σ ΞYc@@s dZddlmZddlZddlZddlmZddl m Z ddl m Z m Z mZmZmZmZmZddlmZmZd e fd „ƒYZd efd „ƒYZd efd„ƒYZdefd„ƒYZdefd„ƒYZdS(s™ Properties for modeling Chart inputs, constraints, and dependencies. selection spec: [['x'], ['x', 'y']] [{'x': categorical, 'y': numerical}] i(tabsolute_importN(tHasProps(tPrimitiveProperty(tArraytbokeh_integer_typestBooltEithertInttListtStringi(tspecial_columnsttitle_from_columnstColumncB@s)eZdZd„Zd„Zd„ZRS(sλRepresents column-oriented data. This property is used to provide a consistent interface for column-like data. The property both validates the data types set, and transforms all column-like data into `pd.Series` data. cC@sOtt|ƒj|ƒ}t|tjƒpNt|tjƒpNt|tƒpN|S(N(tsuperR t_is_seqt isinstancetpdtSeriestIndextlist(tselftvaluetis_array((s2lib/python2.7/site-packages/bkcharts/properties.pyRs$cC@s tj|ƒS(N(RR(RR((s2lib/python2.7/site-packages/bkcharts/properties.pyt _new_instancescC@s‘|dkrdSt|tjƒr.|j}ntj|ƒj}tt|ƒj|ƒ}ytj|ƒSWn!tk rŒtd|ƒ‚nXdS(NsCould not transform %r( tNoneRRRtvaluesR R t transformt ValueError(RRtarrt trans_array((s2lib/python2.7/site-packages/bkcharts/properties.pyR"s   (t__name__t __module__t__doc__RRR(((s2lib/python2.7/site-packages/bkcharts/properties.pyR s  tLogicalcB@seZdZd„ZRS(scA boolean like data type. This property is valid for both python and numpy boolean types. cC@sytt|ƒj|ƒWn|tk r˜t|tƒrKtj|ƒ}nt|tjƒr™tj |ƒ}t |ƒdkr‚dStd|ƒ‚q™nXdS(Nis5expected a Bool or array with 2 unique values, got %s( R R!tvalidateRRRtnptarraytndarraytuniquetlen(RRR((s2lib/python2.7/site-packages/bkcharts/properties.pyR"8s (RRR R"(((s2lib/python2.7/site-packages/bkcharts/properties.pyR!3st ColumnLabelcB@s2eZdZdddd„Zd„Zd„ZRS(s"Specify a column by name or index.cC@s;ttf}||_tt|ƒjd|d||ŒdS(Ntdefaultthelp(R RtcolumnsR R(t__init__(RR+R)R*ttypes((s2lib/python2.7/site-packages/bkcharts/properties.pyR,Ks  cC@s‘tt|ƒj|ƒ|jrt|ƒtkrYt|jƒ|krJdStdƒ‚q||jkr|tkrtd|jƒ‚qndS(sKIf we are given a column list, make sure that the column provided is valid.NsNot a valid column selection.s7Column provided is not in the list of valid columns: %s( R R(R"R+ttypeRR'RR (RR((s2lib/python2.7/site-packages/bkcharts/properties.pyR"Qs cC@sdS(NsColumn Name or Column String((R((s2lib/python2.7/site-packages/bkcharts/properties.pyt__str___sN(RRR RR,R"R/(((s2lib/python2.7/site-packages/bkcharts/properties.pyR(Hs t DimensioncB@seZdZeƒZeeeeƒdd ƒZee ee ƒdd ƒZ ee ee ƒdd ƒZ ee ee ƒdd ƒZ ee ee ƒdd ƒZd„Zd„Zed„ƒZd„Zd„Zed„ƒZed„ƒZed „ƒZed „ƒZed „ƒZRS( sΚConfigures valid Chart column selections. A dimension is Chart property that is assigned one or more columns names or indices. Each column can match one or more column types, which are important to charts, because the type of column selection can greatly affect the behavior of generalized Charts. The Dimension also provides convenient utilities for accessing information about the current provided configuration at the global, non-grouped level. The dimension configuration does not require the data, but when the data is added using the `set_data` method, then validation can occur of the settings by using the `valid` and `invalid` types identified by the selection. R)cK@s<||ds  4 s