fresh start

Classifier/classifyHelper.py

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+from io import BytesIO
+from PIL import Image, UnidentifiedImageError
+import imagehash
+from Classifier.havoxClassifier import VoxClassifier
+from Classifier.wdClassifier import WDClassifier
+from Database.x_classes import ErrorID, HavoxLabel, PostRating
+from helpers import twos_complement
+
+async def classify_all(photo_bytes, wd_classifier: WDClassifier, vox_classifier : VoxClassifier):
+    vox_label = await vox_classifier.classify_async(photo_bytes)
+    is_filtered = vox_label == HavoxLabel.Rejected
+
+    tags = []
+    filtered_tags = {}
+    phash = None
+    dhash = None
+    error_id = ErrorID.SUCCESS
+    if not is_filtered:
+        rating, tags, filtered_tags = await wd_classifier.classify_async(photo_bytes, tag_threshold=0.6)
+        tags = list(tags.keys())
+        
+        try:
+            with BytesIO(photo_bytes) as image_file:
+                with Image.open(image_file) as imag:
+                    phash = twos_complement(str(imagehash.phash(imag)), 64)
+                    dhash = twos_complement(str(imagehash.dhash(imag)), 64)
+        except UnidentifiedImageError:
+            error_id = ErrorID.HASHING_Unidentified
+        except FileNotFoundError:
+            error_id = ErrorID.HASHING_FileNotFound
+        except Exception as ex:
+            error_id = ErrorID.HASHING_OTHER
+    else:
+        rating = PostRating.Filtered
+
+    return vox_label, rating, tags, filtered_tags, phash, dhash, error_id