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import liblas
import cx_Oracle
import cx_Oracle as oci
con = oci.Connection('lidar/lidar@ubuntu.hobu.biz/crrel.local')
cur = con.cursor()
def run (operations):
import copy
ops = copy.copy(operations)
for op in ops:
try:
print op
cur.execute(op)
except cx_Oracle.DatabaseError, e:
print e
def insert_lidar(filename):
reader = liblas.file.File(filename)
i= 0
commit_frequency = 100000
sql = """INSERT INTO LIDAR_DATA (ID, GEOMETRY)
VALUES (:id,
MDSYS.SDO_GEOMETRY(3001, NULL, MDSYS.SDO_POINT_TYPE(:x,:y,:z), NULL, NULL))"""
rows = []
for p in reader:
# sql = "INSERT INTO LIDAR_DATA (ID, GEOMETRY) VALUES (%d,SDO_UTIL.FROM_WKTGEOMETRY('POINT(%.6f %.6f %.6f)'))" % (i, p.x,p.y,p.z)
# sql = "INSERT INTO LIDAR_DATA (ID, GEOMETRY) VALUES (%d, MDSYS.SDO_GEOMETRY(2001, NULL, MDSYS.SDO_POINT_TYPE(%.6f,%.6f,%.6f), NULL, NULL))" % (i,p.x,p.y,p.z)
# sql = "INSERT INTO LIDAR_DATA (ID, GEOMETRY) VALUES (%d, MDSYS.SDO_POINT_TYPE(6,8,10))"%i
row = { 'x':p.x,
'y':p.y,
'z':p.z,
'id':i}
rows.append(row)
if i %commit_frequency == 0:
cur.executemany(sql, rows)
con.commit()
rows = []
print 'commit'
i+=1
cur.executemany(sql,rows)
con.commit()
cleanup = [ "DELETE FROM BASE",
"DROP TABLE BASE",
"DROP TABLE BLKTAB",
"DROP TABLE INPTAB",
"DROP TABLE LIDAR_DATA",
"DROP TABLE RES",
"DELETE FROM USER_SDO_GEOM_METADATA WHERE TABLE_NAME='BASE'",
"DROP TABLE RESTST",
"DELETE FROM HOBU",
"DROP TABLE HOBU",
"DROP TABLE hobures",
"DROP TABLE FOO",
"DELETE FROM USER_SDO_GEOM_METADATA WHERE TABLE_NAME='FOO'",
"DROP INDEX hobu_cloud_idx"
]
run(cleanup)
creation = [ 'CREATE TABLE LIDAR_DATA (ID NUMBER, GEOMETRY SDO_GEOMETRY)',
]
run(creation)
filename = '/Users/hobu/svn/liblas/trunk/test/data/TO_core_last_zoom.las'
insert_lidar(filename)
inptab = ["""
CREATE TABLE inptab NOLOGGING AS
SELECT TO_CHAR(a.id) rid,
a.geometry.sdo_point.x val_d1,
a.geometry.sdo_point.y val_d2,
a.geometry.sdo_point.z val_d3
FROM lidar_data a
"""]
run(inptab)
base = ["""
create table base (pc sdo_pc)"""]
run(base)
blocktab = ["""
create table blktab as select * from mdsys.sdo_pc_blk_table"""]
run(blocktab)
res = ["""
create table res (ptn_id number, point_id number,
rid varchar2(24), val_d1 number, val_d2 number, val_d3 number)"""]
run(res)
truncates = ["""truncate table res""","truncate table blktab"]
run(truncates)
init = [
"""insert into base values (sdo_pc_pkg.init(
'BASE', -- Table that has the SDO_POINT_CLOUD column defined
'PC', -- Column name of the SDO_POINT_CLOUD object
'BLKTAB', -- Table to store blocks of the point cloud
'blk_capacity=50', -- max # of points per block
mdsys.sdo_geometry(2003, 8307, null,
mdsys.sdo_elem_info_array(1,1003,3),
mdsys.sdo_ordinate_array(-180, -90, 180, 90)), -- Extent
0.5, -- Tolerance for point cloud
3, -- Total number of dimensions
null))
"""]
code ="""
declare
pc sdo_pc;
begin
-- Initialize the Point Cloud object.
pc := sdo_pc_pkg.init(
'BASE', -- Table that has the SDO_POINT_CLOUD column defined
'PC', -- Column name of the SDO_POINT_CLOUD object
'BLKTAB', -- Table to store blocks of the point cloud
'blk_capacity=20000', -- max # of points per block
mdsys.sdo_geometry(2003, 8307, null,
mdsys.sdo_elem_info_array(1,1003,3),
mdsys.sdo_ordinate_array(630250.00,4834500.00,630500.00,4834750.00)), -- Extent
0.5, -- Tolerance for point cloud
3, -- Total number of dimensions
null);
-- Insert the Point Cloud object into the "base" table.
insert into base values (pc);
-- Create the blocks for the point cloud.
sdo_pc_pkg.create_pc(
pc, -- Initialized PointCloud object
'INPTAB', -- Name of input table to ingest into the pointcloud
'RES' -- Name of output table that stores the points (with ptn_id,pt_id)
);
end;"""
run([code])
con.commit()
code = """
create table restst as select * from mdsys.sdo_pc_blk_table
"""
run([code])
code ="""
declare
inp sdo_pc;
begin
select pc INTO inp from base where rownum=1;
insert into restst
select * from
table(sdo_pc_pkg.clip_pc
(
inp, -- Input Point Cloud object
sdo_geometry(2003, 8307, null,
mdsys.sdo_elem_info_array(1, 1003, 3),
mdsys.sdo_ordinate_array(630355, 4834609,630395, 4834641)), -- Query
null, null, null, null));
end;
"""
# -- 630355 4834609 630395 4834641
# mdsys.sdo_ordinate_array(630355, 630395, 4834609,4834641)), -- Query
#
# -- mdsys.sdo_ordinate_array(-74.1, -73.9, 39.99999,40.00001)), -- Query
run([code])
sql = "select num_points, blk_id from restst order by blk_id"
cur.execute(sql)
for i in cur.fetchall():
print i
sql = "select NUM_POINTS, POINTS from blktab where blk_id=10"
cur.execute(sql)
num, pts = cur.fetchone()
data = pts.read()
import struct
# big-endian DOUBLE, DOUBLE, DOUBLE, LONG, LONG
format = '>dddll'
size = struct.calcsize(format)
for i in xrange(num):
rng = size*i,size*(i+1)
# print rng
d = struct.unpack(format,data[size*i:size*(i+1)])
con.commit()
code = ["create table foo as select * from blktab",
"create table hobures as select * from mdsys.sdo_pc_blk_table"]
run(code)
base = ["""
create table HOBU (CLOUD sdo_pc)"""]
run(base)
code = """
INSERT INTO user_sdo_geom_metadata VALUES (
'foo',
'blk_extent',
MDSYS.SDO_DIM_ARRAY(
MDSYS.SDO_DIM_ELEMENT('X', 630250.000000, 630500.000000, 0.05),
MDSYS.SDO_DIM_ELEMENT('Y', 4834500, 4834750, 0.05)),
8307)
"""
#MDSYS.SDO_DIM_ELEMENT('Z', 46.830000, 170.650000, 0.05)),
run([code])
index=["""CREATE INDEX hobu_cloud_idx ON foo (blk_extent)
INDEXTYPE IS MDSYS.SPATIAL_INDEX"""]
run(index)
code ="""
declare
pc sdo_pc;
begin
-- Initialize the Point Cloud object.
pc := sdo_pc_pkg.init(
'HOBU', -- Table that has the SDO_POINT_CLOUD column defined
'CLOUD', -- Column name of the SDO_POINT_CLOUD object
'FOO', -- Table to store blocks of the point cloud
'blk_capacity=20000', -- max # of points per block
mdsys.sdo_geometry(2003, 8307, null,
mdsys.sdo_elem_info_array(1,1003,3),
mdsys.sdo_ordinate_array(630250.00,4834500.00,630500.00,4834750.00)), -- Extent
0.5, -- Tolerance for point cloud
3, -- Total number of dimensions
null);
-- Insert the Point Cloud object into the "base" table.
insert into hobu values (pc);
end;"""
run([code])
con.commit()
code ="""
declare
inp sdo_pc;
begin
select cloud INTO inp from HOBU where rownum=1;
insert into hobures
select * from
table(sdo_pc_pkg.clip_pc
(
inp, -- Input Point Cloud object
sdo_geometry(2003, 8307, null,
mdsys.sdo_elem_info_array(1, 1003, 3),
mdsys.sdo_ordinate_array(630355, 4834609,630395, 4834641)), -- Query
null, null, null, null));
end;
"""
# -- 630355 4834609 630395 4834641
# mdsys.sdo_ordinate_array(630355, 630395, 4834609,4834641)), -- Query
#
# -- mdsys.sdo_ordinate_array(-74.1, -73.9, 39.99999,40.00001)), -- Query
run([code])
sql = "select num_points, blk_id from hobures order by blk_id"
cur.execute(sql)
for i in cur.fetchall():
print i
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