geotools操作GeoJSON过程中的问题及相关源码(上)
GeoJSON是基于JavaScript的对象的地理信息数据格式,RFC 7946上对GeoJSON格式详细说明。一个GeoJSON对象,坐标顺序是经度在前:
{
"type":"FeatureCollection",
"features":[
{
"type":"Feature",
"properties":{
"area": 3865207830,
"text": null
},
"id":"polygon.1",
"geometry":{
"type":"Polygon",
"coordinates":[
[
[
116.19827270507814,
39.78321267821705
],
[
116.04446411132814,
39.232253141714914
],
[
116.89590454101562,
39.3831409542565
],
[
116.86981201171876,
39.918162846609455
],
[
116.19827270507814,
39.78321267821705
]
]
]
}
}
],
"crs":{
"type":"name",
"properties":{
"name":"EPSG:4326"
}
}
}
这是一个FeatureCollection对象文本,包含一个Feature要素。首先新建一个测试类,以下所有操作都在测试类的main方法中进行,先看如下代码指出的问题:
public static void main(String[] a) throws Exception {
// 坐标顺序是EAST_NORTH,即经度在前
String json = "{\"type\":\"FeatureCollection\",\"features\":[{\"type\":\"Feature\",\"properties\":{\"area\":3865207830, \"text\": null},\"id\":\"polygon.1\",\"geometry\":{\"type\":\"Polygon\",\"coordinates\":[[[116.19827270507814,39.78321267821705],[116.04446411132814,39.232253141714914],[116.89590454101562,39.3831409542565],[116.86981201171876,39.918162846609455],[116.19827270507814,39.78321267821705]]]}}],\"crs\":{\"type\":\"name\",\"properties\":{\"name\":\"EPSG:4326\"}}}";
// 指定GeometryJSON构造器,15位小数
FeatureJSON fjson_15 = new FeatureJSON(new GeometryJSON(15));
// 读取为FeatureCollection
FeatureCollection featureCollection = fjson_15.readFeatureCollection(json);
// 获取SimpleFeatureType
SimpleFeatureType simpleFeatureType = (SimpleFeatureType) featureCollection.getSchema();
// 第1个问题。坐标顺序与实际坐标顺序不符合
System.out.println(CRS.getAxisOrder(simpleFeatureType.getCoordinateReferenceSystem())); //输出:NORTH_EAST
//第2个问题。查看空间列名称
System.out.println(simpleFeatureType.getGeometryDescriptor().getLocalName()); //输出:geometry
//第3个问题。坐标精度丢失
//第4个问题。默认无坐标系和空值输出
OutputStream ostream = new ByteArrayOutputStream();
GeoJSON.write(featureCollection, ostream);
// 输出:{"type":"FeatureCollection","features":[{"type":"Feature","geometry":{"type":"Polygon","coordinates":[[[116.1983,39.7832],[116.0445,39.2323],[116.8959,39.3831],[116.8698,39.9182],[116.1983,39.7832]]]},"properties":{"area":3865207830},"id":"polygon.1"}]}
System.out.println(ostream);
// 第5个问题。坐标变换问题,由坐标顺序引发
SimpleFeatureIterator iterator = (SimpleFeatureIterator) featureCollection.features();
SimpleFeature simpleFeature = iterator.next();
Geometry geom = (Geometry) simpleFeature.getDefaultGeometry();
iterator.close();
System.out.println(geom.getArea()); // 输出:0.4043554020447081
MathTransform transform_1 = CRS.findMathTransform(CRS.decode("EPSG:4326"), CRS.decode("EPSG:3857"),true);
// 下面一行代码会报异常:Exception in thread "main" org.geotools.referencing.operation.projection.ProjectionException: Latitude 116°11.8'N is too close to a pole.
/*Geometry geom_3857 = JTS.transform(geom, transform_1);
System.out.println(geom_3857.getArea());*/
}
上述事例代码给出了将GeoJSON解析成FeatureCollection时出现的一些问题。 第1个问题是得到的FeatureCollection坐标顺序是错误的,给出的GeoJSON坐标顺序是经度(EAST)在前,geotools读取时给出了默认的坐标顺序(纬度在前),看下面的org.geotools.geojson.feature.FeatureJSON的readFeatureCollection(Object input)方法源码:
// org.geotools.geojson.feature.FeatureJSON // input可以是File,Reader,InputStream等 public FeatureCollection readFeatureCollection(Object input) throws IOException { // 新建一个DefaultFeatureCollection对象, DefaultFeatureCollection features = new DefaultFeatureCollection(null, null); // FeatureCollectionIterator实现了FeatureIterator接口,是一个内部类,用于控制从geojson文本中读取要素和坐标系等信息。 FeatureCollectionIterator it = (FeatureCollectionIterator) streamFeatureCollection(input); while(it.hasNext()) { features.add(it.next()); } if (features.getSchema() != null && features.getSchema().getCoordinateReferenceSystem() == null && it.getHandler().getCRS() != null ) { try { // 只将坐标系信息写入,即只更改了坐标系 return new ForceCoordinateSystemFeatureResults(features, it.getHandler().getCRS()); } catch (SchemaException e) { throw (IOException) new IOException().initCause(e); } } return features; }
ForceCoordinateSystemFeatureResults是FeatureCollection接口的一个子类,直接更改坐标系信息,原数据中的坐标信息不变。坐标系的生成是在org.geotools.geojson.feature.CRSHandler类中,相关代码如下:
//org.geotools.geojson.feature.CRSHandler
public boolean primitive(Object value) throws ParseException, IOException {
if (state == 2) {
try {
try {
crs = CRS.decode(value.toString()); //坐标顺序默认NORTH_EAST,与实际数据不符
}
catch(NoSuchAuthorityCodeException e) {
//try pending on EPSG
try {
crs = CRS.decode("EPSG:" + value.toString());
}
catch(Exception e1) {
//throw the original
throw e;
}
}
}
catch(Exception e) {
throw (IOException) new IOException("Error parsing " + value + " as crs id").initCause(e);
}
state = -1;
}
return true;
}
所以第1个问题可做如下修改,使坐标系正常:
String srs = CRS.lookupIdentifier(simpleFeatureType.getCoordinateReferenceSystem(),true); // 获取EPSG
featureCollection = new ForceCoordinateSystemFeatureResults(featureCollection, CRS.decode(srs, true));
再看第2个问题,空间列名称不是我们想要的"the_geom",而是"geometry",这使和另外一些数据源的FeatureCollection一起做操作时空间列不一致。相关代码在org.geotools.geojson.feature.FeatureHandler类中:
//org.geotools.geojson.feature.FeatureHandler
void addGeometryType(SimpleFeatureTypeBuilder typeBuilder, Geometry geometry) {
// 空间列名"geometry",而不是"the_geom"
typeBuilder.add("geometry", geometry != null ? geometry.getClass() : Geometry.class);
typeBuilder.setDefaultGeometry("geometry");
}
SimpleFeatureTypeBuilder类用于构建SimpleFeatureType,SimpleFeatureType描述了FeatureCollection对象属性、数据类型、坐标系等信息。第2个问题可做如下修改,使空间列变为"the_geom":
// 构建新的SimpleFeatureType
public static SimpleFeatureType retype(SimpleFeatureType oldType){
SimpleFeatureTypeBuilder typeBuilder = new SimpleFeatureTypeBuilder();
typeBuilder.init(oldType);
// the_geom
if("geometry".equals(oldType.getGeometryDescriptor().getLocalName())){
typeBuilder.remove("geometry");
typeBuilder.add("the_geom",oldType.getType("geometry").getBinding());
}
//生成新的SimpleFeatureType
return typeBuilder.buildFeatureType();
}
// 新建一个方法,用于变换feature的type
public static SimpleFeature retypeFeature(SimpleFeature feature,SimpleFeatureType newType) {
SimpleFeatureBuilder builder = new SimpleFeatureBuilder(newType);
// 遍历属性
for (AttributeDescriptor att : newType.getAttributeDescriptors()) {
Object value = feature.getAttribute(att.getName());
// 空间列
if(Geometry.class.isAssignableFrom(att.getType().getBinding())){
builder.set("the_geom", feature.getDefaultGeometry());
continue;
}
builder.set(att.getName(), value);
}
return builder.buildFeature(feature.getID());
}
在测试代码中加入如下,得到最终的FeatureCollection:
SimpleFeatureType newType = retype(simpleFeatureType);
// ListFeatureCollection是FeatureCollection的一个子类
ListFeatureCollection listFeatureCollection = new ListFeatureCollection(newType);
SimpleFeatureIterator iterator_3 = (SimpleFeatureIterator) featureCollection.features();
while (iterator_3.hasNext()){
SimpleFeature newFeature = retypeFeature(iterator_3.next(),newType);
listFeatureCollection.add(newFeature);
}
iterator_3.close();
listFeatureCollection即是最终的正确的对象。本回就介绍上述两个问题,下回介绍剩下的。
转载自:https://blog.csdn.net/aliasone/article/details/80186301