update script now generates tar gz

data/test.tar.gz

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b8cbb5f6582b5c6686cbf34a1982801b2a8cf6bfe976069725149dd495565576
+size 59634724

data/train.tar.gz

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1ce7f2e124a40ae6a7998d17ef45bb7d92cfa44df6b14e1b3ff1afbc7f5e9b8c
+size 1865954410

data/valid.tar.gz

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:70e08880734bf8e4271c2a67a9b77c76aff657bbd24b53411998299bf0e6494e
+size 59281601

update.py

@@ -1,6 +1,7 @@
 import os
 from kaggle.api.kaggle_api_extended import KaggleApi
 import shutil
+import tarfile
 
 data_dir = 'data/'
 kaggle_api = KaggleApi()
@@ -14,3 +15,17 @@ fault_path = os.path.join(data_dir, 'valid', 'PARAKETT AUKLET')
 correct_path = os.path.join(data_dir, 'valid', 'PARAKETT  AUKLET')
 shutil.rmtree(correct_path, ignore_errors=True)
 shutil.move(fault_path, correct_path)
+
+# Compressing the train directory
+with tarfile.open(os.path.join(data_dir, 'train.tar.gz'), 'w:gz') as tar:
+    tar.add(os.path.join(data_dir, 'train'), arcname=os.path.basename(os.path.join(data_dir, 'train')))
+
+# Compressing the test directory
+with tarfile.open(os.path.join(data_dir, 'test.tar.gz'), 'w:gz') as tar:
+    tar.add(os.path.join(data_dir, 'test'), arcname=os.path.basename(os.path.join(data_dir, 'test')))
+
+# Compressing the valid directory
+with tarfile.open(os.path.join(data_dir, 'valid.tar.gz'), 'w:gz') as tar:
+    tar.add(os.path.join(data_dir, 'valid'), arcname=os.path.basename(os.path.join(data_dir, 'valid')))
+
+os.remove(os.path.join(data_dir, 'EfficientNetB0-525-(224 X 224)- 98.97.h5'))