Adjust layout

.env

@@ -4,4 +4,4 @@ API_PASSWORD='passcode'
 API_URL = "http://localhost:5000"
 redis_host = 'localhost'
 redis_port = 6379
-redis_password =  ''
+redis_password =  ''

src/utils.py

@@ -1,11 +1,13 @@
 from __future__ import annotations
 
-import os
 import logging
-from redis import Redis
+import os
 from datetime import datetime
+
+from redis import Redis
 from watchdog.events import FileSystemEventHandler
 
+
 class Utils:
     @staticmethod
     def is_expired(expire_date_str: str | None) -> bool:
@@ -23,15 +25,16 @@ def is_expired(expire_date_str: str | None) -> bool:
             expire_date = datetime.fromisoformat(expire_date_str)
             return datetime.now() > expire_date
         return False
-
+
+
 class FileEventHandler(FileSystemEventHandler):
     def __init__(self, file_path: str, callback):
         """
         Initialises the FileEventHandler instance.
 
         Args:
             file_path (str): The path of the file to watch.
-            callback (Callable): The function to call when the file is modified.
+            callback (Callable): The function to call when file is modified.
         """
         self.file_path = file_path
         self.callback = callback
@@ -46,6 +49,7 @@ def on_modified(self, event):
         if event.src_path == self.file_path:
             self.callback()
 
+
 class RedisManager:
     def __init__(self):
         """
@@ -66,7 +70,7 @@ def __init__(self):
     def set(self, key: str, value: bytes) -> None:
         """
         Set a key-value pair in Redis.
-        
+
         Args:
             key (str): The key under which to store the value.
             value (bytes): The value to store (in bytes).
@@ -79,7 +83,7 @@ def set(self, key: str, value: bytes) -> None:
     def get(self, key: str) -> bytes | None:
         """
         Retrieve a value from Redis based on the key.
-        
+
         Args:
             key (str): The key whose value needs to be retrieved.
 
@@ -92,15 +96,14 @@ def get(self, key: str) -> bytes | None:
             logging.error(f"Error retrieving Redis key {key}: {str(e)}")
             return None
 
-
     def delete(self, key: str) -> None:
         """
         Delete a key from Redis.
-        
+
         Args:
             key (str): The key to delete from Redis.
         """
         try:
             self.redis.delete(key)
         except Exception as e:
-            logging.error(f"Error deleting Redis key {key}: {str(e)}")
+            logging.error(f"Error deleting Redis key {key}: {str(e)}")

tests/dataset/coco_annotations.json

@@ -551,4 +551,4 @@
             "supercategory": "none"
         }
     ]
-}
+}

tests/dataset/data.yaml

@@ -33,7 +33,7 @@ head:
   - [-1, 1, nn.Upsample, [None, 2, "nearest"]]
   - [[-1, 7], 1, Concat, [1]]  # cat backbone P4
   - [-1, 2, C3k2, [512, False]]  # P4/16-large
-  
+
   # P4 output
   - [-1, 1, nn.Upsample, [None, 2, "nearest"]]
   - [[-1, 5], 1, Concat, [1]]  # cat backbone P3
@@ -53,4 +53,4 @@ head:
   - [-1, 1, Conv, [64, 3, 2]]  # Downsample for next layer
 
   # Detection layers for P2 to P5 outputs
-  - [[16, 19, 22, 24], 1, Detect, [nc]]  # Detect(P2, P3, P4, P5)
+  - [[16, 19, 22, 24], 1, Detect, [nc]]  # Detect(P2, P3, P4, P5)

tests/dataset/train/labels/-1-_png.rf.b6c7c864c132216e92be0db773e9fcdd.txt

@@ -2,4 +2,4 @@
 5 0.5049438202247191 0.8079518072289157 0.1047752808988764 0.38421686746987954
 0 0.505056179775281 0.6563855421686746 0.03839887640449438 0.07951807228915662
 7 0.5230898876404494 0.8645783132530122 0.05924157303370786 0.27072289156626506
-3 0.5040168539325843 0.7449397590361445 0.02047752808988764 0.07783132530120482
+3 0.5040168539325843 0.7449397590361445 0.02047752808988764 0.07783132530120482

tests/dataset/train/labels/-1-_png.rf.f0a76afac7ce00fbf23b8be39ebc3493.txt

@@ -10,4 +10,4 @@
 6 0.2140551181102362 0.823036809815951 0.009015748031496063 0.02361963190184049
 6 0.20616141732283466 0.8133435582822085 0.007440944881889763 0.02294478527607362
 6 0.09665354330708661 0.8588343558282209 0.011850393700787401 0.03573619631901841
-6 0.29883858267716534 0.7705828220858896 0.011614173228346457 0.023466257668711656
+6 0.29883858267716534 0.7705828220858896 0.011614173228346457 0.023466257668711656

tests/dataset/train/labels/-13-_png.rf.c1d75c2efe355241a72f3c0e873e68e0.txt

@@ -4,4 +4,4 @@
 5 0.5962642045454545 0.8931451612903226 0.05821022727272727 0.21370967741935484
 2 0.5919176136363636 0.793508064516129 0.019048295454545453 0.03161290322580645
 3 0.5923153409090909 0.8534274193548387 0.032883522727272727 0.047903225806451614
-4 0.5963494318181818 0.9377822580645161 0.05730113636363637 0.12443548387096774
+4 0.5963494318181818 0.9377822580645161 0.05730113636363637 0.12443548387096774

tests/dataset/train/labels/-17-_png.rf.3a96bb284b06d743b2641b3e0f2055a9.txt

@@ -19,4 +19,4 @@
 6 0.5788210227272728 0.6070625 0.006193181818181819 0.021437499999999998
 6 0.5850142045454546 0.6047083333333333 0.005696022727272727 0.022520833333333334
 8 0.4936363636363636 0.5785416666666666 0.08048295454545454 0.07264583333333333
-8 0.66 0.441375 0.1435653409090909 0.10529166666666666
+8 0.66 0.441375 0.1435653409090909 0.10529166666666666

tests/dataset/train/labels/-18-_png.rf.80b34a7c8ba57698ddc5d436539b4576.txt

@@ -37,4 +37,4 @@
 8 0.13926136363636366 0.21270833333333333 0.16626420454545454 0.42233333333333334
 6 0.07434659090909092 0.6906874999999999 0.011051136363636364 0.043895833333333335
 6 0.13142045454545453 0.6987916666666667 0.00875 0.036458333333333336
-6 0.1599715909090909 0.7195625 0.01703125 0.04827083333333334
+6 0.1599715909090909 0.7195625 0.01703125 0.04827083333333334

tests/dataset/train/labels/-2-_png.rf.14184d8ea6d551ecb099b7cc25b2ce28.txt

@@ -2,4 +2,4 @@
 6 0.2596022727272727 0.827875 0.01596590909090909 0.045625
 6 0.3917897727272727 0.7545000000000001 0.011136363636363637 0.035645833333333335
 9 0.6669602272727273 0.492875 0.04575284090909091 0.056479166666666664
-9 0.7556676136363637 0.435 0.06142045454545455 0.051875
+9 0.7556676136363637 0.435 0.06142045454545455 0.051875

tests/dataset/train/labels/-_jpeg.rf.6c9ea300434605e0ac828342b371e204.txt

@@ -1,4 +1,4 @@
 8 0.7834 0.3682738095238095 0.23556666666666667 0.4511904761904762
 8 0.47656666666666664 0.3498214285714286 0.14256666666666667 0.17047619047619048
 8 0.6368666666666667 0.3507142857142857 0.12030000000000002 0.13839285714285715
-8 0.5525666666666667 0.6255952380952381 0.06503333333333333 0.10821428571428571
+8 0.5525666666666667 0.6255952380952381 0.06503333333333333 0.10821428571428571

tests/dataset/train/labels/-_jpeg.rf.b4ba444d690bb533133e22f1bd69442d.txt

@@ -7,4 +7,4 @@
 2 0.616095238095238 0.4248392857142857 0.012833333333333332 0.007089285714285715
 5 0.6262380952380951 0.4399821428571428 0.014238095238095239 0.05221428571428571
 2 0.6267738095238096 0.4187857142857143 0.013166666666666667 0.00855357142857143
-4 0.627547619047619 0.44232142857142853 0.010059523809523808 0.02155357142857143
+4 0.627547619047619 0.44232142857142853 0.010059523809523808 0.02155357142857143

tests/dataset/val/labels/-_jpeg.rf.3e98d2f5b90e0b1459e15f570a433459.txt

@@ -32,4 +32,4 @@
 4 0.8660363636363636 0.8001092896174863 0.06530909090909091 0.13043715846994536
 4 0.9620727272727273 0.7311475409836066 0.051781818181818186 0.10945355191256831
 4 0.03563636363636364 0.8212568306010929 0.06523636363636365 0.09770491803278689
-3 0.03796363636363636 0.7612021857923498 0.034036363636363635 0.022622950819672128
+3 0.03796363636363636 0.7612021857923498 0.034036363636363635 0.022622950819672128

tests/src/utils_test.py

@@ -1,8 +1,17 @@
+from __future__ import annotations
+
 import unittest
-from unittest.mock import MagicMock, patch
-from datetime import datetime, timedelta
+from datetime import datetime
+from datetime import timedelta
+from unittest.mock import MagicMock
+from unittest.mock import patch
+
 from watchdog.events import FileModifiedEvent
-from src.utils import RedisManager, Utils, FileEventHandler
+
+from src.utils import FileEventHandler
+from src.utils import RedisManager
+from src.utils import Utils
+
 
 class TestUtils(unittest.TestCase):
     def test_is_expired_with_valid_date(self):
@@ -18,6 +27,7 @@ def test_is_expired_with_none(self):
         # Test with None (should return False)
         self.assertFalse(Utils.is_expired(None))
 
+
 class TestFileEventHandler(unittest.TestCase):
     def test_on_modified_triggers_callback(self):
         # Create a mock callback function
@@ -27,7 +37,9 @@ def test_on_modified_triggers_callback(self):
         file_path = '/path/to/test/file.txt'
 
         # Create an instance of FileEventHandler
-        event_handler = FileEventHandler(file_path=file_path, callback=mock_callback)
+        event_handler = FileEventHandler(
+            file_path=file_path, callback=mock_callback,
+        )
 
         # Create a mock event for a file modification
         event = FileModifiedEvent(file_path)
@@ -46,7 +58,9 @@ def test_on_modified_does_not_trigger_callback_for_different_file(self):
         file_path = '/path/to/test/file.txt'
 
         # Create an instance of FileEventHandler
-        event_handler = FileEventHandler(file_path=file_path, callback=mock_callback)
+        event_handler = FileEventHandler(
+            file_path=file_path, callback=mock_callback,
+        )
 
         # Create a mock event for a different file modification
         different_file_path = '/path/to/other/file.txt'
@@ -58,6 +72,7 @@ def test_on_modified_does_not_trigger_callback_for_different_file(self):
         # Assert that the callback was not called
         mock_callback.assert_not_called()
 
+
 class TestRedisManager(unittest.TestCase):
     """
     Test cases for the RedisManager class
@@ -93,7 +108,7 @@ def test_set_error(self):
         """
         key = 'test_key'
         value = b'test_value'
-        self.mock_redis_instance.set.side_effect = Exception("Redis error")
+        self.mock_redis_instance.set.side_effect = Exception('Redis error')
 
         # Call the set method and verify it handles the exception
         with self.assertLogs(level='ERROR'):
@@ -121,7 +136,7 @@ def test_get_error(self):
         Simulate an exception during the Redis get operation
         """
         key = 'test_key'
-        self.mock_redis_instance.get.side_effect = Exception("Redis error")
+        self.mock_redis_instance.get.side_effect = Exception('Redis error')
 
         # Call the get method and verify it handles the exception
         with self.assertLogs(level='ERROR'):
@@ -137,15 +152,16 @@ def test_delete_success(self):
         # Call the delete method
         self.redis_manager.delete(key)
 
-        # Assert that the Redis delete method was called with correct parameters
+        # Assert that the Redis delete method
+        # was called with correct parameters
         self.mock_redis_instance.delete.assert_called_once_with(key)
 
     def test_delete_error(self):
         """
         Simulate an exception during the Redis delete operation
         """
         key = 'test_key'
-        self.mock_redis_instance.delete.side_effect = Exception("Redis error")
+        self.mock_redis_instance.delete.side_effect = Exception('Redis error')
 
         # Call the delete method and verify it handles the exception
         with self.assertLogs(level='ERROR'):