From ebb992a221c1ab379aac2675aeebf44897ff32b7 Mon Sep 17 00:00:00 2001
From: PeterAlbus <wuhongdb@163.com>
Date: Tue, 8 Jun 2021 19:45:39 +0800
Subject: [PATCH] ADD INDRNN

---
 src/main/webapp/js/scripts.js            |   2 +-
 src/main/webapp/pages/predict/IndRNN.jsp | 739 ++++++++++++++++++++++-
 2 files changed, 712 insertions(+), 29 deletions(-)

diff --git a/src/main/webapp/js/scripts.js b/src/main/webapp/js/scripts.js
index 91f5465..9a9dc6b 100644
--- a/src/main/webapp/js/scripts.js
+++ b/src/main/webapp/js/scripts.js
@@ -63,7 +63,7 @@
 })(jQuery); // End of use strict
 
 window.onresize = function(){
-  myChart.resize();
+  myChart_Brazil.resize();
   myChart2.resize();
 }
 
diff --git a/src/main/webapp/pages/predict/IndRNN.jsp b/src/main/webapp/pages/predict/IndRNN.jsp
index ad83439..481befe 100644
--- a/src/main/webapp/pages/predict/IndRNN.jsp
+++ b/src/main/webapp/pages/predict/IndRNN.jsp
@@ -30,7 +30,7 @@
                 <li class="nav-item"><a class="nav-link js-scroll-trigger" href="${pageContext.request.contextPath}/InfoCollection">打卡</a></li>
                 <li class="nav-item"><a class="nav-link js-scroll-trigger" href="${pageContext.request.contextPath}/china_daily">图表展示</a></li>
                 <li class="nav-item"><a class="nav-link js-scroll-trigger" href="${pageContext.request.contextPath}/chinamap">地图展示</a></li>
-                <li class="nav-item"><a class   ="nav-link js-scroll-trigger" href="#">疫情状况预测</a></li>
+                <li class="nav-item"><a class="nav-link js-scroll-trigger" href="#">疫情状况预测</a></li>
             </ul>
         </div>
     </div>
@@ -39,57 +39,712 @@
     <h1 class="text-center text-white font-weight-bold" style="width: 100%;position: absolute;top:200px">疫情状况预测</h1>
 </div>
 <div class="d-flex container-fluid toggled" id="wrapper">
+    <div id="page-content-wrapper">
     <section class="page-section" id="predict">
         <div class="container" style="text-align: center">
-            <h2 class="text-center mt-0">IndRNN模型-世界确诊人数</h2>
+            <h2 class="text-center mt-0">IndRNN模型</h2>
             <hr class="divider my-4" />
-            <div class="box"></div>
+            <div class="box" id="box_brazil"></div>
+            <div class="box" id="box_china"></div>
+            <div class="box" id="box_france"></div>
+            <div class="box" id="box_global"></div>
+            <div class="box" id="box_india"></div>
+            <div class="box" id="box_russia"></div>
+            <div class="box" id="box_us"></div>
         </div>
     </section>
+    </div>
 </div>
 <script>
-    var myChart=echarts.init(document.querySelector(".box"));
-    var option;
+    var myChart_Brazil=echarts.init(document.querySelector("#box_brazil"));
+    var myChart_China=echarts.init(document.querySelector("#box_china"));
+    var myChart_france=echarts.init(document.querySelector("#box_france"));
+    var myChart_global=echarts.init(document.querySelector("#box_global"));
+    var myChart_india=echarts.init(document.querySelector("#box_india"));
+    var myChart_russia=echarts.init(document.querySelector("#box_russia"));
+    var myChart_us=echarts.init(document.querySelector("#box_us"));
+    var option_brazil,option_china,option_france,option_global,option_india,option_russia,option_us;
     var date=[];
-    var a=[];
-    var predict=[];
+    var Brazil_origin=[],Brazil_predict=[],Brazil_death_origin=[],Brazil_death_predict=[];
+    var China_origin=[],China_predict=[],China_death_origin=[],China_death_predict=[];
+    var France_origin=[],France_predict=[],France_death_origin=[],France_death_predict=[];
+    var Global_origin=[],Global_predict=[],Global_death_origin=[],Global_death_predict=[];
+    var India_origin=[],India_predict=[],India_death_origin=[],India_death_predict=[];
+    var Russia_origin=[],Russia_predict=[],Russia_death_origin=[],Russia_death_predict=[];
+    var US_origin=[],US_predict=[],US_death_origin=[],US_death_predict=[];
     <c:forEach items="${predictList}" var="predict">
+    /*date*/
+        date.push('${predict.getDate()}');
+    /*brazil*/
         <c:choose>
-            <c:when test="${predict.getSh_confirm()==0&&predict.getSh_confirm_predict()==0}">
+            <c:when test="${predict.getBrazil()==0}">
+                Brazil_origin.push('');
+                Brazil_death_origin.push('');
+            </c:when>
+            <c:when test="${predict.getBrazil()!=0}">
+                Brazil_origin.push(${predict.getBrazil()});
+                Brazil_death_origin.push(${predict.getBrazil_death()});
             </c:when>
-            <c:otherwise>
-                date.push('${predict.getDate()}');
-            </c:otherwise>
         </c:choose>
         <c:choose>
-            <c:when test="${predict.getBrazil()==0&&predict.getBrazil_Predict()!=0}">
-                a.push('');
+            <c:when test="${predict.getBrazil_Predict()==0}">
+                Brazil_predict.push('');
+                Brazil_death_predict.push('');
             </c:when>
-            <c:when test="${predict.getBrazil()!=0}">
-                a.push(${predict.getBrazil()});
+            <c:when test="${predict.getBrazil_Predict()!=0}">
+                Brazil_predict.push(${predict.getBrazil_Predict()});
+                Brazil_death_predict.push(${predict.getBrazil_death_predict()});
             </c:when>
         </c:choose>
+    /*china*/
         <c:choose>
-            <c:when test="${predict.getBrazil_Predict()==0&&predict.getBrazil()!=0}">
-                predict.push('');
+            <c:when test="${predict.getChina()==0}">
+                China_origin.push('');
+                China_death_origin.push('');
             </c:when>
-            <c:when test="${predict.getBrazil_Predict()!=0}">
-                predict.push(${predict.getBrazil_Predict()});
+            <c:when test="${predict.getChina()!=0}">
+                China_origin.push(${predict.getChina()});
+                China_death_origin.push(${predict.getChina_death()});
+            </c:when>
+        </c:choose>
+        <c:choose>
+            <c:when test="${predict.getChina_Predict()==0}">
+                China_predict.push('');
+                China_death_predict.push('');
+            </c:when>
+            <c:when test="${predict.getChina_Predict()!=0}">
+                China_predict.push(${predict.getChina_Predict()});
+                China_death_predict.push(${predict.getChina_death_predict()});
+            </c:when>
+        </c:choose>
+    /*France*/
+        <c:choose>
+            <c:when test="${predict.getFrance()==0}">
+                France_origin.push('');
+                France_death_origin.push('');
+            </c:when>
+            <c:when test="${predict.getFrance()!=0}">
+                France_origin.push(${predict.getFrance()});
+                France_death_origin.push(${predict.getFrance_death()});
+            </c:when>
+        </c:choose>
+        <c:choose>
+            <c:when test="${predict.getFrance_Predict()==0}">
+                France_predict.push('');
+                France_death_predict.push('');
+            </c:when>
+            <c:when test="${predict.getFrance_Predict()!=0}">
+                France_predict.push(${predict.getFrance_Predict()});
+                France_death_predict.push(${predict.getFrance_death_predict()});
+            </c:when>
+        </c:choose>
+    /*Global*/
+        <c:choose>
+            <c:when test="${predict.getGlobal()==0}">
+                Global_origin.push('');
+                Global_death_origin.push('');
+            </c:when>
+            <c:when test="${predict.getGlobal()!=0}">
+                Global_origin.push(${predict.getGlobal()});
+                Global_death_origin.push(${predict.getGlobal_death()});
+            </c:when>
+        </c:choose>
+        <c:choose>
+            <c:when test="${predict.getGlobal_Predict()==0}">
+                Global_predict.push('');
+                Global_death_predict.push('');
+            </c:when>
+            <c:when test="${predict.getGlobal_Predict()!=0}">
+                Global_predict.push(${predict.getGlobal_Predict()});
+                Global_death_predict.push(${predict.getGlobal_death_predict()});
+            </c:when>
+        </c:choose>
+    /*India*/
+        <c:choose>
+            <c:when test="${predict.getIndia()==0}">
+                India_origin.push('');
+                India_death_origin.push('');
+            </c:when>
+            <c:when test="${predict.getIndia()!=0}">
+                India_origin.push(${predict.getIndia()});
+                India_death_origin.push(${predict.getIndia_death()});
+            </c:when>
+        </c:choose>
+        <c:choose>
+            <c:when test="${predict.getIndia_Predict()==0}">
+                India_predict.push('');
+                India_death_predict.push('');
+            </c:when>
+            <c:when test="${predict.getIndia_Predict()!=0}">
+                India_predict.push(${predict.getIndia_Predict()});
+                India_death_predict.push(${predict.getIndia_death_predict()});
+            </c:when>
+        </c:choose>
+    /*Russia*/
+        <c:choose>
+            <c:when test="${predict.getRussia()==0}">
+                Russia_origin.push('');
+                Russia_death_origin.push('');
+            </c:when>
+            <c:when test="${predict.getRussia()!=0}">
+                Russia_origin.push(${predict.getRussia()});
+                Russia_death_origin.push(${predict.getRussia_death()});
+            </c:when>
+        </c:choose>
+        <c:choose>
+            <c:when test="${predict.getRussia_Predict()==0}">
+                Russia_predict.push('');
+                Russia_death_predict.push('');
+            </c:when>
+            <c:when test="${predict.getRussia_Predict()!=0}">
+                Russia_predict.push(${predict.getRussia_Predict()});
+                Russia_death_predict.push(${predict.getRussia_death_predict()});
+            </c:when>
+        </c:choose>
+    /*US*/
+        <c:choose>
+            <c:when test="${predict.getUS()==0}">
+                US_origin.push('');
+                US_death_origin.push('');
+            </c:when>
+            <c:when test="${predict.getUS()!=0}">
+                US_origin.push(${predict.getUS()});
+                US_death_origin.push(${predict.getUS_death()});
+            </c:when>
+        </c:choose>
+        <c:choose>
+            <c:when test="${predict.getUS_Predict()==0}">
+                US_predict.push('');
+                US_death_predict.push('');
+            </c:when>
+            <c:when test="${predict.getUS_Predict()!=0}">
+                US_predict.push(${predict.getUS_Predict()});
+                US_death_predict.push(${predict.getUS_death_predict()});
             </c:when>
         </c:choose>
     </c:forEach>
-    option = {
+    option_brazil = {
+        title: {
+            text: '巴西疫情状况'
+        },
+        tooltip: {
+            trigger: 'axis'
+        },
+        legend: {
+            data: ['确诊人数', '预测确诊人数','死亡人数','预测死亡人数'],
+            selected:{
+                '死亡人数':false,
+                '预测死亡人数':false,
+            }
+        },
+        grid: {
+            left: '3%',
+            right: '4%',
+            bottom: '3%',
+            containLabel: true
+        },
+        toolbox: {
+            feature: {
+                saveAsImage: {}
+            }
+        },
+        xAxis: {
+            type: 'category',
+            boundaryGap: false,
+            data: date
+        },
+        yAxis: {
+            type: 'value'
+        },
+        series: [
+            {
+                name: '确诊人数',
+                type: 'line',
+                stack: '1',
+                data: Brazil_origin
+            },
+            {
+                name: '预测确诊人数',
+                type: 'line',
+                stack: '2',
+                itemStyle: {
+                    normal: {
+                        color: "#DB5860",//折线点的颜色
+                        lineStyle: {
+                            color: "#DB5860"//折线的颜色
+                        }
+                    }
+                },
+                data: Brazil_predict
+            },
+            {
+                name: '死亡人数',
+                type: 'line',
+                stack: '3',
+                itemStyle: {
+                    normal: {
+                        color: "#db9158",//折线点的颜色
+                        lineStyle: {
+                            color: "#db9158"//折线的颜色
+                        }
+                    }
+                },
+                data: Brazil_death_origin
+            },
+            {
+                name: '预测死亡人数',
+                type: 'line',
+                stack: '4',
+                itemStyle: {
+                    normal: {
+                        color: "#2c9501",//折线点的颜色
+                        lineStyle: {
+                            color: "#2c9501"//折线的颜色
+                        }
+                    }
+                },
+                data: Brazil_death_predict
+            }
+        ]
+    };
+    myChart_Brazil.setOption(option_brazil);
+    option_china = {
+        title: {
+            text: '中国疫情状况'
+        },
+        tooltip: {
+            trigger: 'axis'
+        },
+        legend: {
+            data: ['确诊人数', '预测确诊人数','死亡人数','预测死亡人数'],
+            selected:{
+                '死亡人数':false,
+                '预测死亡人数':false,
+            }
+        },
+        grid: {
+            left: '3%',
+            right: '4%',
+            bottom: '3%',
+            containLabel: true
+        },
+        toolbox: {
+            feature: {
+                saveAsImage: {}
+            }
+        },
+        xAxis: {
+            type: 'category',
+            boundaryGap: false,
+            data: date
+        },
+        yAxis: {
+            type: 'value'
+        },
+        series: [
+            {
+                name: '确诊人数',
+                type: 'line',
+                stack: '1',
+                data: China_origin
+            },
+            {
+                name: '预测确诊人数',
+                type: 'line',
+                stack: '2',
+                itemStyle: {
+                    normal: {
+                        color: "#DB5860",//折线点的颜色
+                        lineStyle: {
+                            color: "#DB5860"//折线的颜色
+                        }
+                    }
+                },
+                data: China_predict
+            },
+            {
+                name: '死亡人数',
+                type: 'line',
+                stack: '3',
+                itemStyle: {
+                    normal: {
+                        color: "#db9158",//折线点的颜色
+                        lineStyle: {
+                            color: "#db9158"//折线的颜色
+                        }
+                    }
+                },
+                data: China_death_origin
+            },
+            {
+                name: '预测死亡人数',
+                type: 'line',
+                stack: '4',
+                itemStyle: {
+                    normal: {
+                        color: "#2c9501",//折线点的颜色
+                        lineStyle: {
+                            color: "#2c9501"//折线的颜色
+                        }
+                    }
+                },
+                data: China_death_predict
+            }
+        ]
+    };
+    myChart_China.setOption(option_china);
+    option_france = {
+        title: {
+            text: '法国疫情状况'
+        },
+        tooltip: {
+            trigger: 'axis'
+        },
+        legend: {
+            data: ['确诊人数', '预测确诊人数','死亡人数','预测死亡人数'],
+            selected:{
+                '死亡人数':false,
+                '预测死亡人数':false,
+            }
+        },
+        grid: {
+            left: '3%',
+            right: '4%',
+            bottom: '3%',
+            containLabel: true
+        },
+        toolbox: {
+            feature: {
+                saveAsImage: {}
+            }
+        },
+        xAxis: {
+            type: 'category',
+            boundaryGap: false,
+            data: date
+        },
+        yAxis: {
+            type: 'value'
+        },
+        series: [
+            {
+                name: '确诊人数',
+                type: 'line',
+                stack: '1',
+                data: France_origin
+            },
+            {
+                name: '预测确诊人数',
+                type: 'line',
+                stack: '2',
+                itemStyle: {
+                    normal: {
+                        color: "#DB5860",//折线点的颜色
+                        lineStyle: {
+                            color: "#DB5860"//折线的颜色
+                        }
+                    }
+                },
+                data: France_predict
+            },
+            {
+                name: '死亡人数',
+                type: 'line',
+                stack: '3',
+                itemStyle: {
+                    normal: {
+                        color: "#db9158",//折线点的颜色
+                        lineStyle: {
+                            color: "#db9158"//折线的颜色
+                        }
+                    }
+                },
+                data: France_death_origin
+            },
+            {
+                name: '预测死亡人数',
+                type: 'line',
+                stack: '4',
+                itemStyle: {
+                    normal: {
+                        color: "#2c9501",//折线点的颜色
+                        lineStyle: {
+                            color: "#2c9501"//折线的颜色
+                        }
+                    }
+                },
+                data: France_death_predict
+            }
+        ]
+    };
+    myChart_france.setOption(option_france);
+    option_global = {
+        title: {
+            text: '世界疫情状况'
+        },
+        tooltip: {
+            trigger: 'axis'
+        },
+        legend: {
+            data: ['确诊人数', '预测确诊人数','死亡人数','预测死亡人数'],
+            selected:{
+                '死亡人数':false,
+                '预测死亡人数':false,
+            }
+        },
+        grid: {
+            left: '3%',
+            right: '4%',
+            bottom: '3%',
+            containLabel: true
+        },
+        toolbox: {
+            feature: {
+                saveAsImage: {}
+            }
+        },
+        xAxis: {
+            type: 'category',
+            boundaryGap: false,
+            data: date
+        },
+        yAxis: {
+            type: 'value'
+        },
+        series: [
+            {
+                name: '确诊人数',
+                type: 'line',
+                stack: '1',
+                data: Global_origin
+            },
+            {
+                name: '预测确诊人数',
+                type: 'line',
+                stack: '2',
+                itemStyle: {
+                    normal: {
+                        color: "#DB5860",//折线点的颜色
+                        lineStyle: {
+                            color: "#DB5860"//折线的颜色
+                        }
+                    }
+                },
+                data: Global_predict
+            },
+            {
+                name: '死亡人数',
+                type: 'line',
+                stack: '3',
+                itemStyle: {
+                    normal: {
+                        color: "#db9158",//折线点的颜色
+                        lineStyle: {
+                            color: "#db9158"//折线的颜色
+                        }
+                    }
+                },
+                data: Global_death_origin
+            },
+            {
+                name: '预测死亡人数',
+                type: 'line',
+                stack: '4',
+                itemStyle: {
+                    normal: {
+                        color: "#2c9501",//折线点的颜色
+                        lineStyle: {
+                            color: "#2c9501"//折线的颜色
+                        }
+                    }
+                },
+                data: Global_death_predict
+            }
+        ]
+    };
+    myChart_global.setOption(option_global);
+    option_india = {
+        title: {
+            text: '印度疫情状况'
+        },
+        tooltip: {
+            trigger: 'axis'
+        },
+        legend: {
+            data: ['确诊人数', '预测确诊人数','死亡人数','预测死亡人数'],
+            selected:{
+                '死亡人数':false,
+                '预测死亡人数':false,
+            }
+        },
+        grid: {
+            left: '3%',
+            right: '4%',
+            bottom: '3%',
+            containLabel: true
+        },
+        toolbox: {
+            feature: {
+                saveAsImage: {}
+            }
+        },
+        xAxis: {
+            type: 'category',
+            boundaryGap: false,
+            data: date
+        },
+        yAxis: {
+            type: 'value'
+        },
+        series: [
+            {
+                name: '确诊人数',
+                type: 'line',
+                stack: '1',
+                data: India_origin
+            },
+            {
+                name: '预测确诊人数',
+                type: 'line',
+                stack: '2',
+                itemStyle: {
+                    normal: {
+                        color: "#DB5860",//折线点的颜色
+                        lineStyle: {
+                            color: "#DB5860"//折线的颜色
+                        }
+                    }
+                },
+                data: India_predict
+            },
+            {
+                name: '死亡人数',
+                type: 'line',
+                stack: '3',
+                itemStyle: {
+                    normal: {
+                        color: "#db9158",//折线点的颜色
+                        lineStyle: {
+                            color: "#db9158"//折线的颜色
+                        }
+                    }
+                },
+                data: India_death_origin
+            },
+            {
+                name: '预测死亡人数',
+                type: 'line',
+                stack: '4',
+                itemStyle: {
+                    normal: {
+                        color: "#2c9501",//折线点的颜色
+                        lineStyle: {
+                            color: "#2c9501"//折线的颜色
+                        }
+                    }
+                },
+                data: India_death_predict
+            }
+        ]
+    };
+    myChart_india.setOption(option_india);
+    option_russia = {
+        title: {
+            text: '俄罗斯疫情状况'
+        },
+        tooltip: {
+            trigger: 'axis'
+        },
+        legend: {
+            data: ['确诊人数', '预测确诊人数','死亡人数','预测死亡人数'],
+            selected:{
+                '死亡人数':false,
+                '预测死亡人数':false,
+            }
+        },
+        grid: {
+            left: '3%',
+            right: '4%',
+            bottom: '3%',
+            containLabel: true
+        },
+        toolbox: {
+            feature: {
+                saveAsImage: {}
+            }
+        },
+        xAxis: {
+            type: 'category',
+            boundaryGap: false,
+            data: date
+        },
+        yAxis: {
+            type: 'value'
+        },
+        series: [
+            {
+                name: '确诊人数',
+                type: 'line',
+                stack: '1',
+                data: Russia_origin
+            },
+            {
+                name: '预测确诊人数',
+                type: 'line',
+                stack: '2',
+                itemStyle: {
+                    normal: {
+                        color: "#DB5860",//折线点的颜色
+                        lineStyle: {
+                            color: "#DB5860"//折线的颜色
+                        }
+                    }
+                },
+                data: Russia_predict
+            },
+            {
+                name: '死亡人数',
+                type: 'line',
+                stack: '3',
+                itemStyle: {
+                    normal: {
+                        color: "#db9158",//折线点的颜色
+                        lineStyle: {
+                            color: "#db9158"//折线的颜色
+                        }
+                    }
+                },
+                data: Russia_death_origin
+            },
+            {
+                name: '预测死亡人数',
+                type: 'line',
+                stack: '4',
+                itemStyle: {
+                    normal: {
+                        color: "#2c9501",//折线点的颜色
+                        lineStyle: {
+                            color: "#2c9501"//折线的颜色
+                        }
+                    }
+                },
+                data: Russia_death_predict
+            }
+        ]
+    };
+    myChart_russia.setOption(option_russia);
+    option_us = {
         title: {
-            text: '确诊人数'
+            text: '美国疫情状况'
         },
         tooltip: {
             trigger: 'axis'
         },
         legend: {
-            data: ['确诊人数', '预测人数'],
+            data: ['确诊人数', '预测确诊人数','死亡人数','预测死亡人数'],
             selected:{
-                '3*LSTM':false,
-                'Bi-LSTM':false,
+                '死亡人数':false,
+                '预测死亡人数':false,
             }
         },
         grid: {
@@ -116,10 +771,10 @@
                 name: '确诊人数',
                 type: 'line',
                 stack: '1',
-                data: a
+                data: US_origin
             },
             {
-                name: '预测人数',
+                name: '预测确诊人数',
                 type: 'line',
                 stack: '2',
                 itemStyle: {
@@ -130,11 +785,39 @@
                         }
                     }
                 },
-                data: predict
+                data: US_predict
+            },
+            {
+                name: '死亡人数',
+                type: 'line',
+                stack: '3',
+                itemStyle: {
+                    normal: {
+                        color: "#db9158",//折线点的颜色
+                        lineStyle: {
+                            color: "#db9158"//折线的颜色
+                        }
+                    }
+                },
+                data: US_death_origin
+            },
+            {
+                name: '预测死亡人数',
+                type: 'line',
+                stack: '4',
+                itemStyle: {
+                    normal: {
+                        color: "#2c9501",//折线点的颜色
+                        lineStyle: {
+                            color: "#2c9501"//折线的颜色
+                        }
+                    }
+                },
+                data: US_death_predict
             }
         ]
     };
-    myChart.setOption(option);
+    myChart_us.setOption(option_us);
 </script>
 <script src="../../js/http_code.jquery.com_jquery-3.5.1.slim.js"></script>
 <script src="../../js/http_cdn.jsdelivr.net_npm_bootstrap@4.5.3_dist_js_bootstrap.bundle.js"></script>