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def build_napp_package(napp_name): """Build the .napp file to be sent to the napps server. Args: napp_identifier (str): Identifier formatted as <username>/<napp_name> Return: file_payload (binary): The binary representation of the napp pa...
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def validate(self, expected_type, is_array, val): """ Validates that the expected type matches the value Returns two element tuple: (bool, string) - `bool` - True if valid, False if not - `string` - Description of validation error, or None if valid :Parameters: ...
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def delete_processing_block(processing_block_id): """Delete Processing Block with the specified ID""" scheduling_block_id = processing_block_id.split(':')[0] config = get_scheduling_block(scheduling_block_id) processing_blocks = config.get('processing_blocks') processing_block = list(filter( ...
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def _register_if_needed(cls, run_object): """Registers Trainable or Function at runtime. Assumes already registered if run_object is a string. Does not register lambdas because they could be part of variant generation. Also, does not inspect interface of given run_object. Argum...
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def set_fft_params(func): """Decorate a method to automatically convert quantities to samples """ @wraps(func) def wrapped_func(series, method_func, *args, **kwargs): """Wrap function to normalize FFT params before execution """ if isinstance(series, tuple): data = se...
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def error(self, i: int=None) -> str: """ Returns an error message """ head = "[" + colors.red("error") + "]" if i is not None: head = str(i) + " " + head return head
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def segments(self, index=None, params=None): """ The segments command is the detailed view of Lucene segments per index. `<https://www.elastic.co/guide/en/elasticsearch/reference/current/cat-segments.html>`_ :arg index: A comma-separated list of index names to limit the returned ...
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def _process_stocks(self, limit): """ Stock definitions. Here we instantiate them as instances of the given taxon. :param limit: :return: """ if self.test_mode: graph = self.testgraph else: graph = self.graph model = Model...
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def parse_data_port_mappings(mappings, default_bridge='br-data'): """Parse data port mappings. Mappings must be a space-delimited list of bridge:port. Returns dict of the form {port:bridge} where ports may be mac addresses or interface names. """ # NOTE(dosaboy): we use rvalue for key to allo...
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def fqwe(fEM, time, freq, qweargs): r"""Fourier Transform using Quadrature-With-Extrapolation. It follows the QWE methodology [Key12]_ for the Hankel transform, see ``hqwe`` for more information. The function is called from one of the modelling routines in :mod:`model`. Consult these modelling rou...
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def find_element_by_jquery(step, browser, selector): """Find a single HTML element using jQuery-style selectors.""" elements = find_elements_by_jquery(browser, selector) assert_true(step, len(elements) > 0) return elements[0]
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def check_readable(self, timeout): """ Poll ``self.stdout`` and return True if it is readable. :param float timeout: seconds to wait I/O :return: True if readable, else False :rtype: boolean """ rlist, wlist, xlist = select.select([self._stdout], [], [], timeout)...
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def find_melody(file='440_480_clean.wav', chunksize=512): """Cut the sample into chunks and analyze each chunk. Return a list [(Note, chunks)] where chunks is the number of chunks where that note is the most dominant. If two consequent chunks turn out to return the same Note they are grouped toget...
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def diff(section): """ For each section defined in the local config file, look up for a folder inside the local config folder named after the section. Uploads the environemnt file named as in the S3CONF variable for this section to the remote S3CONF path. """ try: settings = config.Setti...
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def _make_read_lob_request(self, readoffset, readlength): """Make low level request to HANA database (READLOBREQUEST). Compose request message with proper parameters and read lob data from second part object of reply. """ self._connection._check_closed() request = RequestMessage...
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def topics(text): """Return a list of topics.""" detectors = [ detector_50_Cent ] ts = [] for detector in detectors: ts.append(detector(text)) return [t[0] for t in ts if t[1] > 0.95]
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def get_transitions_for(brain_or_object): """List available workflow transitions for all workflows :param brain_or_object: A single catalog brain or content object :type brain_or_object: ATContentType/DexterityContentType/CatalogBrain :returns: All possible available and allowed transitions :rtype:...
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def dim_iter(self, *dim_strides, **kwargs): """ Recursively iterate over the (dimension, stride) tuples specified in dim_strides, returning a tuple of dictionaries describing a dimension update. For example, the following call effectively produces 2 loops over the 'ntime...
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def save(self): """ Save current state of config dictionary. """ with open(self.config_file, "w") as f: f.write(dump(self.config, default_flow_style=False))
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def copy_file(aws_access_key_id, aws_secret_access_key, bucket_name, file, s3_folder): """ copies file to bucket s3_folder """ # Connect to the bucket bucket = s3_bucket(aws_access_key_id, aws_secret_access_key, bucket_name) key = boto.s3.key.Key(bucket) if s3_folder: target_name...
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def duplicate(self, new_parent=None): "Create a new object exactly similar to self" kwargs = {} for spec_name, spec in self._meta.specs.items(): value = getattr(self, spec_name) if isinstance(value, Color): print "COLOR", value, value.default ...
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def get_timeout(self): """ Checks if any timeout for the requests to DigitalOcean is required. To set a timeout, use the REQUEST_TIMEOUT_ENV_VAR environment variable. """ timeout_str = os.environ.get(REQUEST_TIMEOUT_ENV_VAR) if timeout_str: ...
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def get_turn_delta(self, branch=None, turn=None, tick_from=0, tick_to=None): """Get a dictionary describing changes made on a given turn. If ``tick_to`` is not supplied, report all changes after ``tick_from`` (default 0). The keys are graph names. Their values are dictionaries of the g...
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def add_field(self, model, field): """Ran when a field is added to a model.""" super(SchemaEditor, self).add_field(model, field) for mixin in self.post_processing_mixins: mixin.add_field(model, field)
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async def set_version(self, tp, params, version=None, elem=None): """ Stores version to the stream if not stored yet :param tp: :param params: :param version: :param elem: :return: """ self.registry.set_tr(None) tw = TypeWrapper(tp, params...
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def _convert_service_properties_to_xml(logging, hour_metrics, minute_metrics, cors, target_version=None, delete_retention_policy=None, static_website=None): ''' <?xml version="1.0" encoding="utf-8"?> <StorageServiceProperties> <Logging> <Version>ver...
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def get_task_workers(self, task_name=None, json_obj=None): """ Get workers from task :param task_name: task name :param json_obj: json object parsed from get_task_detail2 :return: list of workers .. seealso:: :class:`odps.models.Worker` """ if task_name i...
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def FromJsonString(self, value): """Converts a string to Duration. Args: value: A string to be converted. The string must end with 's'. Any fractional digits (or none) are accepted as long as they fit into precision. For example: "1s", "1.01s", "1.0000001s", "-3.100s Raises: ...
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def _transform_to_2d(t): """Convert vectors to column matrices, to always have a 2d shape.""" t = np.asarray(t) dim = len(t.shape) assert dim <= 2 if dim < 2: t = np.atleast_2d(t).T return t
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def get_instrument_variables(ds): ''' Returns a list of instrument variables :param netCDF4.Dataset ds: An open netCDF4 Dataset ''' candidates = [] for variable in ds.variables: instrument = getattr(ds.variables[variable], 'instrument', '') if instrument and instrument in ds.var...
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def transform(self, X): """Convert categorical columns to numeric values. Parameters ---------- X : pandas.DataFrame Data to encode. Returns ------- Xt : pandas.DataFrame Encoded data. """ check_is_fitted(self, "encoded_co...
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def get_unit_waveforms(recording, sorting, unit_ids=None, grouping_property=None, start_frame=None, end_frame=None, ms_before=3., ms_after=3., dtype=None, max_num_waveforms=np.inf, filter=False, bandpass=[300, 6000], save_as_features=True, verbose=False, compute_property_from_r...
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def GetStructFormatString(self): """Retrieves the Python struct format string. Returns: str: format string as used by Python struct or None if format string cannot be determined. """ if self._format_string is None and self._data_type_maps: format_strings = [] for member_data...
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def make_psd_xmldoc(psddict, xmldoc=None): """Add a set of PSDs to a LIGOLW XML document. If the document is not given, a new one is created first. """ xmldoc = ligolw.Document() if xmldoc is None else xmldoc.childNodes[0] # the PSDs must be children of a LIGO_LW with name "psd" root_name = u"p...
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def send(self, test=None): ''' Send the email through the Postmark system. Pass test=True to just print out the resulting JSON message being sent to Postmark ''' self._check_values() # Set up message dictionary json_message = self.to_json_message() ...
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def postinit(self, target, annotation, simple, value=None): """Do some setup after initialisation. :param target: What is being assigned to. :type target: NodeNG :param annotation: The type annotation of what is being assigned to. :type: NodeNG :param simple: Whether :...
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def save(self): '''saves our config objet to file''' if self.app.cfg_mode == 'json': with open(self.app.cfg_file, 'w') as opened_file: json.dump(self.app.cfg, opened_file) else: with open(self.app.cfg_file, 'w')as opened_file: yaml.dump(sel...
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def exists(self, path, **kwargs): """Return true if the given path exists""" try: self.get_file_status(path, **kwargs) return True except HdfsFileNotFoundException: return False
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def is_linear(self): """ Tests whether all filters in the list are linear. CascadeFilter and ParallelFilter instances are also linear if all filters they group are linear. """ return all(isinstance(filt, LinearFilter) or (hasattr(filt, "is_linear") and filt.is_linear()) ...
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def get_nested_attribute(obj, attribute): """ Returns the value of the given (possibly dotted) attribute for the given object. If any of the parents on the nested attribute's name path are `None`, the value of the nested attribute is also assumed as `None`. :raises AttributeError: If any attri...
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def generate_hooked_command(cmd_name, cmd_cls, hooks): """ Returns a generated subclass of ``cmd_cls`` that runs the pre- and post-command hooks for that command before and after the ``cmd_cls.run`` method. """ def run(self, orig_run=cmd_cls.run): self.run_command_hooks('pre_hooks') ...
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def direction_vector(self, other: "Point2") -> "Point2": """ Converts a vector to a direction that can face vertically, horizontally or diagonal or be zero, e.g. (0, 0), (1, -1), (1, 0) """ return self.__class__((_sign(other.x - self.x), _sign(other.y - self.y)))
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def identifierify(name): """ Clean up name so it works for a Python identifier. """ name = name.lower() name = re.sub('[^a-z0-9]', '_', name) return name
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def _tf_predict(model_dir, input_csvlines): """Prediction with a tf savedmodel. Args: model_dir: directory that contains a saved model input_csvlines: list of csv strings Returns: Dict in the form tensor_name:prediction_list. Note that the value is always a list, even if there was only 1 row...
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def apply_security_groups(self, security_groups): """ Applies security groups to the load balancer. Applying security groups that are already registered with the Load Balancer has no effect. :type security_groups: string or List of strings :param security_groups: The na...
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def run(self): """Load all artists into the database """ df = ArtistsInputData().load() # rename columns df.rename(columns={'artistLabel': 'name', 'genderLabel': 'gender'}, inplace=True) # attribute columns that exist in the...
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def netconf_session_start_source_host(self, **kwargs): """Auto Generated Code """ config = ET.Element("config") netconf_session_start = ET.SubElement(config, "netconf-session-start", xmlns="urn:ietf:params:xml:ns:yang:ietf-netconf-notifications") source_host = ET.SubElement(netco...
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def elapsed(self): """ Return a timedelta representation of the time passed sine the worker was running. """ if not self.start_date: return None return (self.end_date or datetime.utcnow()) - self.start_date
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def query_state(self, StateType): """ Is a button depressed? True if a button is pressed, false otherwise. """ if StateType == M_LEFT: # Checking left mouse button return self.left_pressed elif StateType == M_MIDDLE: # Checking middle m...
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def latents_to_frames(z_top_interp, level_eps_interp, hparams): """Decodes latents to frames.""" # Decode [z^1_t, z^2_t .. z^l_t] to [X_t] images, _, _, _ = glow_ops.encoder_decoder( "codec", z_top_interp, hparams, eps=level_eps_interp, reverse=True) images = glow_ops.postprocess(images) return images
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def vector_product(v0, v1, axis=0): """Return vector perpendicular to vectors. >>> v = vector_product([2, 0, 0], [0, 3, 0]) >>> np.allclose(v, [0, 0, 6]) True >>> v0 = [[2, 0, 0, 2], [0, 2, 0, 2], [0, 0, 2, 2]] >>> v1 = [[3], [0], [0]] >>> v = vector_product(v0, v1) >>> np.allclose(v, [...
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def called_with(self, *args, **kwargs): """Return True if the spy was called with the specified args/kwargs. Otherwise raise VerificationError. """ expected_call = Call(*args, **kwargs) if expected_call in calls(self.spy): return True raise VerificationError...
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def PSD_fitting_eqn_with_background(A, OmegaTrap, Gamma, FlatBackground, omega): """ The value of the fitting equation: A / ((OmegaTrap**2 - omega**2)**2 + (omega * Gamma)**2) + FlatBackground to be fit to the PSD Parameters ---------- A : float Fitting constant A A = γ**2*Γ...
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def __substituteFromClientStatement(self,match,prevResponse,extraSymbol="",sessionID = "general"): """ Substitute from Client statement into respose """ prev = 0 startPadding = 1+len(extraSymbol) finalResponse = "" for m in re.finditer(r'%'+extraSymbol+'[0-9]+', p...
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def apply(cls, self, *args, **kwargs): """ Applies kwargs arguments to the instance passed as the first argument to the call. For defined INPUTS, OUTPUTS and PARAMETERS the method extracts a corresponding value from kwargs and sets it as an instance attribute. For exampl...
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def gotoHome(self): """ Navigates to the home position for the edit. """ mode = QTextCursor.MoveAnchor # select the home if QApplication.instance().keyboardModifiers() == Qt.ShiftModifier: mode = QTextCursor.KeepAnchor curso...
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def get_child_by_qualifier(self, parent_qualifier): """ :param parent_qualifier: time_qualifier of the parent process :return: <HierarchyEntry> child entry to the HierarchyEntry associated with the parent_qualifier or None if the given parent_qualifier is not registered in this h...
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def norm(self, x): """Calculate the norm of an element. This is the standard implementation using `inner`. Subclasses should override it for optimization purposes. Parameters ---------- x1 : `LinearSpaceElement` Element whose norm is calculated. Ret...
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def _note_reply_pending(self, option, state): """Record the status of requested Telnet options.""" if not self.telnet_opt_dict.has_key(option): self.telnet_opt_dict[option] = TelnetOption() self.telnet_opt_dict[option].reply_pending = state
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def lemmatize(self): """Lemmatize all Units in self.unit_list. Modifies: - self.unit_list: converts the .text property into its lemmatized form. This method lemmatizes all inflected variants of permissible words to those words' respective canonical forms. This is done to en...
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def populate_freqs(self): """ Populate frequency axis """ if self.header[b'foff'] < 0: f0 = self.f_end else: f0 = self.f_begin self._setup_chans() #create freq array i_vals = np.arange(self.chan_start_idx, self.chan_stop_idx) ...
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def index(self): ''' Index funtion. ''' self.render('ext_excel/index.html', userinfo=self.userinfo, cfg=CMS_CFG, kwd={}, )
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def clean_tempdir(context, scenario): """ Clean up temporary test dirs for passed tests. Leave failed test dirs for manual inspection. """ tempdir = getattr(context, 'tempdir', None) if tempdir and scenario.status == 'passed': shutil.rmtree(tempdir) del(context.tempdir)
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def Print(self, output_writer): """Prints a human readable version of the filter. Args: output_writer (CLIOutputWriter): output writer. """ if self._date_time_ranges: for date_time_range in self._date_time_ranges: if date_time_range.start_date_time is None: end_time_string...
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def set_min_leverage(self, min_leverage, grace_period): """Set a limit on the minimum leverage of the algorithm. Parameters ---------- min_leverage : float The minimum leverage for the algorithm. grace_period : pd.Timedelta The offset from the start date ...
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def Defaults(self,key): """Returns default configurations for resources deployed to this group. If specified key is not defined returns None. # {"cpu":{"inherited":false},"memoryGB":{"inherited":false},"networkId":{"inherited":false}, # "primaryDns":{"value":"172.17.1.26","inherited":true},"secondaryDns":{"va...
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def pix2sky_ellipse(self, pixel, sx, sy, theta): """ Convert an ellipse from pixel to sky coordinates. Parameters ---------- pixel : (float, float) The (x, y) coordinates of the center of the ellipse. sx, sy : float The major and minor axes (FHWM)...
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def _install_indv_pkg(self, pkg_name, pkg_file): ''' Install one individual package ''' self.ui.status('... installing {0}'.format(pkg_name)) formula_tar = tarfile.open(pkg_file, 'r:bz2') formula_ref = formula_tar.extractfile('{0}/FORMULA'.format(pkg_name)) formul...
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def write_encoded(file_obj, stuff, encoding='utf-8'): """ If a file is open in binary mode and a string is passed, encode and write If a file is open in text mode and bytes are passed, decode and write Parameters ----------- file_obj: file object, with 'wr...
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def partition(pred, iterable, tolist=False): 'Use a predicate to partition entries into false entries and true entries' # partition(is_odd, range(10)) --> 0 2 4 6 8 and 1 3 5 7 9 t1, t2 = itertools.tee(iterable) ifalse = six.moves.filterfalse(pred, t1) itrue = six.moves.filter(pred, t2) if to...
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def stats(data): '''Dictionary with summary stats for data Returns: dicitonary with length, mean, sum, standard deviation,\ min and max of data ''' return {'len': len(data), 'mean': np.mean(data), 'sum': np.sum(data), 'std': np.std(data), ...
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def setTypingStatus(self, status, thread_id=None, thread_type=None): """ Sets users typing status in a thread :param status: Specify the typing status :param thread_id: User/Group ID to change status in. See :ref:`intro_threads` :param thread_type: See :ref:`intro_threads` ...
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def adjust_commission_cost_basis(self, asset, cost): """ A note about cost-basis in zipline: all positions are considered to share a cost basis, even if they were executed in different transactions with different commission costs, different prices, etc. Due to limitations about ...
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def nl_cb_call(cb, type_, msg): """Call a callback function. https://github.com/thom311/libnl/blob/libnl3_2_25/include/netlink-private/netlink.h#L136 Positional arguments: cb -- nl_cb class instance. type_ -- callback type integer (e.g. NL_CB_MSG_OUT). msg -- Netlink message (nl_msg class inst...
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def set(self, item, column=None, value=None): """ Query or set the value of given item. With one argument, return a dictionary of column/value pairs for the specified item. With two arguments, return the current value of the specified column. With three arguments, set the value ...
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def run_script(self, script, in_shell=True, echo=None, note=None, loglevel=logging.DEBUG): """Run the passed-in string as a script on the target's command line. @param script: String representing the script. It will be de-indented ...
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def start_logging(out=_stdout, level='info'): """ Begin logging. :param out: if provided, a file-like object to log to. By default, this is stdout. :param level: the maximum log-level to emit (a string) """ global _log_level, _loggers, _started_logging if level not in log_le...
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def map_version(self, requirement, local_version): """ Maps a local version name to one recognised by the Requirement class Parameters ---------- requirement : str Name of the requirement version : str version string """ if isinsta...
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def build_plugin(cls, class_name, config): """Create an instance of the named plugin and return it :param class_name: fully qualified name of class :type class_name: str :param config: the supporting configuration for plugin :type config: PluginConfig :rtype: AbstractPl...
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def __initialize_ui(self): """ Initializes the Widget ui. """ self.setAutoScroll(True) self.setIndentation(self.__tree_view_indentation) self.setRootIsDecorated(False) self.setDragDropMode(QAbstractItemView.DragOnly) self.header().hide() self.se...
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def bindargs(fun, *argsbind, **kwbind): """ _ = bind.placeholder # unbound placeholder (arg) f = bind(fun, _, _, arg3, kw=kw1, kw2=kw2), f(arg1, arg2) :param fun: :param argsbind: :param kwbind: :return: """ assert argsbind argsb = list(argsbind) iargs = [i for i in range(...
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def merge_data_and_coords(data, coords, compat='broadcast_equals', join='outer'): """Used in Dataset.__init__.""" objs = [data, coords] explicit_coords = coords.keys() indexes = dict(extract_indexes(coords)) return merge_core(objs, compat, join, explicit_coords=explicit_coo...
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def as_matrix(self, depth=0): """ Create a matrix with self as node, cache it, return it. Args: depth (int): depth of the matrix. Returns: Matrix: an instance of Matrix. """ if depth in self._matrix_cache: return self._matrix_cache[de...
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def convert_dropout(params, w_name, scope_name, inputs, layers, weights, names): """ Convert dropout. Args: params: dictionary with layer parameters w_name: name prefix in state_dict scope_name: pytorch scope name inputs: pytorch node inputs layers: dictionary with k...
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def get_localhost(): ''' Should return 127.0.0.1 in ipv4 and ::1 in ipv6 localhost is not used because on windows vista/windows 7, there can be issues where the resolving doesn't work properly and takes a lot of time (had this issue on the pyunit server). Using the IP directly solves the problem. ...
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def read(self, **keys): """ Read the image. If the HDU is an IMAGE_HDU, read the corresponding image. Compression and scaling are dealt with properly. """ if not self.has_data(): return None dtype, shape = self._get_dtype_and_shape() array =...
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def setdocument(self, doc): """Associate a document with this element. Arguments: doc (:class:`Document`): A document Each element must be associated with a FoLiA document. """ assert isinstance(doc, Document) if not self.doc: self.doc = doc ...
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def GetFlagSuggestions(attempt, longopt_list): """Get helpful similar matches for an invalid flag.""" # Don't suggest on very short strings, or if no longopts are specified. if len(attempt) <= 2 or not longopt_list: return [] option_names = [v.split('=')[0] for v in longopt_list] # Find close approximat...
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def bitsToString(arr): """Returns a string representing a numpy array of 0's and 1's""" s = array('c','.'*len(arr)) for i in xrange(len(arr)): if arr[i] == 1: s[i]='*' return s
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def create(vm_): ''' Create a single VM from a data dict ''' try: # Check for required profile parameters before sending any API calls. if vm_['profile'] and config.is_profile_configured(__opts__, __active_provider_name__ or 'sof...
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def fix_lockfile(self): """Run each line of outfile through fix_pin""" with open(self.outfile, 'rt') as fp: lines = [ self.fix_pin(line) for line in self.concatenated(fp) ] with open(self.outfile, 'wt') as fp: fp.writelines([ ...
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def _make_routing_list(api_provider): """ Returns a list of routes to configure the Local API Service based on the APIs configured in the template. Parameters ---------- api_provider : samcli.commands.local.lib.sam_api_provider.SamApiProvider Returns ------- ...
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def coarse_grain_transition_matrix(P, M): """ Coarse grain transition matrix P using memberships M Computes .. math: Pc = (M' M)^-1 M' P M Parameters ---------- P : ndarray(n, n) microstate transition matrix M : ndarray(n, m) membership matrix. Membership to macros...
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def amplification_type(self, channels=None): """ Get the amplification type used for the specified channel(s). Each channel uses one of two amplification types: linear or logarithmic. This function returns, for each channel, a tuple of two numbers, in which the first number indi...
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def _checkTimeValue( timevalue, maxvalue ): """Check that the given timevalue is valid. Args: * timevalue (numerical): The time value to be checked. Must be positive. * maxvalue (numerical): Upper limit for time value. Must be positive. Raises: TypeError, ValueError ...
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def classical(vulnerability_function, hazard_imls, hazard_poes, loss_ratios): """ :param vulnerability_function: an instance of :py:class:`openquake.risklib.scientific.VulnerabilityFunction` representing the vulnerability function used to compute the curve. :param hazard_imls: ...
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def index(): """ This is not served anywhere in the web application. It is used explicitly in the context of generating static files since flask-frozen requires url_for's to crawl content. url_for's are not used with host.show_host directly and are instead dynamically generated through javascrip...
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def _getPFilename(self,native,prompt): """Get p_filename field for this parameter Same as get for non-list params """ return self.get(native=native,prompt=prompt)
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def size(self): """Get the current terminal size.""" for fd in range(3): cr = self._ioctl_GWINSZ(fd) if cr: break if not cr: try: fd = os.open(os.ctermid(), os.O_RDONLY) cr = self._ioctl_GWINSZ(fd) ...
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def throws(self, exception=Exception): """ Customizes the stub function to raise an exception. If conditions like withArgs or onCall were specified, then the return value will only be returned when the conditions are met. Args: exception (by default=Exception, it could be any customized...
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