# -*- coding: utf-8 -*- # @Time : 2024/5/17 # @Author : 魏志亮 import datetime import pandas as pd from base.TranseParam import TranseParam from base.WindFarms import WindFarms from utils.conf.read_conf import read_yaml_file, read_param_from_config from utils.db.trans_mysql import get_exec_data, get_trans_conf from utils.log.trans_log import trans_print, logger, init_log def init_params() -> list[WindFarms]: df = get_exec_data() print(df) exec_subjects = list() path = r'D:\transdata\test\虹梯官风电场-山西-大唐\收资数据' changshang_name = '虹梯官风电场' # read_type = 'minute' read_type = 'second' batch_no = 'hongtiguan_' + str(datetime.datetime.now().strftime('%Y%m%d')) df = pd.DataFrame(columns=['batch_no', 'transfer_type', 'transfer_file_addr', 'field_code', 'field_name'], data=[ [batch_no, read_type, path, 'A', changshang_name]]) if df is None: trans_print("当前任务正在执行") if df.empty: trans_print("当前没有需要执行的任务") else: for batch_no, transfer_type, transfer_file_addr, field_code, field_name in zip(df['batch_no'], df['transfer_type'], df['transfer_file_addr'], df['field_code'], df['field_name']): init_log(batch_no, field_name, transfer_type) conf_df = get_trans_conf(field_name, transfer_type) if conf_df is None: trans_print(f"未找到{field_name}的{transfer_type}配置") continue conf = conf_df.iloc[0].to_dict() resolve_col_prefix = read_param_from_config(conf, 'resolve_col_prefix') wind_name_exec = read_param_from_config(conf, 'wind_name_exec', None) wind_full_name = read_param_from_config(conf, 'wind_full_name') is_vertical_table = read_param_from_config(conf, 'is_vertical_table', False) merge_columns = read_param_from_config(conf, 'merge_columns', False) vertical_cols = read_param_from_config(conf, 'vertical_read_cols', '').split(',') index_cols = read_param_from_config(conf, 'vertical_index_cols', '').split(',') vertical_key = read_param_from_config(conf, 'vertical_col_key') vertical_value = read_param_from_config(conf, 'vertical_col_value') need_valid_cols = not merge_columns cols_trans_all = dict() trans_cols = ['wind_turbine_number', 'time_stamp', 'active_power', 'rotor_speed', 'generator_speed', 'wind_velocity', 'pitch_angle_blade_1', 'pitch_angle_blade_2', 'pitch_angle_blade_3', 'cabin_position', 'true_wind_direction', 'yaw_error1', 'set_value_of_active_power', 'gearbox_oil_temperature', 'generatordrive_end_bearing_temperature', 'generatornon_drive_end_bearing_temperature', 'wind_turbine_status', 'wind_turbine_status2', 'cabin_temperature', 'twisted_cable_angle', 'front_back_vibration_of_the_cabin', 'side_to_side_vibration_of_the_cabin', 'actual_torque', 'given_torque', 'clockwise_yaw_count', 'counterclockwise_yaw_count', 'unusable', 'power_curve_available', 'required_gearbox_speed', 'inverter_speed_master_control', 'outside_cabin_temperature', 'main_bearing_temperature', 'gearbox_high_speed_shaft_bearing_temperature', 'gearboxmedium_speed_shaftbearing_temperature', 'gearbox_low_speed_shaft_bearing_temperature', 'generator_winding1_temperature', 'generator_winding2_temperature', 'generator_winding3_temperature', 'turbulence_intensity', 'param1', 'param2', 'param3', 'param4', 'param5', 'param6', 'param7', 'param8', 'param9', 'param10'] for col in trans_cols: cols_trans_all[col] = read_param_from_config(conf, col, '') trans_subject = WindFarms(field_name, batch_no=batch_no, field_code=field_code, wind_full_name=wind_full_name) params = TranseParam(read_type=transfer_type, read_path=transfer_file_addr, cols_tran=cols_trans_all, wind_name_exec=wind_name_exec, is_vertical_table=is_vertical_table, vertical_cols=vertical_cols, vertical_key=vertical_key, vertical_value=vertical_value, index_cols=index_cols, merge_columns=merge_columns, resolve_col_prefix=resolve_col_prefix, need_valid_cols=need_valid_cols) trans_subject.set_trans_param(params) exec_subjects.append(trans_subject) return exec_subjects if __name__ == '__main__': exec_subjects = init_params() for exec_subject in exec_subjects: try: exec_subject.run() except Exception as e: print(e) logger.exception(e)