""" file_name: config_raw_feature project_name: DBM created: 2020-20-07 """ import yaml from dbm_lib import DBMLIB_FEATURE_CONFIG class ConfigRawReader(object): """Summary Read sevice end ponit """ def __init__(self, feature_config_yml=None): """Summary Args: feature_config_yml (None, optional): yml file defined service configuration """ if feature_config_yml is None: feature_config = DBMLIB_FEATURE_CONFIG else: feature_config = feature_config_yml with open(feature_config, 'r') as ymlfile: config = yaml.load(ymlfile) #Verbal features self.base_raw = config self.err_reason = config['raw_feature']['error_reason'] #Output range self.mov_headvel_start = config['raw_feature']['mov_headvel_start'] self.mov_headvel_end = config['raw_feature']['mov_headvel_end'] #Acoustic variable self.aco_int = config['raw_feature']['aco_int'] self.aco_ff = config['raw_feature']['aco_ff'] self.aco_voiceLabel = config['raw_feature']['aco_voiceLabel'] self.aco_hnr = config['raw_feature']['aco_hnr'] self.aco_gne = config['raw_feature']['aco_gne'] self.aco_fm1 = config['raw_feature']['aco_fm1'] self.aco_fm2 = config['raw_feature']['aco_fm2'] self.aco_fm3 = config['raw_feature']['aco_fm3'] self.aco_fm4 = config['raw_feature']['aco_fm4'] self.aco_jitter = config['raw_feature']['aco_jitter'] self.aco_shimmer = config['raw_feature']['aco_shimmer'] self.aco_mfcc1 = config['raw_feature']['aco_mfcc1'] self.aco_mfcc2 = config['raw_feature']['aco_mfcc2'] self.aco_mfcc3 = config['raw_feature']['aco_mfcc3'] self.aco_mfcc4 = config['raw_feature']['aco_mfcc4'] self.aco_mfcc5 = config['raw_feature']['aco_mfcc5'] self.aco_mfcc6 = config['raw_feature']['aco_mfcc6'] self.aco_mfcc7 = config['raw_feature']['aco_mfcc7'] self.aco_mfcc8 = config['raw_feature']['aco_mfcc8'] self.aco_mfcc9 = config['raw_feature']['aco_mfcc9'] self.aco_mfcc10 = config['raw_feature']['aco_mfcc10'] self.aco_mfcc11 = config['raw_feature']['aco_mfcc11'] self.aco_mfcc12 = config['raw_feature']['aco_mfcc12'] self.aco_voiceFrame = config['raw_feature']['aco_voiceFrame'] self.aco_totVoiceFrame = config['raw_feature']['aco_totVoiceFrame'] self.aco_voicePct = config['raw_feature']['aco_voicePct'] self.aco_pausetime = config['raw_feature']['aco_pausetime'] self.aco_totaltime = config['raw_feature']['aco_totaltime'] self.aco_speakingtime = config['raw_feature']['aco_speakingtime'] self.aco_numpauses = config['raw_feature']['aco_numpauses'] self.aco_pausefrac = config['raw_feature']['aco_pausefrac'] #Facial Action Unit (for consistency) self.fac_AU01int = config['raw_feature']['fac_AU01int'] self.fac_AU02int = config['raw_feature']['fac_AU02int'] self.fac_AU04int = config['raw_feature']['fac_AU04int'] self.fac_AU05int = config['raw_feature']['fac_AU05int'] self.fac_AU06int = config['raw_feature']['fac_AU06int'] self.fac_AU07int = config['raw_feature']['fac_AU07int'] self.fac_AU09int = config['raw_feature']['fac_AU09int'] self.fac_AU10int = config['raw_feature']['fac_AU10int'] self.fac_AU12int = config['raw_feature']['fac_AU12int'] self.fac_AU14int = config['raw_feature']['fac_AU14int'] self.fac_AU15int = config['raw_feature']['fac_AU15int'] self.fac_AU17int = config['raw_feature']['fac_AU17int'] self.fac_AU20int = config['raw_feature']['fac_AU20int'] self.fac_AU23int = config['raw_feature']['fac_AU23int'] self.fac_AU25int = config['raw_feature']['fac_AU25int'] self.fac_AU26int = config['raw_feature']['fac_AU26int'] self.fac_AU45int = config['raw_feature']['fac_AU45int'] self.fac_AU01pres = config['raw_feature']['fac_AU01pres'] self.fac_AU02pres = config['raw_feature']['fac_AU02pres'] self.fac_AU04pres = config['raw_feature']['fac_AU04pres'] self.fac_AU05pres = config['raw_feature']['fac_AU05pres'] self.fac_AU06pres = config['raw_feature']['fac_AU06pres'] self.fac_AU07pres = config['raw_feature']['fac_AU07pres'] self.fac_AU09pres = config['raw_feature']['fac_AU09pres'] self.fac_AU10pres = config['raw_feature']['fac_AU10pres'] self.fac_AU12pres = config['raw_feature']['fac_AU12pres'] self.fac_AU14pres = config['raw_feature']['fac_AU14pres'] self.fac_AU15pres = config['raw_feature']['fac_AU15pres'] self.fac_AU17pres = config['raw_feature']['fac_AU17pres'] self.fac_AU20pres = config['raw_feature']['fac_AU20pres'] self.fac_AU23pres = config['raw_feature']['fac_AU23pres'] self.fac_AU25pres = config['raw_feature']['fac_AU25pres'] self.fac_AU26pres = config['raw_feature']['fac_AU26pres'] self.fac_AU28pres = config['raw_feature']['fac_AU28pres'] self.fac_AU45pres = config['raw_feature']['fac_AU45pres'] #Facial Landmarks (for consistency) self.fac_LMK00disp = config['raw_feature']['fac_LMK00disp'] self.fac_LMK01disp = config['raw_feature']['fac_LMK01disp'] self.fac_LMK02disp = config['raw_feature']['fac_LMK02disp'] self.fac_LMK03disp = config['raw_feature']['fac_LMK03disp'] self.fac_LMK04disp = config['raw_feature']['fac_LMK04disp'] self.fac_LMK05disp = config['raw_feature']['fac_LMK05disp'] self.fac_LMK06disp = config['raw_feature']['fac_LMK06disp'] self.fac_LMK07disp = config['raw_feature']['fac_LMK07disp'] self.fac_LMK08disp = config['raw_feature']['fac_LMK08disp'] self.fac_LMK09disp = config['raw_feature']['fac_LMK09disp'] self.fac_LMK10disp = config['raw_feature']['fac_LMK10disp'] self.fac_LMK11disp = config['raw_feature']['fac_LMK11disp'] self.fac_LMK12disp = config['raw_feature']['fac_LMK12disp'] self.fac_LMK13disp = config['raw_feature']['fac_LMK13disp'] self.fac_LMK14disp = config['raw_feature']['fac_LMK14disp'] self.fac_LMK15disp = config['raw_feature']['fac_LMK15disp'] self.fac_LMK16disp = config['raw_feature']['fac_LMK16disp'] self.fac_LMK17disp = config['raw_feature']['fac_LMK17disp'] self.fac_LMK18disp = config['raw_feature']['fac_LMK18disp'] self.fac_LMK19disp = config['raw_feature']['fac_LMK19disp'] self.fac_LMK20disp = config['raw_feature']['fac_LMK20disp'] self.fac_LMK21disp = config['raw_feature']['fac_LMK21disp'] self.fac_LMK22disp = config['raw_feature']['fac_LMK22disp'] self.fac_LMK23disp = config['raw_feature']['fac_LMK23disp'] self.fac_LMK24disp = config['raw_feature']['fac_LMK24disp'] self.fac_LMK25disp = config['raw_feature']['fac_LMK25disp'] self.fac_LMK26disp = config['raw_feature']['fac_LMK26disp'] self.fac_LMK27disp = config['raw_feature']['fac_LMK27disp'] self.fac_LMK28disp = config['raw_feature']['fac_LMK28disp'] self.fac_LMK29disp = config['raw_feature']['fac_LMK29disp'] self.fac_LMK30disp = config['raw_feature']['fac_LMK30disp'] self.fac_LMK31disp = config['raw_feature']['fac_LMK31disp'] self.fac_LMK32disp = config['raw_feature']['fac_LMK32disp'] self.fac_LMK33disp = config['raw_feature']['fac_LMK33disp'] self.fac_LMK34disp = config['raw_feature']['fac_LMK34disp'] self.fac_LMK35disp = config['raw_feature']['fac_LMK35disp'] self.fac_LMK36disp = config['raw_feature']['fac_LMK36disp'] self.fac_LMK37disp = config['raw_feature']['fac_LMK37disp'] self.fac_LMK38disp = config['raw_feature']['fac_LMK38disp'] self.fac_LMK39disp = config['raw_feature']['fac_LMK39disp'] self.fac_LMK40disp = config['raw_feature']['fac_LMK40disp'] self.fac_LMK41disp = config['raw_feature']['fac_LMK41disp'] self.fac_LMK42disp = config['raw_feature']['fac_LMK42disp'] self.fac_LMK43disp = config['raw_feature']['fac_LMK43disp'] self.fac_LMK44disp = config['raw_feature']['fac_LMK44disp'] self.fac_LMK45disp = config['raw_feature']['fac_LMK45disp'] self.fac_LMK46disp = config['raw_feature']['fac_LMK46disp'] self.fac_LMK47disp = config['raw_feature']['fac_LMK47disp'] self.fac_LMK48disp = config['raw_feature']['fac_LMK48disp'] self.fac_LMK49disp = config['raw_feature']['fac_LMK49disp'] self.fac_LMK50disp = config['raw_feature']['fac_LMK50disp'] self.fac_LMK51disp = config['raw_feature']['fac_LMK51disp'] self.fac_LMK52disp = config['raw_feature']['fac_LMK52disp'] self.fac_LMK53disp = config['raw_feature']['fac_LMK53disp'] self.fac_LMK54disp = config['raw_feature']['fac_LMK54disp'] self.fac_LMK55disp = config['raw_feature']['fac_LMK55disp'] self.fac_LMK56disp = config['raw_feature']['fac_LMK56disp'] self.fac_LMK57disp = config['raw_feature']['fac_LMK57disp'] self.fac_LMK58disp = config['raw_feature']['fac_LMK58disp'] self.fac_LMK59disp = config['raw_feature']['fac_LMK59disp'] self.fac_LMK60disp = config['raw_feature']['fac_LMK60disp'] self.fac_LMK61disp = config['raw_feature']['fac_LMK61disp'] self.fac_LMK62disp = config['raw_feature']['fac_LMK62disp'] self.fac_LMK63disp = config['raw_feature']['fac_LMK63disp'] self.fac_LMK64disp = config['raw_feature']['fac_LMK64disp'] self.fac_LMK65disp = config['raw_feature']['fac_LMK65disp'] self.fac_LMK66disp = config['raw_feature']['fac_LMK66disp'] self.fac_LMK67disp = config['raw_feature']['fac_LMK67disp'] #Facial features self.hap_exp = config['raw_feature']['hap_exp'] self.sad_exp = config['raw_feature']['sad_exp'] self.sur_exp = config['raw_feature']['sur_exp'] self.fea_exp = config['raw_feature']['fea_exp'] self.ang_exp = config['raw_feature']['ang_exp'] self.dis_exp = config['raw_feature']['dis_exp'] self.con_exp = config['raw_feature']['con_exp'] self.happ_occ = config['raw_feature']['happ_occ'] self.sad_occ = config['raw_feature']['sad_occ'] self.sur_occ = config['raw_feature']['sur_occ'] self.fea_occ = config['raw_feature']['fea_occ'] self.ang_occ = config['raw_feature']['ang_occ'] self.dis_occ = config['raw_feature']['dis_occ'] self.con_occ = config['raw_feature']['con_occ'] self.pos_exp = config['raw_feature']['pos_exp'] self.neg_exp = config['raw_feature']['neg_exp'] self.neu_exp = config['raw_feature']['neu_exp'] self.cai_exp = config['raw_feature']['cai_exp'] self.com_exp = config['raw_feature']['com_exp'] self.hap_exp_full = config['raw_feature']['hap_exp_full'] self.sad_exp_full = config['raw_feature']['sad_exp_full'] self.sur_exp_full = config['raw_feature']['sur_exp_full'] self.fea_exp_full = config['raw_feature']['fea_exp_full'] self.ang_exp_full = config['raw_feature']['ang_exp_full'] self.dis_exp_full = config['raw_feature']['dis_exp_full'] self.con_exp_full = config['raw_feature']['con_exp_full'] self.pos_exp_full = config['raw_feature']['pos_exp_full'] self.neg_exp_full = config['raw_feature']['neg_exp_full'] self.neu_exp_full = config['raw_feature']['neu_exp_full'] self.cai_exp_full = config['raw_feature']['cai_exp_full'] self.com_exp_full = config['raw_feature']['com_exp_full'] self.fac_AsymMaskMouth = config['raw_feature']['fac_AsymMaskMouth'] self.fac_AsymMaskEye = config['raw_feature']['fac_AsymMaskEye'] self.fac_AsymMaskEyebrow = config['raw_feature']['fac_AsymMaskEyebrow'] self.fac_AsymMaskCom = config['raw_feature']['fac_AsymMaskCom'] #Movement features self.head_vel = config['raw_feature']['head_vel'] self.mov_blink_ear = config['raw_feature']['mov_blink_ear'] self.vid_dur = config['raw_feature']['vid_dur'] self.fps = config['raw_feature']['fps'] self.mov_blinkframes = config['raw_feature']['mov_blinkframes'] self.mov_blinkdur = config['raw_feature']['mov_blinkdur'] self.mov_Hpose_Pitch = config['raw_feature']['mov_Hpose_Pitch'] self.mov_Hpose_Yaw = config['raw_feature']['mov_Hpose_Yaw'] self.mov_Hpose_Roll = config['raw_feature']['mov_Hpose_Roll'] self.mov_Hpose_Dist = config['raw_feature']['mov_Hpose_Dist'] self.mov_freq_trem_freq = config['raw_feature']['mov_freq_trem_freq'] self.mov_freq_trem_index = config['raw_feature']['mov_freq_trem_index'] self.mov_freq_trem_pindex = config['raw_feature']['mov_freq_trem_pindex'] self.mov_amp_trem_freq = config['raw_feature']['mov_amp_trem_freq'] self.mov_amp_trem_index = config['raw_feature']['mov_amp_trem_index'] self.mov_amp_trem_pindex = config['raw_feature']['mov_amp_trem_pindex'] self.fac_tremor_median_5 = config['raw_feature']['fac_tremor_median_5'] self.fac_tremor_median_12 = config['raw_feature']['fac_tremor_median_12'] self.fac_tremor_median_8 = config['raw_feature']['fac_tremor_median_8'] self.fac_tremor_median_48 = config['raw_feature']['fac_tremor_median_48'] self.fac_tremor_median_54 = config['raw_feature']['fac_tremor_median_54'] self.fac_tremor_median_28 = config['raw_feature']['fac_tremor_median_28'] self.fac_tremor_median_51 = config['raw_feature']['fac_tremor_median_51'] self.fac_tremor_median_66 = config['raw_feature']['fac_tremor_median_66'] self.fac_tremor_median_57 = config['raw_feature']['fac_tremor_median_57'] self.mov_leye_x = config['raw_feature']['mov_leye_x'] self.mov_leye_y = config['raw_feature']['mov_leye_y'] self.mov_leye_z = config['raw_feature']['mov_leye_z'] self.mov_reye_x = config['raw_feature']['mov_reye_x'] self.mov_reye_y = config['raw_feature']['mov_reye_y'] self.mov_reye_z = config['raw_feature']['mov_reye_z'] self.mov_eleft_disp = config['raw_feature']['mov_eleft_disp'] self.mov_eright_disp = config['raw_feature']['mov_eright_disp'] #NLP features self.nlp_transcribe = config['raw_feature']['nlp_transcribe'] self.nlp_numSentences = config['raw_feature']['nlp_numSentences'] self.nlp_singPronPerAns = config['raw_feature']['nlp_singPronPerAns'] self.nlp_singPronPerSen = config['raw_feature']['nlp_singPronPerSen'] self.nlp_pastTensePerAns = config['raw_feature']['nlp_pastTensePerAns'] self.nlp_pastTensePerSen = config['raw_feature']['nlp_pastTensePerSen'] self.nlp_pronounsPerAns = config['raw_feature']['nlp_pronounsPerAns'] self.nlp_pronounsPerSen = config['raw_feature']['nlp_pronounsPerSen'] self.nlp_verbsPerAns = config['raw_feature']['nlp_verbsPerAns'] self.nlp_verbsPerSen = config['raw_feature']['nlp_verbsPerSen'] self.nlp_adjectivesPerAns = config['raw_feature']['nlp_adjectivesPerAns'] self.nlp_adjectivesPerSen = config['raw_feature']['nlp_adjectivesPerSen'] self.nlp_nounsPerAns = config['raw_feature']['nlp_nounsPerAns'] self.nlp_nounsPerSen = config['raw_feature']['nlp_nounsPerSen'] self.nlp_sentiment_mean = config['raw_feature']['nlp_sentiment_mean'] self.nlp_mattr = config['raw_feature']['nlp_mattr'] self.nlp_wordsPerMin = config['raw_feature']['nlp_wordsPerMin'] self.nlp_totalTime = config['raw_feature']['nlp_totalTime']