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def _AddPropertiesForField ( field , cls ) : """Adds a public property for a protocol message field . Clients can use this property to get and ( in the case of non - repeated scalar fields ) directly set the value of a protocol message field . Args : field : A FieldDescriptor for this field . cls : The ...
# Catch it if we add other types that we should # handle specially here . assert _FieldDescriptor . MAX_CPPTYPE == 10 constant_name = field . name . upper ( ) + "_FIELD_NUMBER" setattr ( cls , constant_name , field . number ) if field . label == _FieldDescriptor . LABEL_REPEATED : _AddPropertiesForRepeatedField ( f...
def execute_message_call ( laser_evm , callee_address , caller_address , origin_address , code , data , gas_limit , gas_price , value , track_gas = False , ) -> Union [ None , List [ GlobalState ] ] : """Execute a message call transaction from all open states . : param laser _ evm : : param callee _ address : ...
# TODO : Resolve circular import between . transaction and . . svm to import LaserEVM here open_states = laser_evm . open_states [ : ] del laser_evm . open_states [ : ] for open_world_state in open_states : next_transaction_id = get_next_transaction_id ( ) transaction = MessageCallTransaction ( world_state = op...
def process_request ( self ) : """Processing the call and set response _ data ."""
self . response = self . request_handler . process_request ( self . method , self . request_data )
def add_item ( self , item , field_name = None ) : """Add the item to the specified section . Intended for use with items of settings . ARMSTRONG _ SECTION _ ITEM _ MODEL . Behavior on other items is undefined ."""
field_name = self . _choose_field_name ( field_name ) related_manager = getattr ( item , field_name ) related_manager . add ( self )
def ftdetect ( filename ) : """Determine if filename is markdown or notebook , based on the file extension ."""
_ , extension = os . path . splitext ( filename ) md_exts = [ '.md' , '.markdown' , '.mkd' , '.mdown' , '.mkdn' , '.Rmd' ] nb_exts = [ '.ipynb' ] if extension in md_exts : return 'markdown' elif extension in nb_exts : return 'notebook' else : return None
def GetByteSize ( self ) : """Retrieves the byte size of the data type definition . Returns : int : data type size in bytes or None if size cannot be determined ."""
if self . _byte_size is None and self . members : self . _byte_size = 0 for member_definition in self . members : byte_size = member_definition . GetByteSize ( ) if byte_size is None : self . _byte_size = None break self . _byte_size = max ( self . _byte_size , by...
def _apex2qd_nonvectorized ( self , alat , alon , height ) : """Convert from apex to quasi - dipole ( not - vectorised ) Parameters alat : ( float ) Apex latitude in degrees alon : ( float ) Apex longitude in degrees height : ( float ) Height in km Returns qlat : ( float ) Quasi - dipole latitud...
alat = helpers . checklat ( alat , name = 'alat' ) # convert modified apex to quasi - dipole : qlon = alon # apex height hA = self . get_apex ( alat ) if hA < height : if np . isclose ( hA , height , rtol = 0 , atol = 1e-5 ) : # allow for values that are close hA = height else : estr = 'height {...
def read_value ( hive , key , vname = None , use_32bit_registry = False ) : r'''Reads a registry value entry or the default value for a key . To read the default value , don ' t pass ` ` vname ` ` Args : hive ( str ) : The name of the hive . Can be one of the following : - HKEY _ LOCAL _ MACHINE or HKLM -...
return __utils__ [ 'reg.read_value' ] ( hive = hive , key = key , vname = vname , use_32bit_registry = use_32bit_registry )
def set_virtualization_realm_type ( self ) : """Sets the virtualization realm type from deployment properties : return : None"""
log = logging . getLogger ( self . cls_logger + '.set_virtualization_realm_type' ) self . virtualization_realm_type = self . get_value ( 'cons3rt.deploymentRun.virtRealm.type' ) log . info ( 'Found virtualization realm type : {t}' . format ( t = self . virtualization_realm_type ) )
def build_wheel ( self , wheel , directory , compile_c = True ) : # type : ( str , str , bool ) - > None """Build an sdist into a wheel file ."""
arguments = [ '--no-deps' , '--wheel-dir' , directory , wheel ] env_vars = self . _osutils . environ ( ) shim = '' if not compile_c : env_vars . update ( pip_no_compile_c_env_vars ) shim = pip_no_compile_c_shim # Ignore rc and stderr from this command since building the wheels # may fail and we will find out wh...
def do_email_reply ( self , comment , entry , site ) : """Send email notification of a new comment to the authors of the previous comments ."""
if not self . email_reply : return exclude_list = ( self . mail_comment_notification_recipients + [ author . email for author in entry . authors . all ( ) ] + [ comment . email ] ) recipient_list = ( set ( [ other_comment . email for other_comment in entry . comments if other_comment . email ] ) - set ( exclude_lis...
def _is_boot_mode_uefi ( self ) : """Checks if the system is in uefi boot mode . : return : ' True ' if the boot mode is uefi else ' False '"""
boot_mode = self . get_current_boot_mode ( ) return ( boot_mode == BOOT_MODE_MAP . get ( sys_cons . BIOS_BOOT_MODE_UEFI ) )
def children_to_list ( node ) : """Organize children structure ."""
if node [ 'type' ] == 'item' and len ( node [ 'children' ] ) == 0 : del node [ 'children' ] else : node [ 'type' ] = 'folder' node [ 'children' ] = list ( node [ 'children' ] . values ( ) ) node [ 'children' ] . sort ( key = lambda x : x [ 'name' ] ) node [ 'children' ] = map ( children_to_list , no...
def toString ( self ) : """Returns almost original string . If you want prettified string , try : meth : ` . prettify ` . Returns : str : Complete representation of the element with childs , endtag and so on ."""
output = "" if self . childs or self . isOpeningTag ( ) : output += self . tagToString ( ) for c in self . childs : output += c . toString ( ) if self . endtag is not None : output += self . endtag . tagToString ( ) elif not self . isEndTag ( ) : output += self . tagToString ( ) return o...
def _get_unique_child ( xtag , eltname ) : """Get the unique child element under xtag with name eltname"""
try : results = xtag . findall ( eltname ) if len ( results ) > 1 : raise Exception ( "Multiple elements found where 0/1 expected" ) elif len ( results ) == 1 : return results [ 0 ] else : return None except Exception : return None
def move_window ( self , destination = "" , session = None ) : """Move the current : class : ` Window ` object ` ` $ tmux move - window ` ` . Parameters destination : str , optional the ` ` target window ` ` or index to move the window to , default : empty string session : str , optional the ` ` target ...
session = session or self . get ( 'session_id' ) proc = self . cmd ( 'move-window' , '-s%s:%s' % ( self . get ( 'session_id' ) , self . index ) , '-t%s:%s' % ( session , destination ) , ) if proc . stderr : raise exc . LibTmuxException ( proc . stderr ) self . server . _update_windows ( )
def _get_block_header ( self , block_hash , num ) : """Get block header by block header hash & number . : param block _ hash : : param num : : return :"""
header_key = header_prefix + num + block_hash block_header_data = self . db . get ( header_key ) header = rlp . decode ( block_header_data , sedes = BlockHeader ) return header
def prepare_plot_data ( data_file ) : """Return a list of Plotly elements representing the network graph"""
G = ig . Graph . Read_GML ( data_file ) layout = G . layout ( 'graphopt' ) labels = list ( G . vs [ 'label' ] ) N = len ( labels ) E = [ e . tuple for e in G . es ] community = G . community_multilevel ( ) . membership communities = len ( set ( community ) ) color_list = community_colors ( communities ) Xn = [ layout [...
def aggregate_detail ( slug_list , with_data_table = False ) : """Template Tag to display multiple metrics . * ` ` slug _ list ` ` - - A list of slugs to display * ` ` with _ data _ table ` ` - - if True , prints the raw data in a table ."""
r = get_r ( ) metrics_data = [ ] granularities = r . _granularities ( ) # XXX converting granularties into their key - name for metrics . keys = [ 'seconds' , 'minutes' , 'hours' , 'day' , 'week' , 'month' , 'year' ] key_mapping = { gran : key for gran , key in zip ( GRANULARITIES , keys ) } keys = [ key_mapping [ gran...
def selection_range ( self ) : """: rtype : int , int , int , int"""
selected = self . selectionModel ( ) . selection ( ) # type : QItemSelection if self . selection_is_empty : return - 1 , - 1 , - 1 , - 1 def range_to_tuple ( rng ) : return rng . row ( ) , rng . column ( ) top_left = min ( range_to_tuple ( rng . topLeft ( ) ) for rng in selected ) bottom_right = max ( range_to_...
def produceResource ( self , request , segments , webViewer ) : """Return a C { ( resource , subsegments ) } tuple or None , depending on whether I wish to return an L { IResource } provider for the given set of segments or not ."""
def thunk ( ) : cr = getattr ( self , 'createResource' , None ) if cr is not None : return cr ( ) else : return self . createResourceWith ( webViewer ) return self . _produceIt ( segments , thunk )
def send_file ( self , filename , status = 200 ) : """Reads in the file ' filename ' and sends bytes to client Parameters filename : str Filename of the file to read status : int , optional The HTTP status code , defaults to 200 ( OK )"""
if isinstance ( filename , Path ) and sys . version_info >= ( 3 , 5 ) : self . message = filename . read_bytes ( ) else : with io . FileIO ( str ( filename ) ) as f : self . message = f . read ( ) self . status_code = status self . send_headers ( ) self . write ( ) self . write_eof ( )
def get_more ( collection_name , num_to_return , cursor_id , ctx = None ) : """Get a * * getMore * * message ."""
if ctx : return _get_more_compressed ( collection_name , num_to_return , cursor_id , ctx ) return _get_more_uncompressed ( collection_name , num_to_return , cursor_id )
def effective_info ( network ) : """Return the effective information of the given network . . . note : : For details , see : Hoel , Erik P . , Larissa Albantakis , and Giulio Tononi . “ Quantifying causal emergence shows that macro can beat micro . ” Proceedings of the National Academy of Sciences 110.4...
validate . is_network ( network ) sbs_tpm = convert . state_by_node2state_by_state ( network . tpm ) avg_repertoire = np . mean ( sbs_tpm , 0 ) return np . mean ( [ entropy ( repertoire , avg_repertoire , 2.0 ) for repertoire in sbs_tpm ] )
def wait ( self , timeout = None ) : """Wait for this operation to finish . You can specify an optional timeout that defaults to no timeout if None is passed . The result of the operation is returned from this method . If the operation raised an exception , it is reraised from this method . Args : timeo...
flag = self . _finished . wait ( timeout = timeout ) if flag is False : raise TimeoutExpiredError ( "Timeout waiting for response to event loop operation" ) if self . _exception is not None : self . _raise_exception ( ) return self . _result
def addTransceiver ( self , trackOrKind , direction = 'sendrecv' ) : """Add a new : class : ` RTCRtpTransceiver ` ."""
self . __assertNotClosed ( ) # determine track or kind if hasattr ( trackOrKind , 'kind' ) : kind = trackOrKind . kind track = trackOrKind else : kind = trackOrKind track = None if kind not in [ 'audio' , 'video' ] : raise InternalError ( 'Invalid track kind "%s"' % kind ) # check direction if direc...
def split_words ( sentence , modify = True , keep_shorts = False ) : """Extract and yield the keywords from the sentence : - Drop keywords that are too short ( keep _ shorts = False ) - Drop the accents ( modify = True ) - Make everything lower case ( modify = True ) - Try to separate the words as much as p...
if ( sentence == "*" ) : yield sentence return # TODO : i18n if modify : sentence = sentence . lower ( ) sentence = strip_accents ( sentence ) words = FORCED_SPLIT_KEYWORDS_REGEX . split ( sentence ) if keep_shorts : word_iter = words else : word_iter = __cleanup_word_array ( words ) for word in...
def generate_ha_relation_data ( service , extra_settings = None ) : """Generate relation data for ha relation Based on configuration options and unit interfaces , generate a json encoded dict of relation data items for the hacluster relation , providing configuration for DNS HA or VIP ' s + haproxy clone sets...
_haproxy_res = 'res_{}_haproxy' . format ( service ) _relation_data = { 'resources' : { _haproxy_res : 'lsb:haproxy' , } , 'resource_params' : { _haproxy_res : 'op monitor interval="5s"' } , 'init_services' : { _haproxy_res : 'haproxy' } , 'clones' : { 'cl_{}_haproxy' . format ( service ) : _haproxy_res } , } if extra_...
def prepare_metadata ( metadata , source_metadata = None , append = False , append_list = False ) : """Prepare a metadata dict for an : class : ` S3PreparedRequest < S3PreparedRequest > ` or : class : ` MetadataPreparedRequest < MetadataPreparedRequest > ` object . : type metadata : dict : param metadata : ...
# Make a deepcopy of source _ metadata if it exists . A deepcopy is # necessary to avoid modifying the original dict . source_metadata = { } if not source_metadata else copy . deepcopy ( source_metadata ) prepared_metadata = { } # Functions for dealing with metadata keys containing indexes . def get_index ( key ) : ...
def _LoadArtifactsFromFiles ( self , file_paths , overwrite_if_exists = True ) : """Load artifacts from file paths as json or yaml ."""
loaded_files = [ ] loaded_artifacts = [ ] for file_path in file_paths : try : with io . open ( file_path , mode = "r" , encoding = "utf-8" ) as fh : logging . debug ( "Loading artifacts from %s" , file_path ) for artifact_val in self . ArtifactsFromYaml ( fh . read ( ) ) : ...
def expand_defaults ( default , client = False , getenv = True , getshell = True ) : """Compile env , client _ env , shell and client _ shell commands Execution rules : - env ( ) and shell ( ) execute where the cat is loaded , if getenv and getshell are True , respectively - client _ env ( ) and client _ sh...
r = re . match ( r'env\((.*)\)' , default ) if r and not client and getenv : default = os . environ . get ( r . groups ( ) [ 0 ] , '' ) r = re . match ( r'client_env\((.*)\)' , default ) if r and client and getenv : default = os . environ . get ( r . groups ( ) [ 0 ] , '' ) r = re . match ( r'shell\((.*)\)' , d...
def linkify_es_by_h ( self , hosts ) : """Add each escalation object into host . escalation attribute : param hosts : host list , used to look for a specific host : type hosts : alignak . objects . host . Hosts : return : None"""
for escal in self : # If no host , no hope of having a service if ( not hasattr ( escal , 'host_name' ) or escal . host_name . strip ( ) == '' or ( hasattr ( escal , 'service_description' ) and escal . service_description . strip ( ) != '' ) ) : continue # I must be NOT a escalation on for service f...
def remove_rule ( self , name ) : """Remove a rule from attributes . Arguments : name ( string ) : Rule name to remove ."""
self . _rule_attrs . remove ( name ) delattr ( self , name )
def _abs8 ( ins ) : """Absolute value of top of the stack ( 8 bits in AF )"""
output = _8bit_oper ( ins . quad [ 2 ] ) output . append ( 'call __ABS8' ) output . append ( 'push af' ) REQUIRES . add ( 'abs8.asm' ) return output
def shrink_patch ( patch_path , target_file ) : """Shrinks a patch on patch _ path to contain only changes for target _ file . : param patch _ path : path to the shrinked patch file : param target _ file : filename of a file of which changes should be kept : return : True if the is a section containing change...
logging . debug ( "Shrinking patch file %s to keep only %s changes." , patch_path , target_file ) shrinked_lines = [ ] patch_file = None try : patch_file = open ( patch_path ) adding = False search_line = "diff --git a/%s b/%s" % ( target_file , target_file ) for line in patch_file . read ( ) . split ( ...
def notify_slack_channel ( self ) : """Post message to a defined Slack channel ."""
message = get_template ( template_file = 'slack/pipeline-prepare-ran.j2' , info = self . info ) if self . settings [ 'pipeline' ] [ 'notifications' ] [ 'slack' ] : post_slack_message ( message = message , channel = self . settings [ 'pipeline' ] [ 'notifications' ] [ 'slack' ] , username = 'pipeline-bot' , icon_emo...
def to_export ( export ) : """Serializes export to id string : param export : object to serialize : return : string id"""
from sevenbridges . models . storage_export import Export if not export : raise SbgError ( 'Export is required!' ) elif isinstance ( export , Export ) : return export . id elif isinstance ( export , six . string_types ) : return export else : raise SbgError ( 'Invalid export parameter!' )
def urlunparse ( parts ) : """Unparse and encode parts of a URI ."""
scheme , netloc , path , params , query , fragment = parts # Avoid encoding the windows drive letter colon if RE_DRIVE_LETTER_PATH . match ( path ) : quoted_path = path [ : 3 ] + parse . quote ( path [ 3 : ] ) else : quoted_path = parse . quote ( path ) return parse . urlunparse ( ( parse . quote ( scheme ) , p...
def select_by_value ( self , value ) : """Select all options that have a value matching the argument . That is , when given " foo " this would select an option like : < option value = " foo " > Bar < / option > : Args : - value - The value to match against throws NoSuchElementException If there is no opti...
css = "option[value =%s]" % self . _escapeString ( value ) opts = self . _el . find_elements ( By . CSS_SELECTOR , css ) matched = False for opt in opts : self . _setSelected ( opt ) if not self . is_multiple : return matched = True if not matched : raise NoSuchElementException ( "Cannot locate ...
def list_greps ( self , repo , packages ) : """Grep packages"""
pkg_list , pkg_size = [ ] , [ ] for line in packages . splitlines ( ) : if repo == "sbo" : if line . startswith ( "SLACKBUILD NAME: " ) : pkg_list . append ( line [ 17 : ] . strip ( ) ) pkg_size . append ( "0 K" ) else : if line . startswith ( "PACKAGE NAME: " ) : ...
def rename_columns ( columns , name_lists ) : '''Renames numerical indices in column names returned by patsy dmatrix / dmatrices calls based on the corresponding string levels . Args : columns ( list ) : List of cols from dmatrix ' s . design _ info . column _ names name _ lists ( list ) : List of lists , w...
def _replace ( c , args ) : grps = re . findall ( '([^\]]*)(\[(\d+)\])' , c ) for i , ( prefix , box , ind ) in enumerate ( grps ) : c = c . replace ( prefix + box , prefix + '[%s]' % args [ i ] [ int ( ind ) ] ) return c return [ _replace ( c , name_lists ) for c in columns ]
def generate_numa ( self , vcpu_num ) : """Generate guest CPU < numa > XML child Configures 1 , 2 or 4 vCPUs per cell . Args : vcpu _ num ( str ) : number of virtual CPUs Returns : lxml . etree . Element : numa XML element"""
if int ( vcpu_num ) == 2 : # 2 vCPUs is a special case . # We wish to have 2 cells , # with 1 vCPU in each . # This is also the common case . total_cells = 2 cpus_per_cell = 1 elif int ( vcpu_num ) == 4 : # 4 vCPU is a special case . # We wish to have 2 cells , # with 2 vCPUs in each . total_cells = 2 c...
def _find_child ( self , tag ) : """Find the child C { etree . Element } with the matching C { tag } . @ raises L { WSDLParseError } : If more than one such elements are found ."""
tag = self . _get_namespace_tag ( tag ) children = self . _root . findall ( tag ) if len ( children ) > 1 : raise WSDLParseError ( "Duplicate tag '%s'" % tag ) if len ( children ) == 0 : return None return children [ 0 ]
def readImages ( self , path , recursive = False , numPartitions = - 1 , dropImageFailures = False , sampleRatio = 1.0 , seed = 0 ) : """Reads the directory of images from the local or remote source . . . note : : If multiple jobs are run in parallel with different sampleRatio or recursive flag , there may be a...
warnings . warn ( "`ImageSchema.readImage` is deprecated. " + "Use `spark.read.format(\"image\").load(path)` instead." , DeprecationWarning ) spark = SparkSession . builder . getOrCreate ( ) image_schema = spark . _jvm . org . apache . spark . ml . image . ImageSchema jsession = spark . _jsparkSession jresult = image_s...
def is_valid_poes ( self ) : """When computing hazard maps and / or uniform hazard spectra , the poes list must be non - empty ."""
if self . hazard_maps or self . uniform_hazard_spectra : return bool ( self . poes ) else : return True
def dfs_grid_recursive ( grid , i , j , mark = 'X' , free = '.' ) : """DFS on a grid , mark connected component , iterative version : param grid : matrix , 4 - neighborhood : param i , j : cell in this matrix , start of DFS exploration : param free : symbol for walkable cells : param mark : symbol to overwr...
height = len ( grid ) width = len ( grid [ 0 ] ) grid [ i ] [ j ] = mark # mark path for ni , nj in [ ( i + 1 , j ) , ( i , j + 1 ) , ( i - 1 , j ) , ( i , j - 1 ) ] : if 0 <= ni < height and 0 <= nj < width : if grid [ ni ] [ nj ] == free : dfs_grid ( grid , ni , nj )
def restart ( self ) : """Restarts the whole wizard from the beginning ."""
# hide all of the pages for page in self . _pages . values ( ) : page . hide ( ) pageId = self . startId ( ) try : first_page = self . _pages [ pageId ] except KeyError : return self . _currentId = pageId self . _navigation = [ pageId ] page_size = self . pageSize ( ) x = ( self . width ( ) - page_size . wi...
def __replace_image_links ( self ) : """Replace links of placeholder images ( the name of which starts with " py3o . " ) to point to a file saved the " Pictures " directory of the archive ."""
image_expr = "//draw:frame[starts-with(@draw:name, 'py3o.')]" for content_tree in self . content_trees : # Find draw : frame tags . for draw_frame in content_tree . xpath ( image_expr , namespaces = self . namespaces ) : # Find the identifier of the image ( py3o . [ identifier ] ) . image_id = draw_frame . ...
def per_distro_data ( self ) : """Return download data by distro name and version . : return : dict of cache data ; keys are datetime objects , values are dict of distro name / version ( str ) to count ( int ) . : rtype : dict"""
ret = { } for cache_date in self . cache_dates : data = self . _cache_get ( cache_date ) ret [ cache_date ] = { } for distro_name , distro_data in data [ 'by_distro' ] . items ( ) : if distro_name . lower ( ) == 'red hat enterprise linux server' : distro_name = 'RHEL' for distro_...
def push_from ( iterable ) : """Creates a | push | object from an iterable . The resulting function is not a coroutine , but can be chained to another | push | . : param iterable : an iterable object . : type iterable : : py : class : ` ~ collections . abc . Iterable ` : rtype : | push |"""
def p ( sink ) : sink = sink ( ) for x in iterable : sink . send ( x ) return push ( p , dont_wrap = True )
def get_objective_banks_by_ids ( self , objective_bank_ids = None ) : """Gets a ObjectiveBankList corresponding to the given IdList . In plenary mode , the returned list contains all of the objective banks specified in the Id list , in the order of the list , including duplicates , or an error results if an I...
if objective_bank_ids is None : raise NullArgument ( ) banks = [ ] # The following runs really slow . Perhaps get all banks and then inspect result for ids for i in objective_bank_ids : bank = None url_path = construct_url ( 'objective_banks' , bank_id = i ) try : bank = self . _get_request ( ur...
def get_local_variable_or_declare_one ( self , raw_name , type = None ) : '''This function will first check if raw _ name has been used to create some variables . If yes , the latest one named in self . variable _ name _ mapping [ raw _ name ] will be returned . Otherwise , a new variable will be created and th...
onnx_name = self . get_onnx_variable_name ( raw_name ) if onnx_name in self . variables : return self . variables [ onnx_name ] else : variable = Variable ( raw_name , onnx_name , self . name , type ) self . variables [ onnx_name ] = variable if raw_name in self . variable_name_mapping : self . ...
def require_clean_submodules ( repo_root , submodules ) : """Check on git submodules before distutils can do anything Since distutils cannot be trusted to update the tree after everything has been set in motion , this is not a distutils command ."""
# PACKAGERS : Add a return here to skip checks for git submodules # don ' t do anything if nothing is actually supposed to happen for do_nothing in ( '-h' , '--help' , '--help-commands' , 'clean' , 'submodule' ) : if do_nothing in sys . argv : return status = _check_submodule_status ( repo_root , submodules...
def add_sample ( self , name , labels , value , timestamp = None , exemplar = None ) : """Add a sample to the metric . Internal - only , do not use ."""
self . samples . append ( Sample ( name , labels , value , timestamp , exemplar ) )
def preloop ( self ) : """adds the banner to the preloop"""
lines = textwrap . dedent ( self . banner ) . split ( "\n" ) for line in lines : Console . _print ( "BLUE" , "" , line )
def shell ( cmd ) : "Simple wrapper for calling docker , returning None on error and the output on success"
try : return subprocess . check_output ( [ 'docker' ] + cmd , stderr = subprocess . STDOUT ) . decode ( 'utf8' ) . strip ( ) except subprocess . CalledProcessError : return None
def eval_grad ( self ) : """Compute gradient in Fourier domain ."""
# Compute D X - S self . Ryf [ : ] = self . eval_Rf ( self . Yf ) # Map to spatial domain to multiply by mask Ry = sl . irfftn ( self . Ryf , self . cri . Nv , self . cri . axisN ) # Multiply by mask self . WRy [ : ] = ( self . W ** 2 ) * Ry # Map back to frequency domain WRyf = sl . rfftn ( self . WRy , self . cri . N...
def rm ( venv_name ) : """Removes the venv by name"""
inenv = InenvManager ( ) venv = inenv . get_venv ( venv_name ) click . confirm ( "Delete dir {}" . format ( venv . path ) ) shutil . rmtree ( venv . path )
def extract_statements ( self ) : """Extract the statements from the json ."""
for p_info in self . _json : para = RlimspParagraph ( p_info , self . doc_id_type ) self . statements . extend ( para . get_statements ( ) ) return
def _candidate_tempdir_list ( ) : """Generate a list of candidate temporary directories which _ get _ default _ tempdir will try ."""
dirlist = [ ] # First , try the environment . for envname in 'TMPDIR' , 'TEMP' , 'TMP' : dirname = _os . getenv ( envname ) if dirname : dirlist . append ( dirname ) # Failing that , try OS - specific locations . if _os . name == 'nt' : dirlist . extend ( [ r'c:\temp' , r'c:\tmp' , r'\temp' , r'\tmp...
def http_basic_auth_group_member_required ( groups ) : """Decorator . Use it to specify a RPC method is available only to logged users with given permissions"""
if isinstance ( groups , six . string_types ) : # Check user is in a group return auth . set_authentication_predicate ( http_basic_auth_check_user , [ auth . user_in_group , groups ] ) else : # Check user is in many group return auth . set_authentication_predicate ( http_basic_auth_check_user , [ auth . user_in...
def clean_twitter_list ( twitter_list , sent_tokenize , _treebank_word_tokenize , tagger , lemmatizer , lemmatize , stopset , first_cap_re , all_cap_re , digits_punctuation_whitespace_re , pos_set ) : """Extracts the * set * of keywords found in a Twitter list ( name + description ) . Inputs : - twitter _ list : ...
name_lemmas , name_lemma_to_keywordbag = clean_document ( twitter_list [ "name" ] . replace ( "_" , " " ) . replace ( "-" , " " ) , sent_tokenize , _treebank_word_tokenize , tagger , lemmatizer , lemmatize , stopset , first_cap_re , all_cap_re , digits_punctuation_whitespace_re , pos_set ) description_lemmas , descript...
def _to_dict ( self ) : """Return a json dictionary representing this model ."""
_dict = { } if hasattr ( self , 'url' ) and self . url is not None : _dict [ 'url' ] = self . url if hasattr ( self , 'limit_to_starting_hosts' ) and self . limit_to_starting_hosts is not None : _dict [ 'limit_to_starting_hosts' ] = self . limit_to_starting_hosts if hasattr ( self , 'crawl_speed' ) and self . c...
def set_entry ( self , jid , * , name = _Sentinel , add_to_groups = frozenset ( ) , remove_from_groups = frozenset ( ) , timeout = None ) : """Set properties of a roster entry or add a new roster entry . The roster entry is identified by its bare ` jid ` . If an entry already exists , all values default to thos...
existing = self . items . get ( jid , Item ( jid ) ) post_groups = ( existing . groups | add_to_groups ) - remove_from_groups post_name = existing . name if name is not _Sentinel : post_name = name item = roster_xso . Item ( jid = jid , name = post_name , groups = [ roster_xso . Group ( name = group_name ) for grou...
def best_model ( self ) : """Rebuilds the top scoring model from an optimisation . Returns model : AMPAL Returns an AMPAL model of the top scoring parameters . Raises AttributeError Raises a name error if the optimiser has not been run ."""
if not hasattr ( self , 'halloffame' ) : raise AttributeError ( 'No best model found, have you ran the optimiser?' ) model = self . build_fn ( ( self . specification , self . sequences , self . parse_individual ( self . halloffame [ 0 ] ) ) ) return model
def verification_list ( self , limit = 10 ) : """Get list of verifications . Uses GET to / verifications interface . : Returns : ( list ) Verification list as specified ` here < https : / / cloud . knuverse . com / docs / api / # api - Verifications - Get _ verification _ list > ` _ ."""
# TODO add arguments for paging and stuff params = { } params [ "limit" ] = limit response = self . _get ( url . verifications , params = params ) self . _check_response ( response , 200 ) return self . _create_response ( response ) . get ( "verifications" )
def on_lxml_loads ( self , lxml , config , content , ** kwargs ) : """The ` lxml < https : / / pypi . org / project / lxml / > ` _ loads method . : param module lxml : The ` ` lxml ` ` module : param class config : The loading config class : param str content : The content to deserialize : param str encodin...
# NOTE : lazy import of XMLParser because class requires lxml to exist on import from . . contrib . xml_parser import XMLParser return XMLParser . from_xml ( content , encoding = kwargs . pop ( "encoding" , "utf-8" ) ) . to_dict ( )
def EAS2TAS ( ARSP , GPS , BARO , ground_temp = 25 ) : '''EAS2TAS from ARSP . Temp'''
tempK = ground_temp + 273.15 - 0.0065 * GPS . Alt return sqrt ( 1.225 / ( BARO . Press / ( 287.26 * tempK ) ) )
def update_teams_listwidgets ( self ) : """Clears all items from the listwidgets and then adds everything from the self . agents list again to the right team : return :"""
self . bot_names_to_agent_dict . clear ( ) self . blue_listwidget . clear ( ) self . orange_listwidget . clear ( ) for agent in self . agents : name = self . validate_name ( agent . ingame_name , agent ) if not agent . get_team ( ) : self . blue_listwidget . addItem ( name ) else : self . or...
def stage_tc_create_attribute ( self , attribute_type , attribute_value , resource ) : """Add an attribute to a resource . Args : attribute _ type ( str ) : The attribute type ( e . g . , Description ) . attribute _ value ( str ) : The attribute value . resource ( obj ) : An instance of tcex resource class ...
attribute_data = { 'type' : str ( attribute_type ) , 'value' : str ( attribute_value ) } # handle default description and source if attribute_type in [ 'Description' , 'Source' ] : attribute_data [ 'displayed' ] = True attrib_resource = resource . attributes ( ) attrib_resource . body = json . dumps ( attribute_dat...
def get_magicc_region_to_openscm_region_mapping ( inverse = False ) : """Get the mappings from MAGICC to OpenSCM regions . This is not a pure inverse of the other way around . For example , we never provide " GLOBAL " as a MAGICC return value because it ' s unnecesarily confusing when we also have " World " ....
def get_openscm_replacement ( in_region ) : world = "World" if in_region in ( "WORLD" , "GLOBAL" ) : return world if in_region in ( "BUNKERS" ) : return DATA_HIERARCHY_SEPARATOR . join ( [ world , "Bunkers" ] ) elif in_region . startswith ( ( "NH" , "SH" ) ) : in_region = in_regi...
def get_network_by_id ( self , network_id : int ) -> Network : """Get a network from the database by its identifier ."""
return self . session . query ( Network ) . get ( network_id )
def as_html ( self , labels = None , predict_proba = True , show_predicted_value = True , ** kwargs ) : """Returns the explanation as an html page . Args : labels : desired labels to show explanations for ( as barcharts ) . If you ask for a label for which an explanation wasn ' t computed , will throw an ex...
def jsonize ( x ) : return json . dumps ( x , ensure_ascii = False ) if labels is None and self . mode == "classification" : labels = self . available_labels ( ) this_dir , _ = os . path . split ( __file__ ) bundle = open ( os . path . join ( this_dir , 'bundle.js' ) , encoding = "utf8" ) . read ( ) out = u'''<...
def call_rename ( * args , ** kwargs ) : '''Rename a device . Options : * * * id * * : Specifies a device ID . Only one device at a time . * * * title * * : Title of the device . CLI Example : . . code - block : : bash salt ' * ' hue . rename id = 1 title = ' WC for cats ' '''
dev_id = _get_devices ( kwargs ) if len ( dev_id ) > 1 : raise CommandExecutionError ( "Only one device can be renamed at a time" ) if 'title' not in kwargs : raise CommandExecutionError ( "Title is missing" ) return _set ( dev_id [ 0 ] , { "name" : kwargs [ 'title' ] } , method = "" )
def format_time ( date_obj , time_obj = None , datebox = False , dt_type = None , classes = None ) : """Returns formatted HTML5 elements based on given datetime object . By default returns a time element , but will return a . datebox if requested . dt _ type allows passing dt _ start or dt _ end for hcal format...
if not time_obj : time_obj = getattr ( date_obj , 'time' , None ) if dt_type : classes = '{0} {1}' . format ( classes , dt_type ) if datebox : classes = '{0} {1}' . format ( classes , datebox ) return { 'date_obj' : date_obj , 'time_obj' : time_obj , 'datebox' : datebox , 'current_year' : datetime . date . ...
def build ( self , id , ** kwargs ) : """Builds the Configurations for the Specified Set This method makes a synchronous HTTP request by default . To make an asynchronous HTTP request , please define a ` callback ` function to be invoked when receiving the response . > > > def callback _ function ( response...
kwargs [ '_return_http_data_only' ] = True if kwargs . get ( 'callback' ) : return self . build_with_http_info ( id , ** kwargs ) else : ( data ) = self . build_with_http_info ( id , ** kwargs ) return data
def layers_to_solr ( self , layers ) : """Sync n layers in Solr ."""
layers_dict_list = [ ] layers_success_ids = [ ] layers_errors_ids = [ ] for layer in layers : layer_dict , message = layer2dict ( layer ) if not layer_dict : layers_errors_ids . append ( [ layer . id , message ] ) LOGGER . error ( message ) else : layers_dict_list . append ( layer_di...
def _checkObjectToInfer ( self , sensationList ) : """Checks that objects have the correct format before being sent to the experiment ."""
for sensations in sensationList : if set ( sensations . keys ( ) ) != set ( range ( self . numColumns ) ) : raise ValueError ( "Invalid number of cortical column sensations sent to experiment" ) for pair in sensations . values ( ) : if not isinstance ( pair , tuple ) or len ( pair ) != 2 or not ...
def logpdf_sum ( self , f , y , Y_metadata = None ) : """Convenience function that can overridden for functions where this could be computed more efficiently"""
return np . sum ( self . logpdf ( f , y , Y_metadata = Y_metadata ) )
def new_tag ( self , name : str , category : str = None ) -> models . Tag : """Create a new tag ."""
new_tag = self . Tag ( name = name , category = category ) return new_tag
def rn ( op , rc = None , r = None ) : # pylint : disable = redefined - outer - name , invalid - name """This function is a wrapper for : meth : ` ~ pywbem . WBEMConnection . ReferenceNames ` . Instance - level use : Retrieve the instance paths of the association instances referencing a source instance . Cl...
return CONN . ReferenceNames ( op , ResultClass = rc , Role = r )
def connect_inputs ( self , datas ) : """Connects input ` ` Pipers ` ` to " datas " input data in the correct order determined , by the ` ` Piper . ornament ` ` attribute and the ` ` Dagger . _ cmp ` ` function . It is assumed that the input data is in the form of an iterator and that all inputs have the sa...
start_pipers = self . get_inputs ( ) self . log . debug ( '%s trying to connect inputs in the order %s' % ( repr ( self ) , repr ( start_pipers ) ) ) for piper , data in izip ( start_pipers , datas ) : piper . connect ( [ data ] ) self . log . debug ( '%s succesfuly connected inputs' % repr ( self ) )
def export ( self , nidm_version , export_dir ) : """Create prov entities and activities ."""
# Create " Excursion set " entity self . add_attributes ( ( ( PROV [ 'type' ] , self . type ) , ( NIDM_IN_COORDINATE_SPACE , self . coord_space . id ) , ( PROV [ 'label' ] , self . label ) , ) ) if self . visu is not None : self . add_attributes ( ( ( DC [ 'description' ] , self . visu . id ) , ) ) if self . clust_...
def remove_nan_observations ( x , y , z ) : r"""Remove all x , y , and z where z is nan . Will not destroy original values . Parameters x : array _ like x coordinate y : array _ like y coordinate z : array _ like observation value Returns x , y , z List of coordinate observation pairs without ...
x_ = x [ ~ np . isnan ( z ) ] y_ = y [ ~ np . isnan ( z ) ] z_ = z [ ~ np . isnan ( z ) ] return x_ , y_ , z_
def tokentype ( self , s ) : """Parses string and returns a ( Tokenizer . TYPE , value ) tuple ."""
a = s [ 0 ] if len ( s ) > 0 else "" b = s [ 1 ] if len ( s ) > 1 else "" if a . isdigit ( ) or ( a in [ "+" , "-" ] and b . isdigit ( ) ) : return self . parse_number ( s ) elif a == '"' : return self . parse_string ( s ) elif a == ':' : return self . parse_colon ( s ) elif a == ';' : return self . par...
def prependsitedir ( projdir , * args ) : """like sys . addsitedir ( ) but gives the added directory preference over system directories . The paths will be normalized for dots and slash direction before being added to the path . projdir : the path you want to add to sys . path . If its a a file , the parent...
# let the user be lazy and send a file , we will convert to parent directory # of file if path . isfile ( projdir ) : projdir = path . dirname ( projdir ) projdir = path . abspath ( projdir ) # any args are considered paths that need to be joined to the # projdir to get to the correct directory . libpaths = [ ] for...
def timedelta_total_minutes ( td , strict = False ) : """Convert / round a : cls : ` timedelta ` to an integral number of minutes . If ` ` strict ` ` is true than raises : exc : ` ValueError ` if the : cls : ` ~ datetime . timedelta ` is not a integral multiple of 60 seconds ."""
minutes , seconds = divmod ( td . days * 24 * 3600 + td . seconds , 60 ) if seconds or td . microseconds : if strict : raise ValueError ( "%r is not an integral multiple of 60 seconds" , td ) if seconds > 30 or ( seconds == 30 and td . microseconds > 0 ) : minutes += 1 return minutes
def missingDataValue ( self ) : """Returns the value to indicate missing data ."""
value = getMissingDataValue ( self . _array ) fieldNames = self . _array . dtype . names # If the missing value attibute is a list with the same length as the number of fields , # return the missing value for field that equals the self . nodeName . if hasattr ( value , '__len__' ) and len ( value ) == len ( fieldNames ...
def connect_euca ( host = None , aws_access_key_id = None , aws_secret_access_key = None , port = 8773 , path = '/services/Eucalyptus' , is_secure = False , ** kwargs ) : """Connect to a Eucalyptus service . : type host : string : param host : the host name or ip address of the Eucalyptus server : type aws _ ...
from boto . ec2 import EC2Connection from boto . ec2 . regioninfo import RegionInfo # Check for values in boto config , if not supplied as args if not aws_access_key_id : aws_access_key_id = config . get ( 'Credentials' , 'euca_access_key_id' , None ) if not aws_secret_access_key : aws_secret_access_key = confi...
def create ( self , field_type , unique_name ) : """Create a new FieldInstance : param unicode field _ type : The Field Type of this field : param unicode unique _ name : An application - defined string that uniquely identifies the new resource : returns : Newly created FieldInstance : rtype : twilio . rest...
data = values . of ( { 'FieldType' : field_type , 'UniqueName' : unique_name , } ) payload = self . _version . create ( 'POST' , self . _uri , data = data , ) return FieldInstance ( self . _version , payload , assistant_sid = self . _solution [ 'assistant_sid' ] , task_sid = self . _solution [ 'task_sid' ] , )
def build_current_graph ( ) : """Read current state of SQL items from the current project state . Returns : ( SQLStateGraph ) Current project state graph ."""
graph = SQLStateGraph ( ) for app_name , config in apps . app_configs . items ( ) : try : module = import_module ( '.' . join ( ( config . module . __name__ , SQL_CONFIG_MODULE ) ) ) sql_items = module . sql_items except ( ImportError , AttributeError ) : continue for sql_item in sql...
def create ( model_config , model , source , storage , start_letter , length , temperature ) : """Vel factory function"""
return GenerateTextCommand ( model_config , model , source , storage , start_letter , length , temperature )
def feature_extraction ( self , algorithms ) : """Get a list of features . Every algorithm has to return the features as a list ."""
assert type ( algorithms ) is list features = [ ] for algorithm in algorithms : new_features = algorithm ( self ) assert len ( new_features ) == algorithm . get_dimension ( ) , "Expected %i features from algorithm %s, got %i features" % ( algorithm . get_dimension ( ) , str ( algorithm ) , len ( new_features ) ...
def convert ( self , names , src = None , to = 'ISO3' , enforce_list = False , not_found = 'not found' , exclude_prefix = [ 'excl\\w.*' , 'without' , 'w/o' ] ) : """Convert names from a list to another list . Note A lot of the functionality can also be done directly in Pandas DataFrames . For example : co...
# The list to tuple conversion is necessary for Matlab interface names = list ( names ) if ( isinstance ( names , tuple ) or isinstance ( names , set ) ) else names names = names if isinstance ( names , list ) else [ names ] names = [ str ( n ) for n in names ] outlist = names . copy ( ) to = [ self . _validate_input_p...
def setup_app ( command , conf , vars ) : """Place any commands to setup tg2raptorized here"""
load_environment ( conf . global_conf , conf . local_conf ) setup_schema ( command , conf , vars ) bootstrap . bootstrap ( command , conf , vars )
def help ( self , * arg , ** kwargs ) : """Help helps you figure out what commands do . Example usage : ! help code To see all commands : ! commands"""
name = arg [ 0 ] try : callback = self . _commands [ name ] except KeyError : self . _logger . info ( ' !help not found for: %s' , name ) return self . do_help . __doc__ return callback . __doc__
def is_invalid_params_py3 ( func , * args , ** kwargs ) : """Use inspect . signature instead of inspect . getargspec or inspect . getfullargspec ( based on inspect . signature itself ) as it provides more information about function parameters . . . versionadded : 1.11.2"""
signature = inspect . signature ( func ) parameters = signature . parameters unexpected = set ( kwargs . keys ( ) ) - set ( parameters . keys ( ) ) if len ( unexpected ) > 0 : return True params = [ parameter for name , parameter in parameters . items ( ) if name not in kwargs ] params_required = [ param for param ...
def focusInEvent ( self , event ) : """Processes when this widget recieves focus . : param event | < QFocusEvent >"""
if not self . signalsBlocked ( ) : self . focusChanged . emit ( True ) self . focusEntered . emit ( ) return super ( XTextEdit , self ) . focusInEvent ( event )
def delete ( gandi , resource , force ) : """Delete a hosted certificate . Resource can be a FQDN or an ID"""
infos = gandi . hostedcert . infos ( resource ) if not infos : return if not force : proceed = click . confirm ( 'Are you sure to delete the following hosted ' 'certificates ?\n' + '\n' . join ( [ '%s: %s' % ( res [ 'id' ] , res [ 'subject' ] ) for res in infos ] ) + '\n' ) if not proceed : return f...
def update ( input , refdir = "jref$" , local = None , interactive = False , wcsupdate = True ) : """Updates headers of files given as input to point to the new reference files NPOLFILE and D2IMFILE required with the new C version of MultiDrizzle . Parameters input : string or list Name of input file or fil...
print ( 'UPDATENPOL Version' , __version__ + '(' + __version_date__ + ')' ) # expand ( as needed ) the list of input files files , fcol = parseinput . parseinput ( input ) if not interactive : # expand reference directory name ( if necessary ) to # interpret IRAF or environment variable names rdir = fu . osfn ( ref...