From 8558819c1db2dd0d88c3602c75c20b180093e86e Mon Sep 17 00:00:00 2001
From: Ian Faust <icfaust@gmail.com>
Date: Wed, 11 Dec 2024 11:44:31 +0100
Subject: [PATCH 01/57] Create codecov.yml

---
 .github/workflows/codecov.yml | 48 +++++++++++++++++++++++++++++++++++
 1 file changed, 48 insertions(+)
 create mode 100644 .github/workflows/codecov.yml

diff --git a/.github/workflows/codecov.yml b/.github/workflows/codecov.yml
new file mode 100644
index 0000000000..abfe9b2f9a
--- /dev/null
+++ b/.github/workflows/codecov.yml
@@ -0,0 +1,48 @@
+#===============================================================================
+# Copyright 2024 Intel Corporation
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# 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.
+#===============================================================================
+name: CI
+on:
+  workflow_run:
+    workflows: CI
+    types:
+      - completed
+  workflow_dispatch:
+permissions: read-all
+concurrency:
+  group: ${{ github.workflow }}-${{ github.event_name }}-${{ github.ref_name }}-${{ github.event.number || github.sha }}
+  cancel-in-progress: true
+
+jobs:
+  upload_coverage:
+    runs-on: ubuntu-24.04
+    # if: ${{ github.event.workflow_run.conclusion == 'success' }}
+    name: Codecov
+    steps:
+     - name: 'Download artifact'
+       uses: actions/github-script@v6
+       with:
+          script: |
+            let allArtifacts = await github.rest.actions.listWorkflowRunArtifacts({
+               owner: context.repo.owner,
+               repo: context.repo.repo,
+               run_id: context.payload.workflow_run.id,
+            });
+     - name: Upload coverage reports to Codecov
+       run: |
+         ls -lha
+         curl -Os https://cli.codecov.io/latest/linux/codecov
+         chmod +x codecov
+         ./codecov --verbose upload-process --fail-on-error -t ${{ secrets.CODECOV_TOKEN }} -n 'service'-${{ github.run_id }} -F service

From b2f74f7baacb9d4206fbb2f5c7c0ff815505e71f Mon Sep 17 00:00:00 2001
From: Ian Faust <icfaust@gmail.com>
Date: Wed, 11 Dec 2024 11:47:28 +0100
Subject: [PATCH 02/57] Update codecov.yml

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

diff --git a/.github/workflows/codecov.yml b/.github/workflows/codecov.yml
index abfe9b2f9a..fb9a6641d5 100644
--- a/.github/workflows/codecov.yml
+++ b/.github/workflows/codecov.yml
@@ -16,7 +16,7 @@
 name: CI
 on:
   workflow_run:
-    workflows: CI
+    workflows: [CI]
     types:
       - completed
   workflow_dispatch:

From 87d4e8892e8fe6a54c23944e446d403d7a117bc5 Mon Sep 17 00:00:00 2001
From: Ian Faust <icfaust@gmail.com>
Date: Wed, 11 Dec 2024 11:52:23 +0100
Subject: [PATCH 03/57] Update codecov.yml

---
 .github/workflows/codecov.yml | 8 +++++---
 1 file changed, 5 insertions(+), 3 deletions(-)

diff --git a/.github/workflows/codecov.yml b/.github/workflows/codecov.yml
index fb9a6641d5..27aea2e232 100644
--- a/.github/workflows/codecov.yml
+++ b/.github/workflows/codecov.yml
@@ -31,6 +31,8 @@ jobs:
     # if: ${{ github.event.workflow_run.conclusion == 'success' }}
     name: Codecov
     steps:
+     - name: Install Python
+       uses: actions/setup-python@v5
      - name: 'Download artifact'
        uses: actions/github-script@v6
        with:
@@ -43,6 +45,6 @@ jobs:
      - name: Upload coverage reports to Codecov
        run: |
          ls -lha
-         curl -Os https://cli.codecov.io/latest/linux/codecov
-         chmod +x codecov
-         ./codecov --verbose upload-process --fail-on-error -t ${{ secrets.CODECOV_TOKEN }} -n 'service'-${{ github.run_id }} -F service
+         python -m pip install coverage codecov-cli
+         coverage combine
+         codecov --verbose upload-process --fail-on-error -t ${{ secrets.CODECOV_TOKEN }} -n 'service'-${{ github.run_id }} -F service

From 9f9c381ed9b7bc087e605fc37639bfad973a7f23 Mon Sep 17 00:00:00 2001
From: Ian Faust <icfaust@gmail.com>
Date: Wed, 11 Dec 2024 11:53:33 +0100
Subject: [PATCH 04/57] Update codecov.yml

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

diff --git a/.github/workflows/codecov.yml b/.github/workflows/codecov.yml
index 27aea2e232..c7db85a8d9 100644
--- a/.github/workflows/codecov.yml
+++ b/.github/workflows/codecov.yml
@@ -13,7 +13,7 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 #===============================================================================
-name: CI
+name: Codecov
 on:
   workflow_run:
     workflows: [CI]

From fe68b6c12ff9d18bb78b0521d31136154f9b8b9c Mon Sep 17 00:00:00 2001
From: Ian Faust <icfaust@gmail.com>
Date: Wed, 11 Dec 2024 11:55:13 +0100
Subject: [PATCH 05/57] Update ci.yml

---
 .github/workflows/ci.yml | 148 ---------------------------------------
 1 file changed, 148 deletions(-)

diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 2f19a48193..239be3cfab 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -40,12 +40,8 @@ jobs:
       fail-fast: false
       matrix:
         include:
-          - PYTHON_VERSION: "3.9"
-            SKLEARN_VERSION: "1.1"
           - PYTHON_VERSION: "3.10"
             SKLEARN_VERSION: "1.2"
-          - PYTHON_VERSION: "3.11"
-            SKLEARN_VERSION: "1.3"
     name: LinuxNightly/pip Python${{ matrix.PYTHON_VERSION }}_Sklearn${{ matrix.SKLEARN_VERSION }}
     runs-on: ubuntu-24.04
     timeout-minutes: 120
@@ -154,147 +150,3 @@ jobs:
           if [ "${{ steps.set-env.outputs.DPCFLAG }}" == "" ]; then export CPU=cpu; fi
           export SKLEARNEX_PREVIEW='YES'
           bash .ci/scripts/run_sklearn_tests.sh $CPU
-
-  sklearn_win:
-    strategy:
-      fail-fast: false
-      matrix:
-        include:
-          - PYTHON_VERSION: "3.9"
-            SKLEARN_VERSION: "1.1"
-          - PYTHON_VERSION: "3.10"
-            SKLEARN_VERSION: "1.2"
-          - PYTHON_VERSION: "3.11"
-            SKLEARN_VERSION: "1.3"
-    name: WindowsNightly/pip Python${{ matrix.PYTHON_VERSION }}_Sklearn${{ matrix.SKLEARN_VERSION }}
-    runs-on: windows-2022
-    timeout-minutes: 120
-
-    steps:
-      - name: Checkout Scikit-learn-intelex
-        uses: actions/checkout@v4
-      - name: Install Python
-        uses: actions/setup-python@v5
-        with:
-          python-version: ${{ matrix.PYTHON_VERSION }}
-      - name: Get run ID of "Nightly-build" workflow
-        id: get-run-id
-        shell: bash
-        run: |
-          OTHER_REPO="uxlfoundation/oneDAL"
-          WF_NAME="Nightly-build"
-          JQ_QUERY='map(select(.event == "workflow_dispatch" or .event == "schedule")) | .[0].databaseId'
-          RUN_ID=`gh run --repo ${OTHER_REPO} list --workflow "${WF_NAME}" --json databaseId,event --status success --jq "${JQ_QUERY}"`
-          echo "Detected latest run id of ${RUN_ID} for workflow ${WF_NAME}"
-          echo "run-id=${RUN_ID}" >> "$GITHUB_OUTPUT"
-        env:
-          GH_TOKEN: ${{ github.token }}
-      - name: Download oneDAL build artifact
-        uses: actions/download-artifact@v4
-        with:
-          name: __release_win
-          github-token: ${{ github.token }}
-          repository: uxlfoundation/oneDAL
-          run-id: ${{ steps.get-run-id.outputs.run-id }}
-          path: ./__release_win
-      - name: Download Intel BaseKit artifact
-        uses: actions/download-artifact@v4
-        with:
-          name: intel_oneapi_basekit
-          github-token: ${{ github.token }}
-          repository: uxlfoundation/oneDAL
-          run-id: ${{ steps.get-run-id.outputs.run-id }}
-      - name: Decompress Intel BaseKit
-        shell: cmd
-        run: |
-          tar -xvzf oneapi.tar.gz
-          echo "Unzip complete"
-      - name: Set Environment Variables
-        id: set-env
-        shell: cmd
-        run: |
-          echo C:\msys64\usr\bin;>> %GITHUB_PATH%
-          echo NO_DIST=YES>> %GITHUB_ENV%
-          set DPCTL_TEMP="${{ env.DPCTL_PY_VERSIONS }}"
-          if not %DPCTL_TEMP:${{ matrix.PYTHON_VERSION }}=%==%DPCTL_TEMP% (echo DPCFLAG=>> %GITHUB_OUTPUT%) else (echo DPCFLAG="0">> %GITHUB_OUTPUT%)
-          echo COVERAGE_RCFILE=%cd%\.coveragerc>> %GITHUB_ENV%
-      - name: Download Intel OpenCL CPU Runtime artifact
-        if: ${{ steps.set-env.outputs.DPCFLAG == '' }}
-        uses: actions/download-artifact@v4
-        with:
-          name: opencl_rt_installer
-          github-token: ${{ github.token }}
-          repository: uxlfoundation/oneDAL
-          run-id: ${{ steps.get-run-id.outputs.run-id }}
-          path: .
-      - name: Install Intel OpenCL CPU Runtime
-        if: ${{ steps.set-env.outputs.DPCFLAG == '' }}
-        run: |
-          Start-Process msiexec -ArgumentList "/i opencl_rt.msi /qn" -Wait
-          echo "Installed Intel OpenCL CPU Runtime"
-      - name: Install dependencies
-        shell: cmd
-        run: |
-          python -m venv venv
-          call .\venv\Scripts\activate.bat
-          pip install --upgrade setuptools
-          pip install cpufeature clang-format pyyaml
-          pip install -r dependencies-dev
-      - name: System info 
-        shell: cmd
-        run: |
-          call .\venv\Scripts\activate.bat
-          call .\oneapi\setvars.bat
-          bash .ci/scripts/describe_system.sh
-      - name: Build daal4py/sklearnex
-        shell: cmd
-        run: |
-          call .\venv\Scripts\activate.bat
-          call .\.github\scripts\activate_components.bat ${{ steps.set-env.outputs.DPCFLAG }}
-          set PREFIX=.
-          set PYTHON=python
-          call .\conda-recipe\bld.bat
-      - name: Install testing requirements
-        shell: cmd
-        run: |
-          call .\venv\Scripts\activate.bat
-          call .\.github\scripts\activate_components.bat ${{ steps.set-env.outputs.DPCFLAG }}
-          bash .ci/scripts/setup_sklearn.sh ${{ matrix.SKLEARN_VERSION }}
-          pip install --upgrade -r requirements-test.txt
-          for /f "delims=" %%c in ('python .ci\scripts\get_compatible_scipy_version.py ${{ matrix.SKLEARN_VERSION }}') do set SCIPY_VERSION=%%c
-          pip install %SCIPY_VERSION%
-          if "${{ steps.set-env.outputs.DPCFLAG }}"=="" pip install dpctl==${{ env.DPCTL_VERSION }} dpnp==${{ env.DPNP_VERSION }}
-          pip list
-      - name: Sklearnex testing
-        shell: cmd
-        run: |
-          call .\venv\Scripts\activate.bat
-          call .\.github\scripts\activate_components.bat ${{ steps.set-env.outputs.DPCFLAG }}
-          set PYTHON=python
-          set COVERAGE_FILE=%cd%\.coverage.sklearnex
-          cd ..
-          call scikit-learn-intelex\conda-recipe\run_test.bat scikit-learn-intelex\
-      - name: Sklearn testing
-        shell: cmd
-        run: |
-          call .\venv\Scripts\activate.bat
-          call .\.github\scripts\activate_components.bat ${{ steps.set-env.outputs.DPCFLAG }}
-          set COVERAGE_FILE=%cd%\.coverage.sklearn
-          if "${{ steps.set-env.outputs.DPCFLAG }}"=="" set CPU=cpu
-          bash .ci/scripts/run_sklearn_tests.sh %CPU%
-      - name: Archive coverage data
-        uses: actions/upload-artifact@v4
-        with:
-          name: coverage_win_Py${{ matrix.PYTHON_VERSION }}_${{ matrix.SKLEARN_VERSION }}
-          path: |
-             .coverage.sklearn
-             .coverage.sklearnex
-          include-hidden-files: true
-      - name: Sklearn testing [preview]
-        shell: cmd
-        run: |
-          call .\venv\Scripts\activate.bat
-          call .\.github\scripts\activate_components.bat ${{ steps.set-env.outputs.DPCFLAG }}
-          if "${{ steps.set-env.outputs.DPCFLAG }}"=="" set CPU=cpu
-          set SKLEARNEX_PREVIEW=YES
-          bash .ci/scripts/run_sklearn_tests.sh %CPU%

From 8abc8313b57962b56748bc5925ae7e6dc0ec035e Mon Sep 17 00:00:00 2001
From: Ian Faust <icfaust@gmail.com>
Date: Wed, 11 Dec 2024 13:02:03 +0100
Subject: [PATCH 06/57] Update codecov.yml

---
 .github/workflows/codecov.yml | 9 ++-------
 1 file changed, 2 insertions(+), 7 deletions(-)

diff --git a/.github/workflows/codecov.yml b/.github/workflows/codecov.yml
index c7db85a8d9..80c52a72e4 100644
--- a/.github/workflows/codecov.yml
+++ b/.github/workflows/codecov.yml
@@ -34,14 +34,9 @@ jobs:
      - name: Install Python
        uses: actions/setup-python@v5
      - name: 'Download artifact'
-       uses: actions/github-script@v6
+       uses: actions/download-artifact@v4
        with:
-          script: |
-            let allArtifacts = await github.rest.actions.listWorkflowRunArtifacts({
-               owner: context.repo.owner,
-               repo: context.repo.repo,
-               run_id: context.payload.workflow_run.id,
-            });
+          run_id: ${{ github.event.workflow_run.id }}
      - name: Upload coverage reports to Codecov
        run: |
          ls -lha

From 3ef0e896a3082b718e7fd3f951608078ea6d1a1b Mon Sep 17 00:00:00 2001
From: Ian Faust <icfaust@gmail.com>
Date: Wed, 11 Dec 2024 13:28:14 +0100
Subject: [PATCH 07/57] Update codecov.yml

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

diff --git a/.github/workflows/codecov.yml b/.github/workflows/codecov.yml
index 80c52a72e4..598c8b93aa 100644
--- a/.github/workflows/codecov.yml
+++ b/.github/workflows/codecov.yml
@@ -36,7 +36,7 @@ jobs:
      - name: 'Download artifact'
        uses: actions/download-artifact@v4
        with:
-          run_id: ${{ github.event.workflow_run.id }}
+          run-id: ${{ github.event.workflow_run.id }}
      - name: Upload coverage reports to Codecov
        run: |
          ls -lha

From a66e6e5348ad260409cefd9d57b140fa94a6f28b Mon Sep 17 00:00:00 2001
From: Ian Faust <icfaust@gmail.com>
Date: Wed, 11 Dec 2024 13:55:27 +0100
Subject: [PATCH 08/57] Create test.yml

---
 .github/workflows/test.yml | 66 ++++++++++++++++++++++++++++++++++++++
 1 file changed, 66 insertions(+)
 create mode 100644 .github/workflows/test.yml

diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml
new file mode 100644
index 0000000000..059b9f39e7
--- /dev/null
+++ b/.github/workflows/test.yml
@@ -0,0 +1,66 @@
+#===============================================================================
+# Copyright 2024 Intel Corporation
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# 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.
+#===============================================================================
+
+name: test
+on:
+  pull_request:
+    branches: [ "main" ]
+  push:
+    branches:
+      - main
+  workflow_dispatch:
+
+permissions: read-all
+
+concurrency:
+  group: ${{ github.workflow }}-${{ github.event_name }}-${{ github.ref_name }}-${{ github.event.number || github.sha }}
+  cancel-in-progress: true
+
+env:
+  DPCTL_VERSION: 0.18.1
+  DPNP_VERSION: 0.16.0
+  DPCTL_PY_VERSIONS: '3.9\|3.11'
+
+jobs:
+  sklearn_lnx:
+    strategy:
+      fail-fast: false
+      matrix:
+        include:
+          - PYTHON_VERSION: "3.10"
+            SKLEARN_VERSION: "1.2"
+    name: LinuxNightly/pip Python${{ matrix.PYTHON_VERSION }}_Sklearn${{ matrix.SKLEARN_VERSION }}
+    runs-on: ubuntu-24.04
+    timeout-minutes: 120
+
+    steps:
+      - name: Checkout Scikit-learn-intelex
+        uses: actions/checkout@v4
+      - name: Install Python
+        uses: actions/setup-python@v5
+        with:
+          python-version: ${{ matrix.PYTHON_VERSION }}  
+      - name: Get run ID of "CI" workflow
+        id: get-run-id
+        run: |
+          OTHER_REPO="icfaust/scikit-learn-intelex"
+          WF_NAME="CI"
+          JQ_QUERY='map(select(.event == "workflow_dispatch" or .event == "schedule")) | .[0].databaseId'
+          RUN_ID=`gh run --repo ${OTHER_REPO} list --workflow "${WF_NAME}" --json databaseId,event --status success --jq "${JQ_QUERY}"`
+          echo "Detected latest run id of ${RUN_ID} for workflow ${WF_NAME}"
+          echo "run-id=${RUN_ID}" >> "$GITHUB_OUTPUT"
+        env:
+          GH_TOKEN: ${{ github.token }}

From d949488e8a58f7e124a6ae813838d0261243345d Mon Sep 17 00:00:00 2001
From: Ian Faust <icfaust@gmail.com>
Date: Wed, 11 Dec 2024 14:00:58 +0100
Subject: [PATCH 09/57] Update test.yml

---
 .github/workflows/test.yml | 5 +++++
 1 file changed, 5 insertions(+)

diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml
index 059b9f39e7..045ec9bf2d 100644
--- a/.github/workflows/test.yml
+++ b/.github/workflows/test.yml
@@ -64,3 +64,8 @@ jobs:
           echo "run-id=${RUN_ID}" >> "$GITHUB_OUTPUT"
         env:
           GH_TOKEN: ${{ github.token }}
+      - name: Download artifacts
+        uses: actions/download-artifact@v4
+        with:
+          # github-token: ${{ github.token }}
+          run-id: ${{ steps.get-run-id.outputs.run-id }}

From b8c430bde547996b3b99214df6555e2a76250ab4 Mon Sep 17 00:00:00 2001
From: Ian Faust <icfaust@gmail.com>
Date: Wed, 11 Dec 2024 14:02:08 +0100
Subject: [PATCH 10/57] Update test.yml

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

diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml
index 045ec9bf2d..cb57f3a012 100644
--- a/.github/workflows/test.yml
+++ b/.github/workflows/test.yml
@@ -67,5 +67,5 @@ jobs:
       - name: Download artifacts
         uses: actions/download-artifact@v4
         with:
-          # github-token: ${{ github.token }}
+          github-token: ${{ github.token }}
           run-id: ${{ steps.get-run-id.outputs.run-id }}

From 98b9cbf910cf051561a8c7686b20fc08ff8aa059 Mon Sep 17 00:00:00 2001
From: Ian Faust <icfaust@gmail.com>
Date: Wed, 11 Dec 2024 14:03:00 +0100
Subject: [PATCH 11/57] Update codecov.yml

---
 .github/workflows/codecov.yml | 1 +
 1 file changed, 1 insertion(+)

diff --git a/.github/workflows/codecov.yml b/.github/workflows/codecov.yml
index 598c8b93aa..97c76a5668 100644
--- a/.github/workflows/codecov.yml
+++ b/.github/workflows/codecov.yml
@@ -36,6 +36,7 @@ jobs:
      - name: 'Download artifact'
        uses: actions/download-artifact@v4
        with:
+          github-token: ${{ github.token }}
           run-id: ${{ github.event.workflow_run.id }}
      - name: Upload coverage reports to Codecov
        run: |

From 007a144eba6486aa490e28d43dd43d50a4f40d09 Mon Sep 17 00:00:00 2001
From: Ian Faust <icfaust@gmail.com>
Date: Wed, 11 Dec 2024 14:06:30 +0100
Subject: [PATCH 12/57] Update test.yml

---
 .github/workflows/test.yml | 7 +++++++
 1 file changed, 7 insertions(+)

diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml
index cb57f3a012..b2003cbb1b 100644
--- a/.github/workflows/test.yml
+++ b/.github/workflows/test.yml
@@ -67,5 +67,12 @@ jobs:
       - name: Download artifacts
         uses: actions/download-artifact@v4
         with:
+          path: coverage
           github-token: ${{ github.token }}
           run-id: ${{ steps.get-run-id.outputs.run-id }}
+      - name: Upload coverage reports to Codecov
+       run: |
+         ls -lha
+         python -m pip install coverage codecov-cli
+         coverage combine ./coverage
+         coverage xml

From 3bf647a470c294c56cbae8b14d8e47c28316feed Mon Sep 17 00:00:00 2001
From: Ian Faust <icfaust@gmail.com>
Date: Wed, 11 Dec 2024 14:07:00 +0100
Subject: [PATCH 13/57] Update test.yml

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

diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml
index b2003cbb1b..60de449996 100644
--- a/.github/workflows/test.yml
+++ b/.github/workflows/test.yml
@@ -71,7 +71,7 @@ jobs:
           github-token: ${{ github.token }}
           run-id: ${{ steps.get-run-id.outputs.run-id }}
       - name: Upload coverage reports to Codecov
-       run: |
+        run: |
          ls -lha
          python -m pip install coverage codecov-cli
          coverage combine ./coverage

From 5f98478dc2cbcf1d7a60c0474a40f554fcffd744 Mon Sep 17 00:00:00 2001
From: Ian Faust <icfaust@gmail.com>
Date: Wed, 11 Dec 2024 14:10:15 +0100
Subject: [PATCH 14/57] Update test.yml

---
 .github/workflows/test.yml | 1 +
 1 file changed, 1 insertion(+)

diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml
index 60de449996..ee666c09ab 100644
--- a/.github/workflows/test.yml
+++ b/.github/workflows/test.yml
@@ -73,6 +73,7 @@ jobs:
       - name: Upload coverage reports to Codecov
         run: |
          ls -lha
+         ls -lha coverage
          python -m pip install coverage codecov-cli
          coverage combine ./coverage
          coverage xml

From 12d836be3559f3a90d5bdbca35b2c5c5205b5137 Mon Sep 17 00:00:00 2001
From: Ian Faust <icfaust@gmail.com>
Date: Wed, 11 Dec 2024 14:19:32 +0100
Subject: [PATCH 15/57] Update test.yml

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

diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml
index ee666c09ab..0d211a5d3e 100644
--- a/.github/workflows/test.yml
+++ b/.github/workflows/test.yml
@@ -75,5 +75,5 @@ jobs:
          ls -lha
          ls -lha coverage
          python -m pip install coverage codecov-cli
-         coverage combine ./coverage
+         find ./coverage -print0 | xargs -0 coverage combine
          coverage xml

From ba679174a41463e3fb8b49b71a1be7e9a514bae5 Mon Sep 17 00:00:00 2001
From: Ian Faust <icfaust@gmail.com>
Date: Wed, 11 Dec 2024 14:29:41 +0100
Subject: [PATCH 16/57] Update ci.yml

---
 .github/workflows/ci.yml | 156 ++++++++++++++++++++++++++++++++++++++-
 1 file changed, 152 insertions(+), 4 deletions(-)

diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 239be3cfab..65f2947791 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -40,8 +40,12 @@ jobs:
       fail-fast: false
       matrix:
         include:
+          - PYTHON_VERSION: "3.9"
+            SKLEARN_VERSION: "1.1"
           - PYTHON_VERSION: "3.10"
             SKLEARN_VERSION: "1.2"
+          - PYTHON_VERSION: "3.11"
+            SKLEARN_VERSION: "1.3"
     name: LinuxNightly/pip Python${{ matrix.PYTHON_VERSION }}_Sklearn${{ matrix.SKLEARN_VERSION }}
     runs-on: ubuntu-24.04
     timeout-minutes: 120
@@ -125,14 +129,14 @@ jobs:
         run: |
           source venv/bin/activate
           source .github/scripts/activate_components.sh
-          export COVERAGE_FILE=$(pwd)/.coverage.sklearnex
+          export COVERAGE_FILE=$(pwd)/.coverage.sklearnex_${{ matrix.PYTHON_VERSION }}_${{ matrix.SKLEARN_VERSION }}
           cd .ci
           ../conda-recipe/run_test.sh
       - name: Sklearn testing
         run: |
           source venv/bin/activate
           source .github/scripts/activate_components.sh
-          export COVERAGE_FILE=$(pwd)/.coverage.sklearn
+          export COVERAGE_FILE=$(pwd)/.coverage.sklearn_${{ matrix.PYTHON_VERSION }}_${{ matrix.SKLEARN_VERSION }}
           if [ "${{ steps.set-env.outputs.DPCFLAG }}" == "" ]; then export CPU=cpu; fi
           bash .ci/scripts/run_sklearn_tests.sh $CPU
       - name: Archive coverage data
@@ -140,8 +144,8 @@ jobs:
         with:
           name: coverage_lnx_Py${{ matrix.PYTHON_VERSION }}_${{ matrix.SKLEARN_VERSION }}
           path: |
-             .coverage.sklearn
-             .coverage.sklearnex
+             .coverage.sklearn_${{ matrix.PYTHON_VERSION }}_${{ matrix.SKLEARN_VERSION }}
+             .coverage.sklearnex_${{ matrix.PYTHON_VERSION }}_${{ matrix.SKLEARN_VERSION }}
           include-hidden-files: true
       - name: Sklearn testing [preview]
         run: |
@@ -150,3 +154,147 @@ jobs:
           if [ "${{ steps.set-env.outputs.DPCFLAG }}" == "" ]; then export CPU=cpu; fi
           export SKLEARNEX_PREVIEW='YES'
           bash .ci/scripts/run_sklearn_tests.sh $CPU
+
+  sklearn_win:
+    strategy:
+      fail-fast: false
+      matrix:
+        include:
+          - PYTHON_VERSION: "3.9"
+            SKLEARN_VERSION: "1.1"
+          - PYTHON_VERSION: "3.10"
+            SKLEARN_VERSION: "1.2"
+          - PYTHON_VERSION: "3.11"
+            SKLEARN_VERSION: "1.3"
+    name: WindowsNightly/pip Python${{ matrix.PYTHON_VERSION }}_Sklearn${{ matrix.SKLEARN_VERSION }}
+    runs-on: windows-2022
+    timeout-minutes: 120
+
+    steps:
+      - name: Checkout Scikit-learn-intelex
+        uses: actions/checkout@v4
+      - name: Install Python
+        uses: actions/setup-python@v5
+        with:
+          python-version: ${{ matrix.PYTHON_VERSION }}
+      - name: Get run ID of "Nightly-build" workflow
+        id: get-run-id
+        shell: bash
+        run: |
+          OTHER_REPO="uxlfoundation/oneDAL"
+          WF_NAME="Nightly-build"
+          JQ_QUERY='map(select(.event == "workflow_dispatch" or .event == "schedule")) | .[0].databaseId'
+          RUN_ID=`gh run --repo ${OTHER_REPO} list --workflow "${WF_NAME}" --json databaseId,event --status success --jq "${JQ_QUERY}"`
+          echo "Detected latest run id of ${RUN_ID} for workflow ${WF_NAME}"
+          echo "run-id=${RUN_ID}" >> "$GITHUB_OUTPUT"
+        env:
+          GH_TOKEN: ${{ github.token }}
+      - name: Download oneDAL build artifact
+        uses: actions/download-artifact@v4
+        with:
+          name: __release_win
+          github-token: ${{ github.token }}
+          repository: uxlfoundation/oneDAL
+          run-id: ${{ steps.get-run-id.outputs.run-id }}
+          path: ./__release_win
+      - name: Download Intel BaseKit artifact
+        uses: actions/download-artifact@v4
+        with:
+          name: intel_oneapi_basekit
+          github-token: ${{ github.token }}
+          repository: uxlfoundation/oneDAL
+          run-id: ${{ steps.get-run-id.outputs.run-id }}
+      - name: Decompress Intel BaseKit
+        shell: cmd
+        run: |
+          tar -xvzf oneapi.tar.gz
+          echo "Unzip complete"
+      - name: Set Environment Variables
+        id: set-env
+        shell: cmd
+        run: |
+          echo C:\msys64\usr\bin;>> %GITHUB_PATH%
+          echo NO_DIST=YES>> %GITHUB_ENV%
+          set DPCTL_TEMP="${{ env.DPCTL_PY_VERSIONS }}"
+          if not %DPCTL_TEMP:${{ matrix.PYTHON_VERSION }}=%==%DPCTL_TEMP% (echo DPCFLAG=>> %GITHUB_OUTPUT%) else (echo DPCFLAG="0">> %GITHUB_OUTPUT%)
+          echo COVERAGE_RCFILE=%cd%\.coveragerc>> %GITHUB_ENV%
+      - name: Download Intel OpenCL CPU Runtime artifact
+        if: ${{ steps.set-env.outputs.DPCFLAG == '' }}
+        uses: actions/download-artifact@v4
+        with:
+          name: opencl_rt_installer
+          github-token: ${{ github.token }}
+          repository: uxlfoundation/oneDAL
+          run-id: ${{ steps.get-run-id.outputs.run-id }}
+          path: .
+      - name: Install Intel OpenCL CPU Runtime
+        if: ${{ steps.set-env.outputs.DPCFLAG == '' }}
+        run: |
+          Start-Process msiexec -ArgumentList "/i opencl_rt.msi /qn" -Wait
+          echo "Installed Intel OpenCL CPU Runtime"
+      - name: Install dependencies
+        shell: cmd
+        run: |
+          python -m venv venv
+          call .\venv\Scripts\activate.bat
+          pip install --upgrade setuptools
+          pip install cpufeature clang-format pyyaml
+          pip install -r dependencies-dev
+      - name: System info 
+        shell: cmd
+        run: |
+          call .\venv\Scripts\activate.bat
+          call .\oneapi\setvars.bat
+          bash .ci/scripts/describe_system.sh
+      - name: Build daal4py/sklearnex
+        shell: cmd
+        run: |
+          call .\venv\Scripts\activate.bat
+          call .\.github\scripts\activate_components.bat ${{ steps.set-env.outputs.DPCFLAG }}
+          set PREFIX=.
+          set PYTHON=python
+          call .\conda-recipe\bld.bat
+      - name: Install testing requirements
+        shell: cmd
+        run: |
+          call .\venv\Scripts\activate.bat
+          call .\.github\scripts\activate_components.bat ${{ steps.set-env.outputs.DPCFLAG }}
+          bash .ci/scripts/setup_sklearn.sh ${{ matrix.SKLEARN_VERSION }}
+          pip install --upgrade -r requirements-test.txt
+          for /f "delims=" %%c in ('python .ci\scripts\get_compatible_scipy_version.py ${{ matrix.SKLEARN_VERSION }}') do set SCIPY_VERSION=%%c
+          pip install %SCIPY_VERSION%
+          if "${{ steps.set-env.outputs.DPCFLAG }}"=="" pip install dpctl==${{ env.DPCTL_VERSION }} dpnp==${{ env.DPNP_VERSION }}
+          pip list
+      - name: Sklearnex testing
+        shell: cmd
+        run: |
+          call .\venv\Scripts\activate.bat
+          call .\.github\scripts\activate_components.bat ${{ steps.set-env.outputs.DPCFLAG }}
+          set PYTHON=python
+          set COVERAGE_FILE=%cd%\.coverage.sklearnex_${{ matrix.PYTHON_VERSION }}_${{ matrix.SKLEARN_VERSION }}
+          cd ..
+          call scikit-learn-intelex\conda-recipe\run_test.bat scikit-learn-intelex\
+      - name: Sklearn testing
+        shell: cmd
+        run: |
+          call .\venv\Scripts\activate.bat
+          call .\.github\scripts\activate_components.bat ${{ steps.set-env.outputs.DPCFLAG }}
+          set COVERAGE_FILE=%cd%\.coverage.sklearn_${{ matrix.PYTHON_VERSION }}_${{ matrix.SKLEARN_VERSION }}
+          if "${{ steps.set-env.outputs.DPCFLAG }}"=="" set CPU=cpu
+          bash .ci/scripts/run_sklearn_tests.sh %CPU%
+      - name: Archive coverage data
+        uses: actions/upload-artifact@v4
+        with:
+          name: coverage_win_Py${{ matrix.PYTHON_VERSION }}_${{ matrix.SKLEARN_VERSION }}
+          path: |
+             .coverage.sklearn_${{ matrix.PYTHON_VERSION }}_${{ matrix.SKLEARN_VERSION }}
+             .coverage.sklearnex_${{ matrix.PYTHON_VERSION }}_${{ matrix.SKLEARN_VERSION }}
+          include-hidden-files: true
+      - name: Sklearn testing [preview]
+        shell: cmd
+        run: |
+          call .\venv\Scripts\activate.bat
+          call .\.github\scripts\activate_components.bat ${{ steps.set-env.outputs.DPCFLAG }}
+          if "${{ steps.set-env.outputs.DPCFLAG }}"=="" set CPU=cpu
+          set SKLEARNEX_PREVIEW=YES
+          bash .ci/scripts/run_sklearn_tests.sh %CPU%

From 58cfbd80d035d4206a1f38a97724323ab8cede12 Mon Sep 17 00:00:00 2001
From: Ian Faust <icfaust@gmail.com>
Date: Wed, 11 Dec 2024 14:31:07 +0100
Subject: [PATCH 17/57] Update test.yml

---
 .github/workflows/test.yml | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml
index 0d211a5d3e..988ab9700c 100644
--- a/.github/workflows/test.yml
+++ b/.github/workflows/test.yml
@@ -70,10 +70,11 @@ jobs:
           path: coverage
           github-token: ${{ github.token }}
           run-id: ${{ steps.get-run-id.outputs.run-id }}
+          merge-multiple: true
       - name: Upload coverage reports to Codecov
         run: |
          ls -lha
          ls -lha coverage
          python -m pip install coverage codecov-cli
-         find ./coverage -print0 | xargs -0 coverage combine
+         coverage combine ./coverage
          coverage xml

From 99cb4d4c37c3034bfec8be59234f90acd810ac8d Mon Sep 17 00:00:00 2001
From: Ian Faust <icfaust@gmail.com>
Date: Wed, 11 Dec 2024 14:36:06 +0100
Subject: [PATCH 18/57] Update test.yml

---
 .github/workflows/test.yml | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml
index 988ab9700c..3100e2672d 100644
--- a/.github/workflows/test.yml
+++ b/.github/workflows/test.yml
@@ -71,10 +71,10 @@ jobs:
           github-token: ${{ github.token }}
           run-id: ${{ steps.get-run-id.outputs.run-id }}
           merge-multiple: true
-      - name: Upload coverage reports to Codecov
+      - name: Install dependencies
         run: |
-         ls -lha
-         ls -lha coverage
          python -m pip install coverage codecov-cli
+      - name: Combine, convert and upload
          coverage combine ./coverage
          coverage xml
+         ls -lha

From 7607c6361252c18bad87f80195da94e1148ca40f Mon Sep 17 00:00:00 2001
From: Ian Faust <icfaust@gmail.com>
Date: Wed, 11 Dec 2024 14:36:58 +0100
Subject: [PATCH 19/57] Update test.yml

---
 .github/workflows/test.yml | 1 +
 1 file changed, 1 insertion(+)

diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml
index 3100e2672d..fc150dadfd 100644
--- a/.github/workflows/test.yml
+++ b/.github/workflows/test.yml
@@ -75,6 +75,7 @@ jobs:
         run: |
          python -m pip install coverage codecov-cli
       - name: Combine, convert and upload
+        run: |
          coverage combine ./coverage
          coverage xml
          ls -lha

From 47e4ed39bdc66719cb41aaa5f70d5f3507f9ceb1 Mon Sep 17 00:00:00 2001
From: Ian Faust <icfaust@gmail.com>
Date: Wed, 11 Dec 2024 14:56:21 +0100
Subject: [PATCH 20/57] Update test.yml

---
 .github/workflows/test.yml | 5 ++++-
 1 file changed, 4 insertions(+), 1 deletion(-)

diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml
index fc150dadfd..1a34267d42 100644
--- a/.github/workflows/test.yml
+++ b/.github/workflows/test.yml
@@ -73,9 +73,12 @@ jobs:
           merge-multiple: true
       - name: Install dependencies
         run: |
-         python -m pip install coverage codecov-cli
+         python -m pip install coverage
+         curl -Os https://cli.codecov.io/latest/linux/codecov
+         chmod +x codecov
       - name: Combine, convert and upload
         run: |
          coverage combine ./coverage
          coverage xml
+         ./codecov --verbose upload-process --fail-on-error -t ${{ secrets.CODECOV_TOKEN }} -n 'service'-${{ github.run_id }} -F service -f coverage.xml
          ls -lha

From 3b66f637261cca229eb19048a4ccc22219349e89 Mon Sep 17 00:00:00 2001
From: Ian Faust <icfaust@gmail.com>
Date: Wed, 11 Dec 2024 15:17:43 +0100
Subject: [PATCH 21/57] Update ci.yml

---
 .github/workflows/ci.yml | 16 ++++++++--------
 1 file changed, 8 insertions(+), 8 deletions(-)

diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 65f2947791..a46efccdeb 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -129,14 +129,14 @@ jobs:
         run: |
           source venv/bin/activate
           source .github/scripts/activate_components.sh
-          export COVERAGE_FILE=$(pwd)/.coverage.sklearnex_${{ matrix.PYTHON_VERSION }}_${{ matrix.SKLEARN_VERSION }}
+          export COVERAGE_FILE=$(pwd)/.coverage.lnx.sklearnex_${{ matrix.PYTHON_VERSION }}_${{ matrix.SKLEARN_VERSION }}
           cd .ci
           ../conda-recipe/run_test.sh
       - name: Sklearn testing
         run: |
           source venv/bin/activate
           source .github/scripts/activate_components.sh
-          export COVERAGE_FILE=$(pwd)/.coverage.sklearn_${{ matrix.PYTHON_VERSION }}_${{ matrix.SKLEARN_VERSION }}
+          export COVERAGE_FILE=$(pwd)/.coverage.lnx.sklearn_${{ matrix.PYTHON_VERSION }}_${{ matrix.SKLEARN_VERSION }}
           if [ "${{ steps.set-env.outputs.DPCFLAG }}" == "" ]; then export CPU=cpu; fi
           bash .ci/scripts/run_sklearn_tests.sh $CPU
       - name: Archive coverage data
@@ -144,8 +144,8 @@ jobs:
         with:
           name: coverage_lnx_Py${{ matrix.PYTHON_VERSION }}_${{ matrix.SKLEARN_VERSION }}
           path: |
-             .coverage.sklearn_${{ matrix.PYTHON_VERSION }}_${{ matrix.SKLEARN_VERSION }}
-             .coverage.sklearnex_${{ matrix.PYTHON_VERSION }}_${{ matrix.SKLEARN_VERSION }}
+             .coverage.lnx.sklearn_${{ matrix.PYTHON_VERSION }}_${{ matrix.SKLEARN_VERSION }}
+             .coverage.lnx.sklearnex_${{ matrix.PYTHON_VERSION }}_${{ matrix.SKLEARN_VERSION }}
           include-hidden-files: true
       - name: Sklearn testing [preview]
         run: |
@@ -271,7 +271,7 @@ jobs:
           call .\venv\Scripts\activate.bat
           call .\.github\scripts\activate_components.bat ${{ steps.set-env.outputs.DPCFLAG }}
           set PYTHON=python
-          set COVERAGE_FILE=%cd%\.coverage.sklearnex_${{ matrix.PYTHON_VERSION }}_${{ matrix.SKLEARN_VERSION }}
+          set COVERAGE_FILE=%cd%\.coverage.win.sklearnex_${{ matrix.PYTHON_VERSION }}_${{ matrix.SKLEARN_VERSION }}
           cd ..
           call scikit-learn-intelex\conda-recipe\run_test.bat scikit-learn-intelex\
       - name: Sklearn testing
@@ -279,7 +279,7 @@ jobs:
         run: |
           call .\venv\Scripts\activate.bat
           call .\.github\scripts\activate_components.bat ${{ steps.set-env.outputs.DPCFLAG }}
-          set COVERAGE_FILE=%cd%\.coverage.sklearn_${{ matrix.PYTHON_VERSION }}_${{ matrix.SKLEARN_VERSION }}
+          set COVERAGE_FILE=%cd%\.coverage.win.sklearn_${{ matrix.PYTHON_VERSION }}_${{ matrix.SKLEARN_VERSION }}
           if "${{ steps.set-env.outputs.DPCFLAG }}"=="" set CPU=cpu
           bash .ci/scripts/run_sklearn_tests.sh %CPU%
       - name: Archive coverage data
@@ -287,8 +287,8 @@ jobs:
         with:
           name: coverage_win_Py${{ matrix.PYTHON_VERSION }}_${{ matrix.SKLEARN_VERSION }}
           path: |
-             .coverage.sklearn_${{ matrix.PYTHON_VERSION }}_${{ matrix.SKLEARN_VERSION }}
-             .coverage.sklearnex_${{ matrix.PYTHON_VERSION }}_${{ matrix.SKLEARN_VERSION }}
+             .coverage.win.sklearn_${{ matrix.PYTHON_VERSION }}_${{ matrix.SKLEARN_VERSION }}
+             .coverage.win.sklearnex_${{ matrix.PYTHON_VERSION }}_${{ matrix.SKLEARN_VERSION }}
           include-hidden-files: true
       - name: Sklearn testing [preview]
         shell: cmd

From a0f6df2bfd083aa9705e128df8d5ad26e7beb719 Mon Sep 17 00:00:00 2001
From: Ian Faust <icfaust@gmail.com>
Date: Wed, 11 Dec 2024 15:19:36 +0100
Subject: [PATCH 22/57] Update codecov.yml

---
 .github/workflows/codecov.yml | 17 +++++++++++------
 1 file changed, 11 insertions(+), 6 deletions(-)

diff --git a/.github/workflows/codecov.yml b/.github/workflows/codecov.yml
index 97c76a5668..0ad2680752 100644
--- a/.github/workflows/codecov.yml
+++ b/.github/workflows/codecov.yml
@@ -28,7 +28,7 @@ concurrency:
 jobs:
   upload_coverage:
     runs-on: ubuntu-24.04
-    # if: ${{ github.event.workflow_run.conclusion == 'success' }}
+    if: ${{ github.event.workflow_run.conclusion == 'success' }}
     name: Codecov
     steps:
      - name: Install Python
@@ -38,9 +38,14 @@ jobs:
        with:
           github-token: ${{ github.token }}
           run-id: ${{ github.event.workflow_run.id }}
-     - name: Upload coverage reports to Codecov
+          merge-multiple: true
+     - name: Install dependencies
        run: |
-         ls -lha
-         python -m pip install coverage codecov-cli
-         coverage combine
-         codecov --verbose upload-process --fail-on-error -t ${{ secrets.CODECOV_TOKEN }} -n 'service'-${{ github.run_id }} -F service
+         python -m pip install coverage
+         curl -Os https://cli.codecov.io/latest/linux/codecov
+         chmod +x codecov
+     - name: Combine, convert and upload
+       run: |
+         coverage combine ./coverage
+         coverage xml
+         ./codecov --verbose upload-process --fail-on-error -t ${{ secrets.CODECOV_TOKEN }} -n 'service'-${{ github.run_id }} -F service -f coverage.xml

From f28895235aac175dcc15a5af8d10eda76d1f0fc9 Mon Sep 17 00:00:00 2001
From: Ian Faust <icfaust@gmail.com>
Date: Wed, 11 Dec 2024 16:00:25 +0100
Subject: [PATCH 23/57] Update codecov.yml

---
 .github/workflows/codecov.yml | 1 +
 1 file changed, 1 insertion(+)

diff --git a/.github/workflows/codecov.yml b/.github/workflows/codecov.yml
index 0ad2680752..0c390b8d67 100644
--- a/.github/workflows/codecov.yml
+++ b/.github/workflows/codecov.yml
@@ -36,6 +36,7 @@ jobs:
      - name: 'Download artifact'
        uses: actions/download-artifact@v4
        with:
+          path: coverage
           github-token: ${{ github.token }}
           run-id: ${{ github.event.workflow_run.id }}
           merge-multiple: true

From b057bf17479d53efe65ea69a23045c64105be72f Mon Sep 17 00:00:00 2001
From: Ian Faust <icfaust@gmail.com>
Date: Wed, 11 Dec 2024 16:07:42 +0100
Subject: [PATCH 24/57] Update codecov.yml

---
 .github/workflows/codecov.yml | 9 ++++++---
 1 file changed, 6 insertions(+), 3 deletions(-)

diff --git a/.github/workflows/codecov.yml b/.github/workflows/codecov.yml
index 0c390b8d67..e1569c750c 100644
--- a/.github/workflows/codecov.yml
+++ b/.github/workflows/codecov.yml
@@ -13,7 +13,7 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 #===============================================================================
-name: Codecov
+name: codecov
 on:
   workflow_run:
     workflows: [CI]
@@ -45,8 +45,11 @@ jobs:
          python -m pip install coverage
          curl -Os https://cli.codecov.io/latest/linux/codecov
          chmod +x codecov
-     - name: Combine, convert and upload
+     - name: Generate coverage.py report
        run: |
          coverage combine ./coverage
          coverage xml
-         ./codecov --verbose upload-process --fail-on-error -t ${{ secrets.CODECOV_TOKEN }} -n 'service'-${{ github.run_id }} -F service -f coverage.xml
+     - name: Upload to codecov
+       run: |
+         export CODECOV_NAME='service'-${{ github.event.number }}-${{ github.sha }}
+         ./codecov --verbose upload-process --fail-on-error -t ${{ secrets.CODECOV_TOKEN }} -n $CODECOV_NAME -F service -f coverage.xml

From 791075a6b21f5a6096b9d49782846c253d39f25e Mon Sep 17 00:00:00 2001
From: Ian Faust <icfaust@gmail.com>
Date: Wed, 11 Dec 2024 16:08:22 +0100
Subject: [PATCH 25/57] Update test.yml

---
 .github/workflows/test.yml | 8 +++++---
 1 file changed, 5 insertions(+), 3 deletions(-)

diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml
index 1a34267d42..a890a4a0c6 100644
--- a/.github/workflows/test.yml
+++ b/.github/workflows/test.yml
@@ -76,9 +76,11 @@ jobs:
          python -m pip install coverage
          curl -Os https://cli.codecov.io/latest/linux/codecov
          chmod +x codecov
-      - name: Combine, convert and upload
+      - name: Generate coverage.py report
         run: |
          coverage combine ./coverage
          coverage xml
-         ./codecov --verbose upload-process --fail-on-error -t ${{ secrets.CODECOV_TOKEN }} -n 'service'-${{ github.run_id }} -F service -f coverage.xml
-         ls -lha
+      - name: Upload to codecov
+        run: |
+         export CODECOV_NAME='service'-${{ github.event.number }}-${{ github.sha }}
+         ./codecov --verbose upload-process --fail-on-error -t ${{ secrets.CODECOV_TOKEN }} -n $CODECOV_NAME -F service -f coverage.xml

From 441f5cdcecb38f490ca874794b5329c52bae39a2 Mon Sep 17 00:00:00 2001
From: Ian Faust <icfaust@gmail.com>
Date: Wed, 11 Dec 2024 16:14:33 +0100
Subject: [PATCH 26/57] Update test.yml

---
 .github/workflows/test.yml | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml
index a890a4a0c6..9d86d5a326 100644
--- a/.github/workflows/test.yml
+++ b/.github/workflows/test.yml
@@ -82,5 +82,5 @@ jobs:
          coverage xml
       - name: Upload to codecov
         run: |
-         export CODECOV_NAME='service'-${{ github.event.number }}-${{ github.sha }}
-         ./codecov --verbose upload-process --fail-on-error -t ${{ secrets.CODECOV_TOKEN }} -n $CODECOV_NAME -F service -f coverage.xml
+         export CODECOV_NAME=CI-${{ github.event.number }}-${{ github.sha }}
+         ./codecov --verbose upload-process --fail-on-error -t ${{ secrets.CODECOV_TOKEN }} -n "${CODECOV_NAME}" -F github -f coverage.xml

From ebf04c87e5e567fce8cea07f5153c59cac0558cd Mon Sep 17 00:00:00 2001
From: Ian Faust <icfaust@gmail.com>
Date: Wed, 11 Dec 2024 16:15:03 +0100
Subject: [PATCH 27/57] Update codecov.yml

---
 .github/workflows/codecov.yml | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/.github/workflows/codecov.yml b/.github/workflows/codecov.yml
index e1569c750c..ae644a54a9 100644
--- a/.github/workflows/codecov.yml
+++ b/.github/workflows/codecov.yml
@@ -51,5 +51,5 @@ jobs:
          coverage xml
      - name: Upload to codecov
        run: |
-         export CODECOV_NAME='service'-${{ github.event.number }}-${{ github.sha }}
-         ./codecov --verbose upload-process --fail-on-error -t ${{ secrets.CODECOV_TOKEN }} -n $CODECOV_NAME -F service -f coverage.xml
+         export CODECOV_NAME=CI-${{ github.event.number }}-${{ github.sha }}
+         ./codecov --verbose upload-process --fail-on-error -t ${{ secrets.CODECOV_TOKEN }} -n "${CODECOV_NAME}" -F github -f coverage.xml

From b80b2ba92f94fd32cabc0c0e6f7ac07a31b5de83 Mon Sep 17 00:00:00 2001
From: Ian Faust <icfaust@gmail.com>
Date: Wed, 11 Dec 2024 17:43:36 +0100
Subject: [PATCH 28/57] Update ci.yml

---
 .github/workflows/ci.yml | 33 +++++++++++++++++----------------
 1 file changed, 17 insertions(+), 16 deletions(-)

diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index a46efccdeb..1246540984 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -129,24 +129,24 @@ jobs:
         run: |
           source venv/bin/activate
           source .github/scripts/activate_components.sh
-          export COVERAGE_FILE=$(pwd)/.coverage.lnx.sklearnex_${{ matrix.PYTHON_VERSION }}_${{ matrix.SKLEARN_VERSION }}
+          export COVERAGE_FILE=$(pwd)/.coverage.sklearnex
           cd .ci
           ../conda-recipe/run_test.sh
       - name: Sklearn testing
         run: |
           source venv/bin/activate
           source .github/scripts/activate_components.sh
-          export COVERAGE_FILE=$(pwd)/.coverage.lnx.sklearn_${{ matrix.PYTHON_VERSION }}_${{ matrix.SKLEARN_VERSION }}
+          export COVERAGE_FILE=$(pwd)/.coverage.sklearn
           if [ "${{ steps.set-env.outputs.DPCFLAG }}" == "" ]; then export CPU=cpu; fi
           bash .ci/scripts/run_sklearn_tests.sh $CPU
-      - name: Archive coverage data
+      - name: Create coverage report
+        run: |
+          coverage combine .coverage.sklearnex .coverage.sklearn
+          coverage xml -o coverage.lnx${{ matrix.PYTHON_VERSION }}_${{ matrix.SKLEARN_VERSION }}.xml
+      - name: Archive coverage report
         uses: actions/upload-artifact@v4
         with:
-          name: coverage_lnx_Py${{ matrix.PYTHON_VERSION }}_${{ matrix.SKLEARN_VERSION }}
-          path: |
-             .coverage.lnx.sklearn_${{ matrix.PYTHON_VERSION }}_${{ matrix.SKLEARN_VERSION }}
-             .coverage.lnx.sklearnex_${{ matrix.PYTHON_VERSION }}_${{ matrix.SKLEARN_VERSION }}
-          include-hidden-files: true
+          path: coverage.lnx${{ matrix.PYTHON_VERSION }}_${{ matrix.SKLEARN_VERSION }}.xml
       - name: Sklearn testing [preview]
         run: |
           source venv/bin/activate
@@ -271,7 +271,7 @@ jobs:
           call .\venv\Scripts\activate.bat
           call .\.github\scripts\activate_components.bat ${{ steps.set-env.outputs.DPCFLAG }}
           set PYTHON=python
-          set COVERAGE_FILE=%cd%\.coverage.win.sklearnex_${{ matrix.PYTHON_VERSION }}_${{ matrix.SKLEARN_VERSION }}
+          set COVERAGE_FILE=%cd%\.coverage.sklearnex
           cd ..
           call scikit-learn-intelex\conda-recipe\run_test.bat scikit-learn-intelex\
       - name: Sklearn testing
@@ -279,17 +279,18 @@ jobs:
         run: |
           call .\venv\Scripts\activate.bat
           call .\.github\scripts\activate_components.bat ${{ steps.set-env.outputs.DPCFLAG }}
-          set COVERAGE_FILE=%cd%\.coverage.win.sklearn_${{ matrix.PYTHON_VERSION }}_${{ matrix.SKLEARN_VERSION }}
+          set COVERAGE_FILE=%cd%\.coverage.sklearn
           if "${{ steps.set-env.outputs.DPCFLAG }}"=="" set CPU=cpu
           bash .ci/scripts/run_sklearn_tests.sh %CPU%
-      - name: Archive coverage data
+      - name: Create coverage report
+        shell: cmd
+        run: |
+          coverage combine .coverage.sklearnex .coverage.sklearn
+          coverage xml -o coverage.win${{ matrix.PYTHON_VERSION }}_${{ matrix.SKLEARN_VERSION }}.xml
+      - name: Archive coverage report
         uses: actions/upload-artifact@v4
         with:
-          name: coverage_win_Py${{ matrix.PYTHON_VERSION }}_${{ matrix.SKLEARN_VERSION }}
-          path: |
-             .coverage.win.sklearn_${{ matrix.PYTHON_VERSION }}_${{ matrix.SKLEARN_VERSION }}
-             .coverage.win.sklearnex_${{ matrix.PYTHON_VERSION }}_${{ matrix.SKLEARN_VERSION }}
-          include-hidden-files: true
+          path: coverage.win${{ matrix.PYTHON_VERSION }}_${{ matrix.SKLEARN_VERSION }}.xml
       - name: Sklearn testing [preview]
         shell: cmd
         run: |

From 16a6efdf84aa4898bfed8dd3d06b0af36dda6c29 Mon Sep 17 00:00:00 2001
From: Ian Faust <icfaust@gmail.com>
Date: Wed, 11 Dec 2024 17:44:51 +0100
Subject: [PATCH 29/57] Update test.yml

---
 .github/workflows/test.yml | 6 +-----
 1 file changed, 1 insertion(+), 5 deletions(-)

diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml
index 9d86d5a326..69cf0a9de3 100644
--- a/.github/workflows/test.yml
+++ b/.github/workflows/test.yml
@@ -76,11 +76,7 @@ jobs:
          python -m pip install coverage
          curl -Os https://cli.codecov.io/latest/linux/codecov
          chmod +x codecov
-      - name: Generate coverage.py report
-        run: |
-         coverage combine ./coverage
-         coverage xml
       - name: Upload to codecov
         run: |
          export CODECOV_NAME=CI-${{ github.event.number }}-${{ github.sha }}
-         ./codecov --verbose upload-process --fail-on-error -t ${{ secrets.CODECOV_TOKEN }} -n "${CODECOV_NAME}" -F github -f coverage.xml
+         ./codecov --verbose upload-process --fail-on-error -t ${{ secrets.CODECOV_TOKEN }} -n "${CODECOV_NAME}" -F github -s ./coverage

From 9dbf4513c833cf65ecd06393e6fedb79a9b65e4f Mon Sep 17 00:00:00 2001
From: Ian Faust <icfaust@gmail.com>
Date: Wed, 11 Dec 2024 18:18:02 +0100
Subject: [PATCH 30/57] Update ci.yml

---
 .github/workflows/ci.yml | 8 ++++----
 1 file changed, 4 insertions(+), 4 deletions(-)

diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 1246540984..60e17b0620 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -141,8 +141,8 @@ jobs:
           bash .ci/scripts/run_sklearn_tests.sh $CPU
       - name: Create coverage report
         run: |
-          coverage combine .coverage.sklearnex .coverage.sklearn
-          coverage xml -o coverage.lnx${{ matrix.PYTHON_VERSION }}_${{ matrix.SKLEARN_VERSION }}.xml
+          python -m coverage combine .coverage.sklearnex .coverage.sklearn
+          python -m coverage xml -o coverage.lnx${{ matrix.PYTHON_VERSION }}_${{ matrix.SKLEARN_VERSION }}.xml
       - name: Archive coverage report
         uses: actions/upload-artifact@v4
         with:
@@ -285,8 +285,8 @@ jobs:
       - name: Create coverage report
         shell: cmd
         run: |
-          coverage combine .coverage.sklearnex .coverage.sklearn
-          coverage xml -o coverage.win${{ matrix.PYTHON_VERSION }}_${{ matrix.SKLEARN_VERSION }}.xml
+          python -m coverage combine .coverage.sklearnex .coverage.sklearn
+          python -m coverage xml -o coverage.win${{ matrix.PYTHON_VERSION }}_${{ matrix.SKLEARN_VERSION }}.xml
       - name: Archive coverage report
         uses: actions/upload-artifact@v4
         with:

From dc474d64da95fcb5604c2f16ae8a63d65d918efa Mon Sep 17 00:00:00 2001
From: Ian Faust <icfaust@gmail.com>
Date: Wed, 11 Dec 2024 18:46:08 +0100
Subject: [PATCH 31/57] Update ci.yml

---
 .github/workflows/ci.yml | 10 ++++++----
 1 file changed, 6 insertions(+), 4 deletions(-)

diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 60e17b0620..4d78777bfd 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -141,8 +141,9 @@ jobs:
           bash .ci/scripts/run_sklearn_tests.sh $CPU
       - name: Create coverage report
         run: |
-          python -m coverage combine .coverage.sklearnex .coverage.sklearn
-          python -m coverage xml -o coverage.lnx${{ matrix.PYTHON_VERSION }}_${{ matrix.SKLEARN_VERSION }}.xml
+          source venv/bin/activate
+          coverage combine .coverage.sklearnex .coverage.sklearn
+          coverage xml -o coverage.lnx${{ matrix.PYTHON_VERSION }}_${{ matrix.SKLEARN_VERSION }}.xml
       - name: Archive coverage report
         uses: actions/upload-artifact@v4
         with:
@@ -285,8 +286,9 @@ jobs:
       - name: Create coverage report
         shell: cmd
         run: |
-          python -m coverage combine .coverage.sklearnex .coverage.sklearn
-          python -m coverage xml -o coverage.win${{ matrix.PYTHON_VERSION }}_${{ matrix.SKLEARN_VERSION }}.xml
+          call .\venv\Scripts\activate.bat
+          coverage combine .coverage.sklearnex .coverage.sklearn
+          coverage xml -o coverage.win${{ matrix.PYTHON_VERSION }}_${{ matrix.SKLEARN_VERSION }}.xml
       - name: Archive coverage report
         uses: actions/upload-artifact@v4
         with:

From 77b609d2e54637c95132840ce9d0b55dcba7e5bd Mon Sep 17 00:00:00 2001
From: Ian Faust <icfaust@gmail.com>
Date: Wed, 11 Dec 2024 19:32:37 +0100
Subject: [PATCH 32/57] Update ci.yml

---
 .github/workflows/ci.yml | 2 ++
 1 file changed, 2 insertions(+)

diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 4d78777bfd..078398976d 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -147,6 +147,7 @@ jobs:
       - name: Archive coverage report
         uses: actions/upload-artifact@v4
         with:
+          name: coverage_lnx_Py${{ matrix.PYTHON_VERSION }}_${{ matrix.SKLEARN_VERSION }}
           path: coverage.lnx${{ matrix.PYTHON_VERSION }}_${{ matrix.SKLEARN_VERSION }}.xml
       - name: Sklearn testing [preview]
         run: |
@@ -292,6 +293,7 @@ jobs:
       - name: Archive coverage report
         uses: actions/upload-artifact@v4
         with:
+          name: coverage_win_Py${{ matrix.PYTHON_VERSION }}_${{ matrix.SKLEARN_VERSION }}
           path: coverage.win${{ matrix.PYTHON_VERSION }}_${{ matrix.SKLEARN_VERSION }}.xml
       - name: Sklearn testing [preview]
         shell: cmd

From d244f32cae3a90570e4efcffbf228aa60d2e85d0 Mon Sep 17 00:00:00 2001
From: Ian Faust <icfaust@gmail.com>
Date: Wed, 11 Dec 2024 21:01:05 +0100
Subject: [PATCH 33/57] Update codecov.yml

---
 .github/workflows/codecov.yml | 6 +-----
 1 file changed, 1 insertion(+), 5 deletions(-)

diff --git a/.github/workflows/codecov.yml b/.github/workflows/codecov.yml
index ae644a54a9..bc08dd244d 100644
--- a/.github/workflows/codecov.yml
+++ b/.github/workflows/codecov.yml
@@ -45,11 +45,7 @@ jobs:
          python -m pip install coverage
          curl -Os https://cli.codecov.io/latest/linux/codecov
          chmod +x codecov
-     - name: Generate coverage.py report
-       run: |
-         coverage combine ./coverage
-         coverage xml
      - name: Upload to codecov
        run: |
          export CODECOV_NAME=CI-${{ github.event.number }}-${{ github.sha }}
-         ./codecov --verbose upload-process --fail-on-error -t ${{ secrets.CODECOV_TOKEN }} -n "${CODECOV_NAME}" -F github -f coverage.xml
+         ./codecov --verbose upload-process --fail-on-error -t ${{ secrets.CODECOV_TOKEN }} -n "${CODECOV_NAME}" -F github -s ./coverage

From 3dc9cf56b32a2f0c39acd34cc1046fae9616017e Mon Sep 17 00:00:00 2001
From: Ian Faust <icfaust@gmail.com>
Date: Wed, 11 Dec 2024 21:05:08 +0100
Subject: [PATCH 34/57] Update test.yml

---
 .github/workflows/test.yml | 6 ------
 1 file changed, 6 deletions(-)

diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml
index 69cf0a9de3..efc8c7abe8 100644
--- a/.github/workflows/test.yml
+++ b/.github/workflows/test.yml
@@ -16,11 +16,6 @@
 
 name: test
 on:
-  pull_request:
-    branches: [ "main" ]
-  push:
-    branches:
-      - main
   workflow_dispatch:
 
 permissions: read-all
@@ -73,7 +68,6 @@ jobs:
           merge-multiple: true
       - name: Install dependencies
         run: |
-         python -m pip install coverage
          curl -Os https://cli.codecov.io/latest/linux/codecov
          chmod +x codecov
       - name: Upload to codecov

From 28f16646bc4134a23099b78b8ada315154ce7608 Mon Sep 17 00:00:00 2001
From: Ian Faust <icfaust@gmail.com>
Date: Wed, 11 Dec 2024 21:05:42 +0100
Subject: [PATCH 35/57] Update codecov.yml

---
 .github/workflows/codecov.yml | 3 +--
 1 file changed, 1 insertion(+), 2 deletions(-)

diff --git a/.github/workflows/codecov.yml b/.github/workflows/codecov.yml
index bc08dd244d..31a90ac2b3 100644
--- a/.github/workflows/codecov.yml
+++ b/.github/workflows/codecov.yml
@@ -40,9 +40,8 @@ jobs:
           github-token: ${{ github.token }}
           run-id: ${{ github.event.workflow_run.id }}
           merge-multiple: true
-     - name: Install dependencies
+     - name: Install codecov cli
        run: |
-         python -m pip install coverage
          curl -Os https://cli.codecov.io/latest/linux/codecov
          chmod +x codecov
      - name: Upload to codecov

From 6f83753c2ee330d938cfb89168b0e75a9bd4b194 Mon Sep 17 00:00:00 2001
From: Ian Faust <icfaust@gmail.com>
Date: Wed, 11 Dec 2024 22:04:20 +0100
Subject: [PATCH 36/57] Update codecov.yml

---
 .github/workflows/codecov.yml | 2 --
 1 file changed, 2 deletions(-)

diff --git a/.github/workflows/codecov.yml b/.github/workflows/codecov.yml
index 31a90ac2b3..e94d28ebba 100644
--- a/.github/workflows/codecov.yml
+++ b/.github/workflows/codecov.yml
@@ -31,8 +31,6 @@ jobs:
     if: ${{ github.event.workflow_run.conclusion == 'success' }}
     name: Codecov
     steps:
-     - name: Install Python
-       uses: actions/setup-python@v5
      - name: 'Download artifact'
        uses: actions/download-artifact@v4
        with:

From a1e8d0454f17310297b11dd96d27605cf6143edc Mon Sep 17 00:00:00 2001
From: Ian Faust <icfaust@gmail.com>
Date: Wed, 11 Dec 2024 22:05:33 +0100
Subject: [PATCH 37/57] Update test.yml

---
 .github/workflows/test.yml | 4 ----
 1 file changed, 4 deletions(-)

diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml
index efc8c7abe8..52cb4d6dc3 100644
--- a/.github/workflows/test.yml
+++ b/.github/workflows/test.yml
@@ -44,10 +44,6 @@ jobs:
     steps:
       - name: Checkout Scikit-learn-intelex
         uses: actions/checkout@v4
-      - name: Install Python
-        uses: actions/setup-python@v5
-        with:
-          python-version: ${{ matrix.PYTHON_VERSION }}  
       - name: Get run ID of "CI" workflow
         id: get-run-id
         run: |

From 1da83234bb6c8fee46bc6a8b397a9194b1c06178 Mon Sep 17 00:00:00 2001
From: Ian Faust <icfaust@gmail.com>
Date: Wed, 11 Dec 2024 22:19:50 +0100
Subject: [PATCH 38/57] Update ci.yml

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

diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 078398976d..2050891b00 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -17,7 +17,7 @@
 name: CI
 on:
   pull_request:
-    branches: [ "main" ]
+    branches: [ "master" ]
   push:
     branches:
       - main

From 5fbf1872513d69a0d871b159705b9127619a30eb Mon Sep 17 00:00:00 2001
From: Ian Faust <icfaust@gmail.com>
Date: Wed, 11 Dec 2024 22:32:24 +0100
Subject: [PATCH 39/57] Update ci.yml

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

diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 2050891b00..2493a51a50 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -20,7 +20,7 @@ on:
     branches: [ "master" ]
   push:
     branches:
-      - main
+      - master
   workflow_dispatch:
 
 permissions: read-all

From bb7b2086fd8cb6b531e16f8976170d6b0966bcc8 Mon Sep 17 00:00:00 2001
From: Ian Faust <icfaust@gmail.com>
Date: Wed, 11 Dec 2024 23:22:35 +0100
Subject: [PATCH 40/57] Update codecov.yml

---
 .github/workflows/codecov.yml | 2 ++
 1 file changed, 2 insertions(+)

diff --git a/.github/workflows/codecov.yml b/.github/workflows/codecov.yml
index e94d28ebba..320d88228f 100644
--- a/.github/workflows/codecov.yml
+++ b/.github/workflows/codecov.yml
@@ -31,6 +31,8 @@ jobs:
     if: ${{ github.event.workflow_run.conclusion == 'success' }}
     name: Codecov
     steps:
+     - name: Checkout Scikit-learn-intelex
+       uses: actions/checkout@v4
      - name: 'Download artifact'
        uses: actions/download-artifact@v4
        with:

From 7c36b21beaf02e7fa740a505728f4e6f49083802 Mon Sep 17 00:00:00 2001
From: Ian Faust <icfaust@gmail.com>
Date: Thu, 12 Dec 2024 01:02:59 +0100
Subject: [PATCH 41/57] Update codecov.yml

---
 .github/workflows/codecov.yml | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/.github/workflows/codecov.yml b/.github/workflows/codecov.yml
index 320d88228f..1a2cc2fdf9 100644
--- a/.github/workflows/codecov.yml
+++ b/.github/workflows/codecov.yml
@@ -47,4 +47,5 @@ jobs:
      - name: Upload to codecov
        run: |
          export CODECOV_NAME=CI-${{ github.event.number }}-${{ github.sha }}
-         ./codecov --verbose upload-process --fail-on-error -t ${{ secrets.CODECOV_TOKEN }} -n "${CODECOV_NAME}" -F github -s ./coverage
+         export SHA=${{ github.event.workflow_run.head_sha }}
+         ./codecov --verbose upload-process --fail-on-error -t ${{ secrets.CODECOV_TOKEN }} -n $CODECOV_NAME -C $SHA -F github -s ./coverage

From 0dfd4f0872f7b2a6ed094f20d44278252c9202c0 Mon Sep 17 00:00:00 2001
From: Ian Faust <icfaust@gmail.com>
Date: Thu, 12 Dec 2024 07:19:27 +0100
Subject: [PATCH 42/57] Update codecov.yml

---
 .github/workflows/codecov.yml | 7 ++++++-
 1 file changed, 6 insertions(+), 1 deletion(-)

diff --git a/.github/workflows/codecov.yml b/.github/workflows/codecov.yml
index 1a2cc2fdf9..1fad789a18 100644
--- a/.github/workflows/codecov.yml
+++ b/.github/workflows/codecov.yml
@@ -46,6 +46,11 @@ jobs:
          chmod +x codecov
      - name: Upload to codecov
        run: |
+         export PR=$("$GITHUB_REF | awk -F / '{print $3}')
+         echo $PR
+         if [ -n "${PR}" ]; then export PR="-P ${PR}"; fi
+         echo here
+         echo $PR
          export CODECOV_NAME=CI-${{ github.event.number }}-${{ github.sha }}
          export SHA=${{ github.event.workflow_run.head_sha }}
-         ./codecov --verbose upload-process --fail-on-error -t ${{ secrets.CODECOV_TOKEN }} -n $CODECOV_NAME -C $SHA -F github -s ./coverage
+         ./codecov --verbose upload-process --fail-on-error -t ${{ secrets.CODECOV_TOKEN }} -n $CODECOV_NAME -C $SHA -F github -s ./coverage $PR

From 59484bc50e84b4e56d6a039d0abfce4ddd43e6c3 Mon Sep 17 00:00:00 2001
From: Ian Faust <icfaust@gmail.com>
Date: Thu, 12 Dec 2024 07:22:43 +0100
Subject: [PATCH 43/57] Update codecov.yml

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

diff --git a/.github/workflows/codecov.yml b/.github/workflows/codecov.yml
index 1fad789a18..c1999f287f 100644
--- a/.github/workflows/codecov.yml
+++ b/.github/workflows/codecov.yml
@@ -46,7 +46,7 @@ jobs:
          chmod +x codecov
      - name: Upload to codecov
        run: |
-         export PR=$("$GITHUB_REF | awk -F / '{print $3}')
+         export PR=$("$GITHUB_REF" | awk -F / '{print $3}')
          echo $PR
          if [ -n "${PR}" ]; then export PR="-P ${PR}"; fi
          echo here

From ab6d33e356c7d1efa20f9cccf49224ba6b34ba8b Mon Sep 17 00:00:00 2001
From: Ian Faust <icfaust@gmail.com>
Date: Thu, 12 Dec 2024 08:56:27 +0100
Subject: [PATCH 44/57] Update codecov.yml

---
 .github/workflows/codecov.yml | 5 ++++-
 1 file changed, 4 insertions(+), 1 deletion(-)

diff --git a/.github/workflows/codecov.yml b/.github/workflows/codecov.yml
index c1999f287f..0ab8cebec0 100644
--- a/.github/workflows/codecov.yml
+++ b/.github/workflows/codecov.yml
@@ -46,8 +46,11 @@ jobs:
          chmod +x codecov
      - name: Upload to codecov
        run: |
-         export PR=$("$GITHUB_REF" | awk -F / '{print $3}')
+         export PR=${{ github.event.workflow_run.pull_requests[0].number }}
+         echo ${{ github.event.workflow_run.triggering_actor.url }}
+         PR2=`gh pr view ${{ github.event.workflow_run.head_branch }} --json number -q .number`
          echo $PR
+         echo $PR2
          if [ -n "${PR}" ]; then export PR="-P ${PR}"; fi
          echo here
          echo $PR

From cb3e89f5caa473b11fd2f33e951e89125a054668 Mon Sep 17 00:00:00 2001
From: Ian Faust <icfaust@gmail.com>
Date: Thu, 12 Dec 2024 10:25:47 +0100
Subject: [PATCH 45/57] Update codecov.yml

---
 .github/workflows/codecov.yml | 10 +++-------
 1 file changed, 3 insertions(+), 7 deletions(-)

diff --git a/.github/workflows/codecov.yml b/.github/workflows/codecov.yml
index 0ab8cebec0..96fec89bb5 100644
--- a/.github/workflows/codecov.yml
+++ b/.github/workflows/codecov.yml
@@ -42,18 +42,14 @@ jobs:
           merge-multiple: true
      - name: Install codecov cli
        run: |
+         python3 -m pip install coverage
          curl -Os https://cli.codecov.io/latest/linux/codecov
          chmod +x codecov
      - name: Upload to codecov
        run: |
          export PR=${{ github.event.workflow_run.pull_requests[0].number }}
-         echo ${{ github.event.workflow_run.triggering_actor.url }}
-         PR2=`gh pr view ${{ github.event.workflow_run.head_branch }} --json number -q .number`
          echo $PR
-         echo $PR2
+         export CODECOV_NAME=CI-$PR-${{ github.sha }}
          if [ -n "${PR}" ]; then export PR="-P ${PR}"; fi
-         echo here
-         echo $PR
-         export CODECOV_NAME=CI-${{ github.event.number }}-${{ github.sha }}
          export SHA=${{ github.event.workflow_run.head_sha }}
-         ./codecov --verbose upload-process --fail-on-error -t ${{ secrets.CODECOV_TOKEN }} -n $CODECOV_NAME -C $SHA -F github -s ./coverage $PR
+         ./codecov -v upload-process -Z -t ${{ secrets.CODECOV_TOKEN }} -n $CODECOV_NAME -C $SHA -F github -s ./coverage $PR

From 47a7bb5d455a828642ef852436c2bcffd75008d6 Mon Sep 17 00:00:00 2001
From: Ian Faust <icfaust@gmail.com>
Date: Thu, 12 Dec 2024 11:11:34 +0100
Subject: [PATCH 46/57] Update ci.yml

---
 .github/workflows/ci.yml | 8 ++++----
 1 file changed, 4 insertions(+), 4 deletions(-)

diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 2493a51a50..881c8e8e27 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -143,12 +143,12 @@ jobs:
         run: |
           source venv/bin/activate
           coverage combine .coverage.sklearnex .coverage.sklearn
-          coverage xml -o coverage.lnx${{ matrix.PYTHON_VERSION }}_${{ matrix.SKLEARN_VERSION }}.xml
+          coverage json -o coverage.lnx${{ matrix.PYTHON_VERSION }}_${{ matrix.SKLEARN_VERSION }}.json
       - name: Archive coverage report
         uses: actions/upload-artifact@v4
         with:
           name: coverage_lnx_Py${{ matrix.PYTHON_VERSION }}_${{ matrix.SKLEARN_VERSION }}
-          path: coverage.lnx${{ matrix.PYTHON_VERSION }}_${{ matrix.SKLEARN_VERSION }}.xml
+          path: coverage.lnx${{ matrix.PYTHON_VERSION }}_${{ matrix.SKLEARN_VERSION }}.json
       - name: Sklearn testing [preview]
         run: |
           source venv/bin/activate
@@ -289,12 +289,12 @@ jobs:
         run: |
           call .\venv\Scripts\activate.bat
           coverage combine .coverage.sklearnex .coverage.sklearn
-          coverage xml -o coverage.win${{ matrix.PYTHON_VERSION }}_${{ matrix.SKLEARN_VERSION }}.xml
+          coverage json -o coverage.win${{ matrix.PYTHON_VERSION }}_${{ matrix.SKLEARN_VERSION }}.json
       - name: Archive coverage report
         uses: actions/upload-artifact@v4
         with:
           name: coverage_win_Py${{ matrix.PYTHON_VERSION }}_${{ matrix.SKLEARN_VERSION }}
-          path: coverage.win${{ matrix.PYTHON_VERSION }}_${{ matrix.SKLEARN_VERSION }}.xml
+          path: coverage.win${{ matrix.PYTHON_VERSION }}_${{ matrix.SKLEARN_VERSION }}.json
       - name: Sklearn testing [preview]
         shell: cmd
         run: |

From fb564c3846250c58ee47e4c6ee2d178092535243 Mon Sep 17 00:00:00 2001
From: Ian Faust <icfaust@gmail.com>
Date: Thu, 12 Dec 2024 11:11:54 +0100
Subject: [PATCH 47/57] Update codecov.yml

---
 .github/workflows/codecov.yml | 2 --
 1 file changed, 2 deletions(-)

diff --git a/.github/workflows/codecov.yml b/.github/workflows/codecov.yml
index 96fec89bb5..bb43458590 100644
--- a/.github/workflows/codecov.yml
+++ b/.github/workflows/codecov.yml
@@ -42,13 +42,11 @@ jobs:
           merge-multiple: true
      - name: Install codecov cli
        run: |
-         python3 -m pip install coverage
          curl -Os https://cli.codecov.io/latest/linux/codecov
          chmod +x codecov
      - name: Upload to codecov
        run: |
          export PR=${{ github.event.workflow_run.pull_requests[0].number }}
-         echo $PR
          export CODECOV_NAME=CI-$PR-${{ github.sha }}
          if [ -n "${PR}" ]; then export PR="-P ${PR}"; fi
          export SHA=${{ github.event.workflow_run.head_sha }}

From 54d43d4734bde993fec4077069bd8dfd8f0dd67f Mon Sep 17 00:00:00 2001
From: Ian Faust <icfaust@gmail.com>
Date: Thu, 12 Dec 2024 12:04:36 +0100
Subject: [PATCH 48/57] Update codecov.yml

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

diff --git a/.github/workflows/codecov.yml b/.github/workflows/codecov.yml
index bb43458590..2ed6171dd3 100644
--- a/.github/workflows/codecov.yml
+++ b/.github/workflows/codecov.yml
@@ -28,7 +28,7 @@ concurrency:
 jobs:
   upload_coverage:
     runs-on: ubuntu-24.04
-    if: ${{ github.event.workflow_run.conclusion == 'success' }}
+    if: ${{ github.repository == 'icfaust/scikit-learn-intelex' && github.event.workflow_run.conclusion == 'success' }}
     name: Codecov
     steps:
      - name: Checkout Scikit-learn-intelex

From 69d27e7e7357cc690ffeca295b6d8a387db55a45 Mon Sep 17 00:00:00 2001
From: Ian Faust <icfaust@gmail.com>
Date: Thu, 12 Dec 2024 13:21:48 +0100
Subject: [PATCH 49/57] Update codecov.yml

---
 .github/workflows/codecov.yml | 7 ++++---
 1 file changed, 4 insertions(+), 3 deletions(-)

diff --git a/.github/workflows/codecov.yml b/.github/workflows/codecov.yml
index 2ed6171dd3..c1978ca502 100644
--- a/.github/workflows/codecov.yml
+++ b/.github/workflows/codecov.yml
@@ -47,7 +47,8 @@ jobs:
      - name: Upload to codecov
        run: |
          export PR=${{ github.event.workflow_run.pull_requests[0].number }}
-         export CODECOV_NAME=CI-$PR-${{ github.sha }}
-         if [ -n "${PR}" ]; then export PR="-P ${PR}"; fi
          export SHA=${{ github.event.workflow_run.head_sha }}
-         ./codecov -v upload-process -Z -t ${{ secrets.CODECOV_TOKEN }} -n $CODECOV_NAME -C $SHA -F github -s ./coverage $PR
+         export VARARGS="-n github"
+         # if a PR, pass proper information to codecov-cli about SHA, PR number
+         if [ -n "${PR}" ] then export VARARGS="${VARARGS}-${PR}-${SHA} -P ${PR} -C ${SHA}"
+         ./codecov -v upload-process -Z -t ${{ secrets.CODECOV_TOKEN }} $VARARGS -F github -s ./coverage

From 9f22b06f8fe7a222cb5f1d1b05e400fe849bb210 Mon Sep 17 00:00:00 2001
From: Ian Faust <icfaust@gmail.com>
Date: Thu, 12 Dec 2024 14:03:03 +0100
Subject: [PATCH 50/57] Update codecov.yml

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

diff --git a/.github/workflows/codecov.yml b/.github/workflows/codecov.yml
index c1978ca502..4d61a3b95b 100644
--- a/.github/workflows/codecov.yml
+++ b/.github/workflows/codecov.yml
@@ -50,5 +50,5 @@ jobs:
          export SHA=${{ github.event.workflow_run.head_sha }}
          export VARARGS="-n github"
          # if a PR, pass proper information to codecov-cli about SHA, PR number
-         if [ -n "${PR}" ] then export VARARGS="${VARARGS}-${PR}-${SHA} -P ${PR} -C ${SHA}"
+         if [ -n "${PR}" ]; then export VARARGS="${VARARGS}-${PR}-${SHA} -P ${PR} -C ${SHA}"; fi
          ./codecov -v upload-process -Z -t ${{ secrets.CODECOV_TOKEN }} $VARARGS -F github -s ./coverage

From c37d31fc1457017819425b5e1fbef22d4f015ece Mon Sep 17 00:00:00 2001
From: Ian Faust <icfaust@gmail.com>
Date: Thu, 12 Dec 2024 17:12:24 +0100
Subject: [PATCH 51/57] Update codecov.yml

---
 .github/workflows/codecov.yml | 1 +
 1 file changed, 1 insertion(+)

diff --git a/.github/workflows/codecov.yml b/.github/workflows/codecov.yml
index 4d61a3b95b..3232fc1088 100644
--- a/.github/workflows/codecov.yml
+++ b/.github/workflows/codecov.yml
@@ -46,6 +46,7 @@ jobs:
          chmod +x codecov
      - name: Upload to codecov
        run: |
+         echo $GITHUB_REF
          export PR=${{ github.event.workflow_run.pull_requests[0].number }}
          export SHA=${{ github.event.workflow_run.head_sha }}
          export VARARGS="-n github"

From beb7b55e7e0c00d4fab9c35f7991ed7de4614f5f Mon Sep 17 00:00:00 2001
From: Ian Faust <icfaust@gmail.com>
Date: Thu, 12 Dec 2024 17:57:59 +0100
Subject: [PATCH 52/57] Update codecov.yml

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

diff --git a/.github/workflows/codecov.yml b/.github/workflows/codecov.yml
index 3232fc1088..8da3987556 100644
--- a/.github/workflows/codecov.yml
+++ b/.github/workflows/codecov.yml
@@ -46,7 +46,7 @@ jobs:
          chmod +x codecov
      - name: Upload to codecov
        run: |
-         echo $GITHUB_REF
+         echo ${{ github.event.workflow_run.head_branch }}
          export PR=${{ github.event.workflow_run.pull_requests[0].number }}
          export SHA=${{ github.event.workflow_run.head_sha }}
          export VARARGS="-n github"

From 7950775da2b8234b73f4337c9398095f6a3a16a2 Mon Sep 17 00:00:00 2001
From: Ian Faust <icfaust@gmail.com>
Date: Thu, 12 Dec 2024 18:49:34 +0100
Subject: [PATCH 53/57] Update codecov.yml

---
 .github/workflows/codecov.yml | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/.github/workflows/codecov.yml b/.github/workflows/codecov.yml
index 8da3987556..db32646d62 100644
--- a/.github/workflows/codecov.yml
+++ b/.github/workflows/codecov.yml
@@ -46,7 +46,8 @@ jobs:
          chmod +x codecov
      - name: Upload to codecov
        run: |
-         echo ${{ github.event.workflow_run.head_branch }}
+         PR2=`gh pr view ${{ github.event.workflow_run.head_branch }} --json number -q .number`
+         echo $PR2
          export PR=${{ github.event.workflow_run.pull_requests[0].number }}
          export SHA=${{ github.event.workflow_run.head_sha }}
          export VARARGS="-n github"

From 53a2a019473468494faa940a94a5a161480a0a5f Mon Sep 17 00:00:00 2001
From: Ian Faust <icfaust@gmail.com>
Date: Thu, 12 Dec 2024 19:34:16 +0100
Subject: [PATCH 54/57] Update codecov.yml

---
 .github/workflows/codecov.yml | 2 ++
 1 file changed, 2 insertions(+)

diff --git a/.github/workflows/codecov.yml b/.github/workflows/codecov.yml
index db32646d62..53f4e6f997 100644
--- a/.github/workflows/codecov.yml
+++ b/.github/workflows/codecov.yml
@@ -54,3 +54,5 @@ jobs:
          # if a PR, pass proper information to codecov-cli about SHA, PR number
          if [ -n "${PR}" ]; then export VARARGS="${VARARGS}-${PR}-${SHA} -P ${PR} -C ${SHA}"; fi
          ./codecov -v upload-process -Z -t ${{ secrets.CODECOV_TOKEN }} $VARARGS -F github -s ./coverage
+       env:
+         GH_TOKEN: ${{ github.token }}

From 7f66fe74ef6df995b9768f01b6f1fea5cb51bdfe Mon Sep 17 00:00:00 2001
From: Ian Faust <icfaust@gmail.com>
Date: Thu, 12 Dec 2024 22:19:58 +0100
Subject: [PATCH 55/57] Update codecov.yml

---
 .github/workflows/codecov.yml | 15 +++++++++------
 1 file changed, 9 insertions(+), 6 deletions(-)

diff --git a/.github/workflows/codecov.yml b/.github/workflows/codecov.yml
index 53f4e6f997..570bbdbcfd 100644
--- a/.github/workflows/codecov.yml
+++ b/.github/workflows/codecov.yml
@@ -46,13 +46,16 @@ jobs:
          chmod +x codecov
      - name: Upload to codecov
        run: |
-         PR2=`gh pr view ${{ github.event.workflow_run.head_branch }} --json number -q .number`
-         echo $PR2
-         export PR=${{ github.event.workflow_run.pull_requests[0].number }}
-         export SHA=${{ github.event.workflow_run.head_sha }}
-         export VARARGS="-n github"
+         # github does not reliably return the PR number for workflow_run. This workaround will get the PR (if a PR)
+         if [ "${{ github.repository_owner }}" != "${OWNER}" ]; then BRANCH="${OWNER}:${BRANCH}"; fi
+         if [ $(git branch --show-current) != $BRANCH ]; then PR=$(gh pr view $BRANCH --json number -q .number); fi
+         echo uploading $BRANCH
+         SHA=${{ github.event.workflow_run.head_sha }}
+         VARARGS="-n github"
          # if a PR, pass proper information to codecov-cli about SHA, PR number
-         if [ -n "${PR}" ]; then export VARARGS="${VARARGS}-${PR}-${SHA} -P ${PR} -C ${SHA}"; fi
+         if [ -n "${PR}" ]; then VARARGS="${VARARGS}-${PR}-${SHA} -P ${PR} -C ${SHA}"; fi
          ./codecov -v upload-process -Z -t ${{ secrets.CODECOV_TOKEN }} $VARARGS -F github -s ./coverage
        env:
          GH_TOKEN: ${{ github.token }}
+         BRANCH: ${{ github.event.workflow_run.head_branch }}
+         OWNER: ${{ github.event.workflow_run.head_repository.owner.name }}

From 91eb697a945b630afd3079d0b823042ef150d659 Mon Sep 17 00:00:00 2001
From: ftemp32 <faustian@alum.mit.edu>
Date: Thu, 12 Dec 2024 22:25:27 +0100
Subject: [PATCH 56/57] Update __init__.py

---
 onedal/__init__.py | 2 ++
 1 file changed, 2 insertions(+)

diff --git a/onedal/__init__.py b/onedal/__init__.py
index 8f7ade667c..80e6027123 100644
--- a/onedal/__init__.py
+++ b/onedal/__init__.py
@@ -51,6 +51,8 @@
 
 _is_spmd_backend = False
 
+print("hello")
+
 if _is_dpc_backend:
     try:
         import onedal._onedal_py_spmd_dpc as _spmd_backend

From 7eeb1de470af85913e4215fa802b89d941654d24 Mon Sep 17 00:00:00 2001
From: ftemp32 <faustian@alum.mit.edu>
Date: Thu, 12 Dec 2024 23:29:45 +0100
Subject: [PATCH 57/57] Update __init__.py

---
 onedal/__init__.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/onedal/__init__.py b/onedal/__init__.py
index 80e6027123..517bc4c471 100644
--- a/onedal/__init__.py
+++ b/onedal/__init__.py
@@ -51,7 +51,7 @@
 
 _is_spmd_backend = False
 
-print("hello")
+print("hello2")
 
 if _is_dpc_backend:
     try: