[feat] - add utility

utilities.py

@@ -0,0 +1,44 @@
+import os
+
+def main():
+    print("This is the main function of the utilities module.")
+    # Variables
+    totalFeatureCount = 0
+    totalJsonFileCount = 0
+    cnns = ['incp3', 'vgg19']
+    sources = ['full_movies', 'movie_shots', 'movie_trailers']
+    # Create the loop
+    for cnn in cnns:
+        for source in sources:
+            print(f"- Processing CNN: {cnn}, Source: {source}")
+            # Variables
+            featureCount = 0
+            jsonFileCount = 0
+            # Root directory
+            rootDir = f"{source}/{cnn}"
+            # Go through each folder in the root directory
+            for folder in os.listdir(rootDir):
+                movieFolder = os.path.join(rootDir, folder)
+                if os.path.isdir(movieFolder):
+                    files = os.listdir(movieFolder)
+                    jsonFileCount += len([f for f in files if f.endswith('.json')])
+                    # Go inside each JSON file and count its inner items
+                    for file in files:
+                        if file.endswith('.json'):
+                            jsonFilePath = os.path.join(movieFolder, file)
+                            with open(jsonFilePath, 'r') as f:
+                                data = f.read()
+                                # Check the number of 'frameId' in the JSON file
+                                featureCount += data.count('"frameId"')
+            # Print the results
+            print(f"-- Found {jsonFileCount} feature packets (JSON files) in {movieFolder}")
+            print(f"-- Found {featureCount} features embeddings in {movieFolder}")
+            # Update the total counts
+            totalFeatureCount += featureCount
+            totalJsonFileCount += jsonFileCount
+    # Print the total counts
+    print(f"Total feature embeddings count: {totalFeatureCount}")
+    print(f"Total feature packets (JSON files) count: {totalJsonFileCount}")
+
+if __name__ == "__main__":
+    main()