Minor fixes & CI hardening

.github/dependabot.yml

@@ -0,0 +1,6 @@
+version: 2
+updates:
+  - package-ecosystem: "github-actions"
+    directory: "/"
+    schedule:
+      interval: "weekly"

.github/workflows/python-publish.yml

@@ -2,6 +2,8 @@
 # For more information see: https://docs.astral.sh/uv/guides/publish/
 
 name: Publish Python Package
+permissions:
+  contents: read
 
 on:
   release:
@@ -14,6 +16,8 @@ jobs:
 
     steps:
     - uses: actions/checkout@v4
+      with:
+        persist-credentials: false
     - name: Install uv
       uses: astral-sh/setup-uv@v6
     - name: Build
@@ -22,4 +26,4 @@ jobs:
       env:
         UV_PUBLISH_USERNAME: ${{ secrets.PMH_PYPI_USER }}
         UV_PUBLISH_PASSWORD: ${{ secrets.PMH_PYPI_PASS }}
-      run: uv publish
+      run: uv publish

.github/workflows/python-runlinter.yml

@@ -2,6 +2,8 @@
 # For more information see: https://help.github.com/actions/language-and-framework-guides/using-python-with-github-actions
 
 name: Lint with flake8
+permissions:
+  contents: read
 
 on:
   push:
@@ -15,6 +17,8 @@ jobs:
     runs-on: ubuntu-latest
     steps:
     - uses: actions/checkout@v4
+      with:
+        persist-credentials: false
     - name: Install uv
       uses: astral-sh/setup-uv@v6
       with:
@@ -24,4 +28,4 @@ jobs:
         # stop the build if there are Python syntax errors or undefined names
         uvx flake8 . --count --select=E9,F63,F7,F82 --show-source --statistics --exclude .git,docs/*
         # exit-zero treats all errors as warnings. The GitHub editor is 127 chars wide
-        uvx flake8 . --count --exit-zero --max-complexity=10 --max-line-length=127 --statistics
+        uvx flake8 . --count --exit-zero --max-complexity=10 --max-line-length=127 --statistics

.github/workflows/python-runtests-all.yml

@@ -2,6 +2,8 @@
 # For more information see: https://help.github.com/actions/language-and-framework-guides/using-python-with-github-actions
 
 name: Run units test (w/ img comps)
+permissions:
+  contents: read
 
 on:
   push:
@@ -19,6 +21,8 @@ jobs:
 
     steps:
     - uses: actions/checkout@v4
+      with:
+        persist-credentials: false
     - name: Set up Python ${{ matrix.python-version }} and uv
       uses: astral-sh/setup-uv@v6
       with:
@@ -28,4 +32,4 @@ jobs:
     - name: Test with pytest
       run: |
         export MPL_IMGCOMP_TOLERANCE=20
-        uv run pytest --mpl
+        uv run pytest --mpl

docs/tutorial/getting_started.ipynb

@@ -115,7 +115,7 @@
     "ax1.set_xlabel(\"Base 10\")\n",
     "ax1.set_yticks([])\n",
     "\n",
-    "ax2.set_xscale(\"log\", basex=2)\n",
+    "ax2.set_xscale(\"log\", base=2)\n",
     "ax2.set_xlim(left=2**-3, right=2**3)\n",
     "ax2.set_xlabel(\"Base 2\")\n",
     "ax2.set_yticks([])\n",
@@ -319,11 +319,15 @@
   },
   {
    "cell_type": "raw",
-   "metadata": {},
+   "metadata": {
+    "vscode": {
+     "languageId": "raw"
+    }
+   },
    "source": [
     ".. note::\n",
     "   The percentile and probability axes are plotted against the\n",
-    "   same values. The difference is only that \"percentiles\" \n",
+    "   same values. The difference is only that \"percentiles\"\n",
     "   are plotted on a linear scale."
    ]
   },

probscale/viz.py

@@ -72,6 +72,9 @@ def probplot(
         specified, a minimal implementation of the standard normal
         distribution will be used.
 
+        .. note::
+           This parameter is ignore when ``plottype="pp"``.
+
     probax : string, optional (default = 'x')
         The axis ('x' or 'y') that will serve as the probability (or
         quantile) axis.