idx int64 0 63k | question stringlengths 61 4.03k | target stringlengths 6 1.23k |
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17,800 | def intraclass_corr ( data = None , groups = None , raters = None , scores = None , ci = .95 ) : from pingouin import anova if any ( v is None for v in [ data , groups , raters , scores ] ) : raise ValueError ( 'Data, groups, raters and scores must be specified' ) assert isinstance ( data , pd . DataFrame ) , 'Data mus... | Intra - class correlation coefficient . |
17,801 | def _func ( a , p , r , v ) : f = a [ 0 ] * math . log ( r - 1. ) + a [ 1 ] * math . log ( r - 1. ) ** 2 + a [ 2 ] * math . log ( r - 1. ) ** 3 + a [ 3 ] * math . log ( r - 1. ) ** 4 if r == 3 : f += - 0.002 / ( 1. + 12. * _phi ( p ) ** 2 ) if v <= 4.364 : f += 1. / 517. - 1. / ( 312. * ( v , 1e38 ) [ np . isinf ( v ) ... | calculates f - hat for the coefficients in a probability p sample mean difference r and degrees of freedom v . |
17,802 | def _select_ps ( p ) : if p >= .99 : return .990 , .995 , .999 elif p >= .975 : return .975 , .990 , .995 elif p >= .95 : return .950 , .975 , .990 elif p >= .9125 : return .900 , .950 , .975 elif p >= .875 : return .850 , .900 , .950 elif p >= .825 : return .800 , .850 , .900 elif p >= .7625 : return .750 , .800 , .85... | returns the points to use for interpolating p |
17,803 | def _select_vs ( v , p ) : if v >= 120. : return 60 , 120 , inf elif v >= 60. : return 40 , 60 , 120 elif v >= 40. : return 30 , 40 , 60 elif v >= 30. : return 24 , 30 , 40 elif v >= 24. : return 20 , 24 , 30 elif v >= 19.5 : return 19 , 20 , 24 if p >= .9 : if v < 2.5 : return 1 , 2 , 3 else : if v < 3.5 : return 2 , ... | returns the points to use for interpolating v |
17,804 | def _interpolate_v ( p , r , v ) : v0 , v1 , v2 = _select_vs ( v , p ) y0_sq = ( _func ( A [ ( p , v0 ) ] , p , r , v0 ) + 1. ) ** 2. y1_sq = ( _func ( A [ ( p , v1 ) ] , p , r , v1 ) + 1. ) ** 2. y2_sq = ( _func ( A [ ( p , v2 ) ] , p , r , v2 ) + 1. ) ** 2. if v2 > 1e38 : v2 = 1e38 v_ , v0_ , v1_ , v2_ = 1. / v , 1. ... | interpolates v based on the values in the A table for the scalar value of r and th |
17,805 | def _qsturng ( p , r , v ) : global A , p_keys , v_keys if p < .1 or p > .999 : raise ValueError ( 'p must be between .1 and .999' ) if p < .9 : if v < 2 : raise ValueError ( 'v must be > 2 when p < .9' ) else : if v < 1 : raise ValueError ( 'v must be > 1 when p >= .9' ) p = float ( p ) if isinstance ( v , np . ndarra... | scalar version of qsturng |
17,806 | def qsturng ( p , r , v ) : if all ( map ( _isfloat , [ p , r , v ] ) ) : return _qsturng ( p , r , v ) return _vqsturng ( p , r , v ) | Approximates the quantile p for a studentized range distribution having v degrees of freedom and r samples for probability p . |
17,807 | def _psturng ( q , r , v ) : if q < 0. : raise ValueError ( 'q should be >= 0' ) opt_func = lambda p , r , v : abs ( _qsturng ( p , r , v ) - q ) if v == 1 : if q < _qsturng ( .9 , r , 1 ) : return .1 elif q > _qsturng ( .999 , r , 1 ) : return .001 return 1. - fminbound ( opt_func , .9 , .999 , args = ( r , v ) ) else... | scalar version of psturng |
17,808 | def psturng ( q , r , v ) : if all ( map ( _isfloat , [ q , r , v ] ) ) : return _psturng ( q , r , v ) return _vpsturng ( q , r , v ) | Evaluates the probability from 0 to q for a studentized range having v degrees of freedom and r samples . |
17,809 | def power_anova ( eta = None , k = None , n = None , power = None , alpha = 0.05 ) : n_none = sum ( [ v is None for v in [ eta , k , n , power , alpha ] ] ) if n_none != 1 : err = 'Exactly one of eta, k, n, power, and alpha must be None.' raise ValueError ( err ) if eta is not None : eta = abs ( eta ) f_sq = eta / ( 1 ... | Evaluate power sample size effect size or significance level of a one - way balanced ANOVA . |
17,810 | def consume ( self , timeout = None , loop = None ) : if self . _consumer_fn is None : raise ValueError ( 'Consumer function is not defined yet' ) logger . info ( 'Start consuming the stream' ) @ asyncio . coroutine def worker ( conn_url ) : extra_headers = { 'Connection' : 'upgrade' , 'Upgrade' : 'websocket' , 'Sec-We... | Start consuming the stream |
17,811 | def add_rule ( self , value , tag ) : resp = requests . post ( url = self . REQUEST_URL . format ( ** self . _params ) , json = { 'rule' : { 'value' : value , 'tag' : tag } } ) return resp . json ( ) | Add a new rule |
17,812 | def remove_rule ( self , tag ) : resp = requests . delete ( url = self . REQUEST_URL . format ( ** self . _params ) , json = { 'tag' : tag } ) return resp . json ( ) | Remove a rule by tag |
17,813 | def stringify_values ( data ) : if not isinstance ( data , dict ) : raise ValueError ( 'Data must be dict. %r is passed' % data ) values_dict = { } for key , value in data . items ( ) : items = [ ] if isinstance ( value , six . string_types ) : items . append ( value ) elif isinstance ( value , Iterable ) : for v in va... | Coerce iterable values to val1 val2 valN |
17,814 | def parse_url_query_params ( url , fragment = True ) : parsed_url = urlparse ( url ) if fragment : url_query = parse_qsl ( parsed_url . fragment ) else : url_query = parse_qsl ( parsed_url . query ) url_query = dict ( url_query ) return url_query | Parse url query params |
17,815 | def parse_masked_phone_number ( html , parser = None ) : if parser is None : parser = bs4 . BeautifulSoup ( html , 'html.parser' ) fields = parser . find_all ( 'span' , { 'class' : 'field_prefix' } ) if not fields : raise VkParseError ( 'No <span class="field_prefix">...</span> in the \n%s' % html ) result = [ ] for f ... | Get masked phone number from security check html |
17,816 | def check_html_warnings ( html , parser = None ) : if parser is None : parser = bs4 . BeautifulSoup ( html , 'html.parser' ) warnings = parser . find_all ( 'div' , { 'class' : 'service_msg_warning' } ) if warnings : raise VkPageWarningsError ( '; ' . join ( [ w . get_text ( ) for w in warnings ] ) ) return True | Check html warnings |
17,817 | def http_session ( self ) : if self . _http_session is None : session = VerboseHTTPSession ( ) session . headers . update ( self . DEFAULT_HTTP_HEADERS ) self . _http_session = session return self . _http_session | HTTP Session property |
17,818 | def do_login ( self , http_session ) : response = http_session . get ( self . LOGIN_URL ) action_url = parse_form_action_url ( response . text ) if not action_url : logger . debug ( response . text ) raise VkParseError ( "Can't parse form action url" ) login_form_data = { 'email' : self . _login , 'pass' : self . _pass... | Do vk login |
17,819 | def require_auth_captcha ( self , response , query_params , login_form_data , http_session ) : logger . info ( 'Captcha is needed. Query params: %s' , query_params ) form_text = response . text action_url = parse_form_action_url ( form_text ) logger . debug ( 'form action url: %s' , action_url ) if not action_url : rai... | Resolve auth captcha case |
17,820 | def get_captcha_key ( self , captcha_image_url ) : if self . interactive : print ( 'Open CAPTCHA image url in your browser and enter it below: ' , captcha_image_url ) captcha_key = raw_input ( 'Enter CAPTCHA key: ' ) return captcha_key else : raise VkAuthError ( 'Captcha is required. Use interactive mode to enter it ' ... | Read CAPTCHA key from user input |
17,821 | def make_request ( self , request , captcha_response = None ) : logger . debug ( 'Prepare API Method request %r' , request ) response = self . _send_api_request ( request = request , captcha_response = captcha_response ) response . raise_for_status ( ) response_or_error = json . loads ( response . text ) logger . debug... | Make api request helper function |
17,822 | def _send_api_request ( self , request , captcha_response = None ) : url = self . API_URL + request . method_name method_kwargs = { 'v' : self . api_version } for values in ( request . method_args , ) : method_kwargs . update ( stringify_values ( values ) ) if self . is_token_required ( ) or self . _service_token : met... | Prepare and send HTTP API request |
17,823 | def create_api ( app_id = None , login = None , password = None , phone_number = None , scope = 'offline' , api_version = '5.92' , http_params = None , interactive = False , service_token = None , client_secret = None , two_fa_supported = False , two_fa_force_sms = False ) : session = VKSession ( app_id = app_id , user... | Factory method to explicitly create API with app_id login password and phone_number parameters . |
17,824 | def result ( self , value ) : if self . _process_result : self . _result = self . _process_result ( value ) self . _raw_result = value | The result of the command . |
17,825 | def url ( self , host ) : path = '/' . join ( str ( v ) for v in self . _path ) return 'coaps://{}:5684/{}' . format ( host , path ) | Generate url for coap client . |
17,826 | def _merge ( self , a , b ) : for k , v in a . items ( ) : if isinstance ( v , dict ) : item = b . setdefault ( k , { } ) self . _merge ( v , item ) elif isinstance ( v , list ) : item = b . setdefault ( k , [ { } ] ) if len ( v ) == 1 and isinstance ( v [ 0 ] , dict ) : self . _merge ( v [ 0 ] , item [ 0 ] ) else : b ... | Merges a into b . |
17,827 | def combine_data ( self , command2 ) : if command2 is None : return self . _data = self . _merge ( command2 . _data , self . _data ) | Combines the data for this command with another . |
17,828 | def load_json ( filename : str ) -> Union [ List , Dict ] : try : with open ( filename , encoding = 'utf-8' ) as fdesc : return json . loads ( fdesc . read ( ) ) except FileNotFoundError : _LOGGER . debug ( 'JSON file not found: %s' , filename ) except ValueError as error : _LOGGER . exception ( 'Could not parse JSON c... | Load JSON data from a file and return as dict or list . |
17,829 | def save_json ( filename : str , config : Union [ List , Dict ] ) : try : data = json . dumps ( config , sort_keys = True , indent = 4 ) with open ( filename , 'w' , encoding = 'utf-8' ) as fdesc : fdesc . write ( data ) return True except TypeError as error : _LOGGER . exception ( 'Failed to serialize to JSON: %s' , f... | Save JSON data to a file . |
17,830 | def get_selected_keys ( self , selection ) : return [ k for k , b in self . _lookup . items ( ) if b & selection ] | Return a list of keys for the given selection . |
17,831 | def get_selected_values ( self , selection ) : return [ v for b , v in self . _choices if b & selection ] | Return a list of values for the given selection . |
17,832 | def retry_timeout ( api , retries = 3 ) : @ wraps ( api ) def retry_api ( * args , ** kwargs ) : for i in range ( 1 , retries + 1 ) : try : return api ( * args , ** kwargs ) except RequestTimeout : if i == retries : raise return retry_api | Retry API call when a timeout occurs . |
17,833 | def request ( self , api_commands , * , timeout = None ) : if not isinstance ( api_commands , list ) : return self . _execute ( api_commands , timeout = timeout ) command_results = [ ] for api_command in api_commands : result = self . _execute ( api_command , timeout = timeout ) command_results . append ( result ) retu... | Make a request . Timeout is in seconds . |
17,834 | def task_start_time ( self ) : return datetime . time ( self . task_start_parameters [ ATTR_SMART_TASK_TRIGGER_TIME_START_HOUR ] , self . task_start_parameters [ ATTR_SMART_TASK_TRIGGER_TIME_START_MIN ] ) | Return the time the task starts . |
17,835 | def tasks ( self ) : return [ StartActionItem ( self . _task , i , self . state , self . path , self . raw ) for i in range ( len ( self . raw ) ) ] | Return task objects of the task control . |
17,836 | def set_dimmer ( self , dimmer ) : command = { ATTR_START_ACTION : { ATTR_DEVICE_STATE : self . state , ROOT_START_ACTION : [ { ATTR_ID : self . raw [ ATTR_ID ] , ATTR_LIGHT_DIMMER : dimmer , ATTR_TRANSITION_TIME : self . raw [ ATTR_TRANSITION_TIME ] } , self . devices_dict ] } } return self . set_values ( command ) | Set final dimmer value for task . |
17,837 | def observe ( self , callback , err_callback , duration = 60 ) : def observe_callback ( value ) : self . raw = value callback ( self ) return Command ( 'get' , self . path , process_result = observe_callback , err_callback = err_callback , observe = True , observe_duration = duration ) | Observe resource and call callback when updated . |
17,838 | def update ( self ) : def process_result ( result ) : self . raw = result return Command ( 'get' , self . path , process_result = process_result ) | Update the group . |
17,839 | def generate_psk ( self , identity ) : def process_result ( result ) : return result [ ATTR_PSK ] return Command ( 'post' , [ ROOT_GATEWAY , ATTR_AUTH ] , { ATTR_IDENTITY : identity } , process_result = process_result ) | Generates the PRE_SHARED_KEY from the gateway . |
17,840 | def get_endpoints ( self ) : def process_result ( result ) : return [ line . split ( ';' ) [ 0 ] [ 2 : - 1 ] for line in result . split ( ',' ) ] return Command ( 'get' , [ '.well-known' , 'core' ] , parse_json = False , process_result = process_result ) | Return all available endpoints on the gateway . |
17,841 | def get_devices ( self ) : def process_result ( result ) : return [ self . get_device ( dev ) for dev in result ] return Command ( 'get' , [ ROOT_DEVICES ] , process_result = process_result ) | Return the devices linked to the gateway . |
17,842 | def get_device ( self , device_id ) : def process_result ( result ) : return Device ( result ) return Command ( 'get' , [ ROOT_DEVICES , device_id ] , process_result = process_result ) | Return specified device . |
17,843 | def get_groups ( self ) : def process_result ( result ) : return [ self . get_group ( group ) for group in result ] return Command ( 'get' , [ ROOT_GROUPS ] , process_result = process_result ) | Return the groups linked to the gateway . |
17,844 | def get_group ( self , group_id ) : def process_result ( result ) : return Group ( self , result ) return Command ( 'get' , [ ROOT_GROUPS , group_id ] , process_result = process_result ) | Return specified group . |
17,845 | def get_gateway_info ( self ) : def process_result ( result ) : return GatewayInfo ( result ) return Command ( 'get' , [ ROOT_GATEWAY , ATTR_GATEWAY_INFO ] , process_result = process_result ) | Return the gateway info . |
17,846 | def get_moods ( self ) : mood_parent = self . _get_mood_parent ( ) def process_result ( result ) : return [ self . get_mood ( mood , mood_parent = mood_parent ) for mood in result ] return Command ( 'get' , [ ROOT_MOODS , mood_parent ] , process_result = process_result ) | Return moods defined on the gateway . |
17,847 | def get_mood ( self , mood_id , * , mood_parent = None ) : if mood_parent is None : mood_parent = self . _get_mood_parent ( ) def process_result ( result ) : return Mood ( result , mood_parent ) return Command ( 'get' , [ ROOT_MOODS , mood_parent , mood_id ] , mood_parent , process_result = process_result ) | Return a mood . |
17,848 | def get_smart_tasks ( self ) : def process_result ( result ) : return [ self . get_smart_task ( task ) for task in result ] return Command ( 'get' , [ ROOT_SMART_TASKS ] , process_result = process_result ) | Return the transitions linked to the gateway . |
17,849 | def get_smart_task ( self , task_id ) : def process_result ( result ) : return SmartTask ( self , result ) return Command ( 'get' , [ ROOT_SMART_TASKS , task_id ] , process_result = process_result ) | Return specified transition . |
17,850 | def first_setup ( self ) : if ATTR_FIRST_SETUP not in self . raw : return None return datetime . utcfromtimestamp ( self . raw [ ATTR_FIRST_SETUP ] ) | This is a guess of the meaning of this value . |
17,851 | def power_source_str ( self ) : if DeviceInfo . ATTR_POWER_SOURCE not in self . raw : return None return DeviceInfo . VALUE_POWER_SOURCES . get ( self . power_source , 'Unknown' ) | String representation of current power source . |
17,852 | def lights ( self ) : return [ Light ( self . _device , i ) for i in range ( len ( self . raw ) ) ] | Return light objects of the light control . |
17,853 | def set_state ( self , state , * , index = 0 ) : return self . set_values ( { ATTR_DEVICE_STATE : int ( state ) } , index = index ) | Set state of a light . |
17,854 | def set_color_temp ( self , color_temp , * , index = 0 , transition_time = None ) : self . _value_validate ( color_temp , RANGE_MIREDS , "Color temperature" ) values = { ATTR_LIGHT_MIREDS : color_temp } if transition_time is not None : values [ ATTR_TRANSITION_TIME ] = transition_time return self . set_values ( values ... | Set color temp a light . |
17,855 | def set_hex_color ( self , color , * , index = 0 , transition_time = None ) : values = { ATTR_LIGHT_COLOR_HEX : color , } if transition_time is not None : values [ ATTR_TRANSITION_TIME ] = transition_time return self . set_values ( values , index = index ) | Set hex color of the light . |
17,856 | def set_xy_color ( self , color_x , color_y , * , index = 0 , transition_time = None ) : self . _value_validate ( color_x , RANGE_X , "X color" ) self . _value_validate ( color_y , RANGE_Y , "Y color" ) values = { ATTR_LIGHT_COLOR_X : color_x , ATTR_LIGHT_COLOR_Y : color_y } if transition_time is not None : values [ AT... | Set xy color of the light . |
17,857 | def set_hsb ( self , hue , saturation , brightness = None , * , index = 0 , transition_time = None ) : self . _value_validate ( hue , RANGE_HUE , "Hue" ) self . _value_validate ( saturation , RANGE_SATURATION , "Saturation" ) values = { ATTR_LIGHT_COLOR_SATURATION : saturation , ATTR_LIGHT_COLOR_HUE : hue } if brightne... | Set HSB color settings of the light . |
17,858 | def _value_validate ( self , value , rnge , identifier = "Given" ) : if value is not None and ( value < rnge [ 0 ] or value > rnge [ 1 ] ) : raise ValueError ( '%s value must be between %d and %d.' % ( identifier , rnge [ 0 ] , rnge [ 1 ] ) ) | Make sure a value is within a given range |
17,859 | def set_values ( self , values , * , index = 0 ) : assert len ( self . raw ) == 1 , 'Only devices with 1 light supported' return Command ( 'put' , self . _device . path , { ATTR_LIGHT_CONTROL : [ values ] } ) | Set values on light control . Returns a Command . |
17,860 | def sockets ( self ) : return [ Socket ( self . _device , i ) for i in range ( len ( self . raw ) ) ] | Return socket objects of the socket control . |
17,861 | async def _get_protocol ( self ) : if self . _protocol is None : self . _protocol = asyncio . Task ( Context . create_client_context ( loop = self . _loop ) ) return ( await self . _protocol ) | Get the protocol for the request . |
17,862 | async def _reset_protocol ( self , exc = None ) : protocol = await self . _get_protocol ( ) await protocol . shutdown ( ) self . _protocol = None for ob_error in self . _observations_err_callbacks : ob_error ( exc ) self . _observations_err_callbacks . clear ( ) | Reset the protocol if an error occurs . |
17,863 | async def _get_response ( self , msg ) : try : protocol = await self . _get_protocol ( ) pr = protocol . request ( msg ) r = await pr . response return pr , r except ConstructionRenderableError as e : raise ClientError ( "There was an error with the request." , e ) except RequestTimedOut as e : await self . _reset_prot... | Perform the request get the response . |
17,864 | def member_ids ( self ) : info = self . raw . get ( ATTR_MEMBERS , { } ) if not info or ROOT_DEVICES2 not in info : return [ ] return info [ ROOT_DEVICES2 ] . get ( ATTR_ID , [ ] ) | Members of this group . |
17,865 | def set_dimmer ( self , dimmer , transition_time = None ) : values = { ATTR_LIGHT_DIMMER : dimmer , } if transition_time is not None : values [ ATTR_TRANSITION_TIME ] = transition_time return self . set_values ( values ) | Set dimmer value of a group . |
17,866 | def print_gateway ( ) : print ( "Printing information about the Gateway" ) data = api ( gateway . get_gateway_info ( ) ) . raw print ( jsonify ( data ) ) | Print gateway info as JSON |
17,867 | def print_all_devices ( ) : print ( "Printing information about all devices paired to the Gateway" ) if len ( devices ) == 0 : exit ( bold ( "No devices paired" ) ) container = [ ] for dev in devices : container . append ( dev . raw ) print ( jsonify ( container ) ) | Print all devices as JSON |
17,868 | def print_lamps ( ) : print ( "Printing information about all lamps paired to the Gateway" ) lights = [ dev for dev in devices if dev . has_light_control ] if len ( lights ) == 0 : exit ( bold ( "No lamps paired" ) ) container = [ ] for l in lights : container . append ( l . raw ) print ( jsonify ( container ) ) | Print all lamp devices as JSON |
17,869 | def print_smart_tasks ( ) : print ( "Printing information about smart tasks" ) tasks = api ( gateway . get_smart_tasks ( ) ) if len ( tasks ) == 0 : exit ( bold ( "No smart tasks defined" ) ) container = [ ] for task in tasks : container . append ( api ( task ) . task_control . raw ) print ( jsonify ( container ) ) | Print smart tasks as JSON |
17,870 | def print_groups ( ) : print ( "Printing information about all groups defined in the Gateway" ) groups = api ( gateway . get_groups ( ) ) if len ( groups ) == 0 : exit ( bold ( "No groups defined" ) ) container = [ ] for group in groups : container . append ( api ( group ) . raw ) print ( jsonify ( container ) ) | Print all groups as JSON |
17,871 | def LoadGDAL ( filename , no_data = None ) : if not GDAL_AVAILABLE : raise Exception ( "richdem.LoadGDAL() requires GDAL." ) allowed_types = { gdal . GDT_Byte , gdal . GDT_Int16 , gdal . GDT_Int32 , gdal . GDT_UInt16 , gdal . GDT_UInt32 , gdal . GDT_Float32 , gdal . GDT_Float64 } src_ds = gdal . Open ( filename ) srcba... | Read a GDAL file . |
17,872 | def SaveGDAL ( filename , rda ) : if type ( rda ) is not rdarray : raise Exception ( "A richdem.rdarray or numpy.ndarray is required!" ) if not GDAL_AVAILABLE : raise Exception ( "richdem.SaveGDAL() requires GDAL." ) driver = gdal . GetDriverByName ( 'GTiff' ) data_type = gdal . GDT_Float32 data_set = driver . Create (... | Save a GDAL file . |
17,873 | def FillDepressions ( dem , epsilon = False , in_place = False , topology = 'D8' ) : if type ( dem ) is not rdarray : raise Exception ( "A richdem.rdarray or numpy.ndarray is required!" ) if topology not in [ 'D8' , 'D4' ] : raise Exception ( "Unknown topology!" ) if not in_place : dem = dem . copy ( ) _AddAnalysis ( d... | Fills all depressions in a DEM . |
17,874 | def BreachDepressions ( dem , in_place = False , topology = 'D8' ) : if type ( dem ) is not rdarray : raise Exception ( "A richdem.rdarray or numpy.ndarray is required!" ) if topology not in [ 'D8' , 'D4' ] : raise Exception ( "Unknown topology!" ) if not in_place : dem = dem . copy ( ) _AddAnalysis ( dem , "BreachDepr... | Breaches all depressions in a DEM . |
17,875 | def ResolveFlats ( dem , in_place = False ) : if type ( dem ) is not rdarray : raise Exception ( "A richdem.rdarray or numpy.ndarray is required!" ) if not in_place : dem = dem . copy ( ) _AddAnalysis ( dem , "ResolveFlats(dem, in_place={in_place})" . format ( in_place = in_place ) ) demw = dem . wrap ( ) _richdem . rd... | Attempts to resolve flats by imposing a local gradient |
17,876 | def FlowAccumulation ( dem , method = None , exponent = None , weights = None , in_place = False ) : if type ( dem ) is not rdarray : raise Exception ( "A richdem.rdarray or numpy.ndarray is required!" ) facc_methods = { "Tarboton" : _richdem . FA_Tarboton , "Dinf" : _richdem . FA_Tarboton , "Quinn" : _richdem . FA_Qui... | Calculates flow accumulation . A variety of methods are available . |
17,877 | def FlowAccumFromProps ( props , weights = None , in_place = False ) : if type ( props ) is not rd3array : raise Exception ( "A richdem.rd3array or numpy.ndarray is required!" ) if weights is not None and in_place : accum = rdarray ( weights , no_data = - 1 ) elif weights is not None and not in_place : accum = rdarray ... | Calculates flow accumulation from flow proportions . |
17,878 | def FlowProportions ( dem , method = None , exponent = None ) : if type ( dem ) is not rdarray : raise Exception ( "A richdem.rdarray or numpy.ndarray is required!" ) fprop_methods = { "Tarboton" : _richdem . FM_Tarboton , "Dinf" : _richdem . FM_Tarboton , "Quinn" : _richdem . FM_Quinn , "FairfieldLeymarieD8" : _richde... | Calculates flow proportions . A variety of methods are available . |
17,879 | def TerrainAttribute ( dem , attrib , zscale = 1.0 ) : if type ( dem ) is not rdarray : raise Exception ( "A richdem.rdarray or numpy.ndarray is required!" ) terrain_attribs = { "slope_riserun" : _richdem . TA_slope_riserun , "slope_percentage" : _richdem . TA_slope_percentage , "slope_degrees" : _richdem . TA_slope_de... | Calculates terrain attributes . A variety of methods are available . |
17,880 | def _join ( * args ) : return delimiter . join ( filter ( lambda s : s != '' , map ( lambda s : s . lstrip ( delimiter ) , args ) ) ) | Join S3 bucket args together . |
17,881 | def initialize ( self ) : self . bookstore_settings = BookstoreSettings ( config = self . config ) self . session = aiobotocore . get_session ( ) | Initialize a helper to get bookstore settings and session information quickly |
17,882 | async def put ( self , path = '' ) : self . log . info ( "Attempt publishing to %s" , path ) if path == '' or path == '/' : raise web . HTTPError ( 400 , "Must provide a path for publishing" ) model = self . get_json_body ( ) if model : await self . _publish ( model , path . lstrip ( '/' ) ) else : raise web . HTTPErro... | Publish a notebook on a given path . |
17,883 | async def _publish ( self , model , path ) : if model [ 'type' ] != 'notebook' : raise web . HTTPError ( 400 , "bookstore only publishes notebooks" ) content = model [ 'content' ] full_s3_path = s3_path ( self . bookstore_settings . s3_bucket , self . bookstore_settings . published_prefix , path ) file_key = s3_key ( s... | Publish notebook model to the path |
17,884 | def setup_auth ( self ) : self . token = self . nb_record . token first = requests . get ( f"{self.url}/login" ) self . xsrf_token = first . cookies . get ( "_xsrf" , "" ) | Sets up token access for authorizing requests to notebook server . |
17,885 | def setup_request_sessions ( self ) : self . req_session = requests . Session ( ) self . req_session . headers . update ( self . headers ) | Sets up a requests . Session object for sharing headers across API requests . |
17,886 | async def archive ( self , record : ArchiveRecord ) : async with self . path_lock_ready : lock = self . path_locks . get ( record . filepath ) if lock is None : lock = Lock ( ) self . path_locks [ record . filepath ] = lock if lock . locked ( ) : self . log . info ( "Skipping archive of %s" , record . filepath ) return... | Process a record to write to storage . |
17,887 | def run_pre_save_hook ( self , model , path , ** kwargs ) : if model [ "type" ] != "notebook" : return content = json . dumps ( model [ "content" ] ) loop = ioloop . IOLoop . current ( ) loop . spawn_callback ( self . archive , ArchiveRecord ( content = content , filepath = path , queued_time = ioloop . IOLoop . curren... | Send request to store notebook to S3 . |
17,888 | def get ( self , url ) : return requests . get ( url , params = self . data , headers = self . config . HEADERS ) | do a get transaction |
17,889 | def post ( self , url ) : return requests . post ( url , data = self . data , headers = self . config . HEADERS ) | do a post request |
17,890 | def checkout ( self , transparent = False , ** kwargs ) : self . data [ 'currency' ] = self . config . CURRENCY self . build_checkout_params ( ** kwargs ) if transparent : response = self . post ( url = self . config . TRANSPARENT_CHECKOUT_URL ) else : response = self . post ( url = self . config . CHECKOUT_URL ) retur... | create a pagseguro checkout |
17,891 | def pre_approval_ask_payment ( self , ** kwargs ) : self . build_pre_approval_payment_params ( ** kwargs ) response = self . post ( url = self . config . PRE_APPROVAL_PAYMENT_URL ) return PagSeguroPreApprovalPayment ( response . content , self . config ) | ask form a subscribe payment |
17,892 | def pre_approval_cancel ( self , code ) : response = self . get ( url = self . config . PRE_APPROVAL_CANCEL_URL % code ) return PagSeguroPreApprovalCancel ( response . content , self . config ) | cancel a subscribe |
17,893 | def check_transaction ( self , code ) : response = self . get ( url = self . config . TRANSACTION_URL % code ) return PagSeguroNotificationResponse ( response . content , self . config ) | check a transaction by its code |
17,894 | def query_transactions ( self , initial_date , final_date , page = None , max_results = None ) : last_page = False results = [ ] while last_page is False : search_result = self . _consume_query_transactions ( initial_date , final_date , page , max_results ) results . extend ( search_result . transactions ) if search_re... | query transaction by date range |
17,895 | def query_pre_approvals ( self , initial_date , final_date , page = None , max_results = None ) : last_page = False results = [ ] while last_page is False : search_result = self . _consume_query_pre_approvals ( initial_date , final_date , page , max_results ) results . extend ( search_result . pre_approvals ) if search... | query pre - approvals by date range |
17,896 | def add_to_cart ( item_id ) : cart = Cart ( session [ 'cart' ] ) if cart . change_item ( item_id , 'add' ) : session [ 'cart' ] = cart . to_dict ( ) return list_products ( ) | Cart with Product |
17,897 | def to_dict ( self ) : return { "total" : self . total , "subtotal" : self . subtotal , "items" : self . items , "extra_amount" : self . extra_amount } | Attribute values to dict |
17,898 | def set_connection ( self , url ) : u = urlparse ( url ) if u . netloc . find ( '@' ) > - 1 and ( u . scheme == 'bolt' or u . scheme == 'bolt+routing' ) : credentials , hostname = u . netloc . rsplit ( '@' , 1 ) username , password , = credentials . split ( ':' ) else : raise ValueError ( "Expecting url format: bolt://... | Sets the connection URL to the address a Neo4j server is set up at |
17,899 | def begin ( self , access_mode = None ) : if self . _active_transaction : raise SystemError ( "Transaction in progress" ) self . _active_transaction = self . driver . session ( access_mode = access_mode ) . begin_transaction ( ) | Begins a new transaction raises SystemError exception if a transaction is in progress |
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