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def assignRenderer(self, action): """ Assigns the renderer for this chart to the current selected renderer. """ name = nativestring(action.text()).split(' ')[0] self._renderer = XChartRenderer.plugin(name) self.uiTypeBTN.setDefaultAction(action) se...
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def __partial_trace_mat(mat, trace_systems, dimensions, reverse=True): """ Partial trace over subsystems of multi-partite matrix. Note that subsystems are ordered as rho012 = rho0(x)rho1(x)rho2. Args: mat (matrix_like): a matrix NxN. trace_systems (list(int)): a list of subsystems (sta...
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def clearness_index(ghi, solar_zenith, extra_radiation, min_cos_zenith=0.065, max_clearness_index=2.0): """ Calculate the clearness index. The clearness index is the ratio of global to extraterrestrial irradiance on a horizontal plane. Parameters ---------- ghi : numeri...
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def update(self): """ Preparse the packaging system for installations. """ packager = self.packager if packager == APT: self.sudo('DEBIAN_FRONTEND=noninteractive apt-get -yq update') elif packager == YUM: self.sudo('yum update') else: ...
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def _get_zone(self, domain, domain_id): """ Pulls the zone for the current domain from authenticated Hetzner account and returns it as an zone object. """ api = self.api[self.account] for request in api['zone']['GET']: url = (request.copy()).get('url', '/').re...
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def create_emailconfirmation(self, email_address): "Create an email confirmation obj from the given email address obj" confirmation_key = self.generate_key(email_address.email) confirmation = self.create( email_address=email_address, created_at=now(), key=conf...
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def get_query(self, query_params=None): """Return a query string""" if query_params is None: query_params = {} query = '' query_params['idSite'] = self.site_id if self.api_token is not None: query_params['token_auth'] = self.api_token for key, valu...
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def user_organisations(cls, user_id, state=None, include_deactivated=False): """ Get organisations that the user has joined :param user_id: the user ID :param state: the user's "join" state :param include_deactivated: Include deactivated resources in response :returns: l...
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def find_item(self, fq_name): """Find an item in the specification by fully qualified name. Args: fq_name (str): Fully-qualified name of the item. Returns: The item if it is in the specification. None otherwise """ names = fq_name.split(self._separator)...
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def env_is_exposed(self, tgt_env): ''' Check if an environment is exposed by comparing it against a whitelist and blacklist. ''' return salt.utils.stringutils.check_whitelist_blacklist( tgt_env, whitelist=self.saltenv_whitelist, blacklist=self....
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def build_job_configs(self, args): """Hook to build job configurations """ job_configs = {} components = Component.build_from_yamlfile(args['comp']) NAME_FACTORY.update_base_dict(args['data']) NAME_FACTORY_CLEAN.update_base_dict(args['data']) NAME_FACTORY_DIRTY.u...
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def get_user_submissions(self, task): """ Get all the user's submissions for a given task """ if not self._user_manager.session_logged_in(): raise Exception("A user must be logged in to get his submissions") cursor = self._database.submissions.find({"username": self._user_manager.se...
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def refresh_meta(self): """Calculations that only depend on aggregate counts in Confusion Matrix go here""" # these calcs are duplicated in __init__() setattr(self, '_num_classes', len(self.index)) setattr(self, '_colnums', np.arange(0, self._num_classes)) try: setat...
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def split(self, availWidth, availHeight): """ Split ourselves in two paragraphs. """ logger.debug("*** split (%f, %f)", availWidth, availHeight) splitted = [] if self.splitIndex: text1 = self.text[:self.splitIndex] text2 = self.text[self.splitInd...
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def _search_flags(self): """ Returns the user search flag: (regex, case_sensitive, whole_words). """ return (self.checkBoxRegex.isChecked(), self.checkBoxCase.isChecked(), self.checkBoxWholeWords.isChecked(), self.checkBoxInSelection.isChec...
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async def _fair_recv(self): """ Receive from all the existing peers, rotating the list of peers every time. :returns: The frames. """ with await self._read_lock: peer = await self._fair_get_in_peer() result = peer.inbox.read_nowait() retu...
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def check_empty_app_dir(self): """Check to see if the directory in which the app is going to be created is empty.""" if not os.listdir(self.app_path): self.handle_error( 'No app exists in this directory. Try using "tcinit --template ' '{} --action create" to c...
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def marginalize(self, variables, inplace=True): """ Modifies the factor with marginalized values. Parameters ---------- variables: list, array-like List of variables over which to marginalize. inplace: boolean If inplace=True it will modify the f...
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def run(cls, version=None): """ Test runner method; is called by parent class defined in suite.py. :param version: B2G version string to test against :return: bool PASS/FAIL status """ try: dumper = certdump() versions = dumper.nssversion_via_mari...
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def auto_reuse_variable_scope(func): """ A decorator which automatically reuses the current variable scope if the function has been called with the same variable scope before. Example: .. code-block:: python @auto_reuse_variable_scope def myfunc(x): return tf.layers.co...
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def cut_distant_injections(workflow, inj_file, out_dir, tags=None): "Set up a job for removing injections that are too distant to be seen" if tags is None: tags = [] node = Executable(workflow.cp, 'inj_cut', ifos=workflow.ifos, out_dir=out_dir, tags=tags).create_node() nod...
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def registry(region_name, algorithm=None): """Return docker registry for the given AWS region Note: Not all the algorithms listed below have an Amazon Estimator implemented. For full list of pre-implemented Estimators, look at: https://github.com/aws/sagemaker-python-sdk/tree/master/src/sagemaker/amaz...
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def make_message(self, data): """ Create a Message instance from data, data will be loaded via munge according to the codec specified in the transport_content_type attribute Returns: Message: message object """ data = self.codec.loads(data) ...
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def del_uid(self, search): """ Find and remove a user id that matches the search string given. This method does not modify the corresponding :py:obj:`~pgpy.PGPUID` object; it only removes it from the list of user ids on the key. :param search: A text string to match name, comment, or em...
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def set_scene_velocity(self, scene_id, velocity): """reconfigure a scene by scene ID""" if not scene_id in self.state.scenes: # does that scene_id exist? err_msg = "Requested to set velocity on scene {sceneNum}, which does not exist".format(sceneNum=scene_id) logging.info(err_msg...
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def calculate_statistics(self, start, stop): """Starts the statistics calculation. :param start: The left limit of the time window in percent. :param stop: The right limit of the time window in percent. .. note:: The calculation takes some time. Check the status byte to se...
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def add_hotspot(self, hotspot, xy): """ Add the hotspot at ``(x, y)``. The hotspot must fit inside the bounds of the virtual device. If it does not then an ``AssertError`` is raised. """ (x, y) = xy assert(0 <= x <= self.width - hotspot.width) assert(0 <= ...
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def http(container = None): "wrap a WSGI-style class method to a HTTPRequest event handler" def decorator(func): @functools.wraps(func) def handler(self, event): return _handler(self if container is None else container, event, lambda env: func(self, env)) return handler r...
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def initialize(self, runtime): """OSID Manager initialize""" from .primitives import Id if self._runtime is not None: raise IllegalState('Manager has already been initialized') self._runtime = runtime config = runtime.get_configuration() parameter_id = Id('par...
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def _handle_result_by_idx_slice(self, idx_slice): """ Handle processing when the result argument provided is an index slice. """ opts = dict(self.options) skip = opts.pop('skip', 0) limit = opts.pop('limit', None) py_to_couch_validate('skip', skip) py_to_c...
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def accept(self): '''Extracts raw value from form's raw data and passes it to converter''' value = self.raw_value if not self._check_value_type(value): # XXX should this be silent or TypeError? value = [] if self.multiple else self._null_value self.clean_value = s...
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def pile(args): """ %prog pile abedfile bbedfile > piles Call intersectBed on two bedfiles. """ from jcvi.utils.grouper import Grouper p = OptionParser(pile.__doc__) p.add_option("--minOverlap", default=0, type="int", help="Minimum overlap required [default: %default]") ...
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def reset_all_to_flows(self, force=False): """ Resets the IOSystem and all extensions to absolute flows This method calls reset_to_flows for the IOSystem and for all Extensions in the system. Parameters ---------- force: boolean, optional If True, reset to ...
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def matrix_element(ji, fi, mi, jj, fj, mj, II, reduced_matrix_element, q=None, numeric=True, convention=1): r"""Calculate a matrix element of the electric dipole (in the helicity basis). We calculate the matrix element for the cyclical transition of the D2 line in ...
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def select_files(self, what="o"): """ Helper function used to select the files of a task. Args: what: string with the list of characters selecting the file type Possible choices: i ==> input_file, o ==> output_file, ...
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def inspecting_client_factory(self, host, port, ioloop_set_to): """Return an instance of :class:`ReplyWrappedInspectingClientAsync` or similar Provided to ease testing. Dynamically overriding this method after instantiation but before start() is called allows for deep brain surgery. See ...
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def detect_gaps(dataframe, timestep, print_all=False, print_max=5, verbose=True): """checks if a given dataframe contains gaps and returns the number of gaps This funtion checks if a dataframe contains any gaps for a given temporal resolution that needs to be specified in seconds. The number of gaps de...
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def update_row(self, key, value): """Update a column named `header` in the table. If length of column is smaller than number of rows, lets say `k`, only the first `k` values in the column is updated. Parameters ---------- key : int or slice index of the row,...
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def writeMibObjects(self, *varBinds, **context): """Create, destroy or modify Managed Objects Instances. Given one or more py:class:`~pysnmp.smi.rfc1902.ObjectType` objects, create, destroy or modify all or none of the referenced Managed Objects Instances. If a non-existing Managed Ob...
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def finalize( self, already_done=None ): """Finalize our values (recursively) taken from our children""" if already_done is None: already_done = {} if already_done.has_key( self ): return True already_done[self] = True self.filter_children() childr...
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def dump_json(i): """ Input: { dict - dictionary (skip_indent) - if 'yes', skip indent (sort_keys) - if 'yes', sort keys } Output: { return - return code = 0, if successful > 0, ...
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def get_cond_latents_at_level(cond_latents, level, hparams): """Returns a single or list of conditional latents at level 'level'.""" if cond_latents: if hparams.latent_dist_encoder in ["conv_net", "conv3d_net"]: return [cond_latent[level] for cond_latent in cond_latents] elif hparams.latent_dist_encod...
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def _contains(self, hit): '''Returns True iff (the query contig is contained in the reference contig and the query contig is not flagged to be kept)''' return ( hit.qry_name not in self.contigs_to_keep and hit.qry_name != hit.ref_name and (100 * hit.hit_len...
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def get_categories(self, entry): """ Return the categories linked in HTML. """ try: return format_html_join( ', ', '<a href="{}" target="blank">{}</a>', [(category.get_absolute_url(), category.title) for category in entry.categ...
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def send_note(self, to, subject="", body="", noetid=""): """Send a note :param to: The username(s) that this note is to :param subject: The subject of the note :param body: The body of the note :param noetid: The UUID of the note that is being responded to """ ...
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def _save_pys(self, filepath): """Saves file as pys file and returns True if save success Parameters ---------- filepath: String \tTarget file path for xls file """ try: with Bz2AOpen(filepath, "wb", main_window=self.main_...
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def tree_prune_rank(self, tree, rank="species"): """Takes a TreeNode tree and prunes off any tips not at the specified rank and backwards up until all of the tips are at the specified rank. Parameters ---------- tree : `skbio.tree.TreeNode` The root node of the tree ...
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def init_db(drop_all=False, bind=engine): """Initialize the database, optionally dropping existing tables.""" try: if drop_all: Base.metadata.drop_all(bind=bind) Base.metadata.create_all(bind=bind) except OperationalError as err: msg = 'password authentication failed for ...
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def make_id(name): """ Create a random id combined with the creditor name. @return string consisting of name (truncated at 22 chars), -, 12 char rand hex string. """ name = re.sub(r'[^a-zA-Z0-9]', '', name) r = get_rand_string(12) if len(name) > 22: name = name[:22] return na...
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def calculate_slope_aspect(elevation, xres, yres, z=1.0, scale=1.0): """ Calculate slope and aspect map. Return a pair of arrays 2 pixels smaller than the input elevation array. Slope is returned in radians, from 0 for sheer face to pi/2 for flat ground. Aspect is returned in radians, counterclock...
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def _get_dbid2goids(associations): """Return gene2go data for user-specified taxids.""" id2gos = cx.defaultdict(set) for ntd in associations: id2gos[ntd.DB_ID].add(ntd.GO_ID) return dict(id2gos)
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def add_bboxes_to_image(image, bboxes, color='red', width=1): """ Draw rectangles on the image for the bounding boxes Returns a PIL.Image Arguments: image -- input image bboxes -- bounding boxes in the [((l, t), (r, b)), ...] format Keyword arguments: color -- color to draw the rectangle...
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def write(self, output_stream, kmip_version=enums.KMIPVersion.KMIP_2_0): """ Write the Attributes structure encoding to the data stream. Args: output_stream (stream): A data stream in which to encode Attributes structure data, supporting a write method. k...
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def set(self, style={}): """overrides style values at the current stack level""" _style = {} for attr in style: if attr in self.cmds and not style[attr] in self.cmds[attr]: print 'WARNING: ESC/POS PRINTING: ignoring invalid value: '+utfstr(style[attr])+' for style: '+...
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def is_closed(self): """ _check if the observation table is closed. Args: None Returns: tuple (bool, str): True if the observation table is closed and false otherwise. If the table is not closed the escaping string is returned. """ ...
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def prefix_to_addrmask(value, sep=" "): """ Converts a CIDR formatted prefix into an address netmask representation. Argument sep specifies the separator between the address and netmask parts. By default it's a single space. Examples: >>> "{{ '192.168.0.1/24|prefix_to_addrmask }}" -> "192.1...
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def update(self, attrs): """Return a copy of the current Heartbeat with updated attributes.""" data = self.dict() data.update(attrs) heartbeat = Heartbeat(data, self.args, self.configs, _clone=True) return heartbeat
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def set_cookie(self, kaka, request): """Returns a http_cookiejar.Cookie based on a set-cookie header line""" if not kaka: return part = urlparse(request.url) _domain = part.hostname logger.debug("%s: '%s'", _domain, kaka) for cookie_name, morsel in kaka.ite...
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def get_accuracy(self, scalar=None): """Num_True_Positive / Num_Samples""" # to get a Series instead of a dict: # (np.diag(c).astype(float) / c.T.sum()) # == pd.Series(self.sensitivity) if ((not self._scalar_stats and not scalar and self._num_classes > 2) or (...
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def call(corofunc, *args, **kwargs): """ :return: a delegator function that returns a coroutine object by calling ``corofunc(seed_tuple, *args, **kwargs)``. """ corofunc = _ensure_coroutine_function(corofunc) def f(seed_tuple): return corofunc(seed_tuple, *args, **kwargs) ...
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def select_build_worker(self, pos: Union[Unit, Point2, Point3], force: bool=False) -> Optional[Unit]: """Select a worker to build a bulding with.""" workers = self.workers.closer_than(20, pos) or self.workers for worker in workers.prefer_close_to(pos).prefer_idle: if not worker.orde...
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def get_context_data(self, **kwargs): """Includes the metrics slugs in the context.""" data = super(MetricsListView, self).get_context_data(**kwargs) # Metrics organized by category, like so: # { <category_name>: [ <slug1>, <slug2>, ... ]} data.update({'metrics': get_r().metric_...
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def list_commands(self, page_size=None): """ Lists the commands visible to this client. Commands are returned in lexicographical order. :rtype: :class:`.Command` iterator """ params = {} if page_size is not None: params['limit'] = page_size ...
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def _validate_labels(labels): """Check for empty labels in the middle of a label sequence, labels that are too long, and for too many labels. @raises NameTooLong: the name as a whole is too long @raises LabelTooLong: an individual label is too long @raises EmptyLabel: a label is empty (i.e. the root...
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def assert_tz_offset(tz): """Assert that system's timezone offset equals to the timezone offset found. If they don't match, we probably have a misconfiguration, for example, an incorrect timezone set in /etc/timezone file in systemd distributions.""" tz_offset = get_tz_offset(tz) system_offset = ge...
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def validate_filters(self, branchset_node, uncertainty_type, filters): """ See superclass' method for description and signature specification. Checks that the following conditions are met: * "sourceModel" uncertainties can not have filters. * Absolute uncertainties must have on...
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def delete(self, image_file, delete_thumbnails=True): """ Deletes the reference to the ``image_file`` and deletes the references to thumbnails as well as thumbnail files if ``delete_thumbnails`` is `True``. Does not delete the ``image_file`` is self. """ if delete_thumbna...
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def filled_out_template(filename, **substitutions): '''Return content of file filename with applied substitutions.''' res = None with open(filename, 'r') as fp: template = fp.read() res = filled_out_template_str(template, **substitutions) return res
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def switch_opt(default, shortname, help_msg): """Define a switchable ConfOpt. This creates a boolean option. If you use it in your CLI, it can be switched on and off by prepending + or - to its name: +opt / -opt. Args: default (bool): the default value of the swith option. shortname (s...
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def read_text_from_file(path: str) -> str: """ Reads text file contents """ with open(path) as text_file: content = text_file.read() return content
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def marshal( compoundSignature, variableList, startByte = 0, lendian=True ): """ Encodes the Python objects in variableList into the DBus wire-format matching the supplied compoundSignature. This function retuns a list of binary strings is rather than a single string to simplify the recursive marsha...
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def unpack_xml(text) -> ET.ElementTree: """Unpack an XML string from AniDB API.""" etree: ET.ElementTree = ET.parse(io.StringIO(text)) _check_for_errors(etree) return etree
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def _get_key_data(d, key): """ Generic function to grab dictionary data by key with error handling :return: """ d2 = "" try: d2 = d[key] except KeyError: logger_dataframes.info("get_key_data: KeyError: {}".format(key)) return d2
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def _release(level): """TODO: we should make sure that we are on master release""" version, comment = _new_version(level) if version is not None: run(['git', 'commit', str(VER_PATH.relative_to(BASE_PATH)), str(CHANGES_PATH.relative_to(BASE_PATH)), ...
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def plugins(self): """Lazily load iotile plugins only on demand. This is a slow operation on computers with a slow FS and is rarely accessed information, so only compute it when it is actually asked for. """ if self._plugins is None: self._plugins = {} ...
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def move_detections(label, dy, dx): """ Move detections in direction dx, dy. :param label: The label dict containing all detection lists. :param dy: The delta in y direction as a number. :param dx: The delta in x direction as a number. :return: """ for k in label.keys(): if k.st...
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def rest_api_exists(self, rest_api_id): # type: (str) -> bool """Check if an an API Gateway REST API exists.""" client = self._client('apigateway') try: client.get_rest_api(restApiId=rest_api_id) return True except client.exceptions.NotFoundException: ...
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def _proxy(self): """ Generate an instance context for the instance, the context is capable of performing various actions. All instance actions are proxied to the context :returns: InstalledAddOnExtensionContext for this InstalledAddOnExtensionInstance :rtype: twilio.rest.previ...
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def request_phone(cls, text, *, resize=None, single_use=None, selective=None): """ Creates a new button that will request the user's phone number upon being clicked. ``resize``, ``single_use`` and ``selective`` are documented in `text`. """ return c...
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def kl_divergence(res1, res2): """ Computes the `Kullback-Leibler (KL) divergence <https://en.wikipedia.org/wiki/Kullback-Leibler_divergence>`_ *from* the discrete probability distribution defined by `res2` *to* the discrete probability distribution defined by `res1`. Parameters ---------- ...
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def preview(self, n=10, k='items', kheader='displayLink', klink='link', kdescription='snippet'): """Print a preview of the search results. Args: n (int): Maximum number of search results to preview k (str): Key in :class:`api.results`.metadata to preview kheader (str): ...
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def components_for_entity(self, entity: int) -> Tuple[C, ...]: """Retrieve all Components for a specific Entity, as a Tuple. Retrieve all Components for a specific Entity. The method is probably not appropriate to use in your Processors, but might be useful for saving state, or passing ...
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def writeFromDict(dataDict, headers, csvFile): """ Write dictionary to a CSV, where keys are row numbers and values are a list. """ with open(csvFile, "wb") as f: writer = csv.writer(f, delimiter=",") writer.writerow(headers) for row in sorted(dataDict.keys()): writer.writerow(dataDict[row])
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def import_(module_name, backport=False): """ Pass a (potentially dotted) module name of a Python 3 standard library module. This function imports the module compatibly on Py2 and Py3 and returns the top-level module. Example use: >>> http = import_('http.client') >>> http = import_...
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def asset(path): """ Join the given path with the STATIC_URL setting. Usage:: {% static path [as varname] %} Examples:: {% static "myapp/css/base.css" %} {% static variable_with_path %} {% static "myapp/css/base.css" as admin_base_css %} {% static variable_wit...
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async def get_module_data(request): """ Query a module (by its serial number) for its live data """ hw = hw_from_req(request) requested_serial = request.match_info['serial'] res = None if ff.use_protocol_api_v2(): hw_mods = await hw.discover_modules() else: hw_mods = hw....
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def _shutdown_transport(self): """ Unwrap a Python 2.6 SSL socket, so we can call shutdown() """ if HAVE_PY26_SSL and (self.sslobj is not None): self.sock = self.sslobj.unwrap() self.sslobj = None
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def _build_pentameter_templates(self) -> List[str]: """Create pentameter templates.""" return [ # '-UU|-UU|-|-UU|-UU|X' self.constants.DACTYL + self.constants.DACTYL + self.constants.STRESSED + self.constants.DACTYL + self.constants.DACTYL + self.constants.OPTIONAL_E...
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def get_conventional_to_primitive_transformation_matrix(self, international_monoclinic=True): """ Gives the transformation matrix to transform a conventional unit cell to a primitive cell according to certain standards the standards are defined in Setyawan, W., & Curtarolo, S. (2010). ...
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def loglike_from_image(filename, offset): """ Get a log-like stream of RGB values from an image. Args: filename (str): The filename of a PNG image. offset (Number): If < 1, interpreted as proportion of way across the image. If > 1, interpreted as pixels from left. Returns: ...
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def delete(handler, item_id, id_name): """Delete an item""" data = {'operation': 'delete', 'id': item_id, 'id_name': id_name} handler.invoke(data)
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def _query(self, url, xpath): """Base query for an url and xpath Args: url (str): URL to search xpath (str): xpath to search (may be ``None``) """ return self.session.query(CachedRequest).filter(CachedRequest.url == url).filter(CachedRequest.xpath == xpath)
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def numchannels(samples:np.ndarray) -> int: """ return the number of channels present in samples samples: a numpy array as returned by sndread for multichannel audio, samples is always interleaved, meaning that samples[n] returns always a frame, which is either a single scalar for mono audio, ...
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def determine_tool(filepath, tool_to_get): """ Determine the tool to use for reading/writing. The function uses an internally defined set of mappings between filepaths, regular expresions and readers/writers to work out which tool to use for a given task, given the filepath. It is intended for...
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def regex_find(pattern, content): """Find the given 'pattern' in 'content'""" find = re.findall(pattern, content) if not find: cij.err("pattern <%r> is invalid, no matches!" % pattern) cij.err("content: %r" % content) return '' if len(find) >= 2: cij.err("pattern <%r> i...
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def find_objects(modules): """Find subclasses of `Object` and `ObjectSet` in the given modules. :param modules: The full *names* of modules to include. These modules MUST have been imported in advance. """ return { subclass.__name__: subclass for subclass in chain( g...
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def get_hash(path, form='sha256', chunk_size=65536): ''' Get the hash sum of a file This is better than ``get_sum`` for the following reasons: - It does not read the entire file into memory. - It does not return a string on error. The returned value of ``get_sum`` cannot really ...
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def __run_pre_all(self): """Execute the pre-all.py and pre-all.sql files if they exist""" # if the list of delta dirs is [delta1, delta2] the pre scripts of delta2 are # executed before the pre scripts of delta1 for d in reversed(self.dirs): pre_all_py_path = os.path.join(d...
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def update_server(self, datacenter_id, server_id, **kwargs): """ Updates a server with the parameters provided. :param datacenter_id: The unique ID of the data center. :type datacenter_id: ``str`` :param server_id: The unique ID of the server. :type ...
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def _modify_raw_data(sample_data, is_basepairs): """ Modify counts or base pairs according to `read_count_multiplier` or `base_count_multiplier`. """ return OrderedDict( (_modify_raw_val(x, is_basepairs), _modify_raw_val(y, is_basepairs)) for x, y in sample_data.items() )
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