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def get ( self , resource , operation_timeout = None , max_envelope_size = None , locale = None ) : """resource can be a URL or a ResourceLocator"""
if isinstance ( resource , str ) : resource = ResourceLocator ( resource ) headers = self . _build_headers ( resource , Session . GetAction , operation_timeout , max_envelope_size , locale ) self . service . invoke . set_options ( tsoapheaders = headers ) return self . service . invoke
def build ( python = PYTHON ) : """Build the bigfloat library for in - place testing ."""
clean ( ) local ( "LIBRARY_PATH={library_path} CPATH={include_path} {python} " "setup.py build_ext --inplace" . format ( library_path = LIBRARY_PATH , include_path = INCLUDE_PATH , python = python , ) )
def _to_dict ( self ) : """Return a json dictionary representing this model ."""
_dict = { } if hasattr ( self , 'name' ) and self . name is not None : _dict [ 'name' ] = self . name if hasattr ( self , 'description' ) and self . description is not None : _dict [ 'description' ] = self . description if hasattr ( self , 'language' ) and self . language is not None : _dict [ 'language' ] ...
def delete ( cls , mp , part_number ) : """Get part number ."""
return cls . query . filter_by ( upload_id = mp . upload_id , part_number = part_number ) . delete ( )
def _entry_must_exist ( df , k1 , k2 ) : """Evaluate key - subkey existence . Checks that the key - subkey combo exists in the configuration options ."""
count = df [ ( df [ 'k1' ] == k1 ) & ( df [ 'k2' ] == k2 ) ] . shape [ 0 ] if count == 0 : raise NotRegisteredError ( "Option {0}.{1} not registered" . format ( k1 , k2 ) )
def is_up_url ( url , allow_redirects = False , timeout = 5 ) : r"""Check URL to see if it is a valid web page , return the redirected location if it is Returns : None if ConnectionError False if url is invalid ( any HTTP error code ) cleaned up URL ( following redirects and possibly adding HTTP schema " ht...
if not isinstance ( url , basestring ) or '.' not in url : return False normalized_url = prepend_http ( url ) session = requests . Session ( ) session . mount ( url , HTTPAdapter ( max_retries = 2 ) ) try : resp = session . get ( normalized_url , allow_redirects = allow_redirects , timeout = timeout ) except Co...
def do_where ( virtualenv = False , bare = True ) : """Executes the where functionality ."""
if not virtualenv : if not project . pipfile_exists : click . echo ( "No Pipfile present at project home. Consider running " "{0} first to automatically generate a Pipfile for you." "" . format ( crayons . green ( "`pipenv install`" ) ) , err = True , ) return location = project . pipfile_locati...
def add_route ( self , handler , uri , methods = frozenset ( { 'GET' } ) , host = None , strict_slashes = False ) : """Create a blueprint route from a function . : param handler : function for handling uri requests . Accepts function , or class instance with a view _ class method . : param uri : endpoint at w...
# Handle HTTPMethodView differently if hasattr ( handler , 'view_class' ) : http_methods = ( 'GET' , 'POST' , 'PUT' , 'HEAD' , 'OPTIONS' , 'PATCH' , 'DELETE' ) methods = set ( ) for method in http_methods : if getattr ( handler . view_class , method . lower ( ) , None ) : methods . add (...
def state ( self ) : """Compute and return the device state . : returns : Device state ."""
# Check if device is disconnected . if not self . available : return STATE_UNKNOWN # Check if device is off . if not self . screen_on : return STATE_OFF # Check if screen saver is on . if not self . awake : return STATE_IDLE # Check if the launcher is active . if self . launcher or self . settings : ret...
def check_permission ( instance , field , permission ) : """Check a permission for a given instance or field . Raises an error if denied . : param instance : The instance to check : param field : The field name to check or None for instance : param permission : The permission to check"""
if not get_permission_test ( instance , field , permission ) ( instance ) : raise PermissionDeniedError ( permission , instance , instance , field )
def to_pb ( self ) : """Converts the row filter to a protobuf . : rtype : : class : ` . data _ v2 _ pb2 . RowFilter ` : returns : The converted current object ."""
interleave = data_v2_pb2 . RowFilter . Interleave ( filters = [ row_filter . to_pb ( ) for row_filter in self . filters ] ) return data_v2_pb2 . RowFilter ( interleave = interleave )
def checkGradient ( self , h = 1e-6 , verbose = True ) : """utility function to check the gradient of the gp"""
grad_an = self . LMLgrad ( ) grad_num = { } params0 = self . params . copy ( ) for key in list ( self . params . keys ( ) ) : paramsL = params0 . copy ( ) paramsR = params0 . copy ( ) grad_num [ key ] = SP . zeros_like ( self . params [ key ] ) e = SP . zeros ( self . params [ key ] . shape [ 0 ] ) ...
def from_dict ( data , ctx ) : """Instantiate a new Account from a dict ( generally from loading a JSON response ) . The data used to instantiate the Account is a shallow copy of the dict passed in , with any complex child types instantiated appropriately ."""
data = data . copy ( ) if data . get ( 'balance' ) is not None : data [ 'balance' ] = ctx . convert_decimal_number ( data . get ( 'balance' ) ) if data . get ( 'pl' ) is not None : data [ 'pl' ] = ctx . convert_decimal_number ( data . get ( 'pl' ) ) if data . get ( 'resettablePL' ) is not None : data [ 'res...
async def delete ( self , request , resource = None , ** kwargs ) : """Delete a resource . Supports batch delete ."""
if resource : resources = [ resource ] else : data = await self . parse ( request ) if data : resources = list ( self . collection . where ( self . meta . model_pk << data ) ) if not resources : raise RESTNotFound ( reason = 'Resource not found' ) for resource in resources : resource . delet...
def yang_modules ( self ) : """Return a list of advertised YANG module names with revisions . Avoid repeated modules ."""
res = { } for c in self . capabilities : m = c . parameters . get ( "module" ) if m is None or m in res : continue res [ m ] = c . parameters . get ( "revision" ) return res . items ( )
def count_indents ( self , spacecount , tabs = 0 , offset = 0 ) : """Counts the number of indents that can be tabs or spacecount number of spaces in a row from the current line ."""
if not self . has_space ( offset = offset ) : return 0 spaces = 0 indents = 0 for char in self . string [ self . pos + offset - self . col : ] : if char == ' ' : spaces += 1 elif tabs and char == '\t' : indents += 1 spaces = 0 else : break if spaces == spacecount : ...
def push_build ( id , tag_prefix ) : """Push build to Brew"""
req = swagger_client . BuildRecordPushRequestRest ( ) req . tag_prefix = tag_prefix req . build_record_id = id response = utils . checked_api_call ( pnc_api . build_push , 'push' , body = req ) if response : return utils . format_json_list ( response )
def merge_batches ( self , data ) : """Merge a list of data minibatches into one single instance representing the data Parameters data : list List of minibatches to merge Returns ( anonymous ) : sparse matrix | pd . DataFrame | list Single complete list - like data merged from given batches"""
if isinstance ( data [ 0 ] , ssp . csr_matrix ) : return ssp . vstack ( data ) if isinstance ( data [ 0 ] , pd . DataFrame ) or isinstance ( data [ 0 ] , pd . Series ) : return pd . concat ( data ) return [ item for sublist in data for item in sublist ]
def com_google_fonts_check_metadata_os2_weightclass ( ttFont , font_metadata ) : """Checking OS / 2 usWeightClass matches weight specified at METADATA . pb ."""
# Weight name to value mapping : GF_API_WEIGHT_NAMES = { 250 : "Thin" , 275 : "ExtraLight" , 300 : "Light" , 400 : "Regular" , 500 : "Medium" , 600 : "SemiBold" , 700 : "Bold" , 800 : "ExtraBold" , 900 : "Black" } CSS_WEIGHT_NAMES = { 100 : "Thin" , 200 : "ExtraLight" , 300 : "Light" , 400 : "Regular" , 500 : "Medium" ...
def clear_sonos_playlist ( self , sonos_playlist , update_id = 0 ) : """Clear all tracks from a Sonos playlist . This is a convenience method for : py : meth : ` reorder _ sonos _ playlist ` . Example : : device . clear _ sonos _ playlist ( sonos _ playlist ) Args : sonos _ playlist ( : py : class : ` ~...
if not isinstance ( sonos_playlist , DidlPlaylistContainer ) : sonos_playlist = self . get_sonos_playlist_by_attr ( 'item_id' , sonos_playlist ) count = self . music_library . browse ( ml_item = sonos_playlist ) . total_matches tracks = ',' . join ( [ str ( x ) for x in range ( count ) ] ) if tracks : return se...
def list_assets_ddo ( self ) : """List all the ddos registered in the aquarius instance . : return : List of DDO instance"""
return json . loads ( self . requests_session . get ( self . url ) . content )
def _get_fs ( thin_pathname ) : """Returns the file system type ( xfs , ext4 ) of a given device"""
cmd = [ 'lsblk' , '-o' , 'FSTYPE' , '-n' , thin_pathname ] fs_return = util . subp ( cmd ) return fs_return . stdout . strip ( )
def show ( ctx ) : """Show migrations list"""
for app_name , app in ctx . obj [ 'config' ] [ 'apps' ] . items ( ) : click . echo ( click . style ( app_name , fg = 'green' , bold = True ) ) for migration in app [ 'migrations' ] : applied = ctx . obj [ 'db' ] . is_migration_applied ( app_name , migration ) click . echo ( ' {0} {1}' . format ...
def select_groups ( adata , groups = 'all' , key = 'louvain' ) : """Get subset of groups in adata . obs [ key ] ."""
strings_to_categoricals ( adata ) if isinstance ( groups , list ) and isinstance ( groups [ 0 ] , int ) : groups = [ str ( n ) for n in groups ] categories = adata . obs [ key ] . cat . categories groups_masks = np . array ( [ categories [ i ] == adata . obs [ key ] . values for i , name in enumerate ( categories )...
def get_tty_password ( confirm ) : """When returning a password from a TTY we assume a user is entering it on a keyboard so we ask for confirmation ."""
LOG . debug ( "Reading password from TTY" ) new_password = getpass ( 'Enter Password: ' , stream = sys . stderr ) if not new_password : raise aomi . exceptions . AomiCommand ( "Must specify a password" ) if not confirm : return new_password confirm_password = getpass ( 'Again, Please: ' , stream = sys . stderr ...
def modified_recipes ( branch = 'origin/master' ) : """Returns a set of modified recipes between the current branch and the one in param ."""
# using the contrib version on purpose rather than sh . git , since it comes # with a bunch of fixes , e . g . disabled TTY , see : # https : / / stackoverflow . com / a / 20128598/185510 git_diff = sh . contrib . git . diff ( '--name-only' , branch ) recipes = set ( ) for file_path in git_diff : if 'pythonforandro...
def usearch_qf ( fasta_filepath , refseqs_fp = None , output_dir = None , percent_id = 0.97 , percent_id_err = 0.97 , minsize = 4 , abundance_skew = 2.0 , db_filepath = None , rev = False , label_prefix = "" , label_suffix = "" , retain_label_as_comment = False , count_start = 0 , perc_id_blast = 0.97 , save_intermedia...
# Save a list of intermediate filepaths in case they are to be removed . intermediate_files = [ ] # Need absolute paths to avoid problems with app controller if output_dir : output_dir = abspath ( output_dir ) + '/' fasta_filepath = abspath ( fasta_filepath ) try : if verbose : print "Sorting sequences ...
def delete_secret_versions ( self , path , versions , mount_point = DEFAULT_MOUNT_POINT ) : """Issue a soft delete of the specified versions of the secret . This marks the versions as deleted and will stop them from being returned from reads , but the underlying data will not be removed . A delete can be undone...
if not isinstance ( versions , list ) or len ( versions ) == 0 : error_msg = 'argument to "versions" must be a list containing one or more integers, "{versions}" provided.' . format ( versions = versions ) raise exceptions . ParamValidationError ( error_msg ) params = { 'versions' : versions , } api_path = '/v1...
def spawn ( self , __groups , __coro_fun , * args , ** kwargs ) : """Start a new coroutine and add it to the pool atomically . : param groups : The groups the coroutine belongs to . : type groups : : class : ` set ` of group keys : param coro _ fun : Coroutine function to run : param args : Positional argum...
# ensure the implicit group is included __groups = set ( __groups ) | { ( ) } return asyncio . ensure_future ( __coro_fun ( * args , ** kwargs ) )
def update_host ( self , url : URL ) -> None : """Update destination host , port and connection type ( ssl ) ."""
# get host / port if not url . host : raise InvalidURL ( url ) # basic auth info username , password = url . user , url . password if username : self . auth = helpers . BasicAuth ( username , password or '' )
def chunks ( l , n ) : '''chunk l in n sized bits'''
# http : / / stackoverflow . com / a / 3226719 # . . . not that this is hard to understand . return [ l [ x : x + n ] for x in range ( 0 , len ( l ) , n ) ] ;
def main ( ) : """parse command line options and either launch some configuration dialog or start an instance of _ MainLoop as a daemon"""
( options , _ ) = _parse_args ( ) if options . change_password : c . keyring_set_password ( c [ "username" ] ) sys . exit ( 0 ) if options . select : courses = client . get_courses ( ) c . selection_dialog ( courses ) c . save ( ) sys . exit ( 0 ) if options . stop : os . system ( "kill -2 `...
def url_value_preprocessor ( self , func : Callable , name : AppOrBlueprintKey = None ) -> Callable : """Add a url value preprocessor . This is designed to be used as a decorator . An example usage , . . code - block : : python @ app . url _ value _ preprocessor def value _ preprocessor ( endpoint , view _ ...
self . url_value_preprocessors [ name ] . append ( func ) return func
def key ( self , key_id ) : """GET / : login / keys / : key : param key _ id : identifier for an individual key record for the account : type key _ id : : py : class : ` basestring ` : returns : details of the key : rtype : : py : class : ` dict `"""
j , _ = self . request ( 'GET' , '/keys/' + str ( key_id ) ) return j
def urlencode ( query , params ) : """Correctly convert the given query and parameters into a full query + query string , ensuring the order of the params ."""
return query + '?' + "&" . join ( key + '=' + quote_plus ( str ( value ) ) for key , value in params )
def get_last_ticker ( self , symbol ) : """获取最新的ticker : param symbol : return :"""
params = { 'symbol' : symbol } url = u . MARKET_URL + '/market/trade' def _wrapper ( _func ) : @ wraps ( _func ) def handle ( ) : _func ( http_get_request ( url , params ) ) return handle return _wrapper
def clean_tempdir ( context , scenario ) : """Clean up temporary test dirs for passed tests . Leave failed test dirs for manual inspection ."""
tempdir = getattr ( context , 'tempdir' , None ) if tempdir and scenario . status == 'passed' : shutil . rmtree ( tempdir ) del ( context . tempdir )
def put_mapping ( self , doc_type = None , mapping = None , indices = None , ignore_conflicts = None ) : """Register specific mapping definition for a specific type against one or more indices . ( See : ref : ` es - guide - reference - api - admin - indices - put - mapping ` )"""
if not isinstance ( mapping , dict ) : if mapping is None : mapping = { } if hasattr ( mapping , "as_dict" ) : mapping = mapping . as_dict ( ) if doc_type : path = self . conn . _make_path ( indices , doc_type , "_mapping" ) if doc_type not in mapping : mapping = { doc_type : map...
def get_network_ipv4 ( self , id_network ) : """Get networkipv4 : param id _ network : Identifier of the Network . Integer value and greater than zero . : return : Following dictionary : { ' network ' : { ' id ' : < id _ networkIpv6 > , ' network _ type ' : < id _ tipo _ rede > , ' ambiente _ vip ' : < id...
if not is_valid_int_param ( id_network ) : raise InvalidParameterError ( u'O id do rede ip4 foi informado incorretamente.' ) url = 'network/ipv4/id/' + str ( id_network ) + '/' code , xml = self . submit ( None , 'GET' , url ) return self . response ( code , xml )
def poll ( self , timeout ) : """: param float timeout : Timeout in seconds ."""
timeout = float ( timeout ) end_time = time . time ( ) + timeout while True : # Keep reading until data is received or timeout incoming = self . stream . read ( self . _max_read ) if incoming : return incoming if ( end_time - time . time ( ) ) < 0 : raise ExpectTimeout ( ) time . sleep (...
def get ( self ) : """Reads the remote file from Gist and save it locally"""
if self . gist : content = self . github . read_gist_file ( self . gist ) self . local . save ( content )
def listen ( self ) : """Set up a quick connection . Returns on disconnect . After calling ` connect ( ) ` , this waits for messages from the server using ` select ` , and notifies the subscriber of any events ."""
import select while self . connected : r , w , e = select . select ( ( self . ws . sock , ) , ( ) , ( ) ) if r : self . on_message ( ) elif e : self . subscriber . on_sock_error ( e ) self . disconnect ( )
def _format_episode_numbers ( episodenumbers ) : """Format episode number ( s ) into string , using configured values ."""
if len ( episodenumbers ) == 1 : epno = cfg . CONF . episode_single % episodenumbers [ 0 ] else : epno = cfg . CONF . episode_separator . join ( cfg . CONF . episode_single % x for x in episodenumbers ) return epno
def _MergeIdenticalCaseInsensitive ( self , a , b ) : """Tries to merge two strings . The string are required to be the same ignoring case . The second string is always used as the merged value . Args : a : The first string . b : The second string . Returns : The merged string . This is equal to the s...
if a . lower ( ) != b . lower ( ) : raise MergeError ( "values must be the same (case insensitive) " "('%s' vs '%s')" % ( transitfeed . EncodeUnicode ( a ) , transitfeed . EncodeUnicode ( b ) ) ) return b
def flush ( self , queue_name ) : """Drop all the messages from a queue . Parameters : queue _ name ( str ) : The queue to flush ."""
for name in ( queue_name , dq_name ( queue_name ) , xq_name ( queue_name ) ) : self . channel . queue_purge ( name )
def get_urlpatterns ( self ) : """Returns the URL patterns managed by the considered factory / application ."""
return [ url ( r'' , include ( self . forum_urlpatterns_factory . urlpatterns ) ) , url ( r'' , include ( self . conversation_urlpatterns_factory . urlpatterns ) ) , url ( _ ( r'^feeds/' ) , include ( self . feeds_urlpatterns_factory . urlpatterns ) ) , url ( _ ( r'^member/' ) , include ( self . member_urlpatterns_fact...
def check_key ( user , key , enc , comment , options , config = '.ssh/authorized_keys' , cache_keys = None , fingerprint_hash_type = None ) : '''Check to see if a key needs updating , returns " update " , " add " or " exists " CLI Example : . . code - block : : bash salt ' * ' ssh . check _ key < user > < key...
if cache_keys is None : cache_keys = [ ] enc = _refine_enc ( enc ) current = auth_keys ( user , config = config , fingerprint_hash_type = fingerprint_hash_type ) nline = _format_auth_line ( key , enc , comment , options ) # Removing existing keys from the auth _ keys isn ' t really a good idea # in fact # as : # - ...
def unique ( transactions ) : """Remove any duplicate entries ."""
seen = set ( ) # TODO : Handle comments return [ x for x in transactions if not ( x in seen or seen . add ( x ) ) ]
def allowMethodWithConditions ( self , verb , resource , conditions ) : """Adds an API Gateway method ( Http verb + Resource path ) to the list of allowed methods and includes a condition for the policy statement . More on AWS policy conditions here : http : / / docs . aws . amazon . com / IAM / latest / UserGu...
self . _addMethod ( "Allow" , verb , resource , conditions )
def perturb_tmat ( transmat , scale ) : '''Perturbs each nonzero entry in the MSM transition matrix by treating it as a Gaussian random variable with mean t _ ij and standard deviation equal to the standard error computed using " create _ perturb _ params " . Returns a sampled transition matrix that takes into ...
output = np . vectorize ( np . random . normal ) ( transmat , scale ) output [ np . where ( output < 0 ) ] = 0 return ( output . transpose ( ) / np . sum ( output , axis = 1 ) ) . transpose ( )
def handle_json_wrapper_GET ( self , handler , parsed_params ) : """Call handler and output the return value in JSON ."""
schedule = self . server . schedule result = handler ( parsed_params ) content = ResultEncoder ( ) . encode ( result ) self . send_response ( 200 ) self . send_header ( 'Content-Type' , 'text/plain' ) self . send_header ( 'Content-Length' , str ( len ( content ) ) ) self . end_headers ( ) self . wfile . write ( content...
def factory ( method , description = "" , request_example = None , request_ctor = None , responses = None , method_choices = HTTP_METHODS , ) : """desc : Describes a single HTTP method of a URI args : - name : method type : str desc : The HTTP request method to use - name : description type : str desc...
return RouteMethod ( method , description , request_example , DocString . from_ctor ( request_ctor ) if request_ctor else None , responses , method_choices , )
def ReadChildFlowObjects ( self , client_id , flow_id , cursor = None ) : """Reads flows that were started by a given flow from the database ."""
query = ( "SELECT " + self . FLOW_DB_FIELDS + "FROM flows WHERE client_id=%s AND parent_flow_id=%s" ) cursor . execute ( query , [ db_utils . ClientIDToInt ( client_id ) , db_utils . FlowIDToInt ( flow_id ) ] ) return [ self . _FlowObjectFromRow ( row ) for row in cursor . fetchall ( ) ]
def PHASE ( angle , qubit ) : """Produces the PHASE gate : : PHASE ( phi ) = [ [ 1 , 0 ] , [0 , exp ( 1j * phi ) ] ] This is the same as the RZ gate . : param angle : The angle to rotate around the z - axis on the bloch sphere . : param qubit : The qubit apply the gate to . : returns : A Gate object .""...
return Gate ( name = "PHASE" , params = [ angle ] , qubits = [ unpack_qubit ( qubit ) ] )
def weighted_choice ( weights , as_index_and_value_tuple = False ) : """Generate a non - uniform random choice based on a list of option tuples . Treats each outcome as a discreet unit with a chance to occur . Args : weights ( list ) : a list of options where each option is a tuple of form ` ` ( Any , float...
if not len ( weights ) : raise ValueError ( 'List passed to weighted_choice() cannot be empty.' ) # Construct a line segment where each weight outcome is # allotted a length equal to the outcome ' s weight , # pick a uniformally random point along the line , and take # the outcome that point corresponds to prob_sum...
def _rgba ( r , g , b , a , ** kwargs ) : """Converts an rgba ( red , green , blue , alpha ) quadruplet into a color ."""
return ColorValue ( ( float ( r ) , float ( g ) , float ( b ) , float ( a ) ) )
def copy_contents ( self , fileinstance , progress_callback = None , chunk_size = None , ** kwargs ) : """Copy this file instance into another file instance ."""
if not fileinstance . readable : raise ValueError ( 'Source file instance is not readable.' ) if not self . size == 0 : raise ValueError ( 'File instance has data.' ) self . set_uri ( * self . storage ( ** kwargs ) . copy ( fileinstance . storage ( ** kwargs ) , chunk_size = chunk_size , progress_callback = pro...
def transform ( self , X ) : """if already fit , can add new points and see where they fall"""
iclustup = [ ] dims = self . n_components if hasattr ( self , 'isort1' ) : if X . shape [ 1 ] == self . v . shape [ 0 ] : # reduce dimensionality of X X = X @ self . v nclust = self . n_X AtS = self . A . T @ self . S vnorm = np . sum ( self . S * ( self . A @ AtS ) , axis = 0 ) [ np...
def sync_to_db_from_config ( cls , druid_config , user , cluster , refresh = True ) : """Merges the ds config from druid _ config into one stored in the db ."""
session = db . session datasource = ( session . query ( cls ) . filter_by ( datasource_name = druid_config [ 'name' ] ) . first ( ) ) # Create a new datasource . if not datasource : datasource = cls ( datasource_name = druid_config [ 'name' ] , cluster = cluster , owners = [ user ] , changed_by_fk = user . id , cre...
def update_keys ( self ) : """Update the redis keys to listen for new jobs priorities ."""
self . keys = self . queue_model . get_waiting_keys ( self . queues ) if not self . keys : self . log ( 'No queues yet' , level = 'warning' ) self . last_update_keys = datetime . utcnow ( )
def new_data ( self , mem , addr , data ) : """Callback for when new memory data has been fetched"""
done = False if mem . id == self . id : if addr == LocoMemory . MEM_LOCO_INFO : self . nr_of_anchors = data [ 0 ] if self . nr_of_anchors == 0 : done = True else : self . anchor_data = [ AnchorData ( ) for _ in range ( self . nr_of_anchors ) ] self . _requ...
def set_start ( self , time , pad = None ) : """Set the start time of the datafind query . @ param time : GPS start time of query ."""
if pad : self . add_var_opt ( 'gps-start-time' , int ( time ) - int ( pad ) ) else : self . add_var_opt ( 'gps-start-time' , int ( time ) ) self . __start = time self . __set_output ( )
def add ( self , left_column , right_column , indexes = None ) : """Math helper method that adds element - wise two columns . If indexes are not None then will only perform the math on that sub - set of the columns . : param left _ column : first column name : param right _ column : second column name : par...
left_list , right_list = self . _get_lists ( left_column , right_column , indexes ) return [ l + r for l , r in zip ( left_list , right_list ) ]
def get_apps ( exclude = ( ) , append = ( ) , current = { 'apps' : INSTALLED_APPS } ) : """Returns INSTALLED _ APPS without the apps listed in exclude and with the apps listed in append . The use of a mutable dict is intentional , in order to preserve the state of the INSTALLED _ APPS tuple across multiple se...
current [ 'apps' ] = tuple ( [ a for a in current [ 'apps' ] if a not in exclude ] ) + tuple ( append ) return current [ 'apps' ]
def change_interface_id ( self , newid ) : """Change the inline interface ID . The current format is nicid = ' 1-2 ' , where ' 1 ' is the top level interface ID ( first ) , and ' 2 ' is the second interface in the pair . Consider the existing nicid in case this is a VLAN . : param str newid : string definin...
try : newleft , newright = newid . split ( '-' ) except ValueError : raise EngineCommandFailed ( 'You must provide two parts when changing ' 'the interface ID on an inline interface, i.e. 1-2.' ) first , second = self . nicid . split ( '-' ) if '.' in first and '.' in second : firstvlan = first . split ( '....
def analyze_lib ( lib_dir , cover_filename , * , ignore_existing = False ) : """Recursively analyze library , and return a dict of path - > ( artist , album ) ."""
work = { } stats = collections . OrderedDict ( ( ( k , 0 ) for k in ( "files" , "albums" , "missing covers" , "errors" ) ) ) with tqdm . tqdm ( desc = "Analyzing library" , unit = "dir" , postfix = stats ) as progress , tqdm_logging . redirect_logging ( progress ) : for rootpath , rel_dirpaths , rel_filepaths in os...
async def get_box_ids_json ( self ) -> str : """Return json object on lists of all unique box identifiers for credentials in wallet : schema identifiers , credential definition identifiers , and revocation registry identifiers ; e . g . , " schema _ id " : [ " R17v42T4pk . . . : 2 : tombstone : 1.2 " , "9cH...
LOGGER . debug ( 'HolderProver.get_box_ids_json >>>' ) s_ids = set ( ) cd_ids = set ( ) rr_ids = set ( ) for cred in json . loads ( await self . get_creds_display_coarse ( ) ) : s_ids . add ( cred [ 'schema_id' ] ) cd_ids . add ( cred [ 'cred_def_id' ] ) if cred [ 'rev_reg_id' ] : rr_ids . add ( cre...
def Deserialize ( self , reader ) : """Deserialize full object . Args : reader ( neo . IO . BinaryReader ) :"""
self . Magic = reader . ReadUInt32 ( ) self . Command = reader . ReadFixedString ( 12 ) . decode ( 'utf-8' ) self . Length = reader . ReadUInt32 ( ) if self . Length > self . PayloadMaxSizeInt : raise Exception ( "invalid format- payload too large" ) self . Checksum = reader . ReadUInt32 ( ) self . Payload = reader...
def locale ( self ) : '''Do a lookup for the locale code that is set for this layout . NOTE : USB HID specifies only 35 different locales . If your layout does not fit , it should be set to Undefined / 0 @ return : Tuple ( < USB HID locale code > , < name > )'''
name = self . json_data [ 'hid_locale' ] # Set to Undefined / 0 if not set if name is None : name = "Undefined" return ( int ( self . json_data [ 'from_hid_locale' ] [ name ] ) , name )
def set_circuit_breakers ( mv_grid , mode = 'load' , debug = False ) : """Calculates the optimal position of a circuit breaker on all routes of mv _ grid , adds and connects them to graph . Args mv _ grid : MVGridDing0 Description # TODO debug : bool , defaults to False If True , information is printed du...
# get power factor for loads and generators cos_phi_load = cfg_ding0 . get ( 'assumptions' , 'cos_phi_load' ) cos_phi_feedin = cfg_ding0 . get ( 'assumptions' , 'cos_phi_gen' ) # iterate over all rings and circuit breakers for ring , circ_breaker in zip ( mv_grid . rings_nodes ( include_root_node = False ) , mv_grid . ...
def approximate_surface ( points , size_u , size_v , degree_u , degree_v , ** kwargs ) : """Surface approximation using least squares method with fixed number of control points . This algorithm interpolates the corner control points and approximates the remaining control points . Please refer to Algorithm A9.7 ...
# Keyword arguments use_centripetal = kwargs . get ( 'centripetal' , False ) num_cpts_u = kwargs . get ( 'ctrlpts_size_u' , size_u - 1 ) # number of datapts , r + 1 > number of ctrlpts , n + 1 num_cpts_v = kwargs . get ( 'ctrlpts_size_v' , size_v - 1 ) # number of datapts , s + 1 > number of ctrlpts , m + 1 # Dimension...
def is_parent_of_vault ( self , id_ , vault_id ) : """Tests if an ` ` Id ` ` is a direct parent of a vault . arg : id ( osid . id . Id ) : an ` ` Id ` ` arg : vault _ id ( osid . id . Id ) : the ` ` Id ` ` of a vault return : ( boolean ) - ` ` true ` ` if this ` ` id ` ` is a parent of ` ` vault _ id , ` ` ...
# Implemented from template for # osid . resource . BinHierarchySession . is _ parent _ of _ bin if self . _catalog_session is not None : return self . _catalog_session . is_parent_of_catalog ( id_ = id_ , catalog_id = vault_id ) return self . _hierarchy_session . is_parent ( id_ = vault_id , parent_id = id_ )
def create ( hypervisor , identifier , configuration ) : """Creates a virtual network according to the given configuration . @ param hypervisor : ( libvirt . virConnect ) connection to libvirt hypervisor . @ param identifier : ( str ) UUID for the virtual network . @ param configuration : ( dict ) network con...
counter = count ( ) xml_config = DEFAULT_NETWORK_XML if not { 'configuration' , 'dynamic_address' } & set ( configuration . keys ( ) ) : raise RuntimeError ( "Either configuration or dynamic_address must be specified" ) if 'configuration' in configuration : with open ( configuration [ 'configuration' ] ) as xml...
def select_with_correspondence ( self , selector , result_selector = KeyedElement ) : '''Apply a callable to each element in an input sequence , generating a new sequence of 2 - tuples where the first element is the input value and the second is the transformed input value . The generated sequence is lazily e...
if self . closed ( ) : raise ValueError ( "Attempt to call select_with_correspondence() on a " "closed Queryable." ) if not is_callable ( selector ) : raise TypeError ( "select_with_correspondence() parameter selector={0} is " "not callable" . format ( repr ( selector ) ) ) if not is_callable ( result_selector ...
def _analyze_function_features ( self , all_funcs_completed = False ) : """For each function in the function _ manager , try to determine if it returns or not . A function does not return if it calls another function that is known to be not returning , and this function does not have other exits . We might as w...
changes = { 'functions_return' : [ ] , 'functions_do_not_return' : [ ] } if self . _updated_nonreturning_functions is not None : all_func_addrs = self . _updated_nonreturning_functions # Convert addresses to objects all_functions = [ self . kb . functions . get_by_addr ( f ) for f in all_func_addrs if self ...
def chain ( self , block , count ) : """Returns a list of block hashes in the account chain starting at * * block * * up to * * count * * : param block : Block hash to start at : type block : str : param count : Number of blocks to return up to : type count : int : raises : : py : exc : ` nano . rpc . R...
block = self . _process_value ( block , 'block' ) count = self . _process_value ( count , 'int' ) payload = { "block" : block , "count" : count } resp = self . call ( 'chain' , payload ) return resp . get ( 'blocks' ) or [ ]
def sanitize_string ( string_or_unicode ) : """remove leading / trailing whitespace and always return unicode ."""
if isinstance ( string_or_unicode , unicode ) : return string_or_unicode . strip ( ) elif isinstance ( string_or_unicode , str ) : return string_or_unicode . decode ( 'utf-8' ) . strip ( ) else : # e . g . if input is None return u''
def init_pypsa_network ( time_range_lim ) : """Instantiate PyPSA network Parameters time _ range _ lim : Returns network : PyPSA network object Contains powerflow problem snapshots : iterable Contains snapshots to be analyzed by powerplow calculation"""
network = Network ( ) network . set_snapshots ( time_range_lim ) snapshots = network . snapshots return network , snapshots
def object_to_items ( data_structure ) : """Converts a object to a items list respecting also slots . Use dict ( object _ to _ items ( obj ) ) to get a dictionary ."""
items = [ ] # Get all items from dict try : items = list ( data_structure . __dict__ . items ( ) ) except : pass # Get all slots hierarchy = [ data_structure ] try : hierarchy += inspect . getmro ( data_structure ) except : pass slots = [ ] try : for b in hierarchy : try : slots ...
def make_dict_unstructure_fn ( cl , converter , ** kwargs ) : # type : ( Type [ T ] , Converter ) - > Callable [ [ T ] , Dict [ str , Any ] ] """Generate a specialized dict unstructuring function for a class ."""
cl_name = cl . __name__ fn_name = "unstructure_" + cl_name globs = { "__c_u" : converter . unstructure } lines = [ ] post_lines = [ ] attrs = cl . __attrs_attrs__ lines . append ( "def {}(i):" . format ( fn_name ) ) lines . append ( " res = {" ) for a in attrs : attr_name = a . name override = kwargs . pop (...
def create_serialization_dir ( params : Params , serialization_dir : str , recover : bool , force : bool ) -> None : """This function creates the serialization directory if it doesn ' t exist . If it already exists and is non - empty , then it verifies that we ' re recovering from a training with an identical con...
if recover and force : raise ConfigurationError ( "Illegal arguments: both force and recover are true." ) if os . path . exists ( serialization_dir ) and force : shutil . rmtree ( serialization_dir ) if os . path . exists ( serialization_dir ) and os . listdir ( serialization_dir ) : if not recover : ...
def format_python_stack ( self ) : """Return a traceback of Python frames , from where the error occurred to where it was first caught and wrapped ."""
ret = [ "Traceback:\n" ] ret . extend ( traceback . format_tb ( self . original_traceback ) ) return "" . join ( ret )
def get_default_template ( ) : """Returns default getTemplate request specification . : return :"""
return { "format" : 1 , "protocol" : 1 , "environment" : Environment . DEV , # shows whether the UO should be for production ( live ) , # test ( pre - production testing ) , or dev ( development ) "maxtps" : "one" , # maximum guaranteed TPS "core" : "empty" , # how many cards have UO loaded permanently "persistence" : ...
def askokcancel ( title = None , message = None , ** options ) : """Original doc : Ask if operation should proceed ; return true if the answer is ok"""
return psidialogs . ask_ok_cancel ( title = title , message = message )
def _normalize_hparams ( hparams ) : """Normalize a dict keyed by ` HParam ` s and / or raw strings . Args : hparams : A ` dict ` whose keys are ` HParam ` objects and / or strings representing hyperparameter names , and whose values are hyperparameter values . No two keys may have the same name . Returns...
result = { } for ( k , v ) in six . iteritems ( hparams ) : if isinstance ( k , HParam ) : k = k . name if k in result : raise ValueError ( "multiple values specified for hparam %r" % ( k , ) ) result [ k ] = v return result
def get_permissions ( cls ) : """Generates permissions for all CrudView based class methods . Returns : List of Permission objects ."""
perms = [ ] for kls_name , kls in cls . registry . items ( ) : for method_name in cls . __dict__ . keys ( ) : if method_name . endswith ( '_view' ) : perms . append ( "%s.%s" % ( kls_name , method_name ) ) return perms
def to_string ( address , dns_format = False ) : """Convert address to string : param address : WIPV4Address to convert : param dns _ format : whether to use arpa - format or not : return :"""
if isinstance ( address , WIPV4Address ) is False : raise TypeError ( 'Invalid address type' ) address = [ str ( int ( x ) ) for x in address . __address ] if dns_format is False : return '.' . join ( address ) address . reverse ( ) return ( '.' . join ( address ) + '.in-addr.arpa' )
def bind_path ( self , name , folder ) : """Adds a mask that maps to a given folder relative to ` base _ path ` ."""
if not len ( name ) or name [ 0 ] != '/' or name [ - 1 ] != '/' : raise ValueError ( "name must start and end with '/': {0}" . format ( name ) ) self . _folder_masks . insert ( 0 , ( name , folder ) )
def filter_search ( self , code = None , name = None , abilities = None , attributes = None , info = None ) : """Return a list of codes and names pertaining to cards that have the given information values stored . Can take a code integer , name string , abilities dict { phase : ability list / " * " } , attrib...
command = "SELECT code, name FROM CARDS " command += Where_filter_gen ( ( "code" , code ) , ( "name" , name ) , ( "abilities" , abilities ) , ( "attributes" , attributes ) , ( "info" , info ) ) with sqlite3 . connect ( self . dbname ) as carddb : return carddb . execute ( command ) . fetchall ( )
def get_src_model ( self , name , paramsonly = False , reoptimize = False , npts = None , ** kwargs ) : """Compose a dictionary for a source with the current best - fit parameters . Parameters name : str paramsonly : bool Skip computing TS and likelihood profile . reoptimize : bool Re - fit background...
self . logger . debug ( 'Generating source dict for ' + name ) optimizer = kwargs . get ( 'optimizer' , self . config [ 'optimizer' ] ) if npts is None : npts = self . config [ 'gtlike' ] [ 'llscan_npts' ] name = self . get_source_name ( name ) source = self . like [ name ] . src spectrum = source . spectrum ( ) no...
def _save ( self ) : """Saves the current state of this AssessmentTaken . Should be called every time the sections map changes ."""
collection = JSONClientValidated ( 'assessment' , collection = 'AssessmentTaken' , runtime = self . _runtime ) collection . save ( self . _my_map )
def _multiply ( X , coef ) : """Multiple X by coef element - wise , preserving sparsity ."""
if sp . issparse ( X ) : return X . multiply ( sp . csr_matrix ( coef ) ) else : return np . multiply ( X , coef )
def _create_body ( self , name , description = None , volume = None , force = False ) : """Used to create the dict required to create a new snapshot"""
body = { "snapshot" : { "display_name" : name , "display_description" : description , "volume_id" : volume . id , "force" : str ( force ) . lower ( ) , } } return body
def zoom_in ( self , increment = 1 ) : """Zooms in the editor ( makes the font bigger ) . : param increment : zoom level increment . Default is 1."""
self . zoom_level += increment TextHelper ( self ) . mark_whole_doc_dirty ( ) self . _reset_stylesheet ( )
def getUsersWithinEnterpriseGroup ( self , groupName , searchFilter = None , maxCount = 10 ) : """This operation returns the users that are currently assigned to the enterprise group within the enterprise user / group store . You can use the filter parameter to narrow down the user search . Inputs : groupNa...
params = { "f" : "json" , "groupName" : groupName , "maxCount" : maxCount } if searchFilter : params [ 'filters' ] = searchFilter url = self . _url + "/groups/getUsersWithinEnterpriseGroup" return self . _get ( url = url , param_dict = params , proxy_url = self . _proxy_url , proxy_port = self . _proxy_port )
def open_phbst ( self ) : """Open PHBST file produced by Anaddb and returns : class : ` PhbstFile ` object ."""
from abipy . dfpt . phonons import PhbstFile phbst_path = os . path . join ( self . workdir , "run.abo_PHBST.nc" ) if not phbst_path : if self . status == self . S_OK : logger . critical ( "%s reached S_OK but didn't produce a PHBST file in %s" % ( self , self . outdir ) ) return None try : return P...
def bookmarks_index_changed ( self ) : """Update the UI when the bookmarks combobox has changed ."""
index = self . bookmarks_list . currentIndex ( ) if index >= 0 : self . tool . reset ( ) rectangle = self . bookmarks_list . itemData ( index ) self . tool . set_rectangle ( rectangle ) self . canvas . setExtent ( rectangle ) self . ok_button . setEnabled ( True ) else : self . ok_button . setDi...
def process_frames ( self , data , sampling_rate , offset = 0 , last = False , utterance = None , corpus = None ) : """Execute the processing of this step and all dependent parent steps ."""
if offset == 0 : self . steps_sorted = list ( nx . algorithms . dag . topological_sort ( self . graph ) ) self . _create_buffers ( ) self . _define_output_buffers ( ) # Update buffers with input data self . _update_buffers ( None , data , offset , last ) # Go through the ordered ( by dependencies ) steps fo...
def get_observation ( self , observation_id ) : """Retrieve an existing : class : ` meteorpi _ model . Observation ` by its ID : param string observation _ id : UUID of the observation : return : A : class : ` meteorpi _ model . Observation ` instance , or None if not found"""
search = mp . ObservationSearch ( observation_id = observation_id ) b = search_observations_sql_builder ( search ) sql = b . get_select_sql ( columns = 'l.publicId AS obstory_id, l.name AS obstory_name, ' 'o.obsTime, s.name AS obsType, o.publicId, o.uid' , skip = 0 , limit = 1 , order = 'o.obsTime DESC' ) obs = list ( ...
def get ( self , params , ** options ) : """Dispatches a GET request to / events of the API to get a set of recent changes to a resource ."""
options = self . client . _merge_options ( { 'full_payload' : True } ) return self . client . get ( '/events' , params , ** options )