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def create_index(self, fields, no_term_offsets=False, no_field_flags=False, stopwords = None): """ Create the search index. The index must not already exist. ### Parameters: - **fields**: a list of TextField or NumericField objects - **no_term_offsets**: If...
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def extract_from_system(cert_callback=None, callback_only_on_failure=False): """ Extracts trusted CA certs from the system CA cert bundle :param cert_callback: A callback that is called once for each certificate in the trust store. It should accept two parameters: an asn1crypto.x509.Certifi...
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def get_tag_value(self, i): """Get the resource's tag value specifying its schedule.""" # Look for the tag, Normalize tag key and tag value found = False for t in i.get('Tags', ()): if t['Key'].lower() == self.tag_key: found = t['Value'] break ...
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def critical_path(graph): """ Compute and return the critical path in an acyclic directed weighted graph. @attention: This function is only meaningful for directed weighted acyclic graphs @type graph: digraph @param graph: Digraph @rtype: List @return: List containing all the...
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def set_tlsext_use_srtp(self, profiles): """ Enable support for negotiating SRTP keying material. :param bytes profiles: A colon delimited list of protection profile names, like ``b'SRTP_AES128_CM_SHA1_80:SRTP_AES128_CM_SHA1_32'``. :return: None """ if not is...
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def update_volumes(self): """Update list of EBS Volumes for the account / region Returns: `None` """ self.log.debug('Updating EBSVolumes for {}/{}'.format(self.account.account_name, self.region)) ec2 = self.session.resource('ec2', region_name=self.region) tr...
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def init(changelog_name): """Setup your project.""" changelog_path = find_chglog_file() create_changelog_flag = True mark = style("?", fg="blue", bold=True) if not changelog_name: if changelog_path: filename = style(changelog_path.name, fg="blue", bold=True) message...
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def determine_context(device_ids: List[int], use_cpu: bool, disable_device_locking: bool, lock_dir: str, exit_stack: ExitStack) -> List[mx.Context]: """ Determine the MXNet context to run on (CPU or GPU). :param device_...
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def unnest_child_dict(parent, key, parent_name=''): """ If ``parent`` dictionary has a ``key`` whose ``val`` is a dict, unnest ``val``'s fields into ``parent`` and remove ``key``. >>> parent = {'province': 'Québec', 'capital': {'name': 'Québec City', 'pop': 491140}} >>> unnest_child_dict(parent, 'c...
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def advance(self): """Follow the next rule if available. If we've run out of rules, reset the rules iterator. """ try: return next(self._rules_iter) except InnerStopIteration: self._rules_iter = self._follow_rules() return StopIteration() ...
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def conversations(self): """ Get the conversation topics for an input targeting criteria """ body = { "conversation_type": self.conversation_type, "audience_definition": self.audience_definition, "targeting_inputs": self.targeting_inputs } ...
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def docstring_with_summary(docstring, pairs, key_header, summary_type): """ Return a string joining the docstring with the pairs summary table. """ return "\n".join( [docstring, "Summary of {}:".format(summary_type), ""] + summary_table(pairs, key_header) + [""] )
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def change_directory(self, path, *args, **kwargs): """ :meth:`.WNetworkClientProto.change_directory` method implementation """ client = self.dav_client() previous_path = self.session_path() try: if client.is_dir(self.session_path(path)) is False: raise ValueError('Unable to change current working direc...
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def deactivate_workflow_transitions(cr, model, transitions=None): """ Disable workflow transitions for workflows on a given model. This can be necessary for automatic workflow transitions when writing to an object via the ORM in the post migration step. Returns a dictionary to be used on reactivate_...
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def update_binary_annotations(self, extra_annotations): """Updates the binary annotations for the current span.""" if not self.logging_context: # This is not the root span, so binary annotations will be added # to the log handler when this span context exits. self.bin...
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def connected_edges(G, nodes): """ Given graph G and list of nodes, return the list of edges that are connected to nodes """ nodes_in_G = collections.deque() for node in nodes: if not G.has_node(node): continue nodes_in_G.extend(nx.node_connected_component(G, node)) ...
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def ancestor_of(self, name, ancestor, visited=None): """ Check whether a node has another node as an ancestor. name: The name of the node being checked. ancestor: The name of the (possible) ancestor node. visited: (optional, None) If given, a set of nodes that have a...
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def human_xor_11(X, y, model_generator, method_name): """ XOR (true/true) This tests how well a feature attribution method agrees with human intuition for an eXclusive OR operation combined with linear effects. This metric deals specifically with the question of credit allocation for the following func...
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def _to_narrow(self, terms, data, mask, dates, symbols): """ Convert raw computed pipeline results into a DataFrame for public APIs. Parameters ---------- terms : dict[str -> Term] Dict mapping column names to terms. data : dict[str -> ndarray[ndim=2]] ...
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def chars2gloss(chars): """ Get the TLS basic gloss for a characters. """ out = [] chars = gbk2big5(chars) for char in chars: tmp = [] if char in _cd.TLS: for entry in _cd.TLS[char]: baxter = _cd.TLS[char][entry]['UNIHAN_GLOSS'] if baxt...
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def save_migration(connection, basename): """ Save a migration in `migrations_applied` table """ # Prepare query sql = "INSERT INTO migrations_applied (name, date) VALUES (%s, NOW())" # Run with connection.cursor() as cursor: cursor.execute(sql, (basename,)) connection.commit() ...
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def date_struct(year, month, day, tz = "UTC"): """ Given year, month and day numeric values and a timezone convert to structured date object """ ymdtz = (year, month, day, tz) if None in ymdtz: #logger.debug("a year, month, day or tz value was empty: %s" % str(ymdtz)) return None...
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def company_vat(self): """ Returns 10 character tax identification number, Polish: Numer identyfikacji podatkowej. https://pl.wikipedia.org/wiki/NIP """ vat_digits = [] for _ in range(3): vat_digits.append(self.random_digit_not_null()) for _...
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def get_number_of_rows(dbcon, tablename, uuid=None): """ Return the number of rows in a table :param dbcon: database connection :param tablename: table name :return: Boolean """ dbcur = dbcon.cursor() if check_table_exists(dbcon, tablename): if uuid: dbcur.execute("SE...
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def is_file_managed_by_git(self, path): ''' :param path: Path to check :returns: True if path is managed by git ''' status, _stdout, _stderr = self.git.execute( ['git', 'ls-files', path, '--error-unmatch'], with_extended_output=True, with_excep...
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def msg(self, msg): """ used to write to a debugger that is connected to this server; `str' written will have a newline added to it """ if hasattr(self.output, 'writeline'): self.output.writeline(msg) elif hasattr(self.output, 'writelines'): self.output.wr...
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def pack_chunk(source_data: bytes) -> str: """ Packs the specified binary source data by compressing it with the Zlib library and then converting the bytes to a base64 encoded string for non-binary transmission. :param source_data: The data to be converted to a compressed, base64 string ...
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def alias_field(model, field): """ Return the prefix name of a field """ for part in field.split(LOOKUP_SEP)[:-1]: model = associate_model(model,part) return model.__name__ + "-" + field.split(LOOKUP_SEP)[-1]
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def opt_grid_parallel(params, func, limits, ftol=0.01, disp=0, compute_errors=True): """ parallelized version of :func:`opt_grid` """ import multiprocessing def spawn(f): def fun(q_in,q_out): while True: i,x = q_in.get() if i == None: break q_out.put((i,f(x))) return fun ...
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def save(self, basepath): """Save comic URL to filename on disk.""" out.info(u"Get image URL %s" % self.url, level=1) self.connect() filename = "%s%s" % (self.filename, self.ext) comicDir = os.path.join(basepath, self.dirname) if not os.path.isdir(comicDir): o...
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def alocar( self, nome, id_tipo_rede, id_ambiente, descricao, id_ambiente_vip=None, vrf=None): """Inserts a new VLAN. :param nome: Name of Vlan. String with a maximum of 50 characters. :param id_tipo_rede: Ident...
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def PrepareMergeTaskStorage(self, task): """Prepares a task storage for merging. Moves the task storage file from the processed directory to the merge directory. Args: task (Task): task. Raises: IOError: if the storage type is not supported or if the storage file cannot be r...
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def to_json(self, *, include_keys=None, exclude_keys=None, use_default_excludes=True, pretty=False): """Converts the response from to_dict to a JSON string. If pretty is True then newlines, indentation and key sorting are used. """ return to_json( self.to_dict( include_keys=i...
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def _make_read_func(file_obj): """Return a CFFI callback that reads from a file-like object.""" @ffi.callback("cairo_read_func_t", error=constants.STATUS_READ_ERROR) def read_func(_closure, data, length): string = file_obj.read(length) if len(string) < length: # EOF too early re...
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def sct_report_string(report): """Return a human-readable string representation of the error report returned by lxml's schematron validator. """ ret = [] namespaces = {"svrl": "http://purl.oclc.org/dsdl/svrl"} for index, failed_assert_el in enumerate( report.findall("svrl:failed-assert",...
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def _within_box(points, boxes): """Validate which keypoints are contained inside a given box. points: NxKx2 boxes: Nx4 output: NxK """ x_within = (points[..., 0] >= boxes[:, 0, None]) & ( points[..., 0] <= boxes[:, 2, None] ) y_within = (points[..., 1] >= boxes[:, 1, None]) & ( ...
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def construct_graph(self, fixed, feedable, x_val, hash_key): """ Construct the graph required to run the attack through generate_np. :param fixed: Structural elements that require defining a new graph. :param feedable: Arguments that can be fed to the same graph when they take diff...
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def gen(self, month=0, week=0, day=0, weekday=0, hour=0, minute=0): '''generate config dictionary to pass to add() or remove() Args: month (int): month in a year, from 1 to 12 week (int): week in a month, from 1 to 4 day (int): day in a month, from 1 to 31 ...
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def update(self): """Gets the latest version of your metadata from the infrastructure and updates your local copy Returns `True` if successful, `False` otherwise - OR - Raises [IOTException](./Exceptions.m.html#IoticAgent.IOT.Exceptions.IOTException) containing the error if the infrast...
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def swap(self, fn, *args, **kwargs): ''' Given a mutator `fn`, calls `fn` with the atom's current state, `args`, and `kwargs`. The return value of this invocation becomes the new value of the atom. Returns the new value. :param fn: A function which will be passed the current sta...
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def _get_scaled_score( simple_score: float, categorical_score: float, category_weight: Optional[float] = .5) -> float: """ Scaled score is the weighted average of the simple score and categorical score """ return np.average( [simple...
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def zforce(self,R,z,phi=0.,t=0.): """ NAME: zforce PURPOSE: evaluate the vertical force F_z (R,z,t) INPUT: R - Cylindrical Galactocentric radius (can be Quantity) z - vertical height (can be Quantity) phi - azimuth (optional;...
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def __sync(self): """Skip reader to the block boundary.""" pad_length = _BLOCK_SIZE - self.__reader.tell() % _BLOCK_SIZE if pad_length and pad_length != _BLOCK_SIZE: data = self.__reader.read(pad_length) if len(data) != pad_length: raise EOFError('Read %d bytes instead of %d' % ...
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def getRemoteObject(self, busName, objectPath, interfaces=None, replaceKnownInterfaces=False): """ Creates a L{RemoteDBusObject} instance to represent the specified DBus object. If explicit interfaces are not supplied, DBus object introspection will be used to ob...
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def get_objects(self, uri, _oid=None, _start=None, _end=None, load_kwargs=None, **kwargs): ''' Load and transform csv data into a list of dictionaries. Each row in the csv will result in one dictionary in the list. :param uri: uri (file://, http(s)://) of csv file t...
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def _get_example_length(example): """Returns the maximum length between the example inputs and targets.""" length = tf.maximum(tf.shape(example[0])[0], tf.shape(example[1])[0]) return length
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def _write_ieeg_json(output_file): """Use only required fields """ dataset_info = { "TaskName": "unknown", "Manufacturer": "n/a", "PowerLineFrequency": 50, "iEEGReference": "n/a", } with output_file.open('w') as f: dump(dataset_info, f, indent=' ')
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def darken_color(color, amount): """Darken a hex color.""" color = [int(col * (1 - amount)) for col in hex_to_rgb(color)] return rgb_to_hex(color)
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def performAction(self, action): """ Execute one action. """ # print "ACTION:", action self.t += 1 Task.performAction(self, action) # self.addReward() self.samples += 1
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async def post(self, path, data={}, send_raw=False, **params): '''sends post request Parameters ---------- path : str same as get_url query : kargs dict additional info to pass to get_url See Also -------- get_url : Returns ------- requests.models.Response ...
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def adafactor_optimizer_from_hparams(hparams, lr): """Create an Adafactor optimizer based on model hparams. Args: hparams: model hyperparameters lr: learning rate scalar. Returns: an AdafactorOptimizer Raises: ValueError: on illegal values """ if hparams.optimizer_adafactor_decay_type == "A...
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def validate_ec2_browser_config(self): """Validate that the ec2 config is conform """ if self.config.get('launch', True): required_keys = [ 'browserName', 'platform', 'ssh_key_path', 'username', 'amiid',...
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def extract(uid=None, base_url=None, use_default_email_domain=False, default_email_domain=None, user=None, password=None): ''' FIXME: DOCS... ''' assert base_url and isinstance(base_url, (unicode, str)) export_url = os.path.join(base_url, 'export_csv') # ded is shortform for "defaul...
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def init(self): """ To be overridden to initialize the datasets needed by the calculation """ oq = self.oqparam if not oq.risk_imtls: if self.datastore.parent: oq.risk_imtls = ( self.datastore.parent['oqparam'].risk_imtls) i...
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def _pause_all_nodes(self, max_thread_pool_size=0): """Pause all cluster nodes - ensure that we store data so that in the future the nodes can be restarted. :return: int - number of failures. """ failed = 0 def _pause_specific_node(node): if not node.instanc...
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def from_str(string): """Generate a `AddEvent` object from a string """ match = re.match(r'^ADD (\w+)$', string) if match: return AddEvent(match.group(1)) else: raise EventParseError
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def descendants(self, include_clip=True): """ Return a generator to iterate over all descendant layers. Example:: # Iterate over all layers for layer in psd.descendants(): print(layer) # Iterate over all layers in reverse order f...
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def encrypt(key_id, plaintext, encryption_context=None, grant_tokens=None, region=None, key=None, keyid=None, profile=None): ''' Encrypt plaintext into cipher text using specified key. CLI example:: salt myminion boto_kms.encrypt 'alias/mykey' 'myplaindata' '{"aws:username":"myuser"}' ...
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def fold(self, predicate): """Takes a predicate and applies it to each node starting from the leaves and making the return value propagate.""" childs = {x:y.fold(predicate) for (x,y) in self._attributes.items() if isinstance(y, SerializableTypedAttributesHolder)} return...
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def _get_request(self, request_url, request_method, **params): """ Return a Request object that has the GET parameters attached to the url or the POST data attached to the object. """ if request_method == 'GET': if params: request_url += '&%s' % urlenc...
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def render_form(form, **kwargs): """ Render a form to a Bootstrap layout """ renderer_cls = get_form_renderer(**kwargs) return renderer_cls(form, **kwargs).render()
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def update(self, attributes): """Update the current instance based on attribute->value items in *attributes*. :param dict attributes: Dictionary of attributes to be updated :rtype: :class:`sandman2.model.Model` """ for attribute in attributes: setattr(self, a...
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def decompile_func(func): ''' Decompile a function into ast.FunctionDef node. :param func: python function (can not be a built-in) :return: ast.FunctionDef instance. ''' code = func.__code__ # For python 3 # defaults = func.func_defaults if sys.version_info.major < 3 else func....
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def create(cls, name, billing_group=None, description=None, tags=None, settings=None, api=None): """ Create a project. :param name: Project name. :param billing_group: Project billing group. :param description: Project description. :param tags: Project ta...
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def update_router(router, name=None, admin_state_up=None, profile=None, **kwargs): ''' Updates a router CLI Example: .. code-block:: bash salt '*' neutron.update_router router_id name=new-router-name admin...
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def _run_serial_ops(state): ''' Run all ops for all servers, one server at a time. ''' for host in list(state.inventory): host_operations = product([host], state.get_op_order()) with progress_spinner(host_operations) as progress: try: _run_server_ops( ...
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def send( self, message=None, From=None, To=None, Cc=None, Bcc=None, Subject=None, Tag=None, HtmlBody=None, TextBody=None, Metadata=None, ReplyTo=None, Headers=None, TrackOpens=None, TrackLinks="None"...
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def replace_headers(request, replacements): """ Replace headers in request according to replacements. The replacements should be a list of (key, value) pairs where the value can be any of: 1. A simple replacement string value. 2. None to remove the given header. 3. A callable which accepts...
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async def close(self, *args, _conn=None, **kwargs): """ Perform any resource clean up necessary to exit the program safely. After closing, cmd execution is still possible but you will have to close again before exiting. :raises: :class:`asyncio.TimeoutError` if it lasts more tha...
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def get_app_from_path(path): ''' :param path: A string to attempt to resolve to an app object :type path: string :returns: The describe hash of the app object if found, or None otherwise :rtype: dict or None This method parses a string that is expected to perhaps refer to an app object. If...
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def _custom_response_edit(self, method, url, headers, body, response): """ This method allows a service to edit a response. If you want to do this, you probably really want to use _edit_mock_response - this method will operate on Live resources. """ if self.get_implement...
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def create(self, input=None, live_stream=False, outputs=None, options=None): """ Creates a transcoding job. Here are some examples:: job.create('s3://zencodertesting/test.mov') job.create(live_stream=True) job.create(input='http://example.com/input.mov', ...
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def export_chat_invite_link( self, chat_id: Union[int, str] ) -> str: """Use this method to generate a new invite link for a chat; any previously generated link is revoked. You must be an administrator in the chat for this to work and have the appropriate admin rights. Args...
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def perform_matched_selection(self, event): """ Performs matched selection. :param event: QMouseEvent """ selected = TextHelper(self.editor).match_select() if selected and event: event.accept()
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def fit_doublegauss_samples(samples,**kwargs): """Fits a two-sided Gaussian to a set of samples. Calculates 0.16, 0.5, and 0.84 quantiles and passes these to `fit_doublegauss` for fitting. Parameters ---------- samples : array-like Samples to which to fit the Gaussian. kwargs ...
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def plugin_valid(self, filename): """ Checks if the given filename is a valid plugin for this Strategy """ filename = os.path.basename(filename) for regex in self.regex_expressions: if regex.match(filename): return True return False
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def _classify_directory_contents(filesystem, root): """Classify contents of a directory as files/directories. Args: filesystem: The fake filesystem used for implementation root: (str) Directory to examine. Returns: (tuple) A tuple consisting of three values: the directory examined,...
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def patterson_f3(acc, aca, acb): """Unbiased estimator for F3(C; A, B), the three-population test for admixture in population C. Parameters ---------- acc : array_like, int, shape (n_variants, 2) Allele counts for the test population (C). aca : array_like, int, shape (n_variants, 2) ...
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def _get_functions(expr, ldelim="(", rdelim=")"): """Parse function calls.""" tpars = _pair_delims(expr, ldelim=ldelim, rdelim=rdelim) alphas = "abcdefghijklmnopqrstuvwxyz" "ABCDEFGHIJKLMNOPQRSTUVWXYZ" fchars = "abcdefghijklmnopqrstuvwxyz" "ABCDEFGHIJKLMNOPQRSTUVWXYZ" "0123456789" "_" tfuncs = [] ...
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def _kcpassword(password): ''' Internal function for obfuscating the password used for AutoLogin This is later written as the contents of the ``/etc/kcpassword`` file .. versionadded:: 2017.7.3 Adapted from: https://github.com/timsutton/osx-vm-templates/blob/master/scripts/support/set_kcpasswo...
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def _with_meta(gen_node): """Wraps the node generated by gen_node in a :with-meta AST node if the original form has meta. :with-meta AST nodes are used for non-quoted collection literals and for function expressions.""" @wraps(gen_node) def with_meta( ctx: ParserContext, form: ...
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def findFile(self, fname, numtype): """ Function that finds the associated file for fname when Fname is time or NDump. Parameters ---------- fname : string The name of the file we are looking for. numType : string Designates how this funct...
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def parse_qs(s, rx, parsef=None, length=2, quote=False): '''helper for parsing a string that can both rx or parsef which is obstensibly the parsef for rx. Use parse colors for color tuples. This won't work with those. ''' if type(rx) != str: rx = rx.pattern; if re.match(" *...
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def parse(cls, querydict): """ Parse querydict data. There are expected agruments: distinct, fields, filter, include, page, sort Parameters ---------- querydict : django.http.request.QueryDict MultiValueDict with query arguments. Returns ...
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def is_free(self): """ returns True if any of the spectral model parameters is set to free, else False """ return bool(np.array([int(value.get("free", False)) for key, value in self.spectral_pars.items()]).sum())
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def add_choice(self, text, inline_region, name='', identifier=None): """stub""" choice_display_text = self._choice_text_metadata['default_string_values'][0] choice_display_text['text'] = text if identifier is None: identifier = str(ObjectId()) choice = { '...
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def set_master(service, conn_type, private='y', unpriv='y', chroot='y', wakeup='n', maxproc='100', command='', write_conf=True, path=MASTER_CF): ''' Set a single config value in...
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def check_method_allowed(cls, request): """ Ensure the request HTTP method is permitted for this resource. Raising a ResourceException if it is not. """ if not request.method in cls._meta.allowed_methods: raise HttpError( 'Method \'%s\' not allowed on this r...
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def _generate_image_and_label_batch(image, label, min_queue_examples, batch_size, shuffle): """Construct a queued batch of images and labels. Args: image: 3-D Tensor of [height, width, 3] of type.float32. label: 1-D Tensor of type.int32 min_queue_examples: int32, min...
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def nvmlDeviceSetAutoBoostedClocksEnabled(handle, enabled): r""" /** * Try to set the current state of Auto Boosted clocks on a device. * * For Kepler &tm; or newer fully supported devices. * * Auto Boosted clocks are enabled by default on some hardware, allowing the GPU to run at highe...
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def load(fname): """Loads an array from file. See more details in ``save``. Parameters ---------- fname : str The filename. Returns ------- list of NDArray, RowSparseNDArray or CSRNDArray, or \ dict of str to NDArray, RowSparseNDArray or CSRNDArray Loaded data. ...
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def make_canonical_path( image_identifier, image_width, image_height, region, size, rotation, quality, format_str ): """ Return the canonical URL path for an image for the given region/size/ rotation/quality/format API tranformation settings. See http://iiif.io/api/image/2.1/#canonical-...
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def fit_mcmc(self,nwalkers=300,nburn=200,niter=100, p0=None,initial_burn=None, ninitial=50, loglike_kwargs=None, **kwargs): """Fits stellar model using MCMC. :param nwalkers: (optional) Number of walkers to pass to :class:`emcee.EnsembleSam...
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def my_notes(self, start_index=0, limit=100, get_all=False, sort_by='loanId', sort_dir='asc'): """ Return all the loan notes you've already invested in. By default it'll return 100 results at a time. Parameters ---------- start_index : int, optional The result index ...
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def kill(self): """Kill instantiated process :raises: `AttributeError` if instantiated process doesn't seem to satisfy `constraints <relshell.daemon_shelloperator.DaemonShellOperator>`_ """ BaseShellOperator._close_process_input_stdin(self._batcmd.batch_to_file_s) BaseShellOpera...
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def _internal_build(self): """ This function assumes the self.__tree object has been setup, though it doesn't care how. It will then setup all python side data structures to be used for querying this object. """ self.nodes = self.__tree.Nodes() self.edges = self._...
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def set_index(self, indexes=None, append=False, inplace=None, **indexes_kwargs): """Set DataArray (multi-)indexes using one or more existing coordinates. Parameters ---------- indexes : {dim: index, ...} Mapping from names matching dimensions and va...
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def plugins_all(self): """ All resulting versions of all plugins in the group filtered by ``blacklist`` Returns: dict: Nested dictionary of plugins accessible through dot-notation. Similar to :py:attr:`plugins`, but lowest level is a regular dictionary of all unfilt...
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def redo(self, channel, image): """This method is called when an image is set in a channel.""" self.logger.debug("image set") chname = channel.name # get old highlighted thumbs for this channel -- will be # an empty set or one thumbkey old_highlight = channel.extdata.thu...
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def PXOR(cpu, dest, src): """ Logical exclusive OR. Performs a bitwise logical exclusive-OR (XOR) operation on the quadword source (second) and destination (first) operands and stores the result in the destination operand location. The source operand can be an MMX(TM) te...
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