[pre-commit.ci] pre-commit autoupdate (#350)

* [pre-commit.ci] pre-commit autoupdate

updates:
- [github.com/astral-sh/ruff-pre-commit: v0.1.9 → v0.3.5](astral-sh/ruff-pre-commit@v0.1.9...v0.3.5)
- [github.com/psf/black-pre-commit-mirror: 23.12.1 → 24.3.0](psf/black-pre-commit-mirror@23.12.1...24.3.0)
- [github.com/nbQA-dev/nbQA: 1.7.1 → 1.8.5](nbQA-dev/nbQA@1.7.1...1.8.5)
- [github.com/kynan/nbstripout: 0.6.1 → 0.7.1](kynan/nbstripout@0.6.1...0.7.1)
- [github.com/abravalheri/validate-pyproject: v0.15 → v0.16](abravalheri/validate-pyproject@v0.15...v0.16)
- [github.com/rhysd/actionlint: v1.6.26 → v1.6.27](rhysd/actionlint@v1.6.26...v1.6.27)

* [pre-commit.ci] auto fixes from pre-commit.com hooks

for more information, see https://pre-commit.ci

---------

Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>

.pre-commit-config.yaml

@@ -4,7 +4,7 @@ ci:
 repos:
   - repo: https://github.com/astral-sh/ruff-pre-commit
     # Ruff version.
-    rev: "v0.1.9"
+    rev: "v0.3.5"
     hooks:
       - id: ruff
         args: ["--fix", "--show-fixes"]
@@ -23,7 +23,7 @@ repos:
       - id: check-docstring-first
 
   - repo: https://github.com/psf/black-pre-commit-mirror
-    rev: 23.12.1
+    rev: 24.3.0
     hooks:
       - id: black
 
@@ -36,14 +36,14 @@ repos:
           - mdformat-myst
 
   - repo: https://github.com/nbQA-dev/nbQA
-    rev: 1.7.1
+    rev: 1.8.5
     hooks:
       - id: nbqa-black
       - id: nbqa-ruff
         args: [--fix]
 
   - repo: https://github.com/kynan/nbstripout
-    rev: 0.6.1
+    rev: 0.7.1
     hooks:
       - id: nbstripout
         args: [--extra-keys=metadata.kernelspec metadata.language_info.version]
@@ -56,12 +56,12 @@ repos:
           - tomli
 
   - repo: https://github.com/abravalheri/validate-pyproject
-    rev: v0.15
+    rev: v0.16
     hooks:
       - id: validate-pyproject
 
   - repo: https://github.com/rhysd/actionlint
-    rev: v1.6.26
+    rev: v1.6.27
     hooks:
       - id: actionlint
         files: ".github/workflows/"

docs/source/user-stories/climatology-hourly.ipynb

@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "markdown",
-   "id": "84e8bbee-90cc-4e6a-bf89-c56dc19c11ca",
+   "id": "0",
    "metadata": {},
    "source": [
     "# More climatology reductions\n",
@@ -26,7 +26,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "727f490e-906a-4537-ac5e-3c67985cd6d5",
+   "id": "1",
    "metadata": {},
    "outputs": [
     {
@@ -73,7 +73,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "6085684f-cafa-450c-8448-d5c9c1cbb55f",
+   "id": "2",
    "metadata": {},
    "outputs": [
     {
@@ -98,7 +98,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "5380714a-b35f-4fb0-8b3d-7528ef7a7595",
+   "id": "3",
    "metadata": {},
    "source": [
     "## Create data\n"
@@ -107,7 +107,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "2aa66559-b2dd-4b46-b32b-f1ce2270c3de",
+   "id": "4",
    "metadata": {},
    "outputs": [
     {
@@ -636,7 +636,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "3a350782-b747-4e5e-8b8b-15fab72c0d2c",
+   "id": "5",
    "metadata": {},
    "source": [
     "Here's just plain xarray: 10000 tasks and one chunk per hour in the output\n"
@@ -645,7 +645,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "ecc77698-5879-4b7c-ad97-891fb104d295",
+   "id": "6",
    "metadata": {},
    "outputs": [
     {
@@ -1173,7 +1173,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "beccd9f8-ad62-4cd8-86cc-acfe14f13023",
+   "id": "7",
    "metadata": {},
    "source": [
     "And flox: 600 tasks and all hours in a single chunk\n"
@@ -1182,7 +1182,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "0a3da8e5-863a-4602-9176-0a9adc689563",
+   "id": "8",
    "metadata": {},
    "outputs": [
     {
@@ -1676,15 +1676,15 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "8aa1a641-1ce1-4264-96dc-d11bb1d4ab57",
+   "id": "9",
    "metadata": {},
    "outputs": [],
    "source": []
   },
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "e37c5aa2-c77a-4d87-8db4-5052c675c42d",
+   "id": "10",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -1694,7 +1694,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "494766c2-305a-4518-b2b7-a85bcc7fd5b2",
+   "id": "11",
    "metadata": {},
    "source": [
     "View the performance report\n",