kejian/codesearchnet-python-linelen40-full

text stringlengths 89 104k	code_tokens list	avg_line_len float64 7.91 980	score float64 0 630
def highs(self, assets, dt): """ The high field's aggregation returns the largest high seen between the market open and the current dt. If there has been no data on or before the `dt` the high is `nan`. Returns ------- np.array with dtype=float64, in order of ass...	[ "def", "highs", "(", "self", ",", "assets", ",", "dt", ")", ":", "market_open", ",", "prev_dt", ",", "dt_value", ",", "entries", "=", "self", ".", "_prelude", "(", "dt", ",", "'high'", ")", "highs", "=", "[", "]", "session_label", "=", "self", ".", ...	39.264706	15.029412
def update_context(cls, base_context, str_or_dict, template_path=None): """Helper method to structure initial message context data. NOTE: updates `base_context` inplace. :param dict base_context: context dict to update :param dict, str str_or_dict: text representing a message, or a dic...	[ "def", "update_context", "(", "cls", ",", "base_context", ",", "str_or_dict", ",", "template_path", "=", "None", ")", ":", "if", "isinstance", "(", "str_or_dict", ",", "dict", ")", ":", "base_context", ".", "update", "(", "str_or_dict", ")", "base_context", ...	40.526316	20.315789
def _find_players(self, boxscore): """ Find all players for each team. Iterate through every player for both teams as found in the boxscore tables and create a list of instances of the BoxscorePlayer class for each player. Return lists of player instances comprising the away and...	[ "def", "_find_players", "(", "self", ",", "boxscore", ")", ":", "player_dict", "=", "{", "}", "tables", "=", "self", ".", "_find_boxscore_tables", "(", "boxscore", ")", "for", "table", "in", "tables", ":", "player_dict", "=", "self", ".", "_extract_player_st...	37.035714	22.392857
def set_objective_sense(self, sense): """Set type of problem (maximize or minimize).""" if sense not in (ObjectiveSense.Minimize, ObjectiveSense.Maximize): raise ValueError('Invalid objective sense') self._p.ModelSense = self.OBJ_SENSE_MAP[sense]	[ "def", "set_objective_sense", "(", "self", ",", "sense", ")", ":", "if", "sense", "not", "in", "(", "ObjectiveSense", ".", "Minimize", ",", "ObjectiveSense", ".", "Maximize", ")", ":", "raise", "ValueError", "(", "'Invalid objective sense'", ")", "self", ".", ...	39.714286	21
def addvPPfunc(self,solution): ''' Adds the marginal marginal value function to an existing solution, so that the next solver can evaluate vPP and thus use cubic interpolation. Parameters ---------- solution : ConsumerSolution The solution to this single peri...	[ "def", "addvPPfunc", "(", "self", ",", "solution", ")", ":", "vPPfuncNow", "=", "MargMargValueFunc2D", "(", "solution", ".", "cFunc", ",", "self", ".", "CRRA", ")", "solution", ".", "vPPfunc", "=", "vPPfuncNow", "return", "solution" ]	37	24.8
def _move_to_desired_location(self): """Animate movement to desired location on map.""" self._next_update = 100000 x_start = self._convert_longitude(self._longitude) y_start = self._convert_latitude(self._latitude) x_end = self._convert_longitude(self._desired_longitude) ...	[ "def", "_move_to_desired_location", "(", "self", ")", ":", "self", ".", "_next_update", "=", "100000", "x_start", "=", "self", ".", "_convert_longitude", "(", "self", ".", "_longitude", ")", "y_start", "=", "self", ".", "_convert_latitude", "(", "self", ".", ...	54.62963	20.851852
def add_redirect(self, name, proto, host_ip, host_port, guest_ip, guest_port): """Adds a new NAT port-forwarding rule. in name of type str The name of the rule. An empty name is acceptable, in which case the NAT engine auto-generates one using the other parameters. in p...	[ "def", "add_redirect", "(", "self", ",", "name", ",", "proto", ",", "host_ip", ",", "host_port", ",", "guest_ip", ",", "guest_port", ")", ":", "if", "not", "isinstance", "(", "name", ",", "basestring", ")", ":", "raise", "TypeError", "(", "\"name can only ...	48.025	25.325
def is_url(value, *kwargs): """Indicate whether ``value`` is a URL. .. note:: URL validation is...complicated. The methodology that we have adopted here is generally* compliant with `RFC 1738 <https://tools.ietf.org/html/rfc1738>`_, `RFC 6761 <https://tools.ietf.org/html/rfc6761>`_, ...	[ "def", "is_url", "(", "value", ",", "", "", "kwargs", ")", ":", "try", ":", "value", "=", "validators", ".", "url", "(", "value", ",", "", "", "kwargs", ")", "except", "SyntaxError", "as", "error", ":", "raise", "error", "except", "Exception", ":...	36.540541	25.72973
def compute_context_vector(self, prev_state, inputs, precomputed_values=None, mask=None): """ Compute the context vector with soft attention. """ precomputed_values = precomputed_values if precomputed_values else self.precompute(inputs) align_weights = self.compute_alignments(pre...	[ "def", "compute_context_vector", "(", "self", ",", "prev_state", ",", "inputs", ",", "precomputed_values", "=", "None", ",", "mask", "=", "None", ")", ":", "precomputed_values", "=", "precomputed_values", "if", "precomputed_values", "else", "self", ".", "precomput...	56.5	26.5
def delete_collection_api_service(self, **kwargs): """ delete collection of APIService This method makes a synchronous HTTP request by default. To make an asynchronous HTTP request, please pass async_req=True >>> thread = api.delete_collection_api_service(async_req=True) ...	[ "def", "delete_collection_api_service", "(", "self", ",", "", "", "kwargs", ")", ":", "kwargs", "[", "'_return_http_data_only'", "]", "=", "True", "if", "kwargs", ".", "get", "(", "'async_req'", ")", ":", "return", "self", ".", "delete_collection_api_service_w...	167.481481	138.740741
def _add_membership_multicast_socket(self): """ Make membership request to multicast :rtype: None """ self._membership_request = socket.inet_aton(self._multicast_group) \ + socket.inet_aton(self._multicast_ip) # Send add membership request to socket ...	[ "def", "_add_membership_multicast_socket", "(", "self", ")", ":", "self", ".", "_membership_request", "=", "socket", ".", "inet_aton", "(", "self", ".", "_multicast_group", ")", "+", "socket", ".", "inet_aton", "(", "self", ".", "_multicast_ip", ")", "# Send add...	32.647059	13.823529
def addSubEditor(self, subEditor, isFocusProxy=False): """ Adds a sub editor to the layout (at the right but before the reset button) Will add the necessary event filter to handle tabs and sets the strong focus so that events will not propagate to the tree view. If isFocusPr...	[ "def", "addSubEditor", "(", "self", ",", "subEditor", ",", "isFocusProxy", "=", "False", ")", ":", "self", ".", "hBoxLayout", ".", "insertWidget", "(", "len", "(", "self", ".", "_subEditors", ")", ",", "subEditor", ")", "self", ".", "_subEditors", ".", "...	39.941176	21.529412
def _set_ignore_delete_all_response(self, v, load=False): """ Setter method for ignore_delete_all_response, mapped from YANG variable /vcenter/discovery/ignore_delete_all_response (container) If this variable is read-only (config: false) in the source YANG file, then _set_ignore_delete_all_response is c...	[ "def", "_set_ignore_delete_all_response", "(", "self", ",", "v", ",", "load", "=", "False", ")", ":", "if", "hasattr", "(", "v", ",", "\"_utype\"", ")", ":", "v", "=", "v", ".", "_utype", "(", "v", ")", "try", ":", "t", "=", "YANGDynClass", "(", "v...	79.5	38.666667
def _gettables(self): """Return a list of hdf5 tables name PyMCsamples. """ groups = self._h5file.list_nodes("/") if len(groups) == 0: return [] else: return [ gr.PyMCsamples for gr in groups if gr._v_name[:5] == 'chain']	[ "def", "_gettables", "(", "self", ")", ":", "groups", "=", "self", ".", "_h5file", ".", "list_nodes", "(", "\"/\"", ")", "if", "len", "(", "groups", ")", "==", "0", ":", "return", "[", "]", "else", ":", "return", "[", "gr", ".", "PyMCsamples", "for...	29.3	17.9
def plot_eigh(self, colorbar=True, cb_orientation='vertical', tick_interval=[60, 60], minor_tick_interval=[20, 20], xlabel='Longitude', ylabel='Latitude', axes_labelsize=9, tick_labelsize=8, show=True, fname=None, **kwargs): """ Plo...	[ "def", "plot_eigh", "(", "self", ",", "colorbar", "=", "True", ",", "cb_orientation", "=", "'vertical'", ",", "tick_interval", "=", "[", "60", ",", "60", "]", ",", "minor_tick_interval", "=", "[", "20", ",", "20", "]", ",", "xlabel", "=", "'Longitude'", ...	43.435294	19.435294
def encrypt_with_caching(kms_cmk_arn, max_age_in_cache, cache_capacity): """Encrypts a string using an AWS KMS customer master key (CMK) and data key caching. :param str kms_cmk_arn: Amazon Resource Name (ARN) of the KMS customer master key :param float max_age_in_cache: Maximum time in seconds that a cach...	[ "def", "encrypt_with_caching", "(", "kms_cmk_arn", ",", "max_age_in_cache", ",", "cache_capacity", ")", ":", "# Data to be encrypted", "my_data", "=", "\"My plaintext data\"", "# Security thresholds", "# Max messages (or max bytes per) data key are optional", "MAX_ENTRY_MESSAGES", ...	38.538462	25.153846
def _pop_digits(char_list): """Pop consecutive digits from the front of list and return them Pops any and all consecutive digits from the start of the provided character list and returns them as a list of string digits. Operates on (and possibly alters) the passed list. :param list char_list: a li...	[ "def", "_pop_digits", "(", "char_list", ")", ":", "logger", ".", "debug", "(", "'_pop_digits(%s)'", ",", "char_list", ")", "digits", "=", "[", "]", "while", "len", "(", "char_list", ")", "!=", "0", "and", "char_list", "[", "0", "]", ".", "isdigit", "("...	36.444444	15.611111
def ensure_local_net( network_name: str = DOCKER_STARCRAFT_NETWORK, subnet_cidr: str = SUBNET_CIDR ) -> None: """ Create docker local net if not found. :raises docker.errors.APIError """ logger.info(f"checking whether docker has network {network_name}") ipam_pool = docker.types....	[ "def", "ensure_local_net", "(", "network_name", ":", "str", "=", "DOCKER_STARCRAFT_NETWORK", ",", "subnet_cidr", ":", "str", "=", "SUBNET_CIDR", ")", "->", "None", ":", "logger", ".", "info", "(", "f\"checking whether docker has network {network_name}\"", ")", "ipam_p...	41.833333	18.722222
def run_with_graph_transformation(self) -> Iterable[BELGraph]: """Calculate scores for all leaves until there are none, removes edges until there are, and repeats until all nodes have been scored. Also, yields the current graph at every step so you can make a cool animation of how the graph chan...	[ "def", "run_with_graph_transformation", "(", "self", ")", "->", "Iterable", "[", "BELGraph", "]", ":", "yield", "self", ".", "get_remaining_graph", "(", ")", "while", "not", "self", ".", "done_chomping", "(", ")", ":", "while", "not", "list", "(", "self", ...	50.142857	14.142857
def merge(self, dataset): """ Merge the specified dataset on top of the existing data. This replaces all values in the existing dataset with the values from the given dataset. Args: dataset (TaskData): A reference to the TaskData object that should be merged ...	[ "def", "merge", "(", "self", ",", "dataset", ")", ":", "def", "merge_data", "(", "source", ",", "dest", ")", ":", "for", "key", ",", "value", "in", "source", ".", "items", "(", ")", ":", "if", "isinstance", "(", "value", ",", "dict", ")", ":", "m...	34.434783	17.434783
def serialize_options(opts): """ A helper method to serialize and processes the options dictionary. """ options = (opts or {}).copy() for key in opts.keys(): if key not in DEFAULT_OPTIONS: LOG.warning("Unknown option passed to Flask-CORS: %s", key) # Ensure origins is a li...	[ "def", "serialize_options", "(", "opts", ")", ":", "options", "=", "(", "opts", "or", "{", "}", ")", ".", "copy", "(", ")", "for", "key", "in", "opts", ".", "keys", "(", ")", ":", "if", "key", "not", "in", "DEFAULT_OPTIONS", ":", "LOG", ".", "war...	38.966667	26.433333
def log_message(self, format, *args): """Log an arbitrary message. This is used by all other logging functions. Override it if you have specific logging wishes. The first argument, FORMAT, is a format string for the message to be logged. If the format string contains ...	[ "def", "log_message", "(", "self", ",", "format", ",", "*", "args", ")", ":", "sys", ".", "stderr", ".", "write", "(", "\"%s - - [%s] %s\\n\"", "%", "(", "self", ".", "address_string", "(", ")", ",", "self", ".", "log_date_time_string", "(", ")", ",", ...	34	18.904762
def create_ui(self): ''' Create UI elements and connect signals. ''' box = Gtk.Box() rotate_left = Gtk.Button('Rotate left') rotate_right = Gtk.Button('Rotate right') flip_horizontal = Gtk.Button('Flip horizontal') flip_vertical = Gtk.Button('Flip vertical...	[ "def", "create_ui", "(", "self", ")", ":", "box", "=", "Gtk", ".", "Box", "(", ")", "rotate_left", "=", "Gtk", ".", "Button", "(", "'Rotate left'", ")", "rotate_right", "=", "Gtk", ".", "Button", "(", "'Rotate right'", ")", "flip_horizontal", "=", "Gtk",...	43.512195	19.268293
def kendalltau_dist(params1, params2=None): r"""Compute the Kendall tau distance between two models. This function computes the Kendall tau distance between the rankings induced by two parameter vectors. Let :math:`\sigma_i` be the rank of item ``i`` in the model described by ``params1``, and :math:`\t...	[ "def", "kendalltau_dist", "(", "params1", ",", "params2", "=", "None", ")", ":", "assert", "params2", "is", "None", "or", "len", "(", "params1", ")", "==", "len", "(", "params2", ")", "ranks1", "=", "rankdata", "(", "params1", ",", "method", "=", "\"or...	36.065217	23.391304
def coords(self): """The (X, Y) coordinates of the tablet tool, in mm from the top left corner of the tablet in its current logical orientation and whether they have changed in this event. Use :meth:`transform_coords` for transforming the axes values into a different coordinate space. Note: On some dev...	[ "def", "coords", "(", "self", ")", ":", "x_changed", "=", "self", ".", "_libinput", ".", "libinput_event_tablet_tool_x_has_changed", "(", "self", ".", "_handle", ")", "y_changed", "=", "self", ".", "_libinput", ".", "libinput_event_tablet_tool_y_has_changed", "(", ...	37.416667	22.708333
def a_connection_timeout(ctx): """Check the prompt and update the drivers.""" prompt = ctx.ctrl.after ctx.msg = "Received the jump host prompt: '{}'".format(prompt) ctx.device.connected = False ctx.finished = True raise ConnectionTimeoutError("Unable to connect to the device.", ctx.ctrl.hostname...	[ "def", "a_connection_timeout", "(", "ctx", ")", ":", "prompt", "=", "ctx", ".", "ctrl", ".", "after", "ctx", ".", "msg", "=", "\"Received the jump host prompt: '{}'\"", ".", "format", "(", "prompt", ")", "ctx", ".", "device", ".", "connected", "=", "False", ...	45	17.285714
def remove_terms_used_in_less_than_num_docs(self, threshold): ''' Parameters ---------- threshold: int Minimum number of documents term should appear in to be kept Returns ------- TermDocMatrix, new object with terms removed. ''' term_...	[ "def", "remove_terms_used_in_less_than_num_docs", "(", "self", ",", "threshold", ")", ":", "term_counts", "=", "self", ".", "_X", ".", "astype", "(", "bool", ")", ".", "astype", "(", "int", ")", ".", "sum", "(", "axis", "=", "0", ")", ".", "A", "[", ...	34.928571	24.928571
def _check_file_field(self, field): """Check that field exists and is a file field""" is_field = field in self.field_names is_file = self.__meta_metadata(field, 'field_type') == 'file' if not (is_field and is_file): msg = "'%s' is not a field or not a 'file' field" % field ...	[ "def", "_check_file_field", "(", "self", ",", "field", ")", ":", "is_field", "=", "field", "in", "self", ".", "field_names", "is_file", "=", "self", ".", "__meta_metadata", "(", "field", ",", "'field_type'", ")", "==", "'file'", "if", "not", "(", "is_field...	42.333333	13.333333
def get_plugins_directory(config_path=None, microdrop_user_root=None): ''' Resolve plugins directory. Plugins directory is resolved as follows, highest-priority first: 1. ``plugins`` directory specified in provided :data:`config_path`. 2. ``plugins`` sub-directory of specified MicroDrop profile ...	[ "def", "get_plugins_directory", "(", "config_path", "=", "None", ",", "microdrop_user_root", "=", "None", ")", ":", "RESOLVED_BY_NONE", "=", "'default'", "RESOLVED_BY_CONFIG_ARG", "=", "'config_path argument'", "RESOLVED_BY_PROFILE_ARG", "=", "'microdrop_user_root argument'",...	43.797468	21.924051
def _process_range_request(self, environ, complete_length=None, accept_ranges=None): """Handle Range Request related headers (RFC7233). If `Accept-Ranges` header is valid, and Range Request is processable, we set the headers as described by the RFC, and wrap the underlying response in a ...	[ "def", "_process_range_request", "(", "self", ",", "environ", ",", "complete_length", "=", "None", ",", "accept_ranges", "=", "None", ")", ":", "from", ".", ".", "exceptions", "import", "RequestedRangeNotSatisfiable", "if", "accept_ranges", "is", "None", ":", "r...	49.428571	22.257143
def book(symbol=None, token='', version=''): '''Book shows IEX’s bids and asks for given symbols. https://iexcloud.io/docs/api/#deep-book Args: symbol (string); Ticker to request token (string); Access token version (string); API version Returns: dict: result ''' ...	[ "def", "book", "(", "symbol", "=", "None", ",", "token", "=", "''", ",", "version", "=", "''", ")", ":", "_raiseIfNotStr", "(", "symbol", ")", "if", "symbol", ":", "return", "_getJson", "(", "'deep/book?symbols='", "+", "symbol", ",", "token", ",", "ve...	27.294118	20.117647
def FromLegacyResponses(cls, request=None, responses=None): """Creates a Responses object from old style flow request and responses.""" res = cls() res.request = request if request: res.request_data = rdf_protodict.Dict(request.data) dropped_responses = [] # The iterator that was returned ...	[ "def", "FromLegacyResponses", "(", "cls", ",", "request", "=", "None", ",", "responses", "=", "None", ")", ":", "res", "=", "cls", "(", ")", "res", ".", "request", "=", "request", "if", "request", ":", "res", ".", "request_data", "=", "rdf_protodict", ...	37.104167	20.46875
def get_transition(self, # suppress(too-many-arguments) line, line_index, column, is_escaped, comment_system_transitions, eof=False): """Get transition from DisabledParser."...	[ "def", "get_transition", "(", "self", ",", "# suppress(too-many-arguments)", "line", ",", "line_index", ",", "column", ",", "is_escaped", ",", "comment_system_transitions", ",", "eof", "=", "False", ")", ":", "# If we are at the beginning of a line, to see if we should", ...	45.196078	16.313725
def clear_search_defaults(self, args=None): """ Clear all search defaults specified by the list of parameter names given as ``args``. If ``args`` is not given, then clear all existing search defaults. Examples:: conn.set_search_defaults(scope=ldap.SCOPE_BASE, attrs...	[ "def", "clear_search_defaults", "(", "self", ",", "args", "=", "None", ")", ":", "if", "args", "is", "None", ":", "self", ".", "_search_defaults", ".", "clear", "(", ")", "else", ":", "for", "arg", "in", "args", ":", "if", "arg", "in", "self", ".", ...	34.666667	17.111111
def ungap_sequences(records, gap_chars=GAP_TABLE): """ Remove gaps from sequences, given an alignment. """ logging.info('Applying _ungap_sequences generator: removing all gap characters') for record in records: yield ungap_all(record, gap_chars)	[ "def", "ungap_sequences", "(", "records", ",", "gap_chars", "=", "GAP_TABLE", ")", ":", "logging", ".", "info", "(", "'Applying _ungap_sequences generator: removing all gap characters'", ")", "for", "record", "in", "records", ":", "yield", "ungap_all", "(", "record", ...	38.142857	11.571429
def iter_modules(self, module=None, filename=None, source=None, excludes=None): """ An iterator for the modules that are imported by the specified module or Python source file. The returned #ModuleInfo objects have their imported_from member filled in order to be able to track how a module was i...	[ "def", "iter_modules", "(", "self", ",", "module", "=", "None", ",", "filename", "=", "None", ",", "source", "=", "None", ",", "excludes", "=", "None", ")", ":", "if", "excludes", "is", "None", ":", "excludes", "=", "self", ".", "excludes", "if", "no...	32.232558	21.813953
def not_storable(_type): """ Helper for tagging unserializable types. Arguments: _type (type): type to be ignored. Returns: Storable: storable instance that does not poke. """ return Storable(_type, handlers=StorableHandler(poke=fake_poke, peek=fail_peek(_type)))	[ "def", "not_storable", "(", "_type", ")", ":", "return", "Storable", "(", "_type", ",", "handlers", "=", "StorableHandler", "(", "poke", "=", "fake_poke", ",", "peek", "=", "fail_peek", "(", "_type", ")", ")", ")" ]	21.071429	24.357143
def indexXY(self, index): """Coordinates for the test row at index Re-implemented from :meth:`AbstractDragView<sparkle.gui.abstract_drag_view.AbstractDragView.indexXY>` """ # just want the top left of row selected row = index.row() if row == -1: row = self....	[ "def", "indexXY", "(", "self", ",", "index", ")", ":", "# just want the top left of row selected", "row", "=", "index", ".", "row", "(", ")", "if", "row", "==", "-", "1", ":", "row", "=", "self", ".", "model", "(", ")", ".", "rowCount", "(", ")", "y"...	34.727273	17.727273
def updateAxes(self, maxAxis): """Ensures that there are entries for max_axis axes in the menu (selected by default).""" if maxAxis > len(self._axisId): for i in range(len(self._axisId) + 1, maxAxis + 1, 1): menuId =wx.NewId() self._axisId.append(menuI...	[ "def", "updateAxes", "(", "self", ",", "maxAxis", ")", ":", "if", "maxAxis", ">", "len", "(", "self", ".", "_axisId", ")", ":", "for", "i", "in", "range", "(", "len", "(", "self", ".", "_axisId", ")", "+", "1", ",", "maxAxis", "+", "1", ",", "1...	50	10.666667
def generate_common_reg_log_config(json_value): """Generate common logtail config from loaded json value :param json_value: :return: """ input_detail = copy.deepcopy(json_value['inputDetail']) output_detail = json_value['outputDetail'] logSample = json_value.get(...	[ "def", "generate_common_reg_log_config", "(", "json_value", ")", ":", "input_detail", "=", "copy", ".", "deepcopy", "(", "json_value", "[", "'inputDetail'", "]", ")", "output_detail", "=", "json_value", "[", "'outputDetail'", "]", "logSample", "=", "json_value", "...	47	20.382353
def get_search_fields(cls): """ Returns search fields in sfdict """ sfdict = {} for klass in tuple(cls.__bases__) + (cls, ): if hasattr(klass, 'search_fields'): sfdict.update(klass.search_fields) return sfdict	[ "def", "get_search_fields", "(", "cls", ")", ":", "sfdict", "=", "{", "}", "for", "klass", "in", "tuple", "(", "cls", ".", "__bases__", ")", "+", "(", "cls", ",", ")", ":", "if", "hasattr", "(", "klass", ",", "'search_fields'", ")", ":", "sfdict", ...	30.777778	9.222222
def _filter_cluster_data(self): """ Filter the cluster data catalog into the filtered_data catalog, which is what is shown in the H-R diagram. Filter on the values of the sliders, as well as the lasso selection in the skyviewer. """ min_temp = self.temperature_ra...	[ "def", "_filter_cluster_data", "(", "self", ")", ":", "min_temp", "=", "self", ".", "temperature_range_slider", ".", "value", "[", "0", "]", "max_temp", "=", "self", ".", "temperature_range_slider", ".", "value", "[", "1", "]", "temp_mask", "=", "np", ".", ...	38.971429	21.771429
def _elect_dest_broker(self, victim_partition): """Select first under loaded brokers preferring not having partition of same topic as victim partition. """ under_loaded_brokers = sorted( [ broker for broker in self._brokers if (...	[ "def", "_elect_dest_broker", "(", "self", ",", "victim_partition", ")", ":", "under_loaded_brokers", "=", "sorted", "(", "[", "broker", "for", "broker", "in", "self", ".", "_brokers", "if", "(", "victim_partition", "not", "in", "broker", ".", "partitions", "an...	34.555556	13.481481
def satosa_logging(logger, level, message, state, **kwargs): """ Adds a session ID to the message. :type logger: logging :type level: int :type message: str :type state: satosa.state.State :param logger: Logger to use :param level: Logger level (ex: logging.DEBUG/logging.WARN/...) ...	[ "def", "satosa_logging", "(", "logger", ",", "level", ",", "message", ",", "state", ",", "", "", "kwargs", ")", ":", "if", "state", "is", "None", ":", "session_id", "=", "\"UNKNOWN\"", "else", ":", "try", ":", "session_id", "=", "state", "[", "LOGGER...	31.791667	17.458333
def _add_tc_script(self): """ generates tc_script.sh and adds it to included files """ # fill context context = dict(tc_options=self.config.get('tc_options', [])) # import pdb; pdb.set_trace() contents = self._render_template('tc_script.sh', context) self....	[ "def", "_add_tc_script", "(", "self", ")", ":", "# fill context", "context", "=", "dict", "(", "tc_options", "=", "self", ".", "config", ".", "get", "(", "'tc_options'", ",", "[", "]", ")", ")", "# import pdb; pdb.set_trace()", "contents", "=", "self", ".", ...	37.133333	14.466667
def from_dict(cls, fields, mapping): """ Create a Record from a dictionary of field mappings. The fields object is used to determine the column indices of fields in the mapping. Args: fields: the Relation schema for the table of this record mapping: a ...	[ "def", "from_dict", "(", "cls", ",", "fields", ",", "mapping", ")", ":", "iterable", "=", "[", "None", "]", "*", "len", "(", "fields", ")", "for", "key", ",", "value", "in", "mapping", ".", "items", "(", ")", ":", "try", ":", "index", "=", "field...	34.181818	15.272727
def get_nameid_data(request, key=None): """ Gets the NameID Data of the the Logout Request :param request: Logout Request Message :type request: string\|DOMDocument :param key: The SP key :type key: string :return: Name ID Data (Value, Format, NameQualifier, SPName...	[ "def", "get_nameid_data", "(", "request", ",", "key", "=", "None", ")", ":", "elem", "=", "OneLogin_Saml2_XML", ".", "to_etree", "(", "request", ")", "name_id", "=", "None", "encrypted_entries", "=", "OneLogin_Saml2_XML", ".", "query", "(", "elem", ",", "'/s...	40.272727	21.636364
def combine(self, name_all=None, out_ndx=None, operation='\|', defaultgroups=False): """Combine individual groups into a single one and write output. :Keywords: name_all : string Name of the combined group, ``None`` generates a name. [``None``] out_ndx : filename ...	[ "def", "combine", "(", "self", ",", "name_all", "=", "None", ",", "out_ndx", "=", "None", ",", "operation", "=", "'\|'", ",", "defaultgroups", "=", "False", ")", ":", "if", "not", "operation", "in", "(", "'\|'", ",", "'&'", ",", "False", ")", ":", "r...	48.367816	25.321839
def r_num(obj): """Read list of numbers.""" if isinstance(obj, (list, tuple)): it = iter else: it = LinesIterator dataset = Dataset([Dataset.FLOAT]) return dataset.load(it(obj))	[ "def", "r_num", "(", "obj", ")", ":", "if", "isinstance", "(", "obj", ",", "(", "list", ",", "tuple", ")", ")", ":", "it", "=", "iter", "else", ":", "it", "=", "LinesIterator", "dataset", "=", "Dataset", "(", "[", "Dataset", ".", "FLOAT", "]", ")...	25.75	13.125
def fill(self, doc_contents): """ Fill the content of the document with the information in doc_contents. This is different from the TextDocument fill function, because this will check for symbools in the values of `doc_content` and replace them to good XML codes before filling the templa...	[ "def", "fill", "(", "self", ",", "doc_contents", ")", ":", "for", "key", ",", "content", "in", "doc_contents", ".", "items", "(", ")", ":", "doc_contents", "[", "key", "]", "=", "replace_chars_for_svg_code", "(", "content", ")", "return", "super", "(", "...	38.2	23.15
def get_traceback_stxt(): """ Result is (bytes) str type on Python 2 and (unicode) str type on Python 3. """ #/ exc_cls, exc_obj, tb_obj = sys.exc_info() #/ txt_s = traceback.format_exception(exc_cls, exc_obj, tb_obj) #/ res = ''.join...	[ "def", "get_traceback_stxt", "(", ")", ":", "#/", "exc_cls", ",", "exc_obj", ",", "tb_obj", "=", "sys", ".", "exc_info", "(", ")", "#/", "txt_s", "=", "traceback", ".", "format_exception", "(", "exc_cls", ",", "exc_obj", ",", "tb_obj", ")", "#/", "res", ...	24.142857	23
def _update_page_resources(*, page, font, font_key, procset): """Update this page's fonts with a reference to the Glyphless font""" if '/Resources' not in page: page['/Resources'] = pikepdf.Dictionary({}) resources = page['/Resources'] try: fonts = resources['/Font'] except KeyError...	[ "def", "_update_page_resources", "(", "*", ",", "page", ",", "font", ",", "font_key", ",", "procset", ")", ":", "if", "'/Resources'", "not", "in", "page", ":", "page", "[", "'/Resources'", "]", "=", "pikepdf", ".", "Dictionary", "(", "{", "}", ")", "re...	37.764706	16.882353
def expensive_task_gen(num=8700): r""" Runs a task that takes some time Args: num (int): (default = 8700) CommandLine: python -m utool.util_alg expensive_task_gen --show Example: >>> # DISABLE_DOCTEST >>> from utool.util_alg import * # NOQA >>> import utoo...	[ "def", "expensive_task_gen", "(", "num", "=", "8700", ")", ":", "import", "utool", "as", "ut", "#time_list = []", "for", "x", "in", "range", "(", "0", ",", "num", ")", ":", "with", "ut", ".", "Timer", "(", "verbose", "=", "False", ")", "as", "t", "...	34.466667	14.4
def weekly_growth(self, weeks): """Calculate the weekly growth in percentage, and rounds to one digit. Parameters ---------- weeks Number of weeks to calculate growth over. Returns ------- growth_factor A real number such that...	[ "def", "weekly_growth", "(", "self", ",", "weeks", ")", ":", "start", ",", "end", "=", "self", ".", "start_weight", ",", "self", ".", "final_weight", "growth_factor", "=", "(", "(", "end", "/", "start", ")", "**", "(", "1", "/", "weeks", ")", "-", ...	27.307692	21.115385
def auto_init(autofile, force_init=False): """ Initialize a repo-specific configuration file to execute dgit Parameters ---------- autofile: Repo-specific configuration file (dgit.json) force_init: Flag to force to re-initialization of the configuration file """ if os.path.exists(aut...	[ "def", "auto_init", "(", "autofile", ",", "force_init", "=", "False", ")", ":", "if", "os", ".", "path", ".", "exists", "(", "autofile", ")", "and", "not", "force_init", ":", "try", ":", "autooptions", "=", "json", ".", "loads", "(", "open", "(", "au...	31.610738	18.134228
def to_example(dictionary): """Helper: build tf.Example from (string -> int/float/str list) dictionary.""" features = {} for (k, v) in six.iteritems(dictionary): if not v: raise ValueError("Empty generated field: %s" % str((k, v))) if isinstance(v[0], six.integer_types): features[k] = tf.train...	[ "def", "to_example", "(", "dictionary", ")", ":", "features", "=", "{", "}", "for", "(", "k", ",", "v", ")", "in", "six", ".", "iteritems", "(", "dictionary", ")", ":", "if", "not", "v", ":", "raise", "ValueError", "(", "\"Empty generated field: %s\"", ...	50.05	19.05
def env_set(context): """Set $ENVs to specified string. from the pypyr context. Args: context: is dictionary-like. context is mandatory. context['env']['set'] must exist. It's a dictionary. Values are strings to write to $ENV. Keys are the names of the...	[ "def", "env_set", "(", "context", ")", ":", "env_set", "=", "context", "[", "'env'", "]", ".", "get", "(", "'set'", ",", "None", ")", "exists", "=", "False", "if", "env_set", ":", "logger", ".", "debug", "(", "\"started\"", ")", "for", "k", ",", "v...	31.022222	22.177778
def new(self): # type: () -> None ''' A method to create a new UDF Logical Volume Implementation Use. Parameters: None. Returns: Nothing. ''' if self._initialized: raise pycdlibexception.PyCdlibInternalError('UDF Logical Volume Imple...	[ "def", "new", "(", "self", ")", ":", "# type: () -> None", "if", "self", ".", "_initialized", ":", "raise", "pycdlibexception", ".", "PyCdlibInternalError", "(", "'UDF Logical Volume Implementation Use already initialized'", ")", "self", ".", "impl_id", "=", "UDFEntityI...	27.76	23.28
def route(cls, path): """A decorator to indicate that a method should be a routable HTTP endpoint. .. code-block:: python from compactor.process import Process class WebProcess(Process): @Process.route('/hello/world') def hello_world(self, handler): return hand...	[ "def", "route", "(", "cls", ",", "path", ")", ":", "if", "not", "path", ".", "startswith", "(", "'/'", ")", ":", "raise", "ValueError", "(", "'Routes must start with \"/\"'", ")", "def", "wrap", "(", "fn", ")", ":", "setattr", "(", "fn", ",", "cls", ...	27.931034	21.965517
def c32ToB58(c32string, version=-1): """ >>> c32ToB58('SP2J6ZY48GV1EZ5V2V5RB9MP66SW86PYKKNRV9EJ7') '1FzTxL9Mxnm2fdmnQEArfhzJHevwbvcH6d' >>> c32ToB58('SM2J6ZY48GV1EZ5V2V5RB9MP66SW86PYKKQVX8X0G') '3GgUssdoWh5QkoUDXKqT6LMESBDf8aqp2y' >>> c32ToB58('ST2J6ZY48GV1EZ5V2V5RB9MP66SW86PYKKQYAC0RQ') 'mv...	[ "def", "c32ToB58", "(", "c32string", ",", "version", "=", "-", "1", ")", ":", "addr_version", ",", "addr_hash160", "=", "c32addressDecode", "(", "c32string", ")", "bitcoin_version", "=", "None", "if", "version", "<", "0", ":", "bitcoin_version", "=", "addr_v...	41.225806	16.193548
def get_audits(): """Get OS hardening Secure TTY audits. :returns: dictionary of audits """ audits = [] audits.append(TemplatedFile('/etc/securetty', SecureTTYContext(), template_dir=TEMPLATES_DIR, mode=0o0400, user='root', group='roo...	[ "def", "get_audits", "(", ")", ":", "audits", "=", "[", "]", "audits", ".", "append", "(", "TemplatedFile", "(", "'/etc/securetty'", ",", "SecureTTYContext", "(", ")", ",", "template_dir", "=", "TEMPLATES_DIR", ",", "mode", "=", "0o0400", ",", "user", "=",...	33.3	19.6
def fig_network_input_structure(fig, params, bottom=0.1, top=0.9, transient=200, T=[800, 1000], Df= 0., mlab= True, NFFT=256, srate=1000, window=plt.mlab.window_hanning, noverlap=256*3/4, letters='abcde', flim=(4, 400), show_titles=True, show_xlabels=True, show_CSD=False): ''' This fig...	[ "def", "fig_network_input_structure", "(", "fig", ",", "params", ",", "bottom", "=", "0.1", ",", "top", "=", "0.9", ",", "transient", "=", "200", ",", "T", "=", "[", "800", ",", "1000", "]", ",", "Df", "=", "0.", ",", "mlab", "=", "True", ",", "N...	33.895911	21.828996
def colorbar(height, length, colormap): """Return the channels of a colorbar. """ cbar = np.tile(np.arange(length) * 1.0 / (length - 1), (height, 1)) cbar = (cbar * (colormap.values.max() - colormap.values.min()) + colormap.values.min()) return colormap.colorize(cbar)	[ "def", "colorbar", "(", "height", ",", "length", ",", "colormap", ")", ":", "cbar", "=", "np", ".", "tile", "(", "np", ".", "arange", "(", "length", ")", "*", "1.0", "/", "(", "length", "-", "1", ")", ",", "(", "height", ",", "1", ")", ")", "...	36.75	13.5
def doigrf(lon, lat, alt, date, **kwargs): """ Calculates the interpolated (<2015) or extrapolated (>2015) main field and secular variation coefficients and passes them to the Malin and Barraclough routine (function pmag.magsyn) to calculate the field from the coefficients. Parameters: --------...	[ "def", "doigrf", "(", "lon", ",", "lat", ",", "alt", ",", "date", ",", "", "", "kwargs", ")", ":", "from", ".", "import", "coefficients", "as", "cf", "gh", ",", "sv", "=", "[", "]", ",", "[", "]", "colat", "=", "90.", "-", "lat", "#! convert ...	39.818898	18.685039
def path(self, which=None): """Extend ``nailgun.entity_mixins.Entity.path``. The format of the returned path depends on the value of ``which``: add_subscriptions /hosts/<id>/add_subscriptions remove_subscriptions /hosts/<id>/remove_subscriptions ``super...	[ "def", "path", "(", "self", ",", "which", "=", "None", ")", ":", "if", "which", "in", "(", "'add_subscriptions'", ",", "'remove_subscriptions'", ")", ":", "return", "'{0}/{1}'", ".", "format", "(", "super", "(", "HostSubscription", ",", "self", ")", ".", ...	30.095238	16.904762
def assign_objective_requisite(self, objective_id, requisite_objective_id): """Creates a requirement dependency between two ``Objectives``. arg: objective_id (osid.id.Id): the ``Id`` of the dependent ``Objective`` arg: requisite_objective_id (osid.id.Id): the ``Id`` of the...	[ "def", "assign_objective_requisite", "(", "self", ",", "objective_id", ",", "requisite_objective_id", ")", ":", "requisite_type", "=", "Type", "(", "", "", "Relationship", "(", ")", ".", "get_type_data", "(", "'OBJECTIVE.REQUISITE'", ")", ")", "ras", "=", "sel...	51.321429	21.035714
def _nameFromHeaderInfo(headerInfo, isDecoy, decoyTag): """Generates a protein name from headerInfo. If "isDecoy" is True, the "decoyTag" is added to beginning of the generated protein name. :param headerInfo: dict, must contain a key "name" or "id" :param isDecoy: bool, determines if the "decoyTag" is...	[ "def", "_nameFromHeaderInfo", "(", "headerInfo", ",", "isDecoy", ",", "decoyTag", ")", ":", "if", "'name'", "in", "headerInfo", ":", "proteinName", "=", "headerInfo", "[", "'name'", "]", "else", ":", "proteinName", "=", "headerInfo", "[", "'id'", "]", "if", ...	38.411765	19.176471
async def stream_frames(self, frames="allframes", components=None, on_packet=None): """Stream measured frames from QTM until :func:`~qtm.QRTConnection.stream_frames_stop` is called. :param frames: Which frames to receive, possible values are 'allframes', 'frequency:n' or 'freque...	[ "async", "def", "stream_frames", "(", "self", ",", "frames", "=", "\"allframes\"", ",", "components", "=", "None", ",", "on_packet", "=", "None", ")", ":", "if", "components", "is", "None", ":", "components", "=", "[", "\"all\"", "]", "else", ":", "_vali...	41.074074	25.111111
def _onDeviceStatus(self, client, userdata, pahoMessage): """ Internal callback for device status messages, parses source device from topic string and passes the information on to the registerd device status callback """ try: status = Status(pahoMessage) s...	[ "def", "_onDeviceStatus", "(", "self", ",", "client", ",", "userdata", ",", "pahoMessage", ")", ":", "try", ":", "status", "=", "Status", "(", "pahoMessage", ")", "self", ".", "logger", ".", "debug", "(", "\"Received %s action from %s\"", "%", "(", "status",...	47.166667	16.666667
def pipe_tail(context=None, _INPUT=None, conf=None, **kwargs): """Returns a specified number of items from the bottom of a feed. Parameters ---------- context : pipe2py.Context object _INPUT : pipe2py.modules pipe like object (iterable of items) kwargs -- terminal, if the truncation value is wi...	[ "def", "pipe_tail", "(", "context", "=", "None", ",", "_INPUT", "=", "None", ",", "conf", "=", "None", ",", "", "", "kwargs", ")", ":", "conf", "=", "DotDict", "(", "conf", ")", "limit", "=", "conf", ".", "get", "(", "'count'", ",", "func", "="...	29.736842	21.315789
def write_summary(page, args, ifos, skyError=None, ipn=False, ipnError=False): """ Write summary of information to markup.page object page """ from pylal import antenna from lal.gpstime import gps_to_utc, LIGOTimeGPS gps = args.start_time grbdate = gps_to_utc(LIGOTimeGPS(gps))\ ...	[ "def", "write_summary", "(", "page", ",", "args", ",", "ifos", ",", "skyError", "=", "None", ",", "ipn", "=", "False", ",", "ipnError", "=", "False", ")", ":", "from", "pylal", "import", "antenna", "from", "lal", ".", "gpstime", "import", "gps_to_utc", ...	36.588235	18.411765
def btc_script_deserialize(script): """ Given a script (hex or bin), decode it into its list of opcodes and data. Return a list of strings and ints. Based on code in pybitcointools (https://github.com/vbuterin/pybitcointools) by Vitalik Buterin """ if isinstance(script, str) and re.match('...	[ "def", "btc_script_deserialize", "(", "script", ")", ":", "if", "isinstance", "(", "script", ",", "str", ")", "and", "re", ".", "match", "(", "'^[0-9a-fA-F]*$'", ",", "script", ")", ":", "script", "=", "binascii", ".", "unhexlify", "(", "script", ")", "#...	30.109091	20.763636
def _representative_structure_setter(self, structprop, keep_chain, clean=True, keep_chemicals=None, out_suffix='_clean', outdir=None, force_rerun=False): """Set the representative structure by 1) cleaning it and 2) copying over attributes of the original structure. ...	[ "def", "_representative_structure_setter", "(", "self", ",", "structprop", ",", "keep_chain", ",", "clean", "=", "True", ",", "keep_chemicals", "=", "None", ",", "out_suffix", "=", "'_clean'", ",", "outdir", "=", "None", ",", "force_rerun", "=", "False", ")", ...	49.542373	31.305085
def set_writer(self, writer): """ Changes the writer function to handle writing to the text edit. A writer function must have the following prototype: .. code-block:: python def write(text_edit, text, color) :param writer: write function as described above. ...	[ "def", "set_writer", "(", "self", ",", "writer", ")", ":", "if", "self", ".", "_writer", "!=", "writer", "and", "self", ".", "_writer", ":", "self", ".", "_writer", "=", "None", "if", "writer", ":", "self", ".", "_writer", "=", "writer" ]	27.9375	18.9375
def run_analysis(self, argv): """Run this analysis""" args = self._parser.parse_args(argv) if not HAVE_ST: raise RuntimeError( "Trying to run fermipy analysis, but don't have ST") workdir = os.path.dirname(args.config) _config_file = self._clone_conf...	[ "def", "run_analysis", "(", "self", ",", "argv", ")", ":", "args", "=", "self", ".", "_parser", ".", "parse_args", "(", "argv", ")", "if", "not", "HAVE_ST", ":", "raise", "RuntimeError", "(", "\"Trying to run fermipy analysis, but don't have ST\"", ")", "workdir...	43.137255	20.019608
def namedb_get_namespace_by_preorder_hash( cur, preorder_hash, include_history=True ): """ Get a namespace by its preorder hash (regardless of whether or not it was expired.) """ select_query = "SELECT * FROM namespaces WHERE preorder_hash = ?;" namespace_rows = namedb_query_execute( cur, select_qu...	[ "def", "namedb_get_namespace_by_preorder_hash", "(", "cur", ",", "preorder_hash", ",", "include_history", "=", "True", ")", ":", "select_query", "=", "\"SELECT * FROM namespaces WHERE preorder_hash = ?;\"", "namespace_rows", "=", "namedb_query_execute", "(", "cur", ",", "se...	33.590909	24.772727
def is_stalemate(self) -> bool: """Checks if the current position is a stalemate.""" if self.is_check(): return False if self.is_variant_end(): return False return not any(self.generate_legal_moves())	[ "def", "is_stalemate", "(", "self", ")", "->", "bool", ":", "if", "self", ".", "is_check", "(", ")", ":", "return", "False", "if", "self", ".", "is_variant_end", "(", ")", ":", "return", "False", "return", "not", "any", "(", "self", ".", "generate_lega...	27.777778	16.888889
def join(self): """Wait until grid finishes computing.""" self._future = False self._job.poll() self._job = None	[ "def", "join", "(", "self", ")", ":", "self", ".", "_future", "=", "False", "self", ".", "_job", ".", "poll", "(", ")", "self", ".", "_job", "=", "None" ]	28	13.8
def _get_text(self): """ Get the current metadatas """ device = self._get_device() if device is None: return (UNKNOWN_DEVICE, self.py3.COLOR_BAD) if not device["isReachable"] or not device["isTrusted"]: return ( self.py3.safe_forma...	[ "def", "_get_text", "(", "self", ")", ":", "device", "=", "self", ".", "_get_device", "(", ")", "if", "device", "is", "None", ":", "return", "(", "UNKNOWN_DEVICE", ",", "self", ".", "py3", ".", "COLOR_BAD", ")", "if", "not", "device", "[", "\"isReachab...	29.485714	17.142857
def search_regexp(self): """ Define the regexp used for the search """ if ((self.season == "") and (self.episode == "")): # Find serie try: print("%s has %s seasons (the serie is %s)" % (self.tvdb.data['seriesname'], self.tvdb.get_season_number(), ...	[ "def", "search_regexp", "(", "self", ")", ":", "if", "(", "(", "self", ".", "season", "==", "\"\"", ")", "and", "(", "self", ".", "episode", "==", "\"\"", ")", ")", ":", "# Find serie", "try", ":", "print", "(", "\"%s has %s seasons (the serie is %s)\"", ...	48	32.296296
def _find_frame_imports(name, frame): """ Detect imports in the frame, with the required name. Such imports can be considered assignments. Returns True if an import for the given name was found. """ imports = frame.nodes_of_class((astroid.Import, astroid.ImportFrom)) for import_node in imp...	[ "def", "_find_frame_imports", "(", "name", ",", "frame", ")", ":", "imports", "=", "frame", ".", "nodes_of_class", "(", "(", "astroid", ".", "Import", ",", "astroid", ".", "ImportFrom", ")", ")", "for", "import_node", "in", "imports", ":", "for", "import_n...	40.117647	12.352941
def read_file(self, container_name, blob_name, **kwargs): """ Read a file from Azure Blob Storage and return as a string. :param container_name: Name of the container. :type container_name: str :param blob_name: Name of the blob. :type blob_name: str :param kwarg...	[ "def", "read_file", "(", "self", ",", "container_name", ",", "blob_name", ",", "", "", "kwargs", ")", ":", "return", "self", ".", "connection", ".", "get_blob_to_text", "(", "container_name", ",", "blob_name", ",", "", "", "kwargs", ")", ".", "content"...	42.133333	15.466667
def format(self): """PixelFormat: The raw format of the texture. The actual format may differ, but pixel transfers will use this format. """ fmt = ffi.new('Uint32 *') check_int_err(lib.SDL_QueryTexture(self._ptr, fmt, ffi.NULL, ffi.NULL, ffi.NULL)) return ...	[ "def", "format", "(", "self", ")", ":", "fmt", "=", "ffi", ".", "new", "(", "'Uint32 *'", ")", "check_int_err", "(", "lib", ".", "SDL_QueryTexture", "(", "self", ".", "_ptr", ",", "fmt", ",", "ffi", ".", "NULL", ",", "ffi", ".", "NULL", ",", "ffi",...	47.571429	13.428571
def _fixup_perms2(self, remote_paths, remote_user=None, execute=True): """ Mitogen always executes ActionBase helper methods in the context of the target user account, so it is never necessary to modify permissions except to ensure the execute bit is set if requested. """ ...	[ "def", "_fixup_perms2", "(", "self", ",", "remote_paths", ",", "remote_user", "=", "None", ",", "execute", "=", "True", ")", ":", "LOG", ".", "debug", "(", "'_fixup_perms2(%r, remote_user=%r, execute=%r)'", ",", "remote_paths", ",", "remote_user", ",", "execute", ...	55.181818	20.454545
def _incr_exceptions(self, conn): """Increment the number of exceptions for the current connection. :param psycopg2.extensions.connection conn: the psycopg2 connection """ self._pool_manager.get_connection(self.pid, conn).exceptions += 1	[ "def", "_incr_exceptions", "(", "self", ",", "conn", ")", ":", "self", ".", "_pool_manager", ".", "get_connection", "(", "self", ".", "pid", ",", "conn", ")", ".", "exceptions", "+=", "1" ]	37.857143	22.142857
def buildProtocol(self, addr): """Get a new LLRP client protocol object. Consult self.antenna_dict to look up antennas to use. """ self.resetDelay() # reset reconnection backoff state clargs = self.client_args.copy() # optionally configure antennas from self.antenna_di...	[ "def", "buildProtocol", "(", "self", ",", "addr", ")", ":", "self", ".", "resetDelay", "(", ")", "# reset reconnection backoff state", "clargs", "=", "self", ".", "client_args", ".", "copy", "(", ")", "# optionally configure antennas from self.antenna_dict, which looks"...	41.842105	18.684211
def cache_clean_handler(min_age_hours=1): """This periodically cleans up the ~/.astrobase cache to save us from disk-space doom. Parameters ---------- min_age_hours : int Files older than this number of hours from the current time will be deleted. Returns ------- Noth...	[ "def", "cache_clean_handler", "(", "min_age_hours", "=", "1", ")", ":", "# find the files to delete", "cmd", "=", "(", "\"find ~ec2-user/.astrobase -type f -mmin +{mmin} -exec rm -v '{{}}' \\;\"", ")", "mmin", "=", "'%.1f'", "%", "(", "min_age_hours", "*", "60.0", ")", ...	26.65625	24.65625
def abort(self): """ Abort a running command. @return: A new ApiCommand object with the updated information. """ if self.id == ApiCommand.SYNCHRONOUS_COMMAND_ID: return self path = self._path() + '/abort' resp = self._get_resource_root().post(path) return ApiCommand.from_json_dic...	[ "def", "abort", "(", "self", ")", ":", "if", "self", ".", "id", "==", "ApiCommand", ".", "SYNCHRONOUS_COMMAND_ID", ":", "return", "self", "path", "=", "self", ".", "_path", "(", ")", "+", "'/abort'", "resp", "=", "self", ".", "_get_resource_root", "(", ...	28.583333	18.25
def open_tensorboard(log_dir='/tmp/tensorflow', port=6006): """Open Tensorboard. Parameters ---------- log_dir : str Directory where your tensorboard logs are saved port : int TensorBoard port you want to open, 6006 is tensorboard default """ text = "[TL] Open tensorboard, ...	[ "def", "open_tensorboard", "(", "log_dir", "=", "'/tmp/tensorflow'", ",", "port", "=", "6006", ")", ":", "text", "=", "\"[TL] Open tensorboard, go to localhost:\"", "+", "str", "(", "port", ")", "+", "\" to access\"", "text2", "=", "\" not yet supported by this functi...	39.428571	24.821429
def start_parent(): """ Start the parent that will simply run the child forever until stopped. """ while True: args = [sys.executable] + sys.argv new_environ = environ.copy() new_environ["_IN_CHILD"] = 'yes' ret = subprocess.call(args, env=new_environ) if ret !=...	[ "def", "start_parent", "(", ")", ":", "while", "True", ":", "args", "=", "[", "sys", ".", "executable", "]", "+", "sys", ".", "argv", "new_environ", "=", "environ", ".", "copy", "(", ")", "new_environ", "[", "\"_IN_CHILD\"", "]", "=", "'yes'", "ret", ...	27.538462	15.384615
def _get_types_from_sample(result_vars, sparql_results_json): """Return types if homogenous within sample Compare up to 10 rows of results to determine homogeneity. DESCRIBE and CONSTRUCT queries, for example, :param result_vars: :param sparql_results_json: """ total_bindings = len(sparql...	[ "def", "_get_types_from_sample", "(", "result_vars", ",", "sparql_results_json", ")", ":", "total_bindings", "=", "len", "(", "sparql_results_json", "[", "'results'", "]", "[", "'bindings'", "]", ")", "homogeneous_types", "=", "{", "}", "for", "result_var", "in", ...	37.733333	18.466667
def wait_for_tasks(self): """ Wait for one or more tasks to finish or return empty list if we are done. Starts new tasks if we have less than task_at_once currently running. :return: [(Task,object)]: list of (task,result) for finished tasks """ finished_tasks_and_results ...	[ "def", "wait_for_tasks", "(", "self", ")", ":", "finished_tasks_and_results", "=", "[", "]", "while", "len", "(", "finished_tasks_and_results", ")", "==", "0", ":", "if", "self", ".", "is_done", "(", ")", ":", "break", "self", ".", "start_tasks", "(", ")",...	43.357143	15.357143
def fetchall(self, sql: str, args) -> Sequence[Sequence[Any]]: """Executes SQL; returns all rows, or [].""" self.ensure_db_open() cursor = self.db.cursor() self.db_exec_with_cursor(cursor, sql, args) try: rows = cursor.fetchall() return rows exce...	[ "def", "fetchall", "(", "self", ",", "sql", ":", "str", ",", "*", "args", ")", "->", "Sequence", "[", "Sequence", "[", "Any", "]", "]", ":", "self", ".", "ensure_db_open", "(", ")", "cursor", "=", "self", ".", "db", ".", "cursor", "(", ")", "self...	36	14
def p_end_function(p): """ top : top END_FUNCTION """ p[0] = p[1] p[0].append(node.return_stmt(ret=ret_expr)) p[0].append(node.comment_stmt("\nif __name__ == '__main__':\n pass"))	[ "def", "p_end_function", "(", "p", ")", ":", "p", "[", "0", "]", "=", "p", "[", "1", "]", "p", "[", "0", "]", ".", "append", "(", "node", ".", "return_stmt", "(", "ret", "=", "ret_expr", ")", ")", "p", "[", "0", "]", ".", "append", "(", "no...	28.571429	14.285714
def summarize(text, sent_limit=None, char_limit=None, imp_require=None, debug=False, **lexrank_params): ''' Args: text: text to be summarized (unicode string) sent_limit: summary length (the number of sentences) char_limit: summary length (the number of characters) imp_requ...	[ "def", "summarize", "(", "text", ",", "sent_limit", "=", "None", ",", "char_limit", "=", "None", ",", "imp_require", "=", "None", ",", "debug", "=", "False", ",", "", "", "lexrank_params", ")", ":", "debug_info", "=", "{", "}", "sentences", "=", "lis...	31.761905	20.857143
def get_format_extension(fmt): ''' Returns the recommended extension for a given format ''' if fmt is None: return 'dict' fmt = fmt.lower() if fmt not in _converter_map: raise RuntimeError('Unknown basis set format "{}"'.format(fmt)) return _converter_map[fmt]['extension']	[ "def", "get_format_extension", "(", "fmt", ")", ":", "if", "fmt", "is", "None", ":", "return", "'dict'", "fmt", "=", "fmt", ".", "lower", "(", ")", "if", "fmt", "not", "in", "_converter_map", ":", "raise", "RuntimeError", "(", "'Unknown basis set format \"{}...	23.692308	24
def set_passport_data_errors(self, user_id, errors): """ Informs a user that some of the Telegram Passport elements they provided contains errors. The user will not be able to re-submit their Passport to you until the errors are fixed (the contents of the field for which you returned the error must chan...	[ "def", "set_passport_data_errors", "(", "self", ",", "user_id", ",", "errors", ")", ":", "from", "pytgbot", ".", "api_types", ".", "sendable", ".", "passport", "import", "PassportElementError", "assert_type_or_raise", "(", "user_id", ",", "int", ",", "parameter_na...	49.275	36.925
def _validate_auths(self, path, obj, app): """ make sure that apiKey and basicAuth are empty list in Operation object. """ errs = [] for k, v in six.iteritems(obj.authorizations or {}): if k not in app.raw.authorizations: errs.append('auth {0} not fou...	[ "def", "_validate_auths", "(", "self", ",", "path", ",", "obj", ",", "app", ")", ":", "errs", "=", "[", "]", "for", "k", ",", "v", "in", "six", ".", "iteritems", "(", "obj", ".", "authorizations", "or", "{", "}", ")", ":", "if", "k", "not", "in...	39.285714	21.928571
def download(self, job_id, destination=None, timeout=DEFAULT_TIMEOUT, retries=DEFAULT_RETRIES): """ Downloads all screenshots for given job_id to `destination` folder. If `destination` is None, then screenshots will be saved in current directory. """ self._retries_num = 0 ...	[ "def", "download", "(", "self", ",", "job_id", ",", "destination", "=", "None", ",", "timeout", "=", "DEFAULT_TIMEOUT", ",", "retries", "=", "DEFAULT_RETRIES", ")", ":", "self", ".", "_retries_num", "=", "0", "sleep", "(", "timeout", ")", "self", ".", "s...	46.222222	22.222222
def fcomplete(text, state): """Readline completion function: Filenames""" text = os.path.expanduser(text) head, tail = os.path.split(text) search_dir = os.path.join('.', head) candidates = [s for s in os.listdir(search_dir) if s.startswith(tail)] if state >= len(candidates): return No...	[ "def", "fcomplete", "(", "text", ",", "state", ")", ":", "text", "=", "os", ".", "path", ".", "expanduser", "(", "text", ")", "head", ",", "tail", "=", "os", ".", "path", ".", "split", "(", "text", ")", "search_dir", "=", "os", ".", "path", ".", ...	27.210526	18.315789

def highs(self, assets, dt): """ The high field's aggregation returns the largest high seen between the market open and the current dt. If there has been no data on or before the `dt` the high is `nan`. Returns ------- np.array with dtype=float64, in order of ass...

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39.264706

15.029412

def update_context(cls, base_context, str_or_dict, template_path=None): """Helper method to structure initial message context data. NOTE: updates `base_context` inplace. :param dict base_context: context dict to update :param dict, str str_or_dict: text representing a message, or a dic...

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40.526316

20.315789

def _find_players(self, boxscore): """ Find all players for each team. Iterate through every player for both teams as found in the boxscore tables and create a list of instances of the BoxscorePlayer class for each player. Return lists of player instances comprising the away and...

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37.035714

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def set_objective_sense(self, sense): """Set type of problem (maximize or minimize).""" if sense not in (ObjectiveSense.Minimize, ObjectiveSense.Maximize): raise ValueError('Invalid objective sense') self._p.ModelSense = self.OBJ_SENSE_MAP[sense]

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39.714286

21

def addvPPfunc(self,solution): ''' Adds the marginal marginal value function to an existing solution, so that the next solver can evaluate vPP and thus use cubic interpolation. Parameters ---------- solution : ConsumerSolution The solution to this single peri...

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37

24.8

def _move_to_desired_location(self): """Animate movement to desired location on map.""" self._next_update = 100000 x_start = self._convert_longitude(self._longitude) y_start = self._convert_latitude(self._latitude) x_end = self._convert_longitude(self._desired_longitude) ...

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54.62963

20.851852

def add_redirect(self, name, proto, host_ip, host_port, guest_ip, guest_port): """Adds a new NAT port-forwarding rule. in name of type str The name of the rule. An empty name is acceptable, in which case the NAT engine auto-generates one using the other parameters. in p...

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48.025

25.325

def is_url(value, **kwargs): """Indicate whether ``value`` is a URL. .. note:: URL validation is...complicated. The methodology that we have adopted here is *generally* compliant with `RFC 1738 <https://tools.ietf.org/html/rfc1738>`_, `RFC 6761 <https://tools.ietf.org/html/rfc6761>`_, ...

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36.540541

25.72973

def compute_context_vector(self, prev_state, inputs, precomputed_values=None, mask=None): """ Compute the context vector with soft attention. """ precomputed_values = precomputed_values if precomputed_values else self.precompute(inputs) align_weights = self.compute_alignments(pre...

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56.5

26.5

def delete_collection_api_service(self, **kwargs): """ delete collection of APIService This method makes a synchronous HTTP request by default. To make an asynchronous HTTP request, please pass async_req=True >>> thread = api.delete_collection_api_service(async_req=True) ...

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167.481481

138.740741

def _add_membership_multicast_socket(self): """ Make membership request to multicast :rtype: None """ self._membership_request = socket.inet_aton(self._multicast_group) \ + socket.inet_aton(self._multicast_ip) # Send add membership request to socket ...

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32.647059

13.823529

def addSubEditor(self, subEditor, isFocusProxy=False): """ Adds a sub editor to the layout (at the right but before the reset button) Will add the necessary event filter to handle tabs and sets the strong focus so that events will not propagate to the tree view. If isFocusPr...

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39.941176

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def _set_ignore_delete_all_response(self, v, load=False): """ Setter method for ignore_delete_all_response, mapped from YANG variable /vcenter/discovery/ignore_delete_all_response (container) If this variable is read-only (config: false) in the source YANG file, then _set_ignore_delete_all_response is c...

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79.5

38.666667

def _gettables(self): """Return a list of hdf5 tables name PyMCsamples. """ groups = self._h5file.list_nodes("/") if len(groups) == 0: return [] else: return [ gr.PyMCsamples for gr in groups if gr._v_name[:5] == 'chain']

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29.3

17.9

def plot_eigh(self, colorbar=True, cb_orientation='vertical', tick_interval=[60, 60], minor_tick_interval=[20, 20], xlabel='Longitude', ylabel='Latitude', axes_labelsize=9, tick_labelsize=8, show=True, fname=None, **kwargs): """ Plo...

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43.435294

19.435294

def encrypt_with_caching(kms_cmk_arn, max_age_in_cache, cache_capacity): """Encrypts a string using an AWS KMS customer master key (CMK) and data key caching. :param str kms_cmk_arn: Amazon Resource Name (ARN) of the KMS customer master key :param float max_age_in_cache: Maximum time in seconds that a cach...

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38.538462

25.153846

def _pop_digits(char_list): """Pop consecutive digits from the front of list and return them Pops any and all consecutive digits from the start of the provided character list and returns them as a list of string digits. Operates on (and possibly alters) the passed list. :param list char_list: a li...

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36.444444

15.611111

def ensure_local_net( network_name: str = DOCKER_STARCRAFT_NETWORK, subnet_cidr: str = SUBNET_CIDR ) -> None: """ Create docker local net if not found. :raises docker.errors.APIError """ logger.info(f"checking whether docker has network {network_name}") ipam_pool = docker.types....

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41.833333

18.722222

def run_with_graph_transformation(self) -> Iterable[BELGraph]: """Calculate scores for all leaves until there are none, removes edges until there are, and repeats until all nodes have been scored. Also, yields the current graph at every step so you can make a cool animation of how the graph chan...

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50.142857

14.142857

def merge(self, dataset): """ Merge the specified dataset on top of the existing data. This replaces all values in the existing dataset with the values from the given dataset. Args: dataset (TaskData): A reference to the TaskData object that should be merged ...

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34.434783

17.434783

def serialize_options(opts): """ A helper method to serialize and processes the options dictionary. """ options = (opts or {}).copy() for key in opts.keys(): if key not in DEFAULT_OPTIONS: LOG.warning("Unknown option passed to Flask-CORS: %s", key) # Ensure origins is a li...

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38.966667

26.433333

def log_message(self, format, *args): """Log an arbitrary message. This is used by all other logging functions. Override it if you have specific logging wishes. The first argument, FORMAT, is a format string for the message to be logged. If the format string contains ...

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34

18.904762

def create_ui(self): ''' Create UI elements and connect signals. ''' box = Gtk.Box() rotate_left = Gtk.Button('Rotate left') rotate_right = Gtk.Button('Rotate right') flip_horizontal = Gtk.Button('Flip horizontal') flip_vertical = Gtk.Button('Flip vertical...

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43.512195

19.268293

def kendalltau_dist(params1, params2=None): r"""Compute the Kendall tau distance between two models. This function computes the Kendall tau distance between the rankings induced by two parameter vectors. Let :math:`\sigma_i` be the rank of item ``i`` in the model described by ``params1``, and :math:`\t...

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36.065217

23.391304

def coords(self): """The (X, Y) coordinates of the tablet tool, in mm from the top left corner of the tablet in its current logical orientation and whether they have changed in this event. Use :meth:`transform_coords` for transforming the axes values into a different coordinate space. Note: On some dev...

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37.416667

22.708333

def a_connection_timeout(ctx): """Check the prompt and update the drivers.""" prompt = ctx.ctrl.after ctx.msg = "Received the jump host prompt: '{}'".format(prompt) ctx.device.connected = False ctx.finished = True raise ConnectionTimeoutError("Unable to connect to the device.", ctx.ctrl.hostname...

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45

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def remove_terms_used_in_less_than_num_docs(self, threshold): ''' Parameters ---------- threshold: int Minimum number of documents term should appear in to be kept Returns ------- TermDocMatrix, new object with terms removed. ''' term_...

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def _check_file_field(self, field): """Check that field exists and is a file field""" is_field = field in self.field_names is_file = self.__meta_metadata(field, 'field_type') == 'file' if not (is_field and is_file): msg = "'%s' is not a field or not a 'file' field" % field ...

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def get_plugins_directory(config_path=None, microdrop_user_root=None): ''' Resolve plugins directory. Plugins directory is resolved as follows, highest-priority first: 1. ``plugins`` directory specified in provided :data:`config_path`. 2. ``plugins`` sub-directory of specified MicroDrop profile ...

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def _process_range_request(self, environ, complete_length=None, accept_ranges=None): """Handle Range Request related headers (RFC7233). If `Accept-Ranges` header is valid, and Range Request is processable, we set the headers as described by the RFC, and wrap the underlying response in a ...

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def book(symbol=None, token='', version=''): '''Book shows IEX’s bids and asks for given symbols. https://iexcloud.io/docs/api/#deep-book Args: symbol (string); Ticker to request token (string); Access token version (string); API version Returns: dict: result ''' ...

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def FromLegacyResponses(cls, request=None, responses=None): """Creates a Responses object from old style flow request and responses.""" res = cls() res.request = request if request: res.request_data = rdf_protodict.Dict(request.data) dropped_responses = [] # The iterator that was returned ...

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def get_transition(self, # suppress(too-many-arguments) line, line_index, column, is_escaped, comment_system_transitions, eof=False): """Get transition from DisabledParser."...

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def clear_search_defaults(self, args=None): """ Clear all search defaults specified by the list of parameter names given as ``args``. If ``args`` is not given, then clear all existing search defaults. Examples:: conn.set_search_defaults(scope=ldap.SCOPE_BASE, attrs...

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def ungap_sequences(records, gap_chars=GAP_TABLE): """ Remove gaps from sequences, given an alignment. """ logging.info('Applying _ungap_sequences generator: removing all gap characters') for record in records: yield ungap_all(record, gap_chars)

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def iter_modules(self, module=None, filename=None, source=None, excludes=None): """ An iterator for the modules that are imported by the specified *module* or Python source file. The returned #ModuleInfo objects have their *imported_from* member filled in order to be able to track how a module was i...

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def not_storable(_type): """ Helper for tagging unserializable types. Arguments: _type (type): type to be ignored. Returns: Storable: storable instance that does not poke. """ return Storable(_type, handlers=StorableHandler(poke=fake_poke, peek=fail_peek(_type)))

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def indexXY(self, index): """Coordinates for the test row at *index* Re-implemented from :meth:`AbstractDragView<sparkle.gui.abstract_drag_view.AbstractDragView.indexXY>` """ # just want the top left of row selected row = index.row() if row == -1: row = self....

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def updateAxes(self, maxAxis): """Ensures that there are entries for max_axis axes in the menu (selected by default).""" if maxAxis > len(self._axisId): for i in range(len(self._axisId) + 1, maxAxis + 1, 1): menuId =wx.NewId() self._axisId.append(menuI...

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def generate_common_reg_log_config(json_value): """Generate common logtail config from loaded json value :param json_value: :return: """ input_detail = copy.deepcopy(json_value['inputDetail']) output_detail = json_value['outputDetail'] logSample = json_value.get(...

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def get_search_fields(cls): """ Returns search fields in sfdict """ sfdict = {} for klass in tuple(cls.__bases__) + (cls, ): if hasattr(klass, 'search_fields'): sfdict.update(klass.search_fields) return sfdict

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def _filter_cluster_data(self): """ Filter the cluster data catalog into the filtered_data catalog, which is what is shown in the H-R diagram. Filter on the values of the sliders, as well as the lasso selection in the skyviewer. """ min_temp = self.temperature_ra...

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def _elect_dest_broker(self, victim_partition): """Select first under loaded brokers preferring not having partition of same topic as victim partition. """ under_loaded_brokers = sorted( [ broker for broker in self._brokers if (...

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def satosa_logging(logger, level, message, state, **kwargs): """ Adds a session ID to the message. :type logger: logging :type level: int :type message: str :type state: satosa.state.State :param logger: Logger to use :param level: Logger level (ex: logging.DEBUG/logging.WARN/...) ...

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def _add_tc_script(self): """ generates tc_script.sh and adds it to included files """ # fill context context = dict(tc_options=self.config.get('tc_options', [])) # import pdb; pdb.set_trace() contents = self._render_template('tc_script.sh', context) self....

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def from_dict(cls, fields, mapping): """ Create a Record from a dictionary of field mappings. The *fields* object is used to determine the column indices of fields in the mapping. Args: fields: the Relation schema for the table of this record mapping: a ...

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def get_nameid_data(request, key=None): """ Gets the NameID Data of the the Logout Request :param request: Logout Request Message :type request: string|DOMDocument :param key: The SP key :type key: string :return: Name ID Data (Value, Format, NameQualifier, SPName...

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def combine(self, name_all=None, out_ndx=None, operation='|', defaultgroups=False): """Combine individual groups into a single one and write output. :Keywords: name_all : string Name of the combined group, ``None`` generates a name. [``None``] out_ndx : filename ...

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def r_num(obj): """Read list of numbers.""" if isinstance(obj, (list, tuple)): it = iter else: it = LinesIterator dataset = Dataset([Dataset.FLOAT]) return dataset.load(it(obj))

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def fill(self, doc_contents): """ Fill the content of the document with the information in doc_contents. This is different from the TextDocument fill function, because this will check for symbools in the values of `doc_content` and replace them to good XML codes before filling the templa...

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def get_traceback_stxt(): """ Result is (bytes) str type on Python 2 and (unicode) str type on Python 3. """ #/ exc_cls, exc_obj, tb_obj = sys.exc_info() #/ txt_s = traceback.format_exception(exc_cls, exc_obj, tb_obj) #/ res = ''.join...

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def _update_page_resources(*, page, font, font_key, procset): """Update this page's fonts with a reference to the Glyphless font""" if '/Resources' not in page: page['/Resources'] = pikepdf.Dictionary({}) resources = page['/Resources'] try: fonts = resources['/Font'] except KeyError...

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def expensive_task_gen(num=8700): r""" Runs a task that takes some time Args: num (int): (default = 8700) CommandLine: python -m utool.util_alg expensive_task_gen --show Example: >>> # DISABLE_DOCTEST >>> from utool.util_alg import * # NOQA >>> import utoo...

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def weekly_growth(self, weeks): """Calculate the weekly growth in percentage, and rounds to one digit. Parameters ---------- weeks Number of weeks to calculate growth over. Returns ------- growth_factor A real number such that...

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def auto_init(autofile, force_init=False): """ Initialize a repo-specific configuration file to execute dgit Parameters ---------- autofile: Repo-specific configuration file (dgit.json) force_init: Flag to force to re-initialization of the configuration file """ if os.path.exists(aut...

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def to_example(dictionary): """Helper: build tf.Example from (string -> int/float/str list) dictionary.""" features = {} for (k, v) in six.iteritems(dictionary): if not v: raise ValueError("Empty generated field: %s" % str((k, v))) if isinstance(v[0], six.integer_types): features[k] = tf.train...

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def env_set(context): """Set $ENVs to specified string. from the pypyr context. Args: context: is dictionary-like. context is mandatory. context['env']['set'] must exist. It's a dictionary. Values are strings to write to $ENV. Keys are the names of the...

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def new(self): # type: () -> None ''' A method to create a new UDF Logical Volume Implementation Use. Parameters: None. Returns: Nothing. ''' if self._initialized: raise pycdlibexception.PyCdlibInternalError('UDF Logical Volume Imple...

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def route(cls, path): """A decorator to indicate that a method should be a routable HTTP endpoint. .. code-block:: python from compactor.process import Process class WebProcess(Process): @Process.route('/hello/world') def hello_world(self, handler): return hand...

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def c32ToB58(c32string, version=-1): """ >>> c32ToB58('SP2J6ZY48GV1EZ5V2V5RB9MP66SW86PYKKNRV9EJ7') '1FzTxL9Mxnm2fdmnQEArfhzJHevwbvcH6d' >>> c32ToB58('SM2J6ZY48GV1EZ5V2V5RB9MP66SW86PYKKQVX8X0G') '3GgUssdoWh5QkoUDXKqT6LMESBDf8aqp2y' >>> c32ToB58('ST2J6ZY48GV1EZ5V2V5RB9MP66SW86PYKKQYAC0RQ') 'mv...

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def get_audits(): """Get OS hardening Secure TTY audits. :returns: dictionary of audits """ audits = [] audits.append(TemplatedFile('/etc/securetty', SecureTTYContext(), template_dir=TEMPLATES_DIR, mode=0o0400, user='root', group='roo...

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def fig_network_input_structure(fig, params, bottom=0.1, top=0.9, transient=200, T=[800, 1000], Df= 0., mlab= True, NFFT=256, srate=1000, window=plt.mlab.window_hanning, noverlap=256*3/4, letters='abcde', flim=(4, 400), show_titles=True, show_xlabels=True, show_CSD=False): ''' This fig...

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def colorbar(height, length, colormap): """Return the channels of a colorbar. """ cbar = np.tile(np.arange(length) * 1.0 / (length - 1), (height, 1)) cbar = (cbar * (colormap.values.max() - colormap.values.min()) + colormap.values.min()) return colormap.colorize(cbar)

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def doigrf(lon, lat, alt, date, **kwargs): """ Calculates the interpolated (<2015) or extrapolated (>2015) main field and secular variation coefficients and passes them to the Malin and Barraclough routine (function pmag.magsyn) to calculate the field from the coefficients. Parameters: --------...

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def path(self, which=None): """Extend ``nailgun.entity_mixins.Entity.path``. The format of the returned path depends on the value of ``which``: add_subscriptions /hosts/<id>/add_subscriptions remove_subscriptions /hosts/<id>/remove_subscriptions ``super...

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def assign_objective_requisite(self, objective_id, requisite_objective_id): """Creates a requirement dependency between two ``Objectives``. arg: objective_id (osid.id.Id): the ``Id`` of the dependent ``Objective`` arg: requisite_objective_id (osid.id.Id): the ``Id`` of the...

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def _nameFromHeaderInfo(headerInfo, isDecoy, decoyTag): """Generates a protein name from headerInfo. If "isDecoy" is True, the "decoyTag" is added to beginning of the generated protein name. :param headerInfo: dict, must contain a key "name" or "id" :param isDecoy: bool, determines if the "decoyTag" is...

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async def stream_frames(self, frames="allframes", components=None, on_packet=None): """Stream measured frames from QTM until :func:`~qtm.QRTConnection.stream_frames_stop` is called. :param frames: Which frames to receive, possible values are 'allframes', 'frequency:n' or 'freque...

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def _onDeviceStatus(self, client, userdata, pahoMessage): """ Internal callback for device status messages, parses source device from topic string and passes the information on to the registerd device status callback """ try: status = Status(pahoMessage) s...

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def pipe_tail(context=None, _INPUT=None, conf=None, **kwargs): """Returns a specified number of items from the bottom of a feed. Parameters ---------- context : pipe2py.Context object _INPUT : pipe2py.modules pipe like object (iterable of items) kwargs -- terminal, if the truncation value is wi...

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def write_summary(page, args, ifos, skyError=None, ipn=False, ipnError=False): """ Write summary of information to markup.page object page """ from pylal import antenna from lal.gpstime import gps_to_utc, LIGOTimeGPS gps = args.start_time grbdate = gps_to_utc(LIGOTimeGPS(gps))\ ...

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def btc_script_deserialize(script): """ Given a script (hex or bin), decode it into its list of opcodes and data. Return a list of strings and ints. Based on code in pybitcointools (https://github.com/vbuterin/pybitcointools) by Vitalik Buterin """ if isinstance(script, str) and re.match('...

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def _representative_structure_setter(self, structprop, keep_chain, clean=True, keep_chemicals=None, out_suffix='_clean', outdir=None, force_rerun=False): """Set the representative structure by 1) cleaning it and 2) copying over attributes of the original structure. ...

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def set_writer(self, writer): """ Changes the writer function to handle writing to the text edit. A writer function must have the following prototype: .. code-block:: python def write(text_edit, text, color) :param writer: write function as described above. ...

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def run_analysis(self, argv): """Run this analysis""" args = self._parser.parse_args(argv) if not HAVE_ST: raise RuntimeError( "Trying to run fermipy analysis, but don't have ST") workdir = os.path.dirname(args.config) _config_file = self._clone_conf...

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def namedb_get_namespace_by_preorder_hash( cur, preorder_hash, include_history=True ): """ Get a namespace by its preorder hash (regardless of whether or not it was expired.) """ select_query = "SELECT * FROM namespaces WHERE preorder_hash = ?;" namespace_rows = namedb_query_execute( cur, select_qu...

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def is_stalemate(self) -> bool: """Checks if the current position is a stalemate.""" if self.is_check(): return False if self.is_variant_end(): return False return not any(self.generate_legal_moves())

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def join(self): """Wait until grid finishes computing.""" self._future = False self._job.poll() self._job = None

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def _get_text(self): """ Get the current metadatas """ device = self._get_device() if device is None: return (UNKNOWN_DEVICE, self.py3.COLOR_BAD) if not device["isReachable"] or not device["isTrusted"]: return ( self.py3.safe_forma...

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def search_regexp(self): """ Define the regexp used for the search """ if ((self.season == "") and (self.episode == "")): # Find serie try: print("%s has %s seasons (the serie is %s)" % (self.tvdb.data['seriesname'], self.tvdb.get_season_number(), ...

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def _find_frame_imports(name, frame): """ Detect imports in the frame, with the required *name*. Such imports can be considered assignments. Returns True if an import for the given name was found. """ imports = frame.nodes_of_class((astroid.Import, astroid.ImportFrom)) for import_node in imp...

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def read_file(self, container_name, blob_name, **kwargs): """ Read a file from Azure Blob Storage and return as a string. :param container_name: Name of the container. :type container_name: str :param blob_name: Name of the blob. :type blob_name: str :param kwarg...

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def format(self): """PixelFormat: The raw format of the texture. The actual format may differ, but pixel transfers will use this format. """ fmt = ffi.new('Uint32 *') check_int_err(lib.SDL_QueryTexture(self._ptr, fmt, ffi.NULL, ffi.NULL, ffi.NULL)) return ...

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def _fixup_perms2(self, remote_paths, remote_user=None, execute=True): """ Mitogen always executes ActionBase helper methods in the context of the target user account, so it is never necessary to modify permissions except to ensure the execute bit is set if requested. """ ...

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def _incr_exceptions(self, conn): """Increment the number of exceptions for the current connection. :param psycopg2.extensions.connection conn: the psycopg2 connection """ self._pool_manager.get_connection(self.pid, conn).exceptions += 1

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def buildProtocol(self, addr): """Get a new LLRP client protocol object. Consult self.antenna_dict to look up antennas to use. """ self.resetDelay() # reset reconnection backoff state clargs = self.client_args.copy() # optionally configure antennas from self.antenna_di...

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def cache_clean_handler(min_age_hours=1): """This periodically cleans up the ~/.astrobase cache to save us from disk-space doom. Parameters ---------- min_age_hours : int Files older than this number of hours from the current time will be deleted. Returns ------- Noth...

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def abort(self): """ Abort a running command. @return: A new ApiCommand object with the updated information. """ if self.id == ApiCommand.SYNCHRONOUS_COMMAND_ID: return self path = self._path() + '/abort' resp = self._get_resource_root().post(path) return ApiCommand.from_json_dic...

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def open_tensorboard(log_dir='/tmp/tensorflow', port=6006): """Open Tensorboard. Parameters ---------- log_dir : str Directory where your tensorboard logs are saved port : int TensorBoard port you want to open, 6006 is tensorboard default """ text = "[TL] Open tensorboard, ...

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def start_parent(): """ Start the parent that will simply run the child forever until stopped. """ while True: args = [sys.executable] + sys.argv new_environ = environ.copy() new_environ["_IN_CHILD"] = 'yes' ret = subprocess.call(args, env=new_environ) if ret !=...

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def _get_types_from_sample(result_vars, sparql_results_json): """Return types if homogenous within sample Compare up to 10 rows of results to determine homogeneity. DESCRIBE and CONSTRUCT queries, for example, :param result_vars: :param sparql_results_json: """ total_bindings = len(sparql...

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def wait_for_tasks(self): """ Wait for one or more tasks to finish or return empty list if we are done. Starts new tasks if we have less than task_at_once currently running. :return: [(Task,object)]: list of (task,result) for finished tasks """ finished_tasks_and_results ...

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def fetchall(self, sql: str, *args) -> Sequence[Sequence[Any]]: """Executes SQL; returns all rows, or [].""" self.ensure_db_open() cursor = self.db.cursor() self.db_exec_with_cursor(cursor, sql, *args) try: rows = cursor.fetchall() return rows exce...

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def p_end_function(p): """ top : top END_FUNCTION """ p[0] = p[1] p[0].append(node.return_stmt(ret=ret_expr)) p[0].append(node.comment_stmt("\nif __name__ == '__main__':\n pass"))

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def summarize(text, sent_limit=None, char_limit=None, imp_require=None, debug=False, **lexrank_params): ''' Args: text: text to be summarized (unicode string) sent_limit: summary length (the number of sentences) char_limit: summary length (the number of characters) imp_requ...

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def get_format_extension(fmt): ''' Returns the recommended extension for a given format ''' if fmt is None: return 'dict' fmt = fmt.lower() if fmt not in _converter_map: raise RuntimeError('Unknown basis set format "{}"'.format(fmt)) return _converter_map[fmt]['extension']

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def set_passport_data_errors(self, user_id, errors): """ Informs a user that some of the Telegram Passport elements they provided contains errors. The user will not be able to re-submit their Passport to you until the errors are fixed (the contents of the field for which you returned the error must chan...

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def _validate_auths(self, path, obj, app): """ make sure that apiKey and basicAuth are empty list in Operation object. """ errs = [] for k, v in six.iteritems(obj.authorizations or {}): if k not in app.raw.authorizations: errs.append('auth {0} not fou...

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def download(self, job_id, destination=None, timeout=DEFAULT_TIMEOUT, retries=DEFAULT_RETRIES): """ Downloads all screenshots for given job_id to `destination` folder. If `destination` is None, then screenshots will be saved in current directory. """ self._retries_num = 0 ...

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def fcomplete(text, state): """Readline completion function: Filenames""" text = os.path.expanduser(text) head, tail = os.path.split(text) search_dir = os.path.join('.', head) candidates = [s for s in os.listdir(search_dir) if s.startswith(tail)] if state >= len(candidates): return No...

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