Install torch in GitHub actions

.github/workflows/ci.yml

@@ -22,8 +22,21 @@ jobs:
           - version: '1'
             os: ubuntu-latest
             arch: x64
+    env:
+      JULIA_CONDAPKG_BACKEND: "Null"
+      JULIA_PYTHONCALL_EXE: "python3"
     steps:
       - uses: actions/checkout@v4
+      # Install pytorch
+      - name: Set up Python
+        uses: actions/setup-python@v2
+        with:
+          python-version: '3.10'
+      - name: Install pytorch
+        run: |
+           pip3 install torch --index-url https://download.pytorch.org/whl/cpu
+           pip3 install numpy
+      # Install Julia
       - uses: julia-actions/setup-julia@v2
         with:
           version: ${{ matrix.version }}

.github/workflows/documentation.yml

@@ -15,6 +15,8 @@ jobs:
     env:
       GKSwstype: nul
       DATADEPS_ALWAYS_ACCEPT: true
+      JULIA_CONDAPKG_BACKEND: "Null"
+      JULIA_PYTHONCALL_EXE: "python3"
     steps:
       - uses: actions/checkout@v4
       # Install pytorch
@@ -24,7 +26,8 @@ jobs:
           python-version: '3.10'
       - name: Install pytorch
         run: |
-           pip3 install torch --index-url https://download.pytorch.org/whl/cpu
+          pip3 install torch --index-url https://download.pytorch.org/whl/cpu
+          pip3 install numpy
       # Install Julia
       - uses: julia-actions/setup-julia@latest
         with:

docs/make.jl

@@ -37,9 +37,6 @@ function _literate_directory(dir)
         rm(filename)
     end
     for filename in _file_list(dir, dir, ".jl")
-        if endswith(filename, "pytorch.jl")
-            continue  # Skip for now
-        end
         # `include` the file to test it before `#src` lines are removed. It is
         # in a testset to isolate local variables between files.
         Test.@testset "$(filename)" begin
@@ -80,14 +77,14 @@ Documenter.makedocs(;
             "manual/Flux.md",
             "manual/GLM.md",
             "manual/Lux.md",
-            # "manual/PyTorch.md",
+            "manual/PyTorch.md",
         ],
         "Tutorials" => [
             "tutorials/student_enrollment.md",
             "tutorials/decision_trees.md",
             "tutorials/mnist.md",
             "tutorials/mnist_lux.md",
-            # "tutorials/pytorch.md",
+            "tutorials/pytorch.md",
             "tutorials/gaussian.md",
         ],
         "Developers" => ["developers/design_principles.md"],

docs/src/tutorials/pytorch.jl

@@ -18,15 +18,24 @@
 # over how to link Julia to an existing Python environment. For example, if you
 # have an existing Python installation (with PyTorch installed), and it is
 # available in the current conda environment, set:
-
-ENV["JULIA_CONDAPKG_BACKEND"] = "Current"
-
+#
+# ```julia
+# ENV["JULIA_CONDAPKG_BACKEND"] = "Current"
+# ```
+#
 # before importing PythonCall.jl. If the Python installation can be found on
 # the path and it is not in a conda environment, set:
-
+#
 # ```julia
 # ENV["JULIA_CONDAPKG_BACKEND"] = "Null"
 # ```
+#
+# If `python` is not on your path, you may additionally need to set
+# `JULIA_PYTHONCALL_EXE`, for example, to:
+#
+# ```julia
+# ENV["JULIA_PYTHONCALL_EXE"] = "python3"
+# ```
 
 # ## Required packages
 

test/Project.toml

@@ -1,7 +1,6 @@
 [deps]
 AbstractGPs = "99985d1d-32ba-4be9-9821-2ec096f28918"
 CSV = "336ed68f-0bac-5ca0-87d4-7b16caf5d00b"
-CondaPkg = "992eb4ea-22a4-4c89-a5bb-47a3300528ab"
 DataFrames = "a93c6f00-e57d-5684-b7b6-d8193f3e46c0"
 DecisionTree = "7806a523-6efd-50cb-b5f6-3fa6f1930dbb"
 Distributions = "31c24e10-a181-5473-b8eb-7969acd0382f"

test/test_PythonCall.jl

@@ -17,11 +17,14 @@ import PythonCall
 is_test(x) = startswith(string(x), "test_")
 
 function runtests()
-    try
-        PythonCall.pyimport("torch")
-    catch
-        @warn("Skipping PythonCall tests because we cannot import PyTorch.")
-        return
+    # If we're running the tests locally, allow skipping Python tests
+    if get(ENV, "CI", "false") == "false"
+        try
+            PythonCall.pyimport("torch")
+        catch
+            @warn("Skipping PythonCall tests because we cannot import PyTorch.")
+            return
+        end
     end
     @testset "$name" for name in filter(is_test, names(@__MODULE__; all = true))
         getfield(@__MODULE__, name)()