wangzhibo
2021-11-11 c35891f1fb4876cb99b8649791fe4fa8bbafd56c
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
"use script";
 
//对应widget.js中MyWidget实例化后的对象
var thisWidget
 
var current_heatmap_alpha_value = 0.5;
var current_heatmap_qindex = "pm25";
 
//var grid_level_list = [{ layer: null, level: 5000, min: 8, max: 10, data: [], image: "", show: false }, { layer: null, level: 3000, min: 11, max: 12, data: [], image: "", show: false }, { layer: null, level: 1000, min: 13, max: 19, data: [], image: "", show: false }];
 
var grid_level_list = [{ layer: null, level: 3000, min: 8, max: 15, data: [], image: "", show: false }];
 
 
 
// 子进程方法
function loadkriging() {
    onmessage = ({ data: { processId,gridConfig, qindex, kriging, bounds, map_extent } }) => {
        console.log('收到主线程消息:' + gridConfig);
        canvas.width = 2000;
        canvas.height = 2000;
 
        var t = [];
        var x = [];
        var y = [];
        for (var i = 0, len = gridConfig.data.length; i < len; i++) {
            t.push(gridConfig.data[i][qindex]); // 权重值
            var tmp_grid_id = gridConfig.data[i]["grid_id"];
            var lon_lat = tmp_grid_id.split("_");
            if (gridConfig.level == 5000) {
                x.push(Number(lon_lat[0]) + 0.025); // x
                y.push(Number(lon_lat[1]) + 0.025); // y
            } else if (gridConfig.level == 3000) {
                x.push(Number(lon_lat[0]) + 0.0125); // x
                y.push(Number(lon_lat[1]) + 0.0125); // y
            } else if (gridConfig.level == 1000) {
                x.push(Number(lon_lat[0]) + 0.005); // x
                y.push(Number(lon_lat[1]) + 0.005); // y
            }
 
        }
        //1.用克里金训练一个variogram对象
        var variogram = kriging.train(t, x, y, "exponential", 0, 100);
 
        //2.使用刚才的variogram对象使polygons描述的地理位置内的格网元素具备不一样的预测值;
        //bounds:普通的geojson格式的面的格式的coordinates。
 
        var grid = kriging.grid(bounds, variogram, (map_extent.maxx - map_extent.minx) / 500);
        //3.将得到的格网预测值渲染到canvas画布上
        //kriging.plot(canvas, grid, [map_extent.minx, map_extent.maxx], [map_extent.miny, map_extent.maxy], colors);
        //var image = canvas.toDataURL("image/png");
 
        postMessage({processId,result:grid });
    };
}
const makeWorker = (func) => {
    let pendingProcesss = {};
    if (!window.Worker) {//浏览器不支持worker子线程的情况
        alert('浏览器不支持worker子线程');
        return;
    }
    //创建新的Worker
    const worker = new Worker(
        URL.createObjectURL(new Blob([`(${func.toString()})()`]))
    );
    //接收消息
    worker.onmessage = ({ data: { result, processId } }) => {
        // 调用resolve,改变Promise状态
        pendingProcesss[processId](result);
        // 删掉,防止进程id冲突
        delete pendingProcesss[processId];
        // 关闭worker线程
        worker.terminate();
    }
 
    //异常处理
    worker.onerror = function (err) { }
 
    return (...message) => new Promise(resolve => {
        const processId = String(Math.random())//new Date().getTime()
        pendingProcesss[processId] = resolve;
        //传递参数
        worker.postMessage({ processId, message });
    })
}
const testWorker = makeWorker(loadkriging);
console.log('主线程正常运行:1')
 
 
 
 
//当前页面业务
function initWidgetView(_thisWidget) {
    thisWidget = _thisWidget;
 
    $("#grid5000").click(function () {
        thisWidget.changeCamerView("grid5000");
    });
    $("#grid3000").click(function () {
        thisWidget.changeCamerView("grid3000");
    });
    $("#grid1000").click(function () {
        thisWidget.changeCamerView("grid1000");
    });
 
    thisWidget.style_options.forEach(element => {
        $("#style_radio").append('<label style="padding-left: 10px;"><input type="radio" name="style_option" value="' + element + '" ' + (element == thisWidget.style_selected ? "checked" : "") + '/>' + element + '</label>')
        $("#style_radio2").append('<label style="padding-left: 10px;"><input type="radio" name="style_option2" value="' + element + '" ' + (element == thisWidget.style_selected ? "checked" : "") + '/>' + element + '</label>')
 
    });
 
    $('input[type=radio][name=style_option]').change(function () {
        thisWidget.update_grid_style(this.value);
    });
    $('input[type=radio][name=style_option2]').change(function () {
        current_heatmap_qindex = this.value;
        grid_level_list.forEach(grid_item => {
            /*
            testWorker(grid_item, current_heatmap_alpha_value, kriging, kriging_bounds, map_extent ).then((grid) => {
                var canvas = document.createElement("canvas");
                kriging.plot(canvas, grid, [map_extent.minx, map_extent.maxx], [map_extent.miny, map_extent.maxy], kriging_colors);
                grid_item.image = canvas.toDataURL("image/png");
                addImageToMap(grid_item);
            });
            */
            grid_item.image = createKrigingImage(grid_item, kriging_bounds, kriging_colors); //kriging_bounds, kriging_colors在kriging_config.js中定义
            addImageToMap(grid_item);
 
        });
 
    });
 
    $("#gridmap_opcity")
        .slider({ min: 0.1, max: 1, step: 0.1, value: 1 })
        .on("change", (e) => {
            thisWidget.setGridmapAlpha(e.value.newValue);
        });
    $("#heatmap_opcity")
        .slider({ min: 0.1, max: 1, step: 0.1, value: 0.5 })
        .on("change", (e) => {
            current_heatmap_alpha_value = e.value.newValue;
            thisWidget.setHeatmapAlpha(e.value.newValue);
        });
 
 
    $("#show_gridmap").change(function () {
        console.log(this.checked);
        if (this.checked) {
            thisWidget.showGridmapLayers();
        } else {
            thisWidget.hideGridmapLayers();
        }
    });
 
    $("#show_heatmap").change(function () {
        if (this.checked) {
            if (grid_level_list[0].layer != null) {
                thisWidget.showHeatmapLayers();
            } else {
                grid_level_list.forEach(grid_item => { grid_item.show = true; });
            }
        } else {
            thisWidget.hideHeatmapLayers();
        }
    });
 
 
    initHeatMapLayers();
 
}
function initHeatMapLayers() {
 
    grid_level_list.forEach(grid_item => {
        queryGridHeatmapData(grid_item).then(function () {
            /*
            testWorker(grid_item, current_heatmap_alpha_value, kriging, kriging_bounds, map_extent ).then((grid) => {
                var canvas = document.createElement("canvas");
                kriging.plot(canvas, grid, [map_extent.minx, map_extent.maxx], [map_extent.miny, map_extent.maxy], kriging_colors);
                grid_item.image = canvas.toDataURL("image/png");
                addImageToMap(grid_item);
            });
            */
            grid_item.image = createKrigingImage(grid_item, kriging_bounds, kriging_colors); //kriging_bounds, kriging_colors在kriging_config.js中定义
            addImageToMap(grid_item);
        });
    });
 
 
 
}
 
function addImageToMap(grid_item) {
 
    if (grid_item.layer == null) {
        grid_item.layer = new mars3d.layer.ImageLayer({
            url: grid_item.image,
            rectangle: {
                xmin: map_extent.minx,
                xmax: map_extent.maxx,
                ymin: map_extent.miny,
                ymax: map_extent.maxy,
            },
            minimumLevel: grid_item.min,
            minimumTerrainLevel: grid_item.min,
            maximumLevel: grid_item.max,
            maximumTerrainLevel: grid_item.max,
            alpha: current_heatmap_alpha_value,
            show: grid_item.show
        });
        thisWidget.heatmapGroupLayer.addLayer(grid_item.layer);
    } else {
        grid_item.layer.options.url = grid_item.image;
        grid_item.layer.setOptions(grid_item.layer.options);
 
    }
}
 
 
//数据获取
function queryGridHeatmapData(grid_item) {
    return new Promise(function (resolve, reject) {
        $.ajax({
            url: thisWidget.nodejs_url_predix + "dataapi/Bdata?bid=get_grid_heatmap&gridlevel=" + grid_item.level + "&datatype=" + thisWidget.datatype + "&datatime=" + thisWidget.datatime,
            type: "get",
            dataType: "json",
            success: function (result) {
                if (result.data?.result != undefined && result.data?.result?.length > 0) {
                    grid_item.data = result.data.result;
                }
                resolve(result.data.result);
 
            },
            error: function (data) {
                haoutil.msg("后台错误,请联系系统管理员。");
            },
        });
    });
}
 
 
//根据 克里金法 插值绘制图片
function createKrigingImage(gridConfig, bounds, colors) {
    var canvas = document.createElement("canvas");
    canvas.width = 2000;
    canvas.height = 2000;
 
    var t = [];
    var x = [];
    var y = [];
    console.log("开始:"+(new Date()).toISOString());
    for (var i = 0, len = gridConfig.data.length; i < len; i++) {
        t.push(gridConfig.data[i][current_heatmap_qindex]); // 权重值
        var tmp_grid_id = gridConfig.data[i]["grid_id"];
        var lon_lat = tmp_grid_id.split("_");
        if (gridConfig.level == 5000) {
            x.push(Number(lon_lat[0]) + 0.025); // x
            y.push(Number(lon_lat[1]) + 0.025); // y
        } else if (gridConfig.level == 3000) {
            x.push(Number(lon_lat[0]) + 0.0125); // x
            y.push(Number(lon_lat[1]) + 0.0125); // y
        } else if (gridConfig.level == 1000) {
            x.push(Number(lon_lat[0]) + 0.005); // x
            y.push(Number(lon_lat[1]) + 0.005); // y
        }
 
    }
    console.log("数据构造完成:"+(new Date()).toISOString());
 
    //1.用克里金训练一个variogram对象
    var variogram = kriging.train(t, x, y, "exponential", 0, 100);
    console.log("variogram对象完成:"+(new Date()).toISOString());
 
    //2.使用刚才的variogram对象使polygons描述的地理位置内的格网元素具备不一样的预测值;
    //bounds:普通的geojson格式的面的格式的coordinates。
 
    var grid = kriging.grid(bounds, variogram, (map_extent.maxx - map_extent.minx) / 500);
    //3.将得到的格网预测值渲染到canvas画布上
    console.log("grid完成:"+(new Date()).toISOString());
 
    kriging.plot(canvas, grid, [map_extent.minx, map_extent.maxx], [map_extent.miny, map_extent.maxy], colors);
    console.log("cavas绘制完成"+(new Date()).toISOString());
 
    var image = canvas.toDataURL("image/png");
    console.log("image转换完成:"+(new Date()).toISOString());
 
    return image;
}