From 7174241c71db7f104e692023cfa7d8153e1ac1bf Mon Sep 17 00:00:00 2001
From: "pre-commit-ci[bot]"
 <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Date: Mon, 10 Nov 2025 19:47:55 +0000
Subject: [PATCH 1/2] ci: pre-commit autoupdate
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

updates:
- [github.com/compilerla/conventional-pre-commit: v2.4.0 → v4.3.0](https://github.com/compilerla/conventional-pre-commit/compare/v2.4.0...v4.3.0)
- [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)
- [github.com/Lucas-C/pre-commit-hooks-safety: v1.3.2 → v1.4.2](https://github.com/Lucas-C/pre-commit-hooks-safety/compare/v1.3.2...v1.4.2)
- [github.com/PyCQA/docformatter: v1.7.5 → v1.7.7](https://github.com/PyCQA/docformatter/compare/v1.7.5...v1.7.7)
- [github.com/nbQA-dev/nbQA: 1.7.0 → 1.9.1](https://github.com/nbQA-dev/nbQA/compare/1.7.0...1.9.1)
- [github.com/bwhmather/ssort: v0.11.6 → 0.15.0](https://github.com/bwhmather/ssort/compare/v0.11.6...0.15.0)
- [github.com/asottile/pyupgrade: v3.15.0 → v3.21.1](https://github.com/asottile/pyupgrade/compare/v3.15.0...v3.21.1)
- https://github.com/psf/black → https://github.com/psf/black-pre-commit-mirror
- [github.com/psf/black-pre-commit-mirror: 23.10.1 → 25.11.0](https://github.com/psf/black-pre-commit-mirror/compare/23.10.1...25.11.0)
- [github.com/PyCQA/isort: 5.12.0 → 7.0.0](https://github.com/PyCQA/isort/compare/5.12.0...7.0.0)
- [github.com/PyCQA/pylint: v3.0.1 → v4.0.2](https://github.com/PyCQA/pylint/compare/v3.0.1...v4.0.2)
- [github.com/pre-commit/mirrors-mypy: v1.6.1 → v1.18.2](https://github.com/pre-commit/mirrors-mypy/compare/v1.6.1...v1.18.2)
- [github.com/PyCQA/bandit: 1.7.5 → 1.8.6](https://github.com/PyCQA/bandit/compare/1.7.5...1.8.6)
- [github.com/kynan/nbstripout: 0.6.1 → 0.8.1](https://github.com/kynan/nbstripout/compare/0.6.1...0.8.1)
---
 .pre-commit-config.yaml | 28 ++++++++++++++--------------
 1 file changed, 14 insertions(+), 14 deletions(-)

diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 1c68489..ee11226 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -13,7 +13,7 @@ ci:
 
 repos:
   - repo: https://github.com/compilerla/conventional-pre-commit
-    rev: v2.4.0
+    rev: v4.3.0
     hooks:
       - id: conventional-pre-commit
         stages: [commit-msg]
@@ -36,7 +36,7 @@ repos:
           ]
 
   - repo: https://github.com/pre-commit/pre-commit-hooks
-    rev: v4.5.0
+    rev: v6.0.0
     hooks:
       - id: trailing-whitespace
       - id: end-of-file-fixer
@@ -70,18 +70,18 @@ repos:
       - id: text-unicode-replacement-char
 
   - repo: https://github.com/Lucas-C/pre-commit-hooks-safety
-    rev: v1.3.2
+    rev: v1.4.2
     hooks:
     -   id: python-safety-dependencies-check
         files: pyproject.toml
 
   - repo: https://github.com/PyCQA/docformatter
-    rev: v1.7.5
+    rev: v1.7.7
     hooks:
       - id: docformatter
 
   - repo: https://github.com/nbQA-dev/nbQA
-    rev: 1.7.0
+    rev: 1.9.1
     hooks:
       - id: nbqa-check-ast
       - id: nbqa-mypy
@@ -89,36 +89,36 @@ repos:
       - id: nbqa-pyupgrade
 
   - repo: https://github.com/bwhmather/ssort
-    rev: v0.11.6
+    rev: 0.15.0
     hooks:
       - id: ssort
 
   - repo: https://github.com/asottile/pyupgrade
-    rev: v3.15.0
+    rev: v3.21.1
     hooks:
       - id: pyupgrade
 
-  - repo: https://github.com/psf/black
-    rev: 23.10.1
+  - repo: https://github.com/psf/black-pre-commit-mirror
+    rev: 25.11.0
     hooks:
       - id: black
       - id: black-jupyter
         files: \.ipynb$
 
   - repo: https://github.com/PyCQA/isort
-    rev: 5.12.0
+    rev: 7.0.0
     hooks:
       - id: isort
         args: ["--profile=black"]
 
   - repo: https://github.com/PyCQA/pylint
-    rev: v3.0.1
+    rev: v4.0.2
     hooks:
       - id: pylint
         args: ["--rcfile=pyproject.toml"]
 
   - repo: https://github.com/pre-commit/mirrors-mypy
-    rev: v1.6.1
+    rev: v1.18.2
     hooks:
       - id: mypy
         args:
@@ -126,7 +126,7 @@ repos:
         exclude: "tests"
 
   - repo: https://github.com/PyCQA/bandit
-    rev: 1.7.5
+    rev: 1.8.6
     hooks:
       - id: bandit
         exclude: "^tests/"
@@ -134,7 +134,7 @@ repos:
           - "-r"
 
   - repo: https://github.com/kynan/nbstripout
-    rev: 0.6.1
+    rev: 0.8.1
     hooks:
       - id: nbstripout
 

From 2cd9df942e856fc375512710d7530bfeeca5daa2 Mon Sep 17 00:00:00 2001
From: "pre-commit-ci[bot]"
 <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Date: Mon, 10 Nov 2025 19:48:59 +0000
Subject: [PATCH 2/2] [pre-commit.ci] auto fixes from pre-commit.com hooks for
 more information, see https://pre-commit.ci

---
 src/autoembedder/data.py      |  2 +-
 src/autoembedder/evaluator.py |  8 +++++---
 src/autoembedder/learner.py   | 19 ++++++++++++-------
 src/autoembedder/model.py     |  8 +++++---
 4 files changed, 23 insertions(+), 14 deletions(-)

diff --git a/src/autoembedder/data.py b/src/autoembedder/data.py
index 9f47b55..8778f66 100644
--- a/src/autoembedder/data.py
+++ b/src/autoembedder/data.py
@@ -28,7 +28,7 @@ def __init__(
 
     @staticmethod
     def _data_from_source(
-        source: Union[str, dd.DataFrame, pd.DataFrame]
+        source: Union[str, dd.DataFrame, pd.DataFrame],
     ) -> dd.DataFrame:
         if isinstance(source, str):
             try:
diff --git a/src/autoembedder/evaluator.py b/src/autoembedder/evaluator.py
index fde110d..2f2b7ca 100644
--- a/src/autoembedder/evaluator.py
+++ b/src/autoembedder/evaluator.py
@@ -37,9 +37,11 @@ def _predict(
     device = torch.device(
         "cuda"
         if torch.cuda.is_available()
-        else "mps"
-        if torch.backends.mps.is_available() and parameters.get("use_mps", False)
-        else "cpu"
+        else (
+            "mps"
+            if torch.backends.mps.is_available() and parameters.get("use_mps", False)
+            else "cpu"
+        )
     )
 
     with torch.no_grad():
diff --git a/src/autoembedder/learner.py b/src/autoembedder/learner.py
index 3bc5610..cf2533b 100644
--- a/src/autoembedder/learner.py
+++ b/src/autoembedder/learner.py
@@ -362,9 +362,12 @@ def fit(
         torch.device(
             "cuda"
             if torch.cuda.is_available()
-            else "mps"
-            if torch.backends.mps.is_available() and parameters.get("use_mps", False)
-            else "cpu"
+            else (
+                "mps"
+                if torch.backends.mps.is_available()
+                and parameters.get("use_mps", False)
+                else "cpu"
+            )
         )
     )
     if (
@@ -437,10 +440,12 @@ def fit(
             map_location=torch.device(
                 "cuda"
                 if torch.cuda.is_available()
-                else "mps"
-                if torch.backends.mps.is_available()
-                and parameters.get("use_mps", False)
-                else "cpu"
+                else (
+                    "mps"
+                    if torch.backends.mps.is_available()
+                    and parameters.get("use_mps", False)
+                    else "cpu"
+                )
             ),
         )
         Checkpoint.load_objects(
diff --git a/src/autoembedder/model.py b/src/autoembedder/model.py
index 5a1296a..700ea2f 100644
--- a/src/autoembedder/model.py
+++ b/src/autoembedder/model.py
@@ -58,9 +58,11 @@ def model_input(
     device = torch.device(
         "cuda"
         if torch.cuda.is_available()
-        else "mps"
-        if torch.backends.mps.is_available() and parameters.get("use_mps", False)
-        else "cpu"
+        else (
+            "mps"
+            if torch.backends.mps.is_available() and parameters.get("use_mps", False)
+            else "cpu"
+        )
     )
     cat = []
     cont = []