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Finds the category that best matches the input pattern. Returns the winning category index as well as a distribution over all categories. :param inputPattern: (list or array) The pattern to be classified. This must be a dense representation of the array (e.g. [0, 0, 1, 1, 0, 1]). :param computeSco...
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Get all values for a header. This returns a list of values for headers given more than once; each value in the result list is stripped in the same way as the result of getheader(). If the header is not given, return an empty list.
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Find all intersection points between the line string and `other`. Parameters ---------- other : tuple of number or list of tuple of number or \ list of LineString or LineString The other geometry to use during intersection tests. Returns ------- ...
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Convert the python value for storage in the database.
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Calculates string edit distance between string 1 and string 2. Deletion, insertion, substitution, and transposition all increase edit distance.
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Print a message only if DEBUG is truthy.
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Delete entity from datastore. Attempts to delete using the key_name stored on the object, whether or not the given key is in the datastore.
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Submit a registration form. [client only] :Parameters: - `form`: the filled-in form. When form is `None` or its type is "cancel" the registration is to be canceled. :Types: - `form`: `pyxmpp.jabber.dataforms.Form`
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Initiate starttls handshake over the socket.
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Serializes model using capnproto and writes data to ``checkpointDir``
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r'''This function handles the calculation of a mixture's acentric factor. Calculation is based on the omegas provided for each pure component. Will automatically select a method to use if no Method is provided; returns None if insufficient data is available. Examples -------- >>> omega_mixture(...
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Add a handler object. :Parameters: - `handler`: the object providing event handler methods :Types: - `handler`: `EventHandler`
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Initializes the bot, plugins, and everything.
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r'''Method to obtain a derivative of a property with respect to temperature, of a given order. Methods found valid by `select_valid_methods` are attempted until a method succeeds. If no methods are valid and succeed, None is returned. Calls `calculate_derivative` internally to perfor...
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Show usage and available palettes.
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Using the windows cmd shell to get information about a directory
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determines UCI interface "proto" option
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Star an XMPP session and send a message, then exit. :Parameters: - `source_jid`: sender JID - `password`: sender password - `target_jid`: recipient JID - `body`: message body - `subject`: message subject - `message_type`: message type - `message_thread`: mess...
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Find all section names and return a list with their names.
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Copy stream to buffer
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Send a message to this actor. Asynchronous fire-and-forget. :param message: The message to send. :type message: Any :param sender: The sender of the message. If provided it will be made available to the receiving actor via the :attr:`Actor.sender` attribute. :type sender: :...
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '5']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'natural_keys'}; {'id': '3', 'type': 'parameters', 'children': ['4']}; {'id': '4', 'type': 'identifier', 'children': [], 'value': 'text...
Sort list of string with number in human order. Examples ---------- >>> l = ['im1.jpg', 'im31.jpg', 'im11.jpg', 'im21.jpg', 'im03.jpg', 'im05.jpg'] >>> l.sort(key=tl.files.natural_keys) ['im1.jpg', 'im03.jpg', 'im05', 'im11.jpg', 'im21.jpg', 'im31.jpg'] >>> l.sort() # that is what we dont want ...
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Create a URL from a list of path segments and an optional dict of query parameters.
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much faster implementation for aligning chunks
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Return the appropriate integer value. If a non-integer is provided, attempt a name-based lookup and return the primary key.
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Check if `self` is valid roster set item. For use on server to validate incoming roster sets. Valid item must have proper `subscription` value other and valid value for 'ask'. The lengths of name and group names must fit the configured limits. :Parameters: - `fix`:...
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Parses cobra annotations from a given SBase object. Annotations are dictionaries with the providers as keys. Parameters ---------- sbase : libsbml.SBase SBase from which the SBML annotations are read Returns ------- dict (annotation dictionary) FIXME: annotation format must b...
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Check if the cancelation flag has been set for this model in the Model DB
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Read configuration file options into a dictionary.
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The pipe greps the data passed from previous generator according to given regular expression. :param prev: The previous iterator of pipe. :type prev: Pipe :param pattern: The pattern which used to filter out data. :type pattern: str|unicode|re pattern object :param inv: If true, invert the matc...
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Performs sanitation of the path after validating :param path: path to sanitize :return: path :raises: - InvalidPath if the path doesn't start with a slash
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Get the event following another event in this conversation. Args: event_id (str): ID of the event. prev (bool): If ``True``, return the previous event rather than the next event. Defaults to ``False``. Raises: KeyError: If no such :class:`.Conversati...
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Read program documentation from a DocParser compatible file. docsfiles is a list of paths to potential docsfiles: parse if present. A string is taken as a list of one item.
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Convert a JSON representation into Struct message.
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Removes all nodes with less or equal links than depth.
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Metric for number of predicted => active cells per column for each sequence @return (Metric) metric
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Checks for a C-style cast by looking for the pattern. Args: filename: The name of the current file. clean_lines: A CleansedLines instance containing the file. linenum: The number of the line to check. cast_type: The string for the C++ cast to recommend. This is either reinterpret_cast, static_...
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Constructor for Decree binary analysis. :param str path: Path to binary to analyze :param str concrete_start: Concrete stdin to use before symbolic input :param kwargs: Forwarded to the Manticore constructor :return: Manticore instance, initialized with a Decree State :rtype: Ma...
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Returns a dict of termination statistics Parameters ---------- get_cos : Bool, optional Whether or not to calcualte the cosine of the residuals with the tangent plane of the model using the current J. The calculation may take some time. Defaul...
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Adds a value over a range of rows. Args: reader: A FileRecordStream object with input data. writer: A FileRecordStream object to write output data to. column: The column of data to modify. start: The first row in the range to modify. end: The last row in the range to modify. value: The value ...
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Add pFBA objective Add objective to minimize the summed flux of all reactions to the current objective. See Also ------- pfba Parameters ---------- model : cobra.Model The model to add the objective to objective : An objective to set in combination with the pFBA ob...
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Returns a subset of the keys that match any of the given patterns :param patterns: (list) regular expressions to match :param keys: (list) keys to search for matches
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Draw an arrow. Arrows can be two types: NORMAL or FORTYFIVE. :param x: top left x-coordinate :param y: top left y-coordinate :param width: width of arrow :param type: NORMAL or FORTYFIVE :draw: If True draws arrow immediately :return: Path object representing...
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id or slug
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Find min and max values of every feature. Parameters ---------- X : {array-like, sparse matrix}, shape (n_samples, n_features) The training input samples. y : Ignored not used, present for API consistency by convention. Returns ------- se...
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Initialize the underlying map options.
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Bot must be set before running
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Round to multiple of any number.
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Reads the temple YAML configuration file in the repository
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Will add a list of metabolites to the model object and add new constraints accordingly. The change is reverted upon exit when using the model as a context. Parameters ---------- metabolite_list : A list of `cobra.core.Metabolite` objects
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Convert path to a URL that can be passed to XML responses. Byte string, UTF-8 encoded, quoted. See http://www.webdav.org/specs/rfc4918.html#rfc.section.8.3 We are using the path-absolute option. i.e. starting with '/'. URI ; See section 3.2.1 of [RFC2068]
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Adds partition id for pattern index
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Needs to be its own method so it can be called from both wantClass and registerGoodClass.
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Helper to raise an AssertionError, and optionally prepend custom description.
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Rule='string'
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r"""Evaluate a chirp signal at time t. A chirp signal is a frequency swept cosine wave. .. math:: a = \pi (f_1 - f_0) / t_1 .. math:: b = 2 \pi f_0 .. math:: y = \cos\left( \pi\frac{f_1-f_0}{t_1} t^2 + 2\pi f_0 t + \rm{phase} \right) :param array t: times at which to evaluate the chirp signal...
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Get information about a specific customer. :param store_id: The store id. :type store_id: :py:class:`str` :param customer_id: The id for the customer of a store. :type customer_id: :py:class:`str` :param queryparams: The query string parameters queryparams['fields'] = []...
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Get the CR Constants Parameters ---------- \*\*keys: Optional[list] = None Filter which keys should be included in the response \*\*exclude: Optional[list] = None Filter which keys should be excluded from the response \*\*timeout: ...
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Parse and validate arguments for send_course_enrollments command. Arguments: *args: Positional arguments passed to the command **options: optional arguments passed to the command Returns: A tuple containing parsed values for 1. days (int): Integer showin...
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Sets the document data license. Raises value error if malformed value, CardinalityError if already defined.
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Given path to processed BEST dataset, train CNN model for words beginning alongside with character label encoder and character type label encoder Input ===== best_processed_path: str, path to processed BEST dataset weight_path: str, path to weight path file verbose: int, verbost option for ...
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Adds a single file in tarfile instance. :param tar: tarfile instance :param name: string representing filename or path :param contents: string representing file contents :param mode: string representing file mode, defaults to 644 :returns: None
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Run the mongod process.
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Presenter to force yaml.dump to use multi-line string style.
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This allows to set a config that will be used when calling ``shared_blockchain_instance`` and allows to define the configuration without requiring to actually create an instance
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Initializer for Sphinx extension API. See http://www.sphinx-doc.org/en/stable/extdev/index.html#dev-extensions.
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Converts a category number into a list of labels
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Resizes the layer to the given width and height. When width w or height h is a floating-point number, scales percentual, otherwise scales to the given size in pixels.
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Construct a validation schema for arrays of a given namespace. Parameters ---------- ns_key : str Namespace key identifier Returns ------- schema : dict JSON schema of `namespace` observation arrays
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Return the RSSI signal strength in decibels.
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Do nothing and return the estimator unchanged This method is just there to implement the usual API and hence work in pipelines.
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Returns True if given node can be reached over traversable edges. To enforce edge direction, use a node==edge.node1 traversable.
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function that takes a dictionary mapping names to sequences, and a locus number, and writes it as a NEXUS file with a mrbayes analysis block.
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Return true if the IP address is in octal notation.
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Go through the env var map, transferring the values to this object as attributes. :raises: RuntimeError if a required env var isn't defined.
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Return TypingStatusMessage from hangouts_pb2.SetTypingNotification. The same status may be sent multiple times consecutively, and when a message is sent the typing status will not change to stopped.
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Build and return an ExtractedLicense or None. Note that this function adds the license to the document.
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u""" Write `text` to the file. Writes the text to the file, with a final line checksumming the contents. The entire file must be written with one `.write()` call. The last line is written with the `hashline` format string, which can be changed to accommodate different file syn...
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Starts the server. :param datacenter_id: The unique ID of the data center. :type datacenter_id: ``str`` :param server_id: The unique ID of the server. :type server_id: ``str``
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Chunk a text at the passage level :param text: Text object :type text: MyCapytains.resources.text.api :param getreffs: Callback function to retrieve text :type getreffs: function(level) :return: List of urn references with their human readable version :rtype: [(str, str)]
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Updates self.J, returns nothing
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Get the list of ``yum`` repositories. Returns enabled repositories by default. Extra *status* may be passed to list disabled repositories if necessary. Media and debug repositories are kept disabled, except if you pass *media*. :: import burlap # Install a package that may be includ...
{'id': '0', 'type': 'module', 'children': ['1']}; {'id': '1', 'type': 'function_definition', 'children': ['2', '3', '6']}; {'id': '2', 'type': 'function_name', 'children': [], 'value': 'invalidate_ip'}; {'id': '3', 'type': 'parameters', 'children': ['4', '5']}; {'id': '4', 'type': 'identifier', 'children': [], 'value':...
Invalidate httpBL cache for IP address :param ip: ipv4 IP address
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r'''Determines the phase of a one-species chemical system according to basic rules, using whatever information is available. Considers only the phases liquid, solid, and gas; does not consider two-phase scenarios, as should occurs between phase boundaries. * If the melting temperature is known and the ...
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Assign a LoadBalancer to a Droplet. Args: droplet_ids (obj:`list` of `int`): A list of Droplet IDs
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Converts XML tree to event generator
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Request a configuration form for the room. When the form is received `self.handler.configuration_form_received` will be called. When an error response is received then `self.handler.error` will be called. :return: id of the request stanza. :returntype: `unicode`
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Returns any descendants that have the given task spec assigned. :type task_spec: TaskSpec :param task_spec: The wanted task spec. :rtype: list(Task) :returns: The tasks objects that are attached to the given task spec.
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Autoset GPU parameters using CUDA_VISIBLE_DEVICES variables. Return default config if variable not set. :param set_var: Variable to set. Must be of type ConfigSettings
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Configure logger which dumps log on terminal :param level: logging level: info, warning, verbose... :type level: logging level :param logfile: log file name, default to None :type logfile: string :return: None :rtype: None
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Adds a model chooser definition to the registry.
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Determine the amount flow rates of all the compounds. :returns: List of amount flow rates. [kmol/h]
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Display menus and connect even signals.
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Openat SystemCall - Similar to open system call except dirfd argument when path contained in buf is relative, dirfd is referred to set the relative path Special value AT_FDCWD set for dirfd to set path relative to current directory :param dirfd: directory file descriptor to refer in case of rel...
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This returns previous day adjusted price data for whole market https://iexcloud.io/docs/api/#previous-day-prices Available after 4am ET Tue-Sat Args: symbol (string); Ticker to request token (string); Access token version (string); API version Returns: DataFrame: resul...
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Returns next available data record from the file. :returns: a data row (a list or tuple) if available; None, if no more records in the table (End of Stream - EOS); empty sequence (list or tuple) when timing out while waiting for the next record.
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Translates bytes into lines, and calls lineReceived. Copied from ``twisted.protocols.basic.LineOnlyReceiver`` but using str.splitlines() to split on ``\r\n``, ``\n``, and ``\r``.
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Resize an array to a new size by extracting a sub-set of the array. The extracted input coordinates use NumPy convention, such that the upper values should be specified as +1 the \ dimensions of the extracted array. In the example below, an array of size (5,5) is extracted using the coordinates y0=1, y1=4...
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used in bootstrap resampling without a map file
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Return a node representing spdx.checksum.