






"""simple docstring"""







import os
import zipfile

import pytest

from datasets.utils.extract import (
    BzipaExtractor,
    Extractor,
    GzipExtractor,
    LzaExtractor,
    SevenZipExtractor,
    TarExtractor,
    XzExtractor,
    ZipExtractor,
    ZstdExtractor,
)

from .utils import require_lza, require_pyazr, require_zstandard

@pytest.mark.parametrize(
    """compression_format, is_archive"""				,	[
        ("""7z""", True),
        ("""bz2""", False),
        ("""gzip""", False),
        ("""lz4""", False),
        ("""tar""", True),
        ("""xz""", False),
        ("""zip""", True),
        ("""zstd""", False),
    ]				,	)
def _a			(		_snake_case				,	_snake_case				,	_snake_case				,	_snake_case				,	_snake_case				,	_snake_case				,	_snake_case				,	_snake_case				,	_snake_case				,	_snake_case				,	_snake_case				,	_snake_case				,	):







						"""simple docstring"""






						UpperCAmelCase          =	{
						    """7z""": (seven_zip_file, SevenZipExtractor),
						    """bz2""": (bza_file, BzipaExtractor),
						    """gzip""": (gz_file, GzipExtractor),
						    """lz4""": (lza_file, LzaExtractor),
						    """tar""": (tar_file, TarExtractor),
						    """xz""": (xz_file, XzExtractor),
						    """zip""": (zip_file, ZipExtractor),
						    """zstd""": (zstd_file, ZstdExtractor),
						}
						UpperCAmelCase      , UpperCAmelCase          =	input_paths_and_base_extractors[compression_format]
						if input_path is None:
												UpperCAmelCase          =	F'''for \'{compression_format}\' compression_format, '''
												if compression_format == "7z":
																		reason += require_pyazr.kwargs["reason"]
												elif compression_format == "lz4":
																		reason += require_lza.kwargs["reason"]
												elif compression_format == "zstd":
																		reason += require_zstandard.kwargs["reason"]
												pytest.skip(_snake_case							)
						assert base_extractor.is_extractable(_snake_case							)
						UpperCAmelCase          =	tmp_path / ("""extracted""" if is_archive else """extracted.txt""")
						base_extractor.extract(_snake_case				,	_snake_case							)
						if is_archive:
												assert output_path.is_dir()
												for file_path in output_path.iterdir():
																		assert file_path.name == text_file.name
																		UpperCAmelCase          =	file_path.read_text(encoding="""utf-8"""							)
						else:
												UpperCAmelCase          =	output_path.read_text(encoding="""utf-8"""							)
						UpperCAmelCase          =	text_file.read_text(encoding="""utf-8"""							)
						assert extracted_file_content == expected_file_content

@pytest.mark.parametrize(
    """compression_format, is_archive"""				,	[
        ("""7z""", True),
        ("""bz2""", False),
        ("""gzip""", False),
        ("""lz4""", False),
        ("""tar""", True),
        ("""xz""", False),
        ("""zip""", True),
        ("""zstd""", False),
    ]				,	)
def _a			(		_snake_case				,	_snake_case				,	_snake_case				,	_snake_case				,	_snake_case				,	_snake_case				,	_snake_case				,	_snake_case				,	_snake_case				,	_snake_case				,	_snake_case				,	_snake_case				,	):







						"""simple docstring"""






						UpperCAmelCase          =	{
						    """7z""": seven_zip_file,
						    """bz2""": bza_file,
						    """gzip""": gz_file,
						    """lz4""": lza_file,
						    """tar""": tar_file,
						    """xz""": xz_file,
						    """zip""": zip_file,
						    """zstd""": zstd_file,
						}
						UpperCAmelCase          =	input_paths[compression_format]
						if input_path is None:
												UpperCAmelCase          =	F'''for \'{compression_format}\' compression_format, '''
												if compression_format == "7z":
																		reason += require_pyazr.kwargs["reason"]
												elif compression_format == "lz4":
																		reason += require_lza.kwargs["reason"]
												elif compression_format == "zstd":
																		reason += require_zstandard.kwargs["reason"]
												pytest.skip(_snake_case							)
						UpperCAmelCase          =	Extractor.infer_extractor_format(_snake_case							)
						assert extractor_format is not None
						UpperCAmelCase          =	tmp_path / ("""extracted""" if is_archive else """extracted.txt""")
						Extractor.extract(_snake_case				,	_snake_case				,	_snake_case							)
						if is_archive:
												assert output_path.is_dir()
												for file_path in output_path.iterdir():
																		assert file_path.name == text_file.name
																		UpperCAmelCase          =	file_path.read_text(encoding="""utf-8"""							)
						else:
												UpperCAmelCase          =	output_path.read_text(encoding="""utf-8"""							)
						UpperCAmelCase          =	text_file.read_text(encoding="""utf-8"""							)
						assert extracted_file_content == expected_file_content

@pytest.fixture
def _a			(		_snake_case				,	_snake_case							):







						"""simple docstring"""






						import tarfile

						UpperCAmelCase          =	tmp_path / """data_dot_dot"""
						directory.mkdir()
						UpperCAmelCase          =	directory / """tar_file_with_dot_dot.tar"""
						with tarfile.TarFile(_snake_case				,	"""w"""							) as f:
												f.add(_snake_case				,	arcname=os.path.join(""".."""				,	text_file.name							)							)
						return path

@pytest.fixture
def _a			(		_snake_case							):







						"""simple docstring"""






						import tarfile

						UpperCAmelCase          =	tmp_path / """data_sym_link"""
						directory.mkdir()
						UpperCAmelCase          =	directory / """tar_file_with_sym_link.tar"""
						os.symlink(""".."""				,	directory / """subdir"""				,	target_is_directory=_snake_case							)
						with tarfile.TarFile(_snake_case				,	"""w"""							) as f:
												f.add(str(directory / """subdir"""							)				,	arcname="""subdir"""							)  # str required by os.readlink on Windows and Python < 3.8
						return path

@pytest.mark.parametrize(
    """insecure_tar_file, error_log"""				,	[("""tar_file_with_dot_dot""", """illegal path"""), ("""tar_file_with_sym_link""", """Symlink""")]				,	)
def _a			(		_snake_case				,	_snake_case				,	_snake_case				,	_snake_case				,	_snake_case				,	_snake_case							):







						"""simple docstring"""






						UpperCAmelCase          =	{
						    """tar_file_with_dot_dot""": tar_file_with_dot_dot,
						    """tar_file_with_sym_link""": tar_file_with_sym_link,
						}
						UpperCAmelCase          =	insecure_tar_files[insecure_tar_file]
						UpperCAmelCase          =	tmp_path / """extracted"""
						TarExtractor.extract(_snake_case				,	_snake_case							)
						assert caplog.text
						for record in caplog.records:
												assert record.levelname == "ERROR"
												assert error_log in record.msg






def _a			(		_snake_case							):







						"""simple docstring"""






						UpperCAmelCase          =	tmpdir / """not_a_zip_file"""
						# From: https://github.com/python/cpython/pull/5053
						UpperCAmelCase          =	(
						    b"""\x89PNG\r\n\x1a\n\x00\x00\x00\rIHDR\x00\x00\x00\x01\x00\x00"""
						    b"""\x00\x02\x08\x06\x00\x00\x00\x99\x81\xb6'\x00\x00\x00\x15I"""
						    b"""DATx\x01\x01\n\x00\xf5\xff\x00PK\x05\x06\x00PK\x06\x06\x07"""
						    b"""\xac\x01N\xc6|a\r\x00\x00\x00\x00IEND\xaeB`\x82"""
						)
						with not_a_zip_file.open("""wb"""							) as f:
												f.write(_snake_case							)
						assert zipfile.is_zipfile(str(_snake_case							)							)  # is a false positive for `zipfile`
						assert not ZipExtractor.is_extractable(_snake_case							)  # but we're right











"""simple docstring"""







from pathlib import Path
from typing import List

from transformers import is_torch_available, is_vision_available
from transformers.testing_utils import get_tests_dir, is_tool_test
from transformers.tools.agent_types import AGENT_TYPE_MAPPING, AgentAudio, AgentImage, AgentText


if is_torch_available():
  import torch

if is_vision_available():
  from PIL import Image


_UpperCamelCase					      =  ["""text""", """image""", """audio"""]

def _a			(		_snake_case							):







      """simple docstring"""






      UpperCAmelCase          =	[]

      for input_type in input_types:
            if input_type == "text":
                  inputs.append("""Text input"""							)
            elif input_type == "image":
                  inputs.append(
                      Image.open(Path(get_tests_dir("""fixtures/tests_samples/COCO"""							)							) / """000000039769.png"""							).resize((512, 512)							)							)
            elif input_type == "audio":
                  inputs.append(torch.ones(3000							)							)
            elif isinstance(_snake_case				,	_snake_case							):
                  inputs.append(create_inputs(_snake_case							)							)
            else:
                  raise ValueError(F'''Invalid type requested: {input_type}'''							)

      return inputs

def _a			(		_snake_case							):







      """simple docstring"""






      UpperCAmelCase          =	[]

      for output in outputs:
            if isinstance(_snake_case				,	(str, AgentText)							):
                  output_types.append("""text"""							)
            elif isinstance(_snake_case				,	(Image.Image, AgentImage)							):
                  output_types.append("""image"""							)
            elif isinstance(_snake_case				,	(torch.Tensor, AgentAudio)							):
                  output_types.append("""audio"""							)
            else:
                  raise ValueError(F'''Invalid output: {output}'''							)

      return output_types







@is_tool_test
class  lowerCamelCase__ :






    def     _UpperCamelCase							(			self ):
          self.assertTrue(hasattr(self.tool     ,"""inputs""" ) )
          self.assertTrue(hasattr(self.tool     ,"""outputs""" ) )

          UpperCAmelCase          =	self.tool.inputs
          for _input in inputs:
                if isinstance(_input     ,A ):
                      for __input in _input:
                            self.assertTrue(__input in authorized_types )
                else:
                      self.assertTrue(_input in authorized_types )

          UpperCAmelCase          =	self.tool.outputs
          for _output in outputs:
                self.assertTrue(_output in authorized_types )






    def     _UpperCamelCase							(			self ):
          UpperCAmelCase          =	create_inputs(self.tool.inputs )
          UpperCAmelCase          =	self.tool(*A )

          # There is a single output
          if len(self.tool.outputs ) == 1:
                UpperCAmelCase          =	[outputs]

          self.assertListEqual(output_types(A )     ,self.tool.outputs )






    def     _UpperCamelCase							(			self ):
          self.assertTrue(hasattr(self.tool     ,"""description""" ) )
          self.assertTrue(hasattr(self.tool     ,"""default_checkpoint""" ) )
          self.assertTrue(self.tool.description.startswith("""This is a tool that""" ) )






    def     _UpperCamelCase							(			self ):
          UpperCAmelCase          =	create_inputs(self.tool.inputs )
          UpperCAmelCase          =	self.tool(*A )

          if not isinstance(A     ,A ):
                UpperCAmelCase          =	[outputs]

          self.assertEqual(len(A )     ,len(self.tool.outputs ) )

          for output, output_type in zip(A     ,self.tool.outputs ):
                UpperCAmelCase          =	AGENT_TYPE_MAPPING[output_type]
                self.assertTrue(isinstance(A     ,A ) )






    def     _UpperCamelCase							(			self ):
          UpperCAmelCase          =	create_inputs(self.tool.inputs )

          UpperCAmelCase          =	[]

          for _input, input_type in zip(A     ,self.tool.inputs ):
                if isinstance(A     ,A ):
                      _inputs.append([AGENT_TYPE_MAPPING[_input_type](_input ) for _input_type in input_type] )
                else:
                      _inputs.append(AGENT_TYPE_MAPPING[input_type](_input ) )

        # Should not raise an error
          UpperCAmelCase          =	self.tool(*A )

          if not isinstance(A     ,A ):
                UpperCAmelCase          =	[outputs]

          self.assertEqual(len(A )     ,len(self.tool.outputs ) )



