diff --git a/.lintrunner.toml b/.lintrunner.toml
index f84440f..68224b2 100644
--- a/.lintrunner.toml
+++ b/.lintrunner.toml
@@ -166,7 +166,7 @@ init_command = [
     'run',
     'pip_init',
     '--dry-run={{DRYRUN}}',
-    'black==22.10.0',
+    'black==23.12.1', # Use 24.x when ruff styles are updated
     'isort==5.10.1',
 ]
 is_formatter = true
@@ -346,7 +346,7 @@ init_command = [
     'run',
     'pip_init',
     '--dry-run={{DRYRUN}}',
-    'ruff==0.1.5',
+    'ruff==0.2.1',
 ]
 is_formatter = true
 
@@ -373,7 +373,7 @@ init_command = [
     'run',
     'pip_init',
     '--dry-run={{DRYRUN}}',
-    'ruff==0.1.5',
+    'ruff==0.2.1',
 ]
 is_formatter = true
 
diff --git a/examples/pytorch/black_isort_linter.py b/examples/pytorch/black_isort_linter.py
index cca908d..7707e19 100644
--- a/examples/pytorch/black_isort_linter.py
+++ b/examples/pytorch/black_isort_linter.py
@@ -225,11 +225,13 @@ def main() -> None:
 
     logging.basicConfig(
         format="<%(threadName)s:%(levelname)s> %(message)s",
-        level=logging.NOTSET
-        if args.verbose
-        else logging.DEBUG
-        if len(args.filenames) < 1000
-        else logging.INFO,
+        level=(
+            logging.NOTSET
+            if args.verbose
+            else logging.DEBUG
+            if len(args.filenames) < 1000
+            else logging.INFO
+        ),
         stream=sys.stderr,
     )
 
diff --git a/examples/pytorch/black_linter.py b/examples/pytorch/black_linter.py
index 3ed7fbd..0328883 100644
--- a/examples/pytorch/black_linter.py
+++ b/examples/pytorch/black_linter.py
@@ -200,11 +200,13 @@ def main() -> None:
 
     logging.basicConfig(
         format="<%(threadName)s:%(levelname)s> %(message)s",
-        level=logging.NOTSET
-        if args.verbose
-        else logging.DEBUG
-        if len(args.filenames) < 1000
-        else logging.INFO,
+        level=(
+            logging.NOTSET
+            if args.verbose
+            else logging.DEBUG
+            if len(args.filenames) < 1000
+            else logging.INFO
+        ),
         stream=sys.stderr,
     )
 
diff --git a/examples/pytorch/clangformat_linter.py b/examples/pytorch/clangformat_linter.py
index 5a4a0b0..771ebdd 100644
--- a/examples/pytorch/clangformat_linter.py
+++ b/examples/pytorch/clangformat_linter.py
@@ -202,11 +202,13 @@ def main() -> None:
 
     logging.basicConfig(
         format="<%(threadName)s:%(levelname)s> %(message)s",
-        level=logging.NOTSET
-        if args.verbose
-        else logging.DEBUG
-        if len(args.filenames) < 1000
-        else logging.INFO,
+        level=(
+            logging.NOTSET
+            if args.verbose
+            else logging.DEBUG
+            if len(args.filenames) < 1000
+            else logging.INFO
+        ),
         stream=sys.stderr,
     )
 
diff --git a/examples/pytorch/clangtidy_linter.py b/examples/pytorch/clangtidy_linter.py
index 7ff3d03..3a0d471 100644
--- a/examples/pytorch/clangtidy_linter.py
+++ b/examples/pytorch/clangtidy_linter.py
@@ -181,9 +181,12 @@ def check_file(
                 name=match["code"],
                 description=match["message"],
                 line=int(match["line"]),
-                char=int(match["column"])
-                if match["column"] is not None and not match["column"].startswith("-")
-                else None,
+                char=(
+                    int(match["column"])
+                    if match["column"] is not None
+                    and not match["column"].startswith("-")
+                    else None
+                ),
                 code="CLANGTIDY",
                 severity=severities.get(match["severity"], LintSeverity.ERROR),
                 original=None,
@@ -228,11 +231,13 @@ def main() -> None:
 
     logging.basicConfig(
         format="<%(threadName)s:%(levelname)s> %(message)s",
-        level=logging.NOTSET
-        if args.verbose
-        else logging.DEBUG
-        if len(args.filenames) < 1000
-        else logging.INFO,
+        level=(
+            logging.NOTSET
+            if args.verbose
+            else logging.DEBUG
+            if len(args.filenames) < 1000
+            else logging.INFO
+        ),
         stream=sys.stderr,
     )
 
diff --git a/examples/pytorch/exec_linter.py b/examples/pytorch/exec_linter.py
index 4a6f1e6..dcb6fec 100644
--- a/examples/pytorch/exec_linter.py
+++ b/examples/pytorch/exec_linter.py
@@ -68,11 +68,13 @@ def check_file(filename: str) -> Optional[LintMessage]:
 
     logging.basicConfig(
         format="<%(threadName)s:%(levelname)s> %(message)s",
-        level=logging.NOTSET
-        if args.verbose
-        else logging.DEBUG
-        if len(args.filenames) < 1000
-        else logging.INFO,
+        level=(
+            logging.NOTSET
+            if args.verbose
+            else logging.DEBUG
+            if len(args.filenames) < 1000
+            else logging.INFO
+        ),
         stream=sys.stderr,
     )
 
diff --git a/examples/pytorch/flake8_linter.py b/examples/pytorch/flake8_linter.py
index 4973cdc..80a4c08 100644
--- a/examples/pytorch/flake8_linter.py
+++ b/examples/pytorch/flake8_linter.py
@@ -264,9 +264,11 @@ def check_files(
     try:
         proc = run_command(
             [sys.executable, "-mflake8", "--exit-zero"] + filenames,
-            extra_env={"FLAKE8_PLUGINS_PATH": flake8_plugins_path}
-            if flake8_plugins_path
-            else None,
+            extra_env=(
+                {"FLAKE8_PLUGINS_PATH": flake8_plugins_path}
+                if flake8_plugins_path
+                else None
+            ),
             retries=retries,
         )
     except (OSError, subprocess.CalledProcessError) as err:
@@ -307,9 +309,11 @@ def check_files(
                 get_issue_documentation_url(match["code"]),
             ),
             line=int(match["line"]),
-            char=int(match["column"])
-            if match["column"] is not None and not match["column"].startswith("-")
-            else None,
+            char=(
+                int(match["column"])
+                if match["column"] is not None and not match["column"].startswith("-")
+                else None
+            ),
             code="FLAKE8",
             severity=severities.get(match["code"]) or get_issue_severity(match["code"]),
             original=None,
@@ -353,11 +357,13 @@ def main() -> None:
 
     logging.basicConfig(
         format="<%(threadName)s:%(levelname)s> %(message)s",
-        level=logging.NOTSET
-        if args.verbose
-        else logging.DEBUG
-        if len(args.filenames) < 1000
-        else logging.INFO,
+        level=(
+            logging.NOTSET
+            if args.verbose
+            else logging.DEBUG
+            if len(args.filenames) < 1000
+            else logging.INFO
+        ),
         stream=sys.stderr,
     )
 
diff --git a/examples/pytorch/grep_linter.py b/examples/pytorch/grep_linter.py
index 787ffda..af60da4 100644
--- a/examples/pytorch/grep_linter.py
+++ b/examples/pytorch/grep_linter.py
@@ -209,11 +209,13 @@ def main() -> None:
 
     logging.basicConfig(
         format="<%(threadName)s:%(levelname)s> %(message)s",
-        level=logging.NOTSET
-        if args.verbose
-        else logging.DEBUG
-        if len(args.filenames) < 1000
-        else logging.INFO,
+        level=(
+            logging.NOTSET
+            if args.verbose
+            else logging.DEBUG
+            if len(args.filenames) < 1000
+            else logging.INFO
+        ),
         stream=sys.stderr,
     )
 
diff --git a/examples/pytorch/isort_linter.py b/examples/pytorch/isort_linter.py
index f4323ed..a0fa19d 100644
--- a/examples/pytorch/isort_linter.py
+++ b/examples/pytorch/isort_linter.py
@@ -200,11 +200,13 @@ def main() -> None:
 
     logging.basicConfig(
         format="<%(threadName)s:%(levelname)s> %(message)s",
-        level=logging.NOTSET
-        if args.verbose
-        else logging.DEBUG
-        if len(args.filenames) < 1000
-        else logging.INFO,
+        level=(
+            logging.NOTSET
+            if args.verbose
+            else logging.DEBUG
+            if len(args.filenames) < 1000
+            else logging.INFO
+        ),
         stream=sys.stderr,
     )
 
diff --git a/examples/pytorch/mypy_linter.py b/examples/pytorch/mypy_linter.py
index 9d3778a..bc07989 100644
--- a/examples/pytorch/mypy_linter.py
+++ b/examples/pytorch/mypy_linter.py
@@ -116,9 +116,11 @@ def check_files(
             name=match["code"],
             description=match["message"],
             line=int(match["line"]),
-            char=int(match["column"])
-            if match["column"] is not None and not match["column"].startswith("-")
-            else None,
+            char=(
+                int(match["column"])
+                if match["column"] is not None and not match["column"].startswith("-")
+                else None
+            ),
             code="MYPY",
             severity=severities.get(match["severity"], LintSeverity.ERROR),
             original=None,
@@ -158,11 +160,13 @@ def main() -> None:
 
     logging.basicConfig(
         format="<%(threadName)s:%(levelname)s> %(message)s",
-        level=logging.NOTSET
-        if args.verbose
-        else logging.DEBUG
-        if len(args.filenames) < 1000
-        else logging.INFO,
+        level=(
+            logging.NOTSET
+            if args.verbose
+            else logging.DEBUG
+            if len(args.filenames) < 1000
+            else logging.INFO
+        ),
         stream=sys.stderr,
     )
 
diff --git a/examples/pytorch/newlines_linter.py b/examples/pytorch/newlines_linter.py
index 510a73a..93cfb4f 100644
--- a/examples/pytorch/newlines_linter.py
+++ b/examples/pytorch/newlines_linter.py
@@ -145,11 +145,13 @@ def check_file(filename: str) -> Optional[LintMessage]:
 
     logging.basicConfig(
         format="<%(threadName)s:%(levelname)s> %(message)s",
-        level=logging.NOTSET
-        if args.verbose
-        else logging.DEBUG
-        if len(args.filenames) < 1000
-        else logging.INFO,
+        level=(
+            logging.NOTSET
+            if args.verbose
+            else logging.DEBUG
+            if len(args.filenames) < 1000
+            else logging.INFO
+        ),
         stream=sys.stderr,
     )
 
diff --git a/examples/pytorch/s3_init.py b/examples/pytorch/s3_init.py
index 86d9796..85b5fd8 100644
--- a/examples/pytorch/s3_init.py
+++ b/examples/pytorch/s3_init.py
@@ -189,9 +189,11 @@ def download(
         DRY_RUN = True
 
     logging.basicConfig(
-        format="[DRY_RUN] %(levelname)s: %(message)s"
-        if DRY_RUN
-        else "%(levelname)s: %(message)s",
+        format=(
+            "[DRY_RUN] %(levelname)s: %(message)s"
+            if DRY_RUN
+            else "%(levelname)s: %(message)s"
+        ),
         level=logging.INFO,
         stream=sys.stderr,
     )
diff --git a/examples/pytorch/ufmt_linter.py b/examples/pytorch/ufmt_linter.py
index 5c9636d..f9a6a08 100644
--- a/examples/pytorch/ufmt_linter.py
+++ b/examples/pytorch/ufmt_linter.py
@@ -116,11 +116,13 @@ def main() -> None:
 
     logging.basicConfig(
         format="<%(threadName)s:%(levelname)s> %(message)s",
-        level=logging.NOTSET
-        if args.verbose
-        else logging.DEBUG
-        if len(args.filenames) < 1000
-        else logging.INFO,
+        level=(
+            logging.NOTSET
+            if args.verbose
+            else logging.DEBUG
+            if len(args.filenames) < 1000
+            else logging.INFO
+        ),
         stream=sys.stderr,
     )
 
diff --git a/lintrunner_adapters/__init__.py b/lintrunner_adapters/__init__.py
index b33786e..76ab219 100644
--- a/lintrunner_adapters/__init__.py
+++ b/lintrunner_adapters/__init__.py
@@ -1,4 +1,5 @@
 """Adapters and tools for lintrunner."""
+
 from __future__ import annotations
 
 __all__ = [
diff --git a/lintrunner_adapters/__main__.py b/lintrunner_adapters/__main__.py
index 22396dc..243f9c4 100644
--- a/lintrunner_adapters/__main__.py
+++ b/lintrunner_adapters/__main__.py
@@ -10,6 +10,7 @@
 
 to list available adapters.
 """
+
 from __future__ import annotations
 
 import json
diff --git a/lintrunner_adapters/adapters/add_trailing_comma_linter.py b/lintrunner_adapters/adapters/add_trailing_comma_linter.py
index 89e4a0b..580eecd 100644
--- a/lintrunner_adapters/adapters/add_trailing_comma_linter.py
+++ b/lintrunner_adapters/adapters/add_trailing_comma_linter.py
@@ -114,11 +114,13 @@ def main() -> None:
 
     logging.basicConfig(
         format="<%(threadName)s:%(levelname)s> %(message)s",
-        level=logging.NOTSET
-        if args.verbose
-        else logging.DEBUG
-        if len(args.filenames) < 1000
-        else logging.INFO,
+        level=(
+            logging.NOTSET
+            if args.verbose
+            else logging.DEBUG
+            if len(args.filenames) < 1000
+            else logging.INFO
+        ),
         stream=sys.stderr,
     )
 
diff --git a/lintrunner_adapters/adapters/black_isort_linter.py b/lintrunner_adapters/adapters/black_isort_linter.py
index 5f1beb3..fbc1aae 100644
--- a/lintrunner_adapters/adapters/black_isort_linter.py
+++ b/lintrunner_adapters/adapters/black_isort_linter.py
@@ -8,6 +8,7 @@
 import concurrent.futures
 import logging
 import os
+import pathlib
 import subprocess
 import sys
 
@@ -39,6 +40,10 @@ def check_file(
             )
             import_sorted = proc.stdout
             # Pipe isort's result to black
+
+            # Resolve the file path to get around errors with Python 3.8/3.9 on Windows
+            # https://github.com/psf/black/issues/4209
+            resolved_filename = str(pathlib.Path(filename).resolve())
             proc = run_command(
                 [
                     sys.executable,
@@ -47,7 +52,7 @@ def check_file(
                     *(("--ipynb",) if filename.endswith(".ipynb") else ()),
                     *(("--fast",) if fast else ()),
                     "--stdin-filename",
-                    filename,
+                    resolved_filename,
                     "-",
                 ],
                 stdin=None,
@@ -143,11 +148,13 @@ def main() -> None:
 
     logging.basicConfig(
         format="<%(threadName)s:%(levelname)s> %(message)s",
-        level=logging.NOTSET
-        if args.verbose
-        else logging.DEBUG
-        if len(args.filenames) < 1000
-        else logging.INFO,
+        level=(
+            logging.NOTSET
+            if args.verbose
+            else logging.DEBUG
+            if len(args.filenames) < 1000
+            else logging.INFO
+        ),
         stream=sys.stderr,
     )
 
diff --git a/lintrunner_adapters/adapters/black_linter.py b/lintrunner_adapters/adapters/black_linter.py
index fb26df6..e36eab4 100644
--- a/lintrunner_adapters/adapters/black_linter.py
+++ b/lintrunner_adapters/adapters/black_linter.py
@@ -6,6 +6,7 @@
 import concurrent.futures
 import logging
 import os
+import pathlib
 import subprocess
 import sys
 
@@ -26,6 +27,9 @@ def check_file(
         with open(filename, "rb") as f:
             original = f.read()
         with open(filename, "rb") as f:
+            # Resolve the file path to get around errors with Python 3.8/3.9 on Windows
+            # https://github.com/psf/black/issues/4209
+            resolved_filename = str(pathlib.Path(filename).resolve())
             proc = run_command(
                 [
                     sys.executable,
@@ -34,7 +38,7 @@ def check_file(
                     *(("--ipynb",) if filename.endswith(".ipynb") else ()),
                     *(("--fast",) if fast else ()),
                     "--stdin-filename",
-                    filename,
+                    resolved_filename,
                     "-",
                 ],
                 stdin=f,
@@ -129,11 +133,13 @@ def main() -> None:
 
     logging.basicConfig(
         format="<%(threadName)s:%(levelname)s> %(message)s",
-        level=logging.NOTSET
-        if args.verbose
-        else logging.DEBUG
-        if len(args.filenames) < 1000
-        else logging.INFO,
+        level=(
+            logging.NOTSET
+            if args.verbose
+            else logging.DEBUG
+            if len(args.filenames) < 1000
+            else logging.INFO
+        ),
         stream=sys.stderr,
     )
 
diff --git a/lintrunner_adapters/adapters/clangformat_linter.py b/lintrunner_adapters/adapters/clangformat_linter.py
index b9465f1..55d25dd 100644
--- a/lintrunner_adapters/adapters/clangformat_linter.py
+++ b/lintrunner_adapters/adapters/clangformat_linter.py
@@ -136,11 +136,13 @@ def main() -> None:
 
     logging.basicConfig(
         format="<%(threadName)s:%(levelname)s> %(message)s",
-        level=logging.NOTSET
-        if args.verbose
-        else logging.DEBUG
-        if len(args.filenames) < 1000
-        else logging.INFO,
+        level=(
+            logging.NOTSET
+            if args.verbose
+            else logging.DEBUG
+            if len(args.filenames) < 1000
+            else logging.INFO
+        ),
         stream=sys.stderr,
     )
 
diff --git a/lintrunner_adapters/adapters/clippy_linter.py b/lintrunner_adapters/adapters/clippy_linter.py
index a4c723f..ddaeb95 100644
--- a/lintrunner_adapters/adapters/clippy_linter.py
+++ b/lintrunner_adapters/adapters/clippy_linter.py
@@ -219,11 +219,13 @@ def main() -> None:
 
     logging.basicConfig(
         format="<%(threadName)s:%(levelname)s> %(message)s",
-        level=logging.NOTSET
-        if args.verbose
-        else logging.DEBUG
-        if len(args.filenames) < 1000
-        else logging.INFO,
+        level=(
+            logging.NOTSET
+            if args.verbose
+            else logging.DEBUG
+            if len(args.filenames) < 1000
+            else logging.INFO
+        ),
         stream=sys.stderr,
     )
 
diff --git a/lintrunner_adapters/adapters/django_upgrade_linter.py b/lintrunner_adapters/adapters/django_upgrade_linter.py
index 2422065..9636cac 100644
--- a/lintrunner_adapters/adapters/django_upgrade_linter.py
+++ b/lintrunner_adapters/adapters/django_upgrade_linter.py
@@ -121,11 +121,13 @@ def main() -> None:
 
     logging.basicConfig(
         format="<%(threadName)s:%(levelname)s> %(message)s",
-        level=logging.NOTSET
-        if args.verbose
-        else logging.DEBUG
-        if len(args.filenames) < 1000
-        else logging.INFO,
+        level=(
+            logging.NOTSET
+            if args.verbose
+            else logging.DEBUG
+            if len(args.filenames) < 1000
+            else logging.INFO
+        ),
         stream=sys.stderr,
     )
 
diff --git a/lintrunner_adapters/adapters/editorconfig_checker_linter.py b/lintrunner_adapters/adapters/editorconfig_checker_linter.py
index 1863201..30b0008 100644
--- a/lintrunner_adapters/adapters/editorconfig_checker_linter.py
+++ b/lintrunner_adapters/adapters/editorconfig_checker_linter.py
@@ -99,11 +99,13 @@ def main() -> None:
 
     logging.basicConfig(
         format="<%(threadName)s:%(levelname)s> %(message)s",
-        level=logging.NOTSET
-        if args.verbose
-        else logging.DEBUG
-        if len(args.filenames) < 1000
-        else logging.INFO,
+        level=(
+            logging.NOTSET
+            if args.verbose
+            else logging.DEBUG
+            if len(args.filenames) < 1000
+            else logging.INFO
+        ),
         stream=sys.stderr,
     )
 
diff --git a/lintrunner_adapters/adapters/exec_linter.py b/lintrunner_adapters/adapters/exec_linter.py
index f124795..2f196e0 100644
--- a/lintrunner_adapters/adapters/exec_linter.py
+++ b/lintrunner_adapters/adapters/exec_linter.py
@@ -50,11 +50,13 @@ def main() -> None:
 
     logging.basicConfig(
         format="<%(threadName)s:%(levelname)s> %(message)s",
-        level=logging.NOTSET
-        if args.verbose
-        else logging.DEBUG
-        if len(args.filenames) < 1000
-        else logging.INFO,
+        level=(
+            logging.NOTSET
+            if args.verbose
+            else logging.DEBUG
+            if len(args.filenames) < 1000
+            else logging.INFO
+        ),
         stream=sys.stderr,
     )
 
diff --git a/lintrunner_adapters/adapters/flake8_linter.py b/lintrunner_adapters/adapters/flake8_linter.py
index 68bb892..9e1de6d 100644
--- a/lintrunner_adapters/adapters/flake8_linter.py
+++ b/lintrunner_adapters/adapters/flake8_linter.py
@@ -252,9 +252,11 @@ def check_files(
                 show_disable,
             ),
             line=int(match["line"]),
-            char=int(match["column"])
-            if match["column"] is not None and not match["column"].startswith("-")
-            else None,
+            char=(
+                int(match["column"])
+                if match["column"] is not None and not match["column"].startswith("-")
+                else None
+            ),
             code=LINTER_CODE,
             severity=severities.get(match["code"]) or get_issue_severity(match["code"]),
             original=None,
@@ -303,11 +305,13 @@ def main() -> None:
 
     logging.basicConfig(
         format="<%(threadName)s:%(levelname)s> %(message)s",
-        level=logging.NOTSET
-        if args.verbose
-        else logging.DEBUG
-        if len(args.filenames) < 1000
-        else logging.INFO,
+        level=(
+            logging.NOTSET
+            if args.verbose
+            else logging.DEBUG
+            if len(args.filenames) < 1000
+            else logging.INFO
+        ),
         stream=sys.stderr,
     )
 
diff --git a/lintrunner_adapters/adapters/grep_linter.py b/lintrunner_adapters/adapters/grep_linter.py
index 5f752cf..f1493f4 100644
--- a/lintrunner_adapters/adapters/grep_linter.py
+++ b/lintrunner_adapters/adapters/grep_linter.py
@@ -163,11 +163,13 @@ def main() -> None:
 
     logging.basicConfig(
         format="<%(threadName)s:%(levelname)s> %(message)s",
-        level=logging.NOTSET
-        if args.verbose
-        else logging.DEBUG
-        if len(args.filenames) < 1000
-        else logging.INFO,
+        level=(
+            logging.NOTSET
+            if args.verbose
+            else logging.DEBUG
+            if len(args.filenames) < 1000
+            else logging.INFO
+        ),
         stream=sys.stderr,
     )
 
diff --git a/lintrunner_adapters/adapters/isort_linter.py b/lintrunner_adapters/adapters/isort_linter.py
index 5542c6b..cad0a57 100644
--- a/lintrunner_adapters/adapters/isort_linter.py
+++ b/lintrunner_adapters/adapters/isort_linter.py
@@ -113,11 +113,13 @@ def main() -> None:
 
     logging.basicConfig(
         format="<%(threadName)s:%(levelname)s> %(message)s",
-        level=logging.NOTSET
-        if args.verbose
-        else logging.DEBUG
-        if len(args.filenames) < 1000
-        else logging.INFO,
+        level=(
+            logging.NOTSET
+            if args.verbose
+            else logging.DEBUG
+            if len(args.filenames) < 1000
+            else logging.INFO
+        ),
         stream=sys.stderr,
     )
 
diff --git a/lintrunner_adapters/adapters/mypy_linter.py b/lintrunner_adapters/adapters/mypy_linter.py
index 928dc60..cd116f1 100644
--- a/lintrunner_adapters/adapters/mypy_linter.py
+++ b/lintrunner_adapters/adapters/mypy_linter.py
@@ -101,9 +101,11 @@ def check_files(
             description=match["message"]
             + (disable_message(match["code"]) if show_disable else ""),
             line=int(match["line"]),
-            char=int(match["column"])
-            if match["column"] is not None and not match["column"].startswith("-")
-            else None,
+            char=(
+                int(match["column"])
+                if match["column"] is not None and not match["column"].startswith("-")
+                else None
+            ),
             code=LINTER_CODE,
             severity=SEVERITIES.get(match["severity"], LintSeverity.ERROR),
             original=None,
@@ -138,11 +140,13 @@ def main() -> None:
 
     logging.basicConfig(
         format="<%(threadName)s:%(levelname)s> %(message)s",
-        level=logging.NOTSET
-        if args.verbose
-        else logging.DEBUG
-        if len(args.filenames) < 1000
-        else logging.INFO,
+        level=(
+            logging.NOTSET
+            if args.verbose
+            else logging.DEBUG
+            if len(args.filenames) < 1000
+            else logging.INFO
+        ),
         stream=sys.stderr,
     )
 
diff --git a/lintrunner_adapters/adapters/newlines_linter.py b/lintrunner_adapters/adapters/newlines_linter.py
index ee32997..7808017 100644
--- a/lintrunner_adapters/adapters/newlines_linter.py
+++ b/lintrunner_adapters/adapters/newlines_linter.py
@@ -133,11 +133,13 @@ def check_file(filename: str) -> LintMessage | None:
 
     logging.basicConfig(
         format="<%(threadName)s:%(levelname)s> %(message)s",
-        level=logging.NOTSET
-        if args.verbose
-        else logging.DEBUG
-        if len(args.filenames) < 1000
-        else logging.INFO,
+        level=(
+            logging.NOTSET
+            if args.verbose
+            else logging.DEBUG
+            if len(args.filenames) < 1000
+            else logging.INFO
+        ),
         stream=sys.stderr,
     )
 
diff --git a/lintrunner_adapters/adapters/pylint_linter.py b/lintrunner_adapters/adapters/pylint_linter.py
index fa62941..d716dbb 100644
--- a/lintrunner_adapters/adapters/pylint_linter.py
+++ b/lintrunner_adapters/adapters/pylint_linter.py
@@ -159,9 +159,11 @@ def check_files(
                 match["message"], match["code"], match["string_code"], show_disable
             ),
             line=int(match["line"]),
-            char=int(match["column"])
-            if match["column"] is not None and not match["column"].startswith("-")
-            else None,
+            char=(
+                int(match["column"])
+                if match["column"] is not None and not match["column"].startswith("-")
+                else None
+            ),
             code=LINTER_CODE,
             severity=SEVERITIES.get(match["code"][0], LintSeverity.ERROR),
             original=None,
@@ -198,11 +200,13 @@ def main() -> None:
 
     logging.basicConfig(
         format="<%(threadName)s:%(levelname)s> %(message)s",
-        level=logging.NOTSET
-        if args.verbose
-        else logging.DEBUG
-        if len(args.filenames) < 1000
-        else logging.INFO,
+        level=(
+            logging.NOTSET
+            if args.verbose
+            else logging.DEBUG
+            if len(args.filenames) < 1000
+            else logging.INFO
+        ),
         stream=sys.stderr,
     )
 
diff --git a/lintrunner_adapters/adapters/pyupgrade_linter.py b/lintrunner_adapters/adapters/pyupgrade_linter.py
index 539be22..d942934 100644
--- a/lintrunner_adapters/adapters/pyupgrade_linter.py
+++ b/lintrunner_adapters/adapters/pyupgrade_linter.py
@@ -131,11 +131,13 @@ def main() -> None:
 
     logging.basicConfig(
         format="<%(threadName)s:%(levelname)s> %(message)s",
-        level=logging.NOTSET
-        if args.verbose
-        else logging.DEBUG
-        if len(args.filenames) < 1000
-        else logging.INFO,
+        level=(
+            logging.NOTSET
+            if args.verbose
+            else logging.DEBUG
+            if len(args.filenames) < 1000
+            else logging.INFO
+        ),
         stream=sys.stderr,
     )
 
diff --git a/lintrunner_adapters/adapters/refurb_linter.py b/lintrunner_adapters/adapters/refurb_linter.py
index 5a66f1f..dfb8a23 100644
--- a/lintrunner_adapters/adapters/refurb_linter.py
+++ b/lintrunner_adapters/adapters/refurb_linter.py
@@ -98,9 +98,11 @@ def check_files(
                 show_disable,
             ),
             line=int(match["line"]),
-            char=int(match["column"])
-            if match["column"] is not None and not match["column"].startswith("-")
-            else None,
+            char=(
+                int(match["column"])
+                if match["column"] is not None and not match["column"].startswith("-")
+                else None
+            ),
             code=LINTER_CODE,
             severity=severities.get(match["code"], LintSeverity.ADVICE),
             original=None,
@@ -137,11 +139,13 @@ def main() -> None:
 
     logging.basicConfig(
         format="<%(threadName)s:%(levelname)s> %(message)s",
-        level=logging.NOTSET
-        if args.verbose
-        else logging.DEBUG
-        if len(args.filenames) < 1000
-        else logging.INFO,
+        level=(
+            logging.NOTSET
+            if args.verbose
+            else logging.DEBUG
+            if len(args.filenames) < 1000
+            else logging.INFO
+        ),
         stream=sys.stderr,
     )
 
diff --git a/lintrunner_adapters/adapters/requirements_txt_linter.py b/lintrunner_adapters/adapters/requirements_txt_linter.py
index 0791034..ce81630 100644
--- a/lintrunner_adapters/adapters/requirements_txt_linter.py
+++ b/lintrunner_adapters/adapters/requirements_txt_linter.py
@@ -171,11 +171,13 @@ def main() -> None:
 
     logging.basicConfig(
         format="<%(threadName)s:%(levelname)s> %(message)s",
-        level=logging.NOTSET
-        if args.verbose
-        else logging.DEBUG
-        if len(args.filenames) < 1000
-        else logging.INFO,
+        level=(
+            logging.NOTSET
+            if args.verbose
+            else logging.DEBUG
+            if len(args.filenames) < 1000
+            else logging.INFO
+        ),
         stream=sys.stderr,
     )
 
diff --git a/lintrunner_adapters/adapters/ruff_fix_linter.py b/lintrunner_adapters/adapters/ruff_fix_linter.py
index ee4445b..4f0ef0f 100644
--- a/lintrunner_adapters/adapters/ruff_fix_linter.py
+++ b/lintrunner_adapters/adapters/ruff_fix_linter.py
@@ -113,11 +113,13 @@ def main() -> None:
 
     logging.basicConfig(
         format="<%(threadName)s:%(levelname)s> %(message)s",
-        level=logging.NOTSET
-        if args.verbose
-        else logging.DEBUG
-        if len(args.filenames) < 1000
-        else logging.INFO,
+        level=(
+            logging.NOTSET
+            if args.verbose
+            else logging.DEBUG
+            if len(args.filenames) < 1000
+            else logging.INFO
+        ),
         stream=sys.stderr,
     )
 
diff --git a/lintrunner_adapters/adapters/ruff_format_linter.py b/lintrunner_adapters/adapters/ruff_format_linter.py
index 2c4723f..1498b8f 100644
--- a/lintrunner_adapters/adapters/ruff_format_linter.py
+++ b/lintrunner_adapters/adapters/ruff_format_linter.py
@@ -112,11 +112,13 @@ def main() -> None:
 
     logging.basicConfig(
         format="<%(threadName)s:%(levelname)s> %(message)s",
-        level=logging.NOTSET
-        if args.verbose
-        else logging.DEBUG
-        if len(args.filenames) < 1000
-        else logging.INFO,
+        level=(
+            logging.NOTSET
+            if args.verbose
+            else logging.DEBUG
+            if len(args.filenames) < 1000
+            else logging.INFO
+        ),
         stream=sys.stderr,
     )
 
diff --git a/lintrunner_adapters/adapters/ruff_linter.py b/lintrunner_adapters/adapters/ruff_linter.py
index 38c091b..2c7ec50 100644
--- a/lintrunner_adapters/adapters/ruff_linter.py
+++ b/lintrunner_adapters/adapters/ruff_linter.py
@@ -282,11 +282,13 @@ def main() -> None:
 
     logging.basicConfig(
         format="<%(threadName)s:%(levelname)s> %(message)s",
-        level=logging.NOTSET
-        if args.verbose
-        else logging.DEBUG
-        if len(args.filenames) < 1000
-        else logging.INFO,
+        level=(
+            logging.NOTSET
+            if args.verbose
+            else logging.DEBUG
+            if len(args.filenames) < 1000
+            else logging.INFO
+        ),
         stream=sys.stderr,
     )
 
diff --git a/lintrunner_adapters/adapters/rustfmt_linter.py b/lintrunner_adapters/adapters/rustfmt_linter.py
index 6de09fb..ec72d95 100644
--- a/lintrunner_adapters/adapters/rustfmt_linter.py
+++ b/lintrunner_adapters/adapters/rustfmt_linter.py
@@ -190,11 +190,13 @@ def main() -> None:
 
     logging.basicConfig(
         format="<%(threadName)s:%(levelname)s> %(message)s",
-        level=logging.NOTSET
-        if args.verbose
-        else logging.DEBUG
-        if len(args.filenames) < 1000
-        else logging.INFO,
+        level=(
+            logging.NOTSET
+            if args.verbose
+            else logging.DEBUG
+            if len(args.filenames) < 1000
+            else logging.INFO
+        ),
         stream=sys.stderr,
     )
 
diff --git a/lintrunner_adapters/adapters/toml_sort_linter.py b/lintrunner_adapters/adapters/toml_sort_linter.py
index d536b10..b9f43b3 100644
--- a/lintrunner_adapters/adapters/toml_sort_linter.py
+++ b/lintrunner_adapters/adapters/toml_sort_linter.py
@@ -109,11 +109,13 @@ def main() -> None:
 
     logging.basicConfig(
         format="<%(threadName)s:%(levelname)s> %(message)s",
-        level=logging.NOTSET
-        if args.verbose
-        else logging.DEBUG
-        if len(args.filenames) < 1000
-        else logging.INFO,
+        level=(
+            logging.NOTSET
+            if args.verbose
+            else logging.DEBUG
+            if len(args.filenames) < 1000
+            else logging.INFO
+        ),
         stream=sys.stderr,
     )
 
diff --git a/lintrunner_adapters/adapters/ufmt_linter.py b/lintrunner_adapters/adapters/ufmt_linter.py
index 10f5f08..f0716ee 100644
--- a/lintrunner_adapters/adapters/ufmt_linter.py
+++ b/lintrunner_adapters/adapters/ufmt_linter.py
@@ -90,11 +90,13 @@ def main() -> None:
 
     logging.basicConfig(
         format="<%(threadName)s:%(levelname)s> %(message)s",
-        level=logging.NOTSET
-        if args.verbose
-        else logging.DEBUG
-        if len(args.filenames) < 1000
-        else logging.INFO,
+        level=(
+            logging.NOTSET
+            if args.verbose
+            else logging.DEBUG
+            if len(args.filenames) < 1000
+            else logging.INFO
+        ),
         stream=sys.stderr,
     )
 
diff --git a/lintrunner_adapters/tools/convert_to_sarif.py b/lintrunner_adapters/tools/convert_to_sarif.py
index 822a844..f2d1f96 100644
--- a/lintrunner_adapters/tools/convert_to_sarif.py
+++ b/lintrunner_adapters/tools/convert_to_sarif.py
@@ -19,7 +19,7 @@ def severity_to_github_level(severity: str) -> str:
 
 
 def parse_single_lintrunner_result(
-    lintrunner_result: dict[str, Any]
+    lintrunner_result: dict[str, Any],
 ) -> tuple[dict[str, Any], dict[str, Any]]:
     r"""Parse a single lintrunner result.