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def dense ( * elements ) : """Create a dense vector of 64 - bit floats from a Python list or numbers . > > > Vectors . dense ( [ 1 , 2 , 3 ] ) DenseVector ( [ 1.0 , 2.0 , 3.0 ] ) > > > Vectors . dense ( 1.0 , 2.0) DenseVector ( [ 1.0 , 2.0 ] )"""
if len ( elements ) == 1 and not isinstance ( elements [ 0 ] , ( float , int , long ) ) : # it ' s list , numpy . array or other iterable object . elements = elements [ 0 ] return DenseVector ( elements )
def do_break ( self , arg , temporary = 0 ) : """b ( reak ) [ ( [ filename : ] lineno | function ) [ , condition ] ] Without argument , list all breaks . With a line number argument , set a break at this line in the current file . With a function name , set a break at the first executable line of that funct...
if not arg : all_breaks = '\n' . join ( bp . bpformat ( ) for bp in bdb . Breakpoint . bpbynumber if bp ) if all_breaks : self . message ( "Num Type Disp Enb Where" ) self . message ( all_breaks ) return # Parse arguments , comma has lowest precedence and cannot occur in # filename...
def MessageToRepr ( msg , multiline = False , ** kwargs ) : """Return a repr - style string for a protorpc message . protorpc . Message . _ _ repr _ _ does not return anything that could be considered python code . Adding this function lets us print a protorpc message in such a way that it could be pasted int...
# TODO ( jasmuth ) : craigcitro suggests a pretty - printer from apitools / gen . indent = kwargs . get ( 'indent' , 0 ) def IndentKwargs ( kwargs ) : kwargs = dict ( kwargs ) kwargs [ 'indent' ] = kwargs . get ( 'indent' , 0 ) + 4 return kwargs if isinstance ( msg , list ) : s = '[' for item in msg...
def parse_stats ( self , soup ) : """Given : soup : a bs4 element containing the current media list ' s stats Return a dict of this media list ' s stats ."""
stats = { } for row in soup . children : try : key = row . name . replace ( u'user_' , u'' ) if key == u'id' : stats [ key ] = int ( row . text ) elif key == u'name' : stats [ key ] = row . text elif key == self . verb + u'ing' : try : ...
def features ( self ) : """List of features ."""
r = [ ] for _ , inter in self . props . items ( ) : if isinstance ( inter , tuple ) : if ( inter [ 0 ] and inter [ 1 ] and inter [ 0 ] . getValue ( ) == inter [ 1 ] . getValue ( ) and inter [ 0 ] . operator == "=" and inter [ 1 ] . operator == "=" ) : r . append ( inter [ 0 ] ) else : ...
async def grant ( self , username , acl = 'login' ) : """Grant access level of the given user on the controller . Note that if the user already has higher permissions than the provided ACL , this will do nothing ( see revoke for a way to remove permissions ) . : param str username : Username : param str a...
controller_facade = client . ControllerFacade . from_connection ( self . connection ( ) ) user = tag . user ( username ) changes = client . ModifyControllerAccess ( acl , 'grant' , user ) try : await controller_facade . ModifyControllerAccess ( [ changes ] ) return True except errors . JujuError as e : if '...
def render ( self , trajectories : Tuple [ NonFluents , Fluents , Fluents , Fluents , np . array ] , batch : Optional [ int ] = None ) -> None : '''Renders the simulated ` trajectories ` for the given ` batch ` . Args : trajectories : NonFluents , states , actions , interms and rewards . batch : Number of bat...
raise NotImplementedError
def set_access_port ( self , port_number , vlan_id ) : """Sets the specified port as an ACCESS port . : param port _ number : allocated port number : param vlan _ id : VLAN number membership"""
if port_number not in self . _nios : raise DynamipsError ( "Port {} is not allocated" . format ( port_number ) ) nio = self . _nios [ port_number ] yield from self . _hypervisor . send ( 'ethsw set_access_port "{name}" {nio} {vlan_id}' . format ( name = self . _name , nio = nio , vlan_id = vlan_id ) ) log . info ( ...
def thumbnail ( parser , token ) : """Creates a thumbnail of for an ImageField . To just output the absolute url to the thumbnail : : { % thumbnail image 80x80 % } After the image path and dimensions , you can put any options : : { % thumbnail image 80x80 force _ ssl = True % } To put the thumbnail URL on...
args = token . split_contents ( ) tag = args [ 0 ] # Check to see if we ' re setting to a context variable . if len ( args ) > 4 and args [ - 2 ] == 'as' : context_name = args [ - 1 ] args = args [ : - 2 ] else : context_name = None if len ( args ) < 3 : raise TemplateSyntaxError ( "Invalid syntax. Expe...
def create_summary_tear_sheet ( factor_data , long_short = True , group_neutral = False ) : """Creates a small summary tear sheet with returns , information , and turnover analysis . Parameters factor _ data : pd . DataFrame - MultiIndex A MultiIndex DataFrame indexed by date ( level 0 ) and asset ( level 1...
# Returns Analysis mean_quant_ret , std_quantile = perf . mean_return_by_quantile ( factor_data , by_group = False , demeaned = long_short , group_adjust = group_neutral ) mean_quant_rateret = mean_quant_ret . apply ( utils . rate_of_return , axis = 0 , base_period = mean_quant_ret . columns [ 0 ] ) mean_quant_ret_byda...
def _read_s3_config ( self ) : """Read in the value of the configuration file in Amazon S3. : rtype : str : raises : ValueError"""
try : import boto3 import botocore . exceptions except ImportError : boto3 , botocore = None , None if not boto3 : raise ValueError ( 's3 URL specified for configuration but boto3 not installed' ) parsed = parse . urlparse ( self . _file_path ) try : response = boto3 . client ( 's3' , endpoint_url =...
def delete_data_source ( self , data_source ) : """Delete data source with it ' s name or ID . data _ source = { ' imap ' : { ' name ' : ' data - source - name ' } } or data _ source = { ' pop3 ' : { ' id ' : ' data - source - id ' } }"""
source_type = [ k for k in data_source . keys ( ) ] [ 0 ] complete_source = self . get_data_sources ( source_id = data_source [ source_type ] [ 'id' ] ) folder_id = complete_source [ source_type ] [ 0 ] [ 'l' ] self . delete_folders ( folder_ids = [ folder_id ] ) return self . request ( 'DeleteDataSource' , data_source...
def step ( self , ** args ) : """Network . step ( ) Does a single step . Calls propagate ( ) , backprop ( ) , and change _ weights ( ) if learning is set . Format for parameters : < layer name > = < activation / target list >"""
if self . verbosity > 0 : print ( "Network.step() called with:" , args ) # First , copy the values into either activations or targets : retargs = self . preStep ( ** args ) if retargs : args = retargs # replace the args # Propagate activation through network : self . propagate ( ** args ) retargs = self . p...
def ignore_proxy_host ( self ) : """Check if self . host is in the $ no _ proxy ignore list ."""
if urllib . proxy_bypass ( self . host ) : return True no_proxy = os . environ . get ( "no_proxy" ) if no_proxy : entries = [ parse_host_port ( x ) for x in no_proxy . split ( "," ) ] for host , port in entries : if host . lower ( ) == self . host and port == self . port : return True re...
def update_user ( self , user_name , new_user_name = None , new_path = None ) : """Updates name and / or path of the specified user . : type user _ name : string : param user _ name : The name of the user : type new _ user _ name : string : param new _ user _ name : If provided , the username of the user wi...
params = { 'UserName' : user_name } if new_user_name : params [ 'NewUserName' ] = new_user_name if new_path : params [ 'NewPath' ] = new_path return self . get_response ( 'UpdateUser' , params )
def compileInterpolatableTTFsFromDS ( designSpaceDoc , preProcessorClass = TTFInterpolatablePreProcessor , outlineCompilerClass = OutlineTTFCompiler , featureCompilerClass = None , featureWriters = None , glyphOrder = None , useProductionNames = None , cubicConversionError = None , reverseDirection = True , inplace = F...
ufos , layerNames = [ ] , [ ] for source in designSpaceDoc . sources : if source . font is None : raise AttributeError ( "designspace source '%s' is missing required 'font' attribute" % getattr ( source , "name" , "<Unknown>" ) ) ufos . append ( source . font ) # ' layerName ' is None for the defaul...
def syllable_split ( string ) : '''Split ' string ' into ( stressed ) syllables and punctuation / whitespace .'''
p = r'\'[%s]+|`[%s]+|[%s]+|[^%s\'`\.]+|[^\.]{1}' % ( A , A , A , A ) return re . findall ( p , string , flags = FLAGS )
def get_current_url ( environ , root_only = False , strip_querystring = False , host_only = False ) : """A handy helper function that recreates the full URL for the current request or parts of it . Here an example : > > > from werkzeug import create _ environ > > > env = create _ environ ( " / ? param = foo "...
tmp = [ environ [ "wsgi.url_scheme" ] , "://" , get_host ( environ ) ] cat = tmp . append if host_only : return "" . join ( tmp ) + "/" cat ( quote ( environ . get ( "SCRIPT_NAME" , "" ) . rstrip ( "/" ) ) ) if root_only : cat ( "/" ) else : cat ( quote ( "/" + environ . get ( "PATH_INFO" , "" ) . lstrip ( ...
def confirmation_pdf ( self , confirmation_id ) : """Opens a pdf of a confirmation : param confirmation _ id : the confirmation id : return : dict"""
return self . _create_get_request ( resource = CONFIRMATIONS , billomat_id = confirmation_id , command = PDF )
def render_source ( self , source , variables = None ) : """Render a source with the passed variables ."""
if variables is None : variables = { } template = self . _engine . from_string ( source ) return template . render ( ** variables )
def install_optimal_reactor ( verbose = False ) : """Try to install the optimal Twisted reactor for platform . : param verbose : If ` ` True ` ` , print what happens . : type verbose : bool"""
import sys from twisted . python import reflect # # determine currently installed reactor , if any if 'twisted.internet.reactor' in sys . modules : current_reactor = reflect . qual ( sys . modules [ 'twisted.internet.reactor' ] . __class__ ) . split ( '.' ) [ - 1 ] else : current_reactor = None # # depending on...
def _get_client ( ) : '''Return a cloud client'''
client = salt . cloud . CloudClient ( os . path . join ( os . path . dirname ( __opts__ [ 'conf_file' ] ) , 'cloud' ) , pillars = copy . deepcopy ( __pillar__ . get ( 'cloud' , { } ) ) ) return client
def build_pages ( self ) : """Iterate over the pages _ dir and build the pages"""
for root , _ , files in os . walk ( self . pages_dir ) : base_dir = root . replace ( self . pages_dir , "" ) . lstrip ( "/" ) if not base_dir . startswith ( "_" ) : for f in files : src_file = os . path . join ( base_dir , f ) self . _build_page ( src_file )
def read ( self ) : """Read the target value Use $ project aggregate operator in order to support nested objects"""
result = self . get_collection ( ) . aggregate ( [ { '$match' : { '_id' : self . _document_id } } , { '$project' : { '_value' : '$' + self . _path , '_id' : False } } ] ) for doc in result : if '_value' not in doc : break return doc [ '_value' ]
def add_scan_host_detail ( self , scan_id , host = '' , name = '' , value = '' ) : """Adds a host detail result to scan _ id scan ."""
self . scan_collection . add_result ( scan_id , ResultType . HOST_DETAIL , host , name , value )
def search_url ( self , var = DEFAULT_SEARCH_ENV , default = NOTSET , engine = None ) : """Returns a config dictionary , defaulting to SEARCH _ URL . : rtype : dict"""
return self . search_url_config ( self . url ( var , default = default ) , engine = engine )
def stop ( self ) : """Stop the client . This sends a signal to the clients main task which makes it terminate . It may take some cycles through the event loop to stop the client task . To check whether the task has actually stopped , query : attr : ` running ` ."""
if not self . running : return self . logger . debug ( "stopping main task of %r" , self , stack_info = True ) self . _main_task . cancel ( )
def diff_table ( self , table1 , table2 ) : """Returns the difference between the tables table1 and table2. : type table1 : Table : type table2 : Table : rtype : TableDiff"""
changes = 0 table_differences = TableDiff ( table1 . get_name ( ) ) table_differences . from_table = table1 table1_columns = table1 . get_columns ( ) table2_columns = table2 . get_columns ( ) # See if all the fields in table1 exist in table2 for column_name , column in table2_columns . items ( ) : if not table1 . h...
def get_mean_and_stddevs ( self , sites , rup , dists , imt , stddev_types ) : """See : meth : ` superclass method < . base . GroundShakingIntensityModel . get _ mean _ and _ stddevs > ` for spec of input and result values ."""
# extracting dictionary of coefficients specific to required # intensity measure type . C = self . COEFFS [ imt ] C_PGA = self . COEFFS [ PGA ( ) ] imt_per = 0 if imt . name == 'PGV' else imt . period pga_rock = self . _get_pga_on_rock ( C_PGA , rup , dists ) mean = ( self . _get_magnitude_scaling_term ( C , rup ) + se...
def _GetAPFSVolumeIdentifiers ( self , scan_node ) : """Determines the APFS volume identifiers . Args : scan _ node ( SourceScanNode ) : scan node . Returns : list [ str ] : APFS volume identifiers . Raises : ScannerError : if the format of or within the source is not supported or the the scan node is...
if not scan_node or not scan_node . path_spec : raise errors . ScannerError ( 'Invalid scan node.' ) volume_system = apfs_volume_system . APFSVolumeSystem ( ) volume_system . Open ( scan_node . path_spec ) volume_identifiers = self . _source_scanner . GetVolumeIdentifiers ( volume_system ) if not volume_identifiers...
def import_from_path ( path ) : """Import a class dynamically , given it ' s dotted path . : param path : the path of the module : type path : string : return : Return the value of the named attribute of object . : rtype : object"""
module_name , class_name = path . rsplit ( '.' , 1 ) try : return getattr ( __import__ ( module_name , fromlist = [ class_name ] ) , class_name ) except AttributeError : raise ImportError ( 'Unable to import %s' % path )
def from_otgformat ( self , otgOrder ) : """[ summary ] Arguments : otgOrder { [ type ] } - - [ description ] { ' seqno ' : 6, ' user _ id ' : ' 106184 ' , ' order _ id ' : ' WDRB _ QA01 _ FtNlyBem ' , ' exchange _ id ' : ' SHFE ' , ' instrument _ id ' : ' rb1905 ' , ' direction ' : ' SELL ' , ' o...
self . order_id = otgOrder . get ( 'order_id' ) self . account_cookie = otgOrder . get ( 'user_id' ) self . exchange_id = otgOrder . get ( 'exchange_id' ) self . code = str ( otgOrder . get ( 'instrument_id' ) ) . upper ( ) self . offset = otgOrder . get ( 'offset' ) self . direction = otgOrder . get ( 'direction' ) se...
def v1_tag_suggest ( request , tags , prefix , parent = '' ) : '''Provide fast suggestions for tag components . This yields suggestions for * components * of a tag and a given prefix . For example , given the tags ` ` foo / bar / baz ` ` and ` ` fob / bob ` ` , here are some example completions ( ordering may...
prefix = prefix . decode ( 'utf-8' ) . strip ( ) parent = parent . decode ( 'utf-8' ) . strip ( ) limit = min ( 10000 , int ( request . params . get ( 'limit' , 100 ) ) ) return { 'suggestions' : tags . suggest ( parent , prefix , limit = limit ) }
def on_lstCategories_itemSelectionChanged ( self ) : """Update purpose description label . . . note : : This is an automatic Qt slot executed when the purpose selection changes ."""
self . clear_further_steps ( ) # Set widgets purpose = self . selected_purpose ( ) # Exit if no selection if not purpose : return # Set description label self . lblDescribeCategory . setText ( purpose [ "description" ] ) self . lblIconCategory . setPixmap ( QPixmap ( resources_path ( 'img' , 'wizard' , 'keyword-cat...
def python_value ( self , dtype , dvalue ) : """Convert a CLIPS type into Python ."""
try : return CONVERTERS [ dtype ] ( dvalue ) except KeyError : if dtype == clips . common . CLIPSType . MULTIFIELD : return self . multifield_to_list ( ) if dtype == clips . common . CLIPSType . FACT_ADDRESS : return clips . facts . new_fact ( self . _env , lib . to_pointer ( dvalue ) ) ...
def payload_unregister ( klass , pid ) : """is used while a hook is running to let Juju know that a payload has been manually stopped . The < class > and < id > provided must match a payload that has been previously registered with juju using payload - register ."""
cmd = [ 'payload-unregister' ] for x in [ klass , pid ] : cmd . append ( x ) subprocess . check_call ( cmd )
def fallback ( message : str , ex : Exception ) -> None : """Fallback procedure when a cli command fails . : param message : message to be logged : param ex : Exception which caused the failure"""
logging . error ( '%s' , message ) logging . exception ( '%s' , ex ) sys . exit ( 1 )
def appliance_node_information ( self ) : """Gets the ApplianceNodeInformation API client . Returns : ApplianceNodeInformation :"""
if not self . __appliance_node_information : self . __appliance_node_information = ApplianceNodeInformation ( self . __connection ) return self . __appliance_node_information
def encoding ( encoding = True ) : """DEPRECATED : use pynvim . decode ( ) ."""
if isinstance ( encoding , str ) : encoding = True def dec ( f ) : f . _nvim_decode = encoding return f return dec
def from_api_repr ( cls , resource , config ) : """Factory : construct a Variable given its API representation : type resource : dict : param resource : change set representation returned from the API . : type config : : class : ` google . cloud . runtimeconfig . config . Config ` : param config : The confi...
name = variable_name_from_full_name ( resource . get ( "name" ) ) variable = cls ( name = name , config = config ) variable . _set_properties ( resource = resource ) return variable
def get_geometry ( self , geo_level , geo_code ) : """Get the geometry description for a geography . This is a dict with two keys , ' properties ' which is a dict of properties , and ' shape ' which is a shapely shape ( may be None ) ."""
mapit_level = SETTINGS [ 'level_codes' ] [ geo_level ] url = SETTINGS [ 'url' ] + '/area/MDB:%s/feature.geojson?type=%s' % ( geo_code , mapit_level ) url = url + '&generation=%s' % SETTINGS [ 'generation' ] simplify = SETTINGS [ 'level_simplify' ] . get ( mapit_level ) if simplify : url = url + '&simplification_lev...
def expr_to_tree ( ind , pset ) : """Convert the unstructured DEAP pipeline into a tree data - structure . Parameters ind : deap . creator . Individual The pipeline that is being exported Returns pipeline _ tree : list List of operators in the current optimized pipeline EXAMPLE : pipeline : " Deci...
def prim_to_list ( prim , args ) : if isinstance ( prim , deap . gp . Terminal ) : if prim . name in pset . context : return pset . context [ prim . name ] else : return prim . value return [ prim . name ] + args tree = [ ] stack = [ ] for node in ind : stack . append...
def find_mrms_tracks ( self ) : """Identify objects from MRMS timesteps and link them together with object matching . Returns : List of STObjects containing MESH track information ."""
obs_objects = [ ] tracked_obs_objects = [ ] if self . mrms_ew is not None : self . mrms_grid . load_data ( ) if len ( self . mrms_grid . data ) != len ( self . hours ) : print ( 'Less than 24 hours of observation data found' ) return tracked_obs_objects for h , hour in enumerate ( self . hou...
def sharey ( axes ) : """Shared axes limits without shared locators , ticks , etc . By Joe Kington"""
linker = Linker ( axes ) for ax in axes : ax . _linker = linker
def _mems_updated_cb ( self ) : """Called when the memories have been identified"""
logger . info ( 'Memories finished updating' ) self . param . refresh_toc ( self . _param_toc_updated_cb , self . _toc_cache )
def get_readme ( ) : """Get the contents of the ` ` README . rst ` ` file as a Unicode string ."""
try : import pypandoc description = pypandoc . convert ( 'README.md' , 'rst' ) except ( IOError , ImportError ) : description = open ( 'README.md' ) . read ( ) return description
def kill ( self , sig = signal . SIGTERM ) : """Terminate the test job . Kill the subprocess if it was spawned , abort the spawning process otherwise . This information can be collected afterwards by reading the self . killed and self . spawned flags . Also join the 3 related threads to the caller thread . ...
while self . is_alive ( ) : self . killed = True time . sleep ( POLLING_DELAY ) # " Was a process spawned ? " polling if not self . spawned : continue # Either self . run returns or runner yields if self . process . poll ( ) is None : # It ' s running self . process . send_si...
def clean ( self ) : """Checks that there is almost one field to select"""
if any ( self . errors ) : # Don ' t bother validating the formset unless each form is valid on # its own return ( selects , aliases , froms , wheres , sorts , groups_by , params ) = self . get_query_parts ( ) if not selects : validation_message = _ ( u"At least you must check a row to get." ) raise forms ....
def reflectance ( self , band ) : """Calculate top of atmosphere reflectance of Landsat 8 as outlined here : http : / / landsat . usgs . gov / Landsat8 _ Using _ Product . php R _ raw = MR * Q + AR R = R _ raw / cos ( Z ) = R _ raw / sin ( E ) Z = 90 - E ( in degrees ) where : R _ raw = TOA planetary re...
if band not in self . oli_bands : raise ValueError ( 'Landsat 8 reflectance should OLI band (i.e. bands 1-8)' ) elev = getattr ( self , 'sun_elevation' ) dn = self . _get_band ( 'b{}' . format ( band ) ) mr = getattr ( self , 'reflectance_mult_band_{}' . format ( band ) ) ar = getattr ( self , 'reflectance_add_band...
def main ( ) : '''Main routine .'''
# validate command line arguments arg_parser = argparse . ArgumentParser ( ) arg_parser . add_argument ( '--vmssname' , '-n' , required = True , action = 'store' , help = 'Scale set name' ) arg_parser . add_argument ( '--rgname' , '-g' , required = True , action = 'store' , help = 'Resource Group Name' ) arg_parser . a...
def set_bsd_socket_params ( self , port_reuse = None ) : """Sets BSD - sockets related params . : param bool port _ reuse : Enable REUSE _ PORT flag on socket to allow multiple instances binding on the same address ( BSD only ) ."""
self . _set ( 'reuse-port' , port_reuse , cast = bool ) return self . _section
def newFromSites ( self , sites , exclude = False ) : """Create a new read from self , with only certain sites . @ param sites : A set of C { int } 0 - based sites ( i . e . , indices ) in sequences that should be kept . If C { None } ( the default ) , all sites are kept . @ param exclude : If C { True } th...
if exclude : sites = set ( range ( len ( self ) ) ) - sites newSequence = [ ] newStructure = [ ] for index , ( base , structure ) in enumerate ( zip ( self . sequence , self . structure ) ) : if index in sites : newSequence . append ( base ) newStructure . append ( structure ) read = self . __cl...
def patch_file ( patch_stream : TextIO , fromcsv_stream : TextIO , tocsv_stream : TextIO , strict : bool = True , sep : str = ',' ) : """Apply the patch to the source CSV file , and save the result to the target file ."""
diff = patch . load ( patch_stream ) from_records = records . load ( fromcsv_stream , sep = sep ) to_records = patch . apply ( diff , from_records , strict = strict ) # what order should the columns be in ? if to_records : # have data , use a nice ordering all_columns = to_records [ 0 ] . keys ( ) index_columns...
def find_state ( self , container , start = None , end = None , avoid = None , initial_state = None , final_state = None ) : """Execute instructions ."""
self . __set_cpu_state ( initial_state ) # Convert input native addresses to reil addresses . start = to_reil_address ( start ) if start else None end = to_reil_address ( end ) if end else None avoid = [ to_reil_address ( addr ) for addr in avoid ] if avoid else [ ] # Load instruction pointer . ip = start if start else...
def renew ( cls , fqdn , duration , background ) : """Renew a domain ."""
fqdn = fqdn . lower ( ) if not background and not cls . intty ( ) : background = True domain_info = cls . info ( fqdn ) current_year = domain_info [ 'date_registry_end' ] . year domain_params = { 'duration' : duration , 'current_year' : current_year , } result = cls . call ( 'domain.renew' , fqdn , domain_params ) ...
def process_match ( match , fixed_text , cur , cur_end ) : """Processes a single match in rules"""
# Set our tools # - - Initial / default value for replace replace = True # - - Set check cursor depending on match [ ' type ' ] if match [ 'type' ] == 'prefix' : chk = cur - 1 else : # suffix chk = cur_end # - - Set scope based on whether scope is negative if match [ 'scope' ] . startswith ( '!' ) : scope =...
def get_jwt_key_data ( ) : """Returns the data for the JWT private key used for encrypting the user login token as a string object Returns : ` str `"""
global __jwt_data if __jwt_data : return __jwt_data from cloud_inquisitor import config_path from cloud_inquisitor . config import dbconfig jwt_key_file = dbconfig . get ( 'jwt_key_file_path' , default = 'ssl/private.key' ) if not os . path . isabs ( jwt_key_file ) : jwt_key_file = os . path . join ( config_pat...
def P ( value , bits = None , endian = None , target = None ) : """Pack an unsigned pointer for a given target . Args : value ( int ) : The value to pack . bits ( : class : ` ~ pwnypack . target . Target . Bits ` ) : Override the default word size . If ` ` None ` ` it will look at the word size of ` ` tar...
return globals ( ) [ 'P%d' % _get_bits ( bits , target ) ] ( value , endian = endian , target = target )
def simxGetObjectIntParameter ( clientID , objectHandle , parameterID , operationMode ) : '''Please have a look at the function description / documentation in the V - REP user manual'''
parameterValue = ct . c_int ( ) return c_GetObjectIntParameter ( clientID , objectHandle , parameterID , ct . byref ( parameterValue ) , operationMode ) , parameterValue . value
def get_source_data_items ( self , data_item : DataItem ) -> typing . List [ DataItem ] : """Return the list of data items that are data sources for the data item . : return : The list of : py : class : ` nion . swift . Facade . DataItem ` objects . . . versionadded : : 1.0 Scriptable : Yes"""
return [ DataItem ( data_item ) for data_item in self . _document_model . get_source_data_items ( data_item . _data_item ) ] if data_item else None
def _master_tops ( self , load ) : '''Return the results from an external node classifier if one is specified : param dict load : A payload received from a minion : return : The results from an external node classifier'''
load = self . __verify_load ( load , ( 'id' , 'tok' ) ) if load is False : return { } return self . masterapi . _master_tops ( load , skip_verify = True )
def list_ ( device , unit = None ) : '''Prints partition information of given < device > CLI Examples : . . code - block : : bash salt ' * ' partition . list / dev / sda salt ' * ' partition . list / dev / sda unit = s salt ' * ' partition . list / dev / sda unit = kB'''
_validate_device ( device ) if unit : if unit not in VALID_UNITS : raise CommandExecutionError ( 'Invalid unit passed to partition.part_list' ) cmd = 'parted -m -s {0} unit {1} print' . format ( device , unit ) else : cmd = 'parted -m -s {0} print' . format ( device ) out = __salt__ [ 'cmd.run_stdou...
def specbits ( self ) : """Returns the array of arguments that would be given to iptables for the current Extension ."""
bits = [ ] for opt in sorted ( self . __options ) : # handle the case where this is a negated option m = re . match ( r'^! (.*)' , opt ) if m : bits . extend ( [ '!' , "--%s" % m . group ( 1 ) ] ) else : bits . append ( "--%s" % opt ) optval = self . __options [ opt ] if isinstance (...
def create_name_id_mapping_response ( self , name_id = None , encrypted_id = None , in_response_to = None , issuer = None , sign_response = False , status = None , sign_alg = None , digest_alg = None , ** kwargs ) : """protocol for mapping a principal ' s name identifier into a different name identifier for the s...
# Done over SOAP ms_args = self . message_args ( ) _resp = NameIDMappingResponse ( name_id , encrypted_id , in_response_to = in_response_to , ** ms_args ) if sign_response : return self . sign ( _resp , sign_alg = sign_alg , digest_alg = digest_alg ) else : logger . info ( "Message: %s" , _resp ) return _re...
def search_results_info ( self ) : """Returns the search results info for this command invocation or None . The search results info object is created from the search results info file associated with the command invocation . Splunk does not pass the location of this file by default . You must request it by sp...
if self . _search_results_info is not None : return self . _search_results_info try : info_path = self . input_header [ 'infoPath' ] except KeyError : return None def convert_field ( field ) : return ( field [ 1 : ] if field [ 0 ] == '_' else field ) . replace ( '.' , '_' ) def convert_value ( field , v...
def pipe_xpathfetchpage ( context = None , _INPUT = None , conf = None , ** kwargs ) : """A source that fetches the content of a given website as DOM nodes or a string . Loopable . context : pipe2py . Context object _ INPUT : pipeforever pipe or an iterable of items or fields conf : dict URL - - url objec...
conf = DotDict ( conf ) urls = utils . listize ( conf [ 'URL' ] ) for item in _INPUT : for item_url in urls : url = utils . get_value ( DotDict ( item_url ) , DotDict ( item ) , ** kwargs ) url = utils . get_abspath ( url ) f = urlopen ( url ) # TODO : it seems that Yahoo ! converts ...
def _input_as_list ( self , data ) : '''Takes the positional arguments as input in a list . The list input here should be [ query _ file _ path , database _ file _ path , output _ file _ path ]'''
query , database , output = data if ( not isabs ( database ) ) or ( not isabs ( query ) ) or ( not isabs ( output ) ) : raise ApplicationError ( "Only absolute paths allowed.\n%s" % ', ' . join ( data ) ) self . _database = FilePath ( database ) self . _query = FilePath ( query ) self . _output = ResultPath ( outpu...
def process_iter ( proc , cmd = "" ) : """helper function to iterate over a process stdout and report error messages when done"""
try : for l in proc . stdout : yield l finally : if proc . poll ( ) is None : # there was an exception return else : proc . wait ( ) if proc . returncode not in ( 0 , None , signal . SIGPIPE , signal . SIGPIPE + 128 ) : sys . stderr . write ( "cmd was:%s\n" % cmd ...
def write_project_summary ( samples , qsign_info = None ) : """Write project summary information on the provided samples . write out dirs , genome resources ,"""
work_dir = samples [ 0 ] [ 0 ] [ "dirs" ] [ "work" ] out_file = os . path . join ( work_dir , "project-summary.yaml" ) upload_dir = ( os . path . join ( work_dir , samples [ 0 ] [ 0 ] [ "upload" ] [ "dir" ] ) if "dir" in samples [ 0 ] [ 0 ] [ "upload" ] else "" ) date = str ( datetime . now ( ) ) prev_samples = _other_...
def __analyses_match ( self , analysisA , analysisB ) : """Leiame , kas tegu on duplikaatidega ehk täpselt üht ja sama morfoloogilist infot sisaldavate analüüsidega ."""
return POSTAG in analysisA and POSTAG in analysisB and analysisA [ POSTAG ] == analysisB [ POSTAG ] and ROOT in analysisA and ROOT in analysisB and analysisA [ ROOT ] == analysisB [ ROOT ] and FORM in analysisA and FORM in analysisB and analysisA [ FORM ] == analysisB [ FORM ] and CLITIC in analysisA and CLITIC in anal...
def put ( self , key , value , ttl = - 1 ) : """Transactional implementation of : func : ` Map . put ( key , value , ttl ) < hazelcast . proxy . map . Map . put > ` The object to be put will be accessible only in the current transaction context till the transaction is committed . : param key : ( object ) , th...
check_not_none ( key , "key can't be none" ) check_not_none ( value , "value can't be none" ) return self . _encode_invoke ( transactional_map_put_codec , key = self . _to_data ( key ) , value = self . _to_data ( value ) , ttl = to_millis ( ttl ) )
def get_cmdline_options ( self ) : """Return a ' { cmd : { opt : val } } ' map of all command - line options Option names are all long , but do not include the leading ' - - ' , and contain dashes rather than underscores . If the option doesn ' t take an argument ( e . g . ' - - quiet ' ) , the ' val ' is ' N...
d = { } for cmd , opts in self . command_options . items ( ) : for opt , ( src , val ) in opts . items ( ) : if src != "command line" : continue opt = opt . replace ( '_' , '-' ) if val == 0 : cmdobj = self . get_command_obj ( cmd ) neg_opt = self . negati...
def consume ( self ) : # pragma : no cover """start consuming rabbitmq messages"""
print ( ' [*] Waiting for logs. To exit press CTRL+C' ) self . channel . basic_consume ( self . queue_name , self . callback ) self . channel . start_consuming ( )
def execute_input_middleware_stream ( self , request , controller ) : """Request comes from the controller . Returned is a request . controller arg is the name of the controller ."""
start_request = request # either ' http ' or ' cmd ' or ' irc ' controller_name = "" . join ( controller . get_controller_name ( ) . split ( '-' ) [ : 1 ] ) middlewares = list ( self . pre_input_middleware ) + list ( self . input_middleware ) for m in middlewares : to_execute = getattr ( m ( controller ) , controll...
def TaskAttemptInput ( input , task_attempt ) : """Returns the correct Input class for a given data type and gather mode"""
( data_type , mode ) = _get_input_info ( input ) if data_type != 'file' : return NoOpInput ( None , task_attempt ) if mode == 'no_gather' : return FileInput ( input [ 'data' ] [ 'contents' ] , task_attempt ) else : assert mode . startswith ( 'gather' ) return FileListInput ( input [ 'data' ] [ 'contents...
def OnSecondaryCheckbox ( self , event ) : """Top Checkbox event handler"""
self . attrs [ "top" ] = event . IsChecked ( ) self . attrs [ "right" ] = event . IsChecked ( ) post_command_event ( self , self . DrawChartMsg )
def save ( self ) : """Save profile settings into user profile directory"""
config = self . profiledir + '/config' if not isdir ( self . profiledir ) : makedirs ( self . profiledir ) cp = SafeConfigParser ( ) cp . add_section ( 'ssh' ) cp . set ( 'ssh' , 'private_key' , self . ssh_private_key ) cp . set ( 'ssh' , 'public_key' , self . ssh_public_key ) with open ( config , 'w' ) as cfile : ...
def get_ndv_b ( b ) : """Get NoData value for GDAL band . If NoDataValue is not set in the band , extract upper left and lower right pixel values . Otherwise assume NoDataValue is 0. Parameters b : GDALRasterBand object This is the input band . Returns b _ ndv : float NoData value"""
b_ndv = b . GetNoDataValue ( ) if b_ndv is None : # Check ul pixel for ndv ns = b . XSize nl = b . YSize ul = float ( b . ReadAsArray ( 0 , 0 , 1 , 1 ) ) # ur = float ( b . ReadAsArray ( ns - 1 , 0 , 1 , 1 ) ) lr = float ( b . ReadAsArray ( ns - 1 , nl - 1 , 1 , 1 ) ) # ll = float ( b . ReadAsAr...
def write ( self ) : """Set the output pins of the port to the correct state ."""
mask = 0 for pin in self . pins : if pin . mode == OUTPUT : if pin . value == 1 : pin_nr = pin . pin_number - self . port_number * 8 mask |= 1 << int ( pin_nr ) # print ( " type mask " , type ( mask ) ) # print ( " type self . portnumber " , type ( self . port _ number ) ) # print ( ...
def _get_xmlparser ( xmlclass = XmlObject , validate = False , resolver = None ) : """Initialize an instance of : class : ` lxml . etree . XMLParser ` with appropriate settings for validation . If validation is requested and the specified instance of : class : ` XmlObject ` has an XSD _ SCHEMA defined , that wi...
if validate : if hasattr ( xmlclass , 'XSD_SCHEMA' ) and xmlclass . XSD_SCHEMA is not None : # If the schema has already been loaded , use that . # ( since we accessing the * class * , accessing ' xmlschema ' returns a property , # not the initialized schema object we actually want ) . xmlschema = g...
def log_pipeline ( self , pl ) : """Write a report of the pipeline out to a file"""
from datetime import datetime from ambry . etl . pipeline import CastColumns self . build_fs . makedir ( 'pipeline' , allow_recreate = True ) try : ccp = pl [ CastColumns ] caster_code = ccp . pretty_code except Exception as e : caster_code = str ( e ) templ = u ( """ Pipeline : {} run time : {} pha...
def dendrogram ( df , method = 'average' , filter = None , n = 0 , p = 0 , sort = None , orientation = None , figsize = None , fontsize = 16 , inline = False ) : """Fits a ` scipy ` hierarchical clustering algorithm to the given DataFrame ' s variables and visualizes the results as a ` scipy ` dendrogram . The ...
if not figsize : if len ( df . columns ) <= 50 or orientation == 'top' or orientation == 'bottom' : figsize = ( 25 , 10 ) else : figsize = ( 25 , ( 25 + len ( df . columns ) - 50 ) * 0.5 ) plt . figure ( figsize = figsize ) gs = gridspec . GridSpec ( 1 , 1 ) ax0 = plt . subplot ( gs [ 0 ] ) df =...
def update_states_geo_zone_by_id ( cls , states_geo_zone_id , states_geo_zone , ** kwargs ) : """Update StatesGeoZone Update attributes of StatesGeoZone This method makes a synchronous HTTP request by default . To make an asynchronous HTTP request , please pass async = True > > > thread = api . update _ sta...
kwargs [ '_return_http_data_only' ] = True if kwargs . get ( 'async' ) : return cls . _update_states_geo_zone_by_id_with_http_info ( states_geo_zone_id , states_geo_zone , ** kwargs ) else : ( data ) = cls . _update_states_geo_zone_by_id_with_http_info ( states_geo_zone_id , states_geo_zone , ** kwargs ) re...
def delete ( self , id ) : """Delete a component by id"""
id = self . as_id ( id ) response = self . http . delete ( '%s/%s' % ( self . api_url , id ) , auth = self . auth ) response . raise_for_status ( )
def to_json ( graph : BELGraph ) -> Mapping [ str , Any ] : """Convert this graph to a Node - Link JSON object ."""
graph_json_dict = node_link_data ( graph ) # Convert annotation list definitions ( which are sets ) to canonicalized / sorted lists graph_json_dict [ 'graph' ] [ GRAPH_ANNOTATION_LIST ] = { keyword : list ( sorted ( values ) ) for keyword , values in graph_json_dict [ 'graph' ] . get ( GRAPH_ANNOTATION_LIST , { } ) . i...
def next_k_array ( a ) : """Given an array ` a ` of k distinct nonnegative integers , sorted in ascending order , return the next k - array in the lexicographic ordering of the descending sequences of the elements [ 1 ] _ . ` a ` is modified in place . Parameters a : ndarray ( int , ndim = 1) Array of l...
# Logic taken from Algotirhm T in D . Knuth , The Art of Computer # Programming , Section 7.2.1.3 " Generating All Combinations " . k = len ( a ) if k == 1 or a [ 0 ] + 1 < a [ 1 ] : a [ 0 ] += 1 return a a [ 0 ] = 0 i = 1 x = a [ i ] + 1 while i < k - 1 and x == a [ i + 1 ] : i += 1 a [ i - 1 ] = i - 1...
def text ( self , selector ) : """Return text result that executed by given css selector : param selector : ` str ` css selector : return : ` list ` or ` None `"""
result = self . __bs4 . select ( selector ) return [ r . get_text ( ) for r in result ] if result . __len__ ( ) > 1 else result [ 0 ] . get_text ( ) if result . __len__ ( ) > 0 else None
def get_media_detail_output_interface_interface_type ( self , ** kwargs ) : """Auto Generated Code"""
config = ET . Element ( "config" ) get_media_detail = ET . Element ( "get_media_detail" ) config = get_media_detail output = ET . SubElement ( get_media_detail , "output" ) interface = ET . SubElement ( output , "interface" ) interface_name_key = ET . SubElement ( interface , "interface-name" ) interface_name_key . tex...
def values ( self , * args : str , ** kwargs : str ) -> "ValuesQuery" : """Make QuerySet return dicts instead of objects ."""
fields_for_select = { } # type : Dict [ str , str ] for field in args : if field in fields_for_select : raise FieldError ( "Duplicate key {}" . format ( field ) ) fields_for_select [ field ] = field for return_as , field in kwargs . items ( ) : if return_as in fields_for_select : raise Field...
def show_vcs_output_vcs_nodes_vcs_node_info_node_vcs_mode ( self , ** kwargs ) : """Auto Generated Code"""
config = ET . Element ( "config" ) show_vcs = ET . Element ( "show_vcs" ) config = show_vcs output = ET . SubElement ( show_vcs , "output" ) vcs_nodes = ET . SubElement ( output , "vcs-nodes" ) vcs_node_info = ET . SubElement ( vcs_nodes , "vcs-node-info" ) node_vcs_mode = ET . SubElement ( vcs_node_info , "node-vcs-mo...
def request ( self , path , args = None , post_args = None , files = None , method = None ) : """Fetches the given path in the Graph API . We translate args to a valid query string . If post _ args is given , we send a POST request to the given path with the given arguments ."""
if args is None : args = dict ( ) if post_args is not None : method = "POST" # Add ` access _ token ` to post _ args or args if it has not already been # included . if self . access_token : # If post _ args exists , we assume that args either does not exists # or it does not need ` access _ token ` . if pos...
def vertical_line ( self , x : Union [ int , float ] , y1 : Union [ int , float ] , y2 : Union [ int , float ] , emphasize : bool = False ) -> None : """Adds a line from ( x , y1 ) to ( x , y2 ) ."""
y1 , y2 = sorted ( [ y1 , y2 ] ) self . vertical_lines . append ( _VerticalLine ( x , y1 , y2 , emphasize ) )
def get_unit_hostnames ( self , units ) : """Return a dict of juju unit names to hostnames ."""
host_names = { } for unit in units : host_names [ unit . info [ 'unit_name' ] ] = str ( unit . file_contents ( '/etc/hostname' ) . strip ( ) ) self . log . debug ( 'Unit host names: {}' . format ( host_names ) ) return host_names
def compile_rules ( environment ) : """Compiles all the rules from the environment into a list of rules ."""
e = re . escape rules = [ ( len ( environment . comment_start_string ) , 'comment' , e ( environment . comment_start_string ) ) , ( len ( environment . block_start_string ) , 'block' , e ( environment . block_start_string ) ) , ( len ( environment . variable_start_string ) , 'variable' , e ( environment . variable_star...
def _get_tracker ( self , resource ) : """Return the resource tracker that is tracking ` ` resource ` ` . : param resource : A resource . : return : A resource tracker . : rtype : : class : ` _ ResourceTracker `"""
with self . _lock : for rt in self . _reference_queue : if rt is not None and resource is rt . resource : return rt raise UnknownResourceError ( 'Resource not created by pool' )
def close ( self , signalnum = None , frame = None ) : self . _running = False """Closes all currently open Tail objects"""
self . _log_debug ( "Closing all tail objects" ) self . _active = False for fid in self . _tails : self . _tails [ fid ] . close ( ) for n in range ( 0 , self . _number_of_consumer_processes ) : if self . _proc [ n ] is not None and self . _proc [ n ] . is_alive ( ) : self . _logger . debug ( "Terminate...
def get_corrector_f ( rinput , meta , ins , datamodel ) : """Corrector for intensity flat"""
from emirdrp . processing . flatfield import FlatFieldCorrector flat_info = meta [ 'master_flat' ] with rinput . master_flat . open ( ) as hdul : _logger . info ( 'loading intensity flat' ) _logger . debug ( 'flat info: %s' , flat_info ) mflat = hdul [ 0 ] . data # Check NaN and Ceros mask1 = mflat ...
def write_header ( self , out_strm , delim , f1_num_fields , f2_num_fields , f1_header = None , f2_header = None , missing_val = None ) : """Write the header for a joined file . If headers are provided for one or more of the input files , then a header is generated for the output file . Otherwise , this does no...
mm = f1_header != f2_header one_none = f1_header is None or f2_header is None if mm and one_none and missing_val is None : raise InvalidHeaderError ( "Cannot generate output header when one " + "input file is missing a header and no " + "missing value was provided to replace " + "unknown entries." ) if f1_header is...
def getEyeOutputViewport ( self , eEye ) : """Gets the viewport in the frame buffer to draw the output of the distortion into"""
fn = self . function_table . getEyeOutputViewport pnX = c_uint32 ( ) pnY = c_uint32 ( ) pnWidth = c_uint32 ( ) pnHeight = c_uint32 ( ) fn ( eEye , byref ( pnX ) , byref ( pnY ) , byref ( pnWidth ) , byref ( pnHeight ) ) return pnX . value , pnY . value , pnWidth . value , pnHeight . value
def get_map_values ( self , lons , lats , ibin = None ) : """Return the indices in the flat array corresponding to a set of coordinates Parameters lons : array - like ' Longitudes ' ( RA or GLON ) lats : array - like ' Latitidues ' ( DEC or GLAT ) ibin : int or array - like Extract data only for a giv...
theta = np . pi / 2. - np . radians ( lats ) phi = np . radians ( lons ) pix = hp . ang2pix ( self . hpx . nside , theta , phi , nest = self . hpx . nest ) if self . data . ndim == 2 : return self . data [ : , pix ] if ibin is None else self . data [ ibin , pix ] else : return self . data [ pix ]