Update : Model trained, dumped compressed pickel

.gitignore

@@ -18,6 +18,8 @@ lib/
 lib64/
 parts/
 sdist/
+Scripts/
+share/
 var/
 wheels/
 share/python-wheels/
@@ -31,6 +33,7 @@ MANIFEST
 #  before PyInstaller builds the exe, so as to inject date/other infos into it.
 *.manifest
 *.spec
+*.pkl
 
 # Installer logs
 pip-log.txt

pklCompressor.py

@@ -0,0 +1,17 @@
+import gzip
+import pickle
+
+def compress_pickle(input_file, output_file):
+    # Open the pickle file for reading
+    with open(input_file, 'rb') as f:
+        data = pickle.load(f)
+    
+    # Compress the data and save it
+    with gzip.open(output_file, 'wb') as f:
+        pickle.dump(data, f)
+
+# Example usage
+input_pickle_file = 'forest.pkl'
+output_compressed_pickle_file = 'compressed_forest.pkl.gz'
+
+compress_pickle(input_pickle_file, output_compressed_pickle_file)

pklUnCompressor.py

@@ -0,0 +1,17 @@
+import gzip
+import pickle
+
+def decompress_pickle(input_compressed_file, output_file):
+    # Open the compressed pickle file for reading
+    with gzip.open(input_compressed_file, 'rb') as f:
+        data = pickle.load(f)
+    
+    # Save the uncompressed data into a pickle file
+    with open(output_file, 'wb') as f:
+        pickle.dump(data, f)
+
+# Example usage
+input_compressed_pickle_file = 'compressed_forest.pkl.gz'
+output_pickle_file = 'uncompressed_forest.pkl'
+
+decompress_pickle(input_compressed_pickle_file, output_pickle_file)

pyvenv.cfg

@@ -0,0 +1,5 @@
+home = C:\Users\HP\anaconda3
+include-system-site-packages = false
+version = 3.11.5
+executable = C:\Users\HP\anaconda3\python.exe
+command = C:\Users\HP\anaconda3\python.exe -m venv C:\Users\HP\Desktop\e2edeployment