WTOAAM/dataAnalysisBehavior/behavior/analystExcludeRatedPower.py

from .analyst import Analyst
import os
import pandas as pd
import numpy as np
from utils.directoryUtil import DirectoryUtil as dir
from algorithmContract.confBusiness import *


class AnalystExcludeRatedPower(Analyst):
    def filterCommon(self,dataFrame:pd.DataFrame, confData:ConfBusiness):
        dataFrame=super().filterCommon(dataFrame,confData)

        if not self.common.isNone(confData.field_power) and self.node_active_power_max in confData.filter and not self.common.isNone(confData.filter[self.node_active_power_max]) \
                and not self.common.isNone(confData.field_pitch_angle1) and self.node_angle_pitch_min in confData.filter and not self.common.isNone(confData.filter[self.node_angle_pitch_min]):
            activePowerMax = float(confData.filter[self.node_active_power_max])
            anglePitchMin = float(confData.filter[self.node_angle_pitch_min])

            dataFrame = dataFrame[~((dataFrame[confData.field_power] >= activePowerMax*0.9) & (
                dataFrame[confData.field_power] <= activePowerMax*1.2))]
        
        return dataFrame