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def run_spp(self, input_bam, output, plot, cpus): """ Run the SPP read peak analysis tool. :param str input_bam: Path to reads file :param str output: Path to output file :param str plot: Path to plot file :param int cpus: Number of processors to use :return str:...
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def from_path(path): ''' create from path. return `None` if path is not exists. ''' if os.path.isdir(path): return DirectoryInfo(path) if os.path.isfile(path): return FileInfo(path) return None
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def export(self, location): """Export the svn repository at the url to the destination location""" url, rev = self.get_url_rev() logger.notify('Exporting svn repository %s to %s' % (url, location)) logger.indent += 2 try: if os.path.exists(location): #...
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def _setup_positions(self, positions): """Processes positions to account for ranges Arguments: positions - list of positions and/or ranges to process """ updated_positions = [] for i, position in enumerate(positions): ranger = re.search(r'(?P<start>-...
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def get_pool(cls) -> Pool: """ Yields: existing db connection pool """ if len(cls._connection_params) < 5: raise ConnectionError('Please call SQLStore.connect before calling this method') if not cls._pool: cls._pool = yield from create_pool(**c...
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def namespace(self): """ Return the Namespace URI (if any) as a String for the current tag """ if self.m_name == -1 or (self.m_event != const.START_TAG and self.m_event != const.END_TAG): return u'' # No Namespace if self.m_namespaceUri == 0xFFFFFFFF: ...
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def _func_addrs_from_prologues(self): """ Scan the entire program image for function prologues, and start code scanning at those positions :return: A list of possible function addresses """ # Pre-compile all regexes regexes = list() for ins_regex in self.project...
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def _makedos(self, ax, dos_plotter, dos_options, dos_label=None): """This is basically the same as the SDOSPlotter get_plot function.""" # don't use first 4 colours; these are the band structure line colours cycle = cycler( 'color', rcParams['axes.prop_cycle'].by_key()['color'][4:])...
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def _ensure_frames(cls, documents): """ Ensure all items in a list are frames by converting those that aren't. """ frames = [] for document in documents: if not isinstance(document, Frame): frames.append(cls(document)) else: ...
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def dispatch(self, frame): ''' Override the default dispatch since we don't need the rest of the stack. ''' if frame.type() == HeartbeatFrame.type(): self.send_heartbeat() elif frame.type() == MethodFrame.type(): if frame.class_id == 10: ...
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def run(self, generations, p_mutate, p_crossover, elitist=True, two_point_crossover=False, refresh_after=None, quit_after=None): """ Run a standard genetic algorithm simulation for a set number of generations (iterations), each consisting of the following ordered steps: ...
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def connect(self, address='session'): """Connect to *address* and wait until the connection is established. The *address* argument must be a D-BUS server address, in the format described in the D-BUS specification. It may also be one of the special addresses ``'session'`` or ``'system'`...
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def get_select_sql(self): """ Gets the SELECT field portion for the field without the alias. If the field has a table, it will be included here like AggregateFunction(table.field) :return: Gets the SELECT field portion for the field without the alias :rtype: str """ ...
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def get_assessment_offered_lookup_session_for_bank(self, bank_id): """Gets the ``OsidSession`` associated with the assessment offered lookup service for the given bank. arg: bank_id (osid.id.Id): the ``Id`` of the bank return: (osid.assessment.AssessmentOfferedLookupSession) - an ...
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async def process_ltd_doc(session, github_api_token, ltd_product_url, mongo_collection=None): """Ingest any kind of LSST document hosted on LSST the Docs from its source. Parameters ---------- session : `aiohttp.ClientSession` Your application's aiohttp client sess...
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def deaccent(text): """ Remove accentuation from the given string. Input text is either a unicode string or utf8 encoded bytestring. Return input string with accents removed, as unicode. >>> deaccent("Šéf chomutovských komunistů dostal poštou bílý prášek") u'Sef chomutovskych komunistu dostal post...
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def _format_option_value(optdict, value): """return the user input's value from a 'compiled' value""" if isinstance(value, (list, tuple)): value = ",".join(_format_option_value(optdict, item) for item in value) elif isinstance(value, dict): value = ",".join("%s:%s" % (k, v) for k, v in value...
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def comment (self, s, **args): """Write GML comment.""" self.writeln(s=u'comment "%s"' % s, **args)
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def reserve_ipblock(self, ipblock): """ Reserves an IP block within your account. """ properties = { "name": ipblock.name } if ipblock.location: properties['location'] = ipblock.location if ipblock.size: properties['size'] = ...
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def stream_download_async(self, response, user_callback): """Async Generator for streaming request body data. :param response: The initial response :param user_callback: Custom callback for monitoring progress. """ block = self.config.connection.data_block_size return Str...
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def __process_sentence(sentence_tuple, counts): """pull the actual sentence from the tuple (tuple contains additional data such as ID) :param _sentence_tuple: :param counts: """ sentence = sentence_tuple[2] # now we start replacing words one type at a time... sentence = __replace_verbs(sen...
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def serialize(self, value, **kwargs): """Return a serialized copy of the tuple""" kwargs.update({'include_class': kwargs.get('include_class', True)}) if self.serializer is not None: return self.serializer(value, **kwargs) if value is None: return None seri...
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def make_link_node(rawtext, app, name, options): """ Create a link to the TL reference. :param rawtext: Text being replaced with link node. :param app: Sphinx application context :param name: Name of the object to link to :param options: Options dictionary passed to role func. """ try: ...
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def send_sticker(self, sticker: str, reply: Message=None, on_success: callable=None, reply_markup: botapi.ReplyMarkup=None): """ Send sticker to this peer. :param sticker: File path to sticker to send. :param reply: Message object. :param on_success: Callback...
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def predicted_obs_vec(self): '''The predicted observation vector The observation vector for the next step in the filter. ''' if not self.has_cached_obs_vec: self.obs_vec = dot_n( self.observation_matrix, self.predicted_state_vec[:,:,np.newaxis...
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def decode(s): """ Decode a string using the system encoding if needed (ie byte strings) """ if isinstance(s, bytes): return s.decode(sys.getdefaultencoding()) else: return s
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def generate_histograms_table(samples_table, samples, max_bins=1024): """ Generate a table of histograms as a DataFrame. Parameters ---------- samples_table : DataFrame Table specifying samples to analyze. For more information about the fields required in this table, please consult ...
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def omap(m): ''' Create a nested mapping from origin to property to values/attributes covering an entire Versa model ''' om = {} for s, p, o, a in m.match(): om.setdefault(s, {}) om[s].setdefault(p, []).append((o, a)) return om
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def make_ner_file(self, clean_visible_path, ner_xml_path): '''run tagger a child process to get XML output''' if self.template is None: raise exceptions.NotImplementedError(''' Subclasses must specify a class property "template" that provides command string format for running a tagger. It s...
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def _get_system_python_executable(): """ Returns the path the system-wide python binary. (In case we're running in a virtualenv or venv) """ # This function is required by get_package_as_folder() to work # inside a virtualenv, since venv creation will fail with # the virtualenv's local pytho...
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def spawn(func, *args, **kwargs): """Spawn a new fiber. A new :class:`Fiber` is created with main function *func* and positional arguments *args*. The keyword arguments are passed to the :class:`Fiber` constructor, not to the main function. The fiber is then scheduled to start by calling its :meth:...
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def downsample(self, factor): """ Compute a downsampled version of the skeleton by striding while preserving endpoints. factor: stride length for downsampling the saved skeleton paths. Returns: downsampled PrecomputedSkeleton """ if int(factor) != factor or factor < 1: raise ValueEr...
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def setSceneRect( self, *args ): """ Overloads the set scene rect to handle rebuild information. """ super(XChartScene, self).setSceneRect(*args) self._dirty = True
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def get_properties(self, packet, bt_addr): """Get properties of beacon depending on type.""" if is_one_of(packet, [EddystoneTLMFrame, EddystoneURLFrame, \ EddystoneEncryptedTLMFrame, EddystoneEIDFrame]): # here we retrieve the namespace and instance which corres...
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def get(model, *args, **kwargs): ''' Get an autofixture instance for the passed in *model* sing the either an appropiate autofixture that was :ref:`registry <registry>` or fall back to the default:class:`AutoFixture` class. *model* can be a model class or its string representation (e.g. ``"app.Mod...
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def _sendMouseEvent(ev, x, y, dwData=0): """The helper function that actually makes the call to the mouse_event() win32 function. Args: ev (int): The win32 code for the mouse event. Use one of the MOUSEEVENTF_* constants for this argument. x (int): The x position of the mouse event. ...
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def run(self, repo: str, branch: str, task: Task, git_repo: Repo, repo_path: Path): """ Starts up a VM, builds an docker image and gets it to the VM, runs the script over SSH, returns result. Stops the VM if ``keep_vm_running`` is not set. """ from fabric import api from fabr...
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def add_resource_attrs_from_type(type_id, resource_type, resource_id,**kwargs): """ adds all the attributes defined by a type to a node. """ type_i = _get_templatetype(type_id) resource_i = _get_resource(resource_type, resource_id) resourceattr_qry = db.DBSession.query(ResourceAttr).filter...
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def save_list(self, list_name, emails): """ Upload a list. The list import job is queued and will happen shortly after the API request. http://docs.sailthru.com/api/list @param list: list name @param emails: List of email values or comma separated string """ data ...
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def getPattern(self, word): """ Returns the pattern with key word. Example: net.getPattern("tom") => [0, 0, 0, 1] """ if word in self.patterns: return self.patterns[word] else: raise ValueError('Unknown pattern in getPattern().', word)
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def _run_on_chrom(chrom, work_bams, names, work_dir, items): """Run cn.mops on work BAMs for a specific chromosome. """ local_sitelib = utils.R_sitelib() batch = sshared.get_cur_batch(items) ext = "-%s-cnv" % batch if batch else "-cnv" out_file = os.path.join(work_dir, "%s%s-%s.bed" % (os.path.s...
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def load_labels(path: Union[str, Path]) -> List[SingleConditionSpec]: """Load labels files. Parameters ---------- path Path of labels file. Returns ------- List[SingleConditionSpec] List of SingleConditionSpec stored in labels file. """ condition_specs = np.load(str...
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def lchisquare(f_obs,f_exp=None): """ Calculates a one-way chi square for list of observed frequencies and returns the result. If no expected frequencies are given, the total N is assumed to be equally distributed across all groups. Usage: lchisquare(f_obs, f_exp=None) f_obs = list of observed cell freq. Retu...
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def divide(self, phi1, inplace=True): """ DiscreteFactor division by `phi1`. Parameters ---------- phi1 : `DiscreteFactor` instance The denominator for division. inplace: boolean If inplace=True it will modify the factor itself, else would return...
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def _assemble_and_send_request(self): """ Fires off the Fedex request. @warning: NEVER CALL THIS METHOD DIRECTLY. CALL send_request(), WHICH RESIDES ON FedexBaseService AND IS INHERITED. """ # Fire off the query. return self.client.service.createPickup( ...
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def _get_rows(self, options): """Return only those data rows that should be printed, based on slicing and sorting. Arguments: options - dictionary of option settings.""" if options["oldsortslice"]: rows = copy.deepcopy(self._rows[options["start"]:options["end"]]) e...
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def start(ctx, debug, version, config): """Commands for devops operations""" ctx.obj = {} ctx.DEBUG = debug if os.path.isfile(config): with open(config) as fp: agile = json.load(fp) else: agile = {} ctx.obj['agile'] = agile if version: click.echo(__version...
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async def retry_request(*args, retry_exceptions=(asyncio.TimeoutError, ScriptWorkerRetryException), retry_async_kwargs=None, **kwargs): """Retry the ``request`` function. Args: *args: the args to send to request() through retry_as...
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def hasannotationlayer(self, annotationtype=None,set=None): """Does the specified annotation layer exist?""" l = self.layers(annotationtype, set) return (len(l) > 0)
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def _fullsize_link_tag(self, kwargs, title): """ Render a <a href> that points to the fullsize rendition specified """ return utils.make_tag('a', { 'href': self.get_fullsize(kwargs), 'data-lightbox': kwargs['gallery_id'], 'title': title })
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def document(cls): """ Decorator to document a class """ if cls.__doc__ is None: return cls baseclass_name = cls.mro()[-2].__name__ try: return DOC_FUNCTIONS[baseclass_name](cls) except KeyError: return cls
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def determine_collections(self): """Try to determine which collections this record should belong to.""" for value in record_get_field_values(self.record, '980', code='a'): if 'NOTE' in value.upper(): self.collections.add('NOTE') if 'THESIS' in value.upper(): ...
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def network_security_group_delete(name, resource_group, **kwargs): ''' .. versionadded:: 2019.2.0 Delete a network security group within a resource group. :param name: The name of the network security group to delete. :param resource_group: The resource group name assigned to the network ...
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def _request(self, url, api_call, request_args, method='GET'): """Function to request and returning JSON data. Parameters: url (str): Base url call. api_call (str): API function to be called. request_args (dict): All requests parameters. method (str): (De...
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def get_OHLCV(self, ticker, date=None, date_from=None, date_to=None): """Get Open, High, Low, Close prices and daily Volume for a given ticker. ticker - ticker or symbol date - date for a single-date query date_from, date_to - date range (used only if "date" is not specifie...
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def getEdges(self, fromVol): """ Return the edges available from fromVol. """ return [ self.toObj.diff(diff) for diff in self._client.getEdges(self.toArg.vol(fromVol)) ]
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def upcaseTokens(s,l,t): """Helper parse action to convert tokens to upper case.""" return [ tt.upper() for tt in map(_ustr,t) ]
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def data_from_stream(self, stream): """ Creates a data element reading a representation from the given stream. :returns: object implementing :class:`everest.representers.interfaces.IExplicitDataElement` """ parser = self._make_representation_parser(stream, self.resou...
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def genl_family_add_grp(family, id_, name): """https://github.com/thom311/libnl/blob/libnl3_2_25/lib/genl/family.c#L366. Positional arguments: family -- Generic Netlink family object (genl_family class instance). id_ -- new numeric identifier (integer). name -- new human readable name (string). ...
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def bbox(self): "Return the envelope as a Bound Box string compatible with (bb) params" return ",".join(str(attr) for attr in (self.xmin, self.ymin, self.xmax, self.ymax))
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def get_asset_query_session_for_repository(self, repository_id): """Gets an asset query session for the given repository. arg: repository_id (osid.id.Id): the ``Id`` of the repository return: (osid.repository.AssetQuerySession) - an ``AssetQuerySession`` raise: NotFo...
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def does_table_exist(self, model_class): ''' Checks whether a table for the given model class already exists. Note that this only checks for existence of a table with the expected name. ''' sql = "SELECT count() FROM system.tables WHERE database = '%s' AND name = '%s'" r ...
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def stdio(filters=None, search_dirs=None, data_dir=True, sys_path=True, panfl_=False, input_stream=None, output_stream=None): """ Reads JSON from stdin and second CLI argument: ``sys.argv[1]``. Dumps JSON doc to the stdout. :param filters: Union[List[str], None] if None then read from metadata ...
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def register_plugins(cls, plugins): ''' Reguster plugins. The plugins parameter should be dict mapping model to plugin. Just calls a register_plugin for every such a pair. ''' for model in plugins: cls.register_plugin(model, plugins[model])
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def init(port=None, do_not_exit=False, disable_tls=False, log_level='WARNING'): """Start the Xenon GRPC server on the specified port, or, if a service is already running on that port, connect to that. If no port is given, a random port is selected. This means that, by default, every python instance wil...
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def make_str(value): """Converts a value into a valid string.""" if isinstance(value, bytes): try: return value.decode(sys.getfilesystemencoding()) except UnicodeError: return value.decode('utf-8', 'replace') return text_type(value)
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def subpackets(*items): """Serialize several GPG subpackets.""" prefixed = [subpacket_prefix_len(item) for item in items] return util.prefix_len('>H', b''.join(prefixed))
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def visit_NameConstant(self, node): """ Python 3 """ nnode = self.dnode(node) copy_from_lineno_col_offset( nnode, str(node.value), self.bytes_pos_to_utf8, to=node)
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def generate_results_subparser(subparsers): """Adds a sub-command parser to `subparsers` to manipulate CSV results data.""" parser = subparsers.add_parser( 'results', description=constants.RESULTS_DESCRIPTION, epilog=constants.RESULTS_EPILOG, formatter_class=ParagraphFormatter, help=...
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def save_config_value(request, response, key, value): """Sets value of key `key` to `value` in both session and cookies.""" request.session[key] = value response.set_cookie(key, value, expires=one_year_from_now()) return response
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def _connect(self): """ Establish a connection to the master process's UNIX listener socket, constructing a mitogen.master.Router to communicate with the master, and a mitogen.parent.Context to represent it. Depending on the original transport we should emulate, trigger one of ...
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def get_tax_class_by_id(cls, tax_class_id, **kwargs): """Find TaxClass Return single instance of TaxClass by its ID. This method makes a synchronous HTTP request by default. To make an asynchronous HTTP request, please pass async=True >>> thread = api.get_tax_class_by_id(tax_cla...
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def write_nodes(gtfs, output, fields=None): """ Parameters ---------- gtfs: gtfspy.GTFS output: str Path to the output file fields: list, optional which pieces of information to provide """ nodes = gtfs.get_table("stops") if fields is not None: nodes = nodes[f...
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def unpack_auth_b64(self, docker_registry): """Decode and unpack base64 'auth' credentials from config file. :param docker_registry: str, registry reference in config file :return: namedtuple, UnpackedAuth (or None if no 'auth' is available) """ UnpackedAuth = namedtuple('Unpac...
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def timeline(self, request, drip_id, into_past, into_future): """ Return a list of people who should get emails. """ from django.shortcuts import render, get_object_or_404 drip = get_object_or_404(Drip, id=drip_id) shifted_drips = [] seen_users = set() f...
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def bind(self): """ Resets the Response object to its factory defaults. """ self._COOKIES = None self.status = 200 self.headers = HeaderDict() self.content_type = 'text/html; charset=UTF-8'
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def _extract_germline(in_file, data): """Extract germline calls non-somatic, non-filtered calls. """ out_file = "%s-germline.vcf" % utils.splitext_plus(in_file)[0] if not utils.file_uptodate(out_file, in_file) and not utils.file_uptodate(out_file + ".gz", in_file): with file_transaction(data, ou...
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def _batch_insert(self, inserts, intervals, **kwargs): ''' Support for batch insert. Default implementation is non-optimized and is a simple loop over values. ''' for timestamp,names in inserts.iteritems(): for name,values in names.iteritems(): for value in values: self._inse...
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def _task_instances_for_dag_run(self, dag_run, session=None): """ Returns a map of task instance key to task instance object for the tasks to run in the given dag run. :param dag_run: the dag run to get the tasks from :type dag_run: airflow.models.DagRun :param session: ...
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def order_sections(self, key, reverse=True): """Sort sections according to the value of key.""" fsort = lambda s: s.__dict__[key] return sorted(self.sections, key=fsort, reverse=reverse)
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def _load_sequences_to_reference_gene(self, g_id, force_rerun=False): """Load orthologous strain sequences to reference Protein object, save as new pickle""" protein_seqs_pickle_path = op.join(self.sequences_by_gene_dir, '{}_protein_withseqs.pckl'.format(g_id)) if ssbio.utils.force_rerun(flag=f...
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def IntraField(config={}): """Intra field interlace to sequential converter. This uses a vertical filter with an aperture of 8 lines, generated by :py:class:`~pyctools.components.interp.filtergenerator.FilterGenerator`. The aperture (and other parameters) can be adjusted after the :py:class:`In...
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def get_object_or_child_by_type(self, *types): """ Get object if child already been read or get child. Use this method for fast access to objects in case of static configurations. :param types: requested object types. :return: all children of the specified types. """ o...
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async def evaluate_trained_model(state): """Evaluate the most recently trained model against the current best model. Args: state: the RL loop State instance. """ return await evaluate_model( state.train_model_path, state.best_model_path, os.path.join(fsdb.eval_dir(), state.train_model_name), s...
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def get_image(self, digest, blob, mime_type, index, size=500): """Return an image for the given content, only if it already exists in the image cache.""" # Special case, for now (XXX). if mime_type.startswith("image/"): return "" cache_key = f"img:{index}:{size}:{dig...
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def merged(): # type: () -> None """ Cleanup a remotely merged branch. """ develop = conf.get('git.devel_branch', 'develop') branch = git.current_branch(refresh=True) common.assert_branch_type('feature') # Pull develop with the merged feature common.git_checkout(develop) common.git_pul...
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def unpack_archive(*components, **kwargs) -> str: """ Unpack a compressed archive. Arguments: *components (str[]): Absolute path. **kwargs (dict, optional): Set "compression" to compression type. Default: bz2. Set "dir" to destination directory. Defaults to the direc...
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def write(self, symbol, data, initial_image=None, metadata=None): """ Writes a list of market data events. Parameters ---------- symbol : `str` symbol name for the item data : list of dicts or a pandas.DataFrame List of ticks to store to the tick-...
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def _observe_timeseries_fn(timeseries): """Build an observation_noise_fn that observes a Tensor timeseries.""" def observation_noise_fn(t): current_slice = timeseries[..., t, :] return tfd.MultivariateNormalDiag( loc=current_slice, scale_diag=tf.zeros_like(current_slice)) return observatio...
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def extend_from_instances(self, params: Params, instances: Iterable['adi.Instance'] = ()) -> None: """ Extends an already generated vocabulary using a collection of instances. """ min_count = params.pop("min_count", None) ...
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def _handle_output(self, channel, output): """ Given an initial channel and a sequence of messages or sentinels, output the messages. """ augmented = Sentinel.augment_items(output, channel=channel, secret=False) for message in augmented: self.out(message.channel, message, not message.secret)
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def check_installed_files(self): """ Checks that the hashes and sizes of the files in ``RECORD`` are matched by the files themselves. Returns a (possibly empty) list of mismatches. Each entry in the mismatch list will be a tuple consisting of the path, 'exists', 'size' or 'hash' ...
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def cancelTask(self, *args, **kwargs): """ Cancel Task This method will cancel a task that is either `unscheduled`, `pending` or `running`. It will resolve the current run as `exception` with `reasonResolved` set to `canceled`. If the task isn't scheduled yet, ie. it doe...
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def start(self): ''' doesn't work''' thread = threading.Thread(target=reactor.run) thread.start()
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def plot(feature, mp=None, style_function=None, **map_kwargs): """Plots a GeoVector in an ipyleaflet map. Parameters ---------- feature : telluric.vectors.GeoVector, telluric.features.GeoFeature, telluric.collections.BaseCollection Data to plot. mp : ipyleaflet.Map, optional Map in ...
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def walk_interface(self, name, data, in_location): interface = Interface() location = "{}.{}".format(in_location, name) if isinstance(data, dict): interface.name = de_identifier(self.require_field(location, "name", data, "", str)) location = "{}.{}".format(in_location, cl...
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def totals(self, start=None, end=None): """Returns a Totals object containing the sum of all debits, credits and net change over the period of time from start to end. 'start' is inclusive, 'end' is exclusive """ qs = self._entries_range(start=start, end=end) qs_positive...
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def update(self): '''Update definitions.''' # Download http://rebase.neb.com/rebase/link_withref to tmp self._tmpdir = tempfile.mkdtemp() try: self._rebase_file = self._tmpdir + '/rebase_file' print 'Downloading latest enzyme definitions' url = 'http:/...
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def calculate_sleep_time(attempt, delay_factor=5.0, randomization_factor=.5, max_delay=120): """Calculate the sleep time between retries, in seconds. Based off of `taskcluster.utils.calculateSleepTime`, but with kwargs instead of constant `delay_factor`/`randomization_factor`/`max_delay`. The taskcluster ...
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def _ctypes_ex_compatvars(executable): """Returns a list of code lines for signature matching variables, and pointer saving variables. """ result = [] for p in executable.ordered_parameters: _ctypes_code_parameter(result, p, "regular") _ctypes_code_parameter(result, p, "saved") ...
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