kejian/codesearchnet-python-linelen40-full

text stringlengths 89 104k	code_tokens list	avg_line_len float64 7.91 980	score float64 0 630
def twisted_absolute_path(path, request): """Hack to fix twisted not accepting absolute URIs""" parsed = urlparse.urlparse(request.uri) if parsed.scheme != '': path_parts = parsed.path.lstrip('/').split('/') request.prepath = path_parts[0:1] request.postpath = path_parts[1:] ...	[ "def", "twisted_absolute_path", "(", "path", ",", "request", ")", ":", "parsed", "=", "urlparse", ".", "urlparse", "(", "request", ".", "uri", ")", "if", "parsed", ".", "scheme", "!=", "''", ":", "path_parts", "=", "parsed", ".", "path", ".", "lstrip", ...	40.222222	6.333333
def nearest_neighbor(self, vectors, num=10, batch_size=100, show_progressbar=False, return_names=True): """ Find the nearest neighbors to some arbitrary vector. This func...	[ "def", "nearest_neighbor", "(", "self", ",", "vectors", ",", "num", "=", "10", ",", "batch_size", "=", "100", ",", "show_progressbar", "=", "False", ",", "return_names", "=", "True", ")", ":", "vectors", "=", "np", ".", "array", "(", "vectors", ")", "i...	37.285714	17.693878
def static_method(cls, f): """Decorator which dynamically binds static methods to the model for later use.""" setattr(cls, f.__name__, staticmethod(f)) return f	[ "def", "static_method", "(", "cls", ",", "f", ")", ":", "setattr", "(", "cls", ",", "f", ".", "__name__", ",", "staticmethod", "(", "f", ")", ")", "return", "f" ]	45.25	11.75
def rate_limit_info(): """ Returns (requests_remaining, minutes_to_reset) """ import json import time r = requests.get(gh_url + "/rate_limit", auth=login.auth()) out = json.loads(r.text) mins = (out["resources"]["core"]["reset"]-time.time())/60 return out["resources"]["core"]["remaining"], ...	[ "def", "rate_limit_info", "(", ")", ":", "import", "json", "import", "time", "r", "=", "requests", ".", "get", "(", "gh_url", "+", "\"/rate_limit\"", ",", "auth", "=", "login", ".", "auth", "(", ")", ")", "out", "=", "json", ".", "loads", "(", "r", ...	35.111111	19.777778
def create_overwrites_for_quarter(self, col_to_overwrites, next_qtr_start_idx, last_per_qtr, quarters_with_estimates_for_sid, requ...	[ "def", "create_overwrites_for_quarter", "(", "self", ",", "col_to_overwrites", ",", "next_qtr_start_idx", ",", "last_per_qtr", ",", "quarters_with_estimates_for_sid", ",", "requested_quarter", ",", "sid", ",", "sid_idx", ",", "columns", ")", ":", "for", "col", "in", ...	44.888889	16.083333
def download_large(self, image, url_field='url'): """Downlaod the binary data of an image attachment at large size. :param str url_field: the field of the image with the right URL :return: binary image data :rtype: bytes """ return self.download(image, url_field=url_fie...	[ "def", "download_large", "(", "self", ",", "image", ",", "url_field", "=", "'url'", ")", ":", "return", "self", ".", "download", "(", "image", ",", "url_field", "=", "url_field", ",", "suffix", "=", "'large'", ")" ]	36.777778	19.666667
def UploadSignedConfigBlob(content, aff4_path, client_context=None, limit=None, token=None): """Upload a signed blob into the datastore. Args: content: File content to upload. aff4_path: aff4 path to...	[ "def", "UploadSignedConfigBlob", "(", "content", ",", "aff4_path", ",", "client_context", "=", "None", ",", "limit", "=", "None", ",", "token", "=", "None", ")", ":", "if", "limit", "is", "None", ":", "limit", "=", "config", ".", "CONFIG", "[", "\"Datast...	30.068182	17.977273
def get_ansible_groups(group_map): """ Constructs a list of :class:`ansible.inventory.group.Group` objects from a map of lists of host strings. """ # Some of this logic is cribbed from # ansible.inventory.script.InventoryScript all_hosts = {} group_all = Group('all') groups = [group...	[ "def", "get_ansible_groups", "(", "group_map", ")", ":", "# Some of this logic is cribbed from", "# ansible.inventory.script.InventoryScript", "all_hosts", "=", "{", "}", "group_all", "=", "Group", "(", "'all'", ")", "groups", "=", "[", "group_all", "]", "for", "gname...	29.714286	12.571429
def visit_Set(self, pattern): """ Set have unordered values. """ if len(pattern.elts) > MAX_UNORDERED_LENGTH: raise DamnTooLongPattern("Pattern for Set is too long") return (isinstance(self.node, Set) and any(self.check_list(self.node.elts, pattern_elts) ...	[ "def", "visit_Set", "(", "self", ",", "pattern", ")", ":", "if", "len", "(", "pattern", ".", "elts", ")", ">", "MAX_UNORDERED_LENGTH", ":", "raise", "DamnTooLongPattern", "(", "\"Pattern for Set is too long\"", ")", "return", "(", "isinstance", "(", "self", "....	52.714286	15.571429
def wait_until(obj, att, desired, callback=None, interval=5, attempts=0, verbose=False, verbose_atts=None): """ When changing the state of an object, it will commonly be in a transitional state until the change is complete. This will reload the object every `interval` seconds, and check its `att...	[ "def", "wait_until", "(", "obj", ",", "att", ",", "desired", ",", "callback", "=", "None", ",", "interval", "=", "5", ",", "attempts", "=", "0", ",", "verbose", "=", "False", ",", "verbose_atts", "=", "None", ")", ":", "if", "callback", ":", "waiter"...	57.686275	30.235294
def mac_address_table_consistency_check_mac_consistency_check_interval(self, **kwargs): """Auto Generated Code """ config = ET.Element("config") mac_address_table = ET.SubElement(config, "mac-address-table", xmlns="urn:brocade.com:mgmt:brocade-mac-address-table") consistency_chec...	[ "def", "mac_address_table_consistency_check_mac_consistency_check_interval", "(", "self", ",", "", "", "kwargs", ")", ":", "config", "=", "ET", ".", "Element", "(", "\"config\"", ")", "mac_address_table", "=", "ET", ".", "SubElement", "(", "config", ",", "\"mac-...	59.727273	32.727273
def _setup_configuration(self): """ All steps are accepted as classes. Instantiate them with the right configuration and set them in a local property. """ self.configuration = dict( schema_cls=self.schema_cls, allowed_actions=self.allowed_actions, ...	[ "def", "_setup_configuration", "(", "self", ")", ":", "self", ".", "configuration", "=", "dict", "(", "schema_cls", "=", "self", ".", "schema_cls", ",", "allowed_actions", "=", "self", ".", "allowed_actions", ",", "filter_by_fields", "=", "self", ".", "filter_...	42.806452	11.709677
def set(args, *kw): """Set IRAF environment variables.""" if len(args) == 0: if len(kw) != 0: # normal case is only keyword,value pairs for keyword, value in kw.items(): keyword = untranslateName(keyword) svalue = str(value) _var...	[ "def", "set", "(", "", "args", ",", "", "*", "kw", ")", ":", "if", "len", "(", "args", ")", "==", "0", ":", "if", "len", "(", "kw", ")", "!=", "0", ":", "# normal case is only keyword,value pairs", "for", "keyword", ",", "value", "in", "kw", ".",...	42.36	18.72
def send(self, sender: PytgbotApiBot): """ Send the message via pytgbot. :param sender: The bot instance to send with. :type sender: pytgbot.bot.Bot :rtype: PytgbotApiMessage """ return sender.send_document( # receiver, self.media, disable_notificat...	[ "def", "send", "(", "self", ",", "sender", ":", "PytgbotApiBot", ")", ":", "return", "sender", ".", "send_document", "(", "# receiver, self.media, disable_notification=self.disable_notification, reply_to_message_id=reply_id", "document", "=", "self", ".", "document", ",", ...	47.538462	31.846154
def synthese(self, month=None): """ month format: YYYYMM """ if month is None and self.legislature == '2012-2017': raise AssertionError('Global Synthesis on legislature does not work, see https://github.com/regardscitoyens/nosdeputes.fr/issues/69') if month is None: ...	[ "def", "synthese", "(", "self", ",", "month", "=", "None", ")", ":", "if", "month", "is", "None", "and", "self", ".", "legislature", "==", "'2012-2017'", ":", "raise", "AssertionError", "(", "'Global Synthesis on legislature does not work, see https://github.com/regar...	37.214286	25.785714
def add_group_email_grant(self, permission, email_address, headers=None): """ Convenience method that provides a quick way to add an email group grant to a key. This method retrieves the current ACL, creates a new grant based on the parameters passed in, adds that grant to the ACL and ...	[ "def", "add_group_email_grant", "(", "self", ",", "permission", ",", "email_address", ",", "headers", "=", "None", ")", ":", "acl", "=", "self", ".", "get_acl", "(", "headers", "=", "headers", ")", "acl", ".", "add_group_email_grant", "(", "permission", ",",...	47.45	20.75
def fiscal_code(self, gender: Optional[Gender] = None) -> str: """Return a random fiscal code. :param gender: Gender's enum object. :return: Fiscal code. Example: RSSMRA66R05D612U """ code = ''.join(self.random.choices(string.ascii_uppercase, k=6)) ...	[ "def", "fiscal_code", "(", "self", ",", "gender", ":", "Optional", "[", "Gender", "]", "=", "None", ")", "->", "str", ":", "code", "=", "''", ".", "join", "(", "self", ".", "random", ".", "choices", "(", "string", ".", "ascii_uppercase", ",", "k", ...	30.777778	19.444444
def result(self): """ Get the table used for the results of the query. If the query is incomplete, this blocks. Raises: Exception if we timed out waiting for results or the query failed. """ self.wait() if self.failed: raise Exception('Query failed: %s' % str(self.errors)) return se...	[ "def", "result", "(", "self", ")", ":", "self", ".", "wait", "(", ")", "if", "self", ".", "failed", ":", "raise", "Exception", "(", "'Query failed: %s'", "%", "str", "(", "self", ".", "errors", ")", ")", "return", "self", ".", "_table" ]	32	20.8
def avl_release_parent(node): """ removes the parent of a child """ parent = node.parent if parent is not None: if parent.right is node: parent.right = None elif parent.left is node: parent.left = None else: raise AssertionError('impossible...	[ "def", "avl_release_parent", "(", "node", ")", ":", "parent", "=", "node", ".", "parent", "if", "parent", "is", "not", "None", ":", "if", "parent", ".", "right", "is", "node", ":", "parent", ".", "right", "=", "None", "elif", "parent", ".", "left", "...	29.4	12.466667
def tree_statistics(tree): """ prints the types and counts of elements present in a SaltDocument tree, e.g.:: layers: 3 sDocument: 1 nodes: 252 labels: 2946 edges: 531 """ all_elements = tree.findall('//') tag_counter = defaultdict(int) for element i...	[ "def", "tree_statistics", "(", "tree", ")", ":", "all_elements", "=", "tree", ".", "findall", "(", "'//'", ")", "tag_counter", "=", "defaultdict", "(", "int", ")", "for", "element", "in", "all_elements", ":", "tag_counter", "[", "element", ".", "tag", "]",...	24.833333	16.388889
def gather_facts_list(self, file): """ Return a list of facts. """ facts = [] contents = utils.file_to_string(os.path.join(self.paths["role"], file)) contents = re.sub(r"\s+", "", contents) matches = self.regex_facts.findal...	[ "def", "gather_facts_list", "(", "self", ",", "file", ")", ":", "facts", "=", "[", "]", "contents", "=", "utils", ".", "file_to_string", "(", "os", ".", "path", ".", "join", "(", "self", ".", "paths", "[", "\"role\"", "]", ",", "file", ")", ")", "c...	27.733333	16.666667
def run_cmds_on_all_switches(self, cmds): """Runs all cmds on all configured switches This helper is used for ACL and rule creation/deletion as ACLs and rules must exist on all switches. """ for switch in self._switches.values(): self.run_openstack_sg_cmds(cmds, swit...	[ "def", "run_cmds_on_all_switches", "(", "self", ",", "cmds", ")", ":", "for", "switch", "in", "self", ".", "_switches", ".", "values", "(", ")", ":", "self", ".", "run_openstack_sg_cmds", "(", "cmds", ",", "switch", ")" ]	39.5	11.75
def WriteClientMetadata(self, client_id, certificate=None, fleetspeak_enabled=None, first_seen=None, last_ping=None, last_clock=None, last...	[ "def", "WriteClientMetadata", "(", "self", ",", "client_id", ",", "certificate", "=", "None", ",", "fleetspeak_enabled", "=", "None", ",", "first_seen", "=", "None", ",", "last_ping", "=", "None", ",", "last_clock", "=", "None", ",", "last_ip", "=", "None", ...	38.169811	14.584906
def create_appointment_group(self, appointment_group, **kwargs): """ Create a new Appointment Group. :calls: `POST /api/v1/appointment_groups \ <https://canvas.instructure.com/doc/api/appointment_groups.html#method.appointment_groups.create>`_ :param appointment_group: The attr...	[ "def", "create_appointment_group", "(", "self", ",", "appointment_group", ",", "", "", "kwargs", ")", ":", "from", "canvasapi", ".", "appointment_group", "import", "AppointmentGroup", "if", "(", "isinstance", "(", "appointment_group", ",", "dict", ")", "and", ...	36.825	23.125
def getContextsForExpressions(self, body, getFingerprint=None, startIndex=0, maxResults=5, sparsity=1.0): """Bulk get contexts for input expressions Args: body, ExpressionOperation: The JSON encoded expression to be evaluated (required) getFingerprint, bool: Configure if the fing...	[ "def", "getContextsForExpressions", "(", "self", ",", "body", ",", "getFingerprint", "=", "None", ",", "startIndex", "=", "0", ",", "maxResults", "=", "5", ",", "sparsity", "=", "1.0", ")", ":", "return", "self", ".", "_expressions", ".", "getContextsForBulk...	61.714286	35.785714
def w(self, units=None): """ This returns a single array containing the phase-space positions. Parameters ---------- units : `~gala.units.UnitSystem` (optional) The unit system to represent the position and velocity in before combining into the full array...	[ "def", "w", "(", "self", ",", "units", "=", "None", ")", ":", "if", "units", "is", "None", ":", "if", "self", ".", "hamiltonian", "is", "None", ":", "units", "=", "dimensionless", "else", ":", "units", "=", "self", ".", "hamiltonian", ".", "units", ...	28.52	19.88
def write(self, fptr): """Write a JPEG 2000 Signature box to file. """ fptr.write(struct.pack('>I4s', 12, b'jP ')) fptr.write(struct.pack('>BBBB', *self.signature))	[ "def", "write", "(", "self", ",", "fptr", ")", ":", "fptr", ".", "write", "(", "struct", ".", "pack", "(", "'>I4s'", ",", "12", ",", "b'jP '", ")", ")", "fptr", ".", "write", "(", "struct", ".", "pack", "(", "'>BBBB'", ",", "*", "self", ".", "...	38.6	9.4
def anonymous_login_view(request): ''' View for an admin to log her/himself out and login the anonymous user. ''' logout(request) try: spineless = User.objects.get(username=ANONYMOUS_USERNAME) except User.DoesNotExist: random_password = User.objects.make_random_password() spinele...	[ "def", "anonymous_login_view", "(", "request", ")", ":", "logout", "(", "request", ")", "try", ":", "spineless", "=", "User", ".", "objects", ".", "get", "(", "username", "=", "ANONYMOUS_USERNAME", ")", "except", "User", ".", "DoesNotExist", ":", "random_pas...	51.388889	23.611111
def appendData(self, xdata, ydata, color='b', legendstr=None): """Adds the data to the plot :param xdata: index values for data, plotted on x-axis :type xdata: numpy.ndarray :param ydata: value data to plot, dimension must match xdata :type ydata: numpy.ndarray """ ...	[ "def", "appendData", "(", "self", ",", "xdata", ",", "ydata", ",", "color", "=", "'b'", ",", "legendstr", "=", "None", ")", ":", "item", "=", "self", ".", "plot", "(", "xdata", ",", "ydata", ",", "pen", "=", "color", ")", "if", "legendstr", "is", ...	38	14.083333
def container_rename_folder(object_id, input_params={}, always_retry=False, **kwargs): """ Invokes the /container-xxxx/renameFolder API method. For more info, see: https://wiki.dnanexus.com/API-Specification-v1.0.0/Folders-and-Deletion#API-method%3A-%2Fclass-xxxx%2FrenameFolder """ return DXHTTPReq...	[ "def", "container_rename_folder", "(", "object_id", ",", "input_params", "=", "{", "}", ",", "always_retry", "=", "False", ",", "", "", "kwargs", ")", ":", "return", "DXHTTPRequest", "(", "'/%s/renameFolder'", "%", "object_id", ",", "input_params", ",", "alw...	57.285714	38.142857
def parse(file_path): '''Parse a YAML or JSON file.''' _, ext = path.splitext(file_path) if ext in ('.yaml', '.yml'): func = yaml.load elif ext == '.json': func = json.load else: raise ValueError("Unrecognized config file type %s" % ext) with open(file_path, 'r') as ...	[ "def", "parse", "(", "file_path", ")", ":", "_", ",", "ext", "=", "path", ".", "splitext", "(", "file_path", ")", "if", "ext", "in", "(", "'.yaml'", ",", "'.yml'", ")", ":", "func", "=", "yaml", ".", "load", "elif", "ext", "==", "'.json'", ":", "...	20.625	22.625
def reorder_resource_views(self, resource_views): # type: (List[Union[ResourceView,Dict,str]]) -> None """Order resource views in resource. Args: resource_views (List[Union[ResourceView,Dict,str]]): A list of either resource view ids or resource views metadata from ResourceView obje...	[ "def", "reorder_resource_views", "(", "self", ",", "resource_views", ")", ":", "# type: (List[Union[ResourceView,Dict,str]]) -> None", "if", "not", "isinstance", "(", "resource_views", ",", "list", ")", ":", "raise", "HDXError", "(", "'ResourceViews should be a list!'", "...	46.086957	24.391304
def _create_session(self, username, password): """Create HTTP session. Args: username (str): Timesketch username password (str): Timesketch password Returns: requests.Session: Session object. """ session = requests.Session() session.verify = False # Depending on SSL cert is ...	[ "def", "_create_session", "(", "self", ",", "username", ",", "password", ")", ":", "session", "=", "requests", ".", "Session", "(", ")", "session", ".", "verify", "=", "False", "# Depending on SSL cert is verifiable", "try", ":", "response", "=", "session", "....	32.769231	16.384615
def run(self, node): """ Captures the use of locals() in render function. """ if self.get_call_name(node) != 'render': return issues = [] for arg in node.args: if isinstance(arg, ast.Call) and arg.func.id == 'locals': issues.append(...	[ "def", "run", "(", "self", ",", "node", ")", ":", "if", "self", ".", "get_call_name", "(", "node", ")", "!=", "'render'", ":", "return", "issues", "=", "[", "]", "for", "arg", "in", "node", ".", "args", ":", "if", "isinstance", "(", "arg", ",", "...	30.125	13.75
def revoke_tokens(self): """ Revoke the authorization token and all tokens that were generated using it. """ self.is_active = False self.save() self.refresh_token.revoke_tokens()	[ "def", "revoke_tokens", "(", "self", ")", ":", "self", ".", "is_active", "=", "False", "self", ".", "save", "(", ")", "self", ".", "refresh_token", ".", "revoke_tokens", "(", ")" ]	24.444444	19.111111
def p_primary_expr_no_brace_4(self, p): """primary_expr_no_brace : LPAREN expr RPAREN""" if isinstance(p[2], self.asttypes.GroupingOp): # this reduces the grouping operator to one. p[0] = p[2] else: p[0] = self.asttypes.GroupingOp(expr=p[2]) p[0].s...	[ "def", "p_primary_expr_no_brace_4", "(", "self", ",", "p", ")", ":", "if", "isinstance", "(", "p", "[", "2", "]", ",", "self", ".", "asttypes", ".", "GroupingOp", ")", ":", "# this reduces the grouping operator to one.", "p", "[", "0", "]", "=", "p", "[", ...	40.125	12.875
def create(self, container, instances=None, map_name=None, **kwargs): """ Creates container instances for a container configuration. :param container: Container name. :type container: unicode \| str :param instances: Instance name to create. If not specified, will create all inst...	[ "def", "create", "(", "self", ",", "container", ",", "instances", "=", "None", ",", "map_name", "=", "None", ",", "", "", "kwargs", ")", ":", "return", "self", ".", "run_actions", "(", "'create'", ",", "container", ",", "instances", "=", "instances", ...	55.117647	24.411765
def get_default_options(num_machines=1, max_wallclock_seconds=1800, withmpi=False): """ Return an instance of the options dictionary with the minimally required parameters for a JobCalculation and set to default values unless overriden :param num_machines: set the number of nodes, default=1 :param ...	[ "def", "get_default_options", "(", "num_machines", "=", "1", ",", "max_wallclock_seconds", "=", "1800", ",", "withmpi", "=", "False", ")", ":", "return", "{", "'resources'", ":", "{", "'num_machines'", ":", "int", "(", "num_machines", ")", "}", ",", "'max_wa...	40.5625	25.1875
def texto_decimal(valor, remover_zeros=True): """Converte um valor :py:class:`decimal.Decimal` para texto, com a opção de remover os zeros à direita não significativos. A conversão para texto irá considerar o :py:module:`locale` para converter o texto pronto para apresentação. :param decimal.Decima...	[ "def", "texto_decimal", "(", "valor", ",", "remover_zeros", "=", "True", ")", ":", "texto", "=", "'{:n}'", ".", "format", "(", "valor", ")", "if", "remover_zeros", ":", "dp", "=", "locale", ".", "localeconv", "(", ")", ".", "get", "(", "'decimal_point'",...	43.352941	21.117647
def get_scaled_cutout_wdht(self, x1, y1, x2, y2, new_wd, new_ht, method='basic'): """Extract a region of the image defined by corners (x1, y1) and (x2, y2) and resample it to fit dimensions (new_wd, new_ht). `method` describes the method of interpolation used, whe...	[ "def", "get_scaled_cutout_wdht", "(", "self", ",", "x1", ",", "y1", ",", "x2", ",", "y2", ",", "new_wd", ",", "new_ht", ",", "method", "=", "'basic'", ")", ":", "if", "method", "in", "(", "'basic'", ",", "'view'", ")", ":", "shp", "=", "self", ".",...	41.148148	20.666667
def _gcs_list_keys(bucket, pattern): """ List all Google Cloud Storage keys in a specified bucket that match a pattern. """ data = [{'Name': obj.metadata.name, 'Type': obj.metadata.content_type, 'Size': obj.metadata.size, 'Updated': obj.metadata.updated_on} for obj in _gcs...	[ "def", "_gcs_list_keys", "(", "bucket", ",", "pattern", ")", ":", "data", "=", "[", "{", "'Name'", ":", "obj", ".", "metadata", ".", "name", ",", "'Type'", ":", "obj", ".", "metadata", ".", "content_type", ",", "'Size'", ":", "obj", ".", "metadata", ...	55	11.5
def make_reply(msgname, types, arguments, major): """Helper method for constructing a reply message from a list or tuple. Parameters ---------- msgname : str Name of the reply message. types : list of kattypes The types of the reply message parameters (in order). arguments : lis...	[ "def", "make_reply", "(", "msgname", ",", "types", ",", "arguments", ",", "major", ")", ":", "status", "=", "arguments", "[", "0", "]", "if", "status", "==", "\"fail\"", ":", "return", "Message", ".", "reply", "(", "msgname", ",", "*", "pack_types", "(...	34.173913	17.913043
def list_dms (archive, compression, cmd, verbosity, interactive): """List a DMS archive.""" check_archive_ext(archive) return [cmd, 'v', archive]	[ "def", "list_dms", "(", "archive", ",", "compression", ",", "cmd", ",", "verbosity", ",", "interactive", ")", ":", "check_archive_ext", "(", "archive", ")", "return", "[", "cmd", ",", "'v'", ",", "archive", "]" ]	38.5	11.25
def add_organization(db, organization): """Add an organization to the registry. This function adds an organization to the registry. It checks first whether the organization is already on the registry. When it is not found, the new organization is added. Otherwise, it raises a 'AlreadyExistsError' e...	[ "def", "add_organization", "(", "db", ",", "organization", ")", ":", "with", "db", ".", "connect", "(", ")", "as", "session", ":", "try", ":", "add_organization_db", "(", "session", ",", "organization", ")", "except", "ValueError", "as", "e", ":", "raise",...	38.52381	20.238095
def GetValueByPath(self, path_segments): """Retrieves a plist value by path. Args: path_segments (list[str]): path segment strings relative to the root of the plist. Returns: object: The value of the key specified by the path or None. """ key = self.root_key for path_segm...	[ "def", "GetValueByPath", "(", "self", ",", "path_segments", ")", ":", "key", "=", "self", ".", "root_key", "for", "path_segment", "in", "path_segments", ":", "if", "isinstance", "(", "key", ",", "dict", ")", ":", "try", ":", "key", "=", "key", "[", "pa...	21.090909	21.69697
def site_coordination_numbers( self ): """ Returns a dictionary of the coordination numbers for each site label. e.g.:: { 'A' : { 4 }, 'B' : { 2, 4 } } Args: none Returns: coordination_numbers (Dict(Str:Set(Int))): dictionary of coordinatio...	[ "def", "site_coordination_numbers", "(", "self", ")", ":", "coordination_numbers", "=", "{", "}", "for", "l", "in", "self", ".", "site_labels", ":", "coordination_numbers", "[", "l", "]", "=", "set", "(", "[", "len", "(", "site", ".", "neighbours", ")", ...	36.647059	24.294118
def get_active_clients(): """Get a list of all active clients and their status""" global drivers if not drivers: return jsonify([]) result = {client: get_client_info(client) for client in drivers} return jsonify(result)	[ "def", "get_active_clients", "(", ")", ":", "global", "drivers", "if", "not", "drivers", ":", "return", "jsonify", "(", "[", "]", ")", "result", "=", "{", "client", ":", "get_client_info", "(", "client", ")", "for", "client", "in", "drivers", "}", "retur...	26.777778	21.555556
def volume_down(self, delta=0.1): """ Decrement the volume by 0.1 (or delta) unless it is already 0. Returns the new volume. """ if delta <= 0: raise ValueError( "volume delta must be greater than zero, not {}".format(delta)) return self.set_volume(sel...	[ "def", "volume_down", "(", "self", ",", "delta", "=", "0.1", ")", ":", "if", "delta", "<=", "0", ":", "raise", "ValueError", "(", "\"volume delta must be greater than zero, not {}\"", ".", "format", "(", "delta", ")", ")", "return", "self", ".", "set_volume", ...	42.875	13.5
def send_at(self, value): """A unix timestamp specifying when your email should be delivered. :param value: A unix timestamp specifying when your email should be delivered. :type value: SendAt, int """ if isinstance(value, SendAt): if value.personaliz...	[ "def", "send_at", "(", "self", ",", "value", ")", ":", "if", "isinstance", "(", "value", ",", "SendAt", ")", ":", "if", "value", ".", "personalization", "is", "not", "None", ":", "try", ":", "personalization", "=", "self", ".", "_personalizations", "[", ...	37.923077	15.461538
def date_suggestions(): """ Returns a list of relative date that is presented to the user as auto complete suggestions. """ # don't use strftime, prevent locales to kick in days_of_week = { 0: "Monday", 1: "Tuesday", 2: "Wednesday", 3: "Thursday", 4: "Frid...	[ "def", "date_suggestions", "(", ")", ":", "# don't use strftime, prevent locales to kick in", "days_of_week", "=", "{", "0", ":", "\"Monday\"", ",", "1", ":", "\"Tuesday\"", ",", "2", ":", "\"Wednesday\"", ",", "3", ":", "\"Thursday\"", ",", "4", ":", "\"Friday\...	23.2	19.533333
def prepare_docset( source, dest, name, index_page, enable_js, online_redirect_url ): """ Create boilerplate files & directories and copy vanilla docs inside. Return a tuple of path to resources and connection to sqlite db. """ resources = os.path.join(dest, "Contents", "Resources") docs = ...	[ "def", "prepare_docset", "(", "source", ",", "dest", ",", "name", ",", "index_page", ",", "enable_js", ",", "online_redirect_url", ")", ":", "resources", "=", "os", ".", "path", ".", "join", "(", "dest", ",", "\"Contents\"", ",", "\"Resources\"", ")", "doc...	32.153846	19.897436
def match(self, messy_data, threshold=0.5, n_matches=1, generator=False): # pragma: no cover """Identifies pairs of records that refer to the same entity, returns tuples containing a set of record ids and a confidence score as a float between 0 and 1. The record_ids within each set should refer...	[ "def", "match", "(", "self", ",", "messy_data", ",", "threshold", "=", "0.5", ",", "n_matches", "=", "1", ",", "generator", "=", "False", ")", ":", "# pragma: no cover", "blocked_pairs", "=", "self", ".", "_blockData", "(", "messy_data", ")", "clusters", "...	44.25	27.194444
def from_query(query, engine=None, limit=None): """ Execute an ORM style query, and return the result in :class:`prettytable.PrettyTable`. :param query: an ``sqlalchemy.orm.Query`` object. :param engine: an ``sqlalchemy.engine.base.Engine`` object. :param limit: int, limit rows to return. ...	[ "def", "from_query", "(", "query", ",", "engine", "=", "None", ",", "limit", "=", "None", ")", ":", "if", "limit", "is", "not", "None", ":", "query", "=", "query", ".", "limit", "(", "limit", ")", "result_proxy", "=", "execute_query_return_result_proxy", ...	30.157895	16.578947
def enable_cloud_integration(self, id, **kwargs): # noqa: E501 """Enable a specific cloud integration # noqa: E501 # noqa: E501 This method makes a synchronous HTTP request by default. To make an asynchronous HTTP request, please pass async_req=True >>> thread = api.enable_c...	[ "def", "enable_cloud_integration", "(", "self", ",", "id", ",", "", "", "kwargs", ")", ":", "# noqa: E501", "kwargs", "[", "'_return_http_data_only'", "]", "=", "True", "if", "kwargs", ".", "get", "(", "'async_req'", ")", ":", "return", "self", ".", "ena...	43.238095	20.047619
def H9(self): "Entropy." if not hasattr(self, '_H9'): self._H9 = -(self.P * np.log(self.P + self.eps)).sum(2).sum(1) return self._H9	[ "def", "H9", "(", "self", ")", ":", "if", "not", "hasattr", "(", "self", ",", "'_H9'", ")", ":", "self", ".", "_H9", "=", "-", "(", "self", ".", "P", "*", "np", ".", "log", "(", "self", ".", "P", "+", "self", ".", "eps", ")", ")", ".", "s...	32.8	20.8
def publish(dataset_uri): """Return access URL to HTTP enabled (published) dataset. Exits with error code 1 if the dataset_uri is not a dataset. Exits with error code 2 if the dataset cannot be HTTP enabled. """ try: dataset = dtoolcore.DataSet.from_uri(dataset_uri) except dtoolcore.Dt...	[ "def", "publish", "(", "dataset_uri", ")", ":", "try", ":", "dataset", "=", "dtoolcore", ".", "DataSet", ".", "from_uri", "(", "dataset_uri", ")", "except", "dtoolcore", ".", "DtoolCoreTypeError", ":", "print", "(", "\"Not a dataset: {}\"", ".", "format", "(",...	29.304348	22.086957
def get_uint16(self): """Read the next token and interpret it as a 16-bit unsigned integer. @raises dns.exception.SyntaxError: @rtype: int """ value = self.get_int() if value < 0 or value > 65535: raise dns.exception.SyntaxError('%d is not an unsigne...	[ "def", "get_uint16", "(", "self", ")", ":", "value", "=", "self", ".", "get_int", "(", ")", "if", "value", "<", "0", "or", "value", ">", "65535", ":", "raise", "dns", ".", "exception", ".", "SyntaxError", "(", "'%d is not an unsigned 16-bit integer'", "%",...	29.666667	19.083333
def mousePressEvent(self, event): """ Overloads when a mouse press occurs. If in editable mode, and the click occurs on a selected index, then the editor will be created and no selection change will occur. :param event \| <QMousePressEvent> """ item ...	[ "def", "mousePressEvent", "(", "self", ",", "event", ")", ":", "item", "=", "self", ".", "itemAt", "(", "event", ".", "pos", "(", ")", ")", "column", "=", "self", ".", "columnAt", "(", "event", ".", "pos", "(", ")", ".", "x", "(", ")", ")", "mi...	37.638889	18.694444
def format(self, record): """Space debug messages for more legibility.""" if record.levelno == logging.DEBUG: record.msg = ' {}'.format(record.msg) return super(AuditLogFormatter, self).format(record)	[ "def", "format", "(", "self", ",", "record", ")", ":", "if", "record", ".", "levelno", "==", "logging", ".", "DEBUG", ":", "record", ".", "msg", "=", "' {}'", ".", "format", "(", "record", ".", "msg", ")", "return", "super", "(", "AuditLogFormatter", ...	46.4	9.4
def transform(self, buffer, mode=None, vertices=-1, *, first=0, instances=1) -> None: ''' Transform vertices. Stores the output in a single buffer. The transform primitive (mode) must be the same as the input primitive of the GeometryShader. Args: ...	[ "def", "transform", "(", "self", ",", "buffer", ",", "mode", "=", "None", ",", "vertices", "=", "-", "1", ",", "*", ",", "first", "=", "0", ",", "instances", "=", "1", ")", "->", "None", ":", "if", "mode", "is", "None", ":", "mode", "=", "POINT...	38.095238	26.285714
def _compute_k(self, tau): r"""Evaluate the kernel directly at the given values of `tau`. Parameters ---------- tau : :py:class:`Matrix`, (`M`, `D`) `M` inputs with dimension `D`. Returns ------- k : :py:class:`Array`, (`M`,) ...	[ "def", "_compute_k", "(", "self", ",", "tau", ")", ":", "y", "=", "self", ".", "_compute_y", "(", "tau", ")", "return", "y", "**", "(", "-", "self", ".", "params", "[", "1", "]", ")" ]	30.2	14.8
def list_subdirs(self, marker=None, limit=None, prefix=None, delimiter=None, full_listing=False): """ Return a list of the namesrepresenting the pseudo-subdirectories in this container. You can use the marker and limit params to handle pagination, and the prefix param to filt...	[ "def", "list_subdirs", "(", "self", ",", "marker", "=", "None", ",", "limit", "=", "None", ",", "prefix", "=", "None", ",", "delimiter", "=", "None", ",", "full_listing", "=", "False", ")", ":", "return", "self", ".", "manager", ".", "list_subdirs", "(...	56.818182	23.545455
def _send_commit_request(self, retry_delay=None, attempt=None): """Send a commit request with our last_processed_offset""" # If there's a _commit_call, and it's not active, clear it, it probably # just called us... if self._commit_call and not self._commit_call.active(): self...	[ "def", "_send_commit_request", "(", "self", ",", "retry_delay", "=", "None", ",", "attempt", "=", "None", ")", ":", "# If there's a _commit_call, and it's not active, clear it, it probably", "# just called us...", "if", "self", ".", "_commit_call", "and", "not", "self", ...	43.228571	18.942857
def save(self, filename): """Save metadata to XML file""" with io.open(filename,'w',encoding='utf-8') as f: f.write(self.xml())	[ "def", "save", "(", "self", ",", "filename", ")", ":", "with", "io", ".", "open", "(", "filename", ",", "'w'", ",", "encoding", "=", "'utf-8'", ")", "as", "f", ":", "f", ".", "write", "(", "self", ".", "xml", "(", ")", ")" ]	38	10.25
def get_hash(self, ireq, ireq_hashes=None): """ Retrieve hashes for a specific ``InstallRequirement`` instance. :param ireq: An ``InstallRequirement`` to retrieve hashes for :type ireq: :class:`~pip_shims.InstallRequirement` :return: A set of hashes. :rtype: Set ...	[ "def", "get_hash", "(", "self", ",", "ireq", ",", "ireq_hashes", "=", "None", ")", ":", "# We _ALWAYS MUST PRIORITIZE_ the inclusion of hashes from local sources", "# PLEASE DO NOT MODIFY THIS TO CHECK WHETHER AN IREQ ALREADY HAS A HASH", "# RESOLVED. The resolver will pull hashes from...	44.606061	21.333333
def encode(self, word): """Return the Norphone code. Parameters ---------- word : str The word to transform Returns ------- str The Norphone code Examples -------- >>> pe = Norphone() >>> pe.encode('Hansen...	[ "def", "encode", "(", "self", ",", "word", ")", ":", "word", "=", "word", ".", "upper", "(", ")", "code", "=", "''", "skip", "=", "0", "if", "word", "[", "0", ":", "2", "]", "==", "'AA'", ":", "code", "=", "'Å'", "skip", "=", "2", "elif", "...	25.39759	19.843373
def _fetchall(self, query, vars, limit=None, offset=0): """ Return multiple rows. """ if limit is None: limit = current_app.config['DEFAULT_PAGE_SIZE'] query += ' LIMIT %s OFFSET %s''' % (limit, offset) cursor = self.get_db().cursor() self._log(cursor,...	[ "def", "_fetchall", "(", "self", ",", "query", ",", "vars", ",", "limit", "=", "None", ",", "offset", "=", "0", ")", ":", "if", "limit", "is", "None", ":", "limit", "=", "current_app", ".", "config", "[", "'DEFAULT_PAGE_SIZE'", "]", "query", "+=", "'...	35.636364	8.545455
def get_logged_in_account(token_manager=None, app_url=defaults.APP_URL): """ get the account details for logged in account of the auth token_manager """ return get_logged_in_account(token_manager=token_manager, app_url=app_url)['id']	[ "def", "get_logged_in_account", "(", "token_manager", "=", "None", ",", "app_url", "=", "defaults", ".", "APP_URL", ")", ":", "return", "get_logged_in_account", "(", "token_manager", "=", "token_manager", ",", "app_url", "=", "app_url", ")", "[", "'id'", "]" ]	37.75	16
def merge_global_settings(config, cli_options): # type: (dict, dict) -> None """Merge "global" CLI options into main config :param dict config: config dict :param dict cli_options: cli options """ # check for valid version from YAML if (not blobxfer.util.is_none_or_empty(config) and ...	[ "def", "merge_global_settings", "(", "config", ",", "cli_options", ")", ":", "# type: (dict, dict) -> None", "# check for valid version from YAML", "if", "(", "not", "blobxfer", ".", "util", ".", "is_none_or_empty", "(", "config", ")", "and", "(", "'version'", "not", ...	44.288462	13.182692
def make_curve(report, success_name, fail_names): """ Make a success-failure curve. :param report: A confidence report (the type of object saved by make_confidence_report.py) :param success_name: see plot_report_from_path :param fail_names: see plot_report_from_path :returns: fail_optimal: list of f...	[ "def", "make_curve", "(", "report", ",", "success_name", ",", "fail_names", ")", ":", "success_results", "=", "report", "[", "success_name", "]", "fail_name", "=", "None", "# pacify pylint", "found", "=", "False", "for", "fail_name", "in", "fail_names", ":", "...	41.885714	20.674286
def matches(self, properties): """ Tests if the given criterion matches this LDAP criterion :param properties: A dictionary of properties :return: True if the properties matches this criterion, else False """ try: # Use the comparator return self....	[ "def", "matches", "(", "self", ",", "properties", ")", ":", "try", ":", "# Use the comparator", "return", "self", ".", "comparator", "(", "self", ".", "value", ",", "properties", "[", "self", ".", "name", "]", ")", "except", "KeyError", ":", "# Criterion k...	35.076923	17.692308
def fixed_vectors_encoding(index_encoded_sequences, letter_to_vector_df): """ Given a `n` x `k` matrix of integers such as that returned by `index_encoding()` and a dataframe mapping each index to an arbitrary vector, return a `n * k * m` array where the (`i`, `j`)'th element is `letter_to_vector_df.ilo...	[ "def", "fixed_vectors_encoding", "(", "index_encoded_sequences", ",", "letter_to_vector_df", ")", ":", "(", "num_sequences", ",", "sequence_length", ")", "=", "index_encoded_sequences", ".", "shape", "target_shape", "=", "(", "num_sequences", ",", "sequence_length", ","...	38.230769	25.461538
def _numpy24to32bit(data:np.ndarray, bigendian:bool=False) -> np.ndarray: """ data is a ubyte array of shape = (size,) (interleaved channels if multichannel) """ target = np.zeros((data.shape[0] * 4 / 3,), dtype=np.ubyte) if not bigendian: target[3::4] = data[2::3] target[2::4] ...	[ "def", "_numpy24to32bit", "(", "data", ":", "np", ".", "ndarray", ",", "bigendian", ":", "bool", "=", "False", ")", "->", "np", ".", "ndarray", ":", "target", "=", "np", ".", "zeros", "(", "(", "data", ".", "shape", "[", "0", "]", "*", "4", "/", ...	31.052632	13.263158
def _initialize_slots(self, seed, hashvalues): '''Initialize the slots of the LeanMinHash. Args: seed (int): The random seed controls the set of random permutation functions generated for this LeanMinHash. hashvalues: The hash values is the internal state of the ...	[ "def", "_initialize_slots", "(", "self", ",", "seed", ",", "hashvalues", ")", ":", "self", ".", "seed", "=", "seed", "self", ".", "hashvalues", "=", "self", ".", "_parse_hashvalues", "(", "hashvalues", ")" ]	42.1	24.5
def create_deep_linking_urls(self, url_params): """ Bulk Creates Deep Linking URLs See the URL https://dev.branch.io/references/http_api/#bulk-creating-deep-linking-urls :param url_params: Array of values returned from "create_deep_link_url(..., skip_api_call=True)" :return: Th...	[ "def", "create_deep_linking_urls", "(", "self", ",", "url_params", ")", ":", "url", "=", "\"/v1/url/bulk/%s\"", "%", "self", ".", "branch_key", "method", "=", "\"POST\"", "# Checks params", "self", ".", "_check_param", "(", "value", "=", "url_params", ",", "type...	34.352941	26.823529
def get_resource_usage(self): """GetResourceUsage. [Preview API] Gets information about build resources in the system. :rtype: :class:`<BuildResourceUsage> <azure.devops.v5_0.build.models.BuildResourceUsage>` """ response = self._send(http_method='GET', ...	[ "def", "get_resource_usage", "(", "self", ")", ":", "response", "=", "self", ".", "_send", "(", "http_method", "=", "'GET'", ",", "location_id", "=", "'3813d06c-9e36-4ea1-aac3-61a485d60e3d'", ",", "version", "=", "'5.0-preview.2'", ")", "return", "self", ".", "_...	54.111111	21.111111
def sortino_ratio(returns, required_return=0, period=DAILY, annualization=None, out=None, _downside_risk=None): """ Determines the Sortino ratio of a strategy. Parameters ---------- returns : pd.Series or np.n...	[ "def", "sortino_ratio", "(", "returns", ",", "required_return", "=", "0", ",", "period", "=", "DAILY", ",", "annualization", "=", "None", ",", "out", "=", "None", ",", "_downside_risk", "=", "None", ")", ":", "allocated_output", "=", "out", "is", "None", ...	29.746835	20.531646
def select_neighbors_by_layer(docgraph, node, layer, data=False): """ Get all neighboring nodes belonging to (any of) the given layer(s), A neighboring node is a node that the given node connects to with an outgoing edge. Parameters ---------- docgraph : DiscourseDocumentGraph docum...	[ "def", "select_neighbors_by_layer", "(", "docgraph", ",", "node", ",", "layer", ",", "data", "=", "False", ")", ":", "for", "node_id", "in", "docgraph", ".", "neighbors_iter", "(", "node", ")", ":", "node_layers", "=", "docgraph", ".", "node", "[", "node_i...	37.83871	20.225806
def scheme_specification(cls): """ :meth:`.WSchemeHandler.scheme_specification` method implementation """ return WSchemeSpecification( 'ftp', WURIComponentVerifier(WURI.Component.username, WURIComponentVerifier.Requirement.optional), WURIComponentVerifier(WURI.Component.password, WURIComponentVerifier.Re...	[ "def", "scheme_specification", "(", "cls", ")", ":", "return", "WSchemeSpecification", "(", "'ftp'", ",", "WURIComponentVerifier", "(", "WURI", ".", "Component", ".", "username", ",", "WURIComponentVerifier", ".", "Requirement", ".", "optional", ")", ",", "WURICom...	52	29.9
def script_item_encode(self, target_system, target_component, seq, name): ''' Message encoding a mission script item. This message is emitted upon a request for the next script item. target_system : System ID (uint8_t) target_c...	[ "def", "script_item_encode", "(", "self", ",", "target_system", ",", "target_component", ",", "seq", ",", "name", ")", ":", "return", "MAVLink_script_item_message", "(", "target_system", ",", "target_component", ",", "seq", ",", "name", ")" ]	52.583333	32.916667
def to_color(self, value, maxvalue, scale, minvalue=0.0): """ convert continuous values into colors using matplotlib colorscales :param value: value to be converted :param maxvalue: max value in the colorscale :param scale: lin, log, sqrt :param minvalue: minimum of the i...	[ "def", "to_color", "(", "self", ",", "value", ",", "maxvalue", ",", "scale", ",", "minvalue", "=", "0.0", ")", ":", "if", "scale", "==", "'lin'", ":", "if", "minvalue", ">=", "maxvalue", ":", "raise", "Exception", "(", "'minvalue must be less than maxvalue'"...	38.526316	19.842105
def untldict2py(untl_dict): """Convert a UNTL dictionary into a Python object.""" # Create the root element. untl_root = PYUNTL_DISPATCH['metadata']() untl_py_list = [] for element_name, element_list in untl_dict.items(): # Loop through the element dictionaries in the element list. f...	[ "def", "untldict2py", "(", "untl_dict", ")", ":", "# Create the root element.", "untl_root", "=", "PYUNTL_DISPATCH", "[", "'metadata'", "]", "(", ")", "untl_py_list", "=", "[", "]", "for", "element_name", ",", "element_list", "in", "untl_dict", ".", "items", "("...	44.25	12.807692
def _combine_results(self, match_as_dict): '''Combine results from different parsed parts: we look for non-empty results in values like 'postal_code_b' or 'postal_code_c' and store them as main value. So 'postal_code_b':'123456' becomes: ...	[ "def", "_combine_results", "(", "self", ",", "match_as_dict", ")", ":", "keys", "=", "[", "]", "vals", "=", "[", "]", "for", "k", ",", "v", "in", "six", ".", "iteritems", "(", "match_as_dict", ")", ":", "if", "k", "[", "-", "2", ":", "]", "in", ...	37.217391	12.26087
def goodnode(self, nodelist): ''' Goes through the provided list and returns the first server node that does not return an error. ''' l = len(nodelist) for n in range(self.current_node(l), l): self.msg.message("Trying node " + str(n) + ": " + nodelist[n]) ...	[ "def", "goodnode", "(", "self", ",", "nodelist", ")", ":", "l", "=", "len", "(", "nodelist", ")", "for", "n", "in", "range", "(", "self", ".", "current_node", "(", "l", ")", ",", "l", ")", ":", "self", ".", "msg", ".", "message", "(", "\"Trying n...	39.411765	13.058824
def connect_socket(root_dir): """Connect to a daemon's socket. Args: root_dir (str): The directory that used as root by the daemon. Returns: socket.socket: A socket that is connected to the daemon. """ # Get config directory where the daemon socket is located config_dir = os.pa...	[ "def", "connect_socket", "(", "root_dir", ")", ":", "# Get config directory where the daemon socket is located", "config_dir", "=", "os", ".", "path", ".", "join", "(", "root_dir", ",", "'.config/pueue'", ")", "# Create Socket and exit with 1, if socket can't be created", "tr...	32.92	21.36
def Decode(self, encoded_data): """Decode the encoded data. Args: encoded_data (byte): encoded data. Returns: tuple(bytes, bytes): decoded data and remaining encoded data. Raises: BackEndError: if the base32 stream cannot be decoded. """ try: decoded_data = base64.b32d...	[ "def", "Decode", "(", "self", ",", "encoded_data", ")", ":", "try", ":", "decoded_data", "=", "base64", ".", "b32decode", "(", "encoded_data", ",", "casefold", "=", "False", ")", "except", "(", "TypeError", ",", "binascii", ".", "Error", ")", "as", "exce...	27.4	21.9
def start(self, retry_limit=None): """ Try to connect to Twitter's streaming API. :param retry_limit: The maximum number of retries in case of failures. Default is None (unlimited) :raises :class:`~tweepy.error.TweepyError`: If there's some critical API error """ # Run t...	[ "def", "start", "(", "self", ",", "retry_limit", "=", "None", ")", ":", "# Run tweepy stream", "wrapper_listener", "=", "TweepyWrapperListener", "(", "listener", "=", "self", ".", "listener", ")", "stream", "=", "tweepy", ".", "Stream", "(", "auth", "=", "se...	45.8	24.666667
def get_pallete_length(grid): """ Takes a 2d grid and figures out how many different elements are in it, so that we know how big to make the palette. Also avoids the unfortunate red/green palette that results from too few elements. Returns int indicating the length the palette should have. """ ...	[ "def", "get_pallete_length", "(", "grid", ")", ":", "elements", "=", "list", "(", "set", "(", "flatten_array", "(", "grid", ")", ")", ")", "length", "=", "len", "(", "elements", ")", "if", "type", "(", "elements", "[", "0", "]", ")", "is", "str", "...	38.375	19.5
def _run(self): """Internal function to run the impact function with profiling.""" LOGGER.info('ANALYSIS : The impact function is starting.') step_count = len(analysis_steps) self.callback(0, step_count, analysis_steps['initialisation']) # Set a unique name for this impact ...	[ "def", "_run", "(", "self", ")", ":", "LOGGER", ".", "info", "(", "'ANALYSIS : The impact function is starting.'", ")", "step_count", "=", "len", "(", "analysis_steps", ")", "self", ".", "callback", "(", "0", ",", "step_count", ",", "analysis_steps", "[", "'in...	46.525424	20.166102
def reset_all_to_coefficients(self): """ Resets the IOSystem and all extensions to coefficients. This method calls reset_to_coefficients for the IOSystem and for all Extensions in the system Note ----- The system can not be reconstructed after this steps becaus...	[ "def", "reset_all_to_coefficients", "(", "self", ")", ":", "self", ".", "reset_to_coefficients", "(", ")", "[", "ee", ".", "reset_to_coefficients", "(", ")", "for", "ee", "in", "self", ".", "get_extensions", "(", "data", "=", "True", ")", "]", "self", ".",...	34.333333	22
def insert(self, table, kwargs, execute=True): """.. :py:method:: Usage:: >>> insert('hospital', {'id': '12de3wrv', 'province': 'shanghai'}) insert into hospital (id, province) values ('12de3wrv', 'shanghai'); :param string table: table name :param dict kwargs:...	[ "def", "insert", "(", "self", ",", "table", ",", "kwargs", ",", "execute", "=", "True", ")", ":", "sql", "=", "\"insert into \"", "+", "table", "+", "\" ({}) values ({});\"", "keys", ",", "values", "=", "[", "]", ",", "[", "]", "[", "(", "keys", ".",...	36.136364	23
def resolve_operands(self, encoding_map, operation, pc): """ Converts generic register references (such as $t0, $t1, etc), immediate values, and jump addresses to their binary equivalents. """ convert = Encoder.to_binary branch_replace = False jump_replace = False...	[ "def", "resolve_operands", "(", "self", ",", "encoding_map", ",", "operation", ",", "pc", ")", ":", "convert", "=", "Encoder", ".", "to_binary", "branch_replace", "=", "False", "jump_replace", "=", "False", "for", "operand", ",", "value", "in", "encoding_map",...	44.836364	24.4
async def Set(self, annotations): ''' annotations : typing.Sequence[~EntityAnnotations] Returns -> typing.Sequence[~ErrorResult] ''' # map input types to rpc msg _params = dict() msg = dict(type='Annotations', request='Set', v...	[ "async", "def", "Set", "(", "self", ",", "annotations", ")", ":", "# map input types to rpc msg", "_params", "=", "dict", "(", ")", "msg", "=", "dict", "(", "type", "=", "'Annotations'", ",", "request", "=", "'Set'", ",", "version", "=", "2", ",", "param...	32.357143	11.785714
def FIR_fix_header(fname_out, h): """ Write FIR Fixed-Point Filter Header Files Mark Wickert February 2015 """ M = len(h) hq = int16(rint(h * 2 ** 15)) N = 8 # Coefficients per line f = open(fname_out, 'wt') f.write('//define a FIR coefficient Array\n\n') f.writ...	[ "def", "FIR_fix_header", "(", "fname_out", ",", "h", ")", ":", "M", "=", "len", "(", "h", ")", "hq", "=", "int16", "(", "rint", "(", "h", "", "2", "*", "15", ")", ")", "N", "=", "8", "# Coefficients per line\r", "f", "=", "open", "(", "fname_ou...	34.235294	15.176471
def __get_query_agg_ts(cls, field, time_field, interval=None, time_zone=None, start=None, end=None, agg_type='count', offset=None): """ Create an es_dsl aggregation object for getting the time series values for a field. :param field: field t...	[ "def", "__get_query_agg_ts", "(", "cls", ",", "field", ",", "time_field", ",", "interval", "=", "None", ",", "time_zone", "=", "None", ",", "start", "=", "None", ",", "end", "=", "None", ",", "agg_type", "=", "'count'", ",", "offset", "=", "None", ")",...	48.192308	26.634615
def fun_wv(xchannel, crpix1, crval1, cdelt1): """Compute wavelengths from channels. The wavelength calibration is provided through the usual parameters CRPIX1, CRVAL1 and CDELT1. Parameters ---------- xchannel : numpy array Input channels where the wavelengths will be evaluated. cr...	[ "def", "fun_wv", "(", "xchannel", ",", "crpix1", ",", "crval1", ",", "cdelt1", ")", ":", "wv", "=", "crval1", "+", "(", "xchannel", "-", "crpix1", ")", "*", "cdelt1", "return", "wv" ]	22.4	21.52
def NewFromJSON(data): """ Create a new SharedFile instance from a JSON dict. Args: data (dict): JSON dictionary representing a SharedFile. Returns: A SharedFile instance. """ return SharedFile( sharekey=data.get('sharekey', None), ...	[ "def", "NewFromJSON", "(", "data", ")", ":", "return", "SharedFile", "(", "sharekey", "=", "data", ".", "get", "(", "'sharekey'", ",", "None", ")", ",", "name", "=", "data", ".", "get", "(", "'name'", ",", "None", ")", ",", "user", "=", "User", "."...	36.3	11.766667
def dumpBlock(self, block_name): """ API the list all information related with the block_name :param block_name: Name of block to be dumped (Required) :type block_name: str """ try: return self.dbsBlock.dumpBlock(block_name) except HTTPError as he: ...	[ "def", "dumpBlock", "(", "self", ",", "block_name", ")", ":", "try", ":", "return", "self", ".", "dbsBlock", ".", "dumpBlock", "(", "block_name", ")", "except", "HTTPError", "as", "he", ":", "raise", "he", "except", "dbsException", "as", "de", ":", "dbsE...	39.833333	22.055556
def _zero_many(self, i, j): """Sets value at each (i, j) to zero, preserving sparsity structure. Here (i,j) index major and minor respectively. """ i, j, M, N = self._prepare_indices(i, j) n_samples = len(i) offsets = np.empty(n_samples, dtype=self.indices.dtype) ret = _sparsetools.csr_sam...	[ "def", "_zero_many", "(", "self", ",", "i", ",", "j", ")", ":", "i", ",", "j", ",", "M", ",", "N", "=", "self", ".", "_prepare_indices", "(", "i", ",", "j", ")", "n_samples", "=", "len", "(", "i", ")", "offsets", "=", "np", ".", "empty", "(",...	38.65	18.7
def _update_bcbiovm(): """Update or install a local bcbiovm install with tools and dependencies. """ print("## CWL support with bcbio-vm") python_env = "python=3" conda_bin, env_name = _add_environment("bcbiovm", python_env) channels = _get_conda_channels(conda_bin) base_cmd = [conda_bin, "i...	[ "def", "_update_bcbiovm", "(", ")", ":", "print", "(", "\"## CWL support with bcbio-vm\"", ")", "python_env", "=", "\"python=3\"", "conda_bin", ",", "env_name", "=", "_add_environment", "(", "\"bcbiovm\"", ",", "python_env", ")", "channels", "=", "_get_conda_channels"...	50.636364	17.181818

def twisted_absolute_path(path, request): """Hack to fix twisted not accepting absolute URIs""" parsed = urlparse.urlparse(request.uri) if parsed.scheme != '': path_parts = parsed.path.lstrip('/').split('/') request.prepath = path_parts[0:1] request.postpath = path_parts[1:] ...

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def nearest_neighbor(self, vectors, num=10, batch_size=100, show_progressbar=False, return_names=True): """ Find the nearest neighbors to some arbitrary vector. This func...

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def static_method(cls, f): """Decorator which dynamically binds static methods to the model for later use.""" setattr(cls, f.__name__, staticmethod(f)) return f

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def rate_limit_info(): """ Returns (requests_remaining, minutes_to_reset) """ import json import time r = requests.get(gh_url + "/rate_limit", auth=login.auth()) out = json.loads(r.text) mins = (out["resources"]["core"]["reset"]-time.time())/60 return out["resources"]["core"]["remaining"], ...

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def create_overwrites_for_quarter(self, col_to_overwrites, next_qtr_start_idx, last_per_qtr, quarters_with_estimates_for_sid, requ...

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def download_large(self, image, url_field='url'): """Downlaod the binary data of an image attachment at large size. :param str url_field: the field of the image with the right URL :return: binary image data :rtype: bytes """ return self.download(image, url_field=url_fie...

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def UploadSignedConfigBlob(content, aff4_path, client_context=None, limit=None, token=None): """Upload a signed blob into the datastore. Args: content: File content to upload. aff4_path: aff4 path to...

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def get_ansible_groups(group_map): """ Constructs a list of :class:`ansible.inventory.group.Group` objects from a map of lists of host strings. """ # Some of this logic is cribbed from # ansible.inventory.script.InventoryScript all_hosts = {} group_all = Group('all') groups = [group...

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def visit_Set(self, pattern): """ Set have unordered values. """ if len(pattern.elts) > MAX_UNORDERED_LENGTH: raise DamnTooLongPattern("Pattern for Set is too long") return (isinstance(self.node, Set) and any(self.check_list(self.node.elts, pattern_elts) ...

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def wait_until(obj, att, desired, callback=None, interval=5, attempts=0, verbose=False, verbose_atts=None): """ When changing the state of an object, it will commonly be in a transitional state until the change is complete. This will reload the object every `interval` seconds, and check its `att...

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def mac_address_table_consistency_check_mac_consistency_check_interval(self, **kwargs): """Auto Generated Code """ config = ET.Element("config") mac_address_table = ET.SubElement(config, "mac-address-table", xmlns="urn:brocade.com:mgmt:brocade-mac-address-table") consistency_chec...

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def _setup_configuration(self): """ All steps are accepted as classes. Instantiate them with the right configuration and set them in a local property. """ self.configuration = dict( schema_cls=self.schema_cls, allowed_actions=self.allowed_actions, ...

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def set(*args, **kw): """Set IRAF environment variables.""" if len(args) == 0: if len(kw) != 0: # normal case is only keyword,value pairs for keyword, value in kw.items(): keyword = untranslateName(keyword) svalue = str(value) _var...

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def send(self, sender: PytgbotApiBot): """ Send the message via pytgbot. :param sender: The bot instance to send with. :type sender: pytgbot.bot.Bot :rtype: PytgbotApiMessage """ return sender.send_document( # receiver, self.media, disable_notificat...

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def synthese(self, month=None): """ month format: YYYYMM """ if month is None and self.legislature == '2012-2017': raise AssertionError('Global Synthesis on legislature does not work, see https://github.com/regardscitoyens/nosdeputes.fr/issues/69') if month is None: ...

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def add_group_email_grant(self, permission, email_address, headers=None): """ Convenience method that provides a quick way to add an email group grant to a key. This method retrieves the current ACL, creates a new grant based on the parameters passed in, adds that grant to the ACL and ...

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def fiscal_code(self, gender: Optional[Gender] = None) -> str: """Return a random fiscal code. :param gender: Gender's enum object. :return: Fiscal code. Example: RSSMRA66R05D612U """ code = ''.join(self.random.choices(string.ascii_uppercase, k=6)) ...

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def result(self): """ Get the table used for the results of the query. If the query is incomplete, this blocks. Raises: Exception if we timed out waiting for results or the query failed. """ self.wait() if self.failed: raise Exception('Query failed: %s' % str(self.errors)) return se...

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def avl_release_parent(node): """ removes the parent of a child """ parent = node.parent if parent is not None: if parent.right is node: parent.right = None elif parent.left is node: parent.left = None else: raise AssertionError('impossible...

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def tree_statistics(tree): """ prints the types and counts of elements present in a SaltDocument tree, e.g.:: layers: 3 sDocument: 1 nodes: 252 labels: 2946 edges: 531 """ all_elements = tree.findall('//') tag_counter = defaultdict(int) for element i...

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def gather_facts_list(self, file): """ Return a list of facts. """ facts = [] contents = utils.file_to_string(os.path.join(self.paths["role"], file)) contents = re.sub(r"\s+", "", contents) matches = self.regex_facts.findal...

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def run_cmds_on_all_switches(self, cmds): """Runs all cmds on all configured switches This helper is used for ACL and rule creation/deletion as ACLs and rules must exist on all switches. """ for switch in self._switches.values(): self.run_openstack_sg_cmds(cmds, swit...

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def WriteClientMetadata(self, client_id, certificate=None, fleetspeak_enabled=None, first_seen=None, last_ping=None, last_clock=None, last...

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def create_appointment_group(self, appointment_group, **kwargs): """ Create a new Appointment Group. :calls: `POST /api/v1/appointment_groups \ <https://canvas.instructure.com/doc/api/appointment_groups.html#method.appointment_groups.create>`_ :param appointment_group: The attr...

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def getContextsForExpressions(self, body, getFingerprint=None, startIndex=0, maxResults=5, sparsity=1.0): """Bulk get contexts for input expressions Args: body, ExpressionOperation: The JSON encoded expression to be evaluated (required) getFingerprint, bool: Configure if the fing...

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def w(self, units=None): """ This returns a single array containing the phase-space positions. Parameters ---------- units : `~gala.units.UnitSystem` (optional) The unit system to represent the position and velocity in before combining into the full array...

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def write(self, fptr): """Write a JPEG 2000 Signature box to file. """ fptr.write(struct.pack('>I4s', 12, b'jP ')) fptr.write(struct.pack('>BBBB', *self.signature))

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def anonymous_login_view(request): ''' View for an admin to log her/himself out and login the anonymous user. ''' logout(request) try: spineless = User.objects.get(username=ANONYMOUS_USERNAME) except User.DoesNotExist: random_password = User.objects.make_random_password() spinele...

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def appendData(self, xdata, ydata, color='b', legendstr=None): """Adds the data to the plot :param xdata: index values for data, plotted on x-axis :type xdata: numpy.ndarray :param ydata: value data to plot, dimension must match xdata :type ydata: numpy.ndarray """ ...

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def container_rename_folder(object_id, input_params={}, always_retry=False, **kwargs): """ Invokes the /container-xxxx/renameFolder API method. For more info, see: https://wiki.dnanexus.com/API-Specification-v1.0.0/Folders-and-Deletion#API-method%3A-%2Fclass-xxxx%2FrenameFolder """ return DXHTTPReq...

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def parse(file_path): '''Parse a YAML or JSON file.''' _, ext = path.splitext(file_path) if ext in ('.yaml', '.yml'): func = yaml.load elif ext == '.json': func = json.load else: raise ValueError("Unrecognized config file type %s" % ext) with open(file_path, 'r') as ...

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20.625

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def reorder_resource_views(self, resource_views): # type: (List[Union[ResourceView,Dict,str]]) -> None """Order resource views in resource. Args: resource_views (List[Union[ResourceView,Dict,str]]): A list of either resource view ids or resource views metadata from ResourceView obje...

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def _create_session(self, username, password): """Create HTTP session. Args: username (str): Timesketch username password (str): Timesketch password Returns: requests.Session: Session object. """ session = requests.Session() session.verify = False # Depending on SSL cert is ...

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def run(self, node): """ Captures the use of locals() in render function. """ if self.get_call_name(node) != 'render': return issues = [] for arg in node.args: if isinstance(arg, ast.Call) and arg.func.id == 'locals': issues.append(...

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30.125

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def revoke_tokens(self): """ Revoke the authorization token and all tokens that were generated using it. """ self.is_active = False self.save() self.refresh_token.revoke_tokens()

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def p_primary_expr_no_brace_4(self, p): """primary_expr_no_brace : LPAREN expr RPAREN""" if isinstance(p[2], self.asttypes.GroupingOp): # this reduces the grouping operator to one. p[0] = p[2] else: p[0] = self.asttypes.GroupingOp(expr=p[2]) p[0].s...

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40.125

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def create(self, container, instances=None, map_name=None, **kwargs): """ Creates container instances for a container configuration. :param container: Container name. :type container: unicode | str :param instances: Instance name to create. If not specified, will create all inst...

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def get_default_options(num_machines=1, max_wallclock_seconds=1800, withmpi=False): """ Return an instance of the options dictionary with the minimally required parameters for a JobCalculation and set to default values unless overriden :param num_machines: set the number of nodes, default=1 :param ...

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def texto_decimal(valor, remover_zeros=True): """Converte um valor :py:class:`decimal.Decimal` para texto, com a opção de remover os zeros à direita não significativos. A conversão para texto irá considerar o :py:module:`locale` para converter o texto pronto para apresentação. :param decimal.Decima...

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def get_scaled_cutout_wdht(self, x1, y1, x2, y2, new_wd, new_ht, method='basic'): """Extract a region of the image defined by corners (x1, y1) and (x2, y2) and resample it to fit dimensions (new_wd, new_ht). `method` describes the method of interpolation used, whe...

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def _gcs_list_keys(bucket, pattern): """ List all Google Cloud Storage keys in a specified bucket that match a pattern. """ data = [{'Name': obj.metadata.name, 'Type': obj.metadata.content_type, 'Size': obj.metadata.size, 'Updated': obj.metadata.updated_on} for obj in _gcs...

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55

11.5

def make_reply(msgname, types, arguments, major): """Helper method for constructing a reply message from a list or tuple. Parameters ---------- msgname : str Name of the reply message. types : list of kattypes The types of the reply message parameters (in order). arguments : lis...

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34.173913

17.913043

def list_dms (archive, compression, cmd, verbosity, interactive): """List a DMS archive.""" check_archive_ext(archive) return [cmd, 'v', archive]

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38.5

11.25

def add_organization(db, organization): """Add an organization to the registry. This function adds an organization to the registry. It checks first whether the organization is already on the registry. When it is not found, the new organization is added. Otherwise, it raises a 'AlreadyExistsError' e...

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38.52381

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def GetValueByPath(self, path_segments): """Retrieves a plist value by path. Args: path_segments (list[str]): path segment strings relative to the root of the plist. Returns: object: The value of the key specified by the path or None. """ key = self.root_key for path_segm...

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21.090909

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def site_coordination_numbers( self ): """ Returns a dictionary of the coordination numbers for each site label. e.g.:: { 'A' : { 4 }, 'B' : { 2, 4 } } Args: none Returns: coordination_numbers (Dict(Str:Set(Int))): dictionary of coordinatio...

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36.647059

24.294118

def get_active_clients(): """Get a list of all active clients and their status""" global drivers if not drivers: return jsonify([]) result = {client: get_client_info(client) for client in drivers} return jsonify(result)

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26.777778

21.555556

def volume_down(self, delta=0.1): """ Decrement the volume by 0.1 (or delta) unless it is already 0. Returns the new volume. """ if delta <= 0: raise ValueError( "volume delta must be greater than zero, not {}".format(delta)) return self.set_volume(sel...

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42.875

13.5

def send_at(self, value): """A unix timestamp specifying when your email should be delivered. :param value: A unix timestamp specifying when your email should be delivered. :type value: SendAt, int """ if isinstance(value, SendAt): if value.personaliz...

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37.923077

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def date_suggestions(): """ Returns a list of relative date that is presented to the user as auto complete suggestions. """ # don't use strftime, prevent locales to kick in days_of_week = { 0: "Monday", 1: "Tuesday", 2: "Wednesday", 3: "Thursday", 4: "Frid...

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23.2

19.533333

def prepare_docset( source, dest, name, index_page, enable_js, online_redirect_url ): """ Create boilerplate files & directories and copy vanilla docs inside. Return a tuple of path to resources and connection to sqlite db. """ resources = os.path.join(dest, "Contents", "Resources") docs = ...

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32.153846

19.897436

def match(self, messy_data, threshold=0.5, n_matches=1, generator=False): # pragma: no cover """Identifies pairs of records that refer to the same entity, returns tuples containing a set of record ids and a confidence score as a float between 0 and 1. The record_ids within each set should refer...

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44.25

27.194444

def from_query(query, engine=None, limit=None): """ Execute an ORM style query, and return the result in :class:`prettytable.PrettyTable`. :param query: an ``sqlalchemy.orm.Query`` object. :param engine: an ``sqlalchemy.engine.base.Engine`` object. :param limit: int, limit rows to return. ...

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30.157895

16.578947

def enable_cloud_integration(self, id, **kwargs): # noqa: E501 """Enable a specific cloud integration # noqa: E501 # noqa: E501 This method makes a synchronous HTTP request by default. To make an asynchronous HTTP request, please pass async_req=True >>> thread = api.enable_c...

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43.238095

20.047619

def H9(self): "Entropy." if not hasattr(self, '_H9'): self._H9 = -(self.P * np.log(self.P + self.eps)).sum(2).sum(1) return self._H9

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32.8

20.8

def publish(dataset_uri): """Return access URL to HTTP enabled (published) dataset. Exits with error code 1 if the dataset_uri is not a dataset. Exits with error code 2 if the dataset cannot be HTTP enabled. """ try: dataset = dtoolcore.DataSet.from_uri(dataset_uri) except dtoolcore.Dt...

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29.304348

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def get_uint16(self): """Read the next token and interpret it as a 16-bit unsigned integer. @raises dns.exception.SyntaxError: @rtype: int """ value = self.get_int() if value < 0 or value > 65535: raise dns.exception.SyntaxError('%d is not an unsigne...

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29.666667

19.083333

def mousePressEvent(self, event): """ Overloads when a mouse press occurs. If in editable mode, and the click occurs on a selected index, then the editor will be created and no selection change will occur. :param event | <QMousePressEvent> """ item ...

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37.638889

18.694444

def format(self, record): """Space debug messages for more legibility.""" if record.levelno == logging.DEBUG: record.msg = ' {}'.format(record.msg) return super(AuditLogFormatter, self).format(record)

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46.4

9.4

def transform(self, buffer, mode=None, vertices=-1, *, first=0, instances=1) -> None: ''' Transform vertices. Stores the output in a single buffer. The transform primitive (mode) must be the same as the input primitive of the GeometryShader. Args: ...

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38.095238

26.285714

def _compute_k(self, tau): r"""Evaluate the kernel directly at the given values of `tau`. Parameters ---------- tau : :py:class:`Matrix`, (`M`, `D`) `M` inputs with dimension `D`. Returns ------- k : :py:class:`Array`, (`M`,) ...

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30.2

14.8

def list_subdirs(self, marker=None, limit=None, prefix=None, delimiter=None, full_listing=False): """ Return a list of the namesrepresenting the pseudo-subdirectories in this container. You can use the marker and limit params to handle pagination, and the prefix param to filt...

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56.818182

23.545455

def _send_commit_request(self, retry_delay=None, attempt=None): """Send a commit request with our last_processed_offset""" # If there's a _commit_call, and it's not active, clear it, it probably # just called us... if self._commit_call and not self._commit_call.active(): self...

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43.228571

18.942857

def save(self, filename): """Save metadata to XML file""" with io.open(filename,'w',encoding='utf-8') as f: f.write(self.xml())

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38

10.25

def get_hash(self, ireq, ireq_hashes=None): """ Retrieve hashes for a specific ``InstallRequirement`` instance. :param ireq: An ``InstallRequirement`` to retrieve hashes for :type ireq: :class:`~pip_shims.InstallRequirement` :return: A set of hashes. :rtype: Set ...

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44.606061

21.333333

def encode(self, word): """Return the Norphone code. Parameters ---------- word : str The word to transform Returns ------- str The Norphone code Examples -------- >>> pe = Norphone() >>> pe.encode('Hansen...

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25.39759

19.843373

def _fetchall(self, query, vars, limit=None, offset=0): """ Return multiple rows. """ if limit is None: limit = current_app.config['DEFAULT_PAGE_SIZE'] query += ' LIMIT %s OFFSET %s''' % (limit, offset) cursor = self.get_db().cursor() self._log(cursor,...

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35.636364

8.545455

def get_logged_in_account(token_manager=None, app_url=defaults.APP_URL): """ get the account details for logged in account of the auth token_manager """ return get_logged_in_account(token_manager=token_manager, app_url=app_url)['id']

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37.75

16

def merge_global_settings(config, cli_options): # type: (dict, dict) -> None """Merge "global" CLI options into main config :param dict config: config dict :param dict cli_options: cli options """ # check for valid version from YAML if (not blobxfer.util.is_none_or_empty(config) and ...

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44.288462

13.182692

def make_curve(report, success_name, fail_names): """ Make a success-failure curve. :param report: A confidence report (the type of object saved by make_confidence_report.py) :param success_name: see plot_report_from_path :param fail_names: see plot_report_from_path :returns: fail_optimal: list of f...

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41.885714

20.674286

def matches(self, properties): """ Tests if the given criterion matches this LDAP criterion :param properties: A dictionary of properties :return: True if the properties matches this criterion, else False """ try: # Use the comparator return self....

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35.076923

17.692308

def fixed_vectors_encoding(index_encoded_sequences, letter_to_vector_df): """ Given a `n` x `k` matrix of integers such as that returned by `index_encoding()` and a dataframe mapping each index to an arbitrary vector, return a `n * k * m` array where the (`i`, `j`)'th element is `letter_to_vector_df.ilo...

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38.230769

25.461538

def _numpy24to32bit(data:np.ndarray, bigendian:bool=False) -> np.ndarray: """ data is a ubyte array of shape = (size,) (interleaved channels if multichannel) """ target = np.zeros((data.shape[0] * 4 / 3,), dtype=np.ubyte) if not bigendian: target[3::4] = data[2::3] target[2::4] ...

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31.052632

13.263158

def _initialize_slots(self, seed, hashvalues): '''Initialize the slots of the LeanMinHash. Args: seed (int): The random seed controls the set of random permutation functions generated for this LeanMinHash. hashvalues: The hash values is the internal state of the ...

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42.1

24.5

def create_deep_linking_urls(self, url_params): """ Bulk Creates Deep Linking URLs See the URL https://dev.branch.io/references/http_api/#bulk-creating-deep-linking-urls :param url_params: Array of values returned from "create_deep_link_url(..., skip_api_call=True)" :return: Th...

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def get_resource_usage(self): """GetResourceUsage. [Preview API] Gets information about build resources in the system. :rtype: :class:`<BuildResourceUsage> <azure.devops.v5_0.build.models.BuildResourceUsage>` """ response = self._send(http_method='GET', ...

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def sortino_ratio(returns, required_return=0, period=DAILY, annualization=None, out=None, _downside_risk=None): """ Determines the Sortino ratio of a strategy. Parameters ---------- returns : pd.Series or np.n...

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def select_neighbors_by_layer(docgraph, node, layer, data=False): """ Get all neighboring nodes belonging to (any of) the given layer(s), A neighboring node is a node that the given node connects to with an outgoing edge. Parameters ---------- docgraph : DiscourseDocumentGraph docum...

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def scheme_specification(cls): """ :meth:`.WSchemeHandler.scheme_specification` method implementation """ return WSchemeSpecification( 'ftp', WURIComponentVerifier(WURI.Component.username, WURIComponentVerifier.Requirement.optional), WURIComponentVerifier(WURI.Component.password, WURIComponentVerifier.Re...

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def script_item_encode(self, target_system, target_component, seq, name): ''' Message encoding a mission script item. This message is emitted upon a request for the next script item. target_system : System ID (uint8_t) target_c...

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def to_color(self, value, maxvalue, scale, minvalue=0.0): """ convert continuous values into colors using matplotlib colorscales :param value: value to be converted :param maxvalue: max value in the colorscale :param scale: lin, log, sqrt :param minvalue: minimum of the i...

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def untldict2py(untl_dict): """Convert a UNTL dictionary into a Python object.""" # Create the root element. untl_root = PYUNTL_DISPATCH['metadata']() untl_py_list = [] for element_name, element_list in untl_dict.items(): # Loop through the element dictionaries in the element list. f...

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44.25

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def _combine_results(self, match_as_dict): '''Combine results from different parsed parts: we look for non-empty results in values like 'postal_code_b' or 'postal_code_c' and store them as main value. So 'postal_code_b':'123456' becomes: ...

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def goodnode(self, nodelist): ''' Goes through the provided list and returns the first server node that does not return an error. ''' l = len(nodelist) for n in range(self.current_node(l), l): self.msg.message("Trying node " + str(n) + ": " + nodelist[n]) ...

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def connect_socket(root_dir): """Connect to a daemon's socket. Args: root_dir (str): The directory that used as root by the daemon. Returns: socket.socket: A socket that is connected to the daemon. """ # Get config directory where the daemon socket is located config_dir = os.pa...

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32.92

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def Decode(self, encoded_data): """Decode the encoded data. Args: encoded_data (byte): encoded data. Returns: tuple(bytes, bytes): decoded data and remaining encoded data. Raises: BackEndError: if the base32 stream cannot be decoded. """ try: decoded_data = base64.b32d...

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def start(self, retry_limit=None): """ Try to connect to Twitter's streaming API. :param retry_limit: The maximum number of retries in case of failures. Default is None (unlimited) :raises :class:`~tweepy.error.TweepyError`: If there's some critical API error """ # Run t...

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45.8

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def get_pallete_length(grid): """ Takes a 2d grid and figures out how many different elements are in it, so that we know how big to make the palette. Also avoids the unfortunate red/green palette that results from too few elements. Returns int indicating the length the palette should have. """ ...

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38.375

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def _run(self): """Internal function to run the impact function with profiling.""" LOGGER.info('ANALYSIS : The impact function is starting.') step_count = len(analysis_steps) self.callback(0, step_count, analysis_steps['initialisation']) # Set a unique name for this impact ...

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def reset_all_to_coefficients(self): """ Resets the IOSystem and all extensions to coefficients. This method calls reset_to_coefficients for the IOSystem and for all Extensions in the system Note ----- The system can not be reconstructed after this steps becaus...

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def insert(self, table, kwargs, execute=True): """.. :py:method:: Usage:: >>> insert('hospital', {'id': '12de3wrv', 'province': 'shanghai'}) insert into hospital (id, province) values ('12de3wrv', 'shanghai'); :param string table: table name :param dict kwargs:...

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def resolve_operands(self, encoding_map, operation, pc): """ Converts generic register references (such as $t0, $t1, etc), immediate values, and jump addresses to their binary equivalents. """ convert = Encoder.to_binary branch_replace = False jump_replace = False...

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44.836364

24.4

async def Set(self, annotations): ''' annotations : typing.Sequence[~EntityAnnotations] Returns -> typing.Sequence[~ErrorResult] ''' # map input types to rpc msg _params = dict() msg = dict(type='Annotations', request='Set', v...

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def FIR_fix_header(fname_out, h): """ Write FIR Fixed-Point Filter Header Files Mark Wickert February 2015 """ M = len(h) hq = int16(rint(h * 2 ** 15)) N = 8 # Coefficients per line f = open(fname_out, 'wt') f.write('//define a FIR coefficient Array\n\n') f.writ...

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def __get_query_agg_ts(cls, field, time_field, interval=None, time_zone=None, start=None, end=None, agg_type='count', offset=None): """ Create an es_dsl aggregation object for getting the time series values for a field. :param field: field t...

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48.192308

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def fun_wv(xchannel, crpix1, crval1, cdelt1): """Compute wavelengths from channels. The wavelength calibration is provided through the usual parameters CRPIX1, CRVAL1 and CDELT1. Parameters ---------- xchannel : numpy array Input channels where the wavelengths will be evaluated. cr...

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22.4

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def NewFromJSON(data): """ Create a new SharedFile instance from a JSON dict. Args: data (dict): JSON dictionary representing a SharedFile. Returns: A SharedFile instance. """ return SharedFile( sharekey=data.get('sharekey', None), ...

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36.3

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def dumpBlock(self, block_name): """ API the list all information related with the block_name :param block_name: Name of block to be dumped (Required) :type block_name: str """ try: return self.dbsBlock.dumpBlock(block_name) except HTTPError as he: ...

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def _zero_many(self, i, j): """Sets value at each (i, j) to zero, preserving sparsity structure. Here (i,j) index major and minor respectively. """ i, j, M, N = self._prepare_indices(i, j) n_samples = len(i) offsets = np.empty(n_samples, dtype=self.indices.dtype) ret = _sparsetools.csr_sam...

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38.65

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def _update_bcbiovm(): """Update or install a local bcbiovm install with tools and dependencies. """ print("## CWL support with bcbio-vm") python_env = "python=3" conda_bin, env_name = _add_environment("bcbiovm", python_env) channels = _get_conda_channels(conda_bin) base_cmd = [conda_bin, "i...

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50.636364

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