• csv2geojson


    from osgeo import ogr
    import pandas as pd
    
    def extract_single_ring( point_list_str ):
        
        ring_instance = ogr.Geometry(ogr.wkbLinearRing)
        point_list = point_list_str.split(',')      
        count = 0
        first_x = None
        first_y = None
        for item in point_list:
            # 空格分割
            str_list = item.split(' ')
            if(len(str_list) == 2):
                ring_instance.AddPoint_2D(float(str_list[0]), float(str_list[1]))
            else:
                print(str_list[0])
            
            if(count == 0):
                first_x = float(str_list[0])
                first_y = float(str_list[1])
                count = count+1
    
        ring_instance.AddPoint_2D(first_x, first_y)
        return ring_instance
        
    """
        Now I have a list of ring objects. I want to group these rings by area.
        In one area, one ring at least intersects with another. please use python. 
        finally, I want to get the grouped ring with one list that contains lists of rings.
    """
    def group_rings(ogr_ring_list):
        grouped_rings = []
        while(ogr_ring_list):
            current_ring = ogr_ring_list.pop(0)
            group = [current_ring]
            
            i = 0
            while i < len(ogr_ring_list):
                if current_ring.Intersect(ogr_ring_list[i]):
                    group.append(ogr_ring_list.pop(i))
                else:
                    i +=1
            
            grouped_rings.append(group)
        return grouped_rings
    
    if __name__ == '__main__':
        # Create a GeoJSON driver
        driver = ogr.GetDriverByName("GeoJSON")
    
        # Create a new GeoJSON data source
        data_source = driver.CreateDataSource("my_geojson_file.geojson")
    
        # Create a new layer within the data source with a specific geometry type (e.g., Point)
        layer = data_source.CreateLayer("my_layer", geom_type=ogr.wkbUnknown)
    
        # Define the layer's fields (e.g., name)
        layer.CreateField(ogr.FieldDefn("id", ogr.OFTString))
        layer.CreateField(ogr.FieldDefn("ext_path", ogr.OFTString))
        layer.CreateField(ogr.FieldDefn("pid", ogr.OFTString))
        layer.CreateField(ogr.FieldDefn("deep", ogr.OFTString))
        layer.CreateField(ogr.FieldDefn("name", ogr.OFTString))
        layer.CreateField(ogr.FieldDefn("geo_wkt", ogr.OFTString))
    
    
        map = {'id':0,'pid':1,'deep':2,'name':3,'ext_path':4,'geo':5,'polygon':6}
        df = pd.read_csv('ok_geo.csv',encoding='utf-8')
    
        #### LOOP ####
        for index, row in df.iterrows():  
            
            if(index == 0):         
                continue
            
            geo_wkt_str = None
            
            feature = ogr.Feature(layer.GetLayerDefn())
            id_str = str(row.loc['id'])
             
            feature.SetField("id", id_str)
            feature.SetField("ext_path", str(row.loc['ext_path']) )
            feature.SetField("pid", str(row.iloc[map['pid']]) )
            feature.SetField("deep", str(row.iloc[map['deep']]) )
            feature.SetField("name", str(row.iloc[map['name']]) )
            feature.SetField("geo_wkt",  f"POINT ({row.iloc[map['geo']]})" )
            
            poly_str = row.iloc[map['polygon']]
            center_str = row.iloc[map['geo']]
            
            # 關注POLY邏輯 
            poly_instance = None
            ring_instance = None
            area_type = None
            ring_temp = None
            multi_type = None
            group = None
            
            # 根据区域个数预先处理
            if ';' not in poly_str:
                poly_instance =  ogr.Geometry(ogr.wkbPolygon)
                ring_instance =  ogr.Geometry(ogr.wkbLinearRing)
                area_type =  'single'
            elif poly_str == "EMPTY":
                continue
            else:
                area_type = 'multiple'
    
            # 获取所有的环
            if( area_type == 'single'):
                # 按照逗号分割字符串
                poly_instance.AddGeometry(extract_single_ring(poly_str))       
            elif (area_type == 'multiple'):
                multi_list = poly_str.split(";")
                ogr_ring_list = []
                for ring_list in multi_list:
                    ogr_ring_list.append(extract_single_ring(ring_list))      
                
                # SORT THE LIST BY AREA
                sorted_ogr_ring_list = sorted(ogr_ring_list, key=lambda ring: ring.GetArea(), reverse= True)
                group = group_rings(sorted_ogr_ring_list)
                multi_type = 'hole_poly' if len(group) == 1 else 'multipolygon'
            
            if(multi_type == 'hole_poly'):
                # TODO deal
                poly_instance = ogr.Geometry(ogr.wkbPolygon)
                for item in group[0]:
                    poly_instance.AddGeometry(item)
            elif(multi_type == 'multipolygon'):
                # TODO deal
                poly_instance = ogr.Geometry(ogr.wkbMultiPolygon)
                single_poly_inst = ogr.Geometry(ogr.wkbPolygon)
                for poly in group:
                    for item in poly:
                        single_poly_inst.AddGeometry(item)
                    poly_instance.AddGeometry(single_poly_inst)
        
            feature.SetGeometry(poly_instance)
            layer.CreateFeature(feature) # push back the feature item 
            feature = None  # Clear the feature to reuse it
            
        # Save the changes and close the data source
        data_source = None
    
    
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  • 原文地址:https://blog.csdn.net/GreatSimulation/article/details/132987208