diff --git a/.all-contributorsrc b/.all-contributorsrc
index 7cc68678e0..1cc25d48f8 100644
--- a/.all-contributorsrc
+++ b/.all-contributorsrc
@@ -773,6 +773,16 @@
"contributions": [
"infra"
]
+ },
+ {
+ "login": "XuboGU",
+ "name": "XuboGU",
+ "avatar_url": "https://avatars.githubusercontent.com/u/53944452?v=4",
+ "profile": "https://github.com/XuboGU",
+ "contributions": [
+ "code",
+ "bug"
+ ]
}
],
"contributorsPerLine": 7,
diff --git a/.github/workflows/periodic_benchmarks.yml b/.github/workflows/periodic_benchmarks.yml
index 9bd105ae92..c778c934bf 100644
--- a/.github/workflows/periodic_benchmarks.yml
+++ b/.github/workflows/periodic_benchmarks.yml
@@ -48,9 +48,9 @@ jobs:
LD_LIBRARY_PATH: $HOME/.local/lib
- name: Upload results as artifact
- uses: actions/upload-artifact@v3
+ uses: actions/upload-artifact@v4
with:
- name: asv_new_results
+ name: asv_periodic_results
path: results
publish-results:
@@ -73,9 +73,9 @@ jobs:
token: ${{ secrets.BENCH_PAT }}
- name: Download results artifact
- uses: actions/download-artifact@v3
+ uses: actions/download-artifact@v4
with:
- name: asv_new_results
+ name: asv_periodic_results
path: new_results
- name: Copy new results and push to pybamm-bench repo
diff --git a/.github/workflows/publish_pypi.yml b/.github/workflows/publish_pypi.yml
index 3fe7e755f1..90b67e9f87 100644
--- a/.github/workflows/publish_pypi.yml
+++ b/.github/workflows/publish_pypi.yml
@@ -57,7 +57,7 @@ jobs:
CIBW_ARCHS: "AMD64"
- name: Upload Windows wheels
- uses: actions/upload-artifact@v3
+ uses: actions/upload-artifact@v4
with:
name: windows_wheels
path: ./wheelhouse/*.whl
@@ -110,7 +110,7 @@ jobs:
CIBW_SKIP: "pp* *musllinux*"
- name: Upload wheels
- uses: actions/upload-artifact@v3
+ uses: actions/upload-artifact@v4
with:
name: wheels
path: ./wheelhouse/*.whl
@@ -133,7 +133,7 @@ jobs:
run: pipx run build --sdist
- name: Upload SDist
- uses: actions/upload-artifact@v3
+ uses: actions/upload-artifact@v4
with:
name: sdist
path: ./dist/*.tar.gz
@@ -146,7 +146,7 @@ jobs:
runs-on: ubuntu-latest
steps:
- name: Download all artifacts
- uses: actions/download-artifact@v3
+ uses: actions/download-artifact@v4
- name: Move all package files to files/
run: |
diff --git a/.github/workflows/run_benchmarks_over_history.yml b/.github/workflows/run_benchmarks_over_history.yml
index cb16f65847..4f7302a4a5 100644
--- a/.github/workflows/run_benchmarks_over_history.yml
+++ b/.github/workflows/run_benchmarks_over_history.yml
@@ -42,9 +42,9 @@ jobs:
asv run -m "GitHubRunner" -s ${{ github.event.inputs.ncommits }} \
${{ github.event.inputs.commit_start }}..${{ github.event.inputs.commit_end }}
- name: Upload results as artifact
- uses: actions/upload-artifact@v3
+ uses: actions/upload-artifact@v4
with:
- name: asv_new_results
+ name: asv_over_history_results
path: results
publish-results:
@@ -65,9 +65,9 @@ jobs:
repository: pybamm-team/pybamm-bench
token: ${{ secrets.BENCH_PAT }}
- name: Download results artifact
- uses: actions/download-artifact@v3
+ uses: actions/download-artifact@v4
with:
- name: asv_new_results
+ name: asv_over_history_results
path: new_results
- name: Copy new results and push to pybamm-bench repo
env:
diff --git a/README.md b/README.md
index 8bad257378..d5050cfe55 100644
--- a/README.md
+++ b/README.md
@@ -14,7 +14,7 @@
[![code style](https://img.shields.io/endpoint?url=https://raw.githubusercontent.com/charliermarsh/ruff/main/assets/badge/v2.json)](https://github.com/astral-sh/ruff)
-[![All Contributors](https://img.shields.io/badge/all_contributors-71-orange.svg)](#-contributors)
+[![All Contributors](https://img.shields.io/badge/all_contributors-72-orange.svg)](#-contributors)
@@ -277,6 +277,7 @@ Thanks goes to these wonderful people ([emoji key](https://allcontributors.org/d
Pradyot Ranjan 🚇 |
+ XuboGU 💻 🐛 |
diff --git a/docs/source/examples/notebooks/solvers/speed-up-solver.ipynb b/docs/source/examples/notebooks/solvers/speed-up-solver.ipynb
index 0955b68310..80dc0ddb88 100644
--- a/docs/source/examples/notebooks/solvers/speed-up-solver.ipynb
+++ b/docs/source/examples/notebooks/solvers/speed-up-solver.ipynb
@@ -17,13 +17,17 @@
{
"cell_type": "code",
"execution_count": 1,
- "metadata": {},
+ "metadata": {
+ "ExecuteTime": {
+ "end_time": "2023-10-07T00:46:40.608248Z",
+ "start_time": "2023-10-07T00:46:38.357851Z"
+ }
+ },
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
- "zsh:1: no matches found: pybamm[plot,cite]\n",
"Note: you may need to restart the kernel to use updated packages.\n"
]
}
@@ -43,7 +47,6 @@
]
},
{
- "attachments": {},
"cell_type": "markdown",
"metadata": {},
"source": [
@@ -115,13 +118,13 @@
"name": "stdout",
"output_type": "stream",
"text": [
- "Safe: 125.714 ms\n",
- "Fast: 77.698 ms\n"
+ "Safe: 161.060 ms\n",
+ "Fast: 78.290 ms\n"
]
},
{
"data": {
- "image/png": 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",
+ "image/png": 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",
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