bcg5 |ddlmZejZejZejZejZdZdZy)) _catboostc"|j}t|tusJg}g}|jD]\}}t|tust|t usJt|t us$t|t ust|tusJt|tur-|D]'}t|t urt|t ur'Jn|g}t|r7t|dt|k(sJt|dt|usJ|j||j|t|rDt|dt urt|j|||St|j|||S)aS Parameters ---------- model : CatBoost / CatBoostClassifier / CatBoostRanker / CatBoostRegressor model features : must be a dict mapping strings (factor names) or integers (flat indexes) into floats NOTE: values in a dict can be lists of floats, but in this case they must all be the same size ) copytypedictitemsstrintfloatlistlenappend_carry_by_index_object_carry_by_name)modelfeatures factor_ids factor_values factor_id factor_valuevalues I/var/www/html/bid-api/venv/lib/python3.12/site-packages/catboost/carry.pycarryr sl JJLE >T !! !JM#+>>#3 <I#%iC)???L!U*d<.@C.G4P\K]aeKeee   %%E{e+tE{c/AAA&)>L } }Q'(C ,== == 1 &$y/9 99)$\*$4" :  1 # % EMM:} E L 5==*m D Lc|j}g}g}g}|jD]\}\}}t|tust|tusJt|t ust|tusJt|t ust|tusJt |rt|dt|usJ|j||jt ||jt |t |rFt|dturt|j||||St|j||||S)a; Parameters ---------- model : CatBoost / CatBoostClassifier / CatBoostRanker / CatBoostRegressor model NOTE: uplift allways use RawFormulaVal features : must be a dict mapping strings (factor names) or integers (flat indexes) into pairs of floats (base and next values) r) rr rr r r rr_uplift_by_namer_uplift_by_index)rrrfactor_base_valuesfactor_next_valuesrfactor_base_valuefactor_next_values rupliftr$1sE JJLEJ=E^^=M9 9%'8I#%iC)???%&%/48I3Jc3QQQ%&%/48I3Jc3QQQ z? 1 &$y/9 99)$!!%(9":;!!%(9":;>N :  1 # % EMM:7IK] ^ L U]]J8JL^ _ LrN)rrrrrrr$rrr's@++))--,,%P r