kejian/codesearchnet-python-linelen40-full

text stringlengths 89 104k	code_tokens list	avg_line_len float64 7.91 980	score float64 0 630
def bucket_type(self, name): """ Gets the bucket-type by the specified name. Bucket-types do not always exist (unlike buckets), but this will always return a :class:`BucketType <riak.bucket.BucketType>` object. :param name: the bucket-type name :type name: str :r...	[ "def", "bucket_type", "(", "self", ",", "name", ")", ":", "if", "not", "isinstance", "(", "name", ",", "string_types", ")", ":", "raise", "TypeError", "(", "'BucketType name must be a string'", ")", "btype", "=", "BucketType", "(", "self", ",", "name", ")", ...	38.25	15.75
def add(connect_spec, dn, attributes): '''Add an entry to an LDAP database. :param connect_spec: See the documentation for the ``connect_spec`` parameter for :py:func:`connect`. :param dn: Distinguished name of the entry. :param attributes: Non-empty dict mapping each ...	[ "def", "add", "(", "connect_spec", ",", "dn", ",", "attributes", ")", ":", "l", "=", "connect", "(", "connect_spec", ")", "# convert the \"iterable of values\" to lists in case that's what", "# addModlist() expects (also to ensure that the caller's objects", "# are not modified)"...	31.5	22.934783
def normal_curve_single(obj, u, normalize): """ Evaluates the curve normal vector at the input parameter, u. Curve normal is calculated from the 2nd derivative of the curve at the input parameter, u. The output returns a list containing the starting point (i.e. origin) of the vector and the vector itself. ...	[ "def", "normal_curve_single", "(", "obj", ",", "u", ",", "normalize", ")", ":", "# 2nd derivative of the curve gives the normal", "ders", "=", "obj", ".", "derivatives", "(", "u", ",", "2", ")", "point", "=", "ders", "[", "0", "]", "vector", "=", "linalg", ...	36.727273	23.5
def _get_subject_alternative_names(self, ext): """ Return a list of Subject Alternative Name values for the given x509 extension object. """ values = [] for san in ext.value: if isinstance(san.value, string): # Pass on simple string SAN values ...	[ "def", "_get_subject_alternative_names", "(", "self", ",", "ext", ")", ":", "values", "=", "[", "]", "for", "san", "in", "ext", ".", "value", ":", "if", "isinstance", "(", "san", ".", "value", ",", "string", ")", ":", "# Pass on simple string SAN values", ...	38.3125	14.3125
def throttle_check(self): """ Check for throttling. """ throttle = self._meta.throttle() wait = throttle.should_be_throttled(self) if wait: raise HttpError( "Throttled, wait {0} seconds.".format(wait), status=status.HTTP_503_SERVICE_UNAVAILABLE...	[ "def", "throttle_check", "(", "self", ")", ":", "throttle", "=", "self", ".", "_meta", ".", "throttle", "(", ")", "wait", "=", "throttle", ".", "should_be_throttled", "(", "self", ")", "if", "wait", ":", "raise", "HttpError", "(", "\"Throttled, wait {0} seco...	39.25	12.375
def delete(self, prevent_nondicotomic=True, preserve_branch_length=False): """ Deletes node from the tree structure. Notice that this method makes 'disappear' the node from the tree structure. This means that children from the deleted node are transferred to the next available pa...	[ "def", "delete", "(", "self", ",", "prevent_nondicotomic", "=", "True", ",", "preserve_branch_length", "=", "False", ")", ":", "parent", "=", "self", ".", "up", "if", "parent", ":", "if", "preserve_branch_length", ":", "if", "len", "(", "self", ".", "child...	30.924528	19.528302
def get_tags(): """get tags.""" tags = getattr(flask.g, 'bukudb', get_bukudb()).get_tag_all() result = { 'tags': tags[0] } if request.path.startswith('/api/'): res = jsonify(result) else: res = render_template('bukuserver/tags.html', result=result) return res	[ "def", "get_tags", "(", ")", ":", "tags", "=", "getattr", "(", "flask", ".", "g", ",", "'bukudb'", ",", "get_bukudb", "(", ")", ")", ".", "get_tag_all", "(", ")", "result", "=", "{", "'tags'", ":", "tags", "[", "0", "]", "}", "if", "request", "."...	27.363636	20.363636
def get_token_func(): """ This function makes a call to AAD to fetch an OAuth token :return: the OAuth token and the interval to wait before refreshing it """ print("{}: token updater was triggered".format(datetime.datetime.now())) # in this example, the OAuth token is o...	[ "def", "get_token_func", "(", ")", ":", "print", "(", "\"{}: token updater was triggered\"", ".", "format", "(", "datetime", ".", "datetime", ".", "now", "(", ")", ")", ")", "# in this example, the OAuth token is obtained using the ADAL library", "# however, the user can us...	56.565217	31.173913
def getContextsForExpression(self, body, getFingerprint=None, startIndex=0, maxResults=5, sparsity=1.0): """Get semantic contexts for the input expression Args: body, ExpressionOperation: The JSON encoded expression to be evaluated (required) getFingerprint, bool: Configure if th...	[ "def", "getContextsForExpression", "(", "self", ",", "body", ",", "getFingerprint", "=", "None", ",", "startIndex", "=", "0", ",", "maxResults", "=", "5", ",", "sparsity", "=", "1.0", ")", ":", "return", "self", ".", "_expressions", ".", "getContextsForExpre...	61.857143	35.428571
def set_maintenance_mode(value): """ Set maintenance_mode state to state file. """ # If maintenance mode is defined in settings, it can't be changed. if settings.MAINTENANCE_MODE is not None: raise ImproperlyConfigured( 'Maintenance mode cannot be set dynamically ' '...	[ "def", "set_maintenance_mode", "(", "value", ")", ":", "# If maintenance mode is defined in settings, it can't be changed.", "if", "settings", ".", "MAINTENANCE_MODE", "is", "not", "None", ":", "raise", "ImproperlyConfigured", "(", "'Maintenance mode cannot be set dynamically '",...	31.5	14.625
def isatty(self): # nocover """ Returns true of the redirect is a terminal. Notes: Needed for IPython.embed to work properly when this class is used to override stdout / stderr. """ return (self.redirect is not None and hasattr(self.redir...	[ "def", "isatty", "(", "self", ")", ":", "# nocover", "return", "(", "self", ".", "redirect", "is", "not", "None", "and", "hasattr", "(", "self", ".", "redirect", ",", "'isatty'", ")", "and", "self", ".", "redirect", ".", "isatty", "(", ")", ")" ]	35.3	16.7
def _studentized_residuals_fast(self, p=None): """ Returns a list of studentized residuals, (ydata - model)/error This function relies on a previous call to set_data(), and assumes self._massage_data() has been called (to increase speed). Parameters ---------- ...	[ "def", "_studentized_residuals_fast", "(", "self", ",", "p", "=", "None", ")", ":", "if", "len", "(", "self", ".", "_set_xdata", ")", "==", "0", "or", "len", "(", "self", ".", "_set_ydata", ")", "==", "0", ":", "return", "if", "p", "is", "None", ":...	37.642857	22.428571
def writeGlobalFile(self, localFileName, cleanup=False): """ Takes a file (as a path) and uploads it to the job store. Depending on the jobstore used, carry out the appropriate cache functions. """ absLocalFileName = self._resolveAbsoluteLocalPath(localFileName) # What d...	[ "def", "writeGlobalFile", "(", "self", ",", "localFileName", ",", "cleanup", "=", "False", ")", ":", "absLocalFileName", "=", "self", ".", "_resolveAbsoluteLocalPath", "(", "localFileName", ")", "# What does this do?", "cleanupID", "=", "None", "if", "not", "clean...	67.90625	32.1875
def validate_value_range(self, value): """ Args: value: Throws DsdlException if this value cannot be represented by this type. """ low, high = self.value_range if not low <= value <= high: error('Value [%s] is out of range %s', value, self.value_range)	[ "def", "validate_value_range", "(", "self", ",", "value", ")", ":", "low", ",", "high", "=", "self", ".", "value_range", "if", "not", "low", "<=", "value", "<=", "high", ":", "error", "(", "'Value [%s] is out of range %s'", ",", "value", ",", "self", ".", ...	38.625	15.125
def _format_output(selected_number, raw_data): """Format data to get a readable output""" tmp_data = {} data = collections.defaultdict(lambda: 0) balance = raw_data.pop('balance') for number in raw_data.keys(): tmp_data = dict([(k, int(v) if v is not None else "No limit") ...	[ "def", "_format_output", "(", "selected_number", ",", "raw_data", ")", ":", "tmp_data", "=", "{", "}", "data", "=", "collections", ".", "defaultdict", "(", "lambda", ":", "0", ")", "balance", "=", "raw_data", ".", "pop", "(", "'balance'", ")", "for", "nu...	33	13.8
def _partition(hours, partition = 3600.0): """ Partition a sorted list of numbers (or in this case hours). Arguments: hours -- sorted ndarray of hours. partition -- maximum partition length (default: 3600.0) """ partition = float(partition) relative = hours - hours[0] total_partitions = np.ceil(relati...	[ "def", "_partition", "(", "hours", ",", "partition", "=", "3600.0", ")", ":", "partition", "=", "float", "(", "partition", ")", "relative", "=", "hours", "-", "hours", "[", "0", "]", "total_partitions", "=", "np", ".", "ceil", "(", "relative", "[", "-"...	42.545455	18.727273
def _move_template_to_destination( self, ignoreExisting=False): """ move template to destination Key Arguments: # - Return: - None .. todo:: - @review: when complete, clean _move_template_to_destination met...	[ "def", "_move_template_to_destination", "(", "self", ",", "ignoreExisting", "=", "False", ")", ":", "self", ".", "log", ".", "info", "(", "'starting the ``_move_template_to_destination`` method'", ")", "# CREATE DIRECTORY STRUCTURE", "sourceDirectories", "=", "recursive_dir...	33.201923	19.288462
def second_order_score(y, mean, scale, shape, skewness): """ GAS Poisson Update term potentially using second-order information - native Python function Parameters ---------- y : float datapoint for the time series mean : float location parameter for the...	[ "def", "second_order_score", "(", "y", ",", "mean", ",", "scale", ",", "shape", ",", "skewness", ")", ":", "return", "(", "y", "-", "mean", ")", "/", "float", "(", "mean", ")" ]	28.12	21.4
def generate_dh_parameters(bit_size): """ Generates DH parameters for use with Diffie-Hellman key exchange. Returns a structure in the format of DHParameter defined in PKCS#3, which is also used by the OpenSSL dhparam tool. THIS CAN BE VERY TIME CONSUMING! :param bit_size: The integer ...	[ "def", "generate_dh_parameters", "(", "bit_size", ")", ":", "if", "not", "isinstance", "(", "bit_size", ",", "int_types", ")", ":", "raise", "TypeError", "(", "pretty_message", "(", "'''\n bit_size must be an integer, not %s\n '''", ",", "type_name",...	35.086538	23.721154
def p_global_stmt(p): """ global_stmt : GLOBAL global_list SEMI \| GLOBAL ident EQ expr SEMI """ p[0] = node.global_stmt(p[2]) for ident in p[0]: ident.props = "G"	[ "def", "p_global_stmt", "(", "p", ")", ":", "p", "[", "0", "]", "=", "node", ".", "global_stmt", "(", "p", "[", "2", "]", ")", "for", "ident", "in", "p", "[", "0", "]", ":", "ident", ".", "props", "=", "\"G\"" ]	24.875	7.875
def save_config(self, cmd="save", confirm=False, confirm_response=""): """ Save Config for HuaweiSSH""" return super(HuaweiBase, self).save_config( cmd=cmd, confirm=confirm, confirm_response=confirm_response )	[ "def", "save_config", "(", "self", ",", "cmd", "=", "\"save\"", ",", "confirm", "=", "False", ",", "confirm_response", "=", "\"\"", ")", ":", "return", "super", "(", "HuaweiBase", ",", "self", ")", ".", "save_config", "(", "cmd", "=", "cmd", ",", "conf...	48.2	20.6
def run(self, **export_params): """ Make the actual request to the Import API (exporting is part of the Import API). :param export_params: Any additional parameters to be sent to the Import API :type export_params: kwargs :return: ...	[ "def", "run", "(", "self", ",", "", "", "export_params", ")", ":", "export_params", "[", "\"visualization_id\"", "]", "=", "self", ".", "visualization_id", "return", "super", "(", "ExportJob", ",", "self", ")", ".", "run", "(", "params", "=", "export_par...	46.625	37.5
def addAction( self, action ): """ Adds the inputed action to this widget's action group. This will auto-\ create a new group if no group is already defined. :param action \| <QAction> \|\| <str> :return <QAction> """ if not isinstance(act...	[ "def", "addAction", "(", "self", ",", "action", ")", ":", "if", "not", "isinstance", "(", "action", ",", "QAction", ")", ":", "action_name", "=", "nativestring", "(", "action", ")", "action", "=", "QAction", "(", "action_name", ",", "self", ")", "action"...	31.73913	14.347826
def _check_type(self, value): """Checks that value matches the type of this Searcher. Checks that value matches the type of this Searcher, returning the value if it does and raising a `TypeError` if it does not. :return: value if type of value matches type of this *Searcher...	[ "def", "_check_type", "(", "self", ",", "value", ")", ":", "if", "not", "isinstance", "(", "value", ",", "self", ".", "match_type", ")", ":", "raise", "TypeError", "(", "'Type '", "+", "str", "(", "type", "(", "value", ")", ")", "+", "' does not match ...	43.733333	24.133333
def decode(packet): """Decode a navdata packet.""" offset = 0 _ = struct.unpack_from('IIII', packet, offset) s = _[1] state = dict() state['fly'] = s & 1 # FLY MASK : (0) ardrone is landed, (1) ardrone is flying state['video'] = s >> 1 & 1 # VIDEO MASK :...	[ "def", "decode", "(", "packet", ")", ":", "offset", "=", "0", "_", "=", "struct", ".", "unpack_from", "(", "'IIII'", ",", "packet", ",", "offset", ")", "s", "=", "_", "[", "1", "]", "state", "=", "dict", "(", ")", "state", "[", "'fly'", "]", "=...	51.240506	35.949367
def from_file(cls, f): """Load vocab from a file. :param (file) f: a file object, e.g. as returned by calling `open` :return: a vocab object. The 0th line of the file is assigned to index 0, and so on... """ word2index = {} counts = Counter() for i, line in enume...	[ "def", "from_file", "(", "cls", ",", "f", ")", ":", "word2index", "=", "{", "}", "counts", "=", "Counter", "(", ")", "for", "i", ",", "line", "in", "enumerate", "(", "f", ")", ":", "word", ",", "count_str", "=", "line", ".", "split", "(", "'\\t'"...	36.3125	15.25
def to_html(data): """ Serializes a python object as HTML This method uses the to_json method to turn the given data object into formatted JSON that is displayed in an HTML page. If pygments in installed, syntax highlighting will also be applied to the JSON. """ base_html_template = Templat...	[ "def", "to_html", "(", "data", ")", ":", "base_html_template", "=", "Template", "(", "'''\n <html>\n <head>\n {% if style %}\n <style type=\"text/css\">\n {{ style }}\n </style>\n {% endif %}\n ...	29.552632	17.236842
def process_data(data, models): """ Convert ``data`` to processed data using ``models``. Data from dictionary ``data`` is processed by each model in list ``models``, and the results collected into a new dictionary ``pdata`` for use in :meth:`MultiFitter.lsqfit` and :meth:`MultiF...	[ "def", "process_data", "(", "data", ",", "models", ")", ":", "pdata", "=", "gvar", ".", "BufferDict", "(", ")", "for", "m", "in", "MultiFitter", ".", "flatten_models", "(", "models", ")", ":", "pdata", "[", "m", ".", "datatag", "]", "=", "(", "m", ...	41.466667	16.066667
def progressed_bar(count, total=100, status=None, suffix=None, bar_len=10): """render a progressed.io like progress bar""" status = status or '' suffix = suffix or '%' assert isinstance(count, int) count_normalized = count if count <= total else total filled_len = int(round(bar_len * count_norma...	[ "def", "progressed_bar", "(", "count", ",", "total", "=", "100", ",", "status", "=", "None", ",", "suffix", "=", "None", ",", "bar_len", "=", "10", ")", ":", "status", "=", "status", "or", "''", "suffix", "=", "suffix", "or", "'%'", "assert", "isinst...	41.047619	15.142857
def idfreader(fname, iddfile, conv=True): """read idf file and return bunches""" data, commdct, idd_index = readidf.readdatacommdct(fname, iddfile=iddfile) if conv: convertallfields(data, commdct) # fill gaps in idd ddtt, dtls = data.dt, data.dtls # skiplist = ["TABLE:MULTIVARIABLELOOKUP...	[ "def", "idfreader", "(", "fname", ",", "iddfile", ",", "conv", "=", "True", ")", ":", "data", ",", "commdct", ",", "idd_index", "=", "readidf", ".", "readdatacommdct", "(", "fname", ",", "iddfile", "=", "iddfile", ")", "if", "conv", ":", "convertallfield...	42	11.857143
def camelcase_to_underline(param_dict): """ 将驼峰命名的参数字典键转换为下划线参数 :param: * param_dict: (dict) 请求参数字典 :return: * temp_dict: (dict) 转换后的参数字典举例如下:: print('--- transform_hump_to_underline demo---') hump_param_dict = {'firstName': 'Python', 'Second_Name': 'san', 'right...	[ "def", "camelcase_to_underline", "(", "param_dict", ")", ":", "temp_dict", "=", "copy", ".", "deepcopy", "(", "param_dict", ")", "# 正则", "hump_to_underline", "=", "re", ".", "compile", "(", "r'([a-z]\|\\d)([A-Z])'", ")", "for", "key", "in", "list", "(", "param_...	27	23.411765
def nl_complete_msg(sk, msg): """Finalize Netlink message. https://github.com/thom311/libnl/blob/libnl3_2_25/lib/nl.c#L450 This function finalizes a Netlink message by completing the message with desirable flags and values depending on the socket configuration. - If not yet filled out, the source...	[ "def", "nl_complete_msg", "(", "sk", ",", "msg", ")", ":", "nlh", "=", "msg", ".", "nm_nlh", "if", "nlh", ".", "nlmsg_pid", "==", "NL_AUTO_PORT", ":", "nlh", ".", "nlmsg_pid", "=", "nl_socket_get_local_port", "(", "sk", ")", "if", "nlh", ".", "nlmsg_seq"...	42.566667	23.666667
def _merge_mappings(*args): """Merges a sequence of dictionaries and/or tuples into a single dictionary. If a given argument is a tuple, it must have two elements, the first of which is a sequence of keys and the second of which is a single value, which will be mapped to from each of the keys in the sequen...	[ "def", "_merge_mappings", "(", "*", "args", ")", ":", "dct", "=", "{", "}", "for", "arg", "in", "args", ":", "if", "isinstance", "(", "arg", ",", "dict", ")", ":", "merge", "=", "arg", "else", ":", "assert", "isinstance", "(", "arg", ",", "tuple", ...	36.875	21.9375
def validate_string_list(value): """Validator for string lists to be used with `add_setting`.""" try: if sys.version_info.major < 3: # pylint: disable-msg=W0404 from locale import getpreferredencoding encoding = getpreferredencoding() ...	[ "def", "validate_string_list", "(", "value", ")", ":", "try", ":", "if", "sys", ".", "version_info", ".", "major", "<", "3", ":", "# pylint: disable-msg=W0404", "from", "locale", "import", "getpreferredencoding", "encoding", "=", "getpreferredencoding", "(", ")", ...	46.454545	10.181818
def prepare(base_path='data', serialize=json.dumps, deserialize=json.loads, file_ext='json'): """After you have added your collections, prepare the database for use.""" global _basepath, _deserialize, _serialize, _ext _basepath = base_path assert callable(serializ...	[ "def", "prepare", "(", "base_path", "=", "'data'", ",", "serialize", "=", "json", ".", "dumps", ",", "deserialize", "=", "json", ".", "loads", ",", "file_ext", "=", "'json'", ")", ":", "global", "_basepath", ",", "_deserialize", ",", "_serialize", ",", "...	35.571429	10.380952
def validate_day_start_ut(conn): """This validates the day_start_ut of the days table.""" G = GTFS(conn) cur = conn.execute('SELECT date, day_start_ut FROM days') for date, day_start_ut in cur: #print date, day_start_ut assert day_start_ut == G.get_day_start_ut(date)	[ "def", "validate_day_start_ut", "(", "conn", ")", ":", "G", "=", "GTFS", "(", "conn", ")", "cur", "=", "conn", ".", "execute", "(", "'SELECT date, day_start_ut FROM days'", ")", "for", "date", ",", "day_start_ut", "in", "cur", ":", "#print date, day_start_ut", ...	41.857143	11.285714
def draw3dCoordAxis(self, img=None, thickness=8): ''' draw the 3d coordinate axes into given image if image == False: create an empty image ''' if img is None: img = self.img elif img is False: img = np.zeros(shape=self.img.sha...	[ "def", "draw3dCoordAxis", "(", "self", ",", "img", "=", "None", ",", "thickness", "=", "8", ")", ":", "if", "img", "is", "None", ":", "img", "=", "self", ".", "img", "elif", "img", "is", "False", ":", "img", "=", "np", ".", "zeros", "(", "shape",...	40.774194	17.806452
def add_to(self, other): """ Add another chem material package to this material package. :param other: The other material package. """ # Add another package. if type(other) is MaterialPackage: # Packages of the same material. if self.material ==...	[ "def", "add_to", "(", "self", ",", "other", ")", ":", "# Add another package.", "if", "type", "(", "other", ")", "is", "MaterialPackage", ":", "# Packages of the same material.", "if", "self", ".", "material", "==", "other", ".", "material", ":", "self", ".", ...	40.358974	21.282051
def mass_enclosed_2d(self, r, kwargs_profile): """ computes the mass enclosed the projected line-of-sight :param r: radius (arcsec) :param kwargs_profile: keyword argument list with lens model parameters :return: projected mass enclosed radius r """ kwargs = copy....	[ "def", "mass_enclosed_2d", "(", "self", ",", "r", ",", "kwargs_profile", ")", ":", "kwargs", "=", "copy", ".", "deepcopy", "(", "kwargs_profile", ")", "try", ":", "del", "kwargs", "[", "'center_x'", "]", "del", "kwargs", "[", "'center_y'", "]", "except", ...	38.375	16.375
def walk(self, top=None, path=None, depth=0, maxdepth=-1, class_ref=None, class_pattern=None, return_classname=False, treat_dirs_as_objs=False): """ Walk the directory structure and content in and bel...	[ "def", "walk", "(", "self", ",", "top", "=", "None", ",", "path", "=", "None", ",", "depth", "=", "0", ",", "maxdepth", "=", "-", "1", ",", "class_ref", "=", "None", ",", "class_pattern", "=", "None", ",", "return_classname", "=", "False", ",", "tr...	39.64486	19.775701
def split (properties): """ Given a property-set of the form v1/v2/...vN-1/<fN>vN/<fN+1>vN+1/...<fM>vM Returns v1 v2 ... vN-1 <fN>vN <fN+1>vN+1 ... <fM>vM Note that vN...vM may contain slashes. This is resilient to the substitution of backslashes for slashes, since Jam, unbidden, s...	[ "def", "split", "(", "properties", ")", ":", "assert", "isinstance", "(", "properties", ",", "basestring", ")", "def", "split_one", "(", "properties", ")", ":", "pieces", "=", "re", ".", "split", "(", "__re_slash_or_backslash", ",", "properties", ")", "resul...	29.548387	20.354839
def balance_of(self, address, block_identifier='latest'): """ Return the balance of `address`. """ return self.proxy.contract.functions.balanceOf( to_checksum_address(address), ).call(block_identifier=block_identifier)	[ "def", "balance_of", "(", "self", ",", "address", ",", "block_identifier", "=", "'latest'", ")", ":", "return", "self", ".", "proxy", ".", "contract", ".", "functions", ".", "balanceOf", "(", "to_checksum_address", "(", "address", ")", ",", ")", ".", "call...	50	8.4
def participate(self): """Finish reading and send text""" try: logger.info("Entering participate method") ready = WebDriverWait(self.driver, 10).until( EC.element_to_be_clickable((By.ID, "finish-reading")) ) stimulus = self.driver.find_elem...	[ "def", "participate", "(", "self", ")", ":", "try", ":", "logger", ".", "info", "(", "\"Entering participate method\"", ")", "ready", "=", "WebDriverWait", "(", "self", ".", "driver", ",", "10", ")", ".", "until", "(", "EC", ".", "element_to_be_clickable", ...	39.25	15.892857
def get_contact_by_email(self, email): """ Returns a Contact by it's email :param email: email to get contact for :return: Contact for specified email :rtype: Contact """ if not email: return None email = email.strip() url = self.build_url('...	[ "def", "get_contact_by_email", "(", "self", ",", "email", ")", ":", "if", "not", "email", ":", "return", "None", "email", "=", "email", ".", "strip", "(", ")", "url", "=", "self", ".", "build_url", "(", "'{}/{}'", ".", "format", "(", "self", ".", "_e...	29.130435	21.130435
def rate_limited(max_per_hour: int, args: Any) -> Callable[..., Any]: """Rate limit a function.""" return util.rate_limited(max_per_hour, args)	[ "def", "rate_limited", "(", "max_per_hour", ":", "int", ",", "", "args", ":", "Any", ")", "->", "Callable", "[", "...", ",", "Any", "]", ":", "return", "util", ".", "rate_limited", "(", "max_per_hour", ",", "", "args", ")" ]	50.333333	13
def get_place(self, place_id, sensor=False, language=lang.ENGLISH): """Gets a detailed place object. keyword arguments: place_id -- The unique Google identifier for the required place. sensor -- Boolean flag denoting if the location came from a device using its' ...	[ "def", "get_place", "(", "self", ",", "place_id", ",", "sensor", "=", "False", ",", "language", "=", "lang", ".", "ENGLISH", ")", ":", "place_details", "=", "_get_place_details", "(", "place_id", ",", "self", ".", "api_key", ",", "sensor", ",", "language",...	50.769231	21.307692
def add_segments(self, segments): """Add a list of segments to the composition :param segments: Segments to add to composition :type segments: list of :py:class:`radiotool.composer.Segment` """ self.tracks.update([seg.track for seg in segments]) self.segments.extend(segm...	[ "def", "add_segments", "(", "self", ",", "segments", ")", ":", "self", ".", "tracks", ".", "update", "(", "[", "seg", ".", "track", "for", "seg", "in", "segments", "]", ")", "self", ".", "segments", ".", "extend", "(", "segments", ")" ]	39.75	14.125
def convert_to_broker_id(string): """Convert string to kafka broker_id.""" error_msg = 'Positive integer or -1 required, {string} given.'.format(string=string) try: value = int(string) except ValueError: raise argparse.ArgumentTypeError(error_msg) if value <= 0 and value != -1: ...	[ "def", "convert_to_broker_id", "(", "string", ")", ":", "error_msg", "=", "'Positive integer or -1 required, {string} given.'", ".", "format", "(", "string", "=", "string", ")", "try", ":", "value", "=", "int", "(", "string", ")", "except", "ValueError", ":", "r...	37.4	17
def _fullsize_link_tag(self, kwargs, title): """ Render a <a href> that points to the fullsize rendition specified """ return utils.make_tag('a', { 'href': self.get_fullsize(kwargs), 'data-lightbox': kwargs['gallery_id'], 'title': title })	[ "def", "_fullsize_link_tag", "(", "self", ",", "kwargs", ",", "title", ")", ":", "return", "utils", ".", "make_tag", "(", "'a'", ",", "{", "'href'", ":", "self", ".", "get_fullsize", "(", "kwargs", ")", ",", "'data-lightbox'", ":", "kwargs", "[", "'galle...	36.625	13.5
def _set_login(self, v, load=False): """ Setter method for login, mapped from YANG variable /aaa_config/aaa/authentication/login (container) If this variable is read-only (config: false) in the source YANG file, then _set_login is considered as a private method. Backends looking to populate this var...	[ "def", "_set_login", "(", "self", ",", "v", ",", "load", "=", "False", ")", ":", "if", "hasattr", "(", "v", ",", "\"_utype\"", ")", ":", "v", "=", "v", ".", "_utype", "(", "v", ")", "try", ":", "t", "=", "YANGDynClass", "(", "v", ",", "base", ...	79.681818	37.545455
def get_asset_lookup_session(self, proxy, args, *kwargs): """Gets the OsidSession associated with the asset lookup service. arg proxy (osid.proxy.Proxy): a proxy return: (osid.repository.AssetLookupSession) - the new AssetLookupSession raise: OperationFailed - una...	[ "def", "get_asset_lookup_session", "(", "self", ",", "proxy", ",", "", "args", ",", "", "*", "kwargs", ")", ":", "if", "not", "self", ".", "supports_asset_lookup", "(", ")", ":", "raise", "Unimplemented", "(", ")", "try", ":", "from", ".", "import", ...	39.833333	16.333333
def get_hardware_source_by_id(self, hardware_source_id: str, version: str): """Return the hardware source API matching the hardware_source_id and version. .. versionadded:: 1.0 Scriptable: Yes """ actual_version = "1.0.0" if Utility.compare_versions(version, actual_vers...	[ "def", "get_hardware_source_by_id", "(", "self", ",", "hardware_source_id", ":", "str", ",", "version", ":", "str", ")", ":", "actual_version", "=", "\"1.0.0\"", "if", "Utility", ".", "compare_versions", "(", "version", ",", "actual_version", ")", ">", "0", ":...	54.25	32.166667
def handle_wiki(msg): """ Given a wiki message, return the FAS username. """ if 'wiki.article.edit' in msg.topic: username = msg.msg['user'] elif 'wiki.upload.complete' in msg.topic: username = msg.msg['user_text'] else: raise ValueError("Unhandled topic.") return username	[ "def", "handle_wiki", "(", "msg", ")", ":", "if", "'wiki.article.edit'", "in", "msg", ".", "topic", ":", "username", "=", "msg", ".", "msg", "[", "'user'", "]", "elif", "'wiki.upload.complete'", "in", "msg", ".", "topic", ":", "username", "=", "msg", "."...	28.090909	15.181818
def generate_simple_vcf(filename, variant_collection): """ Output a very simple metadata-free VCF for each variant in a variant_collection. """ contigs = [] positions = [] refs = [] alts = [] for variant in variant_collection: contigs.append("chr" + variant.contig) positi...	[ "def", "generate_simple_vcf", "(", "filename", ",", "variant_collection", ")", ":", "contigs", "=", "[", "]", "positions", "=", "[", "]", "refs", "=", "[", "]", "alts", "=", "[", "]", "for", "variant", "in", "variant_collection", ":", "contigs", ".", "ap...	42.820513	19.487179
def _serve_forever_wrapper(self, _srv, poll_interval=0.1): """ Wrapper for the server created for a SSH forward """ self.logger.info('Opening tunnel: {0} <> {1}'.format( address_to_str(_srv.local_address), address_to_str(_srv.remote_address)) ) _sr...	[ "def", "_serve_forever_wrapper", "(", "self", ",", "_srv", ",", "poll_interval", "=", "0.1", ")", ":", "self", ".", "logger", ".", "info", "(", "'Opening tunnel: {0} <> {1}'", ".", "format", "(", "address_to_str", "(", "_srv", ".", "local_address", ")", ",", ...	38.071429	16.785714
def __set_window_title(self): """ Sets the Component window title. """ if self.has_editor_tab(): windowTitle = "{0} - {1}".format(self.__default_window_title, self.get_current_editor().file) else: windowTitle = "{0}".format(self.__default_window_title) ...	[ "def", "__set_window_title", "(", "self", ")", ":", "if", "self", ".", "has_editor_tab", "(", ")", ":", "windowTitle", "=", "\"{0} - {1}\"", ".", "format", "(", "self", ".", "__default_window_title", ",", "self", ".", "get_current_editor", "(", ")", ".", "fi...	36.75	22.416667
def upload_release(self): """Upload an application bundle to the server for a given context""" self.before_upload_release() with settings(user=self.user): with app_bundle(): local_bundle = env.local_bundle env.bundle = '/tmp/' + os.path.basename(local...	[ "def", "upload_release", "(", "self", ")", ":", "self", ".", "before_upload_release", "(", ")", "with", "settings", "(", "user", "=", "self", ".", "user", ")", ":", "with", "app_bundle", "(", ")", ":", "local_bundle", "=", "env", ".", "local_bundle", "en...	37.051282	17.717949
def try_set_count(self, count): """ Sets the count to the given value if the current count is zero. If count is not zero, this method does nothing and returns ``false``. :param count: (int), the number of times count_down() must be invoked before threads can pass through await(). ...	[ "def", "try_set_count", "(", "self", ",", "count", ")", ":", "check_not_negative", "(", "count", ",", "\"count can't be negative\"", ")", "return", "self", ".", "_encode_invoke", "(", "count_down_latch_try_set_count_codec", ",", "count", "=", "count", ")" ]	56.7	34.3
def help_center_article_translation_update(self, article_id, locale, data, **kwargs): "https://developer.zendesk.com/rest_api/docs/help_center/translations#update-translation" api_path = "/api/v2/help_center/articles/{article_id}/translations/{locale}.json" api_path = api_path.format(article_id=...	[ "def", "help_center_article_translation_update", "(", "self", ",", "article_id", ",", "locale", ",", "data", ",", "", "", "kwargs", ")", ":", "api_path", "=", "\"/api/v2/help_center/articles/{article_id}/translations/{locale}.json\"", "api_path", "=", "api_path", ".", ...	82.4	42.4
def _setup_stats_plugins(self): ''' Sets up the plugin stats collectors ''' self.stats_dict['plugins'] = {} for key in self.plugins_dict: plugin_name = self.plugins_dict[key]['instance'].__class__.__name__ temp_key = 'stats:redis-monitor:{p}'.format(p=plug...	[ "def", "_setup_stats_plugins", "(", "self", ")", ":", "self", ".", "stats_dict", "[", "'plugins'", "]", "=", "{", "}", "for", "key", "in", "self", ".", "plugins_dict", ":", "plugin_name", "=", "self", ".", "plugins_dict", "[", "key", "]", "[", "'instance...	53.451613	21.967742
def onehot_features(train, test, features, full=False, sparse=False, dummy_na=True): """Encode categorical features using a one-hot scheme. Parameters ---------- train : pd.DataFrame test : pd.DataFrame features : list Column names in the DataFrame to be encoded. full : bool, defaul...	[ "def", "onehot_features", "(", "train", ",", "test", ",", "features", ",", "full", "=", "False", ",", "sparse", "=", "False", ",", "dummy_na", "=", "True", ")", ":", "features", "=", "[", "f", "for", "f", "in", "features", "if", "f", "in", "train", ...	34.425	24
def get_config_path(filename, search_dirs): """Get the appropriate path for a filename, in that order: filename, ., PPP_CONFIG_DIR, package's etc dir.""" paths = config_search_paths(filename, search_dirs) for path in paths[::-1]: if os.path.exists(path): return path	[ "def", "get_config_path", "(", "filename", ",", "", "search_dirs", ")", ":", "paths", "=", "config_search_paths", "(", "filename", ",", "", "search_dirs", ")", "for", "path", "in", "paths", "[", ":", ":", "-", "1", "]", ":", "if", "os", ".", "path", ...	42.142857	13.714286
def _get_value_error_message_for_invalid_prarameter(self, parameter, value): """Returns the ValueError message for the given parameter. :param string parameter: Name of the parameter the message has to be created for. :param numeric value: Value outside the parameters interval. :...	[ "def", "_get_value_error_message_for_invalid_prarameter", "(", "self", ",", "parameter", ",", "value", ")", ":", "# return if not interval is defined for the parameter", "if", "parameter", "not", "in", "self", ".", "_parameterIntervals", ":", "return", "interval", "=", "s...	40.952381	23.47619
def command_show(self): """ Show metadata """ self.parser = argparse.ArgumentParser( description="Show metadata of available objects") self.options_select() self.options_formatting() self.options_utils() self.options = self.parser.parse_args(self.arguments[2:]...	[ "def", "command_show", "(", "self", ")", ":", "self", ".", "parser", "=", "argparse", ".", "ArgumentParser", "(", "description", "=", "\"Show metadata of available objects\"", ")", "self", ".", "options_select", "(", ")", "self", ".", "options_formatting", "(", ...	38.222222	12.111111
def dequeue(self, queue_type='default'): """Dequeues a job from any of the ready queues based on the queue_type. If no job is ready, returns a failure status. """ if not is_valid_identifier(queue_type): raise BadArgumentException('`queue_type` has an invalid value.') ...	[ "def", "dequeue", "(", "self", ",", "queue_type", "=", "'default'", ")", ":", "if", "not", "is_valid_identifier", "(", "queue_type", ")", ":", "raise", "BadArgumentException", "(", "'`queue_type` has an invalid value.'", ")", "timestamp", "=", "str", "(", "generat...	27.538462	19.410256
def json_get(parsed_json, key): """ Retrieves the key from a parsed_json dictionary, or raises an exception if the key is not present """ if key not in parsed_json: raise ValueError("JSON does not contain a {} field".format(key)) return parsed_json[key]	[ "def", "json_get", "(", "parsed_json", ",", "key", ")", ":", "if", "key", "not", "in", "parsed_json", ":", "raise", "ValueError", "(", "\"JSON does not contain a {} field\"", ".", "format", "(", "key", ")", ")", "return", "parsed_json", "[", "key", "]" ]	34.75	15.5
def symmetrize(self, method=None, copy=False): '''Symmetrizes (ignores method). Returns a copy if copy=True.''' if copy: return SymmEdgePairGraph(self._pairs.copy(), num_vertices=self._num_vertices) shape = (self._num_vertices, self._num_vertices) flat_inds = np.unio...	[ "def", "symmetrize", "(", "self", ",", "method", "=", "None", ",", "copy", "=", "False", ")", ":", "if", "copy", ":", "return", "SymmEdgePairGraph", "(", "self", ".", "_pairs", ".", "copy", "(", ")", ",", "num_vertices", "=", "self", ".", "_num_vertice...	51.8	22.4
def palindrome(seq): '''Test whether a sequence is palindrome. :param seq: Sequence to analyze (DNA or RNA). :type seq: coral.DNA or coral.RNA :returns: Whether a sequence is a palindrome. :rtype: bool ''' seq_len = len(seq) if seq_len % 2 == 0: # Sequence has even number of ba...	[ "def", "palindrome", "(", "seq", ")", ":", "seq_len", "=", "len", "(", "seq", ")", "if", "seq_len", "%", "2", "==", "0", ":", "# Sequence has even number of bases, can test non-overlapping seqs", "wing", "=", "seq_len", "/", "2", "l_wing", "=", "seq", "[", "...	28.727273	19.909091
def update_when_older(self, days): """ Update TLD list cache file if the list is older than number of days given in parameter `days` or if does not exist. :param int days: number of days from last change :return: True if update was successful, False otherwise :rtype: boo...	[ "def", "update_when_older", "(", "self", ",", "days", ")", ":", "last_cache", "=", "self", ".", "_get_last_cachefile_modification", "(", ")", "if", "last_cache", "is", "None", ":", "return", "self", ".", "update", "(", ")", "time_to_update", "=", "last_cache",...	30	20.2
def load(self, addr, ty): """ Load a value from memory into a VEX temporary register. :param addr: The VexValue containing the addr to load from. :param ty: The Type of the resulting data :return: a VexValue """ rdt = self.irsb_c.load(addr.rdt, ty) return...	[ "def", "load", "(", "self", ",", "addr", ",", "ty", ")", ":", "rdt", "=", "self", ".", "irsb_c", ".", "load", "(", "addr", ".", "rdt", ",", "ty", ")", "return", "VexValue", "(", "self", ".", "irsb_c", ",", "rdt", ")" ]	33.8	13.2
def _get_marker_output(self, asset_quantities, metadata): """ Creates a marker output. :param list[int] asset_quantities: The asset quantity list. :param bytes metadata: The metadata contained in the output. :return: An object representing the marker output. :rtype: Tran...	[ "def", "_get_marker_output", "(", "self", ",", "asset_quantities", ",", "metadata", ")", ":", "payload", "=", "openassets", ".", "protocol", ".", "MarkerOutput", "(", "asset_quantities", ",", "metadata", ")", ".", "serialize_payload", "(", ")", "script", "=", ...	45.916667	19.916667
def ilsr_top1( n_items, data, alpha=0.0, initial_params=None, max_iter=100, tol=1e-8): """Compute the ML estimate of model parameters using I-LSR. This function computes the maximum-likelihood (ML) estimate of model parameters given top-1 data (see :ref:`data-top1`), using the iterative Luce Sp...	[ "def", "ilsr_top1", "(", "n_items", ",", "data", ",", "alpha", "=", "0.0", ",", "initial_params", "=", "None", ",", "max_iter", "=", "100", ",", "tol", "=", "1e-8", ")", ":", "fun", "=", "functools", ".", "partial", "(", "lsr_top1", ",", "n_items", "...	35.714286	20.914286
def start(self, args, *kwargs): """ Start the server thread if it wasn't created with autostart = True. """ if args: LOG.debug("args: %s" % str(args)) if kwargs: LOG.debug("kwargs: %s" % str(kwargs)) try: self._server.start() ...	[ "def", "start", "(", "self", ",", "", "args", ",", "", "*", "kwargs", ")", ":", "if", "args", ":", "LOG", ".", "debug", "(", "\"args: %s\"", "%", "str", "(", "args", ")", ")", "if", "kwargs", ":", "LOG", ".", "debug", "(", "\"kwargs: %s\"", "%"...	31.117647	12.411765
async def _connect(self): """ Connect to the 'TempDeck' port Planned change- will connect to the correct port in case of multiple TempDecks """ if self._poller: self._poller.join() self._driver.connect(self._port) self._device_info = self._driv...	[ "async", "def", "_connect", "(", "self", ")", ":", "if", "self", ".", "_poller", ":", "self", ".", "_poller", ".", "join", "(", ")", "self", ".", "_driver", ".", "connect", "(", "self", ".", "_port", ")", "self", ".", "_device_info", "=", "self", "...	33.5	11.166667
def read(self, device=None, offset=0, bs=None, count=1): """ Using DIRECT_O read from the block device specified to stdout (Without any optional arguments will read the first 4k from the device) """ volume = self.get_volume(device) block_size = bs or BLOCK_SIZE o...	[ "def", "read", "(", "self", ",", "device", "=", "None", ",", "offset", "=", "0", ",", "bs", "=", "None", ",", "count", "=", "1", ")", ":", "volume", "=", "self", ".", "get_volume", "(", "device", ")", "block_size", "=", "bs", "or", "BLOCK_SIZE", ...	39	17.888889
def defaults_section(self, value): """ Setter for self.__defaults_section attribute. :param value: Attribute value. :type value: unicode """ if value is not None: assert type(value) is unicode, "'{0}' attribute: '{1}' type is not 'unicode'!".format( ...	[ "def", "defaults_section", "(", "self", ",", "value", ")", ":", "if", "value", "is", "not", "None", ":", "assert", "type", "(", "value", ")", "is", "unicode", ",", "\"'{0}' attribute: '{1}' type is not 'unicode'!\"", ".", "format", "(", "\"defaults_section\"", "...	32.25	15.75
def persons_significant_control(self, num, statements=False, **kwargs): """Search for a list of persons with significant control. Searches for persons of significant control based on company number for a specified company. Specify statements=True to only search for officers with stateme...	[ "def", "persons_significant_control", "(", "self", ",", "num", ",", "statements", "=", "False", ",", "", "", "kwargs", ")", ":", "baseuri", "=", "(", "self", ".", "_BASE_URI", "+", "'company/{}/persons-with-significant-control'", ".", "format", "(", "num", "...	40.458333	21.541667
def inspect_signature_parameters(callable_, excluded=None): """Get the parameters of a callable. Returns a list with the signature parameters of `callable_`. Parameters contained in `excluded` tuple will not be included in the result. :param callable_: callable object :param excluded: tuple wi...	[ "def", "inspect_signature_parameters", "(", "callable_", ",", "excluded", "=", "None", ")", ":", "if", "not", "excluded", ":", "excluded", "=", "(", ")", "signature", "=", "inspect", ".", "signature", "(", "callable_", ")", "params", "=", "[", "v", "for", ...	27.666667	20.571429
def restoreWidget(self, viewWidget, parent, xwidget): """ Creates the widget with the inputed parent based on the given xml type. :param viewWidget \| <XViewWidget> parent \| <QWidget> xwidget \| <xml.etree.Element> :r...	[ "def", "restoreWidget", "(", "self", ",", "viewWidget", ",", "parent", ",", "xwidget", ")", ":", "# create a new splitter", "if", "xwidget", ".", "tag", "==", "'split'", ":", "widget", "=", "XSplitter", "(", "parent", ")", "if", "(", "xwidget", ".", "get",...	36.658228	15.949367
def build_wxsfile_default_gui(root): """ This function adds a default GUI to the wxs file """ factory = Document() Product = root.getElementsByTagName('Product')[0] UIRef = factory.createElement('UIRef') UIRef.attributes['Id'] = 'WixUI_Mondo' Product.childNodes.append(UIRef) UIRef ...	[ "def", "build_wxsfile_default_gui", "(", "root", ")", ":", "factory", "=", "Document", "(", ")", "Product", "=", "root", ".", "getElementsByTagName", "(", "'Product'", ")", "[", "0", "]", "UIRef", "=", "factory", ".", "createElement", "(", "'UIRef'", ")", ...	33.230769	11.153846
def quit_all(editor, force=False): """ Quit all. """ quit(editor, all_=True, force=force)	[ "def", "quit_all", "(", "editor", ",", "force", "=", "False", ")", ":", "quit", "(", "editor", ",", "all_", "=", "True", ",", "force", "=", "force", ")" ]	20.2	6.6
def _define(self): """ gate sdg a { u1(-pi/2) a; } """ definition = [] q = QuantumRegister(1, "q") rule = [ (U1Gate(-pi/2), [q[0]], []) ] for inst in rule: definition.append(inst) self.definition = definition	[ "def", "_define", "(", "self", ")", ":", "definition", "=", "[", "]", "q", "=", "QuantumRegister", "(", "1", ",", "\"q\"", ")", "rule", "=", "[", "(", "U1Gate", "(", "-", "pi", "/", "2", ")", ",", "[", "q", "[", "0", "]", "]", ",", "[", "]"...	24.416667	10.75
def maybe_convert_objects(values, convert_dates=True, convert_numeric=True, convert_timedeltas=True, copy=True): """ if we have an object dtype, try to coerce dates and/or numbers """ # if we have passed in a list or scalar if isinstance(values, (list, tuple)): values = np...	[ "def", "maybe_convert_objects", "(", "values", ",", "convert_dates", "=", "True", ",", "convert_numeric", "=", "True", ",", "convert_timedeltas", "=", "True", ",", "copy", "=", "True", ")", ":", "# if we have passed in a list or scalar", "if", "isinstance", "(", "...	34.04918	20.377049
def dbmax50years(self, value=None): """ Corresponds to IDD Field `dbmax50years` 50-year return period values for maximum extreme dry-bulb temperature Args: value (float): value for IDD Field `dbmax50years` Unit: C if `value` is None it will not be ch...	[ "def", "dbmax50years", "(", "self", ",", "value", "=", "None", ")", ":", "if", "value", "is", "not", "None", ":", "try", ":", "value", "=", "float", "(", "value", ")", "except", "ValueError", ":", "raise", "ValueError", "(", "'value {} need to be of type f...	36.428571	20.952381
def relexp_action(self, text, loc, arg): """Code executed after recognising a relexp expression (something relop something)""" if DEBUG > 0: print("REL_EXP:",arg) if DEBUG == 2: self.symtab.display() if DEBUG > 2: return exshared.setpos(loc, text) ...	[ "def", "relexp_action", "(", "self", ",", "text", ",", "loc", ",", "arg", ")", ":", "if", "DEBUG", ">", "0", ":", "print", "(", "\"REL_EXP:\"", ",", "arg", ")", "if", "DEBUG", "==", "2", ":", "self", ".", "symtab", ".", "display", "(", ")", "if",...	50.846154	13.615385
def mission_request_int_send(self, target_system, target_component, seq, force_mavlink1=False): ''' Request the information of the mission item with the sequence number seq. The response of the system to this message should be a MISSION_ITEM_INT message. ...	[ "def", "mission_request_int_send", "(", "self", ",", "target_system", ",", "target_component", ",", "seq", ",", "force_mavlink1", "=", "False", ")", ":", "return", "self", ".", "send", "(", "self", ".", "mission_request_int_encode", "(", "target_system", ",", "t...	55.846154	34.615385
def calculate_r_matrices(fine_states, reduced_matrix_elements, q=None, numeric=True, convention=1): ur"""Calculate the matrix elements of the electric dipole (in the helicity basis). We calculate all matrix elements for the D2 line in Rb 87. >>> from sympy import symbols, ppri...	[ "def", "calculate_r_matrices", "(", "fine_states", ",", "reduced_matrix_elements", ",", "q", "=", "None", ",", "numeric", "=", "True", ",", "convention", "=", "1", ")", ":", "magnetic_states", "=", "make_list_of_states", "(", "fine_states", ",", "'magnetic'", ",...	53.423077	19.974359
def _retrieve_all_teams(self, year): """ Find and create Team instances for all teams in the given season. For a given season, parses the specified NHL stats table and finds all requested stats. Each team then has a Team instance created which includes all requested stats and a ...	[ "def", "_retrieve_all_teams", "(", "self", ",", "year", ")", ":", "if", "not", "year", ":", "year", "=", "utils", ".", "_find_year_for_season", "(", "'nhl'", ")", "doc", "=", "pq", "(", "SEASON_PAGE_URL", "%", "year", ")", "teams_list", "=", "utils", "."...	38.75	20.892857
def getlines(filename, module_globals=None): """Get the lines for a file from the cache. Update the cache if it doesn't contain an entry for this file already.""" if filename in cache: return cache[filename][2] try: return updatecache(filename, module_globals) except MemoryError: ...	[ "def", "getlines", "(", "filename", ",", "module_globals", "=", "None", ")", ":", "if", "filename", "in", "cache", ":", "return", "cache", "[", "filename", "]", "[", "2", "]", "try", ":", "return", "updatecache", "(", "filename", ",", "module_globals", "...	28.833333	17.5
def process_vhwa_command(self, command, enm_cmd, from_guest): """Posts a Video HW Acceleration Command to the frame buffer for processing. The commands used for 2D video acceleration (DDraw surface creation/destroying, blitting, scaling, color conversion, overlaying, etc.) are posted from quest ...	[ "def", "process_vhwa_command", "(", "self", ",", "command", ",", "enm_cmd", ",", "from_guest", ")", ":", "if", "not", "isinstance", "(", "command", ",", "basestring", ")", ":", "raise", "TypeError", "(", "\"command can only be an instance of type basestring\"", ")",...	47.444444	25.925926
def get_rules(self, subreddit, bottom=False): """Return the json dictionary containing rules for a subreddit. :param subreddit: The subreddit whose rules we will return. """ url = self.config['rules'].format(subreddit=six.text_type(subreddit)) return self.request_json(url)	[ "def", "get_rules", "(", "self", ",", "subreddit", ",", "bottom", "=", "False", ")", ":", "url", "=", "self", ".", "config", "[", "'rules'", "]", ".", "format", "(", "subreddit", "=", "six", ".", "text_type", "(", "subreddit", ")", ")", "return", "se...	38.5	19
def get_rec_features(self, features=None): """ Returns a df of features for recalled items """ if features is None: features = self.dist_funcs.keys() elif not isinstance(features, list): features = [features] return self.rec.applymap(lambda x: {k:v...	[ "def", "get_rec_features", "(", "self", ",", "features", "=", "None", ")", ":", "if", "features", "is", "None", ":", "features", "=", "self", ".", "dist_funcs", ".", "keys", "(", ")", "elif", "not", "isinstance", "(", "features", ",", "list", ")", ":",...	41.888889	12.555556
def findnextmatch(self, startkey, find_string, flags, search_result=True): """ Returns a tuple with the position of the next match of find_string Returns None if string not found. Parameters: ----------- startkey: Start position of search find_string:String to be sear...	[ "def", "findnextmatch", "(", "self", ",", "startkey", ",", "find_string", ",", "flags", ",", "search_result", "=", "True", ")", ":", "assert", "\"UP\"", "in", "flags", "or", "\"DOWN\"", "in", "flags", "assert", "not", "(", "\"UP\"", "in", "flags", "and", ...	34.847826	21.043478
def _set_load_balance_type(self, v, load=False): """ Setter method for load_balance_type, mapped from YANG variable /interface/port_channel/load_balance_type (enumeration) If this variable is read-only (config: false) in the source YANG file, then _set_load_balance_type is considered as a private me...	[ "def", "_set_load_balance_type", "(", "self", ",", "v", ",", "load", "=", "False", ")", ":", "if", "hasattr", "(", "v", ",", "\"_utype\"", ")", ":", "v", "=", "v", ".", "_utype", "(", "v", ")", "try", ":", "t", "=", "YANGDynClass", "(", "v", ",",...	94.363636	44.909091
def __correction(self,text): """ spell correction """ new_text = [] for i in text.split(): if len(i)>3: low = i.lower() new_text.append(i if WORDS[i] else correction(i)) else:new_text.append(i) return " ".join(new_te...	[ "def", "__correction", "(", "self", ",", "text", ")", ":", "new_text", "=", "[", "]", "for", "i", "in", "text", ".", "split", "(", ")", ":", "if", "len", "(", "i", ")", ">", "3", ":", "low", "=", "i", ".", "lower", "(", ")", "new_text", ".", ...	28.454545	10.818182
def generate_sha1(string, salt=None): """ Generates a sha1 hash for supplied string. Doesn't need to be very secure because it's not used for password checking. We got Django for that. :param string: The string that needs to be encrypted. :param salt: Optionally define your own sal...	[ "def", "generate_sha1", "(", "string", ",", "salt", "=", "None", ")", ":", "if", "not", "salt", ":", "salt", "=", "hashlib", ".", "sha1", "(", "str", "(", "random", ".", "random", "(", ")", ")", ".", "encode", "(", "'utf-8'", ")", ")", ".", "hexd...	31.5	24
def to_dict_list_generic_type(df, int_col=None, binary_col=None): """Transform each row to dict, and put them into a list. And automatically convert ``np.int64`` to ``int``, ``pandas.tslib.Timestamp`` to ``datetime.datetime``, ``np.nan`` to ``None``. :param df: ``pandas.DataFrame`` instance. :para...	[ "def", "to_dict_list_generic_type", "(", "df", ",", "int_col", "=", "None", ",", "binary_col", "=", "None", ")", ":", "# Pre-process int_col, binary_col and datetime_col", "if", "(", "int_col", "is", "not", "None", ")", "and", "(", "not", "isinstance", "(", "int...	30.085714	19.014286
def _on_login(self, user): """ Callback called whenever the login or sign up process completes. Returns the input user parameter. """ self._bot = bool(user.bot) self._self_input_peer = utils.get_input_peer(user, allow_self=False) self._authorized = True ...	[ "def", "_on_login", "(", "self", ",", "user", ")", ":", "self", ".", "_bot", "=", "bool", "(", "user", ".", "bot", ")", "self", ".", "_self_input_peer", "=", "utils", ".", "get_input_peer", "(", "user", ",", "allow_self", "=", "False", ")", "self", "...	29.181818	18.090909
def convert_cifar100(directory, output_directory, output_filename='cifar100.hdf5'): """Converts the CIFAR-100 dataset to HDF5. Converts the CIFAR-100 dataset to an HDF5 dataset compatible with :class:`fuel.datasets.CIFAR100`. The converted dataset is saved as 'cifar100.hdf5'. ...	[ "def", "convert_cifar100", "(", "directory", ",", "output_directory", ",", "output_filename", "=", "'cifar100.hdf5'", ")", ":", "output_path", "=", "os", ".", "path", ".", "join", "(", "output_directory", ",", "output_filename", ")", "h5file", "=", "h5py", ".", ...	36.716049	21.691358
def _place_ticks_horizontal(self): """Display the ticks for a horizontal scale.""" # first tick tick = self.ticks[0] label = self.ticklabels[0] x = self.convert_to_pixels(tick) half_width = label.winfo_reqwidth() / 2 if x - half_width < 0: x = half_wid...	[ "def", "_place_ticks_horizontal", "(", "self", ")", ":", "# first tick", "tick", "=", "self", ".", "ticks", "[", "0", "]", "label", "=", "self", ".", "ticklabels", "[", "0", "]", "x", "=", "self", ".", "convert_to_pixels", "(", "tick", ")", "half_width",...	38.363636	9.5

def bucket_type(self, name): """ Gets the bucket-type by the specified name. Bucket-types do not always exist (unlike buckets), but this will always return a :class:`BucketType <riak.bucket.BucketType>` object. :param name: the bucket-type name :type name: str :r...

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def add(connect_spec, dn, attributes): '''Add an entry to an LDAP database. :param connect_spec: See the documentation for the ``connect_spec`` parameter for :py:func:`connect`. :param dn: Distinguished name of the entry. :param attributes: Non-empty dict mapping each ...

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def normal_curve_single(obj, u, normalize): """ Evaluates the curve normal vector at the input parameter, u. Curve normal is calculated from the 2nd derivative of the curve at the input parameter, u. The output returns a list containing the starting point (i.e. origin) of the vector and the vector itself. ...

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def _get_subject_alternative_names(self, ext): """ Return a list of Subject Alternative Name values for the given x509 extension object. """ values = [] for san in ext.value: if isinstance(san.value, string): # Pass on simple string SAN values ...

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def throttle_check(self): """ Check for throttling. """ throttle = self._meta.throttle() wait = throttle.should_be_throttled(self) if wait: raise HttpError( "Throttled, wait {0} seconds.".format(wait), status=status.HTTP_503_SERVICE_UNAVAILABLE...

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def delete(self, prevent_nondicotomic=True, preserve_branch_length=False): """ Deletes node from the tree structure. Notice that this method makes 'disappear' the node from the tree structure. This means that children from the deleted node are transferred to the next available pa...

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def get_tags(): """get tags.""" tags = getattr(flask.g, 'bukudb', get_bukudb()).get_tag_all() result = { 'tags': tags[0] } if request.path.startswith('/api/'): res = jsonify(result) else: res = render_template('bukuserver/tags.html', result=result) return res

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def get_token_func(): """ This function makes a call to AAD to fetch an OAuth token :return: the OAuth token and the interval to wait before refreshing it """ print("{}: token updater was triggered".format(datetime.datetime.now())) # in this example, the OAuth token is o...

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def getContextsForExpression(self, body, getFingerprint=None, startIndex=0, maxResults=5, sparsity=1.0): """Get semantic contexts for the input expression Args: body, ExpressionOperation: The JSON encoded expression to be evaluated (required) getFingerprint, bool: Configure if th...

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def set_maintenance_mode(value): """ Set maintenance_mode state to state file. """ # If maintenance mode is defined in settings, it can't be changed. if settings.MAINTENANCE_MODE is not None: raise ImproperlyConfigured( 'Maintenance mode cannot be set dynamically ' '...

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def isatty(self): # nocover """ Returns true of the redirect is a terminal. Notes: Needed for IPython.embed to work properly when this class is used to override stdout / stderr. """ return (self.redirect is not None and hasattr(self.redir...

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35.3

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def _studentized_residuals_fast(self, p=None): """ Returns a list of studentized residuals, (ydata - model)/error This function relies on a previous call to set_data(), and assumes self._massage_data() has been called (to increase speed). Parameters ---------- ...

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def writeGlobalFile(self, localFileName, cleanup=False): """ Takes a file (as a path) and uploads it to the job store. Depending on the jobstore used, carry out the appropriate cache functions. """ absLocalFileName = self._resolveAbsoluteLocalPath(localFileName) # What d...

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def validate_value_range(self, value): """ Args: value: Throws DsdlException if this value cannot be represented by this type. """ low, high = self.value_range if not low <= value <= high: error('Value [%s] is out of range %s', value, self.value_range)

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def _format_output(selected_number, raw_data): """Format data to get a readable output""" tmp_data = {} data = collections.defaultdict(lambda: 0) balance = raw_data.pop('balance') for number in raw_data.keys(): tmp_data = dict([(k, int(v) if v is not None else "No limit") ...

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def _partition(hours, partition = 3600.0): """ Partition a sorted list of numbers (or in this case hours). Arguments: hours -- sorted ndarray of hours. partition -- maximum partition length (default: 3600.0) """ partition = float(partition) relative = hours - hours[0] total_partitions = np.ceil(relati...

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def _move_template_to_destination( self, ignoreExisting=False): """ *move template to destination* **Key Arguments:** # - **Return:** - None .. todo:: - @review: when complete, clean _move_template_to_destination met...

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def second_order_score(y, mean, scale, shape, skewness): """ GAS Poisson Update term potentially using second-order information - native Python function Parameters ---------- y : float datapoint for the time series mean : float location parameter for the...

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def generate_dh_parameters(bit_size): """ Generates DH parameters for use with Diffie-Hellman key exchange. Returns a structure in the format of DHParameter defined in PKCS#3, which is also used by the OpenSSL dhparam tool. THIS CAN BE VERY TIME CONSUMING! :param bit_size: The integer ...

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def p_global_stmt(p): """ global_stmt : GLOBAL global_list SEMI | GLOBAL ident EQ expr SEMI """ p[0] = node.global_stmt(p[2]) for ident in p[0]: ident.props = "G"

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def save_config(self, cmd="save", confirm=False, confirm_response=""): """ Save Config for HuaweiSSH""" return super(HuaweiBase, self).save_config( cmd=cmd, confirm=confirm, confirm_response=confirm_response )

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def run(self, **export_params): """ Make the actual request to the Import API (exporting is part of the Import API). :param export_params: Any additional parameters to be sent to the Import API :type export_params: kwargs :return: ...

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def addAction( self, action ): """ Adds the inputed action to this widget's action group. This will auto-\ create a new group if no group is already defined. :param action | <QAction> || <str> :return <QAction> """ if not isinstance(act...

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def _check_type(self, value): """Checks that *value* matches the type of this *Searcher*. Checks that *value* matches the type of this *Searcher*, returning the value if it does and raising a `TypeError` if it does not. :return: *value* if type of *value* matches type of this *Searcher...

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def decode(packet): """Decode a navdata packet.""" offset = 0 _ = struct.unpack_from('IIII', packet, offset) s = _[1] state = dict() state['fly'] = s & 1 # FLY MASK : (0) ardrone is landed, (1) ardrone is flying state['video'] = s >> 1 & 1 # VIDEO MASK :...

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51.240506

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def from_file(cls, f): """Load vocab from a file. :param (file) f: a file object, e.g. as returned by calling `open` :return: a vocab object. The 0th line of the file is assigned to index 0, and so on... """ word2index = {} counts = Counter() for i, line in enume...

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def to_html(data): """ Serializes a python object as HTML This method uses the to_json method to turn the given data object into formatted JSON that is displayed in an HTML page. If pygments in installed, syntax highlighting will also be applied to the JSON. """ base_html_template = Templat...

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def process_data(data, models): """ Convert ``data`` to processed data using ``models``. Data from dictionary ``data`` is processed by each model in list ``models``, and the results collected into a new dictionary ``pdata`` for use in :meth:`MultiFitter.lsqfit` and :meth:`MultiF...

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def progressed_bar(count, total=100, status=None, suffix=None, bar_len=10): """render a progressed.io like progress bar""" status = status or '' suffix = suffix or '%' assert isinstance(count, int) count_normalized = count if count <= total else total filled_len = int(round(bar_len * count_norma...

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def idfreader(fname, iddfile, conv=True): """read idf file and return bunches""" data, commdct, idd_index = readidf.readdatacommdct(fname, iddfile=iddfile) if conv: convertallfields(data, commdct) # fill gaps in idd ddtt, dtls = data.dt, data.dtls # skiplist = ["TABLE:MULTIVARIABLELOOKUP...

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def camelcase_to_underline(param_dict): """ 将驼峰命名的参数字典键转换为下划线参数 :param: * param_dict: (dict) 请求参数字典 :return: * temp_dict: (dict) 转换后的参数字典举例如下:: print('--- transform_hump_to_underline demo---') hump_param_dict = {'firstName': 'Python', 'Second_Name': 'san', 'right...

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def nl_complete_msg(sk, msg): """Finalize Netlink message. https://github.com/thom311/libnl/blob/libnl3_2_25/lib/nl.c#L450 This function finalizes a Netlink message by completing the message with desirable flags and values depending on the socket configuration. - If not yet filled out, the source...

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def _merge_mappings(*args): """Merges a sequence of dictionaries and/or tuples into a single dictionary. If a given argument is a tuple, it must have two elements, the first of which is a sequence of keys and the second of which is a single value, which will be mapped to from each of the keys in the sequen...

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def validate_string_list(value): """Validator for string lists to be used with `add_setting`.""" try: if sys.version_info.major < 3: # pylint: disable-msg=W0404 from locale import getpreferredencoding encoding = getpreferredencoding() ...

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def prepare(base_path='data', serialize=json.dumps, deserialize=json.loads, file_ext='json'): """After you have added your collections, prepare the database for use.""" global _basepath, _deserialize, _serialize, _ext _basepath = base_path assert callable(serializ...

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35.571429

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def validate_day_start_ut(conn): """This validates the day_start_ut of the days table.""" G = GTFS(conn) cur = conn.execute('SELECT date, day_start_ut FROM days') for date, day_start_ut in cur: #print date, day_start_ut assert day_start_ut == G.get_day_start_ut(date)

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41.857143

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def draw3dCoordAxis(self, img=None, thickness=8): ''' draw the 3d coordinate axes into given image if image == False: create an empty image ''' if img is None: img = self.img elif img is False: img = np.zeros(shape=self.img.sha...

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def add_to(self, other): """ Add another chem material package to this material package. :param other: The other material package. """ # Add another package. if type(other) is MaterialPackage: # Packages of the same material. if self.material ==...

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def mass_enclosed_2d(self, r, kwargs_profile): """ computes the mass enclosed the projected line-of-sight :param r: radius (arcsec) :param kwargs_profile: keyword argument list with lens model parameters :return: projected mass enclosed radius r """ kwargs = copy....

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def walk(self, top=None, path=None, depth=0, maxdepth=-1, class_ref=None, class_pattern=None, return_classname=False, treat_dirs_as_objs=False): """ Walk the directory structure and content in and bel...

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def split (properties): """ Given a property-set of the form v1/v2/...vN-1/<fN>vN/<fN+1>vN+1/...<fM>vM Returns v1 v2 ... vN-1 <fN>vN <fN+1>vN+1 ... <fM>vM Note that vN...vM may contain slashes. This is resilient to the substitution of backslashes for slashes, since Jam, unbidden, s...

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29.548387

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def balance_of(self, address, block_identifier='latest'): """ Return the balance of `address`. """ return self.proxy.contract.functions.balanceOf( to_checksum_address(address), ).call(block_identifier=block_identifier)

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def participate(self): """Finish reading and send text""" try: logger.info("Entering participate method") ready = WebDriverWait(self.driver, 10).until( EC.element_to_be_clickable((By.ID, "finish-reading")) ) stimulus = self.driver.find_elem...

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39.25

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def get_contact_by_email(self, email): """ Returns a Contact by it's email :param email: email to get contact for :return: Contact for specified email :rtype: Contact """ if not email: return None email = email.strip() url = self.build_url('...

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def rate_limited(max_per_hour: int, *args: Any) -> Callable[..., Any]: """Rate limit a function.""" return util.rate_limited(max_per_hour, *args)

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50.333333

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def get_place(self, place_id, sensor=False, language=lang.ENGLISH): """Gets a detailed place object. keyword arguments: place_id -- The unique Google identifier for the required place. sensor -- Boolean flag denoting if the location came from a device using its' ...

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50.769231

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def add_segments(self, segments): """Add a list of segments to the composition :param segments: Segments to add to composition :type segments: list of :py:class:`radiotool.composer.Segment` """ self.tracks.update([seg.track for seg in segments]) self.segments.extend(segm...

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39.75

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def convert_to_broker_id(string): """Convert string to kafka broker_id.""" error_msg = 'Positive integer or -1 required, {string} given.'.format(string=string) try: value = int(string) except ValueError: raise argparse.ArgumentTypeError(error_msg) if value <= 0 and value != -1: ...

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37.4

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def _fullsize_link_tag(self, kwargs, title): """ Render a <a href> that points to the fullsize rendition specified """ return utils.make_tag('a', { 'href': self.get_fullsize(kwargs), 'data-lightbox': kwargs['gallery_id'], 'title': title })

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36.625

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def _set_login(self, v, load=False): """ Setter method for login, mapped from YANG variable /aaa_config/aaa/authentication/login (container) If this variable is read-only (config: false) in the source YANG file, then _set_login is considered as a private method. Backends looking to populate this var...

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79.681818

37.545455

def get_asset_lookup_session(self, proxy, *args, **kwargs): """Gets the OsidSession associated with the asset lookup service. arg proxy (osid.proxy.Proxy): a proxy return: (osid.repository.AssetLookupSession) - the new AssetLookupSession raise: OperationFailed - una...

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39.833333

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def get_hardware_source_by_id(self, hardware_source_id: str, version: str): """Return the hardware source API matching the hardware_source_id and version. .. versionadded:: 1.0 Scriptable: Yes """ actual_version = "1.0.0" if Utility.compare_versions(version, actual_vers...

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54.25

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def handle_wiki(msg): """ Given a wiki message, return the FAS username. """ if 'wiki.article.edit' in msg.topic: username = msg.msg['user'] elif 'wiki.upload.complete' in msg.topic: username = msg.msg['user_text'] else: raise ValueError("Unhandled topic.") return username

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28.090909

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def generate_simple_vcf(filename, variant_collection): """ Output a very simple metadata-free VCF for each variant in a variant_collection. """ contigs = [] positions = [] refs = [] alts = [] for variant in variant_collection: contigs.append("chr" + variant.contig) positi...

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def _serve_forever_wrapper(self, _srv, poll_interval=0.1): """ Wrapper for the server created for a SSH forward """ self.logger.info('Opening tunnel: {0} <> {1}'.format( address_to_str(_srv.local_address), address_to_str(_srv.remote_address)) ) _sr...

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38.071429

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def __set_window_title(self): """ Sets the Component window title. """ if self.has_editor_tab(): windowTitle = "{0} - {1}".format(self.__default_window_title, self.get_current_editor().file) else: windowTitle = "{0}".format(self.__default_window_title) ...

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36.75

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def upload_release(self): """Upload an application bundle to the server for a given context""" self.before_upload_release() with settings(user=self.user): with app_bundle(): local_bundle = env.local_bundle env.bundle = '/tmp/' + os.path.basename(local...

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def try_set_count(self, count): """ Sets the count to the given value if the current count is zero. If count is not zero, this method does nothing and returns ``false``. :param count: (int), the number of times count_down() must be invoked before threads can pass through await(). ...

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56.7

34.3

def help_center_article_translation_update(self, article_id, locale, data, **kwargs): "https://developer.zendesk.com/rest_api/docs/help_center/translations#update-translation" api_path = "/api/v2/help_center/articles/{article_id}/translations/{locale}.json" api_path = api_path.format(article_id=...

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82.4

42.4

def _setup_stats_plugins(self): ''' Sets up the plugin stats collectors ''' self.stats_dict['plugins'] = {} for key in self.plugins_dict: plugin_name = self.plugins_dict[key]['instance'].__class__.__name__ temp_key = 'stats:redis-monitor:{p}'.format(p=plug...

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53.451613

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def onehot_features(train, test, features, full=False, sparse=False, dummy_na=True): """Encode categorical features using a one-hot scheme. Parameters ---------- train : pd.DataFrame test : pd.DataFrame features : list Column names in the DataFrame to be encoded. full : bool, defaul...

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34.425

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def get_config_path(filename, *search_dirs): """Get the appropriate path for a filename, in that order: filename, ., PPP_CONFIG_DIR, package's etc dir.""" paths = config_search_paths(filename, *search_dirs) for path in paths[::-1]: if os.path.exists(path): return path

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42.142857

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def _get_value_error_message_for_invalid_prarameter(self, parameter, value): """Returns the ValueError message for the given parameter. :param string parameter: Name of the parameter the message has to be created for. :param numeric value: Value outside the parameters interval. :...

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40.952381

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def command_show(self): """ Show metadata """ self.parser = argparse.ArgumentParser( description="Show metadata of available objects") self.options_select() self.options_formatting() self.options_utils() self.options = self.parser.parse_args(self.arguments[2:]...

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38.222222

12.111111

def dequeue(self, queue_type='default'): """Dequeues a job from any of the ready queues based on the queue_type. If no job is ready, returns a failure status. """ if not is_valid_identifier(queue_type): raise BadArgumentException('`queue_type` has an invalid value.') ...

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27.538462

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def json_get(parsed_json, key): """ Retrieves the key from a parsed_json dictionary, or raises an exception if the key is not present """ if key not in parsed_json: raise ValueError("JSON does not contain a {} field".format(key)) return parsed_json[key]

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34.75

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def symmetrize(self, method=None, copy=False): '''Symmetrizes (ignores method). Returns a copy if copy=True.''' if copy: return SymmEdgePairGraph(self._pairs.copy(), num_vertices=self._num_vertices) shape = (self._num_vertices, self._num_vertices) flat_inds = np.unio...

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51.8

22.4

def palindrome(seq): '''Test whether a sequence is palindrome. :param seq: Sequence to analyze (DNA or RNA). :type seq: coral.DNA or coral.RNA :returns: Whether a sequence is a palindrome. :rtype: bool ''' seq_len = len(seq) if seq_len % 2 == 0: # Sequence has even number of ba...

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28.727273

19.909091

def update_when_older(self, days): """ Update TLD list cache file if the list is older than number of days given in parameter `days` or if does not exist. :param int days: number of days from last change :return: True if update was successful, False otherwise :rtype: boo...

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30

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def load(self, addr, ty): """ Load a value from memory into a VEX temporary register. :param addr: The VexValue containing the addr to load from. :param ty: The Type of the resulting data :return: a VexValue """ rdt = self.irsb_c.load(addr.rdt, ty) return...

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33.8

13.2

def _get_marker_output(self, asset_quantities, metadata): """ Creates a marker output. :param list[int] asset_quantities: The asset quantity list. :param bytes metadata: The metadata contained in the output. :return: An object representing the marker output. :rtype: Tran...

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45.916667

19.916667

def ilsr_top1( n_items, data, alpha=0.0, initial_params=None, max_iter=100, tol=1e-8): """Compute the ML estimate of model parameters using I-LSR. This function computes the maximum-likelihood (ML) estimate of model parameters given top-1 data (see :ref:`data-top1`), using the iterative Luce Sp...

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def start(self, *args, **kwargs): """ Start the server thread if it wasn't created with autostart = True. """ if args: LOG.debug("args: %s" % str(args)) if kwargs: LOG.debug("kwargs: %s" % str(kwargs)) try: self._server.start() ...

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async def _connect(self): """ Connect to the 'TempDeck' port Planned change- will connect to the correct port in case of multiple TempDecks """ if self._poller: self._poller.join() self._driver.connect(self._port) self._device_info = self._driv...

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def read(self, device=None, offset=0, bs=None, count=1): """ Using DIRECT_O read from the block device specified to stdout (Without any optional arguments will read the first 4k from the device) """ volume = self.get_volume(device) block_size = bs or BLOCK_SIZE o...

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def defaults_section(self, value): """ Setter for **self.__defaults_section** attribute. :param value: Attribute value. :type value: unicode """ if value is not None: assert type(value) is unicode, "'{0}' attribute: '{1}' type is not 'unicode'!".format( ...

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def persons_significant_control(self, num, statements=False, **kwargs): """Search for a list of persons with significant control. Searches for persons of significant control based on company number for a specified company. Specify statements=True to only search for officers with stateme...

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def inspect_signature_parameters(callable_, excluded=None): """Get the parameters of a callable. Returns a list with the signature parameters of `callable_`. Parameters contained in `excluded` tuple will not be included in the result. :param callable_: callable object :param excluded: tuple wi...

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def restoreWidget(self, viewWidget, parent, xwidget): """ Creates the widget with the inputed parent based on the given xml type. :param viewWidget | <XViewWidget> parent | <QWidget> xwidget | <xml.etree.Element> :r...

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def build_wxsfile_default_gui(root): """ This function adds a default GUI to the wxs file """ factory = Document() Product = root.getElementsByTagName('Product')[0] UIRef = factory.createElement('UIRef') UIRef.attributes['Id'] = 'WixUI_Mondo' Product.childNodes.append(UIRef) UIRef ...

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def quit_all(editor, force=False): """ Quit all. """ quit(editor, all_=True, force=force)

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def _define(self): """ gate sdg a { u1(-pi/2) a; } """ definition = [] q = QuantumRegister(1, "q") rule = [ (U1Gate(-pi/2), [q[0]], []) ] for inst in rule: definition.append(inst) self.definition = definition

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def maybe_convert_objects(values, convert_dates=True, convert_numeric=True, convert_timedeltas=True, copy=True): """ if we have an object dtype, try to coerce dates and/or numbers """ # if we have passed in a list or scalar if isinstance(values, (list, tuple)): values = np...

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def dbmax50years(self, value=None): """ Corresponds to IDD Field `dbmax50years` 50-year return period values for maximum extreme dry-bulb temperature Args: value (float): value for IDD Field `dbmax50years` Unit: C if `value` is None it will not be ch...

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def relexp_action(self, text, loc, arg): """Code executed after recognising a relexp expression (something relop something)""" if DEBUG > 0: print("REL_EXP:",arg) if DEBUG == 2: self.symtab.display() if DEBUG > 2: return exshared.setpos(loc, text) ...

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def mission_request_int_send(self, target_system, target_component, seq, force_mavlink1=False): ''' Request the information of the mission item with the sequence number seq. The response of the system to this message should be a MISSION_ITEM_INT message. ...

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def calculate_r_matrices(fine_states, reduced_matrix_elements, q=None, numeric=True, convention=1): ur"""Calculate the matrix elements of the electric dipole (in the helicity basis). We calculate all matrix elements for the D2 line in Rb 87. >>> from sympy import symbols, ppri...

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def _retrieve_all_teams(self, year): """ Find and create Team instances for all teams in the given season. For a given season, parses the specified NHL stats table and finds all requested stats. Each team then has a Team instance created which includes all requested stats and a ...

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def getlines(filename, module_globals=None): """Get the lines for a file from the cache. Update the cache if it doesn't contain an entry for this file already.""" if filename in cache: return cache[filename][2] try: return updatecache(filename, module_globals) except MemoryError: ...

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def process_vhwa_command(self, command, enm_cmd, from_guest): """Posts a Video HW Acceleration Command to the frame buffer for processing. The commands used for 2D video acceleration (DDraw surface creation/destroying, blitting, scaling, color conversion, overlaying, etc.) are posted from quest ...

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def get_rules(self, subreddit, bottom=False): """Return the json dictionary containing rules for a subreddit. :param subreddit: The subreddit whose rules we will return. """ url = self.config['rules'].format(subreddit=six.text_type(subreddit)) return self.request_json(url)

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def get_rec_features(self, features=None): """ Returns a df of features for recalled items """ if features is None: features = self.dist_funcs.keys() elif not isinstance(features, list): features = [features] return self.rec.applymap(lambda x: {k:v...

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def findnextmatch(self, startkey, find_string, flags, search_result=True): """ Returns a tuple with the position of the next match of find_string Returns None if string not found. Parameters: ----------- startkey: Start position of search find_string:String to be sear...

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def _set_load_balance_type(self, v, load=False): """ Setter method for load_balance_type, mapped from YANG variable /interface/port_channel/load_balance_type (enumeration) If this variable is read-only (config: false) in the source YANG file, then _set_load_balance_type is considered as a private me...

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def __correction(self,text): """ spell correction """ new_text = [] for i in text.split(): if len(i)>3: low = i.lower() new_text.append(i if WORDS[i] else correction(i)) else:new_text.append(i) return " ".join(new_te...

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def generate_sha1(string, salt=None): """ Generates a sha1 hash for supplied string. Doesn't need to be very secure because it's not used for password checking. We got Django for that. :param string: The string that needs to be encrypted. :param salt: Optionally define your own sal...

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def to_dict_list_generic_type(df, int_col=None, binary_col=None): """Transform each row to dict, and put them into a list. And automatically convert ``np.int64`` to ``int``, ``pandas.tslib.Timestamp`` to ``datetime.datetime``, ``np.nan`` to ``None``. :param df: ``pandas.DataFrame`` instance. :para...

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def _on_login(self, user): """ Callback called whenever the login or sign up process completes. Returns the input user parameter. """ self._bot = bool(user.bot) self._self_input_peer = utils.get_input_peer(user, allow_self=False) self._authorized = True ...

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def convert_cifar100(directory, output_directory, output_filename='cifar100.hdf5'): """Converts the CIFAR-100 dataset to HDF5. Converts the CIFAR-100 dataset to an HDF5 dataset compatible with :class:`fuel.datasets.CIFAR100`. The converted dataset is saved as 'cifar100.hdf5'. ...

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def _place_ticks_horizontal(self): """Display the ticks for a horizontal scale.""" # first tick tick = self.ticks[0] label = self.ticklabels[0] x = self.convert_to_pixels(tick) half_width = label.winfo_reqwidth() / 2 if x - half_width < 0: x = half_wid...

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