
"""simple docstring"""


import json
import os
from pathlib import Path

import pytest

from datasets.download.download_config import DownloadConfig
from datasets.download.download_manager import DownloadManager
from datasets.utils.file_utils import hash_url_to_filename


A_    							=					"""http://www.mocksite.com/file1.txt"""
A_    							=					"""\"text\": [\"foo\", \"foo\"]"""
A_    							=					"""6d8ce9aa78a471c7477201efbeabd3bb01ac2e7d100a6dc024ba1608361f90a8"""




class  __lowerCamelCase  :
				a__:      str          =    200
				a__:      Tuple          =    {'Content-Length': '100'}
				a__:      Any          =    {}




				def        UpperCAmelCase__						(				self							,						**UpperCAmelCase   ):
							return [bytes(UpperCAmelCase							,						'''utf-8'''   )]






def  lowercase						(	*lowerCAmelCase__	,**lowerCAmelCase__						):
			return MockResponse()






@pytest.mark.parametrize('''urls_type'''	,[str, list, dict]						)
def  lowercase						(	lowerCAmelCase__	,lowerCAmelCase__	,lowerCAmelCase__						):
			import requests

			monkeypatch.setattr(lowerCAmelCase__	,'''request'''	,lowerCAmelCase__						)

			lowerCamelCase_					=  URL
			if issubclass(lowerCAmelCase__	,lowerCAmelCase__						):
						lowerCamelCase_					=  url
			elif issubclass(lowerCAmelCase__	,lowerCAmelCase__						):
						lowerCamelCase_					=  [url]
			elif issubclass(lowerCAmelCase__	,lowerCAmelCase__						):
						lowerCamelCase_					=  {'''train''': url}
			lowerCamelCase_					=  '''dummy'''
			lowerCamelCase_					=  '''downloads'''
			lowerCamelCase_					=  tmp_path
			lowerCamelCase_					=  DownloadConfig(
			    cache_dir=os.path.join(lowerCAmelCase__	,lowerCAmelCase__						)	,use_etag=lowerCAmelCase__	,)
			lowerCamelCase_					=  DownloadManager(dataset_name=lowerCAmelCase__	,download_config=lowerCAmelCase__						)
			lowerCamelCase_					=  dl_manager.download(lowerCAmelCase__						)
			lowerCamelCase_					=  urls
			for downloaded_paths in [downloaded_paths]:
						if isinstance(lowerCAmelCase__	,lowerCAmelCase__						):
									lowerCamelCase_					=  [downloaded_paths]
									lowerCamelCase_					=  [urls]
						elif isinstance(lowerCAmelCase__	,lowerCAmelCase__						):
									assert "train" in downloaded_paths.keys()
									lowerCamelCase_					=  downloaded_paths.values()
									lowerCamelCase_					=  urls.values()
						assert downloaded_paths
						for downloaded_path, input_url in zip(lowerCAmelCase__	,lowerCAmelCase__						):
									assert downloaded_path == dl_manager.downloaded_paths[input_url]
									lowerCamelCase_					=  Path(lowerCAmelCase__						)
									lowerCamelCase_					=  downloaded_path.parts
									assert parts[-1] == HASH
									assert parts[-2] == cache_subdir
									assert downloaded_path.exists()
									lowerCamelCase_					=  downloaded_path.read_text()
									assert content == CONTENT
									lowerCamelCase_					=  downloaded_path.with_suffix('''.json'''						)
									assert metadata_downloaded_path.exists()
									lowerCamelCase_					=  json.loads(metadata_downloaded_path.read_text()						)
									assert metadata_content == {"url": URL, "etag": None}






@pytest.mark.parametrize('''paths_type'''	,[str, list, dict]						)
def  lowercase						(	lowerCAmelCase__	,lowerCAmelCase__	,lowerCAmelCase__						):
			lowerCamelCase_					=  str(lowerCAmelCase__						)
			if issubclass(lowerCAmelCase__	,lowerCAmelCase__						):
						lowerCamelCase_					=  filename
			elif issubclass(lowerCAmelCase__	,lowerCAmelCase__						):
						lowerCamelCase_					=  [filename]
			elif issubclass(lowerCAmelCase__	,lowerCAmelCase__						):
						lowerCamelCase_					=  {'''train''': filename}
			lowerCamelCase_					=  '''dummy'''
			lowerCamelCase_					=  xz_file.parent
			lowerCamelCase_					=  '''extracted'''
			lowerCamelCase_					=  DownloadConfig(
			    cache_dir=lowerCAmelCase__	,use_etag=lowerCAmelCase__	,)
			lowerCamelCase_					=  DownloadManager(dataset_name=lowerCAmelCase__	,download_config=lowerCAmelCase__						)
			lowerCamelCase_					=  dl_manager.extract(lowerCAmelCase__						)
			lowerCamelCase_					=  paths
			for extracted_paths in [extracted_paths]:
						if isinstance(lowerCAmelCase__	,lowerCAmelCase__						):
									lowerCamelCase_					=  [extracted_paths]
									lowerCamelCase_					=  [paths]
						elif isinstance(lowerCAmelCase__	,lowerCAmelCase__						):
									assert "train" in extracted_paths.keys()
									lowerCamelCase_					=  extracted_paths.values()
									lowerCamelCase_					=  paths.values()
						assert extracted_paths
						for extracted_path, input_path in zip(lowerCAmelCase__	,lowerCAmelCase__						):
									assert extracted_path == dl_manager.extracted_paths[input_path]
									lowerCamelCase_					=  Path(lowerCAmelCase__						)
									lowerCamelCase_					=  extracted_path.parts
									assert parts[-1] == hash_url_to_filename(lowerCAmelCase__	,etag=lowerCAmelCase__						)
									assert parts[-2] == extracted_subdir
									assert extracted_path.exists()
									lowerCamelCase_					=  extracted_path.read_text()
									lowerCamelCase_					=  text_file.read_text()
									assert extracted_file_content == expected_file_content






def  lowercase						(	lowerCAmelCase__	,lowerCAmelCase__						):
			assert path.endswith('''.jsonl'''						)
			for num_items, line in enumerate(lowerCAmelCase__	,start=1						):
						lowerCamelCase_					=  json.loads(line.decode('''utf-8'''						)						)
						assert item.keys() == {"col_1", "col_2", "col_3"}
			assert num_items == 4






@pytest.mark.parametrize('''archive_jsonl'''	,['''tar_jsonl_path''', '''zip_jsonl_path''']						)
def  lowercase						(	lowerCAmelCase__	,lowerCAmelCase__						):
			lowerCamelCase_					=  request.getfixturevalue(lowerCAmelCase__						)
			lowerCamelCase_					=  DownloadManager()
			for num_jsonl, (path, file) in enumerate(dl_manager.iter_archive(lowerCAmelCase__						)	,start=1						):
						_test_jsonl(lowerCAmelCase__	,lowerCAmelCase__						)
			assert num_jsonl == 2






@pytest.mark.parametrize('''archive_nested_jsonl'''	,['''tar_nested_jsonl_path''', '''zip_nested_jsonl_path''']						)
def  lowercase						(	lowerCAmelCase__	,lowerCAmelCase__						):
			lowerCamelCase_					=  request.getfixturevalue(lowerCAmelCase__						)
			lowerCamelCase_					=  DownloadManager()
			for num_tar, (path, file) in enumerate(dl_manager.iter_archive(lowerCAmelCase__						)	,start=1						):
						for num_jsonl, (subpath, subfile) in enumerate(dl_manager.iter_archive(lowerCAmelCase__						)	,start=1						):
									_test_jsonl(lowerCAmelCase__	,lowerCAmelCase__						)
			assert num_tar == 1
			assert num_jsonl == 2






def  lowercase						(	lowerCAmelCase__						):
			lowerCamelCase_					=  DownloadManager()
			for num_file, file in enumerate(dl_manager.iter_files(lowerCAmelCase__						)	,start=1						):
						assert os.path.basename(lowerCAmelCase__						) == ("test.txt" if num_file == 1 else "train.txt")
			assert num_file == 2





"""simple docstring"""


import os
from collections import namedtuple

import pytest

from datasets import ClassLabel, Features, Sequence, Value
from datasets.commands.test import TestCommand
from datasets.info import DatasetInfo, DatasetInfosDict


A_    							=					namedtuple(
    """_TestCommandArgs""",
    [
        """dataset""",
        """name""",
        """cache_dir""",
        """data_dir""",
        """all_configs""",
        """save_infos""",
        """ignore_verifications""",
        """force_redownload""",
        """clear_cache""",
    ],
    defaults=[None, None, None, False, False, False, False, False],
)






def  lowercase						(	lowerCAmelCase__	,lowerCAmelCase__						):
			return (abs(source - target						) / target) < 0.01






@pytest.mark.integration
def  lowercase						(	lowerCAmelCase__						):
			lowerCamelCase_					=  _TestCommandArgs(dataset=lowerCAmelCase__	,all_configs=lowerCAmelCase__	,save_infos=lowerCAmelCase__						)
			lowerCamelCase_					=  TestCommand(*lowerCAmelCase__						)
			test_command.run()
			lowerCamelCase_					=  os.path.join(lowerCAmelCase__	,'''README.md'''						)
			assert os.path.exists(lowerCAmelCase__						)
			lowerCamelCase_					=  DatasetInfosDict.from_directory(lowerCAmelCase__						)
			lowerCamelCase_					=  DatasetInfosDict(
			    {
			        '''default''': DatasetInfo(
			            features=Features(
			                {
			                    '''tokens''': Sequence(Value('''string'''						)						),
			                    '''ner_tags''': Sequence(
			                        ClassLabel(names=['''O''', '''B-PER''', '''I-PER''', '''B-ORG''', '''I-ORG''', '''B-LOC''', '''I-LOC''']						)						),
			                    '''langs''': Sequence(Value('''string'''						)						),
			                    '''spans''': Sequence(Value('''string'''						)						),
			                }						)	,splits=[
			                {
			                    '''name''': '''train''',
			                    '''num_bytes''': 2_351_563,
			                    '''num_examples''': 10_000,
			                },
			                {
			                    '''name''': '''validation''',
			                    '''num_bytes''': 238_418,
			                    '''num_examples''': 1_000,
			                },
			            ]	,download_size=3_940_680	,dataset_size=2_589_981	,)
			    }						)
			assert dataset_infos.keys() == expected_dataset_infos.keys()
			for key in DatasetInfo._INCLUDED_INFO_IN_YAML:
						lowerCamelCase_		, lowerCamelCase_					=  getattr(dataset_infos['''default''']	,lowerCAmelCase__						), getattr(expected_dataset_infos['''default''']	,lowerCAmelCase__						)
						if key == "num_bytes":
									assert is_apercent_close(lowerCAmelCase__	,lowerCAmelCase__						)
						elif key == "splits":
									assert list(lowerCAmelCase__						) == list(lowerCAmelCase__						)
									for split in result:
												assert result[split].name == expected[split].name
												assert result[split].num_examples == expected[split].num_examples
												assert is_apercent_close(result[split].num_bytes	,expected[split].num_bytes						)
						else:
									result == expected



