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def tabulate ( lol , headers , eol = '\n' ) : yield '| %s |' % ' | ' . join ( headers ) + eol yield '| %s:|' % ':| ' . join ( [ '-' * len ( w ) for w in headers ] ) + eol for row in lol : yield '| %s |' % ' | ' . join ( str ( c ) for c in row ) + eol
Use the pypi tabulate package instead!
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def listify ( values , N = 1 , delim = None ) : ans = [ ] if values is None else values # convert non-string non-list iterables into a list if hasattr ( ans , '__iter__' ) and not isinstance ( ans , basestring ) : ans = list ( ans ) else : # split the string (if possible) if isinstance ( delim , basestring ) and isinst...
Return an N - length list with elements values extrapolating as necessary .
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def unlistify ( n , depth = 1 , typ = list , get = None ) : i = 0 if depth is None : depth = 1 index_desired = get or 0 while i < depth and isinstance ( n , typ ) : if len ( n ) : if len ( n ) > index_desired : n = n [ index_desired ] i += 1 else : return n return n
Return the desired element in a list ignoring the rest .
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def strip_keys ( d , nones = False , depth = 0 ) : ans = type ( d ) ( ( str ( k ) . strip ( ) , v ) for ( k , v ) in viewitems ( OrderedDict ( d ) ) if ( not nones or ( str ( k ) . strip ( ) and str ( k ) . strip ( ) != 'None' ) ) ) if int ( depth ) < 1 : return ans if int ( depth ) > strip_keys . MAX_DEPTH : warnings ...
r Strip whitespace from all dictionary keys to the depth indicated
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def get_table_from_csv ( filename = 'ssg_report_aarons_returns.csv' , delimiter = ',' , dos = False ) : table = [ ] with open ( filename , 'rb' ) as f : reader = csv . reader ( f , dialect = 'excel' , delimiter = delimiter ) for row in reader : table += [ row ] if not dos : return table return dos_from_table ( table )
Dictionary of sequences from CSV file
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def shorten ( s , max_len = 16 ) : short = s words = [ abbreviate ( word ) for word in get_words ( s ) ] for i in range ( len ( words ) , 0 , - 1 ) : short = ' ' . join ( words [ : i ] ) if len ( short ) <= max_len : break return short [ : max_len ]
Attempt to shorten a phrase by deleting words at the end of the phrase
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def truncate ( s , max_len = 20 , ellipsis = '...' ) : if s is None : return None elif isinstance ( s , basestring ) : return s [ : min ( len ( s ) , max_len ) ] + ellipsis if len ( s ) > max_len else '' elif isinstance ( s , Mapping ) : truncated_str = str ( dict ( islice ( viewitems ( s ) , max_len ) ) ) else : trunc...
r Return string at most max_len characters or sequence elments appended with the ellipsis characters
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def slash_product ( string_or_seq , slash = '/' , space = ' ' ) : # Terminating case is a sequence of strings without any slashes if not isinstance ( string_or_seq , basestring ) : # If it's not a string and has no slashes, we're done if not any ( slash in s for s in string_or_seq ) : return list ( string_or_seq ) ans ...
Return a list of all possible meanings of a phrase containing slashes
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def create_header ( coord , radius , proj = 'ZEA' , npix = 30 ) : gal = coord . name == 'galactic' values = [ [ "NAXIS" , 2 , ] , [ "NAXIS1" , npix , ] , [ "NAXIS2" , npix , ] , [ "CTYPE1" , 'GLON-%s' % proj if gal else 'RA---%s' % proj ] , [ "CTYPE2" , 'GLAT-%s' % proj if gal else 'DEC--%s' % proj ] , [ "CRPIX1" , npi...
Create a header a new image
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def word_tokenize ( text ) : for ( regexp , replacement ) in RULES1 : text = sub ( regexp , replacement , text ) # add extra space to make things easier text = " " + text + " " for ( regexp , replacement ) in RULES2 : text = sub ( regexp , replacement , text ) for regexp in CONTRACTIONS : text = sub ( regexp , r"\1 \2 ...
Split string text into word tokens using the Penn Treebank rules
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def get_postcodedata ( self , postcode , nr , addition = "" , * * params ) : endpoint = 'rest/addresses/%s/%s' % ( postcode , nr ) if addition : endpoint += '/' + addition retValue = self . _API__request ( endpoint , params = params ) # then it should match the houseNumberAdditions if addition and addition . upper ( ) ...
get_postcodedata - fetch information for postcode .
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def get_signalcheck ( self , sar , * * params ) : params = sar endpoint = 'rest/signal/check' # The 'sar'-request dictionary should be sent as valid JSON data, so # we need to convert it to JSON # when we construct the request in API.request retValue = self . _API__request ( endpoint , 'POST' , params = params , convJS...
get_signalcheck - perform a signal check .
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def __request ( self , endpoint , method = 'GET' , params = None , convJSON = False ) : url = '%s/%s' % ( self . api_url , endpoint ) method = method . lower ( ) params = params or { } if convJSON : params = json . dumps ( params ) func = getattr ( self . client , method ) request_args = { } if method == 'get' : reques...
request - Returns dict of response from postcode . nl API .
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def regression_and_plot ( x , y = None ) : if y is None : y = x x = range ( len ( x ) ) if not isinstance ( x [ 0 ] , ( float , int , np . float64 , np . float32 ) ) : x = [ row [ 0 ] for row in x ] A = np . vstack ( [ np . array ( x ) , np . ones ( len ( x ) ) ] ) . T fit = np . linalg . lstsq ( A , y , rcond = None )...
Fit a line to the x y data supplied and plot it along with teh raw samples
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def scatmat ( df , category = None , colors = 'rgob' , num_plots = 4 , num_topics = 100 , num_columns = 4 , show = False , block = False , data_path = DATA_PATH , save = False , verbose = 1 ) : if category is None : category = list ( df . columns ) [ - 1 ] if isinstance ( category , ( str , bytes , int ) ) and category...
Scatter plot with colored markers depending on the discrete values in a category column
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def point_cloud ( df , columns = [ 0 , 1 , 2 ] ) : df = df if isinstance ( df , pd . DataFrame ) else pd . DataFrame ( df ) if not all ( c in df . columns for c in columns ) : columns = list ( df . columns ) [ : 3 ] fig = plt . figure ( ) ax = fig . add_subplot ( 111 , projection = '3d' ) # noqa Axes3D . scatter ( * [ ...
3 - D Point cloud for plotting things like mesh models of horses ; )
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def show ( self , block = False ) : try : plt . show ( block = block ) except ValueError : plt . show ( )
Display the last image drawn
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def save ( self , filename ) : plt . savefig ( filename , fig = self . fig , facecolor = 'black' , edgecolor = 'black' )
save colormap to file
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def getp ( self , name ) : name = self . _mapping . get ( name , name ) return self . params [ name ]
Get the named parameter .
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def readColorLUT ( infile , distance_modulus , mag_1 , mag_2 , mag_err_1 , mag_err_2 ) : reader = pyfits . open ( infile ) distance_modulus_array = reader [ 'DISTANCE_MODULUS' ] . data . field ( 'DISTANCE_MODULUS' ) if not numpy . any ( numpy . fabs ( distance_modulus_array - distance_modulus ) < 1.e-3 ) : logger . war...
Take in a color look - up table and return the signal color evaluated for each object . Consider making the argument a Catalog object rather than magnitudes and uncertainties .
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def auto_memoize ( func ) : @ wraps ( func ) def wrapper ( * args ) : inst = args [ 0 ] inst . _memoized_values = getattr ( inst , '_memoized_values' , { } ) key = ( func , args [ 1 : ] ) if key not in inst . _memoized_values : inst . _memoized_values [ key ] = func ( * args ) return inst . _memoized_values [ key ] ret...
Based on django . util . functional . memoize . Automatically memoizes instace methods for the lifespan of an object . Only works with methods taking non - keword arguments . Note that the args to the function must be usable as dictionary keys . Also the first argument MUST be self . This decorator will not work for fu...
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def best_fit ( li , value ) : index = min ( bisect_left ( li , value ) , len ( li ) - 1 ) if index in ( 0 , len ( li ) ) : return index if li [ index ] - value < value - li [ index - 1 ] : return index else : return index - 1
For a sorted list li returns the closest item to value
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def proj4_to_epsg ( projection ) : def make_definition ( value ) : return { x . strip ( ) . lower ( ) for x in value . split ( '+' ) if x } # Use the EPSG in the definition if available match = EPSG_RE . search ( projection . srs ) if match : return int ( match . group ( 1 ) ) # Otherwise, try to look up the EPSG from ...
Attempts to convert a PROJ4 projection object to an EPSG code and returns None if conversion fails
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def wkt_to_proj4 ( wkt ) : srs = osgeo . osr . SpatialReference ( ) srs . ImportFromWkt ( wkt ) return pyproj . Proj ( str ( srs . ExportToProj4 ( ) ) )
Converts a well - known text string to a pyproj . Proj object
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def proj4_to_wkt ( projection ) : srs = osgeo . osr . SpatialReference ( ) srs . ImportFromProj4 ( projection . srs ) return srs . ExportToWkt ( )
Converts a pyproj . Proj object to a well - known text string
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def project_geometry ( geometry , source , target ) : project = partial ( pyproj . transform , source , target ) return transform ( project , geometry )
Projects a shapely geometry object from the source to the target projection .
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def _load ( self , config ) : if isstring ( config ) : self . filename = config params = yaml . load ( open ( config ) ) elif isinstance ( config , Config ) : # This is the copy constructor... self . filename = config . filename params = copy . deepcopy ( config ) elif isinstance ( config , dict ) : params = copy . dee...
Load this config from an existing config
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def _validate ( self ) : # This could be done with a default config # Check that specific keys exist sections = odict ( [ ( 'catalog' , [ 'dirname' , 'basename' , 'lon_field' , 'lat_field' , 'objid_field' , 'mag_1_band' , 'mag_1_field' , 'mag_err_1_field' , 'mag_2_band' , 'mag_2_field' , 'mag_err_2_field' , ] ) , ( 'ma...
Enforce some structure to the config file
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def _formatFilepaths ( self ) : likedir = self [ 'output' ] [ 'likedir' ] self . likefile = join ( likedir , self [ 'output' ] [ 'likefile' ] ) self . mergefile = join ( likedir , self [ 'output' ] [ 'mergefile' ] ) self . roifile = join ( likedir , self [ 'output' ] [ 'roifile' ] ) searchdir = self [ 'output' ] [ 'sea...
Join dirnames and filenames from config .
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def write ( self , filename ) : ext = os . path . splitext ( filename ) [ 1 ] writer = open ( filename , 'w' ) if ext == '.py' : writer . write ( pprint . pformat ( self ) ) elif ext == '.yaml' : writer . write ( yaml . dump ( self ) ) else : writer . close ( ) raise Exception ( 'Unrecognized config format: %s' % ext )...
Write a copy of this config object .
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def getFilenames ( self , pixels = None ) : logger . debug ( "Getting filenames..." ) if pixels is None : return self . filenames else : return self . filenames [ np . in1d ( self . filenames [ 'pix' ] , pixels ) ]
Return the requested filenames .
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def superpixel ( subpix , nside_subpix , nside_superpix ) : if nside_subpix == nside_superpix : return subpix theta , phi = hp . pix2ang ( nside_subpix , subpix ) return hp . ang2pix ( nside_superpix , theta , phi )
Return the indices of the super - pixels which contain each of the sub - pixels .
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def ud_grade_ipix ( ipix , nside_in , nside_out , nest = False ) : if nside_in == nside_out : return ipix elif nside_in < nside_out : return u_grade_ipix ( ipix , nside_in , nside_out , nest ) elif nside_in > nside_out : return d_grade_ipix ( ipix , nside_in , nside_out , nest )
Upgrade or degrade resolution of a pixel list .
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def index_pix_in_pixels ( pix , pixels , sort = False , outside = - 1 ) : # ADW: Not really safe to set index = -1 (accesses last entry); # -np.inf would be better, but breaks other code... # ADW: Are the pixels always sorted? Is there a quick way to check? if sort : pixels = np . sort ( pixels ) # Assumes that 'pixels...
Find the indices of a set of pixels into another set of pixels . !!! ASSUMES SORTED PIXELS !!!
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def index_lonlat_in_pixels ( lon , lat , pixels , nside , sort = False , outside = - 1 ) : pix = ang2pix ( nside , lon , lat ) return index_pix_in_pixels ( pix , pixels , sort , outside )
Find the indices of a set of angles into a set of pixels
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def header_odict ( nside , nest = False , coord = None , partial = True ) : hdr = odict ( [ ] ) hdr [ 'PIXTYPE' ] = odict ( [ ( 'name' , 'PIXTYPE' ) , ( 'value' , 'HEALPIX' ) , ( 'comment' , 'HEALPIX pixelisation' ) ] ) ordering = 'NEST' if nest else 'RING' hdr [ 'ORDERING' ] = odict ( [ ( 'name' , 'ORDERING' ) , ( 'va...
Mimic the healpy header keywords .
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def write_partial_map ( filename , data , nside , coord = None , nest = False , header = None , dtype = None , * * kwargs ) : # ADW: Do we want to make everything uppercase? if isinstance ( data , dict ) : names = list ( data . keys ( ) ) else : names = data . dtype . names if 'PIXEL' not in names : msg = "'PIXEL' colu...
Partial HEALPix maps are used to efficiently store maps of the sky by only writing out the pixels that contain data .
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def merge_likelihood_headers ( filenames , outfile ) : filenames = np . atleast_1d ( filenames ) ext = 'PIX_DATA' nside = fitsio . read_header ( filenames [ 0 ] , ext = ext ) [ 'LKDNSIDE' ] keys = [ 'STELLAR' , 'NINSIDE' , 'NANNULUS' ] data_dict = odict ( PIXEL = [ ] ) for k in keys : data_dict [ k ] = [ ] for i , file...
Merge header information from likelihood files .
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def _convert_number ( self , number ) : number = float ( number ) return int ( number ) if number . is_integer ( ) else float ( number )
Converts a number to float or int as appropriate
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def do_results ( args ) : config , name , label , coord = args filenames = make_filenames ( config , label ) srcfile = filenames [ 'srcfile' ] samples = filenames [ 'samfile' ] if not exists ( srcfile ) : logger . warning ( "Couldn't find %s; skipping..." % srcfile ) return if not exists ( samples ) : logger . warning ...
Write the results output file
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def do_membership ( args ) : config , name , label , coord = args filenames = make_filenames ( config , label ) srcfile = filenames [ 'srcfile' ] memfile = filenames [ 'memfile' ] logger . info ( "Writing %s..." % memfile ) from ugali . analysis . loglike import write_membership write_membership ( memfile , config , sr...
Write the membership output file
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def do_plot ( args ) : import ugali . utils . plotting import pylab as plt config , name , label , coord = args filenames = make_filenames ( config , label ) srcfile = filenames [ 'srcfile' ] samfile = filenames [ 'samfile' ] memfile = filenames [ 'memfile' ] if not exists ( srcfile ) : logger . warning ( "Couldn't fin...
Create plots of mcmc output
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def parse ( self , * args ) : if isinstance ( self . dictionary , dict ) : return self . dictionary raise self . subparserException ( "Argument passed to Dictionary SubParser is not a dict: %s" % type ( self . dictionary ) )
Return our initialized dictionary arguments .
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def _caches_dicts ( self ) : qs = ( self . get_query_set ( ) if django . VERSION < ( 1 , 6 ) else self . get_queryset ( ) ) variants_dict = self . _get_variants_dict ( qs ) cache . set ( VARIANTS_DICT_CACHE_KEY , variants_dict ) replace_dict = self . _get_replace_dict ( qs ) cache . set ( REPLACE_DICT_CACHE_KEY , repla...
Caches variants_dict and replace_dict in a single database hit .
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def translate_exception ( exc , kwargs ) : error = exc . response [ 'Error' ] error . setdefault ( 'Message' , '' ) err_class = EXC . get ( error [ 'Code' ] , DynamoDBError ) return err_class ( exc . response [ 'ResponseMetadata' ] [ 'HTTPStatusCode' ] , exc_info = sys . exc_info ( ) , args = pformat ( kwargs ) , * * e...
Translate a botocore . exceptions . ClientError into a dynamo3 error
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def re_raise ( self ) : if self . exc_info is not None : six . reraise ( type ( self ) , self , self . exc_info [ 2 ] ) else : raise self
Raise this exception with the original traceback
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def generate_lines ( text , ext = [ '.txt' , '.md' , '.rst' , '.asciidoc' , '.asc' ] ) : if isinstance ( text , basestring ) : if len ( text ) <= 256 : if os . path . isfile ( text ) and os . path . splitext ( text ) [ - 1 ] . lower ( ) in ext : return open ( text ) elif os . path . isdir ( text ) : return chain . from...
r Yield text one line at a time from from a single file path files in a directory or a text string
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def add ( self , now , num ) : if num == 0 : return self . points . append ( ( now , num ) )
Add a timestamp and date to the data
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def value ( self ) : now = time . time ( ) cutoff = now - self . window while self . points and self . points [ 0 ] [ 0 ] < cutoff : self . points . pop ( 0 ) return sum ( [ p [ 1 ] for p in self . points ] )
Get the summation of all non - expired points
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def get_consumed ( self , key ) : if key not in self . _consumed : self . _consumed [ key ] = { 'read' : DecayingCapacityStore ( ) , 'write' : DecayingCapacityStore ( ) , } return self . _consumed [ key ]
Getter for a consumed capacity storage dict
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def on_capacity ( self , connection , command , query_kwargs , response , capacity ) : now = time . time ( ) args = ( connection , command , query_kwargs , response , capacity ) # Check total against the total_cap self . _wait ( args , now , self . total_cap , self . _total_consumed , capacity . total ) # Increment tab...
Hook that runs in response to a returned capacity event
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def _wait ( self , args , now , cap , consumed_history , consumed_capacity ) : for key in [ 'read' , 'write' ] : if key in cap and cap [ key ] > 0 : consumed_history [ key ] . add ( now , consumed_capacity [ key ] ) consumed = consumed_history [ key ] . value if consumed > 0 and consumed >= cap [ key ] : seconds = math...
Check the consumed capacity against the limit and sleep
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def create_case ( self , name , email , subject , description , businessImpact , priority , phone ) : if not ( '@' in parseaddr ( email ) [ 1 ] ) : raise ValueError ( 'invalid email: {}' . format ( email ) ) if '' == name or name is None : raise ValueError ( 'empty name' ) if '' == subject or subject is None : raise Va...
Send a case creation to SalesForces to create a ticket .
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def get_cumulative_spend ( key ) : query = ( 'ROUND(SUM(total_ex_vat), 2) AS total ' 'FROM {table} ' 'WHERE date <= "{year}-{month:02}-01" ' 'AND lot="{lot}" ' 'AND customer_sector="{sector}" ' 'AND supplier_type="{sme_large}"' . format ( table = _RAW_SALES_TABLE , year = key . year , month = key . month , lot = key . ...
Get the sum of spending for this category up to and including the given month .
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def plot ( self , value = None , pixel = None ) : # DEPRECATED import ugali . utils . plotting map_roi = np . array ( hp . UNSEEN * np . ones ( hp . nside2npix ( self . config . params [ 'coords' ] [ 'nside_pixel' ] ) ) ) if value is None : #map_roi[self.pixels] = ugali.utils.projector.angsep(self.lon, self.lat, self.c...
Plot the ROI
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def inPixels ( self , lon , lat , pixels ) : nside = self . config . params [ 'coords' ] [ 'nside_pixel' ] return ugali . utils . healpix . in_pixels ( lon , lat , pixels , nside )
Function for testing if coordintes in set of ROI pixels .
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def getCatalogPixels ( self ) : filenames = self . config . getFilenames ( ) nside_catalog = self . config . params [ 'coords' ] [ 'nside_catalog' ] nside_pixel = self . config . params [ 'coords' ] [ 'nside_pixel' ] # All possible catalog pixels spanned by the ROI superpix = ugali . utils . skymap . superpixel ( self ...
Return the catalog pixels spanned by this ROI .
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def schema ( self , hash_key ) : key_schema = [ hash_key . hash_schema ( ) ] if self . range_key is not None : key_schema . append ( self . range_key . range_schema ( ) ) schema_data = { 'IndexName' : self . name , 'KeySchema' : key_schema , 'Projection' : { 'ProjectionType' : self . projection_type , } } if self . inc...
Create the index schema
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def all ( cls , name , hash_key , range_key = None , throughput = None ) : return cls ( cls . ALL , name , hash_key , range_key , throughput = throughput )
Create an index that projects all attributes
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def keys ( cls , name , hash_key , range_key = None , throughput = None ) : return cls ( cls . KEYS , name , hash_key , range_key , throughput = throughput )
Create an index that projects only key attributes
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def schema ( self ) : schema_data = super ( GlobalIndex , self ) . schema ( self . hash_key ) schema_data [ 'ProvisionedThroughput' ] = self . throughput . schema ( ) return schema_data
Construct the schema definition for this index
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def from_response ( cls , response ) : hash_key = None range_key = None # KeySchema may not be in the response if the TableStatus is DELETING. if 'KeySchema' in response : attrs = dict ( ( ( d [ 'AttributeName' ] , DynamoKey ( d [ 'AttributeName' ] , d [ 'AttributeType' ] ) ) for d in response [ 'AttributeDefinitions' ...
Create a Table from returned Dynamo data
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def serialize ( self ) : if self . action == 'Create' : payload = self . extra [ 'index' ] . schema ( ) else : payload = { 'IndexName' : self . index_name , } if self . action == 'Update' : payload [ 'ProvisionedThroughput' ] = self . extra [ 'throughput' ] . schema ( ) return { self . action : payload }
Get the serialized Dynamo format for the update
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def instance ( cls , interval = 5 ) : if not cls . _instance : cls . _instance = _Messenger ( interval ) return cls . _instance
Returns existing instance of messenger . If one does not exist it will be created and returned .
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def send ( self , message , * args , * * kwargs ) : self . _messages . put ( ( message , args , kwargs ) , False )
Sends provided message to all listeners . Message is only added to queue and will be processed on next tick .
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def subscribe ( self , message , handler ) : with self . _lock : ref = WeakCallable ( handler , self . _on_collect ) self . _subscribers [ message ] . append ( ref )
Adds hander for specified message .
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def unsubscribe ( self , message , handler ) : with self . _lock : self . _subscribers [ message ] . remove ( WeakCallable ( handler ) )
Removes handler from message listeners .
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def _execute ( self , sender , event_args ) : with self . _lock : while not self . _messages . empty ( ) : msg , args , kwargs = self . _messages . get ( False ) for subscriber in self . _subscribers [ msg ] : try : subscriber ( * args , * * kwargs ) except weakref . ReferenceError : # Reference to handler is lost and ...
Event handler for timer that processes all queued messages .
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def emit ( self , * args , * * kwargs ) : self . _messanger . send ( self , * args , * * kwargs )
Emits this signal . As result all handlers will be invoked .
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def RaisePropertyChanged ( self , property_name ) : args = PropertyChangedEventArgs ( property_name ) for handler in self . property_chaged_handlers : handler ( self , args )
Raises event that property value has changed for provided property name .
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def walk_level ( path , level = 1 ) : if level is None : level = float ( 'inf' ) path = expand_path ( path ) if os . path . isdir ( path ) : root_level = path . count ( os . path . sep ) for root , dirs , files in os . walk ( path ) : yield root , dirs , files if root . count ( os . path . sep ) >= root_level + level :...
Like os . walk but takes level kwarg that indicates how deep the recursion will go .
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def get_stat ( full_path ) : status = { } status [ 'size' ] = os . path . getsize ( full_path ) status [ 'accessed' ] = datetime . datetime . fromtimestamp ( os . path . getatime ( full_path ) ) status [ 'modified' ] = datetime . datetime . fromtimestamp ( os . path . getmtime ( full_path ) ) status [ 'changed_any' ] =...
Use python builtin equivalents to unix stat command and return dict containing stat data about a file
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def split ( config , dirname = 'split' , force = False ) : config = Config ( config ) filenames = config . getFilenames ( ) #healpix = filenames['pix'].compressed() # Check that things are ok basedir , basename = os . path . split ( config [ 'mask' ] [ 'dirname' ] ) #if basename == dirname: # msg = "Input and output di...
Take a pre - existing maglim map and divide it into chunks consistent with the catalog pixels .
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def run ( self , field = None , simple = False , force = False ) : if field is None : fields = [ 1 , 2 ] else : fields = [ field ] for filenames in self . filenames . compress ( ~ self . filenames . mask [ 'catalog' ] ) . data : infile = filenames [ 'catalog' ] for f in fields : outfile = filenames [ 'mask_%i' % f ] if...
Loop through pixels containing catalog objects and calculate the magnitude limit . This gets a bit convoluted due to all the different pixel resolutions ...
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def get_variable_set ( self , variable_set , data ) : if data . get ( 'dynamic_layers' ) : variable_set = [ ] # TODO elif data . get ( 'layers' ) : op , layer_ids = data [ 'layers' ] . split ( ':' , 1 ) op = op . lower ( ) layer_ids = [ int ( x ) for x in layer_ids . split ( ',' ) ] if op in ( 'show' , 'include' ) : va...
Filters the given variable set based on request parameters
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def apply_time_to_configurations ( self , configurations , data ) : time_value = None if data . get ( 'time' ) : time_value = data [ 'time' ] # Only single time values are supported. For extents, just grab the first value if isinstance ( data [ 'time' ] , ( tuple , list ) ) : time_value = time_value [ 0 ] if time_value...
Applies the correct time index to configurations
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def _get_form_defaults ( self ) : return { 'response_format' : 'html' , 'bbox' : self . service . full_extent , 'size' : '400,400' , 'dpi' : 200 , 'image_projection' : pyproj . Proj ( str ( self . service . projection ) ) , 'bbox_projection' : pyproj . Proj ( str ( self . service . projection ) ) , 'image_format' : 'pn...
Returns default values for the get image form
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def get_render_configurations ( self , request , * * kwargs ) : data = self . process_form_data ( self . _get_form_defaults ( ) , kwargs ) variable_set = self . get_variable_set ( self . service . variable_set . order_by ( 'index' ) , data ) base_config = ImageConfiguration ( extent = data [ 'bbox' ] , size = data [ 's...
Render image interface
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def _get_form_defaults ( self ) : return { 'response_format' : 'html' , 'geometry_type' : 'esriGeometryPoint' , 'projection' : pyproj . Proj ( str ( self . service . projection ) ) , 'return_geometry' : True , 'maximum_allowable_offset' : 2 , 'geometry_precision' : 3 , 'return_z' : False , 'return_m' : False }
Returns default values for the identify form
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def get_terms ( self , name , revision = None ) : url = '{}terms/{}' . format ( self . url , name ) if revision : url = '{}?revision={}' . format ( url , revision ) json = make_request ( url , timeout = self . timeout , client = self . _client ) try : # This is always a list of one element. data = json [ 0 ] return Ter...
Retrieve a specific term and condition .
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def open_dataset ( self , service ) : if not self . dataset : path = os . path . join ( SERVICE_DATA_ROOT , service . data_path ) self . dataset = netCDF4 . Dataset ( path , 'r' ) return self . dataset
Opens and returns the NetCDF dataset associated with a service or returns a previously - opened dataset
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def _normalize_bbox ( self , bbox , size ) : bbox_ratio = float ( bbox . width ) / float ( bbox . height ) size_ratio = float ( size [ 0 ] ) / float ( size [ 1 ] ) if round ( size_ratio , 4 ) == round ( bbox_ratio , 4 ) : return bbox else : if bbox . height * size_ratio >= bbox . width : diff = bbox . height * size_rat...
Returns this bbox normalized to match the ratio of the given size .
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def create_response ( self , request , image , content_type ) : return HttpResponse ( content = image , content_type = content_type )
Returns a response object for the given image . Can be overridden to return different responses .
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def create_response ( self , request , content , content_type ) : return HttpResponse ( content = content , content_type = content_type )
Returns a response object for the request . Can be overridden to return different responses .
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def process_temporary_file ( self , tmp_file ) : #Truncate filename if necessary if len ( tmp_file . filename ) > 100 : base_filename = tmp_file . filename [ : tmp_file . filename . rfind ( "." ) ] tmp_file . filename = "%s.%s" % ( base_filename [ : 99 - len ( tmp_file . extension ) ] , tmp_file . extension ) tmp_file ...
Truncates the filename if necessary saves the model and returns a response
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def createLabels2D ( self ) : logger . debug ( " Creating 2D labels..." ) self . zmax = np . argmax ( self . values , axis = 1 ) self . vmax = self . values [ np . arange ( len ( self . pixels ) , dtype = int ) , self . zmax ] kwargs = dict ( pixels = self . pixels , values = self . vmax , nside = self . nside , thresh...
2D labeling at zmax
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def process_csv ( f ) : reader = unicodecsv . DictReader ( f , encoding = _ENCODING ) for row in reader : month , year = parse_month_year ( row [ 'Return Month' ] ) yield OrderedDict ( [ ( 'customer_name' , row [ 'CustomerName' ] ) , ( 'supplier_name' , row [ 'SupplierName' ] ) , ( 'month' , month ) , ( 'year' , year )...
Take a file - like object and yield OrderedDicts to be inserted into raw spending database .
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def try_number ( value ) : for cast_function in [ int , float ] : try : return cast_function ( value ) except ValueError : pass raise ValueError ( "Unable to use value as int or float: {0!r}" . format ( value ) )
Attempt to cast the string value to an int and failing that a float failing that raise a ValueError .
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def convert_durations ( metric ) : if metric [ 0 ] == 'avgSessionDuration' and metric [ 1 ] : new_metric = ( metric [ 0 ] , metric [ 1 ] * 1000 ) else : new_metric = metric return new_metric
Convert session duration metrics from seconds to milliseconds .
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def to_datetime ( date_key ) : match = re . search ( r'\d{4}-\d{2}(-\d{2})?' , date_key ) formatter = '%Y-%m' if len ( match . group ( ) ) == 10 : formatter += '-%d' return datetime . strptime ( match . group ( ) , formatter ) . replace ( tzinfo = pytz . UTC )
Extract the first date from key matching YYYY - MM - DD or YYYY - MM and convert to datetime .
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def float_to_decimal ( f ) : n , d = f . as_integer_ratio ( ) numerator , denominator = Decimal ( n ) , Decimal ( d ) return DECIMAL_CONTEXT . divide ( numerator , denominator )
Convert a float to a 38 - precision Decimal
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def is_dynamo_value ( value ) : if not isinstance ( value , dict ) or len ( value ) != 1 : return False subkey = six . next ( six . iterkeys ( value ) ) return subkey in TYPES_REV
Returns True if the value is a Dynamo - formatted value
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def encode_set ( dynamizer , value ) : inner_value = next ( iter ( value ) ) inner_type = dynamizer . raw_encode ( inner_value ) [ 0 ] return inner_type + 'S' , [ dynamizer . raw_encode ( v ) [ 1 ] for v in value ]
Encode a set for the DynamoDB format
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def encode_list ( dynamizer , value ) : encoded_list = [ ] dict ( map ( dynamizer . raw_encode , value ) ) for v in value : encoded_type , encoded_value = dynamizer . raw_encode ( v ) encoded_list . append ( { encoded_type : encoded_value , } ) return 'L' , encoded_list
Encode a list for the DynamoDB format
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def encode_dict ( dynamizer , value ) : encoded_dict = { } for k , v in six . iteritems ( value ) : encoded_type , encoded_value = dynamizer . raw_encode ( v ) encoded_dict [ k ] = { encoded_type : encoded_value , } return 'M' , encoded_dict
Encode a dict for the DynamoDB format
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def raw_encode ( self , value ) : if type ( value ) in self . encoders : encoder = self . encoders [ type ( value ) ] return encoder ( self , value ) raise ValueError ( "No encoder for value '%s' of type '%s'" % ( value , type ( value ) ) )
Run the encoder on a value
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def encode_keys ( self , keys ) : return dict ( ( ( k , self . encode ( v ) ) for k , v in six . iteritems ( keys ) if not is_null ( v ) ) )
Run the encoder on a dict of values
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def maybe_encode_keys ( self , keys ) : ret = { } for k , v in six . iteritems ( keys ) : if is_dynamo_value ( v ) : return keys elif not is_null ( v ) : ret [ k ] = self . encode ( v ) return ret
Same as encode_keys but a no - op if already in Dynamo format
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def decode_keys ( self , keys ) : return dict ( ( ( k , self . decode ( v ) ) for k , v in six . iteritems ( keys ) ) )
Run the decoder on a dict of values
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def decode ( self , dynamo_value ) : type , value = next ( six . iteritems ( dynamo_value ) ) if type == STRING : return value elif type == BINARY : return Binary ( value ) elif type == NUMBER : return Decimal ( value ) elif type == STRING_SET : return set ( value ) elif type == BINARY_SET : return set ( ( Binary ( v )...
Decode a dynamo value into a python value
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