From 41a3c7c89bb5740801818166be7b58b967a658c3 Mon Sep 17 00:00:00 2001 From: Trenton H <797416+stumpylog@users.noreply.github.com> Date: Sun, 14 Jan 2024 13:21:17 -0800 Subject: [PATCH] Fix: Catch new warning when loading the classifier (#5395) --- src/documents/classifier.py | 19 +++++++++++------- src/documents/tests/data/v1.0.2.model.pickle | Bin 155972 -> 0 bytes src/documents/tests/data/v1.17.4.model.pickle | Bin 0 -> 714 bytes src/documents/tests/test_classifier.py | 14 ++++++++++++- 4 files changed, 25 insertions(+), 8 deletions(-) delete mode 100644 src/documents/tests/data/v1.0.2.model.pickle create mode 100644 src/documents/tests/data/v1.17.4.model.pickle diff --git a/src/documents/classifier.py b/src/documents/classifier.py index cc8af5868..52af2733a 100644 --- a/src/documents/classifier.py +++ b/src/documents/classifier.py @@ -10,6 +10,7 @@ from pathlib import Path from typing import Optional from django.conf import settings +from sklearn.exceptions import InconsistentVersionWarning from documents.models import Document from documents.models import MatchingModel @@ -18,7 +19,9 @@ logger = logging.getLogger("paperless.classifier") class IncompatibleClassifierVersionError(Exception): - pass + def __init__(self, message: str, *args: object) -> None: + self.message = message + super().__init__(*args) class ClassifierModelCorruptError(Exception): @@ -37,8 +40,8 @@ def load_classifier() -> Optional["DocumentClassifier"]: try: classifier.load() - except IncompatibleClassifierVersionError: - logger.info("Classifier version updated, will re-train") + except IncompatibleClassifierVersionError as e: + logger.info(f"Classifier version incompatible: {e.message}, will re-train") os.unlink(settings.MODEL_FILE) classifier = None except ClassifierModelCorruptError: @@ -114,10 +117,12 @@ class DocumentClassifier: "#security-maintainability-limitations" ) for warning in w: - if issubclass(warning.category, UserWarning): - w_msg = str(warning.message) - if sk_learn_warning_url in w_msg: - raise IncompatibleClassifierVersionError + # The warning is inconsistent, the MLPClassifier is a specific warning, others have not updated yet + if issubclass(warning.category, InconsistentVersionWarning) or ( + issubclass(warning.category, UserWarning) + and sk_learn_warning_url in str(warning.message) + ): + raise IncompatibleClassifierVersionError("sklearn version update") def save(self): target_file: Path = settings.MODEL_FILE diff --git a/src/documents/tests/data/v1.0.2.model.pickle b/src/documents/tests/data/v1.0.2.model.pickle deleted file mode 100644 index 8a0e1829ce9902c0e4b50b23fc78e39515174103..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 155972 zcmcG!XH-;A^Dat~ETAYVq9`V^2#Sbkp&$kj1A>U)NX|J(5J95IkR<1f9#a@PFU4&bjNX`{C{nGrfCPckf+Y&(l@a?a83bEbhq=xs~ScOJUP# z^TtnK?_S^t(c5t~ZM)4NCy!-V#F|I}-QOZaetUBZLtQ&7aU(-r2S+lAxKJ0jY85kyvd2WuO`TEn%G7%g?32?jUAyoxdj+Qnq)PGYe2kFC9y%9GUnK~O95dPDSKo#d8{O9cm 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