


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


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





class   __a      :
 __lowercase			:							int       					=			200
 __lowercase			:							Union[str, Any]       					=			{'Content-Length': '100'}
 __lowercase			:							Union[str, Any]       					=			{}
 def 		SCREAMING_SNAKE_CASE__       (       self    ,			**lowerCAmelCase__			) ->    Tuple:




        '''simple docstring'''
        return [bytes(lowerCAmelCase__    ,			'utf-8'			)]





def        snake_case_					(  *snake_case      ,							**snake_case					)  ->    List[Any]:
       return MockResponse()




@pytest.mark.parametrize('urls_type'      ,							[str, list, dict]					)
def        snake_case_					(  snake_case      ,							snake_case      ,							snake_case					)  ->    Any:
       import requests

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

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




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




def        snake_case_					(  snake_case      ,							snake_case					)  ->    List[Any]:
       assert path.endswith('.jsonl'					)
       for num_items, line in enumerate(snake_case      ,							start=1					):
              lowercase__:       Tuple        =       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        snake_case_					(  snake_case      ,							snake_case					)  ->    str:
       lowercase__:       str        =       request.getfixturevalue(snake_case					)
       lowercase__:       str        =       DownloadManager()
       for num_jsonl, (path, file) in enumerate(dl_manager.iter_archive(snake_case					)      ,							start=1					):
              _test_jsonl(snake_case      ,							snake_case					)
       assert num_jsonl == 2




@pytest.mark.parametrize('archive_nested_jsonl'      ,							['tar_nested_jsonl_path', 'zip_nested_jsonl_path']					)
def        snake_case_					(  snake_case      ,							snake_case					)  ->    Optional[int]:
       lowercase__:       Dict        =       request.getfixturevalue(snake_case					)
       lowercase__:       int        =       DownloadManager()
       for num_tar, (path, file) in enumerate(dl_manager.iter_archive(snake_case					)      ,							start=1					):
              for num_jsonl, (subpath, subfile) in enumerate(dl_manager.iter_archive(snake_case					)      ,							start=1					):
                     _test_jsonl(snake_case      ,							snake_case					)
       assert num_tar == 1
       assert num_jsonl == 2




def        snake_case_					(  snake_case					)  ->    Tuple:
       lowercase__:       Optional[Any]        =       DownloadManager()
       for num_file, file in enumerate(dl_manager.iter_files(snake_case					)      ,							start=1					):
              assert os.path.basename(snake_case					) == ("test.txt" if num_file == 1 else "train.txt")
       assert num_file == 2






from __future__ import annotations

from numpy import array, cos, cross, floataa, radians, sin
from numpy.typing import NDArray




def        snake_case_					(  snake_case      ,							snake_case      ,							snake_case = False					)  ->    list[float]:
       if radian_mode:
              return [magnitude * cos(snake_case					), magnitude * sin(snake_case					)]
       return [magnitude * cos(radians(snake_case					)					), magnitude * sin(radians(snake_case					)					)]




def        snake_case_					(  snake_case      ,							snake_case      ,							snake_case = 10**-1					)  ->    bool:
       lowercase__:       NDArray[floataa]        =       cross(snake_case      ,							snake_case					)
       lowercase__:       float        =       sum(snake_case					)
       return abs(snake_case					) < eps


if __name__ == "__main__":
 # Test to check if it works
 __lowerCAmelCase			=							array(
     [
         polar_force(718.4, 1_80 - 30),
         polar_force(879.54, 45),
         polar_force(1_00, -90),
     ]
 )

 __lowerCAmelCase			=							array([[0, 0], [0, 0], [0, 0]])

 assert in_static_equilibrium(forces, location)

 # Problem 1 in image_data/2D_problems.jpg
 __lowerCAmelCase			=							array(
     [
         polar_force(30 * 9.81, 15),
         polar_force(2_15, 1_80 - 45),
         polar_force(2_64, 90 - 30),
     ]
 )

 __lowerCAmelCase			=							array([[0, 0], [0, 0], [0, 0]])

 assert in_static_equilibrium(forces, location)

 # Problem in image_data/2D_problems_1.jpg
 __lowerCAmelCase			=							array([[0, -20_00], [0, -12_00], [0, 1_56_00], [0, -1_24_00]])

 __lowerCAmelCase			=							array([[0, 0], [6, 0], [10, 0], [12, 0]])

 assert in_static_equilibrium(forces, location)

 import doctest

 doctest.testmod()


