Merge branch 'main' into benchmarks

Author: MilesCranmer

.github/dependabot.yml

@@ -0,0 +1,15 @@
+# To get started with Dependabot version updates, you'll need to specify which
+# package ecosystems to update and where the package manifests are located.
+# Please see the documentation for all configuration options:
+# https://docs.github.com/code-security/dependabot/dependabot-version-updates/configuration-options-for-the-dependabot.yml-file
+
+version: 2
+updates:
+  - package-ecosystem: github-actions
+    directory: /
+    schedule:
+      interval: weekly
+  - package-ecosystem: pip
+    directory: /
+    schedule:
+      interval: weekly

.github/workflows/CompatHelper.yml

@@ -15,7 +15,7 @@ jobs:
         run: which julia
         continue-on-error: true
       - name: Install Julia, but only if it is not already available in the PATH
-        uses: julia-actions/setup-julia@v1
+        uses: julia-actions/setup-julia@v2
         with:
           version: '1'
           arch: ${{ runner.arch }}

.github/workflows/docs.yml

@@ -16,8 +16,8 @@ jobs:
     name: Documentation
     runs-on: ubuntu-latest
     steps:
-      - uses: actions/checkout@v2
-      - uses: julia-actions/setup-julia@v1
+      - uses: actions/checkout@v4
+      - uses: julia-actions/setup-julia@v2
         with:
           version: '1'
       - run: |

.github/workflows/docscleanup.yml

@@ -9,7 +9,7 @@ jobs:
     runs-on: ubuntu-latest
     steps:
       - name: Checkout gh-pages branch
-        uses: actions/checkout@v2
+        uses: actions/checkout@v4
         with:
           ref: gh-pages
 

.github/workflows/register-pypi.yml

@@ -11,11 +11,11 @@ jobs:
   register:
     runs-on: ubuntu-latest
     steps:
-    - uses: actions/checkout@v3
+    - uses: actions/checkout@v4
       with:
         ref: ${{ inputs.git_ref }}
     - name: Set up Python
-      uses: actions/setup-python@v3
+      uses: actions/setup-python@v5
       with:
         python-version: "3.10"
     - name: Install build

.github/workflows/tests-nightly.yml

@@ -19,12 +19,12 @@ jobs:
         os: [ubuntu-latest, windows-latest, macos-latest]
         jlversion: ['~1.9.0-0', 'nightly']
     steps:
-      - uses: actions/checkout@v2
-      - uses: julia-actions/setup-julia@v1
+      - uses: actions/checkout@v4
+      - uses: julia-actions/setup-julia@v2
         with:
           version: ${{ inputs.jl_version }}
           arch: ${{ matrix.arch }}
-      - uses: actions/cache@v1
+      - uses: actions/cache@v4
         env:
           cache-name: cache-artifacts
         with:
@@ -38,7 +38,8 @@ jobs:
       - uses: julia-actions/julia-runtest@v1
         env:
           JULIA_DEBUG: PythonCall
+          JULIA_NUM_THREADS: '2'
       - uses: julia-actions/julia-processcoverage@v1
-      - uses: codecov/codecov-action@v1
+      - uses: codecov/codecov-action@v5
         with:
           file: lcov.info

.github/workflows/tests.yml

@@ -19,70 +19,82 @@ jobs:
       matrix:
         arch: [x64] # x86 unsupported by MicroMamba
         os: [ubuntu-latest, windows-latest, macos-latest]
-        jlversion: ['1','1.6']
+        jlversion: ['1','1.9']
+
     steps:
-      - uses: actions/checkout@v2
+      - uses: actions/checkout@v4
+
       - name: Set up Julia ${{ matrix.jlversion }}
-        uses: julia-actions/setup-julia@v1
+        uses: julia-actions/setup-julia@v2
         with:
           version: ${{ matrix.jlversion }}
           arch: ${{ matrix.arch }}
-      - uses: actions/cache@v1
-        env:
-          cache-name: cache-artifacts
-        with:
-          path: ~/.julia/artifacts
-          key: ${{ runner.os }}-test-${{ env.cache-name }}-${{ hashFiles('**/Project.toml') }}
-          restore-keys: |
-            ${{ runner.os }}-test-${{ env.cache-name }}-
-            ${{ runner.os }}-test-
-            ${{ runner.os }}-
+
+      - uses: julia-actions/cache@v2
+
       - name: Build package
         uses: julia-actions/julia-buildpkg@v1
+
       - name: Run tests
         uses: julia-actions/julia-runtest@v1
         env:
           JULIA_DEBUG: PythonCall
+          JULIA_NUM_THREADS: '2'
+
       - name: Process coverage
         uses: julia-actions/julia-processcoverage@v1
+
       - name: Upload coverage to Codecov
-        uses: codecov/codecov-action@v2
+        uses: codecov/codecov-action@v5
         env:
           CODECOV_TOKEN: ${{ secrets.CODECOV_TOKEN }}
+
   python:
     name: Test (${{ matrix.os }}, python ${{ matrix.pyversion }})
     runs-on: ${{ matrix.os }}
     strategy:
       fail-fast: true
       matrix:
         os: [ubuntu-latest, windows-latest, macos-latest]
-        pyversion: ["3.x", "3.8"]
+        pyversion: [">=3.8", "3.8"]
+
     steps:
-      - uses: actions/checkout@v3
+      - uses: actions/checkout@v4
+
       - name: Set up Python ${{ matrix.pyversion }}
-        uses: actions/setup-python@v4
+        uses: actions/setup-python@v5
+        with:
+          python-version: ${{ matrix.pyversion }}
+
+      - name: Set up uv
+        uses: astral-sh/setup-uv@v5
         with:
           python-version: ${{ matrix.pyversion }}
+  
       - name: Set up Julia
-        uses: julia-actions/setup-julia@v1
+        uses: julia-actions/setup-julia@v2
         with:
           version: '1'
+
       - name: Install dependencies
         run: |
-          python -m pip install --upgrade pip
-          pip install flake8 pytest pytest-cov nbval numpy
           cp pysrc/juliacall/juliapkg-dev.json pysrc/juliacall/juliapkg.json
-          pip install -e .
+          uv sync --dev
+
       - name: Lint with flake8
         run: |
           # stop the build if there are Python syntax errors or undefined names
-          flake8 . --count --select=E9,F63,F7,F82 --ignore=F821 --show-source --statistics
+          uv run flake8 ./pysrc ./pytest --count --select=E9,F63,F7,F82 --ignore=F821 --show-source --statistics
           # exit-zero treats all errors as warnings. The GitHub editor is 127 chars wide
-          flake8 . --count --exit-zero --max-complexity=10 --max-line-length=127 --statistics
+          uv run flake8 ./pysrc ./pytest --count --exit-zero --max-complexity=10 --max-line-length=127 --statistics
+
       - name: Run tests
         run: |
-          pytest -s --nbval --cov=pysrc ./pytest/
+          uv run pytest -s --nbval --cov=pysrc ./pytest/
+        env:
+          PYTHON_JULIACALL_THREADS: '2'
+
       - name: Upload coverage to Codecov
-        uses: codecov/codecov-action@v2
+        uses: codecov/codecov-action@v5
         env:
           CODECOV_TOKEN: ${{ secrets.CODECOV_TOKEN }}

.gitignore

@@ -6,3 +6,4 @@ build/
 dist/
 .CondaPkg/
 /jltest.*
+uv.lock

Project.toml

@@ -1,7 +1,7 @@
 name = "PythonCall"
 uuid = "6099a3de-0909-46bc-b1f4-468b9a2dfc0d"
 authors = ["Christopher Doris <github.com/cjdoris>"]
-version = "0.9.21"
+version = "0.9.25"
 
 [deps]
 CondaPkg = "992eb4ea-22a4-4c89-a5bb-47a3300528ab"
@@ -10,7 +10,6 @@ Libdl = "8f399da3-3557-5675-b5ff-fb832c97cbdb"
 MacroTools = "1914dd2f-81c6-5fcd-8719-6d5c9610ff09"
 Markdown = "d6f4376e-aef5-505a-96c1-9c027394607a"
 Pkg = "44cfe95a-1eb2-52ea-b672-e2afdf69b78f"
-REPL = "3fa0cd96-eef1-5676-8a61-b3b8758bbffb"
 Requires = "ae029012-a4dd-5104-9daa-d747884805df"
 Serialization = "9e88b42a-f829-5b0c-bbe9-9e923198166b"
 Tables = "bd369af6-aec1-5ad0-b16a-f7cc5008161c"
@@ -24,14 +23,13 @@ Libdl = "1"
 MacroTools = "0.5"
 Markdown = "1"
 Pkg = "1"
-REPL = "1"
 Requires = "1"
 Serialization = "1"
 Tables = "1"
 Test = "1"
 TestItemRunner = "0 - 999"
 UnsafePointers = "1"
-julia = "1.6.1"
+julia = "1.9"
 
 [extras]
 Aqua = "4c88cf16-eb10-579e-8560-4a9242c79595"

README.md

@@ -14,7 +14,7 @@ Bringing [**Python®**](https://www.python.org/) and [**Julia**](https://juliala
 - Fast non-copying conversion of numeric arrays in either direction: modify Python arrays (e.g. `bytes`, `array.array`, `numpy.ndarray`) from Julia or Julia arrays from Python.
 - Helpful wrappers: interpret Python sequences, dictionaries, arrays, dataframes and IO streams as their Julia counterparts, and vice versa.
 - Beautiful stack-traces.
-- Supports modern systems: tested on Windows, MacOS and Linux, 64-bit, Julia 1.6.1 upwards and Python 3.8 upwards.
+- Supports modern systems: tested on Windows, MacOS and Linux, 64-bit, Julia 1.9 upwards and Python 3.8 upwards.
 
 ⭐ If you like this, a GitHub star would be lovely thank you. ⭐
 
@@ -40,9 +40,8 @@ In this example we use the Python module JuliaCall from an IPython notebook to t
 
 ## What about PyCall?
 
-The existing package [PyCall](https://github.com/JuliaPy/PyCall.jl) is another similar interface to Python. Here we note some key differences, but a more detailed comparison is in the documentation.
+The existing package [PyCall](https://github.com/JuliaPy/PyCall.jl) is another similar interface to Python. Here we note some key differences:.
 - PythonCall supports a wider range of conversions between Julia and Python, and the conversion mechanism is extensible.
 - PythonCall by default never copies mutable objects when converting, but instead directly wraps the mutable object. This means that modifying the converted object modifies the original, and conversion is faster.
 - PythonCall does not usually automatically convert results to Julia values, but leaves them as Python objects. This makes it easier to do Pythonic things with these objects (e.g. accessing methods) and is type-stable.
-- PythonCall installs dependencies into a separate Conda environment for each Julia project. This means each Julia project can have an isolated set of Python dependencies.
-- PythonCall supports Julia 1.6.1+ and Python 3.8+ whereas PyCall supports Julia 0.7+ and Python 2.7+.
+- PythonCall installs dependencies into a separate Conda environment for each Julia project using [CondaPkg](https://github.com/JuliaPy/CondaPkg.jl). This means each Julia project can have an isolated set of Python dependencies.