table_vacuate.py
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# author: 4N
# createtime: 2021/1/27
# email: nheweijun@sina.com
import datetime
import traceback
import multiprocessing
import uuid
import configure
from ..models import Table, Database, Task,db,TableVacuate,Process,DES
from app.util.component.ApiTemplate import ApiTemplate
from app.util.component.StructurePrint import StructurePrint
from app.util.component.PGUtil import PGUtil
from app.util.component.VacuateConf import VacuateConf
from app.util.component.GeometryAdapter import GeometryAdapter
from app.util.component.TaskController import TaskController
from app.util.component.TaskWriter import TaskWriter
from osgeo.ogr import DataSource,Layer,Geometry
from osgeo import ogr
from app.util.component.UserCheck import UserCheck
import copy
class Api(ApiTemplate):
api_name = "数据抽稀"
def process(self):
res = {}
res["data"] = {}
db_session = None
try:
table_guid = self.para.get("guid")
table: Table = Table.query.filter_by(guid=table_guid).one_or_none()
if not table:
raise Exception("数据不存在!")
#验证权限
UserCheck.verify(table.creator)
pg_ds :DataSource= PGUtil.open_pg_data_source(0,DES.decode(table.relate_database.sqlalchemy_uri))
layer = pg_ds.GetLayerByName(table.name)
# 判断图层是否存在
if not layer:
raise Exception("图层不存在!")
# 判断用户权限
db_tuple = PGUtil.get_info_from_sqlachemy_uri(DES.decode(table.relate_database.sqlalchemy_uri))
if not PGUtil.check_table_privilege(table.name,"SELECT",db_tuple[0],pg_ds):
raise Exception("用户{}对表{}没有select权限!".format(db_tuple[0],table.name))
if pg_ds:
pg_ds.Destroy()
if Task.query.filter_by(table_guid=table_guid,state=0).one_or_none() or table.is_vacuate==2:
res["result"] = False
res["msg"] = "矢量金字塔构建中!"
return res
if table.table_type==0:
res["result"] = False
res["msg"] = "非空间表!"
return res
# 初始化task
task_guid = uuid.uuid1().__str__()
vacuate_process = multiprocessing.Process(target=self.task,args=(table,task_guid))
vacuate_process.start()
task = Task(guid=task_guid,
name="矢量金字塔 | {}".format(table.name),
table_guid=table_guid,
create_time=datetime.datetime.now(),
state=0,
task_type=2,
creator=self.para.get("creator"),
file_name=None,
database_guid=table.database_guid,
process="构建中",
task_pid= vacuate_process.pid
# parameter=",".join([str(x) for x in ref_grids])
)
db.session.add(task)
db.session.commit()
res["msg"] = "矢量金字塔构建已提交!"
res["data"] = task_guid
res["result"] = True
except Exception as e:
raise e
finally:
if db_session:
db_session.close()
return res
def task(self,table,task_guid):
task_writer = None
pg_session = None
pg_ds = None
vacuate_process = None
try:
#任务控制,等待执行
TaskController.wait(task_guid)
task_writer = TaskWriter(task_guid)
task_writer.update_table(table.guid,{"is_vacuate": 2, "update_time": datetime.datetime.now()})
task_writer.update_task({"state":2,"process":"构建中"})
task_writer.update_process("开始构建...")
database = task_writer.session.query(Database).filter_by(guid=table.database_guid).one_or_none()
database_sqlalchemy_uri = str(database.sqlalchemy_uri)
pg_session = PGUtil.get_db_session(DES.decode(database.sqlalchemy_uri))
pg_ds :DataSource= PGUtil.open_pg_data_source(0,DES.decode(database.sqlalchemy_uri))
#删除原有数据
tvs = task_writer.session.query(TableVacuate).filter_by(table_guid=table.guid).all()
for tv in tvs :
task_writer.session.delete(tv)
task_writer.session.commit()
# 创建抽稀过程
options = ["OVERWRITE=yes", "GEOMETRY_NAME={}".format(PGUtil.get_geo_column(table.name,pg_session)),
"PRECISION=NO"]
layer = pg_ds.GetLayerByName(table.name)
vacuate_process:VacuateProcess = VacuateProcess(layer, table.guid, options,database_sqlalchemy_uri)
count = 0
for feature in layer:
geo = feature.GetGeometryRef()
#插入抽稀图层
if geo is not None:
vacuate_process.vacuate(geo,feature)
count += 1
if count%10000==0:
StructurePrint().print("{}图层已抽稀{}个对象".format(table.name, count))
#vacuate_process.set_vacuate_count()
#新增
if configure.VACUATE_DB_URI:
user, passwd, host, port, datab = PGUtil.get_info_from_sqlachemy_uri(configure.VACUATE_DB_URI)
else:
user, passwd, host, port, datab = PGUtil.get_info_from_sqlachemy_uri(DES.decode(database_sqlalchemy_uri))
connectstr = "hostaddr={} port={} dbname='{}' user='{}' password='{}'".format(host, port, datab, user,
passwd)
for l in range(vacuate_process.max_level):
lev = vacuate_process.t_grid_size.index(vacuate_process.this_gridsize[l])
table_vacuate = TableVacuate(guid=uuid.uuid1().__str__(),
table_guid=table.guid,
level=lev,
name=vacuate_process.vacuate_layers[l].GetName(),
pixel_distance=vacuate_process.this_gridsize[l],
connectstr=DES.encode(connectstr))
task_writer.session.add(table_vacuate)
task_writer.update_task({"state":1,"update_time":datetime.datetime.now(),"process": "构建完成"})
task_writer.update_table(table.guid, {"is_vacuate": 1, "update_time": datetime.datetime.now()})
task_writer.update_process("构建完成!")
except Exception as e:
try:
task_writer.update_task({"state": -1,"update_time":datetime.datetime.now(),"process": "构建失败"})
task_writer.update_table(table.guid, {"is_vacuate": 0, "update_time": datetime.datetime.now()})
task_writer.update_process( e.__str__())
task_writer.update_process("任务中止!")
task_writer.session.commit()
if vacuate_process:
vacuate_process.rollback()
StructurePrint().print(traceback.format_exc())
except Exception as ee:
StructurePrint().print(traceback.format_exc())
finally:
try:
task_writer.close()
if vacuate_process:
vacuate_process.end()
if pg_session:
pg_session.close()
if pg_ds:
pg_ds.Destroy()
except Exception as e:
StructurePrint.print(traceback.format_exc())
api_doc = {
"tags": ["管理接口"],
"parameters": [
{"name": "guid",
"in": "formData",
"type": "string",
"description": "表guid", "required": "true"},
{"name": "creator",
"in": "formData",
"type": "string",
"description": "创建者"}
],
"responses": {
200: {
"schema": {
"properties": {
}
}
}
}
}
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()
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 * VacuateConf.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):
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
else:
pass
def vacuate(self,g,feature):
if self.is_spatial:
feat = copy.copy(feature)
# 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]
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:
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()