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def pformat ( self ) : """Pretty string format"""
lines = [ ] lines . append ( ( "%s (%s)" % ( self . name , self . status ) ) . center ( 50 , "-" ) ) lines . append ( "items: {0:,} ({1:,} bytes)" . format ( self . item_count , self . size ) ) cap = self . consumed_capacity . get ( "__table__" , { } ) read = "Read: " + format_throughput ( self . read_throughput , cap ...
def assertDateTimesLagLessEqual ( self , sequence , lag , msg = None ) : '''Fail if max element in ` ` sequence ` ` is separated from the present by more than ` ` lag ` ` as determined by the ' < = ' operator . If the max element is a datetime , " present " is defined as ` ` datetime . now ( ) ` ` ; if the ...
if not isinstance ( sequence , collections . Iterable ) : raise TypeError ( 'First argument is not iterable' ) if not isinstance ( lag , timedelta ) : raise TypeError ( 'Second argument is not a timedelta object' ) # Cannot compare datetime to date , so if dates are provided use # date . today ( ) , if datetime...
def override_colors ( self , colors ) : """Override default color of elements . : param colors : New color value for given elements : type colors : dict"""
if not isinstance ( colors , dict ) : return for key in self . _color [ True ] : if key in colors : self . _color [ True ] [ key ] = colors [ key ]
def disconnect ( self , client ) : """Remove client from pool ."""
self . clients . remove ( client ) del self . connect_args [ client ] client . disconnect ( )
def _a_pitch_kd_callback ( self , name , value ) : """Callback for pid _ attitude . pitch _ kd"""
print ( 'Readback: {0}={1}' . format ( name , value ) ) # End the example by closing the link ( will cause the app to quit ) self . _cf . close_link ( )
def load ( self , mdl_file ) : """load model from file . fv _ type is not set with this function . It is expected to set it before ."""
import dill as pickle mdl_file_e = op . expanduser ( mdl_file ) sv = pickle . load ( open ( mdl_file_e , "rb" ) ) self . mdl = sv [ "mdl" ] # self . mdl [ 2 ] = self . mdl [ 0] # try : # eval ( sv [ ' fv _ extern _ src ' ] ) # eval ( " fv _ extern _ temp _ name = " + sv [ ' fv _ extern _ src _ name ' ] ) # sv [ ' fv _ ...
def append_update_buffer ( self , agent_id , key_list = None , batch_size = None , training_length = None ) : """Appends the buffer of an agent to the update buffer . : param agent _ id : The id of the agent which data will be appended : param key _ list : The fields that must be added . If None : all fields wi...
if key_list is None : key_list = self [ agent_id ] . keys ( ) if not self [ agent_id ] . check_length ( key_list ) : raise BufferException ( "The length of the fields {0} for agent {1} where not of same length" . format ( key_list , agent_id ) ) for field_key in key_list : self . update_buffer [ field_key ]...
def rapid_upload ( self ) : '''快速上传 . 如果失败 , 就自动调用分片上传 .'''
info = pcs . rapid_upload ( self . cookie , self . tokens , self . row [ SOURCEPATH_COL ] , self . row [ PATH_COL ] , self . upload_mode ) if info and info [ 'md5' ] and info [ 'fs_id' ] : self . emit ( 'uploaded' , self . row [ FID_COL ] ) else : self . slice_upload ( )
def _iparam_namespace_from_namespace ( self , obj ) : # pylint : disable = invalid - name , """Determine the namespace from a namespace string , or ` None ` . The default namespace of the connection object is used , if needed . Return the so determined namespace for use as an argument to imethodcall ( ) ."""
if isinstance ( obj , six . string_types ) : namespace = obj . strip ( '/' ) elif obj is None : namespace = obj else : raise TypeError ( _format ( "The 'namespace' argument of the WBEMConnection " "operation has invalid type {0} (must be None, or a " "string)" , type ( obj ) ) ) if namespace is None : n...
def _parse_linux_cx_state ( self , lines , tcp_states , state_col , protocol = None , ip_version = None ) : """Parse the output of the command that retrieves the connection state ( either ` ss ` or ` netstat ` ) Returns a dict metric _ name - > value"""
metrics = { } for _ , val in iteritems ( self . cx_state_gauge ) : metrics [ val ] = 0 for l in lines : cols = l . split ( ) if cols [ 0 ] . startswith ( 'tcp' ) or protocol == 'tcp' : proto = "tcp{0}" . format ( ip_version ) if ip_version else ( "tcp4" , "tcp6" ) [ cols [ 0 ] == "tcp6" ] if...
def generate_accepted_kwargs ( function , * named_arguments ) : """Dynamically creates a function that when called with dictionary of arguments will produce a kwarg that ' s compatible with the supplied function"""
if hasattr ( function , '__code__' ) and takes_kwargs ( function ) : function_takes_kwargs = True function_takes_arguments = [ ] else : function_takes_kwargs = False function_takes_arguments = takes_arguments ( function , * named_arguments ) def accepted_kwargs ( kwargs ) : if function_takes_kwargs ...
def available_gpus ( ) : """List of GPU device names detected by TensorFlow ."""
local_device_protos = device_lib . list_local_devices ( ) return [ x . name for x in local_device_protos if x . device_type == 'GPU' ]
def binaryRecordsStream ( self , directory , recordLength ) : """Create an input stream that monitors a Hadoop - compatible file system for new files and reads them as flat binary files with records of fixed length . Files must be written to the monitored directory by " moving " them from another location wit...
return DStream ( self . _jssc . binaryRecordsStream ( directory , recordLength ) , self , NoOpSerializer ( ) )
def create_cluster_custom_object ( self , group , version , plural , body , ** kwargs ) : # noqa : E501 """create _ cluster _ custom _ object # noqa : E501 Creates a cluster scoped Custom object # noqa : E501 This method makes a synchronous HTTP request by default . To make an asynchronous HTTP request , plea...
kwargs [ '_return_http_data_only' ] = True if kwargs . get ( 'async_req' ) : return self . create_cluster_custom_object_with_http_info ( group , version , plural , body , ** kwargs ) # noqa : E501 else : ( data ) = self . create_cluster_custom_object_with_http_info ( group , version , plural , body , ** kwa...
async def del_alternative ( self , alt , timeout = OTGW_DEFAULT_TIMEOUT ) : """Remove the specified Data - ID from the list of alternative commands . Only one occurrence is deleted . If the Data - ID appears multiple times in the list of alternative commands , this command must be repeated to delete all occur...
cmd = OTGW_CMD_DEL_ALT alt = int ( alt ) if alt < 1 or alt > 255 : return None ret = await self . _wait_for_cmd ( cmd , alt , timeout ) if ret is not None : return int ( ret )
def natural_sort ( list_to_sort : Iterable [ str ] ) -> List [ str ] : """Sorts a list of strings case insensitively as well as numerically . For example : [ ' a1 ' , ' A2 ' , ' a3 ' , ' A11 ' , ' a22 ' ] To sort a list in place , don ' t call this method , which makes a copy . Instead , do this : my _ list ....
return sorted ( list_to_sort , key = natural_keys )
def table_width ( self ) : """Return the width of the table including padding and borders ."""
outer_widths = max_dimensions ( self . table_data , self . padding_left , self . padding_right ) [ 2 ] outer_border = 2 if self . outer_border else 0 inner_border = 1 if self . inner_column_border else 0 return table_width ( outer_widths , outer_border , inner_border )
def part ( self , channels , message = "" ) : """Send a PART command ."""
self . send_items ( 'PART' , ',' . join ( always_iterable ( channels ) ) , message )
def cast_request_param ( param_type , param_name , param_value ) : """Try to cast a request param ( e . g . query arg , POST data ) from a string to its specified type in the schema . This allows validating non - string params . : param param _ type : name of the type to be casted to : type param _ type : str...
try : return CAST_TYPE_TO_FUNC . get ( param_type , lambda x : x ) ( param_value ) except ValueError : log . warn ( "Failed to cast %s value of %s to %s" , param_name , param_value , param_type ) # Ignore type error , let jsonschema validation handle incorrect types return param_value
def flush ( self ) : """This only needs to be called manually from unit tests"""
self . logger . debug ( 'Flush joining' ) self . queue . join ( ) self . logger . debug ( 'Flush joining ready' )
def recover ( gzfile , last_good_position ) : # type : ( gzip . GzipFile , int ) - > gzip . GzipFile """Skip to the next possibly decompressable part of a gzip file . Return a new GzipFile object if such part is found or None if it is not found ."""
pos = get_recover_position ( gzfile , last_good_position = last_good_position ) if pos == - 1 : return None fp = gzfile . fileobj fp . seek ( pos ) # gzfile . close ( ) return gzip . GzipFile ( fileobj = fp , mode = 'r' )
def prepare_params ( self ) : """Prepare the parameters passed to the templatetag"""
if self . options . resolve_fragment : self . fragment_name = self . node . fragment_name . resolve ( self . context ) else : self . fragment_name = str ( self . node . fragment_name ) # Remove quotes that surround the name for char in '\'\"' : if self . fragment_name . startswith ( char ) or se...
def ManualUpdateTables ( self ) : """Allow user to manually update the database tables . User options from initial prompt are : - ' ls ' : print database contents - ' a ' : add an row to a database table - ' d ' : delete a single table row - ' p ' : delete an entire table ( purge ) - ' f ' : finish upda...
goodlogging . Log . Info ( "DB" , "Starting manual database update:\n" ) updateFinished = False # Loop until the user continues program flow or exits while not updateFinished : prompt = "Enter 'ls' to print the database contents, " "'a' to add a table entry, " "'d' to delete a single table row, " "'p' to select a e...
def qteRunHook ( self , hookName : str , msgObj : QtmacsMessage = None ) : """Trigger the hook named ` ` hookName ` ` and pass on ` ` msgObj ` ` . This will call all slots associated with ` ` hookName ` ` but without calling the event loop in between . Therefore , if one slots changes the state of the GUI , e...
# Shorthand . reg = self . _qteRegistryHooks # Do nothing if there are not recipients for the hook . if hookName not in reg : return # Create an empty ` ` QtmacsMessage ` ` object if none was provided . if msgObj is None : msgObj = QtmacsMessage ( ) # Add information about the hook that will deliver ` ` msgObj ...
def OnSelChanged ( self , event ) : """Method called when selected item is changed"""
# Get the selected item object item = event . GetItem ( ) obj = self . leftPanel . model . ItemToObject ( item ) if isinstance ( obj , compass . Survey ) : l = [ 'Survey Name: %s' % obj . name , 'Survey Date: %s' % obj . date , 'Comment: %s' % obj . comment , 'Team: %s' % ', ' . join ( obj . team ) , 'Surveyed Foot...
def parse_route_name_and_version ( route_repr ) : """Parse a route representation string and return the route name and version number . : param route _ repr : Route representation string . : return : A tuple containing route name and version number ."""
if ':' in route_repr : route_name , version = route_repr . split ( ':' , 1 ) try : version = int ( version ) except ValueError : raise ValueError ( 'Invalid route representation: {}' . format ( route_repr ) ) else : route_name = route_repr version = 1 return route_name , version
def got_scheduler_module_type_defined ( self , module_type ) : """Check if a module type is defined in one of the schedulers : param module _ type : module type to search for : type module _ type : str : return : True if mod _ type is found else False : rtype : bool TODO : Factorize it with got _ broker _...
for scheduler_link in self . schedulers : for module in scheduler_link . modules : if module . is_a_module ( module_type ) : return True return False
def fix_config ( self , options ) : """Fixes the options , if necessary . I . e . , it adds all required elements to the dictionary . : param options : the options to fix : type options : dict : return : the ( potentially ) fixed options : rtype : dict"""
options = super ( ROC , self ) . fix_config ( options ) opt = "class_index" if opt not in options : options [ opt ] = [ 0 ] if opt not in self . help : self . help [ opt ] = "The list of 0-based class-label indices to display (list)." opt = "key_loc" if opt not in options : options [ opt ] = "lower right" i...
def contrast ( self , level ) : """Switches the display contrast to the desired level , in the range 0-255 . Note that setting the level to a low ( or zero ) value will not necessarily dim the display to nearly off . In other words , this method is * * NOT * * suitable for fade - in / out animation . : para...
assert ( 0 <= level <= 255 ) self . command ( self . _const . SETCONTRAST , level )
def watch_transient_file ( self , filename , mask , proc_class ) : """Watch a transient file , which will be created and deleted frequently over time ( e . g . pid file ) . @ attention : Currently under the call to this function it is not possible to correctly watch the events triggered into the same base d...
dirname = os . path . dirname ( filename ) if dirname == '' : return { } # Maintains coherence with add _ watch ( ) basename = os . path . basename ( filename ) # Assuming we are watching at least for IN _ CREATE and IN _ DELETE mask |= IN_CREATE | IN_DELETE def cmp_name ( event ) : if getattr ( event , 'na...
def full_name ( self ) : """Fully - qualified name used in taskqueues / tasks APIs"""
if self . _full_name is None : self . _full_name = 'projects/{project}/taskqueues/{taskqueue}' . format ( project = self . project , taskqueue = self . id ) return self . _full_name
def get_next_step ( self ) : """Find the proper step when user clicks the Next button . : returns : The step to be switched to : rtype : WizardStep instance or None"""
if self . selected_purpose ( ) == layer_purpose_aggregation : new_step = self . parent . step_kw_field else : new_step = self . parent . step_kw_subcategory return new_step
def delete_metadata_for_node ( self , node , keys = None ) : """Deletes metadata items specified by the ' keys ' parameter for the specified node . If no value for ' keys ' is provided , all metadata is deleted ."""
return self . manager . delete_metadata ( self , keys = keys , node = node )
def _configure_injector ( self , modules ) : """Create the injector and install the modules . There is a necessary order of calls . First we have to bind ` Config ` and ` Zsl ` , then we need to register the app into the global stack and then we can install all other modules , which can use ` Zsl ` and ` Conf...
self . _register ( ) self . _create_injector ( ) self . _bind_core ( ) self . _bind_modules ( modules ) self . logger . debug ( "Injector configuration with modules {0}." . format ( modules ) ) self . _dependencies_initialized = True
def random_flip ( sequence , rnum = None ) : """Flip a sequence direction with 0.5 probability"""
randin = rnum if not randin : randin = RandomSource ( ) if randin . random ( ) < 0.5 : return rc ( sequence ) return sequence
def lint ( filename , lines , config ) : """Lints a file . Args : filename : string : filename to lint . lines : list [ int ] | None : list of lines that we want to capture . If None , then all lines will be captured . config : dict [ string : linter ] : mapping from extension to a linter function . R...
_ , ext = os . path . splitext ( filename ) if ext in config : output = collections . defaultdict ( list ) for linter in config [ ext ] : linter_output = linter ( filename , lines ) for category , values in linter_output [ filename ] . items ( ) : output [ category ] . extend ( value...
def package_to_directory ( package_path : str ) -> str : """Translate a package / path specification into a real file system pathname . : param package _ path : a package name or a package / path specification like ` ` package . subpackage / directory / subdirectory ` ` : return : the translated path name :...
if '/' in package_path : pkgname , subpath = package_path . split ( '/' , 1 ) else : pkgname , subpath = package_path , '' module = import_module ( pkgname ) path = Path ( module . __spec__ . origin ) . parent / subpath if path . exists ( ) : if path . is_dir ( ) : return str ( path ) else : ...
def save_coef ( scoef , filename ) : """Saves ScalarCoeffs object ' scoef ' to file . The first line of the file has the max number N and the max number M of the scoef structure separated by a comma . The remaining lines have the form 3.14 , 2.718 The first number is the real part of the mode and the second...
nmax = scoef . nmax mmax = scoef . mmax frmstr = "{0:.16e},{1:.16e}\n" L = ( nmax + 1 ) + mmax * ( 2 * nmax - mmax + 1 ) ; with open ( filename , 'w' ) as f : f . write ( "{0},{1}\n" . format ( nmax , mmax ) ) for n in xrange ( 0 , L ) : f . write ( frmstr . format ( scoef . _vec [ n ] . real , scoef . ...
def get ( self , endpoint : str , ** kwargs ) -> dict : """HTTP GET operation to API endpoint ."""
return self . _request ( 'GET' , endpoint , ** kwargs )
def get_action_arguments ( self , service_name , action_name ) : """Returns a list of tuples with all known arguments for the given service - and action - name combination . The tuples contain the argument - name , direction and data _ type ."""
return self . services [ service_name ] . actions [ action_name ] . info
def from_keys ( cls , keys , loader_func , type_hint = None ) : """Factory method for ` LazyLoadedDict ` Accepts a ` ` loader _ func ` ` that is to be applied to all ` ` keys ` ` . : param keys : List of keys to create the dictionary with : type keys : iterable : param loader _ func : Function to be applied...
return cls ( { k : LazyLoadedValue ( lambda k = k : loader_func ( k ) , type_hint = type_hint ) for k in keys } )
def arg_list ( self , ending_char = TokenTypes . RPAREN ) : """arglist : expression , arglist arglist : expression arglist :"""
args = [ ] while not self . cur_token . type == ending_char : args . append ( self . expression ( ) ) if self . cur_token . type == TokenTypes . COMMA : self . eat ( TokenTypes . COMMA ) return args
def to_tgt ( self ) : """Returns the native format of an AS _ REP message and the sessionkey in EncryptionKey native format"""
enc_part = EncryptedData ( { 'etype' : 1 , 'cipher' : b'' } ) tgt_rep = { } tgt_rep [ 'pvno' ] = krb5_pvno tgt_rep [ 'msg-type' ] = MESSAGE_TYPE . KRB_AS_REP . value tgt_rep [ 'crealm' ] = self . server . realm . to_string ( ) tgt_rep [ 'cname' ] = self . client . to_asn1 ( ) [ 0 ] tgt_rep [ 'ticket' ] = Ticket . load ...
def initrd ( self , initrd ) : """Sets the initrd path for this QEMU VM . : param initrd : QEMU initrd path"""
initrd = self . manager . get_abs_image_path ( initrd ) log . info ( 'QEMU VM "{name}" [{id}] has set the QEMU initrd path to {initrd}' . format ( name = self . _name , id = self . _id , initrd = initrd ) ) if "asa" in initrd : self . project . emit ( "log.warning" , { "message" : "Warning ASA 8 is not supported by...
def from_xarray ( cls , arr : "xarray.Dataset" ) -> "Histogram1D" : """Convert form xarray . Dataset Parameters arr : The data in xarray representation"""
kwargs = { 'frequencies' : arr [ "frequencies" ] , 'binning' : arr [ "bins" ] , 'errors2' : arr [ "errors2" ] , 'overflow' : arr . attrs [ "overflow" ] , 'underflow' : arr . attrs [ "underflow" ] , 'keep_missed' : arr . attrs [ "keep_missed" ] } # TODO : Add stats return cls ( ** kwargs )
def get_structure ( element , reference = None ) : """Get the element structure : type element : : class : ` Element < hl7apy . core . Element > ` : param element : element having the given reference structure : param reference : the element structure from : func : ` load _ reference < hl7apy . load _ referen...
if reference is None : try : reference = load_reference ( element . name , element . classname , element . version ) except ( ChildNotFound , KeyError ) : raise InvalidName ( element . classname , element . name ) if not isinstance ( reference , collections . Sequence ) : raise Exception ret...
def module_ids ( self , rev = False ) : """Gets a list of module ids guaranteed to be sorted by run _ order , ignoring conn modules ( run order < 0 ) ."""
shutit_global . shutit_global_object . yield_to_draw ( ) ids = sorted ( list ( self . shutit_map . keys ( ) ) , key = lambda module_id : self . shutit_map [ module_id ] . run_order ) if rev : return list ( reversed ( ids ) ) return ids
def increment ( cls , v ) : """Increment the version number of an object number of object number string"""
if not isinstance ( v , ObjectNumber ) : v = ObjectNumber . parse ( v ) return v . rev ( v . revision + 1 )
def _finish ( self ) : """Closes and waits for subprocess to exit ."""
if self . _process . returncode is None : self . _process . stdin . flush ( ) self . _process . stdin . close ( ) self . _process . wait ( ) self . closed = True
def check_line_length ( self , splitted_line , expected_length ) : """Check if the line is correctly formated . Throw a SyntaxError if it is not ."""
if len ( splitted_line ) != expected_length : raise WrongLineFormat ( message = 'WRONG FORMATED PED LINE!' , ped_line = '\t' . join ( splitted_line ) ) return
def get_local_gb ( iLOIP , snmp_credentials ) : """Gets the maximum disk size among all disks . : param iLOIP : IP address of the server on which SNMP discovery has to be executed . : param snmp _ credentials in a dictionary having following mandatory keys . auth _ user : SNMP user auth _ protocol : Aut...
disk_sizes = _get_disksize_MiB ( iLOIP , snmp_credentials ) max_size = 0 for uuid in disk_sizes : for key in disk_sizes [ uuid ] : if int ( disk_sizes [ uuid ] [ key ] ) > max_size : max_size = int ( disk_sizes [ uuid ] [ key ] ) max_size_gb = max_size / 1024 return max_size_gb
def distributedConnectionMap ( names : List [ str ] ) -> OrderedDict : """Create a map where every node is connected every other node . Assume each key in the returned dictionary to be connected to each item in its value ( list ) . : param names : a list of node names : return : a dictionary of name - > lis...
names . sort ( ) combos = list ( itertools . combinations ( names , 2 ) ) maxPer = math . ceil ( len ( list ( combos ) ) / len ( names ) ) # maxconns = math . ceil ( len ( names ) / 2) connmap = OrderedDict ( ( n , [ ] ) for n in names ) for a , b in combos : if len ( connmap [ a ] ) < maxPer : connmap [ a ...
def update_payload ( self , fields = None ) : """Wrap submitted data within an extra dict ."""
org_payload = super ( Organization , self ) . update_payload ( fields ) payload = { u'organization' : org_payload } if 'redhat_repository_url' in org_payload : rh_repo_url = org_payload . pop ( 'redhat_repository_url' ) payload [ 'redhat_repository_url' ] = rh_repo_url return payload
def list_database_names ( self , session = None ) : """Get a list of the names of all databases on the connected server . : Parameters : - ` session ` ( optional ) : a : class : ` ~ pymongo . client _ session . ClientSession ` . . . versionadded : : 3.6"""
return [ doc [ "name" ] for doc in self . list_databases ( session , nameOnly = True ) ]
def install_deny_hook ( api ) : """Install a deny import hook for Qt api . Parameters api : str The Qt api whose import should be prevented Example > > > install _ deny _ import ( " pyqt4 " ) > > > import PyQt4 Traceback ( most recent call last ) : . . . ImportError : Import of PyQt4 is denied ."""
if api == USED_API : raise ValueError sys . meta_path . insert ( 0 , ImportHookDeny ( api ) )
async def hset ( self , name , key , value ) : """Set ` ` key ` ` to ` ` value ` ` within hash ` ` name ` ` Returns 1 if HSET created a new field , otherwise 0"""
return await self . execute_command ( 'HSET' , name , key , value )
def add_line ( self , line , source , * lineno ) : """Append one line of generated reST to the output ."""
if 'conference_scheduler.scheduler' in source : module = 'scheduler' else : module = 'resources' rst [ module ] . append ( line ) self . directive . result . append ( self . indent + line , source , * lineno )
def request ( device , response_queue , payload , timeout_s = None , poll = POLL_QUEUES ) : '''Send payload to serial device and wait for response . Parameters device : serial . Serial Serial instance . response _ queue : Queue . Queue Queue to wait for response on . payload : str or bytes Payload to ...
device . write ( payload ) if poll : # Polling enabled . Wait for response in busy loop . start = dt . datetime . now ( ) while not response_queue . qsize ( ) : if ( dt . datetime . now ( ) - start ) . total_seconds ( ) > timeout_s : raise queue . Empty ( 'No response received.' ) return...
def connect ( self ) : """Establish the connection . This is done automatically for you . If you lose the connection , you can manually run this to be re - connected ."""
self . conn = boto . connect_s3 ( self . AWS_ACCESS_KEY_ID , self . AWS_SECRET_ACCESS_KEY , debug = self . S3UTILS_DEBUG_LEVEL ) self . bucket = self . conn . get_bucket ( self . AWS_STORAGE_BUCKET_NAME ) self . k = Key ( self . bucket )
async def info ( self ) -> Optional [ JobDef ] : """All information on a job , including its result if it ' s available , does not wait for the result ."""
info = await self . result_info ( ) if not info : v = await self . _redis . get ( job_key_prefix + self . job_id , encoding = None ) if v : info = unpickle_job ( v ) if info : info . score = await self . _redis . zscore ( queue_name , self . job_id ) return info
def read_message_type ( file ) : """Read the message type from a file ."""
message_byte = file . read ( 1 ) if message_byte == b'' : return ConnectionClosed message_number = message_byte [ 0 ] return _message_types . get ( message_number , UnknownMessage )
def from_array ( array ) : """Deserialize a new Chat from a given dictionary . : return : new Chat instance . : rtype : Chat"""
if array is None or not array : return None # end if assert_type_or_raise ( array , dict , parameter_name = "array" ) from pytgbot . api_types . receivable . media import ChatPhoto from pytgbot . api_types . receivable . updates import Message data = { } data [ 'id' ] = int ( array . get ( 'id' ) ) data [ 'type' ] ...
def initialize ( self , length = None ) : """see ` ` _ _ init _ _ ` `"""
if length is None : length = len ( self . bounds ) max_i = min ( ( len ( self . bounds ) - 1 , length - 1 ) ) self . _lb = array ( [ self . bounds [ min ( ( i , max_i ) ) ] [ 0 ] if self . bounds [ min ( ( i , max_i ) ) ] [ 0 ] is not None else - np . Inf for i in xrange ( length ) ] , copy = False ) self . _ub = a...
def _clean_for_xml ( data ) : """Sanitize any user - submitted data to ensure that it can be used in XML"""
# If data is None or an empty string , don ' t bother if data : # This turns a string like " Hello . . . " into " Hello & # 8230 ; " data = data . encode ( "ascii" , "xmlcharrefreplace" ) . decode ( "ascii" ) # However it ' s still possible that there are invalid characters in the string , # so simply remov...
def get_default_cassandra_connection ( ) : """Return first default cassandra connection : return :"""
for alias , conn in get_cassandra_connections ( ) : if conn . connection . default : return alias , conn return list ( get_cassandra_connections ( ) ) [ 0 ]
def _runUnrealBuildTool ( self , target , platform , configuration , args , capture = False ) : """Invokes UnrealBuildTool with the specified parameters"""
platform = self . _transformBuildToolPlatform ( platform ) arguments = [ self . getBuildScript ( ) , target , platform , configuration ] + args if capture == True : return Utility . capture ( arguments , cwd = self . getEngineRoot ( ) , raiseOnError = True ) else : Utility . run ( arguments , cwd = self . getEn...
def calc_transition_to_state ( self , newstate ) : """Given a target state , generate the sequence of transitions that would move this state machine instance to that target state . Args : newstate : A str state name to calculate the path to . Returns : A bitarray containing the bits that would transition th...
cached_val = JTAGStateMachine . _lookup_cache . get ( ( self . state , newstate ) ) if cached_val : return cached_val if newstate not in self . states : raise ValueError ( "%s is not a valid state for this state " "machine" % newstate ) path = self . _find_shortest_path ( self . _statestr , newstate ) if not pa...
def get_subsequence ( self , resnums , new_id = None , copy_letter_annotations = True ) : """Get a subsequence as a new SeqProp object given a list of residue numbers"""
# XTODO : documentation biop_compound_list = [ ] for resnum in resnums : # XTODO can be sped up by separating into ranges based on continuous resnums feat = FeatureLocation ( resnum - 1 , resnum ) biop_compound_list . append ( feat ) if len ( biop_compound_list ) == 0 : log . debug ( 'Zero length subsequenc...
def get_doc_indices ( self ) : '''Returns np . array Integer document indices'''
if self . _document_category_df is None : return pd . np . array ( [ ] ) categories_d = { d : i for i , d in enumerate ( self . get_categories ( ) ) } return self . _document_category_df . category . apply ( categories_d . get ) . values
def get_today_ipo_data ( ) : """查询今天可以申购的新股信息 : return : 今日可申购新股列表 apply _ code申购代码 price发行价格"""
agent = "Mozilla/5.0 (Macintosh; Intel Mac OS X 10.11; rv:43.0) Gecko/20100101 Firefox/43.0" send_headers = { "Host" : "xueqiu.com" , "User-Agent" : agent , "Accept" : "application/json, text/javascript, */*; q=0.01" , "Accept-Language" : "zh-CN,zh;q=0.8,en-US;q=0.5,en;q=0.3" , "Accept-Encoding" : "deflate" , "Cache-Co...
def listDevices ( self , interface_id ) : """The CCU / Homegear asks for devices known to our XML - RPC server . We respond to that request using this method ."""
LOG . debug ( "RPCFunctions.listDevices: interface_id = %s, _devices_raw = %s" % ( interface_id , str ( self . _devices_raw ) ) ) remote = interface_id . split ( '-' ) [ - 1 ] if remote not in self . _devices_raw : self . _devices_raw [ remote ] = [ ] if self . systemcallback : self . systemcallback ( 'listDevi...
def items ( self ) : '''Return a list of tuples of all the keys and tasks'''
pairs = [ ] for key , value in self . map . items ( ) : if isinstance ( value , Shovel ) : pairs . extend ( [ ( key + '.' + k , v ) for k , v in value . items ( ) ] ) else : pairs . append ( ( key , value ) ) return sorted ( pairs )
def sockets ( self ) : """Returns the set of the sockets ."""
if self . listener is None : return self . clients else : return self . clients . union ( [ self . listener ] )
def get_access_flags_string ( value ) : """Transform an access flag field to the corresponding string : param value : the value of the access flags : type value : int : rtype : string"""
flags = [ ] for k , v in ACCESS_FLAGS . items ( ) : if ( k & value ) == k : flags . append ( v ) return " " . join ( flags )
def timestamping_validate ( data , schema ) : """Custom validation function which inserts a timestamp for when the validation occurred"""
jsonschema . validate ( data , schema ) data [ 'timestamp' ] = str ( time . time ( ) )
def failsafe_add ( _session , _instance , ** filters ) : """Add and commit a new instance in a nested transaction ( using SQL SAVEPOINT ) , gracefully handling failure in case a conflicting entry is already in the database ( which may occur due to parallel requests causing race conditions in a production envi...
if _instance in _session : # This instance is already in the session , most likely due to a # save - update cascade . SQLAlchemy will flush before beginning a # nested transaction , which defeats the purpose of nesting , so # remove it for now and add it back inside the SAVEPOINT . _session . expunge ( _instance ) ...
def main ( argv ) : """This will generate you a manifest file , and you need to modify it ! There are three category : files , untested , skipped . You can reference current manifest . json . usage : manifest _ parser . py ( GECKO LOCATION : / B2G / gecko / dom / webidl ) The generated file can then be used...
argparser = argparse . ArgumentParser ( ) argparser . add_argument ( "gecko" , help = "/B2G/gecko/dom/webidl" ) args = argparser . parse_args ( argv [ 1 : ] ) files = [ "gecko/dom/webidl/" + f for f in listdir ( args . gecko ) if isfile ( join ( args . gecko , f ) ) and f . endswith ( "webidl" ) ] files . sort ( ) with...
def evaluation_metrics ( predicted , actual , bow = True ) : """Input : predicted , actual = lists of the predicted and actual tokens bow : if true use bag of words assumption Returns : precision , recall , F1 , Levenshtein distance"""
if bow : p = set ( predicted ) a = set ( actual ) true_positive = 0 for token in p : if token in a : true_positive += 1 else : # shove actual into a hash , count up the unique occurances of each token # iterate through predicted , check which occur in actual from collections impo...
def _auth_key ( nonce , username , password ) : """Get an auth key to use for authentication ."""
digest = _password_digest ( username , password ) md5hash = hashlib . md5 ( ) md5hash . update ( "%s%s%s" % ( nonce , unicode ( username ) , digest ) ) return unicode ( md5hash . hexdigest ( ) )
def readout ( self ) : """Readout the detector ."""
elec = self . simulate_poisson_variate ( ) elec_pre = self . saturate ( elec ) elec_f = self . pre_readout ( elec_pre ) adu_r = self . base_readout ( elec_f ) adu_p = self . post_readout ( adu_r ) self . clean_up ( ) return adu_p
def cd ( i ) : """Input : { ( repo _ uoa ) - repo UOA module _ uoa - module UOA data _ uoa - data UOA or cid Output : { Output of the ' load ' function string - prepared string ' cd { path to entry } '"""
o = i . get ( 'out' , '' ) i [ 'out' ] = '' r = find ( i ) i [ 'out' ] = o if r [ 'return' ] > 0 : return r noe = r . get ( 'number_of_entries' , '' ) if noe == '' : noe = 0 if noe > 1 and o == 'con' : out ( 'CK warning: ' + str ( noe ) + ' entries found! Selecting the first one ...' ) out ( '' ) p = r ...
def matches_sample ( output , target , threshold , is_correct , actual_output ) : """Check if a sample with the given network output , target output , and threshold is the classification ( is _ correct , actual _ output ) like true positive or false negative"""
return ( bool ( output > threshold ) == bool ( target ) ) == is_correct and actual_output == bool ( output > threshold )
def idle_task ( self ) : '''called on idle'''
if self . sock is None : return try : pkt = self . sock . recv ( 10240 ) except Exception : return try : if pkt . startswith ( b'PICKLED:' ) : pkt = pkt [ 8 : ] # pickled packet try : amsg = [ pickle . loads ( pkt ) ] except pickle . UnpicklingError : ...
def getUTC ( self ) : """Returns this Datetime localized for UTC ."""
timeUTC = self . time . getUTC ( self . utcoffset ) dateUTC = Date ( round ( self . jd ) ) return Datetime ( dateUTC , timeUTC )
def get ( self , instance , ** kwargs ) : """retrieves the value of the same named field on the proxy object"""
# The default value default = self . getDefault ( instance ) # Retrieve the proxy object proxy_object = self . get_proxy ( instance ) # Return None if we could not find a proxied object , e . g . through # the proxy expression ' context . getSample ( ) ' on an AR if proxy_object is None : logger . debug ( "Expressi...
def get_common_parameters ( input_files , collection = None ) : """Gets a list of variable params that are common across all input files . If no common parameters are found , a ` ` ValueError ` ` is raised . Parameters input _ files : list of str List of input files to load . collection : str , optional ...
if collection is None : collection = "all" parameters = [ ] for fn in input_files : fp = loadfile ( fn , 'r' ) if collection == 'all' : ps = fp [ fp . samples_group ] . keys ( ) else : ps = fp . attrs [ collection ] parameters . append ( set ( ps ) ) fp . close ( ) parameters = l...
def convert ( self , pedalboard_path , system_effect = None ) : """: param Path pedalboard _ path : Path that the pedalboard has been persisted . Generally is in format ` path / to / pedalboard / name . pedalboard ` : param SystemEffect system _ effect : Effect that contains the audio interface outputs and inpu...
info = self . get_pedalboard_info ( pedalboard_path ) if system_effect is None : system_effect = self . discover_system_effect ( info ) pedalboard = Pedalboard ( info [ 'title' ] ) effects_instance = { } for effect_data in info [ 'plugins' ] : effect = self . _generate_effect ( effect_data ) pedalboard . ap...
def IsCloud ( self , request , bios_version , services ) : """Test to see if we ' re on a cloud machine ."""
if request . bios_version_regex and bios_version : if re . match ( request . bios_version_regex , bios_version ) : return True if request . service_name_regex and services : if re . search ( request . service_name_regex , services ) : return True return False
def apply_effect_expression_filters ( effects , gene_expression_dict , gene_expression_threshold , transcript_expression_dict , transcript_expression_threshold ) : """Filter collection of varcode effects by given gene and transcript expression thresholds . Parameters effects : varcode . EffectCollection gen...
if gene_expression_dict : effects = apply_filter ( lambda effect : ( gene_expression_dict . get ( effect . gene_id , 0.0 ) >= gene_expression_threshold ) , effects , result_fn = effects . clone_with_new_elements , filter_name = "Effect gene expression (min = %0.4f)" % gene_expression_threshold ) if transcript_expre...
def build ( self , tool ) : """build the project"""
tools = self . _validate_tools ( tool ) if tools == - 1 : return - 1 result = 0 for build_tool in tools : builder = ToolsSupported ( ) . get_tool ( build_tool ) # None is an error if builder is None : logger . debug ( "Tool: %s was not found" % builder ) result = - 1 continue ...
def purge_old_files ( date_time , directory_path , custom_prefix = "backup" ) : """Takes a datetime object and a directory path , runs through files in the directory and deletes those tagged with a date from before the provided datetime . If your backups have a custom _ prefix that is not the default ( " back...
for file_name in listdir ( directory_path ) : try : file_date_time = get_backup_file_time_tag ( file_name , custom_prefix = custom_prefix ) except ValueError as e : if "does not match format" in e . message : print ( "WARNING. file(s) in %s do not match naming convention." % ( direct...
def import_comments ( self , entry , comment_nodes ) : """Loops over comments nodes and import then in django _ comments ."""
for comment_node in comment_nodes : is_pingback = comment_node . find ( '{%s}comment_type' % WP_NS ) . text == PINGBACK is_trackback = comment_node . find ( '{%s}comment_type' % WP_NS ) . text == TRACKBACK title = 'Comment #%s' % ( comment_node . find ( '{%s}comment_id' % WP_NS ) . text ) self . write_o...
def post ( self , path , data = None , ** kwargs ) : """HTTP post on the node"""
if data : return ( yield from self . _compute . post ( "/projects/{}/{}/nodes/{}{}" . format ( self . _project . id , self . _node_type , self . _id , path ) , data = data , ** kwargs ) ) else : return ( yield from self . _compute . post ( "/projects/{}/{}/nodes/{}{}" . format ( self . _project . id , self . _n...
def _init_settings ( self ) : """Init setting"""
self . _show_whitespaces = False self . _tab_length = 4 self . _use_spaces_instead_of_tabs = True self . setTabStopWidth ( self . _tab_length * self . fontMetrics ( ) . width ( " " ) ) self . _set_whitespaces_flags ( self . _show_whitespaces )
def parse_data_directories ( self , directories = None , forwarded_exports_only = False , import_dllnames_only = False ) : """Parse and process the PE file ' s data directories . If the optional argument ' directories ' is given , only the directories at the specified indexes will be parsed . Such functionali...
directory_parsing = ( ( 'IMAGE_DIRECTORY_ENTRY_IMPORT' , self . parse_import_directory ) , ( 'IMAGE_DIRECTORY_ENTRY_EXPORT' , self . parse_export_directory ) , ( 'IMAGE_DIRECTORY_ENTRY_RESOURCE' , self . parse_resources_directory ) , ( 'IMAGE_DIRECTORY_ENTRY_DEBUG' , self . parse_debug_directory ) , ( 'IMAGE_DIRECTORY_...
def wait_for_setting_value ( self , section , setting , value , wait_time = 5.0 ) : """Function to wait wait _ time seconds to see a SBP _ MSG _ SETTINGS _ READ _ RESP message with a user - specified value"""
expire = time . time ( ) + wait_time ok = False while not ok and time . time ( ) < expire : settings = [ x for x in self . settings if ( x [ 0 ] , x [ 1 ] ) == ( section , setting ) ] # Check to see if the last setting has the value we want if len ( settings ) > 0 : ok = settings [ - 1 ] [ 2 ] == va...
def calculate_size ( name , expected ) : """Calculates the request payload size"""
data_size = 0 data_size += calculate_size_str ( name ) data_size += BOOLEAN_SIZE_IN_BYTES if expected is not None : data_size += calculate_size_data ( expected ) return data_size
def get_subscribers ( object_type : str ) -> List [ str ] : """Get the list of subscribers to events of the object type . Args : object _ type ( str ) : Type of object . Returns : List [ str ] , list of subscriber names ."""
return DB . get_list ( _keys . subscribers ( object_type ) )
def green ( cls , string , auto = False ) : """Color - code entire string . : param str string : String to colorize . : param bool auto : Enable auto - color ( dark / light terminal ) . : return : Class instance for colorized string . : rtype : Color"""
return cls . colorize ( 'green' , string , auto = auto )
def acquire ( self , block = True ) : """Acquire the lock . The lock will be held until it is released by calling : py : meth : ` Lock . release ` . If the lock was initialized with a ` ` ttl ` ` , then the lock will be released automatically after the given number of milliseconds . By default this method w...
while True : acquired = self . database . run_script ( 'lock_acquire' , keys = [ self . key ] , args = [ self . _lock_id , self . ttl ] ) if acquired == 1 or not block : return acquired == 1 # Perform a blocking pop on the event key . When a lock # is released , a value is pushed into the list ,...