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def _condense ( self , data ) : '''Condense by adding together all of the lists .'''
rval = { } for resolution , histogram in data . items ( ) : for value , count in histogram . items ( ) : rval [ value ] = count + rval . get ( value , 0 ) return rval
def append_seeding_induction ( self , nodes : Union [ BaseEntity , List [ BaseEntity ] , List [ Dict ] ] ) -> Seeding : """Add a seed induction method . : returns : seeding container for fluid API"""
return self . seeding . append_induction ( nodes )
def describe_volumes ( self , * volume_ids ) : """Describe available volumes ."""
volumeset = { } for pos , volume_id in enumerate ( volume_ids ) : volumeset [ "VolumeId.%d" % ( pos + 1 ) ] = volume_id query = self . query_factory ( action = "DescribeVolumes" , creds = self . creds , endpoint = self . endpoint , other_params = volumeset ) d = query . submit ( ) return d . addCallback ( self . pa...
def prime_event ( event , source , ** kwargs ) : """Returns the event ready to be triggered . If the given event is a string an Event instance is generated from it ."""
if not isinstance ( event , Event ) : event = Event ( event , source = source , ** kwargs ) return event
def GET_AUTH ( self , courseid ) : # pylint : disable = arguments - differ """GET request"""
course , _ = self . get_course_and_check_rights ( courseid ) return self . page ( course )
def _parseExpression ( self , src , returnList = False ) : """expr : term [ operator term ] *"""
src , term = self . _parseExpressionTerm ( src ) operator = None while src [ : 1 ] not in ( '' , ';' , '{' , '}' , '[' , ']' , ')' ) : for operator in self . ExpressionOperators : if src . startswith ( operator ) : src = src [ len ( operator ) : ] break else : operator = ...
def from_filepath ( filepath , strict = True , parse_ligands = False ) : '''A function to replace the old constructor call where a filename was passed in .'''
return PDB ( read_file ( filepath ) , strict = strict , parse_ligands = parse_ligands )
def update ( self ) : """Update the HVAC state ."""
self . _controller . update ( self . _id , wake_if_asleep = False ) data = self . _controller . get_climate_params ( self . _id ) if data : if time . time ( ) - self . __manual_update_time > 60 : self . __is_auto_conditioning_on = ( data [ 'is_auto_conditioning_on' ] ) self . __is_climate_on = data ...
def endpoints ( self ) : """Get all the endpoints under this node in a tree like structure . Returns : ( tuple ) : name ( str ) : This node ' s name . endpoint ( str ) : Endpoint name relative to root . children ( list ) : ` ` child . endpoints for each child"""
children = [ item . endpoints ( ) for item in self . items ] return self . name , self . endpoint , children
def page ( self ) : """Get current page . : return int : page number"""
if not self . _page : try : self . _page = self . paginator . page ( self . query_dict . get ( 'page' , 1 ) ) except InvalidPage : raise HttpError ( "Invalid page" , status = HTTP_400_BAD_REQUEST ) return self . _page
def _provision_network ( self , port_id , net_uuid , network_type , physical_network , segmentation_id ) : """Provision the network with the received information ."""
LOG . info ( "Provisioning network %s" , net_uuid ) vswitch_name = self . _get_vswitch_name ( network_type , physical_network ) vswitch_map = { 'network_type' : network_type , 'vswitch_name' : vswitch_name , 'ports' : [ ] , 'vlan_id' : segmentation_id } self . _network_vswitch_map [ net_uuid ] = vswitch_map
def get_extract_method ( path ) : """Returns ` ExtractMethod ` to use on resource at path . Cannot be None ."""
info_path = _get_info_path ( path ) info = _read_info ( info_path ) fname = info . get ( 'original_fname' , path ) if info else path return _guess_extract_method ( fname )
def scatter_single ( ax , Y , * args , ** kwargs ) : """Plot scatter plot of data . Parameters ax : matplotlib . axis Axis to plot on . Y : np . array Data array , data to be plotted needs to be in the first two columns ."""
if 's' not in kwargs : kwargs [ 's' ] = 2 if Y . shape [ 0 ] > 500 else 10 if 'edgecolors' not in kwargs : kwargs [ 'edgecolors' ] = 'face' ax . scatter ( Y [ : , 0 ] , Y [ : , 1 ] , ** kwargs , rasterized = settings . _vector_friendly ) ax . set_xticks ( [ ] ) ax . set_yticks ( [ ] )
def save_publication ( pub ) : """Save ` pub ` into database and into proper indexes . Attr : pub ( obj ) : Instance of the : class : ` . DBPublication ` . Returns : obj : : class : ` . DBPublication ` without data . Raises : InvalidType : When the ` pub ` is not instance of : class : ` . DBPublication ...
_assert_obj_type ( pub ) _get_handler ( ) . store_object ( pub ) return pub . to_comm ( light_request = True )
def fromScratch ( self ) : """Start a fresh experiment , from scratch . Returns ` self ` ."""
assert ( not os . path . lexists ( self . latestLink ) or os . path . islink ( self . latestLink ) ) self . rmR ( self . latestLink ) return self
def _apply_mask ( self , p , mat ) : """Create ( if necessary ) and apply the mask to the given matrix mat ."""
mask = p . mask ms = p . mask_shape if ms is not None : mask = ms ( x = p . x + p . size * ( ms . x * np . cos ( p . orientation ) - ms . y * np . sin ( p . orientation ) ) , y = p . y + p . size * ( ms . x * np . sin ( p . orientation ) + ms . y * np . cos ( p . orientation ) ) , orientation = ms . orientation + p...
def sanitize_host ( host ) : '''Sanitize host string . https : / / tools . ietf . org / html / rfc1123 # section - 2.1'''
RFC952_characters = ascii_letters + digits + ".-" return "" . join ( [ c for c in host [ 0 : 255 ] if c in RFC952_characters ] )
def consume_results ( self ) : # pylint : disable = too - many - branches """Handle results waiting in waiting _ results list . Check ref will call consume result and update their status : return : None"""
# All results are in self . waiting _ results # We need to get them first queue_size = self . waiting_results . qsize ( ) for _ in range ( queue_size ) : self . manage_results ( self . waiting_results . get ( ) ) # Then we consume them for chk in list ( self . checks . values ( ) ) : if chk . status == ACT_STAT...
def get_default_config_file ( argparser , suppress = None , default_override = None ) : """Turn an ArgumentParser into a ConfigObj compatible configuration file . This method will take the given argparser , and loop over all options contained . The configuration file is formatted as follows : # < option help ...
if not suppress : suppress = [ ] if not default_override : default_override = { } lines = [ ] seen_arguments = [ ] for arg in argparser . _actions : if arg . dest in suppress : continue if arg . dest in seen_arguments : continue default = arg . default if arg . dest in default_ov...
def delete ( self ) : """Deletes the Indicator / Group / Victim or Security Label"""
if not self . can_delete ( ) : self . _tcex . handle_error ( 915 , [ self . type ] ) return self . tc_requests . delete ( self . api_type , self . api_sub_type , self . unique_id , owner = self . owner )
def invoke ( * args , ** kwargs ) : """Invokes a command callback in exactly the way it expects . There are two ways to invoke this method : 1 . the first argument can be a callback and all other arguments and keyword arguments are forwarded directly to the function . 2 . the first argument is a click comma...
self , callback = args [ : 2 ] ctx = self # It ' s also possible to invoke another command which might or # might not have a callback . In that case we also fill # in defaults and make a new context for this command . if isinstance ( callback , Command ) : other_cmd = callback callback = other_cmd . callback ...
def has_reg ( self , reg_name ) : """Check if a register is used in the instruction ."""
return any ( operand . has_reg ( reg_name ) for operand in self . operands )
def simulate_list ( nwords = 16 , nrec = 10 , ncats = 4 ) : """A function to simulate a list"""
# load wordpool wp = pd . read_csv ( 'data/cut_wordpool.csv' ) # get one list wp = wp [ wp [ 'GROUP' ] == np . random . choice ( list ( range ( 16 ) ) , 1 ) [ 0 ] ] . sample ( 16 ) wp [ 'COLOR' ] = [ [ int ( np . random . rand ( ) * 255 ) for i in range ( 3 ) ] for i in range ( 16 ) ]
def complete_node ( arg ) : """Complete node hostname This function is currently a bit special as it looks in the config file for a command to use to complete a node hostname from an external system . It is configured by setting the config attribute " complete _ node _ cmd " to a shell command . The strin...
# get complete command from config try : cmd = cfg . get ( 'global' , 'complete_node_cmd' ) except configparser . NoOptionError : return [ '' , ] cmd = re . sub ( '%search_string%' , pipes . quote ( arg ) , cmd ) args = shlex . split ( cmd ) p = subprocess . Popen ( args , stdout = subprocess . PIPE ) res , err...
def selector_to_xpath ( cls , selector , xmlns = None ) : """convert a css selector into an xpath expression . xmlns is option single - item dict with namespace prefix and href"""
selector = selector . replace ( ' .' , ' *.' ) if selector [ 0 ] == '.' : selector = '*' + selector log . debug ( selector ) if '#' in selector : selector = selector . replace ( '#' , '*#' ) log . debug ( selector ) if xmlns is not None : prefix = list ( xmlns . keys ( ) ) [ 0 ] href = xmlns [ p...
def pack ( self , ** kw ) : """Pack a widget in the parent widget . : param after : pack it after you have packed widget : type after : widget : param anchor : position anchor according to given direction ( " n " , " s " , " e " , " w " or combinations ) : type anchor : str : param before : pack it befo...
ttk . Scrollbar . pack ( self , ** kw ) try : self . _pack_kw = self . pack_info ( ) except TypeError : # bug in some tkinter versions self . _pack_kw = self . _get_info ( "pack" ) self . _layout = 'pack'
def encode_list ( data , encoding = None , errors = 'strict' , keep = False , preserve_dict_class = False , preserve_tuples = False ) : '''Encode all string values to bytes'''
rv = [ ] for item in data : if isinstance ( item , list ) : item = encode_list ( item , encoding , errors , keep , preserve_dict_class , preserve_tuples ) elif isinstance ( item , tuple ) : item = encode_tuple ( item , encoding , errors , keep , preserve_dict_class ) if preserve_tuples else enco...
def confd_state_loaded_data_models_data_model_namespace ( self , ** kwargs ) : """Auto Generated Code"""
config = ET . Element ( "config" ) confd_state = ET . SubElement ( config , "confd-state" , xmlns = "http://tail-f.com/yang/confd-monitoring" ) loaded_data_models = ET . SubElement ( confd_state , "loaded-data-models" ) data_model = ET . SubElement ( loaded_data_models , "data-model" ) name_key = ET . SubElement ( data...
def add ( self , years = 0 , months = 0 , weeks = 0 , days = 0 , hours = 0 , minutes = 0 , seconds = 0 , microseconds = 0 , ) : # type : ( int , int , int , int , int , int , int ) - > DateTime """Add a duration to the instance . If we ' re adding units of variable length ( i . e . , years , months ) , move for...
units_of_variable_length = any ( [ years , months , weeks , days ] ) current_dt = datetime . datetime ( self . year , self . month , self . day , self . hour , self . minute , self . second , self . microsecond , ) if not units_of_variable_length : offset = self . utcoffset ( ) if offset : current_dt = ...
def _connect ( self ) : """Connect to the serial port ."""
try : while True : _LOGGER . info ( 'Trying to connect to %s' , self . port ) try : yield from serial_asyncio . create_serial_connection ( self . loop , lambda : self . protocol , self . port , self . baud ) return except serial . SerialException : _LOGGER...
def _recordAndPrintHeadline ( self , test , error_class , artifact ) : """Record that an error - like thing occurred , and print a summary . Store ` ` artifact ` ` with the record . Return whether the test result is any sort of failure ."""
# We duplicate the errorclass handling from super rather than calling # it and monkeying around with showAll flags to keep it from printing # anything . is_error_class = False for cls , ( storage , label , is_failure ) in self . errorClasses . items ( ) : if isclass ( error_class ) and issubclass ( error_class , cl...
def _normalize ( number ) : """Normalizes a string of characters representing a phone number . This performs the following conversions : - Punctuation is stripped . - For ALPHA / VANITY numbers : - Letters are converted to their numeric representation on a telephone keypad . The keypad used here is the on...
m = fullmatch ( _VALID_ALPHA_PHONE_PATTERN , number ) if m : return _normalize_helper ( number , _ALPHA_PHONE_MAPPINGS , True ) else : return normalize_digits_only ( number )
def configure ( self , rhsm = None , repositories = None ) : """This method will configure the host0 and run the hypervisor ."""
if rhsm is not None : self . rhsm_register ( rhsm ) if repositories is not None : self . enable_repositories ( repositories ) self . create_stack_user ( ) self . deploy_hypervisor ( )
def http_signature ( message , key_id , signature ) : """Return a tuple ( message signature , HTTP header message signature ) ."""
template = ( 'Signature keyId="%(keyId)s",algorithm="hmac-sha256",' 'headers="%(headers)s",signature="%(signature)s"' ) headers = [ '(request-target)' , 'host' , 'accept' , 'date' ] return template % { 'keyId' : key_id , 'signature' : signature , 'headers' : ' ' . join ( headers ) , }
def _create_dir_path ( self , file_hash , path = None , hash_list = None ) : """Create proper filesystem paths for given ` file _ hash ` . Args : file _ hash ( str ) : Hash of the file for which the path should be created . path ( str , default None ) : Recursion argument , don ' t set this . hash _ list ...
# first , non - recursive call - parse ` file _ hash ` if hash_list is None : hash_list = list ( file_hash ) if not hash_list : raise IOError ( "Directory structure is too full!" ) # first , non - recursive call - look for subpath of ` self . path ` if not path : path = os . path . join ( self . path , hash...
def get_cursor_time ( self , project_name , logstore_name , shard_id , cursor ) : """Get cursor time from log service Unsuccessful opertaion will cause an LogException . : type project _ name : string : param project _ name : the Project name : type logstore _ name : string : param logstore _ name : the l...
headers = { 'Content-Type' : 'application/json' } params = { 'type' : 'cursor_time' , 'cursor' : cursor } resource = "/logstores/" + logstore_name + "/shards/" + str ( shard_id ) ( resp , header ) = self . _send ( "GET" , project_name , None , resource , params , headers ) return GetCursorTimeResponse ( resp , header )
def process ( self ) : """Collects , processes & reports metrics"""
if self . agent . machine . fsm . current is "wait4init" : # Test the host agent if we ' re ready to send data if self . agent . is_agent_ready ( ) : self . agent . machine . fsm . ready ( ) else : return if self . agent . can_send ( ) : self . snapshot_countdown = self . snapshot_countdown ...
def open_fast ( self ) : """Turn the device ON Fast ."""
open_command = StandardSend ( self . _address , COMMAND_LIGHT_ON_FAST_0X12_NONE , cmd2 = 0xff ) self . _send_method ( open_command , self . _open_message_received )
def command ( self ) : """This is used to write a snippet message in the status bar . A cursor is appended at the end ."""
msg = self . gui . status_message n = len ( msg ) n_cur = len ( self . cursor ) return msg [ : n - n_cur ]
def _dataframe_fields ( self ) : """Creates a dictionary of all fields to include with DataFrame . With the result of the calls to class properties changing based on the class index value , the dictionary should be regenerated every time the index is changed when the dataframe property is requested . Return...
fields_to_include = { 'adjusted_assists' : self . adjusted_assists , 'adjusted_goals' : self . adjusted_goals , 'adjusted_goals_against_average' : self . adjusted_goals_against_average , 'adjusted_goals_created' : self . adjusted_goals_created , 'adjusted_points' : self . adjusted_points , 'age' : self . age , 'assists...
def get_in_segmentlistdict ( self , process_ids = None ) : """Return a segmentlistdict mapping instrument to in segment list . If process _ ids is a sequence of process IDs , then only rows with matching IDs are included otherwise all rows are included . Note : the result is not coalesced , each segmentlist...
seglists = segments . segmentlistdict ( ) for row in self : ifos = row . instruments or ( None , ) if process_ids is None or row . process_id in process_ids : seglists . extend ( dict ( ( ifo , segments . segmentlist ( [ row . in_segment ] ) ) for ifo in ifos ) ) return seglists
def update ( self , d ) : """This function make update according provided target and the last used input vector . * * Args : * * * ` d ` : target ( float or 1 - dimensional array ) . Size depends on number of MLP outputs . * * Returns : * * * ` e ` : error used for update ( float or 1 - diemnsional arra...
# update output layer e = d - self . y error = np . copy ( e ) if self . outputs == 1 : dw = self . mu * e * self . x w = np . copy ( self . w ) [ 1 : ] else : dw = self . mu * np . outer ( e , self . x ) w = np . copy ( self . w ) [ : , 1 : ] self . w += dw # update hidden layers for l in reversed ( se...
def x_frame2D ( X , plot_limits = None , resolution = None ) : """Internal helper function for making plots , returns a set of input values to plot as well as lower and upper limits"""
assert X . shape [ 1 ] == 2 , "x_frame2D is defined for two-dimensional inputs" if plot_limits is None : xmin , xmax = X . min ( 0 ) , X . max ( 0 ) xmin , xmax = xmin - 0.2 * ( xmax - xmin ) , xmax + 0.2 * ( xmax - xmin ) elif len ( plot_limits ) == 2 : xmin , xmax = plot_limits else : raise ValueError...
def cublasDsymv ( handle , uplo , n , alpha , A , lda , x , incx , beta , y , incy ) : """Matrix - vector product for real symmetric matrix ."""
status = _libcublas . cublasDsymv_v2 ( handle , _CUBLAS_FILL_MODE [ uplo ] , n , ctypes . byref ( ctypes . c_double ( alpha ) ) , int ( A ) , lda , int ( x ) , incx , ctypes . byref ( ctypes . c_double ( beta ) ) , int ( y ) , incy ) cublasCheckStatus ( status )
def check_solver ( self , image_x , image_y , kwargs_lens ) : """returns the precision of the solver to match the image position : param kwargs _ lens : full lens model ( including solved parameters ) : param image _ x : point source in image : param image _ y : point source in image : return : precision of...
source_x , source_y = self . _lensModel . ray_shooting ( image_x , image_y , kwargs_lens ) dist = np . sqrt ( ( source_x - source_x [ 0 ] ) ** 2 + ( source_y - source_y [ 0 ] ) ** 2 ) return dist
def input_validation ( group_idx , a , size = None , order = 'C' , axis = None , ravel_group_idx = True , check_bounds = True ) : """Do some fairly extensive checking of group _ idx and a , trying to give the user as much help as possible with what is wrong . Also , convert ndim - indexing to 1d indexing ."""
if not isinstance ( a , ( int , float , complex ) ) : a = np . asanyarray ( a ) group_idx = np . asanyarray ( group_idx ) if not np . issubdtype ( group_idx . dtype , np . integer ) : raise TypeError ( "group_idx must be of integer type" ) # This check works for multidimensional indexing as well if check_bounds...
def read ( self , file_or_filename ) : """Returns a case from a version 30 PSS / E raw file . @ param file _ or _ filename : File name or file like object with PSS / E data @ return : Case object"""
t0 = time . time ( ) self . init ( ) if isinstance ( file_or_filename , basestring ) : fname = os . path . basename ( file_or_filename ) logger . info ( "Loading PSS/E Raw file [%s]." % fname ) file = None try : file = open ( file_or_filename , "rb" ) except : logger . error ( "Error...
def get_raw_index ( self , i ) : """Get index into base array ' s raw data , given the index into this segment"""
if self . is_indexed : return int ( self . order [ i ] ) if self . data . base is None : return int ( i ) return int ( self . data_start - self . base_start + i )
def pack ( self , message_type , client_id , client_storage , args , kwargs ) : """Packs a message"""
return pickle . dumps ( ( message_type , client_id , client_storage , args , kwargs ) , protocol = 2 )
def feed ( self , data_len , feed_time = None ) : '''Update the bandwidth meter . Args : data _ len ( int ) : The number of bytes transfered since the last call to : func : ` feed ` . feed _ time ( float ) : Current time .'''
self . _bytes_transferred += data_len self . _collected_bytes_transferred += data_len time_now = feed_time or time . time ( ) time_diff = time_now - self . _last_feed_time if time_diff < self . _sample_min_time : return self . _last_feed_time = time . time ( ) if data_len == 0 and time_diff >= self . _stall_time : ...
def create_repo ( self , repo_name = None , feed = None , envs = [ ] , checksum_type = "sha256" , query = '/repositories/' ) : """` repo _ name ` - Name of repository to create ` feed ` - Repo URL to feed from ` checksum _ type ` - Used for generating meta - data Create repository in specified environments , ...
data = { 'display_name' : repo_name , 'notes' : { '_repo-type' : 'rpm-repo' , } } juicer . utils . Log . log_debug ( "Create Repo: %s" , repo_name ) for env in envs : if juicer . utils . repo_exists_p ( repo_name , self . connectors [ env ] , env ) : juicer . utils . Log . log_info ( "repo `%s` already exis...
def get_audits ( ) : """Get OS hardening access audits . : returns : dictionary of audits"""
audits = [ ] settings = utils . get_settings ( 'os' ) # Remove write permissions from $ PATH folders for all regular users . # This prevents changing system - wide commands from normal users . path_folders = { '/usr/local/sbin' , '/usr/local/bin' , '/usr/sbin' , '/usr/bin' , '/bin' } extra_user_paths = settings [ 'envi...
def get_branch_refs ( self , scope_path , project = None , include_deleted = None , include_links = None ) : """GetBranchRefs . Get branch hierarchies below the specified scopePath : param str scope _ path : Full path to the branch . Default : $ / Examples : $ / , $ / MyProject , $ / MyProject / SomeFolder . ...
route_values = { } if project is not None : route_values [ 'project' ] = self . _serialize . url ( 'project' , project , 'str' ) query_parameters = { } if scope_path is not None : query_parameters [ 'scopePath' ] = self . _serialize . query ( 'scope_path' , scope_path , 'str' ) if include_deleted is not None : ...
def is_valid ( self ) : """Test if the matrix is positive definite Hermitian . If the matrix decomposition is available , this test checks if all eigenvalues are positive . Otherwise , the test tries to calculate a Cholesky decomposition , which can be very time - consuming for large matrices . Sparse mat...
# Lazy import to improve ` import odl ` time import scipy . sparse if scipy . sparse . isspmatrix ( self . matrix ) : raise NotImplementedError ( 'validation not supported for sparse ' 'matrices' ) elif self . _eigval is not None : return np . all ( np . greater ( self . _eigval , 0 ) ) else : try : ...
def is_app ( command , * app_names , ** kwargs ) : """Returns ` True ` if command is call to one of passed app names ."""
at_least = kwargs . pop ( 'at_least' , 0 ) if kwargs : raise TypeError ( "got an unexpected keyword argument '{}'" . format ( kwargs . keys ( ) ) ) if len ( command . script_parts ) > at_least : return command . script_parts [ 0 ] in app_names return False
def camel_to_snake_case ( camel_input ) : '''Converts camelCase ( or CamelCase ) to snake _ case . From https : / / codereview . stackexchange . com / questions / 185966 / functions - to - convert - camelcase - strings - to - snake - case : param str camel _ input : The camelcase or CamelCase string to convert ...
res = camel_input [ 0 ] . lower ( ) for i , letter in enumerate ( camel_input [ 1 : ] , 1 ) : if letter . isupper ( ) : if camel_input [ i - 1 ] . islower ( ) or ( i != len ( camel_input ) - 1 and camel_input [ i + 1 ] . islower ( ) ) : res += '_' res += letter . lower ( ) return res
def get_selected_tab ( self ) : """Returns the tab specific by the GET request parameter . In the event that there is no GET request parameter , the value of the query parameter is invalid , or the tab is not allowed / enabled , the return value of this function is None ."""
selected = self . request . GET . get ( self . param_name , None ) if selected : try : tab_group , tab_name = selected . split ( SEPARATOR ) except ValueError : return None if tab_group == self . get_id ( ) : self . _selected = self . get_tab ( tab_name ) return self . _selected
def view ( self , repo ) : """View repository information"""
status = "{0}disabled{1}" . format ( self . meta . color [ "RED" ] , self . meta . color [ "ENDC" ] ) self . form [ "Status:" ] = status self . form [ "Default:" ] = "no" if repo in self . meta . default_repositories : self . form [ "Default:" ] = "yes" if ( repo in self . meta . repositories and os . path . isfile...
def register_frame_to_skip ( cls , file_name , function_name , line_number = None ) : """Registers a function name to skip when walking the stack . The ABSLLogger sometimes skips method calls on the stack to make the log messages meaningful in their appropriate context . This method registers a function from ...
if line_number is not None : cls . _frames_to_skip . add ( ( file_name , function_name , line_number ) ) else : cls . _frames_to_skip . add ( ( file_name , function_name ) )
def StartingKey ( self , evt ) : """If the editor is enabled by pressing keys on the grid , this will be called to let the editor do something about that first key if desired ."""
key = evt . GetKeyCode ( ) ch = None if key in [ wx . WXK_NUMPAD0 , wx . WXK_NUMPAD1 , wx . WXK_NUMPAD2 , wx . WXK_NUMPAD3 , wx . WXK_NUMPAD4 , wx . WXK_NUMPAD5 , wx . WXK_NUMPAD6 , wx . WXK_NUMPAD7 , wx . WXK_NUMPAD8 , wx . WXK_NUMPAD9 ] : ch = ch = chr ( ord ( '0' ) + key - wx . WXK_NUMPAD0 ) elif key < 256 and k...
def get_cursor_position ( self ) : """Returns the terminal ( row , column ) of the cursor 0 - indexed , like blessings cursor positions"""
# TODO would this be cleaner as a parameter ? in_stream = self . in_stream query_cursor_position = u"\x1b[6n" self . write ( query_cursor_position ) def retrying_read ( ) : while True : try : c = in_stream . read ( 1 ) if c == '' : raise ValueError ( "Stream should be...
def _send ( self , messages ) : """A helper method that does the actual sending ."""
if len ( messages ) == 1 : to_send = self . _build_message ( messages [ 0 ] ) if to_send is False : # The message was missing recipients . # Bail . return False else : pm_messages = list ( map ( self . _build_message , messages ) ) pm_messages = [ m for m in pm_messages if m ] if len ( p...
def elements ( self ) : """Return the identifier ' s elements as tuple ."""
offset = self . EXTRA_DIGITS if offset : return ( self . _id [ : offset ] , self . company_prefix , self . _reference , self . check_digit ) else : return ( self . company_prefix , self . _reference , self . check_digit )
def build_report ( self , op_file , tpe = 'md' ) : """create a report showing all project details"""
if tpe == 'md' : res = self . get_report_md ( ) elif tpe == 'rst' : res = self . get_report_rst ( ) elif tpe == 'html' : res = self . get_report_html ( ) else : res = 'Unknown report type passed to project.build_report' with open ( op_file , 'w' ) as f : f . write ( res )
def get_timestats_str ( unixtime_list , newlines = 1 , full = True , isutc = True ) : r"""Args : unixtime _ list ( list ) : newlines ( bool ) : Returns : str : timestat _ str CommandLine : python - m utool . util _ time - - test - get _ timestats _ str Example : > > > # ENABLE _ DOCTEST > > > from...
import utool as ut datetime_stats = get_timestats_dict ( unixtime_list , full = full , isutc = isutc ) timestat_str = ut . repr4 ( datetime_stats , newlines = newlines ) return timestat_str
def margin_rate ( self ) : """[ float ] 合约最低保证金率 ( 期货专用 )"""
try : return self . __dict__ [ "margin_rate" ] except ( KeyError , ValueError ) : raise AttributeError ( "Instrument(order_book_id={}) has no attribute 'margin_rate' " . format ( self . order_book_id ) )
def create_email ( filepaths , collection_name ) : """Create an email message object which implements the email . message . Message interface and which has the files to be shared uploaded to min . us and links placed in the message body ."""
gallery = minus . CreateGallery ( ) if collection_name is not None : gallery . SaveGallery ( collection_name ) interface = TerminalInterface ( ) interface . new_section ( ) interface . message ( 'Uploading files to http://min.us/m%s...' % ( gallery . reader_id , ) ) item_map = { } for path in filepaths : interf...
def sort ( self , key , by = None , external = None , offset = 0 , limit = None , order = None , alpha = False , store_as = None ) : """Returns or stores the elements contained in the list , set or sorted set at key . By default , sorting is numeric and elements are compared by their value interpreted as double...
if order and order not in [ b'ASC' , b'DESC' , 'ASC' , 'DESC' ] : raise ValueError ( 'invalid sort order "{}"' . format ( order ) ) command = [ b'SORT' , key ] if by : command += [ b'BY' , by ] if external and isinstance ( external , list ) : for entry in external : command += [ b'GET' , entry ] eli...
def save_index ( self , filename ) : '''Save the current Layout ' s index to a . json file . Args : filename ( str ) : Filename to write to . Note : At the moment , this won ' t serialize directory - specific config files . This means reconstructed indexes will only work properly in cases where there aren...
data = { } for f in self . files . values ( ) : entities = { v . entity . id : v . value for k , v in f . tags . items ( ) } data [ f . path ] = { 'domains' : f . domains , 'entities' : entities } with open ( filename , 'w' ) as outfile : json . dump ( data , outfile )
def handler ( event , context ) : # pylint : disable = W0613 """Historical security group event differ . Listens to the Historical current table and determines if there are differences that need to be persisted in the historical record ."""
# De - serialize the records : records = deserialize_records ( event [ 'Records' ] ) for record in records : process_dynamodb_differ_record ( record , CurrentVPCModel , DurableVPCModel )
def getPrefixDirectories ( self , engineRoot , delimiter = ' ' ) : """Returns the list of prefix directories for this library , joined using the specified delimiter"""
return delimiter . join ( self . resolveRoot ( self . prefixDirs , engineRoot ) )
def cli ( ctx , group_id , users = None ) : """Update the group ' s membership Output : dictionary of group information"""
return ctx . gi . groups . update_membership ( group_id , users = users )
def _open_tracing_interface ( self , connection_id , callback ) : """Enable the tracing interface for this IOTile device Args : connection _ id ( int ) : The unique identifier for the connection callback ( callback ) : Callback to be called when this command finishes callback ( conn _ id , adapter _ id , su...
try : context = self . connections . get_context ( connection_id ) except ArgumentError : callback ( connection_id , self . id , False , "Could not find connection information" ) return self . _logger . info ( "Attempting to enable tracing" ) self . connections . begin_operation ( connection_id , 'open_inte...
def baffle_thickness ( Dshell , L_unsupported , service = 'C' ) : r'''Determines the thickness of baffles and support plates in TEMA HX [1 ] _ . Applies to latitudinal baffles along the diameter of the HX , but not longitudinal baffles parallel to the tubes . Parameters Dshell : float Shell inner diameter...
if Dshell < 0.381 : j = 0 elif 0.381 <= Dshell < 0.737 : j = 1 elif 0.737 <= Dshell < 0.991 : j = 2 elif 0.991 <= Dshell < 1.524 : j = 3 else : j = 4 if service == 'R' : if L_unsupported <= 0.61 : i = 0 elif 0.61 < L_unsupported <= 0.914 : i = 1 elif 0.914 < L_unsupported...
def select ( cls , * args , ** kwargs ) : """Support read slaves ."""
query = super ( Model , cls ) . select ( * args , ** kwargs ) query . database = cls . _get_read_database ( ) return query
def subprocess_check_output ( * args , cwd = None , env = None , stderr = False ) : """Run a command and capture output : param * args : List of command arguments : param cwd : Current working directory : param env : Command environment : param stderr : Read on stderr : returns : Command output"""
if stderr : proc = yield from asyncio . create_subprocess_exec ( * args , stderr = asyncio . subprocess . PIPE , cwd = cwd , env = env ) output = yield from proc . stderr . read ( ) else : proc = yield from asyncio . create_subprocess_exec ( * args , stdout = asyncio . subprocess . PIPE , cwd = cwd , env = ...
def loadFile ( self , fileName : str = None ) : """Overload this method with applet specific code that can make sense of the passed ` ` fileName ` ` argument . In many case this will literally mean a file name , but could equally well be a URL ( eg . ` ` QWebView ` ` based applets ) or any other resource de...
msg = ( 'The <b>{}</b> applet has not implemented the ' '<b>LoadFile</b> method' ) self . qteLogger . info ( msg . format ( self . qteAppletSignature ( ) ) )
def on_event_pre ( self , e : Event ) -> None : """Set values set on browser before calling event listeners ."""
super ( ) . on_event_pre ( e ) ct_msg = e . init . get ( 'currentTarget' , dict ( ) ) if e . type in ( 'input' , 'change' ) : # Update user inputs if self . type . lower ( ) == 'checkbox' : self . _set_attribute ( 'checked' , ct_msg . get ( 'checked' ) ) elif self . type . lower ( ) == 'radio' : ...
def execute_tool ( self , stream , interval ) : """Executes the stream ' s tool over the given time interval : param stream : the stream reference : param interval : the time interval : return : None"""
if interval . end > self . up_to_timestamp : raise ValueError ( 'The stream is not available after ' + str ( self . up_to_timestamp ) + ' and cannot be calculated' ) required_intervals = TimeIntervals ( [ interval ] ) - stream . calculated_intervals if not required_intervals . is_empty : for interval in require...
def install_cmd ( argv ) : '''Use Pythonz to download and build the specified Python version'''
installer = InstallCommand ( ) options , versions = installer . parser . parse_args ( argv ) if len ( versions ) != 1 : installer . parser . print_help ( ) sys . exit ( 1 ) else : try : actual_installer = PythonInstaller . get_installer ( versions [ 0 ] , options ) return actual_installer . ...
def parameter_blocks ( self ) : '''Compute the size ( in 512B blocks ) of the parameter section .'''
bytes = 4. + sum ( g . binary_size ( ) for g in self . groups . values ( ) ) return int ( np . ceil ( bytes / 512 ) )
def write_toplevel ( self ) : """Traverse a template structure for module - level directives and generate the start of module - level code ."""
inherit = [ ] namespaces = { } module_code = [ ] self . compiler . pagetag = None class FindTopLevel ( object ) : def visitInheritTag ( s , node ) : inherit . append ( node ) def visitNamespaceTag ( s , node ) : namespaces [ node . name ] = node def visitPageTag ( s , node ) : self ....
def from_image_to_file ( img_path , file_path ) : """Expects images created by from _ from _ file _ to _ image"""
img = Image . open ( img_path ) data = numpy . array ( img ) data = numpy . reshape ( data , len ( img . getdata ( ) ) * 3 ) to_remove = data [ len ( data ) - 1 ] data = numpy . delete ( data , xrange ( len ( data ) - to_remove , len ( data ) ) ) data . tofile ( file_path )
def get_industry ( symbol ) : '''Uses BeautifulSoup to scrape stock industry from Yahoo ! Finance website'''
url = 'http://finance.yahoo.com/q/pr?s=%s+Profile' % symbol soup = BeautifulSoup ( urlopen ( url ) . read ( ) ) try : industry = soup . find ( 'td' , text = 'Industry:' ) . find_next_sibling ( ) . string . encode ( 'utf-8' ) except : industry = '' return industry
def get_result_figure ( result , show_title = False , title = None , show_inset = True , plot_fold_enrichment = False , width = 800 , height = 350 , font_size = 24 , margin = None , font_family = 'Computer Modern Roman, serif' , score_color = 'rgb(0,109,219)' , enrichment_color = 'rgb(219,109,0)' , cutoff_color = 'rgba...
assert isinstance ( result , mHGResult ) assert isinstance ( show_title , bool ) if title is not None : assert isinstance ( title , ( str , _oldstr ) ) assert isinstance ( show_inset , bool ) assert isinstance ( plot_fold_enrichment , bool ) assert isinstance ( font_family , ( str , _oldstr ) ) assert isinstance ( ...
def parse_args ( args ) : """Parse command line parameters Args : args ( [ str ] ) : Command line parameters as list of strings Returns : : obj : ` argparse . Namespace ` : command line parameters namespace"""
parser = argparse . ArgumentParser ( description = "Imports GramVaani data for Deep Speech" ) parser . add_argument ( "--version" , action = "version" , version = "GramVaaniImporter {ver}" . format ( ver = __version__ ) , ) parser . add_argument ( "-v" , "--verbose" , action = "store_const" , required = False , help = ...
def postinit ( self , expr = None , globals = None , locals = None ) : """Do some setup after initialisation . : param expr : The expression to be executed . : type expr : NodeNG or None : param globals : The globals dictionary to execute with . : type globals : NodeNG or None : param locals : The locals ...
self . expr = expr self . globals = globals self . locals = locals
def isomap ( geom , n_components = 8 , eigen_solver = 'auto' , random_state = None , path_method = 'auto' , distance_matrix = None , graph_distance_matrix = None , centered_matrix = None , solver_kwds = None ) : """Parameters geom : a Geometry object from megaman . geometry . geometry n _ components : integer ,...
# Step 1 : use geometry to calculate the distance matrix if ( ( distance_matrix is None ) and ( centered_matrix is None ) ) : if geom . adjacency_matrix is None : distance_matrix = geom . compute_adjacency_matrix ( ) else : distance_matrix = geom . adjacency_matrix # Step 2 : use graph _ shortes...
def add_payload ( self , key , val , append = True ) : """Add a key value pair to payload for this request . . . Note : : For ` ` _ search ` ` you can pass a search argument . ( e . g . _ search ? summary = 1.1.1.1 ) . Args : key ( string ) : The payload key val ( string ) : The payload value append ( boo...
if append : self . _params . setdefault ( key , [ ] ) . append ( val ) else : self . _params [ key ] = val
def main ( ) : """register a function on pypi or gemfury : return :"""
setup_main ( ) config = ConfigData ( clean = True ) try : config . register ( ) finally : config . clean_after_if_needed ( )
def apply_exclude ( self , high ) : '''Read in the _ _ exclude _ _ list and remove all excluded objects from the high data'''
if '__exclude__' not in high : return high ex_sls = set ( ) ex_id = set ( ) exclude = high . pop ( '__exclude__' ) for exc in exclude : if isinstance ( exc , six . string_types ) : # The exclude statement is a string , assume it is an sls ex_sls . add ( exc ) if isinstance ( exc , dict ) : # Explici...
async def variant ( self , elem = None , elem_type = None , params = None , obj = None ) : """Loads / dumps variant type : param elem : : param elem _ type : : param params : : param obj : : return :"""
elem_type = elem_type if elem_type else elem . __class__ if hasattr ( elem_type , 'kv_serialize' ) : elem = elem_type ( ) if elem is None else elem return await elem . kv_serialize ( self , elem = elem , elem_type = elem_type , params = params , obj = obj ) if self . writing : return await self . dump_varia...
def preprocess_notebook ( ntbk , cr ) : """Process notebook object ` ntbk ` in preparation for conversion to an rst document . This processing replaces links to online docs with corresponding sphinx cross - references within the local docs . Parameter ` cr ` is a CrossReferenceLookup object ."""
# Iterate over cells in notebook for n in range ( len ( ntbk [ 'cells' ] ) ) : # Only process cells of type ' markdown ' if ntbk [ 'cells' ] [ n ] [ 'cell_type' ] == 'markdown' : # Get text of markdown cell txt = ntbk [ 'cells' ] [ n ] [ 'source' ] # Replace links to online docs with sphinx cross - ...
def next_permutation ( tab ) : """find the next permutation of tab in the lexicographical order : param tab : table with n elements from an ordered set : modifies : table to next permutation : returns : False if permutation is already lexicographical maximal : complexity : O ( n )"""
n = len ( tab ) pivot = None # find pivot for i in range ( n - 1 ) : if tab [ i ] < tab [ i + 1 ] : pivot = i if pivot is None : # tab is already the last perm . return False for i in range ( pivot + 1 , n ) : # find the element to swap if tab [ i ] > tab [ pivot ] : swap = i tab [ swap ] , ...
def removeContinuousSet ( self ) : """Removes a continuous set from this repo"""
self . _openRepo ( ) dataset = self . _repo . getDatasetByName ( self . _args . datasetName ) continuousSet = dataset . getContinuousSetByName ( self . _args . continuousSetName ) def func ( ) : self . _updateRepo ( self . _repo . removeContinuousSet , continuousSet ) self . _confirmDelete ( "ContinuousSet" , conti...
def _notify_remove_at ( self , index , length = 1 ) : """Notify about an RemoveChange at a caertain index and length ."""
slice_ = self . _slice_at ( index , length ) self . _notify_remove ( slice_ )
def getall ( self , key ) : """A list of all the values stored under this key . Returns an empty list if there are no values under this key . > > > m = MultiMap ( [ ( ' a ' , 1 ) , ( ' b ' , 2 ) , ( ' b ' , 3 ) , ( ' c ' , 4 ) , ( ' d ' , 5 ) , ( ' c ' , 6 ) ] ) > > > m . getall ( ' a ' ) > > > m . getall (...
key = self . _conform_key ( key ) return [ self . _pairs [ i ] [ 1 ] for i in self . _key_ids [ key ] ]
def write ( self , outname , dtype = 'default' , format = 'ENVI' , nodata = 'default' , compress_tif = False , overwrite = False ) : """write the raster object to a file . Parameters outname : str the file to be written dtype : str the data type of the written file ; data type notations of GDAL ( e . g ...
if os . path . isfile ( outname ) and not overwrite : raise RuntimeError ( 'target file already exists' ) if format == 'GTiff' and not re . search ( r'\.tif[f]*$' , outname ) : outname += '.tif' dtype = Dtype ( self . dtype if dtype == 'default' else dtype ) . gdalint nodata = self . nodata if nodata == 'defaul...
def del_nic ( self , nic , sync = True ) : """delete nic from this OS instance : param nic : the nic to be deleted from this OS instance : param sync : If sync = True ( default ) synchronize with Ariane server . If sync = False , add the nic object on list to be removed on next save ( ) . : return :"""
LOGGER . debug ( "OSInstance.del_nic" ) if not sync : self . nic_2_rm . append ( nic ) else : if nic . id is None : nic . sync ( ) if self . id is not None and nic . id is not None : params = { 'id' : self . id , 'nicID' : nic . id } args = { 'http_operation' : 'GET' , 'operation_pat...
def _capture ( self , args , kwargs ) : '''Store the input to the captured function'''
self . called = self . called + 1 self . method_args . append ( args ) self . named_method_args . append ( kwargs ) self . never_called = False