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def get_protein_data_pgrouped(proteindata, p_acc, headerfields): report = get_protein_data_base(proteindata, p_acc, headerfields) return get_cov_protnumbers(proteindata, p_acc, report)
Parses protein data for a certain protein into tsv output dictionary
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def truncate(self, length): if length > len(self.digest): raise ValueError("cannot enlarge the original digest by %d bytes" % (length - len(self.digest))) return self.__class__(self.func, self.digest[:length])
Return a new `Multihash` with a shorter digest `length`. If the given `length` is greater than the original, a `ValueError` is raised. >>> mh1 = Multihash(0x01, b'FOOBAR') >>> mh2 = mh1.truncate(3) >>> mh2 == (0x01, b'FOO') True >>> mh3 = mh1.truncate(10) ...
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def _process_state(cls, unprocessed, processed, state): assert type(state) is str, "wrong state name %r" % state assert state[0] != , "invalid state name %r" % state if state in processed: return processed[state] tokens = processed[state] = [] rflags = cls.fl...
Preprocess a single state definition.
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def get_context_data(self, **kwargs): context = super().get_context_data(**kwargs) tabs = self.get_active_tabs() context.update({ : tabs, : tabs[0].code if tabs else , : self.get_app_label(), : self.get_model_name(), : self.get...
Add context data to view
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def lx4num(string, first): string = stypes.stringToCharP(string) first = ctypes.c_int(first) last = ctypes.c_int() nchar = ctypes.c_int() libspice.lx4num_c(string, first, ctypes.byref(last), ctypes.byref(nchar)) return last.value, nchar.value
Scan a string from a specified starting position for the end of a number. http://naif.jpl.nasa.gov/pub/naif/toolkit_docs/C/cspice/lx4num_c.html :param string: Any character string. :type string: str :param first: First character to scan from in string. :type first: int :return: last and nc...
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def fmap(self, f: Callable[[T], B]) -> : return List([f(x) for x in self.unbox()])
doufo.List.fmap: map `List` Args: `self`: `f` (`Callable[[T], B]`): any callable funtion Returns: return (`List[B]`): A `List` of objected from `f`. Raises:
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def is_valid_mac(addr): addrs = addr.split() if len(addrs) != 6: return False for m in addrs: try: if int(m, 16) > 255: return False except ValueError: return False return True
Check the syntax of a given mac address. The acceptable format is xx:xx:xx:xx:xx:xx
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def analyze(problem, Y, calc_second_order=True, num_resamples=100, conf_level=0.95, print_to_console=False, parallel=False, n_processors=None, seed=None): if seed: np.random.seed(seed) if not problem.get(): D = problem[] else: D = len(s...
Perform Sobol Analysis on model outputs. Returns a dictionary with keys 'S1', 'S1_conf', 'ST', and 'ST_conf', where each entry is a list of size D (the number of parameters) containing the indices in the same order as the parameter file. If calc_second_order is True, the dictionary also contains ...
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def renumber(args): from jcvi.algorithms.lis import longest_increasing_subsequence from jcvi.utils.grouper import Grouper p = OptionParser(renumber.__doc__) p.set_annot_reformat_opts() opts, args = p.parse_args(args) if len(args) != 1: sys.exit(not p.print_help()) bedfile, =...
%prog renumber Mt35.consolidated.bed > tagged.bed Renumber genes for annotation updates.
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def getNextService(self, discover): manager = self.getManager() if manager is not None and not manager: self.destroyManager() if not manager: yadis_url, services = discover(self.url) manager = self.createManager(services, yadis_url) if manag...
Return the next authentication service for the pair of user_input and session. This function handles fallback. @param discover: a callable that takes a URL and returns a list of services @type discover: str -> [service] @return: the next available service
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def awake(self, procid): logger.debug(f"Remove procid:{procid} from waitlists and reestablish it in the running list") for wait_list in self.rwait: if procid in wait_list: wait_list.remove(procid) for wait_list in self.twait: if procid in wait_lis...
Remove procid from waitlists and reestablish it in the running list
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def encode_username_password( username: Union[str, bytes], password: Union[str, bytes] ) -> bytes: if isinstance(username, unicode_type): username = unicodedata.normalize("NFC", username) if isinstance(password, unicode_type): password = unicodedata.normalize("NFC", password) return...
Encodes a username/password pair in the format used by HTTP auth. The return value is a byte string in the form ``username:password``. .. versionadded:: 5.1
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def set_translation(lang): global translation langs = list() if lang: if in lang: lang = lang.split()[0] langs += [lang, lang[:2]] path = pkg_resources.resource_filename(, ) codeset = locale.getpreferredencoding() if codeset == : codeset = ...
Set the translation used by (some) pywws modules. This sets the translation object ``pywws.localisation.translation`` to use a particular language. The ``lang`` parameter can be any string of the form ``en``, ``en_GB`` or ``en_GB.UTF-8``. Anything after a ``.`` character is ignored. In the case of...
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def accept(self): client, addr = self._socket.accept() conn = Connection(self._context, client) conn.set_accept_state() return (conn, addr)
Call the :meth:`accept` method of the underlying socket and set up SSL on the returned socket, using the Context object supplied to this :class:`Connection` object at creation. :return: A *(conn, addr)* pair where *conn* is the new :class:`Connection` object created, and *address* i...
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def attach_related_file(self, path, mimetype=None): filename = os.path.basename(path) content = open(path, ).read() self.attach_related(filename, content, mimetype)
Attaches a file from the filesystem.
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def convertPrice(variant, regex=None, short_regex=None, none_regex=none_price_regex): if isinstance(variant, int) and not isinstance(variant, bool): return variant elif isinstance(variant, float): return round(variant * 100) elif isinstance(variant, str): match = (regex or defau...
Helper function to convert the given input price into integers (cents count). :obj:`int`, :obj:`float` and :obj:`str` are supported :param variant: Price :param re.compile regex: Regex to convert str into price. The re should contain two named groups `euro` and `cent` :para...
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def margin( self, axis=None, weighted=True, include_missing=False, include_transforms_for_dims=None, prune=False, include_mr_cat=False, ): axis = self._calculate_correct_axis_for_cube(axis) hs_dims = self._hs_dims_for_cube(include_tra...
Return ndarray representing slice margin across selected axis. A margin (or basis) can be calculated for a contingency table, provided that the dimensions of the desired directions are marginable. The dimensions are marginable if they represent mutualy exclusive data, such as true categ...
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def get_entry_categories(self, category_nodes): categories = [] for category_node in category_nodes: domain = category_node.attrib.get() if domain == : categories.append(self.categories[category_node.text]) return categories
Return a list of entry's categories based on imported categories.
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def get_input(problem): input_data = load_input() pbsplit = problem.split(":") problem_input = input_data[][pbsplit[0]] if isinstance(problem_input, dict) and "filename" in problem_input and "value" in problem_input: if len(pbsplit) > 1 and pbsplit[1] == : return problem_input["...
Returns the specified problem answer in the form problem: problem id Returns string, or bytes if a file is loaded
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def solubility_parameter(self): rNH3 return solubility_parameter(T=self.T, Hvapm=self.Hvapm, Vml=self.Vml, Method=self.solubility_parameter_method, CASRN=self.CAS)
r'''Solubility parameter of the chemical at its current temperature and pressure, in units of [Pa^0.5]. .. math:: \delta = \sqrt{\frac{\Delta H_{vap} - RT}{V_m}} Calculated based on enthalpy of vaporization and molar volume. Normally calculated at STP. For uses of this prop...
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def withAttribute(*args,**attrDict): if args: attrs = args[:] else: attrs = attrDict.items() attrs = [(k,v) for k,v in attrs] def pa(s,l,tokens): for attrName,attrValue in attrs: if attrName not in tokens: raise ParseException(s,l,"no matching att...
Helper to create a validating parse action to be used with start tags created with :class:`makeXMLTags` or :class:`makeHTMLTags`. Use ``withAttribute`` to qualify a starting tag with a required attribute value, to avoid false matches on common tags such as ``<TD>`` or ``<DIV>``. Call ``withAttribut...
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def register_blueprints(app, application_package_name=None, blueprint_directory=None): if not application_package_name: application_package_name = if not blueprint_directory: blueprint_directory = os.path.join(os.getcwd(), application_package_name) blueprint_directories = get_child_d...
Register Flask blueprints on app object
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def UpdateFlow(self, client_id, flow_id, flow_obj=db.Database.unchanged, flow_state=db.Database.unchanged, client_crash_info=db.Database.unchanged, pending_termination=db.Database.unchanged, processing...
Updates flow objects in the database.
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def remove_accounts_from_group(accounts_query, group): query = accounts_query.filter(date_deleted__isnull=True) for account in query: remove_account_from_group(account, group)
Remove accounts from group.
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def __read_device(self): state = XinputState() res = self.manager.xinput.XInputGetState( self.__device_number, ctypes.byref(state)) if res == XINPUT_ERROR_SUCCESS: return state if res != XINPUT_ERROR_DEVICE_NOT_CONNECTED: raise RuntimeError( ...
Read the state of the gamepad.
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def execute_catch(c, sql, vars=None): try: c.execute(sql, vars) except Exception as err: cmd = sql.split(, 1)[0] log.error("Error executing %s: %s", cmd, err)
Run a query, but ignore any errors. For error recovery paths where the error handler should not raise another.
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def create_intent(self, parent, intent, language_code=None, intent_view=None, retry=google.api_core.gapic_v1.method.DEFAULT, timeout=google.api_core.gapic_v1.method.DEFAULT, ...
Creates an intent in the specified agent. Example: >>> import dialogflow_v2 >>> >>> client = dialogflow_v2.IntentsClient() >>> >>> parent = client.project_agent_path('[PROJECT]') >>> >>> # TODO: Initialize ``intent``: ...
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def from_bytes(OverwinterTx, byte_string): header = byte_string[0:4] group_id = byte_string[4:8] if header != b or group_id != b: raise ValueError( .format(b.hex(), b.hex(), header.hex(), ...
byte-like -> OverwinterTx
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def add_to_stage(self, paths): cmd = self._command.add(paths) (code, stdout, stderr) = self._exec(cmd) if code: raise errors.VCSError(t add paths to VCS. Process exited with code %d and message: %s' % ( code, stderr + stdout))
Stage given files :param paths: :return:
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def convert_runsummary_to_json( df, comment=, prefix= ): data_field = [] comment += ", by {}".format(getpass.getuser()) for det_id, det_data in df.groupby(): runs_field = [] data_field.append({"DetectorId": det_id, "Runs": runs_field}) for run, run_data in det_data.grou...
Convert a Pandas DataFrame with runsummary to JSON for DB upload
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def add_method(obj, func, name=None): if name is None: name = func.__name__ if sys.version_info < (3,): method = types.MethodType(func, obj, obj.__class__) else: method = types.MethodType(func, obj) setattr(obj, name, method)
Adds an instance method to an object.
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def _histogram_move_keys_by_game(sess, ds, batch_size=8*1024): ds = ds.batch(batch_size) ds = ds.map(lambda x: tf.strings.substr(x, 0, 12)) iterator = ds.make_initializable_iterator() sess.run(iterator.initializer) get_next = iterator.get_next() h = collections.Counter() try: ...
Given dataset of key names, return histogram of moves/game. Move counts are written by the game players, so this is mostly useful for repair or backfill. Args: sess: TF session ds: TF dataset containing game move keys. batch_size: performance tuning parameter
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def _limit_features(self, X, vocabulary, high=None, low=None, limit=None): if high is None and low is None and limit is None: return X, set() dfs = X.map(_document_frequency).sum() tfs = X.map(lambda x: np.asarray(x.sum(axis=0))).sum().ravel...
Remove too rare or too common features. Prune features that are non zero in more samples than high or less documents than low, modifying the vocabulary, and restricting it to at most the limit most frequent. This does not prune samples with zero features.
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def _parse_args(self,freqsAngles=True,_firstFlip=False,*args): from galpy.orbit import Orbit RasOrbit= False integrated= True if len(args) == 5 or len(args) == 3: raise IOError("Must specify phi for actionAngleIsochroneApprox") if len(args) == 6 or len(args...
Helper function to parse the arguments to the __call__ and actionsFreqsAngles functions
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def get_user_presence(self, userid): response, status_code = self.__pod__.Presence.get_v2_user_uid_presence( sessionToken=self.__session__, uid=userid ).result() self.logger.debug( % (status_code, response)) return status_code, response
check on presence of a user
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def get_child_by_name(parent, name): def iterate_children(widget, name): if widget.get_name() == name: return widget try: for w in widget.get_children(): result = iterate_children(w, name) if result is not None: re...
Iterate through a gtk container, `parent`, and return the widget with the name `name`.
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def add_item_metadata(self, handle, key, value): _mkdir_if_missing(self._metadata_fragments_abspath) prefix = self._handle_to_fragment_absprefixpath(handle) fpath = prefix + .format(key) _put_obj(fpath, value)
Store the given key:value pair for the item associated with handle. :param handle: handle for accessing an item before the dataset is frozen :param key: metadata key :param value: metadata value
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def create_embeded_pkcs7_signature(data, cert, key): assert isinstance(data, bytes) assert isinstance(cert, str) try: pkey = crypto.load_privatekey(crypto.FILETYPE_PEM, key) signcert = crypto.load_certificate(crypto.FILETYPE_PEM, cert) except crypto.Error as e: raise exc...
Creates an embeded ("nodetached") pkcs7 signature. This is equivalent to the output of:: openssl smime -sign -signer cert -inkey key -outform DER -nodetach < data :type data: bytes :type cert: str :type key: str
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def convert_to_consumable_types (self, project, name, prop_set, sources, only_one=False): if __debug__: from .targets import ProjectTarget assert isinstance(name, basestring) or name is None assert isinstance(project, ProjectTarget) assert isinstance(prop...
Attempts to convert 'source' to the types that this generator can handle. The intention is to produce the set of targets can should be used when generator is run. only_one: convert 'source' to only one of source types if there's more that one possibility, re...
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def set_host_finished(self, scan_id, target, host): finished_hosts = self.scans_table[scan_id][] finished_hosts[target].extend(host) self.scans_table[scan_id][] = finished_hosts
Add the host in a list of finished hosts
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def dist(src, tar, method=sim_levenshtein): if callable(method): return 1 - method(src, tar) else: raise AttributeError( + str(method))
Return a distance between two strings. This is a generalized function for calling other distance functions. Parameters ---------- src : str Source string for comparison tar : str Target string for comparison method : function Specifies the similarity metric (:py:func:`s...
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def _select_index(self, row, col): nr, nc = self._size nr = nr-1 nc = nc-1 if (row > nr and col >= nc) or (row >= nr and col > nc): self._select_index(0, 0) elif (row <= 0 and col < 0) or (row < 0 and col <= 0): self._select_i...
Change the selection index, and make sure it stays in the right range A little more complicated than just dooing modulo the number of row columns to be sure to cycle through all element. horizontaly, the element are maped like this : to r <-- a b c d e f --> to g to f <-- g h i...
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def addFilter(self, filterMethod=FILTER_METHOD_AND, **kwargs): AND filterMethod = filterMethod.upper() if filterMethod not in FILTER_METHODS: raise ValueError( %(str(filterMethod), repr(FILTER_METHODS))) self.filters.append((filterMethod, kwargs))
addFilter - Add a filter to this query. @param filterMethod <str> - The filter method to use (AND or OR), default: 'AND' @param additional args - Filter arguments. @see QueryableListBase.filter @raises ValueError if filterMethod is not one of known methods.
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def lbd_to_XYZ_jac(*args,**kwargs): out= sc.zeros((6,6)) if len(args) == 3: l,b,D= args vlos, pmll, pmbb= 0., 0., 0. elif len(args) == 6: l,b,D,vlos,pmll,pmbb= args if kwargs.get(,False): l*= _DEGTORAD b*= _DEGTORAD cl= sc.cos(l) sl= sc.sin(l) cb=...
NAME: lbd_to_XYZ_jac PURPOSE: calculate the Jacobian of the Galactic spherical coordinates to Galactic rectangular coordinates transformation INPUT: l,b,D- Galactic spherical coordinates vlos,pmll,pmbb- Galactic spherical velocities (some as proper motions) if 6 inputs:...
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def get_alert(thing_name, key, session=None): return _request(, .format(thing_name), params={: key}, session=session)
Set an alert on a thing with the given condition
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def show_lbaas_healthmonitor(self, lbaas_healthmonitor, **_params): return self.get(self.lbaas_healthmonitor_path % (lbaas_healthmonitor), params=_params)
Fetches information for a lbaas_healthmonitor.
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def handle_url_build_error(self, error: Exception, endpoint: str, values: dict) -> str: for handler in self.url_build_error_handlers: result = handler(error, endpoint, values) if result is not None: return result raise error
Handle a build error. Ideally this will return a valid url given the error endpoint and values.
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def tdSensorValue(self, protocol, model, sid, datatype): value = create_string_buffer(20) timestamp = c_int() self._lib.tdSensorValue(protocol, model, sid, datatype, value, sizeof(value), byref(timestamp)) return {: self._to_str(value), : timesta...
Get the sensor value for a given sensor. :return: a dict with the keys: value, timestamp.
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def robust_outer_product(vec_1, vec_2): mantissa_1, exponents_1 = np.frexp(vec_1) mantissa_2, exponents_2 = np.frexp(vec_2) new_mantissas = mantissa_1[None, :] * mantissa_2[:, None] new_exponents = exponents_1[None, :] + exponents_2[:, None] return new_mantissas * np.exp2(new_exponents)
Calculates a 'robust' outer product of two vectors that may or may not contain very small values. Parameters ---------- vec_1 : 1D ndarray vec_2 : 1D ndarray Returns ------- outer_prod : 2D ndarray. The outer product of vec_1 and vec_2
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def sort_tiers(self, key=lambda x: x.name): self.tiers.sort(key=key)
Sort the tiers given the key. Example key functions: Sort according to the tiername in a list: ``lambda x: ['name1', 'name2' ... 'namen'].index(x.name)``. Sort according to the number of annotations: ``lambda x: len(list(x.get_intervals()))`` :param func key: A key function....
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def business_rule_notification_is_blocked(self, hosts, services): acknowledged = 0 for src_prob_id in self.source_problems: if src_prob_id in hosts: src_prob = hosts[src_prob_id] else: src_prob = services[src_pro...
Process business rule notifications behaviour. If all problems have been acknowledged, no notifications should be sent if state is not OK. By default, downtimes are ignored, unless explicitly told to be treated as acknowledgements through with the business_rule_downtime_as_ack set. :ret...
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def generate_single_simulation(self, x): if x: self.__rng = np.random.RandomState(x) time_points, species_over_time = self._gssa(self.__initial_conditions, self.__t_max) descriptors = [] for i, s in enumerate(self.__species): ...
Generate a single SSA simulation :param x: an integer to reset the random seed. If None, the initial random number generator is used :return: a list of :class:`~means.simulation.Trajectory` one per species in the problem :rtype: list[:class:`~means.simulation.Trajectory`]
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def create_untl_xml_subelement(parent, element, prefix=): subelement = SubElement(parent, prefix + element.tag) if element.content is not None: subelement.text = element.content if element.qualifier is not None: subelement.attrib["qualifier"] = element.qualifier if element.children ...
Create a UNTL XML subelement.
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def _bundle_generic(bfile, addhelper, fmt, reffmt, data_dir): ext = converters.get_format_extension(fmt) refext = refconverters.get_format_extension(reffmt) subdir = + fmt + + reffmt readme_path = os.path.join(subdir, ) addhelper(bfile, readme_path, _create_readme(fmt, reffmt)) for nam...
Loop over all basis sets and add data to an archive Parameters ---------- bfile : object An object that gets passed through to the addhelper function addhelper : function A function that takes bfile and adds data to the bfile fmt : str Format of the basis set to create r...
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def snapshot(self): self._snapshot = { : self.muted, : self.volume, : self.stream } _LOGGER.info(, self.friendly_name)
Snapshot current state.
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def transform_q(q, query): for i, child in enumerate(q.children): if isinstance(child, Q): transform_q(child, query) else: where_node = query.build_filter(child) q.children[i] = where_node
Replaces (lookup, value) children of Q with equivalent WhereNode objects. This is a pre-prep of our Q object, ready for later rendering into SQL. Modifies in place, no need to return. (We could do this in render_q, but then we'd have to pass the Query object from ConditionalAggregate down into SQLCond...
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def migrate_passwords_to_leader_storage(self, excludes=None): if not is_leader(): log("Skipping password migration as not the lead unit", level=DEBUG) return dirname = os.path.dirname(self.root_passwd_file_template) path = os.path.join(dirname, ) ...
Migrate any passwords storage on disk to leader storage.
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def main(sample_id, assembly_file, minsize): logger.info("Starting assembly file processing") warnings = [] fails = "" logger.info("Starting assembly parsing") assembly_obj = Assembly(assembly_file, 0, 0, sample_id, minsize) if in assembly_file: ...
Main executor of the process_mapping template. Parameters ---------- sample_id : str Sample Identification string. assembly: str Path to the fatsa file generated by the assembler. minsize: str Min contig size to be considered a complete ORF
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def _connect(self): try: if self.ca_cert is None or self.certfile is None or \ self.keyfile is None or self.crlfile is None: client = pymongo.MongoClient(self.host, ...
Try to connect to the database. Raises: :exc:`~ConnectionError`: If the connection to the database fails. :exc:`~AuthenticationError`: If there is a OperationFailure due to Authentication failure after connecting to the database. :exc:`~Config...
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def exception_wrapper(f): @wraps(f) def wrapper(*args, **kwds): try: return f(*args, **kwds) except dbus.exceptions.DBusException as err: _args = err.args raise PyMPRISException(*_args) return wrapper
Decorator to convert dbus exception to pympris exception.
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def set_affinity_matrix(self, affinity_mat): affinity_mat = check_array(affinity_mat, accept_sparse=sparse_formats) if affinity_mat.shape[0] != affinity_mat.shape[1]: raise ValueError("affinity matrix is not square") self.affinity_matrix = affinity_mat
Parameters ---------- affinity_mat : sparse matrix (N_obs, N_obs). The adjacency matrix to input.
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def encrypt(self): value = self.parameters.get("Plaintext") if isinstance(value, six.text_type): value = value.encode() return json.dumps({"CiphertextBlob": base64.b64encode(value).decode("utf-8"), : })
We perform no encryption, we just encode the value as base64 and then decode it in decrypt().
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def find_additional_rels(self, all_models): for model_name, model in iteritems(all_models): if model_name != self.name: for field_name in model.field_names: field = model.fields[field_name] if field.field_type == s...
Attempts to scan for additional relationship fields for this model based on all of the other models' structures and relationships.
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def get_instance_property(instance, property_name): name = get_name(instance) while True: try: value = getattr(instance, property_name) if value is not None: break print(f"retrieving {property_name} on {name} produced None, retrying") time.sleep(RETRY_INTERVAL_SEC) inst...
Retrieves property of an instance, keeps retrying until getting a non-None
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def memoizedmethod(method): method_name = method.__name__ @wraps(method) def patched(self, *args, **kwargs): try: return self._cache[method_name] except KeyError: result = self._cache[method_name] = method( self, *args...
Decorator that caches method result. Args: method (function): Method Returns: function: Memoized method. Notes: Target method class needs as "_cache" attribute (dict). It is the case of "ObjectIOBase" and all its subclasses.
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def ReadTrigger(self, trigger_link, options=None): if options is None: options = {} path = base.GetPathFromLink(trigger_link) trigger_id = base.GetResourceIdOrFullNameFromLink(trigger_link) return self.Read(path, , trigger_id, None, options)
Reads a trigger. :param str trigger_link: The link to the trigger. :param dict options: The request options for the request. :return: The read Trigger. :rtype: dict
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def shadow_hash(crypt_salt=None, password=None, algorithm=): *My5alTMyP@asswd return salt.utils.pycrypto.gen_hash(crypt_salt, password, algorithm)
Generates a salted hash suitable for /etc/shadow. crypt_salt : None Salt to be used in the generation of the hash. If one is not provided, a random salt will be generated. password : None Value to be salted and hashed. If one is not provided, a random password will be generated...
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def check_type_and_values_of_specification_dict(specification_dict, unique_alternatives): for key in specification_dict: specification = specification_dict[key] if isinstance(specification, str): if specification not in ["all_same", "a...
Verifies that the values of specification_dict have the correct type, have the correct structure, and have valid values (i.e. are actually in the set of possible alternatives). Will raise various errors if / when appropriate. Parameters ---------- specification_dict : OrderedDict. Keys are ...
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def fit(self, X, y=None): self.opt_ = None self.cputime_ = None self.iters_ = None self.duality_gap_ = None self.sample_covariance_ = None self.lam_scale_ = None self.is_fitted_ = False X = check_array(X, ensure_min_fe...
Fits the GraphLasso covariance model to X. Closely follows sklearn.covariance.graph_lasso.GraphLassoCV. Parameters ---------- X : ndarray, shape (n_samples, n_features) Data from which to compute the covariance estimate
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def com_google_fonts_check_fstype(ttFont): value = ttFont[].fsType if value != 0: FSTYPE_RESTRICTIONS = { 0x0002: ("* The font must not be modified, embedded or exchanged in" " any manner without first obtaining permission of" " the legal owner."), 0x0004: ("The font...
Checking OS/2 fsType. Fonts must have their fsType field set to zero. This setting is known as Installable Embedding, meaning that none of the DRM restrictions are enabled on the fonts. More info available at: https://docs.microsoft.com/en-us/typography/opentype/spec/os2#fstype
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def _parse_hparams(hparams): prefixes = ["agent_", "optimizer_", "runner_", "replay_buffer_"] ret = [] for prefix in prefixes: ret_dict = {} for key in hparams.values(): if prefix in key: par_name = key[len(prefix):] ret_dict[par_name] = hparams.get(key) ret.append(ret_dict) ...
Split hparams, based on key prefixes. Args: hparams: hyperparameters Returns: Tuple of hparams for respectably: agent, optimizer, runner, replay_buffer.
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def generate(env): link.generate(env) if env[] == : env[] = SCons.Util.CLVar() env[] = env[] = env[] =
Add Builders and construction variables for gnulink to an Environment.
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def get_data_length(self): if not self._initialized: raise pycdlibexception.PyCdlibInternalError() if self.inode is not None: return self.inode.get_data_length() return self.data_length
A method to get the length of the data that this Directory Record points to. Parameters: None. Returns: The length of the data that this Directory Record points to.
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def ProbGreater(self, x): t = [prob for (val, prob) in self.d.iteritems() if val > x] return sum(t)
Probability that a sample from this Pmf exceeds x. x: number returns: float probability
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def pack(self, remaining_size): arguments_count, payload = self.pack_data(remaining_size - self.header_size) payload_length = len(payload) if payload_length % 8 != 0: payload += b"\x00" * (8 - payload_length % 8) self.header = PartHeader(self.kind, self.at...
Pack data of part into binary format
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def decrypt_subtitle(self, subtitle): return self.decrypt(self._build_encryption_key(int(subtitle.id)), subtitle[][0].text.decode(), subtitle[][0].text.decode())
Decrypt encrypted subtitle data in high level model object @param crunchyroll.models.Subtitle subtitle @return str
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def clinvar_submission_header(submission_objs, csv_type): complete_header = {} custom_header = {} if csv_type == : complete_header = CLINVAR_HEADER else: complete_header = CASEDATA_HEADER for header_key, header_value in complete_header.items(): for clinvar_obj in...
Determine which fields to include in csv header by checking a list of submission objects Args: submission_objs(list): a list of objects (variants or casedata) to include in a csv file csv_type(str) : 'variant_data' or 'case_data' Returns: custom_header(dict): A dict...
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def https_connection(self): endpoint = self.endpoint host, remainder = endpoint.split(, 1) port = remainder if in remainder: port, _ = remainder.split(, 1) conn = HTTPSConnection( host, int(port), context=self._get_ssl(self.cacert), ...
Return an https connection to this Connection's endpoint. Returns a 3-tuple containing:: 1. The :class:`HTTPSConnection` instance 2. Dictionary of auth headers to be used with the connection 3. The root url path (str) to be used for requests.
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def add_number_widget(self, ref, x=1, value=1): if ref not in self.widgets: widget = widgets.NumberWidget(screen=self, ref=ref, x=x, value=value) self.widgets[ref] = widget return self.widgets[ref]
Add Number Widget
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def _handle_ticker(self, dtype, data, ts): self.log.debug("_handle_ticker: %s - %s - %s", dtype, data, ts) channel_id, *data = data channel_identifier = self.channel_directory[channel_id] entry = (data, ts) self.tickers[channel_identifier].put(entry)
Adds received ticker data to self.tickers dict, filed under its channel id. :param dtype: :param data: :param ts: :return:
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def singularity_build(script=None, src=None, dest=None, **kwargs): singularity = SoS_SingularityClient() singularity.build(script, src, dest, **kwargs) return 0
docker build command. By default a script is sent to the docker build command but you can also specify different parameters defined inu//docker-py.readthedocs.org/en/stable/api/#build
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def _normalized_keys(self, section, items): normalized = {} for name, val in items: key = section + "." + _normalize_name(name) normalized[key] = val return normalized
Normalizes items to construct a dictionary with normalized keys. This routine is where the names become keys and are made the same regardless of source - configuration files or environment.
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def _make_publisher(catalog_or_dataset): level = catalog_or_dataset keys = [k for k in ["publisher_name", "publisher_mbox"] if k in level] if keys: level["publisher"] = { key.replace("publisher_", ""): level.pop(key) for key in keys } return level
De estar presentes las claves necesarias, genera el diccionario "publisher" a nivel catálogo o dataset.
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def transitions_for(self, roles=None, actor=None, anchors=[]): proxy = self.obj.access_for(roles, actor, anchors) return {name: transition for name, transition in self.transitions(current=False).items() if name in proxy}
For use on :class:`~coaster.sqlalchemy.mixins.RoleMixin` classes: returns currently available transitions for the specified roles or actor as a dictionary of name: :class:`StateTransitionWrapper`.
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def strftime(dt, fmt): if _illegal_s.search(fmt): raise TypeError("This strftime implementation does not handle %s") if dt.year > 1900: return dt.strftime(fmt) fmt = fmt.replace(, )\ .replace(, str(dt.year))\ .replace(, .format(dt.year)[-2:]) year = dt.ye...
`strftime` implementation working before 1900
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def parse_options_header(value, multiple=False): if not value: return "", {} result = [] value = "," + value.replace("\n", ",") while value: match = _option_header_start_mime_type.match(value) if not match: break result.append(match.group(1)) ...
Parse a ``Content-Type`` like header into a tuple with the content type and the options: >>> parse_options_header('text/html; charset=utf8') ('text/html', {'charset': 'utf8'}) This should not be used to parse ``Cache-Control`` like headers that use a slightly different format. For these headers u...
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def rename_ligand(self,ligand_name,mol_file): self.universe.ligand = self.universe.select_atoms(ligand_name) self.universe.ligand.residues.resnames = "LIG" self.universe.ligand.resname = "LIG" if mol_file is None: self.universe.ligand.write("lig.pdb") ...
Get an atom selection for the selected from both topology and trajectory. Rename the ligand LIG to help with ligand names that are not standard, e.g. contain numbers. Takes: * ligand_name * - MDAnalysis atom selection for the ligand selected by user Output: ...
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def _optimize_with_progs(format_module, filename, image_format): filesize_in = os.stat(filename).st_size report_stats = None for func in format_module.PROGRAMS: if not getattr(Settings, func.__name__): continue report_stats = _optimize_image_external( filename, ...
Use the correct optimizing functions in sequence. And report back statistics.
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def push(self, item): self.server.lpush(self.key, self._encode_item(item))
Push an item
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def get_prep_value(self, value): if isinstance(value, JSON.JsonDict): return json.dumps(value, cls=JSON.Encoder) if isinstance(value, JSON.JsonList): return value.json_string if isinstance(value, JSON.JsonString): return json.dumps(value) retu...
The psycopg adaptor returns Python objects, but we also have to handle conversion ourselves
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def convert_radian(coord, *variables): if any(v.attrs.get() == for v in variables): return coord * 180. / np.pi return coord
Convert the given coordinate from radian to degree Parameters ---------- coord: xr.Variable The variable to transform ``*variables`` The variables that are on the same unit. Returns ------- xr.Variable The transformed variable if one of the given `variables` has uni...
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def _print_foreign_playlist_message(self): self.operation_mode = self.window_mode = NORMAL_MODE self.refreshBody() txt=.format(self._cnf.foreign_filename_only_no_extension, self._cnf.stations_filename_only_no_extension) self._show_help(txt, FOREIGN_P...
reset previous message
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def observe(matcher): @functools.wraps(matcher) def observer(self, subject, *expected, **kw): if hasattr(self, ): self.before(subject, *expected, **kw) result = matcher(self, subject, *expected, **kw) i...
Internal decorator to trigger operator hooks before/after matcher execution.
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def trace( data, name, format=, datarange=(None, None), suffix=, path=, rows=1, columns=1, num=1, last=True, fontmap = None, verbose=1): if fontmap is None: fontmap = {1: 10, 2: 8, 3: 6, 4: 5, 5: 4} standalone = rows == 1 and columns == 1 and num == 1 if standalone: ...
Generates trace plot from an array of data. :Arguments: data: array or list Usually a trace from an MCMC sample. name: string The name of the trace. datarange: tuple or list Preferred y-range of trace (defaults to (None,None)). format (optional...
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def formatMessageForBuildResults(self, mode, buildername, buildset, build, master, previous_results, blamelist): ss_list = buildset[] results = build[] ctx = dict(results=build[], mode=mode, buildername=buildername, workername=bu...
Generate a buildbot mail message and return a dictionary containing the message body, type and subject.
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def update_user(resource_root, user): return call(resource_root.put, % (USERS_PATH, user.name), ApiUser, data=user)
Update a user. Replaces the user's details with those provided. @param resource_root: The root Resource object @param user: An ApiUser object @return: An ApiUser object
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def Clouds(name=None, deterministic=False, random_state=None): if name is None: name = "Unnamed%s" % (ia.caller_name(),) return meta.SomeOf((1, 2), children=[ CloudLayer( intensity_mean=(196, 255), intensity_freq_exponent=(-2.5, -2.0), intensity_coarse_scale=10, alp...
Augmenter to draw clouds in images. This is a wrapper around ``CloudLayer``. It executes 1 to 2 layers per image, leading to varying densities and frequency patterns of clouds. This augmenter seems to be fairly robust w.r.t. the image size. Tested with ``96x128``, ``192x256`` and ``960x1280``. dt...
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def points(self, points): if not isinstance(points, np.ndarray): raise TypeError() x = np.unique(points[:,0]) y = np.unique(points[:,1]) z = np.unique(points[:,2]) nx, ny, nz = len(x), len(y), len(z) dx, dy, dz = np.unique(np.diff(x)...
set points without copying
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def encode(in_bytes): final_zero = True out_bytes = [] idx = 0 search_start_idx = 0 for in_char in in_bytes: if in_char == : final_zero = True out_bytes.append(chr(idx - search_start_idx + 1)) out_bytes.append(in_bytes[search_start_idx:idx]) ...
Encode a string using Consistent Overhead Byte Stuffing (COBS). Input is any byte string. Output is also a byte string. Encoding guarantees no zero bytes in the output. The output string will be expanded slightly, by a predictable amount. An empty string is encoded to '\\x01
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def run(self): super().run() if not isinstance(self._executable, Program): raise ValueError("Please `load` an appropriate executable.") quil_program = self._executable trials = quil_program.num_shots classical_addresses = get_clas...
Run a Quil program on the QVM multiple times and return the values stored in the classical registers designated by the classical_addresses parameter. :return: An array of bitstrings of shape ``(trials, len(classical_addresses))``