kejian/codesearchnet-python-linelen40-full

text stringlengths 89 104k	code_tokens list	avg_line_len float64 7.91 980	score float64 0 630
def get(self, container): """ Returns a Container matching the specified container name. If no such container exists, a NoSuchContainer exception is raised. """ name = utils.get_name(container) uri = "/%s" % name resp, resp_body = self.api.method_head(uri) ...	[ "def", "get", "(", "self", ",", "container", ")", ":", "name", "=", "utils", ".", "get_name", "(", "container", ")", "uri", "=", "\"/%s\"", "%", "name", "resp", ",", "resp_body", "=", "self", ".", "api", ".", "method_head", "(", "uri", ")", "hdrs", ...	43.538462	16.153846
def get_authn_contexts(self): """ Gets the authentication contexts :returns: The authentication classes for the SAML Response :rtype: list """ authn_context_nodes = self.__query_assertion('/saml:AuthnStatement/saml:AuthnContext/saml:AuthnContextClassRef') return ...	[ "def", "get_authn_contexts", "(", "self", ")", ":", "authn_context_nodes", "=", "self", ".", "__query_assertion", "(", "'/saml:AuthnStatement/saml:AuthnContext/saml:AuthnContextClassRef'", ")", "return", "[", "OneLogin_Saml2_XML", ".", "element_text", "(", "node", ")", "f...	42.555556	24.777778
def from_stream(cls, stream, marker_code, offset): """ Return an \|_SofMarker\| instance for the SOFn marker at offset in stream. """ # field off type notes # ------------------ --- ----- ---------------------------- # segment length 0 ...	[ "def", "from_stream", "(", "cls", ",", "stream", ",", "marker_code", ",", "offset", ")", ":", "# field off type notes", "# ------------------ --- ----- ----------------------------", "# segment length 0 short", "# Data precision 2 byte", "# Verti...	46.9375	13.8125
def collate(self): """Unpacks DynamicMap into container of DynamicMaps Collation allows unpacking DynamicMaps which return Layout, NdLayout or GridSpace objects into a single such object containing DynamicMaps. Assumes that the items in the layout or grid that is returned do not...	[ "def", "collate", "(", "self", ")", ":", "# Initialize", "if", "self", ".", "last", "is", "not", "None", ":", "initialized", "=", "self", "else", ":", "initialized", "=", "self", ".", "clone", "(", ")", "initialized", "[", "initialized", ".", "_initial_k...	43.020202	17.868687
def bdplotter(task, **kwargs): ''' bdplotter is based on the fact that phonon DOS/bands and electron DOS/bands are the objects of the same kind. 1) DOS is formatted precomputed / smeared according to a normal distribution 2) bands are formatted precomputed / interpolated through natural cubic spline...	[ "def", "bdplotter", "(", "task", ",", "", "", "kwargs", ")", ":", "if", "task", "==", "'bands'", ":", "# CRYSTAL, \"VASP\", EXCITING", "results", "=", "[", "]", "if", "'precomputed'", "in", "kwargs", ":", "for", "n", "in", "range", "(", "len", "(", "...	44.95082	27.459016
def update_mutation_inputs(service): """ Args: service : The service being updated by the mutation Returns: (list) : a list of all of the fields availible for the service. Pk is a required field in order to filter the results """ # grab the default lis...	[ "def", "update_mutation_inputs", "(", "service", ")", ":", "# grab the default list of field summaries", "inputs", "=", "_service_mutation_summaries", "(", "service", ")", "# visit each field", "for", "field", "in", "inputs", ":", "# if we're looking at the id field", "if", ...	30.041667	15.875
def run_migrations_offline(): """Run migrations in 'offline' mode. This configures the context with just a URL and not an Engine, though an Engine is acceptable here as well. By skipping the Engine creation we don't even need a DBAPI to be available. Calls to context.execute() here emit the g...	[ "def", "run_migrations_offline", "(", ")", ":", "context", ".", "configure", "(", "url", "=", "neutron_config", ".", "database", ".", "connection", ")", "with", "context", ".", "begin_transaction", "(", ")", ":", "context", ".", "run_migrations", "(", ")" ]	30.3125	17.875
def write(library, session, data): """Writes data to device or interface synchronously. Corresponds to viWrite function of the VISA library. :param library: the visa library wrapped by ctypes. :param session: Unique logical identifier to a session. :param data: data to be written. :type data: ...	[ "def", "write", "(", "library", ",", "session", ",", "data", ")", ":", "return_count", "=", "ViUInt32", "(", ")", "# [ViSession, ViBuf, ViUInt32, ViPUInt32]", "ret", "=", "library", ".", "viWrite", "(", "session", ",", "data", ",", "len", "(", "data", ")", ...	39.9375	17
def GetArtifactCollectorArgs(flow_args, knowledge_base): """Prepare bundle of artifacts and their dependencies for the client. Args: flow_args: An `ArtifactCollectorFlowArgs` instance. knowledge_base: contains information about the client Returns: rdf value object containing a list of extended artif...	[ "def", "GetArtifactCollectorArgs", "(", "flow_args", ",", "knowledge_base", ")", ":", "args", "=", "rdf_artifacts", ".", "ClientArtifactCollectorArgs", "(", ")", "args", ".", "knowledge_base", "=", "knowledge_base", "args", ".", "apply_parsers", "=", "flow_args", "....	38.837838	20.945946
def get_text(self): """ Get the data in text form (i.e. human readable) """ t = "==== " + str(self.last_data_timestamp) + " ====\n" for k in self.data: t += k + " " + str(self.data[k][self.value_key]) u = "" if self.unit_key in self.data[k]: ...	[ "def", "get_text", "(", "self", ")", ":", "t", "=", "\"==== \"", "+", "str", "(", "self", ".", "last_data_timestamp", ")", "+", "\" ====\\n\"", "for", "k", "in", "self", ".", "data", ":", "t", "+=", "k", "+", "\" \"", "+", "str", "(", "self", ".", ...	41.26087	16.130435
def editfile(fpath, verbose=True): # nocover """ DEPRICATED: This has been ported to xdev, please use that version. Opens a file or code corresponding to a live python object in your preferred visual editor. This function is mainly useful in an interactive IPython session. The visual editor i...	[ "def", "editfile", "(", "fpath", ",", "verbose", "=", "True", ")", ":", "# nocover", "from", "six", "import", "types", "from", "ubelt", "import", "util_cmd", "import", "warnings", "warnings", ".", "warn", "(", "'Please use xdev.editfile instead'", ",", "Deprecat...	34.186047	20.372093
def p_example_field(self, p): """example_field : ID EQ primitive NL \| ID EQ ex_list NL \| ID EQ ex_map NL""" if p[3] is NullToken: p[0] = AstExampleField( self.path, p.lineno(1), p.lexpos(1), p[1], None) else: ...	[ "def", "p_example_field", "(", "self", ",", "p", ")", ":", "if", "p", "[", "3", "]", "is", "NullToken", ":", "p", "[", "0", "]", "=", "AstExampleField", "(", "self", ".", "path", ",", "p", ".", "lineno", "(", "1", ")", ",", "p", ".", "lexpos", ...	40.2	11
def cat(fname, fallback=_DEFAULT, binary=True): """Return file content. fallback: the value returned in case the file does not exist or cannot be read binary: whether to open the file in binary or text mode. """ try: with _open_binary(fname) if binary else _open_text(fname) as ...	[ "def", "cat", "(", "fname", ",", "fallback", "=", "_DEFAULT", ",", "binary", "=", "True", ")", ":", "try", ":", "with", "_open_binary", "(", "fname", ")", "if", "binary", "else", "_open_text", "(", "fname", ")", "as", "f_d", ":", "return", "f_d", "."...	35.384615	14.461538
def _check_for_single_nested(target, items_by_key, input_order): """Check for single nested inputs that match our target count and unnest. Handles complex var inputs where some have an extra layer of nesting. """ out = utils.deepish_copy(items_by_key) for (k, t) in input_order.items(): if t...	[ "def", "_check_for_single_nested", "(", "target", ",", "items_by_key", ",", "input_order", ")", ":", "out", "=", "utils", ".", "deepish_copy", "(", "items_by_key", ")", "for", "(", "k", ",", "t", ")", "in", "input_order", ".", "items", "(", ")", ":", "if...	39.916667	13.916667
def set_position_i(self, ivalue): """ Set the I gain of the position PID Args: ivalue (int): I value """ ivalue_msb = int(ivalue) >> 8 ivalue_lsb = int(ivalue) & 0xff data = [] data.append(0x0B) data.append(self.servoid) data.append(R...	[ "def", "set_position_i", "(", "self", ",", "ivalue", ")", ":", "ivalue_msb", "=", "int", "(", "ivalue", ")", ">>", "8", "ivalue_lsb", "=", "int", "(", "ivalue", ")", "&", "0xff", "data", "=", "[", "]", "data", ".", "append", "(", "0x0B", ")", "data...	26	12.722222
def arcsin_sqrt(biom_tbl): """ Applies the arcsine square root transform to the given BIOM-format table """ arcsint = lambda data, id_, md: np.arcsin(np.sqrt(data)) tbl_relabd = relative_abd(biom_tbl) tbl_asin = tbl_relabd.transform(arcsint, inplace=False) return tbl_asin	[ "def", "arcsin_sqrt", "(", "biom_tbl", ")", ":", "arcsint", "=", "lambda", "data", ",", "id_", ",", "md", ":", "np", ".", "arcsin", "(", "np", ".", "sqrt", "(", "data", ")", ")", "tbl_relabd", "=", "relative_abd", "(", "biom_tbl", ")", "tbl_asin", "=...	26.909091	16.363636
def Unregister(self, name): """Unregisters a constructor. Args: name: A name of the constructor to unregister. Raises: ValueError: If constructor with specified name has never been registered. """ precondition.AssertType(name, Text) try: del self._constructors[name] exce...	[ "def", "Unregister", "(", "self", ",", "name", ")", ":", "precondition", ".", "AssertType", "(", "name", ",", "Text", ")", "try", ":", "del", "self", ".", "_constructors", "[", "name", "]", "except", "KeyError", ":", "raise", "ValueError", "(", "\"Constr...	26.4	22.666667
def absolute_charindex(self, string, start, end): """Finds the absolute character index of the specified regex match start and end indices in the buffer refstring.""" search = string[start:end] abs_start = self.refstring.index(search) return abs_start, (end - start) + abs_start	[ "def", "absolute_charindex", "(", "self", ",", "string", ",", "start", ",", "end", ")", ":", "search", "=", "string", "[", "start", ":", "end", "]", "abs_start", "=", "self", ".", "refstring", ".", "index", "(", "search", ")", "return", "abs_start", ",...	52.5	5.666667
def _get_part_url(api, url, upload, part): """ Used by the worker to fetch url for the part that is to be uploaded. :param api: Api instance. :param url: Part url. :param upload: Upload identifier. :param part: Part number. :return: Storage generated URL for the part. """ try: ...	[ "def", "_get_part_url", "(", "api", ",", "url", ",", "upload", ",", "part", ")", ":", "try", ":", "response", "=", "api", ".", "get", "(", "url", ".", "format", "(", "upload_id", "=", "upload", ",", "part_number", "=", "part", ")", ")", "return", "...	33.625	15.5
def connect(com, peers, tree, pub_url, root_id): """this function will be called on the engines""" com.connect(peers, tree, pub_url, root_id)	[ "def", "connect", "(", "com", ",", "peers", ",", "tree", ",", "pub_url", ",", "root_id", ")", ":", "com", ".", "connect", "(", "peers", ",", "tree", ",", "pub_url", ",", "root_id", ")" ]	49	4.666667
def name_changed(self, changed_item): """ checks if name has been changed and ignores the name change if the changed_item is an existing script Args: changed_item: """ name = str(changed_item.text()) # if the item has been moved we ignore this because the ite...	[ "def", "name_changed", "(", "self", ",", "changed_item", ")", ":", "name", "=", "str", "(", "changed_item", ".", "text", "(", ")", ")", "# if the item has been moved we ignore this because the item only went from one tree to the other without changing names", "if", "name", ...	47.428571	26.428571
def read_array(fname, sep=','): r""" Convert a CSV file without header into a numpy array of floats. >>> from openquake.baselib.general import gettemp >>> print(read_array(gettemp('.1 .2, .3 .4, .5 .6\n'))) [[[0.1 0.2] [0.3 0.4] [0.5 0.6]]] """ with open(fname) as f: rec...	[ "def", "read_array", "(", "fname", ",", "sep", "=", "','", ")", ":", "with", "open", "(", "fname", ")", "as", "f", ":", "records", "=", "[", "]", "for", "line", "in", "f", ":", "row", "=", "line", ".", "split", "(", "sep", ")", "record", "=", ...	29.941176	16.352941
def mock_decorator_with_params(oargs, okwargs): # pylint: disable=unused-argument ''' Optionally mock a decorator that takes parameters E.g.: @blah(stuff=True) def things(): pass ''' def inner(fn, iargs, **ikwargs): # pylint: disable=unused-argument if hasattr(fn, '__...	[ "def", "mock_decorator_with_params", "(", "", "oargs", ",", "", "", "okwargs", ")", ":", "# pylint: disable=unused-argument", "def", "inner", "(", "fn", ",", "", "iargs", ",", "", "", "ikwargs", ")", ":", "# pylint: disable=unused-argument", "if", "hasattr...	25.066667	26.933333
def simplex_find_cycle(self): ''' API: simplex_find_cycle(self) Description: Returns a cycle (list of nodes) if the graph has one, returns None otherwise. Uses DFS. During DFS checks existence of arcs to lower depth regions. Note that direction of ...	[ "def", "simplex_find_cycle", "(", "self", ")", ":", "# make a dfs, if you identify an arc to a lower depth node we have a", "# cycle", "nl", "=", "self", ".", "get_node_list", "(", ")", "q", "=", "[", "nl", "[", "0", "]", "]", "visited", "=", "[", "]", "depth", ...	38.014706	13.602941
def get(self, name_or_klass): """ Gets a mode by name (or class) :param name_or_klass: The name or the class of the mode to get :type name_or_klass: str or type :rtype: pyqode.core.api.Mode """ if not isinstance(name_or_klass, str): name_or_klass = na...	[ "def", "get", "(", "self", ",", "name_or_klass", ")", ":", "if", "not", "isinstance", "(", "name_or_klass", ",", "str", ")", ":", "name_or_klass", "=", "name_or_klass", ".", "__name__", "return", "self", ".", "_modes", "[", "name_or_klass", "]" ]	33.818182	9.454545
def human_bytes(value): """ Convert a byte value into a human-readable format. """ value = float(value) if value >= 1073741824: gigabytes = value / 1073741824 size = '%.2f GB' % gigabytes elif value >= 1048576: megabytes = value / 1048576 size = '%.2f MB' % megaby...	[ "def", "human_bytes", "(", "value", ")", ":", "value", "=", "float", "(", "value", ")", "if", "value", ">=", "1073741824", ":", "gigabytes", "=", "value", "/", "1073741824", "size", "=", "'%.2f GB'", "%", "gigabytes", "elif", "value", ">=", "1048576", ":...	27	10.764706
def GET_AUTH(self, courseid, taskid): # pylint: disable=arguments-differ """ GET request """ course, task = self.get_course_and_check_rights(courseid, taskid) return self.page(course, task)	[ "def", "GET_AUTH", "(", "self", ",", "courseid", ",", "taskid", ")", ":", "# pylint: disable=arguments-differ", "course", ",", "task", "=", "self", ".", "get_course_and_check_rights", "(", "courseid", ",", "taskid", ")", "return", "self", ".", "page", "(", "co...	52.75	17
def disconnect(self, slot, extra_args): """ Disconnect @slot from the signal """ slot = Slot(slot, extra_args) if slot in self._functions: self._functions.remove(slot) elif slot in self._after_functions: self._after_functions.remove(slot)	[ "def", "disconnect", "(", "self", ",", "slot", ",", "", "extra_args", ")", ":", "slot", "=", "Slot", "(", "slot", ",", "", "extra_args", ")", "if", "slot", "in", "self", ".", "_functions", ":", "self", ".", "_functions", ".", "remove", "(", "slot",...	33.777778	1.777778
def _plot_categories_as_colorblocks(groupby_ax, obs_tidy, colors=None, orientation='left', cmap_name='tab20'): """ Plots categories as colored blocks. If orientation is 'left', the categories are plotted vertically, otherwise they are plotted horizontally. Parameters ---------- groupby_ax : mat...	[ "def", "_plot_categories_as_colorblocks", "(", "groupby_ax", ",", "obs_tidy", ",", "colors", "=", "None", ",", "orientation", "=", "'left'", ",", "cmap_name", "=", "'tab20'", ")", ":", "groupby", "=", "obs_tidy", ".", "index", ".", "name", "from", "matplotlib"...	37.929412	22.752941
def undobutton_action(self): """ when undo is clicked, revert the thematic map to the previous state""" if len(self.history) > 1: old = self.history.pop(-1) self.selection_array = old self.mask.set_data(old) self.fig.canvas.draw_idle()	[ "def", "undobutton_action", "(", "self", ")", ":", "if", "len", "(", "self", ".", "history", ")", ">", "1", ":", "old", "=", "self", ".", "history", ".", "pop", "(", "-", "1", ")", "self", ".", "selection_array", "=", "old", "self", ".", "mask", ...	41.857143	4.142857
def discovery_zookeeper(self): """ Installs the ZooKeeper discovery bundles and instantiates components """ # Install the bundle self.context.install_bundle("pelix.remote.discovery.zookeeper").start() with use_waiting_list(self.context) as ipopo: # Instantiat...	[ "def", "discovery_zookeeper", "(", "self", ")", ":", "# Install the bundle", "self", ".", "context", ".", "install_bundle", "(", "\"pelix.remote.discovery.zookeeper\"", ")", ".", "start", "(", ")", "with", "use_waiting_list", "(", "self", ".", "context", ")", "as"...	37	17.222222
async def _handle_container_hard_timeout(self, container_id, hard_timeout): """ Kills a container (should be called with loop.call_later(hard_timeout, ...)) and displays a message on the log :param container_id: :param hard_timeout: :return: """ if container_id in...	[ "async", "def", "_handle_container_hard_timeout", "(", "self", ",", "container_id", ",", "hard_timeout", ")", ":", "if", "container_id", "in", "self", ".", "_watching", ":", "self", ".", "_logger", ".", "info", "(", "\"Killing container %s as it used its %i wall time ...	48.181818	22.181818
def move_old_profile(self, locale_minimum_needs_dir): """Move old minimum needs profile under user profile/minimum_needs. This function is to get rid the old min needs profile came from InaSAFE < 4.0. :param locale_minimum_needs_dir: User local minimum needs profile path. ...	[ "def", "move_old_profile", "(", "self", ",", "locale_minimum_needs_dir", ")", ":", "old_profile_path", "=", "os", ".", "path", ".", "join", "(", "QgsApplication", ".", "qgisSettingsDirPath", "(", ")", ",", "'minimum_needs'", ")", "if", "os", ".", "path", ".", ...	46.272727	14.818182
def set_pkg_verif_code(self, doc, code): """Sets the package verification code, if not already set. code - A string. Raises CardinalityError if already defined. Raises OrderError if no package previously defined. """ self.assert_package_exists() if not self.packag...	[ "def", "set_pkg_verif_code", "(", "self", ",", "doc", ",", "code", ")", ":", "self", ".", "assert_package_exists", "(", ")", "if", "not", "self", ".", "package_verif_set", ":", "self", ".", "package_verif_set", "=", "True", "doc", ".", "package", ".", "ver...	40.25	8.666667
def create_hierarchy(hierarchy, level): """Create an OrderedDict :param hierarchy: a dictionary :param level: single key :return: deeper dictionary """ if level not in hierarchy: hierarchy[level] = OrderedDict() return hierarchy[level]	[ "def", "create_hierarchy", "(", "hierarchy", ",", "level", ")", ":", "if", "level", "not", "in", "hierarchy", ":", "hierarchy", "[", "level", "]", "=", "OrderedDict", "(", ")", "return", "hierarchy", "[", "level", "]" ]	26.3	9.2
def ndarr2str(arr, encoding='ascii'): """ This is used to ensure that the return value of arr.tostring() is actually a string. This will prevent lots of if-checks in calling code. As of numpy v1.6.1 (in Python 3.2.3), the tostring() function still returns type 'bytes', not 'str' as it advertises. """ ...	[ "def", "ndarr2str", "(", "arr", ",", "encoding", "=", "'ascii'", ")", ":", "# be fast, don't check - just assume 'arr' is a numpy array - the tostring", "# call will fail anyway if not", "retval", "=", "arr", ".", "tostring", "(", ")", "# would rather check \"if isinstance(retv...	51	16.5
def waliki_box(context, slug, show_edit=True, args, *kwargs): """ A templatetag to render a wiki page content as a box in any webpage, and allow rapid edition if you have permission. It's inspired in `django-boxes`_ .. _django-boxes: https://github.com/eldarion/django-boxes """ request ...	[ "def", "waliki_box", "(", "context", ",", "slug", ",", "show_edit", "=", "True", ",", "", "args", ",", "", "*", "kwargs", ")", ":", "request", "=", "context", "[", "\"request\"", "]", "try", ":", "page", "=", "Page", ".", "objects", ".", "get", "...	29.21875	21.28125
def _execute_migrations(self, current_version, destination_version): """ passed a version: this version don't exists in the database and is younger than the last version -> do migrations up until this version this version don't exists in the database and is older than the last ve...	[ "def", "_execute_migrations", "(", "self", ",", "current_version", ",", "destination_version", ")", ":", "is_migration_up", "=", "True", "# check if a version was passed to the program", "if", "self", ".", "config", ".", "get", "(", "\"schema_version\"", ")", ":", "# ...	60.064935	40.506494
def timeout(delay, call, args, kwargs): """Run a function call for `delay` seconds, and raise a RuntimeError if the operation didn't complete.""" return_value = None def target(): nonlocal return_value return_value = call(args, **kwargs) t = Thread(target=target) t.start() ...	[ "def", "timeout", "(", "delay", ",", "call", ",", "", "args", ",", "", "", "kwargs", ")", ":", "return_value", "=", "None", "def", "target", "(", ")", ":", "nonlocal", "return_value", "return_value", "=", "call", "(", "", "args", ",", "", "", ...	27.375	19
def process_form(self, instance, field, form, empty_marker=None, emptyReturnsMarker=False): """Return a UID so that ReferenceField understands. """ fieldName = field.getName() if fieldName + "_uid" in form: uid = form.get(fieldName + "_uid", '') ...	[ "def", "process_form", "(", "self", ",", "instance", ",", "field", ",", "form", ",", "empty_marker", "=", "None", ",", "emptyReturnsMarker", "=", "False", ")", ":", "fieldName", "=", "field", ".", "getName", "(", ")", "if", "fieldName", "+", "\"_uid\"", ...	40.055556	10.944444
def from_isodatetime(value, strict=False): """Convert an ISO formatted datetime into a Date object. :param value: The ISO formatted datetime. :param strict: If value is ``None``, then if strict is ``True`` it returns the Date object of today, otherwise it returns ``None``. (Default: ``False...	[ "def", "from_isodatetime", "(", "value", ",", "strict", "=", "False", ")", ":", "if", "value", "or", "strict", ":", "return", "arrow", ".", "get", "(", "value", ")", ".", "datetime" ]	39	12.727273
def add_data_dict(self, dd): # pragma: no cover - never used... """ dd must be a dictionary where keys are the metric name, each key contains a dictionary which at least must have 'value' key (optionally 'ts') dd = {'experiment1.subsystem.block.metric1': {'value': 12.3, 'ts': 137949160...	[ "def", "add_data_dict", "(", "self", ",", "dd", ")", ":", "# pragma: no cover - never used...", "if", "self", ".", "__data_lock", ".", "acquire", "(", ")", ":", "for", "k", ",", "v", "in", "list", "(", "dd", ".", "items", "(", ")", ")", ":", "ts", "=...	41.941176	17.823529
def configure_root(self, config, incremental=False): """Configure a root logger from a dictionary.""" root = logging.getLogger() self.common_logger_config(root, config, incremental)	[ "def", "configure_root", "(", "self", ",", "config", ",", "incremental", "=", "False", ")", ":", "root", "=", "logging", ".", "getLogger", "(", ")", "self", ".", "common_logger_config", "(", "root", ",", "config", ",", "incremental", ")" ]	50.5	9.5
def get_display_label(choices, status): """Get a display label for resource status. This method is used in places where a resource's status or admin state labels need to assigned before they are sent to the view template. """ for (value, label) in choices: if value == (status or '').lo...	[ "def", "get_display_label", "(", "choices", ",", "status", ")", ":", "for", "(", "value", ",", "label", ")", "in", "choices", ":", "if", "value", "==", "(", "status", "or", "''", ")", ".", "lower", "(", ")", ":", "display_label", "=", "label", "break...	26.875	18
def potential_energy(self, potential=None): r""" The potential energy per unit mass: .. math:: E_\Phi = \Phi(\boldsymbol{q}) Returns ------- E : :class:`~astropy.units.Quantity` The potential energy. """ if self.hamiltonian is ...	[ "def", "potential_energy", "(", "self", ",", "potential", "=", "None", ")", ":", "if", "self", ".", "hamiltonian", "is", "None", "and", "potential", "is", "None", ":", "raise", "ValueError", "(", "\"To compute the potential energy, a potential\"", "\" object must be...	30.25	18.2
def set(self): """Set event flag to true and resolve future(s) returned by until_set() Notes ----- A call to set() may result in control being transferred to done_callbacks attached to the future returned by until_set(). """ self._flag = True old_future ...	[ "def", "set", "(", "self", ")", ":", "self", ".", "_flag", "=", "True", "old_future", "=", "self", ".", "_waiting_future", "# Replace _waiting_future with a fresh one incase someone woken up by set_result()", "# sets this AsyncEvent to False before waiting on it to be set again.", ...	38.733333	22.066667
async def send_http_response(writer, http_code: int, headers: List[Tuple[str, str]], content: bytes, http_status: str= None ) -> None: """ generate http response paylo...	[ "async", "def", "send_http_response", "(", "writer", ",", "http_code", ":", "int", ",", "headers", ":", "List", "[", "Tuple", "[", "str", ",", "str", "]", "]", ",", "content", ":", "bytes", ",", "http_status", ":", "str", "=", "None", ")", "->", "Non...	32.227273	14.590909
def is_appendable_to(self, group): """Return True if features are appendable to a HDF5 group""" return (group.attrs['format'] == self.dformat and group[self.name].dtype == self.dtype and # We use a method because dim differs in dense and sparse. self._grou...	[ "def", "is_appendable_to", "(", "self", ",", "group", ")", ":", "return", "(", "group", ".", "attrs", "[", "'format'", "]", "==", "self", ".", "dformat", "and", "group", "[", "self", ".", "name", "]", ".", "dtype", "==", "self", ".", "dtype", "and", ...	56.666667	14
def _compute_first(self): """Computes the FIRST set for every symbol in the grammar. Tenatively based on _compute_first in PLY. """ for terminal in self.terminals: self._first[terminal].add(terminal) self._first[END_OF_INPUT].add(END_OF_INPUT) while True: ...	[ "def", "_compute_first", "(", "self", ")", ":", "for", "terminal", "in", "self", ".", "terminals", ":", "self", ".", "_first", "[", "terminal", "]", ".", "add", "(", "terminal", ")", "self", ".", "_first", "[", "END_OF_INPUT", "]", ".", "add", "(", "...	34.095238	17.47619
def set_all_ylims(self, ylim, dy, yscale, fontsize=None): """Set limits and ticks for y axis for whole figure. This will set y axis limits and tick marks for the entire figure. It can be overridden in the SinglePlot class. Args: ylim (len-2 list of floats): The limits for t...	[ "def", "set_all_ylims", "(", "self", ",", "ylim", ",", "dy", ",", "yscale", ",", "fontsize", "=", "None", ")", ":", "self", ".", "_set_all_lims", "(", "'y'", ",", "ylim", ",", "dy", ",", "yscale", ",", "fontsize", ")", "return" ]	40.1875	23.375
def mavlink_packet(self, msg): '''handle an incoming mavlink packet''' msgType = msg.get_type() master = self.master if msgType == 'HEARTBEAT': # Update state and mode information if type(master.motors_armed()) == type(True): self.armed = ma...	[ "def", "mavlink_packet", "(", "self", ",", "msg", ")", ":", "msgType", "=", "msg", ".", "get_type", "(", ")", "master", "=", "self", ".", "master", "if", "msgType", "==", "'HEARTBEAT'", ":", "# Update state and mode information", "if", "type", "(", "master",...	49.054054	14.891892
def complete_io(self, iocb, msg): """Called by a handler to return data to the client.""" if _debug: IOQController._debug("complete_io %r %r", iocb, msg) # check to see if it is completing the active one if iocb is not self.active_iocb: raise RuntimeError("not the current io...	[ "def", "complete_io", "(", "self", ",", "iocb", ",", "msg", ")", ":", "if", "_debug", ":", "IOQController", ".", "_debug", "(", "\"complete_io %r %r\"", ",", "iocb", ",", "msg", ")", "# check to see if it is completing the active one", "if", "iocb", "is", "not",...	34.483871	19.032258
def node_has_edge_with_label(self, node_name, edge_label): """Looks for an edge from node_name to some other node with the specified label. Returns the node to which this edge points if it exists, or None if it doesn't. Parameters ---------- G : The graph obj...	[ "def", "node_has_edge_with_label", "(", "self", ",", "node_name", ",", "edge_label", ")", ":", "G", "=", "self", ".", "G", "for", "edge", "in", "G", ".", "edges", "(", "node_name", ")", ":", "to", "=", "edge", "[", "1", "]", "relation_name", "=", "G"...	31.454545	18.090909
def _get_perez_coefficients(perezmodel): ''' Find coefficients for the Perez model Parameters ---------- perezmodel : string (optional, default='allsitescomposite1990') a character string which selects the desired set of Perez coefficients. If model is not provided as an input...	[ "def", "_get_perez_coefficients", "(", "perezmodel", ")", ":", "coeffdict", "=", "{", "'allsitescomposite1990'", ":", "[", "[", "-", "0.0080", ",", "0.5880", ",", "-", "0.0620", ",", "-", "0.0600", ",", "0.0720", ",", "-", "0.0220", "]", ",", "[", "0.130...	54.822785	29.227848
def group_channels(self, group): """Returns a list of channel objects for the given group :param group: Name of the group to get channels for. :rtype: List of :class:`TdmsObject` objects. """ path = self._path(group) return [ self.objects[p] for...	[ "def", "group_channels", "(", "self", ",", "group", ")", ":", "path", "=", "self", ".", "_path", "(", "group", ")", "return", "[", "self", ".", "objects", "[", "p", "]", "for", "p", "in", "self", ".", "objects", "if", "p", ".", "startswith", "(", ...	28.230769	16.307692
def updateAppInfo(self, appInfo): """ This operation allows you to update the OAuth-specific properties associated with an application. Use the Get App Info operation to obtain the existing OAuth properties that can be edited. """ params = {"f" : "json", ...	[ "def", "updateAppInfo", "(", "self", ",", "appInfo", ")", ":", "params", "=", "{", "\"f\"", ":", "\"json\"", ",", "\"appInfo\"", ":", "appInfo", "}", "url", "=", "self", ".", "_url", "+", "\"/oauth/updateAppInfo\"", "return", "self", ".", "_post", "(", "...	43.538462	11.692308
def slice(self, start_time, end_time, strict=False): ''' Slice every annotation contained in the annotation array using `Annotation.slice` and return as a new AnnotationArray See `Annotation.slice` for details about slicing. This function does not modify the annotations ...	[ "def", "slice", "(", "self", ",", "start_time", ",", "end_time", ",", "strict", "=", "False", ")", ":", "sliced_array", "=", "AnnotationArray", "(", ")", "for", "ann", "in", "self", ":", "sliced_array", ".", "append", "(", "ann", ".", "slice", "(", "st...	39.264706	25.382353
def match_request_type(self, entry, request_type, regex=True): """ Helper function that returns entries with a request type matching the given `request_type` argument. :param entry: entry object to analyze :param request_type: ``str`` of request type to match :param rege...	[ "def", "match_request_type", "(", "self", ",", "entry", ",", "request_type", ",", "regex", "=", "True", ")", ":", "if", "regex", ":", "return", "re", ".", "search", "(", "request_type", ",", "entry", "[", "'request'", "]", "[", "'method'", "]", ",", "f...	43.357143	20.357143
def create(self, data): """ Create object from the given data. The given data may or may not have been validated prior to calling this function. This function will try its best in creating the object. If the resulting object cannot be produced, raises ``ValidationError``. The s...	[ "def", "create", "(", "self", ",", "data", ")", ":", "# todo: copy-paste code from representation.validate -> refactor", "if", "data", "is", "None", ":", "return", "None", "prototype", "=", "{", "}", "errors", "=", "{", "}", "# create and populate the prototype", "f...	37.694915	21.542373
def fn_getma(fn, bnum=1, return_ds=False): """Get masked array from input filename Parameters ---------- fn : str Input filename string bnum : int, optional Band number Returns ------- np.ma.array Masked array containing raster values """ #Add ch...	[ "def", "fn_getma", "(", "fn", ",", "bnum", "=", "1", ",", "return_ds", "=", "False", ")", ":", "#Add check for filename existence", "ds", "=", "fn_getds", "(", "fn", ")", "out", "=", "ds_getma", "(", "ds", ",", "bnum", "=", "bnum", ")", "if", "return_d...	20.904762	18.333333
def get_parameters_by_location(self, locations=None, excludes=None): """ Get parameters list by location :param locations: list of locations :type locations: list or None :param excludes: list of excludes locations :type excludes: list or None :return: list of Parameter ...	[ "def", "get_parameters_by_location", "(", "self", ",", "locations", "=", "None", ",", "excludes", "=", "None", ")", ":", "result", "=", "self", ".", "parameters", "if", "locations", ":", "result", "=", "filter", "(", "lambda", "x", ":", "x", ".", "locati...	37	15.25
def get_field_to_observations_map(generator, query_for_tag=''): """Return a field to `Observations` dict for the event generator. Args: generator: A generator over event protos. query_for_tag: A string that if specified, only create observations for events with this tag name. Returns: A dict m...	[ "def", "get_field_to_observations_map", "(", "generator", ",", "query_for_tag", "=", "''", ")", ":", "def", "increment", "(", "stat", ",", "event", ",", "tag", "=", "''", ")", ":", "assert", "stat", "in", "TRACKED_FIELDS", "field_to_obs", "[", "stat", "]", ...	37.536585	17.682927
def dot(self, y, t=None, A=None, U=None, V=None, kernel=None, check_sorted=True): """ Dot the covariance matrix into a vector or matrix Compute ``K.y`` where ``K`` is the covariance matrix of the GP without the white noise or ``yerr`` values on the diagonal. Args: ...	[ "def", "dot", "(", "self", ",", "y", ",", "t", "=", "None", ",", "A", "=", "None", ",", "U", "=", "None", ",", "V", "=", "None", ",", "kernel", "=", "None", ",", "check_sorted", "=", "True", ")", ":", "if", "kernel", "is", "None", ":", "kerne...	36.203704	21.722222
def main(): """Main function""" parser = argparse.ArgumentParser() parser.add_argument('-u', '--username', required=True, help='Fido username') parser.add_argument('-n', '--number', default=None, required=False, help='Fido phone number') parser.add_arg...	[ "def", "main", "(", ")", ":", "parser", "=", "argparse", ".", "ArgumentParser", "(", ")", "parser", ".", "add_argument", "(", "'-u'", ",", "'--username'", ",", "required", "=", "True", ",", "help", "=", "'Fido username'", ")", "parser", ".", "add_argument"...	40.5	15.972222
def popFile(title="Lackey Open File"): """ Creates a file selection dialog with the specified message and options. Returns the selected file. """ root = tk.Tk() root.withdraw() return str(tkFileDialog.askopenfilename(title=title))	[ "def", "popFile", "(", "title", "=", "\"Lackey Open File\"", ")", ":", "root", "=", "tk", ".", "Tk", "(", ")", "root", ".", "withdraw", "(", ")", "return", "str", "(", "tkFileDialog", ".", "askopenfilename", "(", "title", "=", "title", ")", ")" ]	35	14.571429
def build_and_trace(algo, init, limit=100, **kwargs): '''Run an optimizer on the rosenbrock function. Return xs, ys, and losses. In downhill, optimization algorithms can be iterated over to progressively minimize the loss. At each iteration, the optimizer yields a dictionary of monitor values that were...	[ "def", "build_and_trace", "(", "algo", ",", "init", ",", "limit", "=", "100", ",", "", "", "kwargs", ")", ":", "kw", "=", "dict", "(", "min_improvement", "=", "0", ",", "patience", "=", "0", ",", "max_gradient_norm", "=", "100", ")", "kw", ".", "...	43.35	21.55
def _to_json(self, strip, to_serialize=None): """Utility function that creates JSON repr. of a credentials object. Over-ride is needed since PKCS#12 keys will not in general be JSON serializable. Args: strip: array, An array of names of members to exclude from the ...	[ "def", "_to_json", "(", "self", ",", "strip", ",", "to_serialize", "=", "None", ")", ":", "if", "to_serialize", "is", "None", ":", "to_serialize", "=", "copy", ".", "copy", "(", "self", ".", "__dict__", ")", "pkcs12_val", "=", "to_serialize", ".", "get",...	41.583333	20.958333
def gifs_gif_id_get(self, api_key, gif_id, **kwargs): """ Get GIF by ID Endpoint Returns a GIF given that GIF's unique ID This method makes a synchronous HTTP request by default. To make an asynchronous HTTP request, please define a `callback` function to be invoked when ...	[ "def", "gifs_gif_id_get", "(", "self", ",", "api_key", ",", "gif_id", ",", "", "", "kwargs", ")", ":", "kwargs", "[", "'_return_http_data_only'", "]", "=", "True", "if", "kwargs", ".", "get", "(", "'callback'", ")", ":", "return", "self", ".", "gifs_gi...	44.846154	18
def parameters_changed(self): """Update the gradients of parameters for warping function This method is called when having new values of parameters for warping function, kernels and other parameters in a normal GP """ # using the warped X to update self.X = self.transfor...	[ "def", "parameters_changed", "(", "self", ")", ":", "# using the warped X to update", "self", ".", "X", "=", "self", ".", "transform_data", "(", "self", ".", "X_untransformed", ")", "super", "(", "InputWarpedGP", ",", "self", ")", ".", "parameters_changed", "(",...	53	22.083333
def lv_to_pypsa(network): """ Convert LV grid topology to PyPSA representation Includes grid topology of all LV grids of :attr:`~.grid.grid.Grid.lv_grids` Parameters ---------- network : Network eDisGo grid container Returns ------- dict of :pandas:`pandas.DataFrame<datafr...	[ "def", "lv_to_pypsa", "(", "network", ")", ":", "generators", "=", "[", "]", "loads", "=", "[", "]", "branch_tees", "=", "[", "]", "lines", "=", "[", "]", "lv_stations", "=", "[", "]", "storages", "=", "[", "]", "for", "lv_grid", "in", "network", "...	30.914474	18.677632
def ModelBasedReflexAgentProgram(rules, update_state): "This agent takes action based on the percept and state. [Fig. 2.12]" def program(percept): program.state = update_state(program.state, program.action, percept) rule = rule_match(program.state, rules) action = rule.action ret...	[ "def", "ModelBasedReflexAgentProgram", "(", "rules", ",", "update_state", ")", ":", "def", "program", "(", "percept", ")", ":", "program", ".", "state", "=", "update_state", "(", "program", ".", "state", ",", "program", ".", "action", ",", "percept", ")", ...	42.555556	17.666667
def sign_message(message, wif, hashfn=hashlib.sha256): """ Sign a digest with a wif key :param str wif: Private key in """ if not isinstance(message, bytes): message = bytes(message, "utf-8") digest = hashfn(message).digest() priv_key = PrivateKey(wif) p = bytes(priv_key) ...	[ "def", "sign_message", "(", "message", ",", "wif", ",", "hashfn", "=", "hashlib", ".", "sha256", ")", ":", "if", "not", "isinstance", "(", "message", ",", "bytes", ")", ":", "message", "=", "bytes", "(", "message", ",", "\"utf-8\"", ")", "digest", "=",...	34.726496	17.811966
def _add_interface(self, interface_id, **kw): """ Create a tunnel interface. Kw argument list is as follows """ base_interface = ElementCache() base_interface.update( interface_id=str(interface_id), interfaces=[]) if 'zone_ref' in kw: ...	[ "def", "_add_interface", "(", "self", ",", "interface_id", ",", "", "", "kw", ")", ":", "base_interface", "=", "ElementCache", "(", ")", "base_interface", ".", "update", "(", "interface_id", "=", "str", "(", "interface_id", ")", ",", "interfaces", "=", "...	40.944444	16.5
def remove_query_parameters(request, query_parameters_to_remove): """ Wrap replace_query_parameters() for API backward compatibility. """ replacements = [(k, None) for k in query_parameters_to_remove] return replace_query_parameters(request, replacements)	[ "def", "remove_query_parameters", "(", "request", ",", "query_parameters_to_remove", ")", ":", "replacements", "=", "[", "(", "k", ",", "None", ")", "for", "k", "in", "query_parameters_to_remove", "]", "return", "replace_query_parameters", "(", "request", ",", "re...	45	16
def confidential_interval(x, alpha=0.98): """ Return a numpy array of column confidential interval Parameters ---------- x : ndarray A numpy array instance alpha : float Alpha value of confidential interval Returns ------- ndarray A 1 x n numpy array which i...	[ "def", "confidential_interval", "(", "x", ",", "alpha", "=", "0.98", ")", ":", "from", "scipy", ".", "stats", "import", "t", "if", "x", ".", "ndim", "==", "1", ":", "df", "=", "len", "(", "x", ")", "-", "1", "# calculate positive critical value of studen...	30.235294	16.647059
def _generate_arg_types(coordlist_length, shape_name): """Find coordinate types based on shape name and coordlist length This function returns a list of coordinate types based on which coordinates can be repeated for a given type of shap Parameters ---------- coordlist_length : int The...	[ "def", "_generate_arg_types", "(", "coordlist_length", ",", "shape_name", ")", ":", "from", ".", "ds9_region_parser", "import", "ds9_shape_defs", "from", ".", "ds9_attr_parser", "import", "ds9_shape_in_comment_defs", "if", "shape_name", "in", "ds9_shape_defs", ":", "sha...	31.023256	20.744186
def load_file(self, currency_file): """To be subclassed if alternate methods of loading data. """ if currency_file.startswith(('http://', 'https://')): content = urlopen(currency_file).read() else: with open(currency_file, 'rb') as f: content = f.r...	[ "def", "load_file", "(", "self", ",", "currency_file", ")", ":", "if", "currency_file", ".", "startswith", "(", "(", "'http://'", ",", "'https://'", ")", ")", ":", "content", "=", "urlopen", "(", "currency_file", ")", ".", "read", "(", ")", "else", ":", ...	38	14.461538
def template_exists_db(self, template): """ Receives a template and checks if it exists in the database using the template name and language """ name = utils.camel_to_snake(template[0]).upper() language = utils.camel_to_snake(template[3]) try: models.E...	[ "def", "template_exists_db", "(", "self", ",", "template", ")", ":", "name", "=", "utils", ".", "camel_to_snake", "(", "template", "[", "0", "]", ")", ".", "upper", "(", ")", "language", "=", "utils", ".", "camel_to_snake", "(", "template", "[", "3", "...	38.166667	14
def CountClientVersionStringsByLabel(self, day_buckets): """Computes client-activity stats for all GRR versions in the DB.""" def ExtractVersion(client_info): return client_info.last_snapshot.GetGRRVersionString() return self._CountClientStatisticByLabel(day_buckets, ExtractVersion)	[ "def", "CountClientVersionStringsByLabel", "(", "self", ",", "day_buckets", ")", ":", "def", "ExtractVersion", "(", "client_info", ")", ":", "return", "client_info", ".", "last_snapshot", ".", "GetGRRVersionString", "(", ")", "return", "self", ".", "_CountClientStat...	42.428571	21.857143
def import_object_ns(name_space, import_str, args, *kwargs): """Tries to import object from default namespace. Imports a class and return an instance of it, first by trying to find the class in a default namespace, then failing back to a full path if not found in the default namespace. """ im...	[ "def", "import_object_ns", "(", "name_space", ",", "import_str", ",", "", "args", ",", "", "*", "kwargs", ")", ":", "import_value", "=", "\"%s.%s\"", "%", "(", "name_space", ",", "import_str", ")", "try", ":", "return", "import_class", "(", "import_value",...	42.083333	18.583333
def extract_classifier_and_extension(pkg_name, filename): """ Returns a PEP425-compliant classifier (or 'py2.py3-none-any' if it cannot be extracted), and the file extension TODO: return a classifier 3-members namedtuple instead of a single string """ basename, _, extension = filename.rpartition...	[ "def", "extract_classifier_and_extension", "(", "pkg_name", ",", "filename", ")", ":", "basename", ",", "_", ",", "extension", "=", "filename", ".", "rpartition", "(", "'.'", ")", "if", "extension", "==", "'gz'", "and", "filename", ".", "endswith", "(", "'.t...	45.315789	13.736842
def plot_covariance_ellipse( mean, cov=None, variance=1.0, std=None, ellipse=None, title=None, axis_equal=True, show_semiaxis=False, facecolor=None, edgecolor=None, fc='none', ec='#004080', alpha=1.0, xlim=None, ylim=None, ls='solid'): """ Deprecated function to p...	[ "def", "plot_covariance_ellipse", "(", "mean", ",", "cov", "=", "None", ",", "variance", "=", "1.0", ",", "std", "=", "None", ",", "ellipse", "=", "None", ",", "title", "=", "None", ",", "axis_equal", "=", "True", ",", "show_semiaxis", "=", "False", ",...	35.73913	21.73913
def build_kernel_to_data(self, Y, knn=None, bandwidth=None, bandwidth_scale=None): """Build transition matrix from new data to the graph Creates a transition matrix such that `Y` can be approximated by a linear combination of landmarks. Any transformation of the landmarks can be trivial...	[ "def", "build_kernel_to_data", "(", "self", ",", "Y", ",", "knn", "=", "None", ",", "bandwidth", "=", "None", ",", "bandwidth_scale", "=", "None", ")", ":", "if", "knn", "is", "None", ":", "knn", "=", "self", ".", "knn", "if", "bandwidth", "is", "Non...	35.418182	18.872727
def solveFashion(solution_next,DiscFac,conformUtilityFunc,punk_utility,jock_utility,switchcost_J2P,switchcost_P2J,pGrid,pEvolution,pref_shock_mag): ''' Solves a single period of the fashion victim model. Parameters ---------- solution_next: FashionSolution A representation of the solution t...	[ "def", "solveFashion", "(", "solution_next", ",", "DiscFac", ",", "conformUtilityFunc", ",", "punk_utility", ",", "jock_utility", ",", "switchcost_J2P", ",", "switchcost_P2J", ",", "pGrid", ",", "pEvolution", ",", "pref_shock_mag", ")", ":", "# Unpack next period's so...	44.25	21.869048
def ilwd_as_int(true_or_false=None): """Similar to lstring_as_obj, sets whether or not ilwd:chars should be treated as strings or as ints. Default is True. """ if true_or_false is not None: _default_types_status['ilwd_as_int'] = true_or_false numpy.typeDict[u'ilwd:char'] = int \ ...	[ "def", "ilwd_as_int", "(", "true_or_false", "=", "None", ")", ":", "if", "true_or_false", "is", "not", "None", ":", "_default_types_status", "[", "'ilwd_as_int'", "]", "=", "true_or_false", "numpy", ".", "typeDict", "[", "u'ilwd:char'", "]", "=", "int", "if", ...	44.4	6.7
def cmd_signing_remove(self, args): '''remove signing from server''' if not self.master.mavlink20(): print("You must be using MAVLink2 for signing") return self.master.mav.setup_signing_send(self.target_system, self.target_component, [0]*32, 0) self.master.disable...	[ "def", "cmd_signing_remove", "(", "self", ",", "args", ")", ":", "if", "not", "self", ".", "master", ".", "mavlink20", "(", ")", ":", "print", "(", "\"You must be using MAVLink2 for signing\"", ")", "return", "self", ".", "master", ".", "mav", ".", "setup_si...	44.5	14.25
def _split_generators(self, dl_manager): """Returns SplitGenerators.""" cifar_path = dl_manager.download_and_extract(self._cifar_info.url) cifar_info = self._cifar_info cifar_path = os.path.join(cifar_path, cifar_info.prefix) # Load the label names for label_key, label_file in zip(cifar_info.l...	[ "def", "_split_generators", "(", "self", ",", "dl_manager", ")", ":", "cifar_path", "=", "dl_manager", ".", "download_and_extract", "(", "self", ".", "_cifar_info", ".", "url", ")", "cifar_info", "=", "self", ".", "_cifar_info", "cifar_path", "=", "os", ".", ...	36.6	19.4
def get_file(self, path): """ Returns VPKFile instance for the given path """ metadata = self.get_file_meta(path) return self.get_vpkfile_instance(path, metadata)	[ "def", "get_file", "(", "self", ",", "path", ")", ":", "metadata", "=", "self", ".", "get_file_meta", "(", "path", ")", "return", "self", ".", "get_vpkfile_instance", "(", "path", ",", "metadata", ")" ]	32.833333	7.5
def starter(cls): """Return last gallery link.""" url = 'http://www.hagardunor.net/comics.php' data = cls.getPage(url) pattern = compile(tagre("a", "href", cls.prevUrl)) for starturl in cls.fetchUrls(url, data, pattern): pass return starturl	[ "def", "starter", "(", "cls", ")", ":", "url", "=", "'http://www.hagardunor.net/comics.php'", "data", "=", "cls", ".", "getPage", "(", "url", ")", "pattern", "=", "compile", "(", "tagre", "(", "\"a\"", ",", "\"href\"", ",", "cls", ".", "prevUrl", ")", ")...	36.75	15.125
def get_all_requisite_objectives(self, objective_id=None): """Gets a list of Objectives that are the requisites for the given Objective including the requistes of the requisites, and so on. In plenary mode, the returned list contains all of the immediate requisites, or an error results ...	[ "def", "get_all_requisite_objectives", "(", "self", ",", "objective_id", "=", "None", ")", ":", "# This should be re-implemented if and when handcar supports", "# getting all requisites directly", "requisites", "=", "list", "(", ")", "requisite_ids", "=", "list", "(", ")", ...	49.230769	21.576923
def convert_to_json_with_mac(self, md5digest, hmacdigest): # type: (EncryptionMetadata, str, str) -> dict """Constructs metadata for encryption :param EncryptionMetadata self: this :param str md5digest: md5 digest :param str hmacdigest: hmac-sha256 digest (data) :rtype: d...	[ "def", "convert_to_json_with_mac", "(", "self", ",", "md5digest", ",", "hmacdigest", ")", ":", "# type: (EncryptionMetadata, str, str) -> dict", "# encrypt keys", "enc_content_key", "=", "blobxfer", ".", "operations", ".", "crypto", ".", "rsa_encrypt_key_base64_encoded", "(...	46.380282	18.014085
def add_all(self, items, overflow_policy=OVERFLOW_POLICY_OVERWRITE): """ Adds all of the item in the specified collection to the tail of the Ringbuffer. An add_all is likely to outperform multiple calls to add(object) due to better io utilization and a reduced number of executed operatio...	[ "def", "add_all", "(", "self", ",", "items", ",", "overflow_policy", "=", "OVERFLOW_POLICY_OVERWRITE", ")", ":", "check_not_empty", "(", "items", ",", "\"items can't be empty\"", ")", "if", "len", "(", "items", ")", ">", "MAX_BATCH_SIZE", ":", "raise", "Assertio...	61.809524	37.428571
def distill_resnet_32_to_15_cifar20x5(): """Set of hyperparameters.""" hparams = distill_base() hparams.teacher_model = "resnet" hparams.teacher_hparams = "resnet_cifar_32" hparams.student_model = "resnet" hparams.student_hparams = "resnet_cifar_15" hparams.optimizer_momentum_nesterov = True # (base_lr...	[ "def", "distill_resnet_32_to_15_cifar20x5", "(", ")", ":", "hparams", "=", "distill_base", "(", ")", "hparams", ".", "teacher_model", "=", "\"resnet\"", "hparams", ".", "teacher_hparams", "=", "\"resnet_cifar_32\"", "hparams", ".", "student_model", "=", "\"resnet\"", ...	35.363636	17.590909
def as_unordered(self, inplace=False): """ Set the Categorical to be unordered. Parameters ---------- inplace : bool, default False Whether or not to set the ordered attribute in-place or return a copy of this categorical with ordered set to False. ...	[ "def", "as_unordered", "(", "self", ",", "inplace", "=", "False", ")", ":", "inplace", "=", "validate_bool_kwarg", "(", "inplace", ",", "'inplace'", ")", "return", "self", ".", "set_ordered", "(", "False", ",", "inplace", "=", "inplace", ")" ]	35.5	15.166667
def insert_secnos_factory(f): """Returns insert_secnos(key, value, fmt, meta) action that inserts section numbers into the attributes of elements of type f. """ # Get the name and standard length name = f.__closure__[0].cell_contents n = f.__closure__[1].cell_contents def insert_secnos(key...	[ "def", "insert_secnos_factory", "(", "f", ")", ":", "# Get the name and standard length", "name", "=", "f", ".", "__closure__", "[", "0", "]", ".", "cell_contents", "n", "=", "f", ".", "__closure__", "[", "1", "]", ".", "cell_contents", "def", "insert_secnos",...	37.431818	16.954545
def complete_acquaintance_strategy(qubit_order: Sequence[ops.Qid], acquaintance_size: int=0, ) -> circuits.Circuit: """ Returns an acquaintance strategy capable of executing a gate corresponding to any set of at most acquaintance_size qub...	[ "def", "complete_acquaintance_strategy", "(", "qubit_order", ":", "Sequence", "[", "ops", ".", "Qid", "]", ",", "acquaintance_size", ":", "int", "=", "0", ",", ")", "->", "circuits", ".", "Circuit", ":", "if", "acquaintance_size", "<", "0", ":", "raise", "...	41	20.028571
def value(self): """ Normalise the Attribute value and return .. note: `datetime` objects are normalised to ISO datestring, `bool` objects are normalised to Yes or No :rtype: str :return: The normalised value """ if isinstance(self.raw_value, (datetime.datetime, ...	[ "def", "value", "(", "self", ")", ":", "if", "isinstance", "(", "self", ".", "raw_value", ",", "(", "datetime", ".", "datetime", ",", "datetime", ".", "date", ")", ")", ":", "return", "self", ".", "raw_value", ".", "isoformat", "(", ")", "elif", "isi...	38.692308	18.384615
def launch_workflow(seqs_fp, working_dir, mean_error, error_dist, indel_prob, indel_max, trim_length, left_trim_length, min_size, ref_fp, ref_db_fp, threads_per_sample=1, sim_thresh=None, coverage_thresh=None): """Launch full deblur workflow for a single p...	[ "def", "launch_workflow", "(", "seqs_fp", ",", "working_dir", ",", "mean_error", ",", "error_dist", ",", "indel_prob", ",", "indel_max", ",", "trim_length", ",", "left_trim_length", ",", "min_size", ",", "ref_fp", ",", "ref_db_fp", ",", "threads_per_sample", "=", ...	45.588235	18.848739
def plot(self, show=True, plot_raw=True, plot_gp=True, plot_bad=True, plot_out=True, plot_cbv=True, simple=False): ''' Plots the final de-trended light curve. :param bool show: Show the plot or return the `(fig, ax)` instance? \ Default :py:obj:`True` ...	[ "def", "plot", "(", "self", ",", "show", "=", "True", ",", "plot_raw", "=", "True", ",", "plot_gp", "=", "True", ",", "plot_bad", "=", "True", ",", "plot_out", "=", "True", ",", "plot_cbv", "=", "True", ",", "simple", "=", "False", ")", ":", "log",...	39.515625	18.088542
def call_adam(job, master_ip, arguments, memory=None, override_parameters=None, run_local=False, native_adam_path=None): """ Invokes the ADAM container. Find ADAM at https://github.com/bigdatagenomics/adam. :param toil.Job.job job: The Toil Job callin...	[ "def", "call_adam", "(", "job", ",", "master_ip", ",", "arguments", ",", "memory", "=", "None", ",", "override_parameters", "=", "None", ",", "run_local", "=", "False", ",", "native_adam_path", "=", "None", ")", ":", "if", "run_local", ":", "master", "=", ...	49.095238	23.507937

def get(self, container): """ Returns a Container matching the specified container name. If no such container exists, a NoSuchContainer exception is raised. """ name = utils.get_name(container) uri = "/%s" % name resp, resp_body = self.api.method_head(uri) ...

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43.538462

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def get_authn_contexts(self): """ Gets the authentication contexts :returns: The authentication classes for the SAML Response :rtype: list """ authn_context_nodes = self.__query_assertion('/saml:AuthnStatement/saml:AuthnContext/saml:AuthnContextClassRef') return ...

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def from_stream(cls, stream, marker_code, offset): """ Return an |_SofMarker| instance for the SOFn marker at *offset* in stream. """ # field off type notes # ------------------ --- ----- ---------------------------- # segment length 0 ...

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46.9375

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def collate(self): """Unpacks DynamicMap into container of DynamicMaps Collation allows unpacking DynamicMaps which return Layout, NdLayout or GridSpace objects into a single such object containing DynamicMaps. Assumes that the items in the layout or grid that is returned do not...

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def bdplotter(task, **kwargs): ''' bdplotter is based on the fact that phonon DOS/bands and electron DOS/bands are the objects of the same kind. 1) DOS is formatted precomputed / smeared according to a normal distribution 2) bands are formatted precomputed / interpolated through natural cubic spline...

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44.95082

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def update_mutation_inputs(service): """ Args: service : The service being updated by the mutation Returns: (list) : a list of all of the fields availible for the service. Pk is a required field in order to filter the results """ # grab the default lis...

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def run_migrations_offline(): """Run migrations in 'offline' mode. This configures the context with just a URL and not an Engine, though an Engine is acceptable here as well. By skipping the Engine creation we don't even need a DBAPI to be available. Calls to context.execute() here emit the g...

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30.3125

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def write(library, session, data): """Writes data to device or interface synchronously. Corresponds to viWrite function of the VISA library. :param library: the visa library wrapped by ctypes. :param session: Unique logical identifier to a session. :param data: data to be written. :type data: ...

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def GetArtifactCollectorArgs(flow_args, knowledge_base): """Prepare bundle of artifacts and their dependencies for the client. Args: flow_args: An `ArtifactCollectorFlowArgs` instance. knowledge_base: contains information about the client Returns: rdf value object containing a list of extended artif...

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def get_text(self): """ Get the data in text form (i.e. human readable) """ t = "==== " + str(self.last_data_timestamp) + " ====\n" for k in self.data: t += k + " " + str(self.data[k][self.value_key]) u = "" if self.unit_key in self.data[k]: ...

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41.26087

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def editfile(fpath, verbose=True): # nocover """ DEPRICATED: This has been ported to xdev, please use that version. Opens a file or code corresponding to a live python object in your preferred visual editor. This function is mainly useful in an interactive IPython session. The visual editor i...

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def p_example_field(self, p): """example_field : ID EQ primitive NL | ID EQ ex_list NL | ID EQ ex_map NL""" if p[3] is NullToken: p[0] = AstExampleField( self.path, p.lineno(1), p.lexpos(1), p[1], None) else: ...

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def cat(fname, fallback=_DEFAULT, binary=True): """Return file content. fallback: the value returned in case the file does not exist or cannot be read binary: whether to open the file in binary or text mode. """ try: with _open_binary(fname) if binary else _open_text(fname) as ...

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35.384615

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def _check_for_single_nested(target, items_by_key, input_order): """Check for single nested inputs that match our target count and unnest. Handles complex var inputs where some have an extra layer of nesting. """ out = utils.deepish_copy(items_by_key) for (k, t) in input_order.items(): if t...

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def set_position_i(self, ivalue): """ Set the I gain of the position PID Args: ivalue (int): I value """ ivalue_msb = int(ivalue) >> 8 ivalue_lsb = int(ivalue) & 0xff data = [] data.append(0x0B) data.append(self.servoid) data.append(R...

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26

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def arcsin_sqrt(biom_tbl): """ Applies the arcsine square root transform to the given BIOM-format table """ arcsint = lambda data, id_, md: np.arcsin(np.sqrt(data)) tbl_relabd = relative_abd(biom_tbl) tbl_asin = tbl_relabd.transform(arcsint, inplace=False) return tbl_asin

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def Unregister(self, name): """Unregisters a constructor. Args: name: A name of the constructor to unregister. Raises: ValueError: If constructor with specified name has never been registered. """ precondition.AssertType(name, Text) try: del self._constructors[name] exce...

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26.4

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def absolute_charindex(self, string, start, end): """Finds the absolute character index of the specified regex match start and end indices in the *buffer* refstring.""" search = string[start:end] abs_start = self.refstring.index(search) return abs_start, (end - start) + abs_start

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52.5

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def _get_part_url(api, url, upload, part): """ Used by the worker to fetch url for the part that is to be uploaded. :param api: Api instance. :param url: Part url. :param upload: Upload identifier. :param part: Part number. :return: Storage generated URL for the part. """ try: ...

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33.625

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def connect(com, peers, tree, pub_url, root_id): """this function will be called on the engines""" com.connect(peers, tree, pub_url, root_id)

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49

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def name_changed(self, changed_item): """ checks if name has been changed and ignores the name change if the changed_item is an existing script Args: changed_item: """ name = str(changed_item.text()) # if the item has been moved we ignore this because the ite...

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47.428571

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def read_array(fname, sep=','): r""" Convert a CSV file without header into a numpy array of floats. >>> from openquake.baselib.general import gettemp >>> print(read_array(gettemp('.1 .2, .3 .4, .5 .6\n'))) [[[0.1 0.2] [0.3 0.4] [0.5 0.6]]] """ with open(fname) as f: rec...

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def mock_decorator_with_params(*oargs, **okwargs): # pylint: disable=unused-argument ''' Optionally mock a decorator that takes parameters E.g.: @blah(stuff=True) def things(): pass ''' def inner(fn, *iargs, **ikwargs): # pylint: disable=unused-argument if hasattr(fn, '__...

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25.066667

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def simplex_find_cycle(self): ''' API: simplex_find_cycle(self) Description: Returns a cycle (list of nodes) if the graph has one, returns None otherwise. Uses DFS. During DFS checks existence of arcs to lower depth regions. Note that direction of ...

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def get(self, name_or_klass): """ Gets a mode by name (or class) :param name_or_klass: The name or the class of the mode to get :type name_or_klass: str or type :rtype: pyqode.core.api.Mode """ if not isinstance(name_or_klass, str): name_or_klass = na...

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33.818182

9.454545

def human_bytes(value): """ Convert a byte value into a human-readable format. """ value = float(value) if value >= 1073741824: gigabytes = value / 1073741824 size = '%.2f GB' % gigabytes elif value >= 1048576: megabytes = value / 1048576 size = '%.2f MB' % megaby...

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def GET_AUTH(self, courseid, taskid): # pylint: disable=arguments-differ """ GET request """ course, task = self.get_course_and_check_rights(courseid, taskid) return self.page(course, task)

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def disconnect(self, slot, *extra_args): """ Disconnect @slot from the signal """ slot = Slot(slot, *extra_args) if slot in self._functions: self._functions.remove(slot) elif slot in self._after_functions: self._after_functions.remove(slot)

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def _plot_categories_as_colorblocks(groupby_ax, obs_tidy, colors=None, orientation='left', cmap_name='tab20'): """ Plots categories as colored blocks. If orientation is 'left', the categories are plotted vertically, otherwise they are plotted horizontally. Parameters ---------- groupby_ax : mat...

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37.929412

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def undobutton_action(self): """ when undo is clicked, revert the thematic map to the previous state""" if len(self.history) > 1: old = self.history.pop(-1) self.selection_array = old self.mask.set_data(old) self.fig.canvas.draw_idle()

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41.857143

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def discovery_zookeeper(self): """ Installs the ZooKeeper discovery bundles and instantiates components """ # Install the bundle self.context.install_bundle("pelix.remote.discovery.zookeeper").start() with use_waiting_list(self.context) as ipopo: # Instantiat...

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async def _handle_container_hard_timeout(self, container_id, hard_timeout): """ Kills a container (should be called with loop.call_later(hard_timeout, ...)) and displays a message on the log :param container_id: :param hard_timeout: :return: """ if container_id in...

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def move_old_profile(self, locale_minimum_needs_dir): """Move old minimum needs profile under user profile/minimum_needs. This function is to get rid the old min needs profile came from InaSAFE < 4.0. :param locale_minimum_needs_dir: User local minimum needs profile path. ...

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46.272727

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def set_pkg_verif_code(self, doc, code): """Sets the package verification code, if not already set. code - A string. Raises CardinalityError if already defined. Raises OrderError if no package previously defined. """ self.assert_package_exists() if not self.packag...

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40.25

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def create_hierarchy(hierarchy, level): """Create an OrderedDict :param hierarchy: a dictionary :param level: single key :return: deeper dictionary """ if level not in hierarchy: hierarchy[level] = OrderedDict() return hierarchy[level]

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26.3

9.2

def ndarr2str(arr, encoding='ascii'): """ This is used to ensure that the return value of arr.tostring() is actually a string. This will prevent lots of if-checks in calling code. As of numpy v1.6.1 (in Python 3.2.3), the tostring() function still returns type 'bytes', not 'str' as it advertises. """ ...

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51

16.5

def waliki_box(context, slug, show_edit=True, *args, **kwargs): """ A templatetag to render a wiki page content as a box in any webpage, and allow rapid edition if you have permission. It's inspired in `django-boxes`_ .. _django-boxes: https://github.com/eldarion/django-boxes """ request ...

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29.21875

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def _execute_migrations(self, current_version, destination_version): """ passed a version: this version don't exists in the database and is younger than the last version -> do migrations up until this version this version don't exists in the database and is older than the last ve...

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60.064935

40.506494

def timeout(delay, call, *args, **kwargs): """Run a function call for `delay` seconds, and raise a RuntimeError if the operation didn't complete.""" return_value = None def target(): nonlocal return_value return_value = call(*args, **kwargs) t = Thread(target=target) t.start() ...

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27.375

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def process_form(self, instance, field, form, empty_marker=None, emptyReturnsMarker=False): """Return a UID so that ReferenceField understands. """ fieldName = field.getName() if fieldName + "_uid" in form: uid = form.get(fieldName + "_uid", '') ...

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40.055556

10.944444

def from_isodatetime(value, strict=False): """Convert an ISO formatted datetime into a Date object. :param value: The ISO formatted datetime. :param strict: If value is ``None``, then if strict is ``True`` it returns the Date object of today, otherwise it returns ``None``. (Default: ``False...

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39

12.727273

def add_data_dict(self, dd): # pragma: no cover - never used... """ dd must be a dictionary where keys are the metric name, each key contains a dictionary which at least must have 'value' key (optionally 'ts') dd = {'experiment1.subsystem.block.metric1': {'value': 12.3, 'ts': 137949160...

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41.941176

17.823529

def configure_root(self, config, incremental=False): """Configure a root logger from a dictionary.""" root = logging.getLogger() self.common_logger_config(root, config, incremental)

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50.5

9.5

def get_display_label(choices, status): """Get a display label for resource status. This method is used in places where a resource's status or admin state labels need to assigned before they are sent to the view template. """ for (value, label) in choices: if value == (status or '').lo...

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26.875

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def potential_energy(self, potential=None): r""" The potential energy *per unit mass*: .. math:: E_\Phi = \Phi(\boldsymbol{q}) Returns ------- E : :class:`~astropy.units.Quantity` The potential energy. """ if self.hamiltonian is ...

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30.25

18.2

def set(self): """Set event flag to true and resolve future(s) returned by until_set() Notes ----- A call to set() may result in control being transferred to done_callbacks attached to the future returned by until_set(). """ self._flag = True old_future ...

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38.733333

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async def send_http_response(writer, http_code: int, headers: List[Tuple[str, str]], content: bytes, http_status: str= None ) -> None: """ generate http response paylo...

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32.227273

14.590909

def is_appendable_to(self, group): """Return True if features are appendable to a HDF5 group""" return (group.attrs['format'] == self.dformat and group[self.name].dtype == self.dtype and # We use a method because dim differs in dense and sparse. self._grou...

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56.666667

14

def _compute_first(self): """Computes the FIRST set for every symbol in the grammar. Tenatively based on _compute_first in PLY. """ for terminal in self.terminals: self._first[terminal].add(terminal) self._first[END_OF_INPUT].add(END_OF_INPUT) while True: ...

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34.095238

17.47619

def set_all_ylims(self, ylim, dy, yscale, fontsize=None): """Set limits and ticks for y axis for whole figure. This will set y axis limits and tick marks for the entire figure. It can be overridden in the SinglePlot class. Args: ylim (len-2 list of floats): The limits for t...

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40.1875

23.375

def mavlink_packet(self, msg): '''handle an incoming mavlink packet''' msgType = msg.get_type() master = self.master if msgType == 'HEARTBEAT': # Update state and mode information if type(master.motors_armed()) == type(True): self.armed = ma...

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49.054054

14.891892

def complete_io(self, iocb, msg): """Called by a handler to return data to the client.""" if _debug: IOQController._debug("complete_io %r %r", iocb, msg) # check to see if it is completing the active one if iocb is not self.active_iocb: raise RuntimeError("not the current io...

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34.483871

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def node_has_edge_with_label(self, node_name, edge_label): """Looks for an edge from node_name to some other node with the specified label. Returns the node to which this edge points if it exists, or None if it doesn't. Parameters ---------- G : The graph obj...

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31.454545

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def _get_perez_coefficients(perezmodel): ''' Find coefficients for the Perez model Parameters ---------- perezmodel : string (optional, default='allsitescomposite1990') a character string which selects the desired set of Perez coefficients. If model is not provided as an input...

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54.822785

29.227848

def group_channels(self, group): """Returns a list of channel objects for the given group :param group: Name of the group to get channels for. :rtype: List of :class:`TdmsObject` objects. """ path = self._path(group) return [ self.objects[p] for...

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28.230769

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def updateAppInfo(self, appInfo): """ This operation allows you to update the OAuth-specific properties associated with an application. Use the Get App Info operation to obtain the existing OAuth properties that can be edited. """ params = {"f" : "json", ...

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43.538462

11.692308

def slice(self, start_time, end_time, strict=False): ''' Slice every annotation contained in the annotation array using `Annotation.slice` and return as a new AnnotationArray See `Annotation.slice` for details about slicing. This function does not modify the annotations ...

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39.264706

25.382353

def match_request_type(self, entry, request_type, regex=True): """ Helper function that returns entries with a request type matching the given `request_type` argument. :param entry: entry object to analyze :param request_type: ``str`` of request type to match :param rege...

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43.357143

20.357143

def create(self, data): """ Create object from the given data. The given data may or may not have been validated prior to calling this function. This function will try its best in creating the object. If the resulting object cannot be produced, raises ``ValidationError``. The s...

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37.694915

21.542373

def fn_getma(fn, bnum=1, return_ds=False): """Get masked array from input filename Parameters ---------- fn : str Input filename string bnum : int, optional Band number Returns ------- np.ma.array Masked array containing raster values """ #Add ch...

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20.904762

18.333333

def get_parameters_by_location(self, locations=None, excludes=None): """ Get parameters list by location :param locations: list of locations :type locations: list or None :param excludes: list of excludes locations :type excludes: list or None :return: list of Parameter ...

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37

15.25

def get_field_to_observations_map(generator, query_for_tag=''): """Return a field to `Observations` dict for the event generator. Args: generator: A generator over event protos. query_for_tag: A string that if specified, only create observations for events with this tag name. Returns: A dict m...

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37.536585

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def dot(self, y, t=None, A=None, U=None, V=None, kernel=None, check_sorted=True): """ Dot the covariance matrix into a vector or matrix Compute ``K.y`` where ``K`` is the covariance matrix of the GP without the white noise or ``yerr`` values on the diagonal. Args: ...

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36.203704

21.722222

def main(): """Main function""" parser = argparse.ArgumentParser() parser.add_argument('-u', '--username', required=True, help='Fido username') parser.add_argument('-n', '--number', default=None, required=False, help='Fido phone number') parser.add_arg...

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40.5

15.972222

def popFile(title="Lackey Open File"): """ Creates a file selection dialog with the specified message and options. Returns the selected file. """ root = tk.Tk() root.withdraw() return str(tkFileDialog.askopenfilename(title=title))

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35

14.571429

def build_and_trace(algo, init, limit=100, **kwargs): '''Run an optimizer on the rosenbrock function. Return xs, ys, and losses. In downhill, optimization algorithms can be iterated over to progressively minimize the loss. At each iteration, the optimizer yields a dictionary of monitor values that were...

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43.35

21.55

def _to_json(self, strip, to_serialize=None): """Utility function that creates JSON repr. of a credentials object. Over-ride is needed since PKCS#12 keys will not in general be JSON serializable. Args: strip: array, An array of names of members to exclude from the ...

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41.583333

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def gifs_gif_id_get(self, api_key, gif_id, **kwargs): """ Get GIF by ID Endpoint Returns a GIF given that GIF's unique ID This method makes a synchronous HTTP request by default. To make an asynchronous HTTP request, please define a `callback` function to be invoked when ...

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44.846154

18

def parameters_changed(self): """Update the gradients of parameters for warping function This method is called when having new values of parameters for warping function, kernels and other parameters in a normal GP """ # using the warped X to update self.X = self.transfor...

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53

22.083333

def lv_to_pypsa(network): """ Convert LV grid topology to PyPSA representation Includes grid topology of all LV grids of :attr:`~.grid.grid.Grid.lv_grids` Parameters ---------- network : Network eDisGo grid container Returns ------- dict of :pandas:`pandas.DataFrame<datafr...

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30.914474

18.677632

def ModelBasedReflexAgentProgram(rules, update_state): "This agent takes action based on the percept and state. [Fig. 2.12]" def program(percept): program.state = update_state(program.state, program.action, percept) rule = rule_match(program.state, rules) action = rule.action ret...

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42.555556

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def sign_message(message, wif, hashfn=hashlib.sha256): """ Sign a digest with a wif key :param str wif: Private key in """ if not isinstance(message, bytes): message = bytes(message, "utf-8") digest = hashfn(message).digest() priv_key = PrivateKey(wif) p = bytes(priv_key) ...

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34.726496

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def _add_interface(self, interface_id, **kw): """ Create a tunnel interface. Kw argument list is as follows """ base_interface = ElementCache() base_interface.update( interface_id=str(interface_id), interfaces=[]) if 'zone_ref' in kw: ...

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40.944444

16.5

def remove_query_parameters(request, query_parameters_to_remove): """ Wrap replace_query_parameters() for API backward compatibility. """ replacements = [(k, None) for k in query_parameters_to_remove] return replace_query_parameters(request, replacements)

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45

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def confidential_interval(x, alpha=0.98): """ Return a numpy array of column confidential interval Parameters ---------- x : ndarray A numpy array instance alpha : float Alpha value of confidential interval Returns ------- ndarray A 1 x n numpy array which i...

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def _generate_arg_types(coordlist_length, shape_name): """Find coordinate types based on shape name and coordlist length This function returns a list of coordinate types based on which coordinates can be repeated for a given type of shap Parameters ---------- coordlist_length : int The...

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def load_file(self, currency_file): """To be subclassed if alternate methods of loading data. """ if currency_file.startswith(('http://', 'https://')): content = urlopen(currency_file).read() else: with open(currency_file, 'rb') as f: content = f.r...

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def template_exists_db(self, template): """ Receives a template and checks if it exists in the database using the template name and language """ name = utils.camel_to_snake(template[0]).upper() language = utils.camel_to_snake(template[3]) try: models.E...

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def CountClientVersionStringsByLabel(self, day_buckets): """Computes client-activity stats for all GRR versions in the DB.""" def ExtractVersion(client_info): return client_info.last_snapshot.GetGRRVersionString() return self._CountClientStatisticByLabel(day_buckets, ExtractVersion)

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def import_object_ns(name_space, import_str, *args, **kwargs): """Tries to import object from default namespace. Imports a class and return an instance of it, first by trying to find the class in a default namespace, then failing back to a full path if not found in the default namespace. """ im...

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def extract_classifier_and_extension(pkg_name, filename): """ Returns a PEP425-compliant classifier (or 'py2.py3-none-any' if it cannot be extracted), and the file extension TODO: return a classifier 3-members namedtuple instead of a single string """ basename, _, extension = filename.rpartition...

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def plot_covariance_ellipse( mean, cov=None, variance=1.0, std=None, ellipse=None, title=None, axis_equal=True, show_semiaxis=False, facecolor=None, edgecolor=None, fc='none', ec='#004080', alpha=1.0, xlim=None, ylim=None, ls='solid'): """ Deprecated function to p...

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def build_kernel_to_data(self, Y, knn=None, bandwidth=None, bandwidth_scale=None): """Build transition matrix from new data to the graph Creates a transition matrix such that `Y` can be approximated by a linear combination of landmarks. Any transformation of the landmarks can be trivial...

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def solveFashion(solution_next,DiscFac,conformUtilityFunc,punk_utility,jock_utility,switchcost_J2P,switchcost_P2J,pGrid,pEvolution,pref_shock_mag): ''' Solves a single period of the fashion victim model. Parameters ---------- solution_next: FashionSolution A representation of the solution t...

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def ilwd_as_int(true_or_false=None): """Similar to lstring_as_obj, sets whether or not ilwd:chars should be treated as strings or as ints. Default is True. """ if true_or_false is not None: _default_types_status['ilwd_as_int'] = true_or_false numpy.typeDict[u'ilwd:char'] = int \ ...

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44.4

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def cmd_signing_remove(self, args): '''remove signing from server''' if not self.master.mavlink20(): print("You must be using MAVLink2 for signing") return self.master.mav.setup_signing_send(self.target_system, self.target_component, [0]*32, 0) self.master.disable...

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def _split_generators(self, dl_manager): """Returns SplitGenerators.""" cifar_path = dl_manager.download_and_extract(self._cifar_info.url) cifar_info = self._cifar_info cifar_path = os.path.join(cifar_path, cifar_info.prefix) # Load the label names for label_key, label_file in zip(cifar_info.l...

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36.6

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def get_file(self, path): """ Returns VPKFile instance for the given path """ metadata = self.get_file_meta(path) return self.get_vpkfile_instance(path, metadata)

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32.833333

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def starter(cls): """Return last gallery link.""" url = 'http://www.hagardunor.net/comics.php' data = cls.getPage(url) pattern = compile(tagre("a", "href", cls.prevUrl)) for starturl in cls.fetchUrls(url, data, pattern): pass return starturl

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def get_all_requisite_objectives(self, objective_id=None): """Gets a list of Objectives that are the requisites for the given Objective including the requistes of the requisites, and so on. In plenary mode, the returned list contains all of the immediate requisites, or an error results ...

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def convert_to_json_with_mac(self, md5digest, hmacdigest): # type: (EncryptionMetadata, str, str) -> dict """Constructs metadata for encryption :param EncryptionMetadata self: this :param str md5digest: md5 digest :param str hmacdigest: hmac-sha256 digest (data) :rtype: d...

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def add_all(self, items, overflow_policy=OVERFLOW_POLICY_OVERWRITE): """ Adds all of the item in the specified collection to the tail of the Ringbuffer. An add_all is likely to outperform multiple calls to add(object) due to better io utilization and a reduced number of executed operatio...

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def distill_resnet_32_to_15_cifar20x5(): """Set of hyperparameters.""" hparams = distill_base() hparams.teacher_model = "resnet" hparams.teacher_hparams = "resnet_cifar_32" hparams.student_model = "resnet" hparams.student_hparams = "resnet_cifar_15" hparams.optimizer_momentum_nesterov = True # (base_lr...

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def as_unordered(self, inplace=False): """ Set the Categorical to be unordered. Parameters ---------- inplace : bool, default False Whether or not to set the ordered attribute in-place or return a copy of this categorical with ordered set to False. ...

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def insert_secnos_factory(f): """Returns insert_secnos(key, value, fmt, meta) action that inserts section numbers into the attributes of elements of type f. """ # Get the name and standard length name = f.__closure__[0].cell_contents n = f.__closure__[1].cell_contents def insert_secnos(key...

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def complete_acquaintance_strategy(qubit_order: Sequence[ops.Qid], acquaintance_size: int=0, ) -> circuits.Circuit: """ Returns an acquaintance strategy capable of executing a gate corresponding to any set of at most acquaintance_size qub...

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def value(self): """ Normalise the Attribute value and return .. note: `datetime` objects are normalised to ISO datestring, `bool` objects are normalised to Yes or No :rtype: str :return: The normalised value """ if isinstance(self.raw_value, (datetime.datetime, ...

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def launch_workflow(seqs_fp, working_dir, mean_error, error_dist, indel_prob, indel_max, trim_length, left_trim_length, min_size, ref_fp, ref_db_fp, threads_per_sample=1, sim_thresh=None, coverage_thresh=None): """Launch full deblur workflow for a single p...

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def plot(self, show=True, plot_raw=True, plot_gp=True, plot_bad=True, plot_out=True, plot_cbv=True, simple=False): ''' Plots the final de-trended light curve. :param bool show: Show the plot or return the `(fig, ax)` instance? \ Default :py:obj:`True` ...

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def call_adam(job, master_ip, arguments, memory=None, override_parameters=None, run_local=False, native_adam_path=None): """ Invokes the ADAM container. Find ADAM at https://github.com/bigdatagenomics/adam. :param toil.Job.job job: The Toil Job callin...

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