Python doctest.Example方法代碼示例

# 需要導入模塊: import doctest [as 別名]
# 或者: from doctest import Example [as 別名]
def old_test2(): r"""
        >>> from doctest import Tester
        >>> t = Tester(globs={}, verbose=1)
        >>> test = r'''
        ...    # just an example
        ...    >>> x = 1 + 2
        ...    >>> x
        ...    3
        ... '''
        >>> t.runstring(test, "Example")
        Running string Example
        Trying:
            x = 1 + 2
        Expecting nothing
        ok
        Trying:
            x
        Expecting:
            3
        ok
        0 of 2 examples failed in string Example
        TestResults(failed=0, attempted=2)
""" 

# 需要導入模塊: import doctest [as 別名]
# 或者: from doctest import Example [as 別名]
def old_test2(): r"""
        >>> from doctest import Tester
        >>> t = Tester(globs={}, verbose=1)
        >>> test = r'''
        ...    # just an example
        ...    >>> x = 1 + 2
        ...    >>> x
        ...    3
        ... '''
        >>> t.runstring(test, "Example")
        Running string Example
        Trying:
            x = 1 + 2
        Expecting nothing
        ok
        Trying:
            x
        Expecting:
            3
        ok
        0 of 2 examples failed in string Example
        (0, 2)
""" 

# 需要導入模塊: import doctest [as 別名]
# 或者: from doctest import Example [as 別名]
def pad(self, example: Example, max_sl: int, max_conv: int, field: Field, target_roles: Optional[Roles] = None) -> \
            Tuple[Conversations, Lengths, Roles]:
        """Pad a hierarchical example to the max sequence length and max conv length provided. Optionally if
           target_roles parameter is provided every sentence whose role, found from example.roles,
           is not matching the target_roles will be padded completely.
        """
        indices = [0] + np.cumsum(example.sl).tolist()
        minibatch = self.get_minibatch_text(example, indices, backwards=self.backwards)
        field.fix_length = max_sl
        field.include_lengths = True
        padded, lens = field.pad(minibatch=minibatch)
        padded_roles = list(example.roles)
        padded_sentence = [field.pad_token for _ in range(max_sl)]
        if target_roles is not None:
            padded = [p if r in target_roles else padded_sentence for p, r in zip(padded, padded_roles)]
        for _ in range(max_conv - len(padded)):
            padded.append(padded_sentence)
            lens.append(0)
            padded_roles.append(field.pad_token)
        return padded, lens, padded_roles 

# 需要導入模塊: import doctest [as 別名]
# 或者: from doctest import Example [as 別名]
def get_suite_examples(self, suite, case):
        # suite/case specified, so only parse relevant text into Examples
        exs = collections.OrderedDict()
        case_ex = collections.OrderedDict()
        # get the shared lines that should impact all the cases in the suite.
        shrd_txt = self.shared_case_data[suite]
        if shrd_txt:
            parse_shared = self.parser.parse(shrd_txt.group(0), self.tstfile_name)
            shrd_ex = [i for i in parse_shared if isinstance(i, Example)]
            if shrd_ex:
                case_ex['shared'] = shrd_ex
        if case:
            if str(case[0]) not in self.data[suite]:
                 raise KeyError
            parsed_temp_examples = self.parser.parse(self.data[suite][case[0]], self.tstfile_name)
            case_examples = [i for i in parsed_temp_examples if isinstance(i, Example)]
            case_ex[str(case[0])] = case_examples
        else:
            for itemcase in self.data[suite].keys():
                parsed_temp_examples = self.parser.parse(self.data[suite][itemcase], self.tstfile_name)
                case_examples = [i for i in parsed_temp_examples if isinstance(i, Example)]
                case_ex[itemcase] = case_examples
        exs[suite] = case_ex
        return exs 

# 需要導入模塊: import doctest [as 別名]
# 或者: from doctest import Example [as 別名]
def get_all_examples(self):
        # no suite/case flag, so parses all text into Example objects
        exs = collections.OrderedDict()
        for sui in self.data.keys():
            case_ex = collections.OrderedDict()
            # get the shared lines that should impact all the cases in the suite.
            shrd_txt = self.shared_case_data[sui]
            if shrd_txt:
                parse_shared = self.parser.parse(shrd_txt.group(0), self.tstfile_name)
                shrd_ex = [i for i in parse_shared if isinstance(i, Example)]
                if shrd_ex:
                    case_ex['shared'] = shrd_ex
            for itemcase in self.data[sui].keys():
                parsed_temp_examples = self.parser.parse(self.data[sui][itemcase], self.tstfile_name)
                case_examples = [i for i in parsed_temp_examples if isinstance(i, Example)]
                case_ex[itemcase] = case_examples
            exs[sui] = case_ex
        return exs

    # catch inf loops/ recur err 

# 需要導入模塊: import doctest [as 別名]
# 或者: from doctest import Example [as 別名]
def run_examples(self, exs):
        # runs the Example objects, keeps track of right/wrong etc
        total_failed = 0
        total_attempted = 0
        case = 'shared'
        for sui in exs.keys():
            if not total_failed:
                final_env = dict(self.good_env)
                if 'shared' in exs[sui].keys():
                    dtest = DocTest(exs[sui]['shared'], self.good_env, 'shared', None, None, None)
                    result = self.runner.run(dtest, clear_globs=False)
                    # take the env from shared dtest and save it for other exs
                    final_env = dict(self.good_env, **dtest.globs)
                    total_failed += result.failed
                    total_attempted += result.attempted
            for case in exs[sui].keys():
                if case != 'shared':
                    if not total_failed:
                        example_name = "Suite {}, Case {}".format(sui, case)
                        dtest = DocTest(exs[sui][case], final_env, example_name, None, None, None)
                        result = self.runner.run(dtest)
                        total_failed += result.failed
                        total_attempted += result.attempted
        return total_failed, total_attempted 

# 需要導入模塊: import doctest [as 別名]
# 或者: from doctest import Example [as 別名]
def parse(self, string, name='<string>'):
        """
        Divide the given string into examples and intervening text,
        and return them as a list of alternating Examples and strings.
        Line numbers for the Examples are 0-based.  The optional
        argument `name` is a name identifying this string, and is only
        used for error messages.
        """
        string = string.expandtabs()
        # If all lines begin with the same indentation, then strip it.
        min_indent = self._min_indent(string)
        if min_indent > 0:
            string = '\n'.join([l[min_indent:] for l in string.split('\n')])

        output = []
        charno, lineno = 0, 0
        # Find all doctest examples in the string:
        for m in self._EXAMPLE_RE.finditer(string):
            # Add the pre-example text to `output`.
            output.append(string[charno:m.start()])
            # Update lineno (lines before this example)
            lineno += string.count('\n', charno, m.start())
            # Extract info from the regexp match.
            (source, options, want, exc_msg) = \
                     self._parse_example(m, name, lineno)
            # Create an Example, and add it to the list.
            if not self._IS_BLANK_OR_COMMENT(source):
                # @@: Erg, this is the only line I need to change...
                output.append(doctest.Example(
                    source, want, exc_msg,
                    lineno=lineno,
                    indent=min_indent+len(m.group('indent') or m.group('runindent')),
                    options=options))
            # Update lineno (lines inside this example)
            lineno += string.count('\n', m.start(), m.end())
            # Update charno.
            charno = m.end()
        # Add any remaining post-example text to `output`.
        output.append(string[charno:])
        return output 

# 需要導入模塊: import doctest [as 別名]
# 或者: from doctest import Example [as 別名]
def modify_example(example):
        new_want = Python2DocTestParser.add_u_before_strings(example.want)

        example = doctest.Example(
            source=example.source,
            want=new_want,
            exc_msg=example.exc_msg,
            lineno=example.lineno,
            indent=example.indent,
            options=example.options
        )

        return example 

# 需要導入模塊: import doctest [as 別名]
# 或者: from doctest import Example [as 別名]
def modify_example(example):
        new_source = example.source
        new_want = example.want

        # README is formatted without "..." before multi-line input to make code easy to copy-paste
        if new_source.endswith('"""\n'):
            new_source += new_want + '\n"""'
            new_want = ""

        # doctest sometimes incorrectly includes markdown in returned example
        if new_want.endswith("```\n"):
            new_want = new_want[:new_want.index("```")]

        # README's serialize() has spaces instead of tabs to make output easier to read
        if new_want.startswith("# text"):
            new_want = re.sub(r" {2,}", "\t", new_want)
            new_want = new_want.rstrip() + "\n\n"
            # README cheats and prints return value without quotes
            new_want = repr(new_want)

        # README has examples with lists formatted in multiple lines to make them easier to read
        if new_want.startswith(("[", "Token([", "Metadata([")):
            new_want = ReadmeTestParser.normalize_whitespace(new_want)

        example = doctest.Example(
            source=new_source,
            want=new_want,
            exc_msg=example.exc_msg,
            lineno=example.lineno,
            indent=example.indent,
            options=example.options
        )

        return example 

# 需要導入模塊: import doctest [as 別名]
# 或者: from doctest import Example [as 別名]
def parse(self, *args, **kwargs):
        examples = DocTestParser.parse(self, *args, **kwargs)
        for example in examples:
            if not isinstance(example, Example):
                continue
            if any(flag in example.options for flag in skipflags):
                example.options[SKIP] = True

        return examples 

# 需要導入模塊: import doctest [as 別名]
# 或者: from doctest import Example [as 別名]
def __init__(self, source, want, exc_msg=None, lineno=0, indent=0,
                 options=None):
        # Parent constructor
        doctest.Example.__init__(self,source,want,exc_msg,lineno,indent,options)

        # An EXTRA newline is needed to prevent pexpect hangs
        self.source += '\n' 

# 需要導入模塊: import doctest [as 別名]
# 或者: from doctest import Example [as 別名]
def parse(self, string, name='<string>'):
        r = super().parse(string, name)
        for s in r:
            if isinstance(s, doctest.Example):
                s.source = transform(s.source)
        return r 

# 需要導入模塊: import doctest [as 別名]
# 或者: from doctest import Example [as 別名]
def process_minibatch(self, minibatch: List[Example]) -> Tuple[LT, LT, LT]:
        max_sl = max([max(ex.sl) for ex in minibatch])
        max_conv = max([len(ex.roles) for ex in minibatch])
        padded_examples, padded_targets, padded_lengths, padded_roles = [], [], [], []
        for example in minibatch:
            examples, lens, roles = self.pad(example, max_sl=max_sl, max_conv=max_conv, field=self.text_field)
            padded_examples.extend(examples)
            padded_lengths.extend(lens)
            padded_roles.append(roles)
            # if self.target_roles is not None we will pad the roles we do not want to train on
            # this allows for learning only the responses we are interested in
            targets, *_ = self.pad(example, max_sl=max_sl, max_conv=max_conv, field=self.text_field,
                                   target_roles=self.target_roles)
            padded_targets.extend(targets)
        self.text_field.include_lengths = False

        data = self.text_field.numericalize(padded_examples, device=self.device, train=self.train)
        batch_size = len(minibatch)
        assert_dims(data, [max_sl, max_conv * batch_size])
        data = data.view(max_sl, batch_size, max_conv).transpose(2, 0).transpose(2, 1).contiguous()
        source = data[:-1]  # we remove the extra padding  sentence added here
        targets = self.text_field.numericalize(padded_targets, device=self.device, train=self.train)
        targets = targets.view(max_sl, batch_size, max_conv).transpose(2, 0).transpose(2, 1).contiguous()
        # shapes will be max_conv -1 , max_sl, batch_size
        assert_dims(source, [max_conv - 1, max_sl, batch_size])
        assert_dims(targets, [max_conv, max_sl, batch_size])
        return source, targets[1:], targets[1:, 1:] 

# 需要導入模塊: import doctest [as 別名]
# 或者: from doctest import Example [as 別名]
def get_minibatch_text(self, example: Example, indices: List[int], backwards: bool = False) -> List[List[str]]:
        minibatch = [example.text[indices[index]:indices[index + 1]] for index in range(len(indices) - 1)]
        if backwards:
            minibatch = [i[::-1] for i in minibatch]
        return minibatch 

# 需要導入模塊: import doctest [as 別名]
# 或者: from doctest import Example [as 別名]
def run_doctest(name, doctest_string, global_environment):
    """
    Run a single test with given global_environment.

    Returns (True, '') if the doctest passes.
    Returns (False, failure_message) if the doctest fails.
    """
    examples = doctest.DocTestParser().parse(
        doctest_string,
        name
    )
    test = doctest.DocTest(
        [e for e in examples if isinstance(e, doctest.Example)],
        global_environment,
        name,
        None,
        None,
        doctest_string
    )

    doctestrunner = doctest.DocTestRunner(verbose=True)

    runresults = io.StringIO()
    with redirect_stdout(runresults), redirect_stderr(runresults), hide_outputs():
        doctestrunner.run(test, clear_globs=False)
    with open(os.devnull, 'w') as f, redirect_stderr(f), redirect_stdout(f):
        result = doctestrunner.summarize(verbose=True)
    # An individual test can only pass or fail
    if result.failed == 0:
        return (True, '')
    else:
        return False, runresults.getvalue()