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def _check_for_eltorito_boot_info_table(self, ino): # type: (inode.Inode) -> None ''' An internal method to check a boot directory record to see if it has an El Torito Boot Info Table embedded inside of it. Parameters: ino - The Inode to check for a Boot Info Table. ...
An internal method to check a boot directory record to see if it has an El Torito Boot Info Table embedded inside of it. Parameters: ino - The Inode to check for a Boot Info Table. Returns: Nothing.
def launch_slurm(jobname: str, cmd: str, memory_mb: int, project: str, qos: str, email: str, duration: timedelta, tasks_per_node: int, cpus_per_task: int, partition: s...
Launch a job into the SLURM environment. Args: jobname: name of the job cmd: command to be executed memory_mb: maximum memory requirement per process (Mb) project: project name qos: quality-of-service name email: user's e-mail address duration: maximum durati...
def safe_sparse_dot(a, b, dense_output=False): """Dot product that handle the sparse matrix case correctly Uses BLAS GEMM as replacement for numpy.dot where possible to avoid unnecessary copies. Parameters ---------- a : array or sparse matrix b : array or sparse matrix dense_output : b...
Dot product that handle the sparse matrix case correctly Uses BLAS GEMM as replacement for numpy.dot where possible to avoid unnecessary copies. Parameters ---------- a : array or sparse matrix b : array or sparse matrix dense_output : boolean, default False When False, either ``a``...
def lookup_values_from_error_table(scores, err_df): """ Find matching q-value for each score in 'scores' """ ix = find_nearest_matches(np.float32(err_df.cutoff.values), np.float32(scores)) return err_df.pvalue.iloc[ix].values, err_df.svalue.iloc[ix].values, err_df.pep.iloc[ix].values, err_df.qvalue.iloc[ix]...
Find matching q-value for each score in 'scores'
def addGaussNoise(self, sigma): """ Add gaussian noise. :param float sigma: sigma is expressed in percent of the diagonal size of actor. :Example: .. code-block:: python from vtkplotter import Sphere Sphe...
Add gaussian noise. :param float sigma: sigma is expressed in percent of the diagonal size of actor. :Example: .. code-block:: python from vtkplotter import Sphere Sphere().addGaussNoise(1.0).show()
def get_dump(self, fmap='', with_stats=False): """ Returns the dump the model as a list of strings. """ length = ctypes.c_ulong() sarr = ctypes.POINTER(ctypes.c_char_p)() if self.feature_names is not None and fmap == '': flen = int(len(self.feature_names)) ...
Returns the dump the model as a list of strings.
def to_grey(self, on: bool=False): """ Change the LED to grey. :param on: Unused, here for API consistency with the other states :return: None """ self._on = False self._load_new(led_grey)
Change the LED to grey. :param on: Unused, here for API consistency with the other states :return: None
def fit(self, blocks, y=None): """ Fit a k-means clustering model using an ordered sequence of blocks. """ self.kmeans.fit(make_weninger_features(blocks)) # set the cluster center closest to the origin to exactly (0.0, 0.0) self.kmeans.cluster_centers_.sort(axis=0) ...
Fit a k-means clustering model using an ordered sequence of blocks.
def ParseMultiple(self, stats, file_objs, kb): """Process files together.""" fileset = {stat.pathspec.path: obj for stat, obj in zip(stats, file_objs)} return self.ParseFileset(fileset)
Process files together.
def zero_datetime(dt, tz=None): """ Return the given datetime with hour/minutes/seconds/ms zeroed and the timezone coerced to the given ``tz`` (or UTC if none is given). """ if tz is None: tz = get_current_timezone() return coerce_naive(dt).replace(hour=0, minute=0, second=0, microsecond...
Return the given datetime with hour/minutes/seconds/ms zeroed and the timezone coerced to the given ``tz`` (or UTC if none is given).
def pandas(self): """Return a Pandas dataframe.""" if self._pandas is None: self._pandas = pd.DataFrame().from_records(self.list_of_dicts) return self._pandas
Return a Pandas dataframe.
def hs_join(ls_hsi, hso): """ [Many-to-one] Synchronizes (joins) a list of input handshake interfaces: output is ready when ALL inputs are ready ls_hsi - (i) list of input handshake tuples (ready, valid) hso - (o) an output handshake tuple (ready, valid) """ N = len(ls_hsi) ls...
[Many-to-one] Synchronizes (joins) a list of input handshake interfaces: output is ready when ALL inputs are ready ls_hsi - (i) list of input handshake tuples (ready, valid) hso - (o) an output handshake tuple (ready, valid)
def _add_styles(self, add_paragraph=True, add_text=True): """ Adds paragraph and span wrappers if necessary based on style """ p_styles = self.get_para_styles() t_styles = self.get_span_styles() for s in self.slide.pending_styles: if isinstance(s, ParagraphSty...
Adds paragraph and span wrappers if necessary based on style
def make_data(n,m): """make_data: prepare matrix of m times n random processing times""" p = {} for i in range(1,m+1): for j in range(1,n+1): p[i,j] = random.randint(1,10) return p
make_data: prepare matrix of m times n random processing times
def basic_stats(G, area=None, clean_intersects=False, tolerance=15, circuity_dist='gc'): """ Calculate basic descriptive metric and topological stats for a graph. For an unprojected lat-lng graph, tolerance and graph units should be in degrees, and circuity_dist should be 'gc'. For a pr...
Calculate basic descriptive metric and topological stats for a graph. For an unprojected lat-lng graph, tolerance and graph units should be in degrees, and circuity_dist should be 'gc'. For a projected graph, tolerance and graph units should be in meters (or similar) and circuity_dist should be 'euclid...
def create_connection(port=_PORT_, timeout=_TIMEOUT_, restart=False): """ Create Bloomberg connection Returns: (Bloomberg connection, if connection is new) """ if _CON_SYM_ in globals(): if not isinstance(globals()[_CON_SYM_], pdblp.BCon): del globals()[_CON_SYM_] i...
Create Bloomberg connection Returns: (Bloomberg connection, if connection is new)
def stop(self, timeout=None): """Stop the thread.""" logger.debug("docker plugin - Close thread for container {}".format(self._container.name)) self._stopper.set()
Stop the thread.
def on_message(self, con, event): """Handles messge stanzas""" msg_type = event.getType() nick = event.getFrom().getResource() from_jid = event.getFrom().getStripped() body = event.getBody() if msg_type == 'chat' and body is None: return logger.debug...
Handles messge stanzas
def GetStructFormatString(self): """Retrieves the Python struct format string. Returns: str: format string as used by Python struct or None if format string cannot be determined. """ if not self._element_data_type_map: return None number_of_elements = None if self._data_t...
Retrieves the Python struct format string. Returns: str: format string as used by Python struct or None if format string cannot be determined.
def create_schema(self, model, waiting_models): """ Creates search schemas. Args: model: model to execute waiting_models: if riak can't return response immediately, model is taken to queue. After first execution session, method is executed with waiting models...
Creates search schemas. Args: model: model to execute waiting_models: if riak can't return response immediately, model is taken to queue. After first execution session, method is executed with waiting models and controlled. And be ensured that all given models ar...
def generate_local_url(self, js_name): """ Generate the local url for a js file. :param js_name: :return: """ host = self._settings['local_host'].format(**self._host_context).rstrip('/') return '{}/{}.js'.format(host, js_name)
Generate the local url for a js file. :param js_name: :return:
def toxml(self): """ Exports this object into a LEMS XML object """ return '<ComponentRequirement name="{0}"'.format(self.name) + '' + \ (' description = "{0}"'.format(self.description) if self.description else '') +\ '/>'
Exports this object into a LEMS XML object
def run(self): """ Index the document. Since ids are predictable, we won't index anything twice. """ with self.input().open() as handle: body = json.loads(handle.read()) es = elasticsearch.Elasticsearch() id = body.get('_id') es.index(index='frontpage', do...
Index the document. Since ids are predictable, we won't index anything twice.
def _add_relations(self, relations): """Add all of the relations for the services.""" for k, v in six.iteritems(relations): self.d.relate(k, v)
Add all of the relations for the services.
def process_streamers(self): """Check if any streamers should be handed to the stream manager.""" # Check for any triggered streamers and pass them to stream manager in_progress = self._stream_manager.in_progress() triggered = self.graph.check_streamers(blacklist=in_progress) f...
Check if any streamers should be handed to the stream manager.
def setbridgeprio(self, prio): """ Set bridge priority value. """ _runshell([brctlexe, 'setbridgeprio', self.name, str(prio)], "Could not set bridge priority in %s." % self.name)
Set bridge priority value.
def generate_tensor_filename(self, field_name, file_num, compressed=True): """ Generate a filename for a tensor. """ file_ext = TENSOR_EXT if compressed: file_ext = COMPRESSED_TENSOR_EXT filename = os.path.join(self.filename, 'tensors', '%s_%05d%s' %(field_name, file_num, fil...
Generate a filename for a tensor.
def start(self, use_atexit=True): '''Start the executable. Args: use_atexit (bool): If True, the process will automatically be terminated at exit. ''' assert not self._process _logger.debug('Starting process %s', self._proc_args) process_fut...
Start the executable. Args: use_atexit (bool): If True, the process will automatically be terminated at exit.
def _item_keys_match(crypto_config, item1, item2): # type: (CryptoConfig, Dict, Dict) -> Bool """Determines whether the values in the primary and sort keys (if they exist) are the same :param CryptoConfig crypto_config: CryptoConfig used in encrypting the given items :param dict item1: The first item t...
Determines whether the values in the primary and sort keys (if they exist) are the same :param CryptoConfig crypto_config: CryptoConfig used in encrypting the given items :param dict item1: The first item to compare :param dict item2: The second item to compare :return: Bool response, True if the key a...
def refresh_address_presence(self, address): """ Update synthesized address presence state from cached user presence states. Triggers callback (if any) in case the state has changed. This method is only provided to cover an edge case in our use of the Matrix protocol and should...
Update synthesized address presence state from cached user presence states. Triggers callback (if any) in case the state has changed. This method is only provided to cover an edge case in our use of the Matrix protocol and should **not** generally be used.
def close(self): """Release libpci resources.""" if self._access is not None: _logger.debug("Cleaning up") pci_cleanup(self._access) self._access = None
Release libpci resources.
def create_address(cls, address, **kwargs): """Create Address Create a new Address This method makes a synchronous HTTP request by default. To make an asynchronous HTTP request, please pass async=True >>> thread = api.create_address(address, async=True) >>> result = thre...
Create Address Create a new Address This method makes a synchronous HTTP request by default. To make an asynchronous HTTP request, please pass async=True >>> thread = api.create_address(address, async=True) >>> result = thread.get() :param async bool :param Addr...
def _lowfreq_linear_filter(tumor_index, is_paired): """Linear classifier for removing low frequency false positives. Uses a logistic classifier based on 0.5% tumor only variants from the smcounter2 paper: https://github.com/bcbio/bcbio_validations/tree/master/somatic-lowfreq The classifier uses stran...
Linear classifier for removing low frequency false positives. Uses a logistic classifier based on 0.5% tumor only variants from the smcounter2 paper: https://github.com/bcbio/bcbio_validations/tree/master/somatic-lowfreq The classifier uses strand bias (SBF) and read mismatches (NM) and applies only ...
def selected(self, new): """Set selected from list or instance of object or name. Over-writes existing selection """ def preprocess(item): if isinstance(item, str): return self.options[item] return item items = coerce_to_list(new, preproce...
Set selected from list or instance of object or name. Over-writes existing selection
def get_first_recipient_with_address(self): """ Returns the first recipient found with a non blank address :return: First Recipient :rtype: Recipient """ recipients_with_address = [recipient for recipient in self._recipients if recipient.addres...
Returns the first recipient found with a non blank address :return: First Recipient :rtype: Recipient
def safe_listdir(path): """ Attempt to list contents of path, but suppress some exceptions. """ try: return os.listdir(path) except (PermissionError, NotADirectoryError): pass except OSError as e: # Ignore the directory if does not exist, not a directory or # perm...
Attempt to list contents of path, but suppress some exceptions.
def on_canvas_slave__electrode_pair_selected(self, slave, data): ''' Process pair of selected electrodes. For now, this consists of finding the shortest path between the two electrodes and appending it to the list of droplet routes for the current step. Note that the dr...
Process pair of selected electrodes. For now, this consists of finding the shortest path between the two electrodes and appending it to the list of droplet routes for the current step. Note that the droplet routes for a step are stored in a frame/table in the `DmfDeviceControll...
def det_4x3(a,b,c,d): ''' det_4x3(a,b,c,d) yields the determinate of the matrix formed the given rows, which may have more than 1 dimension, in which case the later dimensions are multiplied and added point-wise. The point's must be 3D points; the matrix is given a fourth column of 1s and the result...
det_4x3(a,b,c,d) yields the determinate of the matrix formed the given rows, which may have more than 1 dimension, in which case the later dimensions are multiplied and added point-wise. The point's must be 3D points; the matrix is given a fourth column of 1s and the resulting determinant is of this m...
def update(self, read, write, manage): """ Update the SyncListPermissionInstance :param bool read: Read access. :param bool write: Write access. :param bool manage: Manage access. :returns: Updated SyncListPermissionInstance :rtype: twilio.rest.sync.v1.service.s...
Update the SyncListPermissionInstance :param bool read: Read access. :param bool write: Write access. :param bool manage: Manage access. :returns: Updated SyncListPermissionInstance :rtype: twilio.rest.sync.v1.service.sync_list.sync_list_permission.SyncListPermissionInstance
def get_vlan_brief_input_request_type_get_next_request_last_rcvd_vlan_id(self, **kwargs): """Auto Generated Code """ config = ET.Element("config") get_vlan_brief = ET.Element("get_vlan_brief") config = get_vlan_brief input = ET.SubElement(get_vlan_brief, "input") ...
Auto Generated Code
def get_sparse_matrix_keys(session, key_table): """Return a list of keys for the sparse matrix.""" return session.query(key_table).order_by(key_table.name).all()
Return a list of keys for the sparse matrix.
def get_most_severe_consequence(transcripts): """Get the most severe consequence Go through all transcripts and get the most severe consequence Args: transcripts (list): A list of transcripts to evaluate Returns: most_severe_consequence (str): The most severe conse...
Get the most severe consequence Go through all transcripts and get the most severe consequence Args: transcripts (list): A list of transcripts to evaluate Returns: most_severe_consequence (str): The most severe consequence
def magic_timeit(setup, stmt, ncalls=None, repeat=3, force_ms=False): """Time execution of a Python statement or expression Usage:\\ %timeit [-n<N> -r<R> [-t|-c]] statement Time execution of a Python statement or expression using the timeit module. Options: -n<N>: execute the given stateme...
Time execution of a Python statement or expression Usage:\\ %timeit [-n<N> -r<R> [-t|-c]] statement Time execution of a Python statement or expression using the timeit module. Options: -n<N>: execute the given statement <N> times in a loop. If this value is not given, a fitting value is ch...
def deploy_config(model, initial_instance_count, instance_type, endpoint_name=None, tags=None): """Export Airflow deploy config from a SageMaker model Args: model (sagemaker.model.Model): The SageMaker model to export the Airflow config from. instance_type (str): The EC2 instance type to deploy...
Export Airflow deploy config from a SageMaker model Args: model (sagemaker.model.Model): The SageMaker model to export the Airflow config from. instance_type (str): The EC2 instance type to deploy this Model to. For example, 'ml.p2.xlarge'. initial_instance_count (int): The initial number o...
def consolidate(self, args): """ Consolidate the provided arguments. If the provided arguments have matching options, this performs a type conversion. For any option that has a default value and is not present in the provided arguments, the default value is added. Args: ...
Consolidate the provided arguments. If the provided arguments have matching options, this performs a type conversion. For any option that has a default value and is not present in the provided arguments, the default value is added. Args: args (dict): A dictionary of the pro...
async def close(self) -> None: """ Explicit exit. Closes pool. For use when keeping pool open across multiple calls. """ LOGGER.debug('NodePool.close >>>') if not self.handle: LOGGER.warning('Abstaining from closing pool %s: already closed', self.name) else:...
Explicit exit. Closes pool. For use when keeping pool open across multiple calls.
def entry_point() -> None: """**cxflow** entry point.""" # make sure the path contains the current working directory sys.path.insert(0, os.getcwd()) parser = get_cxflow_arg_parser(True) # parse CLI arguments known_args, unknown_args = parser.parse_known_args() # show help if no subcomman...
**cxflow** entry point.
def parse_reports(self): """ Find Picard HsMetrics reports and parse their data """ # Set up vars self.picard_HsMetrics_data = dict() # Go through logs and find Metrics for f in self.find_log_files('picard/hsmetrics', filehandles=True): parsed_data = dict() s_name = None ke...
Find Picard HsMetrics reports and parse their data
def action(self): """ This class overrides this method """ self.return_value = self.function(*self.args, **self.kwargs)
This class overrides this method
def add_unique(self, attr, item): """ 在对象此字段对应的数组末尾添加指定对象,如果此对象并没有包含在字段中。 :param attr: 字段名 :param item: 要添加的对象 :return: 当前对象 """ return self.set(attr, operation.AddUnique([item]))
在对象此字段对应的数组末尾添加指定对象,如果此对象并没有包含在字段中。 :param attr: 字段名 :param item: 要添加的对象 :return: 当前对象
def Call(method,url,payload,silent=False,hide_errors=[],session=None,recursion_cnt=0,debug=False): """Execute v1 API call. :param url: URL paths associated with the API call :param payload: dict containing all parameters to submit with POST call :param hide_errors: list of API error codes to ignore. These are...
Execute v1 API call. :param url: URL paths associated with the API call :param payload: dict containing all parameters to submit with POST call :param hide_errors: list of API error codes to ignore. These are not http error codes but returned from the API itself :param recursion_cnt: recursion counter. This ...
def post(arguments): '''Post text to a given twitter account.''' twitter = api.API(arguments) params = {} if arguments.update == '-': params['status'] = sys.stdin.read() else: params['status'] = arguments.update if arguments.media_file: medias = [twitter.media_upload(m)...
Post text to a given twitter account.
def close(self, code=3000, message='Go away!'): """ Close session or endpoint connection. @param code: Closing code @param message: Close message """ if self.state != SESSION_STATE.CLOSED: try: self.conn.connectionLost() except Exception ...
Close session or endpoint connection. @param code: Closing code @param message: Close message
def tweets_for(query_type, args, per_user=None): """ Retrieve tweets for a user, list or search term. The optional ``per_user`` arg limits the number of tweets per user, for example to allow a fair spread of tweets per user for a list. """ lookup = {"query_type": query_type, "value": args[0]} ...
Retrieve tweets for a user, list or search term. The optional ``per_user`` arg limits the number of tweets per user, for example to allow a fair spread of tweets per user for a list.
def widen(self, other): """ Widen current range. """ if self.low < other.low: low = -float("inf") else: low = self.low if self.high > other.high: high = float("inf") else: high = self.high return Interval(low, high)
Widen current range.
def convert_data_iterable(data_iterable, filter_func=None, converter_func=None): # TODO: add concatenate parameter '''Convert raw data in data iterable. Parameters ---------- data_iterable : iterable Iterable where each element is a tuple with following content: (raw data, timestamp_star...
Convert raw data in data iterable. Parameters ---------- data_iterable : iterable Iterable where each element is a tuple with following content: (raw data, timestamp_start, timestamp_stop, status). filter_func : function Function that takes array and returns true or false for eac...
def inside_try(func, options={}): """ decorator to silence exceptions, for logging we want a "safe" fail of the functions """ if six.PY2: name = func.func_name else: name = func.__name__ @wraps(func) def silenceit(*args, **kwargs): """ the function func to be silence...
decorator to silence exceptions, for logging we want a "safe" fail of the functions
def process_records(records): """Converts queue entries into object changes. :param records: an iterable containing `LiveSyncQueueEntry` objects :return: a dict mapping object references to `SimpleChange` bitsets """ changes = defaultdict(int) cascaded_update_records = set() cascaded_delete...
Converts queue entries into object changes. :param records: an iterable containing `LiveSyncQueueEntry` objects :return: a dict mapping object references to `SimpleChange` bitsets
def delete_files(): """ Delete one or more files from the server """ session_token = request.headers['session_token'] repository = request.headers['repository'] #=== current_user = have_authenticated_user(request.environ['REMOTE_ADDR'], repository, session_token) if current_user is False: r...
Delete one or more files from the server
def makeOuputDir(outputDir, force): """ Create or check for an output directory. @param outputDir: A C{str} output directory name, or C{None}. @param force: If C{True}, allow overwriting of pre-existing files. @return: The C{str} output directory name. """ if outputDir: if exists(ou...
Create or check for an output directory. @param outputDir: A C{str} output directory name, or C{None}. @param force: If C{True}, allow overwriting of pre-existing files. @return: The C{str} output directory name.
def __deserialize_primitive(self, data, klass): """Deserializes string to primitive type. :param data: str. :param klass: class literal. :return: int, long, float, str, bool. """ try: return klass(data) except UnicodeEncodeError: return s...
Deserializes string to primitive type. :param data: str. :param klass: class literal. :return: int, long, float, str, bool.
def saltenviron(environ): ''' Make Salt's opts dict and the APIClient available in the WSGI environ ''' if '__opts__' not in locals(): import salt.config __opts__ = salt.config.client_config( os.environ.get('SALT_MASTER_CONFIG', '/etc/salt/master')) environ['SALT_OPT...
Make Salt's opts dict and the APIClient available in the WSGI environ
def userToId(url): """ Extract the username from a contact URL. Matches addresses containing ``users/<user>`` or ``users/ME/contacts/<user>``. Args: url (str): Skype API URL Returns: str: extracted identifier """ match = re.search(r"user...
Extract the username from a contact URL. Matches addresses containing ``users/<user>`` or ``users/ME/contacts/<user>``. Args: url (str): Skype API URL Returns: str: extracted identifier
def create_html(self, fname, title="ClassTracker Statistics"): """ Create HTML page `fname` and additional files in a directory derived from `fname`. """ # Create a folder to store the charts and additional HTML files. self.basedir = os.path.dirname(os.path.abspath(fname)...
Create HTML page `fname` and additional files in a directory derived from `fname`.
def select_balanced_subset(items, select_count, categories, select_count_values=None, seed=None): """ Select items so the summed category weights are balanced. Each item has a dictionary containing the category weights. Items are selected until ``select_count`` is reached. The value that is added to...
Select items so the summed category weights are balanced. Each item has a dictionary containing the category weights. Items are selected until ``select_count`` is reached. The value that is added to ``select_count`` for an item can be defined in the dictionary ``select_count_values``. If this is not def...
def _init_from_csc(self, csc): """ Initialize data from a CSC matrix. """ if len(csc.indices) != len(csc.data): raise ValueError('length mismatch: {} vs {}'.format(len(csc.indices), len(csc.data))) handle = ctypes.c_void_p() _check_call(_LIB.XGDMatrixCreateFro...
Initialize data from a CSC matrix.
def voxelwise_diff(img_spec1=None, img_spec2=None, abs_value=True, cmap='gray', overlay_image=False, overlay_alpha=0.8, num_rows=2, num_cols=6, rescale_method='global',...
Voxel-wise difference map. Parameters ---------- img_spec1 : str or nibabel image-like object MR image (or path to one) to be visualized img_spec2 : str or nibabel image-like object MR image (or path to one) to be visualized abs_value : bool Flag indicating whether to take...
def options(argv=[]): """ A helper function that returns a dictionary of the default key-values pairs """ parser = HendrixOptionParser parsed_args = parser.parse_args(argv) return vars(parsed_args[0])
A helper function that returns a dictionary of the default key-values pairs
def _set_vrrpv3e(self, v, load=False): """ Setter method for vrrpv3e, mapped from YANG variable /routing_system/interface/ve/ipv6/vrrpv3e (list) If this variable is read-only (config: false) in the source YANG file, then _set_vrrpv3e is considered as a private method. Backends looking to populate th...
Setter method for vrrpv3e, mapped from YANG variable /routing_system/interface/ve/ipv6/vrrpv3e (list) If this variable is read-only (config: false) in the source YANG file, then _set_vrrpv3e is considered as a private method. Backends looking to populate this variable should do so via calling thisObj._s...
def create_option_vip(self): """Get an instance of option_vip services facade.""" return OptionVIP( self.networkapi_url, self.user, self.password, self.user_ldap)
Get an instance of option_vip services facade.
def _results_accumulator(self, filename): """ :type filename: str :param filename: name of file, used as a key to store in self.data :yields: (dict, detect_secrets.plugins.base.BasePlugin) Caller is responsible for updating the dictionary with results o...
:type filename: str :param filename: name of file, used as a key to store in self.data :yields: (dict, detect_secrets.plugins.base.BasePlugin) Caller is responsible for updating the dictionary with results of plugin analysis.
def color_args(args, *indexes): """ Color a list of arguments on particular indexes >>> c = color_args([None,'blue'], 1) >>> c.next() None >>> c.next() '0000FF' """ for i,arg in enumerate(args): if i in indexes: yield lookup_color(arg) else: ...
Color a list of arguments on particular indexes >>> c = color_args([None,'blue'], 1) >>> c.next() None >>> c.next() '0000FF'
def get_discrete_task_agent(generators, market, nStates, nOffer, markups, withholds, maxSteps, learner, Pd0=None, Pd_min=0.0): """ Returns a tuple of task and agent for the given learner. """ env = pyreto.discrete.MarketEnvironment(generators, market, numS...
Returns a tuple of task and agent for the given learner.
def from_code(cls, code: int) -> 'ColorCode': """ Return a ColorCode from a terminal code. """ c = cls() c._init_code(code) return c
Return a ColorCode from a terminal code.
def get_datetext(year, month, day): """year=2005, month=11, day=16 => '2005-11-16 00:00:00'""" input_format = "%Y-%m-%d" try: datestruct = time.strptime("%i-%i-%i" % (year, month, day), input_format) return strftime(datetext_format, datestruct) except: ...
year=2005, month=11, day=16 => '2005-11-16 00:00:00
def add(self, value): """ Add a value to the buffer. """ ind = int(self._ind % self.shape) self._pos = self._ind % self.shape self._values[ind] = value if self._ind < self.shape: self._ind += 1 # fast fill else: self._ind += self._...
Add a value to the buffer.
def _worker_thread_disk(self): # type: (Downloader) -> None """Worker thread for disk :param Downloader self: this """ while not self.termination_check: try: dd, offsets, data = self._disk_queue.get( block=False, timeout=0.1) ...
Worker thread for disk :param Downloader self: this
def update(self, resource, rid, updates): """ Updates the resource with id 'rid' with the given updates dictionary. """ if resource[-1] != '/': resource += '/' resource += str(rid) return self.put(resource, data=updates)
Updates the resource with id 'rid' with the given updates dictionary.
def dls(self)->List[DeviceDataLoader]: "Returns a list of all DeviceDataLoaders. If you need a specific DeviceDataLoader, access via the relevant property (`train_dl`, `valid_dl`, etc) as the index of DLs in this list is not guaranteed to remain constant." res = [self.train_dl, self.fix_dl, self.single_...
Returns a list of all DeviceDataLoaders. If you need a specific DeviceDataLoader, access via the relevant property (`train_dl`, `valid_dl`, etc) as the index of DLs in this list is not guaranteed to remain constant.
def format(self, vertices): """Format instance to dump vertices is dict of name to Vertex """ buf = io.StringIO() buf.write(self.name + '\n') buf.write('{\n') buf.write(' type {};\n'.format(self.type_)) buf.write(' faces\n') buf.write(' (...
Format instance to dump vertices is dict of name to Vertex
def dump( self, stream, progress=None, lower=None, upper=None, incremental=False, deltas=False ): """Dump the repository to a dumpfile stream. :param stream: A file stream to which the dumpfile is written :param progress: A file stream to which progress is written :p...
Dump the repository to a dumpfile stream. :param stream: A file stream to which the dumpfile is written :param progress: A file stream to which progress is written :param lower: Must be a numeric version number :param upper: Must be a numeric version number See ``svnadmin help ...
def decimate(self, fraction=0.5, N=None, boundaries=False, verbose=True): """ Downsample the number of vertices in a mesh. :param float fraction: the desired target of reduction. :param int N: the desired number of final points (**fraction** is recalculated based on it). :param ...
Downsample the number of vertices in a mesh. :param float fraction: the desired target of reduction. :param int N: the desired number of final points (**fraction** is recalculated based on it). :param bool boundaries: (True), decide whether to leave boundaries untouched or not. .. note...
def do_forget(self, repo): ''' Drop definition of a repo. forget REPO ''' self.abort_on_nonexisting_repo(repo, 'forget') self.network.forget(repo)
Drop definition of a repo. forget REPO
def ParseNumericOption(self, options, name, base=10, default_value=None): """Parses a numeric option. If the option is not set the default value is returned. Args: options (argparse.Namespace): command line arguments. name (str): name of the numeric option. base (Optional[int]): base of ...
Parses a numeric option. If the option is not set the default value is returned. Args: options (argparse.Namespace): command line arguments. name (str): name of the numeric option. base (Optional[int]): base of the numeric value. default_value (Optional[object]): default value. Re...
def per_from_id(flavors=chat_flavors+inline_flavors): """ :param flavors: ``all`` or a list of flavors :return: a seeder function that returns the from id only if the message flavor is in ``flavors``. """ return _wrap_none(lambda msg: msg['from']['i...
:param flavors: ``all`` or a list of flavors :return: a seeder function that returns the from id only if the message flavor is in ``flavors``.
def collapse_nodes(graph, survivor_mapping: Mapping[BaseEntity, Set[BaseEntity]]) -> None: """Collapse all nodes in values to the key nodes, in place. :param pybel.BELGraph graph: A BEL graph :param survivor_mapping: A dictionary with survivors as their keys, and iterables of the corresponding victims as ...
Collapse all nodes in values to the key nodes, in place. :param pybel.BELGraph graph: A BEL graph :param survivor_mapping: A dictionary with survivors as their keys, and iterables of the corresponding victims as values.
def get_body_text(self): """ Parse the body html and returns the body text using bs4 :return: body text :rtype: str """ if self.body_type != 'HTML': return self.body try: soup = bs(self.body, 'html.parser') except RuntimeError: ...
Parse the body html and returns the body text using bs4 :return: body text :rtype: str
def get_branches(self, local=True, remote_branches=True): """Returns a list of local and remote branches.""" if not self.repo.remotes: remote_branches = False branches = [] if remote_branches: # Remote refs. try: for b in self.remot...
Returns a list of local and remote branches.
def decorate(self, function_or_name): '''Decorate a function to time the execution The method can be called with or without a name. If no name is given the function defaults to the name of the function. :keyword function_or_name: The name to post to or the function to wrap >>>...
Decorate a function to time the execution The method can be called with or without a name. If no name is given the function defaults to the name of the function. :keyword function_or_name: The name to post to or the function to wrap >>> from statsd import Timer >>> timer = Tim...
def connect(self): ''' activates the connection object ''' if not HAVE_ZMQ: raise errors.AnsibleError("zmq is not installed") # this is rough/temporary and will likely be optimized later ... self.context = zmq.Context() socket = self.context.socket(zmq.REQ) ...
activates the connection object
def normalize_weight(self, samples): """normalize weight Parameters ---------- samples: list a collection of sample, it's a (NUM_OF_INSTANCE * NUM_OF_FUNCTIONS) matrix, representing{{w11, w12, ..., w1k}, {w21, w22, ... w2k}, ...{wk1, wk2,..., wkk}} ...
normalize weight Parameters ---------- samples: list a collection of sample, it's a (NUM_OF_INSTANCE * NUM_OF_FUNCTIONS) matrix, representing{{w11, w12, ..., w1k}, {w21, w22, ... w2k}, ...{wk1, wk2,..., wkk}} Returns ------- list ...
async def api_call(self, verb, action, params=None, add_authorization_token=True, retry=False): """Send api call.""" if add_authorization_token and not self.token: await self.refresh_token() try: return await self._api_call_impl(verb, action, params, add_authorization_to...
Send api call.
def body(self) -> Union[bytes, str, List[Any], Dict[Any, Any], RawIOBase, None]: """ 获取body """ return self._body
获取body
def get_eci_assignment_number(encoding): """\ Returns the ECI number for the provided encoding. :param str encoding: A encoding name :return str: The ECI number. """ try: return consts.ECI_ASSIGNMENT_NUM[codecs.lookup(encoding).name] except KeyError: raise QRCodeError('Unkno...
\ Returns the ECI number for the provided encoding. :param str encoding: A encoding name :return str: The ECI number.
def MSTORE8(self, address, value): """Save byte to memory""" if istainted(self.pc): for taint in get_taints(self.pc): value = taint_with(value, taint) self._allocate(address, 1) self._store(address, Operators.EXTRACT(value, 0, 8), 1)
Save byte to memory
def fix_nls(self, in_, out_): """Fixes submitted translations by filtering carriage returns and pairing newlines at the begging and end of the translated string with the original """ if 0 == len(in_) or 0 == len(out_): return out_ if "\r" in out_ and "\r" not in in_:...
Fixes submitted translations by filtering carriage returns and pairing newlines at the begging and end of the translated string with the original
def parse(self): """ Parse the options. """ # Run the parser opt, arg = self.parser.parse_known_args(self.arguments) self.opt = opt self.arg = arg self.check() # Enable --all if no particular stat or group selected opt.all = not any([ getattr(...
Parse the options.
def _write_branch_and_tag_to_meta_yaml(self): """ Write branch and tag to meta.yaml by editing in place """ ## set the branch to pull source from with open(self.meta_yaml.replace("meta", "template"), 'r') as infile: dat = infile.read() newdat = dat.format(...
Write branch and tag to meta.yaml by editing in place
def initialize(self, training_info, model, environment, device): """ Initialize policy gradient from reinforcer settings """ self.target_model = self.model_factory.instantiate(action_space=environment.action_space).to(device) self.target_model.load_state_dict(model.state_dict()) self.tar...
Initialize policy gradient from reinforcer settings
def to_rest_models(models, includes=None): """ Convert the models into a dict for serialization models should be an array of single model objects that will each be serialized. :return: dict """ props = {} props['data'] = [] for model in models: props['data'].append(_to_rest(m...
Convert the models into a dict for serialization models should be an array of single model objects that will each be serialized. :return: dict