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def arctic_paginate ( parser , token ) : """Renders a Page object with pagination bar . Example : : { % arctic _ paginate page _ obj paginator = page _ obj . paginator range = 10 % } Named Parameters : : range - The size of the pagination bar ( ie , if set to 10 then , at most , 10 page numbers will displ...
bits = token . split_contents ( ) if len ( bits ) < 2 : raise TemplateSyntaxError ( "'%s' takes at least one argument" " (Page object reference)" % bits [ 0 ] ) page = parser . compile_filter ( bits [ 1 ] ) kwargs = { } bits = bits [ 2 : ] kwarg_re = re . compile ( r"(\w+)=(.+)" ) if len ( bits ) : for bit in b...
def get_pid ( self , name ) : """Get PID file name for a named notebook ."""
pid_file = os . path . join ( self . get_work_folder ( name ) , "notebook.pid" ) return pid_file
def get_filtered_devices ( self , model_name , device_types = "upnp:rootdevice" , timeout = 2 ) : """returns a dict of devices that contain the given model name"""
# get list of all UPNP devices in the network upnp_devices = self . discover_upnp_devices ( st = device_types ) # go through all UPNP devices and filter wanted devices filtered_devices = collections . defaultdict ( dict ) for dev in upnp_devices . values ( ) : try : # download XML file with information about the de...
def _resolve_module_placeholders ( modules , module_name , visit_path , resolved ) : """Resolve all placeholder children under a module . : param modules : A mapping of module names to their data dictionary . Placeholders are resolved in place . : type modules : dict ( str , dict ) : param module _ name : T...
if module_name in resolved : return visit_path [ module_name ] = True module , children = modules [ module_name ] for child in list ( children . values ( ) ) : if child [ "type" ] != "placeholder" : continue if child [ "original_path" ] in modules : module [ "children" ] . remove ( child ) ...
def index ( self , connection , partition , columns ) : """Create an index on the columns . Args : connection ( apsw . Connection ) : connection to sqlite database who stores mpr table or view . partition ( orm . Partition ) : columns ( list of str ) :"""
import hashlib query_tmpl = ''' CREATE INDEX IF NOT EXISTS {index_name} ON {table_name} ({columns}); ''' if not isinstance ( columns , ( list , tuple ) ) : columns = [ columns ] col_list = ',' . join ( '"{}"' . format ( col ) for col in columns ) col_hash = hashlib . md5 ( col_list ) . hexdigest...
def _format_class_nodes ( self , task_class ) : """Create a ` ` desc ` ` node summarizing the class docstring ."""
# Patterned after PyObject . handle _ signature in Sphinx . # https : / / github . com / sphinx - doc / sphinx / blob / 3e57ea0a5253ac198c1bff16c40abe71951bb586 / sphinx / domains / python . py # L246 modulename = task_class . __module__ classname = task_class . __name__ fullname = '.' . join ( ( modulename , classname...
def route ( self , arg , destination = None , waypoints = None , raw = False , ** kwargs ) : """Query a route . route ( locations ) : points can be - a sequence of locations - a Shapely LineString route ( origin , destination , waypoints = None ) - origin and destination are a single destination - waypo...
points = _parse_points ( arg , destination , waypoints ) if len ( points ) < 2 : raise ValueError ( 'You must specify at least 2 points' ) self . rate_limit_wait ( ) data = self . raw_query ( points , ** kwargs ) self . _last_query = time . time ( ) if raw : return data return self . format_output ( data )
def generate_authenticator_response ( password , nt_response , peer_challenge , authenticator_challenge , username ) : """GenerateAuthenticatorResponse"""
Magic1 = "\x4D\x61\x67\x69\x63\x20\x73\x65\x72\x76\x65\x72\x20\x74\x6F\x20\x63\x6C\x69\x65\x6E\x74\x20\x73\x69\x67\x6E\x69\x6E\x67\x20\x63\x6F\x6E\x73\x74\x61\x6E\x74" Magic2 = "\x50\x61\x64\x20\x74\x6F\x20\x6D\x61\x6B\x65\x20\x69\x74\x20\x64\x6F\x20\x6D\x6F\x72\x65\x20\x74\x68\x61\x6E\x20\x6F\x6E\x65\x20\x69\x74\x65\x...
def find_all_matches ( finder , ireq , pre = False ) : # type : ( PackageFinder , InstallRequirement , bool ) - > List [ InstallationCandidate ] """Find all matching dependencies using the supplied finder and the given ireq . : param finder : A package finder for discovering matching candidates . : type finde...
candidates = clean_requires_python ( finder . find_all_candidates ( ireq . name ) ) versions = { candidate . version for candidate in candidates } allowed_versions = _get_filtered_versions ( ireq , versions , pre ) if not pre and not allowed_versions : allowed_versions = _get_filtered_versions ( ireq , versions , T...
def validate_owner_repo_package ( ctx , param , value ) : """Ensure that owner / repo / package is formatted correctly ."""
# pylint : disable = unused - argument form = "OWNER/REPO/PACKAGE" return validate_slashes ( param , value , minimum = 3 , maximum = 3 , form = form )
def get_typeof ( self , name ) : """Get the GType of a GObject property . This function returns 0 if the property does not exist ."""
# logger . debug ( ' VipsObject . get _ typeof : self = % s , name = % s ' , # str ( self ) , name ) pspec = self . _get_pspec ( name ) if pspec is None : # need to clear any error , this is horrible Error ( '' ) return 0 return pspec . value_type
def get_data_path ( cls ) : """Read data path from the following sources in order of priority : 1 . Environment variable If not found raises an exception : return : str - datapath"""
marvin_path = os . environ . get ( cls . _key ) if not marvin_path : raise InvalidConfigException ( 'Data path not set!' ) is_path_created = check_path ( marvin_path , create = True ) if not is_path_created : raise InvalidConfigException ( 'Data path does not exist!' ) return marvin_path
def emit_containers ( self , containers , verbose = True ) : """Emits the applications and sorts containers by name : param containers : List of the container definitions : type containers : list of dict : param verbose : Print out newlines and indented JSON : type verbose : bool : returns : The text outp...
containers = sorted ( containers , key = lambda c : c . get ( 'id' ) ) if len ( containers ) == 1 and isinstance ( containers , list ) : containers = containers [ 0 ] if verbose : return json . dumps ( containers , indent = 4 , sort_keys = True ) else : return json . dumps ( containers )
def generate_unique_slug ( field , instance , slug , manager ) : """Generates unique slug by adding a number to given value until no model instance can be found with such slug . If ` ` unique _ with ` ` ( a tuple of field names ) was specified for the field , all these fields are included together in the quer...
original_slug = slug = crop_slug ( field , slug ) default_lookups = tuple ( get_uniqueness_lookups ( field , instance , field . unique_with ) ) index = 1 if not manager : manager = field . model . _default_manager # keep changing the slug until it is unique while True : # find instances with same slug lookups =...
def init_mpraw ( mpv , npv ) : """Set a global variable as a multiprocessing RawArray in shared memory with a numpy array wrapper and initialise its value . Parameters mpv : string Name of global variable to set npv : ndarray Numpy array to use as initialiser for global variable value"""
globals ( ) [ mpv ] = mpraw_as_np ( npv . shape , npv . dtype ) globals ( ) [ mpv ] [ : ] = npv
def _update_with_like_args ( ctx , _ , value ) : """Update arguments with options taken from a currently running VS ."""
if value is None : return env = ctx . ensure_object ( environment . Environment ) vsi = SoftLayer . VSManager ( env . client ) vs_id = helpers . resolve_id ( vsi . resolve_ids , value , 'VS' ) like_details = vsi . get_instance ( vs_id ) like_args = { 'hostname' : like_details [ 'hostname' ] , 'domain' : like_detail...
def check_indexes ( self ) : """Check if the indexes exists"""
for collection_name in INDEXES : existing_indexes = self . indexes ( collection_name ) indexes = INDEXES [ collection_name ] for index in indexes : index_name = index . document . get ( 'name' ) if not index_name in existing_indexes : logger . warning ( "Index {0} missing. Run co...
def set ( self , name , value , domain , ** kwargs ) : """Add new cookie or replace existing cookie with same parameters . : param name : name of cookie : param value : value of cookie : param kwargs : extra attributes of cookie"""
if domain == 'localhost' : domain = '' self . cookiejar . set_cookie ( create_cookie ( name , value , domain , ** kwargs ) )
def display_queries ( request , stats , queries ) : """Generate a HttpResponse of SQL queries for a profiling run . _ stats _ should contain a pstats . Stats of a hotshot session . _ queries _ should contain a list of SQL queries ."""
sort = request . REQUEST . get ( 'sort_by' , 'time' ) sort_buttons = RadioButtons ( 'sort_by' , sort , ( ( 'order' , 'by order' ) , ( 'time' , 'time' ) , ( 'queries' , 'query count' ) ) ) output = render_queries ( queries , sort ) output . reset ( ) output = [ html . escape ( unicode ( line ) ) for line in output . rea...
def run ( self , start_point = None , stop_before = None , stop_after = None ) : """Run the pipeline , optionally specifying start and / or stop points . : param str start _ point : Name of stage at which to begin execution . : param str stop _ before : Name of stage at which to cease execution ; exclusive , ...
# Start the run with a clean slate of Stage status / label tracking . self . _reset ( ) # TODO : validate starting point against checkpoint flags for # TODO ( cont . ) : earlier stages if the pipeline defines its stages as a # TODO ( cont . ) : sequence ( i . e . , probably prohibit start point with # TODO ( cont ) : n...
def find_first_stop_codon ( nucleotide_sequence ) : """Given a sequence of codons ( expected to have length multiple of three ) , return index of first stop codon , or - 1 if none is in the sequence ."""
n_mutant_codons = len ( nucleotide_sequence ) // 3 for i in range ( n_mutant_codons ) : codon = nucleotide_sequence [ 3 * i : 3 * i + 3 ] if codon in STOP_CODONS : return i return - 1
def _main ( ) : """A simple demo to be used from command line ."""
import sys def log ( message ) : print ( message ) def print_usage ( ) : log ( 'usage: %s <application key> <application secret> send <number> <message> <from_number>' % sys . argv [ 0 ] ) log ( ' %s <application key> <application secret> status <message_id>' % sys . argv [ 0 ] ) if len ( sys . argv )...
def dumb_css_parser ( data ) : """returns a hash of css selectors , each of which contains a hash of css attributes"""
# remove @ import sentences data += ';' importIndex = data . find ( '@import' ) while importIndex != - 1 : data = data [ 0 : importIndex ] + data [ data . find ( ';' , importIndex ) + 1 : ] importIndex = data . find ( '@import' ) # parse the css . reverted from dictionary compehension in order to support older ...
def remove_folder ( self , tree , prefix ) : """Used to remove any empty folders If this folder is empty then it is removed . If the parent is empty as a result , then the parent is also removed , and so on ."""
while True : child = tree tree = tree . parent if not child . folders and not child . files : del self . cache [ tuple ( prefix ) ] if tree : del tree . folders [ prefix . pop ( ) ] if not tree or tree . folders or tree . files : break
def _check_for_pending ( self , * args , ** kwargs ) : """Checks if a notification is pending ."""
if self . _notification_pending and not self . _processing : self . _processing = True args , kwargs = self . _data self . _notify ( * args , ** kwargs ) self . _notification_pending = False self . _processing = False
def grouper ( iterable , n ) : """Slice up ` iterable ` into iterables of ` n ` items . : param iterable : Iterable to splice . : param n : Number of items per slice . : returns : iterable of iterables"""
it = iter ( iterable ) while True : chunk = itertools . islice ( it , n ) try : first = next ( chunk ) except StopIteration : return yield itertools . chain ( [ first ] , chunk )
def htmlDocContentDumpFormatOutput ( self , cur , encoding , format ) : """Dump an HTML document ."""
if cur is None : cur__o = None else : cur__o = cur . _o libxml2mod . htmlDocContentDumpFormatOutput ( self . _o , cur__o , encoding , format )
def to_indra_statements ( graph ) : """Export this graph as a list of INDRA statements using the : py : class : ` indra . sources . pybel . PybelProcessor ` . : param pybel . BELGraph graph : A BEL graph : rtype : list [ indra . statements . Statement ]"""
from indra . sources . bel import process_pybel_graph pbp = process_pybel_graph ( graph ) return pbp . statements
def log_init ( level ) : """Set up a logger that catches all channels and logs it to stdout . This is used to set up logging when testing ."""
log = logging . getLogger ( ) hdlr = logging . StreamHandler ( ) formatter = logging . Formatter ( '%(asctime)s %(name)s %(levelname)s %(message)s' ) hdlr . setFormatter ( formatter ) log . addHandler ( hdlr ) log . setLevel ( level )
def do_request ( self , request , proxies , timeout , ** _ ) : """Dispatch the actual request and return the result ."""
print ( '{0} {1}' . format ( request . method , request . url ) ) response = self . http . send ( request , proxies = proxies , timeout = timeout , allow_redirects = False ) response . raw = None # Make pickleable return response
def start ( self ) : """Start the background thread and begin consuming the thread ."""
with self . _operational_lock : ready = threading . Event ( ) thread = threading . Thread ( name = _BIDIRECTIONAL_CONSUMER_NAME , target = self . _thread_main , args = ( ready , ) ) thread . daemon = True thread . start ( ) # Other parts of the code rely on ` thread . is _ alive ` which # isn ' ...
def _get_datacenter_name ( ) : '''Returns the datacenter name configured on the proxy Supported proxies : esxcluster , esxdatacenter'''
proxy_type = __salt__ [ 'vsphere.get_proxy_type' ] ( ) details = None if proxy_type == 'esxcluster' : details = __salt__ [ 'esxcluster.get_details' ] ( ) elif proxy_type == 'esxdatacenter' : details = __salt__ [ 'esxdatacenter.get_details' ] ( ) if not details : raise salt . exceptions . CommandExecutionErr...
def check_web_config ( config_fname ) : '''Try to load the Django settings . If this does not work , than settings file does not exist . Returns : Loaded configuration , or None .'''
print ( "Looking for config file at {0} ..." . format ( config_fname ) ) config = RawConfigParser ( ) try : config . readfp ( open ( config_fname ) ) return config except IOError : print ( "ERROR: Seems like the config file does not exist. Please call 'opensubmit-web configcreate' first, or specify a locati...
def zlexcount ( self , name , min , max ) : """Return the number of items in the sorted set between the lexicographical range ` ` min ` ` and ` ` max ` ` . : param name : str the name of the redis key : param min : int or ' - inf ' : param max : int or ' + inf ' : return : Future ( )"""
with self . pipe as pipe : return pipe . zlexcount ( self . redis_key ( name ) , min , max )
def pairwise ( iterable ) : """Pair each element with its neighbors . Arguments iterable : iterable Returns The generator produces a tuple containing a pairing of each element with its neighbor ."""
iterable = iter ( iterable ) left = next ( iterable ) for right in iterable : yield left , right left = right
def setHoverForeground ( self , column , brush ) : """Returns the brush to use when coloring when the user hovers over the item for the given column . : param column | < int > brush | < QtGui . QBrush >"""
self . _hoverForeground [ column ] = QtGui . QBrush ( brush )
def flush ( table = 'filter' , chain = '' , family = 'ipv4' ) : '''Flush the chain in the specified table , flush all chains in the specified table if not specified chain . CLI Example : . . code - block : : bash salt ' * ' iptables . flush filter INPUT IPv6: salt ' * ' iptables . flush filter INPUT fam...
wait = '--wait' if _has_option ( '--wait' , family ) else '' cmd = '{0} {1} -t {2} -F {3}' . format ( _iptables_cmd ( family ) , wait , table , chain ) out = __salt__ [ 'cmd.run' ] ( cmd ) return out
def get_search_index_for ( catalog ) : """Returns the search index to query"""
searchable_text_index = "SearchableText" listing_searchable_text_index = "listing_searchable_text" if catalog == CATALOG_ANALYSIS_REQUEST_LISTING : tool = api . get_tool ( catalog ) indexes = tool . indexes ( ) if listing_searchable_text_index in indexes : return listing_searchable_text_index return...
def _copy_attachment ( self , name , data , mimetype , mfg_event ) : """Copies an attachment to mfg _ event ."""
attachment = mfg_event . attachment . add ( ) attachment . name = name if isinstance ( data , unicode ) : data = data . encode ( 'utf8' ) attachment . value_binary = data if mimetype in test_runs_converter . MIMETYPE_MAP : attachment . type = test_runs_converter . MIMETYPE_MAP [ mimetype ] elif mimetype == test...
def get_queryset ( self ) : """Returns a queryset of all executive offices holding an election on a date ."""
try : date = ElectionDay . objects . get ( date = self . kwargs [ 'date' ] ) except Exception : raise APIException ( 'No elections on {}.' . format ( self . kwargs [ 'date' ] ) ) office_ids = [ ] for election in date . elections . all ( ) : office = election . race . office if not office . body : ...
def _patch_argument_parser ( self ) : '''Since argparse doesn ' t support much introspection , we monkey - patch it to replace the parse _ known _ args method and all actions with hooks that tell us which action was last taken or about to be taken , and let us have the parser figure out which subparsers need to...
active_parsers = [ self . _parser ] parsed_args = argparse . Namespace ( ) visited_actions = [ ] def patch ( parser ) : parser . __class__ = IntrospectiveArgumentParser for action in parser . _actions : # TODO : accomplish this with super class IntrospectAction ( action . __class__ ) : def _...
def get_processor_name ( ) : """Returns the processor name in the system"""
if platform . system ( ) == "Linux" : with open ( "/proc/cpuinfo" , "rb" ) as cpuinfo : all_info = cpuinfo . readlines ( ) for line in all_info : if b'model name' in line : return re . sub ( b'.*model name.*:' , b'' , line , 1 ) return platform . processor ( )
def mark ( self ) : """Mark the unit of work as failed in the database and update the listener so as to skip it next time ."""
self . reliableListener . lastRun = extime . Time ( ) BatchProcessingError ( store = self . reliableListener . store , processor = self . reliableListener . processor , listener = self . reliableListener . listener , item = self . workUnit , error = self . failure . getErrorMessage ( ) )
def query_get_user_contact_info ( uid ) : """Get the user contact information : return : tuple ( nickname , email , last _ login ) , if none found return ( ) Note : for the moment , if no nickname , will return email address up to the ' : '"""
# FIXME compatibility with postgresql query1 = """SELECT nickname, email, """ + datetime_format ( 'last_login' ) + """ FROM "user" WHERE id=%s""" params1 = ( uid , ) res1 = run_sql ( query1 , params1 ) if res1 : return res1 [ 0 ] else : return ( )
def _accept ( self , listen_socket ) : """Accept new incoming connection ."""
conn , addr = listen_socket . accept ( ) connection = TelnetConnection ( conn , addr , self . application , self , encoding = self . encoding ) self . connections . add ( connection ) logger . info ( 'New connection %r %r' , * addr )
def build_ingest_fs ( self ) : """Return a pyfilesystem subdirectory for the ingested source files"""
base_path = 'ingest' if not self . build_fs . exists ( base_path ) : self . build_fs . makedir ( base_path , recursive = True , allow_recreate = True ) return self . build_fs . opendir ( base_path )
def file_decrypt ( blockchain_id , hostname , sender_blockchain_id , sender_key_id , input_path , output_path , passphrase = None , config_path = CONFIG_PATH , wallet_keys = None ) : """Decrypt a file from a sender ' s blockchain ID . Try our current key , and then the old keys ( but warn if there are revoked k...
config_dir = os . path . dirname ( config_path ) decrypted = False old_key = False old_key_index = 0 sender_old_key_index = 0 # get the sender key sender_key_info = file_key_lookup ( sender_blockchain_id , None , None , key_id = sender_key_id , config_path = config_path , wallet_keys = wallet_keys ) if 'error' in sende...
def setBehavior ( self , behavior , cascade = True ) : """Set behavior . If cascade is True , autoBehavior all descendants ."""
self . behavior = behavior if cascade : for obj in self . getChildren ( ) : obj . parentBehavior = behavior obj . autoBehavior ( True )
def merge_true_table ( ) : """Merge all true table into single excel file ."""
writer = pd . ExcelWriter ( "True Table.xlsx" ) for p in Path ( __file__ ) . parent . select_by_ext ( ".csv" ) : df = pd . read_csv ( p . abspath , index_col = 0 ) df . to_excel ( writer , p . fname , index = True ) writer . save ( )
def add_ref ( self , name , ref ) : """Add a reference for the backend object that gives access to the low level context . Used in vispy . app . canvas . backends . The given name must match with that of previously added references ."""
if self . _name is None : self . _name = name elif name != self . _name : raise RuntimeError ( 'Contexts can only share between backends of ' 'the same type' ) self . _refs . append ( weakref . ref ( ref ) )
def parse_singular_alphabetic_character ( t , tag_name ) : '''Parses the sole alphabetic character value with name tag _ name in tag t . Heavy - handed with the asserts .'''
pos = t . getElementsByTagName ( tag_name ) assert ( len ( pos ) == 1 ) pos = pos [ 0 ] assert ( len ( pos . childNodes ) == 1 ) v = pos . childNodes [ 0 ] . data assert ( len ( v ) == 1 and v >= 'A' and 'v' <= 'z' ) # no floats allowed return v
def get_path ( ) : """Shortcut for users whose theme is next to their conf . py ."""
# Theme directory is defined as our parent directory return os . path . abspath ( os . path . dirname ( os . path . dirname ( __file__ ) ) )
def _regexp ( expr , item ) : '''REGEXP function for Sqlite'''
reg = re . compile ( expr ) return reg . search ( item ) is not None
def resolve_pointer ( self , document , pointer ) : """Resolve a json pointer ` ` pointer ` ` within the referenced ` ` document ` ` . : argument document : the referent document : argument str pointer : a json pointer URI fragment to resolve within it"""
# Do only split at single forward slashes which are not prefixed by a caret parts = re . split ( r"(?<!\^)/" , unquote ( pointer . lstrip ( "/" ) ) ) if pointer else [ ] for part in parts : # Restore escaped slashes and carets replacements = { r"^/" : r"/" , r"^^" : r"^" } part = re . sub ( "|" . join ( re . es...
def invoke ( self , dirname , filenames = set ( ) , linter_configs = set ( ) ) : """Main entrypoint for all plugins . Returns results in the format of : { ' filename ' : { ' line _ number ' : [ ' error1 ' , ' error2'"""
retval = defaultdict ( lambda : defaultdict ( list ) ) if len ( filenames ) : extensions = [ e . lstrip ( '.' ) for e in self . get_file_extensions ( ) ] filenames = [ f for f in filenames if f . split ( '.' ) [ - 1 ] in extensions ] if not filenames : # There were a specified set of files , but none were t...
def sync ( self ) : """Retrieve zones from ElkM1"""
self . elk . send ( az_encode ( ) ) self . elk . send ( zd_encode ( ) ) self . elk . send ( zp_encode ( ) ) self . elk . send ( zs_encode ( ) ) self . get_descriptions ( TextDescriptions . ZONE . value )
def get_inframe_gap ( seq , nucs_needed = 3 ) : """This funtion takes a sequnece starting with a gap or the complementary seqeuence to the gap , and the number of nucleotides that the seqeunce should contain in order to maintain the correct reading frame . The sequence is gone through and the number of non - ...
nuc_count = 0 gap_indel = "" nucs = "" for i in range ( len ( seq ) ) : # Check if the character is not a gap if seq [ i ] != "-" : # Check if the indel is a ' clean ' # i . e . if the insert or deletion starts at the first nucleotide in the codon and can be divided by 3 if gap_indel . count ( "-" ) == ...
def buy ( self , player , cost ) : """indicate that the player was bought at the specified cost : param Player player : player to buy : param int cost : cost to pay : raises InsufficientFundsError : if owner doesn ' t have the money : raises NoValidRosterSlotError : if owner doesn ' t have a slot this playe...
if cost > self . max_bid ( ) : raise InsufficientFundsError ( ) elif not any ( roster_slot . accepts ( player ) and roster_slot . occupant is None for roster_slot in self . roster ) : raise NoValidRosterSlotError ( ) elif self . owns ( player ) : raise AlreadyPurchasedError ( ) self . money -= cost self . _...
def remove_mediators ( tree , columns ) : """Removes intermediate nodes that are just mediators between their parent and child states . : param columns : list of characters : param tree : ete3 . Tree : return : void , modifies the input tree"""
num_removed = 0 for n in tree . traverse ( 'postorder' ) : if getattr ( n , METACHILD , False ) or n . is_leaf ( ) or len ( n . children ) > 1 or n . is_root ( ) or getattr ( n , NUM_TIPS_INSIDE ) > 0 : continue parent = n . up child = n . children [ 0 ] compatible = True for column in colum...
def traverse ( self , startVertex , ** kwargs ) : """Traversal ! see : https : / / docs . arangodb . com / HttpTraversal / README . html for a full list of the possible kwargs . The function must have as argument either : direction = " outbout " / " any " / " inbound " or expander = " custom JS ( see arangodb ' s...
url = "%s/traversal" % self . database . URL if type ( startVertex ) is DOC . Document : startVertex_id = startVertex . _id else : startVertex_id = startVertex payload = { "startVertex" : startVertex_id , "graphName" : self . name } if "expander" in kwargs : if "direction" in kwargs : raise ValueErr...
def frame ( self , action ) : '''Places / removes frame around text Args : action - - Enable or disable frame . Options are ' on ' and ' off ' Returns : None Raises : RuntimeError : Invalid action .'''
choices = { 'on' : '1' , 'off' : '0' } if action in choices : self . send ( chr ( 27 ) + 'if' + choices [ action ] ) else : raise RuntimeError ( 'Invalid action for function frame, choices are on and off' )
def cooccurrence ( corpus_or_featureset , featureset_name = None , min_weight = 1 , edge_attrs = [ 'ayjid' , 'date' ] , filter = None ) : """A network of feature elements linked by their joint occurrence in papers ."""
if not filter : filter = lambda f , v , c , dc : dc >= min_weight featureset = _get_featureset ( corpus_or_featureset , featureset_name ) if type ( corpus_or_featureset ) in [ Corpus , StreamingCorpus ] : attributes = { i : { a : corpus_or_featureset . indices_lookup [ i ] [ a ] for a in edge_attrs } for i in c...
def _Purge ( self , event , by_tags ) : """Purge all events that have occurred after the given event . step . If by _ tags is True , purge all events that occurred after the given event . step , but only for the tags that the event has . Non - sequential event . steps suggest that a TensorFlow restart occurre...
# # Keep data in reservoirs that has a step less than event . step _NotExpired = lambda x : x . step < event . step num_expired = 0 if by_tags : for value in event . summary . value : if value . tag in self . tensors_by_tag : tag_reservoir = self . tensors_by_tag [ value . tag ] num_...
def collect_assets ( result , force = False ) : """collect assets from meta file Collecting assets only when the metafile is updated . If number of assets are decreased , assets are reset and re - collect the assets ."""
path_name = result . path_name info_path = os . path . join ( path_name , summary . CHAINERUI_ASSETS_METAFILE_NAME ) if not os . path . isfile ( info_path ) : return start_idx = len ( result . assets ) file_modified_at = datetime . datetime . fromtimestamp ( os . path . getmtime ( info_path ) ) if start_idx > 0 : ...
def entity ( self , entity_type , identifier = None ) : """Factory method for creating an Entity . If an entity with the same type and identifier already exists , this will return a reference to that entity . If not , it will create a new one and add it to the list of known entities for this ACL . : type ...
entity = _ACLEntity ( entity_type = entity_type , identifier = identifier ) if self . has_entity ( entity ) : entity = self . get_entity ( entity ) else : self . add_entity ( entity ) return entity
def get_path ( item ) : """Gets a path from an Labelled object or from a tuple of an existing path and a labelled object . The path strings are sanitized and capitalized ."""
sanitizers = [ group_sanitizer , label_sanitizer ] if isinstance ( item , tuple ) : path , item = item if item . label : if len ( path ) > 1 and item . label == path [ 1 ] : path = path [ : 2 ] else : path = path [ : 1 ] + ( item . label , ) else : path = path...
def numDomtblout ( domtblout , numHits , evalueT , bitT , sort ) : """parse hmm domain table output this version is faster but does not work unless the table is sorted"""
if sort is True : for hit in numDomtblout_sort ( domtblout , numHits , evalueT , bitT ) : yield hit return header = [ '#target name' , 'target accession' , 'tlen' , 'query name' , 'query accession' , 'qlen' , 'full E-value' , 'full score' , 'full bias' , 'domain #' , '# domains' , 'domain c-Evalue' , 'd...
def enqueue_message ( self , message , timeout ) : """Add the given message to this transport ' s queue . This method also handles ACKing any WRTE messages . Args : message : The AdbMessage to enqueue . timeout : The timeout to use for the operation . Specifically , WRTE messages cause an OKAY to be sent ...
# Ack WRTE messages immediately , handle our OPEN ack if it gets enqueued . if message . command == 'WRTE' : self . _send_command ( 'OKAY' , timeout = timeout ) elif message . command == 'OKAY' : self . _set_or_check_remote_id ( message . arg0 ) self . message_queue . put ( message )
def parse_line ( line ) : """Parses a line of a text embedding file . Args : line : ( str ) One line of the text embedding file . Returns : A token string and its embedding vector in floats ."""
columns = line . split ( ) token = columns . pop ( 0 ) values = [ float ( column ) for column in columns ] return token , values
def cftime_to_timestamp ( date , time_unit = 'us' ) : """Converts cftime to timestamp since epoch in milliseconds Non - standard calendars ( e . g . Julian or no leap calendars ) are converted to standard Gregorian calendar . This can cause extra space to be added for dates that don ' t exist in the original ...
import cftime utime = cftime . utime ( 'microseconds since 1970-01-01 00:00:00' ) if time_unit == 'us' : tscale = 1 else : tscale = ( np . timedelta64 ( 1 , 'us' ) / np . timedelta64 ( 1 , time_unit ) ) return utime . date2num ( date ) * tscale
def from_rational ( cls , value , to_base , precision = None , method = RoundingMethods . ROUND_DOWN ) : """Convert rational value to a base . : param Rational value : the value to convert : param int to _ base : base of result , must be at least 2 : param precision : number of digits in total or None : typ...
# pylint : disable = too - many - locals if to_base < 2 : raise BasesValueError ( to_base , "to_base" , "must be at least 2" ) if precision is not None and precision < 0 : raise BasesValueError ( precision , "precision" , "must be at least 0" ) if value == 0 : non_repeating_part = [ ] if precision is None e...
def fitted_parameters ( self ) : """A tuple of fitted values for the ` scipy _ data _ fitting . Fit . fitting _ parameters ` . The values in this tuple are not scaled by the prefix , as they are passed back to ` scipy _ data _ fitting . Fit . function ` , e . g . in most standard use cases these would be the ...
if hasattr ( self , '_fitted_parameters' ) : return self . _fitted_parameters if not self . fitting_parameters : return tuple ( ) if self . options [ 'fit_function' ] == 'lmfit' : return tuple ( self . curve_fit . params [ key ] . value for key in sorted ( self . curve_fit . params ) ) else : return tup...
def get_args ( parser ) : """Converts arguments extracted from a parser to a dict , and will dismiss arguments which default to NOT _ SET . : param parser : an ` ` argparse . ArgumentParser ` ` instance . : type parser : argparse . ArgumentParser : return : Dictionary with the configs found in the parsed CL...
args = vars ( parser . parse_args ( ) ) . items ( ) return { key : val for key , val in args if not isinstance ( val , NotSet ) }
def has_address ( self , address ) : """is the given address on the don ' t send list ?"""
queryset = self . filter ( to_address__iexact = address ) return queryset . exists ( )
def add_configuration_file ( self , file_name ) : '''Register a file path from which to read parameter values . This method can be called multiple times to register multiple files for querying . Files are expected to be ` ` ini ` ` formatted . No assumptions should be made about the order that the registered ...
logger . info ( 'adding %s to configuration files' , file_name ) if file_name not in self . configuration_files and self . _inotify : self . _watch_manager . add_watch ( file_name , pyinotify . IN_MODIFY ) if os . access ( file_name , os . R_OK ) : self . configuration_files [ file_name ] = SafeConfigParser ( )...
def Process ( cls , host_data , os_name = None , cpe = None , labels = None , exclude_checks = None , restrict_checks = None ) : """Runs checks over all host data . Args : host _ data : The data collected from a host , mapped to artifact name . os _ name : 0 + OS names . cpe : 0 + CPE identifiers . labels...
# All the conditions that apply to this host . artifacts = list ( iterkeys ( host_data ) ) check_ids = cls . FindChecks ( artifacts , os_name , cpe , labels ) conditions = list ( cls . Conditions ( artifacts , os_name , cpe , labels ) ) for check_id in check_ids : # skip if check in list of excluded checks if exclu...
def access_token_endpoint ( request ) : """Generates : py : class : ` djoauth2 . models . AccessTokens ` if provided with sufficient authorization . This endpoint only supports two grant types : * ` ` authorization _ code ` ` : http : / / tools . ietf . org / html / rfc6749 # section - 4.1 * ` ` refresh _ t...
# TODO ( peter ) : somehow implement the anti - brute - force requirement specified # by http : / / tools . ietf . org / html / rfc6749 # section - 2.3.1 : # Since this client authentication method involves a password , the # authorization server MUST protect any endpoint utilizing it against # brute force attacks . tr...
def json_normalize ( data , record_path = None , meta = None , meta_prefix = None , record_prefix = None , errors = 'raise' , sep = '.' ) : """Normalize semi - structured JSON data into a flat table . Parameters data : dict or list of dicts Unserialized JSON objects record _ path : string or list of strings...
def _pull_field ( js , spec ) : result = js if isinstance ( spec , list ) : for field in spec : result = result [ field ] else : result = result [ spec ] return result if isinstance ( data , list ) and not data : return DataFrame ( ) # A bit of a hackjob if isinstance ( d...
def clone ( self , data = None , shared_data = True , new_type = None , link = True , * args , ** overrides ) : """Clones the object , overriding data and parameters . Args : data : New data replacing the existing data shared _ data ( bool , optional ) : Whether to use existing data new _ type ( optional ) ...
if 'link_inputs' in overrides and util . config . future_deprecations : self . param . warning ( 'link_inputs argument to the clone method is deprecated, ' 'use the more general link argument instead.' ) link = link and overrides . pop ( 'link_inputs' , True ) callback = overrides . pop ( 'callback' , self . callba...
def paper_format_efficiency_gain_df ( eff_gain_df ) : """Transform efficiency gain data frames output by nestcheck into the format shown in the dynamic nested sampling paper ( Higson et al . 2019 ) . Parameters eff _ gain _ df : pandas DataFrame DataFrame of the from produced by efficiency _ gain _ df . R...
idxs = pd . IndexSlice [ [ 'std' , 'std efficiency gain' ] , : , : ] paper_df = copy . deepcopy ( eff_gain_df . loc [ idxs , : ] ) # Show mean number of samples and likelihood calls instead of st dev means = ( eff_gain_df . xs ( 'mean' , level = 'calculation type' ) . xs ( 'value' , level = 'result type' ) ) for col in...
def images ( self ) : """( : class : ` productmd . images . Images ` ) - - Compose images metadata"""
if self . _images is not None : return self . _images paths = [ "metadata/images.json" , "metadata/image-manifest.json" , ] self . _images = self . _load_metadata ( paths , productmd . images . Images ) return self . _images
def mount_status_encode ( self , target_system , target_component , pointing_a , pointing_b , pointing_c ) : '''Message with some status from APM to GCS about camera or antenna mount target _ system : System ID ( uint8 _ t ) target _ component : Component ID ( uint8 _ t ) pointing _ a : pitch ( deg * 100 ) ( ...
return MAVLink_mount_status_message ( target_system , target_component , pointing_a , pointing_b , pointing_c )
def update_store_credit_by_id ( cls , store_credit_id , store_credit , ** kwargs ) : """Update StoreCredit Update attributes of StoreCredit This method makes a synchronous HTTP request by default . To make an asynchronous HTTP request , please pass async = True > > > thread = api . update _ store _ credit _...
kwargs [ '_return_http_data_only' ] = True if kwargs . get ( 'async' ) : return cls . _update_store_credit_by_id_with_http_info ( store_credit_id , store_credit , ** kwargs ) else : ( data ) = cls . _update_store_credit_by_id_with_http_info ( store_credit_id , store_credit , ** kwargs ) return data
def from_df ( cls , df ) : """Creates an OrbitPopulation from a DataFrame . : param df : : class : ` pandas . DataFrame ` object . Must contain the following columns : ` ` [ ' M1 ' , ' M2 ' , ' P ' , ' ecc ' , ' mean _ anomaly ' , ' obsx ' , ' obsy ' , ' obsz ' ] ` ` , i . e . , as what is accessed via : at...
return cls ( df [ 'M1' ] , df [ 'M2' ] , df [ 'P' ] , ecc = df [ 'ecc' ] , mean_anomaly = df [ 'mean_anomaly' ] , obsx = df [ 'obsx' ] , obsy = df [ 'obsy' ] , obsz = df [ 'obsz' ] )
def set_json ( self , json ) : """Set all attributes based on JSON response ."""
import time if 'access_token' in json : self . access_token = json [ 'access_token' ] self . refresh_token = json [ 'refresh_token' ] self . expires_in = json [ 'expires_in' ] if 'authenticated' in json : self . authenticated = json [ 'authenticated' ] else : self . authenticated = t...
def open ( self ) : """Opens the file for subsequent access ."""
if self . handle is None : self . handle = fits . open ( self . fname , mode = 'readonly' ) if self . extn : if len ( self . extn ) == 1 : hdu = self . handle [ self . extn [ 0 ] ] else : hdu = self . handle [ self . extn [ 0 ] , self . extn [ 1 ] ] else : hdu = self . handle [ 0 ] if is...
def delete ( self , ids ) : """Method to delete vip ' s by their id ' s : param ids : Identifiers of vip ' s : return : None"""
url = build_uri_with_ids ( 'api/v3/vip-request/%s/' , ids ) return super ( ApiVipRequest , self ) . delete ( url )
def validateDtd ( self , doc , dtd ) : """Try to validate the document against the dtd instance Basically it does check all the definitions in the DtD . Note the the internal subset ( if present ) is de - coupled ( i . e . not used ) , which could give problems if ID or IDREF is present ."""
if doc is None : doc__o = None else : doc__o = doc . _o if dtd is None : dtd__o = None else : dtd__o = dtd . _o ret = libxml2mod . xmlValidateDtd ( self . _o , doc__o , dtd__o ) return ret
def generate_data ( path , tokenizer , char_vcb , word_vcb , is_training = False ) : '''Generate data'''
global root_path qp_pairs = data . load_from_file ( path = path , is_training = is_training ) tokenized_sent = 0 # qp _ pairs = qp _ pairs [ : 1000]1 for qp_pair in qp_pairs : tokenized_sent += 1 data . tokenize ( qp_pair , tokenizer , is_training ) for word in qp_pair [ 'question_tokens' ] : word_v...
def render_to_image_file ( self , image_out_path , width_pixels = None , height_pixels = None , dpi = 90 ) : """Render the SubjectInfo to an image file . Args : image _ out _ path : str Path to where image image will be written . Valid extensions are ` ` . svg , ` ` ` ` . pdf ` ` , and ` ` . png ` ` . wid...
self . _render_type = "file" self . _tree . render ( file_name = image_out_path , w = width_pixels , h = height_pixels , dpi = dpi , units = "px" , tree_style = self . _get_tree_style ( ) , )
def start ( self ) : """Start the sensor ."""
if rospy . get_name ( ) == '/unnamed' : raise ValueError ( 'PhoXi sensor must be run inside a ros node!' ) # Connect to the cameras if not self . _connect_to_sensor ( ) : self . _running = False return False # Set up subscribers for camera data self . _color_im_sub = rospy . Subscriber ( '/phoxi_camera/text...
def to_dms ( angle , style = 'dms' ) : """Convert decimal angle to degrees , minutes and possibly seconds . Args : angle ( float ) : Angle to convert style ( str ) : Return fractional or whole minutes values Returns : tuple of int : Angle converted to degrees , minutes and possibly seconds Raises : Va...
sign = 1 if angle >= 0 else - 1 angle = abs ( angle ) * 3600 minutes , seconds = divmod ( angle , 60 ) degrees , minutes = divmod ( minutes , 60 ) if style == 'dms' : return tuple ( sign * abs ( i ) for i in ( int ( degrees ) , int ( minutes ) , seconds ) ) elif style == 'dm' : return tuple ( sign * abs ( i ) f...
def get_article ( self , url = None , article_id = None , max_pages = 25 ) : """Send a GET request to the ` parser ` endpoint of the parser API to get back the representation of an article . The article can be identified by either a URL or an id that exists in Readability . Note that either the ` url ` or `...
query_params = { } if url is not None : query_params [ 'url' ] = url if article_id is not None : query_params [ 'article_id' ] = article_id query_params [ 'max_pages' ] = max_pages url = self . _generate_url ( 'parser' , query_params = query_params ) return self . get ( url )
def get_jids ( ) : '''Return a dict mapping all job ids to job information'''
serv = _get_serv ( ret = None ) ret = { } for s in serv . mget ( serv . keys ( 'load:*' ) ) : if s is None : continue load = salt . utils . json . loads ( s ) jid = load [ 'jid' ] ret [ jid ] = salt . utils . jid . format_jid_instance ( jid , load ) return ret
def list_wegsegmenten_by_straat ( self , straat ) : '''List all ` wegsegmenten ` in a : class : ` Straat ` : param straat : The : class : ` Straat ` for which the ` wegsegmenten ` are wanted . : rtype : A : class : ` list ` of : class : ` Wegsegment `'''
try : id = straat . id except AttributeError : id = straat def creator ( ) : res = crab_gateway_request ( self . client , 'ListWegsegmentenByStraatnaamId' , id ) try : return [ Wegsegment ( r . IdentificatorWegsegment , r . StatusWegsegment ) for r in res . WegsegmentItem ] except AttributeE...
def vgcsUplinkGrant ( ) : """VGCS UPLINK GRANT Section 9.1.49"""
a = TpPd ( pd = 0x6 ) b = MessageType ( mesType = 0x9 ) # 00001001 c = RrCause ( ) d = RequestReference ( ) e = TimingAdvance ( ) packet = a / b / c / d / e return packet
def blocks_from_ops ( ops ) : """Group a list of : class : ` Op ` and : class : ` Label ` instances by label . Everytime a label is found , a new : class : ` Block ` is created . The resulting blocks are returned as a dictionary to easily access the target block of a jump operation . The keys of this dictiona...
blocks = { } current_block = blocks [ None ] = Block ( ) for op in ops : if isinstance ( op , Label ) : next_block = blocks [ op ] = Block ( op ) current_block . next = next_block current_block = next_block continue current_block . ops . append ( op ) return blocks
def clean_markdown ( text ) : """Parse markdown sintaxt to html ."""
result = text if isinstance ( text , str ) : result = '' . join ( BeautifulSoup ( markdown ( text ) , 'lxml' ) . findAll ( text = True ) ) return result
def blast ( request , blast_form , template_init , template_result , blast_commandline , sample_fasta_path , extra_context = None ) : """Process blastn / tblastn ( blast + ) query or set up initial blast form ."""
if request . method == 'POST' : form = blast_form ( request . POST ) if form . is_valid ( ) : query_file_object_tmp = form . cleaned_data [ 'sequence_in_form' ] evalue = float ( form . cleaned_data [ 'evalue_in_form' ] ) word_size = int ( form . cleaned_data [ 'word_size_in_form' ] ) ...
def _lock ( self ) : '''Locks , or returns False if already locked'''
if not self . _is_locked ( ) : with open ( self . _lck , 'w' ) as fh : if self . _devel : self . logger . debug ( "Locking" ) fh . write ( str ( os . getpid ( ) ) ) return True else : return False