






import unittest

from transformers.testing_utils import CaptureStdout
from transformers.tools.python_interpreter import evaluate




def 		__SCREAMING_SNAKE_CASE					(  _UpperCamelCase							):


   """simple docstring"""




   return x + 2





class        _UpperCAmelCase						(		unittest.TestCase			):




    def 				lowerCAmelCase__				(			self  :       List[str]			):






       '''simple docstring'''






       lowercase_	:    str           =     "x = 3"
       lowercase_	:    Union[str, Any]           =     {}
       lowercase_	:    Dict           =     evaluate(a  ,     {}  ,     state=a			)
       assert result == 3
       self.assertDictEqual(a  ,     {"x": 3}			)

       lowercase_	:    Optional[int]           =     "x = y"
       lowercase_	:    Optional[Any]           =     {"y": 5}
       lowercase_	:    Tuple           =     evaluate(a  ,     {}  ,     state=a			)
       # evaluate returns the value of the last assignment.
       assert result == 5
       self.assertDictEqual(a  ,     {"x": 5, "y": 5}			)




    def 				lowerCAmelCase__				(			self  :       List[Any]			):






       '''simple docstring'''






       lowercase_	:    List[Any]           =     "y = add_two(x)"
       lowercase_	:    Optional[Any]           =     {"x": 3}
       lowercase_	:    Union[str, Any]           =     evaluate(a  ,     {"add_two": add_two}  ,     state=a			)
       assert result == 5
       self.assertDictEqual(a  ,     {"x": 3, "y": 5}			)

       # Won't work without the tool
       with CaptureStdout() as out:
          lowercase_	:    List[Any]           =     evaluate(a  ,     {}  ,     state=a			)
       assert result is None
       assert "tried to execute add_two" in out.out




    def 				lowerCAmelCase__				(			self  :       List[Any]			):






       '''simple docstring'''






       lowercase_	:    Dict           =     "x = 3"
       lowercase_	:    int           =     {}
       lowercase_	:    List[str]           =     evaluate(a  ,     {}  ,     state=a			)
       assert result == 3
       self.assertDictEqual(a  ,     {"x": 3}			)




    def 				lowerCAmelCase__				(			self  :       str			):






       '''simple docstring'''






       lowercase_	:    Any           =     "test_dict = {'x': x, 'y': add_two(x)}"
       lowercase_	:    List[Any]           =     {"x": 3}
       lowercase_	:    Optional[int]           =     evaluate(a  ,     {"add_two": add_two}  ,     state=a			)
       self.assertDictEqual(a  ,     {"x": 3, "y": 5}			)
       self.assertDictEqual(a  ,     {"x": 3, "test_dict": {"x": 3, "y": 5}}			)




    def 				lowerCAmelCase__				(			self  :       Any			):






       '''simple docstring'''






       lowercase_	:    str           =     "x = 3\ny = 5"
       lowercase_	:    Any           =     {}
       lowercase_	:    Optional[Any]           =     evaluate(a  ,     {}  ,     state=a			)
       # evaluate returns the value of the last assignment.
       assert result == 5
       self.assertDictEqual(a  ,     {"x": 3, "y": 5}			)




    def 				lowerCAmelCase__				(			self  :       Optional[Any]			):






       '''simple docstring'''






       lowercase_	:    Optional[Any]           =     "text = f'This is x: {x}.'"
       lowercase_	:    List[Any]           =     {"x": 3}
       lowercase_	:    str           =     evaluate(a  ,     {}  ,     state=a			)
       # evaluate returns the value of the last assignment.
       assert result == "This is x: 3."
       self.assertDictEqual(a  ,     {"x": 3, "text": "This is x: 3."}			)




    def 				lowerCAmelCase__				(			self  :       Any			):






       '''simple docstring'''






       lowercase_	:    Tuple           =     "if x <= 3:\n    y = 2\nelse:\n    y = 5"
       lowercase_	:    List[Any]           =     {"x": 3}
       lowercase_	:    Tuple           =     evaluate(a  ,     {}  ,     state=a			)
       # evaluate returns the value of the last assignment.
       assert result == 2
       self.assertDictEqual(a  ,     {"x": 3, "y": 2}			)

       lowercase_	:    List[str]           =     {"x": 8}
       lowercase_	:    List[Any]           =     evaluate(a  ,     {}  ,     state=a			)
       # evaluate returns the value of the last assignment.
       assert result == 5
       self.assertDictEqual(a  ,     {"x": 8, "y": 5}			)




    def 				lowerCAmelCase__				(			self  :       Union[str, Any]			):






       '''simple docstring'''






       lowercase_	:    List[Any]           =     "test_list = [x, add_two(x)]"
       lowercase_	:    int           =     {"x": 3}
       lowercase_	:    Dict           =     evaluate(a  ,     {"add_two": add_two}  ,     state=a			)
       self.assertListEqual(a  ,     [3, 5]			)
       self.assertDictEqual(a  ,     {"x": 3, "test_list": [3, 5]}			)




    def 				lowerCAmelCase__				(			self  :       Dict			):






       '''simple docstring'''






       lowercase_	:    List[Any]           =     "y = x"
       lowercase_	:    Dict           =     {"x": 3}
       lowercase_	:    List[Any]           =     evaluate(a  ,     {}  ,     state=a			)
       assert result == 3
       self.assertDictEqual(a  ,     {"x": 3, "y": 3}			)




    def 				lowerCAmelCase__				(			self  :       Dict			):






       '''simple docstring'''






       lowercase_	:    Dict           =     "test_list = [x, add_two(x)]\ntest_list[1]"
       lowercase_	:    Union[str, Any]           =     {"x": 3}
       lowercase_	:    Union[str, Any]           =     evaluate(a  ,     {"add_two": add_two}  ,     state=a			)
       assert result == 5
       self.assertDictEqual(a  ,     {"x": 3, "test_list": [3, 5]}			)

       lowercase_	:    str           =     "test_dict = {'x': x, 'y': add_two(x)}\ntest_dict['y']"
       lowercase_	:    Dict           =     {"x": 3}
       lowercase_	:    Tuple           =     evaluate(a  ,     {"add_two": add_two}  ,     state=a			)
       assert result == 5
       self.assertDictEqual(a  ,     {"x": 3, "test_dict": {"x": 3, "y": 5}}			)





    def 				lowerCAmelCase__				(			self  :       List[str]			):






       '''simple docstring'''






       lowercase_	:    List[Any]           =     "x = 0\nfor i in range(3):\n    x = i"
       lowercase_	:    str           =     {}
       lowercase_	:    Optional[Any]           =     evaluate(a  ,     {"range": range}  ,     state=a			)
       assert result == 2
       self.assertDictEqual(a  ,     {"x": 2, "i": 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


UpperCamelCase__ =			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 		__SCREAMING_SNAKE_CASE					(  _UpperCamelCase						,		_UpperCamelCase							):


   """simple docstring"""




   return (abs(source - target							) / target) < 0.01





@pytest.mark.integration
def 		__SCREAMING_SNAKE_CASE					(  _UpperCamelCase							):


   """simple docstring"""




   lowercase_	:    Optional[int]           =     _TestCommandArgs(dataset=_UpperCamelCase						,		all_configs=_UpperCamelCase						,		save_infos=_UpperCamelCase							)
   lowercase_	:    int           =     TestCommand(*_UpperCamelCase							)
   test_command.run()
   lowercase_	:    List[str]           =     os.path.join(_UpperCamelCase						,		"README.md"							)
   assert os.path.exists(_UpperCamelCase							)
   lowercase_	:    Any           =     DatasetInfosDict.from_directory(_UpperCamelCase							)
   lowercase_	:    Optional[int]           =     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": 235_1563,
                       "num_examples": 1_0000,
                   },
                   {
                       "name": "validation",
                       "num_bytes": 23_8418,
                       "num_examples": 1000,
                   },
               ]						,		download_size=394_0680						,		dataset_size=258_9981						,		)
       }							)
   assert dataset_infos.keys() == expected_dataset_infos.keys()
   for key in DatasetInfo._INCLUDED_INFO_IN_YAML:
      lowercase_    ,		lowercase_	:    Optional[int]           =     getattr(dataset_infos["default"]						,		_UpperCamelCase							), getattr(expected_dataset_infos["default"]						,		_UpperCamelCase							)
      if key == "num_bytes":
         assert is_apercent_close(_UpperCamelCase						,		_UpperCamelCase							)
      elif key == "splits":
         assert list(_UpperCamelCase							) == list(_UpperCamelCase							)
         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




