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def to_dataframe ( self ) : """Convert the confusion matrix to a dataframe . Returns : A DataFrame with " target " , " predicted " , " count " columns ."""
data = [ ] for target_index , target_row in enumerate ( self . _cm ) : for predicted_index , count in enumerate ( target_row ) : data . append ( ( self . _labels [ target_index ] , self . _labels [ predicted_index ] , count ) ) return pd . DataFrame ( data , columns = [ 'target' , 'predicted' , 'count' ] )
def result ( self , wait = 0 ) : """return the full list of results from the chain when it finishes . blocks until timeout . : param int wait : how many milliseconds to wait for a result : return : an unsorted list of results"""
if self . started : return result_group ( self . group , wait = wait , count = self . length ( ) , cached = self . cached )
async def execute ( self , query , * , dc = None , near = None , limit = None , consistency = None ) : """Executes a prepared query Parameters : query ( ObjectID ) : Query ID dc ( str ) : Specify datacenter that will be used . Defaults to the agent ' s local datacenter . near ( str ) : Sort the resulting ...
query_id = extract_attr ( query , keys = [ "ID" ] ) response = await self . _api . get ( "/v1/query/%s/execute" % query_id , params = { "dc" : dc , "near" : near , "limit" : limit } , consistency = consistency ) return response . body
def _ctype_key_value ( keys , vals ) : """Returns ctype arrays for the key - value args , and the whether string keys are used . For internal use only ."""
if isinstance ( keys , ( tuple , list ) ) : assert ( len ( keys ) == len ( vals ) ) c_keys = [ ] c_vals = [ ] use_str_keys = None for key , val in zip ( keys , vals ) : c_key_i , c_val_i , str_keys_i = _ctype_key_value ( key , val ) c_keys += c_key_i c_vals += c_val_i ...
def geom2shp ( geom , out_fn , fields = False ) : """Write out a new shapefile for input geometry"""
from pygeotools . lib import timelib driverName = "ESRI Shapefile" drv = ogr . GetDriverByName ( driverName ) if os . path . exists ( out_fn ) : drv . DeleteDataSource ( out_fn ) out_ds = drv . CreateDataSource ( out_fn ) out_lyrname = os . path . splitext ( os . path . split ( out_fn ) [ 1 ] ) [ 0 ] geom_srs = geo...
def provision ( self , instance_id : str , service_details : ProvisionDetails , async_allowed : bool ) -> ProvisionedServiceSpec : """Provision the new instance see openbrokerapi documentation Returns : ProvisionedServiceSpec"""
if service_details . plan_id == self . _backend . config . UUID_PLANS_EXISTING_CLUSTER : # Provision the instance on an Existing Atlas Cluster # Find or create the instance instance = self . _backend . find ( instance_id ) # Create the instance if needed return self . _backend . create ( instance , service_...
def to_iso639_1 ( key ) : """Find ISO 639-1 code for language specified by key . > > > to _ iso639_1 ( " swe " ) u ' sv ' > > > to _ iso639_1 ( " English " ) u ' en '"""
item = find ( whatever = key ) if not item : raise NonExistentLanguageError ( 'Language does not exist.' ) return item [ u'iso639_1' ]
def dialog_open ( self , * , dialog : dict , trigger_id : str , ** kwargs ) -> SlackResponse : """Open a dialog with a user . Args : dialog ( dict ) : A dictionary of dialog arguments . " callback _ id " : " 46eh782b0 " , " title " : " Request something " , " submit _ label " : " Request " , " state " :...
kwargs . update ( { "dialog" : dialog , "trigger_id" : trigger_id } ) return self . api_call ( "dialog.open" , json = kwargs )
def _decode_response ( response ) : """Strip off Gerrit ' s magic prefix and decode a response . : returns : Decoded JSON content as a dict , or raw text if content could not be decoded as JSON . : raises : requests . HTTPError if the response contains an HTTP error status code ."""
content_type = response . headers . get ( 'content-type' , '' ) logger . debug ( "status[%s] content_type[%s] encoding[%s]" % ( response . status_code , content_type , response . encoding ) ) response . raise_for_status ( ) content = response . content . strip ( ) if response . encoding : content = content . decode...
def p_genvar ( self , p ) : 'genvar : ID'
p [ 0 ] = Genvar ( name = p [ 1 ] , width = Width ( msb = IntConst ( '31' , lineno = p . lineno ( 1 ) ) , lsb = IntConst ( '0' , lineno = p . lineno ( 1 ) ) , lineno = p . lineno ( 1 ) ) , lineno = p . lineno ( 1 ) ) p . set_lineno ( 0 , p . lineno ( 1 ) )
def process ( self , input_data , topic = None ) : """Invokes each handler in sequence . Publishes final output data . Params : input _ data : message received by stream topic : name of plugin or stream message received from , if applicable"""
for handler in self . handlers : output = handler . handle ( input_data ) input_data = output self . publish ( input_data )
def setup ( self , redis_conn = None , host = 'localhost' , port = 6379 ) : '''Set up the redis connection'''
if redis_conn is None : if host is not None and port is not None : self . redis_conn = redis . Redis ( host = host , port = port ) else : raise Exception ( "Please specify some form of connection " "to Redis" ) else : self . redis_conn = redis_conn self . redis_conn . info ( )
def bump ( self , level = 'patch' , label = None ) : """Bump version following semantic versioning rules ."""
bump = self . _bump_pre if level == 'pre' else self . _bump bump ( level , label )
def K2findCampaigns_byname_main ( args = None ) : """Exposes K2findCampaigns to the command line ."""
parser = argparse . ArgumentParser ( description = "Check if a target is " "(or was) observable by any past or future " "observing campaign of NASA's K2 mission." ) parser . add_argument ( 'name' , nargs = 1 , type = str , help = "Name of the object. This will be passed on " "to the CDS name resolver " "to retrieve co...
def _verify_include_files_used ( self , file_uses , included_files ) : """Find all # include files that are unnecessary ."""
for include_file , use in file_uses . items ( ) : if not use & USES_DECLARATION : node , module = included_files [ include_file ] if module . ast_list is not None : msg = "'{}' does not need to be #included" . format ( node . filename ) if use & USES_REFERENCE : ...
def set_state ( self , light_id , ** kwargs ) : '''Sets state on the light , can be used like this : . . code - block : : python set _ state ( 1 , xy = [ 1,2 ] )'''
light = self . get_light ( light_id ) url = '/api/%s/lights/%s/state' % ( self . username , light . light_id ) response = self . make_request ( 'PUT' , url , kwargs ) setting_count = len ( kwargs . items ( ) ) success_count = 0 for data in response : if 'success' in data : success_count += 1 if success_coun...
def _init_metadata ( self ) : """stub"""
self . _published_metadata = { 'element_id' : Id ( self . my_osid_object_form . _authority , self . my_osid_object_form . _namespace , 'published' ) , 'element_label' : 'Published' , 'instructions' : 'flags if item is published or not' , 'required' : False , 'read_only' : False , 'linked' : False , 'array' : False , 'd...
def CreateSubsetFile ( in_drainage_line , river_id , out_riv_bas_id_file , file_geodatabase = None ) : """Creates River Basin ID subset input CSV file for RAPID based on the Drainage Line shapefile with river ID and next downstream ID fields Parameters in _ drainage _ line : str Path to the stream network...
ogr_drainage_line_shapefile_lyr , ogr_drainage_line_shapefile = open_shapefile ( in_drainage_line , file_geodatabase ) ogr_drainage_line_definition = ogr_drainage_line_shapefile_lyr . GetLayerDefn ( ) orig_field_names = [ ] for idx in xrange ( ogr_drainage_line_definition . GetFieldCount ( ) ) : orig_field_names . ...
def print_subtree ( self , fobj = sys . stdout , level = 0 ) : """Print this group node and the subtree rooted at it"""
fobj . write ( "{}{!r}\n" . format ( " " * ( level * 2 ) , self ) ) for child in self . get_children ( ) : child . print_subtree ( fobj , level + 1 )
def get_segment_length ( linestring : LineString , p : Point , q : Optional [ Point ] = None ) -> float : """Given a Shapely linestring and two Shapely points , project the points onto the linestring , and return the distance along the linestring between the two points . If ` ` q is None ` ` , then return the...
# Get projected distances d_p = linestring . project ( p ) if q is not None : d_q = linestring . project ( q ) d = abs ( d_p - d_q ) else : d = d_p return d
def _fake_closeenumeration ( self , namespace , ** params ) : """Implements WBEM server responder for : meth : ` ~ pywbem . WBEMConnection . CloseEnumeration ` with data from the instance repository . If the EnumerationContext is valid it removes it from the context repository . Otherwise it returns an exce...
self . _validate_namespace ( namespace ) context_id = params [ 'EnumerationContext' ] try : context_data = self . enumeration_contexts [ context_id ] except KeyError : raise CIMError ( CIM_ERR_INVALID_ENUMERATION_CONTEXT , _format ( "EnumerationContext {0!A} not found in mock server " "enumeration contexts." , ...
def copy_from_scratch ( file_mapping , dry_run = True ) : """Copy output files from scratch area"""
for key , value in file_mapping . items ( ) : if dry_run : print ( "copy %s %s" % ( value , key ) ) else : try : outdir = os . path . dirname ( key ) os . makedirs ( outdir ) except OSError : pass print ( "copy %s %s" % ( value , key ) ) ...
def set_input_focus ( self , focus , revert_to , time , onerror = None ) : """Set input focus to focus , which should be a window , X . PointerRoot or X . NONE . revert _ to specifies where the focus reverts to if the focused window becomes not visible , and should be X . RevertToParent , RevertToPointerRoot ...
request . SetInputFocus ( display = self . display , onerror = onerror , revert_to = revert_to , focus = focus , time = time )
def getApplicationsErrorNameFromEnum ( self , error ) : """Returns a string for an applications error"""
fn = self . function_table . getApplicationsErrorNameFromEnum result = fn ( error ) return result
def read_pod_security_policy ( self , name , ** kwargs ) : # noqa : E501 """read _ pod _ security _ policy # noqa : E501 read the specified PodSecurityPolicy # noqa : E501 This method makes a synchronous HTTP request by default . To make an asynchronous HTTP request , please pass async _ req = True > > > th...
kwargs [ '_return_http_data_only' ] = True if kwargs . get ( 'async_req' ) : return self . read_pod_security_policy_with_http_info ( name , ** kwargs ) # noqa : E501 else : ( data ) = self . read_pod_security_policy_with_http_info ( name , ** kwargs ) # noqa : E501 return data
def WriteFlowResponses ( self , responses ) : """Writes FlowMessages and updates corresponding requests ."""
status_available = set ( ) requests_updated = set ( ) task_ids_by_request = { } for response in responses : flow_key = ( response . client_id , response . flow_id ) if flow_key not in self . flows : logging . error ( "Received response for unknown flow %s, %s." , response . client_id , response . flow_i...
def claim_new ( self ) -> Iterable [ str ] : """Checks for messages in the ` ` new ` ` subdirectory , moving them to ` ` cur ` ` and returning their keys ."""
new_subdir = self . _paths [ 'new' ] cur_subdir = self . _paths [ 'cur' ] for name in os . listdir ( new_subdir ) : new_path = os . path . join ( new_subdir , name ) cur_path = os . path . join ( cur_subdir , name ) try : os . rename ( new_path , cur_path ) except FileNotFoundError : pas...
def overloaded ( func ) : """Introduces a new overloaded function and registers its first implementation ."""
fn = unwrap ( func ) ensure_function ( fn ) def dispatcher ( * args , ** kwargs ) : resolved = None if dispatcher . __complex_parameters : cache_key_pos = [ ] cache_key_kw = [ ] for argset in ( 0 , 1 ) if kwargs else ( 0 , ) : if argset == 0 : arg_pairs = enum...
def getRunningBatchJobIDs ( self ) : """Returns map of running jobIDs and the time they have been running ."""
# Example lines . . # r 5410186 benedictpaten worker 1247029663 localhost # r 5410324 benedictpaten worker 1247030076 localhost runningJobs = { } issuedJobs = self . getIssuedBatchJobIDs ( ) for line in self . _runParasol ( [ 'pstat2' ] ) [ 1 ] : if line != '' : match = self . runningPattern . match ( line ...
def dictstr ( arg ) : """Parse a key = value string as a tuple ( key , value ) that can be provided as an argument to dict ( )"""
key , value = arg . split ( "=" ) if value . lower ( ) == "true" or value . lower ( ) == "false" : value = bool ( value ) elif INT_RE . match ( value ) : value = int ( value ) elif FLOAT_RE . match ( value ) : value = float ( value ) return ( key , value )
def save ( self , eopatch , use_tmp = True ) : """Method which does the saving : param eopatch : EOPatch containing the data which will be saved : type eopatch : EOPatch : param use _ tmp : If ` True ` data will be saved to temporary file , otherwise it will be saved to intended ( i . e . final ) location ...
filename = self . tmp_filename if use_tmp else self . final_filename if self . feature_name is None : data = eopatch [ self . feature_type ] if self . feature_type . has_dict ( ) : data = data . get_dict ( ) if self . feature_type is FeatureType . BBOX : data = tuple ( data ) + ( int ( data ...
def transform ( self , X ) : """Parameters X : array - like , shape [ n x m ] The mask in form of n x m array ."""
if self . mode_ == 'target' : return np . apply_along_axis ( self . _target , 1 , np . reshape ( X , ( X . shape [ 0 ] , X . shape [ 1 ] * X . shape [ 2 ] ) ) ) if self . mode_ == 'majority' : return np . apply_along_axis ( self . _majority , 1 , np . reshape ( X , ( X . shape [ 0 ] , X . shape [ 1 ] * X . shap...
def run ( self ) : """Performs the actual FEFF run Returns : ( subprocess . Popen ) Used for monitoring ."""
with open ( self . output_file , "w" ) as f_std , open ( self . stderr_file , "w" , buffering = 1 ) as f_err : # Use line buffering for stderr # On TSCC , need to run shell command p = subprocess . Popen ( self . feff_cmd , stdout = f_std , stderr = f_err , shell = True ) return p
def key_press_event ( self , obj , event ) : """Listens for key press event"""
key = self . iren . GetKeySym ( ) log . debug ( 'Key %s pressed' % key ) if key == 'q' : self . q_pressed = True # Grab screenshot right before renderer closes self . last_image = self . screenshot ( True , return_img = True ) elif key == 'b' : self . observer = self . iren . AddObserver ( 'LeftButtonPr...
def _default_node_children ( self , node , visitor , children ) : """Generates a key and list of children of the given : class : ` CTENode ` ` node ` , intended to be used as an update to the dictionary representation generated by the : meth : ` node _ as _ tree ` method . The key is ` ` children ` ` and the ...
return { self . model . _cte_node_children : [ self . node_as_tree ( child , visitor = visitor , children = children ) for child in node . children . all ( ) ] }
def get_cpds ( self , node = None ) : """Returns the cpd of the node . If node is not specified returns all the CPDs that have been added till now to the graph Parameter node : any hashable python object ( optional ) The node whose CPD we want . If node not specified returns all the CPDs added to the mode...
if node is not None : if node not in self . nodes ( ) : raise ValueError ( 'Node not present in the Directed Graph' ) for cpd in self . cpds : if cpd . variable == node : return cpd else : return None else : return self . cpds
def newton_refine2 ( s_vals , curve1 , curve2 ) : """Image for : func : ` . newton _ refine ` docstring ."""
if NO_IMAGES : return ax = curve1 . plot ( 256 ) ax . lines [ - 1 ] . zorder = 1 curve2 . plot ( 256 , ax = ax ) ax . lines [ - 1 ] . zorder = 1 points = curve1 . evaluate_multi ( np . asfortranarray ( s_vals ) ) colors = seaborn . dark_palette ( "blue" , 5 ) ax . scatter ( points [ 0 , : ] , points [ 1 , : ] , c =...
def stop ( self ) : """Stop serving . Always call this to clean up after yourself ."""
self . _stopped = True threads = [ self . _accept_thread ] threads . extend ( self . _server_threads ) self . _listening_sock . close ( ) for sock in list ( self . _server_socks ) : try : sock . shutdown ( socket . SHUT_RDWR ) except socket . error : pass try : sock . close ( ) e...
def insert ( self , key , column_parent , column , consistency_level ) : """Insert a Column at the given column _ parent . column _ family and optional column _ parent . super _ column . Parameters : - key - column _ parent - column - consistency _ level"""
self . _seqid += 1 d = self . _reqs [ self . _seqid ] = defer . Deferred ( ) self . send_insert ( key , column_parent , column , consistency_level ) return d
def list_all_files ( self ) : """Utility method that yields all files on the device ' s file systems ."""
def list_files_recursively ( directory ) : f_gen = itertools . chain ( directory . files , * tuple ( list_files_recursively ( d ) for d in directory . directories ) ) for f in f_gen : yield f return list_files_recursively ( self . filesystem )
def _add_input_state ( self , node , input_state ) : """Add the input state to all successors of the given node . : param node : The node whose successors ' input states will be touched . : param input _ state : The state that will be added to successors of the node . : return : None"""
successors = self . _graph_visitor . successors ( node ) for succ in successors : if succ in self . _state_map : self . _state_map [ succ ] = self . _merge_states ( succ , * ( [ self . _state_map [ succ ] , input_state ] ) ) else : self . _state_map [ succ ] = input_state
def get_online_version ( ) : """Download update info and parse it ."""
session = requests . session ( ) page = urlopen ( UPDATE_URL , session ) version , url = None , None for line in page . text . splitlines ( ) : if line . startswith ( VERSION_TAG ) : version = line . split ( ':' , 1 ) [ 1 ] . strip ( ) elif line . startswith ( URL_TAG ) : url = line . split ( ':...
def gather_parsing_stats ( self ) : """Times parsing if - - verbose ."""
if self . verbose : start_time = time . clock ( ) try : yield finally : elapsed_time = time . clock ( ) - start_time printerr ( "Time while parsing:" , elapsed_time , "seconds" ) if packrat_cache : hits , misses = ParserElement . packrat_cache_stats pr...
def post_run ( self , outline = False , * args , ** kwargs ) : """Any steps that need to be taken after running the action ."""
post_destroy = self . context . config . post_destroy if not outline and post_destroy : util . handle_hooks ( stage = "post_destroy" , hooks = post_destroy , provider = self . provider , context = self . context )
def generate_module_table_header ( modules ) : """Generate header with module table entries for builtin modules . : param List [ ( module _ name , obj _ module , enabled _ define ) ] modules : module defs : return : None"""
# Print header file for all external modules . mod_defs = [ ] print ( "// Automatically generated by makemoduledefs.py.\n" ) for module_name , obj_module , enabled_define in modules : mod_def = "MODULE_DEF_{}" . format ( module_name . upper ( ) ) mod_defs . append ( mod_def ) print ( ( "#if ({enabled_define...
def approved_funds ( pronac , dt ) : """Verifica se o valor total de um projeto é um outlier em relação aos projetos do mesmo seguimento cultural Dataframes : planilha _ orcamentaria"""
funds_df = data . approved_funds_by_projects project = ( funds_df . loc [ funds_df [ 'PRONAC' ] == pronac ] ) project = project . to_dict ( 'records' ) [ 0 ] info = ( data . approved_funds_agg . to_dict ( orient = "index" ) [ project [ 'idSegmento' ] ] ) mean , std = info . values ( ) outlier = gaussian_outlier . is_ou...
def chown ( self , uid , gid ) : """Change the owner ( C { uid } ) and group ( C { gid } ) of this file . As with python ' s C { os . chown } function , you must pass both arguments , so if you only want to change one , use L { stat } first to retrieve the current owner and group . @ param uid : new owner '...
self . sftp . _log ( DEBUG , 'chown(%s, %r, %r)' % ( hexlify ( self . handle ) , uid , gid ) ) attr = SFTPAttributes ( ) attr . st_uid , attr . st_gid = uid , gid self . sftp . _request ( CMD_FSETSTAT , self . handle , attr )
def start_kex ( self ) : """Start the GSS - API / SSPI Authenticated Diffie - Hellman Group Exchange"""
if self . transport . server_mode : self . transport . _expect_packet ( MSG_KEXGSS_GROUPREQ ) return # request a bit range : we accept ( min _ bits ) to ( max _ bits ) , but prefer # ( preferred _ bits ) . according to the spec , we shouldn ' t pull the # minimum up above 1024. self . gss_host = self . transpor...
def get_currency_symbols ( self ) -> List [ str ] : """Returns the used currencies ' symbols as an array"""
result = [ ] currencies = self . currencies . get_book_currencies ( ) for cur in currencies : result . append ( cur . mnemonic ) return result
def Kn2Der ( nu , y , n = 0 ) : r"""Find the derivatives of : math : ` K _ \ nu ( y ^ { 1/2 } ) ` . Parameters nu : float The order of the modified Bessel function of the second kind . y : array of float The values to evaluate at . n : nonnegative int , optional The order of derivative to take ."""
n = int ( n ) y = scipy . asarray ( y , dtype = float ) sqrty = scipy . sqrt ( y ) if n == 0 : K = scipy . special . kv ( nu , sqrty ) else : K = scipy . zeros_like ( y ) x = scipy . asarray ( [ fixed_poch ( 1.5 - j , j ) * y ** ( 0.5 - j ) for j in scipy . arange ( 1.0 , n + 1.0 , dtype = float ) ] ) . T ...
def __parseThunks ( self , thunkRVA , importSection ) : """Parses the thunks and returns a list"""
offset = to_offset ( thunkRVA , importSection ) table_offset = 0 thunks = [ ] while True : thunk = IMAGE_THUNK_DATA . from_buffer ( importSection . raw , offset ) offset += sizeof ( IMAGE_THUNK_DATA ) if thunk . Ordinal == 0 : break thunkData = ThunkData ( header = thunk , rva = table_offset + t...
def dump ( self , obj , ** kwargs ) : """Take obj for later use : using class name to namespace definition ."""
self . obj = obj return super ( JSONSchema , self ) . dump ( obj , ** kwargs )
def cmd_add_label ( docid , label_name , color = None ) : """Arguments : < document _ id > < label _ name > [ < label _ color > ] Add a label on a document . Color must be specified if the label doesn ' t exist yet . Color will be ignored if the label already exists . Color format must be given in hexadecim...
dsearch = get_docsearch ( ) doc = dsearch . get ( docid ) if doc is None : raise Exception ( "Document {} not found. Cannot add label on it" . format ( docid ) ) label = None for clabel in dsearch . label_list : if clabel . name == label_name : label = clabel break if not label and not color : ...
def get_appliances ( self , location_id ) : """Get the appliances added for a specified location . Args : location _ id ( string ) : identifiying string of appliance Returns : list : dictionary objects containing appliances data"""
url = "https://api.neur.io/v1/appliances" headers = self . __gen_headers ( ) headers [ "Content-Type" ] = "application/json" params = { "locationId" : location_id , } url = self . __append_url_params ( url , params ) r = requests . get ( url , headers = headers ) return r . json ( )
def get_vnetwork_vswitches_input_datacenter ( self , ** kwargs ) : """Auto Generated Code"""
config = ET . Element ( "config" ) get_vnetwork_vswitches = ET . Element ( "get_vnetwork_vswitches" ) config = get_vnetwork_vswitches input = ET . SubElement ( get_vnetwork_vswitches , "input" ) datacenter = ET . SubElement ( input , "datacenter" ) datacenter . text = kwargs . pop ( 'datacenter' ) callback = kwargs . p...
def check_constraint ( self , pkge = None , constr = None ) : """Checks the constraints . : param pkge : the package to check : type pkge : Package : param constr : the package constraint to check : type constr : PackageConstraint"""
if not pkge is None : return javabridge . call ( self . jobject , "checkConstraint" , "(Lweka/core/packageManagement/Package;)Z" , pkge . jobject ) if not constr is None : return javabridge . call ( self . jobject , "checkConstraint" , "(Lweka/core/packageManagement/PackageConstraint;)Z" , pkge . jobject ) rais...
def _doy_to_datetimeindex ( doy , epoch_year = 2014 ) : """Convert a day of year scalar or array to a pd . DatetimeIndex . Parameters doy : numeric Contains days of the year Returns pd . DatetimeIndex"""
doy = np . atleast_1d ( doy ) . astype ( 'float' ) epoch = pd . Timestamp ( '{}-12-31' . format ( epoch_year - 1 ) ) timestamps = [ epoch + dt . timedelta ( days = adoy ) for adoy in doy ] return pd . DatetimeIndex ( timestamps )
def insert ( name , table = 'filter' , family = 'ipv4' , ** kwargs ) : '''. . versionadded : : 2014.1.0 Insert a rule into a chain name A user - defined name to call this rule by in another part of a state or formula . This should not be an actual rule . table The table that owns the chain that should b...
ret = { 'name' : name , 'changes' : { } , 'result' : None , 'comment' : '' } if 'rules' in kwargs : ret [ 'changes' ] [ 'locale' ] = [ ] comments = [ ] save = False for rule in kwargs [ 'rules' ] : if 'rules' in rule : del rule [ 'rules' ] if '__agg__' in rule : d...
def bulk_update ( cls , files , api = None ) : """This call updates the details for multiple specified files . Use this call to set new information for the files , thus replacing all existing information and erasing omitted parameters . For each of the specified files , the call sets a new name , new tags and...
if not files : raise SbgError ( 'Files are required.' ) api = api or cls . _API data = { 'items' : [ { 'id' : file_ . id , 'name' : file_ . name , 'tags' : file_ . tags , 'metadata' : file_ . metadata , } for file_ in files ] } logger . info ( 'Updating files in bulk.' ) response = api . post ( url = cls . _URL [ '...
def data ( self , root ) : '''Convert etree . Element into a dictionary'''
value = self . dict ( ) # Add attributes specific ' attributes ' key if root . attrib : value [ 'attributes' ] = self . dict ( ) for attr , attrval in root . attrib . items ( ) : value [ 'attributes' ] [ unicode ( attr ) ] = self . _fromstring ( attrval ) # Add children to specific ' children ' key chil...
def config_put ( args ) : '''Install a valid method configuration into a workspace , in one of several ways : from a JSON file containing a config definition ( both file names and objects are supported ) ; as a string representing the content of such a JSON file ; or as a dict generated from such JSON content...
config = args . config if os . path . isfile ( config ) : with open ( config , 'r' ) as fp : config = json . loads ( fp . read ( ) ) elif isinstance ( config , str ) : config = json . loads ( config ) elif isinstance ( config , dict ) : pass elif hasattr ( config , "read" ) : config = json . loa...
def _to_spans ( x ) : """Convert a Candidate , Mention , or Span to a list of spans ."""
if isinstance ( x , Candidate ) : return [ _to_span ( m ) for m in x ] elif isinstance ( x , Mention ) : return [ x . context ] elif isinstance ( x , TemporarySpanMention ) : return [ x ] else : raise ValueError ( f"{type(x)} is an invalid argument type" )
def get_publisher ( self , publisher_name , flags = None ) : """GetPublisher . [ Preview API ] : param str publisher _ name : : param int flags : : rtype : : class : ` < Publisher > < azure . devops . v5_0 . gallery . models . Publisher > `"""
route_values = { } if publisher_name is not None : route_values [ 'publisherName' ] = self . _serialize . url ( 'publisher_name' , publisher_name , 'str' ) query_parameters = { } if flags is not None : query_parameters [ 'flags' ] = self . _serialize . query ( 'flags' , flags , 'int' ) response = self . _send (...
def on_update_enabled ( self , conf_evt ) : """Implements neighbor configuration change listener ."""
enabled = conf_evt . value # If we do not have any protocol bound and configuration asks us to # enable this peer , we try to establish connection again . if enabled : LOG . info ( '%s enabled' , self ) if self . _protocol and self . _protocol . started : LOG . error ( 'Tried to enable neighbor that is ...
def skip_cycles ( self ) -> int : """The number of cycles dedicated to skips ."""
return sum ( ( int ( re . sub ( r'\D' , '' , op ) ) for op in self . skip_tokens ) )
def bulk_add ( self , item_id , ref_id = None , tags = None , time = None , title = None , url = None ) : """Add an item to list See : https : / / getpocket . com / developer / docs / v3 / modify : param item _ id : int : param ref _ id : tweet _ id : param tags : list of tags : param time : time of actio...
self . _add_action ( 'add' ) return self
def ssl_proxy ( self , value ) : """Sets https proxy setting . : Args : - value : The https proxy value ."""
self . _verify_proxy_type_compatibility ( ProxyType . MANUAL ) self . proxyType = ProxyType . MANUAL self . sslProxy = value
def get_context_data ( self , ** kwargs ) : """Populate the context of the template with all published entries and all the categories ."""
context = super ( Sitemap , self ) . get_context_data ( ** kwargs ) context . update ( { 'entries' : Entry . published . all ( ) , 'categories' : Category . published . all ( ) , 'authors' : Author . published . all ( ) } ) return context
def set_ ( name , path ) : '''. . versionadded : : 0.17.0 Sets alternative for < name > to < path > , if < path > is defined as an alternative for < name > . name is the master name for this link group ( e . g . pager ) path is the location of one of the alternative target files . ( e . g . / usr / ...
ret = { 'name' : name , 'path' : path , 'result' : True , 'changes' : { } , 'comment' : '' } current = __salt__ [ 'alternatives.show_current' ] ( name ) if current == path : ret [ 'comment' ] = 'Alternative for {0} already set to {1}' . format ( name , path ) return ret display = __salt__ [ 'alternatives.displa...
def pull ( collector , image , ** kwargs ) : """Pull an image"""
if not image . image_index : raise BadOption ( "The chosen image does not have a image_index configuration" , wanted = image . name ) tag = kwargs [ "artifact" ] if tag is NotSpecified : collector . configuration [ "harpoon" ] . tag if tag is not NotSpecified : image . tag = tag log . info ( "Pulling ta...
def api_method ( self ) : """Returns the api method to ` send ` the current API Object type"""
if not self . _api_method : raise NotImplementedError ( ) return getattr ( self . api , self . _api_method )
def _add_arg ( self , key , value , mask = False ) : """Add CLI Arg for the correct language . Args : key ( string ) : The CLI Args key ( e . g . , - - name ) . value ( string ) : The CLI Args value ( e . g . , bob ) . mask ( boolean , default : False ) : Indicates whether no mask value ."""
if self . lang == 'python' : self . _add_arg_python ( key , value , mask ) elif self . lang == 'java' : self . _add_arg_java ( key , value , mask )
def __write_docstring ( self , routine ) : """Writes the docstring for the wrapper method of a stored routine . : param dict routine : The metadata of the stored routine ."""
self . _write_line ( '"""' ) self . __write_docstring_description ( routine ) self . _write_docstring_parameters ( routine ) self . __write_docstring_return_type ( ) self . _write_line ( '"""' )
def vatu0 ( self , E , Lz , u0 , R , retv2 = False ) : """NAME : vatu0 PURPOSE : calculate the velocity at u0 INPUT : E - energy Lz - angular momentum u0 - u0 R - radius corresponding to u0 , pi / 2. retv2 = ( False ) , if True return v ^ 2 OUTPUT : velocity HISTORY : 2012-11-29 - Written ...
v2 = ( 2. * ( E - actionAngleStaeckel . potentialStaeckel ( u0 , numpy . pi / 2. , self . _pot , self . _delta ) ) - Lz ** 2. / R ** 2. ) if retv2 : return v2 v2 [ ( v2 < 0. ) * ( v2 > - 10. ** - 7. ) ] = 0. return numpy . sqrt ( v2 )
def read ( self ) : """Reads enough bytes from ` ` open _ stream _ in ` ` to fill the ` ` width ` ` ( if available ) and converts them to an ` ` int ` ` . Returns this ` ` int ` ` ."""
int_ = bytes_to_int ( self . open_stream_in . read ( math . ceil ( self . width / 8 ) ) , self . width ) self . repr_ . setvalue ( int_ ) return self . value . getvalue ( )
def list_exchanges_for_vhost ( self , vhost ) : """A list of all exchanges in a given virtual host . : param vhost : The vhost name : type vhost : str"""
return self . _api_get ( '/api/exchanges/{0}' . format ( urllib . parse . quote_plus ( vhost ) ) )
def retinotopy_anchors ( mesh , mdl , polar_angle = None , eccentricity = None , weight = None , weight_min = 0.1 , field_sign_weight = 0 , field_sign = None , invert_field_sign = False , radius_weight = 0 , radius_weight_source = 'Wandell2015' , radius = None , model_field_sign = None , model_hemi = Ellipsis , scale =...
if pimms . is_str ( mdl ) : hemi = None if pimms . is_str ( model_hemi ) : model_hemi = model_hemi . upper ( ) hemnames = { k : h for ( h , als ) in [ ( 'LH' , [ 'LH' , 'L' , 'LEFT' , 'RHX' , 'RX' ] ) , ( 'RH' , [ 'RH' , 'R' , 'RIGHT' , 'LHX' , 'LX' ] ) ] for k in als } if model_hemi in ...
def setup_prometheus ( self , registry = None ) : """Setup Prometheus ."""
kwargs = { } if registry : kwargs [ "registry" ] = registry self . metrics = PrometheusMetrics ( self . app , ** kwargs ) try : version = pkg_resources . require ( self . app . name ) [ 0 ] . version except pkg_resources . DistributionNotFound : version = "unknown" self . metrics . info ( "app_info" , "Appl...
def projection ( self , * axes , ** kwargs ) : """Projection to lower - dimensional histogram . The inheriting class should implement the _ projection _ class _ map class attribute to suggest class for the projection . If the arguments don ' t match any of the map keys , HistogramND is used ."""
axes , _ = self . _get_projection_axes ( * axes ) axes = tuple ( sorted ( axes ) ) if axes in self . _projection_class_map : klass = self . _projection_class_map [ axes ] return HistogramND . projection ( self , * axes , type = klass , ** kwargs ) else : return HistogramND . projection ( self , * axes , ** ...
def info ( self , msg : str ) -> None : """Write an info message to the Windows Application log ( ± to the Python disk log ) ."""
# noinspection PyUnresolvedReferences servicemanager . LogInfoMsg ( str ( msg ) ) if self . debugging : log . info ( msg )
def resolve_config ( self ) : '''Resolve configuration params to native instances'''
conf = self . load_config ( self . force_default ) for k in conf [ 'hues' ] : conf [ 'hues' ] [ k ] = getattr ( KEYWORDS , conf [ 'hues' ] [ k ] ) as_tuples = lambda name , obj : namedtuple ( name , obj . keys ( ) ) ( ** obj ) self . hues = as_tuples ( 'Hues' , conf [ 'hues' ] ) self . opts = as_tuples ( 'Options' ...
def update ( self , template_id , assumer , template_types , template_dests , template_start_standards , template_start_fees , template_add_standards , template_add_fees , session , name = None ) : '''taobao . delivery . template . update 修改运费模板 修改运费模板'''
request = TOPRequest ( 'taobao.delivery.template.update' ) if name != None : request [ 'name' ] = name request [ 'assumer' ] = assumer request [ 'template_id' ] = template_id request [ 'template_types' ] = template_types request [ 'template_dests' ] = template_dests request [ 'template_start_standards' ] = template...
def convex_conj ( self ) : """Convex conjugate functional of IndicatorLpUnitBall . Returns convex _ conj : GroupL1Norm The convex conjugate is the the group L1 - norm ."""
conj_exp = conj_exponent ( self . pointwise_norm . exponent ) return GroupL1Norm ( self . domain , exponent = conj_exp )
def get_next_input ( self ) : """Returns the next line of input : return : string of input"""
# TODO : could override input if we get input coming in at the same time all_input = Deployment . objects . get ( pk = self . id ) . input or '' lines = all_input . splitlines ( ) first_line = lines [ 0 ] if len ( lines ) else None lines = lines [ 1 : ] if len ( lines ) > 1 else [ ] Deployment . objects . filter ( pk =...
def auto ( self ) : """Returns the highest whole - number unit ."""
if self . _value >= 1000000000000 : return self . tb , 'tb' if self . _value >= 1000000000 : return self . gb , 'gb' if self . _value >= 1000000 : return self . mb , 'mb' if self . _value >= 1000 : return self . kb , 'kb' else : return self . b , 'b'
def get_unlabeled_entries ( self ) : """Returns list of unlabeled features , along with their entry _ ids Returns unlabeled _ entries : list of ( entry _ id , feature ) tuple Labeled entries"""
return [ ( idx , entry [ 0 ] ) for idx , entry in enumerate ( self . data ) if entry [ 1 ] is None ]
def get_path_url ( path , relative = False ) : """Returns an absolute or relative path url given a path"""
if relative : return os . path . relpath ( path ) else : return 'file://%s' % os . path . abspath ( path )
def delete_service ( self , stack , service ) : """删除服务 删除指定名称服务 , 并自动销毁服务已部署的所有容器和存储卷 。 Args : - stack : 服务所属的服务组名称 - service : 服务名 Returns : 返回一个tuple对象 , 其格式为 ( < result > , < ResponseInfo > ) - result 成功返回空dict { } , 失败返回 { " error " : " < errMsg string > " } - ResponseInfo 请求的Response信息"""
url = '{0}/v3/stacks/{1}/services/{2}' . format ( self . host , stack , service ) return self . __delete ( url )
def check_for_usable_restore_env ( self ) : """Check if the current env can be used to restore files ."""
self . check_for_usable_environment ( ) if not os . path . isdir ( self . mackup_folder ) : utils . error ( "Unable to find the Mackup folder: {}\n" "You might want to back up some files or get your" " storage directory synced first." . format ( self . mackup_folder ) )
def set_ip_port ( self , ip , port ) : '''set ip and port'''
self . address = ip self . port = port self . stop ( ) self . start ( )
def match_all_concepts ( self , string ) : '''Returns sorted list of all : class : ` Concept ` s matching ` ` string ` `'''
multipliers = { 'exact' : 10 ** 5 , 'fname' : 10 ** 4 , 'fuzzy' : 10 ** 2 , 'fuzzy_fragment' : 1 } matches = [ ] for concept in self . vocab : matches += concept . matches ( string , self . fuzzy , self . fname_match , self . fuzzy_fragment , self . guess ) return sort_matches ( matches )
def WriteClientCrashInfo ( self , client_id , crash_info ) : """Writes a new client crash record ."""
if client_id not in self . metadatas : raise db . UnknownClientError ( client_id ) ts = rdfvalue . RDFDatetime . Now ( ) self . metadatas [ client_id ] [ "last_crash_timestamp" ] = ts history = self . crash_history . setdefault ( client_id , { } ) history [ ts ] = crash_info . SerializeToString ( )
def compile_insert_get_id ( self , query , values , sequence = None ) : """Compile an insert and get ID statement into SQL . : param query : A QueryBuilder instance : type query : QueryBuilder : param values : The values to insert : type values : dict : param sequence : The id sequence : type sequence :...
if sequence is None : sequence = "id" return "%s RETURNING %s" % ( self . compile_insert ( query , values ) , self . wrap ( sequence ) , )
def stop ( self ) : """BLOCKS UNTIL ALL THREADS HAVE STOPPED THEN RUNS sys . exit ( 0)"""
global DEBUG self_thread = Thread . current ( ) if self_thread != MAIN_THREAD or self_thread != self : Log . error ( "Only the main thread can call stop() on main thread" ) DEBUG = True self . please_stop . go ( ) join_errors = [ ] with self . child_lock : children = copy ( self . children ) for c in reversed (...
def symbolic_Rz_matrix ( symbolic_theta ) : """Matrice symbolique de rotation autour de l ' axe Z"""
return sympy . Matrix ( [ [ sympy . cos ( symbolic_theta ) , - sympy . sin ( symbolic_theta ) , 0 ] , [ sympy . sin ( symbolic_theta ) , sympy . cos ( symbolic_theta ) , 0 ] , [ 0 , 0 , 1 ] ] )
def set_title ( self , value : Union [ Literal , Identifier , str ] , lang : str = None ) : """Set the DC Title literal value : param value : Value of the title node : param lang : Language in which the value is"""
return self . metadata . add ( key = DC . title , value = value , lang = lang )
def decode ( self ) : "Decode self . buffer , populating instance variables and return self ."
buflen = len ( self . buffer ) tftpassert ( buflen >= 4 , "malformed ERR packet, too short" ) log . debug ( "Decoding ERR packet, length %s bytes" , buflen ) if buflen == 4 : log . debug ( "Allowing this affront to the RFC of a 4-byte packet" ) fmt = b"!HH" log . debug ( "Decoding ERR packet with fmt: %s" ,...
def validate_auth_mechanism ( option , value ) : """Validate the authMechanism URI option ."""
# CRAM - MD5 is for server testing only . Undocumented , # unsupported , may be removed at any time . You have # been warned . if value not in MECHANISMS and value != 'CRAM-MD5' : raise ValueError ( "%s must be in %s" % ( option , tuple ( MECHANISMS ) ) ) return value
def _create ( self , uri , body , records = None , subdomains = None , return_none = False , return_raw = False , ** kwargs ) : """Handles the communication with the API when creating a new resource managed by this class . Since DNS works completely differently for create ( ) than the other APIs , this method...
self . run_hooks ( "modify_body_for_create" , body , ** kwargs ) resp , resp_body = self . _async_call ( uri , body = body , method = "POST" , error_class = exc . DomainCreationFailed ) response_body = resp_body [ self . response_key ] [ 0 ] return self . resource_class ( self , response_body )
def tofile ( self , filepath = None ) : """Saves configuration into a file and returns its path . Convenience method . : param str | unicode filepath : Filepath to save configuration into . If not provided a temporary file will be automatically generated . : rtype : str | unicode"""
if filepath is None : with NamedTemporaryFile ( prefix = '%s_' % self . alias , suffix = '.ini' , delete = False ) as f : filepath = f . name else : filepath = os . path . abspath ( filepath ) if os . path . isdir ( filepath ) : filepath = os . path . join ( filepath , '%s.ini' % self . alia...