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def insert ( self ) : """Insert this document"""
from mongoframes . queries import to_refs # Send insert signal signal ( 'insert' ) . send ( self . __class__ , frames = [ self ] ) # Prepare the document to be inserted document = to_refs ( self . _document ) # Insert the document and update the Id self . _id = self . get_collection ( ) . insert_one ( document ) . inse...
def _decode_v2 ( value ) : """Decode ' : ' and ' $ ' characters encoded by ` _ encode ` ."""
if re . search ( r'(?<!\$):' , value ) : raise ValueError ( "Unescaped ':' in the encoded string" ) decode_colons = value . replace ( '$:' , ':' ) if re . search ( r'(?<!\$)(\$\$)*\$([^$]|\Z)' , decode_colons ) : raise ValueError ( "Unescaped '$' in encoded string" ) return decode_colons . replace ( '$$' , '$' ...
def save ( obj , path ) : """Pickle ( serialize ) object to input file path Parameters obj : any object path : string File path"""
with open ( path , 'wb' ) as f : try : pickle . dump ( obj , f , protocol = pickle . HIGHEST_PROTOCOL ) except Exception as e : print ( 'Pickling failed for object {0}, path {1}' . format ( obj , path ) ) print ( 'Error message: {0}' . format ( e ) )
def isSequence ( arg ) : """Check if input is iterable ."""
if hasattr ( arg , "strip" ) : return False if hasattr ( arg , "__getslice__" ) : return True if hasattr ( arg , "__iter__" ) : return True return False
def to_paginated_list ( self , result , _ns , _operation , ** kwargs ) : """Convert a controller result to a paginated list . The result format is assumed to meet the contract of this page class ' s ` parse _ result ` function ."""
items , context = self . parse_result ( result ) headers = dict ( ) paginated_list = PaginatedList ( items = items , _page = self , _ns = _ns , _operation = _operation , _context = context , ) return paginated_list , headers
def _set_show_mpls_ldp_statistics ( self , v , load = False ) : """Setter method for show _ mpls _ ldp _ statistics , mapped from YANG variable / brocade _ mpls _ rpc / show _ mpls _ ldp _ statistics ( rpc ) If this variable is read - only ( config : false ) in the source YANG file , then _ set _ show _ mpls _ ...
if hasattr ( v , "_utype" ) : v = v . _utype ( v ) try : t = YANGDynClass ( v , base = show_mpls_ldp_statistics . show_mpls_ldp_statistics , is_leaf = True , yang_name = "show-mpls-ldp-statistics" , rest_name = "show-mpls-ldp-statistics" , parent = self , path_helper = self . _path_helper , extmethods = self . ...
def create_node ( self , network , participant ) : """Create a node for a participant ."""
return self . models . MCMCPAgent ( network = network , participant = participant )
def _get_banner ( ) : """Return a banner message for the interactive console ."""
result = '' result += '\nPython %s' % _sys . version result += '\n\nWbemcli interactive shell' result += '\n%s' % _get_connection_info ( ) # Give hint about exiting . Most people exit with ' quit ( ) ' which will # not return from the interact ( ) method , and thus will not write # the history . if _sys . platform == '...
def make_catalogs_backup ( catalogs , local_catalogs_dir = "" , include_metadata = True , include_data = True , include_metadata_xlsx = False , use_short_path = False ) : """Realiza una copia local de los datos y metadatos de un catálogo . Args : catalogs ( list or dict ) : Lista de catálogos ( elementos que ...
if isinstance ( catalogs , list ) : for catalog in catalogs : try : make_catalog_backup ( catalog , local_catalogs_dir = local_catalogs_dir , include_metadata = include_metadata , include_metadata_xlsx = include_metadata_xlsx , include_data = include_data , use_short_path = use_short_path ) ...
def create_job ( batch_service_client , job_id , pool_id ) : """Creates a job with the specified ID , associated with the specified pool . : param batch _ service _ client : A Batch service client . : type batch _ service _ client : ` azure . batch . BatchServiceClient ` : param str job _ id : The ID for the ...
print ( 'Creating job [{}]...' . format ( job_id ) ) job = batch . models . JobAddParameter ( id = job_id , pool_info = batch . models . PoolInformation ( pool_id = pool_id ) ) try : batch_service_client . job . add ( job ) except batchmodels . batch_error . BatchErrorException as err : print_batch_exception ( ...
def create_ikepolicy ( name , profile = None , ** kwargs ) : '''Creates a new IKEPolicy CLI Example : . . code - block : : bash salt ' * ' neutron . create _ ikepolicy ikepolicy - name phase1 _ negotiation _ mode = main auth _ algorithm = sha1 encryption _ algorithm = aes - 128 pfs = group5 : param name...
conn = _auth ( profile ) return conn . create_ikepolicy ( name , ** kwargs )
def _list_distributions ( conn , name = None , region = None , key = None , keyid = None , profile = None , ) : '''Private function that returns an iterator over all CloudFront distributions . The caller is responsible for all boto - related error handling . name ( Optional ) Only yield the distribution with ...
for dl_ in conn . get_paginator ( 'list_distributions' ) . paginate ( ) : distribution_list = dl_ [ 'DistributionList' ] if 'Items' not in distribution_list : # If there are no items , AWS omits the ` Items ` key for some reason continue for partial_dist in distribution_list [ 'Items' ] : ta...
def _get_perez_coefficients ( perezmodel ) : '''Find coefficients for the Perez model Parameters perezmodel : string ( optional , default = ' allsitescomposite1990 ' ) a character string which selects the desired set of Perez coefficients . If model is not provided as an input , the default , '1990 ' will...
coeffdict = { 'allsitescomposite1990' : [ [ - 0.0080 , 0.5880 , - 0.0620 , - 0.0600 , 0.0720 , - 0.0220 ] , [ 0.1300 , 0.6830 , - 0.1510 , - 0.0190 , 0.0660 , - 0.0290 ] , [ 0.3300 , 0.4870 , - 0.2210 , 0.0550 , - 0.0640 , - 0.0260 ] , [ 0.5680 , 0.1870 , - 0.2950 , 0.1090 , - 0.1520 , - 0.0140 ] , [ 0.8730 , - 0.3920 ...
def copy_heroku_to_local ( id ) : """Copy a Heroku database locally ."""
heroku_app = HerokuApp ( dallinger_uid = id ) try : subprocess . call ( [ "dropdb" , heroku_app . name ] ) except Exception : pass heroku_app . pg_pull ( )
def assert_json_subset ( first , second ) : """Assert that a JSON object or array is a subset of another JSON object or array . The first JSON object or array must be supplied as a JSON - compatible dict or list , the JSON object or array to check must be a string , an UTF - 8 bytes object , or a JSON - com...
if not isinstance ( second , ( dict , list , str , bytes ) ) : raise TypeError ( "second must be dict, list, str, or bytes" ) if isinstance ( second , bytes ) : second = second . decode ( "utf-8" ) if isinstance ( second , _Str ) : parsed_second = json_loads ( second ) else : parsed_second = second if n...
def get_imports ( fname ) : """get a list of imports from a Python program"""
txt = '' with open ( fname , 'r' ) as f : for line in f : if line [ 0 : 6 ] == 'import' : txt += '<PRE>' + strip_text_after_string ( line [ 7 : ] , ' as ' ) + '</PRE>\n' return txt + '<BR>'
def _Rzderiv ( self , R , z , phi = 0. , t = 0. ) : """NAME : _ Rzderiv PURPOSE : evaluate the mixed R , z derivative for this potential INPUT : R - Galactocentric cylindrical radius z - vertical height phi - azimuth t - time OUTPUT : d2phi / dR / dz HISTORY : 2013-08-28 - Written - Bovy ( I...
Rz = R ** 2. + z ** 2. sqrtRz = numpy . sqrt ( Rz ) return - R * z * ( - 4. * Rz - 3. * self . a * sqrtRz + 3. * ( self . a ** 2. + Rz + 2. * self . a * sqrtRz ) * numpy . log ( 1. + sqrtRz / self . a ) ) * Rz ** - 2.5 * ( self . a + sqrtRz ) ** - 2.
def eliminate_repeats ( text ) : '''Returns a list of words that occur in the text . Eliminates stopwords .'''
bannedwords = read_file ( 'stopwords.txt' ) alphabet = 'abcdefghijklmnopqrstuvwxyz' words = text . split ( ) standardwords = [ ] for word in words : newstr = '' for char in word : if char in alphabet or char in alphabet . upper ( ) : newstr += char if newstr not in standardwords and news...
def trainClassifier ( self ) : """Self - consistently train the classifier"""
self . loadPopulationMetadata ( ) self . loadSimResults ( ) cut_geometry , flags_geometry = self . applyGeometry ( self . data_population [ 'RA' ] , self . data_population [ 'DEC' ] ) cut_detect_sim_results_sig = ( np . logical_or ( np . logical_and ( self . data_sim [ 'SIG' ] >= self . config [ self . algorithm ] [ 's...
def parseTlvProperties ( response ) : """return the GET _ TLV _ PROPERTIES structure @ param response : result of L { FEATURE _ GET _ TLV _ PROPERTIES } @ rtype : dict @ return : a dict"""
d = { 'raw' : response , } # create a new list to consume it tmp = list ( response ) while tmp : tag = tmp [ 0 ] len = tmp [ 1 ] data = tmp [ 2 : 2 + len ] if PCSCv2_PART10_PROPERTY_sFirmwareID == tag : # convert to a string data = "" . join ( [ chr ( c ) for c in data ] ) # we now suppose t...
def node_conv ( obj ) : """This is the " string conversion " routine that we have our substitutions use to return Nodes , not strings . This relies on the fact that an EntryProxy object has a get ( ) method that returns the underlying Node that it wraps , which is a bit of architectural dependence that we m...
try : get = obj . get except AttributeError : if isinstance ( obj , SCons . Node . Node ) or SCons . Util . is_Sequence ( obj ) : result = obj else : result = str ( obj ) else : result = get ( ) return result
def get_levels_and_coordinates_names ( self ) : """Get the current level of the high level mean plot and the name of the corrisponding site , study , etc . As well as the code for the current coordinate system . Returns ( high _ level _ type , high _ level _ name , coordinate _ system ) : tuple object con...
if self . COORDINATE_SYSTEM == "geographic" : dirtype = 'DA-DIR-GEO' elif self . COORDINATE_SYSTEM == "tilt-corrected" : dirtype = 'DA-DIR-TILT' else : dirtype = 'DA-DIR' if self . level_box . GetValue ( ) == 'sample' : high_level_type = 'samples' if self . level_box . GetValue ( ) == 'site' : high_...
def urls ( self ) : "Returns a list of ( value , URL ) tuples ."
# First , check the urls ( ) method for each plugin . plugin_urls = [ ] for plugin_name , plugin in self . model . model_databrowse ( ) . plugins . items ( ) : urls = plugin . urls ( plugin_name , self ) if urls is not None : # plugin _ urls . append ( urls ) values = self . values ( ) return zi...
def fromJSON ( value ) : """loads the GP object from a JSON string"""
j = json . loads ( value ) v = GPLinearUnit ( ) if "defaultValue" in j : v . value = j [ 'defaultValue' ] else : v . value = j [ 'value' ] if 'paramName' in j : v . paramName = j [ 'paramName' ] elif 'name' in j : v . paramName = j [ 'name' ] return v
def get_config_values ( config_path , section , default = 'default' ) : """Parse ini config file and return a dict of values . The provided section overrides any values in default section ."""
values = { } if not os . path . isfile ( config_path ) : raise IpaUtilsException ( 'Config file not found: %s' % config_path ) config = configparser . ConfigParser ( ) try : config . read ( config_path ) except Exception : raise IpaUtilsException ( 'Config file format invalid.' ) try : values . update (...
def _counts_to_coverages ( sample_data , counts_in_1x ) : """If the user specified read length and genome size in the config , convert the raw counts / bases into the depth of coverage ."""
if not counts_in_1x : return { None : None } return OrderedDict ( ( _count_to_coverage ( x , counts_in_1x ) , _count_to_coverage ( y , counts_in_1x ) ) for x , y in sample_data . items ( ) )
def _verifyHostKey ( self , hostKey , fingerprint ) : """Called when ssh transport requests us to verify a given host key . Return a deferred that callback if we accept the key or errback if we decide to reject it ."""
if fingerprint in self . knownHosts : return defer . succeed ( True ) return defer . fail ( UnknownHostKey ( hostKey , fingerprint ) )
def transaction_location_id ( self , transaction_location_id ) : """Sets the transaction _ location _ id of this AdditionalRecipientReceivableRefund . The ID of the location that created the receivable . This is the location ID on the associated transaction . : param transaction _ location _ id : The transactio...
if transaction_location_id is None : raise ValueError ( "Invalid value for `transaction_location_id`, must not be `None`" ) if len ( transaction_location_id ) < 1 : raise ValueError ( "Invalid value for `transaction_location_id`, length must be greater than or equal to `1`" ) self . _transaction_location_id = t...
def vector ( x , y = None , z = 0.0 ) : """Return a 3D numpy array representing a vector ( of type ` numpy . float64 ` ) . If ` y ` is ` ` None ` ` , assume input is already in the form ` [ x , y , z ] ` ."""
if y is None : # assume x is already [ x , y , z ] return np . array ( x , dtype = np . float64 ) return np . array ( [ x , y , z ] , dtype = np . float64 )
def find_request ( ) : '''Inspect running environment for request object . There should be one , but don ' t rely on it .'''
frame = inspect . currentframe ( ) request = None f = frame while not request and f : if 'request' in f . f_locals and isinstance ( f . f_locals [ 'request' ] , HttpRequest ) : request = f . f_locals [ 'request' ] f = f . f_back del frame return request
def get_auth_token_login_url ( self , auth_token_ticket , authenticator , private_key , service_url , username , ) : '''Build an auth token login URL . See https : / / github . com / rbCAS / CASino / wiki / Auth - Token - Login for details .'''
auth_token , auth_token_signature = self . _build_auth_token_data ( auth_token_ticket , authenticator , private_key , username = username , ) logging . debug ( '[CAS] AuthToken: {}' . format ( auth_token ) ) url = self . _get_auth_token_login_url ( auth_token = auth_token , auth_token_signature = auth_token_signature ,...
def write_main_jobwrappers ( self ) : '''Writes out ' jobs ' as wrapped toil objects in preparation for calling . : return : A string representing this .'''
main_section = '' # toil cannot technically start with multiple jobs , so an empty # ' initialize _ jobs ' function is always called first to get around this main_section = main_section + '\n job0 = Job.wrapJobFn(initialize_jobs)\n' # declare each job in main as a wrapped toil function in order of priority for w...
def _convert_to ( maybe_device , convert_to ) : '''Convert a device name , UUID or LABEL to a device name , UUID or LABEL . Return the fs _ spec required for fstab .'''
# Fast path . If we already have the information required , we can # save one blkid call if not convert_to or ( convert_to == 'device' and maybe_device . startswith ( '/' ) ) or maybe_device . startswith ( '{}=' . format ( convert_to . upper ( ) ) ) : return maybe_device # Get the device information if maybe_device...
def extract_js_links ( bs4 ) : """Extracting js links from BeautifulSoup object : param bs4 : ` BeautifulSoup ` : return : ` list ` List of links"""
links = extract_links ( bs4 ) real_js = [ anchor for anchor in links if anchor . endswith ( ( '.js' , '.JS' ) ) ] js_tags = [ anchor [ 'src' ] for anchor in bs4 . select ( 'script[type="text/javascript"]' ) if anchor . has_attr ( 'src' ) ] return list ( set ( real_js + js_tags ) )
def add ( self , key , item ) : """Add a new key / item pair to the dictionary . Resets an existing key value only if this is an exact match to a known key ."""
mmkeys = self . mmkeys if mmkeys is not None and not ( key in self . data ) : # add abbreviations as short as minkeylength # always add at least one entry ( even for key = " " ) lenkey = len ( key ) start = min ( self . minkeylength , lenkey ) # cache references to speed up loop a bit mmkeysGet = mmkeys...
def loadgrants ( source = None , setspec = None , all_grants = False ) : """Harvest grants from OpenAIRE . : param source : Load the grants from a local sqlite db ( offline ) . The value of the parameter should be a path to the local file . : type source : str : param setspec : Harvest specific set through ...
assert all_grants or setspec or source , "Either '--all', '--setspec' or '--source' is required parameter." if all_grants : harvest_all_openaire_projects . delay ( ) elif setspec : click . echo ( "Remote grants loading sent to queue." ) harvest_openaire_projects . delay ( setspec = setspec ) else : # if sou...
def create_cache ( directory , compress_level = 6 , value_type_is_binary = False , ** kwargs ) : """Create a html cache . Html string will be automatically compressed . : param directory : path for the cache directory . : param compress _ level : 0 ~ 9 , 9 is slowest and smallest . : param kwargs : other argu...
cache = diskcache . Cache ( directory , disk = CompressedDisk , disk_compress_level = compress_level , disk_value_type_is_binary = value_type_is_binary , ** kwargs ) return cache
def _GetStat ( self ) : """Retrieves a stat object . Returns : VFSStat : a stat object . Raises : BackEndError : when the encoded stream is missing ."""
stat_object = vfs_stat . VFSStat ( ) # File data stat information . stat_object . size = self . path_spec . range_size # File entry type stat information . stat_object . type = stat_object . TYPE_FILE return stat_object
def run ( self , * args , ** kwargs ) : """Run this program with Parameters , Redirects , and Pipes . If shell = True , this command is executed as a string directly on the shell ; otherwise , it ' s executed using Popen processes and appropriate streams . : param args : 0 or more of Parameter , Redirect , an...
# Get default for kwarg shell shell = kwargs . get ( 'shell' , False ) # Output log info for this command run_cmd = self . __generate_cmd ( * args , shell = True ) log_header = 'Running {}\n{}\n' . format ( self . software_name , run_cmd ) if _Settings . logger . _is_active ( ) : _Settings . logger . _write ( log_h...
def fingerprint_from_raw_ssh_pub_key ( key ) : """Encode a raw SSH key ( string of bytes , as from ` str ( paramiko . AgentKey ) ` ) to a fingerprint in the typical '54 : c7:4c : 93 : cf : ff : e3:32:68 : bc : 89:6e : 5e : 22 : b5:9c ' form ."""
fp_plain = hashlib . md5 ( key ) . hexdigest ( ) return ':' . join ( a + b for a , b in zip ( fp_plain [ : : 2 ] , fp_plain [ 1 : : 2 ] ) )
def valueAt ( self , point ) : """Returns the value within the chart for the given point . : param point | < QPoint > : return { < str > axis name : < variant > value , . . }"""
chart_point = self . uiChartVIEW . mapFromParent ( point ) scene_point = self . uiChartVIEW . mapToScene ( chart_point ) return self . renderer ( ) . valueAt ( self . axes ( ) , scene_point )
def _get_k ( self ) : '''Accessing self . k indirectly allows for creating the kvstore table if necessary .'''
if not self . ready : self . k . create ( ) # create table if it does not exist . self . ready = True return self . k
def responseReceived ( self , response , tag ) : """Receives some characters of a netstring . Whenever a complete response is received , this method calls the deferred associated with it . @ param response : A complete response generated by exiftool . @ type response : C { bytes } @ param tag : The tag as...
self . _queue . pop ( tag ) . callback ( response )
def _dispatch ( self , textgroup , directory ) : """Run the dispatcher over a textgroup . : param textgroup : Textgroup object that needs to be dispatched : param directory : Directory in which the textgroup was found"""
if textgroup . id in self . dispatcher . collection : self . dispatcher . collection [ textgroup . id ] . update ( textgroup ) else : self . dispatcher . dispatch ( textgroup , path = directory ) for work_urn , work in textgroup . works . items ( ) : if work_urn in self . dispatcher . collection [ textgroup...
def avgwaittime_get ( self , service_staff_id , start_date , end_date , session ) : '''taobao . wangwang . eservice . avgwaittime . get 平均等待时长 根据客服ID和日期 , 获取该客服 " 当日接待的所有客户的平均等待时长 " 。 备注 : - 1 、 如果是操作者ID = 被查者ID , 返回被查者ID的 " 当日接待的所有客户的平均等待时长 " 。 - 2 、 如果操作者是组管理员 , 他可以查询他的组中的所有子帐号的 " 当日接待的所有客户的平均等待时长 " 。 - 3...
request = TOPRequest ( 'taobao.wangwang.eservice.avgwaittime.get' ) request [ 'service_staff_id' ] = service_staff_id request [ 'start_date' ] = start_date request [ 'end_date' ] = end_date self . create ( self . execute ( request , session ) ) return self . waiting_time_list_on_days
def get_input_channel ( entity ) : """Similar to : meth : ` get _ input _ peer ` , but for : tl : ` InputChannel ` ' s alone ."""
try : if entity . SUBCLASS_OF_ID == 0x40f202fd : # crc32 ( b ' InputChannel ' ) return entity except AttributeError : _raise_cast_fail ( entity , 'InputChannel' ) if isinstance ( entity , ( types . Channel , types . ChannelForbidden ) ) : return types . InputChannel ( entity . id , entity . access_h...
def _parse_extra ( self , fp ) : """Parse and store the config comments and create maps for dot notion lookup"""
comment = '' section = '' fp . seek ( 0 ) for line in fp : line = line . rstrip ( ) if not line : if comment : comment += '\n' continue if line . startswith ( '#' ) : # Comment comment += line + '\n' continue if line . startswith ( '[' ) : # Section se...
def organizations_create_many ( self , data , ** kwargs ) : "https : / / developer . zendesk . com / rest _ api / docs / core / organizations # create - many - organizations"
api_path = "/api/v2/organizations/create_many.json" return self . call ( api_path , method = "POST" , data = data , ** kwargs )
def list_locations ( self , provider = None ) : '''List all available locations in configured cloud systems'''
mapper = salt . cloud . Map ( self . _opts_defaults ( ) ) return salt . utils . data . simple_types_filter ( mapper . location_list ( provider ) )
def color_string ( color , string ) : """Colorizes a given string , if coloring is available ."""
if not color_available : return string return color + string + colorama . Fore . RESET
def stop ( self ) : """Tell the sender thread to finish and wait for it to stop sending ( should be at most " timeout " seconds ) ."""
if self . interval is not None : self . _queue . put_nowait ( None ) self . _thread . join ( ) self . interval = None
def _flatten_subsection ( subsection , _type , offset , parent ) : '''Flatten a subsection from its nested version Args : subsection : Nested subsection as produced by _ parse _ section , except one level in _ type : type of section , ie : AXON , etc parent : first element has this as it ' s parent offset...
for row in subsection : # TODO : Figure out what these correspond to in neurolucida if row in ( 'Low' , 'Generated' , 'High' , ) : continue elif isinstance ( row [ 0 ] , StringType ) : if len ( row ) in ( 4 , 5 , ) : if len ( row ) == 5 : assert row [ 4 ] [ 0 ] == 'S'...
def delete_script ( self , script_id ) : """Deletes a stored script . script _ id : = id of stored script . status = pi . delete _ script ( sid )"""
res = yield from self . _pigpio_aio_command ( _PI_CMD_PROCD , script_id , 0 ) return _u2i ( res )
def do_youtube_dl ( worker , site , page ) : '''Runs youtube - dl configured for ` worker ` and ` site ` to download videos from ` page ` . Args : worker ( brozzler . BrozzlerWorker ) : the calling brozzler worker site ( brozzler . Site ) : the site we are brozzling page ( brozzler . Page ) : the page we ...
with tempfile . TemporaryDirectory ( prefix = 'brzl-ydl-' ) as tempdir : ydl = _build_youtube_dl ( worker , tempdir , site ) ie_result = _try_youtube_dl ( worker , ydl , site , page ) outlinks = set ( ) if ie_result and ie_result . get ( 'extractor' ) == 'youtube:playlist' : # youtube watch pages as out...
def add_surf ( self , surf , color = SKIN_COLOR , vertex_colors = None , values = None , limits_c = None , colormap = COLORMAP , alpha = 1 , colorbar = False ) : """Add surfaces to the visualization . Parameters surf : instance of wonambi . attr . anat . Surf surface to be plotted color : tuple or ndarray ,...
colors , limits = _prepare_colors ( color = color , values = values , limits_c = limits_c , colormap = colormap , alpha = alpha ) # meshdata uses numpy array , in the correct dimension vertex_colors = colors . rgba if vertex_colors . shape [ 0 ] == 1 : vertex_colors = tile ( vertex_colors , ( surf . n_vert , 1 ) ) ...
def snake_case ( a_string ) : """Returns a snake cased version of a string . : param a _ string : any : class : ` str ` object . Usage : > > > snake _ case ( ' FooBar ' ) " foo _ bar " """
partial = re . sub ( '(.)([A-Z][a-z]+)' , r'\1_\2' , a_string ) return re . sub ( '([a-z0-9])([A-Z])' , r'\1_\2' , partial ) . lower ( )
def _handle_amqp_frame ( self , data_in ) : """Unmarshal a single AMQP frame and return the result . : param data _ in : socket data : return : data _ in , channel _ id , frame"""
if not data_in : return data_in , None , None try : byte_count , channel_id , frame_in = pamqp_frame . unmarshal ( data_in ) return data_in [ byte_count : ] , channel_id , frame_in except pamqp_exception . UnmarshalingException : pass except specification . AMQPFrameError as why : LOGGER . error ( '...
def fit ( self , t , y , dy = None ) : """Fit the multiterm Periodogram model to the data . Parameters t : array _ like , one - dimensional sequence of observation times y : array _ like , one - dimensional sequence of observed values dy : float or array _ like ( optional ) errors on observed values""...
# For linear models , dy = 1 is equivalent to no errors if dy is None : dy = 1 self . t , self . y , self . dy = np . broadcast_arrays ( t , y , dy ) self . _fit ( self . t , self . y , self . dy ) self . _best_period = None # reset best period in case of refitting if self . fit_period : self . _best_period = s...
def get_stats_monthly ( start = None , end = None , ** kwargs ) : """MOVED to iexfinance . iexdata . get _ stats _ summary"""
import warnings warnings . warn ( WNG_MSG % ( "get_stats_monthly" , "iexdata.get_stats_summary" ) ) return MonthlySummaryReader ( start = start , end = end , ** kwargs ) . fetch ( )
def add_self_edges ( self , weight = None , copy = False ) : '''Adds all i - > i edges . weight may be a scalar or 1d array .'''
ii = np . arange ( self . num_vertices ( ) ) return self . add_edges ( ii , ii , weight = weight , symmetric = False , copy = copy )
def managed ( name , peers = None , servers = None ) : '''Manages the configuration of NTP peers and servers on the device , as specified in the state SLS file . NTP entities not specified in these lists will be removed whilst entities not configured on the device will be set . SLS Example : . . code - block ...
ret = _default_ret ( name ) result = ret . get ( 'result' , False ) comment = ret . get ( 'comment' , '' ) changes = ret . get ( 'changes' , { } ) if not ( isinstance ( peers , list ) or isinstance ( servers , list ) ) : # none of the is a list return ret # just exit if isinstance ( peers , list ) and not _check ( ...
async def parseResults ( self , api_data ) : """See CoverSource . parseResults ."""
results = [ ] # get xml results list xml_text = api_data . decode ( "utf-8" ) xml_root = xml . etree . ElementTree . fromstring ( xml_text ) status = xml_root . get ( "status" ) if status != "ok" : raise Exception ( "Unexpected Last.fm response status: %s" % ( status ) ) img_elements = xml_root . findall ( "album/i...
def module_settings ( self ) : """Get Module settings . Uses GET to / settings / modules interface . : Returns : ( dict ) Module settings as shown ` here < https : / / cloud . knuverse . com / docs / api / # api - Module _ Settings - Get _ the _ module _ settings > ` _ ."""
response = self . _get ( url . settings_modules ) self . _check_response ( response , 200 ) return self . _create_response ( response )
def disco_query ( self ) : """Makes a request to the discovery server : type context : satosa . context . Context : type internal _ req : satosa . internal . InternalData : rtype : satosa . response . SeeOther : param context : The current context : param internal _ req : The request : return : Response...
return_url = self . sp . config . getattr ( "endpoints" , "sp" ) [ "discovery_response" ] [ 0 ] [ 0 ] loc = self . sp . create_discovery_service_request ( self . discosrv , self . sp . config . entityid , ** { "return" : return_url } ) return SeeOther ( loc )
def Parse ( self , conditions , host_data ) : """Runs methods that evaluate whether collected host _ data has an issue . Args : conditions : A list of conditions to determine which Methods to trigger . host _ data : A map of artifacts and rdf data . Returns : A CheckResult populated with Anomalies if an i...
result = CheckResult ( check_id = self . check_id ) methods = self . SelectChecks ( conditions ) result . ExtendAnomalies ( [ m . Parse ( conditions , host_data ) for m in methods ] ) return result
def get_network_adapter ( self , slot ) : """Returns the network adapter associated with the given slot . Slots are numbered sequentially , starting with zero . The total number of adapters per machine is defined by the : py : func : ` ISystemProperties . get _ max _ network _ adapters ` property , so the m...
if not isinstance ( slot , baseinteger ) : raise TypeError ( "slot can only be an instance of type baseinteger" ) adapter = self . _call ( "getNetworkAdapter" , in_p = [ slot ] ) adapter = INetworkAdapter ( adapter ) return adapter
def get_log_entries_by_search ( self , log_entry_query , log_entry_search ) : """Pass through to provider LogEntrySearchSession . get _ log _ entries _ by _ search"""
# Implemented from azosid template for - # osid . resource . ResourceSearchSession . get _ resources _ by _ search _ template if not self . _can ( 'search' ) : raise PermissionDenied ( ) return self . _provider_session . get_log_entries_by_search ( log_entry_query , log_entry_search )
def _get_more_data ( self , file , timeout ) : """Return data from the file , if available . If no data is received by the timeout , then raise RuntimeError ."""
timeout = datetime . timedelta ( seconds = timeout ) timer = Stopwatch ( ) while timer . split ( ) < timeout : data = file . read ( ) if data : return data raise RuntimeError ( "Timeout" )
def from_dataset ( cls , dataset , constraints = ( ) , ** kwargs ) : """Construct a optimized inverse model from an existing dataset . A LWLR forward model is constructed by default ."""
fm = LWLRForwardModel ( dataset . dim_x , dataset . dim_y , ** kwargs ) fm . dataset = dataset im = cls . from_forward ( fm , constraints = constraints , ** kwargs ) return im
def product_of_three_primes ( n : int ) -> bool : """Checks if the given number is a product of three distinct prime numbers . Returns true if it is , false otherwise . Assumption : The input number ( n ) is less than 100. Example : product _ of _ three _ primes ( 30 ) returns True 30 = 2 * 3 * 5 Args : ...
# Check if a number is prime def check_prime ( p ) : for item in range ( 2 , p ) : if p % item == 0 : return False return True # Iterate for possible prime factors for first in range ( 2 , 101 ) : if check_prime ( first ) : for second in range ( 2 , 101 ) : if check_p...
def next ( self ) : """Gets next entry as a dictionary . Returns : object - Object key / value pair representing a row . { key1 : value1 , key2 : value2 , . . . }"""
try : entry = { } row = self . _csv_reader . next ( ) for i in range ( 0 , len ( row ) ) : entry [ self . _headers [ i ] ] = row [ i ] return entry except Exception as e : # close our file when we ' re done reading . self . _file . close ( ) raise e
def unpunctuate ( s , * , char_blacklist = string . punctuation ) : """Remove punctuation from string s ."""
# remove punctuation s = "" . join ( c for c in s if c not in char_blacklist ) # remove consecutive spaces return " " . join ( filter ( None , s . split ( " " ) ) )
def plot2dhist ( xdata , ydata , cmap = 'binary' , interpolation = 'nearest' , fig = None , logscale = True , xbins = None , ybins = None , nbins = 50 , pts_only = False , ** kwargs ) : """Plots a 2d density histogram of provided data : param xdata , ydata : ( array - like ) Data to plot . : param cmap : ( op...
setfig ( fig ) if pts_only : plt . plot ( xdata , ydata , ** kwargs ) return ok = ( ~ np . isnan ( xdata ) & ~ np . isnan ( ydata ) & ~ np . isinf ( xdata ) & ~ np . isinf ( ydata ) ) if ~ ok . sum ( ) > 0 : logging . warning ( '{} x values and {} y values are nan' . format ( np . isnan ( xdata ) . sum ( ) ...
def snipstr ( string , width = 79 , snipat = None , ellipsis = '...' ) : """Return string cut to specified length . > > > snipstr ( ' abcdefghijklmnop ' , 8) ' abc . . . op '"""
if snipat is None : snipat = 0.5 if ellipsis is None : if isinstance ( string , bytes ) : ellipsis = b'...' else : ellipsis = u'\u2026' # does not print on win - py3.5 esize = len ( ellipsis ) splitlines = string . splitlines ( ) # TODO : finish and test multiline snip result = [ ] f...
def coords ( self ) : """Returns a tuple representing the location of the address in a GIS coords format , i . e . ( longitude , latitude ) ."""
x , y = ( "lat" , "lng" ) if self . order == "lat" else ( "lng" , "lat" ) try : return ( self [ "location" ] [ x ] , self [ "location" ] [ y ] ) except KeyError : return None
def _ensure_tree ( path ) : """Create a directory ( and any ancestor directories required ) . : param path : Directory to create"""
try : os . makedirs ( path ) except OSError as e : if e . errno == errno . EEXIST : if not os . path . isdir ( path ) : raise else : return False elif e . errno == errno . EISDIR : return False else : raise else : return True
def load ( self , filename , ** kwargs ) : """Parse a file specified with the filename and return an numpy array Parameters filename : string A path of a file Returns ndarray An instance of numpy array"""
with open ( filename , 'r' ) as f : return self . parse ( f , ** kwargs )
def from_dict ( cls , data ) : """Converts this from a dictionary to a object ."""
data = dict ( data ) cause = data . get ( 'cause' ) if cause is not None : data [ 'cause' ] = cls . from_dict ( cause ) return cls ( ** data )
def hash_evidence ( text : str , type : str , reference : str ) -> str : """Create a hash for an evidence and its citation . : param text : The evidence text : param type : The corresponding citation type : param reference : The citation reference"""
s = u'{type}:{reference}:{text}' . format ( type = type , reference = reference , text = text ) return hashlib . sha512 ( s . encode ( 'utf8' ) ) . hexdigest ( )
def run ( self ) : """Run the plugin ."""
if self . workflow . builder . base_from_scratch : self . log . info ( "Skipping comparing components: unsupported for FROM-scratch images" ) return worker_metadatas = self . workflow . postbuild_results . get ( PLUGIN_FETCH_WORKER_METADATA_KEY ) comp_list = self . get_component_list_from_workers ( worker_metad...
def sync_state_context ( self , state , context ) : """sync state context ."""
if isinstance ( state , NDArray ) : return state . as_in_context ( context ) elif isinstance ( state , ( tuple , list ) ) : synced_state = ( self . sync_state_context ( i , context ) for i in state ) if isinstance ( state , tuple ) : return tuple ( synced_state ) else : return list ( syn...
def getConnectorVersion ( self ) : """GET the current Connector version . : returns : asyncResult object , populates error and result fields : rtype : asyncResult"""
result = asyncResult ( ) data = self . _getURL ( "/" , versioned = False ) result . fill ( data ) if data . status_code == 200 : result . error = False else : result . error = response_codes ( "get_mdc_version" , data . status_code ) result . is_done = True return result
def expand_brackets ( s ) : """Remove whitespace and expand all brackets ."""
s = '' . join ( s . split ( ) ) while True : start = s . find ( '(' ) if start == - 1 : break count = 1 # Number of hanging open brackets p = start + 1 while p < len ( s ) : if s [ p ] == '(' : count += 1 if s [ p ] == ')' : count -= 1 if n...
def get_reservation_ports ( session , reservation_id , model_name = 'Generic Traffic Generator Port' ) : """Get all Generic Traffic Generator Port in reservation . : return : list of all Generic Traffic Generator Port resource objects in reservation"""
reservation_ports = [ ] reservation = session . GetReservationDetails ( reservation_id ) . ReservationDescription for resource in reservation . Resources : if resource . ResourceModelName == model_name : reservation_ports . append ( resource ) return reservation_ports
def get_page_children_dict ( self , page_qs = None ) : """Returns a dictionary of lists , where the keys are ' path ' values for pages , and the value is a list of children pages for that page ."""
children_dict = defaultdict ( list ) for page in page_qs or self . pages_for_display : children_dict [ page . path [ : - page . steplen ] ] . append ( page ) return children_dict
def update_workspace_config ( namespace , workspace , cnamespace , configname , body ) : """Update method configuration in workspace . Args : namespace ( str ) : project to which workspace belongs workspace ( str ) : Workspace name cnamespace ( str ) : Configuration namespace configname ( str ) : Configur...
uri = "workspaces/{0}/{1}/method_configs/{2}/{3}" . format ( namespace , workspace , cnamespace , configname ) return __post ( uri , json = body )
def remove_trailing_white_spaces ( self ) : """Removes document trailing white spaces . : return : Method success . : rtype : bool"""
cursor = self . textCursor ( ) block = self . document ( ) . findBlockByLineNumber ( 0 ) while block . isValid ( ) : cursor . setPosition ( block . position ( ) ) if re . search ( r"\s+$" , block . text ( ) ) : cursor . movePosition ( QTextCursor . EndOfBlock ) cursor . movePosition ( QTextCurso...
def create_configmap ( name , namespace , data , source = None , template = None , saltenv = 'base' , ** kwargs ) : '''Creates the kubernetes configmap as defined by the user . CLI Examples : : salt ' minion1 ' kubernetes . create _ configmap settings default ' { " example . conf " : " # example file " } ' sa...
if source : data = __read_and_render_yaml_file ( source , template , saltenv ) elif data is None : data = { } data = __enforce_only_strings_dict ( data ) body = kubernetes . client . V1ConfigMap ( metadata = __dict_to_object_meta ( name , namespace , { } ) , data = data ) cfg = _setup_conn ( ** kwargs ) try : ...
def _add_new_methods ( cls ) : """Add all generated methods to result class ."""
for name , method in cls . context . new_methods . items ( ) : if hasattr ( cls . context . new_class , name ) : raise ValueError ( "Name collision in state machine class - '{name}'." . format ( name ) ) setattr ( cls . context . new_class , name , method )
def get_description_by_type ( self , type_p ) : """This is the same as : py : func : ` get _ description ` except that you can specify which types should be returned . in type _ p of type : class : ` VirtualSystemDescriptionType ` out types of type : class : ` VirtualSystemDescriptionType ` out refs of type...
if not isinstance ( type_p , VirtualSystemDescriptionType ) : raise TypeError ( "type_p can only be an instance of type VirtualSystemDescriptionType" ) ( types , refs , ovf_values , v_box_values , extra_config_values ) = self . _call ( "getDescriptionByType" , in_p = [ type_p ] ) types = [ VirtualSystemDescriptionT...
def build_inventory ( setup ) : '''Builds an inventory for use as part of an ` dynamic Ansible inventory < http : / / docs . ansible . com / ansible / intro _ dynamic _ inventory . html > ` _ according to the ` script conventions < http : / / docs . ansible . com / ansible / developing _ inventory . html # sc...
inventory = dict ( ) inventory [ 'all' ] = dict ( ) inventory [ 'all' ] [ 'vars' ] = { 'provider' : setup . cloud . provider , 'region' : setup . cloud . region , 'key_name' : setup . cloud . key_name , 'key_file' : os . path . expandvars ( os . path . expanduser ( setup . cloud . key_file_public ) ) , 'network' : setu...
def theme ( self , value ) : """Setter for * * self . _ _ theme * * attribute . : param value : Attribute value . : type value : dict"""
if value is not None : assert type ( value ) is dict , "'{0}' attribute: '{1}' type is not 'dict'!" . format ( "theme" , value ) self . __theme = value
def translate ( self ) : """Compile the variable lookup ."""
ident = self . ident expr = ex_rvalue ( VARIABLE_PREFIX + ident ) return [ expr ] , set ( [ ident ] ) , set ( )
def _parse_commit_response ( commit_response_pb ) : """Extract response data from a commit response . : type commit _ response _ pb : : class : ` . datastore _ pb2 . CommitResponse ` : param commit _ response _ pb : The protobuf response from a commit request . : rtype : tuple : returns : The pair of the nu...
mut_results = commit_response_pb . mutation_results index_updates = commit_response_pb . index_updates completed_keys = [ mut_result . key for mut_result in mut_results if mut_result . HasField ( "key" ) ] # Message field ( Key ) return index_updates , completed_keys
def annotate_snvs ( adapter , vcf_obj ) : """Annotate all variants in a VCF Args : adapter ( loqusdb . plugin . adapter ) vcf _ obj ( cyvcf2 . VCF ) Yields : variant ( cyvcf2 . Variant ) : Annotated variant"""
variants = { } for nr_variants , variant in enumerate ( vcf_obj , 1 ) : # Add the variant to current batch variants [ get_variant_id ( variant ) ] = variant # If batch len = = 1000 we annotate the batch if ( nr_variants % 1000 ) == 0 : for var_obj in adapter . search_variants ( list ( variants . key...
def existing ( self ) : """find existing content assigned to this layout"""
catalog = api . portal . get_tool ( 'portal_catalog' ) results = [ ] layout_path = self . _get_layout_path ( self . request . form . get ( 'layout' , '' ) ) for brain in catalog ( layout = layout_path ) : results . append ( { 'title' : brain . Title , 'url' : brain . getURL ( ) } ) return json . dumps ( { 'total' :...
def preparse ( template_text , lookup = None ) : """Do any special processing of a template , including recognizing the templating language and resolving file : references , then return an appropriate wrapper object . Currently Tempita and Python string interpolation are supported . ` lookup ` is an optional ...
# First , try to resolve file : references to their contents template_path = None try : is_file = template_text . startswith ( "file:" ) except ( AttributeError , TypeError ) : pass # not a string else : if is_file : template_path = template_text [ 5 : ] if template_path . startswith ( '...
def add_bundle ( name , scripts = [ ] , files = [ ] , scriptsdir = SCRIPTSDIR , filesdir = FILESDIR ) : """High level , simplified interface for creating a bundle which takes the bundle name , a list of script file names in a common scripts directory , and a list of absolute target file paths , of which the b...
scriptmap = makemap ( scripts , join ( PATH , scriptsdir ) ) filemap = dict ( zip ( files , [ join ( PATH , filesdir , os . path . basename ( f ) ) for f in files ] ) ) new_bundle ( name , scriptmap , filemap )
def aws_cli ( * cmd ) : """Invoke aws command ."""
old_env = dict ( os . environ ) try : # Environment env = os . environ . copy ( ) env [ 'LC_CTYPE' ] = u'en_US.UTF' os . environ . update ( env ) # Run awscli in the same process exit_code = create_clidriver ( ) . main ( * cmd ) # Deal with problems if exit_code > 0 : raise RuntimeEr...
def _decode_signature ( self , signature ) : """Decode the internal fields of the base64 - encoded signature ."""
sig = a2b_base64 ( signature ) if len ( sig ) != 65 : raise EncodingError ( "Wrong length, expected 65" ) # split into the parts . first = byte2int ( sig ) r = from_bytes_32 ( sig [ 1 : 33 ] ) s = from_bytes_32 ( sig [ 33 : 33 + 32 ] ) # first byte encodes a bits we need to know about the point used in signature if...