code
stringlengths
51
2.38k
docstring
stringlengths
4
15.2k
def get_summary(session): profile = get_profile(session) return { 'user': { 'email': profile['userProfile']['eMail'], 'name': '{} {}'.format(profile['userProfile']['firstName'], profile['userProfile']['lastName']) }, 'vehicles': ...
Get vehicle summary.
def init(directory): username = click.prompt("Input your username") password = click.prompt("Input your password", hide_input=True, confirmation_prompt=True) log_directory = click.prompt("Input your log directory") if not path.exists(log_directory): sys.exit("Invalid ...
Init the config fle.
def select(table, cols="*", where=(), group="", order=(), limit=(), **kwargs): where = dict(where, **kwargs).items() sql, args = makeSQL("SELECT", table, cols, where, group, order, limit) return execute(sql, args)
Convenience wrapper for database SELECT.
def set_token(self, token): self.token = token self.set_header( 'Authorization', "Bearer {}".format(token) )
Set the token for the v20 context Args: token: The token used to access the v20 REST api
def sg_input(shape=None, dtype=sg_floatx, name=None): r if shape is None: return tf.placeholder(dtype, shape=None, name=name) else: if not isinstance(shape, (list, tuple)): shape = [shape] return tf.placeholder(dtype, shape=[None] + list(shape), name=name)
r"""Creates a placeholder. Args: shape: A tuple/list of integers. If an integers is given, it will turn to a list. dtype: A data type. Default is float32. name: A name for the placeholder. Returns: A wrapped placeholder `Tensor`.
def add_column(self, func, name=None, show=True): assert func name = name or func.__name__ if name == '<lambda>': raise ValueError("Please provide a valid name for " + name) d = {'func': func, 'show': show, } self._columns[name] = d d...
Add a column function which takes an id as argument and returns a value.
def makeCys(segID, N, CA, C, O, geo): CA_CB_length=geo.CA_CB_length C_CA_CB_angle=geo.C_CA_CB_angle N_C_CA_CB_diangle=geo.N_C_CA_CB_diangle CB_SG_length= geo.CB_SG_length CA_CB_SG_angle= geo.CA_CB_SG_angle N_CA_CB_SG_diangle= geo.N_CA_CB_SG_diangle carbon_b= calculateCoordinates(N, C, CA, CA...
Creates a Cysteine residue
def get_brizo_url(config): brizo_url = 'http://localhost:8030' if config.has_option('resources', 'brizo.url'): brizo_url = config.get('resources', 'brizo.url') or brizo_url brizo_path = '/api/v1/brizo' return f'{brizo_url}{brizo_path}'
Return the Brizo component url. :param config: Config :return: Url, str
def destroy(self): if self.client: self.client.setWebView(self.widget, None) del self.client super(AndroidWebView, self).destroy()
Destroy the client
def transform_aglistener_output(result): from collections import OrderedDict from msrestazure.tools import parse_resource_id try: resource_group = getattr(result, 'resource_group', None) or parse_resource_id(result.id)['resource_group'] output = OrderedDict([('id', result.id), ...
Transforms the result of Availability Group Listener to eliminate unnecessary parameters.
def dist(x1, x2=None, metric='sqeuclidean', to_numpy=True): if x2 is None: x2 = x1 if metric == "sqeuclidean": return euclidean_distances(x1, x2, squared=True, to_numpy=to_numpy) elif metric == "euclidean": return euclidean_distances(x1, x2, squared=False, to_numpy=to_numpy) else...
Compute distance between samples in x1 and x2 on gpu Parameters ---------- x1 : np.array (n1,d) matrix with n1 samples of size d x2 : np.array (n2,d), optional matrix with n2 samples of size d (if None then x2=x1) metric : str Metric from 'sqeuclidean', 'euclidean', R...
def get_network(self): ref_key = self.ref_key if ref_key == 'NETWORK': return self.network elif ref_key == 'NODE': return self.node.network elif ref_key == 'LINK': return self.link.network elif ref_key == 'GROUP': return self.group....
Get the network that this resource attribute is in.
def setup_address(self, name, address=default, transact={}): owner = self.setup_owner(name, transact=transact) self._assert_control(owner, name) if is_none_or_zero_address(address): address = None elif address is default: address = owner elif is_binary_add...
Set up the name to point to the supplied address. The sender of the transaction must own the name, or its parent name. Example: If the caller owns ``parentname.eth`` with no subdomains and calls this method with ``sub.parentname.eth``, then ``sub`` will be created as part of thi...
def plot_point(self, x, y, visible=True, color='black', size=5): xp = (self.px_x * (x - self.x_min)) / self.x_tick yp = (self.px_y * (self.y_max - y)) / self.y_tick coord = 50 + xp, 50 + yp if visible: size = int(size/2) if int(size/2) > 1 else 1 x, y = coord ...
Places a single point on the grid :param x: the x coordinate :param y: the y coordinate :param visible: True if the individual point should be visible :param color: the color of the point :param size: the point size in pixels :return: The absolute coordinates as a tuple
def load_fileobj(fileobj, gz = None, xmldoc = None, contenthandler = None): fileobj = MD5File(fileobj) md5obj = fileobj.md5obj if gz or gz is None: fileobj = RewindableInputFile(fileobj) magic = fileobj.read(2) fileobj.seek(0, os.SEEK_SET) if gz or magic == '\037\213': fileobj = gzip.GzipFile(mode = "rb",...
Parse the contents of the file object fileobj, and return the contents as a LIGO Light Weight document tree. The file object does not need to be seekable. If the gz parameter is None (the default) then gzip compressed data will be automatically detected and decompressed, otherwise decompression can be forced on ...
def _get_client_fqdn(self, client_info_contents): yamldict = yaml.safe_load(client_info_contents) fqdn = yamldict['system_info']['fqdn'] client_id = yamldict['client_id'].split('/')[1] return client_id, fqdn
Extracts a GRR client's FQDN from its client_info.yaml file. Args: client_info_contents: The contents of the client_info.yaml file. Returns: A (str, str) tuple representing client ID and client FQDN.
def set(self, instance, value, **kw): ref = [] if api.is_uid(value): ref.append(value) if u.is_dict(value): ref = ref.append(value.get("uid")) if api.is_at_content(value): ref.append(value) if u.is_list(value): for item in value: ...
Set the value of the uid reference field
def scale(cls, *scaling): if len(scaling) == 1: sx = sy = float(scaling[0]) else: sx, sy = scaling return tuple.__new__(cls, (sx, 0.0, 0.0, 0.0, sy, 0.0, 0.0, 0.0, 1.0))
Create a scaling transform from a scalar or vector. :param scaling: The scaling factor. A scalar value will scale in both dimensions equally. A vector scaling value scales the dimensions independently. :type scaling: float or sequence :rtype: Affine
def certs(self): certstack = libcrypto.CMS_get1_certs(self.ptr) if certstack is None: raise CMSError("getting certs") return StackOfX509(ptr=certstack, disposable=True)
List of the certificates contained in the structure
def find_multiplex_by_name(self, multiplex_name: str) -> Multiplex: for multiplex in self.multiplexes: if multiplex.name == multiplex_name: return multiplex raise AttributeError(f'multiplex "{multiplex_name}" does not exist')
Find and return a multiplex in the influence graph with the given name. Raise an AttributeError if there is no multiplex in the graph with the given name.
def check_data(self): assert os.path.exists(self.data_fp) if gis: with fiona.drivers(): with fiona.open(self.faces_fp) as src: assert src.meta gpkg_hash = json.load(open(self.data_fp))['metadata']['sha256'] assert gpkg_hash == sha256(self.f...
Check that definitions file is present, and that faces file is readable.
def read_raw_parser_conf(data: str) -> dict: config = configparser.ConfigParser(allow_no_value=True) config.read_string(data) try: _data: dict = dict(config["commitizen"]) if "files" in _data: files = _data["files"] _f = json.loads(files) _data.update({"fi...
We expect to have a section like this ``` [commitizen] name = cz_jira files = [ "commitizen/__version__.py", "pyproject.toml" ] # this tab at the end is important ```
def to_path_globs(self, relpath, conjunction): return PathGlobs( include=tuple(os.path.join(relpath, glob) for glob in self._file_globs), exclude=tuple(os.path.join(relpath, exclude) for exclude in self._excluded_file_globs), conjunction=conjunction)
Return a PathGlobs representing the included and excluded Files for these patterns.
def __create_image(self, inpt, hashfun): if hashfun not in generator.HASHES.keys(): print ("Unknown or unsupported hash function. Using default: %s" % self.DEFAULT_HASHFUN) algo = self.DEFAULT_HASHFUN else: algo = hashfun return generator.ge...
Creates the avatar based on the input and the chosen hash function.
def abort(self, count=2, timeout=60): for counter in xrange(0, count): self.putc(CAN, timeout)
Send an abort sequence using CAN bytes.
def read_requirements(): reqs_path = os.path.join('.', 'requirements.txt') install_reqs = parse_requirements(reqs_path, session=PipSession()) reqs = [str(ir.req) for ir in install_reqs] return reqs
parses requirements from requirements.txt
def main(): if not sys.platform.startswith("win"): if "--daemon" in sys.argv: daemonize() from gns3server.run import run run()
Entry point for GNS3 server
async def prover_get_credentials(wallet_handle: int, filter_json: str) -> str: logger = logging.getLogger(__name__) logger.debug("prover_get_credentials: >>> wallet_handle: %r, filter_json: %r", wallet_handle, filter_json) if not hasattr(pro...
Gets human readable credentials according to the filter. If filter is NULL, then all credentials are returned. Credentials can be filtered by tags created during saving of credential. NOTE: This method is deprecated because immediately returns all fetched credentials. Use <prover_search_credentials> to...
def looks_like_xml(text): if xml_decl_re.match(text): return True key = hash(text) try: return _looks_like_xml_cache[key] except KeyError: m = doctype_lookup_re.match(text) if m is not None: return True rv = tag_re.search(text[:1000]) is not None ...
Check if a doctype exists or if we have some tags.
def _update_message_request(self, message): for each in self.row_keys: message.rows.row_keys.append(_to_bytes(each)) for each in self.row_ranges: r_kwrags = each.get_range_kwargs() message.rows.row_ranges.add(**r_kwrags)
Add row keys and row range to given request message :type message: class:`data_messages_v2_pb2.ReadRowsRequest` :param message: The ``ReadRowsRequest`` protobuf
def to_internal(self, attribute_profile, external_dict): internal_dict = {} for internal_attribute_name, mapping in self.from_internal_attributes.items(): if attribute_profile not in mapping: logger.debug("no attribute mapping found for internal attribute '%s' the attribute p...
Converts the external data from "type" to internal :type attribute_profile: str :type external_dict: dict[str, str] :rtype: dict[str, str] :param attribute_profile: From which external type to convert (ex: oidc, saml, ...) :param external_dict: Attributes in the external format...
def disconnect(self): self.connState = Client.DISCONNECTED if self.conn is not None: self._logger.info('Disconnecting') self.conn.disconnect() self.wrapper.connectionClosed() self.reset()
Disconnect from IB connection.
def get_client_settings_env(**_): return { 'proxy': os.environ.get('https_proxy'), 'username': os.environ.get('SL_USERNAME'), 'api_key': os.environ.get('SL_API_KEY'), }
Retrieve client settings from environment settings. :param \\*\\*kwargs: Arguments that are passed into the client instance
def to_regular_array(self, A): return A.view((int, len(A.dtype.names))).reshape(A.shape + (-1,))
Converts from an array of type `self.dtype` to an array of type `int` with an additional index labeling the tuple indeces. :param np.ndarray A: An `np.array` of type `self.dtype`. :rtype: `np.ndarray`
def save_grade_system(self, grade_system_form, *args, **kwargs): if grade_system_form.is_for_update(): return self.update_grade_system(grade_system_form, *args, **kwargs) else: return self.create_grade_system(grade_system_form, *args, **kwargs)
Pass through to provider GradeSystemAdminSession.update_grade_system
def encipher_shift(plaintext, plain_vocab, shift): ciphertext = [] cipher = ShiftEncryptionLayer(plain_vocab, shift) for _, sentence in enumerate(plaintext): cipher_sentence = [] for _, character in enumerate(sentence): encrypted_char = cipher.encrypt_character(character) cipher_sentence.appen...
Encrypt plain text with a single shift layer. Args: plaintext (list of list of Strings): a list of plain text to encrypt. plain_vocab (list of Integer): unique vocabularies being used. shift (Integer): number of shift, shift to the right if shift is positive. Returns: ciphertext (list of Strings): ...
def escapePlaceholders(self,inputString): escaped = inputString.replace(MapConstants.placeholder,'\\'+MapConstants.placeholder) escaped = escaped.replace(MapConstants.placeholderFileName,'\\'+MapConstants.placeholderFileName) escaped = escaped.replace(MapConstants.placeholderPath,'\\'+MapConstan...
This is an internal method that escapes all the placeholders defined in MapConstants.py.
def serve_forever(self, poll_interval=0.5): self.__is_shut_down.clear() try: while not self.__shutdown_request: r, w, e = _eintr_retry(select.select, [self], [], [], poll_interval) if self in r: self._handle_request_noblock() finall...
Handle one request at a time until shutdown. Polls for shutdown every poll_interval seconds. Ignores self.timeout. If you need to do periodic tasks, do them in another thread.
def txinfo(self, txid: str) -> dict: return cast(dict, self.ext_fetch('txinfo/' + txid))
Returns information about given transaction.
def adjust_for_triggers(self): triggers = self.template['spec'].get('triggers', []) remove_plugins = [ ("prebuild_plugins", "check_and_set_rebuild"), ("prebuild_plugins", "stop_autorebuild_if_disabled"), ] should_remove = False if triggers and (self.is_cus...
Remove trigger-related plugins when needed If there are no triggers defined, it's assumed the feature is disabled and all trigger-related plugins are removed. If there are triggers defined, and this is a custom base image, some trigger-related plugins do not apply. Add...
def execute_cmd(self, userid, cmdStr): LOG.debug("executing cmd: %s", cmdStr) return self._smtclient.execute_cmd(userid, cmdStr)
Execute commands on the guest vm.
def config_mode(self, config_command="configure", pattern=r"[edit]"): return super(VyOSSSH, self).config_mode( config_command=config_command, pattern=pattern )
Enter configuration mode.
def _alpha2rho0(self, theta_Rs, Rs): rho0 = theta_Rs / (4. * Rs ** 2 * (1. + np.log(1. / 2.))) return rho0
convert angle at Rs into rho0
def remove_line_breaks(text): return unicode(text, 'utf-8').replace('\f', '').replace('\n', '') \ .replace('\r', '').replace(u'\xe2\x80\xa8', '') \ .replace(u'\xe2\x80\xa9', '').replace(u'\xc2\x85', '') \ .encode('utf-8')
Remove line breaks from input. Including unicode 'line separator', 'paragraph separator', and 'next line' characters.
def stop(self): self.state = False with display_manager(self.display) as d: d.record_disable_context(self.ctx) d.ungrab_keyboard(X.CurrentTime) with display_manager(self.display2): d.record_disable_context(self.ctx) d.ungrab_keyboard(X.CurrentTime)
Stop listening for keyboard input events.
def add_section(self, section): if not issubclass(section.__class__, _AbstractSection): raise TypeError("argument should be a subclass of Section") self.sections[section.get_key_name()] = section return section
Add a new Section object to the config. Should be a subclass of _AbstractSection.
def real(self): def re(val): if hasattr(val, 'real'): return val.real elif hasattr(val, 'as_real_imag'): return val.as_real_imag()[0] elif hasattr(val, 'conjugate'): return (val.conjugate() + val) / 2 else: ...
Element-wise real part Raises: NoConjugateMatrix: if entries have no `conjugate` method and no other way to determine the real part Note: A mathematically equivalent way to obtain a real matrix from a complex matrix ``M`` is:: (M.con...
def assignParameters(self,solution_next,DiscFac,LivPrb,CRRA,Rfree,PermGroFac): self.solution_next = solution_next self.DiscFac = DiscFac self.LivPrb = LivPrb self.CRRA = CRRA self.Rfree = Rfree self.PermGroFac = PermGroFac
Saves necessary parameters as attributes of self for use by other methods. Parameters ---------- solution_next : ConsumerSolution The solution to next period's one period problem. DiscFac : float Intertemporal discount factor for future utility. LivPrb : ...
def re_run_file(self): if self.get_option('save_all_before_run'): self.save_all() if self.__last_ec_exec is None: return (fname, wdir, args, interact, debug, python, python_args, current, systerm, post_mortem, clear_namespace) = self.__last_ec_exe...
Re-run last script
def merge_entity(self, table_name, entity, if_match='*', timeout=None): _validate_not_none('table_name', table_name) request = _merge_entity(entity, if_match, self.require_encryption, self.key_encryption_key) request.host_locations = self._get_host_locations() ...
Updates an existing entity by merging the entity's properties. Throws if the entity does not exist. This operation does not replace the existing entity as the update_entity operation does. A property cannot be removed with merge_entity. Any properties with null values...
def _generate_rpc_method(self, method): def _(**kwargs): msg_id = self.get_unique_msg_id() params = encode_data(kwargs) payload = { 'method': method, 'params': params, 'jsonrpc': '2.0', 'id': msg_id }...
Generate a function that performs rpc call :param method: method name :return: rpc function
def _archive_single_dir(archive): common_root = None for info in _list_archive_members(archive): fn = _info_name(info) if fn in set(['.', '/']): continue sep = None if '/' in fn: sep = '/' elif '\\' in fn: sep = '\\' if sep is N...
Check if all members of the archive are in a single top-level directory :param archive: An archive from _open_archive() :return: None if not a single top level directory in archive, otherwise a unicode string of the top level directory name
def add_handler(cls, level, fmt, colorful, **kwargs): global g_logger if isinstance(level, str): level = getattr(logging, level.upper(), logging.DEBUG) handler = cls(**kwargs) handler.setLevel(level) if colorful: formatter = ColoredFormatter(fmt, datefmt='%Y-%m-%d %H:%M:%S') else...
Add a configured handler to the global logger.
def _get_load_ramping_construct(self): bus_no = integer.setResultsName("bus_no") s_rating = real.setResultsName("s_rating") up_rate = real.setResultsName("up_rate") down_rate = real.setResultsName("down_rate") min_up_time = real.setResultsName("min_up_time") min_down_time...
Returns a construct for an array of load ramping data.
def _find_files(root, includes, excludes, follow_symlinks): root = os.path.abspath(root) file_set = formic.FileSet( directory=root, include=includes, exclude=excludes, symlinks=follow_symlinks, ) for filename in file_set.qualified_files(absolute=False): yield filename
List files inside a directory based on include and exclude rules. This is a more advanced version of `glob.glob`, that accepts multiple complex patterns. Args: root (str): base directory to list files from. includes (list[str]): inclusion patterns. Only files matching those pat...
def _apply_xheaders(self, headers: httputil.HTTPHeaders) -> None: ip = headers.get("X-Forwarded-For", self.remote_ip) for ip in (cand.strip() for cand in reversed(ip.split(","))): if ip not in self.trusted_downstream: break ip = headers.get("X-Real-Ip", ip) if...
Rewrite the ``remote_ip`` and ``protocol`` fields.
def get_alt_description(self): if 'altDescription' in self.attributes and bool(self.attributes['altDescription'].strip()): return self.attributes['altDescription'] else: return None
Returns the alternate description of a parameter. Only pipeline prompt-when-run parameters can have alternate names and alternate descriptions
def rename_to_tmp_name(self): self.client.rename( self.id, '%s_%s' % (self.short_id, self.name) )
Rename the container to a hopefully unique temporary container name by prepending the short id.
def wait_for_element_by_selector(self, selector, seconds): def assert_element_present(): if not find_elements_by_jquery(world.browser, selector): raise AssertionError("Expected a matching element.") wait_for(assert_element_present)(timeout=int(seconds))
Assert an element exists matching the given selector within the given time period.
def parse_services(rule): parser = argparse.ArgumentParser() rules = shlex.split(rule) rules.pop(0) parser.add_argument('--disabled', dest='disabled', action='store') parser.add_argument('--enabled', dest='enabled', action='store') args = clean_args(vars(parser.parse_args(rules))) parser = N...
Parse the services line
def replace_variables(sentence: List[str], sentence_variables: Dict[str, str]) -> Tuple[List[str], List[str]]: tokens = [] tags = [] for token in sentence: if token not in sentence_variables: tokens.append(token) tags.append("O") else: ...
Replaces abstract variables in text with their concrete counterparts.
def get_local_environnement(self): local_env = os.environ.copy() for local_var in self.env: local_env[local_var] = self.env[local_var] return local_env
Mix the environment and the environment variables into a new local environment dictionary Note: We cannot just update the global os.environ because this would effect all other checks. :return: local environment variables :rtype: dict
def add_behave_arguments(parser): conflicts = [ '--no-color', '--version', '-c', '-k', '-v', '-S', '--simple', ] parser.add_argument( 'paths', action='store', nargs='*', help="Feature directory, file or file location (FI...
Additional command line arguments extracted directly from behave
def sget_steptime(self, cycle, step, dataset_number=None): dataset_number = self._validate_dataset_number(dataset_number) if dataset_number is None: self._report_empty_dataset() return cycle_index_header = self.headers_normal.cycle_index_txt step_time_header = sel...
Returns step time for cycle, step. Convinience function; same as issuing dfdata[(dfdata[cycle_index_header] == cycle) & (dfdata[step_index_header] == step)][step_time_header] Args: cycle: cycle number step: step number dataset_number: the...
def _get_jwt_for_audience(self, audience): token, expiry = self._cache.get(audience, (None, None)) if token is None or expiry < _helpers.utcnow(): token, expiry = self._make_jwt_for_audience(audience) self._cache[audience] = token, expiry return token
Get a JWT For a given audience. If there is already an existing, non-expired token in the cache for the audience, that token is used. Otherwise, a new token will be created. Args: audience (str): The intended audience. Returns: bytes: The encoded JWT.
def subvolume_find_new(name, last_gen): cmd = ['btrfs', 'subvolume', 'find-new', name, last_gen] res = __salt__['cmd.run_all'](cmd) salt.utils.fsutils._verify_run(res) lines = res['stdout'].splitlines() files = [l.split()[-1] for l in lines if l.startswith('inode')] transid = lines[-1].split()[-...
List the recently modified files in a subvolume name Name of the subvolume last_gen Last transid marker from where to compare CLI Example: .. code-block:: bash salt '*' btrfs.subvolume_find_new /var/volumes/tmp 1024
def _apply_over_vars_with_dim(func, self, dim=None, **kwargs): ds = type(self)(coords=self.coords, attrs=self.attrs) for name, var in self.data_vars.items(): if dim in var.dims: ds[name] = func(var, dim=dim, **kwargs) else: ds[name] = var return ds
wrapper for datasets
def substring_search(query, list_of_strings, limit_results=DEFAULT_LIMIT): matching = [] query_words = query.split(' ') query_words.sort(key=len, reverse=True) counter = 0 for s in list_of_strings: target_words = s.split(' ') if(anyword_substring_search(target_words, query_words)): ...
main function to call for searching
def use_comparative_sequence_rule_enabler_view(self): self._object_views['sequence_rule_enabler'] = COMPARATIVE for session in self._get_provider_sessions(): try: session.use_comparative_sequence_rule_enabler_view() except AttributeError: pass
Pass through to provider SequenceRuleEnablerLookupSession.use_comparative_sequence_rule_enabler_view
def _get_event_cls(view_obj, events_map): request = view_obj.request view_method = getattr(view_obj, request.action) event_action = ( getattr(view_method, '_event_action', None) or request.action) return events_map[event_action]
Helper function to get event class. :param view_obj: Instance of View that processes the request. :param events_map: Map of events from which event class should be picked. :returns: Found event class.
def is_cleanly_mergable(*dicts: Dict[Any, Any]) -> bool: if len(dicts) <= 1: return True elif len(dicts) == 2: if not all(isinstance(d, Mapping) for d in dicts): return False else: shared_keys = set(dicts[0].keys()) & set(dicts[1].keys()) return all(is...
Check that nothing will be overwritten when dictionaries are merged using `deep_merge`. Examples: >>> is_cleanly_mergable({"a": 1}, {"b": 2}, {"c": 3}) True >>> is_cleanly_mergable({"a": 1}, {"b": 2}, {"a": 0, c": 3}) False >>> is_cleanly_mergable({"a": 1, "b": {"ba": 2}}, ...
def _dedent(text): lines = text.split('\n') if len(lines) == 1: indent = 0 elif lines[0].strip(): raise ValueError('when multiple lines, first line must be blank') elif lines[-1].strip(): raise ValueError('last line must only contain indent whitespace'...
Remove common indentation from each line in a text block. When text block is a single line, return text block. Otherwise determine common indentation from last line, strip common indentation from each line, and return text block consisting of inner lines (don't include first and last li...
def revnet(inputs, hparams, reuse=None): training = hparams.mode == tf.estimator.ModeKeys.TRAIN with tf.variable_scope('RevNet', reuse=reuse): x1, x2 = init(inputs, num_channels=hparams.num_channels_init_block, dim=hparams.dim, kernel_size=hparams.init_kerne...
Uses Tensor2Tensor memory optimized RevNet block to build a RevNet. Args: inputs: [NxHxWx3] tensor of input images to the model. hparams: HParams object that contains the following parameters, in addition to the parameters contained in the basic_params1() object in the common_hparams module: ...
def _json_safe(cls, value): if type(value) == date: return str(value) elif type(value) == datetime: return value.strftime('%Y-%m-%d %H:%M:%S') elif isinstance(value, ObjectId): return str(value) elif isinstance(value, _BaseFrame): return va...
Return a JSON safe value
def _package_conf_file_to_dir(file_name): if file_name in SUPPORTED_CONFS: path = BASE_PATH.format(file_name) if os.path.exists(path): if os.path.isdir(path): return False else: os.rename(path, path + '.tmpbak') os.mkdir(path, 0...
Convert a config file to a config directory.
def from_representation(self, data): if data in self._TRUE_VALUES: return True elif data in self._FALSE_VALUES: return False else: raise ValueError( "{type} type value must be one of {values}".format( type=self.type, ...
Convert representation value to ``bool`` if it has expected form.
def add_term(self, t): if t not in self.terms: if t.parent_term_lc == 'root': self.terms.append(t) self.doc.add_term(t, add_section=False) t.set_ownership() else: raise GenerateError("Can only add or move root-level terms. T...
Add a term to this section and set it's ownership. Should only be used on root level terms
def isom(self,coolingFactor=None,EdgeAttribute=None,initialAdaptation=None,\ maxEpoch=None,minAdaptation=None,minRadius=None,network=None,NodeAttribute=None,\ nodeList=None,radius=None,radiusConstantTime=None,singlePartition=None,\ sizeFactor=None,verbose=None): network=check_network(self,network,verbose=verbos...
Execute the Inverted Self-Organizing Map Layout on a network. :param coolingFactor (string, optional): Cooling factor, in numeric value :param EdgeAttribute (string, optional): The name of the edge column contai ning numeric values that will be used as weights in the layout algor ithm. Only columns containin...
def _should_set(self, key, mode): if mode is None or mode not in ["nx", "xx"]: return True if mode == "nx": if key in self.redis: return False elif key not in self.redis: return False return True
Determine if it is okay to set a key. If the mode is None, returns True, otherwise, returns True of false based on the value of ``key`` and the ``mode`` (nx | xx).
def decorate_event_js(js_code): def add_annotation(method): setattr(method, "__is_event", True ) setattr(method, "_js_code", js_code ) return method return add_annotation
setup a method as an event, adding also javascript code to generate Args: js_code (str): javascript code to generate the event client-side. js_code is added to the widget html as widget.attributes['onclick'] = js_code%{'emitter_identifier':widget.identifier, 'event_name':'onclick'}
def get_position_searchable(self): ids = gkr.list_item_ids_sync(self.keyring) position_searchable = {} for i in ids: item_attrs = gkr.item_get_attributes_sync(self.keyring, i) position_searchable[i] = item_attrs['searchable'] return position_searchable
Return dict of the position and corrasponding searchable str
def _clear(self, pipe=None): redis = self.redis if pipe is None else pipe redis.delete(self.key)
Helper for clear operations. :param pipe: Redis pipe in case update is performed as a part of transaction. :type pipe: :class:`redis.client.StrictPipeline` or :class:`redis.client.StrictRedis`
def discharge_coefficient_to_K(D, Do, C): r beta = Do/D beta2 = beta*beta beta4 = beta2*beta2 return ((1.0 - beta4*(1.0 - C*C))**0.5/(C*beta2) - 1.0)**2
r'''Converts a discharge coefficient to a standard loss coefficient, for use in computation of the actual pressure drop of an orifice or other device. .. math:: K = \left[\frac{\sqrt{1-\beta^4(1-C^2)}}{C\beta^2} - 1\right]^2 Parameters ---------- D : float Upstream inte...
def get_table_info(self, tablename): conn = self.__get_conn() ret = a99.get_table_info(conn, tablename) if len(ret) == 0: raise RuntimeError("Cannot get info for table '{}'".format(tablename)) more = self.gui_info.get(tablename) for row in ret.values(): ca...
Returns information about fields of a specific table Returns: OrderedDict(("fieldname", MyDBRow), ...)) **Note** Fields "caption" and "tooltip" are added to rows using information in moldb.gui_info
def train(self, conversation): previous_statement_text = None previous_statement_search_text = '' statements_to_create = [] for conversation_count, text in enumerate(conversation): if self.show_training_progress: utils.print_progress_bar( '...
Train the chat bot based on the provided list of statements that represents a single conversation.
def cancel_expired_invitations(invitations=None): expiration_date = timezone.now() - settings.WALDUR_CORE['INVITATION_LIFETIME'] if not invitations: invitations = models.Invitation.objects.filter(state=models.Invitation.State.PENDING) invitations = invitations.filter(created__lte=expiration_date) ...
Invitation lifetime must be specified in Waldur Core settings with parameter "INVITATION_LIFETIME". If invitation creation time is less than expiration time, the invitation will set as expired.
def copyNode(node, children=False, parent=False): if parent is not False: element = SubElement( parent, node.tag, attrib=node.attrib, nsmap={None: "http://www.tei-c.org/ns/1.0"} ) else: element = Element( node.tag, a...
Copy an XML Node :param node: Etree Node :param children: Copy children nodes is set to True :param parent: Append copied node to parent if given :return: New Element
def week_to_datetime(iso_year, iso_week): "datetime instance for the start of the given ISO year and week" gregorian = iso_to_gregorian(iso_year, iso_week, 0) return datetime.datetime.combine(gregorian, datetime.time(0))
datetime instance for the start of the given ISO year and week
def LDAP_search(pattern_search, attribute): connection, ldap_base = _get_LDAP_connection() connection.search( search_base=ldap_base, search_filter=pattern_search, attributes=[attribute] ) return connection.response
Do a LDAP search
def _clean_streams(repo, mapped_streams): for stream_name in ('stdout', 'stderr'): stream = mapped_streams.get(stream_name) if not stream: continue path = os.path.relpath(stream, start=repo.working_dir) if (path, 0) not in repo.index.entries: os.remove(stream)...
Clean mapped standard streams.
def put_logging(Bucket, TargetBucket=None, TargetPrefix=None, TargetGrants=None, region=None, key=None, keyid=None, profile=None): try: conn = _get_conn(region=region, key=key, keyid=keyid, profile=profile) logstate = {} targets = {'TargetBucket': TargetBucket, ...
Given a valid config, update the logging parameters for a bucket. Returns {updated: true} if parameters were updated and returns {updated: False} if parameters were not updated. CLI Example: .. code-block:: bash salt myminion boto_s3_bucket.put_logging my_bucket log_bucket '[{...}]' prefix
def removeLayer(self, layer): if isinstance(layer, BaseGlyph): layer = layer.layer.name layerName = layer layerName = normalizers.normalizeLayerName(layerName) if self._getLayer(layerName).layer.name == layerName: self._removeLayer(layerName)
Remove ``layer`` from this glyph. >>> glyph.removeLayer("background") Layer can be a :ref:`type-glyph-layer` or a :ref:`type-string` representing a layer name.
def getStartTag(self): attributeStrings = [] for name, val in self._attributes.items(): if val: val = tostr(val) if val or name not in TAG_ITEM_BINARY_ATTRIBUTES: val = escapeQuotes(val) attributeStrings.append('%s="%s"' %(name, val...
getStartTag - Returns the start tag represented as HTML @return - String of start tag with attributes
def _try_dump_cnt(self): now = time.time() if now - self._last_dump_cnt > 60: self._last_dump_cnt = now self._dump_cnt() self._print_counter_log()
Dump counters every 60 seconds
def put(self, device_id: int) -> Device: device = self._get_or_abort(device_id) self.update(device) session.commit() session.add(device) return device
Updates the Device Resource with the name.
def make(self): logger.debug("preparing to add all git files") num_added = self.local_repo.add_all_files() if num_added: self.local_repo.commit("Initial import from Project Gutenberg") file_handler = NewFilesHandler(self) file_handler.add_new_files() num_added...
turn fetched files into a local repo, make auxiliary files
def get_s2_pixel_cloud_detector(threshold=0.4, average_over=4, dilation_size=2, all_bands=True): return S2PixelCloudDetector(threshold=threshold, average_over=average_over, dilation_size=dilation_size, all_bands=all_band...
Wrapper function for pixel-based S2 cloud detector `S2PixelCloudDetector`
def chdir(path): cur_cwd = os.getcwd() os.chdir(path) try: yield finally: os.chdir(cur_cwd)
Change the working directory to `path` for the duration of this context manager. :param str path: The path to change to
def inside_softimage(): try: import maya return False except ImportError: pass try: from win32com.client import Dispatch as disp disp('XSI.Application') return True except: return False
Returns a boolean indicating if the code is executed inside softimage.
def constructor( self, name=None, function=None, return_type=None, arg_types=None, header_dir=None, header_file=None, recursive=None): return ( self._find_single( self._impl_matchers[scope...
returns reference to constructor declaration, that is matched defined criteria