasets.config.HF_DATASETS_OFFLINE'     ,  lowerCAmelCase__     )
def 				__lowerCamelCase		(						):
       with pytest.raises(lowerCAmelCase__     ):
              cached_path('https://huggingface.co'     )






@patch('datasets.config.HF_DATASETS_OFFLINE'     ,  lowerCAmelCase__     )
def 				__lowerCamelCase		(						lowerCAmelCase__     ):
       lowerCAmelCase__					     = tmp_path_factory.mktemp('data'     ) / 'file.html'
       with pytest.raises(lowerCAmelCase__     ):
              http_get('https://huggingface.co'     ,  temp_file=lowerCAmelCase__     )
       with pytest.raises(lowerCAmelCase__     ):
              http_head('https://huggingface.co'     )






@patch('datasets.config.HF_DATASETS_OFFLINE'     ,  lowerCAmelCase__     )
def 				__lowerCamelCase		(						lowerCAmelCase__     ):
       lowerCAmelCase__					     = tmp_path_factory.mktemp('data'     ) / 'file.html'
       with pytest.raises(lowerCAmelCase__     ):
              ftp_get('ftp://huggingface.co'     ,  temp_file=lowerCAmelCase__     )
       with pytest.raises(lowerCAmelCase__     ):
              ftp_head('ftp://huggingface.co'     )






@patch('datasets.config.HF_DATASETS_OFFLINE'     ,  lowerCAmelCase__     )
def 				__lowerCamelCase		(						lowerCAmelCase__     ):
       lowerCAmelCase__					     = tmp_path_factory.mktemp('data'     ) / 'file.html'
       with pytest.raises(lowerCAmelCase__     ):
              fsspec_get('s3://huggingface.co'     ,  temp_file=lowerCAmelCase__     )
       with pytest.raises(lowerCAmelCase__     ):
              fsspec_head('s3://huggingface.co'     )

import argparse
from collections import defaultdict

import yaml


lowerCAmelCase__     						=			'docs/source/en/_toctree.yml'






def 				__lowerCamelCase		(						lowerCAmelCase__     ):
       lowerCAmelCase__					     = defaultdict(lowerCAmelCase__     )
       for doc in model_doc:
              counts[doc["local"]] += 1
       lowerCAmelCase__					     = [key for key, value in counts.items() if value > 1]

       lowerCAmelCase__					     = []
       for duplicate_key in duplicates:
              lowerCAmelCase__					     = list({doc['title'] for doc in model_doc if doc['local'] == duplicate_key}     )
              if len(lowerCAmelCase__     ) > 1:
                     raise ValueError(
                         F"""{duplicate_key} is present several times in the documentation table of content at """
                         '`docs/source/en/_toctree.yml` with different *Title* values. Choose one of those and remove the '
                         'others.'     )
              # Only add this once
              new_doc.append({'local': duplicate_key, 'title': titles[0]}     )

       # Add none duplicate-keys
       new_doc.extend([doc for doc in model_doc if counts[doc['local']] == 1]     )

       # Sort
       return sorted(lowerCAmelCase__     ,  key=lambda lowerCAmelCase__     : s["title"].lower()     )






def 				__lowerCamelCase		(						lowerCAmelCase__=False     ):
       with open(lowerCAmelCase__     ,  encoding='utf-8'     ) as f:
              lowerCAmelCase__					     = yaml.safe_load(f.read()     )

       # Get to the API doc
       lowerCAmelCase__					     = 0
       while content[api_idx]["title"] != "API":
              api_idx += 1
       lowerCAmelCase__					     = content[api_idx]['sections']

       # Then to the model doc
       lowerCAmelCase__					     = 0
       while api_doc[model_idx]["title"] != "Models":
              model_idx += 1

       lowerCAmelCase__					     = api_doc[model_idx]['sections']

       lowerCAmelCase__					     = [(idx, section) for idx, section in enumerate(lowerCAmelCase__     ) if 'sections' in section]
       lowerCAmelCase__					     = False
       for idx, modality_doc in modalities_docs:
              lowerCAmelCase__					     = modality_doc['sections']
              lowerCAmelCase__					     = clean_model_doc_toc(lowerCAmelCase__     )

              if old_modality_doc != new_modality_doc:
                     lowerCAmelCase__					     = True
                     if overwrite:
                            lowerCAmelCase__					     = new_modality_doc

       if diff:
              if overwrite:
                     lowerCAmelCase__					     = model_doc
                     lowerCAmelCase__					     = api_doc
                     with open(lowerCAmelCase__     ,  'w'     ,  encoding='utf-8'     ) as f:
                            f.write(yaml.dump(lowerCAmelCase__     ,  allow_unicode=lowerCAmelCase__     )     )
              else:
                     raise ValueError(
                         'The model doc part of the table of content is not properly sorted, run `make style` to fix this.'     )


if __name__ == "__main__":
    lowerCAmelCase__     						=			argparse.ArgumentParser()
    parser.add_argument('--fix_and_overwrite', action='store_true', help='Whether to fix inconsistencies.')
    lowerCAmelCase__     						=			parser.parse_args()

    check_model_doc(args.fix_and_overwrite)
