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def add_from_file(self, filename, handler_decorator=None): """ Wrapper around add() that reads the handlers from the file with the given name. The file is a Python script containing a list named 'commands' of tuples that map command names to handlers. :type filename: st...
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def get_login_credentials(args): """ Gets the login credentials from the user, if not specified while invoking the script. @param args: arguments provided to the script. """ if not args.username: args.username = raw_input("Enter Username: ") if not args.password: args.password = getpass.ge...
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def load_bookmarks_without_file(filename): """Load all bookmarks but those from a specific file.""" bookmarks = _load_all_bookmarks() return {k: v for k, v in bookmarks.items() if v[0] != filename}
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def handle(client_message, handle_event_imap_invalidation=None, handle_event_imap_batch_invalidation=None, to_object=None): """ Event handler """ message_type = client_message.get_message_type() if message_type == EVENT_IMAPINVALIDATION and handle_event_imap_invalidation is not None: key = None ...
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def add_flag_values(self, entry, flag): ''' Adds flag value to applicable compounds ''' if flag in self.flags: self.flags[flag].append(entry)
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def tuple_args(fn): """ args 파싱 유틸 function fun(p1, p2, ...pn, **kwargs) or fun([p1, p2, ..], **kwargs) ex) 샘플:: @tuple_arg def f(args, **kwargs): for d in args: print d f(1,2,3) => f([1,2,3]) :param function fn: :return: """ @wraps(...
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def Barr_1981(Re, eD): r'''Calculates Darcy friction factor using the method in Barr (1981) [2]_ as shown in [1]_. .. math:: \frac{1}{\sqrt{f_d}} = -2\log\left\{\frac{\epsilon}{3.7D} + \frac{4.518\log(\frac{Re}{7})}{Re\left[1+\frac{Re^{0.52}}{29} \left(\frac{\epsilon}{D}\right)^{0.7...
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def count_markers_samples(prefix, file_type): """Counts the number of markers and samples in plink file. :param prefix: the prefix of the files. :param file_type: the file type. :type prefix: str :type file_type: str :returns: the number of markers and samples (in a tuple). """ # The...
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def _fake_modifyinstance(self, namespace, **params): """ Implements a server responder for :meth:`~pywbem.WBEMConnection.CreateInstance` Modify a CIM instance in the local repository. Raises: CIMError: CIM_ERR_ALREADY_EXISTS, CIM_ERR_INVALID_CLASS """ ...
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def get_name_by_preorder( self, preorder_hash ): """ Given a name preorder hash, get the associated name record. (It may be expired or revoked) """ cur = self.db.cursor() return namedb_get_name_by_preorder_hash( cur, preorder_hash )
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def putstats(pfile, handle, statdicts): """ puts stats from pickles into a dictionary """ ## load in stats with open(pfile, 'r') as infile: filestats, samplestats = pickle.load(infile) ## get dicts from statdicts tuple perfile, fsamplehits, fbarhits, fmisses, fdbars = statdicts ## pul...
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def build_schema(self, fields): """ Build the schema from fields. :param fields: A list of fields in the index :returns: list of dictionaries Each dictionary has the keys field_name: The name of the field index type: what type of value it is 'multi_va...
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def convert_dense(builder, layer, input_names, output_names, keras_layer): """Convert a dense layer from keras to coreml. Parameters keras_layer: layer ---------- A keras layer object. builder: NeuralNetworkBuilder A neural network builder object. """ # Get input and output...
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def layer_permutation(self, layer_partition, layout, qubit_subset): """Find a swap circuit that implements a permutation for this layer. The goal is to swap qubits such that qubits in the same two-qubit gates are adjacent. Based on Sergey Bravyi's algorithm. The layer_partitio...
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def _EccZmaxRperiRap(self,*args,**kwargs): """ NAME: EccZmaxRperiRap (_EccZmaxRperiRap) PURPOSE: evaluate the eccentricity, maximum height above the plane, peri- and apocenter in the Staeckel approximation INPUT: Either: a) R,vR,vT,z,vz[,phi...
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def access_token(self): """ Retrieve and cache an access token to authenticate API calls. :return: An access token string. """ if self._cached_access_token is not None: return self._cached_access_token resp = self._request(endpoint='access_token', data={'grant...
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def load_coef(filename): """Loads a file that was saved with save_coef.""" with open(filename) as f: lines = f.readlines() lst = lines[0].split(',') nmax = int(lst[0]) mmax = int(lst[1]) L = (nmax + 1) + mmax * (2 * nmax - mmax + 1); vec = np.zeros(L, dt...
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def get_item_size(self, content): """ Get the max size (width and height) for the elements of a list of strings as a QLabel. """ strings = [] if content: for rich_text in content: label = QLabel(rich_text) label.setTextFormat(Qt...
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def _datastore_api(self): """Getter for a wrapped API object.""" if self._datastore_api_internal is None: if self._use_grpc: self._datastore_api_internal = make_datastore_api(self) else: self._datastore_api_internal = HTTPDatastoreAPI(self) ...
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def _compute_dynamic_properties(self, builder): """Update from the DatasetBuilder.""" # Fill other things by going over the dataset. splits = self.splits for split_info in utils.tqdm( splits.values(), desc="Computing statistics...", unit=" split"): try: split_name = split_info.name...
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def obfn_dfd(self): r"""Compute data fidelity term :math:`(1/2) \| D X B - S \|_2^2`. """ DXBf = sl.dot(self.B, sl.inner(self.Df, self.obfn_fvarf(), axis=self.cri.axisM), axis=self.cri.axisC) Ef = DXBf - self.Sf retur...
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def predict_y(self, xq, sigma=None, k=None, **kwargs): """Provide an prediction of xq in the output space @param xq an array of float of length dim_x """ sigma = sigma or self.sigma k = k or self.k dists, index = self.dataset.nn_x(xq, k = k) w = self._weights(di...
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def set_identifiers(self, data): """ Sets the identifier(s) within the instance data. The identifier name(s) is/are determined from the ``ResourceDetails`` instance hanging off the class itself. :param data: The value(s) to be set. :param data: dict """ ...
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def _to_bel_lines_footer(graph) -> Iterable[str]: """Iterate the lines of a BEL graph's corresponding BEL script's footer. :param pybel.BELGraph graph: A BEL graph """ unqualified_edges_to_serialize = [ (u, v, d) for u, v, d in graph.edges(data=True) if d[RELATION] in UNQUALIFIE...
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def origin_west_asia(origin): """\ Returns if the origin is located in Western Asia. Holds true for the following countries: * Armenia * Azerbaijan * Bahrain * Cyprus * Georgia * Iraq * Israel * Jordan * Kuwait * Lebanon ...
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def setAnimation(self,obj,animation,transition=None,force=False): """ Sets the animation to be used by the object. See :py:meth:`Actor.setAnimation()` for more information. """ self.ensureModelData(obj) data = obj._modeldata # Validity check ...
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def resolve_dependency_graph(self, target): """ resolves the build order for interdependent build targets Assumes no cyclic dependencies """ targets = self.deep_dependendants(target) # print "deep dependants:", targets return sorted(targets, cmp...
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def open(self, file_path): """ Open a SQLite database file. :param str file_path: SQLite database file path to open. """ from simplesqlite import SimpleSQLite if self.is_opened(): if self.stream.database_path == abspath(file_path): self._log...
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def verify(self): '''Verifies the message data based on rules and restrictions defined in the Postmark API docs. There can be no more than 20 recipients in total. NOTE: This does not check that your attachments total less than 10MB, you must do that yourself. ''' if self...
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def print_error(input, err, scanner): """This is a really dumb long function to print error messages nicely.""" p = err.pos # Figure out the line number line = input[:p].count('\n') print err.msg + " on line " + repr(line + 1) + ":" # Now try printing part of the line text = input[max(p - 80...
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def get_deep_focus(self, startfrom=None): """return the bottom most focussed widget of the widget tree""" if not startfrom: startfrom = self.current_buffer if 'get_focus' in dir(startfrom): focus = startfrom.get_focus() if isinstance(focus, tuple): ...
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def disable_dataset(self, dataset=None, **kwargs): """ Disable a 'dataset'. Datasets that are enabled will be computed during :meth:`run_compute` and included in the cost function during :meth:`run_fitting`. If compute is not provided, the dataset will be disabled across all ...
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def emulate(self, instruction): """ Emulate a single instruction. """ # The emulation might restart if Unicorn needs to bring in a memory map # or bring a value from Manticore state. while True: self.reset() # Establish Manticore state, potentia...
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def _force_disconnect_action(self, action): """Forcibly disconnect a device. Args: action (ConnectionAction): the action object describing what we are forcibly disconnecting """ conn_key = action.data['id'] if self._get_connection_state(conn_key) == ...
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def list_all_payments(cls, **kwargs): """List Payments Return a list of Payments This method makes a synchronous HTTP request by default. To make an asynchronous HTTP request, please pass async=True >>> thread = api.list_all_payments(async=True) >>> result = thread.get()...
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def write_summary(all_procs, summary_file): """ Write a summary of all run processes to summary_file in tab-delimited format. """ if not summary_file: return with summary_file: writer = csv.writer(summary_file, delimiter='\t', lineterminator='\n') writer.writerow(('direc...
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def export(self, **kwargs): """ Generate audio file from composition. :param str. filename: Output filename (no extension) :param str. filetype: Output file type (only .wav supported for now) :param integer samplerate: Sample rate of output audio :param integer channels:...
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def verify(self, data): r"""Does the given `data` hash to the digest in this `Multihash`? >>> import hashlib >>> data = b'foo' >>> hash = hashlib.sha1(data) >>> mh = Multihash.from_hash(hash) >>> mh.verify(data) True >>> mh.verify(b'foobar') False...
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def run(self, *args): """Remove unique identities or identities from the registry. By default, it removes the unique identity identified by <identifier>. To remove an identity, set <identity> parameter. """ params = self.parser.parse_args(args) identifier = params.ident...
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def integrate_converge(self, crit=1e-4, verbose=True): """Integrates the model until model states are converging. :param crit: exit criteria for difference of iterated solutions [default: 0.0001] :type crit: float :param bool verbos...
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def removeByIndex(self, index): """removes a user from the invitation list by position""" if index < len(self._invites) -1 and \ index >=0: self._invites.remove(index)
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def validate_header(fields, # type: Sequence[FieldSpec] column_names # type: Sequence[str] ): # type: (...) -> None """ Validate the `column_names` according to the specification in `fields`. :param fields: The `FieldSpec` objects forming the ...
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def CIC(M, K): """ A functional form implementation of a cascade of integrator comb (CIC) filters. Parameters ---------- M : Effective number of taps per section (typically the decimation factor). K : The number of CIC sections cascaded (larger K gives the filter a wider image rejection bandwid...
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def power_configuration(name, policy=None, delayType=None, delayValue=None): ''' Ensures that the power configuration is configured on the system. This is only available on some C-Series servers. .. versionadded:: 2019.2.0 name: The name of the module function to execute. policy(str): The act...
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def version_object_and_next(string, retries=0): # type: (str, int) -> VersionThing """ Try three parsing strategies, favoring semver, then pep440, then whatev. :param string: :return: """ if retries > 2: raise JiggleVersionException( "Can't parse, ran out of retries: " + uni...
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def _set_linecard(self, v, load=False): """ Setter method for linecard, mapped from YANG variable /global_lc_holder/linecard (container) If this variable is read-only (config: false) in the source YANG file, then _set_linecard is considered as a private method. Backends looking to populate this vari...
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def set_boolean(self, option, value): """Set a boolean option. Args: option (str): name of option. value (bool): value of the option. Raises: TypeError: Value must be a boolean. """ if not isinstance(value, bool): ...
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def output_file_name(self): """Name of the file where plugin's output should be written to.""" safe_path = re.sub(r":|/", "_", self.source_urn.Path().lstrip("/")) return "results_%s%s" % (safe_path, self.output_file_extension)
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def chunks(l, n): """Yield successive n-sized chunks from l.""" if n: for i in xrange(0, len(l), n): yield l[i:i + n]
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def fitNull(self, init_method='emp_cov'): """ fit null model """ self.null = self.mtSet1.fitNull(cache=False, factr=self.factr, init_method=init_method) self.null['NLL'] = self.null['NLL0'] self.mtSet2.null = copy.copy(self.null) return self.null
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def get_probability_grammar(self): """ A method that returns probability grammar """ # Creating valid word expression for probability, it is of the format # wor1 | var2 , var3 or var1 var2 var3 or simply var word_expr = Word(alphanums + '-' + '_') + Suppress(Optional("|")...
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def planner(self, *, resource=''): """ Get an instance to read information from Microsoft planner """ if not isinstance(self.protocol, MSGraphProtocol): # TODO: Custom protocol accessing OneDrive/Sharepoint Api fails here raise RuntimeError( 'planner api only wor...
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def modify_db_instance(DBInstanceIdentifier=None, AllocatedStorage=None, DBInstanceClass=None, DBSubnetGroupName=None, DBSecurityGroups=None, VpcSecurityGroupIds=None, ApplyImmediately=None, MasterUserPassword=None, DBParameterGroupName=None, BackupRetentionPeriod=None, PreferredBackupWindow=None, PreferredMaintenanceW...
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def timelines(fig, y, xstart, xstop, color='b'): """Plot timelines at y from xstart to xstop with given color.""" fig.hlines(y, xstart, xstop, color, lw=4) fig.vlines(xstart, y+0.03, y-0.03, color, lw=2) fig.vlines(xstop, y+0.03, y-0.03, color, lw=2)
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def decode_values(fct): ''' Decode base64 encoded responses from Consul storage ''' def inner(*args, **kwargs): ''' decorator ''' data = fct(*args, **kwargs) if 'error' not in data: for result in data: result['Value'] = base64.b64decode(result['Value']) ...
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def _write_bond_information(xml_file, structure, ref_distance, ref_energy): """Write the bonds in the system. Parameters ---------- xml_file : file object The file object of the hoomdxml file being written structure : parmed.Structure Parmed structure object ref_distance : float...
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def clear(self, domain=None, path=None, name=None): """Clear some cookies. Invoking this method without arguments will clear all cookies. If given a single argument, only cookies belonging to that domain will be removed. If given two arguments, cookies belonging to the specified ...
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def write(self): """ Writes the ``.sln`` file to disk. """ filters = { 'MSGUID': lambda x: ('{%s}' % x).upper(), 'relslnfile': lambda x: os.path.relpath(x, os.path.dirname(self.FileName)) } context = { 'sln': self } retu...
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def delete_ptr_records(self, device, ip_address=None): """ Deletes the PTR records for the specified device. If 'ip_address' is supplied, only the PTR records with that IP address will be deleted. """ device_type = self._resolve_device_type(device) href, svc_name = self._...
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def _convert_ftp_time_to_iso(ftp_time): """ Convert datetime in the format 20160705042714 to a datetime object :return: datetime object """ date_time = datetime( int(ftp_time[:4]), int(ftp_time[4:6]), int(ftp_time[6:8]), int(ftp_time[8:10]), int(ftp_time[...
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def load(fnames, tag=None, sat_id=None, obs_long=0., obs_lat=0., obs_alt=0., TLE1=None, TLE2=None): """ Returns data and metadata in the format required by pysat. Finds position of satellite in both ECI and ECEF co-ordinates. Routine is directl...
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def update(self): """Monolithic update method. This method calls the following methods with the dynamic loss scaling. 1. solver.zerograd 2. feed data 3. loss.forward 4. loss.backward 5. comm.all_reduce (if it is specified) 6. solver.update """ ...
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def lp_tri(f, fb): """ Triangle spectral shape function used by :func:`lp_samp`. Parameters ---------- f : ndarray containing frequency samples fb : the bandwidth as a float constant Returns ------- x : ndarray of spectrum samples for a single triangle shape Notes ----...
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def ensure_node(self, tokens: ParseResults) -> BaseEntity: """Turn parsed tokens into canonical node name and makes sure its in the graph.""" if MODIFIER in tokens: return self.ensure_node(tokens[TARGET]) node = parse_result_to_dsl(tokens) self.graph.add_node_from_data(node)...
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def print_details(self): """Print torrent details""" print("Title:", self.title) print("Category:", self.category) print("Page: ", self.page) print("Size: ", self.size) print("Files: ", self.files) print("Age: ", self.age) print("Seeds:", self.seeders) print("Leechers: ", self.leechers) print("Magne...
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def connect(self, server): "Connects to a server and return a connection id." if 'connections' not in session: session['connections'] = {} session.save() conns = session['connections'] id = str(len(conns)) conn = Connection(server) conns[...
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def cli(): """ Usage: sugartex [OPTIONS] [TO] Reads from stdin and writes to stdout. Can have single argument/option only. When no args or the arg is not from options then run Pandoc SugarTeX filter that iterates over math blocks. Options: --kiwi Same as above but with kiwi flavo...
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def comment_thread(cls, backend, *args, **kwargs): """Create a comment thread for the desired backend. :arg backend: String name of backend (e.g., 'file', 'github', 'redis', etc.). :arg *args, **kwargs: Arguments to be passed to contructor ...
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def identification_field_factory(label, error_required): """ A simple identification field factory which enable you to set the label. :param label: String containing the label for this field. :param error_required: String containing the error message if the field is left empty. ""...
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def getBinary(self): """Returns the binary message (so far) with typetags.""" address = OSCArgument(self.address)[1] typetags = OSCArgument(self.typetags)[1] return address + typetags + self.message
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def apmag_at_absmag(H, d, phi=1): """ Calculate the apparent magnitude of a TNO given its absolute magnitude H, for a given distance. :param H: TNO absolute magnitude (unitless) :param d: barycentric distance (AU) :param phi: phase angle (0-1, always v close to 1 for TNOs) :return: apparent mag...
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def stratified_split(self, test_frac=0.2, seed=-1): """ Construct a column that can be used to perform a random stratified split. :param float test_frac: The fraction of rows that will belong to the "test". :param int seed: The seed for the random number generator. :returns: an...
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def logout(self): """Log out of the account.""" self._master_token = None self._auth_token = None self._email = None self._android_id = None
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def set_bulk_size(size): """Set size limit on bulk execution. Bulk execution bundles many operators to run together. This can improve performance when running a lot of small operators sequentially. Parameters ---------- size : int Maximum number of operators that can be bundled in ...
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def supports_color(): """ Returns True if the running system's terminal supports color, and False otherwise. """ unsupported_platform = (sys.platform in ('win32', 'Pocket PC')) # isatty is not always implemented, #6223. is_a_tty = hasattr(sys.stdout, 'isatty') and sys.stdout.isatty() if ...
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def recreate_relationships(self, class_, attribute_name, key): ''' Recreates one-to-many relationship ''' iterable = self.record_keeper.foreign_to_many_foreign_map[key] for foreign_page_id, foreign_page_id_list in iteritems(iterable): # Assumption: local page has bee...
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def find_lib_path(): """Find MXNet dynamic library files. Returns ------- lib_path : list(string) List of all found path to the libraries. """ lib_from_env = os.environ.get('MXNET_LIBRARY_PATH') if lib_from_env: if os.path.isfile(lib_from_env): if not os.path.isa...
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def execute_no_results(self, sock_info, generator): """Execute all operations, returning no results (w=0). """ if self.uses_collation: raise ConfigurationError( 'Collation is unsupported for unacknowledged writes.') if self.uses_array_filters: rais...
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def variant_to_list(obj): """ Return a list containing the descriptors in the given object. The ``obj`` can be a list or a set of descriptor strings, or a Unicode string. If ``obj`` is a Unicode string, it will be split using spaces as delimiters. :param variant obj: the object to be parsed ...
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def _handle_zeros_in_scale(scale, copy=True): """ Makes sure that whenever scale is zero, we handle it correctly. This happens in most scalers when we have constant features. """ # if we are fitting on 1D arrays, scale might be a scalar if numpy.isscalar(scale): if scale == .0: ...
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def clips_value(self, dvalue): """Convert a Python type into CLIPS.""" try: return VALUES[type(dvalue)](self._env, dvalue) except KeyError: if isinstance(dvalue, (list, tuple)): return self.list_to_multifield(dvalue) if isinstance(dvalue, (clip...
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def __cost(self, params, phase, X): """Computes activation, cost function, and derivative.""" params = self.__roll(params) a = np.concatenate((np.ones((X.shape[0], 1)), X), axis=1) # This is a1 calculated_a = [a] # a1 is at index 0, a_n is at index n-1 calculated_z = [0] # There ...
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def _field_controller_generator(self): """ Generates the methods called by the injected controller """ # Local variable, to avoid messing with "self" stored_instance = self._ipopo_instance def get_value(self, name): # pylint: disable=W0613 """ ...
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def load(self, data): """ Load a single row of data and convert it into entities and relations. """ objs = {} for mapper in self.entities: objs[mapper.name] = mapper.load(self.loader, data) for mapper in self.relations: objs[mapper.name] = mapper.load(sel...
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def _parse_new_contract_args(*args, **kwargs): """Parse argument for new_contract() function.""" # No arguments if (not args) and (not kwargs): return [ { "name": "argument_invalid", "msg": "Argument `*[argument_name]*` is not valid", "type...
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def make_sa(): """ Factory to creates a SQLAlchemy queue store, pulling config values from the CoilMQ configuration. """ configuration = dict(config.items('coilmq')) engine = engine_from_config(configuration, 'qstore.sqlalchemy.') init_model(engine) store = SAQueue() return store
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def function_info(self, functionKey): """Returns processed information about the function's name and file.""" node_type = 'function' filename, line_number, function_name = functionKey if function_name == '<module>': modulePath, moduleName = osp.split(filename) ...
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def receive_ack_requesting(self, pkt): """Receive ACK in REQUESTING state.""" logger.debug("C3. Received ACK?, in REQUESTING state.") if self.process_received_ack(pkt): logger.debug("C3: T. Received ACK, in REQUESTING state, " "raise BOUND.") rais...
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def _construct_location_stack_entry(location, num_traverses): """Return a LocationStackEntry namedtuple with the specified parameters.""" if not isinstance(num_traverses, int) or num_traverses < 0: raise AssertionError(u'Attempted to create a LocationStackEntry namedtuple with an invalid ' ...
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def lrange(self, key, start, stop): """Emulate lrange.""" redis_list = self._get_list(key, 'LRANGE') start, stop = self._translate_range(len(redis_list), start, stop) return redis_list[start:stop + 1]
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def supports_py3(project_name): """Check with PyPI if a project supports Python 3.""" log = logging.getLogger("ciu") log.info("Checking {} ...".format(project_name)) request = requests.get("https://pypi.org/pypi/{}/json".format(project_name)) if request.status_code >= 400: log = logging.getL...
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def isosurface_from_data(data, isolevel, origin, spacing): """Small wrapper to get directly vertices and faces to feed into programs """ spacing = np.array(extent/resolution) if isolevel >= 0: triangles = marching_cubes(data, isolevel) else: # Wrong traingle unwinding roder -- god only knows...
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def aggregate(self): """ Aggregate all reports of the same type into a master report """ for report in self.reportset: printtime('Processing {}'.format(report.split('.')[0]), self.start) # Initialise the header for each report - MLST is different, as the header is...
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def parse(self, fo): """ Convert MEME output to motifs Parameters ---------- fo : file-like File object containing MEME output. Returns ------- motifs : list List of Motif instances. """ motifs = [] ...
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def snapshot(self) -> Tuple[Hash32, UUID]: """ Perform a full snapshot of the current state. Snapshots are a combination of the :attr:`~state_root` at the time of the snapshot and the id of the changeset from the journaled DB. """ return self.state_root, self._account_db...
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def _add_admin(self, app, **kwargs): """Add a Flask Admin interface to an application. :param flask.Flask app: A Flask application :param kwargs: Keyword arguments are passed through to :class:`flask_admin.Admin` :rtype: flask_admin.Admin """ from flask_admin import Admi...
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def seek(self, offset, whence=os.SEEK_SET): """Seek to position in stream, see file.seek""" pos = None if whence == os.SEEK_SET: pos = self.offset + offset elif whence == os.SEEK_CUR: pos = self.tell() + offset elif whence == os.SEEK_END: pos ...
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def poly(self, return_coeffs=False): """returns the quadratic as a Polynomial object.""" p = self.bpoints() coeffs = (p[0] - 2*p[1] + p[2], 2*(p[1] - p[0]), p[0]) if return_coeffs: return coeffs else: return np.poly1d(coeffs)
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def _element_charfix(self, element, charcount): """Updates the start and end attributes by charcount for the element.""" element.start += charcount element.docstart += charcount element.end += charcount element.docend += charcount
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def channeldir_node_to_row(self, path_tuple): """ Return a dict with keys corresponding to Content.csv columns. """ row = dict() for key in CONTENT_INFO_HEADER: row[key] = None row[CONTENT_PATH_KEY] = "/".join(path_tuple) # use / in .csv on Windows and UNIX ...
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