a Df%@sddlZddlZddlmZddlmZmZddlm Z m Z m Z m Z ddl mZddlmZmZmZGdd d eZGd d d eZGd d d eZdS)N) bothmethod)Dataset Operation)datetime_types dt_to_intisfinite max_range)Image)PlotSizeRangeXRangeXYc@s"eZdZdZejdddZdZdS)LinkableOperationzE Abstract baseclass for operations supporting linked inputs. Tag By default, the link_inputs parameter is set to True so that when applying an operation, backends that support linked streams update RangeXY streams on the inputs of the operation. Disable when you do not want the resulting plot to be interactive, e.g. when trying to display an interactive plot a second time.defaultdocN)__name__ __module__ __qualname____doc__paramBooleanZ link_inputsZ_allow_extra_keywordsrri/nfs/NAS7/SABIOD/METHODE/ermites/ermites_venv/lib/python3.9/site-packages/holoviews/operation/resample.pyr src@seZdZdZejdddZejddddZej dd dZ ej e e geefd d Zejd d dZejd ddZej dddddZdS)ResampleOperation1D6 Abstract baseclass for resampling operations T. Enables dynamic processing by default.rNrzY The x_range as a tuple of min and max x-value. Auto-ranges if set to None.rlengthrzK Specifies the smallest allowed sampling interval along the x axis.~ List or dictionary of streams that are applied if dynamic=True, allowing for dynamic interaction with the plot.rclass_riz0 The width of the output image in pixels.z1 The height of the output image in pixels.)rN)FFa Pixel ratio applied to the height and width. Useful for higher resolution screens where the PlotSize stream reports 'nominal' dimensions in pixels that do not match the physical pixels. For instance, setting pixel_ratio=2 can give better results on Retina displays. Also useful for using lower resolution for speed. If not set explicitly, the zoom level of the browsers will be used, if available.)rboundsZinclusive_boundsr)rrrrrrdynamicTuplex_rangeNumber x_sampling ClassSelectorr r dictliststreamsZIntegerwidthheight pixel_ratiorrrrrsrcseZdZdZejdddZejdddZejdddd Z ej dd dZ ej e d d Zej eegeefd dZej e fddeddZejdddZgZefddZdddZddZddZZS)ResampleOperation2DrTrra Whether the x_range and y_range should be allowed to expand beyond the extent of the data. Setting this value to True is useful for the case where you want to ensure a certain size of output grid, e.g. if you are doing masking or other arithmetic on the grids. A value of False ensures that the grid is only just as large as it needs to be to contain the data, which will be faster and use less memory if the resulting aggregate is being overlaid on a much larger background.Nrz^ The y-axis range as a tuple of min and max y value. Auto-ranges if set to None.rzK Specifies the smallest allowed sampling interval along the y axis.zd A target Dataset which defines the desired x_range, y_range, width and height. )r!rrr FzF The type of the returned Elements, must be a 2D Dataset type.)r!Z instantiateZ is_instancerra] Whether to apply precomputing operations. Precomputing can speed up resampling operations by avoiding unnecessary recomputation if the supplied element does not change between calls. The cost of enabling this option is that the memory used to represent this internal state is not freed between calls.c s2fdd|D}tjfi|}i|_|S)Ncs i|]\}}|jvr||qSr)r).0kv self_or_clsrr rz0ResampleOperation2D.instance..)itemssuperinstanceZ _precomputed)r4paramsfilteredinst __class__r3rr9pszResampleOperation2D.instancec s|jj}t|ts |dur |g}t|ts8|dur8|g}|rx|j\}}} } || f|| f} } |jdddj\} }n|dur|jjpd} n|jj s|jjs|jjrt dd|jjDr|jj} nt fdd|D} nV|jj\}} t fd d|D\}}t t ||g|gt t | |g|gf} |dur^|dkr^|jjpZ|pZd} n|jj sr|jjs|jjrt d d|jjDr|jj} n&|durt fd d|D} n|} nj|jj\}} |durt fd d|D\}}n|\}}t t ||g|gt t | |g|gf} |jj|jj}} | | \}}\}}d }t|tspt|trztdnrt|tst|trt|dt|d}}d}n>t |st |sd\}}|r|dtvrd}d }t|tst|trtdnrt|ts*t|trFt|dt|d}}d}n>t |st |sd\}}|r|dtvrd}||}||}|jjrtt||jj|g}|jjrtt||jj| g} ||ks|dkrd\}}n t||}||ks| dkr d\}} n t|| }t ||d||d|t ||d||d| }}|}t||}t| |} ||f||ff||f|| f||ffS)NrF)Zflat)gg?css|]}t|VqdSNrr0r2rrr r6z4ResampleOperation2D._get_sampling..csg|]}|qSrranger0Zxdelementrr r6z5ResampleOperation2D._get_sampling..csg|]}|qSrrCrErFrrrHr6css|]}t|VqdSr?r@rArrrrBr6csg|]}|qSrrCr0ZydrFrrrHr6csg|]}|qSrrCrIrFrrrHr6numericz!Categorical data is not supportednsdatetime)rrrg@)ptarget isinstancer*r"ZlbrtZdimension_valuesshaper%expandallr npZnanminZnanmaxy_ranger,r-str ValueErrorrrrZget_dimension_typer'intmin y_samplingfloatZlinspace_get_pixel_ratio) selfrGxyndimrrNZx0Zy0x1y1r%rTr-r,Zex0Zex1Zey0Zey1xstartxendystartyendxtypeytypeZxspanZyspanZxunitZyunitxsysr.rrFr _get_samplingws  "              z!ResampleOperation2D._get_samplingcCsJ|jjdur>ddlm}|jr8t|jjttfr8|jjSdSn|jjSdS)Nr)state) rMr.ZpanelrkZ browser_inforOZdevice_pixel_ratiorWrZ)r\rkrrrr[s   z$ResampleOperation2D._get_pixel_ratioc Cs~||\}}\} } |dkrs  $