|  |  |  | 
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|  |  |  | //获取所有城市aqi日数据 | 
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|  |  |  | QueryWrapper<CityAqiDaily> wrapper = new QueryWrapper<>(); | 
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|  |  |  | wrapper.select("city_code", "time", "value") | 
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|  |  |  | .ge("time", DateUtils.dateToDateString(start)) | 
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|  |  |  | .lt("time", DateUtils.dateToDateString(end)); | 
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|  |  |  | .ge("time", start) | 
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|  |  |  | .lt("time", end); | 
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|  |  |  | List<Map<String, Object>> monthlyData = cityAqiDailyService.listMaps(wrapper); | 
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|  |  |  |  | 
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|  |  |  | if (monthlyData.size() == 0) { | 
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|  |  |  | 
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|  |  |  | //上年数据 | 
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|  |  |  | QueryWrapper<CityAqiYearly> queryWrapper = new QueryWrapper<>(); | 
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|  |  |  | queryWrapper.select("city_code", "value") | 
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|  |  |  | .eq("time", DateUtils.dateToDateString(lastLastYear)); | 
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|  |  |  | .eq("time", lastLastYear); | 
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|  |  |  | //获取上年数据 | 
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|  |  |  | List<CityAqiYearly> lastCityAqiYearly = cityAqiYearlyMapper.selectList(queryWrapper); | 
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|  |  |  | Map<Integer, List<CityAqiYearly>> lastYearData = lastCityAqiYearly.stream() | 
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|  |  |  | .collect(Collectors.groupingBy(CityAqiYearly::getCityCode)); | 
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|  |  |  | List<CityAqiYearly> lastCityAqiYearlyList = cityAqiYearlyMapper.selectList(queryWrapper); | 
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|  |  |  | Map<Integer, CityAqiYearly> lastYearData = new HashMap<>(); | 
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|  |  |  | for (CityAqiYearly cityAqiYearly : lastCityAqiYearlyList) { | 
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|  |  |  | lastYearData.put(cityAqiYearly.getCityCode(), cityAqiYearly); | 
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|  |  |  | } | 
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|  |  |  |  | 
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|  |  |  |  | 
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|  |  |  | List<CityAqiYearly> cityAqiYearlyList = new ArrayList<>(); | 
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|  |  |  |  | 
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|  |  |  | 
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|  |  |  | jsonMap.put("compositeIndex", compositeIndex); | 
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|  |  |  |  | 
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|  |  |  | //上年数据同本年对比 | 
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|  |  |  | List<CityAqiYearly> cityAqiYearlies = lastYearData.get(Integer.parseInt(cityCode)); | 
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|  |  |  | if (!ObjectUtils.isEmpty(cityAqiYearlies)) { | 
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|  |  |  | CityAqiYearly yearly = cityAqiYearlies.get(0); | 
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|  |  |  | Map<String, Object> map = JSONObject.parseObject(yearly.getValue(), Map.class); | 
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|  |  |  | CityAqiYearly lastCityAqiYearly = lastYearData.get(Integer.parseInt(cityCode)); | 
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|  |  |  | if (lastCityAqiYearly != null) { | 
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|  |  |  | Map<String, Object> map = JSONObject.parseObject(lastCityAqiYearly.getValue(), Map.class); | 
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|  |  |  | double lastCompositeIndex = Double.parseDouble(map.get("compositeIndex").toString()); | 
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|  |  |  | DecimalFormat decimalFormat = new DecimalFormat("0.00%"); | 
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|  |  |  | String format = decimalFormat.format((compositeIndex - lastCompositeIndex) / lastCompositeIndex); | 
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