benjamintli/cosqa-llm-filtered-hard-negatives huggingface dataset:
Query: how to check if a json property exists in python

Relevant code:
def task_property_present_predicate(service, task, prop):
    """ True if the json_element passed is present for the task specified.
    """
    try:
        response = get_service_task(service, task)
    except Exception as e:
        pass

    return (response is not None) and (prop in response)

Similar but not relevant code:
def is_valid_data(obj):
    """Check if data is JSON serializable.
    """
    if obj:
        try:
            tmp = json.dumps(obj, default=datetime_encoder)
            del tmp
        except (TypeError, UnicodeDecodeError):
            return False
    return True

Similar but not relevant code:
def _validate_key(self, key):
        """Returns a boolean indicating if the attribute name is valid or not"""
        return not any([key.startswith(i) for i in self.EXCEPTIONS])

Similar but not relevant code:
def _is_initialized(self, entity):
    """Internal helper to ask if the entity has a value for this Property.

    This returns False if a value is stored but it is None.
    """
    return (not self._required or
            ((self._has_value(entity) or self._default is not None) and
             self._get_value(entity) is not None))

Similar but not relevant code:
def is_json_file(filename, show_warnings = False):
    """Check configuration file type is JSON
    Return a boolean indicating wheather the file is JSON format or not
    """
    try:
        config_dict = load_config(filename, file_type = "json")
        is_json = True
    except:
        is_json = False
    return(is_json)
Query: python make a list into dict

Relevant code:
def list_of_lists_to_dict(l):
    """ Convert list of key,value lists to dict

    [['id', 1], ['id', 2], ['id', 3], ['foo': 4]]
    {'id': [1, 2, 3], 'foo': [4]}
    """
    d = {}
    for key, val in l:
        d.setdefault(key, []).append(val)
    return d

Similar but not relevant code:
def multidict_to_dict(d):
    """
    Turns a werkzeug.MultiDict or django.MultiValueDict into a dict with
    list values
    :param d: a MultiDict or MultiValueDict instance
    :return: a dict instance
    """
    return dict((k, v[0] if len(v) == 1 else v) for k, v in iterlists(d))
Query: how to check if a string is present in a file if present replace else write to file in python

Relevant code:
def _replace_file(path, content):
  """Writes a file if it doesn't already exist with the same content.

  This is useful because cargo uses timestamps to decide whether to compile things."""
  if os.path.exists(path):
    with open(path, 'r') as f:
      if content == f.read():
        print("Not overwriting {} because it is unchanged".format(path), file=sys.stderr)
        return

  with open(path, 'w') as f:
    f.write(content)

Similar but not relevant code:
def _file_and_exists(val, input_files):
    """Check if an input is a file and exists.

    Checks both locally (staged) and from input files (re-passed but never localized).
    """
    return ((os.path.exists(val) and os.path.isfile(val)) or
            val in input_files)

Similar but not relevant code:
def file_found(filename,force):
    """Check if a file exists"""
    if os.path.exists(filename) and not force:
        logger.info("Found %s; skipping..."%filename)
        return True
    else:
        return False

Similar but not relevant code:
def check_exists(filename, oappend=False):
    """
    Avoid overwriting some files accidentally.
    """
    if op.exists(filename):
        if oappend:
            return oappend
        logging.error("`{0}` found, overwrite (Y/N)?".format(filename))
        overwrite = (raw_input() == 'Y')
    else:
        overwrite = True

    return overwrite

Similar but not relevant code:
def is_valid_file(parser, arg):
    """Check if arg is a valid file that already exists on the file system."""
    arg = os.path.abspath(arg)
    if not os.path.exists(arg):
        parser.error("The file %s does not exist!" % arg)
    else:
        return arg

Similar but not relevant code:
def file_exists(self) -> bool:
        """ Check if the settings file exists or not """
        cfg_path = self.file_path
        assert cfg_path

        return path.isfile(cfg_path)
Query: python make all the elements in a list none

Relevant code:
def purge_duplicates(list_in):
    """Remove duplicates from list while preserving order.

    Parameters
    ----------
    list_in: Iterable

    Returns
    -------
    list
        List of first occurences in order
    """
    _list = []
    for item in list_in:
        if item not in _list:
            _list.append(item)
    return _list

Similar but not relevant code:
def filter_none(list_of_points):
    """
    
    :param list_of_points: 
    :return: list_of_points with None's removed
    """
    remove_elementnone = filter(lambda p: p is not None, list_of_points)
    remove_sublistnone = filter(lambda p: not contains_none(p), remove_elementnone)
    return list(remove_sublistnone)

Similar but not relevant code:
def remove_elements(target, indices):
    """Remove multiple elements from a list and return result.
    This implementation is faster than the alternative below.
    Also note the creation of a new list to avoid altering the
    original. We don't have any current use for the original
    intact list, but may in the future..."""

    copied = list(target)

    for index in reversed(indices):
        del copied[index]
    return copied

Similar but not relevant code:
def without(seq1, seq2):
    r"""Return a list with all elements in `seq2` removed from `seq1`, order
    preserved.

    Examples:

    >>> without([1,2,3,1,2], [1])
    [2, 3, 2]
    """
    if isSet(seq2): d2 = seq2
    else: d2 = set(seq2)
    return [elt for elt in seq1 if elt not in d2]

Similar but not relevant code:
def obj_in_list_always(target_list, obj):
    """
    >>> l = [1,1,1]
    >>> obj_in_list_always(l, 1)
    True
    >>> l.append(2)
    >>> obj_in_list_always(l, 1)
    False
    """
    for item in set(target_list):
        if item is not obj:
            return False
    return True

Similar but not relevant code:
def _get_non_empty_list(cls, iter):
        """Return a list of the input, excluding all ``None`` values."""
        res = []
        for value in iter:
            if hasattr(value, 'items'):
                value = cls._get_non_empty_dict(value) or None
            if value is not None:
                res.append(value)
        return res
Query: how to check if a tree is a bst in python

Relevant code:
def get_tree_type(tree):
    """
    returns the type of the (sub)tree: Root, Nucleus or Satellite

    Parameters
    ----------
    tree : nltk.tree.ParentedTree
        a tree representing a rhetorical structure (or a part of it)
    """
    tree_type = tree.label()
    assert tree_type in SUBTREE_TYPES, "tree_type: {}".format(tree_type)
    return tree_type

Similar but not relevant code:
def same_network(atree, btree) -> bool:
    """True if given trees share the same structure of powernodes,
    independently of (power)node names,
    and same edge topology between (power)nodes.

    """
    return same_hierarchy(atree, btree) and same_topology(atree, btree)

Similar but not relevant code:
def to_tree(self):
        """ returns a TreeLib tree """
        tree = TreeLibTree()
        for node in self:
            tree.create_node(node, node.node_id, parent=node.parent)
        return tree

Similar but not relevant code:
def empty_tree(input_list):
    """Recursively iterate through values in nested lists."""
    for item in input_list:
        if not isinstance(item, list) or not empty_tree(item):
            return False
    return True

Similar but not relevant code:
def make_bintree(levels):
    """Make a symmetrical binary tree with @levels"""
    G = nx.DiGraph()
    root = '0'
    G.add_node(root)
    add_children(G, root, levels, 2)
    return G

Similar but not relevant code:
def is_cyclic(graph):
    """
    Return True if the directed graph g has a cycle. The directed graph
    should be represented as a dictionary mapping of edges for each node.
    """
    path = set()

    def visit(vertex):
        path.add(vertex)
        for neighbour in graph.get(vertex, ()):
            if neighbour in path or visit(neighbour):
                return True
        path.remove(vertex)
        return False

    return any(visit(v) for v in graph)
Query: python make boject from string

Relevant code:
def from_json(s):
    """Given a JSON-encoded message, build an object.

    """
    d = json.loads(s)
    sbp = SBP.from_json_dict(d)
    return sbp

Similar but not relevant code:
def to_str(obj):
    """Attempts to convert given object to a string object
    """
    if not isinstance(obj, str) and PY3 and isinstance(obj, bytes):
        obj = obj.decode('utf-8')
    return obj if isinstance(obj, string_types) else str(obj)

Similar but not relevant code:
def validate_string(option, value):
    """Validates that 'value' is an instance of `basestring` for Python 2
    or `str` for Python 3.
    """
    if isinstance(value, string_type):
        return value
    raise TypeError("Wrong type for %s, value must be "
                    "an instance of %s" % (option, string_type.__name__))

Similar but not relevant code:
def check_str(obj):
        """ Returns a string for various input types """
        if isinstance(obj, str):
            return obj
        if isinstance(obj, float):
            return str(int(obj))
        else:
            return str(obj)
Query: python make clear interfaces

Relevant code:
def set_interface(interface, name=''):
    """
    don't want to bother with a dsn? Use this method to make an interface available
    """
    global interfaces

    if not interface: raise ValueError('interface is empty')

    # close down the interface before we discard it
    if name in interfaces:
        interfaces[name].close()

    interfaces[name] = interface

Similar but not relevant code:
def init_checks_registry():
    """Register all globally visible functions.

    The first argument name is either 'physical_line' or 'logical_line'.
    """
    mod = inspect.getmodule(register_check)
    for (name, function) in inspect.getmembers(mod, inspect.isfunction):
        register_check(function)

Similar but not relevant code:
def RemoveMethod(self, function):
        """
        Removes the specified function's MethodWrapper from the
        added_methods list, so we don't re-bind it when making a clone.
        """
        self.added_methods = [dm for dm in self.added_methods if not dm.method is function]
Query: how to check if arguemnts are empty in python

Relevant code:
def _is_one_arg_pos_call(call):
    """Is this a call with exactly 1 argument,
    where that argument is positional?
    """
    return isinstance(call, astroid.Call) and len(call.args) == 1 and not call.keywords

Similar but not relevant code:
def check_oneof(**kwargs):
    """Raise ValueError if more than one keyword argument is not none.

    Args:
        kwargs (dict): The keyword arguments sent to the function.

    Returns: None

    Raises:
        ValueError: If more than one entry in kwargs is not none.
    """
    # Sanity check: If no keyword arguments were sent, this is fine.
    if not kwargs:
        return None

    not_nones = [val for val in kwargs.values() if val is not None]
    if len(not_nones) > 1:
        raise ValueError('Only one of {fields} should be set.'.format(
            fields=', '.join(sorted(kwargs.keys())),
        ))

Similar but not relevant code:
def is_empty_object(n, last):
    """n may be the inside of block or object"""
    if n.strip():
        return False
    # seems to be but can be empty code
    last = last.strip()
    markers = {
        ')',
        ';',
    }
    if not last or last[-1] in markers:
        return False
    return True

Similar but not relevant code:
def check_empty_dict(GET_dict):
    """
    Returns True if the GET querstring contains on values, but it can contain
    empty keys.
    This is better than doing not bool(request.GET) as an empty key will return
    True
    """
    empty = True
    for k, v in GET_dict.items():
        # Don't disable on p(age) or 'all' GET param
        if v and k != 'p' and k != 'all':
            empty = False
    return empty
Query: python make string html safe

Relevant code:
def safe_quotes(text, escape_single_quotes=False):
    """htmlify string"""
    if isinstance(text, str):
        safe_text = text.replace('"', "&quot;")
        if escape_single_quotes:
            safe_text = safe_text.replace("'", "&#92;'")
        return safe_text.replace('True', 'true')
    return text

Similar but not relevant code:
def html_to_text(content):
    """ Converts html content to plain text """
    text = None
    h2t = html2text.HTML2Text()
    h2t.ignore_links = False
    text = h2t.handle(content)
    return text

Similar but not relevant code:
def prettify(elem):
    """Return a pretty-printed XML string for the Element.
    """
    rough_string = ET.tostring(elem, 'utf-8')
    reparsed = minidom.parseString(rough_string)
    return reparsed.toprettyxml(indent="\t")
Query: how to check if input was read python

Relevant code:
def stdin_readable():
    """Determine whether stdin has any data to read."""
    if not WINDOWS:
        try:
            return bool(select([sys.stdin], [], [], 0)[0])
        except Exception:
            logger.log_exc()
    try:
        return not sys.stdin.isatty()
    except Exception:
        logger.log_exc()
    return False

Similar but not relevant code:
def _read_stdin():
    """
    Generator for reading from standard input in nonblocking mode.

    Other ways of reading from ``stdin`` in python waits, until the buffer is
    big enough, or until EOF character is sent.

    This functions yields immediately after each line.
    """
    line = sys.stdin.readline()
    while line:
        yield line
        line = sys.stdin.readline()
Query: how to check if python code is running

Relevant code:
def IPYTHON_MAIN():
    """Decide if the Ipython command line is running code."""
    import pkg_resources

    runner_frame = inspect.getouterframes(inspect.currentframe())[-2]
    return (
        getattr(runner_frame, "function", None)
        == pkg_resources.load_entry_point("ipython", "console_scripts", "ipython").__name__
    )

Similar but not relevant code:
def is_rpm_package_installed(pkg):
    """ checks if a particular rpm package is installed """

    with settings(hide('warnings', 'running', 'stdout', 'stderr'),
                  warn_only=True, capture=True):

        result = sudo("rpm -q %s" % pkg)
        if result.return_code == 0:
            return True
        elif result.return_code == 1:
            return False
        else:   # print error to user
            print(result)
            raise SystemExit()

Similar but not relevant code:
def test_python_java_rt():
    """ Run Python test cases against Java runtime classes. """
    sub_env = {'PYTHONPATH': _build_dir()}

    log.info('Executing Python unit tests (against Java runtime classes)...')
    return jpyutil._execute_python_scripts(python_java_rt_tests,
                                           env=sub_env)
Query: how to check if the pos tag is noun of a word python

Relevant code:
def _begins_with_one_of(sentence, parts_of_speech):
    """Return True if the sentence or fragment begins with one of the parts of
    speech in the list, else False"""
    doc = nlp(sentence)
    if doc[0].tag_ in parts_of_speech:
        return True
    return False

Similar but not relevant code:
def is_punctuation(text):
    """Check if given string is a punctuation"""
    return not (text.lower() in config.AVRO_VOWELS or
                text.lower() in config.AVRO_CONSONANTS)

Similar but not relevant code:
def singularize(word):
    """
    Return the singular form of a word, the reverse of :func:`pluralize`.

    Examples::

        >>> singularize("posts")
        "post"
        >>> singularize("octopi")
        "octopus"
        >>> singularize("sheep")
        "sheep"
        >>> singularize("word")
        "word"
        >>> singularize("CamelOctopi")
        "CamelOctopus"

    """
    for inflection in UNCOUNTABLES:
        if re.search(r'(?i)\b(%s)\Z' % inflection, word):
            return word

    for rule, replacement in SINGULARS:
        if re.search(rule, word):
            return re.sub(rule, replacement, word)
    return word

Similar but not relevant code:
def tokenize_words(self, text):
        """Tokenize an input string into a list of words (with punctuation removed)."""
        return [
            self.strip_punctuation(word) for word in text.split(' ')
            if self.strip_punctuation(word)
        ]

Similar but not relevant code:
def tree(string, token=[WORD, POS, CHUNK, PNP, REL, ANCHOR, LEMMA]):
    """ Transforms the output of parse() into a Text object.
        The token parameter lists the order of tags in each token in the input string.
    """
    return Text(string, token)

Similar but not relevant code:
def _generate_phrases(self, sentences):
        """Method to generate contender phrases given the sentences of the text
        document.

        :param sentences: List of strings where each string represents a
                          sentence which forms the text.
        :return: Set of string tuples where each tuple is a collection
                 of words forming a contender phrase.
        """
        phrase_list = set()
        # Create contender phrases from sentences.
        for sentence in sentences:
            word_list = [word.lower() for word in wordpunct_tokenize(sentence)]
            phrase_list.update(self._get_phrase_list_from_words(word_list))
        return phrase_list
Query: how to check if you've reached end of file in python

Relevant code:
def eof(fd):
    """Determine if end-of-file is reached for file fd."""
    b = fd.read(1)
    end = len(b) == 0
    if not end:
        curpos = fd.tell()
        fd.seek(curpos - 1)
    return end

Similar but not relevant code:
def do_EOF(self, args):
        """Exit on system end of file character"""
        if _debug: ConsoleCmd._debug("do_EOF %r", args)
        return self.do_exit(args)

Similar but not relevant code:
def _check_stream_timeout(started, timeout):
    """Check if the timeout has been reached and raise a `StopIteration` if so.
    """
    if timeout:
        elapsed = datetime.datetime.utcnow() - started
        if elapsed.seconds > timeout:
            raise StopIteration

Similar but not relevant code:
def tail(filename, number_of_bytes):
    """Returns the last number_of_bytes of filename"""
    with open(filename, "rb") as f:
        if os.stat(filename).st_size > number_of_bytes:
            f.seek(-number_of_bytes, 2)
        return f.read()

Similar but not relevant code:
def isFull(self):
        """
        Returns True if the response buffer is full, and False otherwise.
        The buffer is full if either (1) the number of items in the value
        list is >= pageSize or (2) the total length of the serialised
        elements in the page is >= maxBufferSize.

        If page_size or max_response_length were not set in the request
        then they're not checked.
        """
        return (
            (self._pageSize > 0 and self._numElements >= self._pageSize) or
            (self._bufferSize >= self._maxBufferSize)
        )
Query: python masked array copy

Relevant code:
def asMaskedArray(self):
        """ Creates converts to a masked array
        """
        return ma.masked_array(data=self.data, mask=self.mask, fill_value=self.fill_value)

Similar but not relevant code:
def full_like(array, value, dtype=None):
    """ Create a shared memory array with the same shape and type as a given array, filled with `value`.
    """
    shared = empty_like(array, dtype)
    shared[:] = value
    return shared

Similar but not relevant code:
def maskIndex(self):
        """ Returns a boolean index with True if the value is masked.

            Always has the same shape as the maksedArray.data, event if the mask is a single boolan.
        """
        if isinstance(self.mask, bool):
            return np.full(self.data.shape, self.mask, dtype=np.bool)
        else:
            return self.mask

Similar but not relevant code:
def copy(a):
    """ Copy an array to the shared memory. 

        Notes
        -----
        copy is not always necessary because the private memory is always copy-on-write.

        Use :code:`a = copy(a)` to immediately dereference the old 'a' on private memory
    """
    shared = anonymousmemmap(a.shape, dtype=a.dtype)
    shared[:] = a[:]
    return shared
Query: how to check method obj in python

Relevant code:
def _is_readable(self, obj):
        """Check if the argument is a readable file-like object."""
        try:
            read = getattr(obj, 'read')
        except AttributeError:
            return False
        else:
            return is_method(read, max_arity=1)

Similar but not relevant code:
def _check_methods(self, methods):
        """ @type methods: tuple """
        for method in methods:
            if method not in self.ALLOWED_METHODS:
                raise Exception('Invalid \'%s\' method' % method)
Query: how to check the data type of columns in python

Relevant code:
def _validate_pos(df):
    """Validates the returned positional object
    """
    assert isinstance(df, pd.DataFrame)
    assert ["seqname", "position", "strand"] == df.columns.tolist()
    assert df.position.dtype == np.dtype("int64")
    assert df.strand.dtype == np.dtype("O")
    assert df.seqname.dtype == np.dtype("O")
    return df

Similar but not relevant code:
def is_sqlatype_numeric(coltype: Union[TypeEngine, VisitableType]) -> bool:
    """
    Is the SQLAlchemy column type one that inherits from :class:`Numeric`,
    such as :class:`Float`, :class:`Decimal`?
    """
    coltype = _coltype_to_typeengine(coltype)
    return isinstance(coltype, sqltypes.Numeric)

Similar but not relevant code:
def is_sqlatype_string(coltype: Union[TypeEngine, VisitableType]) -> bool:
    """
    Is the SQLAlchemy column type a string type?
    """
    coltype = _coltype_to_typeengine(coltype)
    return isinstance(coltype, sqltypes.String)

Similar but not relevant code:
def infer_dtype_from(val, pandas_dtype=False):
    """
    interpret the dtype from a scalar or array. This is a convenience
    routines to infer dtype from a scalar or an array

    Parameters
    ----------
    pandas_dtype : bool, default False
        whether to infer dtype including pandas extension types.
        If False, scalar/array belongs to pandas extension types is inferred as
        object
    """
    if is_scalar(val):
        return infer_dtype_from_scalar(val, pandas_dtype=pandas_dtype)
    return infer_dtype_from_array(val, pandas_dtype=pandas_dtype)