diff --git a/.bumpversion.cfg b/.bumpversion.cfg
new file mode 100644
index 0000000..6c6e4ca
--- /dev/null
+++ b/.bumpversion.cfg
@@ -0,0 +1,10 @@
+[bumpversion]
+current_version = 0.7.1
+
+[bumpversion:file:pyproject.toml]
+
+[bumpversion:file:sonar-project.properties]
+
+[bumpversion:file:kedro_kubeflow/__init__.py]
+
+[bumpversion:file:.copier-answers.yml]
diff --git a/.codeclimate.yml b/.codeclimate.yml
deleted file mode 100644
index 5405c0b..0000000
--- a/.codeclimate.yml
+++ /dev/null
@@ -1,6 +0,0 @@
-plugins:
-  pylint:
-    enabled: true
-    checks:
-      import-error:
-        enabled: false
diff --git a/.copier-answers.yml b/.copier-answers.yml
new file mode 100644
index 0000000..5e78a46
--- /dev/null
+++ b/.copier-answers.yml
@@ -0,0 +1,22 @@
+# Changes here will be overwritten by Copier
+_commit: v1.0.0
+_src_path: git@github.com:getindata/python-opensource-template.git
+authors:
+- Mateusz Pytel <mateusz.pytel@getindata.com>
+- Mariusz Strzelecki <mariusz.strzelecki@getindata.com>
+description: Kedro plugin with Kubeflow Pipelines support
+docs_url: https://kedro-kubeflow.readthedocs.io/
+full_name: Kedro Kubeflow Plugin
+github_url: https://github.com/getindata/kedro-kubeflow
+initial_version: 0.7.1
+keywords:
+- kedro-plugin
+- kubeflow
+- machinelearning
+- mlops
+- kubeflow-pipelines
+- kedro
+maintainers:
+- GetInData MLOPS <mlops@getindata.com>
+module_name: kedro_kubeflow
+short_name: kedro-kubeflow
diff --git a/.github/CODEOWNERS b/.github/CODEOWNERS
deleted file mode 100644
index d74f5f0..0000000
--- a/.github/CODEOWNERS
+++ /dev/null
@@ -1,2 +0,0 @@
-# Define global code owners
-* @em-pe @szczeles
diff --git a/.github/workflows/codeql-analysis.yml b/.github/workflows/codeql-analysis.yml
deleted file mode 100644
index ff08946..0000000
--- a/.github/workflows/codeql-analysis.yml
+++ /dev/null
@@ -1,72 +0,0 @@
-# For most projects, this workflow file will not need changing; you simply need
-# to commit it to your repository.
-#
-# You may wish to alter this file to override the set of languages analyzed,
-# or to provide custom queries or build logic.
-#
-# ******** NOTE ********
-# We have attempted to detect the languages in your repository. Please check
-# the `language` matrix defined below to confirm you have the correct set of
-# supported CodeQL languages.
-#
-name: "CodeQL"
-
-on:
-  push:
-    branches: [ "develop", master ]
-  pull_request:
-    # The branches below must be a subset of the branches above
-    branches: [ "develop" ]
-  schedule:
-    - cron: '19 13 * * 4'
-
-jobs:
-  analyze:
-    name: Analyze
-    runs-on: ubuntu-latest
-    permissions:
-      actions: read
-      contents: read
-      security-events: write
-
-    strategy:
-      fail-fast: false
-      matrix:
-        language: [ 'python' ]
-        # CodeQL supports [ 'cpp', 'csharp', 'go', 'java', 'javascript', 'python', 'ruby' ]
-        # Learn more about CodeQL language support at https://aka.ms/codeql-docs/language-support
-
-    steps:
-    - name: Checkout repository
-      uses: actions/checkout@v3
-
-    # Initializes the CodeQL tools for scanning.
-    - name: Initialize CodeQL
-      uses: github/codeql-action/init@v2
-      with:
-        languages: ${{ matrix.language }}
-        # If you wish to specify custom queries, you can do so here or in a config file.
-        # By default, queries listed here will override any specified in a config file.
-        # Prefix the list here with "+" to use these queries and those in the config file.
-        
-        # Details on CodeQL's query packs refer to : https://docs.github.com/en/code-security/code-scanning/automatically-scanning-your-code-for-vulnerabilities-and-errors/configuring-code-scanning#using-queries-in-ql-packs
-        # queries: security-extended,security-and-quality
-
-        
-    # Autobuild attempts to build any compiled languages  (C/C++, C#, or Java).
-    # If this step fails, then you should remove it and run the build manually (see below)
-    - name: Autobuild
-      uses: github/codeql-action/autobuild@v2
-
-    # ℹ️ Command-line programs to run using the OS shell.
-    # 📚 See https://docs.github.com/en/actions/using-workflows/workflow-syntax-for-github-actions#jobsjob_idstepsrun
-
-    #   If the Autobuild fails above, remove it and uncomment the following three lines. 
-    #   modify them (or add more) to build your code if your project, please refer to the EXAMPLE below for guidance.
-
-    # - run: |
-    #   echo "Run, Build Application using script"
-    #   ./location_of_script_within_repo/buildscript.sh
-
-    - name: Perform CodeQL Analysis
-      uses: github/codeql-action/analyze@v2
diff --git a/.github/workflows/prepare-release.yml b/.github/workflows/prepare-release.yml
index 0b4f327..5de2bcd 100644
--- a/.github/workflows/prepare-release.yml
+++ b/.github/workflows/prepare-release.yml
@@ -26,11 +26,11 @@ jobs:
         run: |
           echo "INPUT_VERSION_PART: ${{ github.event.inputs.version_part }}"
           python -c "if '${{ github.event.inputs.version_part }}' not in ['patch', 'minor', 'major']:   raise ValueError(\"'${{ github.event.inputs.version_part }}' must be one of ['patch', 'minor', 'major'])\")"
-      - name: Bump the version number  # bump2version is a maintained fork of original bumpversion
+      - name: Bump the version number
         id: bump_version
         run: |
           pip install bump2version
-          bump2version ${{ github.event.inputs.version_part }}
+          bumpversion ${{ github.event.inputs.version_part }}
           echo "::set-output name=package_version::$(cat $PYTHON_PACKAGE/__init__.py | grep -Po  '\d+\.\d+\.\d+')"
       - name: Update the CHANGELOG according to 'Keep a Changelog' guidelines
         uses: thomaseizinger/keep-a-changelog-new-release@v1
@@ -51,7 +51,6 @@ jobs:
           PULL_REQUEST_FROM_BRANCH: release-${{ steps.bump_version.outputs.package_version }}
           PULL_REQUEST_TITLE: "Release ${{ steps.bump_version.outputs.package_version }}"
           PULL_REQUEST_BODY: "Bump version and CHANGELOG for next release."
-          PULL_REQUEST_ASSIGNEES: "em-pe"
       - name: Commit the changes
         run: |
           git commit -am "FIX #${{ steps.open_pr.outputs.pull_request_number }}  - Bump version and CHANGELOG for release ${{ steps.bump_version.outputs.package_version }}"
diff --git a/.github/workflows/publish.yml b/.github/workflows/publish.yml
index 1682055..39d4ae3 100644
--- a/.github/workflows/publish.yml
+++ b/.github/workflows/publish.yml
@@ -24,7 +24,8 @@ jobs:
           python-version: ${{ matrix.python-version }}
       - name: Build package dist from source # A better way will be : https://packaging.python.org/guides/publishing-package-distribution-releases-using-github-actions-ci-cd-workflows/ but pep 517 is still marked as experimental
         run: |
-          python setup.py sdist
+          pip install poetry
+          poetry build
       - name:  Merge back to develop  # we have to set the config first on a fresh machine
         run: |
           git config user.name github-actions
diff --git a/.github/workflows/spellcheck.yml b/.github/workflows/spellcheck.yml
index d03465a..c8f0894 100644
--- a/.github/workflows/spellcheck.yml
+++ b/.github/workflows/spellcheck.yml
@@ -17,4 +17,4 @@ jobs:
       # Spellcheck
       - uses: actions/checkout@v2
       - uses: rojopolis/spellcheck-github-actions@0.25.0
-        name: Spellcheck
+        name: Spellcheck
\ No newline at end of file
diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml
index 9c1ae14..bcf8a61 100644
--- a/.github/workflows/test.yml
+++ b/.github/workflows/test.yml
@@ -1,21 +1,25 @@
-name: Testing
+name: Test
 
 on:
   push:
-    branches:
+    branches: 
+      - master
       - develop
-    paths-ignore: 
+    paths-ignore:
       - "docs/**"
   pull_request:
-    paths-ignore: 
+    branches:
+      - master
+      - develop
+    paths-ignore:
       - "docs/**"
-
 jobs:
-  unit:
+  unit_tests:
+    runs-on: ubuntu-latest
     strategy:
       matrix:
-        python-version: [ '3.8', '3.9', '3.10' ]
-    runs-on: ubuntu-latest
+        python-version: [ '3.8', '3.9', '3.10']
+
     steps:
     - uses: actions/checkout@v2
     
@@ -24,106 +28,147 @@ jobs:
       with:
         python-version: ${{ matrix.python-version }}
 
-    - name: Setup virtualenv
+    - name: Setup poetry
       run: |
         python -V
-        python -m pip install virtualenv
-        virtualenv venv
-        source venv/bin/activate
-   
+        python -m pip install poetry
+
     - name: Check pre-commit status
       run: |
-        pip install .[tests]
-        pre-commit run --all-files
+        poetry install -v
+        poetry run pre-commit run --all-files
 
     - name: Test with tox
       run: |
         pip install tox-pip-version tox-gh-actions
-        tox -v 
-    
-    - name: Report coverage
-      if: (github.event.pull_request.head.repo.full_name || github.push.repository.full_name) == github.repository && ${{ matrix.python-version }} == '3.10'
-      uses: paambaati/codeclimate-action@v2.7.5
-      env:
-        CC_TEST_REPORTER_ID: ${{ secrets.CODE_CLIMATE }}
+        tox -v
+
+    - name: Store coverage reports
+      uses: actions/upload-artifact@v3
       with:
-        coverageCommand: coverage xml
-        debug: true
-        coverageLocations: coverage.xml:coverage.py
+        name: coverage-${{ matrix.python-version }}
+        path: coverage.xml
+        if-no-files-found: error
 
-  e2e:
-    if: (github.event.pull_request.head.repo.full_name || github.push.repository.full_name) == github.repository
+  sonarcloud:
     runs-on: ubuntu-latest
-    needs: unit
+    needs: unit_tests
     steps:
+
     - uses: actions/checkout@v2
-    
-    - name: Setup python
-      uses: actions/setup-python@v2.2.1
       with:
-        python-version: '3.10'
+        fetch-depth: 0
 
-    - name: Setup virtualenv
-      run: |
-        python -V
-        python -m pip install virtualenv
-        virtualenv venv
-        source venv/bin/activate
-   
-    - name: Initialize kedro spaceflights project
-      run: |
-        pip install .
-        kedro new --starter spaceflights --config tests/e2e/starter-config.yml --verbose
+    - uses: actions/download-artifact@v3
+      with:
+        name: coverage-3.9
+        path: .
 
-    - name: Install project dependencies
-      working-directory: ./spaceflights
-      run: |
-        echo "kedro-kubeflow[gcp] @ git+https://github.com/getindata/kedro-kubeflow.git@$GITHUB_SHA" >> src/requirements.txt
-        echo "kedro-docker" >> src/requirements.txt
-        sed -i '/kedro-telemetry/d' src/requirements.txt
-        cat src/requirements.txt
-        pip install -r src/requirements.txt
-
-    - name: Init and update configuration
-      working-directory: ./spaceflights
-      run: |
-        kedro docker init
-        kedro kubeflow init http://localhost:9000
-        echo "!data/01_raw" >> .dockerignore
-        mv ../tests/e2e/catalog.yml conf/base/catalog.yml
-        rm -f conf/base/kubeflow.y*
-        mv ../tests/e2e/kubeflow.yml conf/base/kubeflow.yml
-
-    - name: Prepare docker env
-      uses: docker/setup-buildx-action@v1
+    - name: SonarCloud Scan
+      uses: sonarsource/sonarcloud-github-action@master
       with:
-        install: true
+        projectBaseDir: ${{ github.workspace }}
+      env:
+        GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+        SONAR_TOKEN: ${{ secrets.SONARCLOUD_TOKEN }}
 
-    - name: Build pipeline docker image
-      working-directory: ./spaceflights
-      run: |
-        docker build --build-arg BASE_IMAGE=python:3.8-buster --tag kedro-kubeflow-e2e:latest --load .
+  codeql:
+    runs-on: ubuntu-latest
+    needs: unit_tests
+    permissions:
+      actions: read
+      contents: read
+      security-events: write
 
-    - name: Publish docker image to GCR
-      uses: mattes/gce-docker-push-action@v1
-      with:
-        creds: ${{ secrets.GOOGLE_CLOUD_TOKEN_JSON }}
-        src: kedro-kubeflow-e2e:latest
-        dst: gcr.io/gid-ml-ops-sandbox/kedro-kubeflow-e2e:${{ github.sha }}
+    steps:
+      - name: Checkout repository
+        uses: actions/checkout@v3
 
-    - name: Set up GCP Credentials
-      uses: google-github-actions/auth@v0.6.0
-      with:
-        credentials_json: ${{ secrets.GOOGLE_CLOUD_TOKEN_JSON }}
-        create_credentials_file: true
-        cleanup_credentials: true
+      # Initializes the CodeQL tools for scanning.
+      - name: Initialize CodeQL
+        uses: github/codeql-action/init@v2
+        with:
+          languages: python
 
-    - name: Run project on kubeflow pipelines
-      working-directory: spaceflights
-      run: |
-        kedro kubeflow upload-pipeline
-        kedro kubeflow run-once --wait-for-completion --timeout 1200
-      env:
-        KEDRO_CONFIG_KUBEFLOW_HOSTNAME: ${{ secrets.KUBEFLOW_HOSTNAME }}
-        KEDRO_CONFIG_COMMIT_ID: ${{ github.sha }}
-        KEDRO_CONFIG_RUN_ID: ${{ github.run_id }}
+      - name: Autobuild
+        uses: github/codeql-action/autobuild@v2
+
+      - name: Perform CodeQL Analysis
+        uses: github/codeql-action/analyze@v2
+
+  e2e_tests:
+    if: (github.event.pull_request.head.repo.full_name || github.push.repository.full_name) == github.repository
+    runs-on: ubuntu-latest
+    needs: [unit_tests, sonarcloud, codeql]
+    steps:
+      - uses: actions/checkout@v2
+
+      - name: Setup python
+        uses: actions/setup-python@v2.2.1
+        with:
+          python-version: '3.10'
+
+      - name: Setup virtualenv
+        run: |
+          python -V
+          python -m pip install virtualenv
+          virtualenv venv
+          source venv/bin/activate
+
+      - name: Initialize kedro spaceflights project
+        run: |
+          pip install .
+          kedro new --starter spaceflights --config tests/e2e/starter-config.yml --verbose
+
+      - name: Install project dependencies
+        working-directory: ./spaceflights
+        run: |
+          echo "kedro-kubeflow[gcp] @ git+https://github.com/getindata/kedro-kubeflow.git@$GITHUB_SHA" >> src/requirements.txt
+          echo "kedro-docker" >> src/requirements.txt
+          sed -i '/kedro-telemetry/d' src/requirements.txt
+          cat src/requirements.txt
+          pip install -r src/requirements.txt
+
+      - name: Init and update configuration
+        working-directory: ./spaceflights
+        run: |
+          kedro docker init
+          kedro kubeflow init http://localhost:9000
+          echo "!data/01_raw" >> .dockerignore
+          mv ../tests/e2e/catalog.yml conf/base/catalog.yml
+          rm -f conf/base/kubeflow.y*
+          mv ../tests/e2e/kubeflow.yml conf/base/kubeflow.yml
+
+      - name: Prepare docker env
+        uses: docker/setup-buildx-action@v1
+        with:
+          install: true
+
+      - name: Build pipeline docker image
+        working-directory: ./spaceflights
+        run: |
+          docker build --build-arg BASE_IMAGE=python:3.8-buster --tag kedro-kubeflow-e2e:latest --load .
+
+      - name: Publish docker image to GCR
+        uses: mattes/gce-docker-push-action@v1
+        with:
+          creds: ${{ secrets.GOOGLE_CLOUD_TOKEN_JSON }}
+          src: kedro-kubeflow-e2e:latest
+          dst: gcr.io/gid-ml-ops-sandbox/kedro-kubeflow-e2e:${{ github.sha }}
+
+      - name: Set up GCP Credentials
+        uses: google-github-actions/auth@v0.6.0
+        with:
+          credentials_json: ${{ secrets.GOOGLE_CLOUD_TOKEN_JSON }}
+          create_credentials_file: true
+          cleanup_credentials: true
+
+      - name: Run project on kubeflow pipelines
+        working-directory: spaceflights
+        run: |
+          kedro kubeflow upload-pipeline
+          kedro kubeflow run-once --wait-for-completion --timeout 1200
+        env:
+          KEDRO_CONFIG_KUBEFLOW_HOSTNAME: ${{ secrets.KUBEFLOW_HOSTNAME }}
+          KEDRO_CONFIG_COMMIT_ID: ${{ github.sha }}
+          KEDRO_CONFIG_RUN_ID: ${{ github.run_id }}
diff --git a/.gitignore b/.gitignore
index 2d6514f..6007e80 100644
--- a/.gitignore
+++ b/.gitignore
@@ -1,3 +1,33 @@
+##########################
+# KEDRO PROJECT
+
+# ignore all local configuration
+conf/local/**
+!conf/local/.gitkeep
+.telemetry
+
+# ignore potentially sensitive credentials files
+conf/base/credentials.yml
+
+# ignore everything in the following folders
+data/**
+logs/**
+
+# except their sub-folders
+!data/**/
+!logs/**/
+
+# also keep all .gitkeep files
+!.gitkeep
+
+# also keep the test dataset and dataset schema
+!data/test/bq_ga4_test_data.csv
+!data/schema/dataset_schema.proto
+
+
+##########################
+# Common files
+
 # IntelliJ
 .idea/
 *.iml
@@ -22,6 +52,12 @@ out/
 /.emacs.desktop.lock
 *.elc
 
+# JIRA plugin
+atlassian-ide-plugin.xml
+dictionary.dic
+# C extensions
+*.so
+
 ### Python template
 # Byte-compiled / optimized / DLL files
 __pycache__/
@@ -104,12 +140,12 @@ target/
 # celery beat schedule file
 celerybeat-schedule
 
-
 # SageMath parsed files
 *.sage.py
 
 # Environments
 .env
+.envrc
 .venv
 env/
 venv/
@@ -123,9 +159,18 @@ venv.bak/
 # mypy
 .mypy_cache/
 
-# pyspelling
-dictionary.dic
+credentials.json
+
+/mlruns/
+/ga4/
+
+# terraform
+terraform/terraform.tfstate.backup
+terraform/.terraform.lock.hcl
+terraform/.terraform/providers/registry.terraform.io/hashicorp/google-beta/4.21.0/darwin_amd64/terraform-provider-google-beta_v4.21.0_x5
+terraform/.terraform/providers/registry.terraform.io/hashicorp/google/4.21.0/darwin_amd64/terraform-provider-google_v4.21.0_x5
+terraform/terraform.tfstate
 
-docs/_build
+.idea
+conf/azure/credentials.yml
 
-spaceflights/
diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
deleted file mode 100644
index 2e80cee..0000000
--- a/.gitlab-ci.yml
+++ /dev/null
@@ -1,37 +0,0 @@
-image: python:latest
-
-stages:
-  - test
-  - release
-
-cache:
-  paths:
-    - .cache/pip
-    - venv/
-
-before_script:
-  - python -V  # Print out python version for debugging
-  - pip install virtualenv
-  - virtualenv venv
-  - source venv/bin/activate
-
-test:
-  stage: test
-  script:
-    - pip install tox flake8 
-    - tox -e py37
-  artifacts:
-    reports:
-      cobertura: coverage.xml
-
-release:
-  stage: release
-  script:
-    - pip install twine
-    - python setup.py sdist bdist_wheel
-    - TWINE_PASSWORD=${CI_JOB_TOKEN} TWINE_USERNAME=gitlab-ci-token python -m twine upload --repository-url https://gitlab.com/api/v4/projects/${CI_PROJECT_ID}/packages/pypi dist/*
-  artifacts:
-    paths:
-      - dist/*.whl
-  only:
-    - master
diff --git a/.isort.cfg b/.isort.cfg
deleted file mode 100644
index cdab8f2..0000000
--- a/.isort.cfg
+++ /dev/null
@@ -1,2 +0,0 @@
-[settings]
-known_third_party = click,google,kedro,kfp,kubernetes,semver,setuptools,tabulate
diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 58329a1..451e296 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -5,7 +5,7 @@ repos:
   - id: isort
     args: ["--profile", "black", "--line-length=79"]
 - repo: https://github.com/psf/black
-  rev: 22.6.0
+  rev: 22.3.0
   hooks:
   - id: black
 - repo: https://github.com/pre-commit/pre-commit-hooks
diff --git a/.readthedocs.yaml b/.readthedocs.yaml
new file mode 100644
index 0000000..639e3cb
--- /dev/null
+++ b/.readthedocs.yaml
@@ -0,0 +1,29 @@
+# .readthedocs.yaml
+# Read the Docs configuration file
+# See https://docs.readthedocs.io/en/stable/config-file/v2.html for details
+
+# Required
+version: 2
+
+# Set the version of Python and other tools you might need
+build:
+  os: ubuntu-20.04
+  tools:
+    python: "3.8"
+
+# Build documentation in the docs/ directory with Sphinx
+sphinx:
+  configuration: docs/conf.py
+
+formats:
+  - pdf
+  - epub
+
+python:
+  install:
+    - requirements: docs/requirements.txt
+    - method: pip
+      path: .
+
+
+
diff --git a/.spellcheck.yml b/.spellcheck.yml
index 6bfc9df..9abf0ea 100644
--- a/.spellcheck.yml
+++ b/.spellcheck.yml
@@ -5,31 +5,31 @@ matrix:
       ignore-case: ""
       lang: en
     sources:
-    - "docs/**/*.md"
-    - "CONTRIBUTING.md"
-    - "README.md"
+      - "docs/**/*.md"
+      - "CONTRIBUTING.md"
+      - "README.md"
     default_encoding: utf-8
     pipeline:
-    - pyspelling.filters.context:
-        context_visible_first: true
-        escapes: \\[\\`~]
-        delimiters:
-        # Ignore multiline content between fences (fences can have 3 or more back ticks)
-        # ```
-        # content
-        # ```
-        - open: '^(?s)(?P<open>`{1,3})[^`]'
-          close: '(?P=open)'
-        # Ignore text between inline back ticks
-        - open: '(?P<open>`)[^`]'
-          close: '(?P=open)'
-        # Ignore text in brackets [] and () 
-        - open: '\['
-          close: '\]'
-        - open: '\('
-          close: '\)'
-        - open: '\{'
-          close: '\}'
+      - pyspelling.filters.context:
+          context_visible_first: true
+          escapes: \\[\\`~]
+          delimiters:
+            # Ignore multiline content between fences (fences can have 3 or more back ticks)
+            # ```
+            # content
+            # ```
+            - open: '^(?s)(?P<open>`{1,3})[^`]'
+              close: '(?P=open)'
+            # Ignore text between inline back ticks
+            - open: '(?P<open>`)[^`]'
+              close: '(?P=open)'
+            # Ignore text in brackets [] and ()
+            - open: '\['
+              close: '\]'
+            - open: '\('
+              close: '\)'
+            - open: '\{'
+              close: '\}'
     dictionary:
       wordlists:
-      - docs/spellcheck_exceptions.txt
+        - docs/spellcheck_exceptions.txt
\ No newline at end of file
diff --git a/CHANGELOG.md b/CHANGELOG.md
index 2d4da61..33d94c9 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -2,6 +2,11 @@
 
 ## [Unreleased]
 
+## [0.7.1] - 2022-09-21
+
+-   Support latest changes in Dex login screens
+-   Improvements in build process (migrated build tool to poetry, quality gate switched to sonarcloud)
+
 ## [0.7.0] - 2022-08-22
 
 -   Added testing and support for python versions 3.9, 3.10
@@ -154,7 +159,9 @@
 -   Method to schedule runs for most recent version of given pipeline `kedro kubeflow schedule` 
 -   Shortcut to open UI for pipelines using `kedro kubeflow ui` 
 
-[Unreleased]: https://github.com/getindata/kedro-kubeflow/compare/0.7.0...HEAD
+[Unreleased]: https://github.com/getindata/kedro-kubeflow/compare/0.7.1...HEAD
+
+[0.7.1]: https://github.com/getindata/kedro-kubeflow/compare/0.7.0...0.7.1
 
 [0.7.0]: https://github.com/getindata/kedro-kubeflow/compare/0.6.4...0.7.0
 
diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md
index f5c6599..4fb6425 100644
--- a/CONTRIBUTING.md
+++ b/CONTRIBUTING.md
@@ -1,71 +1,25 @@
-# Contributing guidelines 
 
-Everyone is welcome to contribute to the code of this plugin, however we have some automation and guidelines you should get familiar with first.
-
-### PR Guidelines
+## PR Guidelines
 1. Fork branch from `develop`.
-1. Ensure to provide unit tests for new functionality.
-1. Install dev requirements: `pip install -r requirements-dev.txt` and setup a hook: `pre-commit install`
-1. For commits we follow [angular commit messages guideline](https://github.com/angular/angular/blob/main/CONTRIBUTING.md#commit).
-1. Update documentation accordingly.
-1. Update [changelog](https://github.com/getindata/kedro-kubeflow/blob/develop/CHANGELOG.md) according to ["Keep a changelog"](https://keepachangelog.com/en/1.0.0/) guidelines.
-1. Squash changes with a single commit as much as possible and ensure verbose PR name.
-1. Open a PR against `develop`
-
-*We reserve the right to take over and modify or abandon PRs that do not match the workflow or are abandoned.* 
-
-(updating-the-documentation)=
-### Updating the documentation
-
-For documentation updates we have `docs/Makefile` that runs `Sphinx` to update the [readthedocs](https://kedro-kubeflow.readthedocs.io).
-
-There is automation using github actions that checks the spelling of the docs. [Links](updating-the-documentation), `inline blocks escaped with back ticks` \`...\` and 
-```
-triple backtick blocks
-```
-are omitted. 
- 
- In order to add new spelling exceptions, append them to the `docs/spellcheck_exceptions.txt` file.
-
-For documentation syntax, we use Markdown with [myst](https://myst-parser.readthedocs.io/en/latest/syntax/syntax.html) parser.
-
-##### Templating
-
-We have `jinja` available to be used in documentation. The variables are defined in `docs/conf.py` in `myst_substitutions`. By default the following are available:
-
- - `release` - the package version with which it was built
- - `req_<package>` - the specification of version package requirement range in `setup.py`
- - `req_lower_<package>` - the specification of version package requirement lower bound in `setup.py`
- - `req_upper_<package>` - the specification of version package requirement upper bound in `setup.py`
- - `req_build_<package>` - the specification of version package with which it was built
-
-The templates do not work inside code fences or links. You can workaround that by putting whole code fence inside `jinja` and then use the formatting inside. See the [substitution documentation](https://myst-parser.readthedocs.io/en/latest/syntax/optional.html#substitutions-with-jinja2) for details.
-
-```{warning}
-The substitutions do not seem to be fully `jinja2` capable. While expressions `{{ }}` do work, the control statements `{% %}` do not.
-```
-
-### Pre-commit and github hooks
-
-For linting and keeping code clean we use pre-commit package to join with github hooks. Use it by doing:
-
-```console
-$ pip install pre-commit
-$ pre-commit install
-```
+2. Ensure to provide unit tests for new functionality.
+3. Install dev requirements: `poetry install` and setup a hook: `pre-commit install`
+4. Update documentation accordingly.
+5. Update [changelog](CHANGELOG.md) according to ["Keep a changelog"](https://keepachangelog.com/en/1.0.0/) guidelines.
+6. Squash changes with a single commit as much as possible and ensure verbose PR name.
+Open a PR against `develop`
 
-You can test github actions locally with [act](https://github.com/nektos/act).
+* We reserve the right to take over and modify or abandon PRs that do not match the workflow or are abandoned.* 
 
-### Release workflow
+## Release workflow
 
 1. Create the release candidate:
     - Go to the [Prepare release](https://github.com/getindata/kedro-kubeflow/actions?query=workflow%3A%22Prepare+release%22) action.
     - Click "Run workflow"
     - Enter the part of the version to bump (one of `<major>.<minor>.<patch>`). Minor (x.**x**.x) is a default. 
 2. If the workflow has run successfully:
-    - Go to the newly opened PR named `Release candidate <version>`
+    - Go to the newly opened PR named `Release candidate `<version>`
     - Check that changelog and version have been properly updated. If not pull the branch and apply manual changes if necessary.
-    - Merge the PR to master
+    - Merge the PR to master (merge commit, NOT squash)
 3. Checkout the [Publish](https://github.com/getindata/kedro-kubeflow/actions?query=workflow%3APublish) workflow to see if:
     - The package has been uploaded on PyPI successfully
     - The changes have been merged back to develop
diff --git a/LICENSE b/LICENSE
index 261eeb9..f49a4e1 100644
--- a/LICENSE
+++ b/LICENSE
@@ -198,4 +198,4 @@
    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.
+   limitations under the License.
\ No newline at end of file
diff --git a/README.md b/README.md
index f8762e9..460a3d5 100644
--- a/README.md
+++ b/README.md
@@ -1,13 +1,13 @@
 # Kedro Kubeflow Plugin
 
 [![Python Version](https://img.shields.io/pypi/pyversions/kedro-kubeflow)](https://github.com/getindata/kedro-kubeflow)
-[![License](https://img.shields.io/badge/license-Apache%202.0-blue.svg)](https://opensource.org/licenses/Apache-2.0) 
+[![License](https://img.shields.io/badge/license-Apache%202.0-blue.svg)](https://opensource.org/licenses/Apache-2.0)
 [![SemVer](https://img.shields.io/badge/semver-2.0.0-green)](https://semver.org/)
 [![PyPI version](https://badge.fury.io/py/kedro-kubeflow.svg)](https://pypi.org/project/kedro-kubeflow/)
-[![Downloads](https://img.shields.io/pypi/dm/kedro-kubeflow)](https://img.shields.io/pypi/dm/kedro-kubeflow) 
+[![Downloads](https://pepy.tech/badge/kedro-kubeflow)](https://pepy.tech/project/kedro-kubeflow)
 
-[![Maintainability](https://api.codeclimate.com/v1/badges/fff07cbd2e5012a045a3/maintainability)](https://codeclimate.com/github/getindata/kedro-kubeflow/maintainability) 
-[![Test Coverage](https://api.codeclimate.com/v1/badges/fff07cbd2e5012a045a3/test_coverage)](https://codeclimate.com/github/getindata/kedro-kubeflow/test_coverage)
+[![Maintainability Rating](https://sonarcloud.io/api/project_badges/measure?project=getindata_kedro-kubeflow&metric=sqale_rating)](https://sonarcloud.io/summary/new_code?id=getindata_kedro-kubeflow)
+[![Coverage](https://sonarcloud.io/api/project_badges/measure?project=getindata_kedro-kubeflow&metric=coverage)](https://sonarcloud.io/summary/new_code?id=getindata_kedro-kubeflow)
 [![Documentation Status](https://readthedocs.org/projects/kedro-kubeflow/badge/?version=latest)](https://kedro-kubeflow.readthedocs.io/en/latest/?badge=latest)
 
 ## About
diff --git a/docs/conf.py b/docs/conf.py
index 4fe707b..6328d42 100644
--- a/docs/conf.py
+++ b/docs/conf.py
@@ -19,7 +19,7 @@
 from pip._vendor import pkg_resources
 
 from kedro_kubeflow import __name__ as _package_name
-from kedro_kubeflow import version as release
+from kedro_kubeflow import __version__ as release
 
 # -- Project information -----------------------------------------------------
 
@@ -76,13 +76,7 @@ def update_templates_with_requirements(packages_set, label):
 
 
 base_requirements = set(_package.requires())
-extra_requires = {
-    extra: set(_package.requires(extras=(extra,))) - base_requirements
-    for extra in _package.extras
-}
 update_templates_with_requirements(base_requirements, "req_")
-for extra, reqs in extra_requires.items():
-    update_templates_with_requirements(reqs, f"req_{extra}_")
 
 
 print("Available patterns for substituion:")
diff --git a/docs/requirements.txt b/docs/requirements.txt
index d636dcf..beefe52 100644
--- a/docs/requirements.txt
+++ b/docs/requirements.txt
@@ -1,4 +1,4 @@
-sphinx~=5.0.2
+sphinx
 sphinx_rtd_theme
 recommonmark
 myst-parser
diff --git a/kedro_kubeflow/__init__.py b/kedro_kubeflow/__init__.py
index c878fbf..a5f830a 100644
--- a/kedro_kubeflow/__init__.py
+++ b/kedro_kubeflow/__init__.py
@@ -1,3 +1 @@
-"""kedro_kubeflow."""
-
-version = "0.7.0"
+__version__ = "0.7.1"
diff --git a/kedro_kubeflow/auth.py b/kedro_kubeflow/auth.py
index 36ad561..5bf3969 100644
--- a/kedro_kubeflow/auth.py
+++ b/kedro_kubeflow/auth.py
@@ -1,3 +1,4 @@
+import html
 import logging
 import os
 import re
@@ -49,6 +50,12 @@ def obtain_id_token(self):
         finally:
             return jwt_token
 
+    # DEX supports Resource Owner Password Credentials Grant only for LDAP connectors.
+    # And it doesn't work for Open ID Connect, e.g. Google (Moreover,
+    # Google doesn't support such a flow at all).
+    # Here is a hacky workaround - we imitate a web browser to navigate to the login page and
+    # proceed with 'Log in with Email'. It does work,
+    # but it is prone to errors if anything substantial changes in the way DEX handles login screens.
     def obtain_dex_authservice_session(self, kfp_api):
         if DEX_USERNAME not in os.environ or DEX_PASSWORD not in os.environ:
             self.log.debug(
@@ -57,21 +64,34 @@ def obtain_dex_authservice_session(self, kfp_api):
             return None
 
         s = requests.Session()
+        kfp_url_parts = urlsplit(kfp_api)
+
+        def extract_url(regexp, response: str):
+            form_url = re.search(regexp, response)
+
+            if form_url:
+                return urlunsplit(
+                    [
+                        kfp_url_parts.scheme,
+                        kfp_url_parts.netloc,
+                        html.unescape(form_url.group(0)),
+                        None,
+                        None,
+                    ]
+                )
+            return None
+
         r = s.get(kfp_api)
-        form_relative_url = re.search(
-            '/dex/auth/local\\?req=([^"]*)', r.text
-        ).group(0)
 
-        kfp_url_parts = urlsplit(kfp_api)
-        form_absolute_url = urlunsplit(
-            [
-                kfp_url_parts.scheme,
-                kfp_url_parts.netloc,
-                form_relative_url,
-                None,
-                None,
-            ]
-        )
+        login_url = extract_url('/dex/auth/local\\?req=[^"]*', r.text)
+
+        if not login_url:
+
+            login_form_url = extract_url('/dex/auth/local\\?[^"]*', r.text)
+
+            r = s.get(login_form_url)
+
+            login_url = extract_url('/dex/auth/local/login\\?[^"]*', r.text)
 
         headers = {
             "Content-Type": "application/x-www-form-urlencoded",
@@ -81,5 +101,5 @@ def obtain_dex_authservice_session(self, kfp_api):
             "password": os.environ[DEX_PASSWORD],
         }
 
-        s.post(form_absolute_url, headers=headers, data=data)
+        s.post(login_url, headers=headers, data=data)
         return s.cookies.get_dict()["authservice_session"]
diff --git a/poetry.lock b/poetry.lock
new file mode 100644
index 0000000..2368fcf
--- /dev/null
+++ b/poetry.lock
@@ -0,0 +1,3031 @@
+[[package]]
+name = "absl-py"
+version = "1.2.0"
+description = "Abseil Python Common Libraries, see https://github.com/abseil/abseil-py."
+category = "main"
+optional = false
+python-versions = ">=3.6"
+
+[[package]]
+name = "aiohttp"
+version = "3.8.1"
+description = "Async http client/server framework (asyncio)"
+category = "main"
+optional = true
+python-versions = ">=3.6"
+
+[package.dependencies]
+aiosignal = ">=1.1.2"
+async-timeout = ">=4.0.0a3,<5.0"
+attrs = ">=17.3.0"
+charset-normalizer = ">=2.0,<3.0"
+frozenlist = ">=1.1.1"
+multidict = ">=4.5,<7.0"
+yarl = ">=1.0,<2.0"
+
+[package.extras]
+speedups = ["aiodns", "brotli", "cchardet"]
+
+[[package]]
+name = "aiosignal"
+version = "1.2.0"
+description = "aiosignal: a list of registered asynchronous callbacks"
+category = "main"
+optional = true
+python-versions = ">=3.6"
+
+[package.dependencies]
+frozenlist = ">=1.1.0"
+
+[[package]]
+name = "alembic"
+version = "1.8.1"
+description = "A database migration tool for SQLAlchemy."
+category = "main"
+optional = true
+python-versions = ">=3.7"
+
+[package.dependencies]
+importlib-metadata = {version = "*", markers = "python_version < \"3.9\""}
+importlib-resources = {version = "*", markers = "python_version < \"3.9\""}
+Mako = "*"
+SQLAlchemy = ">=1.3.0"
+
+[package.extras]
+tz = ["python-dateutil"]
+
+[[package]]
+name = "anyconfig"
+version = "0.10.1"
+description = "Library provides common APIs to load and dump configuration files in various formats"
+category = "main"
+optional = false
+python-versions = "*"
+
+[package.extras]
+devel = ["coveralls", "flake8 (<3.5.0)", "mock", "nose", "pycodestyle (<2.4.0)", "pylint"]
+query = ["jmespath"]
+schema = ["jsonschema"]
+template = ["jinja2"]
+toml = ["toml"]
+yaml = ["pyyaml"]
+
+[[package]]
+name = "arrow"
+version = "1.2.2"
+description = "Better dates & times for Python"
+category = "main"
+optional = false
+python-versions = ">=3.6"
+
+[package.dependencies]
+python-dateutil = ">=2.7.0"
+
+[[package]]
+name = "async-timeout"
+version = "4.0.2"
+description = "Timeout context manager for asyncio programs"
+category = "main"
+optional = true
+python-versions = ">=3.6"
+
+[[package]]
+name = "atomicwrites"
+version = "1.4.1"
+description = "Atomic file writes."
+category = "dev"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+
+[[package]]
+name = "attrs"
+version = "21.4.0"
+description = "Classes Without Boilerplate"
+category = "main"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+
+[package.extras]
+dev = ["cloudpickle", "coverage[toml] (>=5.0.2)", "furo", "hypothesis", "mypy", "pre-commit", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "six", "sphinx", "sphinx-notfound-page", "zope.interface"]
+docs = ["furo", "sphinx", "sphinx-notfound-page", "zope.interface"]
+tests = ["cloudpickle", "coverage[toml] (>=5.0.2)", "hypothesis", "mypy", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "six", "zope.interface"]
+tests_no_zope = ["cloudpickle", "coverage[toml] (>=5.0.2)", "hypothesis", "mypy", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "six"]
+
+[[package]]
+name = "binaryornot"
+version = "0.4.4"
+description = "Ultra-lightweight pure Python package to check if a file is binary or text."
+category = "main"
+optional = false
+python-versions = "*"
+
+[package.dependencies]
+chardet = ">=3.0.2"
+
+[[package]]
+name = "build"
+version = "0.8.0"
+description = "A simple, correct PEP 517 build frontend"
+category = "main"
+optional = false
+python-versions = ">=3.6"
+
+[package.dependencies]
+colorama = {version = "*", markers = "os_name == \"nt\""}
+packaging = ">=19.0"
+pep517 = ">=0.9.1"
+tomli = {version = ">=1.0.0", markers = "python_version < \"3.11\""}
+
+[package.extras]
+docs = ["furo (>=2021.08.31)", "sphinx (>=4.0,<5.0)", "sphinx-argparse-cli (>=1.5)", "sphinx-autodoc-typehints (>=1.10)"]
+test = ["filelock (>=3)", "pytest (>=6.2.4)", "pytest-cov (>=2.12)", "pytest-mock (>=2)", "pytest-rerunfailures (>=9.1)", "pytest-xdist (>=1.34)", "setuptools (>=42.0.0)", "setuptools (>=56.0.0)", "toml (>=0.10.0)", "wheel (>=0.36.0)"]
+typing = ["importlib-metadata (>=4.6.4)", "mypy (==0.950)", "typing-extensions (>=3.7.4.3)"]
+virtualenv = ["virtualenv (>=20.0.35)"]
+
+[[package]]
+name = "cachetools"
+version = "4.2.4"
+description = "Extensible memoizing collections and decorators"
+category = "main"
+optional = false
+python-versions = "~=3.5"
+
+[[package]]
+name = "certifi"
+version = "2022.6.15"
+description = "Python package for providing Mozilla's CA Bundle."
+category = "main"
+optional = false
+python-versions = ">=3.6"
+
+[[package]]
+name = "cfgv"
+version = "3.3.1"
+description = "Validate configuration and produce human readable error messages."
+category = "dev"
+optional = false
+python-versions = ">=3.6.1"
+
+[[package]]
+name = "chardet"
+version = "5.0.0"
+description = "Universal encoding detector for Python 3"
+category = "main"
+optional = false
+python-versions = ">=3.6"
+
+[[package]]
+name = "charset-normalizer"
+version = "2.1.1"
+description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
+category = "main"
+optional = false
+python-versions = ">=3.6.0"
+
+[package.extras]
+unicode_backport = ["unicodedata2"]
+
+[[package]]
+name = "click"
+version = "8.1.3"
+description = "Composable command line interface toolkit"
+category = "main"
+optional = false
+python-versions = ">=3.7"
+
+[package.dependencies]
+colorama = {version = "*", markers = "platform_system == \"Windows\""}
+
+[[package]]
+name = "cloudpickle"
+version = "2.1.0"
+description = "Extended pickling support for Python objects"
+category = "main"
+optional = false
+python-versions = ">=3.6"
+
+[[package]]
+name = "colorama"
+version = "0.4.5"
+description = "Cross-platform colored terminal text."
+category = "main"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+
+[[package]]
+name = "commonmark"
+version = "0.9.1"
+description = "Python parser for the CommonMark Markdown spec"
+category = "main"
+optional = false
+python-versions = "*"
+
+[package.extras]
+test = ["flake8 (==3.7.8)", "hypothesis (==3.55.3)"]
+
+[[package]]
+name = "cookiecutter"
+version = "2.1.1"
+description = "A command-line utility that creates projects from project templates, e.g. creating a Python package project from a Python package project template."
+category = "main"
+optional = false
+python-versions = ">=3.7"
+
+[package.dependencies]
+binaryornot = ">=0.4.4"
+click = ">=7.0,<9.0.0"
+Jinja2 = ">=2.7,<4.0.0"
+jinja2-time = ">=0.2.0"
+python-slugify = ">=4.0.0"
+pyyaml = ">=5.3.1"
+requests = ">=2.23.0"
+
+[[package]]
+name = "coverage"
+version = "6.4.4"
+description = "Code coverage measurement for Python"
+category = "dev"
+optional = false
+python-versions = ">=3.7"
+
+[package.dependencies]
+tomli = {version = "*", optional = true, markers = "python_full_version <= \"3.11.0a6\" and extra == \"toml\""}
+
+[package.extras]
+toml = ["tomli"]
+
+[[package]]
+name = "databricks-cli"
+version = "0.17.2"
+description = "A command line interface for Databricks"
+category = "main"
+optional = true
+python-versions = "*"
+
+[package.dependencies]
+click = ">=7.0"
+oauthlib = ">=3.1.0"
+pyjwt = ">=1.7.0"
+requests = ">=2.17.3"
+six = ">=1.10.0"
+tabulate = ">=0.7.7"
+
+[[package]]
+name = "decorator"
+version = "5.1.1"
+description = "Decorators for Humans"
+category = "main"
+optional = true
+python-versions = ">=3.5"
+
+[[package]]
+name = "deprecated"
+version = "1.2.13"
+description = "Python @deprecated decorator to deprecate old python classes, functions or methods."
+category = "main"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+
+[package.dependencies]
+wrapt = ">=1.10,<2"
+
+[package.extras]
+dev = ["PyTest (<5)", "PyTest-Cov (<2.6)", "bump2version (<1)", "configparser (<5)", "importlib-metadata (<3)", "importlib-resources (<4)", "pytest", "pytest-cov", "sphinx (<2)", "sphinxcontrib-websupport (<2)", "tox", "zipp (<2)"]
+
+[[package]]
+name = "distlib"
+version = "0.3.5"
+description = "Distribution utilities"
+category = "dev"
+optional = false
+python-versions = "*"
+
+[[package]]
+name = "docker"
+version = "5.0.3"
+description = "A Python library for the Docker Engine API."
+category = "main"
+optional = true
+python-versions = ">=3.6"
+
+[package.dependencies]
+pywin32 = {version = "227", markers = "sys_platform == \"win32\""}
+requests = ">=2.14.2,<2.18.0 || >2.18.0"
+websocket-client = ">=0.32.0"
+
+[package.extras]
+ssh = ["paramiko (>=2.4.2)"]
+tls = ["cryptography (>=3.4.7)", "idna (>=2.0.0)", "pyOpenSSL (>=17.5.0)"]
+
+[[package]]
+name = "docstring-parser"
+version = "0.14.1"
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+zipp = [
+    {file = "zipp-3.8.1-py3-none-any.whl", hash = "sha256:47c40d7fe183a6f21403a199b3e4192cca5774656965b0a4988ad2f8feb5f009"},
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+]
diff --git a/pyproject.toml b/pyproject.toml
index a8f43fe..a8a931b 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,2 +1,66 @@
+[tool.poetry]
+name = "kedro-kubeflow"
+version = "0.7.1"
+description = "Kedro plugin with Kubeflow Pipelines support"
+readme = "README.md"
+authors = ['Mateusz Pytel <mateusz.pytel@getindata.com>', 'Mariusz Strzelecki <mariusz.strzelecki@getindata.com>']
+maintainers = ['GetInData MLOPS <mlops@getindata.com>']
+homepage = "https://github.com/getindata/kedro-kubeflow"
+repository = "https://github.com/getindata/kedro-kubeflow"
+documentation = "https://kedro-kubeflow.readthedocs.io/"
+keywords = ['kedro-plugin', 'kubeflow', 'machinelearning', 'mlops', 'kubeflow-pipelines', 'kedro']
+license = "Apache-2.0"
+classifiers = [
+    "Development Status :: 4 - Beta", # license and python versions added automatically
+]
+
+[build-system]
+requires = ["poetry-core>=1.0.0"]
+build-backend = "poetry.core.masonry.api"
+
+[tool.coverage.run]
+branch = true
+relative_files = true
+
+[tool.coverage.report]
+exclude_lines = [
+    "pragma: no cover",
+    "raise NotImplementedError"
+]
+
 [tool.black]
 line-length = 79
+
+[tool.isort]
+known_third_party = ["click", "google", "kedro", "kfp", "kubernetes", "tabulate", "pydantic","semver", "setuptools"]
+
+[tool.poetry.dependencies]
+python = ">=3.8,<3.11"
+kedro = ">=0.18.1, <0.19.0"
+click = ">=8.0.4"
+kfp = ">=1.8.12,<2.0"
+tabulate = ">=0.8.7"
+semver = "~=2.10"
+fsspec = "<=2022.1,>=2021.4"
+google-auth = { version = "<3", optional = true}
+gcsfs = { version = "<=2022.1,>=2021.4", optional = true}
+kedro-mlflow = { version = "~=0.11.1", optional = true }
+
+[tool.poetry.extras]
+mlflow = ["kedro-mlflow"]
+gcp = ["google-auth", "gcsfs"]
+
+[tool.poetry.dev-dependencies]
+pytest = "<7"
+pytest-cov = ">=2.8.0, <4.0.0"
+tox = ">=3.25.1"
+pre-commit = "2.20.0"
+pytest-subtests = ">=0.5.0, <1.0.0"
+responses = ">=0.13.4"
+
+[tool.poetry.plugins] # Optional super table
+[tool.poetry.plugins."kedro.project_commands"]
+"kubeflow" = "kedro_kubeflow.cli:commands"
+
+[tool.poetry.plugins."kedro.hooks"]
+"kubeflow_mlflow_tags_hook" = "kedro_kubeflow.hooks:mlflow_tags_hook"
\ No newline at end of file
diff --git a/setup.cfg b/setup.cfg
deleted file mode 100644
index 9badf5d..0000000
--- a/setup.cfg
+++ /dev/null
@@ -1,6 +0,0 @@
-[bumpversion]
-current_version = 0.7.0
-
-[bumpversion:file:setup.py]
-
-[bumpversion:file:kedro_kubeflow/__init__.py]
diff --git a/setup.py b/setup.py
deleted file mode 100644
index 0df0e22..0000000
--- a/setup.py
+++ /dev/null
@@ -1,69 +0,0 @@
-"""kedro_kubeflow module."""
-from setuptools import find_packages, setup
-
-with open("README.md") as f:
-    README = f.read()
-
-# Runtime Requirements.
-INSTALL_REQUIRES = [
-    "kedro>=0.18.1, <0.19.0",
-    "click>=8.0.4",
-    "kfp>=1.8.12,<2.0",
-    "tabulate>=0.8.7",
-    "semver~=2.10",
-    "google-auth<2.0dev",
-    "fsspec<=2022.1,>=2021.4",
-]
-
-# Dev Requirements
-EXTRA_REQUIRE = {
-    "mlflow": ["kedro-mlflow~=0.11.1"],
-    "tests": [
-        "pytest>=5.4.0, <8.0.0",
-        "pytest-cov>=2.8.0, <4.0.0",
-        "pytest-subtests>=0.5.0, <1.0.0",
-        "tox==3.25.1",
-        "pre-commit==2.20.0",
-        "responses>=0.13.4",
-    ],
-    "docs": [
-        "sphinx~=5.0.2",
-        "sphinx_rtd_theme==1.0.0",
-        "myst-parser==0.18.0",
-    ],
-    "gcp": [
-        "google-auth<3",
-        "gcsfs<=2022.1,>=2021.4",
-    ],
-}
-
-setup(
-    name="kedro-kubeflow",
-    version="0.7.0",
-    description="Kedro plugin with Kubeflow support",
-    long_description=README,
-    long_description_content_type="text/markdown",
-    license="Apache Software License (Apache 2.0)",
-    python_requires=">=3",
-    classifiers=[
-        "Development Status :: 4 - Beta",
-        "Programming Language :: Python :: 3.8",
-        "Programming Language :: Python :: 3.9",
-        "Programming Language :: Python :: 3.10",
-    ],
-    keywords="kedro kubeflow plugin",
-    author="Mateusz Pytel, Mariusz Strzelecki",
-    author_email="mateusz@getindata.com",
-    url="https://github.com/getindata/kedro-kubeflow/",
-    packages=find_packages(exclude=["ez_setup", "examples", "tests", "docs"]),
-    include_package_data=True,
-    zip_safe=False,
-    install_requires=INSTALL_REQUIRES,
-    extras_require=EXTRA_REQUIRE,
-    entry_points={
-        "kedro.project_commands": ["kubeflow = kedro_kubeflow.cli:commands"],
-        "kedro.hooks": [
-            "kubeflow_mlflow_tags_hook = kedro_kubeflow.hooks:mlflow_tags_hook",
-        ],
-    },
-)
diff --git a/sonar-project.properties b/sonar-project.properties
new file mode 100644
index 0000000..0f082c8
--- /dev/null
+++ b/sonar-project.properties
@@ -0,0 +1,14 @@
+sonar.organization=getindata
+sonar.projectKey=getindata_kedro-kubeflow
+
+sonar.sources=kedro_kubeflow/
+sonar.tests=tests/
+sonar.python.coverage.reportPaths=coverage.xml
+sonar.python.version=3.9
+
+sonar.projectVersion=0.7.1
+sonar.projectDescription=Kedro plugin with Kubeflow Pipelines support
+sonar.links.homepage=https://kedro-kubeflow.readthedocs.io/
+sonar.links.ci=https://github.com/getindata/kedro-kubeflow/actions
+sonar.links.issue=https://github.com/getindata/kedro-kubeflow/issues
+sonar.links.scm=https://github.com/getindata/kedro-kubeflow/
\ No newline at end of file
diff --git a/tests/test_auth.py b/tests/test_auth.py
index 8f140db..34be392 100644
--- a/tests/test_auth.py
+++ b/tests/test_auth.py
@@ -113,3 +113,37 @@ def test_should_get_cookie_from_dex_secured_system(self):
             responses.calls[1].request.body
             == "login=user%40example.com&password=pa%24%24"
         )
+
+    @responses.activate
+    def test_should_get_cookie_from_dex_secured_system_with_kubeflow_1_6(self):
+        # given
+        os.environ["DEX_USERNAME"] = "user@example.com"
+        os.environ["DEX_PASSWORD"] = "pa$$"
+        responses.add(
+            responses.GET,
+            "https://kubeflow.local/pipeline",
+            body='<a href="/dex/auth/local?client_id=kubeflow-oidc-authservice&amp;redirect_uri=%2Flogin%2Foidc&amp;response_type=code&amp;scope=profile&#43;email&#43;groups&#43;openid&amp;state=MTY2MzY3Njk0OHxFd3dBRUZVeGFtdEhaR2RPYVZsRE5XWmpTbkU9fNHbrYsoZfJQGtNhqLlcn_B7MiGljHAAOUoyvZD-53Bg" target="_self">',  # noqa: E501
+        )
+        responses.add(
+            responses.GET,
+            "https://kubeflow.local/dex/auth/local?client_id=kubeflow-oidc-authservice&redirect_uri=%2Flogin%2Foidc&response_type=code&scope=profile+email+groups+openid&state=MTY2MzY3Njk0OHxFd3dBRUZVeGFtdEhaR2RPYVZsRE5XWmpTbkU9fNHbrYsoZfJQGtNhqLlcn_B7MiGljHAAOUoyvZD-53Bg",  # noqa: E501
+            body='<a href="/dex/auth/local/login?back=%2Fdex%2Fauth%3Fclient_id%3Dkubeflow-oidc-authservice%26redirect_uri%3D%252Flogin%252Foidc%26response_type%3Dcode%26scope%3Dprofile%2Bemail%2Bgroups%2Bopenid%26state%3DMTY2MzY3Njk0OHxFd3dBRUZVeGFtdEhaR2RPYVZsRE5XWmpTbkU9fNHbrYsoZfJQGtNhqLlcn_B7MiGljHAAOUoyvZD-53Bg&amp;state=o4odhdlneub2iczv2657sa2gv" target="_self">',  # noqa: E501
+        )
+
+        responses.add(
+            responses.POST,
+            "https://kubeflow.local/dex/auth/local/login?back=%2Fdex%2Fauth%3Fclient_id%3Dkubeflow-oidc-authservice%26redirect_uri%3D%252Flogin%252Foidc%26response_type%3Dcode%26scope%3Dprofile%2Bemail%2Bgroups%2Bopenid%26state%3DMTY2MzY3Njk0OHxFd3dBRUZVeGFtdEhaR2RPYVZsRE5XWmpTbkU9fNHbrYsoZfJQGtNhqLlcn_B7MiGljHAAOUoyvZD-53Bg&state=o4odhdlneub2iczv2657sa2gv",  # noqa: E501
+            headers={"Set-cookie": "authservice_session=sessionID"},
+        )
+
+        # when
+        session = AuthHandler().obtain_dex_authservice_session(
+            "https://kubeflow.local/pipeline"
+        )
+
+        # then
+        assert session == "sessionID"
+        assert (
+            responses.calls[2].request.body
+            == "login=user%40example.com&password=pa%24%24"
+        )
diff --git a/tox.ini b/tox.ini
index 38d82ab..daac698 100644
--- a/tox.ini
+++ b/tox.ini
@@ -2,25 +2,23 @@
 envlist = py38, py39, py310
 
 [gh-actions]
-python = 
-  3.8: py38
-  3.9: py39
-  3.10: py310
+python =
+    3.8: py38
+    3.9: py39
+    3.10: py310
 
 [testenv]
-pip_version =
-    pip==22.1.2
-extras = 
-    mlflow
-    tests
-    gcp
+whitelist_externals =
+    poetry
+skip_install = true
 commands=
-    python -m pytest --cov kedro_kubeflow --cov-report xml --cov-report term-missing --ignore=venv
+    poetry install -v -E mlflow -E gcp
+    poetry run pytest --cov kedro_kubeflow --cov-report xml --cov-report term-missing --ignore=venv --verbose
 
 # Lint
 [flake8]
 exclude = .git,__pycache__,docs/source/conf.py,old,build,dist
-max-line-length = 90
+max-line-length = 110
 
 [mypy]
 no_strict_optional = True
@@ -29,7 +27,7 @@ ignore_missing_imports = True
 [tool:isort]
 include_trailing_comma = True
 multi_line_output = 3
-line_length = 90
+line_length = 120
 known_first_party = kedro_kubeflow
 default_section = THIRDPARTY
 
@@ -44,23 +42,7 @@ commands =
 
 # Release tooling
 [testenv:build]
-basepython = python3
-skip_install = true
-deps =
-    wheel
-    setuptools
-commands =
-    python setup.py sdist
-
-[testenv:release]
-basepython = python3
+whitelist_externals = poetry
 skip_install = true
-setenv =
-    TWINE_USERNAME = {env:TWINE_USERNAME}
-    TWINE_PASSWORD = {env:TWINE_PASSWORD}
-deps =
-    {[testenv:build]deps}
-    twine >= 1.5.0
 commands =
-    {[testenv:build]commands}
-    twine upload --skip-existing dist/*
+    poetry build