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postgressql+geoserver实现路径分析

程序员文章站 2022-07-14 19:22:42
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整体思路是用geoserver发布图层,图层为 sql,视图是利用存储过程分析出的路径结果,

shp导入数据库

路网一般为shp数据,如果有多个图层,建议利用arcgis或其他工具合并为一个图层,方便处理

数据库空间扩展

使用paAdmin3连接PostgreSQL,并执行以下语句,在新的空间数据库里添加空间扩展:

CREATE EXTENSION postgis;
CREATE EXTENSION pgrouting;
CREATE EXTENSION postgis_topology;
CREATE EXTENSION fuzzystrmatch;
CREATE EXTENSION postgis_tiger_geocoder;
CREATE EXTENSION address_standardizer;

使用shp2pgsql-gui.exe导入

添加路网数据,设置表名,并设置SRID为:4326
需要使用GBK编码,一定要勾选最下面一个选项。(在调用函数做测试的时候,遇到ST_Line_Locate_Point时报错:“line_locate_point : 1st arg isnt a line”,查资料解释说是函数第一个参数格式应该是LineString,我检查了一下我的v_res格式,是MultiLineString所以报错。(参考了https://www.jianshu.com/p/4b9d22406bce,在此谢谢作者大大,很详细))

表结构进行修改

1.修改表结构

--添加起点id
ALTER TABLE lproad ADD COLUMN source integer;

--添加终点id
ALTER TABLE lproad  ADD COLUMN target integer;

--添加道路权重值
ALTER TABLE lproad  ADD COLUMN length double precision

2.创建拓扑结构                  

--为lproad表创建拓扑布局,即为source和target字段赋值
SELECT pgr_createTopology('lproad ',0.0001, 'geom', 'gid');

3.创建索引

--为source和target字段创建索引
CREATE INDEX source_idx ON lproad ("source");
CREATE INDEX target_idx ON lproad ("target");

4.添加线段端点并给长度赋值

--添加线段端点坐标
ALTER TABLE lproad ADD COLUMN x1 double precision;        --创建起点经度x1
ALTER TABLE lproad ADD COLUMN y1 double precision;        --创建起点纬度y1
ALTER TABLE lproad ADD COLUMN x2 double precision;        --创建起点经度x2
ALTER TABLE lproad ADD COLUMN y2 double precision;        --创建起点经度y2
--给x1、y1、x2、y2赋值
UPDATE lproad SET x1 =ST_x(ST_PointN(geom, 1));    
UPDATE lproad SET y1 =ST_y(ST_PointN(geom, 1));    
UPDATE lproad SET x2 =ST_x(ST_PointN(geom, ST_NumPoints(geom)));    
UPDATE lproad SET y2 =ST_y(ST_PointN(geom, ST_NumPoints(geom)));

--为length赋值
update lproad set length =st_length(geom);

--为lproad 表添加reverse_cost字段并用length的值赋值
ALTER TABLE lproad ADD COLUMN reverse_cost double precision;
UPDATE lproad SET reverse_cost =length;

测试数据,如果执行下面的语句有结果,则表示数据预处理成功

--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
--zy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 lproad ',
                1, 4, false, false);

创建最短路径函数


-- DROP FUNCTION public.pgr_fromatoe(double precision, double precision, double precision, double precision);
 
CREATE OR REPLACE FUNCTION pgr_fromatoe(
    tbl varchar,
    startx double precision,
    starty double precision,
    endx double precision,
    endy double precision)
    RETURNS geometry
    LANGUAGE 'plpgsql'
 
    COST 100
    VOLATILE STRICT 
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_start_temp geometry;
    v_start_temp1 geometry;
    v_start_temp2 geometry;
    v_end_temp geometry;
    v_end_temp1 geometry;
    v_end_temp2 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;    
      
    startpoint geometry;  
    endpoint geometry;  
  
    v_shPath1 geometry;--一次结果  
    v_shPath2 geometry;--二次结果  
    star_line geometry; --起点到最近点的线  
    end_line geometry; --终点到最近点的线  
    geoARR geometry[];  
  
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),3000)  
         order by ST_Distance(geom,ST_GeometryFromText(''point('|| startx ||' '|| starty ||')'',4326))  limit 1'  
        into v_startLine, v_startSource ,v_startTarget;   
  
raise notice '%',  v_startSource;  
raise notice '%', 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),3000)    
        order by ST_Distance(geom,ST_GeometryFromText(''point('|| endx ||' ' || endy ||')'',4326))  limit 1'   
        into v_endLine, v_endSource,v_endTarget;   
raise notice '%',  v_endSource;  
raise notice '%', 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, lproad 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, lproad 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, lproad 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, lproad 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_startLine,v_res,v_endLine])) into v_res;  
  
     select  ST_LineLocatePoint(v_startLine, v_statpoint) into v_perStart; 
     select  ST_LineLocatePoint(v_endLine, v_endpoint) into v_perEnd;
     
     SELECT ST_Line_SubString(v_startLine,v_perStart, 1) into v_start_temp1;
     SELECT ST_Line_SubString(v_startLine,0,v_perStart) into v_start_temp2;
     
     SELECT ST_Line_SubString(v_endLine,v_perEnd, 1) into v_end_temp1;
     SELECT ST_Line_SubString(v_endLine,0,v_perEnd) into v_end_temp2;
     
     raise notice '%',  v_perStart;  
     raise notice '%', v_perEnd;
     
     raise notice '%', ST_Distance(v_res,v_start_temp1);
     raise notice '%', ST_Distance(v_res,v_start_temp2);
     raise notice '%', ST_Distance(v_res,v_end_temp2);
     raise notice '%', ST_Distance(v_res,v_end_temp1);
     
     v_start_temp=v_start_temp1;
     if(ST_Distance(v_res,v_start_temp1) > ST_Distance(v_res,v_start_temp2)) then   
      v_start_temp=v_start_temp2; 
    end if;  
     v_end_temp=v_end_temp1;
     if(ST_Distance(v_res,v_end_temp1) > ST_Distance(v_res,v_end_temp2)) then   
      v_end_temp=v_end_temp2; 
    end if;  
    --return ST_AsGeoJSON(v_res); 
    --return v_res;
                                                     
   -- select  ST_LineLocatePoint(v_res, v_statpoint) into v_perStart;   
   -- select  ST_LineLocatePoint(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_shPath1; 
    select  st_linemerge(ST_Union(array[v_start_temp,v_res,v_end_temp])) into v_shPath1;
                                        
    return v_shPath1; 
  
 --后续为将起点终点与路网连接起来,因发布时有点问题,暂不使用 
 --找线的端点  
 select ST_SetSRID( ST_MakePoint(startx , starty),4326 )into startpoint;  
 select ST_SetSRID( ST_MakePoint(endx , endy),4326 )into endpoint;  
 select ST_MakeLine( v_statpoint,startpoint) into star_line;   
 select ST_MakeLine( v_endpoint,endpoint) into end_line;    
 
geoARR :=array[end_line,v_shPath1,star_line];  
select st_union(geoARR) into v_shPath;  
   
   raise notice '%', '返回数据';  
   --raise notice '%', ST_AsGeoJSON(v_shPath);
    
    return v_shPath; 

end;  
                                        
$BODY$;
  

数据发布

数据准备完成后,就需要用GeoServer来进行发布:

启动GeoServer,在浏览器中输入,http://localhost:8080/geoserver/web/,登录到GeoServer。

1.创建工作区

postgressql+geoserver实现路径分析

2.添加数据存储

配置数据库连接

postgressql+geoserver实现路径分析

3.添加图层

选择“配置新的SQL视图”,输入SQL语句:

postgressql+geoserver实现路径分析

SELECT * FROM pgr_fromAtoB('lproad', %x1%, %y1%, %x2%, %y2%)

验证的正则表达式:^-?[d.]+$

类型:LingString

SRID:4326

点击保存后,填入SRS,并自动计算范围

结果展示

1、wms方式加载

var viewparams = [
  'x1:' + startCoord[0], 'y1:' + startCoord[1],
  'x2:' + destCoord[0], 'y2:' + destCoord[1] 
];
params.viewparams = viewparams.join(';'); 
result = new ol.layer.Image({
  source: new ol.source.ImageWMS({
    url: ServerUrl + '/geoserver/Routing/wms',
    params: params
  })
}); 
map.addLayer(result);

2、wfs方式加载

var vectorSource = new ol.source.Vector({
  format: new ol.format.GeoJSON(),
  url: function (extent) {
    return ServerUrl + '/geoserver/wfs?service=WFS&' + 
    'version=1.1.0&request=GetFeature&typename=Routing:lproute&' +
    'outputFormat=application/json&srsname=EPSG:4326&' + 
    'bbox=' + extent.join(',') + ',EPSG:4326&' +
    'viewparams=' + viewparams.join(';');
  },
  strategy: ol.loadingstrategy.bbox
}); 
var vector = new ol.layer.Vector({
  source: vectorSource, 
}); 
map.addLayer(vector);

3、直接请求服务

var wfsurl = ServerUrl + '/geoserver/wfs?service=WFS&' +
  'version=1.1.0&request=GetFeature&typename=Routing:lproute&' +
  'outputFormat=application/json&srsname=EPSG:4326&' +
  'viewparams=' + viewparams.join(';');
$.ajax({
  url: wfsurl,
  success: function (result) {
    console.log(result);
  }
});

效果如图:
postgressql+geoserver实现路径分析

postgressql+geoserver实现路径分析

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postgressql+geoserver实现路径分析 postgressql+geoserver实现路径分析