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def find_field ( browser , field_type , value ) : return find_field_by_id ( browser , field_type , value ) + find_field_by_name ( browser , field_type , value ) + find_field_by_label ( browser , field_type , value )
Locate an input field .
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def find_field_by_id ( browser , field_type , id ) : return ElementSelector ( browser , xpath = field_xpath ( field_type , 'id' ) % string_literal ( id ) , filter_displayed = True , )
Locate the control input with the given id .
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def find_field_by_name ( browser , field_type , name ) : return ElementSelector ( browser , field_xpath ( field_type , 'name' ) % string_literal ( name ) , filter_displayed = True , )
Locate the control input with the given name .
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def find_field_by_value ( browser , field_type , name ) : xpath = field_xpath ( field_type , 'value' ) % string_literal ( name ) elems = ElementSelector ( browser , xpath = str ( xpath ) , filter_displayed = True , filter_enabled = True , ) # sort by shortest first (most closely matching) if field_type in ( 'button-ele...
Locate the control input with the given value . Useful for buttons .
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def find_field_by_label ( browser , field_type , label ) : return ElementSelector ( browser , xpath = field_xpath ( field_type , 'id' ) % '//label[contains(., {0})]/@for' . format ( string_literal ( label ) ) , filter_displayed = True , )
Locate the control input that has a label pointing to it .
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def wait_for ( func ) : @ wraps ( func ) def wrapped ( * args , * * kwargs ) : timeout = kwargs . pop ( 'timeout' , TIMEOUT ) start = None while True : try : return func ( * args , * * kwargs ) except AssertionError : # The function took some time to test the assertion, however, # the result might correspond to the sta...
A decorator to invoke a function retrying on assertion errors for a specified time interval .
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def filter ( self , displayed = False , enabled = False ) : if self . evaluated : # Filter elements one by one result = self if displayed : result = ElementSelector ( result . browser , elements = [ e for e in result if e . is_displayed ( ) ] ) if enabled : result = ElementSelector ( result . browser , elements = [ e f...
Filter elements by visibility and enabled status .
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def _select ( self ) : for element in self . browser . find_elements_by_xpath ( self . xpath ) : if self . filter_displayed : if not element . is_displayed ( ) : continue if self . filter_enabled : if not element . is_enabled ( ) : continue yield element
Fetch the elements from the browser .
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def authenticate ( self ) -> bool : with IHCController . _mutex : if not self . client . authenticate ( self . _username , self . _password ) : return False if self . _ihcevents : self . client . enable_runtime_notifications ( self . _ihcevents . keys ( ) ) return True
Authenticate and enable the registered notifications
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def get_runtime_value ( self , ihcid : int ) : if self . client . get_runtime_value ( ihcid ) : return True self . re_authenticate ( ) return self . client . get_runtime_value ( ihcid )
Get runtime value with re - authenticate if needed
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def set_runtime_value_bool ( self , ihcid : int , value : bool ) -> bool : if self . client . set_runtime_value_bool ( ihcid , value ) : return True self . re_authenticate ( ) return self . client . set_runtime_value_bool ( ihcid , value )
Set bool runtime value with re - authenticate if needed
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def set_runtime_value_int ( self , ihcid : int , value : int ) -> bool : if self . client . set_runtime_value_int ( ihcid , value ) : return True self . re_authenticate ( ) return self . client . set_runtime_value_int ( ihcid , value )
Set integer runtime value with re - authenticate if needed
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def set_runtime_value_float ( self , ihcid : int , value : float ) -> bool : if self . client . set_runtime_value_float ( ihcid , value ) : return True self . re_authenticate ( ) return self . client . set_runtime_value_float ( ihcid , value )
Set float runtime value with re - authenticate if needed
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def get_project ( self ) -> str : with IHCController . _mutex : if self . _project is None : if self . client . get_state ( ) != IHCSTATE_READY : ready = self . client . wait_for_state_change ( IHCSTATE_READY , 10 ) if ready != IHCSTATE_READY : return None self . _project = self . client . get_project ( ) return self ....
Get the ihc project and make sure controller is ready before
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def add_notify_event ( self , resourceid : int , callback , delayed = False ) : with IHCController . _mutex : if resourceid in self . _ihcevents : self . _ihcevents [ resourceid ] . append ( callback ) else : self . _ihcevents [ resourceid ] = [ callback ] if delayed : self . _newnotifyids . append ( resourceid ) else ...
Add a notify callback for a specified resource id If delayed is set to true the enable request will be send from the notofication thread
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def _notify_fn ( self ) : self . _notifyrunning = True while self . _notifyrunning : try : with IHCController . _mutex : # Are there are any new ids to be added? if self . _newnotifyids : self . client . enable_runtime_notifications ( self . _newnotifyids ) self . _newnotifyids = [ ] changes = self . client . wait_for_...
The notify thread function .
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def re_authenticate ( self , notify : bool = False ) -> bool : timeout = datetime . now ( ) + timedelta ( seconds = self . reauthenticatetimeout ) while True : if self . authenticate ( ) : return True if notify : if not self . _notifyrunning : return False else : if timeout and datetime . now ( ) > timeout : return Fal...
Authenticate again after failure . Keep trying with 10 sec interval . If called from the notify thread we will not have a timeout but will end if the notify thread has been cancled . Will return True if authentication was successful .
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def get_texts ( self , metadata = None ) : if metadata is None : metadata = self . metadata self . input_file = gzip . GzipFile ( self . input_file_path ) volume_num = 0 with self . input_file as lines : for lineno , line in enumerate ( lines ) : if volume_num >= len ( self . book_meta [ 'volumes' ] ) : raise StopItera...
Iterate over the lines of The Complete Works of William Shakespeare .
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def encode ( df , encoding = 'utf8' , verbosity = 1 ) : if verbosity > 0 : # pbar_i = 0 pbar = progressbar . ProgressBar ( maxval = df . shape [ 1 ] ) pbar . start ( ) # encode strings as UTF-8 so they'll work in python2 and python3 for colnum , col in enumerate ( df . columns ) : if isinstance ( df [ col ] , pd . Seri...
If you try to encode each element individually with python this would take days!
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def run ( verbosity = 1 ) : filepath = os . path . join ( DATA_PATH , 'all_tweets.csv' ) # this should load 100k tweets in about a minute # check the file size and estimate load time from that (see scritps/cat_tweets.py) print ( 'Loading tweets from {} (could take a minute or so)...' . format ( filepath ) ) df = pd . r...
Load all_tweets . csv and run normalize dropna encode before dumping to cleaned_tweets . csv . gz
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def data_worker ( * * kwargs ) : if kwargs is not None : if "function" in kwargs : function = kwargs [ "function" ] else : Exception ( "Invalid arguments, no function specified" ) if "input" in kwargs : input_queue = kwargs [ "input" ] else : Exception ( "Invalid Arguments, no input queue" ) if "output" in kwargs : out...
Function to be spawned concurrently consume data keys from input queue and push the resulting dataframes to output map
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def consume_keys ( self ) : print ( "\nLooking up " + self . input_queue . qsize ( ) . __str__ ( ) + " keys from " + self . source_name + "\n" ) self . data_worker ( * * self . worker_args )
Work through the keys to look up sequentially
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def consume_keys_asynchronous_processes ( self ) : print ( "\nLooking up " + self . input_queue . qsize ( ) . __str__ ( ) + " keys from " + self . source_name + "\n" ) jobs = multiprocessing . cpu_count ( ) * 4 if ( multiprocessing . cpu_count ( ) * 4 < self . input_queue . qsize ( ) ) else self . input_queue . qsize (...
Work through the keys to look up asynchronously using multiple processes
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def consume_keys_asynchronous_threads ( self ) : print ( "\nLooking up " + self . input_queue . qsize ( ) . __str__ ( ) + " keys from " + self . source_name + "\n" ) jobs = multiprocessing . cpu_count ( ) * 4 if ( multiprocessing . cpu_count ( ) * 4 < self . input_queue . qsize ( ) ) else self . input_queue . qsize ( )...
Work through the keys to look up asynchronously using multiple threads
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def unpack ( self , to_unpack ) : # Python 3 lacks basestring type, work around below try : isinstance ( to_unpack , basestring ) except NameError : basestring = str # Base Case if isinstance ( to_unpack , basestring ) : self . input_queue . put ( to_unpack ) return for possible_key in to_unpack : if isinstance ( possi...
Unpack is a recursive function that will unpack anything that inherits from abstract base class Container provided it is not also inheriting from Python basestring .
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def set_source_quandl ( self , quandl_token ) : self . data_worker = data_worker self . worker_args = { "function" : Quandl . get , "input" : self . input_queue , "output" : self . output_map , "token" : quandl_token } self . source_name = "Quandl"
Set data source to Quandl
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def set_source_google_finance ( self ) : self . data_worker = data_worker self . worker_args = { "function" : pandas . io . data . DataReader , "input" : self . input_queue , "output" : self . output_map , "source" : 'google' } self . source_name = "Google Finance"
Set data source to Google Finance
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def set_source_yahoo_options ( self ) : self . data_worker = data_worker self . worker_args = { "function" : Options , "input" : self . input_queue , "output" : self . output_map , "source" : 'yahoo' } self . source_name = "Yahoo Finance Options"
Set data source to yahoo finance specifically to download financial options data
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def load_jquery ( func ) : @ wraps ( func ) def wrapped ( browser , * args , * * kwargs ) : """Run the function, loading jQuery if needed.""" try : return func ( browser , * args , * * kwargs ) except WebDriverException as ex : if not is_jquery_not_defined_error ( ex . msg ) : raise load_script ( browser , JQUERY ) @ w...
A decorator to ensure a function is run with jQuery available .
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def check_element_by_selector ( self , selector ) : elems = find_elements_by_jquery ( world . browser , selector ) if not elems : raise AssertionError ( "Expected matching elements, none found." )
Assert an element exists matching the given selector .
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def check_no_element_by_selector ( self , selector ) : elems = find_elements_by_jquery ( world . browser , selector ) if elems : raise AssertionError ( "Expected no matching elements, found {}." . format ( len ( elems ) ) )
Assert an element does not exist matching the given selector .
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def wait_for_element_by_selector ( self , selector , seconds ) : def assert_element_present ( ) : """Assert an element matching the given selector exists.""" if not find_elements_by_jquery ( world . browser , selector ) : raise AssertionError ( "Expected a matching element." ) wait_for ( assert_element_present ) ( time...
Assert an element exists matching the given selector within the given time period .
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def count_elements_exactly_by_selector ( self , number , selector ) : elems = find_elements_by_jquery ( world . browser , selector ) number = int ( number ) if len ( elems ) != number : raise AssertionError ( "Expected {} elements, found {}" . format ( number , len ( elems ) ) )
Assert n elements exist matching the given selector .
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def fill_in_by_selector ( self , selector , value ) : elem = find_element_by_jquery ( world . browser , selector ) elem . clear ( ) elem . send_keys ( value )
Fill in the form element matching the CSS selector .
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def submit_by_selector ( self , selector ) : elem = find_element_by_jquery ( world . browser , selector ) elem . submit ( )
Submit the form matching the CSS selector .
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def check_by_selector ( self , selector ) : elem = find_element_by_jquery ( world . browser , selector ) if not elem . is_selected ( ) : elem . click ( )
Check the checkbox matching the CSS selector .
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def click_by_selector ( self , selector ) : # No need for separate button press step with selector style. elem = find_element_by_jquery ( world . browser , selector ) elem . click ( )
Click the element matching the CSS selector .
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def follow_link_by_selector ( self , selector ) : elem = find_element_by_jquery ( world . browser , selector ) href = elem . get_attribute ( 'href' ) world . browser . get ( href )
Navigate to the href of the element matching the CSS selector .
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def is_selected_by_selector ( self , selector ) : elem = find_element_by_jquery ( world . browser , selector ) if not elem . is_selected ( ) : raise AssertionError ( "Element expected to be selected." )
Assert the option matching the CSS selector is selected .
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def select_by_selector ( self , selector ) : option = find_element_by_jquery ( world . browser , selector ) selectors = find_parents_by_jquery ( world . browser , selector ) if not selectors : raise AssertionError ( "No parent element found for the option." ) selector = selectors [ 0 ] selector . click ( ) sleep ( 0.3 ...
Select the option matching the CSS selector .
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def run_filter_calculation ( self ) : inputs = { 'cif' : self . inputs . cif , 'code' : self . inputs . cif_filter , 'parameters' : self . inputs . cif_filter_parameters , 'metadata' : { 'options' : self . inputs . options . get_dict ( ) , } } calculation = self . submit ( CifFilterCalculation , * * inputs ) self . rep...
Run the CifFilterCalculation on the CifData input node .
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def inspect_filter_calculation ( self ) : try : node = self . ctx . cif_filter self . ctx . cif = node . outputs . cif except exceptions . NotExistent : self . report ( 'aborting: CifFilterCalculation<{}> did not return the required cif output' . format ( node . uuid ) ) return self . exit_codes . ERROR_CIF_FILTER_FAIL...
Inspect the result of the CifFilterCalculation verifying that it produced a CifData output node .
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def run_select_calculation ( self ) : inputs = { 'cif' : self . ctx . cif , 'code' : self . inputs . cif_select , 'parameters' : self . inputs . cif_select_parameters , 'metadata' : { 'options' : self . inputs . options . get_dict ( ) , } } calculation = self . submit ( CifSelectCalculation , * * inputs ) self . report...
Run the CifSelectCalculation on the CifData output node of the CifFilterCalculation .
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def inspect_select_calculation ( self ) : try : node = self . ctx . cif_select self . ctx . cif = node . outputs . cif except exceptions . NotExistent : self . report ( 'aborting: CifSelectCalculation<{}> did not return the required cif output' . format ( node . uuid ) ) return self . exit_codes . ERROR_CIF_SELECT_FAIL...
Inspect the result of the CifSelectCalculation verifying that it produced a CifData output node .
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def parse_cif_structure ( self ) : from aiida_codtools . workflows . functions . primitive_structure_from_cif import primitive_structure_from_cif if self . ctx . cif . has_unknown_species : self . ctx . exit_code = self . exit_codes . ERROR_CIF_HAS_UNKNOWN_SPECIES self . report ( self . ctx . exit_code . message ) retu...
Parse a StructureData from the cleaned CifData returned by the CifSelectCalculation .
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def results ( self ) : self . out ( 'cif' , self . ctx . cif ) if 'group_cif' in self . inputs : self . inputs . group_cif . add_nodes ( [ self . ctx . cif ] ) if 'group_structure' in self . inputs : try : structure = self . ctx . structure except AttributeError : return self . ctx . exit_code else : self . inputs . gr...
If successfully created add the cleaned CifData and StructureData as output nodes to the workchain .
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def get_input_node ( cls , value ) : from aiida import orm if cls in ( orm . Bool , orm . Float , orm . Int , orm . Str ) : result = orm . QueryBuilder ( ) . append ( cls , filters = { 'attributes.value' : value } ) . first ( ) if result is None : node = cls ( value ) . store ( ) else : node = result [ 0 ] elif cls is ...
Return a Node of a given class and given value .
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def bind ( self , form ) : field = self . field ( default = self . default , * * self . field_kwargs ) form . _fields [ self . name ] = field . bind ( form , self . name , prefix = form . _prefix )
Bind to filters form .
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def get_config_path ( ) : dir_path = ( os . getenv ( 'APPDATA' ) if os . name == "nt" else os . path . expanduser ( '~' ) ) return os . path . join ( dir_path , '.vtjp' )
Put together the default configuration path based on OS .
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def print_table ( document , * columns ) : headers = [ ] for _ , header in columns : headers . append ( header ) table = [ ] for element in document : row = [ ] for item , _ in columns : if item in element : row . append ( element [ item ] ) else : row . append ( None ) table . append ( row ) print ( tabulate . tabulat...
Print json document as table
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def print_trip_table ( document ) : headers = [ 'Alt.' , 'Name' , 'Time' , 'Track' , 'Direction' , 'Dest.' , 'Track' , 'Arrival' ] table = [ ] altnr = 0 for alternative in document : altnr += 1 first_trip_in_alt = True if not isinstance ( alternative [ 'Leg' ] , list ) : alternative [ 'Leg' ] = [ alternative [ 'Leg' ] ...
Print trip table
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def makeproperty ( ns , cls = None , name = None , docstring = '' , descendant = True ) : def get_property ( self ) : """ A generic property getter. """ if cls is None : xpath = '%s:%s' % ( ns , name ) else : xpath = '%s:%s' % ( ns , cls . __name__ ) xpath = self . _node . xpath ( xpath , namespaces = SLDNode . _nsmap ...
Make a property on an instance of an SLDNode . If cls is omitted the property is assumed to be a text node with no corresponding class object . If name is omitted the property is assumed to be a complex node with a corresponding class wrapper .
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def get_or_create_element ( self , ns , name ) : if len ( self . _node . xpath ( '%s:%s' % ( ns , name ) , namespaces = SLDNode . _nsmap ) ) == 1 : return getattr ( self , name ) return self . create_element ( ns , name )
Attempt to get the only child element from this SLDNode . If the node does not exist create the element attach it to the DOM and return the class object that wraps the node .
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def create_element ( self , ns , name ) : elem = self . _node . makeelement ( '{%s}%s' % ( SLDNode . _nsmap [ ns ] , name ) , nsmap = SLDNode . _nsmap ) self . _node . append ( elem ) return getattr ( self , name )
Create an element as a child of this SLDNode .
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def normalize ( self ) : for i , rnode in enumerate ( self . _nodes ) : rule = Rule ( self , i - 1 , descendant = False ) rule . normalize ( )
Normalize this node and all rules contained within . The SLD model is modified in place .
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def validate ( self ) : self . normalize ( ) if self . _node is None : logging . debug ( 'The node is empty, and cannot be validated.' ) return False if self . _schema is None : self . _schema = XMLSchema ( self . _schemadoc ) is_valid = self . _schema . validate ( self . _node ) for msg in self . _schema . error_log :...
Validate the current file against the SLD schema . This first normalizes the SLD document then validates it . Any schema validation error messages are logged at the INFO level .
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def helper ( path ) : if sys . platform . startswith ( "win" ) : # link batch files src_path = os . path . join ( PHLB_BASE_DIR , "helper_cmd" ) elif sys . platform . startswith ( "linux" ) : # link shell scripts src_path = os . path . join ( PHLB_BASE_DIR , "helper_sh" ) else : print ( "TODO: %s" % sys . platform ) re...
link helper files to given path
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def backup ( path , name = None ) : from PyHardLinkBackup . phlb . phlb_main import backup backup ( path , name )
Start a Backup run
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def verify ( backup_path , fast ) : from PyHardLinkBackup . phlb . verify import verify_backup verify_backup ( backup_path , fast )
Verify a existing backup
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def setup_package ( ) : import json from setuptools import setup , find_packages filename_setup_json = 'setup.json' filename_description = 'README.md' with open ( filename_setup_json , 'r' ) as handle : setup_json = json . load ( handle ) with open ( filename_description , 'r' ) as handle : description = handle . read ...
Setup procedure .
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def literal_to_dict ( value ) : if isinstance ( value , Literal ) : if value . language is not None : return { "@value" : str ( value ) , "@language" : value . language } return value . toPython ( ) elif isinstance ( value , URIRef ) : return { "@id" : str ( value ) } elif value is None : return None return str ( value...
Transform an object value into a dict readable value
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def dict_to_literal ( dict_container : dict ) : if isinstance ( dict_container [ "@value" ] , int ) : return dict_container [ "@value" ] , else : return dict_container [ "@value" ] , dict_container . get ( "@language" , None )
Transforms a JSON + LD PyLD dictionary into an RDFLib object
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def set_src_filepath ( self , src_dir_path ) : log . debug ( "set_src_filepath() with: '%s'" , src_dir_path ) self . abs_src_filepath = src_dir_path . resolved_path log . debug ( " * abs_src_filepath: %s" % self . abs_src_filepath ) if self . abs_src_filepath is None : log . info ( "Can't resolve source path: %s" , src...
Set one filepath to backup this file . Called for every file in the source directory .
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def _cryptodome_encrypt ( cipher_factory , plaintext , key , iv ) : encryptor = cipher_factory ( key , iv ) return encryptor . encrypt ( plaintext )
Use a Pycryptodome cipher factory to encrypt data .
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def _cryptodome_decrypt ( cipher_factory , ciphertext , key , iv ) : decryptor = cipher_factory ( key , iv ) return decryptor . decrypt ( ciphertext )
Use a Pycryptodome cipher factory to decrypt data .
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def _cryptography_encrypt ( cipher_factory , plaintext , key , iv ) : encryptor = cipher_factory ( key , iv ) . encryptor ( ) return encryptor . update ( plaintext ) + encryptor . finalize ( )
Use a cryptography cipher factory to encrypt data .
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def _cryptography_decrypt ( cipher_factory , ciphertext , key , iv ) : decryptor = cipher_factory ( key , iv ) . decryptor ( ) return decryptor . update ( ciphertext ) + decryptor . finalize ( )
Use a cryptography cipher factory to decrypt data .
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def generic_encrypt ( cipher_factory_map , plaintext , key , iv ) : if backend is None : raise PysnmpCryptoError ( 'Crypto backend not available' ) return _ENCRYPT_MAP [ backend ] ( cipher_factory_map [ backend ] , plaintext , key , iv )
Encrypt data using the available backend .
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def generic_decrypt ( cipher_factory_map , ciphertext , key , iv ) : if backend is None : raise PysnmpCryptoError ( 'Crypto backend not available' ) return _DECRYPT_MAP [ backend ] ( cipher_factory_map [ backend ] , ciphertext , key , iv )
Decrypt data using the available backend .
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def _prepare_disks ( self , disks_name ) : fstab = '/etc/fstab' for disk in tqdm ( disks_name . split ( ',' ) ) : sudo ( 'umount /dev/{0}' . format ( disk ) , warn_only = True ) if sudo ( 'mkfs.xfs -f /dev/{0}' . format ( disk ) , warn_only = True ) . failed : sudo ( 'apt-get update' ) sudo ( 'apt-get -y install xfspro...
format disks to xfs and mount it
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def load_file ( cls , file_path ) : with open ( os . path . abspath ( file_path ) , 'rt' ) as f : s = Sudoku ( f . read ( ) . strip ( ) ) return s
Load a Sudoku from file .
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def _parse_from_string ( string_input ) : # Check if comment line is present. read_lines = list ( filter ( None , string_input . split ( '\n' ) ) ) if read_lines [ 0 ] . startswith ( '#' ) : comment = read_lines . pop ( 0 ) else : comment = '' if len ( read_lines ) > 1 : # Assume that Sudoku is defined over several row...
Parses a Sudoku instance from string input .
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def row_iter ( self ) : for k in utils . range_ ( self . side ) : yield self . row ( k )
Get an iterator over all rows in the Sudoku
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def col_iter ( self ) : for k in utils . range_ ( self . side ) : yield self . col ( k )
Get an iterator over all columns in the Sudoku
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def box ( self , row , col ) : box = [ ] box_i = ( row // self . order ) * self . order box_j = ( col // self . order ) * self . order for i in utils . range_ ( box_i , box_i + self . order ) : for j in utils . range_ ( box_j , box_j + self . order ) : box . append ( self [ i ] [ j ] ) return box
Get the values of the box pertaining to the specified row and column of the Sudoku
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def box_iter ( self ) : for i in utils . range_ ( self . order ) : for j in utils . range_ ( self . order ) : yield self . box ( i * 3 , j * 3 )
Get an iterator over all boxes in the Sudoku
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def set_cell ( self , i , j , value ) : bool_tests = [ value in self . _possibles [ i ] [ j ] , value in self . _poss_rows [ i ] , value in self . _poss_cols [ j ] , value in self . _poss_box [ ( i // self . order ) * self . order + ( j // self . order ) ] , value not in self . row ( i ) , value not in self . col ( j )...
Set a cell s value with a series of safety checks
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def solve ( self , verbose = False , allow_brute_force = True ) : while not self . is_solved : # Update possibles arrays. self . _update ( ) # See if any position can be singled out. singles_found = False or self . _fill_naked_singles ( ) or self . _fill_hidden_singles ( ) # If singles_found is False, then no new uniqu...
Solve the Sudoku .
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def _update ( self ) : # Update possible values in each row, column and box. for i , ( row , col , box ) in enumerate ( zip ( self . row_iter ( ) , self . col_iter ( ) , self . box_iter ( ) ) ) : self . _poss_rows [ i ] = set ( self . _values ) . difference ( set ( row ) ) self . _poss_cols [ i ] = set ( self . _values...
Calculate remaining values for each row column box and finally cell .
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def _fill_naked_singles ( self ) : simple_found = False for i in utils . range_ ( self . side ) : for j in utils . range_ ( self . side ) : if self [ i ] [ j ] > 0 : continue p = self . _possibles [ i ] [ j ] if len ( p ) == 1 : self . set_cell ( i , j , list ( p ) [ 0 ] ) self . solution_steps . append ( self . _forma...
Look for naked singles i . e . cells with ony one possible value .
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def _fill_hidden_singles ( self ) : for i in utils . range_ ( self . side ) : box_i = ( i // self . order ) * self . order for j in utils . range_ ( self . side ) : box_j = ( j // self . order ) * self . order # Skip if this cell is determined already. if self [ i ] [ j ] > 0 : continue # Look for hidden single in rows...
Look for hidden singles i . e . cells with only one unique possible value in row column or box .
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def parse ( cls , resource , direction = "children" , * * additional_parameters ) -> "DtsCollection" : data = jsonld . expand ( resource ) if len ( data ) == 0 : raise JsonLdCollectionMissing ( "Missing collection in JSON" ) data = data [ 0 ] obj = cls ( identifier = resource [ "@id" ] , * * additional_parameters ) obj...
Given a dict representation of a json object generate a DTS Collection
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def _filldown ( self , lineno ) : if self . line > lineno : # XXX decorated functions make us jump backwards. # understand this more return self . lines . extend ( self . current_context for _ in range ( self . line , lineno ) ) self . line = lineno
Copy current_context into lines down up until lineno
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def _add_section ( self , node ) : self . _filldown ( node . lineno ) # push a new context onto stack self . context . append ( node . name ) self . _update_current_context ( ) for _ in map ( self . visit , iter_child_nodes ( node ) ) : pass # restore current context self . context . pop ( ) self . _update_current_cont...
Register the current node as a new context block
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def _module_name ( filename ) : absfile = os . path . abspath ( filename ) match = filename for base in [ '' ] + sys . path : base = os . path . abspath ( base ) if absfile . startswith ( base ) : match = absfile [ len ( base ) : ] break return SUFFIX_RE . sub ( '' , match ) . lstrip ( '/' ) . replace ( '/' , '.' )
Try to find a module name for a file path by stripping off a prefix found in sys . modules .
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def from_modulename ( cls , module_name ) : # XXX make this more robust (pyc files? zip archives? etc) slug = module_name . replace ( '.' , '/' ) paths = [ slug + '.py' , slug + '/__init__.py' ] # always search from current directory for base in [ '' ] + sys . path : for path in paths : fullpath = os . path . join ( ba...
Build a PythonFile given a dotted module name like a . b . c
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def context_range ( self , context ) : if not context . startswith ( self . prefix ) : context = self . prefix + '.' + context lo = hi = None for idx , line_context in enumerate ( self . lines , 1 ) : # context is hierarchical -- context spans itself # and any suffix. if line_context . startswith ( context ) : lo = lo ...
Return the 1 - offset right - open range of lines spanned by a particular context name .
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def context ( self , line ) : # XXX due to a limitation in Visitor, # non-python code after the last python code # in a file is not added to self.lines, so we # have to guard against IndexErrors. idx = line - 1 if idx >= len ( self . lines ) : return self . prefix return self . lines [ idx ]
Return the context for a given 1 - offset line number .
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def write ( label , plist , scope = USER ) : fname = compute_filename ( label , scope ) with open ( fname , "wb" ) as f : plistlib . writePlist ( plist , f ) return fname
Writes the given property list to the appropriate file on disk and returns the absolute filename .
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def alphakt_pth ( v , temp , v0 , alpha0 , k0 , n , z , t_ref = 300. , three_r = 3. * constants . R ) : return alpha0 * k0 * ( temp - t_ref )
calculate thermal pressure from thermal expansion and bulk modulus
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def _get_output_nodes ( self , output_path , error_path ) : status = cod_deposition_states . UNKNOWN messages = [ ] if output_path is not None : content = None with open ( output_path ) as f : content = f . read ( ) status , message = CifCodDepositParser . _deposit_result ( content ) messages . extend ( message . split...
Extracts output nodes from the standard output and standard error files
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def filter_ ( self , columns , value ) : for column in columns : if column not in self . data . columns : raise ValueError ( "Column %s not in DataFrame columns: %s" % ( column , list ( self . data ) ) ) for column in columns : # Filtering on empty data series doesn't make sense at all and also would raise an error col...
This method filter some of the rows where the value is found in each of the columns .
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def _check_directory ( directory ) : if directory is not None : if not exists ( directory ) : raise CommandError ( "Cannot run command - directory {0} does not exist" . format ( directory ) ) if not isdir ( directory ) : raise CommandError ( "Cannot run command - specified directory {0} is not a directory." . format ( ...
Raise exception if directory does not exist .
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def load_tweets ( filename = 'tweets.zip' ) : basename , ext = os . path . splitext ( filename ) json_file = basename + '.json' json_path = os . path . join ( DATA_PATH , json_file ) zip_path = os . path . join ( DATA_PATH , basename + '.zip' ) if not os . path . isfile ( json_path ) : zf = ZipFile ( zip_path , 'r' ) z...
r Extract the cached tweets database if necessary and load + parse the json .
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def main ( args ) : global logging , log args = parse_args ( args ) logging . basicConfig ( format = LOG_FORMAT , level = logging . DEBUG if args . verbose else logging . INFO , stream = sys . stdout ) df = cat_tweets ( path = args . path , verbosity = args . verbose + 1 , numtweets = args . numtweets , ignore_suspicio...
API with args object containing configuration parameters
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def drop_nan_columns ( df , thresh = 325 ) : if thresh < 1 : thresh = int ( thresh * df ) return df . dropna ( axis = 1 , thresh = thresh , inplace = False )
Drop columns that are mostly NaNs
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def fast_deduplication_backup ( self , old_backup_entry , process_bar ) : # TODO: merge code with parts from deduplication_backup() src_path = self . dir_path . resolved_path log . debug ( "*** fast deduplication backup: '%s'" , src_path ) old_file_path = old_backup_entry . get_backup_path ( ) if not self . path_helper...
We can just link a old backup entry
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def deduplication_backup ( self , process_bar ) : self . fast_backup = False # Was a fast backup used? src_path = self . dir_path . resolved_path log . debug ( "*** deduplication backup: '%s'" , src_path ) log . debug ( "abs_src_filepath: '%s'" , self . path_helper . abs_src_filepath ) log . debug ( "abs_dst_filepath: ...
Backup the current file and compare the content .
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def _backup_dir_item ( self , dir_path , process_bar ) : self . path_helper . set_src_filepath ( dir_path ) if self . path_helper . abs_src_filepath is None : self . total_errored_items += 1 log . info ( "Can't backup %r" , dir_path ) # self.summary(no, dir_path.stat.st_mtime, end=" ") if dir_path . is_symlink : self ....
Backup one dir item
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def print_update ( self ) : print ( "\r\n" ) now = datetime . datetime . now ( ) print ( "Update info: (from: %s)" % now . strftime ( "%c" ) ) current_total_size = self . total_stined_bytes + self . total_new_bytes if self . total_errored_items : print ( " * WARNING: %i omitted files!" % self . total_errored_items ) pr...
print some status information in between .
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