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def set_header ( self , name : str , value : _HeaderTypes ) -> None : """Sets the given response header name and value . All header values are converted to strings ( ` datetime ` objects are formatted according to the HTTP specification for the ` ` Date ` ` header ) ."""
self . _headers [ name ] = self . _convert_header_value ( value )
def bracketOrder ( self , action : str , quantity : float , limitPrice : float , takeProfitPrice : float , stopLossPrice : float , ** kwargs ) -> BracketOrder : """Create a limit order that is bracketed by a take - profit order and a stop - loss order . Submit the bracket like : . . code - block : : python fo...
assert action in ( 'BUY' , 'SELL' ) reverseAction = 'BUY' if action == 'SELL' else 'SELL' parent = LimitOrder ( action , quantity , limitPrice , orderId = self . client . getReqId ( ) , transmit = False , ** kwargs ) takeProfit = LimitOrder ( reverseAction , quantity , takeProfitPrice , orderId = self . client . getReq...
def from_time_ranges ( cls , min_times , max_times , delta_t = DEFAULT_OBSERVATION_TIME ) : """Create a TimeMOC from a range defined by two ` astropy . time . Time ` Parameters min _ times : ` astropy . time . Time ` astropy times defining the left part of the intervals max _ times : ` astropy . time . Time...
min_times_arr = np . asarray ( min_times . jd * TimeMOC . DAY_MICRO_SEC , dtype = int ) max_times_arr = np . asarray ( max_times . jd * TimeMOC . DAY_MICRO_SEC , dtype = int ) intervals_arr = np . vstack ( ( min_times_arr , max_times_arr + 1 ) ) . T # degrade the TimeMoc to the order computer from ` ` delta _ t ` ` ord...
def _unpack ( self , data ) : """Unpacks the given byte string and parses the result from JSON . Returns None on failure and saves data into " self . buffer " ."""
msg_magic , msg_length , msg_type = self . _unpack_header ( data ) msg_size = self . _struct_header_size + msg_length # XXX : Message shouldn ' t be any longer than the data payload = data [ self . _struct_header_size : msg_size ] return payload . decode ( 'utf-8' , 'replace' )
def load_filters ( self ) : """Load filter module ( s )"""
for f in sorted ( logdissect . filters . __filters__ ) : self . filter_modules [ f ] = __import__ ( 'logdissect.filters.' + f , globals ( ) , locals ( ) , [ logdissect ] ) . FilterModule ( args = self . filter_args )
def new ( self , name = None , stack = 'cedar' , region = None ) : """Creates a new app ."""
payload = { } if name : payload [ 'app[name]' ] = name if stack : payload [ 'app[stack]' ] = stack if region : payload [ 'app[region]' ] = region r = self . _h . _http_resource ( method = 'POST' , resource = ( 'apps' , ) , data = payload ) name = json . loads ( r . content ) . get ( 'name' ) return self . _...
def share ( self , group_id , group_access , expires_at = None , ** kwargs ) : """Share the project with a group . Args : group _ id ( int ) : ID of the group . group _ access ( int ) : Access level for the group . * * kwargs : Extra options to send to the server ( e . g . sudo ) Raises : GitlabAuthenti...
path = '/projects/%s/share' % self . get_id ( ) data = { 'group_id' : group_id , 'group_access' : group_access , 'expires_at' : expires_at } self . manager . gitlab . http_post ( path , post_data = data , ** kwargs )
def send_keys ( key_string ) : """sends the text or keys to the active application using shell Note , that the imp module shows deprecation warning . Examples : shell . SendKeys ( " ^ a " ) # CTRL + A shell . SendKeys ( " { DELETE } " ) # Delete key shell . SendKeys ( " hello this is a lot of text with a ...
try : shell = win32com . client . Dispatch ( "WScript.Shell" ) shell . SendKeys ( key_string ) except Exception as ex : print ( 'error calling win32com.client.Dispatch (SendKeys)' )
def clear ( * objects_to_clear ) : """Clears allowances / expectations on objects : param object objects _ to _ clear : The objects to remove allowances and expectations from ."""
if not hasattr ( _thread_local_data , 'current_space' ) : return space = current_space ( ) for obj in objects_to_clear : space . clear ( obj )
def main ( ) : """Build and parse command line ."""
parser = argument_parser ( version = __version__ ) args = parser . parse_args ( ) if args . debug : log_level = logging . DEBUG elif args . verbose : log_level = logging . INFO else : log_level = logging . WARNING logging . basicConfig ( format = '%(levelname)s: %(message)s' , level = log_level ) max_retrie...
def remove ( self , interval ) : """Returns self after removing the interval and balancing . If interval is not present , raise ValueError ."""
# since this is a list , called methods can set this to [ 1 ] , # making it true done = [ ] return self . remove_interval_helper ( interval , done , should_raise_error = True )
def get_site_packages ( venv ) : '''Return the path to the site - packages directory of a virtualenv venv Path to the virtualenv . CLI Example : . . code - block : : bash salt ' * ' virtualenv . get _ site _ packages / path / to / my / venv'''
bin_path = _verify_virtualenv ( venv ) ret = __salt__ [ 'cmd.exec_code_all' ] ( bin_path , 'from distutils import sysconfig; ' 'print(sysconfig.get_python_lib())' ) if ret [ 'retcode' ] != 0 : raise CommandExecutionError ( '{stdout}\n{stderr}' . format ( ** ret ) ) return ret [ 'stdout' ]
def digest ( args ) : """% prog digest fastafile NspI , BfuCI Digest fasta sequences to map restriction site positions ."""
p = OptionParser ( digest . __doc__ ) p . set_outfile ( ) opts , args = p . parse_args ( args ) if len ( args ) != 2 : sys . exit ( not p . print_help ( ) ) fastafile , enzymes = args enzymes = enzymes . split ( "," ) enzymes = [ x for x in AllEnzymes if str ( x ) in enzymes ] f = Fasta ( fastafile , lazy = True ) ...
def _havdalah_datetime ( self ) : """Compute the havdalah time based on settings ."""
if self . havdalah_offset == 0 : return self . zmanim [ "three_stars" ] # Otherwise , use the offset . return ( self . zmanim [ "sunset" ] + dt . timedelta ( minutes = self . havdalah_offset ) )
def fromutc ( self , dt ) : '''See datetime . tzinfo . fromutc'''
dt = dt . replace ( tzinfo = None ) idx = max ( 0 , bisect_right ( self . _utc_transition_times , dt ) - 1 ) inf = self . _transition_info [ idx ] return ( dt + inf [ 0 ] ) . replace ( tzinfo = self . _tzinfos [ inf ] )
def maximin_distance_subset1d ( items , K = None , min_thresh = None , verbose = False ) : r"""Greedy algorithm , may be exact for 1d case . First , choose the first item , then choose the next item that is farthest away from all previously chosen items . Iterate . CommandLine : python - m utool . util _ al...
if False : import pulp # Formulate integer program prob = pulp . LpProblem ( "MaxSizeLargeDistSubset" , pulp . LpMaximize ) # Solution variable indicates if set it chosen or not item_indices = list ( range ( len ( items ) ) ) pair_indices = list ( ut . combinations ( item_indices , 2 ) ) x =...
def visit_FunctionDef ( self , node ) : """Initialize variable for the current function to add edges from calls . We compute variable to call dependencies and add edges when returns are reach ."""
# Ensure there are no nested functions . assert self . current_function is None self . current_function = node self . naming = dict ( ) self . in_cond = False # True when we are in a if , while or for self . generic_visit ( node ) self . current_function = None
def updatePassword ( self , user , currentPassword , newPassword ) : """Change the password of a user ."""
return self . __post ( '/api/updatePassword' , data = { 'user' : user , 'currentPassword' : currentPassword , 'newPassword' : newPassword } )
async def play ( self ) : """Starts playback from lavalink ."""
if self . repeat and self . current is not None : self . queue . append ( self . current ) self . current = None self . position = 0 self . _paused = False if not self . queue : await self . stop ( ) else : self . _is_playing = True if self . shuffle : track = self . queue . pop ( randrange ( le...
def slugify ( s ) : """Convert any string to a " slug " , a simplified form suitable for filename and URL part . EXAMPLE : " Trees about bees " = > ' trees - about - bees ' EXAMPLE : " My favorites ! " = > ' my - favorites ' N . B . that its behavior should match this client - side slugify function , so we ...
slug = s . lower ( ) # force to lower case slug = re . sub ( '[^a-z0-9 -]' , '' , slug ) # remove invalid chars slug = re . sub ( r'\s+' , '-' , slug ) # collapse whitespace and replace by - slug = re . sub ( '-+' , '-' , slug ) # collapse dashes if not slug : slug = 'untitled' return slug
def clean ( ctx ) : """Clean previously built package artifacts ."""
ctx . run ( f"python setup.py clean" ) dist = ROOT . joinpath ( "dist" ) build = ROOT . joinpath ( "build" ) print ( f"[clean] Removing {dist} and {build}" ) if dist . exists ( ) : shutil . rmtree ( str ( dist ) ) if build . exists ( ) : shutil . rmtree ( str ( build ) )
def is_valid ( n ) : """Python function to verify if the frequency of every digit does not exceed its own value . Examples : is _ valid ( 1234 ) - > True is _ valid ( 51241 ) - > False is _ valid ( 321 ) - > True"""
for i in range ( 10 ) : temp = n frequency = 0 while temp : if ( ( temp % 10 ) == i ) : frequency += 1 if ( frequency > i ) : return False temp //= 10 return True
def start_auth ( self , context , request_info ) : """See super class method satosa . backends . base # start _ auth : type context : satosa . context . Context : type request _ info : satosa . internal . InternalData"""
oidc_nonce = rndstr ( ) oidc_state = rndstr ( ) state_data = { NONCE_KEY : oidc_nonce , STATE_KEY : oidc_state } context . state [ self . name ] = state_data args = { "scope" : self . config [ "client" ] [ "auth_req_params" ] [ "scope" ] , "response_type" : self . config [ "client" ] [ "auth_req_params" ] [ "response_t...
def recruit_participants ( self , n = 1 , exp = None ) : """Recruit n participants ."""
for i in xrange ( n ) : newcomer = exp . agent_type ( ) exp . newcomer_arrival_trigger ( newcomer )
def operator_numeric_type ( method ) : """Intended to wrap operator methods , this decorator ensures a numeric type was passed . : param method : The method being decorated . : return : The wrapper to replace the method with ."""
def wrapper ( self , other ) : if not isinstance ( other , _NUMERIC_TYPES ) : raise TypeError ( 'unsupported operand types: \'{0}\' and \'{1}\'' . format ( self . __class__ . __name__ , other . __class__ . __name__ ) ) return method ( self , other ) return wrapper
def _run_train ( ppo_hparams , event_dir , model_dir , restarter , train_summary_op , eval_summary_op , initializers , report_fn = None , model_save_fn = None ) : """Train ."""
summary_writer = tf . summary . FileWriter ( event_dir , graph = tf . get_default_graph ( ) , flush_secs = 60 ) model_saver = tf . train . Saver ( tf . global_variables ( ppo_hparams . policy_network + "/.*" ) + tf . global_variables ( "training/" + ppo_hparams . policy_network + "/.*" ) + # tf . global _ variables ( "...
def setup ( app ) : '''Required Sphinx extension setup function .'''
app . add_config_value ( 'bokeh_gallery_dir' , join ( "docs" , "gallery" ) , 'html' ) app . connect ( 'config-inited' , config_inited_handler ) app . add_directive ( 'bokeh-gallery' , BokehGalleryDirective )
def maelstrom ( args ) : """Run the maelstrom method ."""
infile = args . inputfile genome = args . genome outdir = args . outdir pwmfile = args . pwmfile methods = args . methods ncpus = args . ncpus if not os . path . exists ( infile ) : raise ValueError ( "file {} does not exist" . format ( infile ) ) if methods : methods = [ x . strip ( ) for x in methods . split ...
def openconfig_lacp ( device_name = None ) : '''. . versionadded : : 2019.2.0 Return a dictionary structured as standardised in the ` openconfig - lacp < http : / / ops . openconfig . net / branches / master / openconfig - lacp . html > ` _ YANG model , with configuration data for Link Aggregation Control Pro...
oc_lacp = { } interfaces = get_interfaces ( device_name = device_name ) for interface in interfaces : if not interface [ 'lag' ] : continue if_name , if_unit = _if_name_unit ( interface [ 'name' ] ) parent_if = interface [ 'lag' ] [ 'name' ] if parent_if not in oc_lacp : oc_lacp [ parent...
def get_learning_objective_ids ( self ) : """This method mirrors that in the Item . So that questions can also be inspected for learning objectives"""
if 'learningObjectiveIds' not in self . _my_map : # Will this ever be the case ? collection = JSONClientValidated ( 'assessment' , collection = 'Item' , runtime = self . _runtime ) item_map = collection . find_one ( { '_id' : ObjectId ( Id ( self . _my_map [ 'itemId' ] ) . get_identifier ( ) ) } ) self . _m...
def do_use ( self , region ) : """Switch the AWS region > use us - west - 1 > use us - east - 1"""
if self . _local_endpoint is not None : host , port = self . _local_endpoint # pylint : disable = W0633 self . engine . connect ( region , session = self . session , host = host , port = port , is_secure = False ) else : self . engine . connect ( region , session = self . session )
def timeOneSearch ( queryString ) : """Returns ( search result as JSON string , time elapsed during search )"""
startTime = time . clock ( ) resultString = backend . runSearchVariants ( queryString ) endTime = time . clock ( ) elapsedTime = endTime - startTime return resultString , elapsedTime
def writeTicks ( self , ticks ) : '''read quotes'''
tName = self . tableName ( HBaseDAM . TICK ) if tName not in self . __hbase . getTableNames ( ) : self . __hbase . createTable ( tName , [ ColumnDescriptor ( name = HBaseDAM . TICK , maxVersions = 5 ) ] ) for tick in ticks : self . __hbase . updateRow ( self . tableName ( HBaseDAM . TICK ) , tick . time , [ Mut...
def node ( self , name , label = None , _attributes = None , ** attrs ) : """Create a node . Args : name : Unique identifier for the node inside the source . label : Caption to be displayed ( defaults to the node ` ` name ` ` ) . attrs : Any additional node attributes ( must be strings ) ."""
name = self . _quote ( name ) attr_list = self . _attr_list ( label , attrs , _attributes ) line = self . _node % ( name , attr_list ) self . body . append ( line )
def get_report_data_rows ( self , request , queryset ) : """Using the builders for the queryset model , iterates over the queryset to generate a result with headers and rows . This queryset must be the exact same received in the . process method , which tells us that this function should be called inside . proc...
model = queryset . model meta = model . _meta field_names = set ( field . name for field in meta . fields ) list_report = self . get_list_report ( request ) or field_names queried_field_named = [ l for l in list_report if l in field_names ] or [ 'id' ] columns = self . get_report_column_builders ( request , model ) hea...
def initial_contact ( self , enable_ssh = True , time_zone = None , keyboard = None , install_on_server = None , filename = None , as_base64 = False ) : """Allows to save the initial contact for for the specified node : param bool enable _ ssh : flag to know if we allow the ssh daemon on the specified node : ...
result = self . make_request ( NodeCommandFailed , method = 'create' , raw_result = True , resource = 'initial_contact' , params = { 'enable_ssh' : enable_ssh } ) if result . content : if as_base64 : result . content = b64encode ( result . content ) if filename : try : save_to_file (...
def loader_for_file ( filename ) : """Returns a Loader that can load the specified file , based on the file extension . None if failed to determine . : param filename : the filename to get the loader for : type filename : str : return : the assoicated loader instance or None if none found : rtype : Loader""...
loader = javabridge . static_call ( "weka/core/converters/ConverterUtils" , "getLoaderForFile" , "(Ljava/lang/String;)Lweka/core/converters/AbstractFileLoader;" , filename ) if loader is None : return None else : return Loader ( jobject = loader )
def transform_33_32 ( inst , new_inst , i , n , offset , instructions , new_asm ) : """MAKE _ FUNCTION , and MAKE _ CLOSURE have an additional LOAD _ CONST of a name that are not in Python 3.2 . Remove these ."""
add_size = xdis . op_size ( new_inst . opcode , opcode_33 ) if inst . opname in ( 'MAKE_FUNCTION' , 'MAKE_CLOSURE' ) : # Previous instruction should be a load const which # contains the name of the function to call prev_inst = instructions [ i - 1 ] assert prev_inst . opname == 'LOAD_CONST' assert isinstanc...
def _obj ( self ) : """Get an objective ."""
class Objectives ( object ) : def __getitem__ ( _self , name ) : return self . getObjective ( name ) def __iter__ ( _self ) : return self . getObjectives ( ) return Objectives ( )
def _parse_response ( self , resp ) : """Gets the authentication information from the returned JSON ."""
super ( RaxIdentity , self ) . _parse_response ( resp ) user = resp [ "access" ] [ "user" ] defreg = user . get ( "RAX-AUTH:defaultRegion" ) if defreg : self . _default_region = defreg
def static_url ( redis , path ) : """Gets the static path for a file"""
file_hash = get_cache_buster ( redis , path ) return "%s/%s?v=%s" % ( oz . settings [ "static_host" ] , path , file_hash )
def plot_data ( self ) : """Plots the loaded data"""
# Clear the plot before plotting onto it self . ax . cla ( ) if self . sample is None : return if self . current_channels is None : self . current_channels = self . sample . channel_names [ : 2 ] channels = self . current_channels channels_to_plot = channels [ 0 ] if len ( channels ) == 1 else channels self . s...
def initialize_dag ( self , targets : Optional [ List [ str ] ] = [ ] , nested : bool = False ) -> SoS_DAG : '''Create a DAG by analyzing sections statically .'''
self . reset_dict ( ) dag = SoS_DAG ( name = self . md5 ) targets = sos_targets ( targets ) self . add_forward_workflow ( dag , self . workflow . sections ) if self . resolve_dangling_targets ( dag , targets ) == 0 : if targets : raise UnknownTarget ( f'No step to generate target {targets}.' ) # now , there...
def get_by_example_skiplist ( cls , collection , index_id , example_data , allow_multiple = True , skip = None , limit = None ) : """This will find all documents matching a given example , using the specified skiplist index . : param collection Collection instance : param index _ id ID of the index which should...
kwargs = { 'index' : index_id , 'skip' : skip , 'limit' : limit , } return cls . _construct_query ( name = 'by-example-skiplist' , collection = collection , example = example_data , multiple = allow_multiple , ** kwargs )
def create_attributes ( self , cell , cell_type = None ) : """Turn the attribute dict into an attribute string for the code block ."""
if self . strip_outputs or not hasattr ( cell , 'execution_count' ) : return 'python' attrs = cell . metadata . get ( 'attributes' ) attr = PandocAttributes ( attrs , 'dict' ) if 'python' in attr . classes : attr . classes . remove ( 'python' ) if 'input' in attr . classes : attr . classes . remove ( 'input...
def _format_host ( host , data , indent_level = 1 ) : '''Main highstate formatter . can be called recursively if a nested highstate contains other highstates ( ie in an orchestration )'''
host = salt . utils . data . decode ( host ) colors = salt . utils . color . get_colors ( __opts__ . get ( 'color' ) , __opts__ . get ( 'color_theme' ) ) tabular = __opts__ . get ( 'state_tabular' , False ) rcounts = { } rdurations = [ ] hcolor = colors [ 'GREEN' ] hstrs = [ ] nchanges = 0 strip_colors = __opts__ . get...
def get_state ( cls , clz ) : """Retrieve the state of a given Class . : param clz : types . ClassType : return : Class state . : rtype : dict"""
if clz not in cls . __shared_state : cls . __shared_state [ clz ] = ( clz . init_state ( ) if hasattr ( clz , "init_state" ) else { } ) return cls . __shared_state [ clz ]
def computePi ( self , method = 'power' ) : """Calculate the steady state distribution using your preferred method and store it in the attribute ` pi ` . By default uses the most robust method , ' power ' . Other methods are ' eigen ' , ' linear ' , and ' krylov ' Parameters method : string , optional ( defau...
methodSet = [ 'power' , 'eigen' , 'linear' , 'krylov' ] assert method in methodSet , "Incorrect method specified. Choose from %r" % methodSet method = method + 'Method' return getattr ( self , method ) ( )
def dict_isect_combine ( dict1 , dict2 , combine_op = op . add ) : """Intersection of dict keys and combination of dict values"""
keys3 = set ( dict1 . keys ( ) ) . intersection ( set ( dict2 . keys ( ) ) ) dict3 = { key : combine_op ( dict1 [ key ] , dict2 [ key ] ) for key in keys3 } return dict3
def placeOrder ( self , contract , order , orderId = None , account = None ) : """Place order on IB TWS"""
# get latest order id before submitting an order self . requestOrderIds ( ) # continue . . . useOrderId = self . orderId if orderId == None else orderId if account : order . m_account = account self . ibConn . placeOrder ( useOrderId , contract , order ) account_key = order . m_account self . orders [ useOrderId ] ...
def ssh_cmd ( self , name , ssh_command ) : """SSH into given container and executre command if given"""
if not self . container_exists ( name = name ) : exit ( "Unknown container {0}" . format ( name ) ) if not self . container_running ( name = name ) : exit ( "Container {0} is not running" . format ( name ) ) ip = self . get_container_ip ( name ) if not ip : exit ( "Failed to get network address for " "conta...
def get_simplex_solution_graph ( self ) : '''API : get _ simplex _ solution _ graph ( self ) : Description : Assumes a feasible flow solution stored in ' flow ' attribute ' s of arcs . Returns the graph with arcs that have flow between 0 and capacity . Pre : (1 ) ' flow ' attribute represents a feasib...
simplex_g = Graph ( type = DIRECTED_GRAPH ) for i in self . neighbors : simplex_g . add_node ( i ) for e in self . edge_attr : flow_e = self . edge_attr [ e ] [ 'flow' ] capacity_e = self . edge_attr [ e ] [ 'capacity' ] if flow_e > 0 and flow_e < capacity_e : simplex_g . add_edge ( e [ 0 ] , e ...
def parse_filter ( args , analog = False , sample_rate = None ) : """Parse arbitrary input args into a TF or ZPK filter definition Parameters args : ` tuple ` , ` ~ scipy . signal . lti ` filter definition , normally just captured positional ` ` * args ` ` from a function call analog : ` bool ` , optional...
if analog and not sample_rate : raise ValueError ( "Must give sample_rate frequency to convert " "analog filter to digital" ) # unpack filter if isinstance ( args , tuple ) and len ( args ) == 1 : # either packed defintion ( ( z , p , k ) ) or simple definition ( lti , ) args = args [ 0 ] # parse FIR filter if ...
def _reassign_quantity_indexer ( data , indexers ) : """Reassign a units . Quantity indexer to units of relevant coordinate ."""
def _to_magnitude ( val , unit ) : try : return val . to ( unit ) . m except AttributeError : return val for coord_name in indexers : # Handle axis types for DataArrays if ( isinstance ( data , xr . DataArray ) and coord_name not in data . dims and coord_name in readable_to_cf_axes ) : ...
def training_loop_hparams_from_scoped_overrides ( scoped_overrides , trial_id ) : """Create HParams suitable for training loop from scoped HParams . Args : scoped _ overrides : HParams , with keys all scoped by one of HP _ SCOPES . These parameters are overrides for the base HParams created by create _ loop...
trial_hp_overrides = scoped_overrides . values ( ) # Create loop , model , and ppo base HParams loop_hp = create_loop_hparams ( ) model_hp_name = trial_hp_overrides . get ( "loop.generative_model_params" , loop_hp . generative_model_params ) model_hp = registry . hparams ( model_hp_name ) . parse ( FLAGS . hparams ) ba...
def longTouch ( self , x , y , duration = 2000 , orientation = - 1 ) : '''Long touches at ( x , y ) @ param duration : duration in ms @ param orientation : the orientation ( - 1 : undefined ) This workaround was suggested by U { HaMi < http : / / stackoverflow . com / users / 2571957 / hami > }'''
self . __checkTransport ( ) self . drag ( ( x , y ) , ( x , y ) , duration , orientation )
def pack ( window , sizer , expand = 1.1 ) : "simple wxPython pack function"
tsize = window . GetSize ( ) msize = window . GetMinSize ( ) window . SetSizer ( sizer ) sizer . Fit ( window ) nsize = ( 10 * int ( expand * ( max ( msize [ 0 ] , tsize [ 0 ] ) / 10 ) ) , 10 * int ( expand * ( max ( msize [ 1 ] , tsize [ 1 ] ) / 10. ) ) ) window . SetSize ( nsize )
def parse_config_h ( fp , vars = None ) : """Parse a config . h - style file . A dictionary containing name / value pairs is returned . If an optional dictionary is passed in as the second argument , it is used instead of a new dictionary ."""
if vars is None : vars = { } define_rx = re . compile ( "#define ([A-Z][A-Za-z0-9_]+) (.*)\n" ) undef_rx = re . compile ( "/[*] #undef ([A-Z][A-Za-z0-9_]+) [*]/\n" ) while True : line = fp . readline ( ) if not line : break m = define_rx . match ( line ) if m : n , v = m . group ( 1 ...
def read_img ( path ) : """Reads image specified by path into numpy . ndarray"""
img = cv2 . resize ( cv2 . imread ( path , 0 ) , ( 80 , 30 ) ) . astype ( np . float32 ) / 255 img = np . expand_dims ( img . transpose ( 1 , 0 ) , 0 ) return img
def uncertainty_pi ( self ) : """Estimate of the element - wise asymptotic standard deviation in the stationary distribution ."""
if self . information_ is None : self . _build_information ( ) sigma_pi = _ratematrix . sigma_pi ( self . information_ , theta = self . theta_ , n = self . n_states_ ) return sigma_pi
def get_zones ( region = None , key = None , keyid = None , profile = None ) : '''Get a list of AZs for the configured region . CLI Example : . . code - block : : bash salt myminion boto _ ec2 . get _ zones'''
conn = _get_conn ( region = region , key = key , keyid = keyid , profile = profile ) return [ z . name for z in conn . get_all_zones ( ) ]
def prepare_csv_to_dataframe ( data_file , config , use_target = True ) : """Parses the given data file following the data model of the given configuration . @ return : pandas DataFrame"""
names , dtypes = [ ] , [ ] model = config . get_data_model ( ) for feature in model : assert feature . get_name ( ) not in names , "Two features can't have the same name." if not use_target and feature . is_target ( ) : continue names . append ( feature . get_name ( ) ) data = pd . read_csv ( data_f...
def remove_binary_support ( self , api_id , cors = False ) : """Remove binary support"""
response = self . apigateway_client . get_rest_api ( restApiId = api_id ) if "binaryMediaTypes" in response and "*/*" in response [ "binaryMediaTypes" ] : self . apigateway_client . update_rest_api ( restApiId = api_id , patchOperations = [ { 'op' : 'remove' , 'path' : '/binaryMediaTypes/*~1*' } ] ) if cors : # go ...
def remove_stage ( self , stage , edit_version = None , ** kwargs ) : ''': param stage : A number for the stage index ( for the nth stage , starting from 0 ) , or a string of the stage index , name , or ID : type stage : int or string : param edit _ version : if provided , the edit version of the workflow that ...
stage_id = self . _get_stage_id ( stage ) remove_stage_input = { "stage" : stage_id } self . _add_edit_version_to_request ( remove_stage_input , edit_version ) try : dxpy . api . workflow_remove_stage ( self . _dxid , remove_stage_input , ** kwargs ) finally : self . describe ( ) # update cached describe re...
def list_sas ( self , filters = None ) : """Retrieve active IKE _ SAs and associated CHILD _ SAs . : param filters : retrieve only matching IKE _ SAs ( optional ) : type filters : dict : return : list of active IKE _ SAs and associated CHILD _ SAs : rtype : list"""
_ , sa_list = self . handler . streamed_request ( "list-sas" , "list-sa" , filters ) return sa_list
def handle ( self , pkt , raddress , rport ) : """Handle a packet we just received ."""
log . debug ( "In TftpStateServerStart.handle" ) if isinstance ( pkt , TftpPacketRRQ ) : log . debug ( "Handling an RRQ packet" ) return TftpStateServerRecvRRQ ( self . context ) . handle ( pkt , raddress , rport ) elif isinstance ( pkt , TftpPacketWRQ ) : log . debug ( "Handling a WRQ packet" ) return ...
def get_symbol ( num_classes , num_layers = 11 , batch_norm = False , dtype = 'float32' , ** kwargs ) : """Parameters num _ classes : int , default 1000 Number of classification classes . num _ layers : int Number of layers for the variant of densenet . Options are 11 , 13 , 16 , 19. batch _ norm : bool ,...
vgg_spec = { 11 : ( [ 1 , 1 , 2 , 2 , 2 ] , [ 64 , 128 , 256 , 512 , 512 ] ) , 13 : ( [ 2 , 2 , 2 , 2 , 2 ] , [ 64 , 128 , 256 , 512 , 512 ] ) , 16 : ( [ 2 , 2 , 3 , 3 , 3 ] , [ 64 , 128 , 256 , 512 , 512 ] ) , 19 : ( [ 2 , 2 , 4 , 4 , 4 ] , [ 64 , 128 , 256 , 512 , 512 ] ) } if num_layers not in vgg_spec : raise V...
def tag_dssp_solvent_accessibility ( self , force = False ) : """Tags each ` Residues ` Polymer with its solvent accessibility . Notes For more about DSSP ' s solvent accessibilty metric , see : http : / / swift . cmbi . ru . nl / gv / dssp / HTML / descrip . html # ACC References . . [ 1 ] Kabsch W , San...
tagged = [ 'dssp_acc' in x . tags . keys ( ) for x in self . _monomers ] if ( not all ( tagged ) ) or force : dssp_out = run_dssp ( self . pdb , path = False ) if dssp_out is None : return dssp_acc_list = extract_solvent_accessibility_dssp ( dssp_out , path = False ) for monomer , dssp_acc in zi...
def set_I ( self , I = None ) : """Set the current circulating on the coil ( A )"""
C0 = I is None C1 = type ( I ) in [ int , float , np . int64 , np . float64 ] C2 = type ( I ) in [ list , tuple , np . ndarray ] msg = "Arg I must be None, a float or an 1D np.ndarray !" assert C0 or C1 or C2 , msg if C1 : I = np . array ( [ I ] , dtype = float ) elif C2 : I = np . asarray ( I , dtype = float )...
def get_taf_flight_rules ( lines : [ dict ] ) -> [ dict ] : # type : ignore """Get flight rules by looking for missing data in prior reports"""
for i , line in enumerate ( lines ) : temp_vis , temp_cloud = line [ 'visibility' ] , line [ 'clouds' ] for report in reversed ( lines [ : i ] ) : if not _is_tempo_or_prob ( report [ 'type' ] ) : if temp_vis == '' : temp_vis = report [ 'visibility' ] if 'SKC' in r...
def rows ( self , offs ) : '''Iterate over raw indx , bytes tuples from a given offset .'''
lkey = s_common . int64en ( offs ) for lkey , byts in self . slab . scanByRange ( lkey , db = self . db ) : indx = s_common . int64un ( lkey ) yield indx , byts
def _vard ( ins ) : """Defines a memory space with a default set of bytes / words in hexadecimal ( starting with a number ) or literals ( starting with # ) . Numeric values with more than 2 digits represents a WORD ( 2 bytes ) value . E . g . ' 01 ' = > 0 , ' 001 ' = > 1 , 0 bytes Literal values starts with...
output = [ ] output . append ( '%s:' % ins . quad [ 1 ] ) q = eval ( ins . quad [ 2 ] ) for x in q : if x [ 0 ] == '#' : # literal ? size_t = 'W' if x [ 1 ] == '#' else 'B' output . append ( 'DEF{0} {1}' . format ( size_t , x . lstrip ( '#' ) ) ) continue # must be an hex number x = ...
def get_git_branch ( git_path = 'git' ) : """Returns the name of the current git branch"""
branch_match = call ( ( git_path , 'rev-parse' , '--symbolic-full-name' , 'HEAD' ) ) if branch_match == "HEAD" : return None else : return os . path . basename ( branch_match )
async def messages ( self ) : """Iterate through RMB posts from newest to oldest . Returns an asynchronous generator that yields : class : ` Post `"""
# Messages may be posted on the RMB while the generator is running . oldest_id_seen = float ( 'inf' ) for offset in count ( step = 100 ) : posts_bunch = await self . _get_messages ( offset = offset ) for post in reversed ( posts_bunch ) : if post . id < oldest_id_seen : yield post oldest...
def pix_to_skydir ( xpix , ypix , wcs ) : """Convert pixel coordinates to a skydir object . Gracefully handles 0 - d coordinate arrays . Always returns a celestial coordinate . Parameters xpix : ` numpy . ndarray ` ypix : ` numpy . ndarray ` wcs : ` ~ astropy . wcs . WCS `"""
xpix = np . array ( xpix ) ypix = np . array ( ypix ) if xpix . ndim > 0 and len ( xpix ) == 0 : return SkyCoord ( np . empty ( 0 ) , np . empty ( 0 ) , unit = 'deg' , frame = 'icrs' ) return SkyCoord . from_pixel ( xpix , ypix , wcs , origin = 0 ) . transform_to ( 'icrs' )
def wind_bft ( ms ) : "Convert wind from metres per second to Beaufort scale"
if ms is None : return None for bft in range ( len ( _bft_threshold ) ) : if ms < _bft_threshold [ bft ] : return bft return len ( _bft_threshold )
def send_message ( self , user = None , message = None , channel = None ) : """Todo connect"""
self . transport . send_message ( user = user , message = message , channel = channel )
def resume ( self , mask , filename , port , pos ) : """Resume a DCC send"""
self . connections [ 'send' ] [ 'masks' ] [ mask ] [ port ] . offset = pos message = 'DCC ACCEPT %s %d %d' % ( filename , port , pos ) self . bot . ctcp ( mask , message )
def _prepare_doc ( func , args , delimiter_chars ) : """From the function docstring get the arg parse description and arguments help message . If there is no docstring simple description and help message are created . Args : func : the function that needs argument parsing args : name of the function argum...
_LOG . debug ( "Preparing doc for '%s'" , func . __name__ ) if not func . __doc__ : return _get_default_help_message ( func , args ) description = [ ] args_help = { } fill_description = True arg_name = None arg_doc_regex = re . compile ( "\b*(?P<arg_name>\w+)\s*%s\s*(?P<help_msg>.+)" % delimiter_chars ) for line in...
def iterative_limited_depth_first ( problem , graph_search = False , viewer = None ) : '''Iterative limited depth first search . If graph _ search = True , will avoid exploring repeated states . Requires : SearchProblem . actions , SearchProblem . result , and SearchProblem . is _ goal .'''
solution = None limit = 0 while not solution : solution = limited_depth_first ( problem , depth_limit = limit , graph_search = graph_search , viewer = viewer ) limit += 1 if viewer : viewer . event ( 'no_more_runs' , solution , 'returned after %i runs' % limit ) return solution
def get_finder ( sources = None , pip_command = None , pip_options = None ) : # type : ( List [ Dict [ S , Union [ S , bool ] ] ] , Optional [ Command ] , Any ) - > PackageFinder """Get a package finder for looking up candidates to install : param sources : A list of pipfile - formatted sources , defaults to None...
if not pip_command : pip_command = get_pip_command ( ) if not sources : sources = [ { "url" : "https://pypi.org/simple" , "name" : "pypi" , "verify_ssl" : True } ] if not pip_options : pip_options = get_pip_options ( sources = sources , pip_command = pip_command ) session = pip_command . _build_session ( pi...
def get_response ( self ) : """High level function for getting a response . This is what the concrete controller should call . Returns a controller specific response ."""
last_good_request = self . request middleware_result = None try : last_good_request , middleware_result = self . program . execute_input_middleware_stream ( self . request , self ) except GiottoException as exc : # save this exception so it can be re - raised from within # get _ data _ response ( ) so that get _ co...
def _Open ( self , path_spec , mode = 'rb' ) : """Opens the file system defined by path specification . Args : path _ spec ( PathSpec ) : path specification . mode ( Optional [ str ] ) : file access mode . The default is ' rb ' which represents read - only binary . Raises : AccessError : if the access t...
if not path_spec . HasParent ( ) : raise errors . PathSpecError ( 'Unsupported path specification without parent.' ) file_object = resolver . Resolver . OpenFileObject ( path_spec . parent , resolver_context = self . _resolver_context ) try : # Set the file offset to 0 because tarfile . open ( ) does not . file...
def get_requested_aosp_permissions ( self ) : """Returns requested permissions declared within AOSP project . This includes several other permissions as well , which are in the platform apps . : rtype : list of str"""
aosp_permissions = [ ] all_permissions = self . get_permissions ( ) for perm in all_permissions : if perm in list ( self . permission_module . keys ( ) ) : aosp_permissions . append ( perm ) return aosp_permissions
def __decompressContent ( self , coding , pgctnt ) : """This is really obnoxious"""
# preLen = len ( pgctnt ) if coding == 'deflate' : compType = "deflate" bits_opts = [ - zlib . MAX_WBITS , # deflate zlib . MAX_WBITS , # zlib zlib . MAX_WBITS | 16 , # gzip zlib . MAX_WBITS | 32 , # " automatic header detection " 0 , # Try to guess from header # Try all the raw window optio...
def id_request ( self ) : """The Force . com Identity Service ( return type dict of text _ type )"""
# https : / / developer . salesforce . com / page / Digging _ Deeper _ into _ OAuth _ 2.0 _ at _ Salesforce . com ? language = en & language = en # The _ Force . com _ Identity _ Service if 'id' in self . oauth : url = self . oauth [ 'id' ] else : # dynamic auth without ' id ' parameter url = self . urls_reques...
def _color_image_callback ( self , image_msg ) : """subscribe to image topic and keep it up to date"""
color_arr = self . _process_image_msg ( image_msg ) self . _cur_color_im = ColorImage ( color_arr [ : , : , : : - 1 ] , self . _frame )
def _climlab_to_cam3 ( self , field ) : '''Prepare field with proper dimension order . CAM3 code expects 3D arrays with ( KM , JM , 1) and 2D arrays with ( JM , 1 ) . climlab grid dimensions are any of : - ( KM , ) - ( JM , KM ) - ( JM , IM , KM ) ( longitude dimension IM not yet implemented here ) .'...
if np . isscalar ( field ) : return field # Check to see if column vector needs to be replicated over latitude elif self . JM > 1 : if ( field . shape == ( self . KM , ) ) : return np . tile ( field [ ... , np . newaxis ] , self . JM ) else : return np . squeeze ( np . transpose ( field ) ) ...
def get_interface_detail_output_interface_line_protocol_state_info ( self , ** kwargs ) : """Auto Generated Code"""
config = ET . Element ( "config" ) get_interface_detail = ET . Element ( "get_interface_detail" ) config = get_interface_detail output = ET . SubElement ( get_interface_detail , "output" ) interface = ET . SubElement ( output , "interface" ) interface_type_key = ET . SubElement ( interface , "interface-type" ) interfac...
def status ( AuxiliaryStates_presence = 0 ) : """STATUS Section 9.3.27"""
a = TpPd ( pd = 0x3 ) b = MessageType ( mesType = 0x3d ) # 00111101 c = Cause ( ) d = CallState ( ) packet = a / b / c / d if AuxiliaryStates_presence is 1 : e = AuxiliaryStatesHdr ( ieiAS = 0x24 , eightBitAS = 0x0 ) packet = packet / e return packet
def get_out_net_id ( cls , tenant_id ) : """Retrieve the network ID of OUT network ."""
if 'out' not in cls . ip_db_obj : LOG . error ( "Fabric not prepared for tenant %s" , tenant_id ) return None db_obj = cls . ip_db_obj . get ( 'out' ) out_subnet_dict = cls . get_out_ip_addr ( tenant_id ) sub = db_obj . get_subnet ( out_subnet_dict . get ( 'subnet' ) ) return sub . network_id
def delete ( cls , label = 'default' , path = None ) : """Delete a server configuration . This method is thread safe . : param label : A string . The configuration identified by ` ` label ` ` is deleted . : param path : A string . The configuration file to be manipulated . Defaults to what is returned by ...
if path is None : path = _get_config_file_path ( cls . _xdg_config_dir , cls . _xdg_config_file ) cls . _file_lock . acquire ( ) try : with open ( path ) as config_file : config = json . load ( config_file ) del config [ label ] with open ( path , 'w' ) as config_file : json . dump ( con...
def timedeltaToString ( delta ) : """Convert timedelta to an ical DURATION ."""
if delta . days == 0 : sign = 1 else : sign = delta . days / abs ( delta . days ) delta = abs ( delta ) days = delta . days hours = int ( delta . seconds / 3600 ) minutes = int ( ( delta . seconds % 3600 ) / 60 ) seconds = int ( delta . seconds % 60 ) output = '' if sign == - 1 : output += '-' output += 'P'...
def get_description ( self ) : """Get description ( as dictionary )"""
message = self . _get_description_message ( ) data = self . _parse_description ( message ) return data
def get_ad_leads ( self , start_date = None , end_date = None , filtering = ( ) , page = 1 , page_size = 100 , version = 'v1.0' ) : """获取朋友圈销售线索数据接口 : param start _ date : 开始日期 默认今天 : param end _ date : 结束日期 默认今天 : param filtering : 过滤条件 [ { field : 过滤字段 , operator : 操作符 , values : 字段取值 } ] : param page : 页...
today = datetime . date . today ( ) if start_date is None : start_date = today if end_date is None : end_date = today if isinstance ( start_date , datetime . date ) : start_date = start_date . strftime ( "%Y-%m-%d" ) if isinstance ( end_date , datetime . date ) : end_date = end_date . strftime ( "%Y-%m-...
def status_counter ( self ) : """Returns a : class : ` Counter ` object that counts the number of tasks with given status ( use the string representation of the status as key ) ."""
# Count the number of tasks with given status in each work . counter = self [ 0 ] . status_counter for work in self [ 1 : ] : counter += work . status_counter return counter
def delete_variant_by_id ( cls , variant_id , ** kwargs ) : """Delete Variant Delete an instance of Variant by its ID . This method makes a synchronous HTTP request by default . To make an asynchronous HTTP request , please pass async = True > > > thread = api . delete _ variant _ by _ id ( variant _ id , a...
kwargs [ '_return_http_data_only' ] = True if kwargs . get ( 'async' ) : return cls . _delete_variant_by_id_with_http_info ( variant_id , ** kwargs ) else : ( data ) = cls . _delete_variant_by_id_with_http_info ( variant_id , ** kwargs ) return data
def euc_to_utf8 ( euchex ) : """Convert EUC hex ( e . g . " d2bb " ) to UTF8 hex ( e . g . " e4 b8 80 " ) ."""
utf8 = euc_to_python ( euchex ) . encode ( "utf-8" ) uf8 = utf8 . decode ( 'unicode_escape' ) uf8 = uf8 . encode ( 'latin1' ) uf8 = uf8 . decode ( 'euc-jp' ) return uf8
def user_with_name ( self , given_name = None , sn = None ) : """Get a unique user object by given name ( first / nickname and last ) ."""
results = [ ] if sn and not given_name : results = User . objects . filter ( last_name = sn ) elif given_name : query = { 'first_name' : given_name } if sn : query [ 'last_name' ] = sn results = User . objects . filter ( ** query ) if len ( results ) == 0 : # Try their first name as a nickna...
def do_index_command ( self , index , ** options ) : """Rebuild search index ."""
if options [ "interactive" ] : logger . warning ( "This will permanently delete the index '%s'." , index ) if not self . _confirm_action ( ) : logger . warning ( "Aborting rebuild of index '%s' at user's request." , index ) return try : delete = delete_index ( index ) except TransportError :...