# -*- coding: utf-8 -*- # @Author: Owl # @Date: 2025/11/27 11:17 # @Description: 路口优化对比页面相关公共函数 from pypinyin import lazy_pinyin from app.eva_common import * def gen_compare_overview_res(eva_overview, comp_eva_overview): # comp_index 为优化前指标 main_flows_num = len(eva_overview['main_flow_src_desc'].split('、')) comp_main_flows_num = len(comp_eva_overview['main_flow_src_desc'].split('、')) high_stop_turns_num = sum([len(item.split('/')) for item in eva_overview['high_stop_turn_ratio_desc'].split('、')]) comp_high_stop_turns_num = sum([len(item.split('/')) for item in comp_eva_overview['high_stop_turn_ratio_desc'].split('、')]) overview = { 'stop_times': eva_overview['stop_times'], 'comp_stop_times': comp_eva_overview['stop_times'], 'stop_times_color': calc_index_color(eva_overview['stop_times'], comp_eva_overview['stop_times'], 'stop_times'), 'jam_index': eva_overview['jam_index'], 'comp_jam_index': comp_eva_overview['jam_index'], 'jam_index_color': calc_index_color(eva_overview['jam_index'], comp_eva_overview['jam_index'], 'jam_index'), 'high_park_percent': eva_overview['high_park_percent'].replace('%', ''), 'comp_high_park_percent': comp_eva_overview['high_park_percent'].replace('%', ''), 'high_park_percent_color': calc_index_color(float(eva_overview['high_park_percent'].replace('%', '')), float(comp_eva_overview['high_park_percent'].replace('%', '')), 'high_park_percent'), 'imbalance_index': eva_overview['imbalance_index'], 'comp_imbalance_index': comp_eva_overview['imbalance_index'], 'imbalance_index_color': calc_index_color(eva_overview['imbalance_index'], comp_eva_overview['imbalance_index'], 'imbalance_index'), 'speed': eva_overview['speed'], 'comp_speed': comp_eva_overview['speed'], 'speed_color': calc_index_color(eva_overview['speed'], comp_eva_overview['speed'], 'speed'), 'move_speed': eva_overview['move_speed'], 'comp_move_speed': comp_eva_overview['move_speed'], 'move_speed_color': calc_index_color(eva_overview['move_speed'], comp_eva_overview['move_speed'], 'move_speed'), 'delay_time': eva_overview['delay_time'], 'comp_delay_time': comp_eva_overview['delay_time'], 'delay_time_color': calc_index_color(eva_overview['delay_time'], comp_eva_overview['delay_time'], 'delay_time'), 'park_time': eva_overview['park_time'], 'comp_park_time': comp_eva_overview['park_time'], 'park_time_color': calc_index_color(eva_overview['park_time'], comp_eva_overview['park_time'], 'park_time'), 'service_level': eva_overview['service_level'], 'comp_service_level': comp_eva_overview['service_level'], 'main_flow_nums': main_flows_num, 'comp_main_flow_nums': comp_main_flows_num, 'high_stop_turns_num': high_stop_turns_num, 'comp_high_stop_turns_num': comp_high_stop_turns_num } return overview def calc_index_color(index, comp_index, key): color = 0 if key not in ('speed', 'move_speed'): rate = 0 if (comp_index in (0, '-') or index == '-') else round((index - comp_index) / comp_index * 100, 2) if rate > 20: color = 1 elif rate < -20: color = 2 else: rate = 0 if (comp_index in (0, '-') or index == '-') else round((index - comp_index) / comp_index * 100, 2) if rate < -20: color = 1 elif rate > 20: color = 2 return color def parse_comp_inroad_delay_infos(inroad_delay_infos, comp_inroad_delay_infos): inroad_data_keys = inroad_delay_infos.keys() comp_inroad_data_keys = comp_inroad_delay_infos.keys() all_keys = inroad_data_keys | comp_inroad_data_keys res = {} for key in all_keys: comp_data = { 'item': '优化前', 'service_level': comp_inroad_delay_infos[key]['service_level'] if key in comp_inroad_data_keys else '-', 'stop_times': comp_inroad_delay_infos[key]['stop_times'] if key in comp_inroad_data_keys else '-', 'high_park_percent': comp_inroad_delay_infos[key]['high_park_percent'] if key in comp_inroad_data_keys else '-', 'imbalance_index': comp_inroad_delay_infos[key]['imbalance_index'] if key in comp_inroad_data_keys else '-', 'park_time': comp_inroad_delay_infos[key]['park_time'] if key in comp_inroad_data_keys else '-', 'delay_time': comp_inroad_delay_infos[key]['delay_time'] if key in comp_inroad_data_keys else '-', 'speed': comp_inroad_delay_infos[key]['speed'] if key in comp_inroad_data_keys else '-', 'move_speed': comp_inroad_delay_infos[key]['move_speed'] if key in comp_inroad_data_keys else '-' } item_data = { 'item': '优化后', 'service_level': inroad_delay_infos[key]['service_level'] if key in inroad_data_keys else '-', 'stop_times': inroad_delay_infos[key]['stop_times'] if key in inroad_data_keys else '-', 'high_park_percent': inroad_delay_infos[key]['high_park_percent'] if key in inroad_data_keys else '-', 'imbalance_index': inroad_delay_infos[key]['imbalance_index'] if key in inroad_data_keys else '-', 'park_time': inroad_delay_infos[key]['park_time'] if key in inroad_data_keys else '-', 'delay_time': inroad_delay_infos[key]['delay_time'] if key in inroad_data_keys else '-', 'speed': inroad_delay_infos[key]['speed'] if key in inroad_data_keys else '-', 'move_speed': inroad_delay_infos[key]['move_speed'] if key in inroad_data_keys else '-' } diff_data = { 'item': '变化量', 'service_level': '-' if item_data['service_level'] == '-' or comp_data['service_level'] == '-' else compare_level(item_data['service_level'], comp_data['service_level']), 'stop_times': '-' if item_data['stop_times'] == '-' or comp_data['stop_times'] == '-' else round(item_data['stop_times'] - comp_data['stop_times'], 2), 'high_park_percent': '-' if item_data['high_park_percent'] == '-' or comp_data['high_park_percent'] == '-' else round(float(item_data['high_park_percent'].replace('%', '')) - float(comp_data['high_park_percent'].replace('%', '')), 2), 'imbalance_index': '-' if item_data['imbalance_index'] == '-' or comp_data['imbalance_index'] == '-' else round(item_data['imbalance_index'] - comp_data['imbalance_index'], 2), 'park_time': '-' if item_data['park_time'] == '-' or comp_data['park_time'] == '-' else item_data['park_time'] - comp_data['park_time'], 'delay_time': '-' if item_data['delay_time'] == '-' or comp_data['delay_time'] == '-' else item_data['delay_time'] - comp_data['delay_time'], 'speed': '-' if item_data['speed'] == '-' or comp_data['speed'] == '-' else round(item_data['speed'] - comp_data['speed'], 2), 'move_speed': '-' if item_data['move_speed'] == '-' or comp_data['move_speed'] == '-' else round(item_data['move_speed'] - comp_data['move_speed'], 2), 'stop_times_color': '-' if item_data['stop_times'] == '-' or comp_data['stop_times'] == '-' else calc_index_color(item_data['stop_times'], comp_data['stop_times'], 'stop_times'), 'high_park_percent_color': '-' if item_data['high_park_percent'] == '-' or comp_data['high_park_percent'] == '-' else calc_index_color(float(item_data['high_park_percent'].replace('%', '')), float(comp_data['high_park_percent'].replace('%', '')), 'high_park_percent'), 'imbalance_index_color': '-' if item_data['imbalance_index'] == '-' or comp_data['imbalance_index'] == '-' else calc_index_color(item_data['imbalance_index'], comp_data['imbalance_index'], 'imbalance_index'), 'park_time_color': '-' if item_data['park_time'] == '-' or comp_data['park_time'] == '-' else calc_index_color(item_data['park_time'], comp_data['park_time'], 'park_time'), 'delay_time_color': '-' if item_data['delay_time'] == '-' or comp_data['delay_time'] == '-' else calc_index_color(item_data['delay_time'], comp_data['delay_time'], 'delay_time'), 'speed_color': '-' if item_data['speed'] == '-' or comp_data['speed'] == '-' else calc_index_color(item_data['speed'], comp_data['speed'], 'speed'), 'move_speed_color': '-' if item_data['move_speed'] == '-' or comp_data['move_speed'] == '-' else calc_index_color(item_data['move_speed'], comp_data['move_speed'], 'move_speed') } turn_type = inroad_delay_infos[key]['flow_delays'].keys() comp_turn_type = comp_inroad_delay_infos[key]['flow_delays'].keys() all_turn_type = turn_type | comp_turn_type flow_delay_datas = {} for item_turn in all_turn_type: flow_comp_data = { 'item': '优化前', 'service_level': comp_inroad_delay_infos[key]['flow_delays'][item_turn]['service_level'] if item_turn in comp_turn_type else '-', 'stop_times': comp_inroad_delay_infos[key]['flow_delays'][item_turn]['stop_times'] if item_turn in comp_turn_type else '-', 'high_park_percent': comp_inroad_delay_infos[key]['flow_delays'][item_turn]['high_park_percent'] if item_turn in comp_turn_type else '-', 'park_time': comp_inroad_delay_infos[key]['flow_delays'][item_turn]['park_time'] if item_turn in comp_turn_type else '-', 'delay_time': comp_inroad_delay_infos[key]['flow_delays'][item_turn]['delay_time'] if item_turn in comp_turn_type else '-', 'speed': comp_inroad_delay_infos[key]['flow_delays'][item_turn]['speed'] if item_turn in comp_turn_type else '-', 'move_speed': comp_inroad_delay_infos[key]['flow_delays'][item_turn]['move_speed'] if item_turn in comp_turn_type else '-' } flow_item_data = { 'item': '优化后', 'service_level': inroad_delay_infos[key]['flow_delays'][item_turn]['service_level'] if item_turn in turn_type else '-', 'stop_times': inroad_delay_infos[key]['flow_delays'][item_turn]['stop_times'] if item_turn in turn_type else '-', 'high_park_percent': inroad_delay_infos[key]['flow_delays'][item_turn]['high_park_percent'] if item_turn in turn_type else '-', 'park_time': inroad_delay_infos[key]['flow_delays'][item_turn]['park_time'] if item_turn in turn_type else '-', 'delay_time': inroad_delay_infos[key]['flow_delays'][item_turn]['delay_time'] if item_turn in turn_type else '-', 'speed': inroad_delay_infos[key]['flow_delays'][item_turn]['speed'] if item_turn in turn_type else '-', 'move_speed': inroad_delay_infos[key]['flow_delays'][item_turn]['move_speed'] if item_turn in turn_type else '-' } flow_diff_data = { 'item': '变化量', 'service_level': '-' if flow_comp_data['service_level'] == '-' or flow_item_data['service_level'] == '-' else compare_level(flow_comp_data['service_level'], flow_item_data['service_level']), 'stop_times': '-' if flow_comp_data['stop_times'] == '-' or flow_item_data['stop_times'] == '-' else round(flow_comp_data['stop_times'] - flow_item_data['stop_times'], 2), 'high_park_percent': '-' if flow_comp_data['high_park_percent'] == '-' or flow_item_data['high_park_percent'] == '-' else round(float(flow_comp_data['high_park_percent'].replace('%', '')) - float(flow_item_data['high_park_percent'].replace('%', '')), 2), 'park_time': '-' if flow_comp_data['park_time'] == '-' or flow_item_data['park_time'] == '-' else round(flow_comp_data['park_time'] - flow_item_data['park_time'], 2), 'delay_time': '-' if flow_comp_data['delay_time'] == '-' or flow_item_data['delay_time'] == '-' else round(flow_comp_data['delay_time'] - flow_item_data['delay_time'], 2), 'speed': '-' if flow_comp_data['speed'] == '-' or flow_item_data['speed'] == '-' else round(flow_comp_data['speed'] - flow_item_data['speed'], 2), 'move_speed': '-' if flow_comp_data['move_speed'] == '-' or flow_item_data['move_speed'] == '-' else round(flow_comp_data['move_speed'] - flow_item_data['move_speed'], 2), 'stop_times_color': '-' if flow_item_data['stop_times'] == '-' or flow_comp_data['stop_times'] == '-' else calc_index_color(flow_item_data['stop_times'], flow_comp_data['stop_times'], 'stop_times'), 'high_park_percent_color': '-' if flow_item_data['high_park_percent'] == '-' or flow_comp_data['high_park_percent'] == '-' else calc_index_color(float(flow_item_data['high_park_percent'].replace('%', '')), float(comp_data['high_park_percent'].replace('%', '')), 'high_park_percent'), 'park_time_color': '-' if flow_item_data['park_time'] == '-' or flow_comp_data['park_time'] == '-' else calc_index_color(flow_item_data['park_time'], flow_comp_data['park_time'], 'park_time'), 'delay_time_color': '-' if flow_item_data['delay_time'] == '-' or flow_comp_data['delay_time'] == '-' else calc_index_color(flow_item_data['delay_time'], flow_comp_data['delay_time'], 'delay_time'), 'speed_color': '-' if flow_item_data['speed'] == '-' or flow_comp_data['speed'] == '-' else calc_index_color(flow_item_data['speed'], flow_comp_data['speed'], 'speed'), 'move_speed_color': '-' if flow_item_data['move_speed'] == '-' or flow_comp_data['move_speed'] == '-' else calc_index_color(flow_item_data['move_speed'], flow_comp_data['move_speed'], 'move_speed') } flow_delay_datas[item_turn] = { 'item_data': flow_item_data, 'comp_data': flow_comp_data, 'diff_data': flow_diff_data } res[key] = { 'src_dir': inroad_delay_infos[key]['src_dir'] if 'src_dir' in inroad_delay_infos[key] else comp_inroad_delay_infos[key]['src_dir'], 'dir_data': { 'item_data': item_data, 'comp_data': comp_data, 'diff_data': diff_data, 'flow_delay_datas': flow_delay_datas } } return res def compare_level(new, old): if new == '-' or old == '-': return 0 scores = {'A': 0, 'B': 1, 'C': 2, 'D': 3, 'E': 4, 'F': 5} new_score, old_score = scores.get(new, 99), scores.get(old, 99) if new_score == old_score: return 0 return 2 if new_score < old_score else 1 def find_job_info(key, value_list): result = [] # 遍历名字列表 for value in value_list: # 检查是否完全匹配 if key in value['cross_name']: result.append(value) if key == value['cross_name']: result = [value] break # 检查是否是首字母缩写匹配 elif len(key) >= 2 and len(value['cross_name']) >= 2: # 将名字转换为拼音并提取首字母 first_pinyin = lazy_pinyin(value['cross_name'][0])[0] second_pinyin = lazy_pinyin(value['cross_name'][1])[0] if key[0].lower() == first_pinyin[0].lower() and key[1].lower() == second_pinyin[0].lower(): result.append(value) # # 检查是否包含关键字 # elif key in value['wave_name']: # result.append(value) return result