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def create(self, max_wait=300, allocated_storage=None, encryption_at_rest=None, restore_to_time=None, **kwargs): """ Create an instance of the PostgreSQL service with the typical starting settings. :param max_wait: service is created asynchronously, so will only wait ...
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def run(self, records): """Runs the batch upload :param records: an iterable containing queue entries """ self_name = type(self).__name__ for i, batch in enumerate(grouper(records, self.BATCH_SIZE, skip_missing=True), 1): self.logger.info('%s processing batch %d', se...
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def get_acmg(acmg_terms): """Use the algorithm described in ACMG paper to get a ACMG calssification Args: acmg_terms(set(str)): A collection of prediction terms Returns: prediction(int): 0 - Uncertain Significanse 1 - Benign 2 - Likely Benign...
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def _ancestors_or_self( self, qname: Union[QualName, bool] = None) -> List[InstanceNode]: """XPath - return the list of receiver's ancestors including itself.""" res = [] if qname and self.qual_name != qname else [self] return res + self.up()._ancestors(qname)
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def iterator_chain(variables: VarType, parent: str = None) -> Iterable[VarMatrix]: """This successively appends each element of an array to a single list of values. This takes a list of values and puts all the values generated for each element in the list into a single list of values. It uses the :func:`it...
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def _render_batch(self, non_fluents: NonFluents, states: Fluents, actions: Fluents, interms: Fluents, rewards: np.array, horizon: Optional[int] = None) -> None: '''Prints `non_fluents`, `states`, `actions`, `interms` and `rewards` for given `horizon`. ...
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def load_name(self, load): ''' Return the primary name associate with the load, if an empty string is returned then the load does not match the function ''' if 'eauth' not in load: return '' fstr = '{0}.auth'.format(load['eauth']) if fstr not in self.a...
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def zpk(self, zeros, poles, gain, analog=True, **kwargs): """Filter this `TimeSeries` by applying a zero-pole-gain filter Parameters ---------- zeros : `array-like` list of zero frequencies (in Hertz) poles : `array-like` list of pole frequencies (in Her...
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def _has_x(self, kwargs): '''Returns True if x is explicitly defined in kwargs''' return (('x' in kwargs) or (self._element_x in kwargs) or (self._type == 3 and self._element_1mx in kwargs))
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def record_xml_output(rec, tags=None, order_fn=None): """Generate the XML for record 'rec'. :param rec: record :param tags: list of tags to be printed :return: string """ if tags is None: tags = [] if isinstance(tags, str): tags = [tags] if tags and '001' not in tags: ...
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def _create_reference_value_options(self, keys, finished_keys): """this method steps through the option definitions looking for alt paths. On finding one, it creates the 'reference_value_from' links within the option definitions and populates it with copied options.""" # a set of known ...
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def add_changes_markup(dom, ins_nodes, del_nodes): """ Add <ins> and <del> tags to the dom to show changes. """ # add markup for inserted and deleted sections for node in reversed(del_nodes): # diff algorithm deletes nodes in reverse order, so un-reverse the # order for this iteratio...
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def rename(self, old_table, new_table): """ Rename a table. You must have ALTER and DROP privileges for the original table, and CREATE and INSERT privileges for the new table. """ try: command = 'RENAME TABLE {0} TO {1}'.format(wrap(old_table), wrap(new_table...
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def grind_hash_for_weapon(hashcode): """ Grinds the given hashcode for a weapon to draw on the pixelmap. Utilizes the second six characters from the hashcode.""" weaponlist = init_weapon_list() # The second six characters of the hash # control the weapon decision. weapon_control = hashcode[...
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def format_string(m, l, capture, is_bytes): """Perform a string format.""" for fmt_type, value in capture[1:]: if fmt_type == FMT_ATTR: # Attribute l = getattr(l, value) elif fmt_type == FMT_INDEX: # Index l = l[value] elif fmt_type == FMT...
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def to_xdr_object(self): """Creates an XDR Operation object that represents this :class:`CreateAccount`. """ destination = account_xdr_object(self.destination) create_account_op = Xdr.types.CreateAccountOp( destination, Operation.to_xdr_amount(self.starting_balance)...
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def _input_as_lines(self,data): """Writes data to tempfile and sets -infile parameter data -- list of lines, ready to be written to file """ if data: self.Parameters['--in']\ .on(super(Clearcut,self)._input_as_lines(data)) return ''
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def _update_file(self, seek_to_end=True): """Open the file for tailing""" try: self.close() self._file = self.open() except IOError: pass else: if not self._file: return self.active = True try: ...
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def close(self): """Close a port on dummy_serial.""" if VERBOSE: _print_out('\nDummy_serial: Closing port\n') if not self._isOpen: raise IOError('Dummy_serial: The port is already closed') self._isOpen = False self.port = None
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def compose(self, bbox=None, **kwargs): """ Compose the artboard. See :py:func:`~psd_tools.compose` for available extra arguments. :param bbox: Viewport tuple (left, top, right, bottom). :return: :py:class:`PIL.Image`, or `None` if there is no pixel. """ from ps...
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def patch_namespaced_stateful_set_scale(self, name, namespace, body, **kwargs): # noqa: E501 """patch_namespaced_stateful_set_scale # noqa: E501 partially update scale of the specified StatefulSet # noqa: E501 This method makes a synchronous HTTP request by default. To make an asynch...
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def dict2resource(raw, top=None, options=None, session=None): """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``...
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def save(self): """Update the configuration file on disk with the current contents of self.contents. Previous contents are overwritten. """ try: with open(self.path, "w") as f: f.writelines(self.contents) except IOError as e: raise Interna...
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def _isValidTrigger(block, ch): """check if the trigger characters are in the right context, otherwise running the indenter might be annoying to the user """ if ch == "" or ch == "\n": return True # Explicit align or new line match = rxUnindent.match(block.text()) ...
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def queue(self): """ Get a queue of notifications Use it with Python with """ queue = NotificationQueue() self._listeners.add(queue) yield queue self._listeners.remove(queue)
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def addMPCandHumanWealth(self,solution): ''' Take a solution and add human wealth and the bounding MPCs to it. Parameters ---------- solution : ConsumerSolution The solution to this period's consumption-saving problem. Returns: ---------- sol...
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def is_directory(value, **kwargs): """Indicate whether ``value`` is a directory that exists on the local filesystem. :param value: The value to evaluate. :returns: ``True`` if ``value`` is valid, ``False`` if it is not. :rtype: :class:`bool <python:bool>` :raises SyntaxError: if ``kwargs`` contai...
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def create_extraction_file(bim_filename, out_prefix): """Creates an extraction file (keeping only markers on autosomes). :param bim_filename: the name of the BIM file. :param out_prefix: the prefix for the output file. :type bim_filename: str :type out_prefix: str """ o_file = None tr...
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def decode_chain_list(in_bytes): """Convert a list of bytes to a list of strings. Each string is of length mmtf.CHAIN_LEN :param in_bytes: the input bytes :return the decoded list of strings""" bstrings = numpy.frombuffer(in_bytes, numpy.dtype('S' + str(mmtf.utils.constants.CHAIN_LEN))) return [s.d...
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def build_parser_for_fileobject_and_desiredtype(self, obj_on_filesystem: PersistedObject, object_type: Type[T], logger: Logger = None) -> Parser: """ Returns the most appropriate parser to use to parse object obj_on_filesystem as an object of type obje...
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def top(num_processes=5, interval=3): ''' Return a list of top CPU consuming processes during the interval. num_processes = return the top N CPU consuming processes interval = the number of seconds to sample CPU usage over CLI Examples: .. code-block:: bash salt '*' ps.top sa...
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def columbus_day(year, country='usa'): '''in USA: 2nd Monday in Oct Elsewhere: Oct 12''' if country == 'usa': return nth_day_of_month(2, MON, OCT, year) else: return (year, OCT, 12)
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def load_dialect_impl(self, dialect): # type: (DefaultDialect) -> TypeEngine """Select impl by dialect.""" if self.__use_json(dialect): return dialect.type_descriptor(self.__json_type) return dialect.type_descriptor(sqlalchemy.UnicodeText)
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def AddLogFileOptions(self, argument_group): """Adds the log file option to the argument group. Args: argument_group (argparse._ArgumentGroup): argparse argument group. """ argument_group.add_argument( '--logfile', '--log_file', '--log-file', action='store', metavar='FILENAME', de...
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def gaussian1d_moments(data, mask=None): """ Estimate 1D Gaussian parameters from the moments of 1D data. This function can be useful for providing initial parameter values when fitting a 1D Gaussian to the ``data``. Parameters ---------- data : array_like (1D) The 1D array. m...
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def plot_gaussian_2D(mu, lmbda, color='b', centermarker=True,label='',alpha=1.,ax=None,artists=None): ''' Plots mean and cov ellipsoid into current axes. Must be 2D. lmbda is a covariance matrix. ''' assert len(mu) == 2 ax = ax if ax else plt.gca() # TODO use artists! t = np.hstack([np.ara...
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def eagerload_includes(self, query, qs): """Use eagerload feature of sqlalchemy to optimize data retrieval for include querystring parameter :param Query query: sqlalchemy queryset :param QueryStringManager qs: a querystring manager to retrieve information from url :return Query: the qu...
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def pad_repeat_border(data, padwidth): """ Similar to `pad`, except the border value from ``data`` is used to pad. Parameters ---------- data : ndarray Numpy array of any dimension and type. padwidth : int or tuple If int, it will pad using this amount at the beginning and end o...
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def sort_dictionary_list(dict_list, sort_key): """ sorts a list of dictionaries based on the value of the sort_key dict_list - a list of dictionaries sort_key - a string that identifies the key to sort the dictionaries with. Test sorting a list of dictionaries: >>> sort_dictionary_list([{...
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def _atomicModification(func): """Decorator Make document modification atomic """ def wrapper(*args, **kwargs): self = args[0] with self._qpart: func(*args, **kwargs) return wrapper
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def stop_NoteContainer(self, nc, channel=1): """Stop playing the notes in NoteContainer nc.""" self.notify_listeners(self.MSG_PLAY_NC, {'notes': nc, 'channel': channel}) if nc is None: return True for note in nc: if not self.stop_Note(note, channel): ...
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def less_naive(gold_schemes): """find 'less naive' baseline (most common scheme of a given length in subcorpus)""" best_schemes = defaultdict(lambda: defaultdict(int)) for g in gold_schemes: best_schemes[len(g)][tuple(g)] += 1 for i in best_schemes: best_schemes[i] = tuple(max(best_sche...
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def update_metadata_queue(self, agent: BaseAgent): """ Adds a new instance of AgentMetadata into the `agent_metadata_queue` using `agent` data. :param agent: An instance of an agent. """ pids = {os.getpid(), *agent.get_extra_pids()} helper_process_request = agent.get_hel...
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def end(self): """End access to the SD interface and close the HDF file. Args:: no argument Returns:: None The instance should not be used afterwards. The 'end()' method is implicitly called when the SD instance is deleted. C library ...
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def getPythonVarName(name): """Get the python variable name """ return SUB_REGEX.sub('', name.replace('+', '_').replace('-', '_').replace('.', '_').replace(' ', '').replace('/', '_')).upper()
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def bury(self, priority=None): """Bury this job.""" if self.reserved: self.conn.bury(self.jid, priority or self._priority()) self.reserved = False
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def get_consensus_at(self, block_id): """ Get the consensus hash at a given block. Return the consensus hash if we have one for this block. Return None if we don't """ query = 'SELECT consensus_hash FROM snapshots WHERE block_id = ?;' args = (block_id,) c...
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def generate_code_challenge(verifier): """ source: https://github.com/openstack/deb-python-oauth2client Creates a 'code_challenge' as described in section 4.2 of RFC 7636 by taking the sha256 hash of the verifier and then urlsafe base64-encoding it. Args: verifier: bytestring, representi...
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def encode_sentence(obj): """Encode a single sentence.""" warnings.warn("deprecated. Please use bioc.biocxml.encoder.encode_sentence", DeprecationWarning) return bioc.biocxml.encoder.encode_sentence(obj)
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def read_raster_no_crs(input_file, indexes=None, gdal_opts=None): """ Wrapper function around rasterio.open().read(). Parameters ---------- input_file : str Path to file indexes : int or list Band index or list of band indexes to be read. Returns ------- MaskedArray...
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def get_privkey(self, address: AddressHex, password: str) -> PrivateKey: """Find the keystore file for an account, unlock it and get the private key Args: address: The Ethereum address for which to find the keyfile in the system password: Mostly for testing purposes. A password ...
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def native(self): """ The native Python datatype representation of this value :return: An integer or None """ if self.contents is None: return None if self._native is None: self._native = self.__int__() if self._map is no...
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def get_remainder_set(self, j): """Return the set of children with indices less than j of all ancestors of j. The set C from (arXiv:1701.07072). :param int j: fermionic site index :return: children of j-ancestors, with indices less than j :rtype: list(FenwickNode) """ ...
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def parse_expression(val, acceptable_types, name=None, raise_type=ValueError): """Attempts to parse the given `val` as a python expression of the specified `acceptable_types`. :param string val: A string containing a python expression. :param acceptable_types: The acceptable types of the parsed object. :type a...
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def _eval_wrapper(self, fit_key, q, chiA, chiB, **kwargs): """Evaluates the surfinBH7dq2 model. """ chiA = np.array(chiA) chiB = np.array(chiB) # Warn/Exit if extrapolating allow_extrap = kwargs.pop('allow_extrap', False) self._check_param_limits(q, chiA, chiB, a...
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def random_string(length=8, charset=None): ''' Generates a string with random characters. If no charset is specified, only letters and digits are used. Args: length (int) length of the returned string charset (string) list of characters to choose from Returns: (str) with ran...
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def subscribe_sns_topic_to_sqs(self, region): """Subscribe SQS to the SNS topic. Returns the ARN of the SNS Topic subscribed Args: region (`str`): Name of the AWS region Returns: `str` """ sns = self.session.resource('sns', region_name=region) to...
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def maskQuality(self, umi, umi_quals): '''mask low quality bases and return masked umi''' masked_umi = mask_umi(umi, umi_quals, self.quality_encoding, self.quality_filter_mask) if masked_umi != umi: self.read_counts['UMI mas...
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def tree(self): """Tree with branch lengths in codon substitutions per site. The tree is a `Bio.Phylo.BaseTree.Tree` object. This is the current tree after whatever optimizations have been performed so far. """ bs = self.model.branchScale for node in self._tree....
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def PCO_protocol_dispatcher(s): """Choose the correct PCO element.""" proto_num = orb(s[0]) * 256 + orb(s[1]) cls = PCO_PROTOCOL_CLASSES.get(proto_num, Raw) return cls(s)
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def append_line(filename, **line): """Safely (i.e. with locking) append a line to the given file, serialized as JSON. """ global lock data = json.dumps(line, separators=(',', ':')) + '\n' with lock: with file(filename, 'a') as fp: fp.seek(0, SEEK_END) fp.write(da...
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def prt_results(self, goea_results): """Print GOEA results to the screen or to a file.""" # objaart = self.prepgrp.get_objaart(goea_results) if self.prepgrp is not None else None if self.args.outfile is None: self._prt_results(goea_results) else: # Users can print...
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def preprocess_incoming_content(content, encrypt_func, max_size_bytes): """ Apply preprocessing steps to file/notebook content that we're going to write to the database. Applies ``encrypt_func`` to ``content`` and checks that the result is smaller than ``max_size_bytes``. """ encrypted = en...
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def delete(self, request, *args, **kwargs): """Delete auth token when `delete` request was issued.""" # Logic repeated from DRF because one cannot easily reuse it auth = get_authorization_header(request).split() if not auth or auth[0].lower() != b'token': return response.Res...
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def _confirm_pos(self, pos): """look up widget for pos and default to None""" candidate = None if self._get_node(self._treelist, pos) is not None: candidate = pos return candidate
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async def _quit(self): """Quits the bot.""" await self.bot.responses.failure(message="Bot shutting down") await self.bot.logout()
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def setOverlayAlpha(self, ulOverlayHandle, fAlpha): """Sets the alpha of the overlay quad. Use 1.0 for 100 percent opacity to 0.0 for 0 percent opacity.""" fn = self.function_table.setOverlayAlpha result = fn(ulOverlayHandle, fAlpha) return result
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def publish(self, topic="/controller", qos=0, payload=None): """ publish(self, topic, payload=None, qos=0, retain=False) Returns a tuple (result, mid), where result is MQTT_ERR_SUCCESS to indicate success or MQTT_ERR_NO_CONN if the client is not currently connected. mid is the m...
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def runSearchFeatures(self, request): """ Returns a SearchFeaturesResponse for the specified SearchFeaturesRequest object. :param request: JSON string representing searchFeaturesRequest :return: JSON string representing searchFeatureResponse """ return self.runSe...
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def random_string(length): """ Return a pseudo-random string of specified length. """ valid_chars = string_ascii_letters + string_digits return ''.join(random.choice(valid_chars) for i in range(length))
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def _cancel_send_messages(self, d): """Cancel a `send_messages` request First check if the request is in a waiting batch, of so, great, remove it from the batch. If it's not found, we errback() the deferred and the downstream processing steps take care of aborting further process...
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def convert_padding(builder, layer, input_names, output_names, keras_layer): """ Convert padding layer from keras to coreml. Keras only supports zero padding at this time. Parameters ---------- keras_layer: layer A keras layer object. builder: NeuralNetworkBuilder A neural n...
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def revcomp(sequence): "returns reverse complement of a string" sequence = sequence[::-1].strip()\ .replace("A", "t")\ .replace("T", "a")\ .replace("C", "g")\ .replace("G", "c").upper() return...
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def filter(args): """ %prog filter gffile > filtered.gff Filter the gff file based on criteria below: (1) feature attribute values: [Identity, Coverage]. You can get this type of gff by using gmap $ gmap -f 2 .... (2) Total bp length of child features """ p = OptionParser(filter.__...
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def aside_view_declaration(self, view_name): """ Find and return a function object if one is an aside_view for the given view_name Aside methods declare their view provision via @XBlockAside.aside_for(view_name) This function finds those declarations for a block. Arguments: ...
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def ls(dataset_uri): """ List the overlays in the dataset. """ dataset = dtoolcore.DataSet.from_uri(dataset_uri) for overlay_name in dataset.list_overlay_names(): click.secho(overlay_name)
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def get_shape(self, ds_id, ds_info): """Return data array shape for item specified. """ var_path = ds_info.get('file_key', '{}'.format(ds_id.name)) if var_path + '/shape' not in self: # loading a scalar value shape = 1 else: shape = self[var_pa...
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def _get(self, end_point, params=None, **kwargs): """Send a HTTP GET request to a Todoist API end-point. :param end_point: The Todoist API end-point. :type end_point: str :param params: The required request parameters. :type params: dict :param kwargs: Any optional param...
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def categorize_by_attr(self, attribute): ''' Function to categorize a FileList by a File object attribute (eg. 'segment', 'ifo', 'description'). Parameters ----------- attribute : string File object attribute to categorize FileList Returns ---...
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def _make_input(self, action, old_quat): """ Helper function that returns a dictionary with keys dpos, rotation from a raw input array. The first three elements are taken to be displacement in position, and a quaternion indicating the change in rotation with respect to @old_quat. ...
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def _create_select_window_handler(self, window): " Return a mouse handler that selects the given window when clicking. " def handler(mouse_event): if mouse_event.event_type == MouseEventType.MOUSE_DOWN: self.pymux.arrangement.set_active_window(window) self.pym...
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def service(self, service): """ Sets the service of this TrustedCertificateInternalResp. Service name where the certificate is to be used. :param service: The service of this TrustedCertificateInternalResp. :type: str """ if service is None: raise Val...
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def get_stp_mst_detail_output_msti_port_auto_edge(self, **kwargs): """Auto Generated Code """ config = ET.Element("config") get_stp_mst_detail = ET.Element("get_stp_mst_detail") config = get_stp_mst_detail output = ET.SubElement(get_stp_mst_detail, "output") msti ...
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def kp_pan_set(self, viewer, event, data_x, data_y, msg=True): """Sets the pan position under the cursor.""" if self.canpan: self._panset(viewer, data_x, data_y, msg=msg) return True
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def com_google_fonts_check_metadata_match_name_familyname(family_metadata, font_metadata): """METADATA.pb: Check font name is the same as family name.""" if font_metadata.name != family_metadata.name: yield FAIL, ("METADATA.pb: {}: Family name \"{}\"" " does not match" " font n...
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def getCountry(self, default=None): """Return the Country from the Physical or Postal Address """ physical_address = self.getPhysicalAddress().get("country", default) postal_address = self.getPostalAddress().get("country", default) return physical_address or postal_address
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def _read_hdr_file(ktlx_file): """Reads header of one KTLX file. Parameters ---------- ktlx_file : Path name of one of the ktlx files inside the directory (absolute path) Returns ------- dict dict with information about the file Notes ----- p.3: says long, but ...
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def urlparse(url, scheme='', allow_fragments=True): """Parse a URL into 6 components: <scheme>://<netloc>/<path>;<params>?<query>#<fragment> Return a 6-tuple: (scheme, netloc, path, params, query, fragment). Note that we don't break the components up in smaller bits (e.g. netloc is a single string) ...
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def _get_url(url): """Retrieve requested URL""" try: data = HTTP_SESSION.get(url, stream=True) data.raise_for_status() except requests.exceptions.RequestException as exc: raise FetcherException(exc) return data
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def _contentful_user_agent(self): """ Sets the X-Contentful-User-Agent header. """ header = {} from . import __version__ header['sdk'] = { 'name': 'contentful-management.py', 'version': __version__ } header['app'] = { 'n...
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def launch_shell(username, hostname, password, port=22): """ Launches an ssh shell """ if not username or not hostname or not password: return False with tempfile.NamedTemporaryFile() as tmpFile: os.system(sshCmdLine.format(password, tmpFile.name, username, hostname, ...
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def _ensure_array_list(arrays): """Ensures that every element in a list is an instance of a numpy array.""" # Note: the isinstance test is needed below so that instances of FieldArray # are not converted to numpy arrays return [numpy.array(arr, ndmin=1) if not isinstance(arr, numpy.ndarray) ...
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def characters(self, numberOfCharacters): """Returns characters at index + number of characters""" return self.code[self.index:self.index + numberOfCharacters]
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def search_all(self): '''a "show all" search that doesn't require a query''' # This should be your apis url for a search url = '...' # paginte get is what it sounds like, and what you want for multiple # pages of results results = self._paginate_get(url) if len(results) == 0: b...
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def _filterByPaddingNum(cls, iterable, num): """ Yield only path elements from iterable which have a frame padding that matches the given target padding number Args: iterable (collections.Iterable): num (int): Yields: str: """ ...
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def _parser_options(): """Parses the options and arguments from the command line.""" #We have two options: get some of the details from the config file, import argparse from acorn import base pdescr = "ACORN setup and custom configuration" parser = argparse.ArgumentParser(parents=[base.bparser],...
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def params(self, **kwargs): """ Specify query params to be used when executing the search. All the keyword arguments will override the current values. See https://elasticsearch-py.readthedocs.io/en/master/api.html#elasticsearch.Elasticsearch.search for all available parameters. ...
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def setup_service(api_name, api_version, credentials=None): """Configures genomics API client. Args: api_name: Name of the Google API (for example: "genomics") api_version: Version of the API (for example: "v2alpha1") credentials: Credentials to be used for the gcloud API calls. Returns: A confi...
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def visible_devices(self): """Unify all visible devices across all connected adapters Returns: dict: A dictionary mapping UUIDs to device information dictionaries """ devs = {} for device_id, adapters in self._devices.items(): dev = None max...
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def query(self, query='', name='', sortlist='', columns='', limit=0, offset=0, style='Python'): """Query the table and return the result as a reference table. This method queries the table. It forms a `TaQL <../../doc/199.html>`_ command from the given arguments and execut...
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