import mmcv
import matplotlib.pyplot as plt
from fastcore.basics import *
from fastai.vision.all import *
from fastai.torch_basics import *
set_seed(666)

train_path = Path("/home/ubuntu/sharedData/swp/dlLab/fastaiRepository/fastai/data/rsData/kaggleOriginal/Potsdam/2_Ortho_RGB/validation/")
label_path = Path("/home/ubuntu/sharedData/swp/dlLab/fastaiRepository/fastai/data/rsData/kaggleOriginal/Potsdam/5_labels_for_participants/validation/")

imgNames = get_image_files(train_path)
lblNames = get_image_files(label_path)

imgNames,lblNames

((#5) [Path('/home/ubuntu/sharedData/swp/dlLab/fastaiRepository/fastai/data/rsData/kaggleOriginal/Potsdam/2_Ortho_RGB/validation/top_potsdam_7_12_RGB.tif'),Path('/home/ubuntu/sharedData/swp/dlLab/fastaiRepository/fastai/data/rsData/kaggleOriginal/Potsdam/2_Ortho_RGB/validation/top_potsdam_3_12_RGB.tif'),Path('/home/ubuntu/sharedData/swp/dlLab/fastaiRepository/fastai/data/rsData/kaggleOriginal/Potsdam/2_Ortho_RGB/validation/top_potsdam_6_12_RGB.tif'),Path('/home/ubuntu/sharedData/swp/dlLab/fastaiRepository/fastai/data/rsData/kaggleOriginal/Potsdam/2_Ortho_RGB/validation/top_potsdam_2_12_RGB.tif'),Path('/home/ubuntu/sharedData/swp/dlLab/fastaiRepository/fastai/data/rsData/kaggleOriginal/Potsdam/2_Ortho_RGB/validation/top_potsdam_5_12_RGB.tif')],
 (#5) [Path('/home/ubuntu/sharedData/swp/dlLab/fastaiRepository/fastai/data/rsData/kaggleOriginal/Potsdam/5_labels_for_participants/validation/top_potsdam_2_12_label.tif'),Path('/home/ubuntu/sharedData/swp/dlLab/fastaiRepository/fastai/data/rsData/kaggleOriginal/Potsdam/5_labels_for_participants/validation/top_potsdam_6_12_label.tif'),Path('/home/ubuntu/sharedData/swp/dlLab/fastaiRepository/fastai/data/rsData/kaggleOriginal/Potsdam/5_labels_for_participants/validation/top_potsdam_7_12_label.tif'),Path('/home/ubuntu/sharedData/swp/dlLab/fastaiRepository/fastai/data/rsData/kaggleOriginal/Potsdam/5_labels_for_participants/validation/top_potsdam_5_12_label.tif'),Path('/home/ubuntu/sharedData/swp/dlLab/fastaiRepository/fastai/data/rsData/kaggleOriginal/Potsdam/5_labels_for_participants/validation/top_potsdam_3_12_label.tif')])

pathName, fileName = os.path.split(lblNames[0])
prefix_name = os.path.splitext(fileName)[0]
suffix_name = os.path.splitext(fileName)[1]

pathName,fileName,prefix_name,suffix_name

('/home/ubuntu/sharedData/swp/dlLab/fastaiRepository/fastai/data/rsData/kaggleOriginal/Potsdam/5_labels_for_participants/validation',
 'top_potsdam_2_12_label.tif',
 'top_potsdam_2_12_label',
 '.tif')

imgNames[0]

Path('/home/ubuntu/sharedData/swp/dlLab/fastaiRepository/fastai/data/rsData/kaggleOriginal/Potsdam/2_Ortho_RGB/validation/top_potsdam_7_12_RGB.tif')

lblNames[0]

Path('/home/ubuntu/sharedData/swp/dlLab/fastaiRepository/fastai/data/rsData/kaggleOriginal/Potsdam/5_labels_for_participants/validation/top_potsdam_2_12_label.tif')

replaced_name = pathName+'/'+'mod_'+prefix_name+suffix_name
replaced_name

'/home/ubuntu/sharedData/swp/dlLab/fastaiRepository/fastai/data/rsData/kaggleOriginal/Potsdam/5_labels_for_participants/validation/mod_top_potsdam_2_12_label.tif'

fileList = glob.glob(
    r'/home/ubuntu/sharedData/swp/dlLab/fastaiRepository/fastai/data/rsData/kaggleOriginal/Potsdam/2_Ortho_RGB/validation/*.tif', recursive=True)

len(fileList)

5

count=0
for i in range(50):
    for path in fileList:
        pathName, fileName = os.path.split(path)
        prefix_name = os.path.splitext(fileName)[0]
        suffix_name = os.path.splitext(fileName)[1]
        replaced_name = pathName+'/mod'+str(i)+'_'+prefix_name+suffix_name
        print(replaced_name)
        shutil.copy(path,replaced_name)
        count+=1
    print(count)

/home/ubuntu/sharedData/swp/dlLab/fastaiRepository/fastai/data/rsData/kaggleOriginal/Potsdam/2_Ortho_RGB/validation/mod0_top_potsdam_7_12_RGB.tif

'/home/ubuntu/sharedData/swp/dlLab/fastaiRepository/fastai/data/rsData/kaggleOriginal/Potsdam/2_Ortho_RGB/validation/mod0_top_potsdam_7_12_RGB.tif'

/home/ubuntu/sharedData/swp/dlLab/fastaiRepository/fastai/data/rsData/kaggleOriginal/Potsdam/2_Ortho_RGB/validation/mod0_top_potsdam_3_12_RGB.tif

'/home/ubuntu/sharedData/swp/dlLab/fastaiRepository/fastai/data/rsData/kaggleOriginal/Potsdam/2_Ortho_RGB/validation/mod0_top_potsdam_3_12_RGB.tif'

/home/ubuntu/sharedData/swp/dlLab/fastaiRepository/fastai/data/rsData/kaggleOriginal/Potsdam/2_Ortho_RGB/validation/mod0_top_potsdam_6_12_RGB.tif

'/home/ubuntu/sharedData/swp/dlLab/fastaiRepository/fastai/data/rsData/kaggleOriginal/Potsdam/2_Ortho_RGB/validation/mod0_top_potsdam_6_12_RGB.tif'

/home/ubuntu/sharedData/swp/dlLab/fastaiRepository/fastai/data/rsData/kaggleOriginal/Potsdam/2_Ortho_RGB/validation/mod0_top_potsdam_2_12_RGB.tif

'/home/ubuntu/sharedData/swp/dlLab/fastaiRepository/fastai/data/rsData/kaggleOriginal/Potsdam/2_Ortho_RGB/validation/mod0_top_potsdam_2_12_RGB.tif'

/home/ubuntu/sharedData/swp/dlLab/fastaiRepository/fastai/data/rsData/kaggleOriginal/Potsdam/2_Ortho_RGB/validation/mod0_top_potsdam_5_12_RGB.tif

'/home/ubuntu/sharedData/swp/dlLab/fastaiRepository/fastai/data/rsData/kaggleOriginal/Potsdam/2_Ortho_RGB/validation/mod0_top_potsdam_5_12_RGB.tif'

turn the dataset to (18*100, 250,250): train/validation/test