Q/Ph VdZddlmZmZddlmZddlmZddl m Z ddl m Z m Z mZddlmZmZdeed efd Ze d ed edeed ed ef dZe d eded edeed ef dZe d edededeed ef dZdS)z2Plotting functions for the missing values diagrams)AnyList)pyplot)Settings)manage_matplotlib_context) missing_barmissing_heatmapmissing_matrix) hex_to_rgbplot_360_n0sc0pecolumnsreturnctd|D}t|dkrd}nBdt|cxkrdkrnnd}n"dt|cxkrdkrnnd}nd}|td d |z z}|S) zCalculate font size based on number of columns Args: columns: List of column names. Returns: Font size for missing values plots. c34K|]}t|VdS)N)len).0labels e/var/www/html/test/jupyter/venv/lib/python3.11/site-packages/ydata_profiling/visualisation/missing.py z get_font_size..s(;;%3u::;;;;;;g*@(g(@<g$@g @g?g4@)maxrmin)r max_label_length font_sizes r get_font_sizers;;7;;;;; 7||b s7|| b  s7|| b    S$!11222I rconfignotnullnrowsc t|||dt|dz dzt|jjjd|jjjtj dddd t|S) a0Generate missing values matrix plot Args: config: report Settings object notnull: Missing data indicator matrix. columns: List of column names. nrows: Number of rows in the dataframe. Returns: The resulting missing values matrix encoded as a string. ) rr)r heightr figsizefontsizecolorlabels皙??gffffff?皙?leftrighttopbottom) r rr htmlstyleprimary_colorsplotmissing force_labelspltsubplots_adjustr )rr r r!s rplot_missing_matrixr;(s w''",r1*9!<=={"/SSAAAA F # ##rnotnull_countsc pt||dt|t|jjjd|jjjtj D]}| dtj dddd t|S) a=Generate missing values bar plot. Args: config: report Settings object notnull_counts: Number of nonnull values per column. nrows: Number of rows in the dataframe. columns: List of column names. Returns: The resulting missing values bar plot encoded as a string. )r#r)r<r!r'r(r)r*Fr+r,皙?333333?r.)rrr r3r4r5r6r7r8r9gcfget_axesgridr:r )rr<r!r ax0s rplot_missing_barrEEs%w''*9!<=={"/ wyy!!## SSAAAA F # ##rcorr_matmaskcd}t|dkr%|tt|dz dz z }t|d}t|}t|dkr|dz}t ||d|f||jjj|jjjt|dkrtj dddd ntj d dd d t|S) a!Generate missing values heatmap plot. Args: config: report Settings object corr_mat: Correlation matrix. maks: Upper-triangle mask. columns: List of column names. Returns: The resulting missing values heatmap plot encoded as a string. r$r#r>rgffffff?)rFrGr'r(cmapr*r+r,r@r.r-r?) rintrrr r6r7rIr8r9r:r )rrFrGr r&rs rplot_missing_heatmaprKcs F 7||b#s7||b(A-... __Fg&&I 7||bS  V  [ %{"/  7||b CSEEEEE CSEEEE F # ##rN)__doc__typingrr matplotlibrr9ydata_profiling.configr%ydata_profiling.visualisation.contextr"ydata_profiling.visualisation.plotrr r #ydata_profiling.visualisation.utilsr r strfloatrrJr;listrErKrrrWs88$$$$$$++++++KKKKKK MLLLLLLL490$ $"$-1#Y$?B$$$$$8$ $&*$36$AEc$$$$$:&$ &$ #&$+.&$9=c&$&$&$&$&$&$&$r