kejian/codesearchnet-python-linelen40-full

text stringlengths 89 104k	code_tokens list	avg_line_len float64 7.91 980	score float64 0 630
def str_numerator(self): """Returns the numerator with formatting.""" unit_numerator, unit = UnitByte(self.numerator).auto_no_thousands if unit_numerator >= 10: formatter = '%d' else: formatter = '%0.1f' return '{0} {1}'.format(locale.format(formatter, uni...	[ "def", "str_numerator", "(", "self", ")", ":", "unit_numerator", ",", "unit", "=", "UnitByte", "(", "self", ".", "numerator", ")", ".", "auto_no_thousands", "if", "unit_numerator", ">=", "10", ":", "formatter", "=", "'%d'", "else", ":", "formatter", "=", "...	43.5	20
def as_string(self, forsigning=False): """ >>> len(OmapiMessage().as_string(True)) >= 24 True @type forsigning: bool @rtype: bytes @raises OmapiSizeLimitError: """ ret = OutBuffer() self.serialize(ret, forsigning) return ret.getvalue()	[ "def", "as_string", "(", "self", ",", "forsigning", "=", "False", ")", ":", "ret", "=", "OutBuffer", "(", ")", "self", ".", "serialize", "(", "ret", ",", "forsigning", ")", "return", "ret", ".", "getvalue", "(", ")" ]	20.416667	14.916667
def add_output_list_opt(self, opt, outputs): """ Add an option that determines a list of outputs """ self.add_opt(opt) for out in outputs: self.add_opt(out) self._add_output(out)	[ "def", "add_output_list_opt", "(", "self", ",", "opt", ",", "outputs", ")", ":", "self", ".", "add_opt", "(", "opt", ")", "for", "out", "in", "outputs", ":", "self", ".", "add_opt", "(", "out", ")", "self", ".", "_add_output", "(", "out", ")" ]	32.571429	7.142857
def servo_config(self, pin, min_pulse=544, max_pulse=2400): """ This method configures the Arduino for servo operation. :param pin: Servo control pin :param min_pulse: Minimum pulse width :param max_pulse: Maximum pulse width :returns: No return value """ ...	[ "def", "servo_config", "(", "self", ",", "pin", ",", "min_pulse", "=", "544", ",", "max_pulse", "=", "2400", ")", ":", "task", "=", "asyncio", ".", "ensure_future", "(", "self", ".", "core", ".", "servo_config", "(", "pin", ",", "min_pulse", ",", "max_...	32.8	19.333333
def post_process(self): """ Apply last 2D transforms""" self.image.putdata(self.pixels) self.image = self.image.transpose(Image.ROTATE_90)	[ "def", "post_process", "(", "self", ")", ":", "self", ".", "image", ".", "putdata", "(", "self", ".", "pixels", ")", "self", ".", "image", "=", "self", ".", "image", ".", "transpose", "(", "Image", ".", "ROTATE_90", ")" ]	39.75	9
def get_form(self, form_class=None): ''' Set form groups to the groups specified in the view if defined ''' formobj = super(GenModify, self).get_form(form_class) # Set requested group to this form selfgroups = getattr(self, "form_groups", None) if selfgroups: ...	[ "def", "get_form", "(", "self", ",", "form_class", "=", "None", ")", ":", "formobj", "=", "super", "(", "GenModify", ",", "self", ")", ".", "get_form", "(", "form_class", ")", "# Set requested group to this form", "selfgroups", "=", "getattr", "(", "self", "...	33.5	18
def node_labels(node_labels, node_indices): """Validate that there is a label for each node.""" if len(node_labels) != len(node_indices): raise ValueError("Labels {0} must label every node {1}.".format( node_labels, node_indices)) if len(node_labels) != len(set(node_labels)): ra...	[ "def", "node_labels", "(", "node_labels", ",", "node_indices", ")", ":", "if", "len", "(", "node_labels", ")", "!=", "len", "(", "node_indices", ")", ":", "raise", "ValueError", "(", "\"Labels {0} must label every node {1}.\"", ".", "format", "(", "node_labels", ...	47.125	15.5
def append_to_file(file_name, line_data): """append a line of text to a file""" with open(file_name, mode='a', encoding='utf-8') as f1: f1.write(line_data) f1.write("\n")	[ "def", "append_to_file", "(", "file_name", ",", "line_data", ")", ":", "with", "open", "(", "file_name", ",", "mode", "=", "'a'", ",", "encoding", "=", "'utf-8'", ")", "as", "f1", ":", "f1", ".", "write", "(", "line_data", ")", "f1", ".", "write", "(...	38	10.2
def getCanonicalRep(record_cluster): """ Given a list of records within a duplicate cluster, constructs a canonical representation of the cluster by finding canonical values for each field """ canonical_rep = {} keys = record_cluster[0].keys() for key in keys: key_values = [] ...	[ "def", "getCanonicalRep", "(", "record_cluster", ")", ":", "canonical_rep", "=", "{", "}", "keys", "=", "record_cluster", "[", "0", "]", ".", "keys", "(", ")", "for", "key", "in", "keys", ":", "key_values", "=", "[", "]", "for", "record", "in", "record...	28.375	18.375
def energy_at_conditions(self, pH, V): """ Get free energy for a given pH and V Args: pH (float): pH at which to evaluate free energy V (float): voltage at which to evaluate free energy Returns: free energy at conditions """ return se...	[ "def", "energy_at_conditions", "(", "self", ",", "pH", ",", "V", ")", ":", "return", "self", ".", "energy", "+", "self", ".", "npH", "", "PREFAC", "", "pH", "+", "self", ".", "nPhi", "*", "V" ]	29.916667	17.416667
def on_connection_unblocked(self, method_frame): """When RabbitMQ indicates the connection is unblocked, set the state appropriately. :param pika.amqp_object.Method method_frame: Unblocked method frame """ LOGGER.debug('Connection unblocked: %r', method_frame) self.stat...	[ "def", "on_connection_unblocked", "(", "self", ",", "method_frame", ")", ":", "LOGGER", ".", "debug", "(", "'Connection unblocked: %r'", ",", "method_frame", ")", "self", ".", "state", "=", "self", ".", "STATE_READY", "if", "self", ".", "on_ready", ":", "self"...	35.272727	17.272727
def read_var_uint32(self): """Reads a varint from the stream, interprets this varint as an unsigned, 32-bit integer, and returns the integer. """ i = self.read_var_uint64() if i > wire_format.UINT32_MAX: raise errors.DecodeError('Value out of range for uint32: %d' % i...	[ "def", "read_var_uint32", "(", "self", ")", ":", "i", "=", "self", ".", "read_var_uint64", "(", ")", "if", "i", ">", "wire_format", ".", "UINT32_MAX", ":", "raise", "errors", ".", "DecodeError", "(", "'Value out of range for uint32: %d'", "%", "i", ")", "ret...	41.375	13.375
def _reaction_to_dicts(reaction): """Convert a reaction to reduced left, right dictionaries. Returns a pair of (left, right) dictionaries mapping compounds to normalized integer stoichiometric values. If a compound occurs multiple times on one side, the occurences are combined into a single entry in th...	[ "def", "_reaction_to_dicts", "(", "reaction", ")", ":", "def", "dict_from_iter_sum", "(", "it", ",", "div", ")", ":", "d", "=", "{", "}", "for", "k", ",", "v", "in", "it", ":", "if", "k", "not", "in", "d", ":", "d", "[", "k", "]", "=", "0", "...	31.416667	20.458333
def _import_ucsmsdk(self): """Imports the Ucsm SDK module. This module is not installed as part of the normal Neutron distributions. It is imported dynamically in this module so that the import can be mocked, allowing unit testing without requiring the installation of UcsSdk. ...	[ "def", "_import_ucsmsdk", "(", "self", ")", ":", "# Check if SSL certificate checking has been disabled.", "# If so, warn the user before proceeding.", "if", "not", "CONF", ".", "ml2_cisco_ucsm", ".", "ucsm_https_verify", ":", "LOG", ".", "warning", "(", "const", ".", "SS...	39.954545	19.681818
def read_seg(self, parc_type='aparc'): """Read the MRI segmentation. Parameters ---------- parc_type : str 'aparc' or 'aparc.a2009s' Returns ------- numpy.ndarray 3d matrix with values numpy.ndarray 4x4 affine matrix ...	[ "def", "read_seg", "(", "self", ",", "parc_type", "=", "'aparc'", ")", ":", "seg_file", "=", "self", ".", "dir", "/", "'mri'", "/", "(", "parc_type", "+", "'+aseg.mgz'", ")", "seg_mri", "=", "load", "(", "seg_file", ")", "seg_aff", "=", "seg_mri", ".",...	25.5	15.2
def _wrapped(self): """ Wrap this udf with a function and attach docstring from func """ # It is possible for a callable instance without __name__ attribute or/and # __module__ attribute to be wrapped here. For example, functools.partial. In this case, # we should avoid ...	[ "def", "_wrapped", "(", "self", ")", ":", "# It is possible for a callable instance without __name__ attribute or/and", "# __module__ attribute to be wrapped here. For example, functools.partial. In this case,", "# we should avoid wrapping the attributes from the wrapped function to the wrapper", ...	45.357143	24.928571
def lock(): ''' Attempts an exclusive lock on the candidate configuration. This is a non-blocking call. .. note:: When locking, it is important to remember to call :py:func:`junos.unlock <salt.modules.junos.unlock>` once finished. If locking during orchestration, remember to inc...	[ "def", "lock", "(", ")", ":", "conn", "=", "__proxy__", "[", "'junos.conn'", "]", "(", ")", "ret", "=", "{", "}", "ret", "[", "'out'", "]", "=", "True", "try", ":", "conn", ".", "cu", ".", "lock", "(", ")", "ret", "[", "'message'", "]", "=", ...	28.142857	25.5
def get_probability_masks(self, non_valid_value=0): """ Get probability maps of areas for each available date. The pixels without valid data are assigned non_valid_value. :param non_valid_value: Value to be assigned to non valid data pixels :type non_valid_value: float :...	[ "def", "get_probability_masks", "(", "self", ",", "non_valid_value", "=", "0", ")", ":", "if", "self", ".", "probability_masks", "is", "None", ":", "self", ".", "get_data", "(", ")", "self", ".", "probability_masks", "=", "self", ".", "cloud_detector", ".", ...	43.9375	23.4375
def from_list(lst): """Parses list :param lst: list of elements :return: LinkedList: Nodes from list """ if not lst: return None head = Node(lst[0], None) if len(lst) == 1: return head head.next_node = LinkedList.from_list(lst[1...	[ "def", "from_list", "(", "lst", ")", ":", "if", "not", "lst", ":", "return", "None", "head", "=", "Node", "(", "lst", "[", "0", "]", ",", "None", ")", "if", "len", "(", "lst", ")", "==", "1", ":", "return", "head", "head", ".", "next_node", "="...	20.5	18.8125
def removeComponent(self, component): """ Remove ``component`` from the glyph. >>> glyph.removeComponent(component) ``component`` may be a :ref:`BaseComponent` or an :ref:`type-int` representing a component index. """ if isinstance(component, int): ...	[ "def", "removeComponent", "(", "self", ",", "component", ")", ":", "if", "isinstance", "(", "component", ",", "int", ")", ":", "index", "=", "component", "else", ":", "index", "=", "self", ".", "_getComponentIndex", "(", "component", ")", "index", "=", "...	35.235294	13.588235
def add_for_targets(self, targets, products): """Updates the products for the given targets, adding to existing entries. :API: public """ # TODO: This is a temporary helper for use until the classpath has been split. for target in targets: self.add_for_target(target, products)	[ "def", "add_for_targets", "(", "self", ",", "targets", ",", "products", ")", ":", "# TODO: This is a temporary helper for use until the classpath has been split.", "for", "target", "in", "targets", ":", "self", ".", "add_for_target", "(", "target", ",", "products", ")" ...	37.125	16
def export(self, output, tight=False, concat=True, close_pdf=None, use_time=False, **kwargs): """Exports the figures of the project to one or more image files Parameters ---------- output: str, iterable or matplotlib.backends.backend_pdf.PdfPages if string or ...	[ "def", "export", "(", "self", ",", "output", ",", "tight", "=", "False", ",", "concat", "=", "True", ",", "close_pdf", "=", "None", ",", "use_time", "=", "False", ",", "", "", "kwargs", ")", ":", "from", "matplotlib", ".", "backends", ".", "backend...	38.331081	21.054054
def _remove_api_url_from_link(link): '''Remove the API URL from the link if it is there''' if link.startswith(_api_url()): link = link[len(_api_url()):] if link.startswith(_api_url(mirror=True)): link = link[len(_api_url(mirror=True)):] return link	[ "def", "_remove_api_url_from_link", "(", "link", ")", ":", "if", "link", ".", "startswith", "(", "_api_url", "(", ")", ")", ":", "link", "=", "link", "[", "len", "(", "_api_url", "(", ")", ")", ":", "]", "if", "link", ".", "startswith", "(", "_api_ur...	39.142857	9.714286
def iter_variants_by_names(self, names): """Iterates over the genotypes for variants using a list of names. Args: names (list): The list of names for variant extraction. """ for name in names: for result in self.get_variant_by_name(name): yield r...	[ "def", "iter_variants_by_names", "(", "self", ",", "names", ")", ":", "for", "name", "in", "names", ":", "for", "result", "in", "self", ".", "get_variant_by_name", "(", "name", ")", ":", "yield", "result" ]	31.6	17.7
def encode_json_body(data): """ Return prettified JSON `data`, set ``response.content_type`` to ``application/json; charset=utf-8``. Args: data (any): Any basic python data structure. Returns: str: Data converted to prettified JSON. """ # support for StringIO / file - like ...	[ "def", "encode_json_body", "(", "data", ")", ":", "# support for StringIO / file - like objects", "if", "hasattr", "(", "data", ",", "\"read\"", ")", ":", "return", "data", "response", ".", "content_type", "=", "\"application/json; charset=utf-8\"", "return", "json", ...	23.272727	20.545455
def get_channels(self, condensed=False): '''Grabs all channels in the slack team Args: condensed (bool): if true triggers list condensing functionality Returns: dic: Dict of channels in Slack team. See also: https://api.slack.com/methods/channels.list ...	[ "def", "get_channels", "(", "self", ",", "condensed", "=", "False", ")", ":", "channel_list", "=", "self", ".", "slack_client", ".", "api_call", "(", "'channels.list'", ")", "if", "not", "channel_list", ".", "get", "(", "'ok'", ")", ":", "return", "None", ...	32.190476	23.333333
def to_str(self, s): ''' In py2 converts a unicode to str (bytes) using utf-8. -- in py3 raises an error if it's not str already. ''' if s.__class__ != str: if not IS_PY3K: s = s.encode('utf-8') else: raise AssertionError('E...	[ "def", "to_str", "(", "self", ",", "s", ")", ":", "if", "s", ".", "__class__", "!=", "str", ":", "if", "not", "IS_PY3K", ":", "s", "=", "s", ".", "encode", "(", "'utf-8'", ")", "else", ":", "raise", "AssertionError", "(", "'Expected to have str on Pyth...	35.909091	23.363636
def get_referenced_object(referring_object, fieldname): """ Get an object referred to by a field in another object. For example an object of type Construction has fields for each layer, each of which refers to a Material. This functions allows the object representing a Material to be fetched using ...	[ "def", "get_referenced_object", "(", "referring_object", ",", "fieldname", ")", ":", "idf", "=", "referring_object", ".", "theidf", "object_list", "=", "referring_object", ".", "getfieldidd_item", "(", "fieldname", ",", "u'object-list'", ")", "for", "obj_type", "in"...	36.69697	23.545455
def draw(self, img, pixmapper, bounds): '''draw a polygon on the image''' if self.hidden: return (x,y,w,h) = bounds spacing = 1000 while True: start = mp_util.latlon_round((x,y), spacing) dist = mp_util.gps_distance(x,y,x+w,y+h) cou...	[ "def", "draw", "(", "self", ",", "img", ",", "pixmapper", ",", "bounds", ")", ":", "if", "self", ".", "hidden", ":", "return", "(", "x", ",", "y", ",", "w", ",", "h", ")", "=", "bounds", "spacing", "=", "1000", "while", "True", ":", "start", "=...	39.12	20.8
def complete(self): """ Returns whether or not this manager has reached a "completed" state. """ if not self._techniques: return False if not any(tech._is_overriden('complete') for tech in self._techniques): return False return self.completion_mode...	[ "def", "complete", "(", "self", ")", ":", "if", "not", "self", ".", "_techniques", ":", "return", "False", "if", "not", "any", "(", "tech", ".", "_is_overriden", "(", "'complete'", ")", "for", "tech", "in", "self", ".", "_techniques", ")", ":", "return...	44	24
def _ScopesFromMetadataServer(self, scopes): """Returns instance scopes based on GCE metadata server.""" if not util.DetectGce(): raise exceptions.ResourceUnavailableError( 'GCE credentials requested outside a GCE instance') if not self.GetServiceAccount(self.__servic...	[ "def", "_ScopesFromMetadataServer", "(", "self", ",", "scopes", ")", ":", "if", "not", "util", ".", "DetectGce", "(", ")", ":", "raise", "exceptions", ".", "ResourceUnavailableError", "(", "'GCE credentials requested outside a GCE instance'", ")", "if", "not", "self...	49.684211	16.263158
def find_phase(self, obj): r""" Find the Phase associated with a given object. Parameters ---------- obj : OpenPNM Object Can either be a Physics or Algorithm object Returns ------- An OpenPNM Phase object. Raises ------ ...	[ "def", "find_phase", "(", "self", ",", "obj", ")", ":", "# If received phase, just return self", "if", "obj", ".", "_isa", "(", "'phase'", ")", ":", "return", "obj", "# If phase happens to be in settings (i.e. algorithm), look it up", "if", "'phase'", "in", "obj", "."...	33.9	19.6
def write_sub_file(self): """ Write a submit file for this Condor job. """ if not self.__log_file: raise CondorSubmitError, "Log file not specified." if not self.__err_file: raise CondorSubmitError, "Error file not specified." if not self.__out_file: raise CondorSubmitError, "O...	[ "def", "write_sub_file", "(", "self", ")", ":", "if", "not", "self", ".", "__log_file", ":", "raise", "CondorSubmitError", ",", "\"Log file not specified.\"", "if", "not", "self", ".", "__err_file", ":", "raise", "CondorSubmitError", ",", "\"Error file not specified...	38.584416	18.142857
def list_of_matching(self, tup_tree, matched): """ Parse only the children of particular types defined in the list/tuple matched under tup_tree. Other children are ignored rather than giving an error. """ result = [] for child in kids(tup_tree): if ...	[ "def", "list_of_matching", "(", "self", ",", "tup_tree", ",", "matched", ")", ":", "result", "=", "[", "]", "for", "child", "in", "kids", "(", "tup_tree", ")", ":", "if", "name", "(", "child", ")", "not", "in", "matched", ":", "continue", "result", "...	26.8125	19.0625
def write(cls, filename, samples, write_params=None, static_args=None, **metadata): """Writes the injection samples to the given hdf file. Parameters ---------- filename : str The name of the file to write to. samples : io.FieldArray FieldAr...	[ "def", "write", "(", "cls", ",", "filename", ",", "samples", ",", "write_params", "=", "None", ",", "static_args", "=", "None", ",", "", "", "metadata", ")", ":", "with", "h5py", ".", "File", "(", "filename", ",", "'w'", ")", "as", "fp", ":", "# ...	40.757576	12.969697
def load_xml_attrs(self): """ Load XML attributes as object attributes. :returns: List of parsed attributes. :rtype: list """ attrs_list = list() if hasattr(self, 'xml_element'): xml_attrs = self.xml_element.attrib for variable, value i...	[ "def", "load_xml_attrs", "(", "self", ")", ":", "attrs_list", "=", "list", "(", ")", "if", "hasattr", "(", "self", ",", "'xml_element'", ")", ":", "xml_attrs", "=", "self", ".", "xml_element", ".", "attrib", "for", "variable", ",", "value", "in", "iter",...	26.409091	17.227273
def init_app(self, app, router=None, realm=None, in_twisted=None): """Configure and call the :meth:`AutobahnSync.start` method :param app: Flask app to configure :param router: WAMP router to connect to :param realm: WAMP realm to connect to :param in_twisted: Is the code is goi...	[ "def", "init_app", "(", "self", ",", "app", ",", "router", "=", "None", ",", "realm", "=", "None", ",", "in_twisted", "=", "None", ")", ":", "router", "=", "router", "or", "app", ".", "config", ".", "get", "(", "'AUTHOBAHN_ROUTER'", ")", "realm", "="...	46.047619	22.333333
def _set_child_joined_alias_using_join_map(child, join_map, alias_map): """ Set the joined alias on the child, for Django <= 1.7.x. :param child: :param join_map: :param alias_map: """ for lhs, table, join_cols in join_map: if lhs is None: ...	[ "def", "_set_child_joined_alias_using_join_map", "(", "child", ",", "join_map", ",", "alias_map", ")", ":", "for", "lhs", ",", "table", ",", "join_cols", "in", "join_map", ":", "if", "lhs", "is", "None", ":", "continue", "if", "lhs", "==", "child", ".", "a...	33.416667	15.75
def _FormatSocketUnixToken(self, token_data): """Formats an Unix socket token as a dictionary of values. Args: token_data (bsm_token_data_sockunix): AUT_SOCKUNIX token data. Returns: dict[str, str]: token values. """ protocol = bsmtoken.BSM_PROTOCOLS.get(token_data.socket_family, 'UNKN...	[ "def", "_FormatSocketUnixToken", "(", "self", ",", "token_data", ")", ":", "protocol", "=", "bsmtoken", ".", "BSM_PROTOCOLS", ".", "get", "(", "token_data", ".", "socket_family", ",", "'UNKNOWN'", ")", "return", "{", "'protocols'", ":", "protocol", ",", "'fami...	31.428571	18.357143
def get_conversations(self): """ Returns list of Conversation objects """ cs = self.data["data"] res = [] for c in cs: res.append(Conversation(c)) return res	[ "def", "get_conversations", "(", "self", ")", ":", "cs", "=", "self", ".", "data", "[", "\"data\"", "]", "res", "=", "[", "]", "for", "c", "in", "cs", ":", "res", ".", "append", "(", "Conversation", "(", "c", ")", ")", "return", "res" ]	24.222222	10.444444
def is_extension_supported(request, extension_alias): """Check if a specified extension is supported. :param request: django request object :param extension_alias: neutron extension alias """ extensions = list_extensions(request) for extension in extensions: if extension['alias'] == ext...	[ "def", "is_extension_supported", "(", "request", ",", "extension_alias", ")", ":", "extensions", "=", "list_extensions", "(", "request", ")", "for", "extension", "in", "extensions", ":", "if", "extension", "[", "'alias'", "]", "==", "extension_alias", ":", "retu...	31.416667	12.583333
def generate(ast_tree: ast.Tree, model_name: str): """ :param ast_tree: AST to generate from :param model_name: class to generate :return: sympy source code for model """ component_ref = ast.ComponentRef.from_string(model_name) ast_tree_new = copy.deepcopy(ast_tree) ast_walker = TreeWalk...	[ "def", "generate", "(", "ast_tree", ":", "ast", ".", "Tree", ",", "model_name", ":", "str", ")", ":", "component_ref", "=", "ast", ".", "ComponentRef", ".", "from_string", "(", "model_name", ")", "ast_tree_new", "=", "copy", ".", "deepcopy", "(", "ast_tree...	39	9
def set_dataset_date(self, dataset_date, dataset_end_date=None, date_format=None): # type: (str, Optional[str], Optional[str]) -> None """Set dataset date from string using specified format. If no format is supplied, the function will guess. For unambiguous formats, this should be fine. ...	[ "def", "set_dataset_date", "(", "self", ",", "dataset_date", ",", "dataset_end_date", "=", "None", ",", "date_format", "=", "None", ")", ":", "# type: (str, Optional[str], Optional[str]) -> None", "parsed_date", "=", "self", ".", "_parse_date", "(", "dataset_date", ",...	48.631579	25.842105
def cmdline_params(self, distance_matrix_file_name='distance.matrix', remote_folder_path=None): """Synthesize command line parameters e.g. [ ['--output-file', 'out.barcode'], ['distance_matrix.file']] :param distance_matrix_file_name: Name of dista...	[ "def", "cmdline_params", "(", "self", ",", "distance_matrix_file_name", "=", "'distance.matrix'", ",", "remote_folder_path", "=", "None", ")", ":", "parameters", "=", "[", "]", "pm_dict", "=", "self", ".", "get_dict", "(", ")", "for", "k", ",", "v", "in", ...	34.75	22
def is_editable(self, request): """ Restrict in-line editing to the objects's owner and superusers. """ return request.user.is_superuser or request.user.id == self.user_id	[ "def", "is_editable", "(", "self", ",", "request", ")", ":", "return", "request", ".", "user", ".", "is_superuser", "or", "request", ".", "user", ".", "id", "==", "self", ".", "user_id" ]	39.8	15
def setlist(self, key, new_list): # type: (Hashable, List[Any]) -> None """ Remove the old values for a key and add new ones. Note that the list you pass the values in will be shallow-copied before it is inserted in the dictionary. >>> d = MultiValueDict() >>> d....	[ "def", "setlist", "(", "self", ",", "key", ",", "new_list", ")", ":", "# type: (Hashable, List[Any]) -> None", "dict", ".", "__setitem__", "(", "self", ",", "key", ",", "list", "(", "new_list", ")", ")" ]	38.764706	15.705882
def list(self, **kwargs): """Retrieve a list of objects. Args: all (bool): If True, return all the items, without pagination per_page (int): Number of items to retrieve per request page (int): ID of the page to return (starts with page 1) as_list (bool): ...	[ "def", "list", "(", "self", ",", "", "", "kwargs", ")", ":", "path", "=", "self", ".", "_compute_path", "(", "'/projects/%(project_id)s/forks'", ")", "return", "ListMixin", ".", "list", "(", "self", ",", "path", "=", "path", ",", "", "", "kwargs", ...	41.238095	26.619048
def _apply_policy_config(policy_spec, policy_dict): '''Applies a policy dictionary to a policy spec''' log.trace('policy_dict = %s', policy_dict) if policy_dict.get('name'): policy_spec.name = policy_dict['name'] if policy_dict.get('description'): policy_spec.description = policy_dict['d...	[ "def", "_apply_policy_config", "(", "policy_spec", ",", "policy_dict", ")", ":", "log", ".", "trace", "(", "'policy_dict = %s'", ",", "policy_dict", ")", "if", "policy_dict", ".", "get", "(", "'name'", ")", ":", "policy_spec", ".", "name", "=", "policy_dict", ...	53.638298	17.723404
def query_topology_db(self, dict_convert=False, req): """Query an entry to the topology DB. """ session = db.get_session() with session.begin(subtransactions=True): try: # Check if entry exists. topo_disc = session.query(DfaTopologyDb).filter_by(re...	[ "def", "query_topology_db", "(", "self", ",", "dict_convert", "=", "False", ",", "", "", "req", ")", ":", "session", "=", "db", ".", "get_session", "(", ")", "with", "session", ".", "begin", "(", "subtransactions", "=", "True", ")", ":", "try", ":", ...	43.076923	13.923077
def _submitQuery(self, gitquery, gitvars={}, verbose=False, rest=False): """Send a curl request to GitHub. Args: gitquery (str): The query or endpoint itself. Examples: query: 'query { viewer { login } }' endpoint: '/user' ...	[ "def", "_submitQuery", "(", "self", ",", "gitquery", ",", "gitvars", "=", "{", "}", ",", "verbose", "=", "False", ",", "rest", "=", "False", ")", ":", "errOut", "=", "DEVNULL", "if", "not", "verbose", "else", "None", "authhead", "=", "'Authorization: bea...	39.28125	19.8125
def parse_raw_token(self, raw_token): "Parse token and secret from raw token response." if raw_token is None: return (None, None) # Load as json first then parse as query string try: token_data = json.loads(raw_token) except ValueError: qs = pa...	[ "def", "parse_raw_token", "(", "self", ",", "raw_token", ")", ":", "if", "raw_token", "is", "None", ":", "return", "(", "None", ",", "None", ")", "# Load as json first then parse as query string", "try", ":", "token_data", "=", "json", ".", "loads", "(", "raw_...	36.846154	13.461538
def simplified_edges(self): """ A generator for getting all of the edges without consuming extra memory. """ for group, edgelist in self.edges.items(): for u, v, d in edgelist: yield (u, v)	[ "def", "simplified_edges", "(", "self", ")", ":", "for", "group", ",", "edgelist", "in", "self", ".", "edges", ".", "items", "(", ")", ":", "for", "u", ",", "v", ",", "d", "in", "edgelist", ":", "yield", "(", "u", ",", "v", ")" ]	31.25	12
def fromapi(_class, apiresponse): """Create a bulletin object from an API response (dict), containing `sbj`, etc.""" for resp in apiresponse['sb']: # Extract details from dict _id = "n/a" or resp.get("nm") subject = resp.get("sbj") text = resp.get('dtl') +...	[ "def", "fromapi", "(", "_class", ",", "apiresponse", ")", ":", "for", "resp", "in", "apiresponse", "[", "'sb'", "]", ":", "# Extract details from dict", "_id", "=", "\"n/a\"", "or", "resp", ".", "get", "(", "\"nm\"", ")", "subject", "=", "resp", ".", "ge...	45	16.666667
def _insert_layer_between(self, src, snk, new_layer, new_keras_layer): """ Insert the new_layer before layer, whose position is layer_idx. The new layer's parameter is stored in a Keras layer called new_keras_layer """ if snk is None: insert_pos = self.layer_list.inde...	[ "def", "_insert_layer_between", "(", "self", ",", "src", ",", "snk", ",", "new_layer", ",", "new_keras_layer", ")", ":", "if", "snk", "is", "None", ":", "insert_pos", "=", "self", ".", "layer_list", ".", "index", "(", "src", ")", "+", "1", "else", ":",...	43.894737	14.526316
def verify(self, obj): """Verify that the object conforms to this verifier's schema Args: obj (object): A python object to verify Raises: ValidationError: If there is a problem verifying the dictionary, a ValidationError is thrown with at least the reaso...	[ "def", "verify", "(", "self", ",", "obj", ")", ":", "if", "obj", "!=", "self", ".", "_literal", ":", "raise", "ValidationError", "(", "\"Object is not equal to literal\"", ",", "reason", "=", "'%s is not equal to %s'", "%", "(", "str", "(", "obj", ")", ",", ...	36.705882	27.352941
def init_registry(mongo, model_defs, clear_collection=False): """Initialize a model registry with a list of model definitions in Json format. Parameters ---------- mongo : scodata.MongoDBFactory Connector for MongoDB model_defs : list() List of model definitions in Json-like for...	[ "def", "init_registry", "(", "mongo", ",", "model_defs", ",", "clear_collection", "=", "False", ")", ":", "# Create model registry", "registry", "=", "DefaultModelRegistry", "(", "mongo", ")", "# Drop collection if clear flag is set to True", "if", "clear_collection", ":"...	31.730769	14.807692
def modify(self, params): """https://developers.coinbase.com/api#modify-an-account""" data = self.api_client.update_account(self.id, params) self.update(data) return data	[ "def", "modify", "(", "self", ",", "", "", "params", ")", ":", "data", "=", "self", ".", "api_client", ".", "update_account", "(", "self", ".", "id", ",", "", "", "params", ")", "self", ".", "update", "(", "data", ")", "return", "data" ]	40.4	14.6
def fishers_method(pvals): """Fisher's method for combining independent p-values.""" pvals = np.asarray(pvals) degrees_of_freedom = 2 * pvals.size chisq_stat = np.sum(-2*np.log(pvals)) fishers_pval = stats.chi2.sf(chisq_stat, degrees_of_freedom) return fishers_pval	[ "def", "fishers_method", "(", "pvals", ")", ":", "pvals", "=", "np", ".", "asarray", "(", "pvals", ")", "degrees_of_freedom", "=", "2", "", "pvals", ".", "size", "chisq_stat", "=", "np", ".", "sum", "(", "-", "2", "", "np", ".", "log", "(", "pval...	40.428571	9.714286
def splits(cls, fields, root=".data", train="train.txt", test="test.txt", validation_frac=0.1, **kwargs): """Downloads and loads the CoNLL 2000 Chunking dataset. NOTE: There is only a train and test dataset so we use 10% of the train set as validation """ tr...	[ "def", "splits", "(", "cls", ",", "fields", ",", "root", "=", "\".data\"", ",", "train", "=", "\"train.txt\"", ",", "test", "=", "\"test.txt\"", ",", "validation_frac", "=", "0.1", ",", "", "", "kwargs", ")", ":", "train", ",", "test", "=", "super", ...	36.153846	19.461538
def gated_linear_unit_layer(x, name=None): """Gated linear unit layer. Paper: Language Modeling with Gated Convolutional Networks. Link: https://arxiv.org/abs/1612.08083 x = Wx * sigmoid(W'x). Args: x: A tensor name: A string Returns: A tensor of the same shape as x. """ with tf.variable_...	[ "def", "gated_linear_unit_layer", "(", "x", ",", "name", "=", "None", ")", ":", "with", "tf", ".", "variable_scope", "(", "name", ",", "default_name", "=", "\"glu_layer\"", ",", "values", "=", "[", "x", "]", ")", ":", "depth", "=", "shape_list", "(", "...	27.210526	17.315789
def find_course_and_crosslistings(self, partial): """Returns the given course and all other courses it is crosslisted with. """ course = self.find_course(partial) crosslisted = self.crosslisted_with(course.crn) return (course,) + tuple(map(self.find_course_by_crn, crossli...	[ "def", "find_course_and_crosslistings", "(", "self", ",", "partial", ")", ":", "course", "=", "self", ".", "find_course", "(", "partial", ")", "crosslisted", "=", "self", ".", "crosslisted_with", "(", "course", ".", "crn", ")", "return", "(", "course", ",", ...	45.714286	10.857143
def redirect_to_url(req, url, redirection_type=None, norobot=False): """ Redirect current page to url. @param req: request as received from apache @param url: url to redirect to @param redirection_type: what kind of redirection is required: e.g.: apache.HTTP_MULTIPLE_CHOICES = 300 ...	[ "def", "redirect_to_url", "(", "req", ",", "url", ",", "redirection_type", "=", "None", ",", "norobot", "=", "False", ")", ":", "url", "=", "url", ".", "strip", "(", ")", "if", "redirection_type", "is", "None", ":", "redirection_type", "=", "apache", "."...	41.791667	21.555556
def _kl_laplace_laplace(a, b, name=None): """Calculate the batched KL divergence KL(a \|\| b) with a and b Laplace. Args: a: instance of a Laplace distribution object. b: instance of a Laplace distribution object. name: (optional) Name to use for created operations. default is "kl_laplace_laplace"....	[ "def", "_kl_laplace_laplace", "(", "a", ",", "b", ",", "name", "=", "None", ")", ":", "with", "tf", ".", "name_scope", "(", "name", "or", "\"kl_laplace_laplace\"", ")", ":", "# Consistent with", "# http://www.mast.queensu.ca/~communications/Papers/gil-msc11.pdf, page 38...	33.65	17.25
def build_or_install_bokehjs(): ''' Build a new BokehJS (and install it) or install a previously build BokehJS. If no options ``--build-js`` or ``--install-js`` are detected, the user is prompted for what to do. If ``--existing-js`` is detected, then this setup.py is being run from a packaged ...	[ "def", "build_or_install_bokehjs", "(", ")", ":", "# This happens when building from inside a published, pre-packaged sdist", "# The --existing-js option is not otherwise documented", "if", "'--existing-js'", "in", "sys", ".", "argv", ":", "sys", ".", "argv", ".", "remove", "("...	31.44898	25.244898
def _create_embedded_unclaimed_draft_with_template(self, test_mode=False, client_id=None, is_for_embedded_signing=False, template_id=None, template_ids=None, requester_email_address=None, title=None, subject=None, message=None, signers=None, ccs=None, signing_redirect_url=None, requesting_redirect_url=None, metadata=No...	[ "def", "_create_embedded_unclaimed_draft_with_template", "(", "self", ",", "test_mode", "=", "False", ",", "client_id", "=", "None", ",", "is_for_embedded_signing", "=", "False", ",", "template_id", "=", "None", ",", "template_ids", "=", "None", ",", "requester_emai...	46.302326	27.465116
def principal_curve(data, basis='pca', n_comps=4, clusters_list=None, copy=False): """Computes the principal curve Arguments --------- data: :class:`~anndata.AnnData` Annotated data matrix. basis: `str` (default: `'pca'`) Basis to use for computing the principal curve. n_com...	[ "def", "principal_curve", "(", "data", ",", "basis", "=", "'pca'", ",", "n_comps", "=", "4", ",", "clusters_list", "=", "None", ",", "copy", "=", "False", ")", ":", "adata", "=", "data", ".", "copy", "(", ")", "if", "copy", "else", "data", "import", ...	35.326087	20.108696
def serialize(obj, no_dump=False): """ Serialize an object. Returns a dict containing an `_error` property if a MemoryError happens during the object serialization. See #369. :param obj: the object to serialize :type obj: alignak.objects.item.Item \| dict \| list \| str :param no_dump: if Tru...	[ "def", "serialize", "(", "obj", ",", "no_dump", "=", "False", ")", ":", "# print(\"Serialize (%s): %s\" % (no_dump, obj))", "if", "hasattr", "(", "obj", ",", "\"serialize\"", ")", "and", "isinstance", "(", "obj", ".", "serialize", ",", "collections", ".", "Calla...	31.9375	24.354167
def _object_instance_content(obj): """ Returns consistant content for a action class or an instance thereof :Parameters: - `obj` Should be either and action class or an instance thereof :Returns: bytearray or bytes representing the obj suitable for generating a signature from. """ ...	[ "def", "_object_instance_content", "(", "obj", ")", ":", "retval", "=", "bytearray", "(", ")", "if", "obj", "is", "None", ":", "return", "b'N.'", "if", "isinstance", "(", "obj", ",", "SCons", ".", "Util", ".", "BaseStringTypes", ")", ":", "return", "SCon...	34.215686	23.078431
def lgammln(xx): """ Returns the gamma function of xx. Gamma(z) = Integral(0,infinity) of t^(z-1)exp(-t) dt. (Adapted from: Numerical Recipies in C.) Usage: lgammln(xx) """ coeff = [76.18009173, -86.50532033, 24.01409822, -1.231739516, 0.120858003e-2, -0.536382e-5] x = xx - 1.0 tmp ...	[ "def", "lgammln", "(", "xx", ")", ":", "coeff", "=", "[", "76.18009173", ",", "-", "86.50532033", ",", "24.01409822", ",", "-", "1.231739516", ",", "0.120858003e-2", ",", "-", "0.536382e-5", "]", "x", "=", "xx", "-", "1.0", "tmp", "=", "x", "+", "5.5...	25.789474	15.789474
def adapt(self, d, x): """ Adapt weights according one desired value and its input. Args: * `d` : desired value (float) * `x` : input array (1-dimensional array) """ y = np.dot(self.w, x) e = d - y nu = self.mu / (self.eps + np.dot(x, x)) ...	[ "def", "adapt", "(", "self", ",", "d", ",", "x", ")", ":", "y", "=", "np", ".", "dot", "(", "self", ".", "w", ",", "x", ")", "e", "=", "d", "-", "y", "nu", "=", "self", ".", "mu", "/", "(", "self", ".", "eps", "+", "np", ".", "dot", "...	24	17.714286
def stop(self): """Stop the progress bar.""" if self._progressing: self._progressing = False self._thread.join()	[ "def", "stop", "(", "self", ")", ":", "if", "self", ".", "_progressing", ":", "self", ".", "_progressing", "=", "False", "self", ".", "_thread", ".", "join", "(", ")" ]	29.6	9.6
def find(self, table_name, constraints=None, *, columns=None, order_by=None): """Returns the first record that matches the given criteria. :table_name: the name of the table to search on :constraints: is any construct that can be parsed by SqlWriter.parse_constraints. :columns: either a string or a lis...	[ "def", "find", "(", "self", ",", "table_name", ",", "constraints", "=", "None", ",", "*", ",", "columns", "=", "None", ",", "order_by", "=", "None", ")", ":", "query_string", ",", "params", "=", "self", ".", "sql_writer", ".", "get_find_all_query", "(", ...	49	18.916667
def set_process_type(self, value): """ Setter for 'process_type' field. :param value - a new value of 'process_type' field. """ if value is None or not isinstance(value, str): raise TypeError("ProcessType must be set to a String") elif value not in Process.__p...	[ "def", "set_process_type", "(", "self", ",", "value", ")", ":", "if", "value", "is", "None", "or", "not", "isinstance", "(", "value", ",", "str", ")", ":", "raise", "TypeError", "(", "\"ProcessType must be set to a String\"", ")", "elif", "value", "not", "in...	44.181818	15.636364
def args(self) -> str: """Provides arguments for the command.""" return '{}{}{}{}{}'.format( to_ascii_hex(self._index, 2), to_ascii_hex(self._group_number, 2), to_ascii_hex(self._unit_number, 2), to_ascii_hex(int(self._enable_status), 4), to_as...	[ "def", "args", "(", "self", ")", "->", "str", ":", "return", "'{}{}{}{}{}'", ".", "format", "(", "to_ascii_hex", "(", "self", ".", "_index", ",", "2", ")", ",", "to_ascii_hex", "(", "self", ".", "_group_number", ",", "2", ")", ",", "to_ascii_hex", "(",...	43.125	7.75
def _filter_validate(filepath, location, values, validate): """Generator for validate() results called against all given values. On errors, fields are warned about and ignored, unless strict mode is set in which case a compiler error is raised. """ for value in values: if not isinstance(valu...	[ "def", "_filter_validate", "(", "filepath", ",", "location", ",", "values", ",", "validate", ")", ":", "for", "value", "in", "values", ":", "if", "not", "isinstance", "(", "value", ",", "dict", ")", ":", "warn_invalid", "(", "filepath", ",", "location", ...	44.5625	16.8125
def max_repetition_level(self, path): """Get the max repetition level for the given schema path.""" max_level = 0 for part in path: element = self.schema_element(part) if element.repetition_type == parquet_thrift.FieldRepetitionType.REQUIRED: max_level += ...	[ "def", "max_repetition_level", "(", "self", ",", "path", ")", ":", "max_level", "=", "0", "for", "part", "in", "path", ":", "element", "=", "self", ".", "schema_element", "(", "part", ")", "if", "element", ".", "repetition_type", "==", "parquet_thrift", "....	42.375	14.5
def schema(self, shex: Optional[Union[str, ShExJ.Schema]]) -> None: """ Set the schema to be used. Schema can either be a ShExC or ShExJ string or a pre-parsed schema. :param shex: Schema """ self.pfx = None if shex is not None: if isinstance(shex, ShExJ.Schema): ...	[ "def", "schema", "(", "self", ",", "shex", ":", "Optional", "[", "Union", "[", "str", ",", "ShExJ", ".", "Schema", "]", "]", ")", "->", "None", ":", "self", ".", "pfx", "=", "None", "if", "shex", "is", "not", "None", ":", "if", "isinstance", "(",...	44.052632	16
def tofile(self, f): """Serialize this ScalableBloomFilter into the file-object `f'.""" f.write(pack(self.FILE_FMT, self.scale, self.ratio, self.initial_capacity, self.error_rate)) # Write #-of-filters f.write(pack(b'<l', len(self.filters))) if len(...	[ "def", "tofile", "(", "self", ",", "f", ")", ":", "f", ".", "write", "(", "pack", "(", "self", ".", "FILE_FMT", ",", "self", ".", "scale", ",", "self", ".", "ratio", ",", "self", ".", "initial_capacity", ",", "self", ".", "error_rate", ")", ")", ...	35.695652	14.608696
def pop(self, key, args, *kwargs): """Remove and return the value associated with case-insensitive ``key``.""" return super(CaseInsensitiveDict, self).pop(CaseInsensitiveStr(key))	[ "def", "pop", "(", "self", ",", "key", ",", "", "args", ",", "", "*", "kwargs", ")", ":", "return", "super", "(", "CaseInsensitiveDict", ",", "self", ")", ".", "pop", "(", "CaseInsensitiveStr", "(", "key", ")", ")" ]	65	13.333333
def scatter_plot(data, index_x, index_y, percent=100.0, seed=1, size=50, title=None, outfile=None, wait=True): """ Plots two attributes against each other. TODO: click events http://matplotlib.org/examples/event_handling/data_browser.html :param data: the dataset :type data: Instances :param i...	[ "def", "scatter_plot", "(", "data", ",", "index_x", ",", "index_y", ",", "percent", "=", "100.0", ",", "seed", "=", "1", ",", "size", "=", "50", ",", "title", "=", "None", ",", "outfile", "=", "None", ",", "wait", "=", "True", ")", ":", "if", "no...	32.537313	20.089552
def query_pager_by_slug(slug, current_page_num=1, tag='', order=False): ''' Query pager via category slug. ''' cat_rec = MCategory.get_by_slug(slug) if cat_rec: cat_id = cat_rec.uid else: return None # The flowing code is valid. if...	[ "def", "query_pager_by_slug", "(", "slug", ",", "current_page_num", "=", "1", ",", "tag", "=", "''", ",", "order", "=", "False", ")", ":", "cat_rec", "=", "MCategory", ".", "get_by_slug", "(", "slug", ")", "if", "cat_rec", ":", "cat_id", "=", "cat_rec", ...	32.326531	18.612245
def get_handlers(self, event: str) -> T.List[T.Callable]: """Returns a list of handlers registered for the given event.""" return list(self._events.get(event, []))	[ "def", "get_handlers", "(", "self", ",", "event", ":", "str", ")", "->", "T", ".", "List", "[", "T", ".", "Callable", "]", ":", "return", "list", "(", "self", ".", "_events", ".", "get", "(", "event", ",", "[", "]", ")", ")" ]	44.25	16.25
def grab_sub_repo(repositories, repos): """ Grab SUB_REPOSITORY """ for i, repo in enumerate(repositories): if repos in repo: sub = repositories[i].replace(repos, "") repositories[i] = repos return sub return ""	[ "def", "grab_sub_repo", "(", "repositories", ",", "repos", ")", ":", "for", "i", ",", "repo", "in", "enumerate", "(", "repositories", ")", ":", "if", "repos", "in", "repo", ":", "sub", "=", "repositories", "[", "i", "]", ".", "replace", "(", "repos", ...	26.6	9.8
def check_methods(self, resource): '''Iteratively check all methods (endpoints) in the Resource.''' checker = ResourceMethodChecker() errors = [] for callback in resource.callbacks: new_errors = checker(callback) if new_errors: errors.extend(new_er...	[ "def", "check_methods", "(", "self", ",", "resource", ")", ":", "checker", "=", "ResourceMethodChecker", "(", ")", "errors", "=", "[", "]", "for", "callback", "in", "resource", ".", "callbacks", ":", "new_errors", "=", "checker", "(", "callback", ")", "if"...	37.666667	11
def topic_present(name, subscriptions=None, attributes=None, region=None, key=None, keyid=None, profile=None): ''' Ensure the SNS topic exists. name Name of the SNS topic. subscriptions List of SNS subscriptions. Each subscription is a dictionary with a proto...	[ "def", "topic_present", "(", "name", ",", "subscriptions", "=", "None", ",", "attributes", "=", "None", ",", "region", "=", "None", ",", "key", "=", "None", ",", "keyid", "=", "None", ",", "profile", "=", "None", ")", ":", "ret", "=", "{", "'name'", ...	43.067485	25.840491
def get_filter_qobj(self, keys=None): """ Return a copy of this Query object with additional where clauses for the keys in the argument """ # only care about columns in aggregates right? cols = set() for agg in self.select.aggregates: cols.update(agg.cols) sels = [SelectExpr(col...	[ "def", "get_filter_qobj", "(", "self", ",", "keys", "=", "None", ")", ":", "# only care about columns in aggregates right?", "cols", "=", "set", "(", ")", "for", "agg", "in", "self", ".", "select", ".", "aggregates", ":", "cols", ".", "update", "(", "agg", ...	31.357143	14.571429
def _parse_docstring(docstring): """ Using the sphinx RSTParse to parse __doc__ for argparse `parameters`, `help`, and `description`. The first rst paragraph encountered it treated as the argparse help text. Any param fields are treated as argparse arguments. Any other text is combined and added to the ...	[ "def", "_parse_docstring", "(", "docstring", ")", ":", "settings", "=", "OptionParser", "(", "components", "=", "(", "RSTParser", ",", ")", ")", ".", "get_default_values", "(", ")", "rstparser", "=", "RSTParser", "(", ")", "document", "=", "utils", ".", "n...	34.979167	20.854167
def _convert_json(obj): ''' Converts from the JSON output provided by ovs-vsctl into a usable Python object tree. In particular, sets and maps are converted from lists to actual sets or maps. Args: obj: Object that shall be recursively converted. Returns: Converted version of o...	[ "def", "_convert_json", "(", "obj", ")", ":", "if", "isinstance", "(", "obj", ",", "dict", ")", ":", "return", "{", "_convert_json", "(", "key", ")", ":", "_convert_json", "(", "val", ")", "for", "(", "key", ",", "val", ")", "in", "six", ".", "iter...	34.354839	21.064516
def idle_task(self): '''called rapidly by mavproxy''' now = time.time() if now-self.last_bored > self.boredom_interval: self.last_bored = now message = self.boredom_message() self.say("%s: %s" % (self.name,message)) # See if whatever we're connecte...	[ "def", "idle_task", "(", "self", ")", ":", "now", "=", "time", ".", "time", "(", ")", "if", "now", "-", "self", ".", "last_bored", ">", "self", ".", "boredom_interval", ":", "self", ".", "last_bored", "=", "now", "message", "=", "self", ".", "boredom...	46.9	15.3
def app_template_global(self, name: Optional[str]=None) -> Callable: """Add an application wide template global. This is designed to be used as a decorator, and has the same arguments as :meth:`~quart.Quart.template_global`. An example usage, .. code-block:: python bluepri...	[ "def", "app_template_global", "(", "self", ",", "name", ":", "Optional", "[", "str", "]", "=", "None", ")", "->", "Callable", ":", "def", "decorator", "(", "func", ":", "Callable", ")", "->", "Callable", ":", "self", ".", "add_app_template_global", "(", ...	34.941176	18.823529
def _get_concatenation(extractors, text, *, ignore_whitespace=True): """Returns a concatenation ParseNode whose children are the nodes returned by each of the methods in the extractors enumerable. If ignore_whitespace is True, whitespace will be ignored and then attached to the child it preceeded. """ igno...	[ "def", "_get_concatenation", "(", "extractors", ",", "text", ",", "", ",", "ignore_whitespace", "=", "True", ")", ":", "ignored_ws", ",", "use_text", "=", "_split_ignored", "(", "text", ",", "ignore_whitespace", ")", "extractor", ",", "", "", "remaining", ...	44.678571	28.75
def render(self): '''Render a matplotlib figure from the analyzer result Return the figure, use fig.show() to display if neeeded ''' fig, ax = plt.subplots() self.data_object._render_plot(ax) return fig	[ "def", "render", "(", "self", ")", ":", "fig", ",", "ax", "=", "plt", ".", "subplots", "(", ")", "self", ".", "data_object", ".", "_render_plot", "(", "ax", ")", "return", "fig" ]	27.444444	23.444444
def list_current_orders(self, bet_ids=None, market_ids=None, order_projection=None, customer_order_refs=None, customer_strategy_refs=None, date_range=time_range(), order_by=None, sort_dir=None, from_record=None, record_count=None, session=None, lightweight=None): ...	[ "def", "list_current_orders", "(", "self", ",", "bet_ids", "=", "None", ",", "market_ids", "=", "None", ",", "order_projection", "=", "None", ",", "customer_order_refs", "=", "None", ",", "customer_strategy_refs", "=", "None", ",", "date_range", "=", "time_range...	72.107143	41.607143
def generate(self): """ Fetch all rows associated with this experiment. This will generate a huge .csv. """ exp_name = self.exp_name() fname = os.path.basename(self.out_path) fname = "{exp}_{prefix}_{name}{ending}".format( exp=exp_name, p...	[ "def", "generate", "(", "self", ")", ":", "exp_name", "=", "self", ".", "exp_name", "(", ")", "fname", "=", "os", ".", "path", ".", "basename", "(", "self", ".", "out_path", ")", "fname", "=", "\"{exp}_{prefix}_{name}{ending}\"", ".", "format", "(", "exp...	31.894737	13.789474
def write_config(path, config): """ Write the config with a little post-converting formatting. """ config_as_string = to_nice_yaml(config) config_as_string = "---\n" + config_as_string string_to_file(path, config_as_string)	[ "def", "write_config", "(", "path", ",", "config", ")", ":", "config_as_string", "=", "to_nice_yaml", "(", "config", ")", "config_as_string", "=", "\"---\\n\"", "+", "config_as_string", "string_to_file", "(", "path", ",", "config_as_string", ")" ]	26.777778	13.888889
def path_to_str(path): """ Convert pathlib.Path objects to str; return other objects as-is. """ try: from pathlib import Path as _Path except ImportError: # Python < 3.4 class _Path: pass if isinstance(path, _Path): return str(path) return path	[ "def", "path_to_str", "(", "path", ")", ":", "try", ":", "from", "pathlib", "import", "Path", "as", "_Path", "except", "ImportError", ":", "# Python < 3.4", "class", "_Path", ":", "pass", "if", "isinstance", "(", "path", ",", "_Path", ")", ":", "return", ...	29.2	14.6
def get_extract_method(path): """Returns `ExtractMethod` to use on resource at path. Cannot be None.""" info_path = _get_info_path(path) info = _read_info(info_path) fname = info.get('original_fname', path) if info else path return _guess_extract_method(fname)	[ "def", "get_extract_method", "(", "path", ")", ":", "info_path", "=", "_get_info_path", "(", "path", ")", "info", "=", "_read_info", "(", "info_path", ")", "fname", "=", "info", ".", "get", "(", "'original_fname'", ",", "path", ")", "if", "info", "else", ...	44.166667	8.333333
def fetch_task_to_run(self): """ Returns the first task that is ready to run or None if no task can be submitted at present" Raises: `StopIteration` if all tasks are done. """ # All the tasks are done so raise an exception # that will be handled by th...	[ "def", "fetch_task_to_run", "(", "self", ")", ":", "# All the tasks are done so raise an exception", "# that will be handled by the client code.", "if", "all", "(", "task", ".", "is_completed", "for", "task", "in", "self", ")", ":", "raise", "StopIteration", "(", "\"All...	33.857143	17.380952
def is_running(self) -> bool: """Return True if ffmpeg is running.""" if self._proc is None or self._proc.returncode is not None: return False return True	[ "def", "is_running", "(", "self", ")", "->", "bool", ":", "if", "self", ".", "_proc", "is", "None", "or", "self", ".", "_proc", ".", "returncode", "is", "not", "None", ":", "return", "False", "return", "True" ]	37.2	15
def same_page_choosen(form, field): """Check that we are not trying to assign list page itself as a child.""" if form._obj is not None: if field.data.id == form._obj.list_id: raise ValidationError( _('You cannot assign list page itself as a child.'))	[ "def", "same_page_choosen", "(", "form", ",", "field", ")", ":", "if", "form", ".", "_obj", "is", "not", "None", ":", "if", "field", ".", "data", ".", "id", "==", "form", ".", "_obj", ".", "list_id", ":", "raise", "ValidationError", "(", "_", "(", ...	48.166667	9.333333

def str_numerator(self): """Returns the numerator with formatting.""" unit_numerator, unit = UnitByte(self.numerator).auto_no_thousands if unit_numerator >= 10: formatter = '%d' else: formatter = '%0.1f' return '{0} {1}'.format(locale.format(formatter, uni...

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43.5

20

def as_string(self, forsigning=False): """ >>> len(OmapiMessage().as_string(True)) >= 24 True @type forsigning: bool @rtype: bytes @raises OmapiSizeLimitError: """ ret = OutBuffer() self.serialize(ret, forsigning) return ret.getvalue()

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20.416667

14.916667

def add_output_list_opt(self, opt, outputs): """ Add an option that determines a list of outputs """ self.add_opt(opt) for out in outputs: self.add_opt(out) self._add_output(out)

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32.571429

7.142857

def servo_config(self, pin, min_pulse=544, max_pulse=2400): """ This method configures the Arduino for servo operation. :param pin: Servo control pin :param min_pulse: Minimum pulse width :param max_pulse: Maximum pulse width :returns: No return value """ ...

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32.8

19.333333

def post_process(self): """ Apply last 2D transforms""" self.image.putdata(self.pixels) self.image = self.image.transpose(Image.ROTATE_90)

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39.75

9

def get_form(self, form_class=None): ''' Set form groups to the groups specified in the view if defined ''' formobj = super(GenModify, self).get_form(form_class) # Set requested group to this form selfgroups = getattr(self, "form_groups", None) if selfgroups: ...

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33.5

18

def node_labels(node_labels, node_indices): """Validate that there is a label for each node.""" if len(node_labels) != len(node_indices): raise ValueError("Labels {0} must label every node {1}.".format( node_labels, node_indices)) if len(node_labels) != len(set(node_labels)): ra...

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47.125

15.5

def append_to_file(file_name, line_data): """append a line of text to a file""" with open(file_name, mode='a', encoding='utf-8') as f1: f1.write(line_data) f1.write("\n")

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38

10.2

def getCanonicalRep(record_cluster): """ Given a list of records within a duplicate cluster, constructs a canonical representation of the cluster by finding canonical values for each field """ canonical_rep = {} keys = record_cluster[0].keys() for key in keys: key_values = [] ...

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28.375

18.375

def energy_at_conditions(self, pH, V): """ Get free energy for a given pH and V Args: pH (float): pH at which to evaluate free energy V (float): voltage at which to evaluate free energy Returns: free energy at conditions """ return se...

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29.916667

17.416667

def on_connection_unblocked(self, method_frame): """When RabbitMQ indicates the connection is unblocked, set the state appropriately. :param pika.amqp_object.Method method_frame: Unblocked method frame """ LOGGER.debug('Connection unblocked: %r', method_frame) self.stat...

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35.272727

17.272727

def read_var_uint32(self): """Reads a varint from the stream, interprets this varint as an unsigned, 32-bit integer, and returns the integer. """ i = self.read_var_uint64() if i > wire_format.UINT32_MAX: raise errors.DecodeError('Value out of range for uint32: %d' % i...

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41.375

13.375

def _reaction_to_dicts(reaction): """Convert a reaction to reduced left, right dictionaries. Returns a pair of (left, right) dictionaries mapping compounds to normalized integer stoichiometric values. If a compound occurs multiple times on one side, the occurences are combined into a single entry in th...

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31.416667

20.458333

def _import_ucsmsdk(self): """Imports the Ucsm SDK module. This module is not installed as part of the normal Neutron distributions. It is imported dynamically in this module so that the import can be mocked, allowing unit testing without requiring the installation of UcsSdk. ...

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39.954545

19.681818

def read_seg(self, parc_type='aparc'): """Read the MRI segmentation. Parameters ---------- parc_type : str 'aparc' or 'aparc.a2009s' Returns ------- numpy.ndarray 3d matrix with values numpy.ndarray 4x4 affine matrix ...

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25.5

15.2

def _wrapped(self): """ Wrap this udf with a function and attach docstring from func """ # It is possible for a callable instance without __name__ attribute or/and # __module__ attribute to be wrapped here. For example, functools.partial. In this case, # we should avoid ...

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45.357143

24.928571

def lock(): ''' Attempts an exclusive lock on the candidate configuration. This is a non-blocking call. .. note:: When locking, it is important to remember to call :py:func:`junos.unlock <salt.modules.junos.unlock>` once finished. If locking during orchestration, remember to inc...

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28.142857

25.5

def get_probability_masks(self, non_valid_value=0): """ Get probability maps of areas for each available date. The pixels without valid data are assigned non_valid_value. :param non_valid_value: Value to be assigned to non valid data pixels :type non_valid_value: float :...

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43.9375

23.4375

def from_list(lst): """Parses list :param lst: list of elements :return: LinkedList: Nodes from list """ if not lst: return None head = Node(lst[0], None) if len(lst) == 1: return head head.next_node = LinkedList.from_list(lst[1...

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20.5

18.8125

def removeComponent(self, component): """ Remove ``component`` from the glyph. >>> glyph.removeComponent(component) ``component`` may be a :ref:`BaseComponent` or an :ref:`type-int` representing a component index. """ if isinstance(component, int): ...

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35.235294

13.588235

def add_for_targets(self, targets, products): """Updates the products for the given targets, adding to existing entries. :API: public """ # TODO: This is a temporary helper for use until the classpath has been split. for target in targets: self.add_for_target(target, products)

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37.125

16

def export(self, output, tight=False, concat=True, close_pdf=None, use_time=False, **kwargs): """Exports the figures of the project to one or more image files Parameters ---------- output: str, iterable or matplotlib.backends.backend_pdf.PdfPages if string or ...

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38.331081

21.054054

def _remove_api_url_from_link(link): '''Remove the API URL from the link if it is there''' if link.startswith(_api_url()): link = link[len(_api_url()):] if link.startswith(_api_url(mirror=True)): link = link[len(_api_url(mirror=True)):] return link

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39.142857

9.714286

def iter_variants_by_names(self, names): """Iterates over the genotypes for variants using a list of names. Args: names (list): The list of names for variant extraction. """ for name in names: for result in self.get_variant_by_name(name): yield r...

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31.6

17.7

def encode_json_body(data): """ Return prettified JSON `data`, set ``response.content_type`` to ``application/json; charset=utf-8``. Args: data (any): Any basic python data structure. Returns: str: Data converted to prettified JSON. """ # support for StringIO / file - like ...

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23.272727

20.545455

def get_channels(self, condensed=False): '''Grabs all channels in the slack team Args: condensed (bool): if true triggers list condensing functionality Returns: dic: Dict of channels in Slack team. See also: https://api.slack.com/methods/channels.list ...

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32.190476

23.333333

def to_str(self, s): ''' In py2 converts a unicode to str (bytes) using utf-8. -- in py3 raises an error if it's not str already. ''' if s.__class__ != str: if not IS_PY3K: s = s.encode('utf-8') else: raise AssertionError('E...

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35.909091

23.363636

def get_referenced_object(referring_object, fieldname): """ Get an object referred to by a field in another object. For example an object of type Construction has fields for each layer, each of which refers to a Material. This functions allows the object representing a Material to be fetched using ...

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36.69697

23.545455

def draw(self, img, pixmapper, bounds): '''draw a polygon on the image''' if self.hidden: return (x,y,w,h) = bounds spacing = 1000 while True: start = mp_util.latlon_round((x,y), spacing) dist = mp_util.gps_distance(x,y,x+w,y+h) cou...

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39.12

20.8

def complete(self): """ Returns whether or not this manager has reached a "completed" state. """ if not self._techniques: return False if not any(tech._is_overriden('complete') for tech in self._techniques): return False return self.completion_mode...

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44

24

def _ScopesFromMetadataServer(self, scopes): """Returns instance scopes based on GCE metadata server.""" if not util.DetectGce(): raise exceptions.ResourceUnavailableError( 'GCE credentials requested outside a GCE instance') if not self.GetServiceAccount(self.__servic...

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def find_phase(self, obj): r""" Find the Phase associated with a given object. Parameters ---------- obj : OpenPNM Object Can either be a Physics or Algorithm object Returns ------- An OpenPNM Phase object. Raises ------ ...

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def write_sub_file(self): """ Write a submit file for this Condor job. """ if not self.__log_file: raise CondorSubmitError, "Log file not specified." if not self.__err_file: raise CondorSubmitError, "Error file not specified." if not self.__out_file: raise CondorSubmitError, "O...

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def list_of_matching(self, tup_tree, matched): """ Parse only the children of particular types defined in the list/tuple matched under tup_tree. Other children are ignored rather than giving an error. """ result = [] for child in kids(tup_tree): if ...

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def write(cls, filename, samples, write_params=None, static_args=None, **metadata): """Writes the injection samples to the given hdf file. Parameters ---------- filename : str The name of the file to write to. samples : io.FieldArray FieldAr...

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def load_xml_attrs(self): """ Load XML attributes as object attributes. :returns: List of parsed attributes. :rtype: list """ attrs_list = list() if hasattr(self, 'xml_element'): xml_attrs = self.xml_element.attrib for variable, value i...

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def init_app(self, app, router=None, realm=None, in_twisted=None): """Configure and call the :meth:`AutobahnSync.start` method :param app: Flask app to configure :param router: WAMP router to connect to :param realm: WAMP realm to connect to :param in_twisted: Is the code is goi...

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def _set_child_joined_alias_using_join_map(child, join_map, alias_map): """ Set the joined alias on the child, for Django <= 1.7.x. :param child: :param join_map: :param alias_map: """ for lhs, table, join_cols in join_map: if lhs is None: ...

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def _FormatSocketUnixToken(self, token_data): """Formats an Unix socket token as a dictionary of values. Args: token_data (bsm_token_data_sockunix): AUT_SOCKUNIX token data. Returns: dict[str, str]: token values. """ protocol = bsmtoken.BSM_PROTOCOLS.get(token_data.socket_family, 'UNKN...

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def get_conversations(self): """ Returns list of Conversation objects """ cs = self.data["data"] res = [] for c in cs: res.append(Conversation(c)) return res

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def is_extension_supported(request, extension_alias): """Check if a specified extension is supported. :param request: django request object :param extension_alias: neutron extension alias """ extensions = list_extensions(request) for extension in extensions: if extension['alias'] == ext...

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def generate(ast_tree: ast.Tree, model_name: str): """ :param ast_tree: AST to generate from :param model_name: class to generate :return: sympy source code for model """ component_ref = ast.ComponentRef.from_string(model_name) ast_tree_new = copy.deepcopy(ast_tree) ast_walker = TreeWalk...

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def set_dataset_date(self, dataset_date, dataset_end_date=None, date_format=None): # type: (str, Optional[str], Optional[str]) -> None """Set dataset date from string using specified format. If no format is supplied, the function will guess. For unambiguous formats, this should be fine. ...

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def cmdline_params(self, distance_matrix_file_name='distance.matrix', remote_folder_path=None): """Synthesize command line parameters e.g. [ ['--output-file', 'out.barcode'], ['distance_matrix.file']] :param distance_matrix_file_name: Name of dista...

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def is_editable(self, request): """ Restrict in-line editing to the objects's owner and superusers. """ return request.user.is_superuser or request.user.id == self.user_id

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39.8

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def setlist(self, key, new_list): # type: (Hashable, List[Any]) -> None """ Remove the old values for a key and add new ones. Note that the list you pass the values in will be shallow-copied before it is inserted in the dictionary. >>> d = MultiValueDict() >>> d....

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def list(self, **kwargs): """Retrieve a list of objects. Args: all (bool): If True, return all the items, without pagination per_page (int): Number of items to retrieve per request page (int): ID of the page to return (starts with page 1) as_list (bool): ...

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def _apply_policy_config(policy_spec, policy_dict): '''Applies a policy dictionary to a policy spec''' log.trace('policy_dict = %s', policy_dict) if policy_dict.get('name'): policy_spec.name = policy_dict['name'] if policy_dict.get('description'): policy_spec.description = policy_dict['d...

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def query_topology_db(self, dict_convert=False, **req): """Query an entry to the topology DB. """ session = db.get_session() with session.begin(subtransactions=True): try: # Check if entry exists. topo_disc = session.query(DfaTopologyDb).filter_by(**re...

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def _submitQuery(self, gitquery, gitvars={}, verbose=False, rest=False): """Send a curl request to GitHub. Args: gitquery (str): The query or endpoint itself. Examples: query: 'query { viewer { login } }' endpoint: '/user' ...

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39.28125

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def parse_raw_token(self, raw_token): "Parse token and secret from raw token response." if raw_token is None: return (None, None) # Load as json first then parse as query string try: token_data = json.loads(raw_token) except ValueError: qs = pa...

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def simplified_edges(self): """ A generator for getting all of the edges without consuming extra memory. """ for group, edgelist in self.edges.items(): for u, v, d in edgelist: yield (u, v)

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31.25

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def fromapi(_class, apiresponse): """Create a bulletin object from an API response (dict), containing `sbj`, etc.""" for resp in apiresponse['sb']: # Extract details from dict _id = "n/a" or resp.get("nm") subject = resp.get("sbj") text = resp.get('dtl') +...

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45

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def _insert_layer_between(self, src, snk, new_layer, new_keras_layer): """ Insert the new_layer before layer, whose position is layer_idx. The new layer's parameter is stored in a Keras layer called new_keras_layer """ if snk is None: insert_pos = self.layer_list.inde...

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def verify(self, obj): """Verify that the object conforms to this verifier's schema Args: obj (object): A python object to verify Raises: ValidationError: If there is a problem verifying the dictionary, a ValidationError is thrown with at least the reaso...

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def init_registry(mongo, model_defs, clear_collection=False): """Initialize a model registry with a list of model definitions in Json format. Parameters ---------- mongo : scodata.MongoDBFactory Connector for MongoDB model_defs : list() List of model definitions in Json-like for...

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31.730769

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def modify(self, **params): """https://developers.coinbase.com/api#modify-an-account""" data = self.api_client.update_account(self.id, **params) self.update(data) return data

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def fishers_method(pvals): """Fisher's method for combining independent p-values.""" pvals = np.asarray(pvals) degrees_of_freedom = 2 * pvals.size chisq_stat = np.sum(-2*np.log(pvals)) fishers_pval = stats.chi2.sf(chisq_stat, degrees_of_freedom) return fishers_pval

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def splits(cls, fields, root=".data", train="train.txt", test="test.txt", validation_frac=0.1, **kwargs): """Downloads and loads the CoNLL 2000 Chunking dataset. NOTE: There is only a train and test dataset so we use 10% of the train set as validation """ tr...

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def gated_linear_unit_layer(x, name=None): """Gated linear unit layer. Paper: Language Modeling with Gated Convolutional Networks. Link: https://arxiv.org/abs/1612.08083 x = Wx * sigmoid(W'x). Args: x: A tensor name: A string Returns: A tensor of the same shape as x. """ with tf.variable_...

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def find_course_and_crosslistings(self, partial): """Returns the given course and all other courses it is crosslisted with. """ course = self.find_course(partial) crosslisted = self.crosslisted_with(course.crn) return (course,) + tuple(map(self.find_course_by_crn, crossli...

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def redirect_to_url(req, url, redirection_type=None, norobot=False): """ Redirect current page to url. @param req: request as received from apache @param url: url to redirect to @param redirection_type: what kind of redirection is required: e.g.: apache.HTTP_MULTIPLE_CHOICES = 300 ...

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def _kl_laplace_laplace(a, b, name=None): """Calculate the batched KL divergence KL(a || b) with a and b Laplace. Args: a: instance of a Laplace distribution object. b: instance of a Laplace distribution object. name: (optional) Name to use for created operations. default is "kl_laplace_laplace"....

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33.65

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def build_or_install_bokehjs(): ''' Build a new BokehJS (and install it) or install a previously build BokehJS. If no options ``--build-js`` or ``--install-js`` are detected, the user is prompted for what to do. If ``--existing-js`` is detected, then this setup.py is being run from a packaged ...

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31.44898

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def _create_embedded_unclaimed_draft_with_template(self, test_mode=False, client_id=None, is_for_embedded_signing=False, template_id=None, template_ids=None, requester_email_address=None, title=None, subject=None, message=None, signers=None, ccs=None, signing_redirect_url=None, requesting_redirect_url=None, metadata=No...

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def principal_curve(data, basis='pca', n_comps=4, clusters_list=None, copy=False): """Computes the principal curve Arguments --------- data: :class:`~anndata.AnnData` Annotated data matrix. basis: `str` (default: `'pca'`) Basis to use for computing the principal curve. n_com...

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35.326087

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def serialize(obj, no_dump=False): """ Serialize an object. Returns a dict containing an `_error` property if a MemoryError happens during the object serialization. See #369. :param obj: the object to serialize :type obj: alignak.objects.item.Item | dict | list | str :param no_dump: if Tru...

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31.9375

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def _object_instance_content(obj): """ Returns consistant content for a action class or an instance thereof :Parameters: - `obj` Should be either and action class or an instance thereof :Returns: bytearray or bytes representing the obj suitable for generating a signature from. """ ...

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def lgammln(xx): """ Returns the gamma function of xx. Gamma(z) = Integral(0,infinity) of t^(z-1)exp(-t) dt. (Adapted from: Numerical Recipies in C.) Usage: lgammln(xx) """ coeff = [76.18009173, -86.50532033, 24.01409822, -1.231739516, 0.120858003e-2, -0.536382e-5] x = xx - 1.0 tmp ...

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25.789474

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def adapt(self, d, x): """ Adapt weights according one desired value and its input. **Args:** * `d` : desired value (float) * `x` : input array (1-dimensional array) """ y = np.dot(self.w, x) e = d - y nu = self.mu / (self.eps + np.dot(x, x)) ...

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def stop(self): """Stop the progress bar.""" if self._progressing: self._progressing = False self._thread.join()

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29.6

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def find(self, table_name, constraints=None, *, columns=None, order_by=None): """Returns the first record that matches the given criteria. :table_name: the name of the table to search on :constraints: is any construct that can be parsed by SqlWriter.parse_constraints. :columns: either a string or a lis...

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49

18.916667

def set_process_type(self, value): """ Setter for 'process_type' field. :param value - a new value of 'process_type' field. """ if value is None or not isinstance(value, str): raise TypeError("ProcessType must be set to a String") elif value not in Process.__p...

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15.636364

def args(self) -> str: """Provides arguments for the command.""" return '{}{}{}{}{}'.format( to_ascii_hex(self._index, 2), to_ascii_hex(self._group_number, 2), to_ascii_hex(self._unit_number, 2), to_ascii_hex(int(self._enable_status), 4), to_as...

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43.125

7.75

def _filter_validate(filepath, location, values, validate): """Generator for validate() results called against all given values. On errors, fields are warned about and ignored, unless strict mode is set in which case a compiler error is raised. """ for value in values: if not isinstance(valu...

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44.5625

16.8125

def max_repetition_level(self, path): """Get the max repetition level for the given schema path.""" max_level = 0 for part in path: element = self.schema_element(part) if element.repetition_type == parquet_thrift.FieldRepetitionType.REQUIRED: max_level += ...

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42.375

14.5

def schema(self, shex: Optional[Union[str, ShExJ.Schema]]) -> None: """ Set the schema to be used. Schema can either be a ShExC or ShExJ string or a pre-parsed schema. :param shex: Schema """ self.pfx = None if shex is not None: if isinstance(shex, ShExJ.Schema): ...

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44.052632

16

def tofile(self, f): """Serialize this ScalableBloomFilter into the file-object `f'.""" f.write(pack(self.FILE_FMT, self.scale, self.ratio, self.initial_capacity, self.error_rate)) # Write #-of-filters f.write(pack(b'<l', len(self.filters))) if len(...

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35.695652

14.608696

def pop(self, key, *args, **kwargs): """Remove and return the value associated with case-insensitive ``key``.""" return super(CaseInsensitiveDict, self).pop(CaseInsensitiveStr(key))

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65

13.333333

def scatter_plot(data, index_x, index_y, percent=100.0, seed=1, size=50, title=None, outfile=None, wait=True): """ Plots two attributes against each other. TODO: click events http://matplotlib.org/examples/event_handling/data_browser.html :param data: the dataset :type data: Instances :param i...

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32.537313

20.089552

def query_pager_by_slug(slug, current_page_num=1, tag='', order=False): ''' Query pager via category slug. ''' cat_rec = MCategory.get_by_slug(slug) if cat_rec: cat_id = cat_rec.uid else: return None # The flowing code is valid. if...

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32.326531

18.612245

def get_handlers(self, event: str) -> T.List[T.Callable]: """Returns a list of handlers registered for the given event.""" return list(self._events.get(event, []))

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44.25

16.25

def grab_sub_repo(repositories, repos): """ Grab SUB_REPOSITORY """ for i, repo in enumerate(repositories): if repos in repo: sub = repositories[i].replace(repos, "") repositories[i] = repos return sub return ""

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26.6

9.8

def check_methods(self, resource): '''Iteratively check all methods (endpoints) in the Resource.''' checker = ResourceMethodChecker() errors = [] for callback in resource.callbacks: new_errors = checker(callback) if new_errors: errors.extend(new_er...

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37.666667

11

def topic_present(name, subscriptions=None, attributes=None, region=None, key=None, keyid=None, profile=None): ''' Ensure the SNS topic exists. name Name of the SNS topic. subscriptions List of SNS subscriptions. Each subscription is a dictionary with a proto...

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43.067485

25.840491

def get_filter_qobj(self, keys=None): """ Return a copy of this Query object with additional where clauses for the keys in the argument """ # only care about columns in aggregates right? cols = set() for agg in self.select.aggregates: cols.update(agg.cols) sels = [SelectExpr(col...

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31.357143

14.571429

def _parse_docstring(docstring): """ Using the sphinx RSTParse to parse __doc__ for argparse `parameters`, `help`, and `description`. The first rst paragraph encountered it treated as the argparse help text. Any param fields are treated as argparse arguments. Any other text is combined and added to the ...

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34.979167

20.854167

def _convert_json(obj): ''' Converts from the JSON output provided by ovs-vsctl into a usable Python object tree. In particular, sets and maps are converted from lists to actual sets or maps. Args: obj: Object that shall be recursively converted. Returns: Converted version of o...

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34.354839

21.064516

def idle_task(self): '''called rapidly by mavproxy''' now = time.time() if now-self.last_bored > self.boredom_interval: self.last_bored = now message = self.boredom_message() self.say("%s: %s" % (self.name,message)) # See if whatever we're connecte...

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46.9

15.3

def app_template_global(self, name: Optional[str]=None) -> Callable: """Add an application wide template global. This is designed to be used as a decorator, and has the same arguments as :meth:`~quart.Quart.template_global`. An example usage, .. code-block:: python bluepri...

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34.941176

18.823529

def _get_concatenation(extractors, text, *, ignore_whitespace=True): """Returns a concatenation ParseNode whose children are the nodes returned by each of the methods in the extractors enumerable. If ignore_whitespace is True, whitespace will be ignored and then attached to the child it preceeded. """ igno...

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44.678571

28.75

def render(self): '''Render a matplotlib figure from the analyzer result Return the figure, use fig.show() to display if neeeded ''' fig, ax = plt.subplots() self.data_object._render_plot(ax) return fig

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27.444444

23.444444

def list_current_orders(self, bet_ids=None, market_ids=None, order_projection=None, customer_order_refs=None, customer_strategy_refs=None, date_range=time_range(), order_by=None, sort_dir=None, from_record=None, record_count=None, session=None, lightweight=None): ...

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72.107143

41.607143

def generate(self): """ Fetch all rows associated with this experiment. This will generate a huge .csv. """ exp_name = self.exp_name() fname = os.path.basename(self.out_path) fname = "{exp}_{prefix}_{name}{ending}".format( exp=exp_name, p...

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31.894737

13.789474

def write_config(path, config): """ Write the config with a little post-converting formatting. """ config_as_string = to_nice_yaml(config) config_as_string = "---\n" + config_as_string string_to_file(path, config_as_string)

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26.777778

13.888889

def path_to_str(path): """ Convert pathlib.Path objects to str; return other objects as-is. """ try: from pathlib import Path as _Path except ImportError: # Python < 3.4 class _Path: pass if isinstance(path, _Path): return str(path) return path

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29.2

14.6

def get_extract_method(path): """Returns `ExtractMethod` to use on resource at path. Cannot be None.""" info_path = _get_info_path(path) info = _read_info(info_path) fname = info.get('original_fname', path) if info else path return _guess_extract_method(fname)

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44.166667

8.333333

def fetch_task_to_run(self): """ Returns the first task that is ready to run or None if no task can be submitted at present" Raises: `StopIteration` if all tasks are done. """ # All the tasks are done so raise an exception # that will be handled by th...

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33.857143

17.380952

def is_running(self) -> bool: """Return True if ffmpeg is running.""" if self._proc is None or self._proc.returncode is not None: return False return True

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37.2

15

def same_page_choosen(form, field): """Check that we are not trying to assign list page itself as a child.""" if form._obj is not None: if field.data.id == form._obj.list_id: raise ValidationError( _('You cannot assign list page itself as a child.'))

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48.166667

9.333333