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def popall ( self , key , default = _marker ) : """Remove all occurrences of key and return the list of corresponding values . If key is not found , default is returned if given , otherwise KeyError is raised ."""
found = False identity = self . _title ( key ) ret = [ ] for i in range ( len ( self . _impl . _items ) - 1 , - 1 , - 1 ) : item = self . _impl . _items [ i ] if item [ 0 ] == identity : ret . append ( item [ 2 ] ) del self . _impl . _items [ i ] self . _impl . incr_version ( ) f...
def get_views ( self , mo_refs , properties = None ) : """Get a list of local view ' s for multiple managed objects . : param mo _ refs : The list of ManagedObjectReference ' s that views are to be created for . : type mo _ refs : ManagedObjectReference : param properties : The properties to retrieve in the v...
property_specs = [ ] for mo_ref in mo_refs : property_spec = self . create ( 'PropertySpec' ) property_spec . type = str ( mo_ref . _type ) if properties is None : properties = [ ] else : # Only retrieve the requested properties if properties == "all" : property_spec . all = ...
def cancel ( self , caller ) : """Recursively cancel all threaded background processes of this Callable . This is called automatically for actions if program deactivates ."""
for o in { i for i in self . children if isinstance ( i , AbstractCallable ) } : o . cancel ( caller )
def get_code ( self ) : """Get the stub code for this class . : sig : ( ) - > List [ str ] : return : Lines of stub code for this class ."""
stub = [ ] bases = ( "(" + ", " . join ( self . bases ) + ")" ) if len ( self . bases ) > 0 else "" slots = { "n" : self . name , "b" : bases } if ( len ( self . children ) == 0 ) and ( len ( self . variables ) == 0 ) : stub . append ( "class %(n)s%(b)s: ..." % slots ) else : stub . append ( "class %(n)s%(b)s:"...
def sparklines ( numbers = [ ] , num_lines = 1 , emph = None , verbose = False , minimum = None , maximum = None , wrap = None ) : """Return a list of ' sparkline ' strings for a given list of input numbers . The list of input numbers may contain None values , too , for which the resulting sparkline will contai...
assert num_lines > 0 if len ( numbers ) == 0 : return [ '' ] # raise warning for negative numbers _check_negatives ( numbers ) values = scale_values ( numbers , num_lines = num_lines , minimum = minimum , maximum = maximum ) # find values to be highlighted emphasized = _check_emphasis ( numbers , emph ) if emph els...
def list_external_store ( self , project_name , external_store_name_pattern = None , offset = 0 , size = 100 ) : """list the logstore in a projectListLogStoreResponse Unsuccessful opertaion will cause an LogException . : type project _ name : string : param project _ name : the Project name : type logstore ...
# need to use extended method to get more if int ( size ) == - 1 or int ( size ) > MAX_LIST_PAGING_SIZE : return list_more ( self . list_external_store , int ( offset ) , int ( size ) , MAX_LIST_PAGING_SIZE , project_name , external_store_name_pattern ) headers = { } params = { } resource = "/externalstores" if ext...
def import_image ( self , name , tags = None ) : """Import image tags from a Docker registry into an ImageStream : return : bool , whether tags were imported"""
stream_import_file = os . path . join ( self . os_conf . get_build_json_store ( ) , 'image_stream_import.json' ) with open ( stream_import_file ) as f : stream_import = json . load ( f ) return self . os . import_image ( name , stream_import , tags = tags )
def prjs_view_prj ( self , * args , ** kwargs ) : """View the , in the projects table view selected , project . : returns : None : rtype : None : raises : None"""
i = self . prjs_tablev . currentIndex ( ) item = i . internalPointer ( ) if item : prj = item . internal_data ( ) self . view_prj ( prj )
def matches ( self , string , context = None ) : """Search for all matches with current configuration against input _ string : param string : string to search into : type string : str : param context : context to use : type context : dict : return : A custom list of matches : rtype : Matches"""
matches = Matches ( input_string = string ) if context is None : context = { } self . _matches_patterns ( matches , context ) self . _execute_rules ( matches , context ) return matches
def select_channel ( self , channel ) : """Select a channel . : param channel : Number of channel ."""
for i in str ( channel ) : key = int ( i ) + 0xe300 self . send_key ( key )
def change_custom_svc_var ( self , service , varname , varvalue ) : """Change custom service variable Format of the line that triggers function call : : CHANGE _ CUSTOM _ SVC _ VAR ; < host _ name > ; < service _ description > ; < varname > ; < varvalue > : param service : service to edit : type service : a...
if varname . upper ( ) in service . customs : service . modified_attributes |= DICT_MODATTR [ "MODATTR_CUSTOM_VARIABLE" ] . value service . customs [ varname . upper ( ) ] = varvalue self . send_an_element ( service . get_update_status_brok ( ) )
def create_from_name_and_dictionary ( self , name , datas ) : """Return a populated object Category from dictionary datas"""
category = ObjectCategory ( name ) self . set_common_datas ( category , name , datas ) if "order" in datas : category . order = int ( datas [ "order" ] ) return category
def _create_channel ( self , channel ) : """Create channel with optional ban and invite exception lists ."""
super ( ) . _create_channel ( channel ) if 'EXCEPTS' in self . _isupport : self . channels [ channel ] [ 'exceptlist' ] = None if 'INVEX' in self . _isupport : self . channels [ channel ] [ 'inviteexceptlist' ] = None
def get_data_home ( data_home = None ) : """Return the path of the arviz data dir . This folder is used by some dataset loaders to avoid downloading the data several times . By default the data dir is set to a folder named ' arviz _ data ' in the user home folder . Alternatively , it can be set by the ' A...
if data_home is None : data_home = os . environ . get ( "ARVIZ_DATA" , os . path . join ( "~" , "arviz_data" ) ) data_home = os . path . expanduser ( data_home ) if not os . path . exists ( data_home ) : os . makedirs ( data_home ) return data_home
def compare_vm_configs ( new_config , current_config ) : '''Compares virtual machine current and new configuration , the current is the one which is deployed now , and the new is the target config . Returns the differences between the objects in a dictionary , the keys are the configuration parameter keys and...
diffs = { } keys = set ( new_config . keys ( ) ) # These values identify the virtual machine , comparison is unnecessary keys . discard ( 'name' ) keys . discard ( 'datacenter' ) keys . discard ( 'datastore' ) for property_key in ( 'version' , 'image' ) : if property_key in keys : single_value_diff = recurs...
def list_backups ( self , limit = 20 , marker = 0 ) : """Returns a paginated list of backups for this instance ."""
return self . manager . _list_backups_for_instance ( self , limit = limit , marker = marker )
def get_enabled_references ( self , datas , meta_references ) : """Get enabled manifest references declarations . Enabled references are defined through meta references declaration , every other references are ignored . Arguments : datas ( dict ) : Data where to search for reference declarations . This is...
references = OrderedDict ( ) for section in meta_references : references [ section ] = self . get_reference ( datas , section ) return references
def _set_show_mpls_ldp_targeted_peer_one ( self , v , load = False ) : """Setter method for show _ mpls _ ldp _ targeted _ peer _ one , mapped from YANG variable / brocade _ mpls _ rpc / show _ mpls _ ldp _ targeted _ peer _ one ( rpc ) If this variable is read - only ( config : false ) in the source YANG file ...
if hasattr ( v , "_utype" ) : v = v . _utype ( v ) try : t = YANGDynClass ( v , base = show_mpls_ldp_targeted_peer_one . show_mpls_ldp_targeted_peer_one , is_leaf = True , yang_name = "show-mpls-ldp-targeted-peer-one" , rest_name = "show-mpls-ldp-targeted-peer-one" , parent = self , path_helper = self . _path_h...
def write_out_config ( self , config_file ) : """Write out the configuration file : param config _ file : : return : Note : this will erase all comments from the config file"""
with open ( config_file , 'w' ) as f : json . dump ( self . params , f , indent = 2 , separators = ( ',' , ': ' ) )
def is_connection_error ( e ) : """Checks if error e pertains to a connection issue"""
return ( isinstance ( e , err . InterfaceError ) and e . args [ 0 ] == "(0, '')" ) or ( isinstance ( e , err . OperationalError ) and e . args [ 0 ] in operation_error_codes . values ( ) )
def error ( self , nCells = 15 ) : '''calculate the standard deviation of all fitted images , averaged to a grid'''
s0 , s1 = self . fits [ 0 ] . shape aR = s0 / s1 if aR > 1 : ss0 = int ( nCells ) ss1 = int ( ss0 / aR ) else : ss1 = int ( nCells ) ss0 = int ( ss1 * aR ) L = len ( self . fits ) arr = np . array ( self . fits ) arr [ np . array ( self . _fit_masks ) ] = np . nan avg = np . tile ( np . nanmean ( arr , ...
def checkout ( self , ref , branch = None ) : """Do a git checkout of ` ref ` ."""
return git_checkout ( self . repo_dir , ref , branch = branch )
def on_records ( self , records ) : """Called when one or more RECORD messages have been received ."""
handler = self . handlers . get ( "on_records" ) if callable ( handler ) : handler ( records )
def encode_request ( username , password , uuid , owner_uuid , is_owner_connection , client_type , serialization_version , client_hazelcast_version ) : """Encode request into client _ message"""
client_message = ClientMessage ( payload_size = calculate_size ( username , password , uuid , owner_uuid , is_owner_connection , client_type , serialization_version , client_hazelcast_version ) ) client_message . set_message_type ( REQUEST_TYPE ) client_message . set_retryable ( RETRYABLE ) client_message . append_str ...
def new_bundle ( self , name : str , created_at : dt . datetime = None ) -> models . Bundle : """Create a new file bundle ."""
new_bundle = self . Bundle ( name = name , created_at = created_at ) return new_bundle
async def count ( self , text , opts = None ) : '''Count the number of nodes which result from a storm query . Args : text ( str ) : Storm query text . opts ( dict ) : Storm query options . Returns : ( int ) : The number of nodes resulting from the query .'''
i = 0 async for _ in self . cell . eval ( text , opts = opts , user = self . user ) : i += 1 return i
def get_transactions_filtered ( self , asset_id , operation = None ) : """Get a list of transactions filtered on some criteria"""
txids = backend . query . get_txids_filtered ( self . connection , asset_id , operation ) for txid in txids : yield self . get_transaction ( txid )
def starargs ( self ) : """The positional arguments that unpack something . : type : list ( Starred )"""
args = self . args or [ ] return [ arg for arg in args if isinstance ( arg , Starred ) ]
def get_config ( name , region = None , key = None , keyid = None , profile = None ) : '''Get the configuration for a cache cluster . CLI example : : salt myminion boto _ elasticache . get _ config myelasticache'''
conn = _get_conn ( region = region , key = key , keyid = keyid , profile = profile ) if not conn : return None try : cc = conn . describe_cache_clusters ( name , show_cache_node_info = True ) except boto . exception . BotoServerError as e : msg = 'Failed to get config for cache cluster {0}.' . format ( name...
def cmd_link_ports ( self ) : '''show available ports'''
ports = mavutil . auto_detect_serial ( preferred_list = [ '*FTDI*' , "*Arduino_Mega_2560*" , "*3D_Robotics*" , "*USB_to_UART*" , '*PX4*' , '*FMU*' ] ) for p in ports : print ( "%s : %s : %s" % ( p . device , p . description , p . hwid ) )
async def async_init ( self ) : """During async init we just need to create a HTTP session so we can keep outgoing connexions to the platform alive ."""
self . session = aiohttp . ClientSession ( ) asyncio . get_event_loop ( ) . create_task ( self . _deferred_init ( ) )
def postpend_location ( bel_string : str , location_model ) -> str : """Rip off the closing parentheses and adds canonicalized modification . I did this because writing a whole new parsing model for the data would be sad and difficult : param bel _ string : BEL string representing node : param dict location _...
if not all ( k in location_model for k in { NAMESPACE , NAME } ) : raise ValueError ( 'Location model missing namespace and/or name keys: {}' . format ( location_model ) ) return "{}, loc({}:{}))" . format ( bel_string [ : - 1 ] , location_model [ NAMESPACE ] , ensure_quotes ( location_model [ NAME ] ) )
def cast ( self , dtype ) : """Cast data and gradient of this Parameter to a new data type . Parameters dtype : str or numpy . dtype The new data type ."""
self . dtype = dtype if self . _data is None : return with autograd . pause ( ) : self . _data = [ i . astype ( dtype ) for i in self . _data ] if self . _grad is None : return self . _grad = [ i . astype ( dtype ) for i in self . _grad ] autograd . mark_variables ( self . _data , self . _gr...
def primitive ( self ) : """Entry as Python primitive ."""
primitive = { } if self . entry_number is not None : primitive [ 'entry-number' ] = self . entry_number if self . item_hash is not None : primitive [ 'item-hash' ] = self . item_hash primitive [ 'timestamp' ] = self . timestamp . strftime ( fmt ) return primitive
def deduplicate ( args ) : """% prog deduplicate fastafile Wraps ` cd - hit - est ` to remove duplicate sequences ."""
p = OptionParser ( deduplicate . __doc__ ) p . set_align ( pctid = 96 , pctcov = 0 ) p . add_option ( "--fast" , default = False , action = "store_true" , help = "Place sequence in the first cluster" ) p . add_option ( "--consensus" , default = False , action = "store_true" , help = "Compute consensus sequences" ) p . ...
def validate_path ( xj_path ) : """Validates XJ path . : param str xj _ path : XJ Path : raise : XJPathError if validation fails ."""
if not isinstance ( xj_path , str ) : raise XJPathError ( 'XJPath must be a string' ) for path in split ( xj_path , '.' ) : if path == '*' : continue if path . startswith ( '@' ) : if path == '@first' or path == '@last' : continue try : int ( path [ 1 : ] ) ...
def check_command ( args ) : """Checks that all dependencies in the specified requirements file are up to date ."""
outdated = check_requirements_file ( args . requirements_file , args . skip_packages ) if outdated : print ( 'Requirements in {} are out of date:' . format ( args . requirements_file ) ) for item in outdated : print ( ' * {} is {} latest is {}.' . format ( * item ) ) sys . exit ( 1 ) else : prin...
def _process_marked_lines ( lines , markers ) : """Run regexes against message ' s marked lines to strip signature . > > > _ process _ marked _ lines ( [ ' Some text ' , ' ' , ' Bob ' ] , ' tes ' ) ( [ ' Some text ' , ' ' ] , [ ' Bob ' ] )"""
# reverse lines and match signature pattern for reversed lines signature = RE_REVERSE_SIGNATURE . match ( markers [ : : - 1 ] ) if signature : return ( lines [ : - signature . end ( ) ] , lines [ - signature . end ( ) : ] ) return ( lines , None )
def to_numpy_vectors ( self , variable_order = None , dtype = np . float , index_dtype = np . int64 , sort_indices = False ) : """Convert a binary quadratic model to numpy arrays . Args : variable _ order ( iterable , optional ) : If provided , labels the variables ; otherwise , row / column indices are used ...
linear = self . linear quadratic = self . quadratic num_variables = len ( linear ) num_interactions = len ( quadratic ) irow = np . empty ( num_interactions , dtype = index_dtype ) icol = np . empty ( num_interactions , dtype = index_dtype ) qdata = np . empty ( num_interactions , dtype = dtype ) if variable_order is N...
def users ( self , request , uuid = None ) : """A list of users connected to the project"""
project = self . get_object ( ) queryset = project . get_users ( ) # we need to handle filtration manually because we want to filter only project users , not projects . filter_backend = filters . UserConcatenatedNameOrderingBackend ( ) queryset = filter_backend . filter_queryset ( request , queryset , self ) queryset =...
def real_value ( value , digit ) : """function to calculate the real value we need to devide the value by the digit e . g . value = 100 digit = 2 return : " 1.0" """
return str ( float ( value ) / math . pow ( 10 , float ( digit ) ) )
def send_many ( kwargs_list ) : """Similar to mail . send ( ) , but this function accepts a list of kwargs . Internally , it uses Django ' s bulk _ create command for efficiency reasons . Currently send _ many ( ) can ' t be used to send emails with priority = ' now ' ."""
emails = [ ] for kwargs in kwargs_list : emails . append ( send ( commit = False , ** kwargs ) ) Email . objects . bulk_create ( emails )
def send ( self , data ) : """Send data to the child process through ."""
self . stdin . write ( data ) self . stdin . flush ( )
def getGraphFieldCount ( self , graph_name ) : """Returns number of fields for graph with name graph _ name . @ param graph _ name : Graph Name @ return : Number of fields for graph ."""
graph = self . _getGraph ( graph_name , True ) return graph . getFieldCount ( )
def get_context_data ( self , ** kwargs ) : """Returns the context data to provide to the template ."""
context = kwargs if 'view' not in context : context [ 'view' ] = self # Insert the considered forum , topic and post into the context context [ 'forum' ] = self . get_forum ( ) context [ 'topic' ] = self . get_topic ( ) context [ 'post' ] = self . get_post ( ) # Handles the preview of the attachments if context [ '...
def triangle_area ( e1 , e2 , e3 ) : """Get the area of triangle formed by three vectors . Parameters are three three - dimensional numpy arrays representing vectors of triangle ' s edges in Cartesian space . : returns : Float number , the area of the triangle in squared units of coordinates , or numpy ar...
# calculating edges length e1_length = numpy . sqrt ( numpy . sum ( e1 * e1 , axis = - 1 ) ) e2_length = numpy . sqrt ( numpy . sum ( e2 * e2 , axis = - 1 ) ) e3_length = numpy . sqrt ( numpy . sum ( e3 * e3 , axis = - 1 ) ) # calculating half perimeter s = ( e1_length + e2_length + e3_length ) / 2.0 # applying Heron '...
def authorize ( credentials , client_class = Client ) : """Login to Google API using OAuth2 credentials . This is a shortcut function which instantiates : class : ` gspread . client . Client ` and performs login right away . : returns : : class : ` gspread . Client ` instance ."""
client = client_class ( auth = credentials ) client . login ( ) return client
def find_static_library ( library_name , library_path ) : """Given the raw name of a library in ` library _ name ` , tries to find a static library with this name in the given ` library _ path ` . ` library _ path ` is automatically extended with common library directories on Linux and Mac OS X ."""
variants = [ "lib{0}.a" , "{0}.a" , "{0}.lib" , "lib{0}.lib" ] if is_unix_like ( ) : extra_libdirs = [ "/usr/local/lib64" , "/usr/local/lib" , "/usr/lib64" , "/usr/lib" , "/lib64" , "/lib" ] else : extra_libdirs = [ ] for path in extra_libdirs : if path not in library_path and os . path . isdir ( path ) : ...
def import_fonts ( style_less , fontname , font_subdir ) : """Copy all custom fonts to ~ / . jupyter / custom / fonts / and write import statements to style _ less"""
ftype_dict = { 'woff2' : 'woff2' , 'woff' : 'woff' , 'ttf' : 'truetype' , 'otf' : 'opentype' , 'svg' : 'svg' } define_font = ( "@font-face {{font-family: {fontname};\n\tfont-weight:" "{weight};\n\tfont-style: {style};\n\tsrc: local('{fontname}')," "\n\turl('fonts{sepp}{fontfile}') format('{ftype}');}}\n" ) fontname = f...
def _serve_experiment_runs ( self , request ) : """Serve a JSON runs of an experiment , specified with query param ` experiment ` , with their nested data , tag , populated . Runs returned are ordered by started time ( aka first event time ) with empty times sorted last , and then ties are broken by sorting o...
results = [ ] if self . _db_connection_provider : exp_id = request . args . get ( 'experiment' ) runs_dict = collections . OrderedDict ( ) db = self . _db_connection_provider ( ) cursor = db . execute ( ''' SELECT Runs.run_id, Runs.run_name, Runs.started_time, ...
def iter_singleton_referents ( self ) : """Iterator of all of the singleton members of the context set . NOTE : this evaluates entities one - at - a - time , and does not handle relational constraints ."""
try : for member in self . __dict__ [ 'referential_domain' ] . iter_entities ( ) : if self [ 'target' ] . is_entailed_by ( member ) and ( self [ 'distractor' ] . empty ( ) or not self [ 'distractor' ] . is_entailed_by ( member ) ) : yield member [ 'num' ] , member except KeyError : raise Exc...
def _copyPort ( port : LPort , targetParent : Union [ LPort ] , reverseDirection ) : """add port to LPort for interface"""
d = port . direction side = port . side if reverseDirection : d = PortType . opposite ( d ) side = PortSide . opposite ( side ) newP = LPort ( targetParent . parentNode , d , side , name = port . name ) if isinstance ( targetParent , LPort ) : targetParent . children . append ( newP ) newP . parent = ta...
def nl_list_del ( obj ) : """https : / / github . com / thom311 / libnl / blob / libnl3_2_25 / include / netlink / list . h # L49. Positional arguments : obj - - nl _ list _ head class instance ."""
obj . next . prev = obj . prev obj . prev . next_ = obj . next_
def parse ( self , filePath , skipLines = 0 , separator = ',' , stringSeparator = '"' , lineSeparator = '\n' ) : """Loads a CSV file"""
self . filename = filePath f = open ( filePath ) if lineSeparator == '\n' : lines = f . readlines ( ) else : lines = f . read ( ) . split ( lineSeparator ) f . flush ( ) f . close ( ) lines = lines [ skipLines : ] self . lines = [ ] self . comments = [ ] for l in lines : # print l if len ( l ) != 0 and l [ ...
def scale_and_crop_with_ranges ( im , size , size_range = None , crop = False , upscale = False , zoom = None , target = None , ** kwargs ) : """An easy _ thumbnails processor that accepts a ` size _ range ` tuple , which indicates that one or both dimensions can give by a number of pixels in order to minimize ...
min_width , min_height = size # if there ' s no restriction on range , or range isn ' t given , just act as # normal if min_width == 0 or min_height == 0 or not size_range : return scale_and_crop ( im , size , crop , upscale , zoom , target , ** kwargs ) max_width = min_width + size_range [ 0 ] max_height = min_hei...
def placeholder_data_view ( self , request , id ) : """Return placeholder data for the given layout ' s template ."""
# See : ` fluent _ pages . pagetypes . fluentpage . admin . FluentPageAdmin ` . try : layout = models . Layout . objects . get ( pk = id ) except models . Layout . DoesNotExist : json = { 'success' : False , 'error' : 'Layout not found' } status = 404 else : placeholders = layout . get_placeholder_data ...
def GetMemActiveMB ( self ) : '''Retrieves the amount of memory the virtual machine is actively using its estimated working set size .'''
counter = c_uint ( ) ret = vmGuestLib . VMGuestLib_GetMemActiveMB ( self . handle . value , byref ( counter ) ) if ret != VMGUESTLIB_ERROR_SUCCESS : raise VMGuestLibException ( ret ) return counter . value
def sign_serialize ( privkey , expire_after = 3600 , requrl = None , algorithm_name = DEFAULT_ALGO , ** kwargs ) : """Produce a JWT compact serialization by generating a header , payload , and signature using the privkey and algorithm specified . The privkey object must contain at least a member named pubkey . ...
assert algorithm_name in ALGORITHM_AVAILABLE algo = ALGORITHM_AVAILABLE [ algorithm_name ] addy = algo . pubkey_serialize ( privkey . pubkey ) header = _jws_header ( addy , algo ) . decode ( 'utf8' ) payload = _build_payload ( expire_after , requrl , ** kwargs ) signdata = "{}.{}" . format ( header , payload ) signatur...
def rsl_push_reading ( self , value , stream_id ) : """Push a reading to the RSL directly ."""
# FIXME : Fix this with timestamp from clock manager task err = self . sensor_log . push ( stream_id , 0 , value ) return [ err ]
def params ( self ) : """Raises an ` ` AttributeError ` ` if the definition is not callable . Otherwise returns a list of ` ValueElement ` that represents the params ."""
if self . context . el_type in [ Function , Subroutine ] : return self . evaluator . element . parameters
def head ( self , limit = 25 , ** fetch_kwargs ) : """shortcut to fetch the first few entries from query expression . Equivalent to fetch ( order _ by = " KEY " , limit = 25) : param limit : number of entries : param fetch _ kwargs : kwargs for fetch : return : query result"""
return self . fetch ( order_by = "KEY" , limit = limit , ** fetch_kwargs )
def remove_all_events ( self , calendar_id ) : '''Removes all events from a calendar . WARNING : Be very careful using this .'''
# todo : incomplete now = datetime . now ( tz = self . timezone ) # timezone ? start_time = datetime ( year = now . year - 1 , month = now . month , day = now . day , hour = now . hour , minute = now . minute , second = now . second , tzinfo = self . timezone ) end_time = datetime ( year = now . year + 1 , month = now ...
def dates ( self , start_date , end_date , return_name = False ) : """Calculate holidays observed between start date and end date Parameters start _ date : starting date , datetime - like , optional end _ date : ending date , datetime - like , optional return _ name : bool , optional , default = False If ...
start_date = Timestamp ( start_date ) end_date = Timestamp ( end_date ) filter_start_date = start_date filter_end_date = end_date if self . year is not None : dt = Timestamp ( datetime ( self . year , self . month , self . day ) ) if return_name : return Series ( self . name , index = [ dt ] ) else ...
def __authenticate ( self , login , password , authz_id = b"" , authmech = None ) : """AUTHENTICATE command Actually , it is just a wrapper to the real commands ( one by mechanism ) . We try all supported mechanisms ( from the strongest to the weakest ) until we find one supported by the server . Then we ...
if "SASL" not in self . __capabilities : raise Error ( "SASL not supported by the server" ) srv_mechanisms = self . get_sasl_mechanisms ( ) if authmech is None or authmech not in SUPPORTED_AUTH_MECHS : mech_list = SUPPORTED_AUTH_MECHS else : mech_list = [ authmech ] for mech in mech_list : if mech not i...
def use ( self , url , name = 'mytable' ) : '''Changes the data provider > > > yql . use ( ' http : / / myserver . com / mytables . xml ' )'''
self . yql_table_url = url self . yql_table_name = name return { 'table url' : url , 'table name' : name }
def subkeys ( self , path ) : """A generalized form that can return multiple subkeys ."""
for _ in subpaths_for_path_range ( path , hardening_chars = "'pH" ) : yield self . subkey_for_path ( _ )
def _round_field ( values , name , freq ) : """Indirectly access pandas rounding functions by wrapping data as a Series and calling through ` . dt ` attribute . Parameters values : np . ndarray or dask . array - like Array - like container of datetime - like values name : str ( ceil , floor , round ) Na...
if isinstance ( values , dask_array_type ) : from dask . array import map_blocks return map_blocks ( _round_series , values , name , freq = freq , dtype = np . datetime64 ) else : return _round_series ( values , name , freq )
def list_entitlements_options ( f ) : """Options for list entitlements subcommand ."""
@ common_entitlements_options @ decorators . common_cli_config_options @ decorators . common_cli_list_options @ decorators . common_cli_output_options @ decorators . common_api_auth_options @ decorators . initialise_api @ click . argument ( "owner_repo" , metavar = "OWNER/REPO" , callback = validators . validate_owner_...
def reconnect ( self ) : """Reconnect with the last arguments passed to self . connect ( )"""
self . connect ( * self . _saved_connect . args , ** self . _saved_connect . kwargs )
def _set_initial ( self , initial ) : """If no option is selected initially , select the first option ."""
super ( Select , self ) . _set_initial ( initial ) if not self . _value and self . options : self . value = self . options [ 0 ]
def get_identity ( self , record : Record ) -> str : """Evaluates and returns the identity as specified in the schema . : param record : Record which is used to determine the identity . : return : The evaluated identity : raises : IdentityError if identity cannot be determined ."""
context = self . schema_context . context context . add_record ( record ) identity = self . identity . evaluate ( context ) if not identity : raise IdentityError ( 'Could not determine identity using {}. Record is {}' . format ( self . identity . code_string , record ) ) context . remove_record ( ) return identity
def _get_hostname ( self , hostname , metric ) : """If hostname is None , look at label _ to _ hostname setting"""
if hostname is None and self . label_to_hostname is not None : for label in metric . label : if label . name == self . label_to_hostname : return label . value + self . label_to_hostname_suffix return hostname
def _safemembers ( members ) : """Check members of a tar archive for safety . Ensure that they do not contain paths or links outside of where we need them - this would only happen if the archive wasn ' t made by eqcorrscan . : type members : : class : ` tarfile . TarFile ` : param members : an open tarfil...
base = _resolved ( "." ) for finfo in members : if _badpath ( finfo . name , base ) : print ( finfo . name , "is blocked (illegal path)" ) elif finfo . issym ( ) and _badlink ( finfo , base ) : print ( finfo . name , "is blocked: Hard link to" , finfo . linkname ) elif finfo . islnk ( ) and ...
def add_table ( self , t ) : """remember to call pop _ element after done with table"""
self . push_element ( ) self . _page . append ( t . node ) self . cur_element = t
def select_deployment_to_run ( env_name , deployments = None , command = 'build' ) : # noqa pylint : disable = too - many - branches , too - many - statements , too - many - locals """Query user for deployments to run ."""
if deployments is None or not deployments : return [ ] deployments_to_run = [ ] num_deployments = len ( deployments ) if num_deployments == 1 : selected_deployment_index = 1 else : print ( '' ) print ( 'Configured deployments:' ) for i , deployment in enumerate ( deployments ) : print ( " %d...
def set_color ( self , fg = None , bg = None , intensify = False , target = sys . stdout ) : """Set foreground - and background colors and intensity ."""
raise NotImplementedError
def update_campaign_start ( self , campaign_id , ** kwargs ) : # noqa : E501 """Start a campaign . # noqa : E501 This command will begin the process of starting a campaign . # noqa : E501 This method makes a synchronous HTTP request by default . To make an asynchronous HTTP request , please pass asynchronous ...
kwargs [ '_return_http_data_only' ] = True if kwargs . get ( 'asynchronous' ) : return self . update_campaign_start_with_http_info ( campaign_id , ** kwargs ) # noqa : E501 else : ( data ) = self . update_campaign_start_with_http_info ( campaign_id , ** kwargs ) # noqa : E501 return data
def ssh ( host , forward_agent = False , sudoable = False , max_attempts = 1 , max_timeout = 5 , ssh_password = None ) : """Manages a SSH connection to the desired host . Will leverage your ssh config at ~ / . ssh / config if available : param host : the server to connect to : type host : str : param forwar...
with closing ( SSHClient ( ) ) as client : client . set_missing_host_key_policy ( AutoAddPolicy ( ) ) cfg = { "hostname" : host , "timeout" : max_timeout , } if ssh_password : cfg [ 'password' ] = ssh_password ssh_config = SSHConfig ( ) user_config_file = os . path . expanduser ( "~/.ssh/con...
def monitor ( msg , * args , ** kwargs ) : """Log a message with severity ' MON ' on the root logger ."""
if len ( logging . root . handlers ) == 0 : logging . basicConfig ( ) logging . root . monitor ( msg , * args , ** kwargs )
def _open_terminal ( ) : """Open pty master and return ( master _ fd , tty _ name ) ."""
for x in 'pqrstuvwxyzPQRST' : for y in '0123456789abcdef' : pty_name = '/dev/pty' + x + y try : fd = os . open ( pty_name , os . O_RDWR ) except OSError : continue return ( fd , '/dev/tty' + x + y ) raise OSError ( 'out of pty devices' )
def get_processor_status ( self , p , x , y ) : """Get the status of a given core and the application executing on it . Returns : py : class : ` . ProcessorStatus ` Representation of the current state of the processor ."""
# Get the VCPU base address = ( self . read_struct_field ( "sv" , "vcpu_base" , x , y ) + self . structs [ b"vcpu" ] . size * p ) # Get the VCPU data data = self . read ( address , self . structs [ b"vcpu" ] . size , x , y ) # Build the kwargs that describe the current state state = { name . decode ( 'utf-8' ) : struct...
def set_debug_level ( self , level ) : """Sets the debug level for this router ( default is 0 ) . : param level : level number"""
yield from self . _hypervisor . send ( 'vm set_debug_level "{name}" {level}' . format ( name = self . _name , level = level ) )
def parameters ( self ) : """Return the model parameters ."""
try : return self . _parameters except AttributeError : None parameters = [ ] parameters . extend ( self . grid_points . dtype . names ) model_configuration = self . _configuration . get ( "model" , { } ) # Continuum # Note : continuum cannot just be ' True ' , it should be a dictionary n = len ( parameters ) c...
def argrelmax ( data , axis = 0 , order = 1 , mode = 'clip' ) : """Calculate the relative maxima of ` data ` . . . versionadded : : 0.11.0 Parameters data : ndarray Array in which to find the relative maxima . axis : int , optional Axis over which to select from ` data ` . Default is 0. order : int , ...
return argrelextrema ( data , np . greater , axis , order , mode )
def build_report ( self , msg = '' ) : """Resposible for constructing a report to be output as part of the build . Returns report as a string ."""
shutit_global . shutit_global_object . yield_to_draw ( ) s = '\n' s += '################################################################################\n' s += '# COMMAND HISTORY BEGIN ' + shutit_global . shutit_global_object . build_id + '\n' s += self . get_commands ( ) s += '# COMMAND HISTORY END ' + shutit_global ...
def set_elem ( elem_ref , elem ) : """Sets element referenced by the elem _ ref . Returns the elem . : param elem _ ref : : param elem : : return :"""
if elem_ref is None or elem_ref == elem or not is_elem_ref ( elem_ref ) : return elem elif elem_ref [ 0 ] == ElemRefObj : setattr ( elem_ref [ 1 ] , elem_ref [ 2 ] , elem ) return elem elif elem_ref [ 0 ] == ElemRefArr : elem_ref [ 1 ] [ elem_ref [ 2 ] ] = elem return elem
def tag_subcat_info ( mrf_lines , subcat_rules ) : '''Adds subcategorization information ( hashtags ) to verbs and adpositions ; Argument subcat _ rules must be a dict containing subcategorization information , loaded via method load _ subcat _ info ( ) ; Performs word lemma lookups in subcat _ rules , and in...
i = 0 while ( i < len ( mrf_lines ) ) : line = mrf_lines [ i ] if line . startswith ( ' ' ) : lemma_match = analysisLemmaPat . match ( line ) if lemma_match : lemma = lemma_match . group ( 1 ) # Find whether there is subcategorization info associated # with t...
def crypt ( header , body_bytes , secret ) : """TACACS + uses a shared secret key ( known to both the client and server ) to obfuscate the body of sent packets . Only the packet body ( not the header ) is obfuscated . https : / / datatracker . ietf . org / doc / draft - ietf - opsawg - tacacs / ? include _ te...
# noqa # B = unsigned char # ! I = network - order ( big - endian ) unsigned int body_length = len ( body_bytes ) unhashed = ( struct . pack ( '!I' , header . session_id ) + six . b ( secret ) + struct . pack ( 'B' , header . version ) + struct . pack ( 'B' , header . seq_no ) ) pad = hashed = md5 ( unhashed ) . digest...
def _write ( self , context , report_dir , report_name , assets_dir = None , template = None ) : """Writes the data in ` context ` in the report ' s template to ` report _ name ` in ` report _ dir ` . If ` assets _ dir ` is supplied , copies all assets for this report to the specified directory . If ` templ...
if template is None : template = self . _get_template ( ) report = template . render ( context ) output_file = os . path . join ( report_dir , report_name ) with open ( output_file , 'w' , encoding = 'utf-8' ) as fh : fh . write ( report ) if assets_dir : self . _copy_static_assets ( assets_dir )
def do_work_spec ( self , args ) : '''dump the contents of an existing work spec'''
work_spec_name = self . _get_work_spec_name ( args ) spec = self . task_master . get_work_spec ( work_spec_name ) if args . json : self . stdout . write ( json . dumps ( spec , indent = 4 , sort_keys = True ) + '\n' ) else : yaml . safe_dump ( spec , self . stdout )
def prepare_index_file ( self ) : """Makes sure that GIT index file we use per job ( by modifying environment variable GIT _ INDEX _ FILE ) is not locked and empty . Git . fetch _ job uses ` git read - tree ` to updates this index . For new jobs , we start with an empty index - that ' s why we delete it every t...
if os . getenv ( 'AETROS_GIT_INDEX_FILE' ) : self . index_path = os . getenv ( 'AETROS_GIT_INDEX_FILE' ) return import tempfile h , path = tempfile . mkstemp ( 'aetros-git' , '' , self . temp_path ) self . index_path = path # we give git a unique file path for that index . However , git expect it to be non - ex...
def _set_cfunctions ( self ) : """Set all ctypes functions and attach them to attributes ."""
void = ctypes . c_void_p pointer = ctypes . POINTER self . _cfactory ( attr = self . user32 , func = "GetSystemMetrics" , argtypes = [ INT ] , restype = INT ) self . _cfactory ( attr = self . user32 , func = "EnumDisplayMonitors" , argtypes = [ HDC , void , self . monitorenumproc , LPARAM ] , restype = BOOL , ) self . ...
def compile_dictionary ( self , lang , wordlists , encoding , output ) : """Compile user dictionary ."""
cmd = [ self . binary , '--lang' , lang , '--encoding' , codecs . lookup ( filters . PYTHON_ENCODING_NAMES . get ( encoding , encoding ) . lower ( ) ) . name , 'create' , 'master' , output ] wordlist = '' try : output_location = os . path . dirname ( output ) if not os . path . exists ( output_location ) : ...
def process_fastq_minimal ( fastq , ** kwargs ) : """Swiftly extract minimal features ( length and timestamp ) from a rich fastq file"""
infastq = handle_compressed_input ( fastq ) try : df = pd . DataFrame ( data = [ rec for rec in fq_minimal ( infastq ) if rec ] , columns = [ "timestamp" , "lengths" ] ) except IndexError : logging . error ( "Fatal: Incorrect file structure for fastq_minimal" ) sys . exit ( "Error: file does not match expec...
def run ( self , burst = False ) : """Periodically check whether there ' s any job that should be put in the queue ( score lower than current time ) ."""
self . register_birth ( ) self . _install_signal_handlers ( ) try : while True : self . log . debug ( "Entering run loop" ) start_time = time . time ( ) if self . acquire_lock ( ) : self . enqueue_jobs ( ) self . remove_lock ( ) if burst : ...
def get_asset_content_form_for_update ( self , asset_content_id ) : """Gets the asset content form for updating an existing asset content . A new asset content form should be requested for each update transaction . arg : asset _ content _ id ( osid . id . Id ) : the ` ` Id ` ` of the ` ` AssetContent ` ` ...
# Implemented from template for # osid . repository . AssetAdminSession . get _ asset _ content _ form _ for _ update _ template from dlkit . abstract_osid . id . primitives import Id as ABCId from . objects import AssetContentForm collection = JSONClientValidated ( 'repository' , collection = 'Asset' , runtime = self ...
def make_make_email_data ( to , cc = None , bcc = None , subject = None , body = None ) : """Creates either a simple " mailto : " URL or complete e - mail message with ( blind ) carbon copies and a subject and a body . : param str | iterable to : The email address ( recipient ) . Multiple values are allowed ....
def multi ( val ) : if not val : return ( ) if isinstance ( val , str_type ) : return ( val , ) return tuple ( val ) delim = '?' data = [ 'mailto:' ] if not to : raise ValueError ( '"to" must not be empty or None' ) data . append ( ',' . join ( multi ( to ) ) ) for key , val in ( ( 'cc' ...
def write_json_to_file ( json_data , filename = "metadata" ) : """Write all JSON in python dictionary to a new json file . : param dict json _ data : JSON data : param str filename : Target filename ( defaults to ' metadata . jsonld ' ) : return None :"""
logger_jsons . info ( "enter write_json_to_file" ) json_data = rm_empty_fields ( json_data ) # Use demjson to maintain unicode characters in output json_bin = demjson . encode ( json_data , encoding = 'utf-8' , compactly = False ) # Write json to file try : open ( "{}.jsonld" . format ( filename ) , "wb" ) . write ...
def expand ( self , url ) : """Base expand method . Only visits the link , and return the response url"""
url = self . clean_url ( url ) response = self . _get ( url ) if response . ok : return response . url raise ExpandingErrorException
def addElement ( self , * ele ) : """add element to lattice element list : param ele : magnetic element defined in element module return total element number"""
for el in list ( Models . flatten ( ele ) ) : e = copy . deepcopy ( el ) self . _lattice_eleobjlist . append ( e ) self . _lattice_elenamelist . append ( e . name ) self . _lattice_elecnt += 1 # update lattice , i . e . beamline element # self . _ lattice . setConf ( Models . makeLatticeString ( self . ...