From 98883c4142380c7dc6e38022b99ce20ebd699676 Mon Sep 17 00:00:00 2001
From: Adam Amer <136176500+adamamer20@users.noreply.github.com>
Date: Sun, 25 Aug 2024 14:55:36 +0200
Subject: [PATCH 01/14] adding version to __init__.py

---
 mesa_frames/__init__.py | 2 ++
 pyproject.toml          | 2 +-
 2 files changed, 3 insertions(+), 1 deletion(-)

diff --git a/mesa_frames/__init__.py b/mesa_frames/__init__.py
index 9914980..07b86f9 100644
--- a/mesa_frames/__init__.py
+++ b/mesa_frames/__init__.py
@@ -57,3 +57,5 @@ def __init__(self, width, height):
     "GridPandas",
     "GridPolars",
 ]
+
+__version__ = "0.1.0alpha"
diff --git a/pyproject.toml b/pyproject.toml
index 5ff7a09..942fbba 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -4,7 +4,7 @@ build-backend = "hatchling.build"
 
 [project]
 name = "mesa_frames"
-version = "0.1.0-alpha1"
+version = "mesa-frames/__init__.py"
 description = "An extension to the Mesa framework which uses pandas/Polars DataFrames for enhanced performance"
 authors = [
   { name = "Adam Amer" },

From 9ea64f7a6cb57d60378ee846d6d070001d8b5e99 Mon Sep 17 00:00:00 2001
From: Adam Amer <136176500+adamamer20@users.noreply.github.com>
Date: Sun, 25 Aug 2024 14:56:05 +0200
Subject: [PATCH 02/14] add publishing GH Action

---
 .github/workflows/publish.yml | 88 +++++++++++++++++++++++++++++++++++
 1 file changed, 88 insertions(+)
 create mode 100644 .github/workflows/publish.yml

diff --git a/.github/workflows/publish.yml b/.github/workflows/publish.yml
new file mode 100644
index 0000000..13e7341
--- /dev/null
+++ b/.github/workflows/publish.yml
@@ -0,0 +1,88 @@
+name: Update Version, Test, Publish to PyPI, and Upload Release Artifacts
+
+on:
+  release:
+    types: [created]
+
+jobs:
+  build-test-publish-upload:
+    runs-on: ubuntu-latest
+    environment: release
+    permissions:
+      # IMPORTANT: this permission is mandatory for trusted publishing
+      id-token: write
+    steps:
+    - uses: actions/checkout@v4
+      with:
+        fetch-depth: 0
+    - name: Set up Python
+      uses: actions/setup-python@v5
+      with:
+        python-version: '3.x'
+    - name: Install dependencies
+      run: |
+        python -m pip install --upgrade pip
+        pip install hatch
+    - name: Set release version
+      run: |
+        # Get the tag from the GitHub release
+        TAG=${GITHUB_REF#refs/tags/}
+        # Remove 'v' prefix if present
+        VERSION=${TAG#v}
+        hatch version $VERSION
+    - name: Build package
+      run: hatch build
+    - name: Run tests
+      run: hatch run test:pytest
+    - name: Retrieve and mint OIDC token
+    # (https://docs.pypi.org/trusted-publishers/using-a-publisher/)
+      run: |
+        # retrieve the ambient OIDC token
+        resp=$(curl -H "Authorization: bearer $ACTIONS_ID_TOKEN_REQUEST_TOKEN" \
+            "$ACTIONS_ID_TOKEN_REQUEST_URL&audience=pypi")
+        oidc_token=$(jq -r '.value' <<< "${resp}")
+
+        # exchange the OIDC token for an API token
+        resp=$(curl -X POST https://pypi.org/_/oidc/mint-token -d "{\"token\": \"${oidc_token}\"}")
+        api_token=$(jq -r '.token' <<< "${resp}")
+
+        # mask the newly minted API token, so that we don't accidentally leak it
+        echo "::add-mask::${api_token}"
+
+        # see the next step in the workflow for an example of using this step output
+        echo "api-token=${api_token}" >> "${GITHUB_OUTPUT}"
+    - name: Publish to PyPI
+      env:
+        PYPI_API_TOKEN: ${{ steps.mint-token.outputs.api-token }}
+      run: |
+        hatch publish -u __token__ -a $PYPI_API_TOKEN
+    - name: Upload Release Asset
+      uses: ncipollo/release-action@v1
+      with:
+        allowUpdates: true
+        artifacts: "dist/*"
+        token: ${{ secrets.GITHUB_TOKEN }}
+        omitBodyDuringUpdate: true
+        omitNameDuringUpdate: true
+        omitPrereleaseDuringUpdate: true
+    - name: Verify PyPI Release and Update to Next Version
+      run: |
+        # Verify PyPI release
+        PACKAGE_NAME="mesa_frames"
+        CURRENT_VERSION=$(hatch version)
+        pip install $PACKAGE_NAME==$CURRENT_VERSION
+        python -c "import mesa_frames; print(mesa_frames.__version__)"
+
+        # Bump to next development version
+        hatch version patch
+        hatch version dev
+
+        # Get the new version
+        NEW_VERSION=$(hatch version)
+
+        # Commit and push the version bump
+        git config user.name github-actions
+        git config user.email github-actions@github.com
+        git add mesa-frames/__init__.py
+        git commit -m "Bump version to $NEW_VERSION [skip ci]"
+        git push
\ No newline at end of file

From 7957943ab013f96dc2af98c2bb87b56c593de69c Mon Sep 17 00:00:00 2001
From: Adam Amer <136176500+adamamer20@users.noreply.github.com>
Date: Sun, 25 Aug 2024 15:10:25 +0200
Subject: [PATCH 03/14] updating pyproject.toml

---
 pyproject.toml | 33 ++++++++++++++++++++++++++++++---
 1 file changed, 30 insertions(+), 3 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index 942fbba..41228e7 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -7,18 +7,45 @@ name = "mesa_frames"
 version = "mesa-frames/__init__.py"
 description = "An extension to the Mesa framework which uses pandas/Polars DataFrames for enhanced performance"
 authors = [
-  { name = "Adam Amer" },
+  { name = "Adam Amer"},
 ]
 license = { text = "MIT" }
+readme = "README.md"
+keywords = [
+    "simulation",
+    "simulation-environment",
+    "gis",
+    "pandas",
+    "simulation-framework",
+    "agent-based-modeling",
+    "complex-systems",
+    "spatial-models",
+    "mesa",
+    "complexity-analysis",
+    "modeling-agents",
+    "agent-based-modelling"
+]
+classifiers = [
+    "Development Status :: 3 - Alpha",
+    "Intended Audience :: Science/Research",
+    "License :: OSI Approved :: MIT License",
+    "Programming Language :: Python :: 3",
+    "Topic :: Scientific/Engineering::Artificial Life",
+]
 dependencies = [
   "numpy~=1.26",
   "typing-extensions>=4.9" #typing-extensions.Self added in 4.9
 ]
+requires-python = ">=3.8"
+
+[project.urls]
+Documentation = "https://adamamer20.github.io/mesa-frames"
+Repository = "https://github.com/adamamer20/mesa-frames.git"
 
 [project.optional-dependencies]
 pandas = [
-  "pandas~=2.2",
-  "pyarrow",
+  "pandas>=2.2",
+  "pyarrow", #for conversion to pandas
   #"geopandas" (only after GeoGrid / ContinousSpace is implemented)
 ]
 polars = [

From 34689a02c515f919f328355df0a9812808589726 Mon Sep 17 00:00:00 2001
From: Adam Amer <136176500+adamamer20@users.noreply.github.com>
Date: Sun, 25 Aug 2024 15:16:17 +0200
Subject: [PATCH 04/14] updating the GH Action

---
 .github/workflows/publish.yml | 18 +++++-------------
 1 file changed, 5 insertions(+), 13 deletions(-)

diff --git a/.github/workflows/publish.yml b/.github/workflows/publish.yml
index 13e7341..badd9e5 100644
--- a/.github/workflows/publish.yml
+++ b/.github/workflows/publish.yml
@@ -1,9 +1,7 @@
 name: Update Version, Test, Publish to PyPI, and Upload Release Artifacts
-
 on:
   release:
     types: [created]
-
 jobs:
   build-test-publish-upload:
     runs-on: ubuntu-latest
@@ -40,22 +38,19 @@ jobs:
         # retrieve the ambient OIDC token
         resp=$(curl -H "Authorization: bearer $ACTIONS_ID_TOKEN_REQUEST_TOKEN" \
             "$ACTIONS_ID_TOKEN_REQUEST_URL&audience=pypi")
-        oidc_token=$(jq -r '.value' <<< "${resp}")
-
+        oidctoken=$(jq -r '.value' <<< "${resp}")
         # exchange the OIDC token for an API token
-        resp=$(curl -X POST https://pypi.org/_/oidc/mint-token -d "{\"token\": \"${oidc_token}\"}")
+        resp=$(curl -X POST https://pypi.org//oidc/mint-token -d "{\"token\": \"${oidc_token}\"}")
         api_token=$(jq -r '.token' <<< "${resp}")
-
         # mask the newly minted API token, so that we don't accidentally leak it
         echo "::add-mask::${api_token}"
-
         # see the next step in the workflow for an example of using this step output
         echo "api-token=${api_token}" >> "${GITHUB_OUTPUT}"
     - name: Publish to PyPI
       env:
         PYPI_API_TOKEN: ${{ steps.mint-token.outputs.api-token }}
       run: |
-        hatch publish -u __token__ -a $PYPI_API_TOKEN
+        hatch publish -u token -a $PYPI_API_TOKEN
     - name: Upload Release Asset
       uses: ncipollo/release-action@v1
       with:
@@ -71,18 +66,15 @@ jobs:
         PACKAGE_NAME="mesa_frames"
         CURRENT_VERSION=$(hatch version)
         pip install $PACKAGE_NAME==$CURRENT_VERSION
-        python -c "import mesa_frames; print(mesa_frames.__version__)"
-
+        python -c "import mesa_frames; print(mesa_frames.version)"
         # Bump to next development version
         hatch version patch
         hatch version dev
-
         # Get the new version
         NEW_VERSION=$(hatch version)
-
         # Commit and push the version bump
         git config user.name github-actions
         git config user.email github-actions@github.com
-        git add mesa-frames/__init__.py
+        git add mesa-frames/init.py
         git commit -m "Bump version to $NEW_VERSION [skip ci]"
         git push
\ No newline at end of file

From 5abfd7de1c075729dca1d3e4f599b49727412fe0 Mon Sep 17 00:00:00 2001
From: Adam Amer <136176500+adamamer20@users.noreply.github.com>
Date: Sun, 25 Aug 2024 15:17:44 +0200
Subject: [PATCH 05/14] Revert "updating the GH Action"

This reverts commit 34689a02c515f919f328355df0a9812808589726.
---
 .github/workflows/publish.yml | 18 +++++++++++++-----
 1 file changed, 13 insertions(+), 5 deletions(-)

diff --git a/.github/workflows/publish.yml b/.github/workflows/publish.yml
index badd9e5..13e7341 100644
--- a/.github/workflows/publish.yml
+++ b/.github/workflows/publish.yml
@@ -1,7 +1,9 @@
 name: Update Version, Test, Publish to PyPI, and Upload Release Artifacts
+
 on:
   release:
     types: [created]
+
 jobs:
   build-test-publish-upload:
     runs-on: ubuntu-latest
@@ -38,19 +40,22 @@ jobs:
         # retrieve the ambient OIDC token
         resp=$(curl -H "Authorization: bearer $ACTIONS_ID_TOKEN_REQUEST_TOKEN" \
             "$ACTIONS_ID_TOKEN_REQUEST_URL&audience=pypi")
-        oidctoken=$(jq -r '.value' <<< "${resp}")
+        oidc_token=$(jq -r '.value' <<< "${resp}")
+
         # exchange the OIDC token for an API token
-        resp=$(curl -X POST https://pypi.org//oidc/mint-token -d "{\"token\": \"${oidc_token}\"}")
+        resp=$(curl -X POST https://pypi.org/_/oidc/mint-token -d "{\"token\": \"${oidc_token}\"}")
         api_token=$(jq -r '.token' <<< "${resp}")
+
         # mask the newly minted API token, so that we don't accidentally leak it
         echo "::add-mask::${api_token}"
+
         # see the next step in the workflow for an example of using this step output
         echo "api-token=${api_token}" >> "${GITHUB_OUTPUT}"
     - name: Publish to PyPI
       env:
         PYPI_API_TOKEN: ${{ steps.mint-token.outputs.api-token }}
       run: |
-        hatch publish -u token -a $PYPI_API_TOKEN
+        hatch publish -u __token__ -a $PYPI_API_TOKEN
     - name: Upload Release Asset
       uses: ncipollo/release-action@v1
       with:
@@ -66,15 +71,18 @@ jobs:
         PACKAGE_NAME="mesa_frames"
         CURRENT_VERSION=$(hatch version)
         pip install $PACKAGE_NAME==$CURRENT_VERSION
-        python -c "import mesa_frames; print(mesa_frames.version)"
+        python -c "import mesa_frames; print(mesa_frames.__version__)"
+
         # Bump to next development version
         hatch version patch
         hatch version dev
+
         # Get the new version
         NEW_VERSION=$(hatch version)
+
         # Commit and push the version bump
         git config user.name github-actions
         git config user.email github-actions@github.com
-        git add mesa-frames/init.py
+        git add mesa-frames/__init__.py
         git commit -m "Bump version to $NEW_VERSION [skip ci]"
         git push
\ No newline at end of file

From d5b57e85b16888bbd2c86c1ab1eea771c9dff5a4 Mon Sep 17 00:00:00 2001
From: Adam Amer <136176500+adamamer20@users.noreply.github.com>
Date: Sun, 25 Aug 2024 15:30:47 +0200
Subject: [PATCH 06/14] updating dependencies

---
 pyproject.toml | 30 +++++++++++++++++-------------
 1 file changed, 17 insertions(+), 13 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index 41228e7..9fc2ed0 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -34,7 +34,14 @@ classifiers = [
 ]
 dependencies = [
   "numpy~=1.26",
-  "typing-extensions>=4.9" #typing-extensions.Self added in 4.9
+  "typing-extensions>=4.9", #typing-extensions.Self added in 4.9
+  ## pandas
+  "pandas>=2.2",
+  "pyarrow", #for conversion to pandas
+  #"geopandas" (only after GeoGrid / ContinousSpace is implemented)
+  ## polars
+  "polars>=1.0.0", #polars._typing (see mesa_frames.types) added in 1.0.0
+  #"geopolars" (currently in pre-alpha)
 ]
 requires-python = ">=3.8"
 
@@ -43,15 +50,6 @@ Documentation = "https://adamamer20.github.io/mesa-frames"
 Repository = "https://github.com/adamamer20/mesa-frames.git"
 
 [project.optional-dependencies]
-pandas = [
-  "pandas>=2.2",
-  "pyarrow", #for conversion to pandas
-  #"geopandas" (only after GeoGrid / ContinousSpace is implemented)
-]
-polars = [
-  "polars>=1.0.0", #polars._typing (see mesa_frames.types) added in 1.0.0
-  #"geopolars" (currently in pre-alpha)
-]
 
 mkdocs = [
   "mkdocs-material",
@@ -71,20 +69,26 @@ sphinx = [
 ]
 
 docs = [
-  "mesa_frames[pandas, polars, mkdocs, sphinx]",
+  "mesa_frames[mkdocs, sphinx]",
   # Readme Script
   "perfplot",
   "seaborn"
 ]
 
-dev = [
-  "mesa_frames[pandas, polars, docs]",
+test = [
   "pytest",
   "pytest-cov",
   "typeguard",
+]
+
+dev = [
+  "mesa_frames[test, docs]",
   "mesa",
 ]
 
+[tool.hatch.envs.test]
+features = ["test"]
+
 [tool.hatch.envs.dev] #Allows installing dev as virtual env
 features = ["dev"]
 

From 26f07476b7d6901021342f00209d540c40442d2f Mon Sep 17 00:00:00 2001
From: Adam Amer <136176500+adamamer20@users.noreply.github.com>
Date: Sun, 25 Aug 2024 15:32:25 +0200
Subject: [PATCH 07/14] updating dependencies on documentation

---
 README.md             | 10 ++--------
 docs/general/index.md |  4 +---
 2 files changed, 3 insertions(+), 11 deletions(-)

diff --git a/README.md b/README.md
index 562d7b4..24644e5 100644
--- a/README.md
+++ b/README.md
@@ -45,10 +45,7 @@ conda activate myenv
 Then, to install mesa-frames itself:
 
 ```bash
-# For pandas backend
-pip install -e .[pandas]
-# Alternatively, for Polars backend
-pip install -e .[polars]
+pip install -e .
 ```
 
 ### Installing in a Python Virtual Environment
@@ -69,10 +66,7 @@ source myenv/bin/activate  # On Windows, use `myenv\Scripts\activate`
 Then, to install mesa-frames itself:
 
 ```bash
-# For pandas backend
-pip install -e .[pandas]
-# Alternatively, for Polars backend
-pip install -e .[polars]
+pip install -e .
 ```
 
 ## Usage
diff --git a/docs/general/index.md b/docs/general/index.md
index e7eed64..f3c4c72 100644
--- a/docs/general/index.md
+++ b/docs/general/index.md
@@ -24,9 +24,7 @@ Check out our performance graphs comparing mesa and mesa-frames for the [Boltzma
 ```bash
 git clone https://github.com/adamamer20/mesa_frames.git
 cd mesa_frames
-pip install -e .[pandas]  # For pandas backend
-# or
-pip install -e .[polars]  # For Polars backend
+pip install -e .
 ```
 
 ### Basic Usage

From 6e41f9498b08253f7c06144d2f91c3c2dac7b356 Mon Sep 17 00:00:00 2001
From: "pre-commit-ci[bot]"
 <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Date: Sun, 25 Aug 2024 13:40:14 +0000
Subject: [PATCH 08/14] [pre-commit.ci] auto fixes from pre-commit.com hooks

for more information, see https://pre-commit.ci
---
 mesa_frames/concrete/pandas/mixin.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/mesa_frames/concrete/pandas/mixin.py b/mesa_frames/concrete/pandas/mixin.py
index c6eeeff..7ac9cc5 100644
--- a/mesa_frames/concrete/pandas/mixin.py
+++ b/mesa_frames/concrete/pandas/mixin.py
@@ -316,7 +316,7 @@ def _prepare_df(df: pd.DataFrame, on: str | list[str] | None) -> pd.DataFrame:
             # Reset index if it is not used as a key to keep it in the DataFrame
             if df.index.name is not None or df.index.names[0] is not None:
                 df = df.reset_index()
-            df  = df.set_index(on)
+            df = df.set_index(on)
             return df
 
         left_index = False

From 99fab5856ebfd3d83e63de3aaa495fbce33da574 Mon Sep 17 00:00:00 2001
From: Adam Amer <136176500+adamamer20@users.noreply.github.com>
Date: Sun, 25 Aug 2024 15:40:52 +0200
Subject: [PATCH 09/14] adding edited to yml

---
 .github/workflows/publish.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.github/workflows/publish.yml b/.github/workflows/publish.yml
index 13e7341..545c6d2 100644
--- a/.github/workflows/publish.yml
+++ b/.github/workflows/publish.yml
@@ -2,7 +2,7 @@ name: Update Version, Test, Publish to PyPI, and Upload Release Artifacts
 
 on:
   release:
-    types: [created]
+    types: [created, edited]
 
 jobs:
   build-test-publish-upload:

From 1614f1f2dd4db8226b9e236e7e869010d6c8b856 Mon Sep 17 00:00:00 2001
From: Adam Amer <136176500+adamamer20@users.noreply.github.com>
Date: Sun, 25 Aug 2024 16:27:22 +0200
Subject: [PATCH 10/14] pypa publishing action

---
 .github/workflows/publish.yml | 38 +++++------------------------------
 1 file changed, 5 insertions(+), 33 deletions(-)

diff --git a/.github/workflows/publish.yml b/.github/workflows/publish.yml
index 545c6d2..e56d474 100644
--- a/.github/workflows/publish.yml
+++ b/.github/workflows/publish.yml
@@ -34,45 +34,17 @@ jobs:
       run: hatch build
     - name: Run tests
       run: hatch run test:pytest
-    - name: Retrieve and mint OIDC token
-    # (https://docs.pypi.org/trusted-publishers/using-a-publisher/)
-      run: |
-        # retrieve the ambient OIDC token
-        resp=$(curl -H "Authorization: bearer $ACTIONS_ID_TOKEN_REQUEST_TOKEN" \
-            "$ACTIONS_ID_TOKEN_REQUEST_URL&audience=pypi")
-        oidc_token=$(jq -r '.value' <<< "${resp}")
-
-        # exchange the OIDC token for an API token
-        resp=$(curl -X POST https://pypi.org/_/oidc/mint-token -d "{\"token\": \"${oidc_token}\"}")
-        api_token=$(jq -r '.token' <<< "${resp}")
-
-        # mask the newly minted API token, so that we don't accidentally leak it
-        echo "::add-mask::${api_token}"
-
-        # see the next step in the workflow for an example of using this step output
-        echo "api-token=${api_token}" >> "${GITHUB_OUTPUT}"
-    - name: Publish to PyPI
-      env:
-        PYPI_API_TOKEN: ${{ steps.mint-token.outputs.api-token }}
-      run: |
-        hatch publish -u __token__ -a $PYPI_API_TOKEN
-    - name: Upload Release Asset
-      uses: ncipollo/release-action@v1
-      with:
-        allowUpdates: true
-        artifacts: "dist/*"
-        token: ${{ secrets.GITHUB_TOKEN }}
-        omitBodyDuringUpdate: true
-        omitNameDuringUpdate: true
-        omitPrereleaseDuringUpdate: true
-    - name: Verify PyPI Release and Update to Next Version
+    - name: Publish package to PyPI
+      uses: pypa/gh-action-pypi-publish@release/v1
+    - name: Verify PyPI Release
       run: |
         # Verify PyPI release
         PACKAGE_NAME="mesa_frames"
         CURRENT_VERSION=$(hatch version)
         pip install $PACKAGE_NAME==$CURRENT_VERSION
         python -c "import mesa_frames; print(mesa_frames.__version__)"
-
+    - name: Update to Next Version
+      run: |
         # Bump to next development version
         hatch version patch
         hatch version dev

From d85aaac3b08cadbc5eb346c462851f6fd4dc7b59 Mon Sep 17 00:00:00 2001
From: Adam Amer <136176500+adamamer20@users.noreply.github.com>
Date: Sun, 25 Aug 2024 16:31:04 +0200
Subject: [PATCH 11/14] fix: mesa-frames version

---
 pyproject.toml | 7 +++++--
 1 file changed, 5 insertions(+), 2 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index 9fc2ed0..18d4d90 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -4,7 +4,6 @@ build-backend = "hatchling.build"
 
 [project]
 name = "mesa_frames"
-version = "mesa-frames/__init__.py"
 description = "An extension to the Mesa framework which uses pandas/Polars DataFrames for enhanced performance"
 authors = [
   { name = "Adam Amer"},
@@ -95,6 +94,9 @@ features = ["dev"]
 [tool.hatch.build.targets.wheel]
 packages = ["mesa_frames"]
 
+[tool.hatch.version]
+path = "mesa_frames/__init__.py"
+
 [tool.ruff.lint]
 select = ["D"]
 ignore = ["D101", "D102", "D105"]
@@ -105,4 +107,5 @@ convention = "numpy"
 [tool.ruff.lint.per-file-ignores]
 "tests/*" = ["D"]
 "examples/*" = ["D"]
-"docs/*" = ["D"]
\ No newline at end of file
+"docs/*" = ["D"]
+

From 4ed04fe700da4ce7e0fe98884a5fa524f5974ea4 Mon Sep 17 00:00:00 2001
From: Adam Amer <136176500+adamamer20@users.noreply.github.com>
Date: Sun, 25 Aug 2024 16:34:07 +0200
Subject: [PATCH 12/14] fix: add version to dynamic

---
 pyproject.toml | 6 +++++-
 1 file changed, 5 insertions(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 18d4d90..24057c9 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -43,13 +43,17 @@ dependencies = [
   #"geopolars" (currently in pre-alpha)
 ]
 requires-python = ">=3.8"
+dynamic = [
+  "version"
+]
+
+
 
 [project.urls]
 Documentation = "https://adamamer20.github.io/mesa-frames"
 Repository = "https://github.com/adamamer20/mesa-frames.git"
 
 [project.optional-dependencies]
-
 mkdocs = [
   "mkdocs-material",
   "mkdocs-jupyter",

From 0f66196940160be0fe47b6e4b8a170a6b66dd52f Mon Sep 17 00:00:00 2001
From: Adam Amer <136176500+adamamer20@users.noreply.github.com>
Date: Sun, 25 Aug 2024 16:36:37 +0200
Subject: [PATCH 13/14] fix topic

---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 24057c9..f769264 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -29,7 +29,7 @@ classifiers = [
     "Intended Audience :: Science/Research",
     "License :: OSI Approved :: MIT License",
     "Programming Language :: Python :: 3",
-    "Topic :: Scientific/Engineering::Artificial Life",
+    "Topic :: Scientific/Engineering :: Artificial Life",
 ]
 dependencies = [
   "numpy~=1.26",

From 50495c66d2829a45950d88f27429c47e205f6713 Mon Sep 17 00:00:00 2001
From: Adam Amer <136176500+adamamer20@users.noreply.github.com>
Date: Wed, 28 Aug 2024 08:26:38 +0200
Subject: [PATCH 14/14] adding creation of version branch

---
 .github/workflows/publish.yml | 19 +++++++++++++++++++
 1 file changed, 19 insertions(+)

diff --git a/.github/workflows/publish.yml b/.github/workflows/publish.yml
index e56d474..ecde5f4 100644
--- a/.github/workflows/publish.yml
+++ b/.github/workflows/publish.yml
@@ -43,6 +43,25 @@ jobs:
         CURRENT_VERSION=$(hatch version)
         pip install $PACKAGE_NAME==$CURRENT_VERSION
         python -c "import mesa_frames; print(mesa_frames.__version__)"
+          - name: Create or recreate version branch
+    - name: Create or recreate version branch
+      run: |
+        CURRENT_VERSION=$(hatch version)
+        BRANCH_NAME="v$CURRENT_VERSION"
+
+        git config user.name github-actions
+        git config user.email github-actions@github.com
+
+        # Delete the branch if it exists (both locally and remotely)
+        git branch -D $BRANCH_NAME || true
+        git push origin --delete $BRANCH_NAME || true
+
+        # Create and push the new branch
+        git checkout -b $BRANCH_NAME
+        git push -u origin $BRANCH_NAME
+
+        # Switch back to the main branch
+        git checkout main
     - name: Update to Next Version
       run: |
         # Bump to next development version