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def author_edit_view ( self , context ) : """Child blocks can override this to control the view shown to authors in Studio when editing this block ' s children ."""
fragment = Fragment ( ) self . render_children ( context , fragment , can_reorder = True , can_add = False ) return fragment
def to_html ( self , codebase ) : """Convert this ClassDoc to HTML . This returns the default long - form HTML description that ' s used when the full docs are built ."""
return ( '<a name = "%s" />\n<div class = "jsclass">\n' + '<h3>%s</h3>\n%s\n<h4>Methods</h4>\n%s</div>' ) % ( self . name , self . name , htmlize_paragraphs ( codebase . translate_links ( self . doc , self ) ) + codebase . build_see_html ( self . see , 'h4' , self ) , '\n' . join ( method . to_html ( codebase ) for met...
def get_indels ( self , one_based = True ) : """Return a data structure containing all indels in the read . Returns the tuple ( insertions , deletions ) insertions = [ ( pos1 , ins1 ) , ( pos2 , ins2 ) ] posN = start position ( preceding base , VCF - style ) insN = length of inserted sequence ( not includin...
cigar = self . get_cigar ( ) # CIGAR _ OP = list ( ' MIDNSHP = X ' ) insertions = [ ] deletions = [ ] position_offset = 0 position_start = self . get_position ( one_based = one_based ) while cigar : cigar_size , cigar_op = cigar . pop ( 0 ) if cigar_op in [ 0 , 7 , 8 ] : # M alignment match ( can be a sequence ...
def _validate_extra_component ( bs_data ) : '''Extra checks for component basis files'''
assert len ( bs_data [ 'elements' ] ) > 0 # Make sure size of the coefficient matrix matches the number of exponents for el in bs_data [ 'elements' ] . values ( ) : if not 'electron_shells' in el : continue for s in el [ 'electron_shells' ] : nprim = len ( s [ 'exponents' ] ) if nprim <=...
def get_roots ( app = None ) : '''Returns the list of root packages / modules exposing endpoints . If app is provided , only returns those of enabled plugins'''
roots = set ( ) plugins = app . config [ 'PLUGINS' ] if app else None for name in ENTRYPOINTS . keys ( ) : for ep in iter_all ( name ) : if plugins is None or ep . name in plugins : roots . add ( ep . module_name . split ( '.' , 1 ) [ 0 ] ) return list ( roots )
def step4 ( self ) : """step4 ( ) takes off - ant , - ence etc . , in context < c > vcvc < v > ."""
if self . b [ self . k - 1 ] == 'a' : if self . ends ( "al" ) : pass else : return elif self . b [ self . k - 1 ] == 'c' : if self . ends ( "ance" ) : pass elif self . ends ( "ence" ) : pass else : return elif self . b [ self . k - 1 ] == 'e' : if self . e...
def insert_arguments_into_query ( compilation_result , arguments ) : """Insert the arguments into the compiled GraphQL query to form a complete query . Args : compilation _ result : a CompilationResult object derived from the GraphQL compiler arguments : dict , mapping argument name to its value , for every p...
_ensure_arguments_are_provided ( compilation_result . input_metadata , arguments ) if compilation_result . language == MATCH_LANGUAGE : return insert_arguments_into_match_query ( compilation_result , arguments ) elif compilation_result . language == GREMLIN_LANGUAGE : return insert_arguments_into_gremlin_query ...
def find_by_client ( cls , from_client , limit = None , before_time = None , before_message_id = None ) : # type : ( str , Optional [ int ] , Optional [ Union [ datetime , float ] ] , Optional [ str ] ) - > List [ Message ] """获取某个 client 的聊天记录 : param from _ client : 要获取聊天记录的 client id : param limit : 返回条数限制 ,...
query_params = { } # type : Dict [ str , Any ] query_params [ 'from' ] = from_client if limit is not None : query_params [ 'limit' ] = limit if isinstance ( before_time , datetime ) : query_params [ 'max_ts' ] = round ( before_time . timestamp ( ) * 1000 ) elif isinstance ( before_time , six . integer_types ) o...
def getlanguage ( self , language = None , windowsversion = None ) : """Get and return the manifest ' s language as string . Can be either language - culture e . g . ' en - us ' or a string indicating language neutrality , e . g . ' x - ww ' on Windows XP or ' none ' on Vista and later ."""
if not language : language = self . language if language in ( None , "" , "*" , "neutral" ) : return ( LANGUAGE_NEUTRAL_NT5 , LANGUAGE_NEUTRAL_NT6 ) [ ( windowsversion or sys . getwindowsversion ( ) ) >= ( 6 , ) ] return language
def checkout ( cwd , rev = None , force = False , opts = '' , git_opts = '' , user = None , password = None , ignore_retcode = False , output_encoding = None ) : '''Interface to ` git - checkout ( 1 ) ` _ cwd The path to the git checkout opts Any additional options to add to the command line , in a single s...
cwd = _expand_path ( cwd , user ) command = [ 'git' ] + _format_git_opts ( git_opts ) command . append ( 'checkout' ) if force : command . append ( '--force' ) opts = _format_opts ( opts ) command . extend ( opts ) checkout_branch = any ( x in opts for x in ( '-b' , '-B' ) ) if rev is None : if not checkout_bra...
def _build_effective_configuration ( self ) : """It might happen that the current value of one ( or more ) below parameters stored in the controldata is higher than the value stored in the global cluster configuration . Example : max _ connections in global configuration is 100 , but in controldata ` Current ...
OPTIONS_MAPPING = { 'max_connections' : 'max_connections setting' , 'max_prepared_transactions' : 'max_prepared_xacts setting' , 'max_locks_per_transaction' : 'max_locks_per_xact setting' } if self . _major_version >= 90400 : OPTIONS_MAPPING [ 'max_worker_processes' ] = 'max_worker_processes setting' data = self . ...
def aspage ( self ) : """Return TiffPage from file ."""
if self . offset is None : raise ValueError ( 'cannot return virtual frame as page.' ) self . parent . filehandle . seek ( self . offset ) return TiffPage ( self . parent , index = self . index )
def from_dict ( cls , pref , prefix = None ) : """Create a Prefix object from a dict . Suitable for creating Prefix objects from XML - RPC input ."""
if prefix is None : prefix = Prefix ( ) prefix . id = pref [ 'id' ] if pref [ 'vrf_id' ] is not None : # VRF is not mandatory prefix . vrf = VRF . get ( pref [ 'vrf_id' ] ) prefix . family = pref [ 'family' ] prefix . prefix = pref [ 'prefix' ] prefix . display_prefix = pref [ 'display_prefix' ] prefix . descri...
def get_today_all ( output = 'pd' ) : """today all Returns : [ type ] - - [ description ]"""
data = [ ] today = str ( datetime . date . today ( ) ) codes = QA_fetch_get_stock_list ( 'stock' ) . code . tolist ( ) bestip = select_best_ip ( ) [ 'stock' ] for code in codes : try : l = QA_fetch_get_stock_day ( code , today , today , '00' , ip = bestip ) except : bestip = select_best_ip ( ) [...
def get_css ( self ) : """Fetches and returns stylesheet file path or contents , for both print and screen contexts , depending if we want a standalone presentation or not ."""
css = { } print_css = os . path . join ( self . theme_dir , 'css' , 'print.css' ) if not os . path . exists ( print_css ) : # Fall back to default theme print_css = os . path . join ( THEMES_DIR , 'default' , 'css' , 'print.css' ) if not os . path . exists ( print_css ) : raise IOError ( u"Cannot find c...
def _status ( self ) : """Return html saying whether this Action is reverted by another one or reverts another one ."""
text = "" # Turns out that is related field in null , Django # doesn ' t even make it a property of the object # http : / / code . djangoproject . com / ticket / 11920 if hasattr ( self , "reverts" ) : text += '(reverts <a href="%s">%s</a>)<br/>' % ( self . reverts . get_absolute_url ( ) , self . reverts . id ) if ...
def comments_2 ( self , value = None ) : """Corresponds to IDD Field ` comments _ 2 ` Args : value ( str ) : value for IDD Field ` comments _ 2 ` if ` value ` is None it will not be checked against the specification and is assumed to be a missing value Raises : ValueError : if ` value ` is not a valid v...
if value is not None : try : value = str ( value ) except ValueError : raise ValueError ( 'value {} need to be of type str ' 'for field `comments_2`' . format ( value ) ) if ',' in value : raise ValueError ( 'value should not contain a comma ' 'for field `comments_2`' ) self . _comme...
def generate_cart_upload_redirect_url ( self , ** kwargs ) : """https : / / www . sandbox . paypal . com / webscr ? cmd = _ cart & upload = 1"""
required_vals = ( 'business' , 'item_name_1' , 'amount_1' , 'quantity_1' ) self . _check_required ( required_vals , ** kwargs ) url = "%s?cmd=_cart&upload=1" % self . config . PAYPAL_URL_BASE additional = self . _encode_utf8 ( ** kwargs ) additional = urlencode ( additional ) return url + "&" + additional
def _move_cursor_to_line ( self , line ) : """Moves the cursor to the specified line , if possible ."""
last_line = self . _text_edit . document ( ) . blockCount ( ) - 1 self . _cursor . clearSelection ( ) self . _cursor . movePosition ( self . _cursor . End ) to_insert = '' for i in range ( line - last_line ) : to_insert += '\n' if to_insert : self . _cursor . insertText ( to_insert ) self . _cursor . movePositi...
def handling_exceptions ( self ) : """Perform proper exception handling ."""
try : if self . using_jobs : with handling_broken_process_pool ( ) : yield else : yield except SystemExit as err : self . register_error ( err . code ) except BaseException as err : if isinstance ( err , CoconutException ) : logger . display_exc ( ) elif not isins...
def add_log_file ( logger , log_file , global_log_file = False ) : """Add a log file to this logger . If global _ log _ file is true , log _ file will be handed the root logger , otherwise it will only be used by this particular logger . Parameters logger : obj : ` logging . Logger ` The logger . log _ file...
if global_log_file : add_root_log_file ( log_file ) else : hdlr = logging . FileHandler ( log_file ) formatter = logging . Formatter ( '%(asctime)s %(name)-10s %(levelname)-8s %(message)s' , datefmt = '%m-%d %H:%M:%S' ) hdlr . setFormatter ( formatter ) logger . addHandler ( hdlr )
def flush ( self , key = None ) : """Flush the cache . If I { key } is specified , only that item is flushed . Otherwise the entire cache is flushed . @ param key : the key to flush @ type key : ( dns . name . Name , int , int ) tuple or None"""
if not key is None : if key in self . data : del self . data [ key ] else : self . data = { } self . next_cleaning = time . time ( ) + self . cleaning_interval
def Convert ( self , metadata , conn , token = None ) : """Converts NetworkConnection to ExportedNetworkConnection ."""
result = ExportedNetworkConnection ( metadata = metadata , family = conn . family , type = conn . type , local_address = conn . local_address , remote_address = conn . remote_address , state = conn . state , pid = conn . pid , ctime = conn . ctime ) return [ result ]
def frompil ( cls , image , compression = Compression . PACK_BITS ) : """Create a new PSD document from PIL Image . : param image : PIL Image object . : param compression : ImageData compression option . See : py : class : ` ~ psd _ tools . constants . Compression ` . : return : A : py : class : ` ~ psd _ t...
header = cls . _make_header ( image . mode , image . size ) # TODO : Add default metadata . # TODO : Perhaps make this smart object . image_data = ImageData ( compression = compression ) image_data . set_data ( [ channel . tobytes ( ) for channel in image . split ( ) ] , header ) return cls ( PSD ( header = header , im...
def forwards ( self , orm ) : "Write your forwards methods here ."
for doc in orm [ 'document_library.Document' ] . objects . all ( ) : for title in doc . documenttitle_set . all ( ) : title . is_published = doc . is_published title . save ( )
def update ( self , activity_sid = values . unset , attributes = values . unset , friendly_name = values . unset , reject_pending_reservations = values . unset ) : """Update the WorkerInstance : param unicode activity _ sid : The activity _ sid : param unicode attributes : The attributes : param unicode frien...
return self . _proxy . update ( activity_sid = activity_sid , attributes = attributes , friendly_name = friendly_name , reject_pending_reservations = reject_pending_reservations , )
def setFontUnderline ( self , state ) : """Sets whether or not this editor is currently in underline state . : param state | < bool >"""
font = self . currentFont ( ) font . setUnderline ( state ) self . setCurrentFont ( font )
def config_find_lines ( regex , source = 'running' ) : r'''. . versionadded : : 2019.2.0 Return the configuration lines that match the regular expressions from the ` ` regex ` ` argument . The configuration is read from the network device interrogated . regex The regular expression to match the configurat...
config_txt = __salt__ [ 'net.config' ] ( source = source ) [ 'out' ] [ source ] return __salt__ [ 'ciscoconfparse.find_lines' ] ( config = config_txt , regex = regex )
def compare_vectorized ( self , comp_func , labels_left , labels_right , * args , ** kwargs ) : """Compute the similarity between values with a callable . This method initialises the comparing of values with a custom function / callable . The function / callable should accept numpy . ndarray ' s . Example ...
label = kwargs . pop ( 'label' , None ) if isinstance ( labels_left , tuple ) : labels_left = list ( labels_left ) if isinstance ( labels_right , tuple ) : labels_right = list ( labels_right ) feature = BaseCompareFeature ( labels_left , labels_right , args , kwargs , label = label ) feature . _f_compare_vector...
def set_logging_settings ( profile , setting , value , store = 'local' ) : '''Configure logging settings for the Windows firewall . Args : profile ( str ) : The firewall profile to configure . Valid options are : - domain - public - private setting ( str ) : The logging setting to configure . Valid ...
# Input validation if profile . lower ( ) not in ( 'domain' , 'public' , 'private' ) : raise ValueError ( 'Incorrect profile: {0}' . format ( profile ) ) if setting . lower ( ) not in ( 'allowedconnections' , 'droppedconnections' , 'filename' , 'maxfilesize' ) : raise ValueError ( 'Incorrect setting: {0}' . for...
def get_version ( self , service_id , version_number ) : """Get the version for a particular service ."""
content = self . _fetch ( "/service/%s/version/%d" % ( service_id , version_number ) ) return FastlyVersion ( self , content )
def DumpArtifactsToYaml ( self , sort_by_os = True ) : """Dump a list of artifacts into a yaml string ."""
artifact_list = self . GetArtifacts ( ) if sort_by_os : # Sort so its easier to split these if necessary . yaml_list = [ ] done_set = set ( ) for os_name in rdf_artifacts . Artifact . SUPPORTED_OS_LIST : done_set = set ( a for a in artifact_list if a . supported_os == [ os_name ] ) # Separat...
def add_uppercase ( table ) : """Extend the table with uppercase options > > > print ( " а " in add _ uppercase ( { " а " : " a " } ) ) True > > > print ( add _ uppercase ( { " а " : " a " } ) [ " а " ] = = " a " ) True > > > print ( " А " in add _ uppercase ( { " а " : " a " } ) ) True > > > print ( ...
orig = table . copy ( ) orig . update ( dict ( ( k . capitalize ( ) , v . capitalize ( ) ) for k , v in table . items ( ) ) ) return orig
def to_routing_header ( params ) : """Returns a routing header string for the given request parameters . Args : params ( Mapping [ str , Any ] ) : A dictionary containing the request parameters used for routing . Returns : str : The routing header string ."""
if sys . version_info [ 0 ] < 3 : # Python 2 does not have the " safe " parameter for urlencode . return urlencode ( params ) . replace ( "%2F" , "/" ) return urlencode ( params , # Per Google API policy ( go / api - url - encoding ) , / is not encoded . safe = "/" , )
def align ( fastq_file , pair_file , index_dir , names , align_dir , data ) : """Perform piped alignment of fastq input files , generating sorted , deduplicated BAM ."""
umi_ext = "-cumi" if "umi_bam" in data else "" out_file = os . path . join ( align_dir , "{0}-sort{1}.bam" . format ( dd . get_sample_name ( data ) , umi_ext ) ) num_cores = data [ "config" ] [ "algorithm" ] . get ( "num_cores" , 1 ) rg_info = novoalign . get_rg_info ( names ) preset = "sr" pair_file = pair_file if pai...
def block_uid ( value : Union [ str , BlockUID , None ] ) -> BlockUID : """Convert value to BlockUID instance : param value : Value to convert : return :"""
if isinstance ( value , BlockUID ) : return value elif isinstance ( value , str ) : return BlockUID . from_str ( value ) elif value is None : return BlockUID . empty ( ) else : raise TypeError ( "Cannot convert {0} to BlockUID" . format ( type ( value ) ) )
def _build_table ( self ) -> Dict [ State , Tuple [ Multiplex , ... ] ] : """Private method which build the table which map a State to the active multiplex ."""
result : Dict [ State , Tuple [ Multiplex , ... ] ] = { } for state in self . influence_graph . all_states ( ) : result [ state ] = tuple ( multiplex for multiplex in self . influence_graph . multiplexes if multiplex . is_active ( state ) ) return result
def simple ( self ) : '''A string representation with only one period delimiter .'''
if self . _days : return '%sD' % self . totaldays elif self . months : return '%sM' % self . _months elif self . years : return '%sY' % self . years else : return ''
def add_category ( self , category ) : """Add a category assigned to this message : rtype : Category"""
self . _categories = self . _ensure_append ( category , self . _categories )
def get_object_type_by_name ( object_type_name ) : """: return : type suitable to handle the given object type name . Use the type to create new instances . : param object _ type _ name : Member of TYPES : raise ValueError : In case object _ type _ name is unknown"""
if object_type_name == b"commit" : from . import commit return commit . Commit elif object_type_name == b"tag" : from . import tag return tag . TagObject elif object_type_name == b"blob" : from . import blob return blob . Blob elif object_type_name == b"tree" : from . import tree return ...
def iter_trees ( nexson , nexson_version = None ) : """generator over all trees in all trees elements . yields a tuple of 3 items : trees element ID , tree ID , the tree obj"""
if nexson_version is None : nexson_version = detect_nexson_version ( nexson ) nex = get_nexml_el ( nexson ) if _is_by_id_hbf ( nexson_version ) : trees_group_by_id = nex [ 'treesById' ] group_order = nex . get ( '^ot:treesElementOrder' , [ ] ) if len ( group_order ) < len ( trees_group_by_id ) : ...
def getContinuousSetByName ( self , name ) : """Returns the ContinuousSet with the specified name , or raises an exception otherwise ."""
if name not in self . _continuousSetNameMap : raise exceptions . ContinuousSetNameNotFoundException ( name ) return self . _continuousSetNameMap [ name ]
def dump ( self , sender = None , ** kwargs ) : '''Retrieve raw email dump for this bounce . : param sender : A : class : ` BounceDump ` object to get dump with . Defaults to ` None ` . : param \ * \ * kwargs : Keyword arguments passed to : func : ` requests . request ` .'''
if sender is None : if self . _sender is None : sender = _default_bounce_dump else : sender = BounceDump ( api_key = self . _sender . api_key , test = self . _sender . test , secure = self . _sender . secure ) return sender . get ( self . id , ** kwargs )
def get_nameid_data ( request , key = None ) : """Gets the NameID Data of the the Logout Request : param request : Logout Request Message : type request : string | DOMDocument : param key : The SP key : type key : string : return : Name ID Data ( Value , Format , NameQualifier , SPNameQualifier ) : rtyp...
if isinstance ( request , etree . _Element ) : elem = request else : if isinstance ( request , Document ) : request = request . toxml ( ) elem = fromstring ( request , forbid_dtd = True ) name_id = None encrypted_entries = OneLogin_Saml2_Utils . query ( elem , '/samlp:LogoutRequest/saml:EncryptedID'...
def replace_multi ( self , keys , ttl = 0 , format = None , persist_to = 0 , replicate_to = 0 ) : """Replace multiple keys . Multi variant of : meth : ` replace ` . . seealso : : : meth : ` replace ` , : meth : ` upsert _ multi ` , : meth : ` upsert `"""
return _Base . replace_multi ( self , keys , ttl = ttl , format = format , persist_to = persist_to , replicate_to = replicate_to )
def cache ( opts , serial ) : '''Returns the returner modules'''
return LazyLoader ( _module_dirs ( opts , 'cache' , 'cache' ) , opts , tag = 'cache' , pack = { '__opts__' : opts , '__context__' : { 'serial' : serial } } , )
def block_process_call ( self , address , register , value ) : """SMBus Block Write - Block Read Process Call SMBus Block Write - Block Read Process Call was introduced in Revision 2.0 of the specification . This command selects a device register ( through the Comm byte ) , sends 1 to 31 bytes of data to it...
return self . smbus . block_process_call ( address , register , value )
def mkdir_command ( endpoint_plus_path ) : """Executor for ` globus mkdir `"""
endpoint_id , path = endpoint_plus_path client = get_client ( ) autoactivate ( client , endpoint_id , if_expires_in = 60 ) res = client . operation_mkdir ( endpoint_id , path = path ) formatted_print ( res , text_format = FORMAT_TEXT_RAW , response_key = "message" )
def filter_attribute_value_assertions ( ava , attribute_restrictions = None ) : """Will weed out attribute values and values according to the rules defined in the attribute restrictions . If filtering results in an attribute without values , then the attribute is removed from the assertion . : param ava : T...
if not attribute_restrictions : return ava for attr , vals in list ( ava . items ( ) ) : _attr = attr . lower ( ) try : _rests = attribute_restrictions [ _attr ] except KeyError : del ava [ attr ] else : if _rests is None : continue if isinstance ( vals , ...
def reflect_left ( self , value ) : """Only reflects the value if is > self ."""
if value > self : value = self . reflect ( value ) return value
def add_to_configs ( self , configs ) : """Add one or more measurement configurations to the stored configurations Parameters configs : list or numpy . ndarray list or array of configurations Returns configs : Kx4 numpy . ndarray array holding all configurations of this instance"""
if len ( configs ) == 0 : return None if self . configs is None : self . configs = np . atleast_2d ( configs ) else : configs = np . atleast_2d ( configs ) self . configs = np . vstack ( ( self . configs , configs ) ) return self . configs
def uses_base_tear_down ( cls ) : """Checks whether the tearDown method is the BasePlug implementation ."""
this_tear_down = getattr ( cls , 'tearDown' ) base_tear_down = getattr ( BasePlug , 'tearDown' ) return this_tear_down . __code__ is base_tear_down . __code__
def _message ( self , beacon_config , invert_hello = False ) : """Overridden : meth : ` . WBeaconGouverneurMessenger . _ message ` method . Appends encoded host group names to requests and responses . : param beacon _ config : beacon configuration : return : bytes"""
m = WBeaconGouverneurMessenger . _message ( self , beacon_config , invert_hello = invert_hello ) hostgroups = self . _message_hostgroup_generate ( ) if len ( hostgroups ) > 0 : m += ( WHostgroupBeaconMessenger . __message_groups_splitter__ + hostgroups ) return m
def schedule ( self , recipients = None , sender = None , priority = None ) : """Schedules message for a delivery . Puts message ( and dispatches if any ) data into DB . : param list | None recipients : recipient ( or a list ) or None . If ` None ` Dispatches should be created before send using ` prepare _ di...
if priority is None : priority = self . priority self . _message_model , self . _dispatch_models = Message . create ( self . get_alias ( ) , self . get_context ( ) , recipients = recipients , sender = sender , priority = priority ) return self . _message_model , self . _dispatch_models
def _install_one ( repo_url , branch , destination , commit = '' , patches = None , exclude_modules = None , include_modules = None , base = False , work_directory = '' ) : """Install a third party odoo add - on : param string repo _ url : url of the repo that contains the patch . : param string branch : name o...
patches = patches or [ ] patches = [ core . FilePatch ( file = patch [ 'file' ] , work_directory = work_directory ) if 'file' in patch else core . Patch ( ** patch ) for patch in patches ] addon_cls = core . Base if base else core . Addon addon = addon_cls ( repo_url , branch , commit = commit , patches = patches , exc...
def csv_writer ( parser , keep , extract , args ) : """Writes the data in CSV format ."""
# The output output = sys . stdout if args . output == "-" else open ( args . output , "w" ) try : # Getting the samples samples = np . array ( parser . get_samples ( ) , dtype = str ) k = _get_sample_select ( samples = samples , keep = keep ) # Writing the CSV header print ( "sample_id" , "variant_id" ...
def build_includes ( cls , include_packages ) : """cx _ freeze doesn ' t support the star ( * ) method of sub - module inclusion , so all submodules must be included explicitly . Example ( From SaltStack 2014.7 ) : salt salt . fileserver salt . fileserver . gitfs salt . fileserver . hgfs salt . filese...
includes , package_root_paths = cls . _split_packages ( include_packages ) for package_path , package_name in six . iteritems ( package_root_paths ) : includes . add ( package_name ) if re . search ( r'__init__.py.*$' , package_path ) : # Looks like a package . Walk the directory and see if there are more . ...
def _create_model_matrices ( self ) : """Creates model matrices / vectors Returns None ( changes model attributes )"""
self . model_Y = np . array ( self . data [ self . max_lag : self . data . shape [ 0 ] ] ) self . model_scores = np . zeros ( self . model_Y . shape [ 0 ] )
def dict_of_lists_add ( dictionary , key , value ) : # type : ( DictUpperBound , Any , Any ) - > None """Add value to a list in a dictionary by key Args : dictionary ( DictUpperBound ) : Dictionary to which to add values key ( Any ) : Key within dictionary value ( Any ) : Value to add to list in dictionary ...
list_objs = dictionary . get ( key , list ( ) ) list_objs . append ( value ) dictionary [ key ] = list_objs
def convert ( json_input , build_direction = "LEFT_TO_RIGHT" , table_attributes = None ) : """Converts JSON to HTML Table format . Parameters json _ input : dict JSON object to convert into HTML . build _ direction : { " TOP _ TO _ BOTTOM " , " LEFT _ TO _ RIGHT " } String denoting the build direction of ...
json_converter = JsonConverter ( build_direction = build_direction , table_attributes = table_attributes ) return json_converter . convert ( json_input )
def raise_error ( self , exception_type , # type : Type [ Exception ] message # type : Text ) : # type : ( . . . ) - > NoReturn """Raise an exception with the current parser state information and error message ."""
error_message = '{} at {}' . format ( message , repr ( self ) ) raise exception_type ( error_message )
def list ( self , identity = values . unset , limit = None , page_size = None ) : """Lists MemberInstance records from the API as a list . Unlike stream ( ) , this operation is eager and will load ` limit ` records into memory before returning . : param unicode identity : The ` identity ` value of the resourc...
return list ( self . stream ( identity = identity , limit = limit , page_size = page_size , ) )
def create_snappy_message ( payloads , key = None ) : """Construct a Snappy Message containing multiple Messages The given payloads will be encoded , compressed , and sent as a single atomic message to Kafka . Arguments : payloads : list ( bytes ) , a list of payload to send be sent to Kafka key : bytes ,...
message_set = KafkaProtocol . _encode_message_set ( [ create_message ( payload , pl_key ) for payload , pl_key in payloads ] ) snapped = snappy_encode ( message_set ) codec = ATTRIBUTE_CODEC_MASK & CODEC_SNAPPY return kafka . structs . Message ( 0 , 0x00 | codec , key , snapped )
def _direct_nbody_force ( q , m , t , pot , softening , softening_args ) : """Calculate the force"""
# First do the particles # Calculate all the distances nq = len ( q ) dim = len ( q [ 0 ] ) dist_vec = nu . zeros ( ( nq , nq , dim ) ) dist = nu . zeros ( ( nq , nq ) ) for ii in range ( nq ) : for jj in range ( ii + 1 , nq ) : dist_vec [ ii , jj , : ] = q [ jj ] - q [ ii ] dist_vec [ jj , ii , : ]...
def filenamify ( title ) : """Convert a string to something suitable as a file name . E . g . Matlagning del 1 av 10 - Räksmörgås | SVT Play - > matlagning . del . 1 . av . 10 . - . raksmorgas . svt . play"""
# ensure it is unicode title = ensure_unicode ( title ) # NFD decomposes chars into base char and diacritical mark , which # means that we will get base char when we strip out non - ascii . title = unicodedata . normalize ( 'NFD' , title ) # Convert to lowercase # Drop any non ascii letters / digits # Drop any leading ...
async def create ( cls , user_id : Union [ int , str ] , is_active : bool = True , is_admin : bool = False , resource_policy : str = None , rate_limit : int = None , fields : Iterable [ str ] = None ) -> dict : '''Creates a new keypair with the given options . You need an admin privilege for this operation .'''
if fields is None : fields = ( 'access_key' , 'secret_key' ) uid_type = 'Int!' if isinstance ( user_id , int ) else 'String!' q = 'mutation($user_id: {0}, $input: KeyPairInput!) {{' . format ( uid_type ) + ' create_keypair(user_id: $user_id, props: $input) {' ' ok msg keypair { $fields }' ' }' '}' q = q . repl...
def main ( args = None ) : """Build and run parser : param args : cli args from tests"""
parser = argument_parser ( ) args = parser . parse_args ( args ) # If ' func ' isn ' t present , something is misconfigured above or no ( positional ) arg was given . if not hasattr ( args , 'func' ) : args = parser . parse_args ( [ 'help' ] ) # show help # Convert argparse . Namespace into dict and clean it up . #...
def print ( self ) : """Print results table . > > > Results ( [ ' title ' ] , [ ( ' Konosuba ' , ) , ( ' Oreimo ' , ) ] ) . print ( ) # title 1 Konosuba 2 Oreimo"""
print ( tabulate ( ( ( i , * row ) for i , row in enumerate ( self . results , 1 ) ) , headers = self . headers , ) )
def create_criteria ( cls , query ) : """Return a criteria from a dictionary containing a query . Query should be a dictionary , keyed by field name . If the value is a list , it will be divided into multiple criteria as required ."""
criteria = [ ] for name , value in query . items ( ) : if isinstance ( value , list ) : for inner_value in value : criteria += cls . create_criteria ( { name : inner_value } ) else : criteria . append ( { 'criteria' : { 'field' : name , 'value' : value , } , } ) return criteria or No...
def _proxy ( self ) : """Generate an instance context for the instance , the context is capable of performing various actions . All instance actions are proxied to the context : returns : FormContext for this FormInstance : rtype : twilio . rest . authy . v1 . form . FormContext"""
if self . _context is None : self . _context = FormContext ( self . _version , form_type = self . _solution [ 'form_type' ] , ) return self . _context
def parent ( self ) : """A new URL with last part of path removed and cleaned up query and fragment ."""
path = self . raw_path if not path or path == "/" : if self . raw_fragment or self . raw_query_string : return URL ( self . _val . _replace ( query = "" , fragment = "" ) , encoded = True ) return self parts = path . split ( "/" ) val = self . _val . _replace ( path = "/" . join ( parts [ : - 1 ] ) , qu...
def partial_autocorrelation ( self , x , param = None ) : """As in tsfresh ` partial _ autocorrelation < https : / / github . com / blue - yonder / tsfresh / blob / master / tsfresh / feature _ extraction / feature _ calculators . py # L308 > ` _ Calculates the value of the partial autocorrelation function at the...
if param is None : param = [ { 'lag' : 3 } , { 'lag' : 5 } , { 'lag' : 6 } ] _partialc = feature_calculators . partial_autocorrelation ( x , param ) logging . debug ( "partial autocorrelation by tsfresh calculated" ) return _partialc
def suffix ( args ) : """% prog suffix fastqfile CAG Filter reads based on suffix ."""
p = OptionParser ( suffix . __doc__ ) p . set_outfile ( ) opts , args = p . parse_args ( args ) if len ( args ) != 2 : sys . exit ( not p . print_help ( ) ) fastqfile , sf = args fw = must_open ( opts . outfile , "w" ) nreads = nselected = 0 for rec in iter_fastq ( fastqfile ) : nreads += 1 if rec is None :...
def is_parseable ( self ) : """See if URL target is parseable for recursion ."""
if self . is_directory ( ) : return True if self . content_type in self . ContentMimetypes : return True log . debug ( LOG_CHECK , "URL with content type %r is not parseable." , self . content_type ) return False
def _set_enhanced_voq_max_queue_depth ( self , v , load = False ) : """Setter method for enhanced _ voq _ max _ queue _ depth , mapped from YANG variable / telemetry / profile / enhanced _ voq _ max _ queue _ depth ( list ) If this variable is read - only ( config : false ) in the source YANG file , then _ set ...
if hasattr ( v , "_utype" ) : v = v . _utype ( v ) try : t = YANGDynClass ( v , base = YANGListType ( "name" , enhanced_voq_max_queue_depth . enhanced_voq_max_queue_depth , yang_name = "enhanced-voq-max-queue-depth" , rest_name = "enhanced-voq-max-queue-depth" , parent = self , is_container = 'list' , user_orde...
def new ( cls , alias , cert ) : """Helper function to create a new TrustedCertEntry . : param str alias : The alias for the Trusted Cert Entry : param str certs : The certificate , as a byte string . : returns : A loaded : class : ` TrustedCertEntry ` instance , ready to be placed in a keystore ."""
timestamp = int ( time . time ( ) ) * 1000 tke = cls ( timestamp = timestamp , # Alias must be lower case or it will corrupt the keystore for Java Keytool and Keytool Explorer alias = alias . lower ( ) , cert = cert ) return tke
def getDefaultUncertainty ( self , result = None ) : """Return the uncertainty value , if the result falls within specified ranges for the service from which this analysis was derived ."""
if result is None : result = self . getResult ( ) uncertainties = self . getUncertainties ( ) if uncertainties : try : res = float ( result ) except ( TypeError , ValueError ) : # if analysis result is not a number , then we assume in range return None for d in uncertainties : _m...
def B3 ( formula ) : """Rewrite formula eval result into Boolean3 : param formula : : return : Boolean3"""
if isinstance ( formula , true ) or formula is True or formula == Boolean3 . Top . name or formula == Boolean3 . Top . value : return Boolean3 . Top if isinstance ( formula , false ) or formula is False or formula == Boolean3 . Bottom . name or formula == Boolean3 . Bottom . value : return Boolean3 . Bottom els...
def get_risk_models ( oqparam , kind = 'vulnerability vulnerability_retrofitted ' 'fragility consequence' ) : """: param oqparam : an OqParam instance : param kind : a space - separated string with the kinds of risk models to read : returns : a dictionary riskid - > loss _ type , kind - > function"""
kinds = kind . split ( ) rmodels = AccumDict ( ) for kind in kinds : for key in sorted ( oqparam . inputs ) : mo = re . match ( '(occupants|%s)_%s$' % ( COST_TYPE_REGEX , kind ) , key ) if mo : loss_type = mo . group ( 1 ) # the cost _ type in the key # can be occ...
def select_with_index ( self , selector ) : '''Transforms each element of a sequence into a new form , incorporating the index of the element . Each element is transformed through a selector function which accepts the element value and its zero - based index in the source sequence . The generated sequence i...
return self . _create ( self . _pool . imap_unordered ( star , zip ( itertools . repeat ( selector ) , enumerate ( iter ( self ) ) ) , self . _chunksize ) )
def to_wire_dict ( self ) : """Return a simplified transport object for logging and caching . The transport object must contain these attributes : - url _ data . valid : bool Indicates if URL is valid - url _ data . result : unicode Result string - url _ data . warnings : list of tuples ( tag , warning ...
return dict ( valid = self . valid , extern = self . extern [ 0 ] , result = self . result , warnings = self . warnings [ : ] , name = self . name or u"" , title = self . get_title ( ) , parent_url = self . parent_url or u"" , base_ref = self . base_ref or u"" , base_url = self . base_url or u"" , url = self . url or u...
def set_LObj ( self , LObj = None ) : """Set the LObj attribute , storing objects the instance depends on For example : A Detect object depends on a vessel and some apertures That link between should be stored somewhere ( for saving / loading ) . LObj does this : it stores the ID ( as dict ) of all objects ...
self . _LObj = { } if LObj is not None : if type ( LObj ) is not list : LObj = [ LObj ] for ii in range ( 0 , len ( LObj ) ) : if type ( LObj [ ii ] ) is ID : LObj [ ii ] = LObj [ ii ] . _todict ( ) ClsU = list ( set ( [ oo [ 'Cls' ] for oo in LObj ] ) ) for c in ClsU : ...
def _compute_next_evaluations ( self , pending_zipped_X = None , ignored_zipped_X = None ) : """Computes the location of the new evaluation ( optimizes the acquisition in the standard case ) . : param pending _ zipped _ X : matrix of input configurations that are in a pending state ( i . e . , do not have an eval...
# # - - - Update the context if any self . acquisition . optimizer . context_manager = ContextManager ( self . space , self . context ) # # # - - - Activate de _ duplication if self . de_duplication : duplicate_manager = DuplicateManager ( space = self . space , zipped_X = self . X , pending_zipped_X = pending_zipp...
def dump ( destination , xs , model = None , properties = False , indent = True , ** kwargs ) : """Serialize Xmrs ( or subclass ) objects to PENMAN and write to a file . Args : destination : filename or file object xs : iterator of : class : ` ~ delphin . mrs . xmrs . Xmrs ` objects to serialize model : X...
text = dumps ( xs , model = model , properties = properties , indent = indent , ** kwargs ) if hasattr ( destination , 'write' ) : print ( text , file = destination ) else : with open ( destination , 'w' ) as fh : print ( text , file = fh )
def resolve_source_mapping ( source_directory : str , output_directory : str , sources : Sources ) -> Mapping [ str , str ] : """Returns a mapping from absolute source path to absolute output path as specified by the sources object . Files are not guaranteed to exist ."""
result = { os . path . join ( source_directory , source_file ) : os . path . join ( output_directory , output_file ) for source_file , output_file in sources . files . items ( ) } filesystem = get_filesystem ( ) for glob in sources . globs : matches = filesystem . list ( source_directory , glob . patterns , exclude...
def overlap ( self , max_hang = 100 ) : """Determine the type of overlap given query , ref alignment coordinates Consider the following alignment between sequence a and b : aLhang \ / aRhang / - - - - - bLhang / \ bRhang Terminal overlap : a before b , b before a Contain overlap : a in b , b in a"""
aL , aR = 1 , self . reflen bL , bR = 1 , self . querylen aLhang , aRhang = self . start1 - aL , aR - self . end1 bLhang , bRhang = self . start2 - bL , bR - self . end2 if self . orientation == '-' : bLhang , bRhang = bRhang , bLhang s1 = aLhang + bRhang s2 = aRhang + bLhang s3 = aLhang + aRhang s4 = bLhang + bRha...
def _handle_produce_response ( self , node_id , send_time , batches , response ) : """Handle a produce response ."""
# if we have a response , parse it log . debug ( 'Parsing produce response: %r' , response ) if response : batches_by_partition = dict ( [ ( batch . topic_partition , batch ) for batch in batches ] ) for topic , partitions in response . topics : for partition_info in partitions : if response...
def h_v_t ( header , key ) : """get header value with title try to get key from header and consider case sensitive e . g . header [ ' x - log - abc ' ] or header [ ' X - Log - Abc ' ] : param header : : param key : : return :"""
if key not in header : key = key . title ( ) if key not in header : raise ValueError ( "Unexpected header in response, missing: " + key + " headers:\n" + str ( header ) ) return header [ key ]
def main ( ) : """NAME angle . py DESCRIPTION calculates angle between two input directions D1 , D2 INPUT ( COMMAND LINE ENTRY ) D1 _ dec D1 _ inc D1 _ dec D2 _ inc OUTPUT angle SYNTAX angle . py [ - h ] [ - i ] [ command line options ] [ < filename ] OPTIONS - h prints help and quits - i fo...
out = "" if '-h' in sys . argv : print ( main . __doc__ ) sys . exit ( ) if '-F' in sys . argv : ind = sys . argv . index ( '-F' ) o = sys . argv [ ind + 1 ] out = open ( o , 'w' ) if '-i' in sys . argv : cont = 1 while cont == 1 : dir1 , dir2 = [ ] , [ ] try : an...
def softDeactivate ( rh ) : """Deactivate a virtual machine by first shutting down Linux and then log it off . Input : Request Handle with the following properties : function - ' POWERVM ' subfunction - ' SOFTOFF ' userid - userid of the virtual machine parms [ ' maxQueries ' ] - Maximum number of que...
rh . printSysLog ( "Enter powerVM.softDeactivate, userid: " + rh . userid ) strCmd = "echo 'ping'" iucvResults = execCmdThruIUCV ( rh , rh . userid , strCmd ) if iucvResults [ 'overallRC' ] == 0 : # We could talk to the machine , tell it to shutdown nicely . strCmd = "shutdown -h now" iucvResults = execCmdThruI...
def get_n_cluster_in_events ( event_numbers ) : '''Calculates the number of cluster in every given event . An external C + + library is used since there is no sufficient solution in python possible . Because of np . bincount # BUG # 225 for values > int32 and the different handling under 32/64 bit operating sys...
logging . debug ( "Calculate the number of cluster in every given event" ) event_numbers = np . ascontiguousarray ( event_numbers ) # change memory alignement for c + + library result_event_numbers = np . empty_like ( event_numbers ) result_count = np . empty_like ( event_numbers , dtype = np . uint32 ) result_size = a...
def train ( args , params ) : '''Train model'''
x_train , y_train , x_test , y_test = load_mnist_data ( args ) model = create_mnist_model ( params ) # nni model . fit ( x_train , y_train , batch_size = args . batch_size , epochs = args . epochs , verbose = 1 , validation_data = ( x_test , y_test ) , callbacks = [ SendMetrics ( ) , TensorBoard ( log_dir = TENSORBOARD...
def build_instance_name ( inst , obj = None ) : """Return an instance name from an instance , and set instance . path"""
if obj is None : for _ in inst . properties . values ( ) : inst . path . keybindings . __setitem__ ( _ . name , _ . value ) return inst . path if not isinstance ( obj , list ) : return build_instance_name ( inst , get_keys_from_class ( obj ) ) keys = { } for _ in obj : if _ not in inst . propert...
def reset_point_source_cache ( self , bool = True ) : """deletes all the cache in the point source class and saves it from then on : return :"""
for imageModel in self . _imageModel_list : imageModel . reset_point_source_cache ( bool = bool )
def main ( ) : """NAME basemap _ magic . py NB : this program no longer maintained - use plot _ map _ pts . py for greater functionality DESCRIPTION makes a map of locations in er _ sites . txt SYNTAX basemap _ magic . py [ command line options ] OPTIONS - h prints help message and quits - f SFILE...
dir_path = '.' sites_file = 'er_sites.txt' ocean = 0 res = 'i' proj = 'merc' prn_name = 0 prn_loc = 0 fancy = 0 rivers , boundaries = 0 , 0 padlon , padlat , gridspace , details = .5 , .5 , .5 , 1 fmt = 'pdf' if '-h' in sys . argv : print ( main . __doc__ ) sys . exit ( ) if '-f' in sys . argv : ind = sys ....
def to_dict ( self ) : '''Return a dict of the attributes .'''
return dict ( raw = self . raw , scheme = self . scheme , authority = self . authority , netloc = self . authority , path = self . path , query = self . query , fragment = self . fragment , userinfo = self . userinfo , username = self . username , password = self . password , host = self . host , hostname = self . host...
def _make_unknown_name ( self , cursor ) : '''Creates a name for unname type'''
parent = cursor . lexical_parent pname = self . get_unique_name ( parent ) log . debug ( '_make_unknown_name: Got parent get_unique_name %s' , pname ) # we only look at types declarations _cursor_decl = cursor . type . get_declaration ( ) # we had the field index from the parent record , as to differenciate # between u...
def get_embedded_object ( self , signature_id ) : '''Retrieves a embedded signing object Retrieves an embedded object containing a signature url that can be opened in an iFrame . Args : signature _ id ( str ) : The id of the signature to get a signature url for Returns : An Embedded object'''
request = self . _get_request ( ) return request . get ( self . EMBEDDED_OBJECT_GET_URL + signature_id )
def steal_page ( self , page ) : """Steal a page from another document"""
if page . doc == self : return self . fs . mkdir_p ( self . path ) new_page = ImgPage ( self , self . nb_pages ) logger . info ( "%s --> %s" % ( str ( page ) , str ( new_page ) ) ) new_page . _steal_content ( page )
def record ( self , action , props = None , path = KISSmetrics . RECORD_PATH , resp = False ) : """Record event for identity with any properties . : param action : event performed : param props : any additional data to include : type props : dict : param resp : indicate whether to return response : type r...
self . check_id_key ( ) timestamp = None if not props : props = { } response = self . client . record ( person = self . identity , event = action , properties = props , timestamp = timestamp , path = path ) if resp : return response