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def C_array2dict(C): """Convert a 1D array containing C values to a dictionary.""" d = OrderedDict() i=0 for k in C_keys: s = C_keys_shape[k] if s == 1: j = i+1 d[k] = C[i] else: j = i \ + reduce(operator.mul, s, 1) d[k] = C[i...
def C_dict2array(C): """Convert an OrderedDict containing C values to a 1D array.""" return np.hstack([np.asarray(C[k]).ravel() for k in C_keys])
def symmetrize_nonred(C): """Symmetrize the Wilson coefficient arrays. This function takes into account the symmetry factors that occur when transitioning from a basis with only non-redundant operators (like in WCxf) to a basis where the Wilson coefficients are symmetrized like the operators.""" ...
def unscale_dict(C): """Undo the scaling applied in `scale_dict`.""" C_out = {k: _scale_dict[k] * v for k, v in C.items()} for k in C_symm_keys[8]: C_out['qqql'] = unscale_8(C_out['qqql']) return C_out
def wcxf2arrays_symmetrized(d): """Convert a dictionary with a Wilson coefficient name followed by underscore and numeric indices as keys and numbers as values to a dictionary with Wilson coefficient names as keys and numbers or numpy arrays as values. In contrast to `wcxf2arrays`, here the numpy ...
def commit_signal(data_id): """Nudge manager at the end of every Data object save event.""" if not getattr(settings, 'FLOW_MANAGER_DISABLE_AUTO_CALLS', False): immediate = getattr(settings, 'FLOW_MANAGER_SYNC_AUTO_CALLS', False) async_to_sync(manager.communicate)(data_id=data_id, save_settings=F...
def manager_post_save_handler(sender, instance, created, **kwargs): """Run newly created (spawned) processes.""" if instance.status == Data.STATUS_DONE or instance.status == Data.STATUS_ERROR or created: # Run manager at the end of the potential transaction. Otherwise # tasks are send to workers...
def delete_entity(sender, instance, **kwargs): """Delete Entity when last Data object is deleted.""" # 1 means that the last Data object is going to be deleted. Entity.objects.annotate(num_data=Count('data')).filter(data=instance, num_data=1).delete()
def delete_relation(sender, instance, **kwargs): """Delete the Relation object when the last Entity is removed.""" def process_signal(relation_id): """Get the relation and delete it if it has no entities left.""" try: relation = Relation.objects.get(pk=relation_id) except Rel...
async def run_executor(): """Start the actual execution; instantiate the executor and run.""" parser = argparse.ArgumentParser(description="Run the specified executor.") parser.add_argument('module', help="The module from which to instantiate the concrete executor.") args = parser.parse_args() modu...
def assert_valid(sysmeta_pyxb, pid): """Validate file at {sciobj_path} against schema selected via formatId and raise InvalidRequest if invalid. Validation is only performed when: - SciMeta validation is enabled - and Object size is below size limit for validation - and formatId designates obj...
def ready(self): """Perform application initialization.""" # Initialize the type extension composer. from . composer import composer composer.discover_extensions() is_migrating = sys.argv[1:2] == ['migrate'] if is_migrating: # Do not register signals and ES i...
def to_internal_value(self, data): """Convert to internal value.""" user = getattr(self.context.get('request'), 'user') queryset = self.get_queryset() permission = get_full_perm('view', queryset.model) try: return get_objects_for_user( user, ...
def dumps(dct, as_dict=False, **kwargs): """ Dump the dict to json in DynamoDB Format You can use any other simplejson or json options :param dct - the dict to dump :param as_dict - returns the result as python dict (useful for DynamoDB boto3 library) or as json sting :returns: Dynam...
def object_hook(dct): """ DynamoDB object hook to return python values """ try: # First - Try to parse the dct as DynamoDB parsed if 'BOOL' in dct: return dct['BOOL'] if 'S' in dct: val = dct['S'] try: return datetime.strptime(val, '%Y-...
def loads(s, as_dict=False, *args, **kwargs): """ Loads dynamodb json format to a python dict. :param s - the json string or dict (with the as_dict variable set to True) to convert :returns python dict object """ if as_dict or (not isinstance(s, six.string_types)): s = json.dumps(s) ...
def tileSize(self, zoom): "Returns the size (in meters) of a tile" assert zoom in range(0, len(self.RESOLUTIONS)) return self.tileSizePx * self.RESOLUTIONS[int(zoom)]
def tileBounds(self, zoom, tileCol, tileRow): "Returns the bounds of a tile in LV03 (EPSG:21781)" assert zoom in range(0, len(self.RESOLUTIONS)) # 0,0 at top left: y axis down and x axis right tileSize = self.tileSize(zoom) minX = self.MINX + tileCol * tileSize maxX = se...
def tileAddress(self, zoom, point): "Returns a tile address based on a zoom level and \ a point in the tile" [x, y] = point assert x <= self.MAXX and x >= self.MINX assert y <= self.MAXY and y >= self.MINY assert zoom in range(0, len(self.RESOLUTIONS)) tileS = se...
def intersectsExtent(self, extent): "Determine if an extent intersects this instance extent" return \ self.extent[0] <= extent[2] and self.extent[2] >= extent[0] and \ self.extent[1] <= extent[3] and self.extent[3] >= extent[1]
def iterGrid(self, minZoom, maxZoom): "Yields the tileBounds, zoom, tileCol and tileRow" assert minZoom in range(0, len(self.RESOLUTIONS)) assert maxZoom in range(0, len(self.RESOLUTIONS)) assert minZoom <= maxZoom for zoom in xrange(minZoom, maxZoom + 1): [minRow, m...
def numberOfXTilesAtZoom(self, zoom): "Returns the number of tiles over x at a given zoom level" [minRow, minCol, maxRow, maxCol] = self.getExtentAddress(zoom) return maxCol - minCol + 1
def numberOfYTilesAtZoom(self, zoom): "Retruns the number of tiles over y at a given zoom level" [minRow, minCol, maxRow, maxCol] = self.getExtentAddress(zoom) return maxRow - minRow + 1
def numberOfTilesAtZoom(self, zoom): "Returns the total number of tile at a given zoom level" [minRow, minCol, maxRow, maxCol] = self.getExtentAddress(zoom) return (maxCol - minCol + 1) * (maxRow - minRow + 1)
def totalNumberOfTiles(self, minZoom=None, maxZoom=None): "Return the total number of tiles for this instance extent" nbTiles = 0 minZoom = minZoom or 0 if maxZoom: maxZoom = maxZoom + 1 else: maxZoom = len(self.RESOLUTIONS) for zoom in xrange(minZ...
def getZoom(self, resolution): "Return the zoom level for a given resolution" assert resolution in self.RESOLUTIONS return self.RESOLUTIONS.index(resolution)
def _getZoomLevelRange(self, resolution, unit='meters'): "Return lower and higher zoom level given a resolution" assert unit in ('meters', 'degrees') if unit == 'meters' and self.unit == 'degrees': resolution = resolution / self.metersPerUnit elif unit == 'degrees' and self.u...
def getClosestZoom(self, resolution, unit='meters'): """ Return the closest zoom level for a given resolution Parameters: resolution -- max. resolution unit -- unit for output (default='meters') """ lo, hi = self._getZoomLevelRange(resolution, unit) ...
def getCeilingZoom(self, resolution, unit='meters'): """ Return the maximized zoom level for a given resolution Parameters: resolution -- max. resolution unit -- unit for output (default='meters') """ if resolution in self.RESOLUTIONS: return s...
def getScale(self, zoom): """Returns the scale at a given zoom level""" if self.unit == 'degrees': resolution = self.getResolution(zoom) * EPSG4326_METERS_PER_UNIT else: resolution = self.getResolution(zoom) return resolution / STANDARD_PIXEL_SIZE
def getExtentAddress(self, zoom, extent=None, contained=False): """ Return the bounding addresses ([minRow, minCol, maxRow, maxCol] based on the instance's extent or a user defined extent. Generic method that works with regular and irregular pyramids. Parameters: zoom...
def getParentTiles(self, zoom, col, row, zoomParent): """ Return the parent tile(s) for an irregular (not following quadindex) and regular tiling scheme Parameters: zoom -- the zoom level a the child tile row -- the row of the child tile col -- the col...
def enable_loggly(graph): """ Enable loggly if it is configured and not debug/testing. """ if graph.metadata.debug or graph.metadata.testing: return False try: if not graph.config.logging.loggly.token: return False if not graph.config.logging.loggly.environment...
def make_dict_config(graph): """ Build a dictionary configuration from conventions and configuration. """ formatters = {} handlers = {} loggers = {} # create the console handler formatters["ExtraFormatter"] = make_extra_console_formatter(graph) handlers["console"] = make_stream_han...
def make_json_formatter(graph): """ Create the default json formatter. """ return { "()": graph.config.logging.json_formatter.formatter, "fmt": graph.config.logging.json_required_keys, }
def make_stream_handler(graph, formatter): """ Create the stream handler. Used for console/debug output. """ return { "class": graph.config.logging.stream_handler.class_, "formatter": formatter, "level": graph.config.logging.level, "stream": graph.config.logging.stream_h...
def make_loggly_handler(graph, formatter): """ Create the loggly handler. Used for searchable aggregation. """ base_url = graph.config.logging.loggly.base_url loggly_url = "{}/inputs/{}/tag/{}".format( base_url, graph.config.logging.loggly.token, ",".join([ ...
def make_library_levels(graph): """ Create third party library logging level configurations. Tunes down overly verbose logs in commonly used libraries. """ # inject the default components; these can, but probably shouldn't, be overridden levels = {} for level in ["DEBUG", "INFO", "WARN", "...
def process_request(self, request): """ Redirects the current request if there is a matching Redirect model with the current request URL as the old_path field. """ site = request.site cache_key = '{prefix}-{site}'.format(prefix=settings.REDIRECT_CACHE_KEY_PREFIX, site=sit...
def context_logger(context_func, func, parent=None): """ The results of context_func will be executed and applied to a ContextLogger instance for the execution of func. The resulting ContextLogger instance will be available on parent.logger for the duration of func. :param context_func: callable wh...
def patched_get_current(self, request=None): """ Monkey patched version of Django's SiteManager.get_current() function. Returns the current Site based on a given request or the SITE_ID in the project's settings. If a request is given attempts to match a site with domain matching request.get_host()....
def patched_get_site_by_id(self, site_id): """ Monkey patched version of Django's SiteManager._get_site_by_id() function. Adds a configurable timeout to the in-memory SITE_CACHE for each cached Site. This allows for the use of an in-memory cache for Site models, avoiding one or more DB hits on ever...
def patched_get_site_by_request(self, request): """ Monkey patched version of Django's SiteManager._get_site_by_request() function. Adds a configurable timeout to the in-memory SITE_CACHE for each cached Site. This allows for the use of an in-memory cache for Site models, avoiding one or more DB hi...
def str_brief(obj, lim=20, dots='...', use_repr=True): """Truncates a string, starting from 'lim' chars. The given object can be a string, or something that can be casted to a string. >>> import string >>> str_brief(string.uppercase) 'ABCDEFGHIJKLMNOPQRST...' >>> str_brief(2 ** 50, lim=10, dots...
def get_mirror_resources_by_name_map(self, scope=None): """ returns a map volume_name -> volume, cg_name->cg scope is either None or CG or Volume """ volumes_mirrors_by_name = dict() cgs_mirrors_by_name = dict() if ((scope is None) or (scope.lower() == 'volume')...
def get_host_port_names(self, host_name): """ return a list of the port names of XIV host """ port_names = list() host = self.get_hosts_by_name(host_name) fc_ports = host.fc_ports iscsi_ports = host.iscsi_ports port_names.extend(fc_ports.split(',') if fc_ports != ''...
def get_cluster_port_names(self, cluster_name): """ return a list of the port names under XIV CLuster """ port_names = list() for host_name in self.get_hosts_by_clusters()[cluster_name]: port_names.extend(self.get_hosts_by_name(host_name)) return port_names
def flush(self): """remove all stale clients from pool""" now = time.time() to_remove = [] for k, entry in self.pool.items(): if entry.timestamp < now: entry.client.close() to_remove.append(k) for k in to_remove: del self.po...
def get(self, user, password, endpoints): """Gets an existing connection or opens a new one """ now = time.time() # endpoints can either be str or list if isinstance(endpoints, str): endpoints = [endpoints] for ep in endpoints: if ep not in self.po...
def size(value: int, suffixes: list = None) -> str: """ >>> size(1024) '1 KB' """ suffixes = suffixes or [ 'bytes', 'KB', 'MB', 'GB', 'TB', 'PB', 'EB', 'ZB', 'YB'] order = int(log2(value) / 10) if value else 0 return '{:.4g} {}'.format(value / (1 << (order * 10)), suffixes[order])
def parse_size(value): """ >>> parse_size('1M') 1048576 >>> parse_size('512K512K') 1048576 >>> parse_size('512K 512K') 1048576 >>> parse_size('512K 512K 4') 1048580 """ if isinstance(value, (int, float)): return value elif not pattern_valid.fullmatch(value): ...
def parse_duration(value): """ >>> parse_duration('1h') 3600 >>> parse_duration('1m') 60 >>> parse_duration('1m 2s') 62 >>> parse_duration('1') 1 """ if isinstance(value, (int, float)): return value elif not pattern_valid.fullmatch(value): raise ValueErro...
def send_event(self, action, properties, event_severity=EVENT_SEVERITY): """ send css_event and if fails send custom_event instead Args: action (ACTIONS): the action causing the event properties (dict): the action additional properties event_severity (string):...
def _create_mirror(self, resource_type, resource_name, target_name, mirror_type, slave_resource_name, create_slave='no', remote_pool=None, rpo=None, remote_rpo=None, schedule=None, remote_schedule=None, activate_mirror='no')...
def chained(wrapping_exc): # pylint: disable=W0212 """ Embeds the current exception information into the given one (which will replace the current one). For example:: try: ... except OSError as ex: raise chained(MyError("database not found!")) """ t, ...
def get_user(self, username, *, mode=OsuMode.osu, event_days=31): """Get a user profile. Parameters ---------- username : str or int A `str` representing the user's username, or an `int` representing the user's id. mode : :class:`osuapi.enums.OsuMode` The...
def get_user_best(self, username, *, mode=OsuMode.osu, limit=50): """Get a user's best scores. Parameters ---------- username : str or int A `str` representing the user's username, or an `int` representing the user's id. mode : :class:`osuapi.enums.OsuMode` ...
def get_user_recent(self, username, *, mode=OsuMode.osu, limit=10): """Get a user's most recent scores, within the last 24 hours. Parameters ---------- username : str or int A `str` representing the user's username, or an `int` representing the user's id. mode : :cla...
def get_scores(self, beatmap_id, *, username=None, mode=OsuMode.osu, mods=None, limit=50): """Get the top scores for a given beatmap. Parameters ---------- beatmap_id Individual Beatmap ID to lookup. username : str or int A `str` representing the user's u...
def get_beatmaps(self, *, since=None, beatmapset_id=None, beatmap_id=None, username=None, mode=None, include_converted=False, beatmap_hash=None, limit=500): """Get beatmaps. Parameters ---------- since : datetime If specified, restrict results to beatmap...
def get_match(self, match_id): """Get a multiplayer match. Parameters ---------- match_id The ID of the match to retrieve. This is the ID that you see in a online multiplayer match summary. This does not correspond the in-game game ID.""" return self._mak...
async def copy(self, key_source, storage_dest, key_dest): """ Return True if data are copied * optimized for http->fs copy * not supported return_status """ from aioworkers.storage.filesystem import FileSystemStorage if not isinstance(storage_dest, FileSystemStorage): ...
def import_name(stref: str): """ >>> import_name('datetime.datetime.utcnow') is not None True >>> import_name('aioworkers.utils.import_name') is not None True """ h = stref p = [] m = None try: r = importlib.util.find_spec(stref) except (AttributeError, ImportError): ...
def options(self, **options): """A context-manager for setting connection options; the original values of the options will be restored when the context-manager exits. For example:: with c.options(gui_mode = False): c.cmd.vol_list() """ self._contexts...
def set_options(self, **options): """Sets the value of the given options (as keyword arguments). Note that underscored in the option's name will be replaced with hyphens (i.e., ``c.set_options(gui_mode = True)`` will set the option ``gui-mode``) """ opt2 = self._contexts[...
def connect_ssl(cls, user, password, endpoints, ca_certs=None, validate=None): """ Creates an SSL transport to the first endpoint (aserver) to which we successfully connect """ if isinstance(endpoints, basestring): endpoints = [endpoints] t...
def connect_multiendpoint_ssl(cls, user, password, endpoints, auto_discover=True, ca_certs=None, validate=None): """ Creates a MultiEndpointTransport, so that if the current endpoint (aserver) fails, it would automatically move ...
def execute_remote(self, remote_target, cmd, **kwargs): """ Executes the given command (with the given arguments) on the given remote target of the connected machine """ data = self._build_command(cmd, kwargs, self._contexts[-1], remote_target) ...
def get_user_client(self, user, password, populate=True): """ Returns a new client for the given user. This is a lightweight client that only uses different credentials and shares the transport with the underlying client """ return XCLIClientForUser(weakproxy(self), user,...
def get_remote_client(self, target_name, user=None, password=None): """ Returns a new client for the remote target. This is a lightweight client that only uses different credentials and shares the transport with the underlying client """ if user: base = self.g...
def as_user(self, user, password): """ A context-manager for ``get_user_client``. Allows the execution of commands as a different user with ease. Example: >>> c.cmd.vol_list() >>> with c.as_user("user", "password"): ... c.cmd.vol_list() """ ...
def accuracy(self, mode: OsuMode): """Calculated accuracy. See Also -------- <https://osu.ppy.sh/help/wiki/Accuracy> """ if mode is OsuMode.osu: return ( (6 * self.count300 + 2 * self.count100 + self.count50) / (6 * (self.count...
def create_mirror(self, resource_name, target_name, mirror_type, slave_resource_name, rpo=None, remote_rpo=None, schedule=None, remote_schedule=None, activate_mirror='no'): '''creates a mirror and returns a mirror object. target n...
def get_cg_volumes(self, group_id): """ return all non snapshots volumes in cg """ for volume in self.xcli_client.cmd.vol_list(cg=group_id): if volume.snapshot_of == '': yield volume.name
def _certificate_required(cls, hostname, port=XCLI_DEFAULT_PORT, ca_certs=None, validate=None): ''' returns true if connection should verify certificate ''' if not ca_certs: return False xlog.debug("CONNECT SSL %s:%s, cert_file=%s", ...
def add_converter(cls, klass, conv, score=0): """ Add converter :param klass: class or str :param conv: callable :param score: :return: """ if isinstance(klass, str): klass = import_name(klass) item = klass, conv, score cls.converters.a...
def _populate_bunch_with_element(element): """ Helper function to recursively populates a Bunch from an XML tree. Returns leaf XML elements as a simple value, branch elements are returned as Bunches containing their subelements as value or recursively generated Bunch members. """ if 'value' ...
def all(self, element_type=None, response_path=None): """ Generates Bunches, each representing a single subelement of the response. If an element_type is requested, only elements whose tag matches the element_type are returned. If the response has no subelements (for example, in ...
def as_single_element(self): """ Processes the response as a single-element response, like config_get or system_counters_get. If there is more then one element in the response or no elements this raises a ResponseError """ if self.as_return_etree is None: ...
def enabled_flags(self): """Return the objects for each individual set flag.""" if not self.value: yield self.__flags_members__[0] return val = self.value while val: lowest_bit = val & -val val ^= lowest_bit yield self.__flags_...
def contains_any(self, other): """Check if any flags are set. (OsuMod.Hidden | OsuMod.HardRock) in flags # Check if either hidden or hardrock are enabled. OsuMod.keyMod in flags # Check if any keymod is enabled. """ return self.value == other.value or self.value & other.value
def get_percentage(self): """Get the cumulative time percentage of each stopwatch (including the current split). Returns ------- cumulative_elapsed_time_percentage : List[float] """ cumulative_elapsed_time = self.get_cumulative_elapsed_time() sum_elapsed_time = s...
def get_mean_per_split(self): """Get the mean elapsed time per split of each stopwatch (excluding the current split). Returns ------- mean_elapsed_time_per_split : List[datetime.timedelta] """ return [div_timedelta(sum(stopwatch.split_elapsed_time, datetime.timedelta()),...
def get_statistics(self): """Get all statistics as a dictionary. Returns ------- statistics : Dict[str, List] """ return { 'cumulative_elapsed_time': self.get_cumulative_elapsed_time(), 'percentage': self.get_percentage(), 'n_splits': ...
def conform_query(cls, query): """Converts the query string from a target uri, uses cls.default_query to populate default arguments. :param query: Unparsed query string :type query: urllib.parse.unsplit(uri).query :returns: Dictionary of parsed values, everything in cls.default_...
def load_target(cls, scheme, path, fragment, username, password, hostname, port, query, load_method, **kwargs): """Override this method to use values from the parsed uri to initialize the expected target. """ raise NotImplementedError("load_target...
def hog(concurrency, requests, limit, timeout, params, paramfile, headers, headerfile, method, url): '''Sending multiple `HTTP` requests `ON` `GREEN` thread''' params = parse_from_list_and_file(params, paramfile) headers = parse_from_list_and_file(headers, headerfile) # Running information ...
def _append_value(self, value, _file, _name): """Call this function to write contents. Keyword arguments: * value - dict, content to be dumped * _file - FileIO, output file * _name - str, name of current content dict """ _tabs = '\t' * self._tctr ...
def _append_array(self, value, _file): """Call this function to write array contents. Keyword arguments: * value - dict, content to be dumped * _file - FileIO, output file """ _tabs = '\t' * self._tctr _labs = '{tabs}<array>\n'.format(tabs=_tabs) ...
def _append_dict(self, value, _file): """Call this function to write dict contents. Keyword arguments: * value - dict, content to be dumped * _file - FileIO, output file """ _tabs = '\t' * self._tctr _labs = '{tabs}<dict>\n'.format(tabs=_tabs) _f...
def _append_data(self, value, _file): """Call this function to write data contents. Keyword arguments: * value - dict, content to be dumped * _file - FileIO, output file """ # binascii.b2a_base64(value) -> plistlib.Data # binascii.a2b_base64(Data) -> val...
def _append_date(self, value, _file): """Call this function to write date contents. Keyword arguments: * value - dict, content to be dumped * _file - FileIO, output file """ _tabs = '\t' * self._tctr _text = value.strftime('%Y-%m-%dT%H:%M:%S.%fZ') ...
def _append_integer(self, value, _file): """Call this function to write integer contents. Keyword arguments: * value - dict, content to be dumped * _file - FileIO, output file """ _tabs = '\t' * self._tctr _text = value _labs = '{tabs}<integer>{t...
def register_output_name(self, input_folder, rel_name, rel_output_name): """Register proper and improper file mappings.""" self.improper_input_file_mapping[rel_name].add(rel_output_name) self.proper_input_file_mapping[os.path.join(input_folder, rel_name)] = rel_output_name self.proper_in...
def _discover(self): """Find and install all extensions""" for ep in pkg_resources.iter_entry_points('yamlsettings10'): ext = ep.load() if callable(ext): ext = ext() self.add(ext)
def get_extension(self, protocol): """Retrieve extension for the given protocol :param protocol: name of the protocol :type protocol: string :raises NoProtocolError: no extension registered for protocol """ if protocol not in self.registry: raise NoProtocolE...
def add(self, extension): """Adds an extension to the registry :param extension: Extension object :type extension: yamlsettings.extensions.base.YamlSettingsExtension """ index = len(self.extensions) self.extensions[index] = extension for protocol in extension.pr...
def _load_first(self, target_uris, load_method, **kwargs): """Load first yamldict target found in uri list. :param target_uris: Uris to try and open :param load_method: load callback :type target_uri: list or string :type load_method: callback :returns: yamldict ...
def load(self, target_uris, fields=None, **kwargs): """Load first yamldict target found in uri. :param target_uris: Uris to try and open :param fields: Fields to filter. Default: None :type target_uri: list or string :type fields: list :returns: yamldict """ ...
def load_all(self, target_uris, **kwargs): ''' Load *all* YAML settings from a list of file paths given. - File paths in the list gets the priority by their orders of the list. ''' yaml_series = self._load_first( target_uris, yamlsettings.yamldict.loa...