No WASM build in CI (#952)

* no wasm

* update changelog

Author: s3alfisc

.github/workflows/build-and-relase.yaml

@@ -136,43 +136,6 @@ jobs:
           name: wheels-macos-${{ matrix.platform.target }}
           path: dist
 
-  emscripten:
-    runs-on: ${{ matrix.platform.runner }}
-    strategy:
-      matrix:
-        platform:
-          - runner: ubuntu-22.04
-            target: wasm32-unknown-emscripten
-    steps:
-      - uses: actions/checkout@v4
-      - run: pip install pyodide-build
-      - name: Get Emscripten and Python version info
-        shell: bash
-        run: |
-          echo EMSCRIPTEN_VERSION=$(pyodide config get emscripten_version) >> $GITHUB_ENV
-          echo PYTHON_VERSION=$(pyodide config get python_version | cut -d '.' -f 1-2) >> $GITHUB_ENV
-          pip uninstall -y pyodide-build
-      - uses: mymindstorm/setup-emsdk@v12
-        with:
-          version: ${{ env.EMSCRIPTEN_VERSION }}
-          actions-cache-folder: emsdk-cache
-      - uses: actions/setup-python@v5
-        with:
-          python-version: ${{ env.PYTHON_VERSION }}
-      - run: pip install pyodide-build
-      - name: Build wheels
-        uses: PyO3/maturin-action@v1
-        with:
-          target: ${{ matrix.platform.target }}
-          args: --release --out dist -i ${{ env.PYTHON_VERSION }}
-          sccache: ${{ !startsWith(github.ref, 'refs/tags/') }}
-          rust-toolchain: nightly
-      - name: Upload wheels
-        uses: actions/upload-artifact@v4
-        with:
-          name: wasm-wheels
-          path: dist
-
   sdist:
     runs-on: ubuntu-latest
     steps:
@@ -192,7 +155,7 @@ jobs:
     name: Release
     runs-on: ubuntu-latest
     if: ${{ startsWith(github.ref, 'refs/tags/') || github.event_name == 'workflow_dispatch' }}
-    needs: [linux, musllinux, windows, macos, emscripten, sdist]
+    needs: [linux, musllinux, windows, macos, sdist]
     permissions:
       # Use to sign the release artifacts
       id-token: write
@@ -217,6 +180,5 @@ jobs:
       - name: Upload to GitHub Release
         uses: softprops/action-gh-release@v1
         with:
-          files: |
-            wasm-wheels/*.whl
+          files: ""
           prerelease: ${{ contains(github.ref, 'alpha') || contains(github.ref, 'beta') }}

docs/changelog.qmd

@@ -73,7 +73,7 @@ pf.etable([fit_nb, fit_rust], digits = 8)
 learn more about all features and take a look at more systematic benchmarks in the [quantreg vignette](https://py-econometrics.github.io/pyfixest/quantile-regression.html).
 
 ```{python}
-N_qr = 100_000
+N_qr = 10_000
 rng = np.random.default_rng(929)
 
 df_qr = pd.DataFrame({
@@ -82,16 +82,13 @@ df_qr = pd.DataFrame({
 })
 df_qr["Y"] = -0.5 + -2 * df_qr["X1"] + 1.9 * df_qr["X1"] ** 4 + df_qr["X2"] - 0.4 * df_qr["X2"] **7 + rng.normal(0, 1, N_qr)
 
-tic = time.time()
 fit_qr = pf.quantreg(
   fml = "Y ~ X1 + X2",
   data = df_qr,
   quantile = [0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9],
   method = "pfn",
   multi_method = "cfm2"
 )
-toc = time.time()
-print(f"Fit the entire quantile regression process with {N_qr} obs and k = 3 in {np.round(toc-tic)} seconds.")
 
 pf.qplot(fit_qr, figsize = [7,3])
 ```