From 241f54d16a1ace81f39e1bd8812b2e2addb38a57 Mon Sep 17 00:00:00 2001
From: "pre-commit-ci[bot]"
 <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Date: Mon, 19 Jan 2026 20:48:13 +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/psf/black-pre-commit-mirror: 25.12.0 → 26.1.0](https://github.com/psf/black-pre-commit-mirror/compare/25.12.0...26.1.0)
---
 .pre-commit-config.yaml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 77a96398..aec1f54c 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -15,6 +15,6 @@ repos:
         exclude: docs/tutorials
 
   - repo: https://github.com/psf/black-pre-commit-mirror
-    rev: "25.12.0"
+    rev: "26.1.0"
     hooks:
       - id: black-jupyter

From 9163955103a7101a8aee0958e7932782ded1d4f3 Mon Sep 17 00:00:00 2001
From: "pre-commit-ci[bot]"
 <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Date: Mon, 19 Jan 2026 20:48:30 +0000
Subject: [PATCH 2/2] [pre-commit.ci] auto fixes from pre-commit.com hooks

for more information, see https://pre-commit.ci
---
 docs/tutorials/parallel.ipynb | 6 ++----
 1 file changed, 2 insertions(+), 4 deletions(-)

diff --git a/docs/tutorials/parallel.ipynb b/docs/tutorials/parallel.ipynb
index 60580a25..a2f7afb7 100644
--- a/docs/tutorials/parallel.ipynb
+++ b/docs/tutorials/parallel.ipynb
@@ -255,8 +255,7 @@
    ],
    "source": [
     "with open(\"script.py\", \"w\") as f:\n",
-    "    f.write(\n",
-    "        \"\"\"\n",
+    "    f.write(\"\"\"\n",
     "import sys\n",
     "import time\n",
     "import emcee\n",
@@ -285,8 +284,7 @@
     "    sampler.run_mcmc(initial, nsteps)\n",
     "    end = time.time()\n",
     "    print(end - start)\n",
-    "\"\"\"\n",
-    "    )\n",
+    "\"\"\")\n",
     "\n",
     "mpi_time = !mpiexec -n {ncpu} python script.py\n",
     "mpi_time = float(mpi_time[0])\n",