a I!fd@s.ddlmZmZddlmZGdddZdS))ceilfloor)ContentEvaluatorc@sveZdZdZejZdZdZdZ e dddZ e dd d Z e dd d Z e ee fd dZe ddZe ddZdS)DynamicRewardServiceiLdg??FcCsP|dkrtdtj||tj|||d}tj||tj|||d}t|t|fS)Nrz%Multiplier cannot be greater than 1.0) multiplier ignore_reach) ValueErrorr%calculate_dynamic_compensation_amountMIN_CONTENT_SCOREMAX_CONTENT_SCORErr)min_compensationmax_compensationreachr r Ztailored_min_compensationZtailored_max_compensationrG/var/www/html/python-backend/backend/services/dynamic_reward_service.py&calculate_tailored_compensation_boundss z;DynamicRewardService.calculate_tailored_compensation_boundsNcCsN|dur d}t||||||}t|dd}|r@t|St|dSdS)Nr)rr round is_integerint)rr content_scorerr r compensation_amountrrr-calculate_rounded_dynamic_compensation_amountszBDynamicRewardService.calculate_rounded_dynamic_compensation_amountc Cs^t|}t|}|s$t||ntj||ddd}||||} | |9} t|t| |S)a Calculates the compensation amount based on the content score and reach. The compensation amount is a number between min_compensation and max_compensation. Args: min_compensation (float): The minimum compensation amount. max_compensation (float): The maximum compensation amount. content_score (float): The content score of the user. reach (int): The reach of the user. multiplier (float): The multiplier to apply to the compensation amount. ignore_reach (bool): Whether or not to ignore the reach in the calculation. Used for UGC content where reach is not applicable. Returns: float: The compensation amount. rr) reach_weightcontent_score_weight)rnormalize_content_scorenormalize_reachcalculate_combined_range_factormaxmin) rrrrr r Znormalized_content_scorenormalized_reachZcombined_range_factorrrrrr /s   "z:DynamicRewardService.calculate_dynamic_compensation_amountcCs||||dSNrr)rr#rrrrrr Lsz4DynamicRewardService.calculate_combined_range_factorcCst|tjddSr$)r"rMAX_REACH_THRESHOLD)rrrrrQsz$DynamicRewardService.normalize_reachcCs t|tjdtjtjdS)Nrr)r!rr r)rrrrrVsz,DynamicRewardService.normalize_content_score)rF)NF)rF)__name__ __module__ __qualname__r%rMINIMUM_SCORE_THRESHOLDr rZ REACH_WEIGHTZCONTENT_SCORE_WEIGHT staticmethodrrr r rrrrrrrs"    rN)mathrrcontent_evaluatorrrrrrrs