idx int64 0 63k | question stringlengths 61 4.03k | target stringlengths 6 1.23k |
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15,000 | def configuration ( parent_package = '' , top_path = None ) : config = Configuration ( '' , parent_package , top_path ) F95FLAGS = get_compiler_flags ( ) kwargs = { 'libraries' : [ ] , 'include_dirs' : [ ] , 'library_dirs' : [ ] , } kwargs [ 'extra_compile_args' ] = F95FLAGS kwargs [ 'f2py_options' ] = [ '--quiet' ] co... | Configure all packages that need to be built . |
15,001 | def _time_variable_part ( epoch , ref_epoch , trnd , periodic ) : delta_t = epoch - ref_epoch trend = trnd * delta_t periodic_sum = _np . zeros_like ( trnd ) for period in periodic : for trifunc in periodic [ period ] : coeffs = periodic [ period ] [ trifunc ] if trifunc == 'acos' : periodic_sum += coeffs * _np . cos (... | Return sum of the time - variable part of the coefficients |
15,002 | def modify_subroutine ( subroutine ) : subroutine [ 'use' ] = { 'shtools' : { 'map' : { subroutine [ 'name' ] : subroutine [ 'name' ] } , 'only' : 1 } } for varname , varattribs in subroutine [ 'vars' ] . items ( ) : if varname == subroutine [ 'name' ] : subroutine [ 'vars' ] [ 'py' + varname ] = subroutine [ 'vars' ] ... | loops through variables of a subroutine and modifies them |
15,003 | def figstyle ( rel_width = 0.75 , screen_dpi = 114 , aspect_ratio = 4 / 3 , max_width = 7.48031 ) : width_x = max_width * rel_width width_y = max_width * rel_width / aspect_ratio shtools = { 'font.size' : 10 , 'font.family' : 'sans-serif' , 'font.sans-serif' : [ 'Myriad Pro' , 'DejaVu Sans' , 'Bitstream Vera Sans' , 'V... | Set matplotlib parameters for creating publication quality graphics . |
15,004 | def from_zeros ( self , lmax , kind = 'real' , normalization = '4pi' , csphase = 1 ) : if kind . lower ( ) not in ( 'real' , 'complex' ) : raise ValueError ( "Kind must be 'real' or 'complex'. " + "Input value was {:s}." . format ( repr ( kind ) ) ) if normalization . lower ( ) not in ( '4pi' , 'ortho' , 'schmidt' , 'u... | Initialize class with spherical harmonic coefficients set to zero from degree 0 to lmax . |
15,005 | def to_file ( self , filename , format = 'shtools' , header = None , ** kwargs ) : if format is 'shtools' : with open ( filename , mode = 'w' ) as file : if header is not None : file . write ( header + '\n' ) for l in range ( self . lmax + 1 ) : for m in range ( l + 1 ) : file . write ( '{:d}, {:d}, {:.16e}, {:.16e}\n'... | Save raw spherical harmonic coefficients to a file . |
15,006 | def to_array ( self , normalization = None , csphase = None , lmax = None ) : if normalization is None : normalization = self . normalization if csphase is None : csphase = self . csphase if lmax is None : lmax = self . lmax coeffs = _convert ( self . coeffs , normalization_in = self . normalization , normalization_out... | Return spherical harmonic coefficients as a numpy array . |
15,007 | def volume ( self , lmax = None ) : if self . coeffs [ 0 , 0 , 0 ] == 0 : raise ValueError ( 'The volume of the object can not be calculated ' 'when the degree and order 0 term is equal to ' 'zero.' ) if self . kind == 'complex' : raise ValueError ( 'The volume of the object can not be calculated ' 'for complex functio... | If the function is the real shape of an object calculate the volume of the body . |
15,008 | def rotate ( self , alpha , beta , gamma , degrees = True , convention = 'y' , body = False , dj_matrix = None ) : if type ( convention ) != str : raise ValueError ( 'convention must be a string. ' + 'Input type was {:s}' . format ( str ( type ( convention ) ) ) ) if convention . lower ( ) not in ( 'x' , 'y' ) : raise ... | Rotate either the coordinate system used to express the spherical harmonic coefficients or the physical body and return a new class instance . |
15,009 | def convert ( self , normalization = None , csphase = None , lmax = None , kind = None , check = True ) : if normalization is None : normalization = self . normalization if csphase is None : csphase = self . csphase if lmax is None : lmax = self . lmax if kind is None : kind = self . kind if type ( normalization ) != s... | Return a SHCoeffs class instance with a different normalization convention . |
15,010 | def expand ( self , grid = 'DH' , lat = None , colat = None , lon = None , degrees = True , zeros = None , lmax = None , lmax_calc = None ) : if lat is not None and colat is not None : raise ValueError ( 'lat and colat can not both be specified.' ) if lat is not None and lon is not None : if lmax_calc is None : lmax_ca... | Evaluate the spherical harmonic coefficients either on a global grid or for a list of coordinates . |
15,011 | def _make_complex ( self ) : rcomplex_coeffs = _shtools . SHrtoc ( self . coeffs , convention = 1 , switchcs = 0 ) complex_coeffs = _np . zeros ( ( 2 , self . lmax + 1 , self . lmax + 1 ) , dtype = 'complex' ) complex_coeffs [ 0 , : , : ] = ( rcomplex_coeffs [ 0 , : , : ] + 1j * rcomplex_coeffs [ 1 , : , : ] ) complex_... | Convert the real SHCoeffs class to the complex class . |
15,012 | def _expand_coord ( self , lat , lon , lmax_calc , degrees ) : if self . normalization == '4pi' : norm = 1 elif self . normalization == 'schmidt' : norm = 2 elif self . normalization == 'unnorm' : norm = 3 elif self . normalization == 'ortho' : norm = 4 else : raise ValueError ( "Normalization must be '4pi', 'ortho', '... | Evaluate the function at the coordinates lat and lon . |
15,013 | def _make_real ( self , check = True ) : if check : for l in self . degrees ( ) : if self . coeffs [ 0 , l , 0 ] != self . coeffs [ 0 , l , 0 ] . conjugate ( ) : raise RuntimeError ( 'Complex coefficients do not ' + 'correspond to a real field. ' + 'l = {:d}, m = 0: {:e}' . format ( l , self . coeffs [ 0 , l , 0 ] ) ) ... | Convert the complex SHCoeffs class to the real class . |
15,014 | def _expandGLQ ( self , zeros , lmax , lmax_calc ) : if self . normalization == '4pi' : norm = 1 elif self . normalization == 'schmidt' : norm = 2 elif self . normalization == 'unnorm' : norm = 3 elif self . normalization == 'ortho' : norm = 4 else : raise ValueError ( "Normalization must be '4pi', 'ortho', 'schmidt', ... | Evaluate the coefficients on a Gauss - Legendre quadrature grid . |
15,015 | def from_array ( self , array , grid = 'DH' , copy = True ) : if _np . iscomplexobj ( array ) : kind = 'complex' else : kind = 'real' if type ( grid ) != str : raise ValueError ( 'grid must be a string. ' + 'Input type was {:s}' . format ( str ( type ( grid ) ) ) ) if grid . upper ( ) not in set ( [ 'DH' , 'GLQ' ] ) : ... | Initialize the class instance from an input array . |
15,016 | def from_file ( self , fname , binary = False , ** kwargs ) : if binary is False : data = _np . loadtxt ( fname , ** kwargs ) elif binary is True : data = _np . load ( fname , ** kwargs ) else : raise ValueError ( 'binary must be True or False. ' 'Input value is {:s}' . format ( binary ) ) if _np . iscomplexobj ( data ... | Initialize the class instance from gridded data in a file . |
15,017 | def to_file ( self , filename , binary = False , ** kwargs ) : if binary is False : _np . savetxt ( filename , self . data , ** kwargs ) elif binary is True : _np . save ( filename , self . data , ** kwargs ) else : raise ValueError ( 'binary must be True or False. ' 'Input value is {:s}' . format ( binary ) ) | Save gridded data to a file . |
15,018 | def lats ( self , degrees = True ) : if degrees is False : return _np . radians ( self . _lats ( ) ) else : return self . _lats ( ) | Return the latitudes of each row of the gridded data . |
15,019 | def lons ( self , degrees = True ) : if degrees is False : return _np . radians ( self . _lons ( ) ) else : return self . _lons ( ) | Return the longitudes of each column of the gridded data . |
15,020 | def expand ( self , normalization = '4pi' , csphase = 1 , ** kwargs ) : if type ( normalization ) != str : raise ValueError ( 'normalization must be a string. ' + 'Input type was {:s}' . format ( str ( type ( normalization ) ) ) ) if normalization . lower ( ) not in ( '4pi' , 'ortho' , 'schmidt' , 'unnorm' ) : raise Va... | Expand the grid into spherical harmonics . |
15,021 | def _expand ( self , normalization , csphase , ** kwargs ) : if normalization . lower ( ) == '4pi' : norm = 1 elif normalization . lower ( ) == 'schmidt' : norm = 2 elif normalization . lower ( ) == 'unnorm' : norm = 3 elif normalization . lower ( ) == 'ortho' : norm = 4 else : raise ValueError ( "The normalization mus... | Expand the grid into real spherical harmonics . |
15,022 | def plot ( self , colorbar = True , cb_orientation = 'vertical' , cb_label = 'geoid, m' , show = True , ** kwargs ) : return self . geoid . plot ( colorbar = colorbar , cb_orientation = cb_orientation , cb_label = cb_label , show = True , ** kwargs ) | Plot the geoid . |
15,023 | def _yyyymmdd_to_year_fraction ( date ) : date = str ( date ) if '.' in date : date , residual = str ( date ) . split ( '.' ) residual = float ( '0.' + residual ) else : residual = 0.0 date = _datetime . datetime . strptime ( date , '%Y%m%d' ) date += _datetime . timedelta ( days = residual ) year = date . year year_st... | Convert YYYMMDD . DD date string or float to YYYY . YYY |
15,024 | def example ( ) : infile = os . path . join ( os . path . dirname ( __file__ ) , '../../ExampleDataFiles/MarsTopo719.shape' ) coeffs , lmax = shio . shread ( infile ) grid = expand . MakeGridDH ( coeffs , csphase = - 1 ) fig_map = plt . figure ( ) plt . imshow ( grid ) ls = np . arange ( lmax + 1 ) pspectrum = spectral... | example that plots the power spectrum of Mars topography data |
15,025 | def from_zeros ( self , lmax , gm , r0 , omega = None , errors = False , normalization = '4pi' , csphase = 1 ) : if normalization . lower ( ) not in ( '4pi' , 'ortho' , 'schmidt' , 'unnorm' ) : raise ValueError ( "The normalization must be '4pi', 'ortho', 'schmidt', " "or 'unnorm'. Input value was {:s}." . format ( rep... | Initialize the class with spherical harmonic coefficients set to zero from degree 1 to lmax and set the degree 0 term to 1 . |
15,026 | def from_shape ( self , shape , rho , gm , nmax = 7 , lmax = None , lmax_grid = None , lmax_calc = None , omega = None ) : mass = gm / _G . value if type ( shape ) is not _SHRealCoeffs and type ( shape ) is not _DHRealGrid : raise ValueError ( 'shape must be of type SHRealCoeffs ' 'or DHRealGrid. Input type is {:s}' . ... | Initialize a class of gravitational potential spherical harmonic coefficients by calculuting the gravitational potential associatiated with relief along an interface . |
15,027 | def to_file ( self , filename , format = 'shtools' , header = None , errors = False , ** kwargs ) : if format is 'shtools' : if errors is True and self . errors is None : raise ValueError ( 'Can not save errors when then have not been ' 'initialized.' ) if self . omega is None : omega = 0. else : omega = self . omega w... | Save spherical harmonic coefficients to a file . |
15,028 | def change_ref ( self , gm = None , r0 = None , lmax = None ) : if lmax is None : lmax = self . lmax clm = self . pad ( lmax ) if gm is not None and gm != self . gm : clm . coeffs *= self . gm / gm clm . gm = gm if self . errors is not None : clm . errors *= self . gm / gm if r0 is not None and r0 != self . r0 : for l ... | Return a new SHGravCoeffs class instance with a different reference gm or r0 . |
15,029 | def expand ( self , a = None , f = None , lmax = None , lmax_calc = None , normal_gravity = True , sampling = 2 ) : if a is None : a = self . r0 if f is None : f = 0. if normal_gravity is True : ng = 1 else : ng = 0 if lmax is None : lmax = self . lmax if lmax_calc is None : lmax_calc = lmax if self . errors is not Non... | Create 2D cylindrical maps on a flattened and rotating ellipsoid of all three components of the gravity field the gravity disturbance and the gravitational potential and return as a SHGravGrid class instance . |
15,030 | def tensor ( self , a = None , f = None , lmax = None , lmax_calc = None , degree0 = False , sampling = 2 ) : if a is None : a = self . r0 if f is None : f = 0. if lmax is None : lmax = self . lmax if lmax_calc is None : lmax_calc = lmax if self . errors is not None : coeffs , errors = self . to_array ( normalization =... | Create 2D cylindrical maps on a flattened ellipsoid of the 9 components of the gravity gradient tensor in a local north - oriented reference frame and return an SHGravTensor class instance . |
15,031 | def geoid ( self , potref , a = None , f = None , r = None , omega = None , order = 2 , lmax = None , lmax_calc = None , grid = 'DH2' ) : if a is None : a = self . r0 if f is None : f = 0. if r is None : r = self . r0 if lmax is None : lmax = self . lmax if lmax_calc is None : lmax_calc = lmax if grid . upper ( ) in ( ... | Create a global map of the height of the geoid and return an SHGeoid class instance . |
15,032 | def node_application ( self , application_id ) : path = '/ws/v1/node/apps/{appid}' . format ( appid = application_id ) return self . request ( path ) | An application resource contains information about a particular application that was run or is running on this NodeManager . |
15,033 | def node_container ( self , container_id ) : path = '/ws/v1/node/containers/{containerid}' . format ( containerid = container_id ) return self . request ( path ) | A container resource contains information about a particular container that is running on this NodeManager . |
15,034 | def cluster_application_statistics ( self , state_list = None , application_type_list = None ) : path = '/ws/v1/cluster/appstatistics' states = ',' . join ( state_list ) if state_list is not None else None if application_type_list is not None : application_types = ',' . join ( application_type_list ) else : application... | With the Application Statistics API you can obtain a collection of triples each of which contains the application type the application state and the number of applications of this type and this state in ResourceManager context . |
15,035 | def cluster_application ( self , application_id ) : path = '/ws/v1/cluster/apps/{appid}' . format ( appid = application_id ) return self . request ( path ) | An application resource contains information about a particular application that was submitted to a cluster . |
15,036 | def cluster_application_attempts ( self , application_id ) : path = '/ws/v1/cluster/apps/{appid}/appattempts' . format ( appid = application_id ) return self . request ( path ) | With the application attempts API you can obtain a collection of resources that represent an application attempt . |
15,037 | def cluster_application_attempt_info ( self , application_id , attempt_id ) : path = '/ws/v1/cluster/apps/{appid}/appattempts/{attemptid}' . format ( appid = application_id , attemptid = attempt_id ) return self . request ( path ) | With the application attempts API you can obtain an extended info about an application attempt . |
15,038 | def cluster_application_state ( self , application_id ) : path = '/ws/v1/cluster/apps/{appid}/state' . format ( appid = application_id ) return self . request ( path ) | With the application state API you can obtain the current state of an application . |
15,039 | def cluster_application_kill ( self , application_id ) : data = '{"state": "KILLED"}' path = '/ws/v1/cluster/apps/{appid}/state' . format ( appid = application_id ) return self . update ( path , data ) | With the application kill API you can kill an application that is not in FINISHED or FAILED state . |
15,040 | def cluster_nodes ( self , state = None , healthy = None ) : path = '/ws/v1/cluster/nodes' legal_healthy = [ 'true' , 'false' ] if healthy is not None and healthy not in legal_healthy : msg = 'Valid Healthy arguments are true, false' raise IllegalArgumentError ( msg ) loc_args = ( ( 'state' , state ) , ( 'healthy' , he... | With the Nodes API you can obtain a collection of resources each of which represents a node . |
15,041 | def cluster_node ( self , node_id ) : path = '/ws/v1/cluster/nodes/{nodeid}' . format ( nodeid = node_id ) return self . request ( path ) | A node resource contains information about a node in the cluster . |
15,042 | def application_information ( self , application_id ) : path = '/proxy/{appid}/ws/v1/mapreduce/info' . format ( appid = application_id ) return self . request ( path ) | The MapReduce application master information resource provides overall information about that mapreduce application master . This includes application id time it was started user name etc . |
15,043 | def jobs ( self , application_id ) : path = '/proxy/{appid}/ws/v1/mapreduce/jobs' . format ( appid = application_id ) return self . request ( path ) | The jobs resource provides a list of the jobs running on this application master . |
15,044 | def job ( self , application_id , job_id ) : path = '/proxy/{appid}/ws/v1/mapreduce/jobs/{jobid}' . format ( appid = application_id , jobid = job_id ) return self . request ( path ) | A job resource contains information about a particular job that was started by this application master . Certain fields are only accessible if user has permissions - depends on acl settings . |
15,045 | def job_task ( self , application_id , job_id , task_id ) : path = '/proxy/{appid}/ws/v1/mapreduce/jobs/{jobid}/tasks/{taskid}' . format ( appid = application_id , jobid = job_id , taskid = task_id ) return self . request ( path ) | A Task resource contains information about a particular task within a job . |
15,046 | def jobs ( self , state = None , user = None , queue = None , limit = None , started_time_begin = None , started_time_end = None , finished_time_begin = None , finished_time_end = None ) : path = '/ws/v1/history/mapreduce/jobs' legal_states = set ( [ s for s , _ in JobStateInternal ] ) if state is not None and state no... | The jobs resource provides a list of the MapReduce jobs that have finished . It does not currently return a full list of parameters . |
15,047 | def job ( self , job_id ) : path = '/ws/v1/history/mapreduce/jobs/{jobid}' . format ( jobid = job_id ) return self . request ( path ) | A Job resource contains information about a particular job identified by jobid . |
15,048 | def job_attempts ( self , job_id ) : path = '/ws/v1/history/mapreduce/jobs/{jobid}/jobattempts' . format ( jobid = job_id ) return self . request ( path ) | With the job attempts API you can obtain a collection of resources that represent a job attempt . |
15,049 | def job_counters ( self , job_id ) : path = '/ws/v1/history/mapreduce/jobs/{jobid}/counters' . format ( jobid = job_id ) return self . request ( path ) | With the job counters API you can object a collection of resources that represent al the counters for that job . |
15,050 | def job_conf ( self , job_id ) : path = '/ws/v1/history/mapreduce/jobs/{jobid}/conf' . format ( jobid = job_id ) return self . request ( path ) | A job configuration resource contains information about the job configuration for this job . |
15,051 | def job_tasks ( self , job_id , type = None ) : path = '/ws/v1/history/mapreduce/jobs/{jobid}/tasks' . format ( jobid = job_id ) valid_types = [ 'm' , 'r' ] if type is not None and type not in valid_types : msg = 'Job type %s is illegal' % ( type , ) raise IllegalArgumentError ( msg ) params = { } if type is not None :... | With the tasks API you can obtain a collection of resources that represent a task within a job . |
15,052 | def task_attempt ( self , job_id , task_id , attempt_id ) : path = '/ws/v1/history/mapreduce/jobs/{jobid}/tasks/{taskid}/attempts/{attemptid}' . format ( jobid = job_id , taskid = task_id , attemptid = attempt_id ) return self . request ( path ) | A Task Attempt resource contains information about a particular task attempt within a job . |
15,053 | def q_mentioned_fields ( q , model ) : query = Query ( model ) where = query . _add_q ( q , used_aliases = set ( ) , allow_joins = False ) [ 0 ] return list ( sorted ( set ( expression_mentioned_fields ( where ) ) ) ) | Returns list of field names mentioned in Q object . |
15,054 | def set_name_with_model ( self , model ) : table_name = model . _meta . db_table column_names = [ model . _meta . get_field ( field_name ) . column for field_name , order in self . fields_orders ] column_names_with_order = [ ( ( '-%s' if order else '%s' ) % column_name ) for column_name , ( field_name , order ) in zip ... | Sets an unique generated name for the index . |
15,055 | def validate_partial_unique ( self ) : unique_idxs = [ idx for idx in self . _meta . indexes if isinstance ( idx , PartialIndex ) and idx . unique ] if unique_idxs : model_fields = set ( f . name for f in self . _meta . get_fields ( include_parents = True , include_hidden = True ) ) for idx in unique_idxs : where = idx... | Check partial unique constraints on the model and raise ValidationError if any failed . |
15,056 | def extracts ( self , page : 'WikipediaPage' , ** kwargs ) -> str : params = { 'action' : 'query' , 'prop' : 'extracts' , 'titles' : page . title } if self . extract_format == ExtractFormat . HTML : pass elif self . extract_format == ExtractFormat . WIKI : params [ 'explaintext' ] = 1 params [ 'exsectionformat' ] = 'wi... | Returns summary of the page with respect to parameters |
15,057 | def langlinks ( self , page : 'WikipediaPage' , ** kwargs ) -> PagesDict : params = { 'action' : 'query' , 'prop' : 'langlinks' , 'titles' : page . title , 'lllimit' : 500 , 'llprop' : 'url' , } used_params = kwargs used_params . update ( params ) raw = self . _query ( page , used_params ) self . _common_attributes ( r... | Returns langlinks of the page with respect to parameters |
15,058 | def links ( self , page : 'WikipediaPage' , ** kwargs ) -> PagesDict : params = { 'action' : 'query' , 'prop' : 'links' , 'titles' : page . title , 'pllimit' : 500 , } used_params = kwargs used_params . update ( params ) raw = self . _query ( page , used_params ) self . _common_attributes ( raw [ 'query' ] , page ) pag... | Returns links to other pages with respect to parameters |
15,059 | def backlinks ( self , page : 'WikipediaPage' , ** kwargs ) -> PagesDict : params = { 'action' : 'query' , 'list' : 'backlinks' , 'bltitle' : page . title , 'bllimit' : 500 , } used_params = kwargs used_params . update ( params ) raw = self . _query ( page , used_params ) self . _common_attributes ( raw [ 'query' ] , p... | Returns backlinks from other pages with respect to parameters |
15,060 | def categorymembers ( self , page : 'WikipediaPage' , ** kwargs ) -> PagesDict : params = { 'action' : 'query' , 'list' : 'categorymembers' , 'cmtitle' : page . title , 'cmlimit' : 500 , } used_params = kwargs used_params . update ( params ) raw = self . _query ( page , used_params ) self . _common_attributes ( raw [ '... | Returns pages in given category with respect to parameters |
15,061 | def full_text ( self , level : int = 1 ) -> str : res = "" if self . wiki . extract_format == ExtractFormat . WIKI : res += self . title elif self . wiki . extract_format == ExtractFormat . HTML : res += "<h{}>{}</h{}>" . format ( level , self . title , level ) else : raise NotImplementedError ( "Unknown ExtractFormat ... | Returns text of the current section as well as all its subsections . |
15,062 | def sections ( self ) -> List [ WikipediaPageSection ] : if not self . _called [ 'extracts' ] : self . _fetch ( 'extracts' ) return self . _section | Returns all sections of the curent page . |
15,063 | def section_by_title ( self , title : str , ) -> Optional [ WikipediaPageSection ] : if not self . _called [ 'extracts' ] : self . _fetch ( 'extracts' ) return self . _section_mapping . get ( title ) | Returns section of the current page with given title . |
15,064 | def text ( self ) -> str : txt = self . summary if len ( txt ) > 0 : txt += "\n\n" for sec in self . sections : txt += sec . full_text ( level = 2 ) return txt . strip ( ) | Returns text of the current page . |
15,065 | async def permits ( self , identity , permission , context = None ) : user = self . user_map . get ( identity ) if not user : return False return permission in user . permissions | Check user permissions . Return True if the identity is allowed the permission in the current context else return False . |
15,066 | async def remember ( request , response , identity , ** kwargs ) : assert isinstance ( identity , str ) , identity assert identity identity_policy = request . config_dict . get ( IDENTITY_KEY ) if identity_policy is None : text = ( "Security subsystem is not initialized, " "call aiohttp_security.setup(...) first" ) rai... | Remember identity into response . |
15,067 | async def forget ( request , response ) : identity_policy = request . config_dict . get ( IDENTITY_KEY ) if identity_policy is None : text = ( "Security subsystem is not initialized, " "call aiohttp_security.setup(...) first" ) raise web . HTTPInternalServerError ( reason = text , text = text ) await identity_policy . ... | Forget previously remembered identity . |
15,068 | async def is_anonymous ( request ) : identity_policy = request . config_dict . get ( IDENTITY_KEY ) if identity_policy is None : return True identity = await identity_policy . identify ( request ) if identity is None : return True return False | Check if user is anonymous . |
15,069 | def login_required ( fn ) : @ wraps ( fn ) async def wrapped ( * args , ** kwargs ) : request = args [ - 1 ] if not isinstance ( request , web . BaseRequest ) : msg = ( "Incorrect decorator usage. " "Expecting `def handler(request)` " "or `def handler(self, request)`." ) raise RuntimeError ( msg ) await check_authorize... | Decorator that restrict access only for authorized users . |
15,070 | async def check_permission ( request , permission , context = None ) : await check_authorized ( request ) allowed = await permits ( request , permission , context ) if not allowed : raise web . HTTPForbidden ( ) | Checker that passes only to authoraised users with given permission . |
15,071 | def has_permission ( permission , context = None , ) : def wrapper ( fn ) : @ wraps ( fn ) async def wrapped ( * args , ** kwargs ) : request = args [ - 1 ] if not isinstance ( request , web . BaseRequest ) : msg = ( "Incorrect decorator usage. " "Expecting `def handler(request)` " "or `def handler(self, request)`." ) ... | Decorator that restricts access only for authorized users with correct permissions . |
15,072 | def normal_print ( raw ) : lines = raw . split ( '\n' ) for line in lines : if line : print ( line + '\n' ) | no colorful text for output . |
15,073 | def delete_word ( word ) : conn = sqlite3 . connect ( os . path . join ( DEFAULT_PATH , 'word.db' ) ) curs = conn . cursor ( ) curs . execute ( 'SELECT expl, pr FROM Word WHERE name = "%s"' % word ) res = curs . fetchall ( ) if res : try : curs . execute ( 'DELETE FROM Word WHERE name = "%s"' % word ) except Exception ... | delete the word or phrase from database . |
15,074 | def count_word ( arg ) : conn = sqlite3 . connect ( os . path . join ( DEFAULT_PATH , 'word.db' ) ) curs = conn . cursor ( ) if arg [ 0 ] . isdigit ( ) : if len ( arg ) == 1 : curs . execute ( 'SELECT count(*) FROM Word WHERE pr == %d' % ( int ( arg [ 0 ] ) ) ) elif len ( arg ) == 2 and arg [ 1 ] == '+' : curs . execu... | count the number of words |
15,075 | def authentication_url ( self ) : params = { 'client_id' : self . client_id , 'response_type' : self . type , 'redirect_uri' : self . callback_url } return AUTHENTICATION_URL + "?" + urlencode ( params ) | Redirect your users to here to authenticate them . |
15,076 | def setup ( self , paths = None ) : if not paths : self . state . add_error ( 'No `paths` argument provided in recipe, bailing' , critical = True ) else : self . _paths = [ path . strip ( ) for path in paths . strip ( ) . split ( ',' ) ] | Sets up the _paths attribute . |
15,077 | def _create_hunt ( self , name , args ) : runner_args = self . grr_api . types . CreateHuntRunnerArgs ( ) runner_args . description = self . reason hunt = self . grr_api . CreateHunt ( flow_name = name , flow_args = args , hunt_runner_args = runner_args ) print ( '{0!s}: Hunt created' . format ( hunt . hunt_id ) ) self... | Create specified hunt . |
15,078 | def setup ( self , artifacts , use_tsk , reason , grr_server_url , grr_username , grr_password , approvers = None , verify = True ) : super ( GRRHuntArtifactCollector , self ) . setup ( reason , grr_server_url , grr_username , grr_password , approvers = approvers , verify = verify ) self . artifacts = [ item . strip ( ... | Initializes a GRR Hunt artifact collector . |
15,079 | def process ( self ) : print ( 'Artifacts to be collected: {0!s}' . format ( self . artifacts ) ) hunt_args = flows_pb2 . ArtifactCollectorFlowArgs ( artifact_list = self . artifacts , use_tsk = self . use_tsk , ignore_interpolation_errors = True , apply_parsers = False , ) return self . _create_hunt ( 'ArtifactCollect... | Construct and start new Artifact Collection hunt . |
15,080 | def collect_hunt_results ( self , hunt ) : if not os . path . isdir ( self . output_path ) : os . makedirs ( self . output_path ) output_file_path = os . path . join ( self . output_path , '.' . join ( ( self . hunt_id , 'zip' ) ) ) if os . path . exists ( output_file_path ) : print ( '{0:s} already exists: Skipping' .... | Download current set of files in results . |
15,081 | def _get_and_write_archive ( self , hunt , output_file_path ) : hunt_archive = hunt . GetFilesArchive ( ) hunt_archive . WriteToFile ( output_file_path ) | Gets and writes a hunt archive . |
15,082 | def _get_client_fqdn ( self , client_info_contents ) : yamldict = yaml . safe_load ( client_info_contents ) fqdn = yamldict [ 'system_info' ] [ 'fqdn' ] client_id = yamldict [ 'client_id' ] . split ( '/' ) [ 1 ] return client_id , fqdn | Extracts a GRR client s FQDN from its client_info . yaml file . |
15,083 | def _extract_hunt_results ( self , output_file_path ) : collection_paths = [ ] client_ids = set ( ) client_id_to_fqdn = { } hunt_dir = None try : with zipfile . ZipFile ( output_file_path ) as archive : items = archive . infolist ( ) for f in items : if not hunt_dir : hunt_dir = f . filename . split ( '/' ) [ 0 ] if f ... | Open a hunt output archive and extract files . |
15,084 | def get_extra ( cls , name = None ) : if not name : return cls . _extra_config return cls . _extra_config . get ( name , None ) | Gets extra configuration parameters . |
15,085 | def load_extra ( cls , filename ) : try : with open ( filename , 'rb' ) as configuration_file : cls . load_extra_data ( configuration_file . read ( ) ) sys . stderr . write ( "Config successfully loaded from {0:s}\n" . format ( filename ) ) return True except IOError : return False | Loads extra JSON configuration parameters from a file on the filesystem . |
15,086 | def load_extra_data ( cls , data ) : try : cls . _extra_config . update ( json . loads ( data ) ) except ValueError as exception : sys . stderr . write ( 'Could convert to JSON. {0:s}' . format ( exception ) ) exit ( - 1 ) | Loads extra JSON configuration parameters from a data buffer . |
15,087 | def register_recipe ( cls , recipe ) : recipe_name = recipe . contents [ 'name' ] cls . _recipe_classes [ recipe_name ] = ( recipe . contents , recipe . args , recipe . __doc__ ) | Registers a dftimewolf recipe . |
15,088 | def _get_client_by_hostname ( self , hostname ) : print ( 'Searching for client: {0:s}' . format ( hostname ) ) try : search_result = self . grr_api . SearchClients ( hostname ) except grr_errors . UnknownError as exception : self . state . add_error ( 'Could not search for host {0:s}: {1!s}' . format ( hostname , exce... | Search GRR by hostname and get the latest active client . |
15,089 | def find_clients ( self , hosts ) : clients = [ ] for host in hosts : clients . append ( self . _get_client_by_hostname ( host ) ) return [ client for client in clients if client is not None ] | Finds GRR clients given a list of hosts . |
15,090 | def _get_client_by_id ( self , client_id ) : client = self . grr_api . Client ( client_id ) print ( 'Checking for client approval' ) self . _check_approval_wrapper ( client , client . ListFlows ) print ( '{0:s}: Client approval is valid' . format ( client_id ) ) return client . Get ( ) | Get GRR client dictionary and make sure valid approvals exist . |
15,091 | def _launch_flow ( self , client , name , args ) : flow = self . _check_approval_wrapper ( client , client . CreateFlow , name = name , args = args ) flow_id = flow . flow_id print ( '{0:s}: Scheduled' . format ( flow_id ) ) if self . keepalive : keepalive_flow = client . CreateFlow ( name = 'KeepAlive' , args = flows_... | Create specified flow setting KeepAlive if requested . |
15,092 | def _await_flow ( self , client , flow_id ) : print ( '{0:s}: Waiting to finish' . format ( flow_id ) ) while True : try : status = client . Flow ( flow_id ) . Get ( ) . data except grr_errors . UnknownError : msg = 'Unable to stat flow {0:s} for host {1:s}' . format ( flow_id , client . data . os_info . fqdn . lower (... | Awaits flow completion . |
15,093 | def _download_files ( self , client , flow_id ) : output_file_path = os . path . join ( self . output_path , '.' . join ( ( flow_id , 'zip' ) ) ) if os . path . exists ( output_file_path ) : print ( '{0:s} already exists: Skipping' . format ( output_file_path ) ) return None flow = client . Flow ( flow_id ) file_archiv... | Download files from the specified flow . |
15,094 | def setup ( self , hosts , artifacts , extra_artifacts , use_tsk , reason , grr_server_url , grr_username , grr_password , approvers = None , verify = True ) : super ( GRRArtifactCollector , self ) . setup ( reason , grr_server_url , grr_username , grr_password , approvers = approvers , verify = verify ) if artifacts i... | Initializes a GRR artifact collector . |
15,095 | def _process_thread ( self , client ) : system_type = client . data . os_info . system print ( 'System type: {0:s}' . format ( system_type ) ) artifact_list = [ ] if self . artifacts : print ( 'Artifacts to be collected: {0!s}' . format ( self . artifacts ) ) artifact_list = self . artifacts else : default_artifacts = ... | Process a single GRR client . |
15,096 | def process ( self ) : threads = [ ] for client in self . find_clients ( self . hostnames ) : print ( client ) thread = threading . Thread ( target = self . _process_thread , args = ( client , ) ) threads . append ( thread ) thread . start ( ) for thread in threads : thread . join ( ) | Collect the artifacts . |
15,097 | def setup ( self , hosts , files , use_tsk , reason , grr_server_url , grr_username , grr_password , approvers = None , verify = True ) : super ( GRRFileCollector , self ) . setup ( reason , grr_server_url , grr_username , grr_password , approvers = approvers , verify = verify ) if files is not None : self . files = [ ... | Initializes a GRR file collector . |
15,098 | def _process_thread ( self , client ) : file_list = self . files if not file_list : return print ( 'Filefinder to collect {0:d} items' . format ( len ( file_list ) ) ) flow_action = flows_pb2 . FileFinderAction ( action_type = flows_pb2 . FileFinderAction . DOWNLOAD ) flow_args = flows_pb2 . FileFinderArgs ( paths = fi... | Process a single client . |
15,099 | def setup ( self , host , flow_id , reason , grr_server_url , grr_username , grr_password , approvers = None , verify = True ) : super ( GRRFlowCollector , self ) . setup ( reason , grr_server_url , grr_username , grr_password , approvers = approvers , verify = verify ) self . flow_id = flow_id self . host = host | Initializes a GRR flow collector . |
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