EntryDataVacuate.py 23.5 KB
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from osgeo.ogr import *
from osgeo import ogr
from osgeo import gdal
import os
import uuid
import shutil
from app.modules.data.models import *
from app.util.component.PGUtil import PGUtil
from app.util.component.StructurePrint import StructurePrint
from sqlalchemy.orm import Session
import configure
import traceback
import copy
from app.util.component.GeometryAdapter import GeometryAdapter
from app.util.component.VacuateConf import VacuateConf
import datetime
class EntryDataVacuate:

    def entry(self,parameter):

        # 初始化任务
        this_task = ThisTask(parameter)
        this_task.write_process("入库任务初始化...")

        # 数据路径,用作删除
        _data_path=None
        try:
            metas: list = parameter.get("meta")

            # 总的入库是否成功
            is_success=True

            this_task.update({"process": "入库中"})

            # 开始入库事务
            this_task.start()

            # 多个文件依次入库
            for meta in metas:
                #设置编码
                encoding = parameter.get("encoding")
                if encoding and encoding in ["GBK","gbk","UTF-8","utf-8"]:
                    gdal.SetConfigOption("SHAPE_ENCODING",encoding)
                else:
                    gdal.SetConfigOption("SHAPE_ENCODING", "GBK")

                #如果包含cpg文件,优先使用cpg文件中声明的编码
                encoding_cpg = meta.get("encoding")
                if encoding_cpg:
                    gdal.SetConfigOption("SHAPE_ENCODING", encoding_cpg)

                data_path = meta.get("data_path")

                #设定删除路径
                if not _data_path:
                    _data_path=data_path


                if not data_path:
                    raise Exception("数据错误!")
                # 分为shp和gdb 2种录入形式

                if data_path.endswith("shp"):
                    is_success_one,new_layer_name = self.entry_shp(data_path,this_task,meta)
                else:
                    is_success_one,new_layer_names = self.entry_gdb(data_path,this_task,meta)

                #如果其中一个失败,总的入库就失败
                if not is_success_one:
                    is_success=False

            this_task.write_process("数据入库结束。")

            if is_success:
                # 更新任务为成功任务
                this_task.update({"state": 1,"process":"入库完成","update_time": datetime.datetime.now()})
                try:
                    this_task.commit()
                except:
                    raise Exception("可能编码出错!")
            else:
                # 更新任务为失败任务
                this_task.update({"state": -1, "process": "入库失败", "update_time": datetime.datetime.now()})
                # rollback
                this_task.rollback()

        except Exception as e:
            StructurePrint().print("herehere")
            this_task.write_process("{} 任务结束!".format(e.__str__()))
            this_task.update({"state": -1, "process": "入库失败", "update_time": datetime.datetime.now()})
            StructurePrint().print(e.__str__(),"ERROR")
            # rollback
            this_task.rollback()
        finally:
            this_task.end()
            try:
                file_tmp_path = os.path.join(_data_path.split("file_tmp")[0],"file_tmp")
                dir_path = os.path.dirname(_data_path)
                i=0
                while not os.path.dirname(dir_path).__eq__(file_tmp_path) and i<30:
                    dir_path = os.path.dirname(dir_path)
                    i+=1
                if i<30:
                    shutil.rmtree(dir_path,True)
                    StructurePrint().print("删除文件成功!")
                else:
                    raise Exception("找不到文件!")

            except Exception as e:
                StructurePrint().print(e.__str__(), "ERROR")
                StructurePrint().print("删除文件失败!","ERROR")


    def entry_shp(self,data_path,this_task,meta):
        '''
        录入shp
        :param data_path:
        :return:
        '''

        driver: Driver = ogr.GetDriverByName("ESRI Shapefile")
        ds: DataSource = driver.Open(data_path, 0)
        if not ds:
            raise Exception("打开数据失败!")
        layer: Layer = ds.GetLayer(0)

        is_success_one, new_layer_name =self.entry_one_layer(layer, this_task,meta)
        ds.Destroy()
        return is_success_one, new_layer_name

    def entry_gdb(self,data_path,this_task,meta):
        '''
        录入gdb
        :param data_path:
        :return:
        '''

        is_successes = []
        new_layer_names=[]
        driver: Driver = ogr.GetDriverByName("OpenFileGDB")
        ds: DataSource = driver.Open(data_path, 0)
        if not ds:
            raise Exception("打开数据失败!")


        for i in range(ds.GetLayerCount()):

            layer: Layer = ds.GetLayer(i)
            if layer.GetName() not in meta.get("layer").keys():
                continue
            is_success, new_layer_name = self.entry_one_layer(layer,this_task,meta)
            new_layer_names.append(new_layer_name)
            is_successes.append(is_success)
        ds.Destroy()
        if is_successes.__contains__(False):
            return False,new_layer_names
        else:
            return True,new_layer_names

    def entry_one_layer(self,layer: Layer,this_task,meta):


        new_layer_name = None
        vacuate_process= None
        vacuate = int(this_task.parameter.get("vacuate", 0))
        success = True
        table_guid = uuid.uuid1().__str__()
        try:
            # 图层设置
            parameter = this_task.parameter



            overwrite = parameter.get("overwrite") if parameter.get("overwrite") is not None and parameter.get("overwrite")=="yes" else "no"
            geom_name = parameter.get("geom_name") if parameter.get("geom_name") is not None else "geom"
            fid =  parameter.get("fid") if parameter.get("fid") is not None else "fid"

            options = ["OVERWRITE={}".format(overwrite), "FID={}".format(fid), "GEOMETRY_NAME={}".format(geom_name),"PRECISION=NO","LAUNDER=NO"]

            # 将线/面转多线多面
            geom_type = GeometryAdapter.change_geom_type(layer.GetGeomType())

            # 更改图层名
            change_name = False
            origin_name = layer.GetName()

            # 新图层名
            new_layer_name: str = meta.get("layer").get(origin_name)

            origin_name = new_layer_name
            no = 1
            while overwrite.__eq__("no") and this_task.pg_ds.GetLayerByName(new_layer_name) :
                change_name=True
                new_layer_name = origin_name+"_{}".format(no)
                no+=1

            if change_name:
                this_task.write_process("{}图层已存在,更名为{}入库".format(origin_name, new_layer_name))


            this_task.write_process("{}图层正在入库...".format(new_layer_name))

            pg_layer: Layer = this_task.pg_ds.CreateLayer(new_layer_name, layer.GetSpatialRef(), geom_type, options)

            # 复制原图层的属性
            # 去掉fid的属性
            schema = [sche for sche in layer.schema if not sche.name.__eq__(fid)]
            pg_layer.CreateFields(schema)

            #创建抽稀过程
            if vacuate:
                vacuate_process = VacuateProcess(layer,table_guid,options)

            count =0

            for feature in layer:
                count+=1
                if count%10000==0:
                    StructurePrint().print("{}图层已入库{}个对象".format(new_layer_name,count))
                    # print(time.time()-this_time)
                    #this_time=time.time()
                geo :Geometry = feature.GetGeometryRef()
                # 如果是空对象不录入
                if geo is not None:
                    if geo.IsEmpty():
                        this_task.write_process("FID:{}要素的空间字段为空,跳过该要素!".format(feature.GetFID()))
                        StructurePrint().print("FID:{}要素的空间字段为空,跳过该要素!".format(feature.GetFID()),"WARN")
                        continue

                out_feature: Feature = copy.copy(feature)
                out_geom = None
                if geo is not None:
                    out_geom:Geometry = GeometryAdapter.change_geom(geo, geom_type)
                    out_feature.SetGeometry(out_geom)
                # 出现fid为0经常有问题
                out_feature.SetFID(out_feature.GetFID() + 1)
                pg_layer.CreateFeature(out_feature)

                #插入抽稀图层
                if out_geom is not None and vacuate:
                    vacuate_process.vacuate(out_geom)

            # 注册图层信息
            # 是否抽吸过
            if vacuate:
                is_vacuate = 1 if vacuate_process.max_level>0 else 0
            else:
                is_vacuate = 0

            this_task.register_table(pg_layer,parameter.get("creator"),is_vacuate,table_guid)

            # 注册抽稀表
            if vacuate:
                this_task.register_table_vacuate(table_guid,vacuate_process.vacuate_layers)

            this_task.write_process("{}图层入库成功。".format(new_layer_name))

        except Exception as e:

            this_task.write_process("{}入库失败,数据回滚!原因:{}".format(new_layer_name,e.__str__()))
            StructurePrint().print("{}入库失败,数据回滚!原因:{}".format(new_layer_name,e.__str__()), "error")
            print(traceback.format_exc())
            # 抽稀回滚
            if vacuate:
                vacuate_process.rollback()
            success =False

        finally:
            if vacuate:
                vacuate_process.end()
            pass
        return success,new_layer_name



class ThisTask:

    def __init__(self, parameter):
        try:
            # 该任务事务的连接
            self.sys_session: Session = PGUtil.get_db_session(configure.SQLALCHEMY_DATABASE_URI)
            # 专门的写过程的连接
            self.process_session: Session = PGUtil.get_db_session(configure.SQLALCHEMY_DATABASE_URI)

        except Exception as e:
            raise Exception("打开数据库失败!")
        self.parameter = parameter

        self.task = self.process_session.query(Task).filter_by(guid=parameter.get("task_guid"))

        self.database = self.sys_session.query(Database).filter_by(
            guid=parameter.get("database_guid")).one_or_none()

        self.catalog_guid = parameter.get("catalog_guid")

        self.pg_ds: DataSource = PGUtil.open_pg_data_source(1, DES.decode(self.database.sqlalchemy_uri))


    def start(self):
        self.pg_ds.StartTransaction()

    def update(self, update_dict):
        self.task.update(update_dict)
        self.process_session.commit()

    def write_process(self, message):
        message = "{} {}".format(datetime.datetime.now().strftime('%Y-%m-%d %H:%M:%S'), message)
        task_process_guid = uuid.uuid1().__str__()
        task_process = Process(guid=task_process_guid, message=message, time=datetime.datetime.now(),
                               task_guid=self.parameter.get("task_guid"))
        self.process_session.add(task_process)
        self.process_session.commit()

    def register_table(self, layer: Layer,creator,is_vacuate,table_guid):
        '''
        注册表
        :param layer: 图层
        :param new_layer_name: 图层名
        :return: 表名
        '''

        this_time = datetime.datetime.now()

        ext = layer.GetExtent()
        if ext[0] < 360:
            ext = [round(e, 6) for e in ext]
        else:
            ext = [round(e, 2) for e in ext]

        geom_type = GeometryAdapter.get_geometry_type(layer)

        extent = "{},{},{},{}".format(ext[0], ext[1], ext[2], ext[3])

        table = Table(guid=table_guid,
                      database_guid=self.database.guid,
                      creator=creator,
                      # name=new_layer_name,
                      name=layer.GetName(),
                      create_time=this_time, update_time=this_time,
                      catalog_guid=self.catalog_guid, table_type=GeometryAdapter.get_table_type(geom_type),
                      extent=extent,
                      feature_count=layer.GetFeatureCount(),
                      is_vacuate=is_vacuate
                      )
        # 删除遗留业务数据
        try:
            history_table = self.sys_session.query(Table).filter_by(name=layer.GetName(),database_guid=self.database.guid).all()
        except:
            self.sys_session: Session = PGUtil.get_db_session(configure.SQLALCHEMY_DATABASE_URI)
            history_table = self.sys_session.query(Table).filter_by(name=layer.GetName(),database_guid=self.database.guid).all()

        if history_table:
            for ht in history_table:
                self.sys_session.delete(ht)
        self.sys_session.add(table)

        feature_defn: FeatureDefn = layer.GetLayerDefn()

        for i in range(feature_defn.GetFieldCount()):

            field_defn: FieldDefn = feature_defn.GetFieldDefn(i)
            field_name = field_defn.GetName()

            field_alias = field_name if field_defn.GetAlternativeName() is None or field_defn.GetAlternativeName().__eq__(
                "") else field_defn.GetAlternativeName()

            column = Columns(guid=uuid.uuid1().__str__(), table_guid=table_guid,
                             name=field_name, alias=field_alias, create_time=this_time, update_time=this_time)

            self.sys_session.add(column)
        return table_guid


    def register_table_vacuate(self,table_guid,vacuate_layers:dict):

        # 抽稀表有固定的命名规则
        for level,layer in vacuate_layers.items():
            pixel_distance_str:str=layer.GetName().split("_")[-1]
            lev = layer.GetName().split("_")[-2]

            if pixel_distance_str.startswith("0"):
                pixel_distance_str="0.{}".format(pixel_distance_str)

            pixel_distance = float(pixel_distance_str)

            table_vacuate = TableVacuate(guid=uuid.uuid1().__str__(),
                                         table_guid=table_guid,
                                         level=int(lev),
                                         name=layer.GetName(),
                                         pixel_distance=pixel_distance)
            self.sys_session.add(table_vacuate)


    def commit(self):
        if self.sys_session:
            self.sys_session.commit()
        if self.pg_ds:
            self.pg_ds.CommitTransaction()
        if self.process_session:
            self.process_session.commit()


    def end(self):
        if self.sys_session:
            self.sys_session.close()
        if self.pg_ds:
            self.pg_ds.Destroy()
        if self.process_session:
            self.process_session.close()

    def rollback(self):
        if self.sys_session:
            self.sys_session.rollback()
        if self.pg_ds:
            self.pg_ds.RollbackTransaction()



class VacuateProcess:

    max_level=0
    fill_dict={}
    vacuate_layers={}
    vacuate_layers_gridsize={}
    pg_ds_dict = {}
    # 图层要素大于5W才抽稀
    least_vacuate_count = VacuateConf.least_vacuate_count

    extent=[]
    is_spatial=False

    lonlat_gridsize = VacuateConf.lonlat_gridsize
    project_gridsize = VacuateConf.project_gridsize

    # 该抽稀过程使用的grid_size
    t_grid_size = []

    # 该抽稀过程的抽稀网格
    this_gridsize=[]


    def __init__(self,layer:Layer,table_guid, options,sqlalchemy_uri):

        #是空间图层才初始化
        if layer.GetExtent()[0] > 0 or layer.GetExtent()[0] < 0:

            self.is_spatial=True

            # 判断需要抽稀多少级

            lc = layer.GetFeatureCount()
            extent = layer.GetExtent()
            self.extent=extent

            #判断疏密程度
            p_x = (extent[1]-extent[0])/10.0
            p_y = (extent[3] - extent[2]) / 10.0
            fill_precent=0
            StructurePrint().print("判断疏密")
            for ix in range(10):
                for iy in range(10):
                    grid_extent = [extent[0]+ix*p_x,extent[0]+ix*p_x+p_x,extent[2]+iy*p_y,extent[2]+iy*p_y+p_y]
                    poly = GeometryAdapter.envelop_2_polygon(grid_extent)

                    layer.SetSpatialFilter(None)
                    layer.SetSpatialFilter(poly)
                    layer.ResetReading()
                    if layer.GetNextFeature():
                        fill_precent += 1

            print(fill_precent)
            StructurePrint().print("判断疏密结束")

            layer.SetSpatialFilter(None)
            layer.ResetReading()
            # 固有疏密程度
            original_density=8

            if extent[0]>180:
                self.t_grid_size=self.project_gridsize
            else:
                self.t_grid_size = self.lonlat_gridsize

            for grid_size in self.t_grid_size:
                # 最少抽稀个数
                if lc > self.least_vacuate_count:
                    # 网格数至少大于
                    if ((extent[1] - extent[0]) * (extent[3] - extent[2])) / (grid_size**2)>self.least_vacuate_count:
                        # 要素数量大于网格数量
                        # 要考虑图层的疏密程度,original_density*(100.0/fill_precent) 为疏密指数
                        if lc * original_density * (100.0/fill_precent)>((extent[1] - extent[0])*(extent[3] - extent[2]))/(grid_size**2) :
                            print(grid_size)
                            self.this_gridsize.append(grid_size)
                            self.max_level += 1



            # 创建抽稀ds
            for l in range(self.max_level):
                # pg_ds_l: DataSource = PGUtil.open_pg_data_source(1, DES.decode(sqlalchemy_uri))
                if configure.VACUATE_DB_URI:
                    pg_ds_l: DataSource = PGUtil.open_pg_data_source(1, configure.VACUATE_DB_URI)
                else:
                    pg_ds_l: DataSource = PGUtil.open_pg_data_source(1, DES.decode(sqlalchemy_uri))
                pg_ds_l.StartTransaction()
                self.pg_ds_dict[l] = pg_ds_l

            # 生成抽稀图层
            options = options[1:]
            options.append("OVERWRITE=yes")
            options.append("LAUNDER=no")

            schema = layer.schema
            # 增加统计字段
            schema.append(ogr.FieldDefn("_dcigrid_count_", ogr.OFTInteger))
            schema.append(ogr.FieldDefn("_dcigrid_name_", ogr.OFTString))

            for l in range(self.max_level):
                this_grid_len = self.this_gridsize[l]

                self.vacuate_layers_gridsize[l] = this_grid_len

                pg = self.pg_ds_dict[l]

                grid_name = str(this_grid_len)
                if this_grid_len<1:
                    grid_name = str(this_grid_len).split(".")[-1]
                    if this_grid_len.__eq__(0.00008):
                        grid_name = "00008"

                # 抽稀图层是点面混合的
                # 抽稀表有固定的命名规则
                # 抽稀表一定要覆盖


                print("{}:{}".format(self.t_grid_size.index(this_grid_len),this_grid_len))


                v_ln = "z{}_vacuate_{}_{}".format(table_guid, self.t_grid_size.index(this_grid_len), grid_name)
                vl = pg.CreateLayer(v_ln, layer.GetSpatialRef(),ogr.wkbUnknown, options)
                # 抽稀表需要属性
                vl.CreateFields(schema)
                self.vacuate_layers[l] = vl

            #创建抽稀关系表

        else:
            pass


    def vacuate(self,g,feature):

        if self.is_spatial:

            # 插入到所有抽稀图层中
            for level in range(self.max_level):

                center: Geometry = g.Centroid()

                extent = g.GetEnvelope()
                long_extent= extent[1]-extent[0]
                lat_extent = extent[3]-extent[2]

                this_grid_len =self.vacuate_layers_gridsize[level]
                #超大的直接加入
                # if long_extent > 10*this_grid_len or lat_extent >10*this_grid_len:
                #     vacuate_layer: Layer = self.vacuate_layers.get(level)
                #     feat = ogr.Feature(vacuate_layer.GetLayerDefn())
                #     feat.SetGeometry(g)
                #     vacuate_layer.CreateFeature(feat)
                # else:

                row = int((center.GetY() - self.extent[2]) / this_grid_len)
                col = int((center.GetX() - self.extent[0]) / this_grid_len)
                key = "{}.{}.{}".format(level, row, col)

                if not self.fill_dict.get(key):
                    self.fill_dict[key] = 0
                if self.fill_dict[key] == 0:

                    vacuate_layer: Layer = self.vacuate_layers.get(level)
                    feat = ogr.Feature(vacuate_layer.GetLayerDefn())
                    # 如果图形比网格小,直接存储其中心点
                    if this_grid_len>long_extent and this_grid_len>lat_extent:
                        feat.SetGeometry(center)
                    else:
                        feat.SetGeometry(g)

                    # 复制旧feature属性
                    field_dict = feature.items()
                    for field_name in field_dict:
                        feat.SetField(field_name, field_dict[field_name])
                    feat.SetField("_dcigrid_name_",".".join(key.split(".")[1:]))

                    vacuate_layer.CreateFeature(feat)
                    self.fill_dict[key] += 1
                #超大的还有机会
                elif (long_extent > 10*this_grid_len or lat_extent >10*this_grid_len) and self.fill_dict[key]<5:
                    vacuate_layer: Layer = self.vacuate_layers.get(level)
                    feat = ogr.Feature(vacuate_layer.GetLayerDefn())
                    feat.SetGeometry(g)

                    # 复制旧feature属性
                    field_dict = feature.items()
                    for field_name in field_dict:
                        feat.SetField(field_name, field_dict[field_name])
                    feat.SetField("_dcigrid_name_",".".join(key.split(".")[1:]))

                    vacuate_layer.CreateFeature(feat)
                    self.fill_dict[key] += 1
                else:
                    self.fill_dict[key] += 1

    def set_vacuate_count(self):
        if self.is_spatial:
            # 插入到所有抽稀图层中
            for level in range(self.max_level):
                vacuate_layer: Layer = self.vacuate_layers.get(level)
                for feat in vacuate_layer:
                    key = "{}.{}".format(level,feat.GetField("_dcigrid_name_"))
                    feat.SetField("_dcigrid_count_",self.fill_dict.get(key))
                    vacuate_layer.SetFeature(feat)

    def end(self):
        for pg in self.pg_ds_dict.values():
            pg.Destroy()

    def rollback(self):
        for pg in self.pg_ds_dict.values():
            pg.RollbackTransaction()