From 992bc97c06f8f8f8bab23c28f7772a1d6ee35b08 Mon Sep 17 00:00:00 2001
From: "pre-commit-ci[bot]"
 <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Date: Mon, 8 Dec 2025 16:32:43 +0000
Subject: [PATCH 1/2] [pre-commit.ci] pre-commit autoupdate
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

updates:
- [github.com/pre-commit/pre-commit-hooks: v4.5.0 → v6.0.0](https://github.com/pre-commit/pre-commit-hooks/compare/v4.5.0...v6.0.0)
- https://github.com/psf/black → https://github.com/psf/black-pre-commit-mirror
- [github.com/psf/black-pre-commit-mirror: 24.3.0 → 25.12.0](https://github.com/psf/black-pre-commit-mirror/compare/24.3.0...25.12.0)
- [github.com/PyCQA/flake8: 5.0.4 → 7.3.0](https://github.com/PyCQA/flake8/compare/5.0.4...7.3.0)
- [github.com/pycqa/isort: 5.13.2 → 7.0.0](https://github.com/pycqa/isort/compare/5.13.2...7.0.0)
---
 .pre-commit-config.yaml | 10 +++++-----
 1 file changed, 5 insertions(+), 5 deletions(-)

diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 192b722..1026e37 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -4,22 +4,22 @@ fail_fast: false
 
 repos:
   - repo: https://github.com/pre-commit/pre-commit-hooks
-    rev: v4.5.0
+    rev: v6.0.0
     hooks:
       - id: end-of-file-fixer
       - id: trailing-whitespace
-  - repo: https://github.com/psf/black
-    rev: 24.3.0
+  - repo: https://github.com/psf/black-pre-commit-mirror
+    rev: 25.12.0
     hooks:
       - id: black
         args: [--line-length=128, --verbose]
   - repo: https://github.com/PyCQA/flake8
-    rev: 5.0.4
+    rev: 7.3.0
     hooks:
       - id: flake8
         args: [--max-line-length=128, '--exclude=./.*,build,dist,official*,utils/artifact_pipeline/*,helper_code.py,run_model.py,train_model.py,evaluate_model.py,remove_data.py,remove_labels.py,truncate_data.py,*.ipynb', '--ignore=E501,W503,E203,F841,E402,E231', --count, --statistics, --show-source]
   - repo: https://github.com/pycqa/isort
-    rev: 5.13.2
+    rev: 7.0.0
     hooks:
       - id: isort
         args: [--profile=black, --line-length=128]

From 26b95e7d57825a7fa18ef53a9e01b4311bad7b21 Mon Sep 17 00:00:00 2001
From: "pre-commit-ci[bot]"
 <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Date: Mon, 8 Dec 2025 16:34:11 +0000
Subject: [PATCH 2/2] [pre-commit.ci] auto fixes from pre-commit.com hooks

for more information, see https://pre-commit.ci
---
 cfg_models.py           | 3 +--
 data_reader.py          | 3 +--
 dataset.py              | 3 +--
 models/__init__.py      | 3 +--
 models/crnn.py          | 3 +--
 outputs.py              | 3 +--
 test_docker.py          | 3 +--
 test_local.py           | 3 +--
 trainer.py              | 3 +--
 utils/gather_results.py | 3 +--
 10 files changed, 10 insertions(+), 20 deletions(-)

diff --git a/cfg_models.py b/cfg_models.py
index 76ffef8..78c36b4 100644
--- a/cfg_models.py
+++ b/cfg_models.py
@@ -1,5 +1,4 @@
-"""
-"""
+""" """
 
 from copy import deepcopy
 
diff --git a/data_reader.py b/data_reader.py
index d89c8f5..133edc9 100644
--- a/data_reader.py
+++ b/data_reader.py
@@ -1,5 +1,4 @@
-"""
-"""
+""" """
 
 import os
 import re
diff --git a/dataset.py b/dataset.py
index 48b19ff..1ce0644 100644
--- a/dataset.py
+++ b/dataset.py
@@ -1,5 +1,4 @@
-"""
-"""
+""" """
 
 import json
 import os
diff --git a/models/__init__.py b/models/__init__.py
index 6b79278..3cce9ac 100644
--- a/models/__init__.py
+++ b/models/__init__.py
@@ -1,5 +1,4 @@
-"""
-"""
+""" """
 
 from .crnn import CRNN_CINC2023
 from .ml import ML_Classifier_CINC2023
diff --git a/models/crnn.py b/models/crnn.py
index 5a429a4..5bbb606 100644
--- a/models/crnn.py
+++ b/models/crnn.py
@@ -1,5 +1,4 @@
-"""
-"""
+""" """
 
 from copy import deepcopy
 from typing import Any, Dict, Optional, Union
diff --git a/outputs.py b/outputs.py
index 1f7582f..785901a 100644
--- a/outputs.py
+++ b/outputs.py
@@ -1,5 +1,4 @@
-"""
-"""
+""" """
 
 from dataclasses import dataclass
 from typing import Optional, Sequence
diff --git a/test_docker.py b/test_docker.py
index dac3dea..1893ae9 100644
--- a/test_docker.py
+++ b/test_docker.py
@@ -1,5 +1,4 @@
-"""
-"""
+""" """
 
 import os
 from copy import deepcopy
diff --git a/test_local.py b/test_local.py
index 77755dd..3cbb75f 100644
--- a/test_local.py
+++ b/test_local.py
@@ -1,5 +1,4 @@
-"""
-"""
+""" """
 
 import os
 import sys
diff --git a/trainer.py b/trainer.py
index d7d920c..64b4777 100644
--- a/trainer.py
+++ b/trainer.py
@@ -1,5 +1,4 @@
-"""
-"""
+""" """
 
 import argparse
 import os
diff --git a/utils/gather_results.py b/utils/gather_results.py
index 7880af3..7f149a4 100644
--- a/utils/gather_results.py
+++ b/utils/gather_results.py
@@ -1,5 +1,4 @@
-"""
-"""
+""" """
 
 import posixpath
 from pathlib import Path