Merge remote-tracking branch 'origin/master'

# Conflicts:
#	.github/workflows/release.yml

Author: fabclmnt

.github/workflows/docs.yaml

@@ -21,7 +21,7 @@ on:
 jobs:
   prepare:
     name: Get Current version
-    runs-on: ubuntu-22.04
+    runs-on: ubuntu-24.04
 
     outputs:
       version: ${{ steps.version.outputs.value }}
@@ -46,7 +46,7 @@ jobs:
 
   publish-docs:
     name: Publish Docs
-    runs-on: ubuntu-22.04
+    runs-on: ubuntu-24.04
 
     needs:
     - prepare
@@ -66,7 +66,7 @@ jobs:
     - name: Setup Python
       uses: actions/setup-python@v5
       with:
-        python-version: "3.11"
+        python-version: "3.13"
 
     - name: Cache pip dependencies
       id: cache

.github/workflows/pull-request.yml

@@ -9,7 +9,7 @@ on:
 jobs:
   commitlint:
     name: Lint commit message
-    runs-on: ubuntu-22.04
+    runs-on: ubuntu-24.04
 
     steps:
     - uses: actions/checkout@v4
@@ -21,7 +21,7 @@ jobs:
   lint:
     if: github.actor != 'renovate[bot]'
     name: Lint source code
-    runs-on: ubuntu-22.04
+    runs-on: ubuntu-24.04
 
     steps:
     - uses: actions/checkout@v4
@@ -40,7 +40,7 @@ jobs:
     - name: Set up Python 3.11
       uses: actions/setup-python@v5
       with:
-        python-version: '3.11'
+        python-version: '3.13'
 
     - uses: actions/cache@v4
       name: Cache pip dependencies
@@ -85,15 +85,15 @@ jobs:
 
   validate-docs:
     name: Validate Docs
-    runs-on: ubuntu-22.04
+    runs-on: ubuntu-24.04
 
     steps:
     - uses: actions/checkout@v4
 
     - name: Setup Python 3.11
       uses: actions/setup-python@v5
       with:
-        python-version: '3.11'
+        python-version: '3.13'
 
     - name: Cache pip dependencies
       id: cache

.github/workflows/release-deprecated.yml

@@ -22,7 +22,7 @@ jobs:
     - name: Setup Python 3.11
       uses: actions/setup-python@v5
       with:
-        python-version: '3.11'
+        python-version: '3.13'
 
     - uses: actions/cache@v4
       name: Cache pip dependencies
@@ -74,7 +74,9 @@ jobs:
     runs-on: ubuntu-22.04
 
     needs: package
-
+    permissions:
+      id-token: write
+      contents: read
     steps:
     - uses: actions/download-artifact@v4
       with:

.github/workflows/release.yml

@@ -122,7 +122,7 @@ jobs:
     - run: codecov -F py${{ matrix.python-version }}-${{ matrix.os }}-${{ matrix.pandas }}-${{ matrix.numpy }}
 
   test_spark:
-    runs-on: ubuntu-22.04
+    runs-on: ubuntu-24.04
     continue-on-error: false
     strategy:
       matrix:

.github/workflows/tests.yml

@@ -2,8 +2,10 @@
     References and information regarding ydata-profiling and ydata-sdk
 """
 import importlib.util
+import os
 
 _displayed_banner = False
+SUPPRESS_BANNER = bool(os.getenv("YDATA_SUPPRESS_BANNER", ""))
 
 link = "https://ydata.ai/register"
 title = "Upgrade to ydata-sdk"
@@ -15,10 +17,8 @@ def in_jupyter_notebook() -> bool:
     if importlib.util.find_spec("IPython") is not None:
         from IPython import get_ipython
 
-        isiPython = not get_ipython() is None
-    else:
-        isiPython = False
-    return isiPython
+        return get_ipython() is not None
+    return False
 
 
 class DisplayInfo:
@@ -61,8 +61,8 @@ def display_message(self) -> None:
 
 def display_banner() -> None:
     global _displayed_banner
-    banner_info = DisplayInfo(title=title, info_text=info_text)
 
-    if not _displayed_banner:
+    if not _displayed_banner and not SUPPRESS_BANNER:
+        banner_info = DisplayInfo(title=title, info_text=info_text)
         banner_info.display_message()
         _displayed_banner = True