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Attempt to resolve via ordering
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@ -169,7 +169,7 @@ class DocumentClassifier:
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tags__is_inbox_tag=True,
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)
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.select_related("document_type", "correspondent", "storage_path")
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.prefetch_related("tags")
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.prefetch_related("tags").order_by("pk")
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)
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# No documents exit to train against
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@ -199,12 +199,7 @@ class DocumentClassifier:
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hasher.update(y.to_bytes(4, "little", signed=True))
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labels_correspondent.append(y)
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tags: list[int] = sorted(
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tag.pk
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for tag in doc.tags.filter(
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matching_algorithm=MatchingModel.MATCH_AUTO,
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)
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)
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tags: list[int] = list(doc.tags.filter(matching_algorithm=MatchingModel.MATCH_AUTO).order_by("pk").values_list("pk", flat=True))
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for tag in tags:
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hasher.update(tag.to_bytes(4, "little", signed=True))
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labels_tags.append(tags)
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