postGIS+pgrouting+geoserver+openlayers实现最短路径分析
最短路径分析原理阐述:将路网数据存储在postgresql中,构建拓扑,使用pgrouting写出一个查询最短路径的功能函数,在GeoServer中配置sqlview图层,调用前面发布的函数,客户端访问WMS服务,同时将起点终点坐标作为参数传过去,GeoServer就可以返回最短路径瓦片图层,叠加在当前地图就可以了。
效果图如下:
首先需要在postgresql创建空间数据库,存储空间数据;
在数据库运行如下代码
CREATE EXTENSION postgis;
CREATE EXTENSION pgrouting;
CREATE EXTENSION postgis_topology;
CREATE EXTENSION fuzzystrmatch;
CREATE EXTENSION postgis_tiger_geocoder;
CREATE EXTENSION address_standardizer;
然后利用PostGIS自带数据导入插件将线数据ShapFile文件导入空间数据库
处理数据,添加拓扑关系
--roa_4m为表名
--source为线表起点字段名称
--target为线表终点字段名称
--source和target可以在导入数据库前直接先自己定义
--如果不自己定义起点终点,则自动生成起点和终点点号
ALTER TABLE roa_4m ADD COLUMN "source" integer;
ALTER TABLE roa_4m ADD COLUMN "target" integer;
--创建拓扑
SELECT pgr_createTopology('roa_4m', 0.00001, 'geom', 'gid');
--为起点号终点号加空间索引
CREATE INDEX source_idx ON roa_4m("source");
CREATE INDEX target_idx ON roa_4m("target");
--添加长度字段、并计算赋值
ALTER TABLE road_line ADD COLUMN length double precis;
update road_line set length =st_length(geom);
--将长度值赋给reverse_cost,作为路线选择标准
ALTER TABLE roa_4m ADD COLUMN reverse_cost double precision;
UPDATE roa_4m SET reverse_cost = length;
通过下面代码可以通过起点号、终点号计算经过的路径编号
--通过起点号、终点号查询最短路径
--source为线表起点字段名称
--target为线表终点字段名称
--起点终点前后顺序无固定要求
--length为长度字段,也可以使用自己的评价体系
--1、9为测试使用起点号\终点号
--roa_4m路网表名
--id1经过节点号
--id2经过路网线的gid
SELECT seq, id1 AS node, id2 AS edge, cost FROM pgr_dijkstra('
SELECT gid AS id,
source::integer,
target::integer,
length::double precision AS cost
FROM roa_4m',
1, 9, false, false);
输出结果
在数据库里输入建立脚本函数
--删除已存在的函数
DROP FUNCTION pgr_fromAtoB(tbl varchar,startx float, starty float,endx float,endy float);
--tbl路网表名
--startx起点经度
--starty起点纬度
--endx终点经度
--endy终点纬度
CREATE OR REPLACE function pgr_fromAtoB(tbl varchar,startx float, starty float,endx float,endy float)
--限制返回类型
returns geometry as
$body$
declare
v_startLine geometry;--离起点最近的线
v_endLine geometry;--离终点最近的线
v_startTarget integer;--距离起点最近线的终点
v_startSource integer;
v_endSource integer;--距离终点最近线的起点
v_endTarget integer;
v_statpoint geometry;--在v_startLine上距离起点最近的点
v_endpoint geometry;--在v_endLine上距离终点最近的点
v_res geometry;--最短路径分析结果
v_res_a geometry;
v_res_b geometry;
v_res_c geometry;
v_res_d geometry;
v_perStart float;--v_statpoint在v_res上的百分比
v_perEnd float;--v_endpoint在v_res上的百分比
v_shPath_se geometry;--开始到结束
v_shPath_es geometry;--结束到开始
v_shPath geometry;--最终结果
tempnode float;
begin
--查询离起点最近的线
--4326坐标系
--找起点15米范围内的最近线
execute 'select geom, source, target from ' ||tbl||
' where ST_DWithin(geom,ST_Geometryfromtext(''point('|| startx ||' ' || starty||')'',4326),15)
order by ST_Distance(geom,ST_GeometryFromText(''point('|| startx ||' '|| starty ||')'',4326)) limit 1'
into v_startLine, v_startSource ,v_startTarget;
--查询离终点最近的线
--找终点15米范围内的最近线
execute 'select geom, source, target from ' ||tbl||
' where ST_DWithin(geom,ST_Geometryfromtext(''point('|| endx || ' ' || endy ||')'',4326),15)
order by ST_Distance(geom,ST_GeometryFromText(''point('|| endx ||' ' || endy ||')'',4326)) limit 1'
into v_endLine, v_endSource,v_endTarget;
--如果没找到最近的线,就返回null
if (v_startLine is null) or (v_endLine is null) then
return null;
end if ;
select ST_ClosestPoint(v_startLine, ST_Geometryfromtext('point('|| startx ||' ' || starty ||')',4326)) into v_statpoint;
select ST_ClosestPoint(v_endLine, ST_GeometryFromText('point('|| endx ||' ' || endy ||')',4326)) into v_endpoint;
-- ST_Distance
--从开始的起点到结束的起点最短路径
execute 'SELECT st_linemerge(st_union(b.geom)) ' ||
'FROM pgr_kdijkstraPath(
''SELECT gid as id, source, target, length as cost FROM ' || tbl ||''','
||v_startSource || ', ' ||'array['||v_endSource||'] , false, false
) a, '
|| tbl || ' b
WHERE a.id3=b.gid
GROUP by id1
ORDER by id1' into v_res ;
--从开始的终点到结束的起点最短路径
execute 'SELECT st_linemerge(st_union(b.geom)) ' ||
'FROM pgr_kdijkstraPath(
''SELECT gid as id, source, target, length as cost FROM ' || tbl ||''','
||v_startTarget || ', ' ||'array['||v_endSource||'] , false, false
) a, '
|| tbl || ' b
WHERE a.id3=b.gid
GROUP by id1
ORDER by id1' into v_res_b ;
--从开始的起点到结束的终点最短路径
execute 'SELECT st_linemerge(st_union(b.geom)) ' ||
'FROM pgr_kdijkstraPath(
''SELECT gid as id, source, target, length as cost FROM ' || tbl ||''','
||v_startSource || ', ' ||'array['||v_endTarget||'] , false, false
) a, '
|| tbl || ' b
WHERE a.id3=b.gid
GROUP by id1
ORDER by id1' into v_res_c ;
--从开始的终点到结束的终点最短路径
execute 'SELECT st_linemerge(st_union(b.geom)) ' ||
'FROM pgr_kdijkstraPath(
''SELECT gid as id, source, target, length as cost FROM ' || tbl ||''','
||v_startTarget || ', ' ||'array['||v_endTarget||'] , false, false
) a, '
|| tbl || ' b
WHERE a.id3=b.gid
GROUP by id1
ORDER by id1' into v_res_d ;
if(ST_Length(v_res) > ST_Length(v_res_b)) then
v_res = v_res_b;
end if;
if(ST_Length(v_res) > ST_Length(v_res_c)) then
v_res = v_res_c;
end if;
if(ST_Length(v_res) > ST_Length(v_res_d)) then
v_res = v_res_d;
end if;
--如果找不到最短路径,就返回null
--if(v_res is null) then
-- return null;
--end if;
--将v_res,v_startLine,v_endLine进行拼接
select st_linemerge(ST_Union(array[v_res,v_startLine,v_endLine])) into v_res;
select ST_Line_Locate_Point(v_res, v_statpoint) into v_perStart;
select ST_Line_Locate_Point(v_res, v_endpoint) into v_perEnd;
if(v_perStart > v_perEnd) then
tempnode = v_perStart;
v_perStart = v_perEnd;
v_perEnd = tempnode;
end if;
--截取v_res
--拼接线
SELECT ST_Line_SubString(v_res,v_perStart, v_perEnd) into v_shPath;
return v_shPath;
end;
$body$
LANGUAGE plpgsql VOLATILE STRICT;
在GeoServer里添加存储数据的数据库为数据源,并设置SQL视图
然后在Openlayer请求这个地图服务,核心代码如下:
var params = {
LAYERS: 'indoor:test',
FORMAT: 'image/png'
};
var result;
var startPoint;
var destPoint;
var vectorLayer;
function initMap() {
startPoint = new ol.Feature();
destPoint = new ol.Feature();
// The vector layer used to display the "start" and "destination" features.
vectorLayer = new ol.layer.Vector({
source: new ol.source.Vector({
features: [startPoint, destPoint]
}),
style:new ol.style.Style({
image:new ol.style.Icon(({
size:[24,36],
anchor:[0.5,0.75],
anchorXUnits:'fraction',
anchorYUnits:'fraction',
src:'marker.png'
}))
})
});
map.addLayer(vectorLayer);
map.on('click', clickMap);
//清空路径规划结果
var clearButton = document.getElementById('clear');
clearButton.addEventListener('click', function(event) {
// Reset the "start" and "destination" features.
clearResult();
});
}
function clearResult() {
startPoint.setGeometry(null);
destPoint.setGeometry(null);
// Remove the result layer.
map.removeLayer(result);
}
function clickMap(event) {
if (startPoint.getGeometry() != null && destPoint.getGeometry() != null) {
clearResult();
}
if (startPoint.getGeometry() == null) {
// First click.
startPoint.setGeometry(new ol.geom.Point(event.coordinate));
console.info(event.coordinate);
} else if (destPoint.getGeometry() == null) {
// Second click.
destPoint.setGeometry(new ol.geom.Point(event.coordinate));
console.info(event.coordinate);
// Transform the coordinates from the map projection (EPSG:3857)
// to the server projection (EPSG:4326).
var startCoord = (startPoint.getGeometry().getCoordinates());
var destCoord = (destPoint.getGeometry().getCoordinates());
var viewparams = [
'x1:' + startCoord[0], 'y1:' + startCoord[1],
'x2:' + destCoord[0], 'y2:' + destCoord[1]
,'fnumber:4'
//'x1:' + 113.557656, 'y1:' + 34.825177,
//'x2:' + 113.557901, 'y2:' + 34.825086
];
console.log(viewparams);
params.viewparams = viewparams.join(';');
result = new ol.layer.Image({
source: new ol.source.ImageWMS({
url: ServerUrl + '/geoserver/indoor/wms',
params: params
})
});
console.info(result);
map.addLayer(result);
}
}
最后的结果就是上图了
转载自:https://blog.csdn.net/GISuuser/article/details/78625246