[Build] Complete TVM wheel building migration

.github/workflows/main.yml

@@ -44,11 +44,20 @@ jobs:
           submodules: 'recursive'
       - name: Set up environment
         uses: ./.github/actions/setup
-      - name: Conda Build
+      - name: Install LLVM dependencies
         shell: bash -l {0}
-        run: >-
-          conda build --output-folder=conda/pkg  conda/recipe &&
-          conda install tvm -c ./conda/pkg
+        run: |
+          conda install -c conda-forge llvmdev cmake ninja zlib
+      - name: Build TVM wheel
+        shell: bash -l {0}
+        run: |
+          pip install scikit-build-core
+          export CMAKE_ARGS="-DUSE_LLVM=ON -DBUILD_TESTING=OFF"
+          pip wheel --no-deps -w dist . -v
+      - name: Install TVM from wheel
+        shell: bash -l {0}
+        run: |
+          pip install dist/*.whl
 #      - name: Build iOS RPC
 #        run: |
 #          IOS_VERSION="14.0"
@@ -98,11 +107,20 @@ jobs:
           submodules: 'recursive'
       - name: Set up environment
         uses: ./.github/actions/setup
-      - name: Conda Build
+      - name: Install LLVM dependencies
         shell: cmd /C call {0}
-        run: >-
-          conda build --output-folder=conda/pkg conda/recipe &&
-          conda install tvm -c ./conda/pkg
+        run: |
+          conda install -c conda-forge llvmdev cmake ninja zlib
+      - name: Install TVM
+        shell: cmd /C call {0}
+        run: |
+          pip install scikit-build-core
+          set CMAKE_ARGS=-DUSE_LLVM=ON -DBUILD_TESTING=OFF
+          pip install --no-deps . -v
+      - name: Install test dependencies
+        shell: cmd /C call {0}
+        run: |
+          pip install psutil cloudpickle ml_dtypes numpy packaging scipy tornado typing_extensions
       - name: Test
         shell: cmd /C call {0}
         run: >-

conda/build-environment.yaml

@@ -11,29 +11,29 @@
 # Unless required by applicable law or agreed to in writing,
 # software distributed under the License is distributed on an
 # "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-# KIND, either express or implied.  See the License for the
-# specific language governing permissions and limitations
-# under the License.
+# KIND, either express or implied.  See the License for the specific
+# language governing permissions and limitations under the License.
 
-# Build environment that can be used to build tvm.
-name: tvm-build
+# Build environment for TVM wheel building.
+# This environment provides the necessary dependencies for building TVM wheels.
+name: tvm-wheel-build
 
 # The conda channels to lookup the dependencies
 channels:
   - conda-forge
 
 # The packages to install to the environment
 dependencies:
-  - conda < 24.9.0
-  - conda-build < 24.9.0
-  - git
+  # Core build tools
+  - cmake >=3.24
+  - ninja
+  - make
   - llvmdev >=11
-  - numpy
-  - pytest
-  - cython
-  - cmake
+  - python >=3.9
+  - pip
+  - git
   - bzip2
-  - make
+  - pytest
+  - numpy
   - scipy
-  - pillow
-  - pip
+  - cython

conda/recipe/install_tvm_python.bat

@@ -16,5 +16,5 @@
 :: under the License.
 echo on
 
-cd %SRC_DIR%\python || exit /b
-%PYTHON% setup.py install --single-version-externally-managed --record=%SRC_DIR%\record.txt || exit /b
+cd %SRC_DIR% || exit /b
+%PYTHON% -m pip install . --no-deps --no-build-isolation --record=%SRC_DIR%\record.txt || exit /b

conda/recipe/install_tvm_python.sh

@@ -19,5 +19,5 @@
 set -e
 set -u
 
-cd ${SRC_DIR}/python
-${PYTHON} setup.py install --single-version-externally-managed --record=/tmp/record.txt
+cd ${SRC_DIR}
+${PYTHON} -m pip install . --no-deps --no-build-isolation --record=/tmp/record.txt