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