Merge pull request #285 from gnes-ai/fix-memory

fix(memory_leak): try to fix memory leak

gnes/preprocessor/io_utils/video.py

@@ -129,6 +129,11 @@ def encode_video(images: 'np.ndarray',
             err = '\n'.join([' '.join(cmd_args), err.decode('utf8')])
             raise IOError(err)
 
+        if proc.stdout is not None:
+            proc.stdout.close()
+        if proc.stderr is not None:
+            proc.stderr.close()
+
         return output
 
 

gnes/preprocessor/video/shotdetect.py

@@ -67,7 +67,7 @@ def detect_shots(self, frames: 'np.ndarray') -> List[List['np.ndarray']]:
 
         shots = []
         for ci in range(0, len(shot_bounds) - 1):
-            shots.append(frames[shot_bounds[ci]:shot_bounds[ci + 1]])
+            shots.append(frames[shot_bounds[ci]:shot_bounds[ci + 1]].copy())
 
         return shots
 
@@ -87,7 +87,7 @@ def apply(self, doc: 'gnes_pb2.Document') -> None:
             elif raw_type == gnes_pb2.NdArray:
                 video_frames = blob2array(doc.raw_video)
                 if self.vframes > 0:
-                    video_frames = video_frames[0:self.vframes, :]
+                    video_frames = video_frames[0:self.vframes, :].copy()
 
             num_frames = len(video_frames)
             if num_frames > 0: