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Posted to commits@airflow.apache.org by po...@apache.org on 2021/08/02 13:44:17 UTC

[airflow] 22/22: Switches to "/" convention in ghcr.io images with optimisations

This is an automated email from the ASF dual-hosted git repository.

potiuk pushed a commit to branch v2-1-test
in repository https://gitbox.apache.org/repos/asf/airflow.git

commit 3d2a5cf7f6ed98cef2c398e46628242bb0abb270
Author: Jarek Potiuk <ja...@potiuk.com>
AuthorDate: Sat Jul 31 11:48:15 2021 +0200

    Switches to "/" convention in ghcr.io images with optimisations
    
    We are using ghcr.io as image cache for our CI builds and Breeze
    and it seems ghcr.io is being "rebuilt" while running.
    
    We had been using "airflow-<branch>.." image convention before,
    bacause multiple nesting levels of images were not supported,
    however we experienced errors recently with pushing 2.1 images
    (https://issues.apache.org/jira/browse/INFRA-22124) and during
    investigation it turned out, that it is possible now to use "/"
    in the name of the image, and while it still does not introduce
    multiple nesting levels and folder structure, the UI of GitHub
    treats it like that and if you have image which starts wiht
    "airflow/", the airflow prefix is stripped out and you can also
    have even more "/" in then name to introduce further hierarchy.
    
    Since we have to change image naming convention due to (still
    unresolved) bug with no permission to push the v2-1-test image
    we've decided to change naming convention for all our cache
    images to follow this - now available - "/" connvention to make
    it better structured and easier to manage/understand.
    
    Some more optimisations are implemented - Python, prod-build and
    ci-manifest images are only pushed when "latest" image is prepared.
    They are not needed for the COMMIT builds because we only need
    final images for those builds. This simplified the code quite
    a bit.
    
    CONTINUE_ON_PIP_CHECK_ERROR variable has been removed in favour
    of ignoring pip error when installing dependencies from branch
    tip. This might potentially happen for a short while when
    new changes have been merged, but constraints were not yet
    regenerated and we have conflicting dependencies.
    
    The .dockerignore was reviewed and builds were optimized for
    people who locally built provider packages and documentation,
    by excluding unnecessary files. Some instructions which run after
    the COPY . which did not need sourcer were moved before
    the COPY command. Those optimisatiions save 30-40 seconds of
    overhead when building the image (especially when you build
    images incrementally rather than rebuilding from scratch).
    
    PIP and HELM versions have been updated to latest available.
    
    Backwards-compatibility was implemented to allow PRs that have
    not been upgraded to continue building after this one is merged,
    also a workaround has been implemented to make this change
    to work even if it is not merged yet to main.
    
    This "legacy" mode will be removed in ~week when everybody rebase
    on top of main.
    
    Documentation is updated reflecting those changes.
    
    (cherry picked from commit e04c2e3872aa30ed042d3f9bf66d8020cf9c2acb)
---
 .dockerignore                                      |   4 +-
 .github/workflows/build-images.yml                 |  19 ++-
 .github/workflows/ci.yml                           | 161 +++++++--------------
 BREEZE.rst                                         |   4 +-
 CI.rst                                             |  51 ++++---
 Dockerfile                                         |  27 ++--
 Dockerfile.ci                                      |  54 +++----
 IMAGES.rst                                         |  30 ++--
 README.md                                          |   4 +-
 breeze                                             |  23 +--
 breeze-complete                                    |   2 +-
 dev/retag_docker_images.py                         |   9 +-
 docs/docker-stack/build-arg-ref.rst                |   6 -
 scripts/ci/images/ci_prepare_ci_image_on_ci.sh     |  19 +--
 scripts/ci/images/ci_prepare_prod_image_on_ci.sh   |  29 +---
 .../ci_push_legacy_ci_images.sh}                   |  25 +---
 .../ci_push_legacy_prod_images.sh}                 |  25 +---
 .../images/ci_wait_for_and_verify_all_ci_images.sh |   2 +
 .../ci_wait_for_and_verify_all_prod_images.sh      |   2 +
 .../ci/images/ci_wait_for_and_verify_ci_image.sh   |  27 ++--
 .../ci/images/ci_wait_for_and_verify_prod_image.sh |  32 ++--
 scripts/ci/libraries/_build_images.sh              | 112 ++++++++------
 scripts/ci/libraries/_initialization.sh            |  26 +---
 scripts/ci/libraries/_kind.sh                      |  16 +-
 scripts/ci/libraries/_parallel.sh                  |   7 +-
 scripts/ci/libraries/_push_pull_remove_images.sh   | 117 +++++++++------
 scripts/ci/libraries/_script_init.sh               |   2 +-
 scripts/ci/selective_ci_checks.sh                  |  10 +-
 scripts/ci/tools/fix_ownership.sh                  |  14 +-
 scripts/docker/install_additional_dependencies.sh  |   5 +-
 scripts/docker/install_airflow.sh                  |   4 +-
 ...nstall_airflow_dependencies_from_branch_tip.sh} |  11 +-
 .../docker/install_from_docker_context_files.sh    |   2 +-
 33 files changed, 421 insertions(+), 460 deletions(-)

diff --git a/.dockerignore b/.dockerignore
index d10cfbc..f6113e2 100644
--- a/.dockerignore
+++ b/.dockerignore
@@ -40,9 +40,6 @@
 !scripts/in_container
 !scripts/docker
 
-# Add provider packages to the context
-!provider_packages
-
 # Add tests and kubernetes_tests to context.
 !tests
 !kubernetes_tests
@@ -129,3 +126,4 @@ airflow/www/static/docs
 # Exclude docs generated files
 docs/_build/
 docs/_api/
+docs/_doctrees/
diff --git a/.github/workflows/build-images.yml b/.github/workflows/build-images.yml
index f29e199..d2a7b97 100644
--- a/.github/workflows/build-images.yml
+++ b/.github/workflows/build-images.yml
@@ -148,7 +148,6 @@ jobs:
       BACKEND: postgres
       PYTHON_MAJOR_MINOR_VERSION: ${{ matrix.python-version }}
       UPGRADE_TO_NEWER_DEPENDENCIES: ${{ needs.build-info.outputs.upgradeToNewerDependencies }}
-      CONTINUE_ON_PIP_CHECK_FAILURE: "true"
       DOCKER_CACHE: ${{ needs.build-info.outputs.cacheDirective }}
       CHECK_IF_BASE_PYTHON_IMAGE_UPDATED: >
         ${{ github.event_name == 'pull_request_target' && 'false' || 'true' }}
@@ -204,6 +203,10 @@ jobs:
         run: ./scripts/ci/images/ci_prepare_ci_image_on_ci.sh
       - name: "Push CI images ${{ matrix.python-version }}:${{ env.TARGET_COMMIT_SHA }}"
         run: ./scripts/ci/images/ci_push_ci_images.sh
+      # Remove me ~ 7 August 2021
+      - name: "Push Legacy CI images ${{ matrix.python-version }}:${{ env.TARGET_COMMIT_SHA }}"
+        run: ./scripts/ci/images/ci_push_legacy_ci_images.sh
+        if: github.event_name == 'pull_request_target'
 
   build-prod-images:
     permissions:
@@ -230,8 +233,11 @@ jobs:
       VERSION_SUFFIX_FOR_PYPI: ".dev0"
     steps:
       - name: Set envs
+        # Set pull image tag for CI image build, in order to pull the image pushed
+        # Just a moment ago by build-ci-images job
         run: |
           echo "GITHUB_REGISTRY_PUSH_IMAGE_TAG=${TARGET_COMMIT_SHA}" >> "$GITHUB_ENV"
+          echo "GITHUB_REGISTRY_PULL_IMAGE_TAG=${TARGET_COMMIT_SHA}" >> "$GITHUB_ENV"
       - uses: actions/checkout@v2
         with:
           ref: ${{ env.TARGET_COMMIT_SHA }}
@@ -279,10 +285,21 @@ jobs:
         # Pull images built in the previous step
         env:
           GITHUB_REGISTRY_WAIT_FOR_IMAGE: "true"
+          # Here we are using PULL_IMAGE_TAG set in the environment variables above
       - name: "Build PROD images ${{ matrix.python-version }}:${{ env.TARGET_COMMIT_SHA }}"
         run: ./scripts/ci/images/ci_prepare_prod_image_on_ci.sh
+        env:
+          # GITHUB_REGISTRY_PULL_IMAGE_TAG is overriden to latest in order to build PROD image using "latest"
+          GITHUB_REGISTRY_PULL_IMAGE_TAG: "latest"
       - name: "Push PROD images ${{ matrix.python-version }}:${{ env.TARGET_COMMIT_SHA }}"
         run: ./scripts/ci/images/ci_push_production_images.sh
+        env:
+          # GITHUB_REGISTRY_PULL_IMAGE_TAG is overriden to latest in order to build PROD image using "latest"
+          GITHUB_REGISTRY_PULL_IMAGE_TAG: "latest"
+      # Remove me ~ 7 August 2021
+      - name: "Push Legacy PROD images ${{ matrix.python-version }}:${{ env.TARGET_COMMIT_SHA }}"
+        run: ./scripts/ci/images/ci_push_legacy_prod_images.sh
+        if: github.event_name == 'pull_request_target'
 
   cancel-on-ci-build:
     permissions:
diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 8c31784..7228f37 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -561,7 +561,7 @@ ${{ hashFiles('.pre-commit-config.yaml') }}"
           PACKAGE_FORMAT: "sdist"
 
   tests-helm:
-    timeout-minutes: 20
+    timeout-minutes: 40
     name: "Python unit tests for helm chart"
     runs-on: ${{ fromJson(needs.build-info.outputs.runsOn) }}
     needs: [build-info, ci-images]
@@ -1045,108 +1045,6 @@ ${{ hashFiles('.pre-commit-config.yaml') }}"
           path: /tmp/kind_logs_*
           retention-days: 7
 
-  push-prod-images-to-github-registry:
-    permissions:
-      packages: write
-    timeout-minutes: 10
-    name: "Push PROD images as cache to GitHub Registry"
-    runs-on: ${{ fromJson(needs.build-info.outputs.runsOn) }}
-    needs:
-      - build-info
-      - static-checks
-      - tests-sqlite
-      - tests-postgres
-      - tests-mysql
-      - tests-kubernetes
-      - prod-images
-      - docs
-    if: >
-      (github.ref == 'refs/heads/main' || github.ref == 'refs/heads/v1-10-test' ||
-      github.ref == 'refs/heads/v2-0-test' || github.ref == 'refs/heads/v2-1-test') &&
-      github.event_name != 'schedule'
-    strategy:
-      matrix:
-        python-version: ${{ fromJson(needs.build-info.outputs.pythonVersions) }}
-    env:
-      RUNS_ON: ${{ fromJson(needs.build-info.outputs.runsOn) }}
-      PYTHON_MAJOR_MINOR_VERSION: ${{ matrix.python-version }}
-      GITHUB_REGISTRY_PUSH_IMAGE_TAG: "latest"
-    steps:
-      - name: "Checkout ${{ github.ref }} ( ${{ github.sha }} )"
-        uses: actions/checkout@v2
-        with:
-          persist-credentials: false
-      - name: "Setup python"
-        uses: actions/setup-python@v2
-        with:
-          python-version: ${{ env.PYTHON_MAJOR_MINOR_VERSION }}
-      - name: "Free space"
-        run: ./scripts/ci/tools/free_space.sh
-      - name: Set push-python-image
-        id: push-python-image
-        run: |
-          if [[ "${REF}" == 'refs/head/main' || "${REF}" == 'refs/head/main' ]]; then
-              echo "::set-output name=wanted::true"
-          else
-              echo "::set-output name=wanted::false"
-          fi
-        env:
-          REF: ${{ github.ref }}
-      - name:
-          "Prepare PROD image ${{env.PYTHON_MAJOR_MINOR_VERSION}}:${{ env.GITHUB_REGISTRY_PULL_IMAGE_TAG }}"
-        run: ./scripts/ci/images/ci_prepare_prod_image_on_ci.sh
-        env:
-          # Since we are going to push both final image and build image segment, we need to pull the
-          # build image, in case we are pulling from registry rather than building.
-          WAIT_FOR_PROD_BUILD_IMAGE: "true"
-          WAIT_FOR_PYTHON_BASE_IMAGE: ${{ steps.push-python-image.outputs.wanted}}
-      - name: "Push PROD images ${{ matrix.python-version }}:${{ env.GITHUB_REGISTRY_PUSH_IMAGE_TAG }}"
-        run: ./scripts/ci/images/ci_push_production_images.sh
-        env:
-          PUSH_PYTHON_BASE_IMAGE: ${{ steps.push-python-image.outputs.wanted}}
-
-  push-ci-images-to-github-registry:
-    permissions:
-      packages: write
-    timeout-minutes: 10
-    name: "Push CI images as cache to GitHub Registry"
-    runs-on: ${{ fromJson(needs.build-info.outputs.runsOn) }}
-    needs:
-      - build-info
-      - static-checks
-      - tests-sqlite
-      - tests-postgres
-      - tests-mysql
-      - tests-kubernetes
-      - ci-images
-      - docs
-    if: >
-      (github.ref == 'refs/heads/main' || github.ref == 'refs/heads/v1-10-test' ||
-      github.ref == 'refs/heads/v2-0-test' || github.ref == 'refs/heads/v2-1-test') &&
-      github.event_name != 'schedule'
-    strategy:
-      matrix:
-        python-version: ${{ fromJson(needs.build-info.outputs.pythonVersions) }}
-    env:
-      RUNS_ON: ${{ fromJson(needs.build-info.outputs.runsOn) }}
-      PYTHON_MAJOR_MINOR_VERSION: ${{ matrix.python-version }}
-      GITHUB_REGISTRY_PUSH_IMAGE_TAG: "latest"
-    steps:
-      - name: "Checkout ${{ github.ref }} ( ${{ github.sha }} )"
-        uses: actions/checkout@v2
-        with:
-          persist-credentials: false
-      - name: "Setup python"
-        uses: actions/setup-python@v2
-        with:
-          python-version: ${{ env.PYTHON_MAJOR_MINOR_VERSION }}
-      - name: "Free space"
-        run: ./scripts/ci/tools/free_space.sh
-      - name: "Prepare CI image ${{env.PYTHON_MAJOR_MINOR_VERSION}}:${{ env.GITHUB_REGISTRY_PULL_IMAGE_TAG }}"
-        run: ./scripts/ci/images/ci_prepare_ci_image_on_ci.sh
-      - name: "Push CI image ${{ matrix.python-version }}:${{ env.GITHUB_REGISTRY_PUSH_IMAGE_TAG }}"
-        run: ./scripts/ci/images/ci_push_ci_images.sh
-
   constraints:
     permissions:
       contents: write
@@ -1166,10 +1064,8 @@ ${{ hashFiles('.pre-commit-config.yaml') }}"
       RUNS_ON: ${{ fromJson(needs.build-info.outputs.runsOn) }}
       PYTHON_MAJOR_MINOR_VERSION: ${{ matrix.python-version }}
       CURRENT_PYTHON_MAJOR_MINOR_VERSIONS_AS_STRING: ${{needs.build-info.outputs.pythonVersionsListAsString}}
-    # Only run it for direct pushes
-    if: >
-      github.ref == 'refs/heads/main' || github.ref == 'refs/heads/v1-10-test' ||
-      github.ref == 'refs/heads/v2-0-test' || github.ref == 'refs/heads/v2-1-test'
+    # Only run it for direct pushes and scheduled builds
+    if: github.event_name == 'push' || github.event_name == 'schedule'
     steps:
       - name: "Checkout ${{ github.ref }} ( ${{ github.sha }} )"
         uses: actions/checkout@v2
@@ -1203,17 +1099,68 @@ ${{ hashFiles('.pre-commit-config.yaml') }}"
       - name: "Set constraints branch name"
         id: constraints-branch
         run: ./scripts/ci/constraints/ci_branch_constraints.sh
+      # only actually push it when we are in apache/airflow repository
       - name: Checkout ${{ steps.constraints-branch.outputs.branch }}
         uses: actions/checkout@v2
+        if: github.repository == 'apache/airflow'
         with:
           path: "repo"
           ref: ${{ steps.constraints-branch.outputs.branch }}
           persist-credentials: false
       - name: "Commit changed constraint files for ${{needs.build-info.outputs.pythonVersions}}"
         run: ./scripts/ci/constraints/ci_commit_constraints.sh
+        if: github.repository == 'apache/airflow'
       - name: "Push changes"
         uses: ./.github/actions/github-push-action
+        if: github.repository == 'apache/airflow'
         with:
           github_token: ${{ secrets.GITHUB_TOKEN }}
           branch: ${{ steps.constraints-branch.outputs.branch }}
           directory: "repo"
+
+  # Push images to GitHub Registry in Apache repository, if all tests are successful and build
+  # is executed as result of direct push to "main" or one of the "test" branches
+  # It actually rebuilds all images using just-pushed constraints if they changed
+  # It will also check if a new python image was released and will pull the latest one if needed
+  # Same as build-images.yaml
+  push-images-to-github-registry:
+    permissions:
+      packages: write
+    timeout-minutes: 10
+    name: "Push images as cache to GitHub Registry"
+    runs-on: ${{ fromJson(needs.build-info.outputs.runsOn) }}
+    needs:
+      - build-info
+      - constraints
+      - docs
+    # Only run it for direct pushes and scheduled builds
+    if: github.event_name == 'push' || github.event_name == 'schedule'
+    strategy:
+      matrix:
+        python-version: ${{ fromJson(needs.build-info.outputs.pythonVersions) }}
+    env:
+      RUNS_ON: ${{ fromJson(needs.build-info.outputs.runsOn) }}
+      PYTHON_MAJOR_MINOR_VERSION: ${{ matrix.python-version }}
+      GITHUB_REGISTRY_PULL_IMAGE_TAG: "latest"
+      GITHUB_REGISTRY_PUSH_IMAGE_TAG: "latest"
+      PUSH_PYTHON_BASE_IMAGE: "true"
+      CHECK_IF_BASE_PYTHON_IMAGE_UPDATED: "true"
+    steps:
+      - name: "Checkout ${{ github.ref }} ( ${{ github.sha }} )"
+        uses: actions/checkout@v2
+        with:
+          persist-credentials: false
+      - name: "Setup python"
+        uses: actions/setup-python@v2
+        with:
+          python-version: ${{ env.PYTHON_MAJOR_MINOR_VERSION }}
+      - name: "Free space"
+        run: ./scripts/ci/tools/free_space.sh
+      - name: "Prepare CI image ${{env.PYTHON_MAJOR_MINOR_VERSION}}:latest"
+        run: ./scripts/ci/images/ci_prepare_ci_image_on_ci.sh
+      - name: "Prepare PROD image ${{env.PYTHON_MAJOR_MINOR_VERSION}}:latest"
+        run: ./scripts/ci/images/ci_prepare_prod_image_on_ci.sh
+      - name: "Push CI image ${{ env.PYTHON_MAJOR_MINOR_VERSION }}:latest"
+        run: ./scripts/ci/images/ci_push_ci_images.sh
+      - name: "Push PROD images ${{ env.PYTHON_MAJOR_MINOR_VERSION }}:latest"
+        run: ./scripts/ci/images/ci_push_production_images.sh
diff --git a/BREEZE.rst b/BREEZE.rst
index 90d3f0b..79f27b4 100644
--- a/BREEZE.rst
+++ b/BREEZE.rst
@@ -2382,9 +2382,9 @@ This is the current syntax for  `./breeze <./breeze>`_:
           Helm version - only used in case one of kind-cluster commands is used.
           One of:
 
-                 v3.2.4
+                 v3.6.3
 
-          Default: v3.2.4
+          Default: v3.6.3
 
   --executor EXECUTOR
           Executor to use in a kubernetes cluster.
diff --git a/CI.rst b/CI.rst
index fedd300..6a704d0 100644
--- a/CI.rst
+++ b/CI.rst
@@ -568,12 +568,11 @@ This workflow is a regular workflow that performs all checks of Airflow code.
 +---------------------------+----------------------------------------------+-------+-------+------+
 | Tests Kubernetes          | Run Kubernetes test                          | Yes(2)| Yes   | Yes  |
 +---------------------------+----------------------------------------------+-------+-------+------+
-| Push PROD images          | Pushes PROD images to GitHub Registry (4)    | -     | Yes   | -    |
-+---------------------------+----------------------------------------------+-------+-------+------+
-| Push CI images            | Pushes CI images to GitHub Registry (4)      | -     | Yes   | -    |
-+---------------------------+----------------------------------------------+-------+-------+------+
 | Constraints               | Upgrade constraints to latest ones (4)       | -     | Yes   | Yes  |
 +---------------------------+----------------------------------------------+-------+-------+------+
+| Push images               | Pushes latest images to GitHub Registry (4)  | -     | Yes   | Yes  |
++---------------------------+----------------------------------------------+-------+-------+------+
+
 
 Comments:
 
@@ -584,8 +583,8 @@ Comments:
      You can set it to "false" to disable using shared images - this is slower though as the images
      are rebuilt in every job that needs them.
  (4) PROD and CI images are pushed as "latest" to GitHub Container registry and constraints are upgraded
-     only if all tests are successful. Note that images are not pushed in CRON jobs because they are rebuilt
-     from scratch and we want to push incremental changes to the Github Container registry.
+     only if all tests are successful. The images are rebuilt in this step using constraints pushed
+     in the previous step.
 
 CodeQL scan
 -----------
@@ -620,7 +619,9 @@ with the COMMIT_SHA id for images that were used in particular build.
 The image names follow the patterns (except the Python image, all the images are stored in
 https://ghcr.io/ in ``apache`` organization.
 
-The packages are available under:
+The packages are available under (CONTAINER_NAME is url-encoded name of the image). Note that "/" are
+supported now in the ``ghcr.io`` as apart of the image name within ``apache`` organization, but they
+have to be percent-encoded when you access them via UI (/ = %2F)
 
 ``https://github.com/apache/airflow/pkgs/container/<CONTAINER_NAME>``
 
@@ -631,26 +632,30 @@ The packages are available under:
 | (DockerHub)  |                                                          | Python maintainer release new versions of those image    |
 |              |                                                          | with security fixes every few weeks in DockerHub.        |
 +--------------+----------------------------------------------------------+----------------------------------------------------------+
-| Airflow      | airflow-python-v2:<X.Y>-slim-buster                      | Version of python base image used in Airflow Builds      |
-| python base  | or                                                       | We keep the "latest" version there and also each build   |
-| image        | airflow-python-v2:<X.Y>-slim-buster-<COMMIT_SHA>         | has an associated specific python version that was used. |
+| Airflow      | airflow/<BRANCH>/python:<X.Y>-slim-buster                | Version of python base image used in Airflow Builds      |
+| python base  |                                                          | We keep the "latest" version only to mark last "good"    |
+| image        |                                                          | python base that went through testing and was pushed.    |
 +--------------+----------------------------------------------------------+----------------------------------------------------------+
-| CI image     | airflow-<BRANCH>-python<X.Y>-ci-v2:latest                | CI image - this is the image used for most of the tests. |
-|              | or                                                       | Contains all provider dependencies and tools useful      |
-|              | airflow-<BRANCH>-python<X.Y>-ci-v2:<COMMIT_SHA>          | For testing. This image is used in Breeze.               |
+| PROD Build   | airflow/<BRANCH>/prod-build/python<X.Y>:latest           | Production Build image - this is the "build" stage of    |
+| image        |                                                          | production image. It contains build-essentials and all   |
+|              |                                                          | necessary apt packages to build/install PIP packages.    |
+|              |                                                          | We keep the "latest" version only to speed up builds.    |
 +--------------+----------------------------------------------------------+----------------------------------------------------------+
-| Manifest     | airflow-<BRANCH>-python<X.Y>-ci-v2-manifest:latest       | CI manifest image - this is the image used to optimize   |
-| CI image     | or                                                       | pulls and builds for Breeze development environment      |
-|              | airflow-<BRANCH>-python<X.Y>-ci-v2-manifest:<COMMIT_SHA> | They store hash indicating whether the image will be     |
+| Manifest     | airflow/<BRANCH>/ci-manifest/python<X.Y>:latest          | CI manifest image - this is the image used to optimize   |
+| CI image     |                                                          | pulls and builds for Breeze development environment      |
+|              |                                                          | They store hash indicating whether the image will be     |
 |              |                                                          | faster to build or pull.                                 |
+|              |                                                          | We keep the "latest" version only to help breeze to      |
+|              |                                                          | check if new image should be pulled.                     |
 +--------------+----------------------------------------------------------+----------------------------------------------------------+
-| PROD Build   | airflow-<BRANCH>-python<X.Y>-build-v2:latest             | Production Build image - this is the "build" segment of  |
-| image        | or                                                       | production image. It contains build-essentials and all   |
-|              | airflow-<BRANCH>-python<X.Y>-build-v2:<COMMIT_SHA>       | necessary packages to install PIP packages.              |
+| CI image     | airflow/<BRANCH>/ci/python<X.Y>:latest                   | CI image - this is the image used for most of the tests. |
+|              | or                                                       | Contains all provider dependencies and tools useful      |
+|              | airflow/<BRANCH>/ci/python<X.Y>:<COMMIT_SHA>             | For testing. This image is used in Breeze.               |
 +--------------+----------------------------------------------------------+----------------------------------------------------------+
-| PROD image   | airflow-<BRANCH>-python<X.Y>-v2:latest                   | Production image. This is the actual production image    |
+|              |                                                          | faster to build or pull.                                 |
+| PROD image   | airflow/<BRANCH>/prod/python<X.Y>:latest                 | Production image. This is the actual production image    |
 |              | or                                                       | optimized for size.                                      |
-|              | airflow-<BRANCH>-python<X.Y>-v2:<COMMIT_SHA>             | It contains only compiled libraries and minimal set of   |
+|              | airflow/<BRANCH>/prod/python<X.Y>:<COMMIT_SHA>           | It contains only compiled libraries and minimal set of   |
 |              |                                                          | dependencies to run Airflow.                             |
 +--------------+----------------------------------------------------------+----------------------------------------------------------+
 
@@ -668,9 +673,9 @@ For example knowing that the CI build was for commit ``cd27124534b46c9688a1d89e7
 
 .. code-block:: bash
 
-  docker pull ghcr.io/apache/airflow-main-python3.6-ci:cd27124534b46c9688a1d89e75fcd137ab5137e3
+  docker pull ghcr.io/apache/airflow/main/ci/python3.6:cd27124534b46c9688a1d89e75fcd137ab5137e3
 
-  docker run -it ghcr.io/apache/airflow-main-python3.6-ci:cd27124534b46c9688a1d89e75fcd137ab5137e3
+  docker run -it ghcr.io/apache/airflow/main/ci/python3.6:cd27124534b46c9688a1d89e75fcd137ab5137e3
 
 
 But you usually need to pass more variables and complex setup if you want to connect to a database or
diff --git a/Dockerfile b/Dockerfile
index 66c9649..210918c 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -44,7 +44,8 @@ ARG AIRFLOW_GID="50000"
 
 ARG PYTHON_BASE_IMAGE="python:3.6-slim-buster"
 
-ARG AIRFLOW_PIP_VERSION=21.1.2
+ARG AIRFLOW_PIP_VERSION=21.2.2
+ARG AIRFLOW_IMAGE_REPOSITORY="https://github.com/apache/airflow"
 
 # By default PIP has progress bar but you can disable it.
 ARG PIP_PROGRESS_BAR="on"
@@ -108,12 +109,13 @@ ARG DEV_APT_COMMAND="\
     && curl https://dl.yarnpkg.com/debian/pubkey.gpg | apt-key add - > /dev/null \
     && echo 'deb https://dl.yarnpkg.com/debian/ stable main' > /etc/apt/sources.list.d/yarn.list"
 ARG ADDITIONAL_DEV_APT_COMMAND="echo"
+ARG ADDITIONAL_DEV_APT_ENV=""
 
 ENV DEV_APT_DEPS=${DEV_APT_DEPS} \
     ADDITIONAL_DEV_APT_DEPS=${ADDITIONAL_DEV_APT_DEPS} \
     DEV_APT_COMMAND=${DEV_APT_COMMAND} \
     ADDITIONAL_DEV_APT_COMMAND=${ADDITIONAL_DEV_APT_COMMAND} \
-    ADDITIONAL_DEV_APT_ENV=""
+    ADDITIONAL_DEV_APT_ENV=${ADDITIONAL_DEV_APT_ENV}
 
 # Note missing man directories on debian-buster
 # https://bugs.debian.org/cgi-bin/bugreport.cgi?bug=863199
@@ -216,7 +218,7 @@ ENV AIRFLOW_PRE_CACHED_PIP_PACKAGES=${AIRFLOW_PRE_CACHED_PIP_PACKAGES} \
 RUN bash /scripts/docker/install_pip_version.sh; \
     if [[ ${AIRFLOW_PRE_CACHED_PIP_PACKAGES} == "true" && \
           ${UPGRADE_TO_NEWER_DEPENDENCIES} == "false" ]]; then \
-        bash /scripts/docker/install_airflow_from_branch_tip.sh; \
+        bash /scripts/docker/install_airflow_dependencies_from_branch_tip.sh; \
     fi
 
 COPY ${AIRFLOW_SOURCES_FROM} ${AIRFLOW_SOURCES_TO}
@@ -236,14 +238,11 @@ ARG INSTALL_FROM_PYPI="true"
 # * pyjwt<2.0.0: flask-jwt-extended requires it
 # * dill<0.3.3 required by apache-beam
 ARG EAGER_UPGRADE_ADDITIONAL_REQUIREMENTS="pyjwt<2.0.0 dill<0.3.3 certifi<2021.0.0"
-ARG CONTINUE_ON_PIP_CHECK_FAILURE="false"
-
 
 ENV ADDITIONAL_PYTHON_DEPS=${ADDITIONAL_PYTHON_DEPS} \
     INSTALL_FROM_DOCKER_CONTEXT_FILES=${INSTALL_FROM_DOCKER_CONTEXT_FILES} \
     INSTALL_FROM_PYPI=${INSTALL_FROM_PYPI} \
-    EAGER_UPGRADE_ADDITIONAL_REQUIREMENTS=${EAGER_UPGRADE_ADDITIONAL_REQUIREMENTS} \
-    CONTINUE_ON_PIP_CHECK_FAILURE=${CONTINUE_ON_PIP_CHECK_FAILURE}
+    EAGER_UPGRADE_ADDITIONAL_REQUIREMENTS=${EAGER_UPGRADE_ADDITIONAL_REQUIREMENTS}
 
 WORKDIR /opt/airflow
 
@@ -276,7 +275,7 @@ RUN if [[ -f /docker-context-files/requirements.txt ]]; then \
 
 ARG BUILD_ID
 ARG COMMIT_SHA
-ARG AIRFLOW_IMAGE_REPOSITORY="https://github.com/apache/airflow"
+ARG AIRFLOW_IMAGE_REPOSITORY
 ARG AIRFLOW_IMAGE_DATE_CREATED
 
 ENV BUILD_ID=${BUILD_ID} COMMIT_SHA=${COMMIT_SHA}
@@ -293,15 +292,14 @@ LABEL org.apache.airflow.distro="debian" \
   org.opencontainers.image.created=${AIRFLOW_IMAGE_DATE_CREATED} \
   org.opencontainers.image.authors="dev@airflow.apache.org" \
   org.opencontainers.image.url="https://airflow.apache.org" \
-  org.opencontainers.image.documentation="https://airflow.apache.org/docs/apache-airflow/stable/production-deployment.html" \
-  org.opencontainers.image.source="https://github.com/apache/airflow" \
+  org.opencontainers.image.documentation="https://airflow.apache.org/docs/docker-stack/index.html" \
   org.opencontainers.image.version="${AIRFLOW_VERSION}" \
   org.opencontainers.image.revision="${COMMIT_SHA}" \
   org.opencontainers.image.vendor="Apache Software Foundation" \
   org.opencontainers.image.licenses="Apache-2.0" \
   org.opencontainers.image.ref.name="airflow-build-image" \
   org.opencontainers.image.title="Build Image Segment for Production Airflow Image" \
-  org.opencontainers.image.description="Installed Apache Airflow with build-time dependencies"
+  org.opencontainers.image.description="Reference build-time dependencies image for production-ready Apache Airflow image"
 
 ##############################################################################################
 # This is the actual Airflow image - much smaller than the build one. We copy
@@ -379,7 +377,7 @@ ARG AIRFLOW_HOME
 ARG AIRFLOW_INSTALLATION_METHOD="apache-airflow"
 ARG BUILD_ID
 ARG COMMIT_SHA
-ARG AIRFLOW_IMAGE_REPOSITORY="https://github.com/apache/airflow"
+ARG AIRFLOW_IMAGE_REPOSITORY
 ARG AIRFLOW_IMAGE_DATE_CREATED
 # By default PIP will install everything in ~/.local
 ARG PIP_USER="true"
@@ -468,15 +466,14 @@ LABEL org.apache.airflow.distro="debian" \
   org.opencontainers.image.created=${AIRFLOW_IMAGE_DATE_CREATED} \
   org.opencontainers.image.authors="dev@airflow.apache.org" \
   org.opencontainers.image.url="https://airflow.apache.org" \
-  org.opencontainers.image.documentation="https://airflow.apache.org/docs/apache-airflow/stable/production-deployment.html" \
-  org.opencontainers.image.source="https://github.com/apache/airflow" \
+  org.opencontainers.image.documentation="https://airflow.apache.org/docs/docker-stack/index.html" \
   org.opencontainers.image.version="${AIRFLOW_VERSION}" \
   org.opencontainers.image.revision="${COMMIT_SHA}" \
   org.opencontainers.image.vendor="Apache Software Foundation" \
   org.opencontainers.image.licenses="Apache-2.0" \
   org.opencontainers.image.ref.name="airflow" \
   org.opencontainers.image.title="Production Airflow Image" \
-  org.opencontainers.image.description="Installed Apache Airflow"
+  org.opencontainers.image.description="Reference, production-ready Apache Airflow image"
 
 
 ENTRYPOINT ["/usr/bin/dumb-init", "--", "/entrypoint"]
diff --git a/Dockerfile.ci b/Dockerfile.ci
index 7b1dbf1..cca868e 100644
--- a/Dockerfile.ci
+++ b/Dockerfile.ci
@@ -21,7 +21,8 @@ FROM ${PYTHON_BASE_IMAGE} as main
 SHELL ["/bin/bash", "-o", "pipefail", "-e", "-u", "-x", "-c"]
 
 ARG PYTHON_BASE_IMAGE="python:3.6-slim-buster"
-ARG AIRFLOW_VERSION="2.1.0.dev0"
+ARG AIRFLOW_VERSION="2.1.3.dev0"
+ARG AIRFLOW_IMAGE_REPOSITORY="https://github.com/apache/airflow"
 # By increasing this number we can do force build of all dependencies
 ARG DEPENDENCIES_EPOCH_NUMBER="6"
 
@@ -98,6 +99,7 @@ RUN mkdir -pv /usr/share/man/man1 \
 COPY scripts/docker/*.sh /scripts/docker/
 RUN bash /scripts/docker/install_mysql.sh dev \
     && adduser airflow \
+    && echo "airflow:airflow" | chpasswd \
     && echo "airflow ALL=(ALL) NOPASSWD: ALL" > /etc/sudoers.d/airflow \
     && chmod 0440 /etc/sudoers.d/airflow
 
@@ -125,6 +127,15 @@ ARG RUNTIME_APT_DEPS="\
       unzip \
       vim \
       xxd"
+
+# Install Helm
+ARG HELM_VERSION="v3.6.3"
+
+RUN SYSTEM=$(uname -s | tr '[:upper:]' '[:lower:]') \
+    && HELM_URL="https://get.helm.sh/helm-${HELM_VERSION}-${SYSTEM}-amd64.tar.gz" \
+    && curl --location "${HELM_URL}" | tar -xvz -O "${SYSTEM}"-amd64/helm > /usr/local/bin/helm \
+    && chmod +x /usr/local/bin/helm
+
 ARG ADDITIONAL_RUNTIME_APT_DEPS=""
 ARG RUNTIME_APT_COMMAND=""
 ARG ADDITIONAL_RUNTIME_APT_COMMAND=""
@@ -207,7 +218,7 @@ ARG AIRFLOW_PRE_CACHED_PIP_PACKAGES="true"
 # By default in the image, we are installing all providers when installing from sources
 ARG INSTALL_PROVIDERS_FROM_SOURCES="true"
 ARG INSTALL_FROM_PYPI="true"
-ARG AIRFLOW_PIP_VERSION=21.1.2
+ARG AIRFLOW_PIP_VERSION=21.2.2
 # Setup PIP
 # By default PIP install run without cache to make image smaller
 ARG PIP_NO_CACHE_DIR="true"
@@ -270,7 +281,7 @@ ENV EAGER_UPGRADE_ADDITIONAL_REQUIREMENTS=${EAGER_UPGRADE_ADDITIONAL_REQUIREMENT
 RUN bash /scripts/docker/install_pip_version.sh; \
     if [[ ${AIRFLOW_PRE_CACHED_PIP_PACKAGES} == "true" && \
           ${UPGRADE_TO_NEWER_DEPENDENCIES} == "false" ]]; then \
-        bash /scripts/docker/install_airflow_from_branch_tip.sh; \
+        bash /scripts/docker/install_airflow_dependencies_from_branch_tip.sh; \
     fi
 
 # Generate random hex dump file so that we can determine whether it's faster to rebuild the image
@@ -299,8 +310,6 @@ COPY setup.cfg ${AIRFLOW_SOURCES}/setup.cfg
 
 COPY airflow/__init__.py ${AIRFLOW_SOURCES}/airflow/__init__.py
 
-ARG CONTINUE_ON_PIP_CHECK_FAILURE="false"
-
 # The goal of this line is to install the dependencies from the most current setup.py from sources
 # This will be usually incremental small set of packages in CI optimized build, so it will be very fast
 # In non-CI optimized build this will install all dependencies before installing sources.
@@ -325,11 +334,13 @@ RUN chmod a+x /entrypoint
 
 COPY scripts/docker/load.bash /opt/bats/lib/
 
-# We can copy everything here. The Context is filtered by dockerignore. This makes sure we are not
-# copying over stuff that is accidentally generated or that we do not need (such as egg-info)
-# if you want to add something that is missing and you expect to see it in the image you can
-# add it with ! in .dockerignore next to the airflow, test etc. directories there
-COPY . ${AIRFLOW_SOURCES}/
+# Additional python deps to install
+ARG ADDITIONAL_PYTHON_DEPS=""
+
+RUN bash /scripts/docker/install_pip_version.sh; \
+    if [[ -n "${ADDITIONAL_PYTHON_DEPS}" ]]; then \
+            bash /scripts/docker/install_additional_dependencies.sh; \
+    fi
 
 # Install autocomplete for airflow
 RUN if command -v airflow; then \
@@ -339,27 +350,16 @@ RUN if command -v airflow; then \
 # Install autocomplete for Kubectl
 RUN echo "source /etc/bash_completion" >> ~/.bashrc
 
-WORKDIR ${AIRFLOW_SOURCES}
-
-# Install Helm
-ARG HELM_VERSION="v3.2.4"
-
-RUN SYSTEM=$(uname -s | tr '[:upper:]' '[:lower:]') \
-    && HELM_URL="https://get.helm.sh/helm-${HELM_VERSION}-${SYSTEM}-amd64.tar.gz" \
-    && curl --location "${HELM_URL}" | tar -xvz -O "${SYSTEM}"-amd64/helm > /usr/local/bin/helm \
-    && chmod +x /usr/local/bin/helm
-
-# Additional python deps to install
-ARG ADDITIONAL_PYTHON_DEPS=""
+# We can copy everything here. The Context is filtered by dockerignore. This makes sure we are not
+# copying over stuff that is accidentally generated or that we do not need (such as egg-info)
+# if you want to add something that is missing and you expect to see it in the image you can
+# add it with ! in .dockerignore next to the airflow, test etc. directories there
+COPY . ${AIRFLOW_SOURCES}/
 
-RUN bash /scripts/docker/install_pip_version.sh; \
-    if [[ -n "${ADDITIONAL_PYTHON_DEPS}" ]]; then \
-            bash /scripts/docker/install_additional_dependencies.sh; \
-    fi
+WORKDIR ${AIRFLOW_SOURCES}
 
 ARG BUILD_ID
 ARG COMMIT_SHA
-ARG AIRFLOW_IMAGE_REPOSITORY="https://github.com/apache/airflow"
 ARG AIRFLOW_IMAGE_DATE_CREATED
 
 ENV PATH="/files/bin/:/opt/airflow/scripts/in_container/bin/:${HOME}:${PATH}" \
diff --git a/IMAGES.rst b/IMAGES.rst
index 82e6989..a1b1ace 100644
--- a/IMAGES.rst
+++ b/IMAGES.rst
@@ -24,7 +24,7 @@ Airflow has two main images (build from Dockerfiles):
 
   * Production image (Dockerfile) - that can be used to build your own production-ready Airflow installation
     You can read more about building and using the production image in the
-    `Production Deployments <https://airflow.apache.org/docs/apache-airflow/stable/production-deployment.html>`_ document.
+    `Docker stack <https://airflow.apache.org/docs/docker-stack/index.html>`_ documentation.
     The image is built using `Dockerfile <Dockerfile>`_
 
   * CI image (Dockerfile.ci) - used for running tests and local development. The image is built using
@@ -246,19 +246,21 @@ Images with a commit SHA (built for pull requests and pushes)
 
 .. code-block:: bash
 
-  ghcr.io/apache/airflow-<BRANCH>-pythonX.Y-ci-v2:<COMMIT_SHA>    - for CI images
-  ghcr.io/apache/airflow-<BRANCH>-pythonX.Y-v2:<COMMIT_SHA>       - for production images
-  ghcr.io/apache/airflow-<BRANCH>-pythonX.Y-build-v2:<COMMIT_SHA> - for production build stage
-  ghcr.io/apache/airflow-python-v2:X.Y-slim-buster-<COMMIT_SHA>   - for base Python images
+  ghcr.io/apache/airflow/<BRANCH>/ci/python<X.Y>:<COMMIT_SHA>         - for CI images
+  ghcr.io/apache/airflow/<BRANCH>/prod/python<X.Y>:<COMMIT_SHA>       - for production images
+
+We do not push Base Python images and prod-build images when we prepare COMMIT builds, because those
+images are never rebuilt locally, so there is no need to store base images specific for those builds.
 
 Latest images (pushed when main merge succeeds):
 
 .. code-block:: bash
 
-  ghcr.io/apache/airflow-<BRANCH>-pythonX.Y-ci-v2:latest    - for CI images
-  ghcr.io/apache/airflow-<BRANCH>-pythonX.Y-v2:latest       - for production images
-  ghcr.io/apache/airflow-<BRANCH>-pythonX.Y-build-v2:latest - for production build stage
-  ghcr.io/apache/airflow-python-v2:X.Y-slim-buster          - for base Python images
+  ghcr.io/apache/airflow/<BRANCH>/python:<X.Y>-slim-buster        - for base Python images
+  ghcr.io/apache/airflow/<BRANCH>/ci/python<X.Y>:latest           - for CI images
+  ghcr.io/apache/airflow/<BRANCH>/ci-manifest/python<X.Y>:latest  - for CI Manifest images
+  ghcr.io/apache/airflow/<BRANCH>/prod/python<X.Y>:latest         - for production images
+  ghcr.io/apache/airflow/<BRANCH>/prod-build/python<X.Y>:latest   - for production build stage
 
 You can see all the current GitHub images at `<https://github.com/apache/airflow/packages>`_
 
@@ -445,12 +447,6 @@ The following build arguments (``--build-arg`` in docker build command) can be u
 |                                          |                                          | upgraded to newer versions matching      |
 |                                          |                                          | setup.py before installation.            |
 +------------------------------------------+------------------------------------------+------------------------------------------+
-| ``CONTINUE_ON_PIP_CHECK_FAILURE``        | ``false``                                | By default the image will fail if pip    |
-|                                          |                                          | check fails for it. This is good for     |
-|                                          |                                          | interactive building but on CI the       |
-|                                          |                                          | image should be built regardless - we    |
-|                                          |                                          | have a separate step to verify image.    |
-+------------------------------------------+------------------------------------------+------------------------------------------+
 | ``AIRFLOW_PRE_CACHED_PIP_PACKAGES``      | ``true``                                 | Allows to pre-cache airflow PIP packages |
 |                                          |                                          | from the GitHub of Apache Airflow        |
 |                                          |                                          | This allows to optimize iterations for   |
@@ -558,8 +554,8 @@ way of querying image details via API. You really need to download the image to
 We workaround it in the way that always when we build the image we build a very small image manifest
 containing randomly generated UUID and push it to registry together with the main CI image.
 The tag for the manifest image reflects the image it refers to with added ``-manifest`` suffix.
-The manifest image for ``ghcr.io/apache/airflow-main-python3.6-ci-v2`` is named
-``ghcr.io/apache/airflow-main-python3.6-ci-v2-manifest``.
+The manifest image for ``ghcr.io/apache/airflow/main/ci/python3.6`` is named
+``ghcr.io/apache/airflow/main/ci-manifest/python3.6``.
 
 The image is quickly pulled (it is really, really small) when important files change and the content
 of the randomly generated UUID is compared with the one in our image. If the contents are different
diff --git a/README.md b/README.md
index 9798136..d58a39f 100644
--- a/README.md
+++ b/README.md
@@ -209,8 +209,8 @@ Those are - in the order of most common ways people install Airflow:
 - [Docker Images](https://hub.docker.com/r/apache/airflow) to install airflow via
   `docker` tool, use them in Kubernetes, Helm Charts, `docker-compose`, `docker swarm` etc. You can
   read more about using, customising, and extending the images in the
-  [Latest docs](https://airflow.apache.org/docs/apache-airflow/stable/production-deployment.html), and
-  learn details on the internals in the [IMAGES.rst](IMAGES.rst) document.
+  [Latest docs](https://airflow.apache.org/docs/docker-stack/index.html), and
+  learn details on the internals in the [IMAGES.rst](https://github.com/apache/airflow/blob/main/IMAGES.rst) document.
 - [Tags in GitHub](https://github.com/apache/airflow/tags) to retrieve the git project sources that
   were used to generate official source packages via git
 
diff --git a/breeze b/breeze
index 7decdf6..2fe1458 100755
--- a/breeze
+++ b/breeze
@@ -164,6 +164,9 @@ function breeze::setup_default_breeze_constants() {
     # Can be overridden by '--force-build-images' flag.
     export FORCE_BUILD_IMAGES="false"
 
+    # When we push from breeze we always want to push base python images
+    export PUSH_PYTHON_BASE_IMAGE="true"
+
     # Determines whether to reinstall airflow at entering the image.
     export USE_AIRFLOW_VERSION=""
     # if set to true, the ci image will look for wheel packages in dist folder and will install them
@@ -569,8 +572,7 @@ EOF
 #   AIRFLOW_SOURCES
 #   AIRFLOW_CI_IMAGE
 #   AIRFLOW_PROD_IMAGE
-#   AIRFLOW_PROD_IMAGE_KUBERNETES
-#   AIRFLOW_PROD_BASE_TAG
+#   AIRFLOW_IMAGE_KUBERNETES
 #   SQLITE_URL
 #
 # Arguments:
@@ -633,8 +635,7 @@ export MYSQL_VERSION="${MYSQL_VERSION}"
 export AIRFLOW_SOURCES="${AIRFLOW_SOURCES}"
 export AIRFLOW_CI_IMAGE="${AIRFLOW_CI_IMAGE}"
 export AIRFLOW_PROD_IMAGE="${AIRFLOW_PROD_IMAGE}"
-export AIRFLOW_PROD_IMAGE_KUBERNETES="${AIRFLOW_PROD_IMAGE_KUBERNETES}"
-export AIRFLOW_PROD_BASE_TAG="${AIRFLOW_PROD_BASE_TAG}"
+export AIRFLOW_IMAGE_KUBERNETES="${AIRFLOW_IMAGE_KUBERNETES}"
 export SQLITE_URL="${SQLITE_URL}"
 export USE_AIRFLOW_VERSION="${USE_AIRFLOW_VERSION}"
 export USE_PACKAGES_FROM_DIST="${USE_PACKAGES_FROM_DIST}"
@@ -650,7 +651,6 @@ EOF
 #
 # Global constants set:
 #
-#     PYTHON_BASE_IMAGE_VERSION
 #     PYTHON_BASE_IMAGE
 #     AIRFLOW_CI_IMAGE
 #     BUILT_CI_IMAGE_FLAG_FILE
@@ -934,7 +934,6 @@ function breeze::parse_arguments() {
             echo
             export DOCKER_CACHE="disabled"
             # if not set here, docker cached is determined later, depending on type of image to be build
-            readonly DOCKER_CACHE
             export FORCE_BUILD_IMAGES="true"
             shift
             ;;
@@ -950,7 +949,6 @@ function breeze::parse_arguments() {
             echo
             export DOCKER_CACHE="local"
             # if not set here, docker cached is determined later, depending on type of image to be build
-            readonly DOCKER_CACHE
             shift
             ;;
         -U | --build-cache-pulled)
@@ -958,14 +956,12 @@ function breeze::parse_arguments() {
             echo
             export DOCKER_CACHE="pulled"
             # if not set here, docker cached is determined later, depending on type of image to be build
-            readonly DOCKER_CACHE
             shift
             ;;
         -X | --build-cache-disabled)
             echo "Use disabled cache to build images"
             echo
             export DOCKER_CACHE="disabled"
-            readonly DOCKER_CACHE
             # if not set here, docker cached is determined later, depending on type of image to be build
             shift
             ;;
@@ -1126,7 +1122,6 @@ function breeze::parse_arguments() {
             export CHECK_IMAGE_FOR_REBUILD="false"
             export SKIP_BUILDING_PROD_IMAGE="true"
             export SKIP_CHECK_REMOTE_IMAGE="true"
-            export FAIL_ON_GITHUB_DOCKER_PULL_ERROR="true"
             shift 2
             ;;
         --init-script)
@@ -1177,12 +1172,6 @@ function breeze::parse_arguments() {
             echo
             shift
             ;;
-        --continue-on-pip-check-failure)
-            export CONTINUE_ON_PIP_CHECK_FAILURE="true"
-            echo "Skip PIP check failure."
-            echo
-            shift
-            ;;
         --package-format)
             export PACKAGE_FORMAT="${2}"
             echo "Selected package type: ${PACKAGE_FORMAT}"
@@ -3571,7 +3560,7 @@ breeze::check_and_save_all_params
 
 build_images::determine_docker_cache_strategy
 
-build_images::get_docker_image_names
+build_images::get_docker_cache_image_names
 
 initialization::make_constants_read_only
 
diff --git a/breeze-complete b/breeze-complete
index db9e42a..045bb65 100644
--- a/breeze-complete
+++ b/breeze-complete
@@ -29,7 +29,7 @@ _breeze_allowed_integrations="cassandra kerberos mongo openldap pinot rabbitmq r
 _breeze_allowed_generate_constraints_modes="source-providers pypi-providers no-providers"
 _breeze_allowed_kubernetes_modes="image"
 _breeze_allowed_kubernetes_versions="v1.20.2 v1.19.7 v1.18.15"
-_breeze_allowed_helm_versions="v3.2.4"
+_breeze_allowed_helm_versions="v3.6.3"
 _breeze_allowed_kind_versions="v0.11.1"
 _breeze_allowed_mysql_versions="5.7 8"
 _breeze_allowed_postgres_versions="9.6 10 11 12 13"
diff --git a/dev/retag_docker_images.py b/dev/retag_docker_images.py
index 5eeda8e..f29ce1b 100755
--- a/dev/retag_docker_images.py
+++ b/dev/retag_docker_images.py
@@ -36,10 +36,11 @@ PYTHON_VERSIONS = ["3.6", "3.7", "3.8", "3.9"]
 GHCR_IO_PREFIX = "ghcr.io/apache/airflow"
 
 GHCR_IO_IMAGES = [
-    "{prefix}-{branch}-python{python_version}-ci-v2-manifest:latest",
-    "{prefix}-{branch}-python{python_version}-ci-v2:latest",
-    "{prefix}-{branch}-python{python_version}-v2:latest",
-    "{prefix}-{branch}-python{python_version}-build-v2:latest",
+    "{prefix}/{branch}/ci-manifest/python{python_version}:latest",
+    "{prefix}/{branch}/ci/python{python_version}:latest",
+    "{prefix}/{branch}/prod-build/python{python_version}-build-v2:latest",
+    "{prefix}/{branch}/prod/python{python_version}-build-v2:latest",
+    "{prefix}/{branch}/python:{python_version}-slim-buster",
 ]
 
 
diff --git a/docs/docker-stack/build-arg-ref.rst b/docs/docker-stack/build-arg-ref.rst
index 8780970..f2507e0 100644
--- a/docs/docker-stack/build-arg-ref.rst
+++ b/docs/docker-stack/build-arg-ref.rst
@@ -79,12 +79,6 @@ for examples of using those arguments.
 +------------------------------------------+------------------------------------------+------------------------------------------+
 | Build argument                           | Default value                            | Description                              |
 +==========================================+==========================================+==========================================+
-| ``CONTINUE_ON_PIP_CHECK_FAILURE``        | ``false``                                | By default the image build fails if pip  |
-|                                          |                                          | check fails for it. This is good for     |
-|                                          |                                          | interactive building but on CI the       |
-|                                          |                                          | image should be built regardless - we    |
-|                                          |                                          | have a separate step to verify image.    |
-+------------------------------------------+------------------------------------------+------------------------------------------+
 | ``UPGRADE_TO_NEWER_DEPENDENCIES``        | ``false``                                | If set to true, the dependencies are     |
 |                                          |                                          | upgraded to newer versions matching      |
 |                                          |                                          | setup.py before installation.            |
diff --git a/scripts/ci/images/ci_prepare_ci_image_on_ci.sh b/scripts/ci/images/ci_prepare_ci_image_on_ci.sh
index a550038..8a89a30 100755
--- a/scripts/ci/images/ci_prepare_ci_image_on_ci.sh
+++ b/scripts/ci/images/ci_prepare_ci_image_on_ci.sh
@@ -29,24 +29,13 @@ function build_ci_image_on_ci() {
 
     if [[ ${GITHUB_REGISTRY_WAIT_FOR_IMAGE} == "true" ]]; then
         # Pretend that the image was build. We already have image with the right sources baked in!
+        # so all the checksums are assumed to be correct
         md5sum::calculate_md5sum_for_all_files
 
-        # Tries to wait for the images indefinitely
-        # skips further image checks - since we already have the target image
-
-        local python_tag_suffix=""
-        if [[ ${GITHUB_REGISTRY_PULL_IMAGE_TAG} != "latest" ]]; then
-            python_tag_suffix="-${GITHUB_REGISTRY_PULL_IMAGE_TAG}"
-        fi
-        # first we pull base python image. We will need it to re-push it after main build
-        # Becoming the new "latest" image for other builds
-        build_images::wait_for_image_tag "${AIRFLOW_PYTHON_BASE_IMAGE}" \
-            "${python_tag_suffix}"
-
-        # And then the actual image
-        build_images::wait_for_image_tag "${AIRFLOW_CI_IMAGE}" \
-            ":${GITHUB_REGISTRY_PULL_IMAGE_TAG}"
+        # Remove me on 7th August 2021 after all users had chance to rebase
+        legacy_ci_image="ghcr.io/${GITHUB_REPOSITORY}-${BRANCH_NAME}-python${PYTHON_MAJOR_MINOR_VERSION}-ci-v2:${GITHUB_REGISTRY_PULL_IMAGE_TAG}"
 
+        build_images::wait_for_image_tag "${AIRFLOW_CI_IMAGE}" ":${GITHUB_REGISTRY_PULL_IMAGE_TAG}" "${legacy_ci_image}"
         md5sum::update_all_md5_with_group
     else
         build_images::rebuild_ci_image_if_needed
diff --git a/scripts/ci/images/ci_prepare_prod_image_on_ci.sh b/scripts/ci/images/ci_prepare_prod_image_on_ci.sh
index dbcb07d..14bd71f 100755
--- a/scripts/ci/images/ci_prepare_prod_image_on_ci.sh
+++ b/scripts/ci/images/ci_prepare_prod_image_on_ci.sh
@@ -33,36 +33,13 @@ function build_prod_images_on_ci() {
 
     if [[ ${GITHUB_REGISTRY_WAIT_FOR_IMAGE} == "true" ]]; then
         # Tries to wait for the images indefinitely
-        # skips further image checks - since we already have the target image
-
-        local python_tag_suffix=""
-        if [[ ${GITHUB_REGISTRY_PULL_IMAGE_TAG} != "latest" ]]; then
-            python_tag_suffix="-${GITHUB_REGISTRY_PULL_IMAGE_TAG}"
-        fi
-
-        if [[ "${WAIT_FOR_PYTHON_BASE_IMAGE=}" == "true" ]]; then
-            # first we pull base python image. We will need it to re-push it after main build
-            # Becoming the new "latest" image for other builds
-            build_images::wait_for_image_tag "${AIRFLOW_PYTHON_BASE_IMAGE}" \
-                "${python_tag_suffix}"
-        fi
-
-        # And then the actual image
-        build_images::wait_for_image_tag "${AIRFLOW_PROD_IMAGE}" \
-            ":${GITHUB_REGISTRY_PULL_IMAGE_TAG}"
-
-        # And the prod build image
-        if [[ "${WAIT_FOR_PROD_BUILD_IMAGE=}" == "true" ]]; then
-            # If specified in variable - also waits for the build image
-            build_images::wait_for_image_tag "${AIRFLOW_PROD_BUILD_IMAGE}" \
-                ":${GITHUB_REGISTRY_PULL_IMAGE_TAG}"
-        fi
-
+        # Remove me on 7th August 2021 after all users had chance to rebase
+        legacy_prod_image="ghcr.io/${GITHUB_REPOSITORY}-${BRANCH_NAME}-python${PYTHON_MAJOR_MINOR_VERSION}-v2:${GITHUB_REGISTRY_PULL_IMAGE_TAG}"
+        build_images::wait_for_image_tag "${AIRFLOW_PROD_IMAGE}" ":${GITHUB_REGISTRY_PULL_IMAGE_TAG}" "${legacy_prod_image}"
     else
         build_images::build_prod_images_from_locally_built_airflow_packages
     fi
 
-
     # Disable force pulling forced above this is needed for the subsequent scripts so that
     # They do not try to pull/build images again
     unset FORCE_PULL_IMAGES
diff --git a/scripts/ci/tools/fix_ownership.sh b/scripts/ci/images/ci_push_legacy_ci_images.sh
similarity index 58%
copy from scripts/ci/tools/fix_ownership.sh
copy to scripts/ci/images/ci_push_legacy_ci_images.sh
index 6ed1161..aa6696b 100755
--- a/scripts/ci/tools/fix_ownership.sh
+++ b/scripts/ci/images/ci_push_legacy_ci_images.sh
@@ -15,26 +15,13 @@
 # KIND, either express or implied.  See the License for the
 # specific language governing permissions and limitations
 # under the License.
-
-#
-# Fixes ownership for files created inside container (files owned by root will be owned by host user)
-#
 # shellcheck source=scripts/ci/libraries/_script_init.sh
 . "$( dirname "${BASH_SOURCE[0]}" )/../libraries/_script_init.sh"
 
-if [[ ${OSTYPE} == "darwin"* ]]; then
-    # No need to fix ownership on MacOS - the filesystem there takes care about ownership mapping
-    exit
-fi
-
-declare -a EXTRA_DOCKER_FLAGS
-
-sanity_checks::sanitize_mounted_files
-
-read -r -a EXTRA_DOCKER_FLAGS <<<"$(local_mounts::convert_local_mounts_to_docker_params)"
+# This script pushes legacy images to old-naming-convention images
+# It should be removed ~ 7th of August, giving users time to rebase their old pull requests
+build_images::prepare_ci_build
 
-docker_v run --entrypoint /bin/bash "${EXTRA_DOCKER_FLAGS[@]}" \
-    --rm \
-    --env-file "${AIRFLOW_SOURCES}/scripts/ci/docker-compose/_docker.env" \
-    "${AIRFLOW_CI_IMAGE}" \
-    -c /opt/airflow/scripts/in_container/run_fix_ownership.sh || true
+legacy_ci_image="ghcr.io/${GITHUB_REPOSITORY}-${BRANCH_NAME}-python${PYTHON_MAJOR_MINOR_VERSION}-ci-v2:${GITHUB_REGISTRY_PUSH_IMAGE_TAG}"
+docker tag "${AIRFLOW_CI_IMAGE}" "${legacy_ci_image}"
+docker push "${legacy_ci_image}"
diff --git a/scripts/ci/tools/fix_ownership.sh b/scripts/ci/images/ci_push_legacy_prod_images.sh
similarity index 58%
copy from scripts/ci/tools/fix_ownership.sh
copy to scripts/ci/images/ci_push_legacy_prod_images.sh
index 6ed1161..3f74874 100755
--- a/scripts/ci/tools/fix_ownership.sh
+++ b/scripts/ci/images/ci_push_legacy_prod_images.sh
@@ -15,26 +15,13 @@
 # KIND, either express or implied.  See the License for the
 # specific language governing permissions and limitations
 # under the License.
-
-#
-# Fixes ownership for files created inside container (files owned by root will be owned by host user)
-#
 # shellcheck source=scripts/ci/libraries/_script_init.sh
 . "$( dirname "${BASH_SOURCE[0]}" )/../libraries/_script_init.sh"
 
-if [[ ${OSTYPE} == "darwin"* ]]; then
-    # No need to fix ownership on MacOS - the filesystem there takes care about ownership mapping
-    exit
-fi
-
-declare -a EXTRA_DOCKER_FLAGS
-
-sanity_checks::sanitize_mounted_files
-
-read -r -a EXTRA_DOCKER_FLAGS <<<"$(local_mounts::convert_local_mounts_to_docker_params)"
+# This script pushes legacy images to old-naming-convention images which will keep old PRs working before
+# Rebasing to main. It should be removed ~7th of August 2021, giving users time to rebase their old pull requests
+build_images::prepare_ci_build
 
-docker_v run --entrypoint /bin/bash "${EXTRA_DOCKER_FLAGS[@]}" \
-    --rm \
-    --env-file "${AIRFLOW_SOURCES}/scripts/ci/docker-compose/_docker.env" \
-    "${AIRFLOW_CI_IMAGE}" \
-    -c /opt/airflow/scripts/in_container/run_fix_ownership.sh || true
+legacy_prod_image="ghcr.io/${GITHUB_REPOSITORY}-${BRANCH_NAME}-python${PYTHON_MAJOR_MINOR_VERSION}-v2:${GITHUB_REGISTRY_PUSH_IMAGE_TAG}"
+docker tag "${AIRFLOW_PROD_IMAGE}" "${legacy_prod_image}"
+docker push "${legacy_prod_image}"
diff --git a/scripts/ci/images/ci_wait_for_and_verify_all_ci_images.sh b/scripts/ci/images/ci_wait_for_and_verify_all_ci_images.sh
index 4255374..39dfe8f 100755
--- a/scripts/ci/images/ci_wait_for_and_verify_all_ci_images.sh
+++ b/scripts/ci/images/ci_wait_for_and_verify_all_ci_images.sh
@@ -25,6 +25,8 @@ source "${LIBRARIES_DIR}/_all_libs.sh"
 
 initialization::set_output_color_variables
 
+PARALLEL_TAIL_LENGTH=5
+
 parallel::make_sure_gnu_parallel_is_installed
 
 parallel::make_sure_python_versions_are_specified
diff --git a/scripts/ci/images/ci_wait_for_and_verify_all_prod_images.sh b/scripts/ci/images/ci_wait_for_and_verify_all_prod_images.sh
index 08ed54b..6786a31 100755
--- a/scripts/ci/images/ci_wait_for_and_verify_all_prod_images.sh
+++ b/scripts/ci/images/ci_wait_for_and_verify_all_prod_images.sh
@@ -25,6 +25,8 @@ source "${LIBRARIES_DIR}/_all_libs.sh"
 
 initialization::set_output_color_variables
 
+PARALLEL_TAIL_LENGTH=5
+
 parallel::make_sure_gnu_parallel_is_installed
 
 parallel::make_sure_python_versions_are_specified
diff --git a/scripts/ci/images/ci_wait_for_and_verify_ci_image.sh b/scripts/ci/images/ci_wait_for_and_verify_ci_image.sh
index 105bcfb..bb18100 100755
--- a/scripts/ci/images/ci_wait_for_and_verify_ci_image.sh
+++ b/scripts/ci/images/ci_wait_for_and_verify_ci_image.sh
@@ -28,25 +28,34 @@ shift
 # shellcheck source=scripts/ci/libraries/_script_init.sh
 . "$( dirname "${BASH_SOURCE[0]}" )/../libraries/_script_init.sh"
 
+image_name_with_tag="${AIRFLOW_CI_IMAGE}:${GITHUB_REGISTRY_PULL_IMAGE_TAG}"
+
+# Remove me on 7th August 2021 after all users had chance to rebase
+legacy_ci_image="ghcr.io/${GITHUB_REPOSITORY}-${BRANCH_NAME}-python${PYTHON_MAJOR_MINOR_VERSION}-ci-v2:${GITHUB_REGISTRY_PULL_IMAGE_TAG}"
+
 function pull_ci_image() {
-    local image_name_with_tag="${AIRFLOW_CI_IMAGE}:${GITHUB_REGISTRY_PULL_IMAGE_TAG}"
-    start_end::group_start "Pulling ${image_name_with_tag} image"
-    push_pull_remove_images::pull_image_if_not_present_or_forced "${image_name_with_tag}"
+    start_end::group_start "Pulling image: ${IMAGE_AVAILABLE}"
+    push_pull_remove_images::pull_image_if_not_present_or_forced "${IMAGE_AVAILABLE}"
+    # Remove me on 7th August 2021 after all users had chance to rebase
+    if [[ ${IMAGE_AVAILABLE} != "${image_name_with_tag}" ]]; then
+        verbosity::print_info "Tagging the legacy ${IMAGE_AVAILABLE} with ${image_name_with_tag}"
+        docker tag "${IMAGE_AVAILABLE}" "${image_name_with_tag}"
+    fi
     start_end::group_end
-
 }
 
 start_end::group_start "Configure Docker Registry"
 build_images::configure_docker_registry
 start_end::group_end
 
-start_end::group_start "Waiting for ${AIRFLOW_CI_IMAGE}"
-
-push_pull_remove_images::wait_for_image "${AIRFLOW_CI_IMAGE}:${GITHUB_REGISTRY_PULL_IMAGE_TAG}"
+start_end::group_start "Waiting for ${image_name_with_tag}"
+# Remove me on 7th August 2021 after all users had chance to rebase
+push_pull_remove_images::wait_for_image "${image_name_with_tag}" "${legacy_ci_image}"
 build_images::prepare_ci_build
-pull_ci_image
 start_end::group_end
 
+pull_ci_image
+
 if [[ ${VERIFY_IMAGE=} != "false" ]]; then
-    verify_image::verify_ci_image "${AIRFLOW_CI_IMAGE}:${GITHUB_REGISTRY_PULL_IMAGE_TAG}"
+    verify_image::verify_ci_image "${image_name_with_tag}"
 fi
diff --git a/scripts/ci/images/ci_wait_for_and_verify_prod_image.sh b/scripts/ci/images/ci_wait_for_and_verify_prod_image.sh
index 482b0a5..d93da72 100755
--- a/scripts/ci/images/ci_wait_for_and_verify_prod_image.sh
+++ b/scripts/ci/images/ci_wait_for_and_verify_prod_image.sh
@@ -28,22 +28,34 @@ shift
 # shellcheck source=scripts/ci/libraries/_script_init.sh
 . "$( dirname "${BASH_SOURCE[0]}" )/../libraries/_script_init.sh"
 
-start_end::group_start "Configure Docker Registry"
-build_images::configure_docker_registry
-start_end::group_end
+image_name_with_tag="${AIRFLOW_PROD_IMAGE}:${GITHUB_REGISTRY_PULL_IMAGE_TAG}"
+
+# Remove me on 7th August 2021 after all users had chance to rebase
+legacy_prod_image="ghcr.io/${GITHUB_REPOSITORY}-${BRANCH_NAME}-python${PYTHON_MAJOR_MINOR_VERSION}-v2:${GITHUB_REGISTRY_PULL_IMAGE_TAG}"
 
-start_end::group_start "Waiting for ${AIRFLOW_PROD_IMAGE}:${GITHUB_REGISTRY_PULL_IMAGE_TAG}"
+function pull_prod_image() {
+    start_end::group_start  "Pulling image: ${IMAGE_AVAILABLE}"
+    push_pull_remove_images::pull_image_if_not_present_or_forced "${IMAGE_AVAILABLE}"
+    # Remove me on 7th August 2021 after all users had chance to rebase
+    if [[ ${IMAGE_AVAILABLE} != "${image_name_with_tag}" ]]; then
+        verbosity::print_info "Tagging the legacy ${IMAGE_AVAILABLE} with ${image_name_with_tag}"
+        docker tag "${IMAGE_AVAILABLE}" "${image_name_with_tag}"
+    fi
+    start_end::group_end
+}
 
-push_pull_remove_images::wait_for_image "${AIRFLOW_PROD_IMAGE}:${GITHUB_REGISTRY_PULL_IMAGE_TAG}"
+start_end::group_start "Configure Docker Registry"
+build_images::configure_docker_registry
 start_end::group_end
 
-start_end::group_start "Pulling the PROD Image"
+start_end::group_start "Waiting for ${image_name_with_tag}"
+# Remove me on 7th August 2021 after all users had chance to rebase
+push_pull_remove_images::wait_for_image "${image_name_with_tag}" "${legacy_prod_image}"
 build_images::prepare_prod_build
-image_name_with_tag="${AIRFLOW_PROD_IMAGE}:${GITHUB_REGISTRY_PULL_IMAGE_TAG}"
-verbosity::print_info "Pulling the ${image_name_with_tag} image and tagging with ${AIRFLOW_PROD_IMAGE}"
-push_pull_remove_images::pull_image_if_not_present_or_forced "${image_name_with_tag}"
 start_end::group_end
 
+pull_prod_image
+
 if [[ ${VERIFY_IMAGE=} != "false" ]]; then
-    verify_image::verify_prod_image "${AIRFLOW_PROD_IMAGE}:${GITHUB_REGISTRY_PULL_IMAGE_TAG}"
+    verify_image::verify_prod_image "${image_name_with_tag}"
 fi
diff --git a/scripts/ci/libraries/_build_images.sh b/scripts/ci/libraries/_build_images.sh
index ca94e4c..dfbfe1a 100644
--- a/scripts/ci/libraries/_build_images.sh
+++ b/scripts/ci/libraries/_build_images.sh
@@ -251,7 +251,6 @@ EOF
 # Retrieves information about build cache hash random file from the local image
 #
 function build_images::get_local_build_cache_hash() {
-
     set +e
     # Remove the container just in case
     docker_v rm --force "local-airflow-ci-container" 2>/dev/null >/dev/null
@@ -262,6 +261,7 @@ function build_images::get_local_build_cache_hash() {
         LOCAL_MANIFEST_IMAGE_UNAVAILABLE="true"
         export LOCAL_MANIFEST_IMAGE_UNAVAILABLE
         touch "${LOCAL_IMAGE_BUILD_CACHE_HASH_FILE}"
+        set -e
         return
 
     fi
@@ -296,6 +296,7 @@ function build_images::get_remote_image_build_cache_hash() {
         REMOTE_DOCKER_REGISTRY_UNREACHABLE="true"
         export REMOTE_DOCKER_REGISTRY_UNREACHABLE
         touch "${REMOTE_IMAGE_BUILD_CACHE_HASH_FILE}"
+        set -e
         return
     fi
     set -e
@@ -358,49 +359,44 @@ function build_images::get_github_container_registry_image_prefix() {
     echo "${GITHUB_REPOSITORY}" | tr '[:upper:]' '[:lower:]'
 }
 
-function build_images::get_docker_image_names() {
-    # python image version to use
-    export PYTHON_BASE_IMAGE_VERSION=${PYTHON_BASE_IMAGE_VERSION:=${PYTHON_MAJOR_MINOR_VERSION}}
-
+function build_images::get_docker_cache_image_names() {
     # Python base image to use
-    export PYTHON_BASE_IMAGE="python:${PYTHON_BASE_IMAGE_VERSION}-slim-buster"
+    export PYTHON_BASE_IMAGE="python:${PYTHON_MAJOR_MINOR_VERSION}-slim-buster"
 
     local image_name
     image_name="${GITHUB_REGISTRY}/$(build_images::get_github_container_registry_image_prefix)"
 
-    # CI image base tag
-    export AIRFLOW_CI_BASE_TAG="${BRANCH_NAME}-python${PYTHON_MAJOR_MINOR_VERSION}-ci"
+    # Example:
+    #  ghcr.io/apache/airflow/main/python:3.8-slim-buster
+    export AIRFLOW_PYTHON_BASE_IMAGE="${image_name}/${BRANCH_NAME}/python:${PYTHON_MAJOR_MINOR_VERSION}-slim-buster"
 
     # Example:
-    #  ghcr.io/apache/airflow-main-python3.8-ci-v2
-    export AIRFLOW_CI_IMAGE="${image_name}-${AIRFLOW_CI_BASE_TAG}${GITHUB_REGISTRY_IMAGE_SUFFIX}"
+    #  ghcr.io/apache/airflow/main/ci/python3.8
+    export AIRFLOW_CI_IMAGE="${image_name}/${BRANCH_NAME}/ci/python${PYTHON_MAJOR_MINOR_VERSION}"
 
-    export AIRFLOW_CI_LOCAL_MANIFEST_IMAGE="local-airflow-ci-manifest:${AIRFLOW_CI_BASE_TAG}"
+    # Example:
+    #  local-airflow-ci-manifest/main/python3.8
+    export AIRFLOW_CI_LOCAL_MANIFEST_IMAGE="local-airflow-ci-manifest/${BRANCH_NAME}/python${PYTHON_MAJOR_MINOR_VERSION}"
 
     # Example:
-    #  ghcr.io/apache/airflow-main-python3.8-ci-v2-manifest
-    export AIRFLOW_CI_REMOTE_MANIFEST_IMAGE="${image_name}-${AIRFLOW_CI_BASE_TAG}${GITHUB_REGISTRY_IMAGE_SUFFIX}-manifest"
+    #  ghcr.io/apache/airflow/main/ci-manifest/python3.8
+    export AIRFLOW_CI_REMOTE_MANIFEST_IMAGE="${image_name}/${BRANCH_NAME}/ci-manifest/python${PYTHON_MAJOR_MINOR_VERSION}"
 
     # File that is touched when the CI image is built for the first time locally
     export BUILT_CI_IMAGE_FLAG_FILE="${BUILD_CACHE_DIR}/${BRANCH_NAME}/.built_${PYTHON_MAJOR_MINOR_VERSION}"
 
-    # PROD image to build
-    export AIRFLOW_PROD_BASE_TAG="${BRANCH_NAME}-python${PYTHON_MAJOR_MINOR_VERSION}"
-
     # Example:
-    #  ghcr.io/apache/airflow-v2-1-test-python-v2:3.6-slim-buster
-    export AIRFLOW_PROD_IMAGE="${image_name}-${AIRFLOW_PROD_BASE_TAG}${GITHUB_REGISTRY_IMAGE_SUFFIX}"
-
-    # PROD Kubernetes image to build
-    export AIRFLOW_PROD_IMAGE_KUBERNETES="${AIRFLOW_PROD_IMAGE}-kubernetes"
+    #  ghcr.io/apache/airflow/main/prod/python3.8
+    export AIRFLOW_PROD_IMAGE="${image_name}/${BRANCH_NAME}/prod/python${PYTHON_MAJOR_MINOR_VERSION}"
 
     # Example:
-    #   ghcr.io/apache/airflow-main-python3.6-build-v2
-    export AIRFLOW_PROD_BUILD_IMAGE="${image_name}-${AIRFLOW_PROD_BASE_TAG}-build${GITHUB_REGISTRY_IMAGE_SUFFIX}"
+    #   ghcr.io/apache/airflow/main/prod-build/python3.8
+    export AIRFLOW_PROD_BUILD_IMAGE="${image_name}/${BRANCH_NAME}/prod-build/python${PYTHON_MAJOR_MINOR_VERSION}"
+
+    # Kubernetes image to build
+    #  ghcr.io/apache/airflow/main/kubernetes/python3.8
+    export AIRFLOW_IMAGE_KUBERNETES="${image_name}/${BRANCH_NAME}/kubernetes/python${PYTHON_MAJOR_MINOR_VERSION}"
 
-    # Example:
-    #  ghcr.io/apache/airflow-python-v2:3.6-slim-buster
-    export AIRFLOW_PYTHON_BASE_IMAGE="${image_name}-python${GITHUB_REGISTRY_IMAGE_SUFFIX}:${PYTHON_BASE_IMAGE_VERSION}-slim-buster"
 
 
 }
@@ -669,7 +665,6 @@ Docker building ${AIRFLOW_CI_IMAGE}.
         --build-arg ADDITIONAL_RUNTIME_APT_DEPS="${ADDITIONAL_RUNTIME_APT_DEPS}" \
         --build-arg ADDITIONAL_RUNTIME_APT_ENV="${ADDITIONAL_RUNTIME_APT_ENV}" \
         --build-arg UPGRADE_TO_NEWER_DEPENDENCIES="${UPGRADE_TO_NEWER_DEPENDENCIES}" \
-        --build-arg CONTINUE_ON_PIP_CHECK_FAILURE="${CONTINUE_ON_PIP_CHECK_FAILURE}" \
         --build-arg CONSTRAINTS_GITHUB_REPOSITORY="${CONSTRAINTS_GITHUB_REPOSITORY}" \
         --build-arg AIRFLOW_CONSTRAINTS_REFERENCE="${DEFAULT_CONSTRAINTS_BRANCH}" \
         --build-arg AIRFLOW_CONSTRAINTS="${AIRFLOW_CONSTRAINTS}" \
@@ -810,7 +805,6 @@ function build_images::build_prod_images() {
         --build-arg INSTALL_FROM_PYPI="${INSTALL_FROM_PYPI}" \
         --build-arg INSTALL_FROM_DOCKER_CONTEXT_FILES="${INSTALL_FROM_DOCKER_CONTEXT_FILES}" \
         --build-arg UPGRADE_TO_NEWER_DEPENDENCIES="${UPGRADE_TO_NEWER_DEPENDENCIES}" \
-        --build-arg CONTINUE_ON_PIP_CHECK_FAILURE="${CONTINUE_ON_PIP_CHECK_FAILURE}" \
         --build-arg BUILD_ID="${CI_BUILD_ID}" \
         --build-arg COMMIT_SHA="${COMMIT_SHA}" \
         --build-arg CONSTRAINTS_GITHUB_REPOSITORY="${CONSTRAINTS_GITHUB_REPOSITORY}" \
@@ -845,7 +839,6 @@ function build_images::build_prod_images() {
         --build-arg INSTALL_FROM_PYPI="${INSTALL_FROM_PYPI}" \
         --build-arg INSTALL_FROM_DOCKER_CONTEXT_FILES="${INSTALL_FROM_DOCKER_CONTEXT_FILES}" \
         --build-arg UPGRADE_TO_NEWER_DEPENDENCIES="${UPGRADE_TO_NEWER_DEPENDENCIES}" \
-        --build-arg CONTINUE_ON_PIP_CHECK_FAILURE="${CONTINUE_ON_PIP_CHECK_FAILURE}" \
         --build-arg AIRFLOW_VERSION="${AIRFLOW_VERSION}" \
         --build-arg AIRFLOW_BRANCH="${AIRFLOW_BRANCH_FOR_PYPI_PRELOADING}" \
         --build-arg AIRFLOW_EXTRAS="${AIRFLOW_EXTRAS}" \
@@ -868,17 +861,37 @@ function build_images::build_prod_images() {
     fi
 }
 
+# Tags source image with names provided
+# $1 source image
+# $2, $3 - target image names
+function build_images::tag_image() {
+    local source_image_name="$1"
+    shift
+    local target_image_name
+    for target_image_name in "${@}"; do
+        echo
+        echo "Tagging ${source_image_name} as ${target_image_name}."
+        echo
+        docker_v tag "${source_image_name}" "${target_image_name}"
+    done
+}
+
 # Waits for image tag to appear in GitHub Registry, pulls it and tags with the target tag
 # Parameters:
 #  $1 - image name to wait for
-#  $2 - suffix of the image to wait for
-#  $3, $4, ... - target tags to tag the image with
+#  $2 - fallback image to wait for
+#  $3 - suffix of the image to wait for (Remove me on 7th August 2021 after all users had chance to rebase)
+#  $4, $5, ... - target tags to tag the image with
 function build_images::wait_for_image_tag() {
 
     local image_name="${1}"
     local image_suffix="${2}"
     shift 2
 
+    # Remove me 7th of August 2021
+    local legacy_image_to_pull="${1}"
+    shift
+
     local image_to_wait_for="${image_name}${image_suffix}"
     start_end::group_start "Wait for image tag ${image_to_wait_for}"
     while true; do
@@ -891,26 +904,34 @@ function build_images::wait_for_image_tag() {
         image_hash="$(docker images -q "${image_to_wait_for}" 2>>"${OUTPUT_LOG}" || true)"
         if [[ -z "${image_hash}" ]]; then
             echo
-            echo "The image ${image_to_wait_for} is not yet available. No local hash for the image. Waiting."
+            echo "The image ${image_to_wait_for} is not yet available. No local hash for the image. Falling bacl to legacy."
             echo
             echo "Last log:"
             cat "${OUTPUT_LOG}" || true
             echo
-            sleep 10
-        else
-            echo
-            echo "The image ${image_to_wait_for} with '${image_name}' tag"
-            echo
-            echo
-            echo "Tagging ${image_to_wait_for} as ${image_name}."
-            echo
-            docker_v tag "${image_to_wait_for}" "${image_name}"
-            for TARGET_TAG in "${@}"; do
+            echo "Checking Legacy image!"
+            # Legacy - Remove me 7th of August 2021
+            set +e
+            echo "${COLOR_BLUE}Docker pull ${legacy_image_to_pull} ${COLOR_RESET}" >"${OUTPUT_LOG}"
+            docker_v pull "${legacy_image_to_pull}" >>"${OUTPUT_LOG}" 2>&1
+            set -e
+            echo "${COLOR_BLUE} Docker images -q ${legacy_image_to_pull}${COLOR_RESET}" >>"${OUTPUT_LOG}"
+            image_hash="$(docker images -q "${legacy_image_to_pull}" 2>>"${OUTPUT_LOG}" || true)"
+            if [[ -z "${image_hash}" ]]; then
                 echo
-                echo "Tagging ${image_to_wait_for} as ${TARGET_TAG}."
+                echo "The image ${legacy_image_to_pull} is not yet available. No local hash for the image. Waiting."
                 echo
-                docker_v tag "${image_to_wait_for}" "${TARGET_TAG}"
-            done
+                echo "Last log:"
+                cat "${OUTPUT_LOG}" || true
+                sleep 10
+            else
+                # Legacy - Rremove me 7th of August 2021
+                # Pretend that the image we waited for was downloaded :)
+                build_images::tag_image "${legacy_image_to_pull}" "${image_to_wait_for}" "${image_name}:latest" "${@}"
+                break
+            fi
+        else
+            build_images::tag_image "${image_to_wait_for}" "${image_name}:latest" "${@}"
             break
         fi
     done
@@ -927,7 +948,6 @@ function build_images::determine_docker_cache_strategy() {
             export DOCKER_CACHE="pulled"
         fi
     fi
-    readonly DOCKER_CACHE
     verbosity::print_info
     verbosity::print_info "Using ${DOCKER_CACHE} cache strategy for the build."
     verbosity::print_info
diff --git a/scripts/ci/libraries/_initialization.sh b/scripts/ci/libraries/_initialization.sh
index cbeb932..a51cdd0 100644
--- a/scripts/ci/libraries/_initialization.sh
+++ b/scripts/ci/libraries/_initialization.sh
@@ -153,6 +153,10 @@ function initialization::initialize_base_variables() {
 
     # Dry run - only show docker-compose and docker commands but do not execute them
     export DRY_RUN_DOCKER=${DRY_RUN_DOCKER:="false"}
+
+    # By default we only push built ci/prod images - base python images are only pushed
+    # When requested
+    export PUSH_PYTHON_BASE_IMAGE=${PUSH_PYTHON_BASE_IMAGE:="false"}
 }
 
 # Determine current branch
@@ -200,7 +204,7 @@ function initialization::initialize_files_for_rebuild_check() {
         "scripts/docker/common.sh"
         "scripts/docker/install_additional_dependencies.sh"
         "scripts/docker/install_airflow.sh"
-        "scripts/docker/install_airflow_from_branch_tip.sh"
+        "scripts/docker/install_airflow_dependencies_from_branch_tip.sh"
         "scripts/docker/install_from_docker_context_files.sh"
         "scripts/docker/install_mysql.sh"
         "airflow/www/package.json"
@@ -282,9 +286,6 @@ function initialization::initialize_force_variables() {
 
     # Can be set to true to skip if the image is newer in registry
     export SKIP_CHECK_REMOTE_IMAGE=${SKIP_CHECK_REMOTE_IMAGE:="false"}
-
-    # Should be set to true if you expect image frm GitHub to be present and downloaded
-    export FAIL_ON_GITHUB_DOCKER_PULL_ERROR=${FAIL_ON_GITHUB_DOCKER_PULL_ERROR:="false"}
 }
 
 # Determine information about the host
@@ -401,7 +402,7 @@ function initialization::initialize_image_build_variables() {
     export INSTALLED_PROVIDERS
     export INSTALLED_EXTRAS="async,amazon,celery,cncf.kubernetes,docker,dask,elasticsearch,ftp,grpc,hashicorp,http,imap,ldap,google,microsoft.azure,mysql,postgres,redis,sendgrid,sftp,slack,ssh,statsd,virtualenv"
 
-    AIRFLOW_PIP_VERSION=${AIRFLOW_PIP_VERSION:="21.1"}
+    AIRFLOW_PIP_VERSION=${AIRFLOW_PIP_VERSION:="21.2.2"}
     export AIRFLOW_PIP_VERSION
 
     # We also pin version of wheel used to get consistent builds
@@ -425,9 +426,6 @@ function initialization::initialize_image_build_variables() {
     # Installs different airflow version than current from the sources
     export INSTALL_AIRFLOW_VERSION=${INSTALL_AIRFLOW_VERSION:=""}
 
-    # Continue on PIP CHECK failure
-    export CONTINUE_ON_PIP_CHECK_FAILURE=${CONTINUE_ON_PIP_CHECK_FAILURE:="false"}
-
     # Determines if airflow should be installed from a specified reference in GitHub
     export INSTALL_AIRFLOW_REFERENCE=${INSTALL_AIRFLOW_REFERENCE:=""}
 
@@ -482,7 +480,7 @@ function initialization::initialize_kubernetes_variables() {
     CURRENT_KIND_VERSIONS+=("v0.11.1")
     export CURRENT_KIND_VERSIONS
     # Currently supported versions of Helm
-    CURRENT_HELM_VERSIONS+=("v3.2.4")
+    CURRENT_HELM_VERSIONS+=("v3.6.3")
     export CURRENT_HELM_VERSIONS
     # Current executor in chart
     CURRENT_EXECUTOR+=("KubernetesExecutor")
@@ -535,7 +533,6 @@ function initialization::initialize_git_variables() {
 function initialization::initialize_github_variables() {
     # Defaults for interacting with GitHub
     export GITHUB_REGISTRY="ghcr.io"
-    export GITHUB_REGISTRY_IMAGE_SUFFIX=${GITHUB_REGISTRY_IMAGE_SUFFIX:="-v2"}
     export GITHUB_REGISTRY_WAIT_FOR_IMAGE=${GITHUB_REGISTRY_WAIT_FOR_IMAGE:="false"}
     export GITHUB_REGISTRY_PULL_IMAGE_TAG=${GITHUB_REGISTRY_PULL_IMAGE_TAG:="latest"}
     export GITHUB_REGISTRY_PUSH_IMAGE_TAG=${GITHUB_REGISTRY_PUSH_IMAGE_TAG:="latest"}
@@ -634,7 +631,6 @@ Force variables:
     FORCE_BUILD_IMAGES: ${FORCE_BUILD_IMAGES}
     FORCE_ANSWER_TO_QUESTIONS: ${FORCE_ANSWER_TO_QUESTIONS}
     SKIP_CHECK_REMOTE_IMAGE: ${SKIP_CHECK_REMOTE_IMAGE}
-    FAIL_ON_GITHUB_DOCKER_PULL_ERROR: ${FAIL_ON_GITHUB_DOCKER_PULL_ERROR}
 
 Host variables:
 
@@ -663,7 +659,6 @@ Common image build variables:
     INSTALL_FROM_PYPI: '${INSTALL_FROM_PYPI}'
     AIRFLOW_PRE_CACHED_PIP_PACKAGES: '${AIRFLOW_PRE_CACHED_PIP_PACKAGES}'
     UPGRADE_TO_NEWER_DEPENDENCIES: '${UPGRADE_TO_NEWER_DEPENDENCIES}'
-    CONTINUE_ON_PIP_CHECK_FAILURE: '${CONTINUE_ON_PIP_CHECK_FAILURE}'
     CHECK_IMAGE_FOR_REBUILD: '${CHECK_IMAGE_FOR_REBUILD}'
     AIRFLOW_CONSTRAINTS_LOCATION: '${AIRFLOW_CONSTRAINTS_LOCATION}'
     AIRFLOW_CONSTRAINTS_REFERENCE: '${AIRFLOW_CONSTRAINTS_REFERENCE}'
@@ -830,8 +825,6 @@ function initialization::make_constants_read_only() {
     readonly ADDITIONAL_RUNTIME_APT_DEPS
     readonly ADDITIONAL_RUNTIME_APT_ENV
 
-    readonly DOCKER_CACHE
-
     readonly GITHUB_REGISTRY
     readonly GITHUB_REGISTRY_WAIT_FOR_IMAGE
     readonly GITHUB_REGISTRY_PULL_IMAGE_TAG
@@ -847,11 +840,8 @@ function initialization::make_constants_read_only() {
 
     readonly VERSION_SUFFIX_FOR_PYPI
 
-    readonly PYTHON_BASE_IMAGE_VERSION
     readonly PYTHON_BASE_IMAGE
-    readonly AIRFLOW_CI_BASE_TAG
-    readonly AIRFLOW_PROD_BASE_TAG
-    readonly AIRFLOW_PROD_IMAGE_KUBERNETES
+    readonly AIRFLOW_IMAGE_KUBERNETES
     readonly BUILT_CI_IMAGE_FLAG_FILE
     readonly INIT_SCRIPT_FILE
 
diff --git a/scripts/ci/libraries/_kind.sh b/scripts/ci/libraries/_kind.sh
index d4910d9..1fb77eb 100644
--- a/scripts/ci/libraries/_kind.sh
+++ b/scripts/ci/libraries/_kind.sh
@@ -262,8 +262,8 @@ function kind::build_image_for_kubernetes_tests() {
     if [[ -n ${GITHUB_REGISTRY_PULL_IMAGE_TAG=} ]]; then
         image_tag="${GITHUB_REGISTRY_PULL_IMAGE_TAG}"
     fi
-    echo "Building ${AIRFLOW_PROD_IMAGE_KUBERNETES}:latest from ${AIRFLOW_PROD_IMAGE}:${image_tag}"
-    docker_v build --tag "${AIRFLOW_PROD_IMAGE_KUBERNETES}:latest" . -f - <<EOF
+    echo "Building ${AIRFLOW_IMAGE_KUBERNETES}:latest from ${AIRFLOW_PROD_IMAGE}:${image_tag}"
+    docker_v build --tag "${AIRFLOW_IMAGE_KUBERNETES}:latest" . -f - <<EOF
 FROM ${AIRFLOW_PROD_IMAGE}:${image_tag}
 
 COPY airflow/example_dags/ \${AIRFLOW_HOME}/dags/
@@ -271,11 +271,11 @@ COPY airflow/example_dags/ \${AIRFLOW_HOME}/dags/
 COPY airflow/kubernetes_executor_templates/ \${AIRFLOW_HOME}/pod_templates/
 
 EOF
-    echo "The ${AIRFLOW_PROD_IMAGE_KUBERNETES}:${image_tag} is prepared for test kubernetes deployment."
+    echo "The ${AIRFLOW_IMAGE_KUBERNETES}:${image_tag} is prepared for test kubernetes deployment."
 }
 
 function kind::load_image_to_kind_cluster() {
-    kind load docker-image --name "${KIND_CLUSTER_NAME}" "${AIRFLOW_PROD_IMAGE_KUBERNETES}:latest"
+    kind load docker-image --name "${KIND_CLUSTER_NAME}" "${AIRFLOW_IMAGE_KUBERNETES}:latest"
 }
 
 MAX_NUM_TRIES_FOR_HEALTH_CHECK=12
@@ -343,8 +343,8 @@ function kind::deploy_airflow_with_helm() {
     helm install airflow . \
         --timeout 10m0s \
         --namespace "${HELM_AIRFLOW_NAMESPACE}" \
-        --set "defaultAirflowRepository=${AIRFLOW_PROD_IMAGE_KUBERNETES}" \
-        --set "images.airflow.repository=${AIRFLOW_PROD_IMAGE_KUBERNETES}" \
+        --set "defaultAirflowRepository=${AIRFLOW_IMAGE_KUBERNETES}" \
+        --set "images.airflow.repository=${AIRFLOW_IMAGE_KUBERNETES}" \
         --set "images.airflow.tag=latest" -v 1 \
         --set "defaultAirflowTag=latest" -v 1 \
         --set "config.api.auth_backend=airflow.api.auth.backend.basic_auth" \
@@ -376,8 +376,8 @@ function kind::upgrade_airflow_with_helm() {
     helm repo add stable https://charts.helm.sh/stable/
     helm dep update
     helm upgrade airflow . --namespace "${HELM_AIRFLOW_NAMESPACE}" \
-        --set "defaultAirflowRepository=${AIRFLOW_PROD_IMAGE_KUBERNETES}" \
-        --set "images.airflow.repository=${AIRFLOW_PROD_IMAGE_KUBERNETES}" \
+        --set "defaultAirflowRepository=${AIRFLOW_IMAGE_KUBERNETES}" \
+        --set "images.airflow.repository=${AIRFLOW_IMAGE_KUBERNETES}" \
         --set "images.airflow.tag=latest" -v 1 \
         --set "defaultAirflowTag=latest" -v 1 \
         --set "config.api.auth_backend=airflow.api.auth.backend.basic_auth" \
diff --git a/scripts/ci/libraries/_parallel.sh b/scripts/ci/libraries/_parallel.sh
index f81fee0..69d362a 100644
--- a/scripts/ci/libraries/_parallel.sh
+++ b/scripts/ci/libraries/_parallel.sh
@@ -22,6 +22,9 @@
 function parallel::initialize_monitoring() {
     PARALLEL_MONITORED_DIR="$(mktemp -d)"
     export PARALLEL_MONITORED_DIR
+
+    PARALLEL_TAIL_LENGTH=${PARALLEL_TAIL_LENGTH:=2}
+    export PARALLEL_TAIL_LENGTH
 }
 
 function parallel::make_sure_gnu_parallel_is_installed() {
@@ -81,9 +84,9 @@ function parallel::monitor_loop() {
               continue
             fi
 
-            echo "${COLOR_BLUE}### The last lines for ${parallel_process} process: ${directory}/stdout ###${COLOR_RESET}"
+            echo "${COLOR_BLUE}### The last ${PARALLEL_TAIL_LENGTH} lines for ${parallel_process} process: ${directory}/stdout ###${COLOR_RESET}"
             echo
-            tail -2 "${directory}/stdout" || true
+            tail "-${PARALLEL_TAIL_LENGTH}" "${directory}/stdout" || true
             echo
 
             if [[ -s "${directory}/status" ]]; then
diff --git a/scripts/ci/libraries/_push_pull_remove_images.sh b/scripts/ci/libraries/_push_pull_remove_images.sh
index 0e99b10..847d010 100644
--- a/scripts/ci/libraries/_push_pull_remove_images.sh
+++ b/scripts/ci/libraries/_push_pull_remove_images.sh
@@ -48,6 +48,7 @@ function push_pull_remove_images::push_image_with_retries() {
 # Should be run with set +e
 # Parameters:
 #   $1 -> image to pull
+#   $2 - fallback image
 function push_pull_remove_images::pull_image_if_not_present_or_forced() {
     local image_to_pull="${1}"
     local image_hash
@@ -62,25 +63,6 @@ function push_pull_remove_images::pull_image_if_not_present_or_forced() {
         echo "Pulling the image ${image_to_pull}"
         echo
         docker_v pull "${image_to_pull}"
-        local exit_value="$?"
-        if [[ ${exit_value} != "0" && ${FAIL_ON_GITHUB_DOCKER_PULL_ERROR} == "true" ]]; then
-            echo
-            echo """
-${COLOR_RED}ERROR: Exiting on docker pull error
-
-If you have authorisation problems, you might want to run:
-
-docker login ${image_to_pull%%\/*}
-
-You need to use generate token as the password, not your personal password.
-You can generate one at https://github.com/settings/tokens
-Make sure to choose 'read:packages' scope.
-${COLOR_RESET}
-"""
-            exit ${exit_value}
-        fi
-        echo
-        return ${exit_value}
     fi
 }
 
@@ -90,7 +72,7 @@ function push_pull_remove_images::check_and_rebuild_python_base_image_if_needed(
    local dockerhub_python_version
    dockerhub_python_version=$(docker run "${PYTHON_BASE_IMAGE}" python -c 'import sys; print(sys.version)')
    local local_python_version
-   local_python_version=$(docker run "${AIRFLOW_PYTHON_BASE_IMAGE}" python -c 'import sys; print(sys.version)')
+   local_python_version=$(docker run "${AIRFLOW_PYTHON_BASE_IMAGE}" python -c 'import sys; print(sys.version)' || true)
    if [[ ${local_python_version} != "${dockerhub_python_version}" ]]; then
        echo
        echo "There is a new Python Base image updated!"
@@ -102,6 +84,10 @@ function push_pull_remove_images::check_and_rebuild_python_base_image_if_needed(
             docker_v build \
                 --label "org.opencontainers.image.source=https://github.com/${GITHUB_REPOSITORY}" \
                 -t "${AIRFLOW_PYTHON_BASE_IMAGE}" -
+  else
+      echo
+      echo "Not rebuilding the base python image - the image has the same python version ${dockerhub_python_version}"
+      echo
   fi
 }
 
@@ -116,10 +102,10 @@ function push_pull_remove_images::check_and_rebuild_python_base_image_if_needed(
 #     it will pull the right image using the specified suffix
 function push_pull_remove_images::pull_base_python_image() {
     echo
-    echo "Docker pulling base python image. Upgrade to newer deps: ${UPGRADE_TO_NEWER_DEPENDENCIES}"
+    echo "Docker pull base python image. Upgrade to newer deps: ${UPGRADE_TO_NEWER_DEPENDENCIES}"
     echo
     if [[ -n ${DETECTED_TERMINAL=} ]]; then
-        echo -n "Docker pulling base python image. Upgrade to newer deps: ${UPGRADE_TO_NEWER_DEPENDENCIES}
+        echo -n "Docker pull base python image. Upgrade to newer deps: ${UPGRADE_TO_NEWER_DEPENDENCIES}
 " > "${DETECTED_TERMINAL}"
     fi
     if [[ ${GITHUB_REGISTRY_PULL_IMAGE_TAG} != "latest" ]]; then
@@ -132,8 +118,14 @@ function push_pull_remove_images::pull_base_python_image() {
             return 1
         fi
     else
+        set +e
         push_pull_remove_images::pull_image_if_not_present_or_forced "${AIRFLOW_PYTHON_BASE_IMAGE}"
-        if [[ ${CHECK_IF_BASE_PYTHON_IMAGE_UPDATED} == "true" ]] ; then
+        local res="$?"
+        set -e
+        if [[ ${CHECK_IF_BASE_PYTHON_IMAGE_UPDATED} == "true" || ${res} != "0" ]] ; then
+            # Rebuild the base python image using DockerHub - either when we explicitly want it
+            # or when there is no image available yet in ghcr.io (usually when you build it for the
+            # first time in your repository
             push_pull_remove_images::check_and_rebuild_python_base_image_if_needed
         fi
     fi
@@ -151,8 +143,26 @@ function push_pull_remove_images::pull_ci_images_if_needed() {
         fi
     fi
     if [[ "${DOCKER_CACHE}" == "pulled" ]]; then
+        set +e
         push_pull_remove_images::pull_image_if_not_present_or_forced \
             "${AIRFLOW_CI_IMAGE}:${GITHUB_REGISTRY_PULL_IMAGE_TAG}"
+        local res="$?"
+        set -e
+        if [[ ${res} != "0" ]]; then
+            if [[ ${GITHUB_REGISTRY_PULL_IMAGE_TAG} == "latest" ]] ; then
+                echo
+                echo "The CI image cache does not exist. This is likely the first time you build the image"
+                echo "Switching to 'local' cache for docker images"
+                echo
+                DOCKER_CACHE="local"
+            else
+                echo
+                echo "The CI image cache does not exist and we want to pull tag ${GITHUB_REGISTRY_PULL_IMAGE_TAG}"
+                echo "Failing as we have to pull the tagged image in order to continue"
+                echo
+                return "${res}"
+            fi
+        fi
     fi
 }
 
@@ -169,12 +179,33 @@ function push_pull_remove_images::pull_prod_images_if_needed() {
         fi
     fi
     if [[ "${DOCKER_CACHE}" == "pulled" ]]; then
+        set +e
         # "Build" segment of production image
         push_pull_remove_images::pull_image_if_not_present_or_forced \
             "${AIRFLOW_PROD_BUILD_IMAGE}:${GITHUB_REGISTRY_PULL_IMAGE_TAG}"
-        # "Main" segment of production image
-        push_pull_remove_images::pull_image_if_not_present_or_forced \
-            "${AIRFLOW_PROD_IMAGE}:${GITHUB_REGISTRY_PULL_IMAGE_TAG}"
+        local res="$?"
+        if [[ ${res} == "0" ]]; then
+            # "Main" segment of production image
+            push_pull_remove_images::pull_image_if_not_present_or_forced \
+                "${AIRFLOW_PROD_IMAGE}:${GITHUB_REGISTRY_PULL_IMAGE_TAG}"
+            res="$?"
+        fi
+        set -e
+        if [[ ${res} != "0" ]]; then
+            if [[ ${GITHUB_REGISTRY_PULL_IMAGE_TAG} == "latest" ]] ; then
+                echo
+                echo "The PROD image cache does not exist. This is likely the first time you build the image"
+                echo "Switching to 'local' cache for docker images"
+                echo
+                DOCKER_CACHE="local"
+            else
+                echo
+                echo "The PROD image cache does not exist and we want to pull tag ${GITHUB_REGISTRY_PULL_IMAGE_TAG}"
+                echo "Failing as we have to pull the tagged image in order to continue"
+                echo
+                return "${res}"
+            fi
+        fi
     fi
 }
 
@@ -203,17 +234,12 @@ function push_pull_remove_images::push_ci_images_to_github() {
     local airflow_ci_tagged_image="${AIRFLOW_CI_IMAGE}:${GITHUB_REGISTRY_PUSH_IMAGE_TAG}"
     docker_v tag "${AIRFLOW_CI_IMAGE}" "${airflow_ci_tagged_image}"
     push_pull_remove_images::push_image_with_retries "${airflow_ci_tagged_image}"
+    # Also push ci manifest iumage image if GITHUB_REGISTRY_PUSH_IMAGE_TAG is "latest"
     if [[ ${GITHUB_REGISTRY_PUSH_IMAGE_TAG} == "latest" ]]; then
-        local airflow_ci_manifest_tagged_image="${AIRFLOW_CI_REMOTE_MANIFEST_IMAGE}:${GITHUB_REGISTRY_PUSH_IMAGE_TAG}"
+        local airflow_ci_manifest_tagged_image="${AIRFLOW_CI_REMOTE_MANIFEST_IMAGE}:latest"
         docker_v tag "${AIRFLOW_CI_LOCAL_MANIFEST_IMAGE}" "${airflow_ci_manifest_tagged_image}"
         push_pull_remove_images::push_image_with_retries "${airflow_ci_manifest_tagged_image}"
     fi
-    if [[ -n ${GITHUB_SHA=} ]]; then
-        # Also push image to GitHub registry with commit SHA
-        local airflow_ci_sha_image="${AIRFLOW_CI_IMAGE}:${COMMIT_SHA}"
-        docker_v tag "${AIRFLOW_CI_IMAGE}" "${airflow_ci_sha_image}"
-        push_pull_remove_images::push_image_with_retries "${airflow_ci_sha_image}"
-    fi
 }
 
 # Pushes PROD image to registry in GitHub
@@ -222,19 +248,18 @@ function push_pull_remove_images::push_ci_images_to_github() {
 #     "${COMMIT_SHA}" - in case of pull-request triggered 'workflow_run' builds
 #     "latest"        - in case of push builds
 function push_pull_remove_images::push_prod_images_to_github () {
+    if [[ "${PUSH_PYTHON_BASE_IMAGE=}" != "false" ]]; then
+        push_pull_remove_images::push_python_image_to_github
+    fi
     local airflow_prod_tagged_image="${AIRFLOW_PROD_IMAGE}:${GITHUB_REGISTRY_PUSH_IMAGE_TAG}"
     docker_v tag "${AIRFLOW_PROD_IMAGE}" "${airflow_prod_tagged_image}"
     push_pull_remove_images::push_image_with_retries "${airflow_prod_tagged_image}"
-    if [[ -n ${COMMIT_SHA=} ]]; then
-        # Also push image to GitHub registry with commit SHA
-        local airflow_prod_sha_image="${AIRFLOW_PROD_IMAGE}:${COMMIT_SHA}"
-        docker_v tag "${AIRFLOW_PROD_IMAGE}" "${airflow_prod_sha_image}"
-        push_pull_remove_images::push_image_with_retries "${airflow_prod_sha_image}"
+    # Also push prod build image if GITHUB_REGISTRY_PUSH_IMAGE_TAG is "latest"
+    if [[ ${GITHUB_REGISTRY_PUSH_IMAGE_TAG} == "latest" ]]; then
+        local airflow_prod_build_tagged_image="${AIRFLOW_PROD_BUILD_IMAGE}:latest"
+        docker_v tag "${AIRFLOW_PROD_BUILD_IMAGE}" "${airflow_prod_build_tagged_image}"
+        push_pull_remove_images::push_image_with_retries "${airflow_prod_build_tagged_image}"
     fi
-    # Also push prod build image
-    local airflow_prod_build_tagged_image="${AIRFLOW_PROD_BUILD_IMAGE}:${GITHUB_REGISTRY_PUSH_IMAGE_TAG}"
-    docker_v tag "${AIRFLOW_PROD_BUILD_IMAGE}" "${airflow_prod_build_tagged_image}"
-    push_pull_remove_images::push_image_with_retries "${airflow_prod_build_tagged_image}"
 }
 
 # waits for an image to be available in GitHub Container Registry. Should be run with `set +e`
@@ -253,12 +278,18 @@ function push_pull_remove_images::check_image_manifest() {
 }
 
 # waits for an image to be available in the GitHub registry
+# Remove the fallback on 7th of August 2021
 function push_pull_remove_images::wait_for_image() {
     set +e
-    echo " Waiting for github registry image: " "$1"
+    echo " Waiting for github registry image: $1 with $2 fallback"
     while true
     do
         if push_pull_remove_images::check_image_manifest "$1"; then
+            export IMAGE_AVAILABLE="$1"
+            break
+        fi
+        if push_pull_remove_images::check_image_manifest "$2"; then
+            export IMAGE_AVAILABLE="$2"
             break
         fi
         sleep 30
diff --git a/scripts/ci/libraries/_script_init.sh b/scripts/ci/libraries/_script_init.sh
index 0f3c862..dc79fd5 100755
--- a/scripts/ci/libraries/_script_init.sh
+++ b/scripts/ci/libraries/_script_init.sh
@@ -41,7 +41,7 @@ build_images::determine_docker_cache_strategy
 
 initialization::get_environment_for_builds_on_ci
 
-build_images::get_docker_image_names
+build_images::get_docker_cache_image_names
 
 initialization::make_constants_read_only
 
diff --git a/scripts/ci/selective_ci_checks.sh b/scripts/ci/selective_ci_checks.sh
index e7a9144..ee3b506 100755
--- a/scripts/ci/selective_ci_checks.sh
+++ b/scripts/ci/selective_ci_checks.sh
@@ -46,10 +46,12 @@ function check_upgrade_to_newer_dependencies_needed() {
     # shellcheck disable=SC2153
     if [[ "${UPGRADE_TO_NEWER_DEPENDENCIES}" != "false" ||
             ${GITHUB_EVENT_NAME=} == 'push' || ${GITHUB_EVENT_NAME=} == "scheduled" ]]; then
-        # Trigger upgrading to latest constraints where label is set or when
-        # SHA of the merge commit triggers rebuilding layer in the docker image
+        # Trigger upgrading to latest constraints when we are in push or schedule event or when it is forced
+        # By UPGRADE_TO_NEWER_DEPENDENCIES set to non-false. The variable is set to
+        # SHA of the merge commit - so that it always triggers rebuilding layer in the docker image
         # Each build that upgrades to latest constraints will get truly latest constraints, not those
-        # Cached in the image this way
+        # Cached in the image if we set it to "true". This upgrade_to_newer_dependencies variable
+        # can later be overridden in case we find that setup.* files changed (see below)
         upgrade_to_newer_dependencies="${INCOMING_COMMIT_SHA}"
     fi
 }
@@ -338,6 +340,8 @@ function check_if_setup_files_changed() {
     show_changed_files
 
     if [[ $(count_changed_files) != "0" ]]; then
+        # In case the setup files changed, we automatically force upgrading to newer dependencies
+        # no matter what was set before
         upgrade_to_newer_dependencies="${INCOMING_COMMIT_SHA}"
     fi
     start_end::group_end
diff --git a/scripts/ci/tools/fix_ownership.sh b/scripts/ci/tools/fix_ownership.sh
index 6ed1161..de15621 100755
--- a/scripts/ci/tools/fix_ownership.sh
+++ b/scripts/ci/tools/fix_ownership.sh
@@ -33,8 +33,12 @@ sanity_checks::sanitize_mounted_files
 
 read -r -a EXTRA_DOCKER_FLAGS <<<"$(local_mounts::convert_local_mounts_to_docker_params)"
 
-docker_v run --entrypoint /bin/bash "${EXTRA_DOCKER_FLAGS[@]}" \
-    --rm \
-    --env-file "${AIRFLOW_SOURCES}/scripts/ci/docker-compose/_docker.env" \
-    "${AIRFLOW_CI_IMAGE}" \
-    -c /opt/airflow/scripts/in_container/run_fix_ownership.sh || true
+if docker image inspect "${AIRFLOW_CI_IMAGE}" >/dev/null 2>&1; then
+    docker_v run --entrypoint /bin/bash "${EXTRA_DOCKER_FLAGS[@]}" \
+        --rm \
+        --env-file "${AIRFLOW_SOURCES}/scripts/ci/docker-compose/_docker.env" \
+        "${AIRFLOW_CI_IMAGE}" \
+        -c /opt/airflow/scripts/in_container/run_fix_ownership.sh || true
+else
+    echo "Skip fixing ownership as seems that you do not have the ${AIRFLOW_CI_IMAGE} image yet"
+fi
diff --git a/scripts/docker/install_additional_dependencies.sh b/scripts/docker/install_additional_dependencies.sh
index 6c035ae..4f9c05f 100755
--- a/scripts/docker/install_additional_dependencies.sh
+++ b/scripts/docker/install_additional_dependencies.sh
@@ -23,7 +23,6 @@ test -v ADDITIONAL_PYTHON_DEPS
 test -v EAGER_UPGRADE_ADDITIONAL_REQUIREMENTS
 test -v AIRFLOW_INSTALL_USER_FLAG
 test -v AIRFLOW_PIP_VERSION
-test -v CONTINUE_ON_PIP_CHECK_FAILURE
 
 # shellcheck source=scripts/docker/common.sh
 . "$( dirname "${BASH_SOURCE[0]}" )/common.sh"
@@ -41,7 +40,7 @@ function install_additional_dependencies() {
             ${ADDITIONAL_PYTHON_DEPS} ${EAGER_UPGRADE_ADDITIONAL_REQUIREMENTS}
         # make sure correct PIP version is used
         pip install ${AIRFLOW_INSTALL_USER_FLAG} --upgrade "pip==${AIRFLOW_PIP_VERSION}"
-        pip check || ${CONTINUE_ON_PIP_CHECK_FAILURE}
+        pip check
     else
         echo
         echo Installing additional dependencies upgrading only if needed
@@ -51,7 +50,7 @@ function install_additional_dependencies() {
             ${ADDITIONAL_PYTHON_DEPS}
         # make sure correct PIP version is used
         pip install ${AIRFLOW_INSTALL_USER_FLAG} --upgrade "pip==${AIRFLOW_PIP_VERSION}"
-        pip check || ${CONTINUE_ON_PIP_CHECK_FAILURE}
+        pip check
     fi
 }
 
diff --git a/scripts/docker/install_airflow.sh b/scripts/docker/install_airflow.sh
index 4904027..e2bca4f 100755
--- a/scripts/docker/install_airflow.sh
+++ b/scripts/docker/install_airflow.sh
@@ -60,7 +60,7 @@ function install_airflow() {
 
         # make sure correct PIP version is used
         pip install ${AIRFLOW_INSTALL_USER_FLAG} --upgrade "pip==${AIRFLOW_PIP_VERSION}"
-        pip check || ${CONTINUE_ON_PIP_CHECK_FAILURE}
+        pip check
     else \
         echo
         echo Installing all packages with constraints and upgrade if needed
@@ -76,7 +76,7 @@ function install_airflow() {
             "${AIRFLOW_INSTALLATION_METHOD}[${AIRFLOW_EXTRAS}]${AIRFLOW_VERSION_SPECIFICATION}" \
         # make sure correct PIP version is used
         pip install ${AIRFLOW_INSTALL_USER_FLAG} --upgrade "pip==${AIRFLOW_PIP_VERSION}"
-        pip check || ${CONTINUE_ON_PIP_CHECK_FAILURE}
+        pip check
     fi
 
 }
diff --git a/scripts/docker/install_airflow_from_branch_tip.sh b/scripts/docker/install_airflow_dependencies_from_branch_tip.sh
similarity index 85%
rename from scripts/docker/install_airflow_from_branch_tip.sh
rename to scripts/docker/install_airflow_dependencies_from_branch_tip.sh
index 925a872..61aaa13 100755
--- a/scripts/docker/install_airflow_from_branch_tip.sh
+++ b/scripts/docker/install_airflow_dependencies_from_branch_tip.sh
@@ -30,28 +30,29 @@
 . "$( dirname "${BASH_SOURCE[0]}" )/common.sh"
 
 
-function install_airflow_from_branch_tip() {
+function install_airflow_dependencies_from_branch_tip() {
     echo
     echo "Installing airflow from ${AIRFLOW_BRANCH}. It is used to cache dependencies"
     echo
     if [[ ${INSTALL_MYSQL_CLIENT} != "true" ]]; then
        AIRFLOW_EXTRAS=${AIRFLOW_EXTRAS/mysql,}
     fi
-    # Install latest set of dependencies using constraints
+    # Install latest set of dependencies using constraints. In case constraints were upgraded and there
+    # are conflicts, this might fail, but it should be fixed in the following installation steps
     pip install ${AIRFLOW_INSTALL_USER_FLAG} \
       "https://github.com/${AIRFLOW_REPO}/archive/${AIRFLOW_BRANCH}.tar.gz#egg=apache-airflow[${AIRFLOW_EXTRAS}]" \
-      --constraint "${AIRFLOW_CONSTRAINTS_LOCATION}"
+      --constraint "${AIRFLOW_CONSTRAINTS_LOCATION}" || true
     # make sure correct PIP version is used
     pip install ${AIRFLOW_INSTALL_USER_FLAG} --upgrade "pip==${AIRFLOW_PIP_VERSION}"
     pip freeze | grep apache-airflow-providers | xargs pip uninstall --yes || true
     echo
     echo Uninstalling just airflow. Dependencies remain.
     echo
-    pip uninstall --yes apache-airflow
+    pip uninstall --yes apache-airflow || true
 }
 
 common::get_airflow_version_specification
 common::override_pip_version_if_needed
 common::get_constraints_location
 
-install_airflow_from_branch_tip
+install_airflow_dependencies_from_branch_tip
diff --git a/scripts/docker/install_from_docker_context_files.sh b/scripts/docker/install_from_docker_context_files.sh
index 813d1b0..d8ed6bc 100755
--- a/scripts/docker/install_from_docker_context_files.sh
+++ b/scripts/docker/install_from_docker_context_files.sh
@@ -96,7 +96,7 @@ function install_airflow_and_providers_from_docker_context_files(){
 
     # make sure correct PIP version is left installed
     pip install ${AIRFLOW_INSTALL_USER_FLAG} --upgrade "pip==${AIRFLOW_PIP_VERSION}"
-    pip check || ${CONTINUE_ON_PIP_CHECK_FAILURE}
+    pip check
 
 }