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def get_image_path(repo_url, trailing_path): repo_url = repo_url.split()[-1].strip() if repo_url.endswith(): repo_url = repo_url[:-4] return "%s/%s" %(re.sub(,,repo_url), trailing_path)
get_image_path will determine an image path based on a repo url, removing any token, and taking into account urls that end with .git. :param repo_url: the repo url to parse: :param trailing_path: the trailing path (commit then hash is common)
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def add_deploy(state, deploy_func, *args, **kwargs): frameinfo = get_caller_frameinfo() kwargs[] = frameinfo for host in state.inventory: deploy_func(state, host, *args, **kwargs)
Prepare & add an deploy to pyinfra.state by executing it on all hosts. Args: state (``pyinfra.api.State`` obj): the deploy state to add the operation deploy_func (function): the operation function from one of the modules, ie ``server.user`` args/kwargs: passed to the operation funct...
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def _init_cycle_dict(self): dict_arr = np.zeros(self.epochs, dtype=int) length_arr = np.zeros(self.epochs, dtype=int) start_arr = np.zeros(self.epochs, dtype=int) c_len = self.cycle_len idx = 0 for i in range(self.cycles): current_start = idx ...
Populate a cycle dict
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def contributions_from_model_image_and_galaxy_image(self, model_image, galaxy_image, minimum_value=0.0): contributions = np.divide(galaxy_image, np.add(model_image, self.contribution_factor)) contributions = np.divide(contributions, np.max(contributions)) contributions[contributions < m...
Compute the contribution map of a galaxy, which represents the fraction of flux in each pixel that the \ galaxy is attributed to contain, scaled to the *contribution_factor* hyper-parameter. This is computed by dividing that galaxy's flux by the total flux in that pixel, and then scaling by the \ ...
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def intersect(a, b): if a[x0] == a[x1] or a[y0] == a[y1]: return False if b[x0] == b[x1] or b[y0] == b[y1]: return False return a[x0] <= b[x1] and b[x0] <= a[x1] and a[y0] <= b[y1] and b[y0] <= a[y1]
Check if two rectangles intersect
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def _set_bfd_static_route(self, v, load=False): if hasattr(v, "_utype"): v = v._utype(v) try: t = YANGDynClass(v,base=YANGListType("bfd_static_route_dest bfd_static_route_src",bfd_static_route.bfd_static_route, yang_name="bfd-static-route", rest_name="bfd-static-route", parent=self, is_containe...
Setter method for bfd_static_route, mapped from YANG variable /rbridge_id/vrf/address_family/ip/unicast/ip/route/static/bfd/bfd_static_route (list) If this variable is read-only (config: false) in the source YANG file, then _set_bfd_static_route is considered as a private method. Backends looking to populat...
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def info(self): info = {: , : self.verbose} info.update({:[term.info for term in self._terms]}) return info
get information about the terms in the term list Parameters ---------- Returns ------- dict containing information to duplicate the term list
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def RunMetadata(self, run, tag): accumulator = self.GetAccumulator(run) return accumulator.RunMetadata(tag)
Get the session.run() metadata associated with a TensorFlow run and tag. Args: run: A string name of a TensorFlow run. tag: A string name of the tag associated with a particular session.run(). Raises: KeyError: If the run is not found, or the tag is not available for the given run. ...
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def close(self, status=1000, reason=u): try: if self.closed is False: close_msg = bytearray() close_msg.extend(struct.pack("!H", status)) if _check_unicode(reason): close_msg.extend(reason.encode()) else: ...
Send Close frame to the client. The underlying socket is only closed when the client acknowledges the Close frame. status is the closing identifier. reason is the reason for the close.
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def _check_valid_condition(self, get_params): try: variable = get_params(self.variable) except: variable = None value = self.value if variable is None: return not self.default if isinstance(variable, bool): ...
Check if the condition has been met. We need to make sure that we are of the correct type.
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def query(self, tableClass, comparison=None, limit=None, offset=None, sort=None): if isinstance(tableClass, tuple): queryClass = MultipleItemQuery else: queryClass = ItemQuery return queryClass(self, tableClass, comparison, limit, offset, sort)
Return a generator of instances of C{tableClass}, or tuples of instances if C{tableClass} is a tuple of classes. Examples:: fastCars = s.query(Vehicle, axiom.attributes.AND( Vehicle.wheels == 4, Vehicle.maxKPH > 200), ...
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def import_module(self, name): if name not in self._objects: module = _import_module(name) self._objects[name] = module self._object_references[id(module)] = name return self._objects[name]
Import a module into the bridge.
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def get_raw(self, url: str, _attempt=1) -> requests.Response: with self.get_anonymous_session() as anonymous_session: resp = anonymous_session.get(url, stream=True) if resp.status_code == 200: resp.raw.decode_content = True return resp else: ...
Downloads a file anonymously. :raises QueryReturnedNotFoundException: When the server responds with a 404. :raises QueryReturnedForbiddenException: When the server responds with a 403. :raises ConnectionException: When download failed. .. versionadded:: 4.2.1
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def check_file(self, filename): if not exists(filename): return False new_config = ConfigResolverBase() new_config.read(filename) if self.version and not new_config.has_option(, ): raise NoVersionError( "The...
Check if ``filename`` can be read. Will return boolean which is True if the file can be read, False otherwise.
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def to_dict(self): if self.L is None: return { "mu": self.mu.tolist(), "Sigma": self.Sigma.tolist()} else: return { "mu": self.mu.tolist(), "Sigma": self.Sigma.tolist(), "L": self.L.tolist()}
Convert the object into a json serializable dictionary. Note: It uses the private method _save_to_input_dict of the parent. :return dict: json serializable dictionary containing the needed information to instantiate the object
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def coerce_author(value): if isinstance(value, Author): return value if not isinstance(value, string_types): msg = "Expected Author object or string as argument, got %s instead!" raise ValueError(msg % type(value)) raise ValueError(msg % value) return Auth...
Coerce strings to :class:`Author` objects. :param value: A string or :class:`Author` object. :returns: An :class:`Author` object. :raises: :exc:`~exceptions.ValueError` when `value` isn't a string or :class:`Author` object.
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def word_groups_for_language(language_code): if language_code not in LANGUAGE_CODES: message = .format(language_code) raise InvalidLanguageCodeException(message) return MATH_WORDS[language_code]
Return the math word groups for a language code. The language_code should be an ISO 639-2 language code. https://www.loc.gov/standards/iso639-2/php/code_list.php
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def signMessage(self, message): if (message.hasKey(OPENID_NS, ) or message.hasKey(OPENID_NS, )): raise ValueError() extant_handle = message.getArg(OPENID_NS, ) if extant_handle and extant_handle != self.handle: raise ValueError("Message has a differe...
Add a signature (and a signed list) to a message. @return: a new Message object with a signature @rtype: L{openid.message.Message}
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def extend_env(extra_env): env = os.environ.copy() env.update(extra_env) return env
Copies and extends the current environment with the values present in `extra_env`.
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def eval_grad(self): Ryf = self.eval_Rf(self.Yf) gradf = sl.inner(np.conj(self.Zf), Ryf, axis=self.cri.axisK) if self.cri.C > 1 and self.cri.Cd == 1: gradf = np.sum(gradf, axis=self.cri.axisC, keepdims=True) return gradf
Compute gradient in Fourier domain.
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def newbie(cls, *args, **kwargs): parser = cls(*args, **kwargs) subparser = parser.add_subparsers(dest=) parents = [parser.pparser, parser.output_parser] sparser = subparser.add_parser(, help=, parents=parents) parser.search_group = sparser.add_argument_group()...
Create a newbie class, with all the skills needed
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def form_field_definitions(self): schema = copy.deepcopy(form_field_definitions.user) uid, login = self._get_auth_attrs() if uid != login: field = schema.get(login, schema[]) if field[].find() == -1: field[] = % ( , field[]) ...
Hook optional_login extractor if necessary for form defaults.
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def read_adc_difference(self, differential): assert 0 <= differential <= 7, command = 0b10 << 6 command |= (differential & 0x07) << 3 resp = self._spi.transfer([command, 0x0, 0x0]) result = (resp[0] & 0x01...
Read the difference between two channels. Differential should be a value of: - 0: Return channel 0 minus channel 1 - 1: Return channel 1 minus channel 0 - 2: Return channel 2 minus channel 3 - 3: Return channel 3 minus channel 2 - 4: Return channel 4 minus chan...
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def getRenderers(filename): global available_renderers renderers = [] for rdrid, (renderer, module) in available_renderers.items(): try: priority = renderer.canRender(filename) except: print( % (rdrid, filename)) traceback.print_exc() prio...
For a given DP, returns a list of renderer ids giving the renderers that support the source file type
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def product_name(self): buf = (ctypes.c_char * self.MAX_BUF_SIZE)() self._dll.JLINKARM_EMU_GetProductName(buf, self.MAX_BUF_SIZE) return ctypes.string_at(buf).decode()
Returns the product name of the connected J-Link. Args: self (JLink): the ``JLink`` instance Returns: Product name.
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def set_chat_photo( self, chat_id: Union[int, str], photo: str ) -> bool: peer = self.resolve_peer(chat_id) if os.path.exists(photo): photo = types.InputChatUploadedPhoto(file=self.save_file(photo)) else: s = unpack("<qq", b64decode(p...
Use this method to set a new profile photo for the chat. Photos can't be changed for private chats. You must be an administrator in the chat for this to work and must have the appropriate admin rights. Note: In regular groups (non-supergroups), this method will only work if the "All...
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def notification_message(cls, item): assert isinstance(item, Notification) return cls.encode_payload(cls.request_payload(item, None))
Convert an RPCRequest item to a message.
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def mmGetCellTracePlot(self, cellTrace, cellCount, activityType, title="", showReset=False, resetShading=0.25): plot = Plot(self, title) resetTrace = self.mmGetTraceResets().data data = numpy.zeros((cellCount, 1)) for i in xrange(len(cellTrace)): if showReset a...
Returns plot of the cell activity. Note that if many timesteps of activities are input, matplotlib's image interpolation may omit activities (columns in the image). @param cellTrace (list) a temporally ordered list of sets of cell activities @param cellCount (i...
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def features(self): if self._features is None: metadata = self.metadata() if "features" in metadata: self._features = metadata["features"] else: self._features = [] return self._features
lazy fetch and cache features
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def to_keypoints(self): from imgaug.augmentables.kps import Keypoint return [Keypoint(x=x, y=y) for (x, y) in self.coords]
Convert the line string points to keypoints. Returns ------- list of imgaug.augmentables.kps.Keypoint Points of the line string as keypoints.
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def read_data_sets(train_dir, data_type="train"): TRAIN_IMAGES = TRAIN_LABELS = TEST_IMAGES = TEST_LABELS = if data_type == "train": local_file = base.maybe_download(TRAIN_IMAGES, train_dir, SOURCE_URL + TRAIN_IMAGES) with open(local...
Parse or download mnist data if train_dir is empty. :param: train_dir: The directory storing the mnist data :param: data_type: Reading training set or testing set.It can be either "train" or "test" :return: ``` (ndarray, ndarray) representing (features, labels) features is a 4D unit8 numpy a...
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def get_folder_details(self, folder): created_by303447created_on2017-03-21T14:06:32.293902Zdescriptionentity_typefoldermodified_by303447modified_on2017-03-21T14:06:32.293967Znamemyfolderparent3abd8742-d069-44cf-a66b-2370df74a682uuid2516442e-1e26-4de1-8ed8-94523224cc40 if not is_valid_uuid(folder): ...
Get information on a given folder. Args: folder (str): The UUID of the requested folder. Returns: A dictionary of the folder details if found:: { u'created_by': u'303447', u'created_on': u'2017-03-21T14:06:32.293902Z', ...
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def in_filter_get(self, address): func_name = param = { neighbors.IP_ADDRESS: address, } return call(func_name, **param)
This method gets in-bound filters of the specified neighbor. ``address`` specifies the IP address of the neighbor. Returns a list object containing an instance of Filter sub-class
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def list_containers_info(self, limit=None, marker=None): return self._manager.list_containers_info(limit=limit, marker=marker)
Returns a list of info on Containers. For each container, a dict containing the following keys is returned: \code name - the name of the container count - the number of objects in the container bytes - the total bytes in the container
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def mget(self, keys, *args): args = list_or_args(keys, args) options = {} if not args: options[EMPTY_RESPONSE] = [] return self.execute_command(, *args, **options)
Returns a list of values ordered identically to ``keys``
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def set(self, section, key, value): value_type = str if self.has_option(section, key): descr, value_type, default = self.get_description(section, key) if value_type != type(value): if value_type == bool: if ((type(value) in string_types and ...
Set the value for a key in the given section. It will check the type of the value if it is available. If the value is not from the given type it will be transformed to the type. An exception will be thrown if there is a problem with the conversion. @param sec...
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def launch_subshell(self, shell_cls, cmd, args, *, prompt = None, context = {}): readline.write_history_file(self.history_fname) prompt = prompt if prompt else shell_cls.__name__ mode = _ShellBase._Mode( shell = self, cmd = cmd, ...
Launch a subshell. The doc string of the cmdloop() method explains how shell histories and history files are saved and restored. The design of the _ShellBase class encourage launching of subshells through the subshell() decorator function. Nonetheless, the user has the option o...
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def handle_error(self, message: str, e: mastodon.MastodonError) -> OutputRecord: self.lerror(f"Got an error! {e}") try: code = e[0]["code"] if code in self.handled_errors: self.handled_errors[code] else: pass ...
Handle error while trying to do something.
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def get_child(self, child_name): child = self.children.get(child_name, None) if child: return child raise ValueError("Value {} not in this tree".format(child_name))
returns the object with the name supplied
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def update_configurable(self, configurable_class, name, config): configurable_class_name = configurable_class.__name__.lower() logger.info( "updating %s: ", configurable_class_name, name ) registry = self.registry_for(configurable_class) if name not in reg...
Callback fired when a configurable instance is updated. Looks up the existing configurable in the proper "registry" and `apply_config()` is called on it. If a method named "on_<configurable classname>_update" is defined it is called in the work pool and passed the configurable's name, ...
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def get_stream(self, bucket, label, as_stream=True): if self.mode == "w": raise OFSException("Cannot read from archive in mode") elif self.exists(bucket, label): fn = self._zf(bucket, label) if as_stream: return self.z.open(fn) el...
Get a bitstream for the given bucket:label combination. :param bucket: the bucket to use. :return: bitstream as a file-like object
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def _set_suffix_links(self): self._suffix_links_set = True for current, parent in self.bfs(): if parent is None: continue current.longest_prefix = parent.longest_prefix if parent.has_value: current.longest_prefix =...
Sets all suffix links in all nodes in this trie.
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def add_tunnel_port(self, name, tunnel_type, remote_ip, local_ip=None, key=None, ofport=None): options = % locals() if key: options += % locals() if local_ip: options += % locals() args = [, name, % tunnel_type, ...
Creates a tunnel port. :param name: Port name to be created :param tunnel_type: Type of tunnel (gre or vxlan) :param remote_ip: Remote IP address of tunnel :param local_ip: Local IP address of tunnel :param key: Key of GRE or VNI of VxLAN :param ofport: Requested OpenFlo...
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def _unicode(p): q = {} for tag in p: vals = [] for v in p[tag]: if type(v) is not str: v = v.decode() vals.append(v) if type(tag) is not str: ...
Used when force_unicode is True (default), the tags and values in the dict will be coerced as 'str' (or 'unicode' with Python2). In Python3 they can otherwise end up as a mixtures of 'str' and 'bytes'.
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def enumerate(self, **kwargs): for item in self.set.enumerate(**kwargs): yield flattened(item)
Iterate through all possible sequences (lists). By default, will stop after 50 items have been yielded. This value can be change by supplying a different value via the max_enumerate kwarg.
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def _fetch_AlignmentMapper(self, tx_ac, alt_ac=None, alt_aln_method=None): if alt_ac is None: alt_ac = self._alt_ac_for_tx_ac(tx_ac) if alt_aln_method is None: alt_aln_method = self.alt_aln_method return super(AssemblyMapper, self)._fetch_AlignmentMapper(tx_ac, ...
convenience version of VariantMapper._fetch_AlignmentMapper that derives alt_ac from transcript, assembly, and alt_aln_method used to instantiate the AssemblyMapper instance
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def retrieve_tmpl(args): password = get_password(args) token = connect.get_token(args.username, password, args.server) if args.__dict__.get(): template = args.template processing.get_template(args.server, token, template) else: processing.get_all_template...
Retrieve template. Argument: args: arguments object
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def server_rules(self): sftp = self.client.open_sftp() try: rule_path = self.rule_location try: stat_entry = sftp.stat(rule_path) if stat.S_ISDIR(stat_entry.st_mode): sftp.rmdir(rule_path) return [] ...
Reads the server rules from the client and returns it.
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def render_services_ctrl(self, request): urls = self.Urls() urls.auth_activate = urls.auth_deactivate = urls.auth_reset_password = urls.auth_set_password = return render_to_string(self.service_ctrl_template, { : self.title, : urls, ...
Example for rendering the service control panel row You can override the default template and create a custom one if you wish. :param request: :return:
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def _move_to_top(self, pos): if pos > 0: self.queue.rotate(-pos) item = self.queue.popleft() self.queue.rotate(pos) self.queue.appendleft(item)
Move element at given position to top of queue.
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def _do(self, cmd, *args, **kwargs): handle_out = kwargs.get(, _flush_write_stdout) if self._autosync_dirs: mlabraw.eval(self._session, "cd();" % os.getcwd().replace("noutarg%d__;show[%s]=%s;castt cast: 0 nout") return kwargs[](res) els...
Semi-raw execution of a matlab command. Smartly handle calls to matlab, figure out what to do with `args`, and when to use function call syntax and not. If no `args` are specified, the ``cmd`` not ``result = cmd()`` form is used in Matlab -- this also makes literal Matlab commands lega...
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def speech_src(self): if self.src: return self.src elif self.parent: return self.parent.speech_src() else: return None
Retrieves the URL/filename of the audio or video file associated with the element. The source is inherited from ancestor elements if none is specified. For this reason, always use this method rather than access the ``src`` attribute directly. Returns: str or None if not found
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def orchestration_save(self, mode="shallow", custom_params=None): save_params = {: , : , : True} params = dict() if custom_params: params = jsonpickle.decode(custom_params) save_params.update(params.get(, {})) save_params[] = self.get_path(save_params[]) ...
Orchestration Save command :param mode: :param custom_params: json with all required action to configure or remove vlans from certain port :return Serialized OrchestrationSavedArtifact to json :rtype json
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def start_exp(): if not (( in request.args) and ( in request.args) and ( in request.args) and ( in request.args)): raise ExperimentError() hit_id = request.args[] assignment_id = request.args[] worker_id = request.args[] mode = request.args[] app.logger.info("Accessing /...
Serves up the experiment applet.
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def build_block(self): header_bytes = self.block_header.SerializeToString() block = Block(header=header_bytes, header_signature=self._header_signature) block.batches.extend(self.batches) return block
Assembles the candidate block into it's finalized form for broadcast.
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def _discover_ontology(ontology_path): last_part = os.path.split(os.path.abspath(ontology_path))[1] possible_patterns = [last_part, last_part.lower()] if not last_part.endswith(): possible_patterns.append(last_part + ) places = [os.path.join(current_app.instance_path, "classifier"), ...
Look for the file in known places. :param ontology: path name or url :type ontology: str :return: absolute path of a file if found, or None
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def compute_chunksize(df, num_splits, default_block_size=32, axis=None): if axis == 0 or axis is None: row_chunksize = get_default_chunksize(len(df.index), num_splits) row_chunksize = max(1, row_chunksize, default_block_size) if axis == 0: return row_chunks...
Computes the number of rows and/or columns to include in each partition. Args: df: The DataFrame to split. num_splits: The maximum number of splits to separate the DataFrame into. default_block_size: Minimum number of rows/columns (default set to 32x32). axis: The axis to split. (0:...
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def get_devices(self, refresh=False): if refresh or self._devices is None: if self._devices is None: self._devices = {} _LOGGER.info("Updating all devices...") response = self.send_request("get", CONST.DEVICES_URL) response_object = json....
Get all devices from Abode.
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def get_vowel(syll): syll return re.search(r, syll, flags=FLAGS).group(1).upper()
Return the firstmost vowel in 'syll'.
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def _chunk(self, size): items = self.items return [items[i:i + size] for i in range(0, len(items), size)]
Chunk the underlying collection. :param size: The chunk size :type size: int :rtype: Collection
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def kernel(x1, x2, method=, sigma=1, **kwargs): if method.lower() in [, , ]: K = np.exp(-dist(x1, x2) / (2 * sigma**2)) return K
Compute kernel matrix
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def register(self, command: str, handler: Any): if not command.startswith("/"): command = f"/{command}" LOG.info("Registering %s to %s", command, handler) self._routes[command].append(handler)
Register a new handler for a specific slash command Args: command: Slash command handler: Callback
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def _add_default_source(self): if self.modname: if self._package_path: filename = os.path.join(self._package_path, DEFAULT_FILENAME) if os.path.isfile(filename): self.add(ConfigSource(load_yaml(filename), filename, True))
Add the package's default configuration settings. This looks for a YAML file located inside the package for the module `modname` if it was given.
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def get_log_entry_log_session(self, proxy): if not self.supports_log_entry_log(): raise errors.Unimplemented() return sessions.LogEntryLogSession(proxy=proxy, runtime=self._runtime)
Gets the session for retrieving log entry to log mappings. arg: proxy (osid.proxy.Proxy): a proxy return: (osid.logging.LogEntryLogSession) - a ``LogEntryLogSession`` raise: NullArgument - ``proxy`` is ``null`` raise: OperationFailed - unable to complete request ...
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def _decrypt(self, rj, token): if self.iss: keys = self.key_jar.get_jwt_decrypt_keys(rj.jwt, aud=self.iss) else: keys = self.key_jar.get_jwt_decrypt_keys(rj.jwt) return rj.decrypt(token, keys=keys)
Decrypt an encrypted JsonWebToken :param rj: :py:class:`cryptojwt.jwe.JWE` instance :param token: The encrypted JsonWebToken :return:
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def get_value(self, tau): tau = np.asarray(tau) (alpha_real, beta_real, alpha_complex_real, alpha_complex_imag, beta_complex_real, beta_complex_imag) = self.coefficients k = get_kernel_value( alpha_real, beta_real, alpha_complex_real, alpha_complex_imag,...
Compute the value of the term for an array of lags Args: tau (array[...]): An array of lags where the term should be evaluated. Returns: The value of the term for each ``tau``. This will have the same shape as ``tau``.
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def pick_input_v1(self): flu = self.sequences.fluxes.fastaccess inl = self.sequences.inlets.fastaccess flu.input = 0. for idx in range(inl.len_total): flu.input += inl.total[idx][0]
Updates |Input| based on |Total|.
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def setMaximumHeight(self, height): super(XView, self).setMaximumHeight(height) if ( not self.signalsBlocked() ): self.sizeConstraintChanged.emit()
Sets the maximum height value to the inputed height and emits the \ sizeConstraintChanged signal. :param height | <int>
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def encapsulate_processing(object): @functools.wraps(object) def encapsulate_processing_wrapper(*args, **kwargs): RuntimeGlobals.engine._Umbra__store_processing_state() RuntimeGlobals.engine.stop_processing(warning=False) try: return object(*args, **kwargs) ...
Encapsulates a processing operation. :param object: Object to decorate. :type object: object :return: Object. :rtype: object
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def set_stream(self, stream_id): self._group[] = stream_id yield from self._server.group_stream(self.identifier, stream_id) _LOGGER.info(, stream_id, self.friendly_name)
Set group stream.
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def list_queues(region, opts=None, user=None): * out = _run_aws(, region, opts, user) ret = { : 0, : out[], } return ret
List the queues in the selected region. region Region to list SQS queues for opts : None Any additional options to add to the command line user : None Run hg as a user other than what the minion runs as CLI Example: salt '*' aws_sqs.list_queues <region>
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def get_works(self): Work = self._session.get_class(surf.ns.EFRBROO[]) return list(Work.all())
Return the author's works. :return: a list of `HucitWork` instances.
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def load_url(self, url, force=False, reload_seconds=0, callback_function=None): def launch_callback(): should_reload = not force and reload_seconds not in (0, None) reload_milliseconds = (0 if not should_reload els...
Starts loading a URL with an optional reload time in seconds. Setting force to True may load pages which block iframe embedding, but will prevent reload from working and will cause calls to load_url() to reload the app.
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def end_node(self): return db.cypher_query("MATCH (aNode) " "WHERE id(aNode)={nodeid} " "RETURN aNode".format(nodeid=self._end_node_id), resolve_objects = True)[0][0][0]
Get end node :return: StructuredNode
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def concat(self, to_concat, new_axis): non_empties = [x for x in to_concat if len(x) > 0] if len(non_empties) > 0: blocks = [obj.blocks[0] for obj in non_empties] if len({b.dtype for b in blocks}) == 1: new_block = blocks[0].concat_same_type(blo...
Concatenate a list of SingleBlockManagers into a single SingleBlockManager. Used for pd.concat of Series objects with axis=0. Parameters ---------- to_concat : list of SingleBlockManagers new_axis : Index of the result Returns ------- SingleBloc...
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def _recordAndPrintHeadline(self, test, error_class, artifact): is_error_class = False for cls, (storage, label, is_failure) in self.errorClasses.items(): if isclass(error_class) and issubclass(error_class, cls): if is_failure: ...
Record that an error-like thing occurred, and print a summary. Store ``artifact`` with the record. Return whether the test result is any sort of failure.
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def matchingfiles(self, projectpath): results = [] if projectpath[-1] == : inputpath = projectpath + else: inputpath = projectpath + for linkf,realf in clam.common.util.globsymlinks(inputpath + + self.id + ): seqnr = int(linkf.split()[-1]...
Checks if the input conditions are satisfied, i.e the required input files are present. We use the symbolic links .*.INPUTTEMPLATE.id.seqnr to determine this. Returns a list of matching results (seqnr, filename, inputtemplate).
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def register(self, app, options, first_registration=False): self.jsonrpc_site = options.get() self._got_registered_once = True state = self.make_setup_state(app, options, first_registration) if self.has_static_folder and \ not self.name + in state.app.view_funct...
Called by :meth:`Flask.register_blueprint` to register a blueprint on the application. This can be overridden to customize the register behavior. Keyword arguments from :func:`~flask.Flask.register_blueprint` are directly forwarded to this method in the `options` dictionary.
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def create(cls, name, ncpus=None): try: return cls._predictors[name.lower()](ncpus=ncpus) except KeyError: raise Exception("Unknown class")
Create a Moap instance based on the predictor name. Parameters ---------- name : str Name of the predictor (eg. Xgboost, BayesianRidge, ...) ncpus : int, optional Number of threads. Default is the number specified in the config. Returns ...
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def is_sufficient(self, device): sufficient = True if (self.min_vram is not None) and (device.vram < self.min_vram): sufficient = False return sufficient
Returns whether the device is sufficient for this requirement. :param device: A GPUDevice instance. :type device: GPUDevice :return: True if the requirement is fulfilled otherwise False
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def to_unicode(value): if isinstance(value, _TO_UNICODE_TYPES): return value if not isinstance(value, bytes): raise TypeError( "Expected bytes, unicode, or None; got %r" % type(value)) return value.decode("utf-8")
Converts a string argument to a unicode string. If the argument is already a unicode string or None, it is returned unchanged. Otherwise it must be a byte string and is decoded as utf8.
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def state_set(self, state, use_active_range=False): self.description = state[] if use_active_range: self._index_start, self._index_end = state[] self._length_unfiltered = self._index_end - self._index_start if in state: for old, new in state[]: ...
Sets the internal state of the df Example: >>> import vaex >>> df = vaex.from_scalars(x=1, y=2) >>> df # x y r 0 1 2 2.23607 >>> df['r'] = (df.x**2 + df.y**2)**0.5 >>> state = df.state_get() >>> state {'active_rang...
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def _clean_frequency(frequency): if isinstance(frequency, int): return frequency elif isinstance(frequency, datetime.timedelta): return int(frequency.total_seconds()) raise ValueError(.format(frequency))
Converts a frequency value to an integer. Raises an error if an invalid type is given. :param frequency: A frequency :type frequency: int or datetime.timedelta :rtype: int
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def get_encoding_from_headers(headers): content_type = headers.get() if not content_type: return None content_type, params = cgi.parse_header(content_type) if in params: return params[].strip("'\"")
Returns encodings from given HTTP Header Dict. :param headers: dictionary to extract encoding from.
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def warn(self, collection): super(CodeElement, self).warn(collection) if not "implicit none" in self.modifiers: collection.append("WARNING: implicit none not set in {}".format(self.name))
Checks the module for documentation and best-practice warnings.
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def with_tz(request): dt = datetime.now() t = Template() c = RequestContext(request) response = t.render(c) return HttpResponse(response)
Get the time with TZ enabled
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def json(self): data = { "segment_name": self.segment_name, "formula": self.formula, "warnings": [w.json() for w in self.warnings], "model_params": self.model_params, } return data
Return a JSON-serializable representation of this result. The output of this function can be converted to a serialized string with :any:`json.dumps`.
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def convert_nsarg( nsarg: str, api_url: str = None, namespace_targets: Mapping[str, List[str]] = None, canonicalize: bool = False, decanonicalize: bool = False, ) -> str: if not api_url: api_url = config["bel_api"]["servers"]["api_url"] if not api_url: log.error...
[De]Canonicalize NSArg Args: nsarg (str): bel statement string or partial string (e.g. subject or object) api_url (str): BEL.bio api url to use, e.g. https://api.bel.bio/v1 namespace_targets (Mapping[str, List[str]]): formatted as in configuration file example canonicalize (bool): u...
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def _dist_obs_oracle(oracle, query, trn_list): a = np.subtract(query, [oracle.f_array[t] for t in trn_list]) return (a * a).sum(axis=1)
A helper function calculating distances between a feature and frames in oracle.
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def set_speech_ssml(self, ssml): self.response.outputSpeech.type = self.response.outputSpeech.ssml = ssml
Set response output speech as SSML type. Args: ssml: str. Response speech used when type is 'SSML', should be formatted with Speech Synthesis Markup Language. Cannot exceed 8,000 characters.
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def _fake_enumerateclassnames(self, namespace, **params): self._validate_namespace(namespace) classname = params.get(, None) if classname: assert(isinstance(classname, CIMClassName)) if not self._class_exists(classname.classname, namespace): rai...
Implements a mock server responder for :meth:`~pywbem.WBEMConnection.EnumerateClassNames`. Enumerates the classnames of the classname in the 'classname' parameter or from the top of the tree if 'classname is None. Returns: return tuple including list of classnames ...
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def file_code(function_index=1, function_name=None): info = function_info(function_index + 1, function_name) with open(info[], ) as fn: return fn.read()
This will return the code of the calling function function_index of 2 will give the parent of the caller function_name should not be used with function_index :param function_index: int of how many frames back the program should look :param function_name: str of what function to look for :return: st...
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def read_word(self, offset): self._lock = True if(offset > self.current_max_offset): raise BUSError("Offset({}) exceeds address space of BUS({})".format(offset, self.current_max_offset)) self.reads += 1 for addresspace, device in self.index.items(): if(offset in addresspace): if(self.debug > 5): ...
.. _read_word: Read one word from a device. The offset is ``device_addr + device_offset``, e.g.:: offset = 3 # third word of the device offset += addr2 b.read_word(offset) # reads third word of d2. Truncates the value according to ``width``. May raise BUSError_, if the offset exceeds the address...
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def load_np(self, imname, data_np, imtype, header): load_buffer = self._client.lookup_attr() return load_buffer(imname, self._chname, Blob(data_np.tobytes()), data_np.shape, str(data_np.dtype), header, {...
Display a numpy image buffer in a remote Ginga reference viewer. Parameters ---------- imname : str A name to use for the image in the reference viewer. data_np : ndarray This should be at least a 2D Numpy array. imtype : str Image type--cur...
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def _cutout_psf(self, image, subgrid_res): self._init_mask_psf() return image[self._x_min_psf*subgrid_res:(self._x_max_psf+1)*subgrid_res, self._y_min_psf*subgrid_res:(self._y_max_psf+1)*subgrid_res]
cutout the part of the image relevant for the psf convolution :param image: :return:
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def new_db_from_pandas(self, frame, table=None, data=None, load=True, **kwargs): from ..orm import Column with self.bundle.session: sch = self.bundle.schema t = sch.new_table(table) if frame.index.name: id_name = frame.ind...
Create a new db partition from a pandas data frame. If the table does not exist, it will be created
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def create(self, campaign_id, data, **queryparams): self.campaign_id = campaign_id if not in data: raise KeyError() response = self._mc_client._post(url=self._build_path(campaign_id, ), data=data, **queryparams) if response is not None: self.feedback_id ...
Add feedback on a specific campaign. :param campaign_id: The unique id for the campaign. :type campaign_id: :py:class:`str` :param data: The request body parameters :type data: :py:class:`dict` data = { "message": string* } :param queryparams: The que...
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def list_instances(self, hourly=True, monthly=True, tags=None, cpus=None, memory=None, hostname=None, domain=None, local_disk=None, datacenter=None, nic_speed=None, public_ip=None, private_ip=None, **kwargs): if not in kwargs: ...
Retrieve a list of all virtual servers on the account. Example:: # Print out a list of hourly instances in the DAL05 data center. for vsi in mgr.list_instances(hourly=True, datacenter='dal05'): print vsi['fullyQualifiedDomainName'], vsi['primaryIpAddress'] ...
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def describe_batch_predictions(FilterVariable=None, EQ=None, GT=None, LT=None, GE=None, LE=None, NE=None, Prefix=None, SortOrder=None, NextToken=None, Limit=None): pass
Returns a list of BatchPrediction operations that match the search criteria in the request. See also: AWS API Documentation :example: response = client.describe_batch_predictions( FilterVariable='CreatedAt'|'LastUpdatedAt'|'Status'|'Name'|'IAMUser'|'MLModelId'|'DataSourceId'|'DataURI', ...
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def lsb_release(self, loglevel=logging.DEBUG): shutit = self.shutit d = {} self.send(ShutItSendSpec(self, send=, check_exit=False, echo=False, loglevel=loglevel, ...
Get distro information from lsb_release.