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Add given string parameters to the internal list. Args: string (list of str or str): A string or list of strings to add to the parameters.
def add_string_parameters(self, string): if isinstance(string, list): for x in string: self.add_string_parameters(x) return self._parameters.append("{ \"value\": \"" + string + "\" }")
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Set the type of agent to spawn in Holodeck. Currently accepted agents are: DiscreteSphereAgent, UAVAgent, and AndroidAgent. Args: agent_type (str): The type of agent to spawn.
def set_type(self, agent_type): type_str = SpawnAgentCommand.__type_keys[agent_type] self.add_string_parameters(type_str)
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Set the weather type. Args: weather_type (str): The weather type.
def set_type(self, weather_type): weather_type.lower() exists = self.has_type(weather_type) if exists: self.add_string_parameters(weather_type)
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Resolves python 2 issue with json loading in unicode instead of string Args: value (str): Unicode value to be converted Returns: (str): converted string
def convert_unicode(value): if isinstance(value, dict): return {convert_unicode(key): convert_unicode(value) for key, value in value.iteritems()} elif isinstance(value, list): return [convert_unicode(item) for item in value] elif isinstance(value, unicode): retur...
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Adds a sensor to a particular agent. This only works if the world you are running also includes that particular sensor on the agent. Args: agent_name (str): The name of the agent to add the sensor to. sensors (:obj:`HolodeckSensor` or list of :obj:`HolodeckSensor`): Sensors to a...
def add_state_sensors(self, agent_name, sensors): if isinstance(sensors, list): for sensor in sensors: self.add_state_sensors(agent_name, sensor) else: if agent_name not in self._sensor_map: self._sensor_map[agent_name] = dict() ...
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Queues a spawn agent command. It will be applied when `tick` or `step` is called next. The agent won't be able to be used until the next frame. Args: agent_definition (:obj:`AgentDefinition`): The definition of the agent to spawn. location (np.ndarray or list): The position to s...
def spawn_agent(self, agent_definition, location): self._should_write_to_command_buffer = True self._add_agents(agent_definition) command_to_send = SpawnAgentCommand(location, agent_definition.name, agent_definition.type) self._commands.add_command(command_to_send)
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Queue up a change fog density command. It will be applied when `tick` or `step` is called next. By the next tick, the exponential height fog in the world will have the new density. If there is no fog in the world, it will be automatically created with the given density. Args: densit...
def set_fog_density(self, density): if density < 0 or density > 1: raise HolodeckException("Fog density should be between 0 and 1") self._should_write_to_command_buffer = True command_to_send = ChangeFogDensityCommand(density) self._commands.add_command(command_to_s...
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Queue up a change day time command. It will be applied when `tick` or `step` is called next. By the next tick, the lighting and the skysphere will be updated with the new hour. If there is no skysphere or directional light in the world, the command will not function properly but will not cause a crash. ...
def set_day_time(self, hour): self._should_write_to_command_buffer = True command_to_send = DayTimeCommand(hour % 24) self._commands.add_command(command_to_send)
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Queue up a day cycle command to start the day cycle. It will be applied when `tick` or `step` is called next. The sky sphere will now update each tick with an updated sun angle as it moves about the sky. The length of a day will be roughly equivalent to the number of minutes given. Args: ...
def start_day_cycle(self, day_length): if day_length <= 0: raise HolodeckException("The given day length should be between above 0!") self._should_write_to_command_buffer = True command_to_send = DayCycleCommand(True) command_to_send.set_day_length(day_length) ...
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Set the control scheme for a specific agent. Args: agent_name (str): The name of the agent to set the control scheme for. control_scheme (int): A control scheme value (see :obj:`holodeck.agents.ControlSchemes`)
def set_control_scheme(self, agent_name, control_scheme): if agent_name not in self.agents: print("No such agent %s" % agent_name) else: self.agents[agent_name].set_control_scheme(control_scheme)
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Write input to the command buffer. Reformat input string to the correct format. Args: to_write (str): The string to write to the command buffer.
def _write_to_command_buffer(self, to_write): # TODO(mitch): Handle the edge case of writing too much data to the buffer. np.copyto(self._command_bool_ptr, True) to_write += '0' # The gason JSON parser in holodeck expects a 0 at the end of the file. input_bytes = str.encode(to_...
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Sets the control scheme for the agent. See :obj:`ControlSchemes`. Args: index (int): The control scheme to use. Should be set with an enum from :obj:`ControlSchemes`.
def set_control_scheme(self, index): self._current_control_scheme = index % self._num_control_schemes self._control_scheme_buffer[0] = self._current_control_scheme
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Teleports the agent to a specific location, with a specific rotation. Args: location (np.ndarray, optional): An array with three elements specifying the target world coordinate in meters. If None, keeps the current location. Defaults to None. rotation (np.ndarray, optional):...
def teleport(self, location=None, rotation=None): val = 0 if location is not None: val += 1 np.copyto(self._teleport_buffer, location) if rotation is not None: np.copyto(self._rotation_buffer, rotation) val += 2 self._teleport_bool...
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Returns the rdfs.label value of an entity (class or property), if existing. Defaults to DEFAULT_LANGUAGE. Returns the RDF.Literal resource Args: language: 'en', 'it' etc.. getall: returns a list of all labels rather than a string
def entityLabel(rdfGraph, anEntity, language=DEFAULT_LANGUAGE, getall=True): if getall: temp = [] for o in rdfGraph.objects(anEntity, RDFS.label): temp += [o] return temp else: for o in rdfGraph.objects(anEntity, RDFS.label): if getattr(o, 'language'...
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Returns the rdfs.comment value of an entity (class or property), if existing. Defaults to DEFAULT_LANGUAGE. Returns the RDF.Literal resource Args: language: 'en', 'it' etc.. getall: returns a list of all labels rather than a string
def entityComment(rdfGraph, anEntity, language=DEFAULT_LANGUAGE, getall=True): if getall: temp = [] for o in rdfGraph.objects(anEntity, RDFS.comment): temp += [o] return temp else: for o in rdfGraph.objects(anEntity, RDFS.comment): if getattr(o, 'lan...
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Perform a GET request, optionally providing query-string params. Args: path (str): A path that gets appended to ``base_url``. params (dict, optional): Dictionary of param names to values. Example: api_client.get('/users', params={'active': True}) Returns: ...
def get(self, path, params=None, headers=None): response = requests.get( self._url_for(path), params=params, headers=self._headers(headers) ) self._handle_errors(response) return response
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Perform a POST request, providing a body, which will be JSON-encoded. Args: path (str): A path that gets appended to ``base_url``. body (dict): Dictionary that will be JSON-encoded and sent as the body. Example: api_client.post('/users', body={'name': 'Billy Jean'}) ...
def post(self, path, body, headers=None): response = requests.post( self._url_for(path), data=json.dumps(body), headers=self._headers(headers) ) self._handle_errors(response) return response
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Create a creditor bank account. Creates a new creditor bank account object. Args: params (dict, optional): Request body. Returns: ListResponse of CreditorBankAccount instances
def create(self,params=None, headers=None): path = '/creditor_bank_accounts' if params is not None: params = {self._envelope_key(): params} try: response = self._perform_request('POST', path, params, headers, re...
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List creditor bank accounts. Returns a [cursor-paginated](#api-usage-cursor-pagination) list of your creditor bank accounts. Args: params (dict, optional): Query string parameters. Returns: CreditorBankAccount
def list(self,params=None, headers=None): path = '/creditor_bank_accounts' response = self._perform_request('GET', path, params, headers, retry_failures=True) return self._resource_for(response)
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Get a single creditor bank account. Retrieves the details of an existing creditor bank account. Args: identity (string): Unique identifier, beginning with "BA". params (dict, optional): Query string parameters. Returns: ListResponse of CreditorBankAcc...
def get(self,identity,params=None, headers=None): path = self._sub_url_params('/creditor_bank_accounts/:identity', { 'identity': identity, }) response = self._perform_request('GET', path, params, headers, retry_...
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Update a payment. Updates a payment object. This accepts only the metadata parameter. Args: identity (string): Unique identifier, beginning with "PM". params (dict, optional): Request body. Returns: ListResponse of Payment instances
def update(self,identity,params=None, headers=None): path = self._sub_url_params('/payments/:identity', { 'identity': identity, }) if params is not None: params = {self._envelope_key(): params} response = self._perform_request('PUT'...
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General optimization function for Theano. Parameters: params - parameters gradients - gradients config - training config Returns: Theano updates :type config: deepy.TrainerConfig or dict
def optimize_updates(params, gradients, config=None, shapes=None): if config and isinstance(config, dict): config = TrainerConfig(config) # Clipping if config: clip_value = config.get("gradient_clipping", None) if clip_value: clip_constant = T.constant(clip_value, ...
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Create a optimizing function receives gradients. Parameters: params - parameters config - training configuration Returns: updating function receives gradients
def optimize_function(params, config=None): gs = [dim_to_var(p.ndim) for p in params] updates, _ = optimize_updates(params, gs, config) return theano.function(gs, [], updates=updates)
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Get baseline model. Parameters: model - model path Returns: network
def get_network(model=None, std=0.005, disable_reinforce=False, random_glimpse=False): network = NeuralClassifier(input_dim=28 * 28) network.stack_layer(FirstGlimpseLayer(std=std, disable_reinforce=disable_reinforce, random_glimpse=random_glimpse)) if model and os.path.exists(model): network.lo...
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Pad data set to specified length. Parameters: length - max length, a just to the max length in the batch if length is -1
def pad_dataset(subset, side="right", length=-1): assert length == -1 or length > 0 if type(subset[0][0][0]) in [float, int, np.int64, np.int32, np.float32]: return _pad_2d(subset, side, length) else: return _pad_3d(subset, side, length)
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Initialize the controller. Args: port (int): batches in one training step easgd_alpha (float)
def __init__(self, port=CONTROLLER_PORT, easgd_alpha=0.5, # Following arguments can be received from workers start_halving_at=6, end_at=10, sync_freq=10, halving_freq=1, valid_freq=1500, learning_rate=0.1, log_path=None): Controller.__init__(self, por...
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Create a basic network. Parameters: input_dim - dimension of input variable model - a short hand to specify the model config - network configuration input_tensor - specify the tensor of input if it's special
def __init__(self, input_dim=0, model=None, input_tensor=None, monitors=None, cost=None, output=None, outputs=None, blocks=None, input_vars=None, target_vars=None): from deepy.core.neural_var import NeuralVariable from deepy.core.tensor_conversion import convert_to_theano_var ...
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Gets the result of the task. Arguments: timeout: Maximum seconds to wait for a result before raising a TimeoutError. If set to None, this will wait forever. If the queue doesn't store results and timeout is None, this call will never return.
def result(self, timeout=None): start = time.time() while True: task = self.get_task() if not task or task.status not in (FINISHED, FAILED): if not timeout: continue elif time.time() - start < timeout: ...
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Apply all transformations to the variables in the collection. Args: transformations (list): List of transformations to apply. select (list): Optional list of names of variables to retain after all transformations are applied.
def apply_transformations(collection, transformations, select=None): for t in transformations: kwargs = dict(t) func = kwargs.pop('name') cols = kwargs.pop('input', None) if isinstance(func, string_types): if func in ('and', 'or'): func += '_' ...
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Add to the pool of available configuration files for BIDSLayout. Args: kwargs: dictionary specifying where to find additional config files. Keys are names, values are paths to the corresponding .json file. Example: > add_config_paths(my_config='/path/to/config') > layout = ...
def add_config_paths(**kwargs): for k, path in kwargs.items(): if not os.path.exists(path): raise ValueError( 'Configuration file "{}" does not exist'.format(k)) if k in cf.get_option('config_paths'): raise ValueError('Configuration {!r} already exists'....
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Returns the BIDSFile object with the specified path. Args: filename (str): The path of the file to retrieve. Must be either an absolute path, or relative to the root of this BIDSLayout. scope (str, list): Scope of the search space. If passed, only BIDSLay...
def get_file(self, filename, scope='all'): filename = os.path.abspath(os.path.join(self.root, filename)) layouts = self._get_layouts_in_scope(scope) for ly in layouts: if filename in ly.files: return ly.files[filename] return None
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Returns the scanning repetition time (TR) for one or more runs. Args: derivatives (bool): If True, also checks derivatives images. selectors: Optional keywords used to constrain the selected runs. Can be any arguments valid for a .get call (e.g., BIDS entities ...
def get_tr(self, derivatives=False, **selectors): # Constrain search to functional images selectors.update(suffix='bold', datatype='func') scope = None if derivatives else 'raw' images = self.get(extensions=['.nii', '.nii.gz'], scope=scope, **selectors)...
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Index metadata for the specified file. Args: f (BIDSFile, str): A BIDSFile or path to an indexed file. overwrite (bool): If True, forces reindexing of the file even if an entry already exists.
def index_file(self, f, overwrite=False): if isinstance(f, six.string_types): f = self.layout.get_file(f) if f.path in self.file_index and not overwrite: return if 'suffix' not in f.entities: # Skip files without suffixes return md = self....
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Split the current SparseRunVariable into multiple columns. Args: grouper (iterable): list to groupby, where each unique value will be taken as the name of the resulting column. Returns: A list of SparseRunVariables, one per unique value in the groupe...
def split(self, grouper): data = self.to_df(condition=True, entities=True) data = data.drop('condition', axis=1) subsets = [] for i, (name, g) in enumerate(data.groupby(grouper)): name = '%s.%s' % (self.name, name) col = self.__class__(name=name, data=g,...
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Truncate internal arrays to keep only the specified rows. Args: rows (array): An integer or boolean array identifying the indices of rows to keep.
def select_rows(self, rows): self.values = self.values.iloc[rows] self.index = self.index.iloc[rows, :] for prop in self._property_columns: vals = getattr(self, prop)[rows] setattr(self, prop, vals)
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Convert the current sparse column to a dense representation. Returns: A DenseRunVariable. Args: sampling_rate (int, str): Sampling rate (in Hz) to use when constructing the DenseRunVariable. Returns: A DenseRunVariable.
def to_dense(self, sampling_rate): duration = int(math.ceil(sampling_rate * self.get_duration())) ts = np.zeros(duration, dtype=self.values.dtype) onsets = np.round(self.onset * sampling_rate).astype(int) durations = np.round(self.duration * sampling_rate).astype(int) ...
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Merge two or more collections at the same level of analysis. Args: collections (list): List of Collections to merge. sampling_rate (int, str): Sampling rate to use if it becomes necessary to resample DenseRunVariables. Either an integer or 'auto' (see merge_variables docstri...
def merge_collections(collections, force_dense=False, sampling_rate='auto'): if len(listify(collections)) == 1: return collections levels = set([c.level for c in collections]) if len(levels) > 1: raise ValueError("At the moment, it's only possible to merge " "C...
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Concatenates Variables along row axis. Args: variables (list): List of Variables to merge. Variables can have different names (and all Variables that share a name will be concatenated together). Returns: A list of Variables.
def merge_variables(variables, **kwargs): var_dict = OrderedDict() for v in variables: if v.name not in var_dict: var_dict[v.name] = [] var_dict[v.name].append(v) return [merge_variables(vars_, **kwargs) for vars_ in list(var_dict....
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Create a Collection from a pandas DataFrame. Args: df (DataFrame): The DataFrame to convert to a Collection. Each column will be converted to a SimpleVariable. entities (DataFrame): An optional second DataFrame containing entity information. s...
def from_df(cls, data, entities=None, source='contrast'): variables = [] for col in data.columns: _data = pd.DataFrame(data[col].values, columns=['amplitude']) if entities is not None: _data = pd.concat([_data, entities], axis=1, sort=True) va...
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Return columns whose names match the provided regex pattern. Args: pattern (str): A regex pattern to match all variable names against. return_type (str): What to return. Must be one of: 'name': Returns a list of names of matching variables. 'variable': Re...
def match_variables(self, pattern, return_type='name'): pattern = re.compile(pattern) vars_ = [v for v in self.variables.values() if pattern.search(v.name)] return vars_ if return_type.startswith('var') \ else [v.name for v in vars_]
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Returns a count of unique values or files. Args: files (bool): When True, counts all files mapped to the Entity. When False, counts all unique values. Returns: an int.
def count(self, files=False): return len(self.files) if files else len(self.unique())
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Return the appropriate child class given a subdirectory path. Args: path (str): The path to the subdirectory. Returns: An uninstantiated BIDSNode or one of its subclasses.
def _get_child_class(self, path): if self._child_entity is None: return BIDSNode for i, child_ent in enumerate(listify(self._child_entity)): template = self.available_entities[child_ent].directory if template is None: return BIDSNode ...
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Initializes a new instance of the class. Args: instrumentation_key (str). the instrumentation key to use for this telemetry client.\n telemetry_channel (:class:`channel.TelemetryChannel`). the optional telemetry channel to be used instead of constructing a default one.
def __init__(self, instrumentation_key, telemetry_channel=None): if instrumentation_key: if isinstance(instrumentation_key, channel.TelemetryChannel): telemetry_channel = instrumentation_key instrumentation_key = None else: raise Exception...
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Send information about a single event that has occurred in the context of the application. Args: name (str). the data to associate to this event.\n properties (dict). the set of custom properties the client wants attached to this data item. (defaults to: None)\n measurements...
def track_event(self, name, properties=None, measurements=None): data = channel.contracts.EventData() data.name = name or NULL_CONSTANT_STRING if properties: data.properties = properties if measurements: data.measurements = measurements self.trac...
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Sends a single trace statement. Args: name (str). the trace statement.\n properties (dict). the set of custom properties the client wants attached to this data item. (defaults to: None)\n severity (str). the severity level of this trace, one of DEBUG, INFO, WARNING, ERROR, C...
def track_trace(self, name, properties=None, severity=None): data = channel.contracts.MessageData() data.message = name or NULL_CONSTANT_STRING if properties: data.properties = properties if severity is not None: data.severity_level = channel.contracts.Me...
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The severity_level property. Args: value (int). the property value.
def severity_level(self, value): if value == self._defaults['severityLevel'] and 'severityLevel' in self._values: del self._values['severityLevel'] else: self._values['severityLevel'] = value
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The problem_id property. Args: value (string). the property value.
def problem_id(self, value): if value == self._defaults['problemId'] and 'problemId' in self._values: del self._values['problemId'] else: self._values['problemId'] = value
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The properties property. Args: value (hash). the property value.
def properties(self, value): if value == self._defaults['properties'] and 'properties' in self._values: del self._values['properties'] else: self._values['properties'] = value
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The measurements property. Args: value (hash). the property value.
def measurements(self, value): if value == self._defaults['measurements'] and 'measurements' in self._values: del self._values['measurements'] else: self._values['measurements'] = value
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The id property. Args: value (string). the property value.
def id(self, value): if value == self._defaults['ai.device.id'] and 'ai.device.id' in self._values: del self._values['ai.device.id'] else: self._values['ai.device.id'] = value
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The locale property. Args: value (string). the property value.
def locale(self, value): if value == self._defaults['ai.device.locale'] and 'ai.device.locale' in self._values: del self._values['ai.device.locale'] else: self._values['ai.device.locale'] = value
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The model property. Args: value (string). the property value.
def model(self, value): if value == self._defaults['ai.device.model'] and 'ai.device.model' in self._values: del self._values['ai.device.model'] else: self._values['ai.device.model'] = value
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The oem_name property. Args: value (string). the property value.
def oem_name(self, value): if value == self._defaults['ai.device.oemName'] and 'ai.device.oemName' in self._values: del self._values['ai.device.oemName'] else: self._values['ai.device.oemName'] = value
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The os_version property. Args: value (string). the property value.
def os_version(self, value): if value == self._defaults['ai.device.osVersion'] and 'ai.device.osVersion' in self._values: del self._values['ai.device.osVersion'] else: self._values['ai.device.osVersion'] = value
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Adds the passed in item object to the queue and notifies the :func:`sender` to start an asynchronous send operation by calling :func:`start`. Args: item (:class:`contracts.Envelope`) the telemetry envelope object to send to the service.
def put(self, item): QueueBase.put(self, item) if self.sender: self.sender.start()
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The role property. Args: value (string). the property value.
def role(self, value): if value == self._defaults['ai.cloud.role'] and 'ai.cloud.role' in self._values: del self._values['ai.cloud.role'] else: self._values['ai.cloud.role'] = value
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The role_instance property. Args: value (string). the property value.
def role_instance(self, value): if value == self._defaults['ai.cloud.roleInstance'] and 'ai.cloud.roleInstance' in self._values: del self._values['ai.cloud.roleInstance'] else: self._values['ai.cloud.roleInstance'] = value
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Initializes a new instance of the class. Args: service_endpoint_uri (str) the address of the service to send telemetry data to.
def __init__(self, service_endpoint_uri): self._service_endpoint_uri = service_endpoint_uri self._queue = None self._send_buffer_size = 100 self._timeout = 10
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Immediately sends the data passed in to :func:`service_endpoint_uri`. If the service request fails, the passed in items are pushed back to the :func:`queue`. Args: data_to_send (Array): an array of :class:`contracts.Envelope` objects to send to the service.
def send(self, data_to_send): request_payload = json.dumps([ a.write() for a in data_to_send ]) request = HTTPClient.Request(self._service_endpoint_uri, bytearray(request_payload, 'utf-8'), { 'Accept': 'application/json', 'Content-Type' : 'application/json; charset=utf-8' }) try: ...
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Initialize a new instance of the extension. Args: app (flask.Flask). the Flask application for which to initialize the extension.
def __init__(self, app=None): self._key = None self._endpoint_uri = None self._channel = None self._requests_middleware = None self._trace_log_handler = None self._exception_telemetry_client = None if app: self.init_app(app)
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Initializes the extension for the provided Flask application. Args: app (flask.Flask). the Flask application for which to initialize the extension.
def init_app(self, app): self._key = app.config.get(CONF_KEY) or getenv(CONF_KEY) if not self._key: return self._endpoint_uri = app.config.get(CONF_ENDPOINT_URI) sender = AsynchronousSender(self._endpoint_uri) queue = AsynchronousQueue(sender) self...
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Sets up request logging unless ``APPINSIGHTS_DISABLE_REQUEST_LOGGING`` is set in the Flask config. Args: app (flask.Flask). the Flask application for which to initialize the extension.
def _init_request_logging(self, app): enabled = not app.config.get(CONF_DISABLE_REQUEST_LOGGING, False) if not enabled: return self._requests_middleware = WSGIApplication( self._key, app.wsgi_app, telemetry_channel=self._channel) app.wsgi_app = self._r...
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Sets up trace logging unless ``APPINSIGHTS_DISABLE_TRACE_LOGGING`` is set in the Flask config. Args: app (flask.Flask). the Flask application for which to initialize the extension.
def _init_trace_logging(self, app): enabled = not app.config.get(CONF_DISABLE_TRACE_LOGGING, False) if not enabled: return self._trace_log_handler = LoggingHandler( self._key, telemetry_channel=self._channel) app.logger.addHandler(self._trace_log_handl...
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Sets up exception logging unless ``APPINSIGHTS_DISABLE_EXCEPTION_LOGGING`` is set in the Flask config. Args: app (flask.Flask). the Flask application for which to initialize the extension.
def _init_exception_logging(self, app): enabled = not app.config.get(CONF_DISABLE_EXCEPTION_LOGGING, False) if not enabled: return exception_telemetry_client = TelemetryClient( self._key, telemetry_channel=self._channel) @app.errorhandler(Exception) ...
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The run_location property. Args: value (string). the property value.
def run_location(self, value): if value == self._defaults['runLocation'] and 'runLocation' in self._values: del self._values['runLocation'] else: self._values['runLocation'] = value
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The message property. Args: value (string). the property value.
def message(self, value): if value == self._defaults['message'] and 'message' in self._values: del self._values['message'] else: self._values['message'] = value
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The parent_id property. Args: value (string). the property value.
def parent_id(self, value): if value == self._defaults['ai.operation.parentId'] and 'ai.operation.parentId' in self._values: del self._values['ai.operation.parentId'] else: self._values['ai.operation.parentId'] = value
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The synthetic_source property. Args: value (string). the property value.
def synthetic_source(self, value): if value == self._defaults['ai.operation.syntheticSource'] and 'ai.operation.syntheticSource' in self._values: del self._values['ai.operation.syntheticSource'] else: self._values['ai.operation.syntheticSource'] = value
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The correlation_vector property. Args: value (string). the property value.
def correlation_vector(self, value): if value == self._defaults['ai.operation.correlationVector'] and 'ai.operation.correlationVector' in self._values: del self._values['ai.operation.correlationVector'] else: self._values['ai.operation.correlationVector'] = value
490,593
Initializes a new instance of the class. Args: sender (:class:`SenderBase`) the sender object that will be used in conjunction with this queue. persistence_path (str) if set, persist the queue on disk into the provided directory.
def __init__(self, sender, persistence_path=''): if persistence_path and PersistQueue is None: raise ValueError('persistence_path argument requires persist-queue dependency to be installed') elif persistence_path: self._queue = PersistQueue(persistence_path) else...
490,604
Adds the passed in item object to the queue and calls :func:`flush` if the size of the queue is larger than :func:`max_queue_length`. This method does nothing if the passed in item is None. Args: item (:class:`contracts.Envelope`) item the telemetry envelope object to send to the service.
def put(self, item): if not item: return self._queue.put(item) if self._queue.qsize() >= self._max_queue_length: self.flush()
490,605
Initialize a new instance of the class. Args: instrumentation_key (str). the instrumentation key to use while sending telemetry to the service.
def __init__(self, instrumentation_key, *args, **kwargs): if not instrumentation_key: raise Exception('Instrumentation key was required but not provided') telemetry_channel = kwargs.get('telemetry_channel') if 'telemetry_channel' in kwargs: del kwargs['telemetry_...
490,608
Emit a record. If a formatter is specified, it is used to format the record. If exception information is present, an Exception telemetry object is sent instead of a Trace telemetry object. Args: record (:class:`logging.LogRecord`). the record to format and send.
def emit(self, record): # the set of properties that will ride with the record properties = { 'process': record.processName, 'module': record.module, 'fileName': record.filename, 'lineNumber': record.lineno, 'level': record.levelname, ...
490,609
Initializes a new instance of the class. Args: context (:class:`TelemetryContext') the telemetry context to use when sending telemetry data.\n queue (:class:`QueueBase`) the queue to enqueue the resulting :class:`contracts.Envelope` to.
def __init__(self, context=None, queue=None): self._context = context or TelemetryContext() self._queue = queue or SynchronousQueue(SynchronousSender())
490,611
The base_type property. Args: value (string). the property value.
def base_type(self, value): if value == self._defaults['baseType'] and 'baseType' in self._values: del self._values['baseType'] else: self._values['baseType'] = value
490,614
The ip property. Args: value (string). the property value.
def ip(self, value): if value == self._defaults['ai.location.ip'] and 'ai.location.ip' in self._values: del self._values['ai.location.ip'] else: self._values['ai.location.ip'] = value
490,615
The ver property. Args: value (int). the property value.
def ver(self, value): if value == self._defaults['ver'] and 'ver' in self._values: del self._values['ver'] else: self._values['ver'] = value
490,616
The sample_rate property. Args: value (float). the property value.
def sample_rate(self, value): if value == self._defaults['sampleRate'] and 'sampleRate' in self._values: del self._values['sampleRate'] else: self._values['sampleRate'] = value
490,617
The seq property. Args: value (string). the property value.
def seq(self, value): if value == self._defaults['seq'] and 'seq' in self._values: del self._values['seq'] else: self._values['seq'] = value
490,618
The ikey property. Args: value (string). the property value.
def ikey(self, value): if value == self._defaults['iKey'] and 'iKey' in self._values: del self._values['iKey'] else: self._values['iKey'] = value
490,619
The tags property. Args: value (hash). the property value.
def tags(self, value): if value == self._defaults['tags'] and 'tags' in self._values: del self._values['tags'] else: self._values['tags'] = value
490,621
The data property. Args: value (object). the property value.
def data(self, value): if value == self._defaults['data'] and 'data' in self._values: del self._values['data'] else: self._values['data'] = value
490,622
The account_id property. Args: value (string). the property value.
def account_id(self, value): if value == self._defaults['ai.user.accountId'] and 'ai.user.accountId' in self._values: del self._values['ai.user.accountId'] else: self._values['ai.user.accountId'] = value
490,623
The auth_user_id property. Args: value (string). the property value.
def auth_user_id(self, value): if value == self._defaults['ai.user.authUserId'] and 'ai.user.authUserId' in self._values: del self._values['ai.user.authUserId'] else: self._values['ai.user.authUserId'] = value
490,624
The sdk_version property. Args: value (string). the property value.
def sdk_version(self, value): if value == self._defaults['ai.internal.sdkVersion'] and 'ai.internal.sdkVersion' in self._values: del self._values['ai.internal.sdkVersion'] else: self._values['ai.internal.sdkVersion'] = value
490,625
The agent_version property. Args: value (string). the property value.
def agent_version(self, value): if value == self._defaults['ai.internal.agentVersion'] and 'ai.internal.agentVersion' in self._values: del self._values['ai.internal.agentVersion'] else: self._values['ai.internal.agentVersion'] = value
490,626
The node_name property. Args: value (string). the property value.
def node_name(self, value): if value == self._defaults['ai.internal.nodeName'] and 'ai.internal.nodeName' in self._values: del self._values['ai.internal.nodeName'] else: self._values['ai.internal.nodeName'] = value
490,627
Initializes a new instance of the class. Args: sender (String) service_endpoint_uri the address of the service to send telemetry data to.
def __init__(self, service_endpoint_uri=None): self._send_interval = 1.0 self._send_remaining_time = 0 self._send_time = 3.0 self._lock_send_remaining_time = Lock() SenderBase.__init__(self, service_endpoint_uri or DEFAULT_ENDPOINT_URL)
490,628
The source property. Args: value (string). the property value.
def source(self, value): if value == self._defaults['source'] and 'source' in self._values: del self._values['source'] else: self._values['source'] = value
490,631
The name property. Args: value (string). the property value.
def name(self, value): if value == self._defaults['name'] and 'name' in self._values: del self._values['name'] else: self._values['name'] = value
490,632
The url property. Args: value (string). the property value.
def url(self, value): if value == self._defaults['url'] and 'url' in self._values: del self._values['url'] else: self._values['url'] = value
490,633
The ns property. Args: value (string). the property value.
def ns(self, value): if value == self._defaults['ns'] and 'ns' in self._values: del self._values['ns'] else: self._values['ns'] = value
490,638
The kind property. Args: value (:class:`DataPointType.measurement`). the property value.
def kind(self, value): if value == self._defaults['kind'] and 'kind' in self._values: del self._values['kind'] else: self._values['kind'] = value
490,639
The count property. Args: value (int). the property value.
def count(self, value): if value == self._defaults['count'] and 'count' in self._values: del self._values['count'] else: self._values['count'] = value
490,640
The min property. Args: value (float). the property value.
def min(self, value): if value == self._defaults['min'] and 'min' in self._values: del self._values['min'] else: self._values['min'] = value
490,641
The max property. Args: value (float). the property value.
def max(self, value): if value == self._defaults['max'] and 'max' in self._values: del self._values['max'] else: self._values['max'] = value
490,642
The std_dev property. Args: value (float). the property value.
def std_dev(self, value): if value == self._defaults['stdDev'] and 'stdDev' in self._values: del self._values['stdDev'] else: self._values['stdDev'] = value
490,643
Initialize a new instance of the class. Args: instrumentation_key (str). the instrumentation key to use while sending telemetry to the service.\n wsgi_application (func). the WSGI application that we're wrapping.
def __init__(self, instrumentation_key, wsgi_application, *args, **kwargs): if not instrumentation_key: raise Exception('Instrumentation key was required but not provided') if not wsgi_application: raise Exception('WSGI application was required but not provided') ...
490,644
Callable implementation for WSGI middleware. Args: environ (dict). a dictionary containing all WSGI environment properties for this request.\n start_response (func). a function used to store the status, HTTP headers to be sent to the client and optional exception information. R...
def __call__(self, environ, start_response): start_time = datetime.datetime.utcnow() name = environ.get('PATH_INFO') or '/' closure = {'status': '200 OK'} http_method = environ.get('REQUEST_METHOD', 'GET') self.client.context.operation.id = str(uuid.uuid4()) # o...
490,645
The perf_total property. Args: value (string). the property value.
def perf_total(self, value): if value == self._defaults['perfTotal'] and 'perfTotal' in self._values: del self._values['perfTotal'] else: self._values['perfTotal'] = value
490,646