SpacetySliceTools/PredictProcessRaster.py

176 lines
7.7 KiB
Python

import numpy as np
import os
from glob import glob
from pathlib import Path
from multiprocessing import Pool
import hashlib # md5
import time
import shutil
import datetime
########################################################
# 函数区
########################################################
spacetySliceEnvPathExEPath=r"d:\ProgramData\anaconda3\envs\spacetySliceEnv\python.exe"
def find_tif_files_pathlib(directory):
"""
使用pathlib.Path.rglob递归查找指定目录下所有.tif和.tiff文件
参数:
directory (str): 要搜索的根目录路径
返回:
list: 包含所有找到的.tif/.tiff文件完整路径的列表
"""
path = Path(directory)
# 使用rglob递归匹配所有.tif和.tiff文件
tif_files = list(path.rglob('*.tif')) + list(path.rglob('*.tiff'))
seemname=set()
tiffpaths=[]
for tiffpath in tif_files:
tiffpath =str(tiffpath)
rootname = Path(tiffpath).stem
if rootname not in seemname:
seemname.add(rootname)
tiffpaths.append(tiffpath)
# 将Path对象转换为字符串路径
return [str(file) for file in tiffpaths]
def find_shp_files_pathlib(directory):
"""
使用pathlib.Path.rglob递归查找指定目录下所有.tif和.tiff文件
参数:
directory (str): 要搜索的根目录路径
返回:
list: 包含所有找到的.tif/.tiff文件完整路径的列表
"""
path = Path(directory)
# 使用rglob递归匹配所有.tif和.tiff文件
tif_files = list(path.rglob('*.shp'))
# 将Path对象转换为字符串路径
return [str(file) for file in tif_files]
def preProcessTiFF(tiffpath,preFolderPath):
file_path = Path(tiffpath)
directory_path = str(file_path.resolve().parent.name)
rootname=Path(tiffpath).stem
outpngpath=os.path.join(preFolderPath,"I"+directory_path+"_"+rootname+'.png')
programpath=r"R:\TYSAR-德清院\A-预处理-未标注\A0-算法版本\AA\SpacetySliceDataTools\tools\SpacetyTIFFDataStretch2PNG_AB.py"
# cmdtxt=r"{} {} -i {} -o {} --filemode --SquareRoot".format(spacetySliceEnvPathExEPath,programpath,tiffpath,outpngpath)
cmdtxt=r"{} {} -i {} -o {} --slicemode --SquareRoot".format(spacetySliceEnvPathExEPath,programpath,tiffpath,preFolderPath) # 直接切片
if os.system(cmdtxt) ==2:
print("sucess:",cmdtxt)
return "sucess: {}".format(cmdtxt)
else:
print("failed:",cmdtxt)
return "failed: {}".format(cmdtxt)
pass
def moveDir(srcfolderPath,targetfolderPath):
try:
shutil.copytree(srcfolderPath,targetfolderPath,dirs_exist_ok=True)
print("sucess: copy ", srcfolderPath,targetfolderPath )
shutil.rmtree(srcfolderPath)
print("sucess: rmtree ", srcfolderPath)
return "sucess: copy and rmtree from {} to {}".format(srcfolderPath,targetfolderPath),True
except Exception as e:
print("failed: copy ", srcfolderPath, targetfolderPath)
return "failed: copy and rmtree from {} to {}".format(srcfolderPath,targetfolderPath),False
def writeoutlog(logPath,cmdtxt):
with open(logPath,'a',encoding="utf-8") as f:
f.write(cmdtxt)
f.write("\n")
def processPool(srcFolderPath,preFolderPath,targetfolderPath,logPath=r"R:\TYSAR-德清院\A-预处理-未标注\A0-算法版本\AA\SpacetySliceDataTools\log\process.log"):
writeoutlog(logPath, "====================================================================================\n")
writeoutlog(logPath, "time: {}".format(datetime.datetime.now().strftime("%Y-%m-%d %H:%M:%S")))
writeoutlog(logPath, "srcFolderPath: {}".format(srcFolderPath))
writeoutlog(logPath, "preFolderPath: {}".format(preFolderPath))
writeoutlog(logPath, "process start \n")
# 1. 预处理流程
async_results = []
with Pool(processes=6) as pool:
movepool=[]
# 20250813-不分类 条带模式
# srcFolderPath = r"R:\TYSAR-德清院\TYSAR-条带模式(SM)\港口\20250813-不分类\0-原图"
tiffPaths = find_tif_files_pathlib(srcFolderPath)
# preFolderPath = r"R:\TYSAR-德清院\TYSAR-条带模式(SM)\港口\20250813-不分类\A-预处理\AB-图像预处理"
for tiffpath in tiffPaths:
async_results.append(
pool.apply_async(preProcessTiFF, (tiffpath,preFolderPath,))
)
for pidx in range(len(async_results)):
async_result=async_results[pidx]
print("{}/{}".format(pidx+1,len(async_results)),async_result.get())
writeoutlog(logPath,"{}/{} {}".format(pidx+1,len(async_results),async_result.get()))
writeoutlog(logPath, "\nprocess finished \n")
# moverTip,moveflag=moveDir(preFolderPath, targetfolderPath)
# writeoutlog(logPath, moverTip)
writeoutlog(logPath, "====================================================================================\n")
# if moveflag:
# pass
# else:
# exit(3)
########################################################
# 流程执行区
########################################################
if __name__ == '__main__':
logPath = r"R:\TYSAR-德清院\A-预处理-未标注\A0-算法版本\AA\SpacetySliceDataTools\log\process.log"
# 20250813-不分类 条带模式
# srcFolderPath = r"R:\TYSAR-德清院\TYSAR-条带模式(SM)\港口\20250813-不分类\0-原图"
# preFolderPath = r"D:\TYSAR-德清院\TYSAR-条带模式(SM)\港口\20250813-不分类\A-预处理\AB-图像预处理"
# targetfolderPath = r"D:\TYSAR-德清院\TYSAR-条带模式(SM)\港口\20250813-不分类\A-预处理\AB-图像预处理"
# processPool(srcFolderPath, preFolderPath, targetfolderPath,logPath)
#
# # 20250818 条带模式
# srcFolderPath = r"R:\TYSAR-德清院\TYSAR-条带模式(SM)\港口\20250818-不分类\0-原图"
# preFolderPath = r"D:\TYSAR-德清院\TYSAR-条带模式(SM)\港口\20250818-不分类\A-预处理\AB-图像预处理"
# targetfolderPath = r"R:\TYSAR-德清院\TYSAR-条带模式(SM)\港口\20250818-不分类\A-预处理\AB-图像预处理"
# processPool(srcFolderPath, preFolderPath,targetfolderPath, logPath)
#
# 20250826-不分类 条带模式
srcFolderPath = r"R:\TYSAR-德清院\TYSAR-条带模式(SM)\航道\20250930-不分类\0-原图"
preFolderPath = r"R:\TYSAR-德清院\TYSAR-条带模式(SM)\航道\20250930-不分类\A-预处理\AB-图像预处理"
targetfolderPath = r"R:\TYSAR-德清院\TYSAR-条带模式(SM)\港口\20250826-不分类\A-预处理\AB-图像预处理"
processPool(srcFolderPath, preFolderPath, targetfolderPath,logPath)
# # 20250903-不分类 条带模式
# srcFolderPath = r"R:\TYSAR-德清院\TYSAR-条带模式(SM)\港口\20250903-不分类\0-原图"
# preFolderPath = r"D:\TYSAR-德清院\TYSAR-条带模式(SM)\港口\20250903-不分类\A-预处理\AB-图像预处理"
# targetfolderPath = r"D:\TYSAR-德清院\TYSAR-条带模式(SM)\港口\20250903-不分类\A-预处理\AB-图像预处理"
# processPool(srcFolderPath, preFolderPath,targetfolderPath, logPath)
# # 20250910-不分类 条带模式
# srcFolderPath = r"R:\TYSAR-德清院\TYSAR-条带模式(SM)\港口\20250910-不分类\0-原图"
# preFolderPath = r"D:\TYSAR-德清院\TYSAR-条带模式(SM)\港口\20250910-不分类\A-预处理\AB-图像预处理"
# targetfolderPath = r"R:\TYSAR-德清院\TYSAR-条带模式(SM)\港口\20250910-不分类\A-预处理\AB-图像预处理"
# processPool(srcFolderPath, preFolderPath, targetfolderPath,logPath)
result_flag_txt = r"R:\TYSAR-德清院\TYSAR-条带模式(SM)\航道\20250930-不分类\strechResult_finish.log"
with open(result_flag_txt,"w",encoding="utf-8") as f:
f.write("strech finied!!!\n")
writeoutlog(logPath, "strech finied!!!\n")