From ce16228a6e5e0eb2f96a43c51d99018366363763 Mon Sep 17 00:00:00 2001
From: Nikolay Petrov <nikolay.a.petrov@intel.com>
Date: Wed, 13 Sep 2023 13:16:35 +0100
Subject: [PATCH 01/48] removing JDK deps

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

diff --git a/.ci/pipeline/ci.yml b/.ci/pipeline/ci.yml
index 5ccf75f76b0..0a3351629d9 100755
--- a/.ci/pipeline/ci.yml
+++ b/.ci/pipeline/ci.yml
@@ -47,7 +47,7 @@ jobs:
   steps:
   - script: |
       sudo apt-get update && sudo apt-get install -y gcc-multilib g++-multilib dos2unix tree
-      conda create -n ci-env -q -y -c intel -c conda-forge impi-devel=2021.10.0 openjdk=17.0.3
+      conda create -n ci-env -q -y -c intel -c conda-forge impi-devel=2021.10.0
     displayName: 'apt-get and conda install'
   - script: |
       .ci/scripts/describe_system.sh
@@ -96,7 +96,7 @@ jobs:
   steps:
   - script: |
       sudo apt-get update && sudo apt-get install -y gcc-multilib g++-multilib dos2unix tree
-      conda create -n ci-env -q -y -c intel -c conda-forge impi-devel=2021.8.0 openjdk=17.0.3
+      conda create -n ci-env -q -y -c intel -c conda-forge impi-devel=2021.8.0
     displayName: 'apt-get and conda install'
   - script: |
       .ci/scripts/describe_system.sh
@@ -137,7 +137,7 @@ jobs:
   steps:
   - script: |
       sudo apt-get update && sudo apt-get install -y gcc-multilib g++-multilib dos2unix
-      conda create -n ci-env -q -y -c conda-forge -c intel impi-devel=2021.10.0 openjdk=17.0.3
+      conda create -n ci-env -q -y -c conda-forge -c intel impi-devel=2021.10.0
     displayName: 'apt-get and conda install'
   - script: |
       bash .ci/scripts/install_dpcpp.sh
@@ -392,7 +392,7 @@ jobs:
   steps:
   - script: |
       brew install dos2unix tree
-      conda create -n ci-env -q -y -c conda-forge python=3.9 openjdk=17.0.3
+      conda create -n ci-env -q -y -c conda-forge python=3.9
       source /usr/local/miniconda/etc/profile.d/conda.sh
       conda activate ci-env
       pip install -q cpufeature

From b02a52f6aee3b8a3b875a4228e4445fdcf2d0fcf Mon Sep 17 00:00:00 2001
From: Nikolay Petrov <nikolay.a.petrov@intel.com>
Date: Wed, 13 Sep 2023 13:35:58 +0100
Subject: [PATCH 02/48] Fixing env and introduce docker

---
 .ci/env/{oneapi.sh => apt.sh}                 | 31 +++++++++++++------
 .ci/pipeline/ci.yml                           | 14 ++++-----
 .../docker/onedal.Dockerfile                  | 21 ++++++-------
 3 files changed, 38 insertions(+), 28 deletions(-)
 rename .ci/env/{oneapi.sh => apt.sh} (71%)
 mode change 100755 => 100644
 rename .ci/scripts/install_dpcpp.sh => dev/docker/onedal.Dockerfile (51%)
 mode change 100755 => 100644

diff --git a/.ci/env/oneapi.sh b/.ci/env/apt.sh
old mode 100755
new mode 100644
similarity index 71%
rename from .ci/env/oneapi.sh
rename to .ci/env/apt.sh
index 55ecdc9f3ed..45d56508676
--- a/.ci/env/oneapi.sh
+++ b/.ci/env/apt.sh
@@ -17,6 +17,10 @@
 
 component=$1
 
+function update {
+    sudo apt-get update
+}
+
 function add_repo {
     wget https://apt.repos.intel.com/intel-gpg-keys/GPG-PUB-KEY-INTEL-SW-PRODUCTS-2023.PUB
     sudo apt-key add GPG-PUB-KEY-INTEL-SW-PRODUCTS-2023.PUB
@@ -27,14 +31,7 @@ function add_repo {
 }
 
 function install_dpcpp {
-    sudo apt-get install                    \
-        intel-oneapi-common-vars            \
-        intel-oneapi-common-licensing       \
-        intel-oneapi-tbb-devel              \
-        intel-oneapi-dpcpp-cpp-compiler     \
-        intel-oneapi-dev-utilities          \
-        intel-oneapi-libdpstd-devel         \
-        cmake
+    sudo apt-get install -y intel-dpcpp-cpp-compiler-2023.2.1
     sudo bash -c 'echo libintelocl.so > /etc/OpenCL/vendors/intel-cpu.icd'
     sudo mv -f /opt/intel/oneapi/compiler/latest/linux/lib/oclfpga /opt/intel/oneapi/compiler/latest/linux/lib/oclfpga_
 }
@@ -43,14 +40,30 @@ function install_mkl {
     sudo apt-get install intel-oneapi-mkl-devel
 }
 
+function install_clang-format {
+    sudo apt-get install -y clang-format-14
+    sudo update-alternatives --install /usr/bin/clang-format clang-format /usr/bin/clang-format-14 100
+    sudo update-alternatives --set clang-format /usr/bin/clang-format-14
+}
+
+function install_dev-base {
+    sudo apt-get install -y gcc-multilib g++-multilib dos2unix tree
+}
+
 if [ "${component}" == "dpcpp" ]; then
     add_repo
     install_dpcpp
 elif [ "${component}" == "mkl" ]; then
     add_repo
     install_mkl
+elif [ "${component}" == "clang-format" ]; then
+    update
+    install_clang-format
+elif [ "${component}" == "dev-base" ]; then
+    update
+    install_dev-base
 else
     echo "Usage:"
-    echo "   $0 [dpcpp|mkl]"
+    echo "   $0 [dpcpp|mkl|clang-format|dev-base]"
     exit 1
 fi
diff --git a/.ci/pipeline/ci.yml b/.ci/pipeline/ci.yml
index 0a3351629d9..75236225e68 100755
--- a/.ci/pipeline/ci.yml
+++ b/.ci/pipeline/ci.yml
@@ -28,9 +28,7 @@ jobs:
     vmImage: 'ubuntu-22.04'
   steps:
     - script: |
-        sudo apt-get update && sudo apt-get install -y clang-format-14
-        sudo update-alternatives --install /usr/bin/clang-format clang-format /usr/bin/clang-format-14 100
-        sudo update-alternatives --set clang-format /usr/bin/clang-format-14
+      bash .ci/env/apt.sh clang-format
       displayName: 'apt-get'
     - script: |
         .ci/scripts/clang-format.sh
@@ -46,7 +44,7 @@ jobs:
     vmImage: 'ubuntu-22.04'
   steps:
   - script: |
-      sudo apt-get update && sudo apt-get install -y gcc-multilib g++-multilib dos2unix tree
+      bash .ci/env/apt.sh dev-base
       conda create -n ci-env -q -y -c intel -c conda-forge impi-devel=2021.10.0
     displayName: 'apt-get and conda install'
   - script: |
@@ -95,7 +93,7 @@ jobs:
     vmImage: 'ubuntu-22.04'
   steps:
   - script: |
-      sudo apt-get update && sudo apt-get install -y gcc-multilib g++-multilib dos2unix tree
+      bash .ci/env/apt.sh dev-base
       conda create -n ci-env -q -y -c intel -c conda-forge impi-devel=2021.8.0
     displayName: 'apt-get and conda install'
   - script: |
@@ -136,11 +134,11 @@ jobs:
     vmImage: 'ubuntu-22.04'
   steps:
   - script: |
-      sudo apt-get update && sudo apt-get install -y gcc-multilib g++-multilib dos2unix
+      bash .ci/env/apt.sh dev-base
       conda create -n ci-env -q -y -c conda-forge -c intel impi-devel=2021.10.0
     displayName: 'apt-get and conda install'
   - script: |
-      bash .ci/scripts/install_dpcpp.sh
+      bash .ci/env/apt.sh install_dpcpp
     displayName: 'dpcpp installation'
   - script: |
       source /opt/intel/oneapi/compiler/latest/env/vars.sh
@@ -310,7 +308,7 @@ jobs:
     inputs:
       artifact: '$(platform.type) build'
       path: $(Pipeline.Workspace)
-  - script: sudo apt-get update && sudo apt-get install -y git gcc-multilib g++-multilib
+  - script: bash .ci/env/apt.sh dev-base
     displayName: 'apt-get'
   - script: |
       .ci/scripts/describe_system.sh
diff --git a/.ci/scripts/install_dpcpp.sh b/dev/docker/onedal.Dockerfile
old mode 100755
new mode 100644
similarity index 51%
rename from .ci/scripts/install_dpcpp.sh
rename to dev/docker/onedal.Dockerfile
index 7df36449d9d..e36e0faf636
--- a/.ci/scripts/install_dpcpp.sh
+++ b/dev/docker/onedal.Dockerfile
@@ -1,6 +1,5 @@
-#!/bin/bash
 #===============================================================================
-# Copyright 2023 Intel Corporation
+# Copyright 2014 Intel Corporation
 #
 # Licensed under the Apache License, Version 2.0 (the "License");
 # you may not use this file except in compliance with the License.
@@ -15,12 +14,12 @@
 # limitations under the License.
 #===============================================================================
 
-wget https://apt.repos.intel.com/intel-gpg-keys/GPG-PUB-KEY-INTEL-SW-PRODUCTS-2023.PUB
-sudo apt-key add GPG-PUB-KEY-INTEL-SW-PRODUCTS-2023.PUB
-rm GPG-PUB-KEY-INTEL-SW-PRODUCTS-2023.PUB
-echo "deb https://apt.repos.intel.com/oneapi all main" | sudo tee /etc/apt/sources.list.d/oneAPI.list
-sudo add-apt-repository -y "deb https://apt.repos.intel.com/oneapi all main"
-sudo apt-get update
-sudo apt-get install -y intel-dpcpp-cpp-compiler-2023.2.1
-sudo bash -c 'echo libintelocl.so > /etc/OpenCL/vendors/intel-cpu.icd'
-sudo mv -f /opt/intel/oneapi/compiler/latest/linux/lib/oclfpga /opt/intel/oneapi/compiler/latest/linux/lib/oclfpga_
+ARG UBUNTU_VERSION="22.04"
+
+FROM ubuntu:${UBUNTU_VERSION}
+
+RUN apt-get update && \
+    apt-get install -y \
+        git
+
+RUN git checkout 
\ No newline at end of file

From f986493da58006ed2cf0f423ac6ffc35bab66502 Mon Sep 17 00:00:00 2001
From: Nikolay Petrov <nikolay.a.petrov@intel.com>
Date: Wed, 13 Sep 2023 17:21:24 +0100
Subject: [PATCH 03/48] Creating bazel env script

---
 .ci/env/bazelisk.sh                           | 27 +++++++++++++++++++
 .ci/pipeline/ci.yml                           | 13 +++------
 ...nedal.Dockerfile => onedal-dev.Dockerfile} | 22 ++++++++++-----
 3 files changed, 46 insertions(+), 16 deletions(-)
 create mode 100644 .ci/env/bazelisk.sh
 rename dev/docker/{onedal.Dockerfile => onedal-dev.Dockerfile} (63%)

diff --git a/.ci/env/bazelisk.sh b/.ci/env/bazelisk.sh
new file mode 100644
index 00000000000..9c95af24070
--- /dev/null
+++ b/.ci/env/bazelisk.sh
@@ -0,0 +1,27 @@
+#!/bin/bash
+#===============================================================================
+# Copyright 2023 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.
+#===============================================================================
+
+# Download Bazelisk
+export SHA256="ce52caa51ef9e509fb6b7e5ad892e5cf10feb0794b0aed4d2f36adb00a1a2779  bazelisk-linux-amd64"
+wget https://github.com/bazelbuild/bazelisk/releases/download/v1.18.0/bazelisk-linux-amd64
+echo ${SHA256} | sha256sum --check
+# "Install" bazelisk
+chmod +x bazelisk-linux-amd64
+mkdir -p bazel/bin
+mv bazelisk-linux-amd64 bazel/bin/bazel
+export BAZEL_VERSION=$(./bazel/bin/bazel --version | awk '{print $2}')
+export PATH=$PATH:$(pwd)/bazel/bin
\ No newline at end of file
diff --git a/.ci/pipeline/ci.yml b/.ci/pipeline/ci.yml
index 75236225e68..516e8d6eddf 100755
--- a/.ci/pipeline/ci.yml
+++ b/.ci/pipeline/ci.yml
@@ -188,19 +188,12 @@ jobs:
     BAZEL_CACHE_MAX_SIZE_KB: 4194304 # Size in kilobytes ~ 4Gb
   steps:
   - script: |
-      # Download Bazelisk
-      export SHA256="168851e70cf5f95c0e215e7f3aaca5132ffc3c8dd8f585a4157b0be2b53cfe32 bazelisk-linux-amd64"
-      wget https://github.com/bazelbuild/bazelisk/releases/download/v1.16.0/bazelisk-linux-amd64
-      echo ${SHA256} | sha256sum --check
-      # "Install" bazelisk
-      chmod +x bazelisk-linux-amd64
-      mv bazelisk-linux-amd64 ${BAZEL_VERSION}
-
-    displayName: 'install-deps'
+    .ci/env/bazelisk.sh
+    echo "##vso[task.setvariable variable=BAZEL_VERSION]${BAZEL_VERSION}
+    displayName: 'install-bazel'
   - script: |
       .ci/scripts/describe_system.sh
     displayName: 'System info'
-
   - task: Cache@2
     inputs:
       # Commit ID is added to a cache key. Caches are immutable by design,
diff --git a/dev/docker/onedal.Dockerfile b/dev/docker/onedal-dev.Dockerfile
similarity index 63%
rename from dev/docker/onedal.Dockerfile
rename to dev/docker/onedal-dev.Dockerfile
index e36e0faf636..2bafc11d6dc 100644
--- a/dev/docker/onedal.Dockerfile
+++ b/dev/docker/onedal-dev.Dockerfile
@@ -14,12 +14,22 @@
 # limitations under the License.
 #===============================================================================
 
-ARG UBUNTU_VERSION="22.04"
+FROM ubuntu:22.04
 
-FROM ubuntu:${UBUNTU_VERSION}
+ARG workdirectory="/sources/oneDAL"
 
-RUN apt-get update && \
-    apt-get install -y \
-        git
+ADD ../../ ${workdirectory}
 
-RUN git checkout 
\ No newline at end of file
+WORKDIR ${workdirectory}
+
+# Installing environment for base development dependencies
+RUN .ci/env/apt.sh dev-base
+
+# Installing environment for DPCPP development dependencies
+RUN .ci/env/apt.sh install_dpcpp
+
+# Installing environment for clang-format
+RUN .ci/env/apt.sh clang-format
+
+# Installing environment for bazel
+RUN .ci/env/bazilisk.sh

From 5146f7b9f64a0f0d53657a18e7eae6bd48d97c48 Mon Sep 17 00:00:00 2001
From: Nikolay Petrov <nikolay.a.petrov@intel.com>
Date: Wed, 13 Sep 2023 17:25:12 +0100
Subject: [PATCH 04/48] adding readme for docker

---
 dev/docker/README.md | 26 ++++++++++++++++++++++++++
 1 file changed, 26 insertions(+)
 create mode 100644 dev/docker/README.md

diff --git a/dev/docker/README.md b/dev/docker/README.md
new file mode 100644
index 00000000000..e0092d9ad21
--- /dev/null
+++ b/dev/docker/README.md
@@ -0,0 +1,26 @@
+<!--
+******************************************************************************
+* Copyright 2023 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.
+*******************************************************************************/-->
+
+# Docker dev environemnt
+## How to use
+This is simple docker dev environment intended for oneDAL development and build process.
+It does include dependencies for building all oneDAL components through both make and bazel
+
+Just run:
+   ```sh
+   docker run onedal-dev
+   ```

From 23ff0001c2203223e19fea963dddb8e07a88650c Mon Sep 17 00:00:00 2001
From: Nikolay Petrov <nikolay.a.petrov@intel.com>
Date: Wed, 13 Sep 2023 17:37:12 +0100
Subject: [PATCH 05/48] updating

---
 dev/docker/README.md             | 4 +++-
 dev/docker/onedal-dev.Dockerfile | 2 ++
 2 files changed, 5 insertions(+), 1 deletion(-)

diff --git a/dev/docker/README.md b/dev/docker/README.md
index e0092d9ad21..9fa9472eedb 100644
--- a/dev/docker/README.md
+++ b/dev/docker/README.md
@@ -20,7 +20,9 @@
 This is simple docker dev environment intended for oneDAL development and build process.
 It does include dependencies for building all oneDAL components through both make and bazel
 
+Note: docker setup assumes that it's executed from oneDAL checkouted repo and copy repo files inside container
+
 Just run:
    ```sh
-   docker run onedal-dev
+   docker run -it onedal-dev /bin/bash
    ```
diff --git a/dev/docker/onedal-dev.Dockerfile b/dev/docker/onedal-dev.Dockerfile
index 2bafc11d6dc..8e46d228940 100644
--- a/dev/docker/onedal-dev.Dockerfile
+++ b/dev/docker/onedal-dev.Dockerfile
@@ -22,6 +22,8 @@ ADD ../../ ${workdirectory}
 
 WORKDIR ${workdirectory}
 
+#Env setup
+
 # Installing environment for base development dependencies
 RUN .ci/env/apt.sh dev-base
 

From cf15bcec3107c03cc69cc6142f9aac637d174f9b Mon Sep 17 00:00:00 2001
From: Nikolay Petrov <nikolay.a.petrov@intel.com>
Date: Wed, 13 Sep 2023 17:41:44 +0100
Subject: [PATCH 06/48] adding github validation

---
 .github/workflows/docker-validation.yml | 19 +++++++++++++++++++
 1 file changed, 19 insertions(+)
 create mode 100644 .github/workflows/docker-validation.yml

diff --git a/.github/workflows/docker-validation.yml b/.github/workflows/docker-validation.yml
new file mode 100644
index 00000000000..ab6fce8ac58
--- /dev/null
+++ b/.github/workflows/docker-validation.yml
@@ -0,0 +1,19 @@
+name: renovate-validation
+
+on:
+  pull_request:
+    branches:
+      - master
+  push:
+    branches:
+      - master
+
+jobs:
+  validate:
+    name: Docker dev validation
+    runs-on: ubuntu-latest
+    steps:
+      - name: Checkout
+        uses: actions/checkout@3df4ab11eba7bda6032a0b82a6bb43b11571feac # v4
+      - name: Build docker image
+        run: docker build . --file dev/docker/onedal-dev.Dockerfile --tag onedal-dev:$(date +%s)

From 39ae618b6bc80b9444b802447af040d8688b6286 Mon Sep 17 00:00:00 2001
From: Nikolay Petrov <nikolay.a.petrov@intel.com>
Date: Wed, 13 Sep 2023 17:48:19 +0100
Subject: [PATCH 07/48] new line

---
 .ci/env/bazelisk.sh | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.ci/env/bazelisk.sh b/.ci/env/bazelisk.sh
index 9c95af24070..0d772327b75 100644
--- a/.ci/env/bazelisk.sh
+++ b/.ci/env/bazelisk.sh
@@ -24,4 +24,4 @@ chmod +x bazelisk-linux-amd64
 mkdir -p bazel/bin
 mv bazelisk-linux-amd64 bazel/bin/bazel
 export BAZEL_VERSION=$(./bazel/bin/bazel --version | awk '{print $2}')
-export PATH=$PATH:$(pwd)/bazel/bin
\ No newline at end of file
+export PATH=$PATH:$(pwd)/bazel/bin

From 74fefc7a75138845906072bcf88d7488fdb195d9 Mon Sep 17 00:00:00 2001
From: Nikolay Petrov <nikolay.a.petrov@intel.com>
Date: Wed, 13 Sep 2023 17:49:43 +0100
Subject: [PATCH 08/48] remove bash invocation for scripts

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

diff --git a/.ci/pipeline/ci.yml b/.ci/pipeline/ci.yml
index 516e8d6eddf..edf1ed5ccff 100755
--- a/.ci/pipeline/ci.yml
+++ b/.ci/pipeline/ci.yml
@@ -28,7 +28,7 @@ jobs:
     vmImage: 'ubuntu-22.04'
   steps:
     - script: |
-      bash .ci/env/apt.sh clang-format
+      .ci/env/apt.sh clang-format
       displayName: 'apt-get'
     - script: |
         .ci/scripts/clang-format.sh
@@ -44,7 +44,7 @@ jobs:
     vmImage: 'ubuntu-22.04'
   steps:
   - script: |
-      bash .ci/env/apt.sh dev-base
+      .ci/env/apt.sh dev-base
       conda create -n ci-env -q -y -c intel -c conda-forge impi-devel=2021.10.0
     displayName: 'apt-get and conda install'
   - script: |
@@ -93,7 +93,7 @@ jobs:
     vmImage: 'ubuntu-22.04'
   steps:
   - script: |
-      bash .ci/env/apt.sh dev-base
+      .ci/env/apt.sh dev-base
       conda create -n ci-env -q -y -c intel -c conda-forge impi-devel=2021.8.0
     displayName: 'apt-get and conda install'
   - script: |
@@ -134,11 +134,11 @@ jobs:
     vmImage: 'ubuntu-22.04'
   steps:
   - script: |
-      bash .ci/env/apt.sh dev-base
+      .ci/env/apt.sh dev-base
       conda create -n ci-env -q -y -c conda-forge -c intel impi-devel=2021.10.0
     displayName: 'apt-get and conda install'
   - script: |
-      bash .ci/env/apt.sh install_dpcpp
+      .ci/env/apt.sh install_dpcpp
     displayName: 'dpcpp installation'
   - script: |
       source /opt/intel/oneapi/compiler/latest/env/vars.sh
@@ -301,7 +301,7 @@ jobs:
     inputs:
       artifact: '$(platform.type) build'
       path: $(Pipeline.Workspace)
-  - script: bash .ci/env/apt.sh dev-base
+  - script: .ci/env/apt.sh dev-base
     displayName: 'apt-get'
   - script: |
       .ci/scripts/describe_system.sh
@@ -439,7 +439,7 @@ jobs:
     displayName: 'pacman'
   - script: |
       set PATH=C:\msys64\usr\bin;%PATH%
-      bash .ci/scripts/describe_system.sh
+      .ci/scripts/describe_system.sh
     displayName: 'System info'
   - script: |
       .\.ci\scripts\build.bat daal vc avx2
@@ -463,7 +463,7 @@ jobs:
     displayName: 'oneapi/cpp examples'
   - script: |
       set PATH=C:\msys64\usr\bin;%PATH%
-      bash deploy/nuget/prepare_dal_nuget.sh --release-dir $(release.dir) --build-nupkg yes
+      deploy/nuget/prepare_dal_nuget.sh --release-dir $(release.dir) --build-nupkg yes
       tree -h -I include __nuget/inteldal*/
       ls -lh __nuget/inteldal*.nupkg
     displayName: 'nuget pkg'

From 94986bc06e66ae582104d1094414e57c6741c72f Mon Sep 17 00:00:00 2001
From: Nikolay Petrov <nikolay.a.petrov@intel.com>
Date: Wed, 13 Sep 2023 17:50:59 +0100
Subject: [PATCH 09/48] fixing ci.yml

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

diff --git a/.ci/pipeline/ci.yml b/.ci/pipeline/ci.yml
index edf1ed5ccff..6f6693cf015 100755
--- a/.ci/pipeline/ci.yml
+++ b/.ci/pipeline/ci.yml
@@ -28,7 +28,7 @@ jobs:
     vmImage: 'ubuntu-22.04'
   steps:
     - script: |
-      .ci/env/apt.sh clang-format
+        .ci/env/apt.sh clang-format
       displayName: 'apt-get'
     - script: |
         .ci/scripts/clang-format.sh

From 21ea80e2fd1ffdb0c213814b42f833e0642a2275 Mon Sep 17 00:00:00 2001
From: Nikolay Petrov <nikolay.a.petrov@intel.com>
Date: Wed, 13 Sep 2023 17:53:19 +0100
Subject: [PATCH 10/48] add execute permissions

---
 .ci/env/apt.sh      | 0
 .ci/env/bazelisk.sh | 0
 .ci/env/tbb.bat     | 0
 3 files changed, 0 insertions(+), 0 deletions(-)
 mode change 100644 => 100755 .ci/env/apt.sh
 mode change 100644 => 100755 .ci/env/bazelisk.sh
 mode change 100644 => 100755 .ci/env/tbb.bat

diff --git a/.ci/env/apt.sh b/.ci/env/apt.sh
old mode 100644
new mode 100755
diff --git a/.ci/env/bazelisk.sh b/.ci/env/bazelisk.sh
old mode 100644
new mode 100755
diff --git a/.ci/env/tbb.bat b/.ci/env/tbb.bat
old mode 100644
new mode 100755

From e26db8441d5735a98a3000640fd80ca7254eb568 Mon Sep 17 00:00:00 2001
From: Nikolay Petrov <nikolay.a.petrov@intel.com>
Date: Wed, 13 Sep 2023 17:54:46 +0100
Subject: [PATCH 11/48] fixing ci.yml

---
 .ci/pipeline/ci.yml | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/.ci/pipeline/ci.yml b/.ci/pipeline/ci.yml
index 6f6693cf015..133d74b1036 100755
--- a/.ci/pipeline/ci.yml
+++ b/.ci/pipeline/ci.yml
@@ -188,8 +188,8 @@ jobs:
     BAZEL_CACHE_MAX_SIZE_KB: 4194304 # Size in kilobytes ~ 4Gb
   steps:
   - script: |
-    .ci/env/bazelisk.sh
-    echo "##vso[task.setvariable variable=BAZEL_VERSION]${BAZEL_VERSION}
+      .ci/env/bazelisk.sh
+      echo "##vso[task.setvariable variable=BAZEL_VERSION]${BAZEL_VERSION}
     displayName: 'install-bazel'
   - script: |
       .ci/scripts/describe_system.sh

From 5a0b07ffe6a81c7636933fec9659b1815c56d54d Mon Sep 17 00:00:00 2001
From: Nikolay Petrov <nikolay.a.petrov@intel.com>
Date: Wed, 13 Sep 2023 17:56:12 +0100
Subject: [PATCH 12/48] fixing github flow name

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

diff --git a/.github/workflows/docker-validation.yml b/.github/workflows/docker-validation.yml
index ab6fce8ac58..b99ecdb7473 100644
--- a/.github/workflows/docker-validation.yml
+++ b/.github/workflows/docker-validation.yml
@@ -1,4 +1,4 @@
-name: renovate-validation
+name: docker-validation
 
 on:
   pull_request:

From 35ea7b885753b3a75325bff19f2790c0ae2997ad Mon Sep 17 00:00:00 2001
From: Nikolay Petrov <nikolay.a.petrov@intel.com>
Date: Wed, 13 Sep 2023 17:57:46 +0100
Subject: [PATCH 13/48] adding sudo to docker image

---
 dev/docker/onedal-dev.Dockerfile | 2 ++
 1 file changed, 2 insertions(+)

diff --git a/dev/docker/onedal-dev.Dockerfile b/dev/docker/onedal-dev.Dockerfile
index 8e46d228940..ea02c289738 100644
--- a/dev/docker/onedal-dev.Dockerfile
+++ b/dev/docker/onedal-dev.Dockerfile
@@ -23,6 +23,8 @@ ADD ../../ ${workdirectory}
 WORKDIR ${workdirectory}
 
 #Env setup
+RUN apt-get update && \
+      apt-get -y install sudo
 
 # Installing environment for base development dependencies
 RUN .ci/env/apt.sh dev-base

From 1d6a5af8c446dc459619992fb4cb2b456efc4223 Mon Sep 17 00:00:00 2001
From: Nikolay Petrov <nikolay.a.petrov@intel.com>
Date: Wed, 13 Sep 2023 18:00:47 +0100
Subject: [PATCH 14/48] fixing install dpcpp script

---
 .ci/pipeline/ci.yml              | 2 +-
 dev/docker/onedal-dev.Dockerfile | 2 +-
 2 files changed, 2 insertions(+), 2 deletions(-)

diff --git a/.ci/pipeline/ci.yml b/.ci/pipeline/ci.yml
index 133d74b1036..4f1d878ed88 100755
--- a/.ci/pipeline/ci.yml
+++ b/.ci/pipeline/ci.yml
@@ -138,7 +138,7 @@ jobs:
       conda create -n ci-env -q -y -c conda-forge -c intel impi-devel=2021.10.0
     displayName: 'apt-get and conda install'
   - script: |
-      .ci/env/apt.sh install_dpcpp
+      .ci/env/apt.sh dpcpp
     displayName: 'dpcpp installation'
   - script: |
       source /opt/intel/oneapi/compiler/latest/env/vars.sh
diff --git a/dev/docker/onedal-dev.Dockerfile b/dev/docker/onedal-dev.Dockerfile
index ea02c289738..432585cb7b5 100644
--- a/dev/docker/onedal-dev.Dockerfile
+++ b/dev/docker/onedal-dev.Dockerfile
@@ -30,7 +30,7 @@ RUN apt-get update && \
 RUN .ci/env/apt.sh dev-base
 
 # Installing environment for DPCPP development dependencies
-RUN .ci/env/apt.sh install_dpcpp
+RUN .ci/env/apt.sh dpcpp
 
 # Installing environment for clang-format
 RUN .ci/env/apt.sh clang-format

From c4f38e31071d72672667d761acb4db343d9685e0 Mon Sep 17 00:00:00 2001
From: Nikolay Petrov <nikolay.a.petrov@intel.com>
Date: Wed, 13 Sep 2023 18:04:41 +0100
Subject: [PATCH 15/48] fixing base docker deps

---
 dev/docker/onedal-dev.Dockerfile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/dev/docker/onedal-dev.Dockerfile b/dev/docker/onedal-dev.Dockerfile
index 432585cb7b5..529d7fae4e3 100644
--- a/dev/docker/onedal-dev.Dockerfile
+++ b/dev/docker/onedal-dev.Dockerfile
@@ -24,7 +24,7 @@ WORKDIR ${workdirectory}
 
 #Env setup
 RUN apt-get update && \
-      apt-get -y install sudo
+      apt-get -y install sudo wget gnupg
 
 # Installing environment for base development dependencies
 RUN .ci/env/apt.sh dev-base

From 4e8ffe88f9bb970e411918eec79b8729943da7e2 Mon Sep 17 00:00:00 2001
From: Nikolay Petrov <nikolay.a.petrov@intel.com>
Date: Wed, 13 Sep 2023 18:15:34 +0100
Subject: [PATCH 16/48] fixing bazelisk

---
 dev/docker/onedal-dev.Dockerfile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/dev/docker/onedal-dev.Dockerfile b/dev/docker/onedal-dev.Dockerfile
index 529d7fae4e3..78d48d7ce92 100644
--- a/dev/docker/onedal-dev.Dockerfile
+++ b/dev/docker/onedal-dev.Dockerfile
@@ -36,4 +36,4 @@ RUN .ci/env/apt.sh dpcpp
 RUN .ci/env/apt.sh clang-format
 
 # Installing environment for bazel
-RUN .ci/env/bazilisk.sh
+RUN .ci/env/bazelisk.sh

From dbfb9fb5bb22834ef19e8a071e0a10456e7a83f3 Mon Sep 17 00:00:00 2001
From: Nikolay Petrov <nikolay.a.petrov@intel.com>
Date: Wed, 13 Sep 2023 18:38:04 +0100
Subject: [PATCH 17/48] fixing ci.yml

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

diff --git a/.ci/pipeline/ci.yml b/.ci/pipeline/ci.yml
index 4f1d878ed88..9db05a061e4 100755
--- a/.ci/pipeline/ci.yml
+++ b/.ci/pipeline/ci.yml
@@ -189,7 +189,7 @@ jobs:
   steps:
   - script: |
       .ci/env/bazelisk.sh
-      echo "##vso[task.setvariable variable=BAZEL_VERSION]${BAZEL_VERSION}
+      echo "##vso[task.setvariable variable=BAZEL_VERSION]${BAZEL_VERSION}"
     displayName: 'install-bazel'
   - script: |
       .ci/scripts/describe_system.sh

From 08f75a35599e912ed0abafb56bdedec1a6f19c6b Mon Sep 17 00:00:00 2001
From: Nikolay Petrov <nikolay.a.petrov@intel.com>
Date: Wed, 13 Sep 2023 18:50:27 +0100
Subject: [PATCH 18/48] fixing windows ci with bash call

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

diff --git a/.ci/pipeline/ci.yml b/.ci/pipeline/ci.yml
index 9db05a061e4..c08e8ac587e 100755
--- a/.ci/pipeline/ci.yml
+++ b/.ci/pipeline/ci.yml
@@ -439,7 +439,7 @@ jobs:
     displayName: 'pacman'
   - script: |
       set PATH=C:\msys64\usr\bin;%PATH%
-      .ci/scripts/describe_system.sh
+      bash .ci/scripts/describe_system.sh
     displayName: 'System info'
   - script: |
       .\.ci\scripts\build.bat daal vc avx2

From bec07464dfe153b3fb8028b30f1ec4fea4c88b38 Mon Sep 17 00:00:00 2001
From: Nikolay Petrov <nikolay.a.petrov@intel.com>
Date: Wed, 13 Sep 2023 18:53:40 +0100
Subject: [PATCH 19/48] fixing bazel ci

---
 .ci/pipeline/ci.yml | 12 ++++++------
 1 file changed, 6 insertions(+), 6 deletions(-)

diff --git a/.ci/pipeline/ci.yml b/.ci/pipeline/ci.yml
index c08e8ac587e..0cf22f8d1ab 100755
--- a/.ci/pipeline/ci.yml
+++ b/.ci/pipeline/ci.yml
@@ -218,13 +218,13 @@ jobs:
       echo "build --disk_cache=$(BAZEL_CACHE_DIR) --cpu=avx2" > ~/.bazelrc
 
       # Display oneDAL build configuration
-      $(BAZEL_VERSION) build @config//:dump
+      bazel build @config//:dump
       echo
       cat bazel-bin/external/config/config.json
       echo
     displayName: 'bazel-configure'
   - script: |
-      $(BAZEL_VERSION) build :release
+      bazel build :release
     displayName: 'release'
   - task: PublishPipelineArtifact@1
     inputs:
@@ -232,27 +232,27 @@ jobs:
       targetPath: '$(Build.Repository.LocalPath)/bazel-bin/release'
     displayName: 'Upload build artifacts'
   - script: |
-      $(BAZEL_VERSION) test //examples/oneapi/cpp:all \
+      bazel test //examples/oneapi/cpp:all \
                  --test_link_mode=dev \
                  --test_thread_mode=par
     displayName: 'cpp-examples-thread-dev'
 
   - script: |
       export DALROOT=`pwd`/bazel-bin/release/daal/latest
-      $(BAZEL_VERSION) test //examples/oneapi/cpp:all \
+      bazel test //examples/oneapi/cpp:all \
                  --test_link_mode=release_static \
                  --test_thread_mode=par
     displayName: 'cpp-examples-thread-release-static'
 
   - script: |
       export DALROOT=`pwd`/bazel-bin/release/daal/latest
-      $(BAZEL_VERSION) test //examples/oneapi/cpp:all \
+      bazel test //examples/oneapi/cpp:all \
                  --test_link_mode=release_dynamic \
                  --test_thread_mode=par
     displayName: 'cpp-examples-thread-release-dynamic'
 
   - script: |
-      $(BAZEL_VERSION) test //cpp/oneapi/dal:tests \
+      bazel test //cpp/oneapi/dal:tests \
                  --config=host \
                  --test_link_mode=dev \
                  --test_thread_mode=par

From c032de6cca413974bf610ca9bc6951a28356f437 Mon Sep 17 00:00:00 2001
From: Nikolay Petrov <nikolay.a.petrov@intel.com>
Date: Wed, 13 Sep 2023 19:13:05 +0100
Subject: [PATCH 20/48] updating bazel readme to current state

---
 dev/bazel/README.md | 28 ++++++++++++++++++++--------
 dev/bazel/TODO.md   | 26 ++++++++++++++++++--------
 2 files changed, 38 insertions(+), 16 deletions(-)

diff --git a/dev/bazel/README.md b/dev/bazel/README.md
index e806f0d39e8..2593342d3e6 100644
--- a/dev/bazel/README.md
+++ b/dev/bazel/README.md
@@ -1,8 +1,24 @@
+<!--
+******************************************************************************
+* Copyright 2023 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.
+*******************************************************************************/-->
 # Bazel Guide
 ## Install Bazel on Linux
-1. Download Bazel 4.0.0
+1. Use bazelisk
    ```sh
-   wget -O bazel https://github.com/bazelbuild/bazel/releases/download/4.0.0/bazel-4.0.0-linux-x86_64
+   wget -O bazel https://github.com/bazelbuild/bazelisk/releases/download/v1.18.0/bazelisk-linux-amd64
    ```
    > Note: If you are using proxy don't forget to set
    `http_proxy` and `https_proxy` environment variables
@@ -10,8 +26,8 @@
 2. Put it somewhere on **local disk** (use of remote shared
    drives is not recommended) and set executable attributes.
    ```sh
-   mv bazel <my-user-dir-utils>/bin
    chmod +x bazel
+   mv bazel <my-user-dir-utils>/bin
    ```
 
 3. Create Bazel cache directory on **local disk** and
@@ -24,7 +40,7 @@
 4. Add `bazel` to the `$PATH`.
    ```sh
    export PATH=<my-user-dir-on-local-disk>/bin:$PATH
-   bazel --version # Should be "bazel 4.0.0"
+   bazel --version
    ```
 
 ### Compiler choice
@@ -197,10 +213,6 @@ The most used Bazel commands are `build`, `test` and `run`.
    bazel test --test_link_mode=release_dynamic //cpp/oneapi/dal:tests
    ```
 
-- `--test_thread_mode` Specifies threading mode for tests. \
-  Possible values:
-  - `par` _default_ Links against `onedal_thread`.
-
    Example:
    ```sh
    bazel test --test_thread_mode=par //cpp/oneapi/dal:tests
diff --git a/dev/bazel/TODO.md b/dev/bazel/TODO.md
index 34a71a5d0bb..4a81faf5a5b 100644
--- a/dev/bazel/TODO.md
+++ b/dev/bazel/TODO.md
@@ -1,3 +1,20 @@
+<!--
+******************************************************************************
+* Copyright 2023 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.
+*******************************************************************************/-->
+
 ### TODO:
 - [ ] **Windows support.** Bazel shall provide toolchain implementation for
   Windows.
@@ -9,18 +26,11 @@
   |         |        Intel       |        DPC++       |         GCC        |       Clang        |        MSVC        |
   |---------|:------------------:|:------------------:|:------------------:|:------------------:|:------------------:|
   | Linux   |        :x:         |         :x:        | :heavy_check_mark: |                    |                    |
-  | MacOs   |        :x:         |         :x:        |                    |        :x:         |                    |
   | Windows |        :x:         |         :x:        |                    |                    |        :x:         |
 
-- [ ] **Automatic makefile generation for examples on Linux/MacOs.** Bazel
-  shall generate Makefile for examples when release build is required.
-
-- [ ] **Automatic  VS solution generation for examples on Windows.** Bazel shall
-  generate Visual Studio solution for examples then release build is required.
-
 - [ ] **Automatic host architecture identification.** Bazel shall detect host
   machine architecture and configure best CPU id automatically.
 
 - [ ] **Toolchain code unification.** There is logic duplication for toolchain
-  configuration on Linux/MacOs/Windows.
+  configuration on Linux/Windows.
 

From aaa1ace79326609b840626b8d0657efe0fe701aa Mon Sep 17 00:00:00 2001
From: Nikolay Petrov <nikolay.a.petrov@intel.com>
Date: Wed, 13 Sep 2023 20:01:30 +0100
Subject: [PATCH 21/48] fixing bazel caching and nuget windows build

---
 .ci/pipeline/ci.yml              | 5 +++--
 dev/docker/onedal-dev.Dockerfile | 3 +++
 2 files changed, 6 insertions(+), 2 deletions(-)

diff --git a/.ci/pipeline/ci.yml b/.ci/pipeline/ci.yml
index 0cf22f8d1ab..a0f211bf071 100755
--- a/.ci/pipeline/ci.yml
+++ b/.ci/pipeline/ci.yml
@@ -188,8 +188,9 @@ jobs:
     BAZEL_CACHE_MAX_SIZE_KB: 4194304 # Size in kilobytes ~ 4Gb
   steps:
   - script: |
-      .ci/env/bazelisk.sh
+      source .ci/env/bazelisk.sh
       echo "##vso[task.setvariable variable=BAZEL_VERSION]${BAZEL_VERSION}"
+    #sourcing done to set bazel version value from script
     displayName: 'install-bazel'
   - script: |
       .ci/scripts/describe_system.sh
@@ -463,7 +464,7 @@ jobs:
     displayName: 'oneapi/cpp examples'
   - script: |
       set PATH=C:\msys64\usr\bin;%PATH%
-      deploy/nuget/prepare_dal_nuget.sh --release-dir $(release.dir) --build-nupkg yes
+      bash deploy/nuget/prepare_dal_nuget.sh --release-dir $(release.dir) --build-nupkg yes
       tree -h -I include __nuget/inteldal*/
       ls -lh __nuget/inteldal*.nupkg
     displayName: 'nuget pkg'
diff --git a/dev/docker/onedal-dev.Dockerfile b/dev/docker/onedal-dev.Dockerfile
index 78d48d7ce92..939ef0f6765 100644
--- a/dev/docker/onedal-dev.Dockerfile
+++ b/dev/docker/onedal-dev.Dockerfile
@@ -37,3 +37,6 @@ RUN .ci/env/apt.sh clang-format
 
 # Installing environment for bazel
 RUN .ci/env/bazelisk.sh
+
+# Installing openBLAS dependency
+RUN .ci/env/openblas.sh

From f828fada56fb96dd4c4a3a51d4402a566c163810 Mon Sep 17 00:00:00 2001
From: Nikolay Petrov <nikolay.a.petrov@intel.com>
Date: Thu, 14 Sep 2023 10:38:40 +0100
Subject: [PATCH 22/48] adding git binary

---
 dev/docker/onedal-dev.Dockerfile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/dev/docker/onedal-dev.Dockerfile b/dev/docker/onedal-dev.Dockerfile
index 939ef0f6765..2e830fdbfa2 100644
--- a/dev/docker/onedal-dev.Dockerfile
+++ b/dev/docker/onedal-dev.Dockerfile
@@ -24,7 +24,7 @@ WORKDIR ${workdirectory}
 
 #Env setup
 RUN apt-get update && \
-      apt-get -y install sudo wget gnupg
+      apt-get -y install sudo wget gnupg git
 
 # Installing environment for base development dependencies
 RUN .ci/env/apt.sh dev-base

From 87a55e3d8fe7f295fe175e63966a3566927992d5 Mon Sep 17 00:00:00 2001
From: Nikolay Petrov <nikolay.a.petrov@intel.com>
Date: Thu, 14 Sep 2023 11:19:43 +0100
Subject: [PATCH 23/48] adding build validation and conda to env

---
 .ci/env/apt.sh                          |  5 +++++
 .ci/pipeline/ci.yml                     |  3 ---
 .github/workflows/docker-validation.yml | 19 -------------------
 dev/docker/onedal-dev.Dockerfile        | 12 +++++++++++-
 4 files changed, 16 insertions(+), 23 deletions(-)
 delete mode 100644 .github/workflows/docker-validation.yml

diff --git a/.ci/env/apt.sh b/.ci/env/apt.sh
index 45d56508676..3e7230ad9ca 100755
--- a/.ci/env/apt.sh
+++ b/.ci/env/apt.sh
@@ -50,6 +50,10 @@ function install_dev-base {
     sudo apt-get install -y gcc-multilib g++-multilib dos2unix tree
 }
 
+function install_dev-base-conda {
+    conda create -n ci-env -q -y -c conda-forge -c intel impi-devel=2021.10.0
+}
+
 if [ "${component}" == "dpcpp" ]; then
     add_repo
     install_dpcpp
@@ -62,6 +66,7 @@ elif [ "${component}" == "clang-format" ]; then
 elif [ "${component}" == "dev-base" ]; then
     update
     install_dev-base
+    install_dev-base-conda
 else
     echo "Usage:"
     echo "   $0 [dpcpp|mkl|clang-format|dev-base]"
diff --git a/.ci/pipeline/ci.yml b/.ci/pipeline/ci.yml
index a0f211bf071..9d0a5456194 100755
--- a/.ci/pipeline/ci.yml
+++ b/.ci/pipeline/ci.yml
@@ -45,7 +45,6 @@ jobs:
   steps:
   - script: |
       .ci/env/apt.sh dev-base
-      conda create -n ci-env -q -y -c intel -c conda-forge impi-devel=2021.10.0
     displayName: 'apt-get and conda install'
   - script: |
       .ci/scripts/describe_system.sh
@@ -94,7 +93,6 @@ jobs:
   steps:
   - script: |
       .ci/env/apt.sh dev-base
-      conda create -n ci-env -q -y -c intel -c conda-forge impi-devel=2021.8.0
     displayName: 'apt-get and conda install'
   - script: |
       .ci/scripts/describe_system.sh
@@ -135,7 +133,6 @@ jobs:
   steps:
   - script: |
       .ci/env/apt.sh dev-base
-      conda create -n ci-env -q -y -c conda-forge -c intel impi-devel=2021.10.0
     displayName: 'apt-get and conda install'
   - script: |
       .ci/env/apt.sh dpcpp
diff --git a/.github/workflows/docker-validation.yml b/.github/workflows/docker-validation.yml
deleted file mode 100644
index b99ecdb7473..00000000000
--- a/.github/workflows/docker-validation.yml
+++ /dev/null
@@ -1,19 +0,0 @@
-name: docker-validation
-
-on:
-  pull_request:
-    branches:
-      - master
-  push:
-    branches:
-      - master
-
-jobs:
-  validate:
-    name: Docker dev validation
-    runs-on: ubuntu-latest
-    steps:
-      - name: Checkout
-        uses: actions/checkout@3df4ab11eba7bda6032a0b82a6bb43b11571feac # v4
-      - name: Build docker image
-        run: docker build . --file dev/docker/onedal-dev.Dockerfile --tag onedal-dev:$(date +%s)
diff --git a/dev/docker/onedal-dev.Dockerfile b/dev/docker/onedal-dev.Dockerfile
index 2e830fdbfa2..92b89105cff 100644
--- a/dev/docker/onedal-dev.Dockerfile
+++ b/dev/docker/onedal-dev.Dockerfile
@@ -1,5 +1,5 @@
 #===============================================================================
-# Copyright 2014 Intel Corporation
+# Copyright 2023 Intel Corporation
 #
 # Licensed under the Apache License, Version 2.0 (the "License");
 # you may not use this file except in compliance with the License.
@@ -40,3 +40,13 @@ RUN .ci/env/bazelisk.sh
 
 # Installing openBLAS dependency
 RUN .ci/env/openblas.sh
+
+ARG config
+RUN \
+if [[ "${config}" == "build_make" ]] ; \
+then \
+    .ci/scripts/build.sh --compiler gnu --optimizations avx2 --target daal --conda-env ci-env; \
+    .ci/scripts/build.sh --compiler gnu --optimizations avx2 --target oneapi_c; \
+else \
+    echo Welcome to oneDAL development, sources located in ${workdirectory} ; \
+fi

From 4765f766fc9c1033ad6d901516494efe5196d411 Mon Sep 17 00:00:00 2001
From: Nikolay Petrov <nikolay.a.petrov@intel.com>
Date: Thu, 14 Sep 2023 11:23:44 +0100
Subject: [PATCH 24/48] enable larger validation in CI

---
 .github/workflows/docker-validation-ci.yml    | 19 +++++++++++++
 .../workflows/docker-validation-nightly.yml   | 27 +++++++++++++++++++
 2 files changed, 46 insertions(+)
 create mode 100644 .github/workflows/docker-validation-ci.yml
 create mode 100644 .github/workflows/docker-validation-nightly.yml

diff --git a/.github/workflows/docker-validation-ci.yml b/.github/workflows/docker-validation-ci.yml
new file mode 100644
index 00000000000..e8f76a63797
--- /dev/null
+++ b/.github/workflows/docker-validation-ci.yml
@@ -0,0 +1,19 @@
+name: docker-validation CI
+
+on:
+  pull_request:
+    branches:
+      - master
+  push:
+    branches:
+      - master
+
+jobs:
+  validate:
+    name: Docker validation
+    runs-on: ubuntu-latest
+    steps:
+      - name: Checkout
+        uses: actions/checkout@3df4ab11eba7bda6032a0b82a6bb43b11571feac # v4
+      - name: Build docker image
+        run: docker build . --file dev/docker/onedal-dev.Dockerfile --tag onedal-dev:$(date +%s)
diff --git a/.github/workflows/docker-validation-nightly.yml b/.github/workflows/docker-validation-nightly.yml
new file mode 100644
index 00000000000..7ff083a99c9
--- /dev/null
+++ b/.github/workflows/docker-validation-nightly.yml
@@ -0,0 +1,27 @@
+name: docker-validation Nightly
+
+on:
+  schedule:
+    - cron: "0 23 * * *"
+  pull_request:
+    branches:
+      - master
+    paths:
+      - .github/workflows/docker-validation-nightly.yml
+      - dev/docker/onedal-dev.Dockerfile
+  push:
+    branches:
+      - master
+    paths:
+      - .github/workflows/docker-validation-nightly.yml
+      - dev/docker/onedal-dev.Dockerfile
+
+jobs:
+  validate:
+    name: Docker validation
+    runs-on: ubuntu-latest
+    steps:
+      - name: Checkout
+        uses: actions/checkout@3df4ab11eba7bda6032a0b82a6bb43b11571feac # v4
+      - name: Build docker image
+        run: docker build . --file dev/docker/onedal-dev.Dockerfile -build-arg config=build_make --tag onedal-dev:$(date +%s)

From 8a395f856b71b38e84b58083230d74611fc9f643 Mon Sep 17 00:00:00 2001
From: Nikolay Petrov <nikolay.a.petrov@intel.com>
Date: Thu, 14 Sep 2023 11:25:23 +0100
Subject: [PATCH 25/48] fixing CLI

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

diff --git a/.github/workflows/docker-validation-nightly.yml b/.github/workflows/docker-validation-nightly.yml
index 7ff083a99c9..00e5e2baba4 100644
--- a/.github/workflows/docker-validation-nightly.yml
+++ b/.github/workflows/docker-validation-nightly.yml
@@ -24,4 +24,4 @@ jobs:
       - name: Checkout
         uses: actions/checkout@3df4ab11eba7bda6032a0b82a6bb43b11571feac # v4
       - name: Build docker image
-        run: docker build . --file dev/docker/onedal-dev.Dockerfile -build-arg config=build_make --tag onedal-dev:$(date +%s)
+        run: docker build . --file dev/docker/onedal-dev.Dockerfile --build-arg config=build_make --tag onedal-dev:$(date +%s)

From f726d9993ca101a81538953e90fb28aa3f487743 Mon Sep 17 00:00:00 2001
From: Nikolay Petrov <nikolay.a.petrov@intel.com>
Date: Thu, 14 Sep 2023 11:31:17 +0100
Subject: [PATCH 26/48] adding conda to docker

---
 dev/docker/onedal-dev.Dockerfile | 8 ++++++++
 1 file changed, 8 insertions(+)

diff --git a/dev/docker/onedal-dev.Dockerfile b/dev/docker/onedal-dev.Dockerfile
index 92b89105cff..0841b8847de 100644
--- a/dev/docker/onedal-dev.Dockerfile
+++ b/dev/docker/onedal-dev.Dockerfile
@@ -26,6 +26,14 @@ WORKDIR ${workdirectory}
 RUN apt-get update && \
       apt-get -y install sudo wget gnupg git
 
+# Install miniconda
+ENV CONDA_DIR /opt/conda
+RUN wget --quiet https://repo.anaconda.com/miniconda/Miniconda3-latest-Linux-x86_64.sh -O ~/miniconda.sh && \
+    /bin/bash ~/miniconda.sh -b -p /opt/conda
+
+# Put conda in path so we can use conda activate
+ENV PATH=$CONDA_DIR/bin:$PATH
+
 # Installing environment for base development dependencies
 RUN .ci/env/apt.sh dev-base
 

From da719efebe8cf308b89447e022be39484a04e789 Mon Sep 17 00:00:00 2001
From: Nikolay Petrov <nikolay.a.petrov@intel.com>
Date: Thu, 14 Sep 2023 15:47:28 +0100
Subject: [PATCH 27/48] fixing docker

---
 dev/docker/onedal-dev.Dockerfile | 5 +++--
 1 file changed, 3 insertions(+), 2 deletions(-)

diff --git a/dev/docker/onedal-dev.Dockerfile b/dev/docker/onedal-dev.Dockerfile
index 0841b8847de..dfd881e8691 100644
--- a/dev/docker/onedal-dev.Dockerfile
+++ b/dev/docker/onedal-dev.Dockerfile
@@ -24,7 +24,7 @@ WORKDIR ${workdirectory}
 
 #Env setup
 RUN apt-get update && \
-      apt-get -y install sudo wget gnupg git
+      apt-get -y install sudo wget gnupg git make
 
 # Install miniconda
 ENV CONDA_DIR /opt/conda
@@ -50,8 +50,9 @@ RUN .ci/env/bazelisk.sh
 RUN .ci/env/openblas.sh
 
 ARG config
+
 RUN \
-if [[ "${config}" == "build_make" ]] ; \
+if [ "${config}" == "build_make" ] ; \
 then \
     .ci/scripts/build.sh --compiler gnu --optimizations avx2 --target daal --conda-env ci-env; \
     .ci/scripts/build.sh --compiler gnu --optimizations avx2 --target oneapi_c; \

From 6f7d25e0970afcc380cb11a89aa709ab3c66cb7e Mon Sep 17 00:00:00 2001
From: Nikolay Petrov <nikolay.a.petrov@intel.com>
Date: Thu, 14 Sep 2023 18:28:01 +0100
Subject: [PATCH 28/48] fixing docker

---
 dev/docker/onedal-dev.Dockerfile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/dev/docker/onedal-dev.Dockerfile b/dev/docker/onedal-dev.Dockerfile
index dfd881e8691..60ae1ab2a10 100644
--- a/dev/docker/onedal-dev.Dockerfile
+++ b/dev/docker/onedal-dev.Dockerfile
@@ -52,7 +52,7 @@ RUN .ci/env/openblas.sh
 ARG config
 
 RUN \
-if [ "${config}" == "build_make" ] ; \
+if [ "${config}" = "build_make" ] ; \
 then \
     .ci/scripts/build.sh --compiler gnu --optimizations avx2 --target daal --conda-env ci-env; \
     .ci/scripts/build.sh --compiler gnu --optimizations avx2 --target oneapi_c; \

From 9a4049eca50450af0c64a282bb334245003335a9 Mon Sep 17 00:00:00 2001
From: Nikolay Petrov <nikolay.a.petrov@intel.com>
Date: Sat, 16 Sep 2023 12:03:45 +0100
Subject: [PATCH 29/48] adding deps and build

---
 .github/workflows/docker-validation-nightly.yml |  2 ++
 INSTALL.md                                      |  5 +++++
 dev/docker/onedal-dev.Dockerfile                | 14 +++++++-------
 3 files changed, 14 insertions(+), 7 deletions(-)

diff --git a/.github/workflows/docker-validation-nightly.yml b/.github/workflows/docker-validation-nightly.yml
index 00e5e2baba4..328a000d9fd 100644
--- a/.github/workflows/docker-validation-nightly.yml
+++ b/.github/workflows/docker-validation-nightly.yml
@@ -25,3 +25,5 @@ jobs:
         uses: actions/checkout@3df4ab11eba7bda6032a0b82a6bb43b11571feac # v4
       - name: Build docker image
         run: docker build . --file dev/docker/onedal-dev.Dockerfile --build-arg config=build_make --tag onedal-dev:$(date +%s)
+      - name: Save docker image
+        run: docker save --output onedal-dev.tar onedal-dev
diff --git a/INSTALL.md b/INSTALL.md
index b42ae9f988c..fef8bd4fca0 100644
--- a/INSTALL.md
+++ b/INSTALL.md
@@ -28,6 +28,11 @@ Required Software:
 
 For details, see [System Requirements for oneDAL](https://www.intel.com/content/www/us/en/developer/articles/system-requirements/system-requirements-for-oneapi-data-analytics-library.html).
 
+## Docker development environement
+
+[Docker file](https://github.com/oneapi-src/oneDAL/tree/master/dev) with oneDAL development environemnt
+is avaialbe as alternative for setting up environemnt manually. 
+
 ## Installation Steps
 1. Clone the sources from GitHub\* as follows:
 
diff --git a/dev/docker/onedal-dev.Dockerfile b/dev/docker/onedal-dev.Dockerfile
index 60ae1ab2a10..c3edfe30517 100644
--- a/dev/docker/onedal-dev.Dockerfile
+++ b/dev/docker/onedal-dev.Dockerfile
@@ -49,13 +49,13 @@ RUN .ci/env/bazelisk.sh
 # Installing openBLAS dependency
 RUN .ci/env/openblas.sh
 
-ARG config
+# Installing MKL dependency
+RUN ./dev/download_micromkl.sh
 
+# Installing TBB dependency
+RUN ./dev/download_tbb.sh
+
+# Temporary testing
 RUN \
-if [ "${config}" = "build_make" ] ; \
-then \
     .ci/scripts/build.sh --compiler gnu --optimizations avx2 --target daal --conda-env ci-env; \
-    .ci/scripts/build.sh --compiler gnu --optimizations avx2 --target oneapi_c; \
-else \
-    echo Welcome to oneDAL development, sources located in ${workdirectory} ; \
-fi
+    .ci/scripts/build.sh --compiler gnu --optimizations avx2 --target oneapi_c;

From dc6f13dc43afa132eb098e0cabad955702036815 Mon Sep 17 00:00:00 2001
From: Nikolay Petrov <nikolay.a.petrov@intel.com>
Date: Sat, 16 Sep 2023 15:08:46 +0100
Subject: [PATCH 30/48] adding docs env and more tests for nightly

---
 .github/workflows/docker-validation-nightly.yml | 12 ++++++++++--
 dev/docker/onedal-dev.Dockerfile                |  8 +++-----
 2 files changed, 13 insertions(+), 7 deletions(-)

diff --git a/.github/workflows/docker-validation-nightly.yml b/.github/workflows/docker-validation-nightly.yml
index 328a000d9fd..f090f8a1e6f 100644
--- a/.github/workflows/docker-validation-nightly.yml
+++ b/.github/workflows/docker-validation-nightly.yml
@@ -9,12 +9,16 @@ on:
     paths:
       - .github/workflows/docker-validation-nightly.yml
       - dev/docker/onedal-dev.Dockerfile
+      - .ci/env
+      - .ci/scripts
   push:
     branches:
       - master
     paths:
       - .github/workflows/docker-validation-nightly.yml
       - dev/docker/onedal-dev.Dockerfile
+      - .ci/env
+      - .ci/scripts
 
 jobs:
   validate:
@@ -25,5 +29,9 @@ jobs:
         uses: actions/checkout@3df4ab11eba7bda6032a0b82a6bb43b11571feac # v4
       - name: Build docker image
         run: docker build . --file dev/docker/onedal-dev.Dockerfile --build-arg config=build_make --tag onedal-dev:$(date +%s)
-      - name: Save docker image
-        run: docker save --output onedal-dev.tar onedal-dev
+      - name: Building DAAL
+        run: docker run onedal-dev .ci/scripts/build.sh --compiler gnu --optimizations avx2 --target daal --conda-env ci-env
+      - name: Building oneDAL
+        run: .ci/scripts/build.sh --compiler gnu --optimizations avx2 --target oneapi_c
+      - name: Building oneDAL with bazel
+        run: bazel build :release
diff --git a/dev/docker/onedal-dev.Dockerfile b/dev/docker/onedal-dev.Dockerfile
index c3edfe30517..0fffaf03433 100644
--- a/dev/docker/onedal-dev.Dockerfile
+++ b/dev/docker/onedal-dev.Dockerfile
@@ -24,7 +24,7 @@ WORKDIR ${workdirectory}
 
 #Env setup
 RUN apt-get update && \
-      apt-get -y install sudo wget gnupg git make
+      apt-get -y install sudo wget gnupg git make python3-setuptools doxygen
 
 # Install miniconda
 ENV CONDA_DIR /opt/conda
@@ -55,7 +55,5 @@ RUN ./dev/download_micromkl.sh
 # Installing TBB dependency
 RUN ./dev/download_tbb.sh
 
-# Temporary testing
-RUN \
-    .ci/scripts/build.sh --compiler gnu --optimizations avx2 --target daal --conda-env ci-env; \
-    .ci/scripts/build.sh --compiler gnu --optimizations avx2 --target oneapi_c;
+# Installing doc build dependency
+RUN pip3 install -r docs/requirements.txt

From 66f6e698ac2ace01812b2e8717b4ea2e3cb88318 Mon Sep 17 00:00:00 2001
From: Nikolay Petrov <nikolay.a.petrov@intel.com>
Date: Sat, 16 Sep 2023 15:10:14 +0100
Subject: [PATCH 31/48] not passing param

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

diff --git a/.github/workflows/docker-validation-nightly.yml b/.github/workflows/docker-validation-nightly.yml
index f090f8a1e6f..b3bda7f1fef 100644
--- a/.github/workflows/docker-validation-nightly.yml
+++ b/.github/workflows/docker-validation-nightly.yml
@@ -28,7 +28,7 @@ jobs:
       - name: Checkout
         uses: actions/checkout@3df4ab11eba7bda6032a0b82a6bb43b11571feac # v4
       - name: Build docker image
-        run: docker build . --file dev/docker/onedal-dev.Dockerfile --build-arg config=build_make --tag onedal-dev:$(date +%s)
+        run: docker build . --file dev/docker/onedal-dev.Dockerfile --tag onedal-dev:$(date +%s)
       - name: Building DAAL
         run: docker run onedal-dev .ci/scripts/build.sh --compiler gnu --optimizations avx2 --target daal --conda-env ci-env
       - name: Building oneDAL

From 515659d9389713d4d7a071b1f8a1d23577edd5bc Mon Sep 17 00:00:00 2001
From: Nikolay Petrov <nikolay.a.petrov@intel.com>
Date: Sat, 16 Sep 2023 15:17:12 +0100
Subject: [PATCH 32/48] switching to conda env file

---
 .ci/env/apt.sh | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.ci/env/apt.sh b/.ci/env/apt.sh
index 3e7230ad9ca..7a77e210c14 100755
--- a/.ci/env/apt.sh
+++ b/.ci/env/apt.sh
@@ -51,7 +51,7 @@ function install_dev-base {
 }
 
 function install_dev-base-conda {
-    conda create -n ci-env -q -y -c conda-forge -c intel impi-devel=2021.10.0
+    conda env create -f environment.yml
 }
 
 if [ "${component}" == "dpcpp" ]; then

From c746fb7eb101d81559a26e9c576fd30ebdf908a4 Mon Sep 17 00:00:00 2001
From: Nikolay Petrov <nikolay.a.petrov@intel.com>
Date: Sat, 16 Sep 2023 15:17:37 +0100
Subject: [PATCH 33/48] adding conda env

---
 .ci/env/environment.yml | 7 +++++++
 1 file changed, 7 insertions(+)
 create mode 100644 .ci/env/environment.yml

diff --git a/.ci/env/environment.yml b/.ci/env/environment.yml
new file mode 100644
index 00000000000..0a704f66f14
--- /dev/null
+++ b/.ci/env/environment.yml
@@ -0,0 +1,7 @@
+name: ci-env
+channels:
+  - conda-forge
+  - intel
+  - defaults
+dependencies:
+  - impi-devel=2021.10.0

From a85f06f06f4ca86bfc3c49fecfba4ff6802d6195 Mon Sep 17 00:00:00 2001
From: Nikolay Petrov <nikolay.a.petrov@intel.com>
Date: Sat, 16 Sep 2023 15:21:10 +0100
Subject: [PATCH 34/48] fixign path to env.yml

---
 .ci/env/apt.sh | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.ci/env/apt.sh b/.ci/env/apt.sh
index 7a77e210c14..420b958385d 100755
--- a/.ci/env/apt.sh
+++ b/.ci/env/apt.sh
@@ -51,7 +51,7 @@ function install_dev-base {
 }
 
 function install_dev-base-conda {
-    conda env create -f environment.yml
+    conda env create -f .ci/env/environment.yml
 }
 
 if [ "${component}" == "dpcpp" ]; then

From 67c0bb176c43eab69b0fbe12f67eb74496ecfc1f Mon Sep 17 00:00:00 2001
From: Nikolay Petrov <nikolay.a.petrov@intel.com>
Date: Sat, 16 Sep 2023 16:08:13 +0100
Subject: [PATCH 35/48] drop caching version to 1 as bazel version was fixed

---
 .ci/pipeline/ci.yml | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/.ci/pipeline/ci.yml b/.ci/pipeline/ci.yml
index 9d0a5456194..6191c5295e0 100755
--- a/.ci/pipeline/ci.yml
+++ b/.ci/pipeline/ci.yml
@@ -197,9 +197,9 @@ jobs:
       # Commit ID is added to a cache key. Caches are immutable by design,
       # so we always need to change a key to upload the last version
       # of the Bazel cache. Cache lookup is based on `restoreKeys` option.
-      key: '"$(BAZEL_VERSION)" | "$(Agent.OS)" | "v2" | "$(Build.SourceVersion)"'
+      key: '"$(BAZEL_VERSION)" | "$(Agent.OS)" | "v1" | "$(Build.SourceVersion)"'
       restoreKeys: |
-        "$(BAZEL_VERSION)" | "$(Agent.OS)" | "v2"
+        "$(BAZEL_VERSION)" | "$(Agent.OS)" | "v1"
       path: $(BAZEL_CACHE_DIR)
     displayName: 'bazel-cache'
 

From aa0e7321c92872bf8426387396e0e71723e708a6 Mon Sep 17 00:00:00 2001
From: Nikolay Petrov <nikolay.a.petrov@intel.com>
Date: Sat, 16 Sep 2023 16:18:27 +0100
Subject: [PATCH 36/48] bump version for spxinks-prompt to 1.8

---
 docs/requirements.txt | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/docs/requirements.txt b/docs/requirements.txt
index 89116dc6e85..0115499c508 100644
--- a/docs/requirements.txt
+++ b/docs/requirements.txt
@@ -26,7 +26,7 @@ soupsieve==2.4.1
 Sphinx==6.2.1
 sphinx-book-theme==1.0.1
 sphinx-notfound-page==1.0.0
-sphinx-prompt==1.7.0
+sphinx-prompt==1.8.0
 Sphinx-Substitution-Extensions==2022.2.16
 sphinx-tabs==3.4.1
 sphinxcontrib-applehelp==1.0.4

From d4bb9b0d8adc0b8e91a62d7dd5b75ac8a9c38cb8 Mon Sep 17 00:00:00 2001
From: Nikolay Petrov <nikolay.a.petrov@intel.com>
Date: Sat, 16 Sep 2023 16:33:28 +0100
Subject: [PATCH 37/48] revert version

---
 docs/requirements.txt | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/docs/requirements.txt b/docs/requirements.txt
index 0115499c508..89116dc6e85 100644
--- a/docs/requirements.txt
+++ b/docs/requirements.txt
@@ -26,7 +26,7 @@ soupsieve==2.4.1
 Sphinx==6.2.1
 sphinx-book-theme==1.0.1
 sphinx-notfound-page==1.0.0
-sphinx-prompt==1.8.0
+sphinx-prompt==1.7.0
 Sphinx-Substitution-Extensions==2022.2.16
 sphinx-tabs==3.4.1
 sphinxcontrib-applehelp==1.0.4

From 97703a6711e9d9ca836a414ee687bf3f6ddbd3b5 Mon Sep 17 00:00:00 2001
From: Nikolay Petrov <nikolay.a.petrov@intel.com>
Date: Sat, 16 Sep 2023 16:51:37 +0100
Subject: [PATCH 38/48] disabling doc reqs

---
 dev/docker/onedal-dev.Dockerfile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/dev/docker/onedal-dev.Dockerfile b/dev/docker/onedal-dev.Dockerfile
index 0fffaf03433..14c752202d2 100644
--- a/dev/docker/onedal-dev.Dockerfile
+++ b/dev/docker/onedal-dev.Dockerfile
@@ -56,4 +56,4 @@ RUN ./dev/download_micromkl.sh
 RUN ./dev/download_tbb.sh
 
 # Installing doc build dependency
-RUN pip3 install -r docs/requirements.txt
+#RUN pip3 install -r docs/requirements.txt

From b2dadb9805bcaf92e33c019e6f4ebe18fb3d73e5 Mon Sep 17 00:00:00 2001
From: Nikolay Petrov <nikolay.a.petrov@intel.com>
Date: Sat, 16 Sep 2023 17:17:12 +0100
Subject: [PATCH 39/48] switchign to latest tag

---
 .github/workflows/docker-validation-ci.yml      | 2 +-
 .github/workflows/docker-validation-nightly.yml | 2 +-
 2 files changed, 2 insertions(+), 2 deletions(-)

diff --git a/.github/workflows/docker-validation-ci.yml b/.github/workflows/docker-validation-ci.yml
index e8f76a63797..3c750f8712b 100644
--- a/.github/workflows/docker-validation-ci.yml
+++ b/.github/workflows/docker-validation-ci.yml
@@ -16,4 +16,4 @@ jobs:
       - name: Checkout
         uses: actions/checkout@3df4ab11eba7bda6032a0b82a6bb43b11571feac # v4
       - name: Build docker image
-        run: docker build . --file dev/docker/onedal-dev.Dockerfile --tag onedal-dev:$(date +%s)
+        run: docker build . --file dev/docker/onedal-dev.Dockerfile --tag onedal-dev:latest
diff --git a/.github/workflows/docker-validation-nightly.yml b/.github/workflows/docker-validation-nightly.yml
index b3bda7f1fef..a9c842c1f85 100644
--- a/.github/workflows/docker-validation-nightly.yml
+++ b/.github/workflows/docker-validation-nightly.yml
@@ -28,7 +28,7 @@ jobs:
       - name: Checkout
         uses: actions/checkout@3df4ab11eba7bda6032a0b82a6bb43b11571feac # v4
       - name: Build docker image
-        run: docker build . --file dev/docker/onedal-dev.Dockerfile --tag onedal-dev:$(date +%s)
+        run: docker build . --file dev/docker/onedal-dev.Dockerfile --tag onedal-dev:latest
       - name: Building DAAL
         run: docker run onedal-dev .ci/scripts/build.sh --compiler gnu --optimizations avx2 --target daal --conda-env ci-env
       - name: Building oneDAL

From f8a3e637ab3b3d5f171cb7193b9ecc5f757c1738 Mon Sep 17 00:00:00 2001
From: Nikolay Petrov <nikolay.a.petrov@intel.com>
Date: Sat, 16 Sep 2023 18:38:45 +0100
Subject: [PATCH 40/48] actually running code in docker

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

diff --git a/.github/workflows/docker-validation-nightly.yml b/.github/workflows/docker-validation-nightly.yml
index a9c842c1f85..21704e6ffbf 100644
--- a/.github/workflows/docker-validation-nightly.yml
+++ b/.github/workflows/docker-validation-nightly.yml
@@ -32,6 +32,6 @@ jobs:
       - name: Building DAAL
         run: docker run onedal-dev .ci/scripts/build.sh --compiler gnu --optimizations avx2 --target daal --conda-env ci-env
       - name: Building oneDAL
-        run: .ci/scripts/build.sh --compiler gnu --optimizations avx2 --target oneapi_c
+        run: docker run onedal-dev .ci/scripts/build.sh --compiler gnu --optimizations avx2 --target oneapi_c
       - name: Building oneDAL with bazel
-        run: bazel build :release
+        run: docker run onedal-dev bazel build :release

From a854d0128f75cd3bd4d0bcc55706aee86f1158f7 Mon Sep 17 00:00:00 2001
From: Nikolay Petrov <nikolay.a.petrov@intel.com>
Date: Sat, 16 Sep 2023 19:32:58 +0100
Subject: [PATCH 41/48] merging docker commands in one

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

diff --git a/.github/workflows/docker-validation-nightly.yml b/.github/workflows/docker-validation-nightly.yml
index 21704e6ffbf..5325ff6302a 100644
--- a/.github/workflows/docker-validation-nightly.yml
+++ b/.github/workflows/docker-validation-nightly.yml
@@ -29,9 +29,9 @@ jobs:
         uses: actions/checkout@3df4ab11eba7bda6032a0b82a6bb43b11571feac # v4
       - name: Build docker image
         run: docker build . --file dev/docker/onedal-dev.Dockerfile --tag onedal-dev:latest
-      - name: Building DAAL
-        run: docker run onedal-dev .ci/scripts/build.sh --compiler gnu --optimizations avx2 --target daal --conda-env ci-env
       - name: Building oneDAL
-        run: docker run onedal-dev .ci/scripts/build.sh --compiler gnu --optimizations avx2 --target oneapi_c
+        run: docker run onedal-dev " \
+            .ci/scripts/build.sh --compiler gnu --optimizations avx2 --target daal --conda-env ci-env; \
+            .ci/scripts/build.sh --compiler gnu --optimizations avx2 --target oneapi_c"
       - name: Building oneDAL with bazel
         run: docker run onedal-dev bazel build :release

From ee816109dd43a806158abfc615f62f62265c58c4 Mon Sep 17 00:00:00 2001
From: Nikolay Petrov <nikolay.a.petrov@intel.com>
Date: Sat, 16 Sep 2023 20:28:06 +0100
Subject: [PATCH 42/48] merging docker commands in one

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

diff --git a/.github/workflows/docker-validation-nightly.yml b/.github/workflows/docker-validation-nightly.yml
index 5325ff6302a..00d7f18b25f 100644
--- a/.github/workflows/docker-validation-nightly.yml
+++ b/.github/workflows/docker-validation-nightly.yml
@@ -30,7 +30,7 @@ jobs:
       - name: Build docker image
         run: docker build . --file dev/docker/onedal-dev.Dockerfile --tag onedal-dev:latest
       - name: Building oneDAL
-        run: docker run onedal-dev " \
+        run: docker run onedal-dev sh -c " \
             .ci/scripts/build.sh --compiler gnu --optimizations avx2 --target daal --conda-env ci-env; \
             .ci/scripts/build.sh --compiler gnu --optimizations avx2 --target oneapi_c"
       - name: Building oneDAL with bazel

From e7a1e4f298f6ef8cd7c3882a4bfdb5d051900c57 Mon Sep 17 00:00:00 2001
From: Nikolay Petrov <nikolay.a.petrov@intel.com>
Date: Sat, 16 Sep 2023 20:44:07 +0100
Subject: [PATCH 43/48] merging docker commands in one

---
 .github/workflows/docker-validation-nightly.yml | 4 +---
 1 file changed, 1 insertion(+), 3 deletions(-)

diff --git a/.github/workflows/docker-validation-nightly.yml b/.github/workflows/docker-validation-nightly.yml
index 00d7f18b25f..c4416bc42a0 100644
--- a/.github/workflows/docker-validation-nightly.yml
+++ b/.github/workflows/docker-validation-nightly.yml
@@ -30,8 +30,6 @@ jobs:
       - name: Build docker image
         run: docker build . --file dev/docker/onedal-dev.Dockerfile --tag onedal-dev:latest
       - name: Building oneDAL
-        run: docker run onedal-dev sh -c " \
-            .ci/scripts/build.sh --compiler gnu --optimizations avx2 --target daal --conda-env ci-env; \
-            .ci/scripts/build.sh --compiler gnu --optimizations avx2 --target oneapi_c"
+        run: docker run onedal-dev .ci/scripts/build.sh --compiler gnu --optimizations avx2 --target daal --conda-env ci-env
       - name: Building oneDAL with bazel
         run: docker run onedal-dev bazel build :release

From 934fb3560559e6b7782e528f01557617b7ee0d77 Mon Sep 17 00:00:00 2001
From: Nikolay Petrov <nikolay.a.petrov@intel.com>
Date: Sun, 17 Sep 2023 10:24:49 +0100
Subject: [PATCH 44/48] installing bazel in docker image

---
 dev/docker/onedal-dev.Dockerfile | 4 +++-
 1 file changed, 3 insertions(+), 1 deletion(-)

diff --git a/dev/docker/onedal-dev.Dockerfile b/dev/docker/onedal-dev.Dockerfile
index 14c752202d2..14541f4b4e9 100644
--- a/dev/docker/onedal-dev.Dockerfile
+++ b/dev/docker/onedal-dev.Dockerfile
@@ -44,7 +44,9 @@ RUN .ci/env/apt.sh dpcpp
 RUN .ci/env/apt.sh clang-format
 
 # Installing environment for bazel
-RUN .ci/env/bazelisk.sh
+RUN wget https://github.com/bazelbuild/bazelisk/releases/download/v1.18.0/bazelisk-linux-amd64 && \
+    chmod 755 bazelisk-linux-amd64 && \
+    mv bazelisk-linux-amd64 /usr/bin/bazel
 
 # Installing openBLAS dependency
 RUN .ci/env/openblas.sh

From 2973ee9475edd3b9fd7ed26d0e16035144f9563d Mon Sep 17 00:00:00 2001
From: Nikolay Petrov <nikolay.a.petrov@intel.com>
Date: Sun, 17 Sep 2023 17:51:29 +0100
Subject: [PATCH 45/48] adding build with OpenBLAS to validation

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

diff --git a/.github/workflows/docker-validation-nightly.yml b/.github/workflows/docker-validation-nightly.yml
index c4416bc42a0..023b2aafda3 100644
--- a/.github/workflows/docker-validation-nightly.yml
+++ b/.github/workflows/docker-validation-nightly.yml
@@ -33,3 +33,5 @@ jobs:
         run: docker run onedal-dev .ci/scripts/build.sh --compiler gnu --optimizations avx2 --target daal --conda-env ci-env
       - name: Building oneDAL with bazel
         run: docker run onedal-dev bazel build :release
+      - name: Building oneDAL with OpenBLAS backend
+        run: docker run onedal-dev .ci/scripts/build.sh --compiler gnu --optimizations avx2 --target daal --backend_config ref --conda-env ci-env

From bac4594225a5301028ebaa44e4af78745635d609 Mon Sep 17 00:00:00 2001
From: Nikolay Petrov <nikolay.a.petrov@intel.com>
Date: Sun, 17 Sep 2023 21:10:36 +0100
Subject: [PATCH 46/48] removing build with OpenBLAS to validation

---
 .github/workflows/docker-validation-nightly.yml | 2 --
 1 file changed, 2 deletions(-)

diff --git a/.github/workflows/docker-validation-nightly.yml b/.github/workflows/docker-validation-nightly.yml
index 023b2aafda3..c4416bc42a0 100644
--- a/.github/workflows/docker-validation-nightly.yml
+++ b/.github/workflows/docker-validation-nightly.yml
@@ -33,5 +33,3 @@ jobs:
         run: docker run onedal-dev .ci/scripts/build.sh --compiler gnu --optimizations avx2 --target daal --conda-env ci-env
       - name: Building oneDAL with bazel
         run: docker run onedal-dev bazel build :release
-      - name: Building oneDAL with OpenBLAS backend
-        run: docker run onedal-dev .ci/scripts/build.sh --compiler gnu --optimizations avx2 --target daal --backend_config ref --conda-env ci-env

From 18740ded77450943eefd66f9e702d88576ae4dda Mon Sep 17 00:00:00 2001
From: Nikolay Petrov <nikolay.a.petrov@intel.com>
Date: Mon, 18 Sep 2023 11:02:47 +0100
Subject: [PATCH 47/48] Apply suggestions from code review

Co-authored-by: Alexandra <alexandra.epanchinzeva@intel.com>
---
 INSTALL.md                       |  6 +++---
 dev/bazel/README.md              |  2 +-
 dev/docker/README.md             | 12 ++++++------
 dev/docker/onedal-dev.Dockerfile |  6 ++----
 4 files changed, 12 insertions(+), 14 deletions(-)

diff --git a/INSTALL.md b/INSTALL.md
index fef8bd4fca0..989846a83a3 100644
--- a/INSTALL.md
+++ b/INSTALL.md
@@ -28,10 +28,10 @@ Required Software:
 
 For details, see [System Requirements for oneDAL](https://www.intel.com/content/www/us/en/developer/articles/system-requirements/system-requirements-for-oneapi-data-analytics-library.html).
 
-## Docker development environement
+## Docker Development Environment 
 
-[Docker file](https://github.com/oneapi-src/oneDAL/tree/master/dev) with oneDAL development environemnt
-is avaialbe as alternative for setting up environemnt manually. 
+[Docker file](https://github.com/oneapi-src/oneDAL/tree/master/dev) with the oneDAL development environment
+is available as an alternative to the manual setup. 
 
 ## Installation Steps
 1. Clone the sources from GitHub\* as follows:
diff --git a/dev/bazel/README.md b/dev/bazel/README.md
index 2593342d3e6..e32bc16b04f 100644
--- a/dev/bazel/README.md
+++ b/dev/bazel/README.md
@@ -16,7 +16,7 @@
 *******************************************************************************/-->
 # Bazel Guide
 ## Install Bazel on Linux
-1. Use bazelisk
+1. Use Bazelisk
    ```sh
    wget -O bazel https://github.com/bazelbuild/bazelisk/releases/download/v1.18.0/bazelisk-linux-amd64
    ```
diff --git a/dev/docker/README.md b/dev/docker/README.md
index 9fa9472eedb..df4ba32bd63 100644
--- a/dev/docker/README.md
+++ b/dev/docker/README.md
@@ -15,14 +15,14 @@
 * limitations under the License.
 *******************************************************************************/-->
 
-# Docker dev environemnt
-## How to use
-This is simple docker dev environment intended for oneDAL development and build process.
-It does include dependencies for building all oneDAL components through both make and bazel
+# Docker Development Environment
+## How To Use
+There is a simple docker dev environment for the oneDAL development and build process.
+It includes dependencies for building all oneDAL components with ``make`` and ``bazel``
 
-Note: docker setup assumes that it's executed from oneDAL checkouted repo and copy repo files inside container
+Note: The docker setup assumes that it is executed from the oneDAL repo and copies repo files inside the container
 
-Just run:
+For that, run:
    ```sh
    docker run -it onedal-dev /bin/bash
    ```
diff --git a/dev/docker/onedal-dev.Dockerfile b/dev/docker/onedal-dev.Dockerfile
index 14541f4b4e9..36ae0702dff 100644
--- a/dev/docker/onedal-dev.Dockerfile
+++ b/dev/docker/onedal-dev.Dockerfile
@@ -31,7 +31,7 @@ ENV CONDA_DIR /opt/conda
 RUN wget --quiet https://repo.anaconda.com/miniconda/Miniconda3-latest-Linux-x86_64.sh -O ~/miniconda.sh && \
     /bin/bash ~/miniconda.sh -b -p /opt/conda
 
-# Put conda in path so we can use conda activate
+# Put conda in path to use conda activate
 ENV PATH=$CONDA_DIR/bin:$PATH
 
 # Installing environment for base development dependencies
@@ -54,8 +54,6 @@ RUN .ci/env/openblas.sh
 # Installing MKL dependency
 RUN ./dev/download_micromkl.sh
 
-# Installing TBB dependency
+# Installing oneTBB dependency
 RUN ./dev/download_tbb.sh
 
-# Installing doc build dependency
-#RUN pip3 install -r docs/requirements.txt

From 812454d56781b5a24d1e406bd93ced1272629286 Mon Sep 17 00:00:00 2001
From: Nikolay Petrov <nikolay.a.petrov@intel.com>
Date: Tue, 26 Sep 2023 16:48:23 +0100
Subject: [PATCH 48/48] Apply suggestions from code review

Co-authored-by: Alexander Andreev <alexander.andreev@intel.com>
---
 .ci/pipeline/ci.yml | 4 ++--
 INSTALL.md          | 2 +-
 dev/bazel/README.md | 2 +-
 3 files changed, 4 insertions(+), 4 deletions(-)

diff --git a/.ci/pipeline/ci.yml b/.ci/pipeline/ci.yml
index 5657b13707d..6a8bf2457c4 100755
--- a/.ci/pipeline/ci.yml
+++ b/.ci/pipeline/ci.yml
@@ -185,9 +185,9 @@ jobs:
     BAZEL_CACHE_MAX_SIZE_KB: 4194304 # Size in kilobytes ~ 4Gb
   steps:
   - script: |
+      # sourcing done to set bazel version value from script
       source .ci/env/bazelisk.sh
       echo "##vso[task.setvariable variable=BAZEL_VERSION]${BAZEL_VERSION}"
-    #sourcing done to set bazel version value from script
     displayName: 'install-bazel'
   - script: |
       .ci/scripts/describe_system.sh
@@ -381,7 +381,7 @@ jobs:
   steps:
   - script: |
       brew install dos2unix tree
-      conda create -n ci-env -q -y -c conda-forge python=3.9
+      conda create -n ci-env -q -y -c conda-forge python=3.10
       source /usr/local/miniconda/etc/profile.d/conda.sh
       conda activate ci-env
       pip install -q cpufeature
diff --git a/INSTALL.md b/INSTALL.md
index 989846a83a3..ef09744498b 100644
--- a/INSTALL.md
+++ b/INSTALL.md
@@ -30,7 +30,7 @@ For details, see [System Requirements for oneDAL](https://www.intel.com/content/
 
 ## Docker Development Environment 
 
-[Docker file](https://github.com/oneapi-src/oneDAL/tree/master/dev) with the oneDAL development environment
+[Docker file](https://github.com/oneapi-src/oneDAL/tree/master/dev/docker) with the oneDAL development environment
 is available as an alternative to the manual setup. 
 
 ## Installation Steps
diff --git a/dev/bazel/README.md b/dev/bazel/README.md
index e32bc16b04f..f569e2bb429 100644
--- a/dev/bazel/README.md
+++ b/dev/bazel/README.md
@@ -16,7 +16,7 @@
 *******************************************************************************/-->
 # Bazel Guide
 ## Install Bazel on Linux
-1. Use Bazelisk
+1. Download Bazelisk
    ```sh
    wget -O bazel https://github.com/bazelbuild/bazelisk/releases/download/v1.18.0/bazelisk-linux-amd64
    ```