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def swapaxes(self, axis1, axis2, copy=True): i = self._get_axis_number(axis1) j = self._get_axis_number(axis2) if i == j: if copy: return self.copy() return self mapping = {i: j, j: i} new_axes = (self._get_axis(mapping.get(k, k...
Interchange axes and swap values axes appropriately. Returns ------- y : same as input
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def get_station(self, id): status, data = self.http_client.get_json( NAMED_STATION_URI % str(id), params={: self.API_key}, headers={: }) return self.stations_parser.parse_dict(data)
Retrieves a named station registered on the Stations API. :param id: the ID of the station :type id: str :returns: a *pyowm.stationsapi30.station.Station* object
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def get_fields(Model, parent_field="", model_stack=None, stack_limit=2, excludes=[, , ]): out_fields = [] if model_stack is None: model_stack = [] if isinstance(Model, basestring): app_label, model_name = Model.split() ...
Given a Model, return a list of lists of strings with important stuff: ... ['test_user__user__customuser', 'customuser', 'User', 'RelatedObject'] ['test_user__unique_id', 'unique_id', 'TestUser', 'CharField'] ['test_user__confirmed', 'confirmed', 'TestUser', 'BooleanField'] ...
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def Kweq_IAPWS_gas(T): r gamma0 = 6.141500E-1 gamma1 = 4.825133E4 gamma2 = -6.770793E4 gamma3 = 1.010210E7 K_w_G = 10**(-1*(gamma0 + gamma1/T + gamma2/T**2 + gamma3/T**3)) return K_w_G
r'''Calculates equilibrium constant for OH- and H+ in water vapor, according to [1]_. This is the most recent formulation available. .. math:: -log_{10} K_w^G = \gamma_0 + \gamma_1 T^{-1} + \gamma_2 T^{-2} + \gamma_3 T^{-3} Parameters ---------- T : float Temperature of H2O [K...
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def timeit(hosts=None, stmt=None, warmup=30, repeat=None, duration=None, concurrency=1, output_fmt=None, fail_if=None, sample_mode=): num_lines = 0 log = Logger(output_fmt) with Runner(hosts, concurrency, sample_mod...
Run the given statement a number of times and return the runtime stats Args: fail-if: An expression that causes cr8 to exit with a failure if it evaluates to true. The expression can contain formatting expressions for: - runtime_stats - statement ...
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def itemgetter_handle(tokens): internal_assert(len(tokens) == 2, "invalid implicit itemgetter args", tokens) op, args = tokens if op == "[": return "_coconut.operator.itemgetter(" + args + ")" elif op == "$[": return "_coconut.functools.partial(_coconut_igetitem, index=" + args + ")...
Process implicit itemgetter partials.
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def setup(build=True, installdir="MalmoPlatform"): gradlew = if os.name == : gradlew = cwd = os.getcwd() os.chdir(installdir) os.chdir("Minecraft") try: pathlib.Path("src/main/resources/version.properties").write_text("malmomod.version={}\n".format(malmo_version...
Set up Minecraft for use with the MalmoEnv gym environment
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def _setup_hypercube(cube, slvr_cfg): mbu.register_default_dimensions(cube, slvr_cfg) cube.register_dimension(, 2, description=) cube.register_dimension(, 2, description=) cube.register_dimension(, 2, descri...
Sets up the hypercube given a solver configuration
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def local_position_ned_cov_encode(self, time_boot_ms, time_utc, estimator_type, x, y, z, vx, vy, vz, ax, ay, az, covariance): return MAVLink_local_position_ned_cov_message(time_boot_ms, time_utc, estimator_type, x, y, z, vx, vy, vz, ax, ay, az, covariance)
The filtered local position (e.g. fused computer vision and accelerometers). Coordinate frame is right-handed, Z-axis down (aeronautical frame, NED / north-east-down convention) time_boot_ms : Timestamp (milliseconds since system boot). 0 for...
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def grouplabelencode(data, mapping, nacode=None, nastate=False): if nastate: if nacode is None: nacode = len(mapping) if isinstance(mapping, list): m = mapping e = range(len(mapping)) elif isinstance(mapping, dict): m = list(mapping.values()) ...
Encode data array with grouped labels Parameters: ----------- data : list array with labels mapping : dict, list of list the index of each element is used as encoding. Each element is a single label (str) or list of labels that are mapped to the encoding. nacode : ...
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def prompt_pass(name, default=None): prompt = name + (default and % default or ) prompt += name.endswith() and or while True: rv = getpass.getpass(prompt) if rv: return rv if default is not None: return default
Grabs hidden (password) input from command line. :param name: prompt text :param default: default value if no input provided.
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def _create_table(self, table_name): s table for storing simple dictionaries _iddblite dblite,CREATE TABLE IF NOT EXISTS %s (%s);Create table error, %s, SQL: %s' % (err, SQL))
create sqlite's table for storing simple dictionaries
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def loadCats(self, ids=[]): if type(ids) == list: return [self.cats[id] for id in ids] elif type(ids) == int: return [self.cats[ids]]
Load cats with the specified ids. :param ids (int array) : integer ids specifying cats :return: cats (object array) : loaded cat objects
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def access_entries(self): entries = self._properties.get("access", []) return [AccessEntry.from_api_repr(entry) for entry in entries]
List[google.cloud.bigquery.dataset.AccessEntry]: Dataset's access entries. ``role`` augments the entity type and must be present **unless** the entity type is ``view``. Raises: TypeError: If 'value' is not a sequence ValueError: If any item in th...
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def fast_lindblad_terms(gamma, unfolding, matrix_form=False, file_name=None, return_code=False): r Ne = unfolding.Ne Nrho = unfolding.Nrho Mu = unfolding.Mu if True: code = "" code += "def lindblad_terms(" if not matrix_form: code += "rho, " ...
r"""Return a fast function that returns the Lindblad terms. We test a basic two-level system. >>> import numpy as np >>> Ne = 2 >>> gamma21 = 2*np.pi*6e6 >>> gamma = np.array([[0.0, -gamma21], ... [gamma21, 0.0]]) >>> rhos = np.array([[0.6, 3+2j], ... ...
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def audio_from_youtube( self, source_url, download=True, output_file_path=None, download_format=None, largest_audio=True, ): def _list_audiostreams(self, source_url): self.log(u"Getting audiostreams......
Download an audio stream from a YouTube video, and save it to file. If ``download`` is ``False``, return the list of available audiostreams but do not download. Otherwise, download the audio stream best matching the provided parameters, as follows. If ``download_format`...
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def fill_dcnm_subnet_info(self, tenant_id, subnet, start, end, gateway, sec_gateway, direc): serv_obj = self.get_service_obj(tenant_id) fw_dict = serv_obj.get_fw_dict() fw_id = fw_dict.get() if direc == : name = fw_id[0:4] + fw_const.IN_...
Fills the DCNM subnet parameters. Function that fills the subnet parameters for a tenant required by DCNM.
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def reachable_frontier_from( self, start_frontier: Dict[ops.Qid, int], *, is_blocker: Callable[[ops.Operation], bool] = lambda op: False ) -> Dict[ops.Qid, int]: active = set() end_frontier = {} queue = BucketPriorityQueue[ops.Operat...
Determines how far can be reached into a circuit under certain rules. The location L = (qubit, moment_index) is *reachable* if and only if: a) L is one of the items in `start_frontier`. OR b) There is no operation at L and prev(L) = (qubit, moment_index-1) ...
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def mask(self): if self.filter_func is None: raise RuntimeError("Can't get a mask without a filter function!") else: if self._mask is None: for column in self.columns: if column in self.filter_func: ...
Create a mask implementing the requested filter on the datasets Returns ------- array of Boolean True for dataset indices to be returned by the get_column method
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def pane_position_check(self): text_buffer = self.get_buffer() from rafcon.gui.singleton import main_window_controller if main_window_controller is None or main_window_controller.view is None: return from rafcon.gui.runtime_config import global_runtime_con...
Update right bar pane position if needed Checks calculates if the cursor is still visible and updates the pane position if it is close to not be seen. In case of an un-docked right-bar this method does nothing. :return:
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def _parse_run_control(block): _, max_iterations, strain_ratio, _, _ = parse_fixed_width( 2 * [(5, int)] + [(10, float)] + 2 * [(5, int)], block) return propagation.EquivalentLinearCalculation( strain_ratio, max_iterations, tolerance=10.)
Parse run control block.
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def presenter(self, presenter_name): if presenter_name in self.__presenters.keys(): return self.__presenters[presenter_name]
:meth:`.WWebPresenterCollectionProto.presenter` method implementation
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def qteMoveToEndOfBuffer(self): tc = self.qteText.textCursor() tc.movePosition(QtGui.QTextCursor.End) self.qteText.setTextCursor(tc)
Move cursor to the end of the buffer to facilitate auto scrolling. Technically, this is exactly the 'endOfBuffer' macro but to avoid swamping Qtmacs with 'qteRunMacroStarted' messages to no avail it was implemented here natively.
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def provStacks(self, offs, size): for _, iden in self.provseq.slice(offs, size): stack = self.getProvStack(iden) if stack is None: continue yield (iden, stack)
Returns a stream of provenance stacks at the given offset
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def iter_change_type(self, change_type): if change_type not in self.change_type: raise ValueError("Invalid change type: %s" % change_type) for diff in self: if diff.change_type == change_type: yield diff elif change_type == "A" and diff.new_f...
:return: iterator yielding Diff instances that match the given change_type :param change_type: Member of DiffIndex.change_type, namely: * 'A' for added paths * 'D' for deleted paths * 'R' for renamed paths * 'M' for paths with modified da...
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def main(): logging.basicConfig(format=LOGGING_FORMAT) log = logging.getLogger(__name__) parser = argparse.ArgumentParser() add_debug(parser) add_app(parser) add_properties(parser) add_env(parser) add_region(parser) args = parser.parse_args() logging.getLogger(__package__....
CLI entrypoint for scaling policy creation
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def router_fabric_virtual_gateway_address_family_ipv6_gateway_mac_address(self, **kwargs): config = ET.Element("config") router = ET.SubElement(config, "router", xmlns="urn:brocade.com:mgmt:brocade-common-def") fabric_virtual_gateway = ET.SubElement(router, "fabric-virtual-gateway", xml...
Auto Generated Code
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def detect_spans(self, tokens): candidates = self._get_candidates(tokens) results = self._filter_candidates(tokens, candidates) return results
Return (abbr_span, long_span) pair for each abbreviation definition. abbr_span and long_span are (int, int) spans defining token ranges.
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def docker(gandi, vm, args): if not [basedir for basedir in os.getenv(, ).split() if os.path.exists( % basedir)]: gandi.echo() return if vm: gandi.configure(True, , vm) else: vm = gandi.get() if not vm: gandi.echo() return return ...
Manage docker instance
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def check_board(self): num_mines = np.sum(self.info_map == 12) num_undiscovered = np.sum(self.info_map == 11) num_questioned = np.sum(self.info_map == 10) if num_mines > 0: return 0 elif np.array_equal(self.info_map == 9, self.mine_map): return 1...
Check the board status and give feedback.
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def load_store(cls, store, decoder=None): variables, attributes = store.load() if decoder: variables, attributes = decoder(variables, attributes) obj = cls(variables, attrs=attributes) obj._file_obj = store return obj
Create a new dataset from the contents of a backends.*DataStore object
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def fork(self): url = self._build_url(, base_url=self._api) json = self._json(self._post(url), 201) return Gist(json, self) if json else None
Fork this gist. :returns: :class:`Gist <Gist>` if successful, ``None`` otherwise
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def on_resolve(target, func, *args, **kwargs): return _register_hook(ON_RESOLVE, target, func, *args, **kwargs)
Register a resolution hook.
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def dict2resource(raw, top=None, options=None, session=None): if top is None: top = PropertyHolder(raw) seqs = tuple, list, set, frozenset for i, j in iteritems(raw): if isinstance(j, dict): if in j: resource = cls_for_resource(j[])(options, session, j) ...
Convert a dictionary into a Jira Resource object. Recursively walks a dict structure, transforming the properties into attributes on a new ``Resource`` object of the appropriate type (if a ``self`` link is present) or a ``PropertyHolder`` object (if no ``self`` link is present).
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def handle_input(self, ncode, wparam, lparam): x_pos = lparam.contents.x_pos y_pos = lparam.contents.y_pos data = lparam.contents.mousedata self.emulate_mouse(wparam, x_pos, y_pos, data) ...
Process the key input.
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def client(self): if self._client is None: self._client = self._client_builder() return self._client
Return client for current application.
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def wr_xlsx(self, fout_xlsx, nts): wr_xlsx(fout_xlsx, nts, prt_flds=self.prt_flds, fld2col_widths=self.fld2col_widths)
Write specified namedtuples into an Excel spreadsheet.
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def _add_io_handler(self, handler): logger.debug(, handler) self._unprepared_handlers[handler] = None self._configure_io_handler(handler)
Add an I/O handler to the loop.
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def _ParseRecords(self, parser_mediator, evt_file): for record_index in range(evt_file.number_of_records): if parser_mediator.abort: break try: evt_record = evt_file.get_record(record_index) self._ParseRecord(parser_mediator, record_index, evt_record) ...
Parses Windows EventLog (EVT) records. Args: parser_mediator (ParserMediator): mediates interactions between parsers and other components, such as storage and dfvfs. evt_file (pyevt.file): Windows EventLog (EVT) file.
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def restorecon(path, recursive=False): * if recursive: cmd = [, , path] else: cmd = [, , path] return not __salt__[](cmd, python_shell=False)
Reset the SELinux context on a given path CLI Example: .. code-block:: bash salt '*' file.restorecon /home/user/.ssh/authorized_keys
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def p_ArrayLiteralContent(p): if len(p) < 3: p[0] = ArrayLiteralContent(None, p[1]) else: p[0] = ArrayLiteralContent(p[1], p[3])
ArrayLiteralContent : Expression ArrayLiteralContent : Expression COLON Expression
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def edit_imagefindpars(): teal.teal(imagefindpars.__taskname__, returnAs=None, autoClose=True, loadOnly=False, canExecute=False)
Allows the user to edit the imagefindpars configObj in a TEAL GUI
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def _render_our_module_key_flags(self, module, output_lines, prefix=): key_flags = self.get_key_flags_for_module(module) if key_flags: self._render_module_flags(module, key_flags, output_lines, prefix)
Returns a help string for the key flags of a given module. Args: module: module|str, the module to render key flags for. output_lines: [str], a list of strings. The generated help message lines will be appended to this list. prefix: str, a string that is prepended to each generated hel...
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def get_modifier_mapping(self): r = request.GetModifierMapping(display = self.display) return r.keycodes
Return a list of eight lists, one for each modifier. The list can be indexed using X.ShiftMapIndex, X.Mod1MapIndex, and so on. The sublists list the keycodes bound to that modifier.
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def spawn_worker(self, entrypoint, args, kwargs, context_data=None, handle_result=None): if self._being_killed: _log.info("Worker spawn prevented due to being killed") raise ContainerBeingKilled() service = self.service_cls() worker_ctx = W...
Spawn a worker thread for running the service method decorated by `entrypoint`. ``args`` and ``kwargs`` are used as parameters for the service method. ``context_data`` is used to initialize a ``WorkerContext``. ``handle_result`` is an optional function which may be passed in b...
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def close(self): if self._protocol is not None: self._protocol.processor.close() del self._protocol
Closes connection to the server.
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def usersettings(request): if hasattr(request, ): usersettings = request.usersettings else: from .shortcuts import get_current_usersettings usersettings = get_current_usersettings() return { : usersettings }
Returns the current ``UserSettings`` based on the SITE_ID in the project's settings as context variables If there is no 'usersettings' attribute in the request, fetches the current UserSettings (from usersettings.shortcuts.get_current_usersettings).
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def list_pod_preset_for_all_namespaces(self, **kwargs): kwargs[] = True if kwargs.get(): return self.list_pod_preset_for_all_namespaces_with_http_info(**kwargs) else: (data) = self.list_pod_preset_for_all_namespaces_with_http_info(**kwargs) return dat...
list or watch objects of kind PodPreset This method makes a synchronous HTTP request by default. To make an asynchronous HTTP request, please pass async_req=True >>> thread = api.list_pod_preset_for_all_namespaces(async_req=True) >>> result = thread.get() :param async_req bool ...
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def get_arguments(): import argparse parser = argparse.ArgumentParser( description=) parser.add_argument("--platform_name", , nargs=, help="The Platform name", type=str, required=True) parser.add_argument("--sensor", , nargs=, ...
Get the command line arguments
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def add_qualified_edge( self, u, v, *, relation: str, evidence: str, citation: Union[str, Mapping[str, str]], annotations: Optional[AnnotationsHint] = None, subject_modifier: Optional[Mapping] = None, ...
Add a qualified edge. Qualified edges have a relation, evidence, citation, and optional annotations, subject modifications, and object modifications. :param u: The source node :param v: The target node :param relation: The type of relation this edge represents :param ev...
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def _set_system_id(self, v, load=False): if hasattr(v, "_utype"): v = v._utype(v) try: t = YANGDynClass(v,base=system_id.system_id, is_container=, presence=False, yang_name="system-id", rest_name="system-id", parent=self, path_helper=self._path_helper, extmethods=self._extmethods, register_path...
Setter method for system_id, mapped from YANG variable /protocol/spanning_tree/rpvst/system_id (container) If this variable is read-only (config: false) in the source YANG file, then _set_system_id is considered as a private method. Backends looking to populate this variable should do so via calling thi...
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def train_history(self, tid=None): def result2history(result): if isinstance(result["history"], list): return pd.concat([pd.DataFrame(hist["loss"]).assign(fold=i) for i, hist in enumerate(result["history"])]) else: ...
Get train history as pd.DataFrame
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def kick_user(self, user_id, reason=""): try: self.client.api.kick_user(self.room_id, user_id) return True except MatrixRequestError: return False
Kick a user from this room. Args: user_id (str): The matrix user id of a user. reason (str): A reason for kicking the user. Returns: boolean: Whether user was kicked.
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def _convert_pyx_sources_to_lang(self): if have_pyrex(): return lang = self.language or target_ext = if lang.lower() == else sub = functools.partial(re.sub, , target_ext) self.sources = list(map(sub, self.sources))
Replace sources with .pyx extensions to sources with the target language extension. This mechanism allows language authors to supply pre-converted sources but to prefer the .pyx sources.
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def set_quiet(mres, parent, global_options): quiet = global_options.get() if quiet is not None: mres._quiet = quiet else: mres._quiet = parent.quiet
Sets the 'quiet' property on the MultiResult
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def parse_JSON(self, JSON_string): if JSON_string is None: raise parse_response_error.ParseResponseError() d = json.loads(JSON_string) try: reference_time = d[] reception_time = timeutils.now() lon ...
Parses an *UVIndex* instance out of raw JSON data. Only certain properties of the data are used: if these properties are not found or cannot be parsed, an error is issued. :param JSON_string: a raw JSON string :type JSON_string: str :returns: an *UVIndex* instance or ``None`` if...
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def bind(self, flask_app, service, group=None): if group not in self.services[service]: raise RuntimeError( .format( group, service) ) for name, api in self.services[service][group].items(): if api.view_fn is N...
Bind the service API urls to a flask app.
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def element_as_json(name): if name: element = fetch_json_by_name(name) if element.json: return element.json
Get specified element json data by name :param name: name of element :return: json data representing element, else None
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def ntp_authentication_key_encryption_level(self, **kwargs): config = ET.Element("config") ntp = ET.SubElement(config, "ntp", xmlns="urn:brocade.com:mgmt:brocade-ntp") authentication_key = ET.SubElement(ntp, "authentication-key") keyid_key = ET.SubElement(authentication_key, "ke...
Auto Generated Code
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def _generate_example(self, data_path, image_id): image_filepath = os.path.join( data_path, "VOCdevkit/VOC2007/JPEGImages", "{}.jpg".format(image_id)) annon_filepath = os.path.join( data_path, "VOCdevkit/VOC2007/Annotations", "{}.xml".format(image_id)) def _get_example_objects(): ...
Yields examples.
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def locate_ami(product, region=None, channel="releases", stream="released", root_store="ssd", virt="hvm"): if region is None: region = clients.ec2.meta.region_name if product.startswith("com.ubuntu.cloud"): partition = "aws" if region.startswith("cn-"): partition = "aws-...
Examples:: locate_ami(product="com.ubuntu.cloud:server:16.04:amd64", channel="daily", stream="daily", region="us-west-2") locate_ami(product="Amazon Linux AMI 2016.09")
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def WriteUserNotification(self, notification, cursor=None): args = { "username_hash": mysql_utils.Hash(notification.username), "notification_state": int(notification.state), "notification": notification.SerializeToString(), } query = "INS...
Writes a notification for a given user.
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def reject(self, *, requeue=True): self.sender.send_BasicReject(self.delivery_tag, requeue)
Reject the message. :keyword bool requeue: if true, the broker will attempt to requeue the message and deliver it to an alternate consumer.
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def is_syntactic(self): for term in self._terms: if isinstance(term, Wildcard) and not term.fixed_size: return False if is_operation(term) and issubclass(term, (AssociativeOperation, CommutativeOperation)): return False return True
True, iff the flatterm is :term:`syntactic`.
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def find_function_by_address(self, address): cfg_rv = None for cfg in self._cfgs: if cfg.start_address == address: cfg_rv = cfg break return cfg_rv
Return the cfg of the requested function by address.
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def inurl(needles, haystack, position=): count = 0 haystack2 = haystack.lower() for needle in needles: needle2 = needle.lower() if position == : if haystack2.find(needle2) > -1: count += 1 elif position == : if haystack2.endswith(n...
convenience function to make string.find return bool
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def getToolchainFiles(self): return reversed([ os.path.join(x.path, x.description[]) for x in self.hierarchy if in x.description ])
return a list of toolchain file paths in override order (starting at the bottom/leaf of the hierarchy and ending at the base). The list is returned in the order they should be included (most-derived last).
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def validation_email_handler(notification): base_subject = _().format(domain=notification.site.domain) subject = getattr(settings, , base_subject) notification.email_subject = subject email_handler(notification, validation_email_context)
Validation email handler.
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def parameter(self, name=None, value=None, **kwargs): return self.nest(Parameter(name=name, value=value, **kwargs))
Create a <Parameter> element :param name: The name of the custom parameter :param value: The value of the custom parameter :param kwargs: additional attributes :returns: <Parameter> element
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def as_dict(df, ix=): if isinstance(df.index, pd.DatetimeIndex): df[] = df.index return df.to_dict(orient=)[ix]
converts df to dict and adds a datetime field if df is datetime
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def download_coding_sequences(patric_id, seqtype, outdir=, outfile=, force_rerun=False): if seqtype == : extension = elif seqtype == : extension = else: raise ValueError() if outfile: outfile = op.join(outdir, .format(outfile, extension)) else: ...
Download the entire set of DNA or protein sequences from protein-encoding genes in a genome from NCBI. Saves a FASTA file in the optional directory specified. Args: genome_accession_or_id (str): PATRIC ID seqtype (str): "dna" or "protein" - if you want the coding sequences in DNA or amino acid...
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def create_order(self, **params): for required in [, , ]: if required not in params: raise ValueError("Missing required parameter: %s" % required) response = self._post(, , data=params) return self._make_api_object(response, Order)
https://developers.coinbase.com/api/v2#create-an-order
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def plotlyFrequencyHistogram(counts): data = [ go.Histogram( x=tuple(count for _, _, count in counts.getNonZerosSorted()) ) ] py.plot(data, filename=os.environ.get("HEATMAP_NAME", str(datetime.datetime.now())))
x-axis is a count of how many times a bit was active y-axis is number of bits that have that frequency
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def add_grid_data(self, data): self.grid_data.append(data) return len(self.grid_data) - 1
Return id
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def addLabel(self, start, end, labelName): if len(self._recordsCache) == 0: raise HTMPredictionModelInvalidRangeError("Invalid supplied range for . " "Model has no saved records.") try: start = int(start) except Exception: start = 0 try: end = int(end) except E...
Add the label labelName to each record with record ROWID in range from ``start`` to ``end``, noninclusive of end. This will recalculate all points from end to the last record stored in the internal cache of this classifier. :param start: (int) start index :param end: (int) end index (noninclusive...
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def make_html_words( self, words ): line = "" if words: line = html_quote( words[0] ) for w in words[1:]: line = line + " " + html_quote( w ) return line
convert a series of simple words into some HTML text
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def read_from_memory_region(self, *, region_name: str): warnings.warn("pyquil.api._qam.QAM.read_from_memory_region is deprecated, please use " "pyquil.api._qam.QAM.read_memory instead.", DeprecationWarning) assert self.status == if region_nam...
Reads from a memory region named region_name on the QAM. This is a shim over the eventual API and only can return memory from a region named "ro" of type ``BIT``. :param region_name: The string naming the declared memory region. :return: A list of values of the appropriate type.
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def predict(self, X): if X.ndim==1: X = X[None,:] ps = self.model.param_array.copy() means = [] stds = [] for s in self.hmc_samples: if self.model._fixes_ is None: self.model[:] = s else: self.model[self.model._fix...
Predictions with the model for all the MCMC samples. Returns posterior means and standard deviations at X. Note that this is different in GPy where the variances are given.
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def default_display(value, with_module=True): object_type = type(value) try: name = object_type.__name__ module = object_type.__module__ if with_module: return name + + module + else: return name except: type_str = to_text_string(object_...
Default display for unknown objects.
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def _get_api_key(self): conn = self.get_connection(self.http_conn_id) api_key = conn.password if not api_key: raise AirflowException( ) return api_key
Get Opsgenie api_key for creating alert
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def example_camera(): logging.info() img = imread(PATH_IMG_CAMERA)/255.0 callback = visual_callback_2d(img) ms.morphological_chan_vese(img, 35, smoothing=3, lambda1=1, lambda2=1, iter_callback=callback)
Example with `morphological_chan_vese` with using the default initialization of the level-set.
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def get(key, default=-1): if isinstance(key, int): return ProtectionAuthority(key) if key not in ProtectionAuthority._member_map_: extend_enum(ProtectionAuthority, key, default) return ProtectionAuthority[key]
Backport support for original codes.
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def create_for_noise(other_param, threshold=(-10, 10), activated=True): return Sigmoid(other_param, threshold, activated, mul=20, add=-10)
Creates a Sigmoid that is adjusted to be used with noise parameters, i.e. with parameters which's output values are in the range [0.0, 1.0]. Parameters ---------- other_param : imgaug.parameters.StochasticParameter See :func:`imgaug.parameters.Sigmoid.__init__`. thr...
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def GetLoggingLocation(): frame = inspect.currentframe() this_file = frame.f_code.co_filename frame = frame.f_back while frame: if this_file == frame.f_code.co_filename: if in frame.f_locals: ret = frame.f_locals[] if len(ret) != 3: return (None, None, None) retur...
Search for and return the file and line number from the log collector. Returns: (pathname, lineno, func_name) The full path, line number, and function name for the logpoint location.
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def instagram_user_recent_media(parser, token): try: tagname, username = token.split_contents() return InstagramUserRecentMediaNode(username) except ValueError: raise template.TemplateSyntaxError( "%r tag requires a single argument" % token.contents.split()[0] )
Tag for getting data about recent media of an user. :param parser: :param token: :return:
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def emptyTrash(self): key = % self.key self._server.query(key, method=self._server._session.put)
If a section has items in the Trash, use this option to empty the Trash.
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def aggregate(self, pipeline, session=None, **kwargs): with self.__database.client._tmp_session(session, close=False) as s: return self._aggregate(pipeline, CommandCursor, kwargs.get(), ...
Perform an aggregation using the aggregation framework on this collection. All optional `aggregate command`_ parameters should be passed as keyword arguments to this method. Valid options include, but are not limited to: - `allowDiskUse` (bool): Enables writing to temporary f...
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def _solidAngleCMD(self): self.solid_angle_cmd = np.zeros([len(self.roi.centers_mag), len(self.roi.centers_color)]) for index_mag in np.arange(len(self.roi.centers_mag)): for index_color in np.arange(len(self.roi.centers_color)): ...
Compute solid angle within the mask annulus (deg^2) as a function of color and magnitude.
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def move_item_up(self, item): prev_iter = self._prev_iter_for(item) if prev_iter is not None: self.model.swap(prev_iter, self._iter_for(item))
Move an item up in the list. Essentially swap it with the item above it. :param item: The item to be moved.
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def unsubscribe_all(self): topics = list(self.topics.keys()) for topic in topics: self.unsubscribe(topic)
Unsubscribe from all topics.
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def get_random_hex(length): if length <= 0: return return hexify(random.randint(pow(2, length*2), pow(2, length*4)))[0:length]
Return random hex string of a given length
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def send_config_set(self, config_commands=None, exit_config_mode=True, **kwargs): if self.username == "root": exit_config_mode = False return super(LinuxSSH, self).send_config_set( config_commands=config_commands, exit_config_mode=exit_config_mode, **kwargs )
Can't exit from root (if root)
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def complete_contexts(self): if self._complete_contexts: return self._complete_contexts self.context() return self._complete_contexts
Return a list of interfaces that have satisfied contexts.
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def check_options(options, parser): if not options.get(, None): print("release environment is required") parser.print_help() return os.EX_USAGE return 0
check options requirements, print and return exit value
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def get_semantic_data(self, path_as_list): target_dict = self.semantic_data for path_element in path_as_list: if path_element in target_dict: target_dict = target_dict[path_element] else: raise KeyError("The state with name {1} and id {2} ...
Retrieves an entry of the semantic data. :param list path_as_list: The path in the vividict to retrieve the value from :return:
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def _object_with_attr(self, name): for obj in self._objects: if hasattr(obj, name): return obj raise AttributeError("No object has attribute {!r}".format(name))
Returns the first object that has the attribute `name` :param name: the attribute to filter by :type name: `str` :raises AttributeError: when no object has the named attribute
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def update_or_create(cls, name, engine, translation_values=None, with_status=False): updated, created = False, False alias = cls.get(name, raise_exc=False) if not alias: alias = cls.create(name) created = True elements = element_resolver(translat...
Update or create an Alias and it's mappings. :param str name: name of alias :param Engine engine: engine to modify alias translation values :param list(str,Element) translation_values: translation values as elements. Can be None if you want to unset any existing values ...
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def _insert(self, feature, cursor): try: cursor.execute(constants._INSERT, feature.astuple()) except sqlite3.ProgrammingError: cursor.execute( constants._INSERT, feature.astuple(self.default_encoding))
Insert a feature into the database.
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def unnest(self, data, fit=False): with timer( % self.name, logging.DEBUG): raw = self.series(data) lengths = [0 if x is None or (isinstance(x, float) and numpy.isnan(x)) else len(x) for x in raw.values] if fit and self.sequence_length is None: ...
:param data: a dataframe containing a column to be unnested :param fit: if True, self.sequence_length will exactly accomodate the largest sequence length :return: 1D array of values with length = rows * sequence_length
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def _notebook(trigger, note_store): note = Types.Note() if trigger.notebook: notebook_id = EvernoteMgr.get_notebook(note_store, trigger.notebook) note.notebookGuid = EvernoteMgr.set_notebook(note_store, trigger.notebook, notebook_id) ...
:param trigger: trigger object :param note_store: note_store object :return: note object