From 8fe4d0e617c6a097fdd59cabea5d69cd58db683e Mon Sep 17 00:00:00 2001
From: Sergey Rybakov <srybakov@openweathermap.org>
Date: Wed, 9 Aug 2023 18:55:29 +0600
Subject: [PATCH 01/79] arrays_shape added, docs dependencies fixed

---
 docs/deker/collection_schema.rst | 69 ++++++++++++++++++++++++++++----
 requirements_dev.txt             | 11 ++---
 2 files changed, 67 insertions(+), 13 deletions(-)

diff --git a/docs/deker/collection_schema.rst b/docs/deker/collection_schema.rst
index 7cc9534..2ea5f91 100755
--- a/docs/deker/collection_schema.rst
+++ b/docs/deker/collection_schema.rst
@@ -580,17 +580,38 @@ VArray Grid
 
 Perhaps it is one of the most obscure issues. ``VArray`` shall be split into files, but it cannot
 decide itself how it shall be done. It's up to you, how you are going to split your data.
+There are two ways: ``vgrid`` and ``arrays_shape`` parameters. You can choose any of them,
+but not both. Any of these parameters shall be defined as a tuple of integers which quantity
+shall be exactly similar to the quantity of the dimensions and its values shall divide ``VArray``
+shape without remainders.
 
-``vgrid`` parameter shall be defined as a tuple of integers which quantity shall be exactly similar
-to the quantity of the dimensions. Its values shall divide ``VArray`` shape without remainders.
+Our schema has two dimensions with sizes ``100`` and ``200`` correspondingly, what tells us
+that the ``VArray`` shape will be ``(100, 200)``. We shall split it either by ``vgrid`` or
+with ``arrays_shape``.
 
-Our schema has two dimensions with sizes ``100`` and ``200`` correspondingly, what tells us that
-the ``VArray`` shape will be ``(100, 200)``. And we set ``vgrid`` as ``(50, 20)``. What shall
-happen? No magic, just a simple math::
+``vgrid``
++++++++++
+
+Let's set ``vgrid`` as ``(50, 20)``.
+
+.. code-block:: python
+
+   from deker import VArraySchema
+
+   varray_schema = VArraySchema(
+       dimensions=dimensions,
+       dtype=np.int64,
+       fill_value=-99999,
+       vgrid=(50, 20)
+       # attributes are not passed as they are optional
+   )
+
+What shall happen? No magic, just a simple math::
 
     (100, 200) / (50, 20) = (2.0, 10.0)
 
-``(2, 10)`` - that will be the shape of all the ``Array``, produced by the ``VArray``.
+``(2, 10)`` - that will be the shape of all the ``Array``, produced by the ``VArray``, or the
+``arrays_shape``.
 
 If we do not want to divide any dimension into pieces and want to keep it in full size in all the
 ``Array``, we shall pass ``1`` in ``vgrid`` for that dimension::
@@ -600,8 +621,41 @@ If we do not want to divide any dimension into pieces and want to keep it in ful
 Thus, the first dimension will retain its initial size for all the arrays, and their shape will be
 ``(100, 10)``.
 
-OK! Now we are finally ready to create our first database and we need ``Client``.
+If the ``vgrid`` setting is correct, it will be saved to the collection metadata and applied every
+time to all new ``VArrays``.
+
+``arrays_shape``
++++++++++++++++++
+
+Sometimes it is easier to decide on the shape of the final ``Arrays`` than on a ``vgrid``.
+In this case you can use ``arrays_shape`` parameter.
+
+.. code-block:: python
 
+   from deker import VArraySchema
+
+   varray_schema = VArraySchema(
+       dimensions=dimensions,
+       dtype=np.int64,
+       fill_value=-99999,
+       arrays_shape=(2, 10)
+       # attributes are not passed as they are optional
+   )
+
+By providing this parameter you manually set the shape of each inner ``Array`` to the
+passed value and produce the ``vgrid`` of your ``VArrays``.
+
+The ``VArray's`` shape will be divided by this setting::
+
+    (100, 200) / (2, 10) = (50.0, 20.0)
+
+``(50, 20)`` - that will be the ``vgrid`` of the ``VArray``.
+
+If you use ``arrays_shape`` for defining a ``VArraySchema``, not the passed setting, but the
+calculated ``vgrid`` will be saved to the collection metadata. On each collection
+invocation ``arrays_shape`` is calculated from the ``vgrid`` value restored from the metadata.
+
+OK! Now we are finally ready to create our first database and we need ``Client``.
 
 Creating Collection
 ===================
@@ -733,4 +787,3 @@ Now there is a new path ``/tmp/deker/collections/weather`` on your local drive w
 store the data relative to the ``Collection`` named ``weather``. Each ``Array`` will contain a pack
 of daily 24-hours weather data for each entire latitude and longitude degree: ``temperature``,
 ``humidity``, ``pressure`` and ``wind_speed``.
-
diff --git a/requirements_dev.txt b/requirements_dev.txt
index daadfe6..f565277 100644
--- a/requirements_dev.txt
+++ b/requirements_dev.txt
@@ -22,8 +22,9 @@ pytest-mock==3.10.0
 xarray>=2023.5.0
 bandit==1.7.5
 tox==4.6.3
-m2r2
-sphinx-rtd-theme
-enum_tools
-sphinx_toolbox
-doc8
+docutils==0.17
+m2r2==0.3.2
+sphinx-rtd-theme==1.2.2
+enum_tools==0.10.0
+sphinx_toolbox==3.5.0
+doc8==0.11.2

From e9dbde43446baac2acb63467b5114cd03f5e758d Mon Sep 17 00:00:00 2001
From: Sergey Rybakov <srybakov@openweathermap.org>
Date: Wed, 9 Aug 2023 19:19:38 +0600
Subject: [PATCH 02/79] doc8 added to pre-commit, config moved to pyproject

---
 .pre-commit-config.yaml | 11 +++++++++++
 doc8.ini                |  3 ---
 pyproject.toml          |  4 ++++
 3 files changed, 15 insertions(+), 3 deletions(-)
 delete mode 100644 doc8.ini

diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 51cf050..874f8b9 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -150,3 +150,14 @@ repos:
         always_run: true
         stages:
           - push
+
+      - id: doc8
+        name: doc8
+        description: This hook runs doc8 for linting docs
+        entry: doc8 docs/deker
+        language: python
+        files: \.rst$
+        require_serial: true
+        args: [--config pyproject.toml]
+        stages:
+          - commit
diff --git a/doc8.ini b/doc8.ini
deleted file mode 100644
index 101ec30..0000000
--- a/doc8.ini
+++ /dev/null
@@ -1,3 +0,0 @@
-[doc8]
-
-max-line-length=99
diff --git a/pyproject.toml b/pyproject.toml
index 9310aae..e87bb7a 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -174,6 +174,10 @@ known-local-folder = ["deker"]
 known-third-party = ["deker_tools"]
 extra-standard-library = ["zoneinfo"]
 
+[tool.doc8]
+max-line-length=99
+
+
 [build-system]
 requires = ["setuptools>=45", "setuptools_scm[toml]>=6.2"]
 

From 7cde8bbcba0e1c632012144dbbaa7648f27e8329 Mon Sep 17 00:00:00 2001
From: Sergey Rybakov <srybakov@openweathermap.org>
Date: Wed, 9 Aug 2023 19:21:46 +0600
Subject: [PATCH 03/79] doc8 added to pre-commit, config moved to pyproject

---
 .pre-commit-config.yaml | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 874f8b9..b4350c8 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -154,10 +154,10 @@ repos:
       - id: doc8
         name: doc8
         description: This hook runs doc8 for linting docs
-        entry: doc8 docs/deker
+        entry: doc8 docs/deker --config pyproject.toml
         language: python
         files: \.rst$
         require_serial: true
-        args: [--config pyproject.toml]
+        always_run: true
         stages:
           - commit

From de65d9f6e63fe936f46c2eb69f9c9fd3f421af96 Mon Sep 17 00:00:00 2001
From: Sergey Rybakov <srybakov@openweathermap.org>
Date: Wed, 9 Aug 2023 20:03:46 +0600
Subject: [PATCH 04/79] tools page fix

---
 .github/workflows/github-actions.yml | 6 +++---
 .pre-commit-config.yaml              | 6 ++----
 docs/deker/tools.rst                 | 3 +--
 3 files changed, 6 insertions(+), 9 deletions(-)

diff --git a/.github/workflows/github-actions.yml b/.github/workflows/github-actions.yml
index 1a762ba..c80c9da 100644
--- a/.github/workflows/github-actions.yml
+++ b/.github/workflows/github-actions.yml
@@ -66,7 +66,7 @@ jobs:
           black ./${{ env.PYTHON_PACKAGE_NAME }}
           flake8 ./${{ env.PYTHON_PACKAGE_NAME }}
           mypy ./${{ env.PYTHON_PACKAGE_NAME }} --install-types --non-interactive --config-file pyproject.toml
-          doc8 ./docs
+          doc8 ./docs/deker --config pyproject.toml
         env:
           PIP_DISABLE_PIP_VERSION_CHECK: 1
 
@@ -224,14 +224,14 @@ jobs:
       - name: Make Sphinx docs
         run: |
           source venv/bin/activate
-          cd ./docs 
+          cd ./docs
           make html
           ls -la _build/html
       - name: Upload artifact
         uses: actions/upload-pages-artifact@v2
         with:
           path: docs/_build/html
- 
+
   publish_docs:
     needs: build_docs
     if: github.event_name == 'push' && startsWith(github.ref, 'refs/tags/v')
diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index b4350c8..4cbc1d4 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -153,11 +153,9 @@ repos:
 
       - id: doc8
         name: doc8
-        description: This hook runs doc8 for linting docs
-        entry: doc8 docs/deker --config pyproject.toml
+        entry: doc8
+        files: docs/deker
         language: python
-        files: \.rst$
-        require_serial: true
         always_run: true
         stages:
           - commit
diff --git a/docs/deker/tools.rst b/docs/deker/tools.rst
index 7730bfd..42866b9 100644
--- a/docs/deker/tools.rst
+++ b/docs/deker/tools.rst
@@ -6,7 +6,7 @@ Deker Tools is a collection of utility functions and classes designed to assist
 processing tasks. It consists of modules that handle data conversion, path validation, and slice
 manipulation.
 
-.. attention:: This package is not considered to be part of Deker public API nad could significantly
+.. attention:: This package is not considered to be part of Deker public API and can be significantly
                changed in future versions.
 
 For details please refer to the `Deker Tools`_ API documentation.
@@ -68,4 +68,3 @@ default::
 
     >>> get_utc(datetime.now())
     2023-07-26 15:42:05.539317+00:00
-

From e6573843b6f580d8490c6039db36d2b4d38eaa11 Mon Sep 17 00:00:00 2001
From: Sergey Rybakov <srybakov@openweathermap.org>
Date: Wed, 9 Aug 2023 20:07:50 +0600
Subject: [PATCH 05/79] tools page fix

---
 .pre-commit-config.yaml | 2 +-
 pyproject.toml          | 3 ++-
 2 files changed, 3 insertions(+), 2 deletions(-)

diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 4cbc1d4..45d7faf 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -154,8 +154,8 @@ repos:
       - id: doc8
         name: doc8
         entry: doc8
-        files: docs/deker
         language: python
         always_run: true
+        args: [--config=pyproject.toml]
         stages:
           - commit
diff --git a/pyproject.toml b/pyproject.toml
index e87bb7a..b41e033 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -175,7 +175,8 @@ known-third-party = ["deker_tools"]
 extra-standard-library = ["zoneinfo"]
 
 [tool.doc8]
-max-line-length=99
+path = "docs/deker"
+max-line-length = 99
 
 
 [build-system]

From 476795898cfeaf3e45dfdbf0856727b0de1a944f Mon Sep 17 00:00:00 2001
From: Sergey Rybakov <srybakov@openweathermap.org>
Date: Wed, 9 Aug 2023 20:08:53 +0600
Subject: [PATCH 06/79] tools page fix

---
 .pre-commit-config.yaml | 3 +--
 1 file changed, 1 insertion(+), 2 deletions(-)

diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 45d7faf..2f38590 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -153,9 +153,8 @@ repos:
 
       - id: doc8
         name: doc8
-        entry: doc8
+        entry: doc8 --config=pyproject.toml
         language: python
         always_run: true
-        args: [--config=pyproject.toml]
         stages:
           - commit

From 7769d7d174c946fca76bf716870c220886a2101b Mon Sep 17 00:00:00 2001
From: Sergey Rybakov <srybakov@openweathermap.org>
Date: Wed, 9 Aug 2023 20:09:50 +0600
Subject: [PATCH 07/79] tools page fix

---
 .pre-commit-config.yaml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 2f38590..19bad54 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -153,7 +153,7 @@ repos:
 
       - id: doc8
         name: doc8
-        entry: doc8 --config=pyproject.toml
+        entry: doc8 --config=pyproject.toml docs/deker
         language: python
         always_run: true
         stages:

From c9b874d6da9b0fd6300ec9646341d91613d62707 Mon Sep 17 00:00:00 2001
From: Sergey Rybakov <srybakov@openweathermap.org>
Date: Wed, 9 Aug 2023 20:21:39 +0600
Subject: [PATCH 08/79] tools page fix

---
 .github/workflows/github-actions.yml | 2 +-
 pyproject.toml                       | 1 -
 2 files changed, 1 insertion(+), 2 deletions(-)

diff --git a/.github/workflows/github-actions.yml b/.github/workflows/github-actions.yml
index c80c9da..437cb1d 100644
--- a/.github/workflows/github-actions.yml
+++ b/.github/workflows/github-actions.yml
@@ -66,7 +66,7 @@ jobs:
           black ./${{ env.PYTHON_PACKAGE_NAME }}
           flake8 ./${{ env.PYTHON_PACKAGE_NAME }}
           mypy ./${{ env.PYTHON_PACKAGE_NAME }} --install-types --non-interactive --config-file pyproject.toml
-          doc8 ./docs/deker --config pyproject.toml
+          doc8 --config pyproject.toml ./docs/deker
         env:
           PIP_DISABLE_PIP_VERSION_CHECK: 1
 
diff --git a/pyproject.toml b/pyproject.toml
index b41e033..b2793ea 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -175,7 +175,6 @@ known-third-party = ["deker_tools"]
 extra-standard-library = ["zoneinfo"]
 
 [tool.doc8]
-path = "docs/deker"
 max-line-length = 99
 
 

From 32df25723c355a9bd1cf1c00d5a945aa2385a1e7 Mon Sep 17 00:00:00 2001
From: Sergey Rybakov <srybakov@openweathermap.org>
Date: Wed, 9 Aug 2023 22:24:24 +0600
Subject: [PATCH 09/79] CI actions refactor

---
 .github/{workflows => }/github-actions.yml |   5 +-
 .github/workflows/on_build.yml             | 186 +++++++++++++++++++++
 .github/workflows/on_push.yml              | 143 ++++++++++++++++
 requirements.txt                           |   1 +
 tox.ini                                    |  38 +----
 5 files changed, 339 insertions(+), 34 deletions(-)
 rename .github/{workflows => }/github-actions.yml (98%)
 create mode 100644 .github/workflows/on_build.yml
 create mode 100644 .github/workflows/on_push.yml

diff --git a/.github/workflows/github-actions.yml b/.github/github-actions.yml
similarity index 98%
rename from .github/workflows/github-actions.yml
rename to .github/github-actions.yml
index 437cb1d..0a9782f 100644
--- a/.github/workflows/github-actions.yml
+++ b/.github/github-actions.yml
@@ -2,13 +2,9 @@ name: pipeline
 
 on:
   push:
-  pull_request:
 
 env:
   PYTHON_IMAGE: 3.9
-  DOCKER_IMAGE: docker:20.10.23
-  PYTHON_PACKAGE_NAME: deker
-  DOCKER_REG_IMAGE: ${{ secrets.CI_REGISTRY_IMAGE }}
 
 jobs:
   setup:
@@ -43,6 +39,7 @@ jobs:
   linters:
     needs: setup
     runs-on: ubuntu-latest
+    if: ${{ !startsWith(github.ref, 'refs/tags/v') }}
 
     steps:
       - name: Checkout code
diff --git a/.github/workflows/on_build.yml b/.github/workflows/on_build.yml
new file mode 100644
index 0000000..2044b1b
--- /dev/null
+++ b/.github/workflows/on_build.yml
@@ -0,0 +1,186 @@
+name: build-pipeline
+
+on:
+  push:
+    - '**'
+  tags:
+    - v[1-9].[0-9].[0-9]
+
+env:
+  PYTHON_IMAGE: 3.9
+
+jobs:
+  setup:
+    runs-on: ubuntu-latest
+    timeout-minutes: 60
+
+    steps:
+      - name: Checkout code
+        uses: actions/checkout@v2
+
+      - name: Set up Python
+        uses: actions/setup-python@v3
+        with:
+          python-version: ${{ env.PYTHON_IMAGE }}
+
+      - name: Install dependencies
+        run: |
+          pip install --upgrade pip
+          pip install virtualenv
+          virtualenv venv
+          source venv/bin/activate
+          pip install -r requirements_dev.txt
+          pip list
+
+      - name: Cache virtual environment
+        uses: actions/cache@v2
+        with:
+          path: venv
+          key: ${{ runner.os }}-venv-${{ env.PYTHON_IMAGE }}-${{ hashFiles('requirements.txt', 'requirements_dev.txt') }}
+
+  tox_tests:
+    needs: setup
+    runs-on: ubuntu-latest
+    container:
+      image: ghcr.io/openweathermap/deker/deker-embedded/tox:latest
+      env:
+        PACKAGE_VERSION: ${{ github.REF_NAME }}
+      credentials:
+        username: ${{ github.actor }}
+        password: ${{ secrets.GITHUB_TOKEN }}
+    steps:
+      - name: Set python versions
+        run:  pyenv global 3.9 3.10 3.11
+
+      - name: Checkout code
+        uses: actions/checkout@v2
+      - name: Install tox
+        run: |
+          env
+          pip install tox
+        env:
+          PIP_DISABLE_PIP_VERSION_CHECK: 1
+      - name: Run tox tests
+        run: |
+          env
+          tox
+        env:
+          PIP_DISABLE_PIP_VERSION_CHECK: 1
+          PACKAGE_VERSION: ${{ github.REF_NAME }}
+
+  build_docs:
+    needs: tox_tests
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v3
+      - name: Load virtual environment
+        uses: actions/cache@v2
+        with:
+          path: venv
+          key: ${{ runner.os }}-venv-${{ env.PYTHON_IMAGE }}-${{ hashFiles('requirements.txt', 'requirements_dev.txt') }}
+      - name: Make Sphinx docs
+        run: |
+          source venv/bin/activate
+          doc8 --config pyproject.toml docs/deker
+          cd ./docs
+          make html
+      - name: Upload artifact
+        uses: actions/upload-pages-artifact@v2
+        with:
+          path: docs/_build/html
+
+  publish_docs:
+    needs: build_docs
+    runs-on: ubuntu-latest
+    permissions:
+      contents: read
+      pages: write
+      id-token: write
+    concurrency:
+      group: "pages"
+      cancel-in-progress: false
+    environment:
+      name: github-pages
+      url: ${{ steps.deployment.outputs.page_url }}
+    steps:
+      - name: Deploy to GitHub Pages
+        uses: actions/deploy-pages@v2
+        with:
+          github_token: ${{ secrets.GITHUB_TOKEN }}
+          branch: gh-pages
+          force: true
+          directory: docs/_build/html
+
+  build_wheels:
+    name: Build wheels on ${{ matrix.os }}
+    needs: tox_tests
+    if: github.event_name == 'push' && startsWith(github.ref, 'refs/tags/v')
+    runs-on: ${{ matrix.os }}
+    strategy:
+      matrix:
+        os: [ubuntu-22.04]
+
+    steps:
+      - uses: actions/checkout@v3
+      - name: Build wheels
+        run: |
+          pip wheel -w ./wheelhouse .
+
+
+  build_sdist:
+    needs: tox_tests
+    name: Build source distribution
+    if: github.event_name == 'push' && startsWith(github.ref, 'refs/tags/v')
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v3
+
+      - name: Build sdist
+        run: pipx run build --sdist
+
+      - uses: actions/upload-artifact@v3
+        with:
+          path: dist/*.tar.gz
+
+  upload_test_pypi:
+    needs: [build_wheels, build_sdist]
+    runs-on: ubuntu-latest
+    permissions:
+      id-token: write
+    if: ${{ !endsWith(github.ref, '[0-9]') }}
+    environment:
+      name: testpypi
+      url: https://test.pypi.org/p/deker
+
+    steps:
+      - uses: actions/download-artifact@v3
+        with:
+          # unpacks default artifact into dist/
+          # if `name: artifact` is omitted, the action will create extra parent dir
+          name: artifact
+          path: dist
+
+      - name: Publish package distributions to PyPI
+        uses: pypa/gh-action-pypi-publish@release/v1
+        with:
+          repository-url: https://test.pypi.org/legacy/
+
+  upload_pypi:
+    needs: [build_wheels, build_sdist]
+    runs-on: ubuntu-latest
+    permissions:
+      id-token: write
+    environment:
+      name: pypi
+      url: https://pypi.org/p/deker
+
+    steps:
+      - uses: actions/download-artifact@v3
+        with:
+          # unpacks default artifact into dist/
+          # if `name: artifact` is omitted, the action will create extra parent dir
+          name: artifact
+          path: dist
+
+      - name: Publish package distributions to PyPI
+        uses: pypa/gh-action-pypi-publish@release/v1
diff --git a/.github/workflows/on_push.yml b/.github/workflows/on_push.yml
new file mode 100644
index 0000000..a9649b6
--- /dev/null
+++ b/.github/workflows/on_push.yml
@@ -0,0 +1,143 @@
+name: push-pipeline
+
+on:
+  push:
+
+env:
+  PYTHON_IMAGE: 3.9
+
+jobs:
+  setup:
+    runs-on: ubuntu-latest
+    timeout-minutes: 60
+
+    steps:
+      - name: Checkout code
+        uses: actions/checkout@v2
+
+      - name: Set up Python
+        uses: actions/setup-python@v3
+        with:
+          python-version: ${{ env.PYTHON_IMAGE }}
+
+      - name: Install dependencies
+        run: |
+          pip install --upgrade pip
+          pip install virtualenv
+          virtualenv venv
+          source venv/bin/activate
+          pip install -r requirements.txt
+          pip install -r requirements_dev.txt
+          pip list
+
+      - name: Cache virtual environment
+        uses: actions/cache@v2
+        with:
+          path: venv
+          key: ${{ runner.os }}-venv-${{ env.PYTHON_IMAGE }}-${{ hashFiles('requirements.txt', 'requirements_dev.txt') }}
+
+  linters:
+    needs: setup
+    runs-on: ubuntu-latest
+    if: ${{ !startsWith(github.ref, 'refs/tags/v') }}
+
+    steps:
+      - name: Checkout code
+        uses: actions/checkout@v2
+
+      - name: Set up Python
+        uses: actions/setup-python@v3
+        with:
+          python-version: ${{ env.PYTHON_IMAGE }}
+
+      - name: Load virtual environment
+        uses: actions/cache@v2
+        with:
+          path: venv
+          key: ${{ runner.os }}-venv-${{ env.PYTHON_IMAGE }}-${{ hashFiles('requirements.txt', 'requirements_dev.txt') }}
+
+      - name: Run linters and checks
+        run: |
+          source venv/bin/activate
+          isort ./${{ env.PYTHON_PACKAGE_NAME }}
+          black ./${{ env.PYTHON_PACKAGE_NAME }}
+          flake8 ./${{ env.PYTHON_PACKAGE_NAME }}
+          mypy ./${{ env.PYTHON_PACKAGE_NAME }} --install-types --non-interactive --config-file pyproject.toml
+          doc8 --config pyproject.toml ./docs/deker
+        env:
+          PIP_DISABLE_PIP_VERSION_CHECK: 1
+
+      - name: Save linter reports
+        if: always()
+        uses: actions/upload-artifact@v2
+        with:
+          name: linter-reports
+          path: report.xml
+
+  tests:
+    needs: setup
+    runs-on: ubuntu-latest
+    if: ${{ !startsWith(github.ref, 'refs/tags/v') }}
+    steps:
+      - name: Checkout code
+        uses: actions/checkout@v2
+
+      - name: Set up Python
+        uses: actions/setup-python@v2
+        with:
+          python-version: ${{ env.PYTHON_IMAGE }}
+
+      - name: Load virtual environment
+        uses: actions/cache@v2
+        with:
+          path: venv
+          key: ${{ runner.os }}-venv-${{ env.PYTHON_IMAGE }}-${{ hashFiles('requirements.txt', 'requirements_dev.txt') }}
+
+      - name: Run shuffled tests
+        run: |
+          source venv/bin/activate
+          pytest --random-order --junitxml=tests.xml
+        env:
+          PIP_DISABLE_PIP_VERSION_CHECK: 1
+
+      - name: Save test reports
+        if: always()
+        uses: actions/upload-artifact@v2
+        with:
+          name: test-reports
+          path: tests.xml
+
+  coverage:
+    needs: setup
+    runs-on: ubuntu-latest
+    if: ${{ !startsWith(github.ref, 'refs/tags/v') }}
+    steps:
+      - name: Checkout code
+        uses: actions/checkout@v2
+
+      - name: Set up Python
+        uses: actions/setup-python@v2
+        with:
+          python-version: ${{ env.PYTHON_IMAGE }}
+
+      - name: Load virtual environment
+        uses: actions/cache@v2
+        with:
+          path: venv
+          key: ${{ runner.os }}-venv-${{ env.PYTHON_IMAGE }}-${{ hashFiles('requirements.txt', 'requirements_dev.txt') }}
+
+      - name: Run coverage
+        run: |
+          source venv/bin/activate
+          coverage run -m pytest --junitxml=report.xml
+          coverage report
+          coverage xml
+        env:
+          PIP_DISABLE_PIP_VERSION_CHECK: 1
+
+      - name: Save coverage reports
+        if: always()
+        uses: actions/upload-artifact@v2
+        with:
+          name: coverage-reports
+          path: coverage.xml
diff --git a/requirements.txt b/requirements.txt
index 1110404..10e225b 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -4,4 +4,5 @@ typing-extensions>=4.4.0
 tqdm>=4.64.1
 psutil>=5.9.5
 
+--extra-index-url https://test.pypi.org/simple/
 deker-local-adapters==1.0.1b
diff --git a/tox.ini b/tox.ini
index da607d7..cd0ea6b 100644
--- a/tox.ini
+++ b/tox.ini
@@ -1,48 +1,26 @@
 [tox]
 requires =
     tox>=4
-env_list = {py39,py310,py311}-lint, py{39,310,311}-test
+env_list = py{39,310,311}-lint, py{39,310,311}-test
 
-[testenv:{py39,py310,py311}-test]
+[testenv:py{39,310,311}-test]
 description = run unit tests
 deps =
-    deepdiff==6.3.0
-    pytest>=7
-    pytest-sugar
-    pytest-mock==3.10.0
-    xarray>=2023.5.0
+   -r requirements.txt
+   -r requirements_dev.txt
 
 commands =
     pytest {posargs:tests}
 
-set_env =
-    PIP_EXTRA_INDEX_URL = {env:PIP_EXTRA_INDEX_URL}
-
-[testenv:{py39,py310,py311}-lint]
+[testenv:py{39,310,311}-lint]
 ignore_base_python_conflict = true
 description = run linters
-deps = black==23.1.0
-       coverage==7.1.0
-       darglint==1.8.1
-       flake8==5.0.4
-       flake8-bugbear==23.1.20
-       flake8-docstrings==1.7.0
-       flake8-import-order==0.18.2
-       flake8-pytest-style==1.7.0
-       isort==5.12.0
-       mypy==1.0.0
-       mypy-extensions==1.0.0
-       pep8-naming==0.13.3
-       bandit==1.7.5
-       ssort==0.11.6
-       deepdiff==6.3.0
-       xarray>=2023.5.0
+deps =
+   -r requirements.txt
+   -r requirements_dev.txt
 
 commands = isort {posargs:deker}
            black {posargs:deker}
            flake8 {posargs:deker}
            bandit -r {posargs:deker} -c pyproject.toml
            mypy {posargs:deker}  --install-types --non-interactive --config-file pyproject.toml
-
-set_env =
-    PIP_EXTRA_INDEX_URL = {env:PIP_EXTRA_INDEX_URL}

From 8787924742b66754bb511d279e7ffe308c440e6b Mon Sep 17 00:00:00 2001
From: Sergey Rybakov <srybakov@openweathermap.org>
Date: Wed, 9 Aug 2023 22:26:37 +0600
Subject: [PATCH 10/79] CI actions refactor build

---
 .github/workflows/on_build.yml | 1 -
 1 file changed, 1 deletion(-)

diff --git a/.github/workflows/on_build.yml b/.github/workflows/on_build.yml
index 2044b1b..d37a156 100644
--- a/.github/workflows/on_build.yml
+++ b/.github/workflows/on_build.yml
@@ -2,7 +2,6 @@ name: build-pipeline
 
 on:
   push:
-    - '**'
   tags:
     - v[1-9].[0-9].[0-9]
 

From e26fb56fdbfc542abe9a205c9132c4945b2d83de Mon Sep 17 00:00:00 2001
From: Sergey Rybakov <srybakov@openweathermap.org>
Date: Wed, 9 Aug 2023 22:27:48 +0600
Subject: [PATCH 11/79] CI actions refactor build

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

diff --git a/.github/workflows/on_build.yml b/.github/workflows/on_build.yml
index d37a156..4f6c61e 100644
--- a/.github/workflows/on_build.yml
+++ b/.github/workflows/on_build.yml
@@ -2,8 +2,8 @@ name: build-pipeline
 
 on:
   push:
-  tags:
-    - v[1-9].[0-9].[0-9]
+    tags:
+      - v[1-9].[0-9].[0-9]
 
 env:
   PYTHON_IMAGE: 3.9

From 8384d0b571d00c732a83a84a4172295c01f5dad7 Mon Sep 17 00:00:00 2001
From: Sergey Rybakov <srybakov@openweathermap.org>
Date: Wed, 9 Aug 2023 22:31:23 +0600
Subject: [PATCH 12/79] CI actions refactor build

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

diff --git a/.github/workflows/on_build.yml b/.github/workflows/on_build.yml
index 4f6c61e..b7836d5 100644
--- a/.github/workflows/on_build.yml
+++ b/.github/workflows/on_build.yml
@@ -146,7 +146,7 @@ jobs:
     runs-on: ubuntu-latest
     permissions:
       id-token: write
-    if: ${{ !endsWith(github.ref, '[0-9]') }}
+    if: ${{ !endsWith(github.ref, 'v[1-9].[0-9].[0-9]') }}
     environment:
       name: testpypi
       url: https://test.pypi.org/p/deker

From d72a4fb498cb250d6cdb95bd7ec82c9be14ab2a6 Mon Sep 17 00:00:00 2001
From: Sergey Rybakov <srybakov@openweathermap.org>
Date: Wed, 9 Aug 2023 22:35:34 +0600
Subject: [PATCH 13/79] CI actions refactor build

---
 .github/workflows/on_build.yml | 5 ++---
 1 file changed, 2 insertions(+), 3 deletions(-)

diff --git a/.github/workflows/on_build.yml b/.github/workflows/on_build.yml
index b7836d5..ad390d9 100644
--- a/.github/workflows/on_build.yml
+++ b/.github/workflows/on_build.yml
@@ -1,9 +1,8 @@
 name: build-pipeline
 
 on:
-  push:
-    tags:
-      - v[1-9].[0-9].[0-9]
+  tags:
+    - v[1-9].[0-9].[0-9]
 
 env:
   PYTHON_IMAGE: 3.9

From 58bb494f68f9d8feea6158940cedb229581442ff Mon Sep 17 00:00:00 2001
From: Sergey Rybakov <srybakov@openweathermap.org>
Date: Wed, 9 Aug 2023 22:36:45 +0600
Subject: [PATCH 14/79] CI actions refactor build

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

diff --git a/.github/workflows/on_build.yml b/.github/workflows/on_build.yml
index ad390d9..2fb5441 100644
--- a/.github/workflows/on_build.yml
+++ b/.github/workflows/on_build.yml
@@ -2,7 +2,7 @@ name: build-pipeline
 
 on:
   tags:
-    - v[1-9].[0-9].[0-9]
+    - 'v[1-9].[0-9].[0-9]'
 
 env:
   PYTHON_IMAGE: 3.9

From 9d4ed082e7dcf882a7b032be1869deab70f68b36 Mon Sep 17 00:00:00 2001
From: Sergey Rybakov <srybakov@openweathermap.org>
Date: Wed, 9 Aug 2023 22:40:34 +0600
Subject: [PATCH 15/79] CI actions refactor build

---
 .github/workflows/on_build.yml | 5 +++--
 .github/workflows/on_push.yml  | 2 ++
 2 files changed, 5 insertions(+), 2 deletions(-)

diff --git a/.github/workflows/on_build.yml b/.github/workflows/on_build.yml
index 2fb5441..b7836d5 100644
--- a/.github/workflows/on_build.yml
+++ b/.github/workflows/on_build.yml
@@ -1,8 +1,9 @@
 name: build-pipeline
 
 on:
-  tags:
-    - 'v[1-9].[0-9].[0-9]'
+  push:
+    tags:
+      - v[1-9].[0-9].[0-9]
 
 env:
   PYTHON_IMAGE: 3.9
diff --git a/.github/workflows/on_push.yml b/.github/workflows/on_push.yml
index a9649b6..945d898 100644
--- a/.github/workflows/on_push.yml
+++ b/.github/workflows/on_push.yml
@@ -2,6 +2,8 @@ name: push-pipeline
 
 on:
   push:
+    tags-ignore:
+      - '**'
 
 env:
   PYTHON_IMAGE: 3.9

From 27e446ab88c887fa763bc4df928544e16ef25719 Mon Sep 17 00:00:00 2001
From: Sergey Rybakov <srybakov@openweathermap.org>
Date: Wed, 9 Aug 2023 22:47:32 +0600
Subject: [PATCH 16/79] CI actions refactor

---
 .github/workflows/on_push.yml                      | 8 ++------
 .github/workflows/{on_build.yml => on_release.yml} | 4 ++--
 2 files changed, 4 insertions(+), 8 deletions(-)
 rename .github/workflows/{on_build.yml => on_release.yml} (98%)

diff --git a/.github/workflows/on_push.yml b/.github/workflows/on_push.yml
index 945d898..5a6db40 100644
--- a/.github/workflows/on_push.yml
+++ b/.github/workflows/on_push.yml
@@ -2,8 +2,8 @@ name: push-pipeline
 
 on:
   push:
-    tags-ignore:
-      - '**'
+    branches-ignore:
+      - 'refs/tags/v'
 
 env:
   PYTHON_IMAGE: 3.9
@@ -41,8 +41,6 @@ jobs:
   linters:
     needs: setup
     runs-on: ubuntu-latest
-    if: ${{ !startsWith(github.ref, 'refs/tags/v') }}
-
     steps:
       - name: Checkout code
         uses: actions/checkout@v2
@@ -79,7 +77,6 @@ jobs:
   tests:
     needs: setup
     runs-on: ubuntu-latest
-    if: ${{ !startsWith(github.ref, 'refs/tags/v') }}
     steps:
       - name: Checkout code
         uses: actions/checkout@v2
@@ -112,7 +109,6 @@ jobs:
   coverage:
     needs: setup
     runs-on: ubuntu-latest
-    if: ${{ !startsWith(github.ref, 'refs/tags/v') }}
     steps:
       - name: Checkout code
         uses: actions/checkout@v2
diff --git a/.github/workflows/on_build.yml b/.github/workflows/on_release.yml
similarity index 98%
rename from .github/workflows/on_build.yml
rename to .github/workflows/on_release.yml
index b7836d5..e091fe7 100644
--- a/.github/workflows/on_build.yml
+++ b/.github/workflows/on_release.yml
@@ -2,8 +2,8 @@ name: build-pipeline
 
 on:
   push:
-    tags:
-      - v[1-9].[0-9].[0-9]
+    branches:
+      - 'refs/tags/v[1-9].[0-9].[0-9]'
 
 env:
   PYTHON_IMAGE: 3.9

From 13a2414a87e31b1d0e69c2f02c8d6bf49c2f3845 Mon Sep 17 00:00:00 2001
From: Sergey Rybakov <srybakov@openweathermap.org>
Date: Wed, 9 Aug 2023 23:38:20 +0600
Subject: [PATCH 17/79] CI actions refactor

---
 .github/workflows/on_release.yml      | 30 ++--------------
 .github/workflows/on_test_release.yml | 49 +++++++++++++++++++++++++++
 2 files changed, 51 insertions(+), 28 deletions(-)
 create mode 100644 .github/workflows/on_test_release.yml

diff --git a/.github/workflows/on_release.yml b/.github/workflows/on_release.yml
index e091fe7..4a64327 100644
--- a/.github/workflows/on_release.yml
+++ b/.github/workflows/on_release.yml
@@ -2,8 +2,8 @@ name: build-pipeline
 
 on:
   push:
-    branches:
-      - 'refs/tags/v[1-9].[0-9].[0-9]'
+    tags:
+      - 'v[1-9]+.[0-9]+.[0-9]+'
 
 env:
   PYTHON_IMAGE: 3.9
@@ -113,7 +113,6 @@ jobs:
   build_wheels:
     name: Build wheels on ${{ matrix.os }}
     needs: tox_tests
-    if: github.event_name == 'push' && startsWith(github.ref, 'refs/tags/v')
     runs-on: ${{ matrix.os }}
     strategy:
       matrix:
@@ -125,11 +124,9 @@ jobs:
         run: |
           pip wheel -w ./wheelhouse .
 
-
   build_sdist:
     needs: tox_tests
     name: Build source distribution
-    if: github.event_name == 'push' && startsWith(github.ref, 'refs/tags/v')
     runs-on: ubuntu-latest
     steps:
       - uses: actions/checkout@v3
@@ -141,29 +138,6 @@ jobs:
         with:
           path: dist/*.tar.gz
 
-  upload_test_pypi:
-    needs: [build_wheels, build_sdist]
-    runs-on: ubuntu-latest
-    permissions:
-      id-token: write
-    if: ${{ !endsWith(github.ref, 'v[1-9].[0-9].[0-9]') }}
-    environment:
-      name: testpypi
-      url: https://test.pypi.org/p/deker
-
-    steps:
-      - uses: actions/download-artifact@v3
-        with:
-          # unpacks default artifact into dist/
-          # if `name: artifact` is omitted, the action will create extra parent dir
-          name: artifact
-          path: dist
-
-      - name: Publish package distributions to PyPI
-        uses: pypa/gh-action-pypi-publish@release/v1
-        with:
-          repository-url: https://test.pypi.org/legacy/
-
   upload_pypi:
     needs: [build_wheels, build_sdist]
     runs-on: ubuntu-latest
diff --git a/.github/workflows/on_test_release.yml b/.github/workflows/on_test_release.yml
new file mode 100644
index 0000000..d786772
--- /dev/null
+++ b/.github/workflows/on_test_release.yml
@@ -0,0 +1,49 @@
+name: test-build-pipeline
+
+on:
+  push:
+    tags:
+      - 'v*'
+    tags-ignore:
+      - 'v[1-9]+.[0-9]+.[0-9]+'
+
+env:
+  PYTHON_IMAGE: 3.9
+
+jobs:
+  build_sdist:
+    needs: tox_tests
+    name: Build source distribution
+    if: github.event_name == 'push' && startsWith(github.ref, 'refs/tags/v')
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v3
+
+      - name: Build sdist
+        run: pipx run build --sdist
+
+      - uses: actions/upload-artifact@v3
+        with:
+          path: dist/*.tar.gz
+
+  upload_test_pypi:
+    needs: [build_wheels, build_sdist]
+    runs-on: ubuntu-latest
+    permissions:
+      id-token: write
+    environment:
+      name: testpypi
+      url: https://test.pypi.org/p/deker
+
+    steps:
+      - uses: actions/download-artifact@v3
+        with:
+          # unpacks default artifact into dist/
+          # if `name: artifact` is omitted, the action will create extra parent dir
+          name: artifact
+          path: dist
+
+      - name: Publish package distributions to PyPI
+        uses: pypa/gh-action-pypi-publish@release/v1
+        with:
+          repository-url: https://test.pypi.org/legacy/

From d674d047aa087dce9d5fbab5a6221076737718fa Mon Sep 17 00:00:00 2001
From: Sergey Rybakov <srybakov@openweathermap.org>
Date: Wed, 9 Aug 2023 23:40:57 +0600
Subject: [PATCH 18/79] CI actions refactor

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

diff --git a/.github/workflows/on_test_release.yml b/.github/workflows/on_test_release.yml
index d786772..ad9055f 100644
--- a/.github/workflows/on_test_release.yml
+++ b/.github/workflows/on_test_release.yml
@@ -4,8 +4,7 @@ on:
   push:
     tags:
       - 'v*'
-    tags-ignore:
-      - 'v[1-9]+.[0-9]+.[0-9]+'
+      - '!v[1-9]+.[0-9]+.[0-9]+'
 
 env:
   PYTHON_IMAGE: 3.9

From d2f9e86b84937561431cb54ce33ae70a68f7af8c Mon Sep 17 00:00:00 2001
From: Sergey Rybakov <srybakov@openweathermap.org>
Date: Wed, 9 Aug 2023 23:43:52 +0600
Subject: [PATCH 19/79] CI actions refactor

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

diff --git a/.github/workflows/on_test_release.yml b/.github/workflows/on_test_release.yml
index ad9055f..f94a948 100644
--- a/.github/workflows/on_test_release.yml
+++ b/.github/workflows/on_test_release.yml
@@ -11,7 +11,6 @@ env:
 
 jobs:
   build_sdist:
-    needs: tox_tests
     name: Build source distribution
     if: github.event_name == 'push' && startsWith(github.ref, 'refs/tags/v')
     runs-on: ubuntu-latest
@@ -26,7 +25,7 @@ jobs:
           path: dist/*.tar.gz
 
   upload_test_pypi:
-    needs: [build_wheels, build_sdist]
+    needs: build_sdist
     runs-on: ubuntu-latest
     permissions:
       id-token: write

From 7f54cf12a4b1d9bb999881d4c1f124ecd0398a2a Mon Sep 17 00:00:00 2001
From: Sergey Rybakov <srybakov@openweathermap.org>
Date: Thu, 10 Aug 2023 00:34:58 +0600
Subject: [PATCH 20/79] test_build

---
 .github/workflows/on_test_release.yml | 52 ++++++++++++++++++++++++++-
 1 file changed, 51 insertions(+), 1 deletion(-)

diff --git a/.github/workflows/on_test_release.yml b/.github/workflows/on_test_release.yml
index f94a948..0f5e62d 100644
--- a/.github/workflows/on_test_release.yml
+++ b/.github/workflows/on_test_release.yml
@@ -10,9 +10,59 @@ env:
   PYTHON_IMAGE: 3.9
 
 jobs:
+  tox_tests:
+    runs-on: ubuntu-latest
+    container:
+      image: ghcr.io/openweathermap/deker/deker-embedded/tox:latest
+      env:
+        PACKAGE_VERSION: ${{ github.REF_NAME }}
+      credentials:
+        username: ${{ github.actor }}
+        password: ${{ secrets.GITHUB_TOKEN }}
+    steps:
+      - name: Set python versions
+        run:  pyenv global 3.9 3.10 3.11
+
+      - name: Checkout code
+        uses: actions/checkout@v2
+      - name: Install tox
+        run: |
+          env
+          pip install tox
+        env:
+          PIP_DISABLE_PIP_VERSION_CHECK: 1
+      - name: Run tox tests
+        run: |
+          env
+          tox
+        env:
+          PIP_DISABLE_PIP_VERSION_CHECK: 1
+          PACKAGE_VERSION: ${{ github.REF_NAME }}
+
+  build_docs:
+    needs: tox_tests
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v3
+      - name: Load virtual environment
+        uses: actions/cache@v2
+        with:
+          path: venv
+          key: ${{ runner.os }}-venv-${{ env.PYTHON_IMAGE }}-${{ hashFiles('requirements.txt', 'requirements_dev.txt') }}
+      - name: Make Sphinx docs
+        run: |
+          source venv/bin/activate
+          doc8 --config pyproject.toml docs/deker
+          cd ./docs
+          make html
+      - name: Upload artifact
+        uses: actions/upload-pages-artifact@v2
+        with:
+          path: docs/_build/html
+
+
   build_sdist:
     name: Build source distribution
-    if: github.event_name == 'push' && startsWith(github.ref, 'refs/tags/v')
     runs-on: ubuntu-latest
     steps:
       - uses: actions/checkout@v3

From 7e108b733fe376b1e2ef14888d989123cf8ddf32 Mon Sep 17 00:00:00 2001
From: Sergey Rybakov <srybakov@openweathermap.org>
Date: Thu, 10 Aug 2023 14:15:08 +0600
Subject: [PATCH 21/79] changelog

---
 .github/workflows/changelog.yml               | 36 +++++++++++++++
 .../configs/changelog-ci-config.json          | 46 +++++++++++++++++++
 .github/workflows/on_test_release.yml         |  8 ++++
 docs/conf.py                                  | 38 ++++++---------
 4 files changed, 104 insertions(+), 24 deletions(-)
 create mode 100644 .github/workflows/changelog.yml
 create mode 100644 .github/workflows/configs/changelog-ci-config.json

diff --git a/.github/workflows/changelog.yml b/.github/workflows/changelog.yml
new file mode 100644
index 0000000..31ff9de
--- /dev/null
+++ b/.github/workflows/changelog.yml
@@ -0,0 +1,36 @@
+name: changelog
+
+on:
+  workflow_dispatch:
+jobs:
+  build:
+    runs-on: ubuntu-latest
+
+    steps:
+      # Checks-out your repository
+      - uses: actions/checkout@v2
+
+      - name: Run Changelog CI
+        uses: saadmk11/changelog-ci@v1.1.2
+        with:
+          # Optional, you can provide any name for your changelog file,
+          # We currently support Markdown (.md) and reStructuredText (.rst) files
+          # defaults to `CHANGELOG.md` if not provided.
+          changelog_filename: CHANGELOG.rst
+          # Optional, only required when you want more customization
+          # e.g: group your changelog by labels with custom titles,
+          # different version prefix, pull request title and version number regex etc.
+          # config file can be in JSON or YAML format.
+          config_file: configs/changelog-ci-config.json
+          # Optional, This will be used to configure git
+          # defaults to `github-actions[bot]` if not provided.
+          committer_username: 'OpenWeather'
+          committer_email: 'info@openweathermap.org'
+          # Optional, only required when you want to run Changelog CI
+          # on an event other than `pull_request` event.
+          # In this example `release_version` is fetched from `workflow_dispatch` events input.
+          # You can use any other method to fetch the release version
+          # such as environment variable or from output of another action
+          release_version: ${{ github.event.inputs.release_version }}
+          # Optional
+          github_token: ${{ secrets.GITHUB_TOKEN }}
diff --git a/.github/workflows/configs/changelog-ci-config.json b/.github/workflows/configs/changelog-ci-config.json
new file mode 100644
index 0000000..67e2449
--- /dev/null
+++ b/.github/workflows/configs/changelog-ci-config.json
@@ -0,0 +1,46 @@
+{
+    "changelog_type": "commit_message",
+    "comment_changelog": true,
+    "commit_changelog": true,
+    "exclude_labels": [
+        "bot",
+        "dependabot",
+        "ci"
+    ],
+    "group_config": [
+        {
+            "labels": [
+                "bug",
+                "bugfix",
+                "fix"
+            ],
+            "title": "Bug Fixes"
+        },
+        {
+            "labels": [
+                "improvements",
+                "enhancement"
+            ],
+            "title": "Code Improvements"
+        },
+        {
+            "labels": [
+                "feature"
+            ],
+            "title": "New Features"
+        },
+        {
+            "labels": [
+                "docs",
+                "documentation",
+                "doc"
+            ],
+            "title": "Documentation Updates"
+        }
+    ],
+    "header_prefix": "Version:",
+    "include_unlabeled_changes": true,
+    "pull_request_title_regex": "^Release",
+    "unlabeled_group_title": "Unlabeled Changes",
+    "version_regex": "v[0-9]+[.][0-9]+[.][0-9]+"
+}
diff --git a/.github/workflows/on_test_release.yml b/.github/workflows/on_test_release.yml
index 0f5e62d..47ea44f 100644
--- a/.github/workflows/on_test_release.yml
+++ b/.github/workflows/on_test_release.yml
@@ -10,6 +10,14 @@ env:
   PYTHON_IMAGE: 3.9
 
 jobs:
+  changelog:
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v2
+      - name: Run Changelog CI
+        uses: saadmk11/changelog-ci@v1.1.2
+
+
   tox_tests:
     runs-on: ubuntu-latest
     container:
diff --git a/docs/conf.py b/docs/conf.py
index 9493b78..6a27f67 100644
--- a/docs/conf.py
+++ b/docs/conf.py
@@ -10,10 +10,6 @@
 import sys
 
 
-project = "Deker"
-copyright = "2023, OpenWeather"
-author = "OpenWeather"
-
 # Add support for auto-doc
 
 # Ensure that sanic is present in the path, to allow sphinx-apidoc to
@@ -22,6 +18,18 @@
 sys.path.insert(0, os.path.abspath(".."))
 
 
+project = "Deker"
+copyright = "2023, OpenWeather"
+author = "OpenWeather"
+# The version info for the project you're documenting, acts as replacement for
+# |version| and |release|, also used in various other places throughout the
+# built documents.
+#
+# The short X.Y version.
+version = "v1.1.0"
+# The full version, including alpha/beta/rc tags.
+release = version
+
 # -- General configuration ------------------------------------------------
 
 extensions = [
@@ -39,18 +47,6 @@
 # The master toctree document.
 master_doc = "index"
 
-# web page tab logo
-# html_logo = "deker/images/logo.png"
-
-# The version info for the project you're documenting, acts as replacement for
-# |version| and |release|, also used in various other places throughout the
-# built documents.
-#
-# The short X.Y version.
-version = "v1.0.0"
-# The full version, including alpha/beta/rc tags.
-release = version
-
 # The language for content autogenerated by Sphinx. Refer to documentation
 # for a list of supported languages.
 # This is also used if you do content translation via gettext catalogs.
@@ -77,14 +73,10 @@
 # a list of builtin themes.
 html_theme = "sphinx_rtd_theme"
 html_theme_options = {
-    # "analytics_id": "G-XXXXXXXXXX",  #  Provided by Google in your dashboard
-    # "analytics_anonymize_ip": False,
-    # "logo_only": False,
     "display_version": True,
     "prev_next_buttons_location": "bottom",
     "style_external_links": True,
     "vcs_pageview_mode": "",
-    # "style_nav_header_background": "light-blue",
     # Toc options
     "collapse_navigation": False,
     "sticky_navigation": True,
@@ -92,11 +84,13 @@
     "includehidden": True,
     "titles_only": False,
 }
+
 # Add any paths that contain custom static files (such as style sheets) here,
 # relative to this directory. They are copied after the builtin static files,
 # so a file named "default.css" will overwrite the builtin "default.css".
 # html_static_path = ["_static"]
 # html_css_files = ["custom.css"]
+
 # -- Options for HTMLHelp output ------------------------------------------
 
 # Output file base name for HTML help builder.
@@ -106,11 +100,7 @@
 
 suppress_warnings = ["image.nonlocal_uri"]
 
-
 autodoc_typehints = "description"
 autodoc_default_options = {
     "member-order": "groupwise",
 }
-# intersphinx_mapping = {
-#     "deker": ("http://de1.owm.io:10002", None),
-# }

From da2d862b295e3f2f8db82187b8586bf809225738 Mon Sep 17 00:00:00 2001
From: Sergey Rybakov <srybakov@openweathermap.org>
Date: Thu, 10 Aug 2023 14:17:15 +0600
Subject: [PATCH 22/79] changelog

---
 .github/workflows/changelog.yml | 4 +++-
 1 file changed, 3 insertions(+), 1 deletion(-)

diff --git a/.github/workflows/changelog.yml b/.github/workflows/changelog.yml
index 31ff9de..af6452b 100644
--- a/.github/workflows/changelog.yml
+++ b/.github/workflows/changelog.yml
@@ -1,9 +1,11 @@
 name: changelog
 
 on:
+  push:
   workflow_dispatch:
+
 jobs:
-  build:
+  changelog:
     runs-on: ubuntu-latest
 
     steps:

From 38749356bcf891783e17ffaf642bbbb5680900c8 Mon Sep 17 00:00:00 2001
From: Sergey Rybakov <64586748+SerGeRybakov@users.noreply.github.com>
Date: Thu, 10 Aug 2023 14:23:16 +0600
Subject: [PATCH 23/79] Update changelog.yml

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

diff --git a/.github/workflows/changelog.yml b/.github/workflows/changelog.yml
index af6452b..f143041 100644
--- a/.github/workflows/changelog.yml
+++ b/.github/workflows/changelog.yml
@@ -11,6 +11,9 @@ jobs:
     steps:
       # Checks-out your repository
       - uses: actions/checkout@v2
+      
+      - name: check
+        run: ls
 
       - name: Run Changelog CI
         uses: saadmk11/changelog-ci@v1.1.2
@@ -23,7 +26,7 @@ jobs:
           # e.g: group your changelog by labels with custom titles,
           # different version prefix, pull request title and version number regex etc.
           # config file can be in JSON or YAML format.
-          config_file: configs/changelog-ci-config.json
+          config_file: .github/workflows/configs/changelog-ci-config.json
           # Optional, This will be used to configure git
           # defaults to `github-actions[bot]` if not provided.
           committer_username: 'OpenWeather'

From 5bced216861d0029f6b8af1e8f16a89cf9f47ad5 Mon Sep 17 00:00:00 2001
From: Sergey Rybakov <srybakov@openweathermap.org>
Date: Thu, 10 Aug 2023 14:25:53 +0600
Subject: [PATCH 24/79] changelog

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

diff --git a/.github/workflows/changelog.yml b/.github/workflows/changelog.yml
index f143041..a2f79ba 100644
--- a/.github/workflows/changelog.yml
+++ b/.github/workflows/changelog.yml
@@ -11,7 +11,7 @@ jobs:
     steps:
       # Checks-out your repository
       - uses: actions/checkout@v2
-      
+
       - name: check
         run: ls
 
@@ -29,13 +29,13 @@ jobs:
           config_file: .github/workflows/configs/changelog-ci-config.json
           # Optional, This will be used to configure git
           # defaults to `github-actions[bot]` if not provided.
-          committer_username: 'OpenWeather'
-          committer_email: 'info@openweathermap.org'
+#          committer_username: 'OpenWeather'
+#          committer_email: 'info@openweathermap.org'
           # Optional, only required when you want to run Changelog CI
           # on an event other than `pull_request` event.
           # In this example `release_version` is fetched from `workflow_dispatch` events input.
           # You can use any other method to fetch the release version
           # such as environment variable or from output of another action
-          release_version: ${{ github.event.inputs.release_version }}
+#          release_version: ${{ github.event.inputs.release_version }}
           # Optional
           github_token: ${{ secrets.GITHUB_TOKEN }}

From 71718e84e8b4ea40a7fe018ac91ce257ebcf5818 Mon Sep 17 00:00:00 2001
From: Sergey Rybakov <srybakov@openweathermap.org>
Date: Thu, 10 Aug 2023 14:27:54 +0600
Subject: [PATCH 25/79] changelog

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

diff --git a/.github/workflows/changelog.yml b/.github/workflows/changelog.yml
index a2f79ba..5392d15 100644
--- a/.github/workflows/changelog.yml
+++ b/.github/workflows/changelog.yml
@@ -37,5 +37,6 @@ jobs:
           # You can use any other method to fetch the release version
           # such as environment variable or from output of another action
 #          release_version: ${{ github.event.inputs.release_version }}
+          release_version: v1.1.0
           # Optional
           github_token: ${{ secrets.GITHUB_TOKEN }}

From 045b5023033cd71de0671c41882a203e98280373 Mon Sep 17 00:00:00 2001
From: matveyvarg <matveyvarg@gmail.com>
Date: Thu, 10 Aug 2023 11:26:28 +0200
Subject: [PATCH 26/79] testing poetry builds

---
 .github/workflows/on_push.yml         |  31 +++---
 .github/workflows/on_release.yml      |   6 +-
 .github/workflows/on_test_release.yml |  15 ++-
 pyproject.toml => oldpyproject.toml   | 135 +++++++++++++++++---------
 requirements.txt                      |   8 --
 requirements_dev.txt                  |  30 ------
 tox.ini                               |  38 ++++++--
 7 files changed, 147 insertions(+), 116 deletions(-)
 rename pyproject.toml => oldpyproject.toml (59%)
 delete mode 100644 requirements.txt
 delete mode 100644 requirements_dev.txt

diff --git a/.github/workflows/on_push.yml b/.github/workflows/on_push.yml
index 5a6db40..0e35b2a 100644
--- a/.github/workflows/on_push.yml
+++ b/.github/workflows/on_push.yml
@@ -24,19 +24,14 @@ jobs:
 
       - name: Install dependencies
         run: |
-          pip install --upgrade pip
-          pip install virtualenv
-          virtualenv venv
-          source venv/bin/activate
-          pip install -r requirements.txt
-          pip install -r requirements_dev.txt
-          pip list
+          pipx install poetry
+          poetry install --without docs
 
       - name: Cache virtual environment
         uses: actions/cache@v2
         with:
-          path: venv
-          key: ${{ runner.os }}-venv-${{ env.PYTHON_IMAGE }}-${{ hashFiles('requirements.txt', 'requirements_dev.txt') }}
+          path: .venv
+          key: ${{ runner.os }}-venv-${{ env.PYTHON_IMAGE }}-${{ hashFiles('pyproject.toml', 'poetry.lock') }}
 
   linters:
     needs: setup
@@ -53,12 +48,12 @@ jobs:
       - name: Load virtual environment
         uses: actions/cache@v2
         with:
-          path: venv
-          key: ${{ runner.os }}-venv-${{ env.PYTHON_IMAGE }}-${{ hashFiles('requirements.txt', 'requirements_dev.txt') }}
+          path: .venv
+          key: ${{ runner.os }}-venv-${{ env.PYTHON_IMAGE }}-${{ hashFiles('pyproject.toml', 'poetry.lock') }}
 
       - name: Run linters and checks
         run: |
-          source venv/bin/activate
+          source .venv/bin/activate
           isort ./${{ env.PYTHON_PACKAGE_NAME }}
           black ./${{ env.PYTHON_PACKAGE_NAME }}
           flake8 ./${{ env.PYTHON_PACKAGE_NAME }}
@@ -89,12 +84,12 @@ jobs:
       - name: Load virtual environment
         uses: actions/cache@v2
         with:
-          path: venv
-          key: ${{ runner.os }}-venv-${{ env.PYTHON_IMAGE }}-${{ hashFiles('requirements.txt', 'requirements_dev.txt') }}
+          path: .venv
+          key: ${{ runner.os }}-venv-${{ env.PYTHON_IMAGE }}-${{ hashFiles('pyproject.toml', 'poetry.lock') }}
 
       - name: Run shuffled tests
         run: |
-          source venv/bin/activate
+          source .venv/bin/activate
           pytest --random-order --junitxml=tests.xml
         env:
           PIP_DISABLE_PIP_VERSION_CHECK: 1
@@ -121,12 +116,12 @@ jobs:
       - name: Load virtual environment
         uses: actions/cache@v2
         with:
-          path: venv
-          key: ${{ runner.os }}-venv-${{ env.PYTHON_IMAGE }}-${{ hashFiles('requirements.txt', 'requirements_dev.txt') }}
+          path: .venv
+          key: ${{ runner.os }}-venv-${{ env.PYTHON_IMAGE }}-${{ hashFiles('pyproject.toml', 'poetry.lock') }}
 
       - name: Run coverage
         run: |
-          source venv/bin/activate
+          source .venv/bin/activate
           coverage run -m pytest --junitxml=report.xml
           coverage report
           coverage xml
diff --git a/.github/workflows/on_release.yml b/.github/workflows/on_release.yml
index 4a64327..0e09bfb 100644
--- a/.github/workflows/on_release.yml
+++ b/.github/workflows/on_release.yml
@@ -132,14 +132,16 @@ jobs:
       - uses: actions/checkout@v3
 
       - name: Build sdist
-        run: pipx run build --sdist
+        run: |
+          pipx install poetry
+          poetry build -f sdist
 
       - uses: actions/upload-artifact@v3
         with:
           path: dist/*.tar.gz
 
   upload_pypi:
-    needs: [build_wheels, build_sdist]
+    needs: [build_sdist]
     runs-on: ubuntu-latest
     permissions:
       id-token: write
diff --git a/.github/workflows/on_test_release.yml b/.github/workflows/on_test_release.yml
index 0f5e62d..08dffe6 100644
--- a/.github/workflows/on_test_release.yml
+++ b/.github/workflows/on_test_release.yml
@@ -25,14 +25,17 @@ jobs:
 
       - name: Checkout code
         uses: actions/checkout@v2
-      - name: Install tox
+      - name: Install tools
         run: |
           env
-          pip install tox
+          pipx install tox poetry
         env:
           PIP_DISABLE_PIP_VERSION_CHECK: 1
+      - name: Make requirements file
+        run: poetry export --without-hashes > requirements.txt
       - name: Run tox tests
         run: |
+          export PIP_EXTRA_INDEX_URL=https://test.pypi.org/simple
           env
           tox
         env:
@@ -48,10 +51,10 @@ jobs:
         uses: actions/cache@v2
         with:
           path: venv
-          key: ${{ runner.os }}-venv-${{ env.PYTHON_IMAGE }}-${{ hashFiles('requirements.txt', 'requirements_dev.txt') }}
+          key: ${{ runner.os }}-venv-${{ env.PYTHON_IMAGE }}-${{ hashFiles('pyproject.toml', 'poetry.lock') }}
       - name: Make Sphinx docs
         run: |
-          source venv/bin/activate
+          source .venv/bin/activate
           doc8 --config pyproject.toml docs/deker
           cd ./docs
           make html
@@ -68,7 +71,9 @@ jobs:
       - uses: actions/checkout@v3
 
       - name: Build sdist
-        run: pipx run build --sdist
+        run: |
+          pipx install poetry
+          poetry build -f sdist
 
       - uses: actions/upload-artifact@v3
         with:
diff --git a/pyproject.toml b/oldpyproject.toml
similarity index 59%
rename from pyproject.toml
rename to oldpyproject.toml
index b2793ea..c185e26 100644
--- a/pyproject.toml
+++ b/oldpyproject.toml
@@ -86,31 +86,31 @@ ignore = [
     "BLE001",
     "DTZ004",
     "FIX002",
-    "C901",    # Too complex, refactor files with this error.
+    "C901", # Too complex, refactor files with this error.
     "SLF001",
     "ANN401",
     "G004",
     "A003",
     "TD003",
     "TD002",
-    "DTZ003",  # .utcnow() is not allowed
-    "DTZ005",  # date time without tz
-    "DTZ006",  # date time without tz
-    "FA100",   # __future__ annotations
+    "DTZ003", # .utcnow() is not allowed
+    "DTZ005", # date time without tz
+    "DTZ006", # date time without tz
+    "FA100", # __future__ annotations
     "TRY301",
-    "PLR0913",  # Number of arguments
+    "PLR0913", # Number of arguments
     "PERF401",
     "RUF012",
     "PLR0912", # Too many branches,
-    "FBT001",  # Boolean positional arg
-    "FBT002",  # Boolean default value
+    "FBT001", # Boolean positional arg
+    "FBT002", # Boolean default value
     "D401",
     "COM812",
     "EM101",
-    "UP006",  # Tuple[..] -> tuple[..]
-    "UP035",  # Tuple[..] -> tuple[..]
-    "UP007",  # X | Y instead of Union
-    "UP037",  # Quotes in annotations
+    "UP006", # Tuple[..] -> tuple[..]
+    "UP035", # Tuple[..] -> tuple[..]
+    "UP007", # X | Y instead of Union
+    "UP037", # Quotes in annotations
     "RET504",
     "PIE790",
     "ERA001",
@@ -144,7 +144,7 @@ exclude = [
     "PERF203" # Performance overhead
 ]
 "deker/locks.py" = [
-    "PERF203",# Performance overhead
+    "PERF203", # Performance overhead
     "PTH123",
     "SIM115"
 ]
@@ -152,7 +152,7 @@ exclude = [
 "deker/tools/path.py" = ["S324"]
 "deker/validators.py" = ["C901", "PLR0912"]
 "deker/dimensions.py" = ["PLR0915"] # Too many statements
-"deker/types/enums.py" = ["A003","A002"]
+"deker/types/enums.py" = ["A003", "A002"]
 "deker/types/shell.py" = ["D205", "D400"]
 "deker/ABC/base_subset.py" = ["PLW2901"]  #  overwritten by assignment
 "deker/ABC/base_array.py" = ["PLW2901"]  #  overwritten by assignment
@@ -181,34 +181,34 @@ max-line-length = 99
 [build-system]
 requires = ["setuptools>=45", "setuptools_scm[toml]>=6.2"]
 
-[project]
-name = "deker"
-requires-python = ">=3.9"
-dynamic = ["version", "readme", "dependencies"]
-authors = [
-    {name = "OpenWeather", email = "info@openweathermap.org"},
-]
-maintainers = [
-        {name = "OpenWeather", email = "info@openweathermap.org"},
-]
-description = "Multidimensional arrays storage engine"
-license = {text = "GPL-3.0-only"}
-classifiers = [
-        "Development Status :: 4 - Beta",
-        "Intended Audience :: Developers",
-        "Intended Audience :: Information Technology",
-        "Intended Audience :: Science/Research",
-        "License :: OSI Approved :: GNU General Public License v3 (GPLv3)",
-        "Topic :: Software Development :: Libraries :: Python Modules",
-        "Operating System :: Unix",
-        "Operating System :: POSIX :: Linux",
-        "Operating System :: MacOS :: MacOS X",
-        "Programming Language :: Python",
-        "Programming Language :: Python :: 3",
-        "Programming Language :: Python :: 3.9",
-        "Programming Language :: Python :: 3.10",
-        "Programming Language :: Python :: 3.11",
-]
+#[project]
+#name = "deker"
+#requires-python = ">=3.9"
+#dynamic = ["version", "readme", "dependencies"]
+#authors = [
+#    { name = "OpenWeather", email = "info@openweathermap.org" },
+#]
+#maintainers = [
+#    { name = "OpenWeather", email = "info@openweathermap.org" },
+#]
+#description = "Multidimensional arrays storage engine"
+#license = { text = "GPL-3.0-only" }
+#classifiers = [
+#    "Development Status :: 4 - Beta",
+#    "Intended Audience :: Developers",
+#    "Intended Audience :: Information Technology",
+#    "Intended Audience :: Science/Research",
+#    "License :: OSI Approved :: GNU General Public License v3 (GPLv3)",
+#    "Topic :: Software Development :: Libraries :: Python Modules",
+#    "Operating System :: Unix",
+#    "Operating System :: POSIX :: Linux",
+#    "Operating System :: MacOS :: MacOS X",
+#    "Programming Language :: Python",
+#    "Programming Language :: Python :: 3",
+#    "Programming Language :: Python :: 3.9",
+#    "Programming Language :: Python :: 3.10",
+#    "Programming Language :: Python :: 3.11",
+#]
 [project.optional-dependencies]
 xarray = ["xarray>=2023.5.0"]
 
@@ -218,11 +218,56 @@ xarray = ["xarray>=2023.5.0"]
 'Repository' = 'https://github.com/openweathermap/deker'
 
 [tool.setuptools.dynamic]
-readme = {file = ["README.md"], content-type='text/markdown'}
-dependencies = {file = ["requirements.txt"]}
+readme = { file = ["README.md"], content-type = 'text/markdown' }
+dependencies = { file = ["requirements.txt"] }
 
 [tool.setuptools]
 packages = ["deker"]
-license-files=["LICENSE"]
+license-files = ["LICENSE"]
 
 [tool.setuptools_scm]
+
+[tool.poetry.dependencies]
+numpy = "^1.18"
+attrs = "^23.1.0"
+typing-extensions = "^4.4.0"
+tqdm = "^4.64.1"
+psutil = "^5.9.5"
+deker-local-adapters = { version = "1.0.1b", source = "test" }
+
+[tool.poetry.group.dev.dependencies]
+black = "23.1.0"
+coverage = "7.1.0"
+darglint = "1.8.1"
+flake8 = "5.0.4"
+flake8-bugbear = "23.1.20"
+flake8-docstrings = "1.7.0"
+flake8-import-order = "0.18.2"
+flake8-pytest-style = "1.7.0"
+isort = "5.12.0"
+mypy = "1.0.0"
+mypy-extensions = "1.0.0"
+pep8-naming = "0.13.3"
+pre-commit = "3.0.4"
+pycln = "2.1.3"
+pytest = "7.2.1"
+pytest-cov = "4.0.0"
+pytest-sugar = "0.9.6"
+pytest-random-order = "1.1.0"
+ssort = "0.11.6"
+deepdiff = "6.3.0"
+pytest-mock = "3.10.0"
+xarray = "^2023.5.0"
+bandit = "1.7.5"
+tox = "4.6.3"
+
+[tool.poetry.group.docs.dependencies]
+docutils = "0.17"
+m2r2 = "0.3.2"
+sphinx-rtd-theme = "1.2.2"
+enum_tools = "0.10.0"
+sphinx_toolbox = "3.5.0"
+doc8 = "0.11.2"
+
+[too.poetry]
+name = "deker"
diff --git a/requirements.txt b/requirements.txt
deleted file mode 100644
index 10e225b..0000000
--- a/requirements.txt
+++ /dev/null
@@ -1,8 +0,0 @@
-numpy>=1.18
-attrs>=23.1.0
-typing-extensions>=4.4.0
-tqdm>=4.64.1
-psutil>=5.9.5
-
---extra-index-url https://test.pypi.org/simple/
-deker-local-adapters==1.0.1b
diff --git a/requirements_dev.txt b/requirements_dev.txt
deleted file mode 100644
index f565277..0000000
--- a/requirements_dev.txt
+++ /dev/null
@@ -1,30 +0,0 @@
-black==23.1.0
-coverage==7.1.0
-darglint==1.8.1
-flake8==5.0.4  # do not upgrade to 6.0.0!
-flake8-bugbear==23.1.20
-flake8-docstrings==1.7.0
-flake8-import-order==0.18.2
-flake8-pytest-style==1.7.0
-isort==5.12.0
-mypy==1.0.0
-mypy-extensions==1.0.0
-pep8-naming==0.13.3
-pre-commit==3.0.4
-pycln==2.1.3
-pytest==7.2.1
-pytest-cov==4.0.0
-pytest-sugar==0.9.6
-pytest-random-order==1.1.0
-ssort==0.11.6
-deepdiff==6.3.0
-pytest-mock==3.10.0
-xarray>=2023.5.0
-bandit==1.7.5
-tox==4.6.3
-docutils==0.17
-m2r2==0.3.2
-sphinx-rtd-theme==1.2.2
-enum_tools==0.10.0
-sphinx_toolbox==3.5.0
-doc8==0.11.2
diff --git a/tox.ini b/tox.ini
index cd0ea6b..da607d7 100644
--- a/tox.ini
+++ b/tox.ini
@@ -1,26 +1,48 @@
 [tox]
 requires =
     tox>=4
-env_list = py{39,310,311}-lint, py{39,310,311}-test
+env_list = {py39,py310,py311}-lint, py{39,310,311}-test
 
-[testenv:py{39,310,311}-test]
+[testenv:{py39,py310,py311}-test]
 description = run unit tests
 deps =
-   -r requirements.txt
-   -r requirements_dev.txt
+    deepdiff==6.3.0
+    pytest>=7
+    pytest-sugar
+    pytest-mock==3.10.0
+    xarray>=2023.5.0
 
 commands =
     pytest {posargs:tests}
 
-[testenv:py{39,310,311}-lint]
+set_env =
+    PIP_EXTRA_INDEX_URL = {env:PIP_EXTRA_INDEX_URL}
+
+[testenv:{py39,py310,py311}-lint]
 ignore_base_python_conflict = true
 description = run linters
-deps =
-   -r requirements.txt
-   -r requirements_dev.txt
+deps = black==23.1.0
+       coverage==7.1.0
+       darglint==1.8.1
+       flake8==5.0.4
+       flake8-bugbear==23.1.20
+       flake8-docstrings==1.7.0
+       flake8-import-order==0.18.2
+       flake8-pytest-style==1.7.0
+       isort==5.12.0
+       mypy==1.0.0
+       mypy-extensions==1.0.0
+       pep8-naming==0.13.3
+       bandit==1.7.5
+       ssort==0.11.6
+       deepdiff==6.3.0
+       xarray>=2023.5.0
 
 commands = isort {posargs:deker}
            black {posargs:deker}
            flake8 {posargs:deker}
            bandit -r {posargs:deker} -c pyproject.toml
            mypy {posargs:deker}  --install-types --non-interactive --config-file pyproject.toml
+
+set_env =
+    PIP_EXTRA_INDEX_URL = {env:PIP_EXTRA_INDEX_URL}

From b7949046618247224c836ebac781d22ff18dbe93 Mon Sep 17 00:00:00 2001
From: matveyvarg <matveyvarg@gmail.com>
Date: Thu, 10 Aug 2023 11:30:33 +0200
Subject: [PATCH 27/79] testing poetry builds

---
 poetry.lock                         | 2460 +++++++++++++++++++++++++++
 oldpyproject.toml => pyproject.toml |  179 +-
 2 files changed, 2544 insertions(+), 95 deletions(-)
 create mode 100644 poetry.lock
 rename oldpyproject.toml => pyproject.toml (74%)

diff --git a/poetry.lock b/poetry.lock
new file mode 100644
index 0000000..3e82b89
--- /dev/null
+++ b/poetry.lock
@@ -0,0 +1,2460 @@
+# This file is automatically @generated by Poetry 1.5.1 and should not be changed by hand.
+
+[[package]]
+name = "alabaster"
+version = "0.7.13"
+description = "A configurable sidebar-enabled Sphinx theme"
+optional = false
+python-versions = ">=3.6"
+files = [
+    {file = "alabaster-0.7.13-py3-none-any.whl", hash = "sha256:1ee19aca801bbabb5ba3f5f258e4422dfa86f82f3e9cefb0859b283cdd7f62a3"},
+    {file = "alabaster-0.7.13.tar.gz", hash = "sha256:a27a4a084d5e690e16e01e03ad2b2e552c61a65469419b907243193de1a84ae2"},
+]
+
+[[package]]
+name = "apeye"
+version = "1.4.0"
+description = "Handy tools for working with URLs and APIs."
+optional = false
+python-versions = ">=3.6.1"
+files = [
+    {file = "apeye-1.4.0-py3-none-any.whl", hash = "sha256:32f10f5629c39a0d2a4bc00b16827b43b912c56510395329cb4cc823954ec2be"},
+    {file = "apeye-1.4.0.tar.gz", hash = "sha256:db616f14f1e7c09c5ff76230b6a78ebada6e34bed80596bbb9f1146d94107cdb"},
+]
+
+[package.dependencies]
+apeye-core = ">=1.0.0b2"
+domdf-python-tools = ">=2.6.0"
+platformdirs = ">=2.3.0"
+requests = ">=2.24.0"
+
+[package.extras]
+all = ["cachecontrol[filecache] (>=0.12.6)", "lockfile (>=0.12.2)"]
+limiter = ["cachecontrol[filecache] (>=0.12.6)", "lockfile (>=0.12.2)"]
+
+[[package]]
+name = "apeye-core"
+version = "1.1.4"
+description = "Core (offline) functionality for the apeye library."
+optional = false
+python-versions = ">=3.6.1"
+files = [
+    {file = "apeye_core-1.1.4-py3-none-any.whl", hash = "sha256:084bc696448d3ac428fece41c1f2eb08fa9d9ce1d1b2f4d43187e3def4528a60"},
+    {file = "apeye_core-1.1.4.tar.gz", hash = "sha256:72bb89fed3baa647cb81aa28e1d851787edcbf9573853b5d2b5f87c02f50eaf5"},
+]
+
+[package.dependencies]
+domdf-python-tools = ">=2.6.0"
+idna = ">=2.5"
+
+[[package]]
+name = "attrs"
+version = "23.1.0"
+description = "Classes Without Boilerplate"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "attrs-23.1.0-py3-none-any.whl", hash = "sha256:1f28b4522cdc2fb4256ac1a020c78acf9cba2c6b461ccd2c126f3aa8e8335d04"},
+    {file = "attrs-23.1.0.tar.gz", hash = "sha256:6279836d581513a26f1bf235f9acd333bc9115683f14f7e8fae46c98fc50e015"},
+]
+
+[package.extras]
+cov = ["attrs[tests]", "coverage[toml] (>=5.3)"]
+dev = ["attrs[docs,tests]", "pre-commit"]
+docs = ["furo", "myst-parser", "sphinx", "sphinx-notfound-page", "sphinxcontrib-towncrier", "towncrier", "zope-interface"]
+tests = ["attrs[tests-no-zope]", "zope-interface"]
+tests-no-zope = ["cloudpickle", "hypothesis", "mypy (>=1.1.1)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
+
+[[package]]
+name = "autodocsumm"
+version = "0.2.11"
+description = "Extended sphinx autodoc including automatic autosummaries"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "autodocsumm-0.2.11-py3-none-any.whl", hash = "sha256:f1d0a623bf1ad64d979a9e23fd360d1fb1b8f869beaf3197f711552cddc174e2"},
+    {file = "autodocsumm-0.2.11.tar.gz", hash = "sha256:183212bd9e9f3b58a96bb21b7958ee4e06224107aa45b2fd894b61b83581b9a9"},
+]
+
+[package.dependencies]
+Sphinx = ">=2.2,<8.0"
+
+[[package]]
+name = "babel"
+version = "2.12.1"
+description = "Internationalization utilities"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "Babel-2.12.1-py3-none-any.whl", hash = "sha256:b4246fb7677d3b98f501a39d43396d3cafdc8eadb045f4a31be01863f655c610"},
+    {file = "Babel-2.12.1.tar.gz", hash = "sha256:cc2d99999cd01d44420ae725a21c9e3711b3aadc7976d6147f622d8581963455"},
+]
+
+[[package]]
+name = "bandit"
+version = "1.7.5"
+description = "Security oriented static analyser for python code."
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "bandit-1.7.5-py3-none-any.whl", hash = "sha256:75665181dc1e0096369112541a056c59d1c5f66f9bb74a8d686c3c362b83f549"},
+    {file = "bandit-1.7.5.tar.gz", hash = "sha256:bdfc739baa03b880c2d15d0431b31c658ffc348e907fe197e54e0389dd59e11e"},
+]
+
+[package.dependencies]
+colorama = {version = ">=0.3.9", markers = "platform_system == \"Windows\""}
+GitPython = ">=1.0.1"
+PyYAML = ">=5.3.1"
+rich = "*"
+stevedore = ">=1.20.0"
+
+[package.extras]
+test = ["beautifulsoup4 (>=4.8.0)", "coverage (>=4.5.4)", "fixtures (>=3.0.0)", "flake8 (>=4.0.0)", "pylint (==1.9.4)", "stestr (>=2.5.0)", "testscenarios (>=0.5.0)", "testtools (>=2.3.0)", "tomli (>=1.1.0)"]
+toml = ["tomli (>=1.1.0)"]
+yaml = ["PyYAML"]
+
+[[package]]
+name = "beautifulsoup4"
+version = "4.12.2"
+description = "Screen-scraping library"
+optional = false
+python-versions = ">=3.6.0"
+files = [
+    {file = "beautifulsoup4-4.12.2-py3-none-any.whl", hash = "sha256:bd2520ca0d9d7d12694a53d44ac482d181b4ec1888909b035a3dbf40d0f57d4a"},
+    {file = "beautifulsoup4-4.12.2.tar.gz", hash = "sha256:492bbc69dca35d12daac71c4db1bfff0c876c00ef4a2ffacce226d4638eb72da"},
+]
+
+[package.dependencies]
+soupsieve = ">1.2"
+
+[package.extras]
+html5lib = ["html5lib"]
+lxml = ["lxml"]
+
+[[package]]
+name = "black"
+version = "23.1.0"
+description = "The uncompromising code formatter."
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "black-23.1.0-cp310-cp310-macosx_10_16_arm64.whl", hash = "sha256:b6a92a41ee34b883b359998f0c8e6eb8e99803aa8bf3123bf2b2e6fec505a221"},
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+typing-extensions = {version = ">=3.10.0.0", markers = "python_version < \"3.10\""}
+
+[package.extras]
+colorama = ["colorama (>=0.4.3)"]
+d = ["aiohttp (>=3.7.4)"]
+jupyter = ["ipython (>=7.8.0)", "tokenize-rt (>=3.2.0)"]
+uvloop = ["uvloop (>=0.15.2)"]
+
+[[package]]
+name = "cachecontrol"
+version = "0.13.1"
+description = "httplib2 caching for requests"
+optional = false
+python-versions = ">=3.7"
+files = [
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+msgpack = ">=0.5.2"
+requests = ">=2.16.0"
+
+[package.extras]
+dev = ["CacheControl[filecache,redis]", "black", "build", "cherrypy", "mypy", "pytest", "pytest-cov", "sphinx", "tox", "types-redis", "types-requests"]
+filecache = ["filelock (>=3.8.0)"]
+redis = ["redis (>=2.10.5)"]
+
+[[package]]
+name = "cachetools"
+version = "5.3.1"
+description = "Extensible memoizing collections and decorators"
+optional = false
+python-versions = ">=3.7"
+files = [
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+description = "Python package for providing Mozilla's CA Bundle."
+optional = false
+python-versions = ">=3.6"
+files = [
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+[[package]]
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+description = "Validate configuration and produce human readable error messages."
+optional = false
+python-versions = ">=3.6.1"
+files = [
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+[[package]]
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+description = "Universal encoding detector for Python 3"
+optional = false
+python-versions = ">=3.7"
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+]
+
+[[package]]
+name = "charset-normalizer"
+version = "3.2.0"
+description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
+optional = false
+python-versions = ">=3.7.0"
+files = [
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+docs = ["bottleneck", "cftime", "dask[complete]", "flox", "fsspec", "h5netcdf", "ipykernel", "ipython", "jupyter-client", "matplotlib", "nbsphinx", "nc-time-axis", "netCDF4", "numbagg", "pooch", "pydap", "scanpydoc", "scipy", "seaborn", "sphinx-autosummary-accessors", "sphinx-rtd-theme", "zarr"]
+io = ["cftime", "fsspec", "h5netcdf", "netCDF4", "pooch", "pydap", "scipy", "zarr"]
+parallel = ["dask[complete]"]
+viz = ["matplotlib", "nc-time-axis", "seaborn"]
+
+[[package]]
+name = "zipp"
+version = "3.16.2"
+description = "Backport of pathlib-compatible object wrapper for zip files"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "zipp-3.16.2-py3-none-any.whl", hash = "sha256:679e51dd4403591b2d6838a48de3d283f3d188412a9782faadf845f298736ba0"},
+    {file = "zipp-3.16.2.tar.gz", hash = "sha256:ebc15946aa78bd63458992fc81ec3b6f7b1e92d51c35e6de1c3804e73b799147"},
+]
+
+[package.extras]
+docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
+testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-ignore-flaky", "pytest-mypy (>=0.9.1)", "pytest-ruff"]
+
+[metadata]
+lock-version = "2.0"
+python-versions = "^3.9"
+content-hash = "81473ef02313750389fd21db7f276de438f96f279fd52609b1f33bb73831dc81"
diff --git a/oldpyproject.toml b/pyproject.toml
similarity index 74%
rename from oldpyproject.toml
rename to pyproject.toml
index c185e26..bcde110 100644
--- a/oldpyproject.toml
+++ b/pyproject.toml
@@ -1,4 +1,87 @@
-# https://black.readthedocs.io/en/stable/
+[tool.poetry]
+name = "deker"
+version = "0.1.0"
+description = "Multidimensional arrays storage engine"
+authors = ["OpenWeather <info@openweathermap.org>"]
+license = "GPL-3.0-only"
+readme = "README.md"
+classifiers = [
+    "Development Status :: 4 - Beta",
+    "Intended Audience :: Developers",
+    "Intended Audience :: Information Technology",
+    "Intended Audience :: Science/Research",
+    "License :: OSI Approved :: GNU General Public License v3 (GPLv3)",
+    "Topic :: Software Development :: Libraries :: Python Modules",
+    "Operating System :: Unix",
+    "Operating System :: POSIX :: Linux",
+    "Operating System :: MacOS :: MacOS X",
+    "Programming Language :: Python",
+    "Programming Language :: Python :: 3",
+    "Programming Language :: Python :: 3.9",
+    "Programming Language :: Python :: 3.10",
+    "Programming Language :: Python :: 3.11",
+]
+documentation = 'https://docs.deker.io/'
+homepage = 'https://deker.io/'
+repository = 'https://github.com/openweathermap/deker'
+
+[tool.poetry.dependencies]
+python = "^3.9"
+numpy = "^1.18"
+attrs = "^23.1.0"
+typing-extensions = "^4.4.0"
+tqdm = "^4.64.1"
+psutil = "^5.9.5"
+deker-local-adapters = { version = "1.0.1b", source = "testpypi" }
+
+
+[tool.poetry.group.dev.dependencies]
+black = "23.1.0"
+coverage = "7.1.0"
+darglint = "1.8.1"
+flake8 = "5.0.4"
+flake8-bugbear = "23.1.20"
+flake8-docstrings = "1.7.0"
+flake8-import-order = "0.18.2"
+flake8-pytest-style = "1.7.0"
+isort = "5.12.0"
+mypy = "1.0.0"
+mypy-extensions = "1.0.0"
+pep8-naming = "0.13.3"
+pre-commit = "3.0.4"
+pycln = "2.1.3"
+pytest = "7.2.1"
+pytest-cov = "4.0.0"
+pytest-sugar = "0.9.6"
+pytest-random-order = "1.1.0"
+ssort = "0.11.6"
+deepdiff = "6.3.0"
+pytest-mock = "3.10.0"
+xarray = "^2023.5.0"
+bandit = "1.7.5"
+tox = "4.6.3"
+
+[tool.poetry.group.docs.dependencies]
+docutils = "0.17"
+m2r2 = "0.3.2"
+sphinx-rtd-theme = "1.2.2"
+enum_tools = "0.10.0"
+sphinx_toolbox = "3.5.0"
+doc8 = "0.11.2"
+
+
+[[tool.poetry.source]]
+name = "testpypi"
+url = "https://test.pypi.org/simple/"
+priority = "supplemental"
+
+[build-system]
+requires = ["poetry-core>=1.0.0", "poetry-dynamic-versioning"]
+build-backend = "poetry_dynamic_versioning.backend"
+
+[tool.poetry-dynamic-versioning]
+enable = true
+
 [tool.black]
 line-length = 100
 target-version = ['py39']
@@ -177,97 +260,3 @@ extra-standard-library = ["zoneinfo"]
 [tool.doc8]
 max-line-length = 99
 
-
-[build-system]
-requires = ["setuptools>=45", "setuptools_scm[toml]>=6.2"]
-
-#[project]
-#name = "deker"
-#requires-python = ">=3.9"
-#dynamic = ["version", "readme", "dependencies"]
-#authors = [
-#    { name = "OpenWeather", email = "info@openweathermap.org" },
-#]
-#maintainers = [
-#    { name = "OpenWeather", email = "info@openweathermap.org" },
-#]
-#description = "Multidimensional arrays storage engine"
-#license = { text = "GPL-3.0-only" }
-#classifiers = [
-#    "Development Status :: 4 - Beta",
-#    "Intended Audience :: Developers",
-#    "Intended Audience :: Information Technology",
-#    "Intended Audience :: Science/Research",
-#    "License :: OSI Approved :: GNU General Public License v3 (GPLv3)",
-#    "Topic :: Software Development :: Libraries :: Python Modules",
-#    "Operating System :: Unix",
-#    "Operating System :: POSIX :: Linux",
-#    "Operating System :: MacOS :: MacOS X",
-#    "Programming Language :: Python",
-#    "Programming Language :: Python :: 3",
-#    "Programming Language :: Python :: 3.9",
-#    "Programming Language :: Python :: 3.10",
-#    "Programming Language :: Python :: 3.11",
-#]
-[project.optional-dependencies]
-xarray = ["xarray>=2023.5.0"]
-
-[project.urls]
-'Homepage' = 'https://deker.io/'
-'Documentation' = 'https://docs.deker.io/'
-'Repository' = 'https://github.com/openweathermap/deker'
-
-[tool.setuptools.dynamic]
-readme = { file = ["README.md"], content-type = 'text/markdown' }
-dependencies = { file = ["requirements.txt"] }
-
-[tool.setuptools]
-packages = ["deker"]
-license-files = ["LICENSE"]
-
-[tool.setuptools_scm]
-
-[tool.poetry.dependencies]
-numpy = "^1.18"
-attrs = "^23.1.0"
-typing-extensions = "^4.4.0"
-tqdm = "^4.64.1"
-psutil = "^5.9.5"
-deker-local-adapters = { version = "1.0.1b", source = "test" }
-
-[tool.poetry.group.dev.dependencies]
-black = "23.1.0"
-coverage = "7.1.0"
-darglint = "1.8.1"
-flake8 = "5.0.4"
-flake8-bugbear = "23.1.20"
-flake8-docstrings = "1.7.0"
-flake8-import-order = "0.18.2"
-flake8-pytest-style = "1.7.0"
-isort = "5.12.0"
-mypy = "1.0.0"
-mypy-extensions = "1.0.0"
-pep8-naming = "0.13.3"
-pre-commit = "3.0.4"
-pycln = "2.1.3"
-pytest = "7.2.1"
-pytest-cov = "4.0.0"
-pytest-sugar = "0.9.6"
-pytest-random-order = "1.1.0"
-ssort = "0.11.6"
-deepdiff = "6.3.0"
-pytest-mock = "3.10.0"
-xarray = "^2023.5.0"
-bandit = "1.7.5"
-tox = "4.6.3"
-
-[tool.poetry.group.docs.dependencies]
-docutils = "0.17"
-m2r2 = "0.3.2"
-sphinx-rtd-theme = "1.2.2"
-enum_tools = "0.10.0"
-sphinx_toolbox = "3.5.0"
-doc8 = "0.11.2"
-
-[too.poetry]
-name = "deker"

From a0dabc3f1f8ac635dc669b66764ad77c09aa53b0 Mon Sep 17 00:00:00 2001
From: matveyvarg <matveyvarg@gmail.com>
Date: Thu, 10 Aug 2023 11:34:09 +0200
Subject: [PATCH 28/79] testing poetry builds

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

diff --git a/.github/workflows/on_push.yml b/.github/workflows/on_push.yml
index 0e35b2a..5700e83 100644
--- a/.github/workflows/on_push.yml
+++ b/.github/workflows/on_push.yml
@@ -25,7 +25,8 @@ jobs:
       - name: Install dependencies
         run: |
           pipx install poetry
-          poetry install --without docs
+          poetry config virtualenvs.in-project true
+          poetry install
 
       - name: Cache virtual environment
         uses: actions/cache@v2

From 108efe857bc1e9725e8d17f9b012425073bcdbbb Mon Sep 17 00:00:00 2001
From: Sergey Rybakov <srybakov@openweathermap.org>
Date: Thu, 10 Aug 2023 15:54:14 +0600
Subject: [PATCH 29/79] changelog

---
 .github/workflows/changelog.yml  | 8 +++++---
 docs/deker/collection_schema.rst | 3 +++
 2 files changed, 8 insertions(+), 3 deletions(-)

diff --git a/.github/workflows/changelog.yml b/.github/workflows/changelog.yml
index 5392d15..ac8b802 100644
--- a/.github/workflows/changelog.yml
+++ b/.github/workflows/changelog.yml
@@ -3,7 +3,10 @@ name: changelog
 on:
   push:
   workflow_dispatch:
-
+    inputs:
+      release_version:
+        description: 'Set Release Version'
+        required: true
 jobs:
   changelog:
     runs-on: ubuntu-latest
@@ -36,7 +39,6 @@ jobs:
           # In this example `release_version` is fetched from `workflow_dispatch` events input.
           # You can use any other method to fetch the release version
           # such as environment variable or from output of another action
-#          release_version: ${{ github.event.inputs.release_version }}
-          release_version: v1.1.0
+          release_version: ${{ github.event.inputs.release_version }}
           # Optional
           github_token: ${{ secrets.GITHUB_TOKEN }}
diff --git a/docs/deker/collection_schema.rst b/docs/deker/collection_schema.rst
index 2ea5f91..00bed2f 100755
--- a/docs/deker/collection_schema.rst
+++ b/docs/deker/collection_schema.rst
@@ -578,6 +578,8 @@ And schema of ``Collection`` of ``VArray``::
 VArray Grid
 ~~~~~~~~~~~
 
+.. note:: ``arrays_shape`` parameter added in v1.1.0
+
 Perhaps it is one of the most obscure issues. ``VArray`` shall be split into files, but it cannot
 decide itself how it shall be done. It's up to you, how you are going to split your data.
 There are two ways: ``vgrid`` and ``arrays_shape`` parameters. You can choose any of them,
@@ -626,6 +628,7 @@ time to all new ``VArrays``.
 
 ``arrays_shape``
 +++++++++++++++++
+`(added in v1.1.0)`
 
 Sometimes it is easier to decide on the shape of the final ``Arrays`` than on a ``vgrid``.
 In this case you can use ``arrays_shape`` parameter.

From dabc6934aa1472236d38e0d4eaab9fdf2a7be903 Mon Sep 17 00:00:00 2001
From: matveyvarg <matveyvarg@gmail.com>
Date: Thu, 10 Aug 2023 11:56:17 +0200
Subject: [PATCH 30/79] testing poetry builds

---
 .github/workflows/on_push.yml         | 15 ++++++++-------
 .github/workflows/on_test_release.yml |  2 +-
 2 files changed, 9 insertions(+), 8 deletions(-)

diff --git a/.github/workflows/on_push.yml b/.github/workflows/on_push.yml
index 5700e83..60e8488 100644
--- a/.github/workflows/on_push.yml
+++ b/.github/workflows/on_push.yml
@@ -26,12 +26,13 @@ jobs:
         run: |
           pipx install poetry
           poetry config virtualenvs.in-project true
+          poetry config virtualenvs.path venv
           poetry install
 
       - name: Cache virtual environment
         uses: actions/cache@v2
         with:
-          path: .venv
+          path: venv
           key: ${{ runner.os }}-venv-${{ env.PYTHON_IMAGE }}-${{ hashFiles('pyproject.toml', 'poetry.lock') }}
 
   linters:
@@ -49,12 +50,12 @@ jobs:
       - name: Load virtual environment
         uses: actions/cache@v2
         with:
-          path: .venv
+          path: venv
           key: ${{ runner.os }}-venv-${{ env.PYTHON_IMAGE }}-${{ hashFiles('pyproject.toml', 'poetry.lock') }}
 
       - name: Run linters and checks
         run: |
-          source .venv/bin/activate
+          source venv/bin/activate
           isort ./${{ env.PYTHON_PACKAGE_NAME }}
           black ./${{ env.PYTHON_PACKAGE_NAME }}
           flake8 ./${{ env.PYTHON_PACKAGE_NAME }}
@@ -85,12 +86,12 @@ jobs:
       - name: Load virtual environment
         uses: actions/cache@v2
         with:
-          path: .venv
+          path: venv
           key: ${{ runner.os }}-venv-${{ env.PYTHON_IMAGE }}-${{ hashFiles('pyproject.toml', 'poetry.lock') }}
 
       - name: Run shuffled tests
         run: |
-          source .venv/bin/activate
+          source venv/bin/activate
           pytest --random-order --junitxml=tests.xml
         env:
           PIP_DISABLE_PIP_VERSION_CHECK: 1
@@ -117,12 +118,12 @@ jobs:
       - name: Load virtual environment
         uses: actions/cache@v2
         with:
-          path: .venv
+          path: venv
           key: ${{ runner.os }}-venv-${{ env.PYTHON_IMAGE }}-${{ hashFiles('pyproject.toml', 'poetry.lock') }}
 
       - name: Run coverage
         run: |
-          source .venv/bin/activate
+          source venv/bin/activate
           coverage run -m pytest --junitxml=report.xml
           coverage report
           coverage xml
diff --git a/.github/workflows/on_test_release.yml b/.github/workflows/on_test_release.yml
index 08dffe6..da9ff8b 100644
--- a/.github/workflows/on_test_release.yml
+++ b/.github/workflows/on_test_release.yml
@@ -54,7 +54,7 @@ jobs:
           key: ${{ runner.os }}-venv-${{ env.PYTHON_IMAGE }}-${{ hashFiles('pyproject.toml', 'poetry.lock') }}
       - name: Make Sphinx docs
         run: |
-          source .venv/bin/activate
+          source venv/bin/activate
           doc8 --config pyproject.toml docs/deker
           cd ./docs
           make html

From 2efc97457baa6298df8ceb7824046dedd4391264 Mon Sep 17 00:00:00 2001
From: Sergey Rybakov <srybakov@openweathermap.org>
Date: Thu, 10 Aug 2023 15:58:09 +0600
Subject: [PATCH 31/79] changelog

---
 .github/workflows/changelog.yml | 1 -
 1 file changed, 1 deletion(-)

diff --git a/.github/workflows/changelog.yml b/.github/workflows/changelog.yml
index ac8b802..03c0705 100644
--- a/.github/workflows/changelog.yml
+++ b/.github/workflows/changelog.yml
@@ -1,7 +1,6 @@
 name: changelog
 
 on:
-  push:
   workflow_dispatch:
     inputs:
       release_version:

From b349f7805f1b68fbb7f5859584130ce1c59d8a8a Mon Sep 17 00:00:00 2001
From: matveyvarg <matveyvarg@gmail.com>
Date: Thu, 10 Aug 2023 11:59:23 +0200
Subject: [PATCH 32/79] testing poetry builds

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

diff --git a/.github/workflows/on_push.yml b/.github/workflows/on_push.yml
index 60e8488..680f34e 100644
--- a/.github/workflows/on_push.yml
+++ b/.github/workflows/on_push.yml
@@ -25,10 +25,10 @@ jobs:
       - name: Install dependencies
         run: |
           pipx install poetry
-          poetry config virtualenvs.in-project true
           poetry config virtualenvs.path venv
+          poetry config virtualenvs.in-project true
           poetry install
-
+          ls
       - name: Cache virtual environment
         uses: actions/cache@v2
         with:

From 00c5e4c637a30afa993293fecc0995275341fd0e Mon Sep 17 00:00:00 2001
From: Sergey Rybakov <srybakov@openweathermap.org>
Date: Thu, 10 Aug 2023 16:06:15 +0600
Subject: [PATCH 33/79] changelog

---
 .github/workflows/changelog.yml | 9 ++++-----
 1 file changed, 4 insertions(+), 5 deletions(-)

diff --git a/.github/workflows/changelog.yml b/.github/workflows/changelog.yml
index 03c0705..e7e47db 100644
--- a/.github/workflows/changelog.yml
+++ b/.github/workflows/changelog.yml
@@ -1,11 +1,10 @@
 name: changelog
 
 on:
-  workflow_dispatch:
-    inputs:
-      release_version:
-        description: 'Set Release Version'
-        required: true
+  push:
+    tags:
+      - 'v*'
+      - '!v[1-9]+.[0-9]+.[0-9]+'
 jobs:
   changelog:
     runs-on: ubuntu-latest

From 9a5c816a2430d10c468e877ef301c226ce9427a7 Mon Sep 17 00:00:00 2001
From: matveyvarg <matveyvarg@gmail.com>
Date: Thu, 10 Aug 2023 12:13:55 +0200
Subject: [PATCH 34/79] testing poetry builds

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

diff --git a/.github/workflows/on_push.yml b/.github/workflows/on_push.yml
index 680f34e..5cbd778 100644
--- a/.github/workflows/on_push.yml
+++ b/.github/workflows/on_push.yml
@@ -28,11 +28,11 @@ jobs:
           poetry config virtualenvs.path venv
           poetry config virtualenvs.in-project true
           poetry install
-          ls
+          ls -la
       - name: Cache virtual environment
         uses: actions/cache@v2
         with:
-          path: venv
+          path: .venv
           key: ${{ runner.os }}-venv-${{ env.PYTHON_IMAGE }}-${{ hashFiles('pyproject.toml', 'poetry.lock') }}
 
   linters:

From bd963a6bd6b8fd9c8d229efc2f63d02ab5d221f8 Mon Sep 17 00:00:00 2001
From: matveyvarg <matveyvarg@gmail.com>
Date: Thu, 10 Aug 2023 12:47:57 +0200
Subject: [PATCH 35/79] testing poetry builds

---
 .github/workflows/on_push.yml | 5 ++---
 1 file changed, 2 insertions(+), 3 deletions(-)

diff --git a/.github/workflows/on_push.yml b/.github/workflows/on_push.yml
index 5cbd778..fed83dc 100644
--- a/.github/workflows/on_push.yml
+++ b/.github/workflows/on_push.yml
@@ -25,14 +25,13 @@ jobs:
       - name: Install dependencies
         run: |
           pipx install poetry
-          poetry config virtualenvs.path venv
           poetry config virtualenvs.in-project true
           poetry install
-          ls -la
+          mv .venv venv
       - name: Cache virtual environment
         uses: actions/cache@v2
         with:
-          path: .venv
+          path: venv
           key: ${{ runner.os }}-venv-${{ env.PYTHON_IMAGE }}-${{ hashFiles('pyproject.toml', 'poetry.lock') }}
 
   linters:

From e571cd55f22e0534f31d4ca9133b110199b33ae5 Mon Sep 17 00:00:00 2001
From: matveyvarg <matveyvarg@gmail.com>
Date: Thu, 10 Aug 2023 14:03:01 +0200
Subject: [PATCH 36/79] testing poetry builds

---
 .github/workflows/on_push.yml | 12 ++++++------
 1 file changed, 6 insertions(+), 6 deletions(-)

diff --git a/.github/workflows/on_push.yml b/.github/workflows/on_push.yml
index fed83dc..8d9ac64 100644
--- a/.github/workflows/on_push.yml
+++ b/.github/workflows/on_push.yml
@@ -22,12 +22,12 @@ jobs:
         with:
           python-version: ${{ env.PYTHON_IMAGE }}
 
-      - name: Install dependencies
-        run: |
-          pipx install poetry
-          poetry config virtualenvs.in-project true
-          poetry install
-          mv .venv venv
+      - name: Install poetry
+        uses: snok/install-poetry@v1.3.4
+        with:
+          virtualenvs-create: true
+          virtualenvs-in-project: true
+
       - name: Cache virtual environment
         uses: actions/cache@v2
         with:

From de050ef9b7bd8dbda1e4a3822223bfbf7062586a Mon Sep 17 00:00:00 2001
From: matveyvarg <matveyvarg@gmail.com>
Date: Thu, 10 Aug 2023 14:10:56 +0200
Subject: [PATCH 37/79] testing poetry builds

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

diff --git a/.github/workflows/on_push.yml b/.github/workflows/on_push.yml
index 8d9ac64..72a421c 100644
--- a/.github/workflows/on_push.yml
+++ b/.github/workflows/on_push.yml
@@ -28,10 +28,13 @@ jobs:
           virtualenvs-create: true
           virtualenvs-in-project: true
 
+      - name: Install dependencies
+        run: poetry install
+
       - name: Cache virtual environment
         uses: actions/cache@v2
         with:
-          path: venv
+          path: .venv
           key: ${{ runner.os }}-venv-${{ env.PYTHON_IMAGE }}-${{ hashFiles('pyproject.toml', 'poetry.lock') }}
 
   linters:

From 1afa7ca6773922624561098ca0c517d8a377e2d4 Mon Sep 17 00:00:00 2001
From: matveyvarg <matveyvarg@gmail.com>
Date: Thu, 10 Aug 2023 14:16:43 +0200
Subject: [PATCH 38/79] testing poetry builds

---
 .github/workflows/on_push.yml         | 6 +++---
 .github/workflows/on_test_release.yml | 2 +-
 2 files changed, 4 insertions(+), 4 deletions(-)

diff --git a/.github/workflows/on_push.yml b/.github/workflows/on_push.yml
index 72a421c..570513b 100644
--- a/.github/workflows/on_push.yml
+++ b/.github/workflows/on_push.yml
@@ -52,7 +52,7 @@ jobs:
       - name: Load virtual environment
         uses: actions/cache@v2
         with:
-          path: venv
+          path: .venv
           key: ${{ runner.os }}-venv-${{ env.PYTHON_IMAGE }}-${{ hashFiles('pyproject.toml', 'poetry.lock') }}
 
       - name: Run linters and checks
@@ -88,7 +88,7 @@ jobs:
       - name: Load virtual environment
         uses: actions/cache@v2
         with:
-          path: venv
+          path: .venv
           key: ${{ runner.os }}-venv-${{ env.PYTHON_IMAGE }}-${{ hashFiles('pyproject.toml', 'poetry.lock') }}
 
       - name: Run shuffled tests
@@ -120,7 +120,7 @@ jobs:
       - name: Load virtual environment
         uses: actions/cache@v2
         with:
-          path: venv
+          path: .venv
           key: ${{ runner.os }}-venv-${{ env.PYTHON_IMAGE }}-${{ hashFiles('pyproject.toml', 'poetry.lock') }}
 
       - name: Run coverage
diff --git a/.github/workflows/on_test_release.yml b/.github/workflows/on_test_release.yml
index da9ff8b..7f6444b 100644
--- a/.github/workflows/on_test_release.yml
+++ b/.github/workflows/on_test_release.yml
@@ -50,7 +50,7 @@ jobs:
       - name: Load virtual environment
         uses: actions/cache@v2
         with:
-          path: venv
+          path: .venv
           key: ${{ runner.os }}-venv-${{ env.PYTHON_IMAGE }}-${{ hashFiles('pyproject.toml', 'poetry.lock') }}
       - name: Make Sphinx docs
         run: |

From 6be58ee810f676a54899bf64cd2262dd36d5528b Mon Sep 17 00:00:00 2001
From: matveyvarg <matveyvarg@gmail.com>
Date: Thu, 10 Aug 2023 14:20:06 +0200
Subject: [PATCH 39/79] testing poetry builds

---
 .github/workflows/on_push.yml         | 4 ++--
 .github/workflows/on_test_release.yml | 2 +-
 2 files changed, 3 insertions(+), 3 deletions(-)

diff --git a/.github/workflows/on_push.yml b/.github/workflows/on_push.yml
index 570513b..7a3e098 100644
--- a/.github/workflows/on_push.yml
+++ b/.github/workflows/on_push.yml
@@ -57,7 +57,7 @@ jobs:
 
       - name: Run linters and checks
         run: |
-          source venv/bin/activate
+          source .venv/bin/activate
           isort ./${{ env.PYTHON_PACKAGE_NAME }}
           black ./${{ env.PYTHON_PACKAGE_NAME }}
           flake8 ./${{ env.PYTHON_PACKAGE_NAME }}
@@ -93,7 +93,7 @@ jobs:
 
       - name: Run shuffled tests
         run: |
-          source venv/bin/activate
+          source .venv/bin/activate
           pytest --random-order --junitxml=tests.xml
         env:
           PIP_DISABLE_PIP_VERSION_CHECK: 1
diff --git a/.github/workflows/on_test_release.yml b/.github/workflows/on_test_release.yml
index 7f6444b..e96abc1 100644
--- a/.github/workflows/on_test_release.yml
+++ b/.github/workflows/on_test_release.yml
@@ -54,7 +54,7 @@ jobs:
           key: ${{ runner.os }}-venv-${{ env.PYTHON_IMAGE }}-${{ hashFiles('pyproject.toml', 'poetry.lock') }}
       - name: Make Sphinx docs
         run: |
-          source venv/bin/activate
+          source .venv/bin/activate
           doc8 --config pyproject.toml docs/deker
           cd ./docs
           make html

From 360925178a01e0f5f8fc09478fd1d89ec44ef750 Mon Sep 17 00:00:00 2001
From: matveyvarg <matveyvarg@gmail.com>
Date: Thu, 10 Aug 2023 14:39:24 +0200
Subject: [PATCH 40/79] testing poetry builds

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

diff --git a/.github/workflows/on_push.yml b/.github/workflows/on_push.yml
index 7a3e098..7afbc41 100644
--- a/.github/workflows/on_push.yml
+++ b/.github/workflows/on_push.yml
@@ -7,6 +7,7 @@ on:
 
 env:
   PYTHON_IMAGE: 3.9
+  PYTHON_PACKAGE_NAME: deker
 
 jobs:
   setup:
@@ -125,7 +126,7 @@ jobs:
 
       - name: Run coverage
         run: |
-          source venv/bin/activate
+          source .venv/bin/activate
           coverage run -m pytest --junitxml=report.xml
           coverage report
           coverage xml

From 91099fd0615340a497999b147c82a5e9c4d349cc Mon Sep 17 00:00:00 2001
From: Sergey Rybakov <srybakov@openweathermap.org>
Date: Thu, 10 Aug 2023 22:19:59 +0600
Subject: [PATCH 41/79] all configs in pyproject

---
 .github/workflows/on_test_release.yml |   5 +-
 poetry.lock                           |  22 ++-
 pyproject.toml                        | 218 ++++++++++++++++++++++----
 setup.cfg                             | 100 ------------
 tox.ini                               |  48 ------
 5 files changed, 213 insertions(+), 180 deletions(-)
 delete mode 100644 setup.cfg
 delete mode 100644 tox.ini

diff --git a/.github/workflows/on_test_release.yml b/.github/workflows/on_test_release.yml
index e96abc1..d53ff68 100644
--- a/.github/workflows/on_test_release.yml
+++ b/.github/workflows/on_test_release.yml
@@ -28,7 +28,10 @@ jobs:
       - name: Install tools
         run: |
           env
-          pipx install tox poetry
+          pip install tox poetry
+          poetry self add "poetry-dynamic-versioning[plugin]"
+          poetry source add pypi
+          poetry dynamic-versioning enable
         env:
           PIP_DISABLE_PIP_VERSION_CHECK: 1
       - name: Make requirements file
diff --git a/poetry.lock b/poetry.lock
index 3e82b89..7cfffc0 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -694,6 +694,23 @@ files = [
     {file = "flake8_plugin_utils-1.3.3-py3-none-any.whl", hash = "sha256:e4848c57d9d50f19100c2d75fa794b72df068666a9041b4b0409be923356a3ed"},
 ]
 
+[[package]]
+name = "flake8-pyproject"
+version = "1.2.3"
+description = "Flake8 plug-in loading the configuration from pyproject.toml"
+optional = false
+python-versions = ">= 3.6"
+files = [
+    {file = "flake8_pyproject-1.2.3-py3-none-any.whl", hash = "sha256:6249fe53545205af5e76837644dc80b4c10037e73a0e5db87ff562d75fb5bd4a"},
+]
+
+[package.dependencies]
+Flake8 = ">=5"
+TOMLi = {version = "*", markers = "python_version < \"3.11\""}
+
+[package.extras]
+dev = ["pyTest", "pyTest-cov"]
+
 [[package]]
 name = "flake8-pytest-style"
 version = "1.7.0"
@@ -2454,7 +2471,10 @@ files = [
 docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
 testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-ignore-flaky", "pytest-mypy (>=0.9.1)", "pytest-ruff"]
 
+[extras]
+xarray = ["xarray"]
+
 [metadata]
 lock-version = "2.0"
 python-versions = "^3.9"
-content-hash = "81473ef02313750389fd21db7f276de438f96f279fd52609b1f33bb73831dc81"
+content-hash = "9f4ca3e5cab659bc63ab1c1f501f10adc41fd036bcff2562e6ce1d1dca5a6c54"
diff --git a/pyproject.toml b/pyproject.toml
index bcde110..8e710ef 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,10 +1,28 @@
+### PROJECT ###
+[build-system]
+requires = ["setuptools>=45", "setuptools_scm[toml]>=6.2", "poetry-core>=1.0.0", "poetry-dynamic-versioning"]
+build-backend = "poetry_dynamic_versioning.backend"
+
+[tool.setuptools.dynamic]
+readme = {file = ["README.md"], content-type='text/markdown'}
+dependencies = {file = ["requirements.txt"]}
+
+[tool.setuptools]
+packages = ["deker"]
+license-files=["LICENSE"]
+
+[tool.setuptools_scm]
+
 [tool.poetry]
+version = "0.0.0"
 name = "deker"
-version = "0.1.0"
 description = "Multidimensional arrays storage engine"
 authors = ["OpenWeather <info@openweathermap.org>"]
 license = "GPL-3.0-only"
 readme = "README.md"
+documentation = 'https://docs.deker.io/'
+homepage = 'https://deker.io/'
+repository = 'https://github.com/openweathermap/deker'
 classifiers = [
     "Development Status :: 4 - Beta",
     "Intended Audience :: Developers",
@@ -21,9 +39,23 @@ classifiers = [
     "Programming Language :: Python :: 3.10",
     "Programming Language :: Python :: 3.11",
 ]
-documentation = 'https://docs.deker.io/'
-homepage = 'https://deker.io/'
-repository = 'https://github.com/openweathermap/deker'
+
+[tool.poetry.extras]
+xarray = ["xarray"]
+
+[tool.poetry-dynamic-versioning]
+enable = true
+
+[[tool.poetry.source]]
+name = "PyPI"
+priority = "primary"
+
+[[tool.poetry.source]]
+name = "testpypi"
+url = "https://test.pypi.org/simple/"
+priority = "supplemental"
+
+### DEPENDENCIES ###
 
 [tool.poetry.dependencies]
 python = "^3.9"
@@ -32,13 +64,15 @@ attrs = "^23.1.0"
 typing-extensions = "^4.4.0"
 tqdm = "^4.64.1"
 psutil = "^5.9.5"
+xarray = {version = "^2023.5.0", optional = true}
+#deker-local-adapters = "1.0.1"
 deker-local-adapters = { version = "1.0.1b", source = "testpypi" }
 
-
 [tool.poetry.group.dev.dependencies]
 black = "23.1.0"
 coverage = "7.1.0"
 darglint = "1.8.1"
+Flake8-pyproject = "1.2.3"
 flake8 = "5.0.4"
 flake8-bugbear = "23.1.20"
 flake8-docstrings = "1.7.0"
@@ -69,33 +103,15 @@ enum_tools = "0.10.0"
 sphinx_toolbox = "3.5.0"
 doc8 = "0.11.2"
 
-
-[[tool.poetry.source]]
-name = "testpypi"
-url = "https://test.pypi.org/simple/"
-priority = "supplemental"
-
-[build-system]
-requires = ["poetry-core>=1.0.0", "poetry-dynamic-versioning"]
-build-backend = "poetry_dynamic_versioning.backend"
-
-[tool.poetry-dynamic-versioning]
-enable = true
+### TOOLS ###
 
 [tool.black]
-line-length = 100
 target-version = ['py39']
-include = '\.pyi?$'
-extend-exclude = '''
-# A regex preceded with ^/ will apply only to files and ctx
-# in the root of the project.
-^/foo.py  # exclude a file named foo.py in the root of the project (in addition to the defaults)
-examples/
-'''
+line-length = 100
 
+[tool.mypy]
 # https://mypy.readthedocs.io/en/stable/
 # https://pypi.org/project/mypy-extensions/
-[tool.mypy]
 python_version = "3.9"
 ignore_missing_imports = true
 scripts_are_modules = true
@@ -112,6 +128,7 @@ exclude = [
     '^setup\.py$',
     '^tmp\.py$',
     '^venv/',
+    '^.venv/',
     '^test+\.py$',
     '^conftest\.py$',
     '^tmp/',
@@ -123,8 +140,8 @@ disable_error_code = "misc,no-redef,override,union-attr,index,assignment"
 module = "tests/*"
 disallow_untyped_defs = false
 
-# https://pycqa.github.io/isort/
 [tool.isort]
+# https://pycqa.github.io/isort/
 py_version = 39
 sections = ['FUTURE', 'STDLIB', 'THIRDPARTY', 'FIRSTPARTY', 'LOCALFOLDER']
 profile = "black"
@@ -140,17 +157,18 @@ known_third_party = ["deker_tools"]
 extra_standard_library = ["zoneinfo"]
 use_parentheses = true
 
-# https://hadialqattan.github.io/pycln/#/README
 [tool.pycln]
+# https://hadialqattan.github.io/pycln/#/README
 all = true
 diff = true
-exclude = "venv/*,.git/*,__pycache__/*,examples/*"
-
+exclude = "venv/*,.venv/*,.git/*,__pycache__/*,examples/*"
 
 [tool.bandit]
+# https://github.com/PyCQA/bandit
 skips = ["B324"]
 
 [tool.ruff]
+# https://github.com/astral-sh/ruff
 target-version = "py39"
 line-length = 120
 select = ["ALL"]
@@ -207,6 +225,7 @@ ignore = [
 ]
 exclude = [
     "venv/*",
+    ".venv/*",
     ".git/*",
     "__pycache__/*",
     ".mypy_cache/*",
@@ -258,5 +277,144 @@ known-third-party = ["deker_tools"]
 extra-standard-library = ["zoneinfo"]
 
 [tool.doc8]
+# https://github.com/PyCQA/doc8
 max-line-length = 99
 
+[tool.pytest.ini_options]
+# https://docs.pytest.org
+# https://pypi.org/project/pytest-asyncio/
+# https://pytest-cov.readthedocs.io/en/latest/
+# https://pypi.org/project/pytest-pythonpath/
+# https://pypi.org/project/pytest-sugar/
+minversion = 7.0
+asyncio_mode = "auto"
+addopts = ["--ignore=tmp.py"]
+norecursedirs = "data"
+testpaths = "./tests"
+
+#log_cli = true
+#log_cli_level = "DEBUG"
+
+pythonpath = ["./deker", "./.venv", "./venv"]
+filterwarnings = ["ignore::UserWarning", 'ignore::DeprecationWarning', "ignore::ResourceWarning"]
+
+[tool.flake8]
+# https://flake8.pycqa.org/en/latest/
+# https://pypi.org/project/flake8-bugbear
+# https://pypi.org/project/flake8-docstrings/
+# https://pypi.org/project/flake8-import-order/
+# https://pypi.org/project/flake8-pytest-style/
+# https://pypi.org/project/pep8-naming/
+min_python_version = 3.9
+max-complexity = 15
+max-doc-length = 120
+max-line-length = 120
+strictness = "full"
+docstring_style = "sphinx"
+docstring-convention = "pep257"
+application_import_names = "deker"
+import-order-style = "pycharm"
+exclude = [
+    "venv/*",
+    ".venv/*",
+    ".git/*",
+    "__pycache__/*",
+    ".mypy_cache/*",
+    ".pytest_cache/*",
+    ".idea/*",
+    "examples/*",
+    "tmp/*",
+    "tests/*",
+    "tmp.py"
+]
+
+extend-select = ["D417"]
+per-file-ignores = [
+    "__init__.py: D104, F401, F403, F405, I100",
+    "deker/integrity.py: E501",
+    "deker/private/types/shell.py: D205, D400",
+    "deker/collection.py: D401",
+    "deker/subset.py: DAR101, E203",
+]
+ignore = [
+    "B012",
+    "B019",
+    "D100",
+    "D104",
+    "D105",
+    "D106",
+    "D107",
+    "D203",
+    "D401",
+    "D403",
+    "D404",
+    "DAR002",
+    "DAR003",
+    "DAR104",
+    "DAR105",
+    "DAR201",
+    "DAR301",
+    "DAR401",
+    "DAR501",
+    "I101",
+    "I201",
+    "I202",
+    "N807",
+    "N813",
+    "W503",
+    "W504",
+]
+
+[tool.tox]
+legacy_tox_ini = """
+[tox]
+requires =
+    tox>=4
+env_list = {py39,py310,py311}-lint, py{39,310,311}-test
+
+[testenv:{py39,py310,py311}-test]
+description = run unit tests
+deps =
+    deepdiff==6.3.0
+    coverage==7.1.0
+    pytest>=7
+    pytest-sugar
+    pytest-mock==3.10.0
+    xarray>=2023.5.0
+
+commands =
+    pytest {posargs:tests}
+
+set_env =
+    PIP_EXTRA_INDEX_URL = {env:PIP_EXTRA_INDEX_URL}
+
+[testenv:{py39,py310,py311}-lint]
+ignore_base_python_conflict = true
+description = run linters
+deps = black==23.1.0
+       Flake8-pyproject==1.2.3
+       darglint==1.8.1
+       flake8==5.0.4
+       flake8-bugbear==23.1.20
+       flake8-docstrings==1.7.0
+       flake8-import-order==0.18.2
+       flake8-pytest-style==1.7.0
+       isort==5.12.0
+       mypy==1.0.0
+       mypy-extensions==1.0.0
+       pep8-naming==0.13.3
+       bandit==1.7.5
+       ssort==0.11.6
+       deepdiff==6.3.0
+       xarray>=2023.5.0
+
+commands = ssort  {posargs:deker}
+           isort {posargs:deker}
+           black {posargs:deker}
+           flake8 {posargs:deker}
+           bandit -r {posargs:deker} -c pyproject.toml
+           mypy {posargs:deker}  --install-types --non-interactive --config-file pyproject.toml
+
+set_env =
+    PIP_EXTRA_INDEX_URL = {env:PIP_EXTRA_INDEX_URL}
+"""
diff --git a/setup.cfg b/setup.cfg
deleted file mode 100644
index 81bcb6b..0000000
--- a/setup.cfg
+++ /dev/null
@@ -1,100 +0,0 @@
-; https://flake8.pycqa.org/en/latest/
-; https://pypi.org/project/flake8-bugbear
-; https://pypi.org/project/flake8-docstrings/
-; https://pypi.org/project/flake8-import-order/
-; https://pypi.org/project/flake8-pytest-style/
-; https://pypi.org/project/pep8-naming/
-[flake8]
-min_python_version = 3.9
-max-complexity = 15
-max-doc-length = 120
-max-line-length = 120
-strictness = full
-docstring_style = sphinx
-docstring-convention = pep257
-application_import_names = deker
-import-order-style = pycharm
-exclude =
-    venv/*,
-    .git/*,
-    __pycache__/*,
-    .mypy_cache/*,
-    .pytest_cache/*,
-    .idea/*,
-    examples/*,
-    tmp/*,
-    tests/*,
-    tmp.py
-
-extend-select = D417
-per-file-ignores =
-    __init__.py: D104, F401, F403, F405, I100
-    deker/integrity.py: E501
-    deker/private/types/shell.py: D205, D400
-    deker/collection.py: D401
-    deker/subset.py: DAR101, E203
-
-ignore =
-    B012,
-    B019,
-    D100,
-    D104,
-    D105,
-    D106,
-    D107,
-    D203,
-    D401,
-    D403,
-    D404,
-    DAR002,
-    DAR003,
-    DAR104,
-    DAR105,
-    DAR201,
-    DAR301,
-    DAR401,
-    DAR501,
-    I101
-    I201,
-    I202,
-    N807,
-    N813,
-    W503,
-    W504,
-
-; https://pypi.org/project/darglint
-[darglint]
-strictness = full
-docstring_style = sphinx
-ignore =
-    DAR003,
-    DAR104,
-    DAR105,
-    DAR201,
-    DAR401
-
-; https://docs.pytest.org
-; https://pypi.org/project/pytest-asyncio/
-; https://pytest-cov.readthedocs.io/en/latest/
-; https://pypi.org/project/pytest-pythonpath/
-; https://pypi.org/project/pytest-sugar/
-[tool:pytest]
-minversion = 7.0
-asyncio_mode = auto
-addopts = --ignore=tmp.py
-norecursedirs = data
-testpaths = ./tests
-
-;log_cli = true
-;log_cli_level = DEBUG
-
-
-; for pytest < 7.0
-;python_paths = ./deker ./venv
-; for pytest >= 7.0
-pythonpath = ./deker ./venv
-
-filterwarnings =
-    ignore::UserWarning
-    ignore::DeprecationWarning
-    ignore::ResourceWarning
diff --git a/tox.ini b/tox.ini
deleted file mode 100644
index da607d7..0000000
--- a/tox.ini
+++ /dev/null
@@ -1,48 +0,0 @@
-[tox]
-requires =
-    tox>=4
-env_list = {py39,py310,py311}-lint, py{39,310,311}-test
-
-[testenv:{py39,py310,py311}-test]
-description = run unit tests
-deps =
-    deepdiff==6.3.0
-    pytest>=7
-    pytest-sugar
-    pytest-mock==3.10.0
-    xarray>=2023.5.0
-
-commands =
-    pytest {posargs:tests}
-
-set_env =
-    PIP_EXTRA_INDEX_URL = {env:PIP_EXTRA_INDEX_URL}
-
-[testenv:{py39,py310,py311}-lint]
-ignore_base_python_conflict = true
-description = run linters
-deps = black==23.1.0
-       coverage==7.1.0
-       darglint==1.8.1
-       flake8==5.0.4
-       flake8-bugbear==23.1.20
-       flake8-docstrings==1.7.0
-       flake8-import-order==0.18.2
-       flake8-pytest-style==1.7.0
-       isort==5.12.0
-       mypy==1.0.0
-       mypy-extensions==1.0.0
-       pep8-naming==0.13.3
-       bandit==1.7.5
-       ssort==0.11.6
-       deepdiff==6.3.0
-       xarray>=2023.5.0
-
-commands = isort {posargs:deker}
-           black {posargs:deker}
-           flake8 {posargs:deker}
-           bandit -r {posargs:deker} -c pyproject.toml
-           mypy {posargs:deker}  --install-types --non-interactive --config-file pyproject.toml
-
-set_env =
-    PIP_EXTRA_INDEX_URL = {env:PIP_EXTRA_INDEX_URL}

From 17b236da0b282c89d3b11ead1162187874e92697 Mon Sep 17 00:00:00 2001
From: Sergey Rybakov <srybakov@openweathermap.org>
Date: Thu, 10 Aug 2023 22:26:30 +0600
Subject: [PATCH 42/79] configs fix

---
 .pre-commit-config.yaml | 3 ++-
 pyproject.toml          | 4 ----
 2 files changed, 2 insertions(+), 5 deletions(-)

diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 19bad54..c2a1c40 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -96,9 +96,10 @@ repos:
         name: flake8
         files: ^deker/
         always_run: false
-        args: [ --config, setup.cfg, deker]
+        args: [ deker]
         verbose: true
         additional_dependencies:
+          - Flake8-pyproject
           - flake8-bugbear
           - flake8-pytest-style
           - flake8-docstrings
diff --git a/pyproject.toml b/pyproject.toml
index 8e710ef..9ea9052 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -46,10 +46,6 @@ xarray = ["xarray"]
 [tool.poetry-dynamic-versioning]
 enable = true
 
-[[tool.poetry.source]]
-name = "PyPI"
-priority = "primary"
-
 [[tool.poetry.source]]
 name = "testpypi"
 url = "https://test.pypi.org/simple/"

From 79be576bce1ad5801fca4a24f3fe94b795d0e2c1 Mon Sep 17 00:00:00 2001
From: Sergey Rybakov <srybakov@openweathermap.org>
Date: Thu, 10 Aug 2023 22:44:16 +0600
Subject: [PATCH 43/79] poetry dynamic version enabling

---
 .github/workflows/on_release.yml      | 2 +-
 .github/workflows/on_test_release.yml | 4 ++--
 2 files changed, 3 insertions(+), 3 deletions(-)

diff --git a/.github/workflows/on_release.yml b/.github/workflows/on_release.yml
index 0e09bfb..eb3ed33 100644
--- a/.github/workflows/on_release.yml
+++ b/.github/workflows/on_release.yml
@@ -133,7 +133,7 @@ jobs:
 
       - name: Build sdist
         run: |
-          pipx install poetry
+          pip install poetry
           poetry build -f sdist
 
       - uses: actions/upload-artifact@v3
diff --git a/.github/workflows/on_test_release.yml b/.github/workflows/on_test_release.yml
index d53ff68..e7215de 100644
--- a/.github/workflows/on_test_release.yml
+++ b/.github/workflows/on_test_release.yml
@@ -30,7 +30,6 @@ jobs:
           env
           pip install tox poetry
           poetry self add "poetry-dynamic-versioning[plugin]"
-          poetry source add pypi
           poetry dynamic-versioning enable
         env:
           PIP_DISABLE_PIP_VERSION_CHECK: 1
@@ -75,7 +74,8 @@ jobs:
 
       - name: Build sdist
         run: |
-          pipx install poetry
+          pip install poetry
+          poetry self add "poetry-dynamic-versioning[plugin]"
           poetry build -f sdist
 
       - uses: actions/upload-artifact@v3

From 3d4c7651daa7236a710548e2e0a468cd922b770a Mon Sep 17 00:00:00 2001
From: Sergey Rybakov <srybakov@openweathermap.org>
Date: Thu, 10 Aug 2023 22:54:34 +0600
Subject: [PATCH 44/79] poetry dynamic version enabling

---
 .github/workflows/on_test_release.yml | 17 ++++++++++++++---
 1 file changed, 14 insertions(+), 3 deletions(-)

diff --git a/.github/workflows/on_test_release.yml b/.github/workflows/on_test_release.yml
index e7215de..0e00180 100644
--- a/.github/workflows/on_test_release.yml
+++ b/.github/workflows/on_test_release.yml
@@ -24,17 +24,20 @@ jobs:
         run:  pyenv global 3.9 3.10 3.11
 
       - name: Checkout code
-        uses: actions/checkout@v2
+        uses: actions/checkout@v3
+        with:
+          fetch-depth: 0
+
       - name: Install tools
         run: |
           env
           pip install tox poetry
-          poetry self add "poetry-dynamic-versioning[plugin]"
-          poetry dynamic-versioning enable
         env:
           PIP_DISABLE_PIP_VERSION_CHECK: 1
+
       - name: Make requirements file
         run: poetry export --without-hashes > requirements.txt
+
       - name: Run tox tests
         run: |
           export PIP_EXTRA_INDEX_URL=https://test.pypi.org/simple
@@ -49,17 +52,22 @@ jobs:
     runs-on: ubuntu-latest
     steps:
       - uses: actions/checkout@v3
+        with:
+          fetch-depth: 0
+
       - name: Load virtual environment
         uses: actions/cache@v2
         with:
           path: .venv
           key: ${{ runner.os }}-venv-${{ env.PYTHON_IMAGE }}-${{ hashFiles('pyproject.toml', 'poetry.lock') }}
+
       - name: Make Sphinx docs
         run: |
           source .venv/bin/activate
           doc8 --config pyproject.toml docs/deker
           cd ./docs
           make html
+
       - name: Upload artifact
         uses: actions/upload-pages-artifact@v2
         with:
@@ -71,11 +79,14 @@ jobs:
     runs-on: ubuntu-latest
     steps:
       - uses: actions/checkout@v3
+        with:
+          fetch-depth: 0
 
       - name: Build sdist
         run: |
           pip install poetry
           poetry self add "poetry-dynamic-versioning[plugin]"
+          poetry dynamic-versioning enable
           poetry build -f sdist
 
       - uses: actions/upload-artifact@v3

From df7b50056e5b343d871558c78636b1fd67a0be07 Mon Sep 17 00:00:00 2001
From: Sergey Rybakov <srybakov@openweathermap.org>
Date: Thu, 10 Aug 2023 23:28:19 +0600
Subject: [PATCH 45/79] poetry dynamic version enabling

---
 .github/workflows/on_test_release.yml |  6 +-----
 pyproject.toml                        | 22 ++++++++--------------
 2 files changed, 9 insertions(+), 19 deletions(-)

diff --git a/.github/workflows/on_test_release.yml b/.github/workflows/on_test_release.yml
index 0e00180..4efdf3d 100644
--- a/.github/workflows/on_test_release.yml
+++ b/.github/workflows/on_test_release.yml
@@ -25,8 +25,6 @@ jobs:
 
       - name: Checkout code
         uses: actions/checkout@v3
-        with:
-          fetch-depth: 0
 
       - name: Install tools
         run: |
@@ -52,8 +50,6 @@ jobs:
     runs-on: ubuntu-latest
     steps:
       - uses: actions/checkout@v3
-        with:
-          fetch-depth: 0
 
       - name: Load virtual environment
         uses: actions/cache@v2
@@ -84,8 +80,8 @@ jobs:
 
       - name: Build sdist
         run: |
+          pip install poetry-dynamic-versioning
           pip install poetry
-          poetry self add "poetry-dynamic-versioning[plugin]"
           poetry dynamic-versioning enable
           poetry build -f sdist
 
diff --git a/pyproject.toml b/pyproject.toml
index 9ea9052..5ed3373 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,25 +1,17 @@
 ### PROJECT ###
 [build-system]
-requires = ["setuptools>=45", "setuptools_scm[toml]>=6.2", "poetry-core>=1.0.0", "poetry-dynamic-versioning"]
-build-backend = "poetry_dynamic_versioning.backend"
-
-[tool.setuptools.dynamic]
-readme = {file = ["README.md"], content-type='text/markdown'}
-dependencies = {file = ["requirements.txt"]}
-
-[tool.setuptools]
-packages = ["deker"]
-license-files=["LICENSE"]
-
-[tool.setuptools_scm]
+requires = ["poetry-core>=1.0.0"]
+build-backend = "poetry.core.masonry.api"
 
 [tool.poetry]
 version = "0.0.0"
 name = "deker"
+packages = [{ include = "deker" }]
 description = "Multidimensional arrays storage engine"
 authors = ["OpenWeather <info@openweathermap.org>"]
 license = "GPL-3.0-only"
-readme = "README.md"
+license-files=["LICENSE"]
+readme = {file = ["README.md"], content-type='text/markdown'}
 documentation = 'https://docs.deker.io/'
 homepage = 'https://deker.io/'
 repository = 'https://github.com/openweathermap/deker'
@@ -44,7 +36,9 @@ classifiers = [
 xarray = ["xarray"]
 
 [tool.poetry-dynamic-versioning]
-enable = true
+vcs = "git"
+style = "semver"
+metadata = false
 
 [[tool.poetry.source]]
 name = "testpypi"

From fa452f98c480064a3c19262a9859c81621eed76c Mon Sep 17 00:00:00 2001
From: Sergey Rybakov <srybakov@openweathermap.org>
Date: Thu, 10 Aug 2023 23:33:07 +0600
Subject: [PATCH 46/79] poetry config fix

---
 pyproject.toml | 3 +--
 1 file changed, 1 insertion(+), 2 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index 5ed3373..8154808 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -10,8 +10,7 @@ packages = [{ include = "deker" }]
 description = "Multidimensional arrays storage engine"
 authors = ["OpenWeather <info@openweathermap.org>"]
 license = "GPL-3.0-only"
-license-files=["LICENSE"]
-readme = {file = ["README.md"], content-type='text/markdown'}
+readme = "README.md"
 documentation = 'https://docs.deker.io/'
 homepage = 'https://deker.io/'
 repository = 'https://github.com/openweathermap/deker'

From b68610bc58193a8b24ab368e2c99426f62b96095 Mon Sep 17 00:00:00 2001
From: Sergey Rybakov <srybakov@openweathermap.org>
Date: Fri, 11 Aug 2023 00:16:45 +0600
Subject: [PATCH 47/79] docs build fix

---
 .github/github-actions.yml            | 281 --------------------------
 .github/workflows/on_push.yml         |   8 +-
 .github/workflows/on_release.yml      |  73 ++-----
 .github/workflows/on_test_release.yml |  54 +----
 4 files changed, 37 insertions(+), 379 deletions(-)
 delete mode 100644 .github/github-actions.yml

diff --git a/.github/github-actions.yml b/.github/github-actions.yml
deleted file mode 100644
index 0a9782f..0000000
--- a/.github/github-actions.yml
+++ /dev/null
@@ -1,281 +0,0 @@
-name: pipeline
-
-on:
-  push:
-
-env:
-  PYTHON_IMAGE: 3.9
-
-jobs:
-  setup:
-    runs-on: ubuntu-latest
-    timeout-minutes: 60
-
-    steps:
-      - name: Checkout code
-        uses: actions/checkout@v2
-
-      - name: Set up Python
-        uses: actions/setup-python@v3
-        with:
-          python-version: ${{ env.PYTHON_IMAGE }}
-
-      - name: Install dependencies
-        run: |
-          pip install --upgrade pip
-          pip install virtualenv
-          virtualenv venv
-          source venv/bin/activate
-          pip install -r requirements.txt
-          pip install -r requirements_dev.txt
-          pip list
-
-      - name: Cache virtual environment
-        uses: actions/cache@v2
-        with:
-          path: venv
-          key: ${{ runner.os }}-venv-${{ env.PYTHON_IMAGE }}-${{ hashFiles('requirements.txt', 'requirements_dev.txt') }}
-
-  linters:
-    needs: setup
-    runs-on: ubuntu-latest
-    if: ${{ !startsWith(github.ref, 'refs/tags/v') }}
-
-    steps:
-      - name: Checkout code
-        uses: actions/checkout@v2
-
-      - name: Set up Python
-        uses: actions/setup-python@v3
-        with:
-          python-version: ${{ env.PYTHON_IMAGE }}
-
-      - name: Load virtual environment
-        uses: actions/cache@v2
-        with:
-          path: venv
-          key: ${{ runner.os }}-venv-${{ env.PYTHON_IMAGE }}-${{ hashFiles('requirements.txt', 'requirements_dev.txt') }}
-
-      - name: Run linters and checks
-        run: |
-          source venv/bin/activate
-          isort ./${{ env.PYTHON_PACKAGE_NAME }}
-          black ./${{ env.PYTHON_PACKAGE_NAME }}
-          flake8 ./${{ env.PYTHON_PACKAGE_NAME }}
-          mypy ./${{ env.PYTHON_PACKAGE_NAME }} --install-types --non-interactive --config-file pyproject.toml
-          doc8 --config pyproject.toml ./docs/deker
-        env:
-          PIP_DISABLE_PIP_VERSION_CHECK: 1
-
-      - name: Save linter reports
-        if: always()
-        uses: actions/upload-artifact@v2
-        with:
-          name: linter-reports
-          path: report.xml
-
-  tests:
-    needs: setup
-    runs-on: ubuntu-latest
-    if: ${{ !startsWith(github.ref, 'refs/tags/v') }}
-    steps:
-      - name: Checkout code
-        uses: actions/checkout@v2
-
-      - name: Set up Python
-        uses: actions/setup-python@v2
-        with:
-          python-version: ${{ env.PYTHON_IMAGE }}
-
-      - name: Load virtual environment
-        uses: actions/cache@v2
-        with:
-          path: venv
-          key: ${{ runner.os }}-venv-${{ env.PYTHON_IMAGE }}-${{ hashFiles('requirements.txt', 'requirements_dev.txt') }}
-
-      - name: Run shuffled tests
-        run: |
-          source venv/bin/activate
-          pytest --random-order --junitxml=tests.xml
-        env:
-          PIP_DISABLE_PIP_VERSION_CHECK: 1
-
-      - name: Save test reports
-        if: always()
-        uses: actions/upload-artifact@v2
-        with:
-          name: test-reports
-          path: tests.xml
-
-  coverage:
-    needs: setup
-    runs-on: ubuntu-latest
-    if: ${{ !startsWith(github.ref, 'refs/tags/v') }}
-    steps:
-      - name: Checkout code
-        uses: actions/checkout@v2
-
-      - name: Set up Python
-        uses: actions/setup-python@v2
-        with:
-          python-version: ${{ env.PYTHON_IMAGE }}
-
-      - name: Load virtual environment
-        uses: actions/cache@v2
-        with:
-          path: venv
-          key: ${{ runner.os }}-venv-${{ env.PYTHON_IMAGE }}-${{ hashFiles('requirements.txt', 'requirements_dev.txt') }}
-
-      - name: Run coverage
-        run: |
-          source venv/bin/activate
-          coverage run -m pytest --junitxml=report.xml
-          coverage report
-          coverage xml
-        env:
-          PIP_DISABLE_PIP_VERSION_CHECK: 1
-
-      - name: Save coverage reports
-        if: always()
-        uses: actions/upload-artifact@v2
-        with:
-          name: coverage-reports
-          path: coverage.xml
-
-  tox_tests:
-    needs: setup
-    runs-on: ubuntu-latest
-    if: startsWith(github.ref, 'refs/tags/v')
-    container:
-      image: ghcr.io/openweathermap/deker/deker-embedded/tox:latest
-      env:
-        PACKAGE_VERSION: ${{ github.REF_NAME }}
-        PIP_EXTRA_INDEX_URL: https://test.pypi.org/simple/
-      credentials:
-        username: ${{ github.actor }}
-        password: ${{ secrets.GITHUB_TOKEN }}
-    steps:
-      - name: Set python versions
-        run:  pyenv global 3.9 3.10 3.11
-
-      - name: Checkout code
-        uses: actions/checkout@v2
-      - name: Install tox
-        run: |
-          env
-          pip install tox
-        env:
-          PIP_DISABLE_PIP_VERSION_CHECK: 1
-          PIP_EXTRA_INDEX_URL: https://test.pypi.org/simple/
-      - name: Run tox tests
-        run: |
-          env
-          tox
-        env:
-          PIP_DISABLE_PIP_VERSION_CHECK: 1
-          PACKAGE_VERSION: ${{ github.REF_NAME }}
-          PIP_EXTRA_INDEX_URL: https://test.pypi.org/simple/
-
-  build_wheels:
-    name: Build wheels on ${{ matrix.os }}
-    needs: tox_tests
-    if: github.event_name == 'push' && startsWith(github.ref, 'refs/tags/v')
-    runs-on: ${{ matrix.os }}
-    strategy:
-      matrix:
-        os: [ubuntu-22.04]
-
-    steps:
-      - uses: actions/checkout@v3
-
-      - name: Build wheels
-        run: |
-          pip wheel -w ./wheelhouse .
-
-
-  build_sdist:
-    needs: tox_tests
-    name: Build source distribution
-    if: github.event_name == 'push' && startsWith(github.ref, 'refs/tags/v')
-    runs-on: ubuntu-latest
-    steps:
-      - uses: actions/checkout@v3
-
-      - name: Build sdist
-        run: pipx run build --sdist
-
-      - uses: actions/upload-artifact@v3
-        with:
-          path: dist/*.tar.gz
-
-  build_docs:
-    needs: setup
-    runs-on: ubuntu-latest
-    steps:
-      - uses: actions/checkout@v3
-      - name: Load virtual environment
-        uses: actions/cache@v2
-        with:
-          path: venv
-          key: ${{ runner.os }}-venv-${{ env.PYTHON_IMAGE }}-${{ hashFiles('requirements.txt', 'requirements_dev.txt') }}
-      - name: Make Sphinx docs
-        run: |
-          source venv/bin/activate
-          cd ./docs
-          make html
-          ls -la _build/html
-      - name: Upload artifact
-        uses: actions/upload-pages-artifact@v2
-        with:
-          path: docs/_build/html
-
-  publish_docs:
-    needs: build_docs
-    if: github.event_name == 'push' && startsWith(github.ref, 'refs/tags/v')
-    runs-on: ubuntu-latest
-    permissions:
-      contents: read
-      pages: write
-      id-token: write
-    concurrency:
-      group: "pages"
-      cancel-in-progress: false
-    environment:
-      name: github-pages
-      url: ${{ steps.deployment.outputs.page_url }}
-    steps:
-      - name: Deploy to GitHub Pages
-        uses: actions/deploy-pages@v2
-        with:
-          github_token: ${{ secrets.GITHUB_TOKEN }}
-          branch: gh-pages
-          force: true
-          directory: docs/_build/html
-
-  upload_pypi:
-    needs: [build_wheels, build_sdist]
-    runs-on: ubuntu-latest
-    permissions:
-      id-token: write
-    if: github.event_name == 'push' && startsWith(github.ref, 'refs/tags/v')
-    environment:
-      # TODO: next is for prod pypi; comment for tests
-#      name: pypi
-#      url: https://pypi.org/p/deker
-      # TODO: next is for test pypi; comment for prod
-      name: testpypi
-      url: https://test.pypi.org/p/deker
-
-    steps:
-      - uses: actions/download-artifact@v3
-        with:
-          # unpacks default artifact into dist/
-          # if `name: artifact` is omitted, the action will create extra parent dir
-          name: artifact
-          path: dist
-
-      - name: Publish package distributions to PyPI
-        uses: pypa/gh-action-pypi-publish@release/v1
-        # TODO: next is for test pypi; comment for prod
-        with:
-          repository-url: https://test.pypi.org/legacy/
diff --git a/.github/workflows/on_push.yml b/.github/workflows/on_push.yml
index 7afbc41..97b2292 100644
--- a/.github/workflows/on_push.yml
+++ b/.github/workflows/on_push.yml
@@ -16,7 +16,7 @@ jobs:
 
     steps:
       - name: Checkout code
-        uses: actions/checkout@v2
+        uses: actions/checkout@v3
 
       - name: Set up Python
         uses: actions/setup-python@v3
@@ -43,7 +43,7 @@ jobs:
     runs-on: ubuntu-latest
     steps:
       - name: Checkout code
-        uses: actions/checkout@v2
+        uses: actions/checkout@v3
 
       - name: Set up Python
         uses: actions/setup-python@v3
@@ -79,7 +79,7 @@ jobs:
     runs-on: ubuntu-latest
     steps:
       - name: Checkout code
-        uses: actions/checkout@v2
+        uses: actions/checkout@v3
 
       - name: Set up Python
         uses: actions/setup-python@v2
@@ -111,7 +111,7 @@ jobs:
     runs-on: ubuntu-latest
     steps:
       - name: Checkout code
-        uses: actions/checkout@v2
+        uses: actions/checkout@v3
 
       - name: Set up Python
         uses: actions/setup-python@v2
diff --git a/.github/workflows/on_release.yml b/.github/workflows/on_release.yml
index eb3ed33..85fa946 100644
--- a/.github/workflows/on_release.yml
+++ b/.github/workflows/on_release.yml
@@ -9,36 +9,7 @@ env:
   PYTHON_IMAGE: 3.9
 
 jobs:
-  setup:
-    runs-on: ubuntu-latest
-    timeout-minutes: 60
-
-    steps:
-      - name: Checkout code
-        uses: actions/checkout@v2
-
-      - name: Set up Python
-        uses: actions/setup-python@v3
-        with:
-          python-version: ${{ env.PYTHON_IMAGE }}
-
-      - name: Install dependencies
-        run: |
-          pip install --upgrade pip
-          pip install virtualenv
-          virtualenv venv
-          source venv/bin/activate
-          pip install -r requirements_dev.txt
-          pip list
-
-      - name: Cache virtual environment
-        uses: actions/cache@v2
-        with:
-          path: venv
-          key: ${{ runner.os }}-venv-${{ env.PYTHON_IMAGE }}-${{ hashFiles('requirements.txt', 'requirements_dev.txt') }}
-
   tox_tests:
-    needs: setup
     runs-on: ubuntu-latest
     container:
       image: ghcr.io/openweathermap/deker/deker-embedded/tox:latest
@@ -52,15 +23,21 @@ jobs:
         run:  pyenv global 3.9 3.10 3.11
 
       - name: Checkout code
-        uses: actions/checkout@v2
-      - name: Install tox
+        uses: actions/checkout@v3
+
+      - name: Install tools
         run: |
           env
-          pip install tox
+          pip install tox poetry
         env:
           PIP_DISABLE_PIP_VERSION_CHECK: 1
+
+      - name: Make requirements file
+        run: poetry export --without-hashes > requirements.txt
+
       - name: Run tox tests
         run: |
+          export PIP_EXTRA_INDEX_URL=https://test.pypi.org/simple
           env
           tox
         env:
@@ -72,22 +49,26 @@ jobs:
     runs-on: ubuntu-latest
     steps:
       - uses: actions/checkout@v3
+
       - name: Load virtual environment
         uses: actions/cache@v2
         with:
-          path: venv
-          key: ${{ runner.os }}-venv-${{ env.PYTHON_IMAGE }}-${{ hashFiles('requirements.txt', 'requirements_dev.txt') }}
+          path: .venv
+          key: ${{ runner.os }}-venv-${{ env.PYTHON_IMAGE }}-${{ hashFiles('pyproject.toml', 'poetry.lock') }}
+
       - name: Make Sphinx docs
         run: |
-          source venv/bin/activate
+          source .venv/bin/activate
           doc8 --config pyproject.toml docs/deker
           cd ./docs
           make html
+
       - name: Upload artifact
         uses: actions/upload-pages-artifact@v2
         with:
           path: docs/_build/html
 
+
   publish_docs:
     needs: build_docs
     runs-on: ubuntu-latest
@@ -110,30 +91,20 @@ jobs:
           force: true
           directory: docs/_build/html
 
-  build_wheels:
-    name: Build wheels on ${{ matrix.os }}
-    needs: tox_tests
-    runs-on: ${{ matrix.os }}
-    strategy:
-      matrix:
-        os: [ubuntu-22.04]
-
-    steps:
-      - uses: actions/checkout@v3
-      - name: Build wheels
-        run: |
-          pip wheel -w ./wheelhouse .
-
   build_sdist:
-    needs: tox_tests
+    needs: build_docs
     name: Build source distribution
     runs-on: ubuntu-latest
     steps:
       - uses: actions/checkout@v3
+        with:
+          fetch-depth: 0
 
       - name: Build sdist
         run: |
+          pip install poetry-dynamic-versioning
           pip install poetry
+          poetry dynamic-versioning enable
           poetry build -f sdist
 
       - uses: actions/upload-artifact@v3
@@ -141,7 +112,7 @@ jobs:
           path: dist/*.tar.gz
 
   upload_pypi:
-    needs: [build_sdist]
+    needs: [build_sdist, publish_docs]
     runs-on: ubuntu-latest
     permissions:
       id-token: write
diff --git a/.github/workflows/on_test_release.yml b/.github/workflows/on_test_release.yml
index 4efdf3d..375b97e 100644
--- a/.github/workflows/on_test_release.yml
+++ b/.github/workflows/on_test_release.yml
@@ -10,56 +10,25 @@ env:
   PYTHON_IMAGE: 3.9
 
 jobs:
-  tox_tests:
-    runs-on: ubuntu-latest
-    container:
-      image: ghcr.io/openweathermap/deker/deker-embedded/tox:latest
-      env:
-        PACKAGE_VERSION: ${{ github.REF_NAME }}
-      credentials:
-        username: ${{ github.actor }}
-        password: ${{ secrets.GITHUB_TOKEN }}
-    steps:
-      - name: Set python versions
-        run:  pyenv global 3.9 3.10 3.11
-
-      - name: Checkout code
-        uses: actions/checkout@v3
-
-      - name: Install tools
-        run: |
-          env
-          pip install tox poetry
-        env:
-          PIP_DISABLE_PIP_VERSION_CHECK: 1
-
-      - name: Make requirements file
-        run: poetry export --without-hashes > requirements.txt
-
-      - name: Run tox tests
-        run: |
-          export PIP_EXTRA_INDEX_URL=https://test.pypi.org/simple
-          env
-          tox
-        env:
-          PIP_DISABLE_PIP_VERSION_CHECK: 1
-          PACKAGE_VERSION: ${{ github.REF_NAME }}
-
   build_docs:
-    needs: tox_tests
     runs-on: ubuntu-latest
     steps:
       - uses: actions/checkout@v3
 
-      - name: Load virtual environment
-        uses: actions/cache@v2
+      - name: Set up Python
+        uses: actions/setup-python@v3
         with:
-          path: .venv
-          key: ${{ runner.os }}-venv-${{ env.PYTHON_IMAGE }}-${{ hashFiles('pyproject.toml', 'poetry.lock') }}
+          python-version: ${{ env.PYTHON_IMAGE }}
 
-      - name: Make Sphinx docs
+      - name: Install poetry
+        uses: snok/install-poetry@v1.3.4
+        with:
+          virtualenvs-create: true
+          virtualenvs-in-project: true
+
+      - name: Install dependencies
         run: |
-          source .venv/bin/activate
+          poetry install
           doc8 --config pyproject.toml docs/deker
           cd ./docs
           make html
@@ -69,7 +38,6 @@ jobs:
         with:
           path: docs/_build/html
 
-
   build_sdist:
     name: Build source distribution
     runs-on: ubuntu-latest

From da7cd6775bc7f4b0cdff290ea3c00c88ad9ceda0 Mon Sep 17 00:00:00 2001
From: Sergey Rybakov <srybakov@openweathermap.org>
Date: Fri, 11 Aug 2023 00:28:02 +0600
Subject: [PATCH 48/79] docs build fix

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

diff --git a/.github/workflows/on_test_release.yml b/.github/workflows/on_test_release.yml
index 375b97e..ee738f7 100644
--- a/.github/workflows/on_test_release.yml
+++ b/.github/workflows/on_test_release.yml
@@ -29,7 +29,7 @@ jobs:
       - name: Install dependencies
         run: |
           poetry install
-          doc8 --config pyproject.toml docs/deker
+          poetry run doc8 --config pyproject.toml docs/deker
           cd ./docs
           make html
 

From 66866c042fa2373496b8c230731de6d6cd618813 Mon Sep 17 00:00:00 2001
From: Sergey Rybakov <srybakov@openweathermap.org>
Date: Fri, 11 Aug 2023 00:31:53 +0600
Subject: [PATCH 49/79] docs build fix

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

diff --git a/.github/workflows/on_test_release.yml b/.github/workflows/on_test_release.yml
index ee738f7..955e0bc 100644
--- a/.github/workflows/on_test_release.yml
+++ b/.github/workflows/on_test_release.yml
@@ -29,7 +29,8 @@ jobs:
       - name: Install dependencies
         run: |
           poetry install
-          poetry run doc8 --config pyproject.toml docs/deker
+          poetry shell
+          doc8 --config pyproject.toml docs/deker
           cd ./docs
           make html
 

From 54e3c3a0fefc6975721b6bd1cda7b38c1d73c9e0 Mon Sep 17 00:00:00 2001
From: Sergey Rybakov <srybakov@openweathermap.org>
Date: Fri, 11 Aug 2023 00:37:17 +0600
Subject: [PATCH 50/79] docs build fix

---
 .github/workflows/on_test_release.yml | 2 +-
 .gitignore                            | 2 +-
 CNAME                                 | 2 +-
 docs/deker/installation.rst           | 1 -
 docs/deker/shell.rst                  | 1 -
 docs/index.rst                        | 1 -
 6 files changed, 3 insertions(+), 6 deletions(-)

diff --git a/.github/workflows/on_test_release.yml b/.github/workflows/on_test_release.yml
index 955e0bc..cf5b58a 100644
--- a/.github/workflows/on_test_release.yml
+++ b/.github/workflows/on_test_release.yml
@@ -29,7 +29,7 @@ jobs:
       - name: Install dependencies
         run: |
           poetry install
-          poetry shell
+          source .venv/bin/activate
           doc8 --config pyproject.toml docs/deker
           cd ./docs
           make html
diff --git a/.gitignore b/.gitignore
index 446900c..9a40230 100644
--- a/.gitignore
+++ b/.gitignore
@@ -154,4 +154,4 @@ tmp/
 .python-version
 build
 .ruff_cache/
-dist/
\ No newline at end of file
+dist/
diff --git a/CNAME b/CNAME
index 23dfcfd..dac007c 100644
--- a/CNAME
+++ b/CNAME
@@ -1 +1 @@
-docs.deker.io
\ No newline at end of file
+docs.deker.io
diff --git a/docs/deker/installation.rst b/docs/deker/installation.rst
index dd1634c..2c2410f 100755
--- a/docs/deker/installation.rst
+++ b/docs/deker/installation.rst
@@ -84,4 +84,3 @@ Deker.
 To install Deker tools package::
 
    pip install deker-tools
-
diff --git a/docs/deker/shell.rst b/docs/deker/shell.rst
index 60c4513..bce5989 100644
--- a/docs/deker/shell.rst
+++ b/docs/deker/shell.rst
@@ -91,4 +91,3 @@ Functions
 
 * ``use("collection_name")``: gets collection from client and saves it to ``collection`` variable
 * ``get_global_coll_variable()``: returns ``collection`` global variable
-
diff --git a/docs/index.rst b/docs/index.rst
index 7c889c5..8ecee72 100644
--- a/docs/index.rst
+++ b/docs/index.rst
@@ -81,4 +81,3 @@ Open source implementation of Deker storage engine is published at
 API documentation and tutorials for the current release could be found at
 
   * https://docs.deker.io
-

From 14d9c769d87764df683fd2dadb2ca485dbd0be41 Mon Sep 17 00:00:00 2001
From: Sergey Rybakov <srybakov@openweathermap.org>
Date: Fri, 11 Aug 2023 01:05:34 +0600
Subject: [PATCH 51/79] coverage config in pyproject, CI workflows ready

---
 .coveragerc                           | 29 ---------------------
 .github/workflows/on_release.yml      | 17 +++++++-----
 .github/workflows/on_test_release.yml | 32 -----------------------
 pyproject.toml                        | 37 ++++++++++++++++++++++++---
 4 files changed, 45 insertions(+), 70 deletions(-)
 delete mode 100644 .coveragerc

diff --git a/.coveragerc b/.coveragerc
deleted file mode 100644
index d207a33..0000000
--- a/.coveragerc
+++ /dev/null
@@ -1,29 +0,0 @@
-[run]
-branch = True
-omit =
-    examples/*
-    tests/*
-    tmp.py
-    setup.py
-    deker/typings.py
-    deker/app_types/shell.py
-    deker/tools/profiling.py
-    deker/tools/data.py
-    profiling/*
-
-[html]
-directory = tests/code_coverage
-
-[report]
-fail_under=95
-exclude_lines =
-    no cov
-    pragma: no cover
-    if typing.TYPE_CHECKING:
-    if TYPE_CHECKING:
-    if __name__ == .__main__.:
-    pass
-    raise NotImplementedError
-    except ImportError
-    except ModuleNotFoundError
-    except Exception
diff --git a/.github/workflows/on_release.yml b/.github/workflows/on_release.yml
index 85fa946..7d0eae7 100644
--- a/.github/workflows/on_release.yml
+++ b/.github/workflows/on_release.yml
@@ -50,14 +50,20 @@ jobs:
     steps:
       - uses: actions/checkout@v3
 
-      - name: Load virtual environment
-        uses: actions/cache@v2
+      - name: Set up Python
+        uses: actions/setup-python@v3
         with:
-          path: .venv
-          key: ${{ runner.os }}-venv-${{ env.PYTHON_IMAGE }}-${{ hashFiles('pyproject.toml', 'poetry.lock') }}
+          python-version: ${{ env.PYTHON_IMAGE }}
 
-      - name: Make Sphinx docs
+      - name: Install poetry
+        uses: snok/install-poetry@v1.3.4
+        with:
+          virtualenvs-create: true
+          virtualenvs-in-project: true
+
+      - name: Install dependencies
         run: |
+          poetry install
           source .venv/bin/activate
           doc8 --config pyproject.toml docs/deker
           cd ./docs
@@ -68,7 +74,6 @@ jobs:
         with:
           path: docs/_build/html
 
-
   publish_docs:
     needs: build_docs
     runs-on: ubuntu-latest
diff --git a/.github/workflows/on_test_release.yml b/.github/workflows/on_test_release.yml
index cf5b58a..4faf428 100644
--- a/.github/workflows/on_test_release.yml
+++ b/.github/workflows/on_test_release.yml
@@ -6,39 +6,7 @@ on:
       - 'v*'
       - '!v[1-9]+.[0-9]+.[0-9]+'
 
-env:
-  PYTHON_IMAGE: 3.9
-
 jobs:
-  build_docs:
-    runs-on: ubuntu-latest
-    steps:
-      - uses: actions/checkout@v3
-
-      - name: Set up Python
-        uses: actions/setup-python@v3
-        with:
-          python-version: ${{ env.PYTHON_IMAGE }}
-
-      - name: Install poetry
-        uses: snok/install-poetry@v1.3.4
-        with:
-          virtualenvs-create: true
-          virtualenvs-in-project: true
-
-      - name: Install dependencies
-        run: |
-          poetry install
-          source .venv/bin/activate
-          doc8 --config pyproject.toml docs/deker
-          cd ./docs
-          make html
-
-      - name: Upload artifact
-        uses: actions/upload-pages-artifact@v2
-        with:
-          path: docs/_build/html
-
   build_sdist:
     name: Build source distribution
     runs-on: ubuntu-latest
diff --git a/pyproject.toml b/pyproject.toml
index 8154808..69f6947 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -287,6 +287,33 @@ testpaths = "./tests"
 pythonpath = ["./deker", "./.venv", "./venv"]
 filterwarnings = ["ignore::UserWarning", 'ignore::DeprecationWarning', "ignore::ResourceWarning"]
 
+[tool.coverage.run]
+branch = true
+omit = [
+    "tests/*",
+    "tmp.py",
+    "setup.py",
+    "deker/types/private/shell.py",
+]
+
+[tool.coverage.html]
+directory = "tests/code_coverage"
+
+[tool.coverage.report]
+fail_under=96
+exclude_lines = [
+    "no cov",
+    "pragma: no cover",
+    "if typing.TYPE_CHECKING:",
+    "if TYPE_CHECKING:",
+    "if __name__ == .__main__.:",
+    "pass",
+    "raise NotImplementedError",
+    "except ImportError",
+    "except ModuleNotFoundError",
+    "except Exception"
+]
+
 [tool.flake8]
 # https://flake8.pycqa.org/en/latest/
 # https://pypi.org/project/flake8-bugbear
@@ -366,13 +393,15 @@ description = run unit tests
 deps =
     deepdiff==6.3.0
     coverage==7.1.0
-    pytest>=7
-    pytest-sugar
+    pytest==7.2.1
+    pytest-sugar==0.9.6
     pytest-mock==3.10.0
+    pytest-random-order==1.1.0
     xarray>=2023.5.0
 
 commands =
-    pytest {posargs:tests}
+    coverage run -m pytest {posargs:tests} --random-order
+    coverage report
 
 set_env =
     PIP_EXTRA_INDEX_URL = {env:PIP_EXTRA_INDEX_URL}
@@ -383,6 +412,7 @@ description = run linters
 deps = black==23.1.0
        Flake8-pyproject==1.2.3
        darglint==1.8.1
+       doc8==0.11.2
        flake8==5.0.4
        flake8-bugbear==23.1.20
        flake8-docstrings==1.7.0
@@ -403,6 +433,7 @@ commands = ssort  {posargs:deker}
            flake8 {posargs:deker}
            bandit -r {posargs:deker} -c pyproject.toml
            mypy {posargs:deker}  --install-types --non-interactive --config-file pyproject.toml
+           doc8 {posargs:docs/deker} --config=pyproject.toml
 
 set_env =
     PIP_EXTRA_INDEX_URL = {env:PIP_EXTRA_INDEX_URL}

From eaf39d93dbd4f107f565f1e9f995dc067abea979 Mon Sep 17 00:00:00 2001
From: Sergey Rybakov <srybakov@openweathermap.org>
Date: Fri, 11 Aug 2023 20:02:49 +0600
Subject: [PATCH 52/79] README fix

---
 README.md | 1 -
 1 file changed, 1 deletion(-)

diff --git a/README.md b/README.md
index e7e563f..0d54380 100644
--- a/README.md
+++ b/README.md
@@ -65,7 +65,6 @@ Python using
 [Rosetta](https://developer.apple.com/documentation/apple-silicon/about-the-rosetta-translation-environment) 
 x86_64 to arm64 dynamic binary translator.
 
-
 You may use the following [guide](https://sixty-north.com/blog/pyenv-apple-silicon.html) to install
 x86_64 version of Python an then switch to that version in your Deker project using ``pyenv`` and
 install Deker package as usual.

From a4a72a3d03e4f4b6a63e4c6964265ba101085b50 Mon Sep 17 00:00:00 2001
From: Sergey Rybakov <64586748+SerGeRybakov@users.noreply.github.com>
Date: Fri, 11 Aug 2023 20:07:35 +0600
Subject: [PATCH 53/79] Update README.md

---
 README.md | 25 ++++++++++++-------------
 1 file changed, 12 insertions(+), 13 deletions(-)

diff --git a/README.md b/README.md
index 0d54380..3847483 100644
--- a/README.md
+++ b/README.md
@@ -56,19 +56,18 @@ API documentation and tutorials for the current release could be found at
 
 ## Installation
 
----
-**Apple Silicon (M series CPU)**
-
-Deker uses NumPy, and some NumPy types are unsupported on current NumPy arm64 version. So if you
-want to use Deker library on Apple Silicon (M series CPU), you have to install x86_64 version of
-Python using 
-[Rosetta](https://developer.apple.com/documentation/apple-silicon/about-the-rosetta-translation-environment) 
-x86_64 to arm64 dynamic binary translator.
-
-You may use the following [guide](https://sixty-north.com/blog/pyenv-apple-silicon.html) to install
-x86_64 version of Python an then switch to that version in your Deker project using ``pyenv`` and
-install Deker package as usual.
----
+> **Apple Silicon (M series CPU)**  
+> 
+> Deker uses NumPy, and some NumPy types are unsupported on current NumPy arm64 version. So if you
+> want to use Deker library on Apple Silicon (M series CPU), you have to install x86_64 version of
+> Python using 
+> [Rosetta](https://developer.apple.com/documentation/apple-silicon/about-the-rosetta-translation-environment) 
+> x86_64 to arm64 dynamic binary translator.  
+> 
+> You may use the following [guide](https://sixty-north.com/blog/pyenv-apple-silicon.html) to install
+> x86_64 version of Python an then switch to that version in your Deker project using ``pyenv`` and
+> install Deker package as usual.
+
 
 ### Deker
 ```

From b22e99468ab3ec4ec6761c576e52873a90f20e88 Mon Sep 17 00:00:00 2001
From: Sergey Rybakov <srybakov@openweathermap.org>
Date: Fri, 11 Aug 2023 20:13:02 +0600
Subject: [PATCH 54/79] MANIFEST.in removed

---
 MANIFEST.in | 1 -
 1 file changed, 1 deletion(-)
 delete mode 100644 MANIFEST.in

diff --git a/MANIFEST.in b/MANIFEST.in
deleted file mode 100644
index f9bd145..0000000
--- a/MANIFEST.in
+++ /dev/null
@@ -1 +0,0 @@
-include requirements.txt

From 06383205979f05d1c050d077573ec69115b81501 Mon Sep 17 00:00:00 2001
From: Sergey Rybakov <srybakov@openweathermap.org>
Date: Fri, 11 Aug 2023 22:53:24 +0600
Subject: [PATCH 55/79] coverage --fail-under added to tox and coverage tests

---
 .github/workflows/on_push.yml | 2 +-
 pyproject.toml                | 2 +-
 2 files changed, 2 insertions(+), 2 deletions(-)

diff --git a/.github/workflows/on_push.yml b/.github/workflows/on_push.yml
index 494bed5..bbe5182 100644
--- a/.github/workflows/on_push.yml
+++ b/.github/workflows/on_push.yml
@@ -128,7 +128,7 @@ jobs:
         run: |
           source .venv/bin/activate
           coverage run -m pytest --junitxml=report.xml
-          coverage report
+          coverage report --fail-under=96
           coverage xml
         env:
           PIP_DISABLE_PIP_VERSION_CHECK: 1
diff --git a/pyproject.toml b/pyproject.toml
index b53af97..bc997cf 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -421,7 +421,7 @@ deps =
 
 commands =
     coverage run -m pytest {posargs:tests} --random-order
-    coverage report
+    coverage report --fail-under=96
 
 set_env =
     PIP_EXTRA_INDEX_URL = {env:PIP_EXTRA_INDEX_URL}

From 770b679662c5e4ee6adcbe616d947a03423e7589 Mon Sep 17 00:00:00 2001
From: Sergey Rybakov <srybakov@openweathermap.org>
Date: Tue, 15 Aug 2023 12:06:34 +0600
Subject: [PATCH 56/79] CI refactored

---
 .github/workflows/on_push.yml         | 138 +-------------------------
 .github/workflows/on_release.yml      | 111 ++-------------------
 .github/workflows/on_test_release.yml |  27 ++---
 docs/conf.py                          |   2 +-
 pyproject.toml                        |  59 -----------
 5 files changed, 25 insertions(+), 312 deletions(-)

diff --git a/.github/workflows/on_push.yml b/.github/workflows/on_push.yml
index bbe5182..a20c5c5 100644
--- a/.github/workflows/on_push.yml
+++ b/.github/workflows/on_push.yml
@@ -5,137 +5,9 @@ on:
     branches-ignore:
       - 'refs/tags/v'
 
-env:
-  PYTHON_IMAGE: 3.9
-  PYTHON_PACKAGE_NAME: deker
-
 jobs:
-  setup:
-    runs-on: ubuntu-latest
-    timeout-minutes: 60
-
-    steps:
-      - name: Checkout code
-        uses: actions/checkout@v3
-
-      - name: Set up Python
-        uses: actions/setup-python@v3
-        with:
-          python-version: ${{ env.PYTHON_IMAGE }}
-
-      - name: Install poetry
-        uses: snok/install-poetry@v1.3.4
-        with:
-          virtualenvs-create: true
-          virtualenvs-in-project: true
-
-      - name: Install dependencies
-        run: poetry install
-
-      - name: Cache virtual environment
-        uses: actions/cache@v2
-        with:
-          path: .venv
-          key: ${{ runner.os }}-venv-${{ env.PYTHON_IMAGE }}-${{ hashFiles('pyproject.toml', 'poetry.lock') }}
-
-  linters:
-    needs: setup
-    runs-on: ubuntu-latest
-    steps:
-      - name: Checkout code
-        uses: actions/checkout@v3
-
-      - name: Set up Python
-        uses: actions/setup-python@v3
-        with:
-          python-version: ${{ env.PYTHON_IMAGE }}
-
-      - name: Load virtual environment
-        uses: actions/cache@v2
-        with:
-          path: .venv
-          key: ${{ runner.os }}-venv-${{ env.PYTHON_IMAGE }}-${{ hashFiles('pyproject.toml', 'poetry.lock') }}
-
-      - name: Run linters and checks
-        run: |
-          source .venv/bin/activate
-          isort ./${{ env.PYTHON_PACKAGE_NAME }}
-          black ./${{ env.PYTHON_PACKAGE_NAME }}
-          flake8 ./${{ env.PYTHON_PACKAGE_NAME }}
-          mypy ./${{ env.PYTHON_PACKAGE_NAME }} --install-types --non-interactive --config-file pyproject.toml
-          doc8 --config pyproject.toml ./docs/deker
-        env:
-          PIP_DISABLE_PIP_VERSION_CHECK: 1
-
-      - name: Save linter reports
-        if: always()
-        uses: actions/upload-artifact@v2
-        with:
-          name: linter-reports
-          path: report.xml
-
-  tests:
-    needs: setup
-    runs-on: ubuntu-latest
-    steps:
-      - name: Checkout code
-        uses: actions/checkout@v3
-
-      - name: Set up Python
-        uses: actions/setup-python@v2
-        with:
-          python-version: ${{ env.PYTHON_IMAGE }}
-
-      - name: Load virtual environment
-        uses: actions/cache@v2
-        with:
-          path: .venv
-          key: ${{ runner.os }}-venv-${{ env.PYTHON_IMAGE }}-${{ hashFiles('pyproject.toml', 'poetry.lock') }}
-
-      - name: Run shuffled tests
-        run: |
-          source .venv/bin/activate
-          pytest --random-order --junitxml=tests.xml
-        env:
-          PIP_DISABLE_PIP_VERSION_CHECK: 1
-
-      - name: Save test reports
-        if: always()
-        uses: actions/upload-artifact@v2
-        with:
-          name: test-reports
-          path: tests.xml
-
-  coverage:
-    needs: setup
-    runs-on: ubuntu-latest
-    steps:
-      - name: Checkout code
-        uses: actions/checkout@v3
-
-      - name: Set up Python
-        uses: actions/setup-python@v2
-        with:
-          python-version: ${{ env.PYTHON_IMAGE }}
-
-      - name: Load virtual environment
-        uses: actions/cache@v2
-        with:
-          path: .venv
-          key: ${{ runner.os }}-venv-${{ env.PYTHON_IMAGE }}-${{ hashFiles('pyproject.toml', 'poetry.lock') }}
-
-      - name: Run coverage
-        run: |
-          source .venv/bin/activate
-          coverage run -m pytest --junitxml=report.xml
-          coverage report --fail-under=96
-          coverage xml
-        env:
-          PIP_DISABLE_PIP_VERSION_CHECK: 1
-
-      - name: Save coverage reports
-        if: always()
-        uses: actions/upload-artifact@v2
-        with:
-          name: coverage-reports
-          path: coverage.xml
+  checks:
+    uses: openweathermap/deker-actions/.github/workflows/checks.yml@master
+    with:
+      package-name: deker
+      python-version: '3.9'
diff --git a/.github/workflows/on_release.yml b/.github/workflows/on_release.yml
index ea6286a..d487ca4 100644
--- a/.github/workflows/on_release.yml
+++ b/.github/workflows/on_release.yml
@@ -6,125 +6,36 @@ on:
       - 'v[1-9]+.[0-9]+.[0-9]+'
 
 env:
-  PYTHON_IMAGE: 3.9
+  PACKAGE_NAME: deker
 
 jobs:
   tox_tests:
-    runs-on: ubuntu-latest
-    container:
-      image: ghcr.io/openweathermap/deker/deker-embedded/tox:latest
-      env:
-        PACKAGE_VERSION: ${{ github.REF_NAME }}
-      credentials:
-        username: ${{ github.actor }}
-        password: ${{ secrets.GITHUB_TOKEN }}
-    steps:
-      - name: Set python versions
-        run:  pyenv global 3.9 3.10 3.11
-
-      - name: Checkout code
-        uses: actions/checkout@v3
-
-      - name: Install tools
-        run: |
-          env
-          pip install tox poetry
-        env:
-          PIP_DISABLE_PIP_VERSION_CHECK: 1
-
-      - name: Make requirements file
-        run: poetry export --without-hashes > requirements.txt
-
-      - name: Run tox tests
-        run: |
-          export PIP_EXTRA_INDEX_URL=https://test.pypi.org/simple
-          env
-          tox
-        env:
-          PIP_DISABLE_PIP_VERSION_CHECK: 1
-          PACKAGE_VERSION: ${{ github.REF_NAME }}
+    uses: openweathermap/deker-actions/.github/workflows/tox.yml@master
+    with:
+      package-name: $PACKAGE_NAME
 
   build_docs:
     needs: tox_tests
-    runs-on: ubuntu-latest
-    steps:
-      - uses: actions/checkout@v3
-
-      - name: Set up Python
-        uses: actions/setup-python@v3
-        with:
-          python-version: ${{ env.PYTHON_IMAGE }}
-
-      - name: Install poetry
-        uses: snok/install-poetry@v1.3.4
-        with:
-          virtualenvs-create: true
-          virtualenvs-in-project: true
-
-      - name: Install dependencies
-        run: |
-          poetry install
-          source .venv/bin/activate
-          doc8 --config pyproject.toml docs/deker
-          cd ./docs
-          make html
-          awk 'NR >= 35 && NR <= 40' _build/html/index.html
-
-      - name: Upload artifact
-        uses: actions/upload-pages-artifact@v2
-        with:
-          path: docs/_build/html
+    uses: openweathermap/deker-actions/.github/workflows/docs_build.yml@master
 
   publish_docs:
     needs: build_docs
-    runs-on: ubuntu-latest
-    permissions:
-      contents: read
-      pages: write
-      id-token: write
-    concurrency:
-      group: "pages"
-      cancel-in-progress: false
-    environment:
-      name: github-pages
-      url: ${{ steps.deployment.outputs.page_url }}
-    steps:
-      - name: Deploy to GitHub Pages
-        uses: actions/deploy-pages@v2
-        with:
-          github_token: ${{ secrets.GITHUB_TOKEN }}
-          branch: gh-pages
-          force: true
-          directory: docs/_build/html
+    uses: openweathermap/deker-actions/.github/workflows/docs_publish.yml@master
 
   build_sdist:
-    needs: build_docs
+    needs: [tox_tests, build_docs]
     name: Build source distribution
-    runs-on: ubuntu-latest
-    steps:
-      - uses: actions/checkout@v3
-        with:
-          fetch-depth: 0
-
-      - name: Build sdist
-        run: |
-          pip install poetry-dynamic-versioning
-          pip install poetry
-          poetry dynamic-versioning enable
-          poetry build -f sdist
-
-      - uses: actions/upload-artifact@v3
-        with:
-          path: dist/*.tar.gz
+    uses: openweathermap/deker-actions/.github/workflows/build.yml@master
 
   upload_pypi:
-    needs: [build_sdist, publish_docs]
+    name: Publish source distribution
+    needs: build_sdist
     runs-on: ubuntu-latest
     permissions:
       id-token: write
     environment:
       name: pypi
-      url: https://pypi.org/p/deker
+      url: https://pypi.org/p/$PACKAGE_NAME
 
     steps:
       - uses: actions/download-artifact@v3
diff --git a/.github/workflows/on_test_release.yml b/.github/workflows/on_test_release.yml
index 9481737..715fee7 100644
--- a/.github/workflows/on_test_release.yml
+++ b/.github/workflows/on_test_release.yml
@@ -5,34 +5,23 @@ on:
     tags-ignore:
       - 'v[1-9]+.[0-9]+.[0-9]+'
 
+env:
+  PACKAGE_NAME: deker
+
 jobs:
   build_sdist:
-    name: Build source distribution
-    runs-on: ubuntu-latest
-    steps:
-      - uses: actions/checkout@v3
-        with:
-          fetch-depth: 0
-
-      - name: Build sdist
-        run: |
-          pip install poetry-dynamic-versioning
-          pip install poetry
-          poetry dynamic-versioning enable
-          poetry build -f sdist
-
-      - uses: actions/upload-artifact@v3
-        with:
-          path: dist/*.tar.gz
+    name: Build test source distribution
+    uses: openweathermap/deker-actions/.github/workflows/build.yml@master
 
   upload_test_pypi:
+    name: Upload test source distribution
     needs: build_sdist
     runs-on: ubuntu-latest
     permissions:
       id-token: write
     environment:
       name: testpypi
-      url: https://test.pypi.org/p/deker
+      url: https://test.pypi.org/p/$PACKAGE_NAME
 
     steps:
       - uses: actions/download-artifact@v3
@@ -42,7 +31,7 @@ jobs:
           name: artifact
           path: dist
 
-      - name: Publish package distributions to PyPI
+      - name: Publish test source distributions to Test-PyPI
         uses: pypa/gh-action-pypi-publish@release/v1
         with:
           repository-url: https://test.pypi.org/legacy/
diff --git a/docs/conf.py b/docs/conf.py
index a307f8c..99b6144 100644
--- a/docs/conf.py
+++ b/docs/conf.py
@@ -94,7 +94,7 @@
 # -- Options for HTMLHelp output ------------------------------------------
 
 # Output file base name for HTML help builder.
-htmlhelp_basename = "Dekerdoc"
+htmlhelp_basename = "deker-doc"
 
 # -- Custom Settings -------------------------------------------------------
 
diff --git a/pyproject.toml b/pyproject.toml
index bc997cf..32f5e97 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -88,7 +88,6 @@ deepdiff = "6.3.0"
 pytest-mock = "3.10.0"
 xarray = "^2023.5.0"
 bandit = "1.7.5"
-tox = "4.6.3"
 
 [tool.poetry.group.docs.dependencies]
 docutils = "0.17"
@@ -400,61 +399,3 @@ exclude_lines = [
     "except ModuleNotFoundError",
     "except Exception"
 ]
-
-[tool.tox]  # tox
-legacy_tox_ini = """
-[tox]
-requires =
-    tox>=4
-env_list = {py39,py310,py311}-lint, py{39,310,311}-test
-
-[testenv:{py39,py310,py311}-test]
-description = run unit tests
-deps =
-    deepdiff==6.3.0
-    coverage==7.1.0
-    pytest==7.2.1
-    pytest-sugar==0.9.6
-    pytest-mock==3.10.0
-    pytest-random-order==1.1.0
-    xarray>=2023.5.0
-
-commands =
-    coverage run -m pytest {posargs:tests} --random-order
-    coverage report --fail-under=96
-
-set_env =
-    PIP_EXTRA_INDEX_URL = {env:PIP_EXTRA_INDEX_URL}
-
-[testenv:{py39,py310,py311}-lint]
-ignore_base_python_conflict = true
-description = run linters
-deps = black==23.1.0
-       Flake8-pyproject==1.2.3
-       darglint==1.8.1
-       doc8==0.11.2
-       flake8==5.0.4
-       flake8-bugbear==23.1.20
-       flake8-docstrings==1.7.0
-       flake8-import-order==0.18.2
-       flake8-pytest-style==1.7.0
-       isort==5.12.0
-       mypy==1.0.0
-       mypy-extensions==1.0.0
-       pep8-naming==0.13.3
-       bandit==1.7.5
-       ssort==0.11.6
-       deepdiff==6.3.0
-       xarray>=2023.5.0
-
-commands = ssort  {posargs:deker}
-           isort {posargs:deker}
-           black {posargs:deker}
-           flake8 {posargs:deker}
-           bandit -r {posargs:deker} -c pyproject.toml
-           mypy {posargs:deker}  --install-types --non-interactive --config-file pyproject.toml
-           doc8 {posargs:docs/deker} --config=pyproject.toml
-
-set_env =
-    PIP_EXTRA_INDEX_URL = {env:PIP_EXTRA_INDEX_URL}
-"""

From f0f34288aaac686cc61af86029b51c1fe19d062c Mon Sep 17 00:00:00 2001
From: Sergey Rybakov <srybakov@openweathermap.org>
Date: Tue, 15 Aug 2023 12:07:39 +0600
Subject: [PATCH 57/79] poetry locked

---
 poetry.lock | 70 +----------------------------------------------------
 1 file changed, 1 insertion(+), 69 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 78af6ac..4f3183f 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -201,17 +201,6 @@ dev = ["CacheControl[filecache,redis]", "black", "build", "cherrypy", "mypy", "p
 filecache = ["filelock (>=3.8.0)"]
 redis = ["redis (>=2.10.5)"]
 
-[[package]]
-name = "cachetools"
-version = "5.3.1"
-description = "Extensible memoizing collections and decorators"
-optional = false
-python-versions = ">=3.7"
-files = [
-    {file = "cachetools-5.3.1-py3-none-any.whl", hash = "sha256:95ef631eeaea14ba2e36f06437f36463aac3a096799e876ee55e5cdccb102590"},
-    {file = "cachetools-5.3.1.tar.gz", hash = "sha256:dce83f2d9b4e1f732a8cd44af8e8fab2dbe46201467fc98b3ef8f269092bf62b"},
-]
-
 [[package]]
 name = "certifi"
 version = "2023.7.22"
@@ -234,17 +223,6 @@ files = [
     {file = "cfgv-3.3.1.tar.gz", hash = "sha256:f5a830efb9ce7a445376bb66ec94c638a9787422f96264c98edc6bdeed8ab736"},
 ]
 
-[[package]]
-name = "chardet"
-version = "5.2.0"
-description = "Universal encoding detector for Python 3"
-optional = false
-python-versions = ">=3.7"
-files = [
-    {file = "chardet-5.2.0-py3-none-any.whl", hash = "sha256:e1cf59446890a00105fe7b7912492ea04b6e6f06d4b742b2c788469e34c82970"},
-    {file = "chardet-5.2.0.tar.gz", hash = "sha256:1b3b6ff479a8c414bc3fa2c0852995695c4a026dcd6d0633b2dd092ca39c1cf7"},
-]
-
 [[package]]
 name = "charset-normalizer"
 version = "3.2.0"
@@ -1571,25 +1549,6 @@ files = [
 [package.extras]
 plugins = ["importlib-metadata"]
 
-[[package]]
-name = "pyproject-api"
-version = "1.5.3"
-description = "API to interact with the python pyproject.toml based projects"
-optional = false
-python-versions = ">=3.7"
-files = [
-    {file = "pyproject_api-1.5.3-py3-none-any.whl", hash = "sha256:14cf09828670c7b08842249c1f28c8ee6581b872e893f81b62d5465bec41502f"},
-    {file = "pyproject_api-1.5.3.tar.gz", hash = "sha256:ffb5b2d7cad43f5b2688ab490de7c4d3f6f15e0b819cb588c4b771567c9729eb"},
-]
-
-[package.dependencies]
-packaging = ">=23.1"
-tomli = {version = ">=2.0.1", markers = "python_version < \"3.11\""}
-
-[package.extras]
-docs = ["furo (>=2023.5.20)", "sphinx (>=7.0.1)", "sphinx-autodoc-typehints (>=1.23,!=1.23.4)"]
-testing = ["covdefaults (>=2.3)", "importlib-metadata (>=6.6)", "pytest (>=7.3.1)", "pytest-cov (>=4.1)", "pytest-mock (>=3.10)", "setuptools (>=67.8)", "wheel (>=0.40)"]
-
 [[package]]
 name = "pytest"
 version = "7.2.1"
@@ -2280,33 +2239,6 @@ files = [
     {file = "tomlkit-0.11.8.tar.gz", hash = "sha256:9330fc7faa1db67b541b28e62018c17d20be733177d290a13b24c62d1614e0c3"},
 ]
 
-[[package]]
-name = "tox"
-version = "4.6.3"
-description = "tox is a generic virtualenv management and test command line tool"
-optional = false
-python-versions = ">=3.7"
-files = [
-    {file = "tox-4.6.3-py3-none-any.whl", hash = "sha256:2946a0bb38924c3a9f9575c7fb4ca1f4c11a7c69c61592f176778892155cb50c"},
-    {file = "tox-4.6.3.tar.gz", hash = "sha256:9e2c5091a117d03b583c57c4c40aecd068099c17d40520e7b165e85c19334534"},
-]
-
-[package.dependencies]
-cachetools = ">=5.3.1"
-chardet = ">=5.1"
-colorama = ">=0.4.6"
-filelock = ">=3.12.2"
-packaging = ">=23.1"
-platformdirs = ">=3.5.3"
-pluggy = ">=1"
-pyproject-api = ">=1.5.2"
-tomli = {version = ">=2.0.1", markers = "python_version < \"3.11\""}
-virtualenv = ">=20.23.1"
-
-[package.extras]
-docs = ["furo (>=2023.5.20)", "sphinx (>=7.0.1)", "sphinx-argparse-cli (>=1.11.1)", "sphinx-autodoc-typehints (>=1.23.2,!=1.23.4)", "sphinx-copybutton (>=0.5.2)", "sphinx-inline-tabs (>=2023.4.21)", "sphinxcontrib-towncrier (>=0.2.1a0)", "towncrier (>=23.6)"]
-testing = ["build[virtualenv] (>=0.10)", "covdefaults (>=2.3)", "detect-test-pollution (>=1.1.1)", "devpi-process (>=0.3.1)", "diff-cover (>=7.6)", "distlib (>=0.3.6)", "flaky (>=3.7)", "hatch-vcs (>=0.3)", "hatchling (>=1.17.1)", "psutil (>=5.9.5)", "pytest (>=7.3.2)", "pytest-cov (>=4.1)", "pytest-mock (>=3.11.1)", "pytest-xdist (>=3.3.1)", "re-assert (>=1.1)", "time-machine (>=2.10)", "wheel (>=0.40)"]
-
 [[package]]
 name = "tqdm"
 version = "4.66.0"
@@ -2477,4 +2409,4 @@ xarray = ["xarray"]
 [metadata]
 lock-version = "2.0"
 python-versions = "^3.9"
-content-hash = "cc73f98471f387b716e0aada48b265864e094b86ec35abfbbfe8214bfbf8d4a1"
+content-hash = "aff954a808fa756325c0c6839788d90591777b63a89615615ff57e3fd8c49a16"

From ab086bb08eec5e67549e9fc804eee2eff6d600eb Mon Sep 17 00:00:00 2001
From: Sergey Rybakov <srybakov@openweathermap.org>
Date: Tue, 15 Aug 2023 14:16:30 +0600
Subject: [PATCH 58/79] min-coverage added

---
 .github/workflows/on_push.yml    | 1 +
 .github/workflows/on_release.yml | 1 +
 2 files changed, 2 insertions(+)

diff --git a/.github/workflows/on_push.yml b/.github/workflows/on_push.yml
index a20c5c5..55b0e5f 100644
--- a/.github/workflows/on_push.yml
+++ b/.github/workflows/on_push.yml
@@ -11,3 +11,4 @@ jobs:
     with:
       package-name: deker
       python-version: '3.9'
+      min-coverage: 96
diff --git a/.github/workflows/on_release.yml b/.github/workflows/on_release.yml
index d487ca4..ca9fe36 100644
--- a/.github/workflows/on_release.yml
+++ b/.github/workflows/on_release.yml
@@ -13,6 +13,7 @@ jobs:
     uses: openweathermap/deker-actions/.github/workflows/tox.yml@master
     with:
       package-name: $PACKAGE_NAME
+      min-coverage: 96
 
   build_docs:
     needs: tox_tests

From b962b9028a78813f2b2e998327c25a34c936beaa Mon Sep 17 00:00:00 2001
From: Sergey Rybakov <srybakov@openweathermap.org>
Date: Tue, 15 Aug 2023 18:21:35 +0600
Subject: [PATCH 59/79] release flow fix

---
 .github/workflows/on_release.yml | 10 +++++-----
 1 file changed, 5 insertions(+), 5 deletions(-)

diff --git a/.github/workflows/on_release.yml b/.github/workflows/on_release.yml
index ca9fe36..5de87d5 100644
--- a/.github/workflows/on_release.yml
+++ b/.github/workflows/on_release.yml
@@ -19,18 +19,18 @@ jobs:
     needs: tox_tests
     uses: openweathermap/deker-actions/.github/workflows/docs_build.yml@master
 
-  publish_docs:
-    needs: build_docs
-    uses: openweathermap/deker-actions/.github/workflows/docs_publish.yml@master
-
   build_sdist:
     needs: [tox_tests, build_docs]
     name: Build source distribution
     uses: openweathermap/deker-actions/.github/workflows/build.yml@master
 
+  publish_docs:
+    needs: [build_docs, build_sdist]
+    uses: openweathermap/deker-actions/.github/workflows/docs_publish.yml@master
+
   upload_pypi:
     name: Publish source distribution
-    needs: build_sdist
+    needs: [build_docs, build_sdist]
     runs-on: ubuntu-latest
     permissions:
       id-token: write

From 3fb694493a9f4a36cbf0bc034fe9f33308a11f84 Mon Sep 17 00:00:00 2001
From: Sergey Rybakov <srybakov@openweathermap.org>
Date: Thu, 17 Aug 2023 19:28:59 +0600
Subject: [PATCH 60/79] README refactored + codecov badge

---
 README.md | 117 +++++++++++++++++++++---------------------------------
 1 file changed, 45 insertions(+), 72 deletions(-)

diff --git a/README.md b/README.md
index 3847483..635ef70 100644
--- a/README.md
+++ b/README.md
@@ -1,26 +1,24 @@
 # Deker
+
 ![image](docs/deker/images/logo_50.png)
 
-[![made-with-python](https://img.shields.io/badge/Made%20with-Python-1f425f.svg)](https://www.python.org/)
-[![made-with-sphinx-doc](https://img.shields.io/badge/Made%20with-Sphinx-1f425f.svg)](https://www.sphinx-doc.org/)
-[![PRs Welcome](https://img.shields.io/badge/PRs-welcome-brightgreen.svg?style=flat-square)](http://makeapullrequest.com)
+[![PyPI version shields.io](https://img.shields.io/pypi/v/deker.svg?color=0)](https://pypi.python.org/pypi/deker/)
+[![PyPI pyversions](https://img.shields.io/pypi/pyversions/deker.svg)](https://pypi.python.org/pypi/deker/) 
+[![GitHub license](https://badgen.net/github/license/openweathermap/deker)](https://github.com/openweathermap/deker/blob/main/LICENSE)
+[![codecov](https://codecov.io/gh/openweathermap/deker/branch/main/graph/badge.svg?token=Z5PA8JKSXW)](https://codecov.io/gh/openweathermap/deker)
+[![Code style: black](https://img.shields.io/badge/code%20style-black-000000.svg)](https://github.com/psf/black)
 
-[![PyPI pyversions](https://img.shields.io/pypi/pyversions/deker.svg)](https://pypi.python.org/pypi/deker/)
-[![PyPI version shields.io](https://img.shields.io/pypi/v/deker.svg)](https://pypi.python.org/pypi/deker/)
-[![GitHub license](https://badgen.net/github/license/openweathermap/deker)](https://github.com/openweathermap/deker/blob/main/LICENSE)  
-[![pipeline](https://github.com/openweathermap/deker/actions/workflows/on_release.yml/badge.svg)](https://github.com/openweathermap/deker/actions/workflows/on_release.yml)
-[![docs](https://github.com/openweathermap/deker/actions/workflows/on_release.yml/badge.svg)](https://github.com/openweathermap/deker/actions/workflows/on_release.yml)
 
-**Deker** is pure Python implementation of petabyte-scale highly parallel data storage engine for
+Deker is pure Python implementation of petabyte-scale highly parallel data storage engine for
 multidimensional arrays.
 
 Deker name comes from term *dekeract*, the [10-cube](https://en.wikipedia.org/wiki/10-cube).
 
 Deker was made with the following major goals in mind:
 
-   * provide intuitive interface for storing and accessing **huge data arrays**
-   * support **arbitrary number of data dimensions**
-   * be **thread and process safe** and as **lean on RAM** use as possible
+* provide intuitive interface for storing and accessing **huge data arrays**
+* support **arbitrary number of data dimensions**
+* be **thread and process safe** and as **lean on RAM** use as possible
 
 Deker empowers users to store and access a wide range of data types, virtually anything that can be
 represented as arrays, like **geospacial data**, **satellite images**, **machine learning models**,
@@ -33,85 +31,60 @@ dimensions and provides under the hood mechanisms to **partition** huge amounts
 ## Features
 
 * **Open source** under GPL 3.0
-* Scalable storage of huge virtual arrays via **tiling**
+* Scalabale storage of huge virtual arrays via **tiling**
 * **Parallel processing** of virtual array tiles
-* Own **locking** mechanism enabling arrays parallel read and write
+* Own **locking** mechanism enabling virtual arrays parallel read and write
 * Array level **metadata attributes**
 * **Fancy data slicing** using timestamps and named labels
-* Support for industry standard [NumPy](https://numpy.org/doc/stable/), [pandas](https://pandas.pydata.org/docs/) and 
-[Xarray](https://docs.xarray.dev/en/stable/)
+* Support for industry standard [NumPy](https://numpy.org/doc/stable/),
+  [pandas](https://pandas.pydata.org/docs/) and [Xarray](https://docs.xarray.dev/en/stable/)
 * Storage level data **compression and chunking** (via HDF5)
 
-
 ## Code and Documentation
 
 Open source implementation of Deker storage engine is published at
 
-  * https://github.com/openweathermap/deker
+* https://github.com/openweathermap/deker
 
 API documentation and tutorials for the current release could be found at
 
-  * https://docs.deker.io
-
-
-## Installation
+* https://docs.deker.io
 
-> **Apple Silicon (M series CPU)**  
-> 
-> Deker uses NumPy, and some NumPy types are unsupported on current NumPy arm64 version. So if you
-> want to use Deker library on Apple Silicon (M series CPU), you have to install x86_64 version of
-> Python using 
-> [Rosetta](https://developer.apple.com/documentation/apple-silicon/about-the-rosetta-translation-environment) 
-> x86_64 to arm64 dynamic binary translator.  
-> 
-> You may use the following [guide](https://sixty-north.com/blog/pyenv-apple-silicon.html) to install
-> x86_64 version of Python an then switch to that version in your Deker project using ``pyenv`` and
-> install Deker package as usual.
-
-
-### Deker
-```
-pip install deker
-```
+## Quick Start
 
+### Dependencies
 
-If you wish to convert your data into [Xarray](https://docs.xarray.dev/en/stable/getting-started-guide/installing.html) 
-or pandas *(or even some other)* objects:
+Minimal Python version for Deker is 3.9.
 
-```
-pip install deker[xarray]
-```
+Deker depends on the following third-party packages:
 
-Or you can install them separately::
-```
-pip install deker
-pip install xarray
-```
+* `numpy` >= 1.18
+* `attrs` >= 23.1.0
+* `tqdm` >= 4.64.1
+* `psutil` >= 5.9.5
+* `h5py` >= 3.8.0
+* `hdf5plugin` >= 4.0.1
 
-### Interactive Shell
+Also please not that for flexibility few internal Deker components are published as separate
+packages:
 
-``deker-shell`` is an interactive environment that enables you to manage and access Deker storage
-in a convenient way. It requires ``deker`` package to be installed manually before use as described
-above.
+* [`deker-local-adapters`](https://github.com/openweathermap/deker-local-adapters)
+* [`deker-tools`](https://github.com/openweathermap/deker-tools)
 
-To install interactive shell package
-```
-pip install deker deker-shell
-```
+### Install
 
-### Deker Tools
+To install Deker run:
 
-``deker-tools`` is an out-of-box battery which provides several useful tools and utilities to work
-with Deker data. You may find this package useful in projects, even if they are not related to
-Deker.
+   ```bash
+   pip install deker
+   ```
+Please refer to documentation for advanced topics such as running on Apple silicone or using Xarray
+with Deker API.
 
-To install Deker tools package:
-```
-pip install deker-tools
-```
+### First Steps
 
+Now you can write simple script to jump into Deker development:
 
-## Usage
 ```python
 from deker import Client, ArraySchema, DimensionSchema, TimeDimensionSchema
 from datetime import datetime, timedelta, timezone
@@ -120,7 +93,7 @@ import numpy as np
 # Where all data will be kept
 DEKER_URI = "file:///tmp/deker"
 
-# Define dimension schemas
+# Define 3-dimensional schema with to numeric and one time dimension
 dimensions = [
    DimensionSchema(name="y", size=128),
    DimensionSchema(name="x", size=128),
@@ -132,20 +105,20 @@ dimensions = [
    )
 ]
 
-# Define array schema with dtype and dimensions
+# Define array schema with float dtype and dimensions
 array_schema = ArraySchema(dtype=float, dimensions=dimensions)
 
 # Instantiate client using context manager
 with Client(DEKER_URI) as client:
    # Create collection
-   collection = client.create_collection("FIRST COLLECTION", array_schema)
+   collection = client.create_collection("my_collection", array_schema)
    
-   # Create array (You can pass primary and/or custom attributes defined in schema here)
+   # Create array
    array = collection.create()
    
-   # Write data
+   # Write some data
    array[:].update(np.ones(shape=array.shape))
    
-   # Read data
+   # And read the data back
    data = array[:].read()
 ```

From 8e0ccde745eb3b0edb6a331ef7d4bb5d44513304 Mon Sep 17 00:00:00 2001
From: Sergey Rybakov <srybakov@openweathermap.org>
Date: Thu, 17 Aug 2023 19:47:15 +0600
Subject: [PATCH 61/79] codecov badge for main brunch

---
 README.md | 3 +--
 1 file changed, 1 insertion(+), 2 deletions(-)

diff --git a/README.md b/README.md
index 635ef70..40c5a2b 100644
--- a/README.md
+++ b/README.md
@@ -5,10 +5,9 @@
 [![PyPI version shields.io](https://img.shields.io/pypi/v/deker.svg?color=0)](https://pypi.python.org/pypi/deker/)
 [![PyPI pyversions](https://img.shields.io/pypi/pyversions/deker.svg)](https://pypi.python.org/pypi/deker/) 
 [![GitHub license](https://badgen.net/github/license/openweathermap/deker)](https://github.com/openweathermap/deker/blob/main/LICENSE)
-[![codecov](https://codecov.io/gh/openweathermap/deker/branch/main/graph/badge.svg?token=Z5PA8JKSXW)](https://codecov.io/gh/openweathermap/deker)
+[![codecov](https://codecov.io/gh/openweathermap/deker/branch/main/graph/badge.svg?token=Z040BQWIOR)](https://codecov.io/gh/openweathermap/deker)
 [![Code style: black](https://img.shields.io/badge/code%20style-black-000000.svg)](https://github.com/psf/black)
 
-
 Deker is pure Python implementation of petabyte-scale highly parallel data storage engine for
 multidimensional arrays.
 

From 32bc032a19998b42d5ac6ffc60019a472da5c69b Mon Sep 17 00:00:00 2001
From: Sergey Rybakov <srybakov@openweathermap.org>
Date: Thu, 17 Aug 2023 20:11:01 +0600
Subject: [PATCH 62/79] gitignore fix

---
 .gitignore | 1 -
 1 file changed, 1 deletion(-)

diff --git a/.gitignore b/.gitignore
index 9a40230..fe7f5b1 100644
--- a/.gitignore
+++ b/.gitignore
@@ -151,7 +151,6 @@ deker/tmp.py
 tmp.py
 tmp/
 .DS_Store
-.python-version
 build
 .ruff_cache/
 dist/

From be2ff9253fd3ab2082fd781dc270f786f68c9b73 Mon Sep 17 00:00:00 2001
From: Sergey Rybakov <srybakov@openweathermap.org>
Date: Thu, 17 Aug 2023 21:56:05 +0600
Subject: [PATCH 63/79] extras added

---
 poetry.lock    | 2412 ------------------------------------------------
 pyproject.toml |   21 +-
 2 files changed, 14 insertions(+), 2419 deletions(-)
 delete mode 100644 poetry.lock

diff --git a/poetry.lock b/poetry.lock
deleted file mode 100644
index 4f3183f..0000000
--- a/poetry.lock
+++ /dev/null
@@ -1,2412 +0,0 @@
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-[package.dependencies]
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-[package.dependencies]
-Sphinx = ">=5"
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-[package.extras]
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-[package.dependencies]
-pathspec = ">=0.9.0"
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-[[package]]
-name = "stevedore"
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-[package.dependencies]
-pbr = ">=2.0.0,<2.1.0 || >2.1.0"
-
-[[package]]
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-
-[package.extras]
-widechars = ["wcwidth"]
-
-[[package]]
-name = "termcolor"
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-description = "ANSI color formatting for output in terminal"
-optional = false
-python-versions = ">=3.7"
-files = [
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-
-[package.extras]
-tests = ["pytest", "pytest-cov"]
-
-[[package]]
-name = "tomli"
-version = "2.0.1"
-description = "A lil' TOML parser"
-optional = false
-python-versions = ">=3.7"
-files = [
-    {file = "tomli-2.0.1-py3-none-any.whl", hash = "sha256:939de3e7a6161af0c887ef91b7d41a53e7c5a1ca976325f429cb46ea9bc30ecc"},
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-]
-
-[[package]]
-name = "tomlkit"
-version = "0.11.8"
-description = "Style preserving TOML library"
-optional = false
-python-versions = ">=3.7"
-files = [
-    {file = "tomlkit-0.11.8-py3-none-any.whl", hash = "sha256:8c726c4c202bdb148667835f68d68780b9a003a9ec34167b6c673b38eff2a171"},
-    {file = "tomlkit-0.11.8.tar.gz", hash = "sha256:9330fc7faa1db67b541b28e62018c17d20be733177d290a13b24c62d1614e0c3"},
-]
-
-[[package]]
-name = "tqdm"
-version = "4.66.0"
-description = "Fast, Extensible Progress Meter"
-optional = false
-python-versions = ">=3.7"
-files = [
-    {file = "tqdm-4.66.0-py3-none-any.whl", hash = "sha256:39d459c7140b7890174e69d4d68d6291bc774a55b4bc5d93c0b760798ac5a03e"},
-    {file = "tqdm-4.66.0.tar.gz", hash = "sha256:cc6e7e52202d894e66632c5c8a9330bd0e3ff35d2965c93ca832114a3d865362"},
-]
-
-[package.dependencies]
-colorama = {version = "*", markers = "platform_system == \"Windows\""}
-
-[package.extras]
-dev = ["pytest (>=6)", "pytest-cov", "pytest-timeout", "pytest-xdist"]
-notebook = ["ipywidgets (>=6)"]
-slack = ["slack-sdk"]
-telegram = ["requests"]
-
-[[package]]
-name = "typer"
-version = "0.7.0"
-description = "Typer, build great CLIs. Easy to code. Based on Python type hints."
-optional = false
-python-versions = ">=3.6"
-files = [
-    {file = "typer-0.7.0-py3-none-any.whl", hash = "sha256:b5e704f4e48ec263de1c0b3a2387cd405a13767d2f907f44c1a08cbad96f606d"},
-    {file = "typer-0.7.0.tar.gz", hash = "sha256:ff797846578a9f2a201b53442aedeb543319466870fbe1c701eab66dd7681165"},
-]
-
-[package.dependencies]
-click = ">=7.1.1,<9.0.0"
-
-[package.extras]
-all = ["colorama (>=0.4.3,<0.5.0)", "rich (>=10.11.0,<13.0.0)", "shellingham (>=1.3.0,<2.0.0)"]
-dev = ["autoflake (>=1.3.1,<2.0.0)", "flake8 (>=3.8.3,<4.0.0)", "pre-commit (>=2.17.0,<3.0.0)"]
-doc = ["cairosvg (>=2.5.2,<3.0.0)", "mdx-include (>=1.4.1,<2.0.0)", "mkdocs (>=1.1.2,<2.0.0)", "mkdocs-material (>=8.1.4,<9.0.0)", "pillow (>=9.3.0,<10.0.0)"]
-test = ["black (>=22.3.0,<23.0.0)", "coverage (>=6.2,<7.0)", "isort (>=5.0.6,<6.0.0)", "mypy (==0.910)", "pytest (>=4.4.0,<8.0.0)", "pytest-cov (>=2.10.0,<5.0.0)", "pytest-sugar (>=0.9.4,<0.10.0)", "pytest-xdist (>=1.32.0,<4.0.0)", "rich (>=10.11.0,<13.0.0)", "shellingham (>=1.3.0,<2.0.0)"]
-
-[[package]]
-name = "typing-extensions"
-version = "4.7.1"
-description = "Backported and Experimental Type Hints for Python 3.7+"
-optional = false
-python-versions = ">=3.7"
-files = [
-    {file = "typing_extensions-4.7.1-py3-none-any.whl", hash = "sha256:440d5dd3af93b060174bf433bccd69b0babc3b15b1a8dca43789fd7f61514b36"},
-    {file = "typing_extensions-4.7.1.tar.gz", hash = "sha256:b75ddc264f0ba5615db7ba217daeb99701ad295353c45f9e95963337ceeeffb2"},
-]
-
-[[package]]
-name = "typing-inspect"
-version = "0.9.0"
-description = "Runtime inspection utilities for typing module."
-optional = false
-python-versions = "*"
-files = [
-    {file = "typing_inspect-0.9.0-py3-none-any.whl", hash = "sha256:9ee6fc59062311ef8547596ab6b955e1b8aa46242d854bfc78f4f6b0eff35f9f"},
-    {file = "typing_inspect-0.9.0.tar.gz", hash = "sha256:b23fc42ff6f6ef6954e4852c1fb512cdd18dbea03134f91f856a95ccc9461f78"},
-]
-
-[package.dependencies]
-mypy-extensions = ">=0.3.0"
-typing-extensions = ">=3.7.4"
-
-[[package]]
-name = "tzdata"
-version = "2023.3"
-description = "Provider of IANA time zone data"
-optional = false
-python-versions = ">=2"
-files = [
-    {file = "tzdata-2023.3-py2.py3-none-any.whl", hash = "sha256:7e65763eef3120314099b6939b5546db7adce1e7d6f2e179e3df563c70511eda"},
-    {file = "tzdata-2023.3.tar.gz", hash = "sha256:11ef1e08e54acb0d4f95bdb1be05da659673de4acbd21bf9c69e94cc5e907a3a"},
-]
-
-[[package]]
-name = "urllib3"
-version = "2.0.4"
-description = "HTTP library with thread-safe connection pooling, file post, and more."
-optional = false
-python-versions = ">=3.7"
-files = [
-    {file = "urllib3-2.0.4-py3-none-any.whl", hash = "sha256:de7df1803967d2c2a98e4b11bb7d6bd9210474c46e8a0401514e3a42a75ebde4"},
-    {file = "urllib3-2.0.4.tar.gz", hash = "sha256:8d22f86aae8ef5e410d4f539fde9ce6b2113a001bb4d189e0aed70642d602b11"},
-]
-
-[package.extras]
-brotli = ["brotli (>=1.0.9)", "brotlicffi (>=0.8.0)"]
-secure = ["certifi", "cryptography (>=1.9)", "idna (>=2.0.0)", "pyopenssl (>=17.1.0)", "urllib3-secure-extra"]
-socks = ["pysocks (>=1.5.6,!=1.5.7,<2.0)"]
-zstd = ["zstandard (>=0.18.0)"]
-
-[[package]]
-name = "virtualenv"
-version = "20.24.2"
-description = "Virtual Python Environment builder"
-optional = false
-python-versions = ">=3.7"
-files = [
-    {file = "virtualenv-20.24.2-py3-none-any.whl", hash = "sha256:43a3052be36080548bdee0b42919c88072037d50d56c28bd3f853cbe92b953ff"},
-    {file = "virtualenv-20.24.2.tar.gz", hash = "sha256:fd8a78f46f6b99a67b7ec5cf73f92357891a7b3a40fd97637c27f854aae3b9e0"},
-]
-
-[package.dependencies]
-distlib = ">=0.3.7,<1"
-filelock = ">=3.12.2,<4"
-platformdirs = ">=3.9.1,<4"
-
-[package.extras]
-docs = ["furo (>=2023.5.20)", "proselint (>=0.13)", "sphinx (>=7.0.1)", "sphinx-argparse (>=0.4)", "sphinxcontrib-towncrier (>=0.2.1a0)", "towncrier (>=23.6)"]
-test = ["covdefaults (>=2.3)", "coverage (>=7.2.7)", "coverage-enable-subprocess (>=1)", "flaky (>=3.7)", "packaging (>=23.1)", "pytest (>=7.4)", "pytest-env (>=0.8.2)", "pytest-freezer (>=0.4.8)", "pytest-mock (>=3.11.1)", "pytest-randomly (>=3.12)", "pytest-timeout (>=2.1)", "setuptools (>=68)", "time-machine (>=2.10)"]
-
-[[package]]
-name = "webencodings"
-version = "0.5.1"
-description = "Character encoding aliases for legacy web content"
-optional = false
-python-versions = "*"
-files = [
-    {file = "webencodings-0.5.1-py2.py3-none-any.whl", hash = "sha256:a0af1213f3c2226497a97e2b3aa01a7e4bee4f403f95be16fc9acd2947514a78"},
-    {file = "webencodings-0.5.1.tar.gz", hash = "sha256:b36a1c245f2d304965eb4e0a82848379241dc04b865afcc4aab16748587e1923"},
-]
-
-[[package]]
-name = "xarray"
-version = "2023.7.0"
-description = "N-D labeled arrays and datasets in Python"
-optional = false
-python-versions = ">=3.9"
-files = [
-    {file = "xarray-2023.7.0-py3-none-any.whl", hash = "sha256:af8b55bf78b792b8ad9326eb9d89980602f1a51e93d8465b445aeea3accca27e"},
-    {file = "xarray-2023.7.0.tar.gz", hash = "sha256:dace2fdbf1b7ff185d9c1226a24bf83c2ae52f3253dbfe80e17d1162600d055c"},
-]
-
-[package.dependencies]
-numpy = ">=1.21"
-packaging = ">=21.3"
-pandas = ">=1.4"
-
-[package.extras]
-accel = ["bottleneck", "flox", "numbagg", "scipy"]
-complete = ["bottleneck", "cftime", "dask[complete]", "flox", "fsspec", "h5netcdf", "matplotlib", "nc-time-axis", "netCDF4", "numbagg", "pooch", "pydap", "scipy", "seaborn", "zarr"]
-docs = ["bottleneck", "cftime", "dask[complete]", "flox", "fsspec", "h5netcdf", "ipykernel", "ipython", "jupyter-client", "matplotlib", "nbsphinx", "nc-time-axis", "netCDF4", "numbagg", "pooch", "pydap", "scanpydoc", "scipy", "seaborn", "sphinx-autosummary-accessors", "sphinx-rtd-theme", "zarr"]
-io = ["cftime", "fsspec", "h5netcdf", "netCDF4", "pooch", "pydap", "scipy", "zarr"]
-parallel = ["dask[complete]"]
-viz = ["matplotlib", "nc-time-axis", "seaborn"]
-
-[[package]]
-name = "zipp"
-version = "3.16.2"
-description = "Backport of pathlib-compatible object wrapper for zip files"
-optional = false
-python-versions = ">=3.8"
-files = [
-    {file = "zipp-3.16.2-py3-none-any.whl", hash = "sha256:679e51dd4403591b2d6838a48de3d283f3d188412a9782faadf845f298736ba0"},
-    {file = "zipp-3.16.2.tar.gz", hash = "sha256:ebc15946aa78bd63458992fc81ec3b6f7b1e92d51c35e6de1c3804e73b799147"},
-]
-
-[package.extras]
-docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
-testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-ignore-flaky", "pytest-mypy (>=0.9.1)", "pytest-ruff"]
-
-[extras]
-xarray = ["xarray"]
-
-[metadata]
-lock-version = "2.0"
-python-versions = "^3.9"
-content-hash = "aff954a808fa756325c0c6839788d90591777b63a89615615ff57e3fd8c49a16"
diff --git a/pyproject.toml b/pyproject.toml
index 32f5e97..573cb7f 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -36,6 +36,9 @@ classifiers = [
 
 [tool.poetry.extras]
 xarray = ["xarray"]
+server-adapters = ["deker-server-adapters"]
+shell = ["deker-shell"]
+all = ["deker-shell", "deker-server-adapters", "xarray"]
 
 [tool.poetry-dynamic-versioning]
 vcs = "git"
@@ -43,15 +46,15 @@ style = "semver"
 metadata = false
 
 [[tool.poetry.source]]
-name = "testpypi"
+name = "PyPI"
+priority = "primary"
+
+[[tool.poetry.source]]
+name = "TestPyPI"
 url = "https://test.pypi.org/simple/"
 priority = "supplemental"
 
 
-                                ####################
-                                ### DEPENDENCIES ###
-                                ####################
-
 [tool.poetry.dependencies]
 python = "^3.9"
 numpy = "^1.18"
@@ -61,7 +64,10 @@ tqdm = "^4.64.1"
 psutil = "^5.9.5"
 xarray = {version = "^2023.5.0", optional = true}
 #deker-local-adapters = "1.0.1"
-deker-local-adapters = { version = "1.0.1b", source = "testpypi" }
+deker-local-adapters = {version = "^1.0.1b2", source = "TestPyPI"}
+#deker-server-adapters = "^1.0.0"
+deker-server-adapters = {version = "^1.0.0rc0", source = "TestPyPI"}
+deker-shell = { version = "^1.0.0", optional = true }
 
 [tool.poetry.group.dev.dependencies]
 black = "23.1.0"
@@ -86,8 +92,9 @@ pytest-random-order = "1.1.0"
 ssort = "0.11.6"
 deepdiff = "6.3.0"
 pytest-mock = "3.10.0"
-xarray = "^2023.5.0"
 bandit = "1.7.5"
+xarray = "^2023.5.0"
+
 
 [tool.poetry.group.docs.dependencies]
 docutils = "0.17"

From 847f4666e2be8f7ac83809e37d707493da4e0ce5 Mon Sep 17 00:00:00 2001
From: Sergey Rybakov <srybakov@openweathermap.org>
Date: Thu, 17 Aug 2023 21:56:32 +0600
Subject: [PATCH 64/79] poetry lock

---
 poetry.lock | 2662 +++++++++++++++++++++++++++++++++++++++++++++++++++
 1 file changed, 2662 insertions(+)
 create mode 100644 poetry.lock

diff --git a/poetry.lock b/poetry.lock
new file mode 100644
index 0000000..7f84b62
--- /dev/null
+++ b/poetry.lock
@@ -0,0 +1,2662 @@
+# This file is automatically @generated by Poetry 1.5.1 and should not be changed by hand.
+
+[[package]]
+name = "alabaster"
+version = "0.7.13"
+description = "A configurable sidebar-enabled Sphinx theme"
+optional = false
+python-versions = ">=3.6"
+files = [
+    {file = "alabaster-0.7.13-py3-none-any.whl", hash = "sha256:1ee19aca801bbabb5ba3f5f258e4422dfa86f82f3e9cefb0859b283cdd7f62a3"},
+    {file = "alabaster-0.7.13.tar.gz", hash = "sha256:a27a4a084d5e690e16e01e03ad2b2e552c61a65469419b907243193de1a84ae2"},
+]
+
+[[package]]
+name = "anyio"
+version = "3.7.1"
+description = "High level compatibility layer for multiple asynchronous event loop implementations"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "anyio-3.7.1-py3-none-any.whl", hash = "sha256:91dee416e570e92c64041bd18b900d1d6fa78dff7048769ce5ac5ddad004fbb5"},
+    {file = "anyio-3.7.1.tar.gz", hash = "sha256:44a3c9aba0f5defa43261a8b3efb97891f2bd7d804e0e1f56419befa1adfc780"},
+]
+
+[package.dependencies]
+exceptiongroup = {version = "*", markers = "python_version < \"3.11\""}
+idna = ">=2.8"
+sniffio = ">=1.1"
+
+[package.extras]
+doc = ["Sphinx", "packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphinx-rtd-theme (>=1.2.2)", "sphinxcontrib-jquery"]
+test = ["anyio[trio]", "coverage[toml] (>=4.5)", "hypothesis (>=4.0)", "mock (>=4)", "psutil (>=5.9)", "pytest (>=7.0)", "pytest-mock (>=3.6.1)", "trustme", "uvloop (>=0.17)"]
+trio = ["trio (<0.22)"]
+
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+description = "Measures the displayed width of unicode strings in a terminal"
+optional = true
+python-versions = "*"
+files = [
+    {file = "wcwidth-0.2.6-py2.py3-none-any.whl", hash = "sha256:795b138f6875577cd91bba52baf9e445cd5118fd32723b460e30a0af30ea230e"},
+    {file = "wcwidth-0.2.6.tar.gz", hash = "sha256:a5220780a404dbe3353789870978e472cfe477761f06ee55077256e509b156d0"},
+]
+
+[[package]]
+name = "webencodings"
+version = "0.5.1"
+description = "Character encoding aliases for legacy web content"
+optional = false
+python-versions = "*"
+files = [
+    {file = "webencodings-0.5.1-py2.py3-none-any.whl", hash = "sha256:a0af1213f3c2226497a97e2b3aa01a7e4bee4f403f95be16fc9acd2947514a78"},
+    {file = "webencodings-0.5.1.tar.gz", hash = "sha256:b36a1c245f2d304965eb4e0a82848379241dc04b865afcc4aab16748587e1923"},
+]
+
+[[package]]
+name = "xarray"
+version = "2023.7.0"
+description = "N-D labeled arrays and datasets in Python"
+optional = false
+python-versions = ">=3.9"
+files = [
+    {file = "xarray-2023.7.0-py3-none-any.whl", hash = "sha256:af8b55bf78b792b8ad9326eb9d89980602f1a51e93d8465b445aeea3accca27e"},
+    {file = "xarray-2023.7.0.tar.gz", hash = "sha256:dace2fdbf1b7ff185d9c1226a24bf83c2ae52f3253dbfe80e17d1162600d055c"},
+]
+
+[package.dependencies]
+numpy = ">=1.21"
+packaging = ">=21.3"
+pandas = ">=1.4"
+
+[package.extras]
+accel = ["bottleneck", "flox", "numbagg", "scipy"]
+complete = ["bottleneck", "cftime", "dask[complete]", "flox", "fsspec", "h5netcdf", "matplotlib", "nc-time-axis", "netCDF4", "numbagg", "pooch", "pydap", "scipy", "seaborn", "zarr"]
+docs = ["bottleneck", "cftime", "dask[complete]", "flox", "fsspec", "h5netcdf", "ipykernel", "ipython", "jupyter-client", "matplotlib", "nbsphinx", "nc-time-axis", "netCDF4", "numbagg", "pooch", "pydap", "scanpydoc", "scipy", "seaborn", "sphinx-autosummary-accessors", "sphinx-rtd-theme", "zarr"]
+io = ["cftime", "fsspec", "h5netcdf", "netCDF4", "pooch", "pydap", "scipy", "zarr"]
+parallel = ["dask[complete]"]
+viz = ["matplotlib", "nc-time-axis", "seaborn"]
+
+[[package]]
+name = "zipp"
+version = "3.16.2"
+description = "Backport of pathlib-compatible object wrapper for zip files"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "zipp-3.16.2-py3-none-any.whl", hash = "sha256:679e51dd4403591b2d6838a48de3d283f3d188412a9782faadf845f298736ba0"},
+    {file = "zipp-3.16.2.tar.gz", hash = "sha256:ebc15946aa78bd63458992fc81ec3b6f7b1e92d51c35e6de1c3804e73b799147"},
+]
+
+[package.extras]
+docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
+testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-ignore-flaky", "pytest-mypy (>=0.9.1)", "pytest-ruff"]
+
+[extras]
+all = ["deker-server-adapters", "deker-shell", "xarray"]
+server-adapters = ["deker-server-adapters"]
+shell = ["deker-shell"]
+xarray = ["xarray"]
+
+[metadata]
+lock-version = "2.0"
+python-versions = "^3.9"
+content-hash = "73502e8943bbc765ed8084ab21542194196a28c56982eac29524d38e41df6c4a"

From d732025f26ccfbb31790a3c35f69b816e7798640 Mon Sep 17 00:00:00 2001
From: Sergey Rybakov <srybakov@openweathermap.org>
Date: Thu, 17 Aug 2023 22:09:25 +0600
Subject: [PATCH 65/79] deps fixed

---
 pyproject.toml | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index 573cb7f..161342b 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -65,8 +65,8 @@ psutil = "^5.9.5"
 xarray = {version = "^2023.5.0", optional = true}
 #deker-local-adapters = "1.0.1"
 deker-local-adapters = {version = "^1.0.1b2", source = "TestPyPI"}
-#deker-server-adapters = "^1.0.0"
-deker-server-adapters = {version = "^1.0.0rc0", source = "TestPyPI"}
+#deker-server-adapters = {version = "^1.0.0r", optional = true}
+deker-server-adapters = {version = "^1.0.0rc0", optional = true, source = "TestPyPI"}
 deker-shell = { version = "^1.0.0", optional = true }
 
 [tool.poetry.group.dev.dependencies]

From 36cacb1daee1623b9d7b3aa489cbd368418cd68b Mon Sep 17 00:00:00 2001
From: Sergey Rybakov <srybakov@openweathermap.org>
Date: Thu, 17 Aug 2023 22:10:11 +0600
Subject: [PATCH 66/79] deps fixed

---
 poetry.lock | 20 ++++++++++----------
 1 file changed, 10 insertions(+), 10 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 7f84b62..72d70d1 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -15,7 +15,7 @@ files = [
 name = "anyio"
 version = "3.7.1"
 description = "High level compatibility layer for multiple asynchronous event loop implementations"
-optional = false
+optional = true
 python-versions = ">=3.7"
 files = [
     {file = "anyio-3.7.1-py3-none-any.whl", hash = "sha256:91dee416e570e92c64041bd18b900d1d6fa78dff7048769ce5ac5ddad004fbb5"},
@@ -499,7 +499,7 @@ reference = "TestPyPI"
 name = "deker-server-adapters"
 version = "1.0.0rc0"
 description = "Plugin with server adapters for Deker"
-optional = false
+optional = true
 python-versions = ">=3.9,<4.0"
 files = [
     {file = "deker_server_adapters-1.0.0rc0.tar.gz", hash = "sha256:cfa5bc35524475ffc2cc7ff6e44c0ad9677e707372ba4cdad2c0aa86bcf8ca7c"},
@@ -798,7 +798,7 @@ gitdb = ">=4.0.1,<5"
 name = "h11"
 version = "0.14.0"
 description = "A pure-Python, bring-your-own-I/O implementation of HTTP/1.1"
-optional = false
+optional = true
 python-versions = ">=3.7"
 files = [
     {file = "h11-0.14.0-py3-none-any.whl", hash = "sha256:e3fe4ac4b851c468cc8363d500db52c2ead036020723024a109d37346efaa761"},
@@ -809,7 +809,7 @@ files = [
 name = "h2"
 version = "4.1.0"
 description = "HTTP/2 State-Machine based protocol implementation"
-optional = false
+optional = true
 python-versions = ">=3.6.1"
 files = [
     {file = "h2-4.1.0-py3-none-any.whl", hash = "sha256:03a46bcf682256c95b5fd9e9a99c1323584c3eec6440d379b9903d709476bc6d"},
@@ -878,7 +878,7 @@ dev = ["sphinx", "sphinx-rtd-theme"]
 name = "hpack"
 version = "4.0.0"
 description = "Pure-Python HPACK header compression"
-optional = false
+optional = true
 python-versions = ">=3.6.1"
 files = [
     {file = "hpack-4.0.0-py3-none-any.whl", hash = "sha256:84a076fad3dc9a9f8063ccb8041ef100867b1878b25ef0ee63847a5d53818a6c"},
@@ -910,7 +910,7 @@ lxml = ["lxml"]
 name = "httpcore"
 version = "0.17.3"
 description = "A minimal low-level HTTP client."
-optional = false
+optional = true
 python-versions = ">=3.7"
 files = [
     {file = "httpcore-0.17.3-py3-none-any.whl", hash = "sha256:c2789b767ddddfa2a5782e3199b2b7f6894540b17b16ec26b2c4d8e103510b87"},
@@ -931,7 +931,7 @@ socks = ["socksio (==1.*)"]
 name = "httpx"
 version = "0.24.1"
 description = "The next generation HTTP client."
-optional = false
+optional = true
 python-versions = ">=3.7"
 files = [
     {file = "httpx-0.24.1-py3-none-any.whl", hash = "sha256:06781eb9ac53cde990577af654bd990a4949de37a28bdb4a230d434f3a30b9bd"},
@@ -955,7 +955,7 @@ socks = ["socksio (==1.*)"]
 name = "hyperframe"
 version = "6.0.1"
 description = "HTTP/2 framing layer for Python"
-optional = false
+optional = true
 python-versions = ">=3.6.1"
 files = [
     {file = "hyperframe-6.0.1-py3-none-any.whl", hash = "sha256:0ec6bafd80d8ad2195c4f03aacba3a8265e57bc4cff261e802bf39970ed02a15"},
@@ -2094,7 +2094,7 @@ files = [
 name = "sniffio"
 version = "1.3.0"
 description = "Sniff out which async library your code is running under"
-optional = false
+optional = true
 python-versions = ">=3.7"
 files = [
     {file = "sniffio-1.3.0-py3-none-any.whl", hash = "sha256:eecefdce1e5bbfb7ad2eeaabf7c1eeb404d7757c379bd1f7e5cce9d8bf425384"},
@@ -2659,4 +2659,4 @@ xarray = ["xarray"]
 [metadata]
 lock-version = "2.0"
 python-versions = "^3.9"
-content-hash = "73502e8943bbc765ed8084ab21542194196a28c56982eac29524d38e41df6c4a"
+content-hash = "ec256f9a05df6736329b9e8c836d5a8739519e5a6366b8876b78d52d9c1ec7dc"

From 67aab57efc6afc056e733cb27c15804a107bfe98 Mon Sep 17 00:00:00 2001
From: matveyvarg <matveyvarg@gmail.com>
Date: Thu, 17 Aug 2023 18:22:22 +0200
Subject: [PATCH 67/79] server adapters docs

---
 docs/deker/connecting_to_server.rst | 110 ++++++++++++++++++++++++++++
 docs/deker/installation.rst         |  19 +++++
 docs/index.rst                      |   2 +
 3 files changed, 131 insertions(+)
 create mode 100644 docs/deker/connecting_to_server.rst

diff --git a/docs/deker/connecting_to_server.rst b/docs/deker/connecting_to_server.rst
new file mode 100644
index 0000000..0e50f6d
--- /dev/null
+++ b/docs/deker/connecting_to_server.rst
@@ -0,0 +1,110 @@
+********************
+Connecting to Server
+********************
+
+To access data remotely stored on [OpenWeather](https://openweathermap.org) managed Deker server infrastructure, you need to use server adapters
+
+It is an original OpenWeather plugin, based on `httpx <https://www.python-httpx.org/>`_
+with HTTP 2.0 support that allows your local client to communicate with remote server instances of Deker.
+
+Deker will automatically find and initialize this plugin if it is installed in current environment.
+
+.. attention::
+   You must install ``deker-server-adapters`` package , for details refer to the `Installation page`_
+
+
+Usage
+=========
+To use server version, you have to initialize Deker's Client with an uri  which contains ``http/https`` schema.
+
+.. code-block:: python
+
+    from deker import Client
+    client = Client("http://{url-to-deker-server}") # As simple as that
+
+And now the client will communicate with Deker server
+
+If authentication is enabled on the Deker server, you can provide credentials by adding it yo the url like this:
+
+.. code-block:: python
+  
+   from deker import client
+   client = Client("https://{username}:{password}@{url-to-deker-server}")
+
+Configuration
+=============
+Server adapters use ``httpx client`` under the hood. You can configure its behaviour by passing
+keyword arguments to the ``httpx_conf`` argument of the Deker's Client
+
+.. code-block:: python
+
+    import httpx
+    from deker import Client
+
+    limits = httpx.Limits(max_keepalive_connections=5, max_connections=10)
+    client = Client("http://{url-to-deker-server}", httpx_conf={'http2': False, 'timeout': 10, 'limits': limits})
+
+Full list of available config you can find at `httpx website <https://www.python-httpx.org/api/#client>`_
+
+By default, adapters' ``httpx client`` has following settings:
+
+.. list-table::
+   :header-rows: 1
+
+   * - Key
+     - Type
+     - Default Value
+   * - verify
+     - bool
+     - True
+   * - http2
+     - bool
+     - True
+   * - timeout
+     - Optional[float]
+     - None
+
+Errors
+=========
+
+.. py:exception:: DekerServerError(response: Response, message: str)
+   
+   Bases: :class:`DekerBaseApplicationError`
+   
+   Server error, which is raised on any non-specific ocasion (like 5xx status from server)
+   
+   :param response: Httpx Response
+   :param message: Message of exception
+
+.. py:exception:: DekerTimeoutServer
+
+   Bases: :class:`DekerServerError`
+
+   This exception is raised on any timeout (Httpx's Timeout exception or 504 status )
+
+.. py:exception:: DekerBaseRateLimitError(message: str, limit: Optional[int], remaining: Optional[int], reset: Optional[int])
+
+   Bases: :class:`DekerBaseApplicationError`
+
+
+
+   :param message: Exception message
+   :param limit: What is the limit for the user (requests per second)
+   :param remaining: How much is left (requests per second)
+   :param reset: When limits will be reset
+
+.. py:exception:: DekerRateLimitError
+
+   Bases: :class:`DekerBaseRateLimitError`
+
+
+   If user's limit is exceeded
+
+.. py:exception:: DekerDataPointsLimitError
+
+   Bases: :class:`DekerBaseRateLimitError`
+
+   If requested subset exceeds quota
+
+.. _Installation page: installation.html
+
diff --git a/docs/deker/installation.rst b/docs/deker/installation.rst
index 2c2410f..cf5d2bd 100755
--- a/docs/deker/installation.rst
+++ b/docs/deker/installation.rst
@@ -84,3 +84,22 @@ Deker.
 To install Deker tools package::
 
    pip install deker-tools
+
+Server Adapters
+===============
+
+It is an original OpenWeather plugin, based on `httpx <https://www.python-httpx.org/>`_
+with HTTP 2.0 support that allows to your local client communicate with remote server instances of Deker.
+
+If you don't have Deker yet
+
+.. code-block:: bash
+
+    pip install deker[server-adapters]
+
+If you already have installed Deker, you can simply install plugin to use it.
+
+.. code-block:: bash
+
+    pip install deker-server-adapters
+
diff --git a/docs/index.rst b/docs/index.rst
index 8ecee72..3397cab 100644
--- a/docs/index.rst
+++ b/docs/index.rst
@@ -8,6 +8,8 @@
    Fine Tuning <deker/fine_tuning>
    Interactive Shell <deker/shell>
    Deker Tools <deker/tools>
+   Connecting to Server <deker/connecting_to_server>
+
 
 .. toctree::
    :hidden:

From ed29260e0b6b5dcc1c513f8606189364fce0af82 Mon Sep 17 00:00:00 2001
From: Sergey Rybakov <srybakov@openweathermap.org>
Date: Thu, 17 Aug 2023 22:44:07 +0600
Subject: [PATCH 68/79] readme fix

---
 README.md | 1 +
 1 file changed, 1 insertion(+)

diff --git a/README.md b/README.md
index 40c5a2b..f309ff4 100644
--- a/README.md
+++ b/README.md
@@ -68,6 +68,7 @@ Also please not that for flexibility few internal Deker components are published
 packages:
 
 * [`deker-local-adapters`](https://github.com/openweathermap/deker-local-adapters)
+* [`deker-server-adapters`](https://github.com/openweathermap/deker-server-adapters)
 * [`deker-tools`](https://github.com/openweathermap/deker-tools)
 
 ### Install

From a8ef14d4b1199f09fe34eeac79c5092a446e7257 Mon Sep 17 00:00:00 2001
From: Sergey Rybakov <srybakov@openweathermap.org>
Date: Thu, 17 Aug 2023 23:28:25 +0600
Subject: [PATCH 69/79] docs and readme fixed

---
 docs/deker/connecting_to_server.rst | 54 ++++++++++++++------------
 docs/deker/installation.rst         | 60 ++++++++++++++++++++---------
 2 files changed, 72 insertions(+), 42 deletions(-)

diff --git a/docs/deker/connecting_to_server.rst b/docs/deker/connecting_to_server.rst
index 0e50f6d..04ea105 100644
--- a/docs/deker/connecting_to_server.rst
+++ b/docs/deker/connecting_to_server.rst
@@ -2,10 +2,15 @@
 Connecting to Server
 ********************
 
-To access data remotely stored on [OpenWeather](https://openweathermap.org) managed Deker server infrastructure, you need to use server adapters
+.. _OpenWeather: https://openweathermap.org
+.. _Installation page: installation.html
+
+To access remotely the data stored on OpenWeather_ managed Deker server infrastructure, you need
+to use server adapters.
 
 It is an original OpenWeather plugin, based on `httpx <https://www.python-httpx.org/>`_
-with HTTP 2.0 support that allows your local client to communicate with remote server instances of Deker.
+with HTTP 2.0 support, that allows your local client to communicate with remote OpenWeather
+public server instances of Deker.
 
 Deker will automatically find and initialize this plugin if it is installed in current environment.
 
@@ -15,26 +20,28 @@ Deker will automatically find and initialize this plugin if it is installed in c
 
 Usage
 =========
-To use server version, you have to initialize Deker's Client with an uri  which contains ``http/https`` schema.
+To use server version, you have to initialize Deker's Client with an uri which contains
+``http/https`` scheme.
 
 .. code-block:: python
 
     from deker import Client
     client = Client("http://{url-to-deker-server}") # As simple as that
 
-And now the client will communicate with Deker server
+And now the client will communicate with Deker server.
 
-If authentication is enabled on the Deker server, you can provide credentials by adding it yo the url like this:
+If authentication is enabled on the Deker server, you can provide credentials by adding it
+to the url like this:
 
 .. code-block:: python
-  
+
    from deker import client
    client = Client("https://{username}:{password}@{url-to-deker-server}")
 
 Configuration
 =============
 Server adapters use ``httpx client`` under the hood. You can configure its behaviour by passing
-keyword arguments to the ``httpx_conf`` argument of the Deker's Client
+keyword arguments to the ``httpx_conf`` parameter of the Deker's Client:
 
 .. code-block:: python
 
@@ -42,9 +49,10 @@ keyword arguments to the ``httpx_conf`` argument of the Deker's Client
     from deker import Client
 
     limits = httpx.Limits(max_keepalive_connections=5, max_connections=10)
-    client = Client("http://{url-to-deker-server}", httpx_conf={'http2': False, 'timeout': 10, 'limits': limits})
-
-Full list of available config you can find at `httpx website <https://www.python-httpx.org/api/#client>`_
+    client = Client(
+        "http://{url-to-deker-server}",
+        httpx_conf={'http2': False, 'timeout': 10, 'limits': limits}
+    )
 
 By default, adapters' ``httpx client`` has following settings:
 
@@ -64,15 +72,19 @@ By default, adapters' ``httpx client`` has following settings:
      - Optional[float]
      - None
 
+The full list of ``httpx`` configuration parameters you can find at `the official website`_.
+
+.. _the official website: https://www.python-httpx.org/api/#client
+
 Errors
 =========
 
 .. py:exception:: DekerServerError(response: Response, message: str)
-   
+
    Bases: :class:`DekerBaseApplicationError`
-   
-   Server error, which is raised on any non-specific ocasion (like 5xx status from server)
-   
+
+   Server error, which is raised on any non-specific occasion (like 5xx status from server)
+
    :param response: Httpx Response
    :param message: Message of exception
 
@@ -80,31 +92,25 @@ Errors
 
    Bases: :class:`DekerServerError`
 
-   This exception is raised on any timeout (Httpx's Timeout exception or 504 status )
+   This exception is raised on any timeout (Httpx's Timeout exception or 504 status)
 
 .. py:exception:: DekerBaseRateLimitError(message: str, limit: Optional[int], remaining: Optional[int], reset: Optional[int])
 
    Bases: :class:`DekerBaseApplicationError`
 
-
-
    :param message: Exception message
-   :param limit: What is the limit for the user (requests per second)
-   :param remaining: How much is left (requests per second)
+   :param limit: Requests per second limit for the user
+   :param remaining: How many requests per second are left
    :param reset: When limits will be reset
 
 .. py:exception:: DekerRateLimitError
 
    Bases: :class:`DekerBaseRateLimitError`
 
-
-   If user's limit is exceeded
+   If user's rate limit is exceeded
 
 .. py:exception:: DekerDataPointsLimitError
 
    Bases: :class:`DekerBaseRateLimitError`
 
    If requested subset exceeds quota
-
-.. _Installation page: installation.html
-
diff --git a/docs/deker/installation.rst b/docs/deker/installation.rst
index cf5d2bd..4873e82 100755
--- a/docs/deker/installation.rst
+++ b/docs/deker/installation.rst
@@ -40,9 +40,12 @@ Also please not that for flexibility few internal Deker components are published
 packages:
 
     * ``deker-local-adapters``
+    * ``deker-server-adapters``
     * ``deker-tools``
 
-To install Deker with all the previously mentioned dependencies, run::
+To install Deker run:
+
+.. code-block:: bash
 
     pip install deker
 
@@ -50,56 +53,77 @@ To install Deker with all the previously mentioned dependencies, run::
 Optional Packages
 -----------------
 
-Deker also supports output of its data as pandas_ or Xarray_ via the following package:
+Deker also supports output of its data as Xarray_ via the following package:
 
     * ``xarray`` >= 2023.5.0
 
-To install it with ``xarray`` optional dependency::
+To install it with ``xarray`` optional dependency:
+
+.. code-block:: bash
 
     pip install deker[xarray]
 
 .. _Xarray: https://docs.xarray.dev/en/stable/getting-started-guide/installing.html
-.. _pandas: https://pandas.pydata.org/getting_started.html
+
+Deker Tools
+===========
+
+``deker-tools`` is an out-of-box battery which provides several useful tools and utilities to work
+with Deker data. You may find this package useful in your projects, even if they are not related to
+Deker.
+
+To install Deker tools package, run:
+
+.. code-block:: bash
+
+    pip install deker-tools
 
 
 Interactive Shell
 =================
 
 ``deker-shell`` is an interactive environment that enables you to manage and access Deker storage
-in a convenient way. It requires ``deker`` package to be installed manually before use as described
+in a convenient way. It requires ``deker`` package to be installed **manually** before use as described
 above.
 
-To install interactive shell package::
+To install interactive shell package, run:
 
-   pip install deker deker-shell
+.. code-block:: bash
 
+    pip install deker deker-shell
 
-Deker Tools
-===========
+Or you can install it alongside with Deker by:
 
-``deker-tools`` is an out-of-box battery which provides several useful tools and utilities to work
-with Deker data. You may find this package useful in projects, even if they are not related to
-Deker.
+.. code-block:: bash
 
-To install Deker tools package::
+    pip install deker[shell]
 
-   pip install deker-tools
 
 Server Adapters
 ===============
+.. _plugin: connecting_to_server.html
 
-It is an original OpenWeather plugin, based on `httpx <https://www.python-httpx.org/>`_
-with HTTP 2.0 support that allows to your local client communicate with remote server instances of Deker.
+It is an original OpenWeather plugin_, based on `httpx <https://www.python-httpx.org/>`_
+with HTTP 2.0 support, that allows your local client to communicate with remote OpenWeather
+public server instances of Deker.
 
-If you don't have Deker yet
+If you don't have Deker yet, run
 
 .. code-block:: bash
 
     pip install deker[server-adapters]
 
-If you already have installed Deker, you can simply install plugin to use it.
+If you have already installed Deker, you can simply install plugin to use it by:
 
 .. code-block:: bash
 
     pip install deker-server-adapters
 
+
+Install all the options at once
+=================================
+You can install all the above mentioned options at once by:
+
+.. code-block:: bash
+
+    pip install deker[all]

From ff92db265e045a9e70e3b470f96f7f3bc1efe29f Mon Sep 17 00:00:00 2001
From: Sergey Rybakov <srybakov@openweathermap.org>
Date: Thu, 17 Aug 2023 23:29:34 +0600
Subject: [PATCH 70/79] docs line length fixes

---
 docs/deker/installation.rst | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/docs/deker/installation.rst b/docs/deker/installation.rst
index 4873e82..80098b6 100755
--- a/docs/deker/installation.rst
+++ b/docs/deker/installation.rst
@@ -83,8 +83,8 @@ Interactive Shell
 =================
 
 ``deker-shell`` is an interactive environment that enables you to manage and access Deker storage
-in a convenient way. It requires ``deker`` package to be installed **manually** before use as described
-above.
+in a convenient way. It requires ``deker`` package to be installed **manually** before use as
+described above.
 
 To install interactive shell package, run:
 

From a536992b99d03d746f57f4a464e90784135aac8e Mon Sep 17 00:00:00 2001
From: Sergey Rybakov <srybakov@openweathermap.org>
Date: Fri, 18 Aug 2023 04:06:06 +0600
Subject: [PATCH 71/79] readme fix

---
 README.md | 3 +--
 1 file changed, 1 insertion(+), 2 deletions(-)

diff --git a/README.md b/README.md
index f309ff4..86ccedb 100644
--- a/README.md
+++ b/README.md
@@ -35,8 +35,7 @@ dimensions and provides under the hood mechanisms to **partition** huge amounts
 * Own **locking** mechanism enabling virtual arrays parallel read and write
 * Array level **metadata attributes**
 * **Fancy data slicing** using timestamps and named labels
-* Support for industry standard [NumPy](https://numpy.org/doc/stable/),
-  [pandas](https://pandas.pydata.org/docs/) and [Xarray](https://docs.xarray.dev/en/stable/)
+* Support for industry standard [NumPy](https://numpy.org/doc/stable/), [Xarray](https://docs.xarray.dev/en/stable/)
 * Storage level data **compression and chunking** (via HDF5)
 
 ## Code and Documentation

From 154edce7528fa9c7dd6c1b985a88d0428c04ca51 Mon Sep 17 00:00:00 2001
From: Sergey Rybakov <srybakov@openweathermap.org>
Date: Fri, 18 Aug 2023 15:32:21 +0600
Subject: [PATCH 72/79] installation docs fix

---
 docs/deker/installation.rst | 2 +-
 docs/index.rst              | 3 +--
 2 files changed, 2 insertions(+), 3 deletions(-)

diff --git a/docs/deker/installation.rst b/docs/deker/installation.rst
index 80098b6..7141f92 100755
--- a/docs/deker/installation.rst
+++ b/docs/deker/installation.rst
@@ -120,7 +120,7 @@ If you have already installed Deker, you can simply install plugin to use it by:
     pip install deker-server-adapters
 
 
-Install all the options at once
+Install All at Once
 =================================
 You can install all the above mentioned options at once by:
 
diff --git a/docs/index.rst b/docs/index.rst
index 3397cab..6161289 100644
--- a/docs/index.rst
+++ b/docs/index.rst
@@ -65,11 +65,10 @@ Features
 * Own **locking** mechanism enabling arrays parallel read and write
 * Array level **metadata attributes**
 * **Fancy data slicing** using timestamps and named labels
-* Support for industry standard NumPy_, pandas_ and Xarray_
+* Support for industry standard NumPy_ and Xarray_
 * Storage level data **compression and chunking** (via HDF5)
 
 .. _NumPy: https://numpy.org/doc/stable/
-.. _pandas: https://pandas.pydata.org/docs/
 .. _Xarray: https://docs.xarray.dev/en/stable/
 
 

From 45d16deef16fea72cc0722589042947e3ace2460 Mon Sep 17 00:00:00 2001
From: Sergey Rybakov <srybakov@openweathermap.org>
Date: Fri, 18 Aug 2023 18:49:00 +0600
Subject: [PATCH 73/79] test coverage and docs

---
 .github/workflows/on_push.yml         |  5 +++-
 .github/workflows/on_release.yml      |  7 ++---
 .github/workflows/on_test_release.yml |  5 +---
 poetry.lock                           | 40 ++++++++++-----------------
 pyproject.toml                        |  8 ++----
 5 files changed, 25 insertions(+), 40 deletions(-)

diff --git a/.github/workflows/on_push.yml b/.github/workflows/on_push.yml
index 55b0e5f..0db01cb 100644
--- a/.github/workflows/on_push.yml
+++ b/.github/workflows/on_push.yml
@@ -6,9 +6,12 @@ on:
       - 'refs/tags/v'
 
 jobs:
+  build_docs:
+    uses: openweathermap/deker-actions/.github/workflows/docs_build.yml@master
+
   checks:
     uses: openweathermap/deker-actions/.github/workflows/checks.yml@master
     with:
-      package-name: deker
+      package-name: ${{ vars.PACKAGE_NAME }}
       python-version: '3.9'
       min-coverage: 96
diff --git a/.github/workflows/on_release.yml b/.github/workflows/on_release.yml
index 5de87d5..f7ab302 100644
--- a/.github/workflows/on_release.yml
+++ b/.github/workflows/on_release.yml
@@ -5,14 +5,11 @@ on:
     tags:
       - 'v[1-9]+.[0-9]+.[0-9]+'
 
-env:
-  PACKAGE_NAME: deker
-
 jobs:
   tox_tests:
     uses: openweathermap/deker-actions/.github/workflows/tox.yml@master
     with:
-      package-name: $PACKAGE_NAME
+      package-name: ${{ vars.PACKAGE_NAME }}
       min-coverage: 96
 
   build_docs:
@@ -36,7 +33,7 @@ jobs:
       id-token: write
     environment:
       name: pypi
-      url: https://pypi.org/p/$PACKAGE_NAME
+      url: https://pypi.org/p/${{ vars.PACKAGE_NAME }}
 
     steps:
       - uses: actions/download-artifact@v3
diff --git a/.github/workflows/on_test_release.yml b/.github/workflows/on_test_release.yml
index 715fee7..7472e6c 100644
--- a/.github/workflows/on_test_release.yml
+++ b/.github/workflows/on_test_release.yml
@@ -5,9 +5,6 @@ on:
     tags-ignore:
       - 'v[1-9]+.[0-9]+.[0-9]+'
 
-env:
-  PACKAGE_NAME: deker
-
 jobs:
   build_sdist:
     name: Build test source distribution
@@ -21,7 +18,7 @@ jobs:
       id-token: write
     environment:
       name: testpypi
-      url: https://test.pypi.org/p/$PACKAGE_NAME
+      url: https://test.pypi.org/p/${{ vars.PACKAGE_NAME }}
 
     steps:
       - uses: actions/download-artifact@v3
diff --git a/poetry.lock b/poetry.lock
index 72d70d1..9883b12 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -341,13 +341,13 @@ files = [
 
 [[package]]
 name = "click"
-version = "8.1.6"
+version = "8.1.7"
 description = "Composable command line interface toolkit"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "click-8.1.6-py3-none-any.whl", hash = "sha256:fa244bb30b3b5ee2cae3da8f55c9e5e0c0e86093306301fb418eb9dc40fbded5"},
-    {file = "click-8.1.6.tar.gz", hash = "sha256:48ee849951919527a045bfe3bf7baa8a959c423134e1a5b98c05c20ba75a1cbd"},
+    {file = "click-8.1.7-py3-none-any.whl", hash = "sha256:ae74fb96c20a0277a1d615f1e4d73c8414f5a98db8b799a7931d1582f3390c28"},
+    {file = "click-8.1.7.tar.gz", hash = "sha256:ca9853ad459e787e2192211578cc907e7594e294c7ccc834310722b41b9ca6de"},
 ]
 
 [package.dependencies]
@@ -476,12 +476,12 @@ optimize = ["orjson"]
 
 [[package]]
 name = "deker-local-adapters"
-version = "1.0.1b2"
+version = "1.0.1"
 description = "Plugin with local adapters for deker"
 optional = false
 python-versions = ">=3.9,<4.0"
 files = [
-    {file = "deker_local_adapters-1.0.1b2.tar.gz", hash = "sha256:ba6d5f803bb0b766b36ee7b67ecb8e369d52e31ba0a4624fd86a6ac1ec884814"},
+    {file = "deker_local_adapters-1.0.1.tar.gz", hash = "sha256:d7ed69c122a132e79b557e96fdaccd554e57eacaa2feb42ac1f9a064905023c1"},
 ]
 
 [package.dependencies]
@@ -490,37 +490,27 @@ h5py = ">=3.8.0,<4.0.0"
 hdf5plugin = ">=4.0.1,<5.0.0"
 numpy = ">=1.18,<2.0"
 
-[package.source]
-type = "legacy"
-url = "https://test.pypi.org/simple"
-reference = "TestPyPI"
-
 [[package]]
 name = "deker-server-adapters"
-version = "1.0.0rc0"
+version = "1.0.0"
 description = "Plugin with server adapters for Deker"
 optional = true
 python-versions = ">=3.9,<4.0"
 files = [
-    {file = "deker_server_adapters-1.0.0rc0.tar.gz", hash = "sha256:cfa5bc35524475ffc2cc7ff6e44c0ad9677e707372ba4cdad2c0aa86bcf8ca7c"},
+    {file = "deker_server_adapters-1.0.0.tar.gz", hash = "sha256:54b4929c0944a6feb84806902ea07a5136802aaca1445e354c57134ad1460b93"},
 ]
 
 [package.dependencies]
 httpx = {version = ">=0.24.1,<0.25.0", extras = ["http2"]}
 
-[package.source]
-type = "legacy"
-url = "https://test.pypi.org/simple"
-reference = "TestPyPI"
-
 [[package]]
 name = "deker-shell"
-version = "1.0.0"
+version = "1.0.1"
 description = "Interactive shell for Deker"
 optional = true
-python-versions = ">=3.9"
+python-versions = ">=3.9,<4.0"
 files = [
-    {file = "deker_shell-1.0.0.tar.gz", hash = "sha256:1e913def4dea93c5ff6002fae8d9b1020b92dd7b9fade8120a697f0b5ceb75a6"},
+    {file = "deker_shell-1.0.1.tar.gz", hash = "sha256:663a9557e3eaac093ace1f5e375d6188de66de0f3075cd7086e5d7058ce43cbf"},
 ]
 
 [package.dependencies]
@@ -2054,17 +2044,17 @@ files = [
 
 [[package]]
 name = "setuptools"
-version = "68.1.0"
+version = "68.1.2"
 description = "Easily download, build, install, upgrade, and uninstall Python packages"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "setuptools-68.1.0-py3-none-any.whl", hash = "sha256:e13e1b0bc760e9b0127eda042845999b2f913e12437046e663b833aa96d89715"},
-    {file = "setuptools-68.1.0.tar.gz", hash = "sha256:d59c97e7b774979a5ccb96388efc9eb65518004537e85d52e81eaee89ab6dd91"},
+    {file = "setuptools-68.1.2-py3-none-any.whl", hash = "sha256:3d8083eed2d13afc9426f227b24fd1659489ec107c0e86cec2ffdde5c92e790b"},
+    {file = "setuptools-68.1.2.tar.gz", hash = "sha256:3d4dfa6d95f1b101d695a6160a7626e15583af71a5f52176efa5d39a054d475d"},
 ]
 
 [package.extras]
-docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "pygments-github-lexers (==0.0.5)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-favicon", "sphinx-hoverxref (<2)", "sphinx-inline-tabs", "sphinx-lint", "sphinx-notfound-page (==0.8.3)", "sphinx-reredirects", "sphinxcontrib-towncrier"]
+docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "pygments-github-lexers (==0.0.5)", "rst.linker (>=1.9)", "sphinx (>=3.5,<=7.1.2)", "sphinx-favicon", "sphinx-hoverxref (<2)", "sphinx-inline-tabs", "sphinx-lint", "sphinx-notfound-page (==0.8.3)", "sphinx-reredirects", "sphinxcontrib-towncrier"]
 testing = ["build[virtualenv]", "filelock (>=3.4.0)", "flake8-2020", "ini2toml[lite] (>=0.9)", "jaraco.develop (>=7.21)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "pip (>=19.1)", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy (>=0.9.1)", "pytest-perf", "pytest-ruff", "pytest-timeout", "pytest-xdist", "tomli-w (>=1.0.0)", "virtualenv (>=13.0.0)", "wheel"]
 testing-integration = ["build[virtualenv]", "filelock (>=3.4.0)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "pytest", "pytest-enabler", "pytest-xdist", "tomli", "virtualenv (>=13.0.0)", "wheel"]
 
@@ -2659,4 +2649,4 @@ xarray = ["xarray"]
 [metadata]
 lock-version = "2.0"
 python-versions = "^3.9"
-content-hash = "ec256f9a05df6736329b9e8c836d5a8739519e5a6366b8876b78d52d9c1ec7dc"
+content-hash = "cc04888b1ce4e0b1006ea10357b4de564d6c90de47fed8a6b92c52b47c62ae52"
diff --git a/pyproject.toml b/pyproject.toml
index 161342b..c288ac5 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -62,12 +62,10 @@ attrs = "^23.1.0"
 typing-extensions = "^4.4.0"
 tqdm = "^4.64.1"
 psutil = "^5.9.5"
-xarray = {version = "^2023.5.0", optional = true}
-#deker-local-adapters = "1.0.1"
-deker-local-adapters = {version = "^1.0.1b2", source = "TestPyPI"}
-#deker-server-adapters = {version = "^1.0.0r", optional = true}
-deker-server-adapters = {version = "^1.0.0rc0", optional = true, source = "TestPyPI"}
+deker-local-adapters = "1.0.1"
+deker-server-adapters = {version = "^1.0.0", optional = true}
 deker-shell = { version = "^1.0.0", optional = true }
+xarray = {version = "^2023.5.0", optional = true}
 
 [tool.poetry.group.dev.dependencies]
 black = "23.1.0"

From 42dedc276d2ee0fe1ec6a11f874f0ab9f1c6c416 Mon Sep 17 00:00:00 2001
From: Sergey Rybakov <srybakov@openweathermap.org>
Date: Fri, 18 Aug 2023 18:52:36 +0600
Subject: [PATCH 74/79] test coverage and docs

---
 .github/workflows/on_push.yml | 2 ++
 pyproject.toml                | 2 +-
 2 files changed, 3 insertions(+), 1 deletion(-)

diff --git a/.github/workflows/on_push.yml b/.github/workflows/on_push.yml
index 0db01cb..c0735cb 100644
--- a/.github/workflows/on_push.yml
+++ b/.github/workflows/on_push.yml
@@ -8,6 +8,8 @@ on:
 jobs:
   build_docs:
     uses: openweathermap/deker-actions/.github/workflows/docs_build.yml@master
+    with:
+      python-version: '3.9'
 
   checks:
     uses: openweathermap/deker-actions/.github/workflows/checks.yml@master
diff --git a/pyproject.toml b/pyproject.toml
index c288ac5..86ef1ef 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -50,7 +50,7 @@ name = "PyPI"
 priority = "primary"
 
 [[tool.poetry.source]]
-name = "TestPyPI"
+name = "testpypi"
 url = "https://test.pypi.org/simple/"
 priority = "supplemental"
 

From ef845d9cb3bd6ddbb61e69c64c25b035f4dc908c Mon Sep 17 00:00:00 2001
From: Sergey Rybakov <srybakov@openweathermap.org>
Date: Fri, 18 Aug 2023 18:53:47 +0600
Subject: [PATCH 75/79] test coverage and docs

---
 .github/workflows/on_push.yml    | 11 ++++++-----
 .github/workflows/on_release.yml |  2 ++
 2 files changed, 8 insertions(+), 5 deletions(-)

diff --git a/.github/workflows/on_push.yml b/.github/workflows/on_push.yml
index c0735cb..fd082b5 100644
--- a/.github/workflows/on_push.yml
+++ b/.github/workflows/on_push.yml
@@ -6,14 +6,15 @@ on:
       - 'refs/tags/v'
 
 jobs:
-  build_docs:
-    uses: openweathermap/deker-actions/.github/workflows/docs_build.yml@master
-    with:
-      python-version: '3.9'
-
   checks:
     uses: openweathermap/deker-actions/.github/workflows/checks.yml@master
     with:
       package-name: ${{ vars.PACKAGE_NAME }}
       python-version: '3.9'
       min-coverage: 96
+
+  build_docs:
+    needs: checks
+    uses: openweathermap/deker-actions/.github/workflows/docs_build.yml@master
+    with:
+      python-version: '3.9'
diff --git a/.github/workflows/on_release.yml b/.github/workflows/on_release.yml
index f7ab302..5efecad 100644
--- a/.github/workflows/on_release.yml
+++ b/.github/workflows/on_release.yml
@@ -15,6 +15,8 @@ jobs:
   build_docs:
     needs: tox_tests
     uses: openweathermap/deker-actions/.github/workflows/docs_build.yml@master
+    with:
+      python-version: '3.9'
 
   build_sdist:
     needs: [tox_tests, build_docs]

From 71428471379c0424a7e420a0f8330a746c7ca8da Mon Sep 17 00:00:00 2001
From: Sergey Rybakov <srybakov@openweathermap.org>
Date: Fri, 18 Aug 2023 19:03:42 +0600
Subject: [PATCH 76/79] test coverage and docs

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

diff --git a/.github/workflows/on_push.yml b/.github/workflows/on_push.yml
index fd082b5..3c2cb24 100644
--- a/.github/workflows/on_push.yml
+++ b/.github/workflows/on_push.yml
@@ -13,6 +13,7 @@ jobs:
       python-version: '3.9'
       min-coverage: 96
 
+
   build_docs:
     needs: checks
     uses: openweathermap/deker-actions/.github/workflows/docs_build.yml@master

From f4a21e0e080e880b574793de7e19b36f86a6e9c0 Mon Sep 17 00:00:00 2001
From: Sergey Rybakov <srybakov@openweathermap.org>
Date: Fri, 18 Aug 2023 19:07:03 +0600
Subject: [PATCH 77/79] lock updated

---
 poetry.lock | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/poetry.lock b/poetry.lock
index 9883b12..3d2cfa1 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -2649,4 +2649,4 @@ xarray = ["xarray"]
 [metadata]
 lock-version = "2.0"
 python-versions = "^3.9"
-content-hash = "cc04888b1ce4e0b1006ea10357b4de564d6c90de47fed8a6b92c52b47c62ae52"
+content-hash = "c6e89a1f69e312422c8099412c661af19d485b9249877824c4b0dc3057503011"

From 6c744ac4d24e1feb1a03b2b786c11fd7a2ed1835 Mon Sep 17 00:00:00 2001
From: Sergey Rybakov <srybakov@openweathermap.org>
Date: Fri, 18 Aug 2023 19:21:38 +0600
Subject: [PATCH 78/79] build docs

---
 .github/workflows/on_push.yml | 16 ++++++++++------
 1 file changed, 10 insertions(+), 6 deletions(-)

diff --git a/.github/workflows/on_push.yml b/.github/workflows/on_push.yml
index 3c2cb24..f720988 100644
--- a/.github/workflows/on_push.yml
+++ b/.github/workflows/on_push.yml
@@ -6,16 +6,20 @@ on:
       - 'refs/tags/v'
 
 jobs:
-  checks:
-    uses: openweathermap/deker-actions/.github/workflows/checks.yml@master
+#  checks:
+#    uses: openweathermap/deker-actions/.github/workflows/checks.yml@master
+#    with:
+#      package-name: ${{ vars.PACKAGE_NAME }}
+#      python-version: '3.9'
+#      min-coverage: 96
+
+  setup:
+    uses: openweathermap/deker-actions/.github/workflows/setup.yml@master
     with:
-      package-name: ${{ vars.PACKAGE_NAME }}
       python-version: '3.9'
-      min-coverage: 96
-
 
   build_docs:
-    needs: checks
+    needs: setup
     uses: openweathermap/deker-actions/.github/workflows/docs_build.yml@master
     with:
       python-version: '3.9'

From 71def0f00aa78ba964b0d51e9bfe4fe6c61a8e2b Mon Sep 17 00:00:00 2001
From: Sergey Rybakov <srybakov@openweathermap.org>
Date: Fri, 18 Aug 2023 19:30:44 +0600
Subject: [PATCH 79/79] ppush restored

---
 .github/workflows/on_push.yml | 19 ++++---------------
 1 file changed, 4 insertions(+), 15 deletions(-)

diff --git a/.github/workflows/on_push.yml b/.github/workflows/on_push.yml
index f720988..71bf041 100644
--- a/.github/workflows/on_push.yml
+++ b/.github/workflows/on_push.yml
@@ -6,20 +6,9 @@ on:
       - 'refs/tags/v'
 
 jobs:
-#  checks:
-#    uses: openweathermap/deker-actions/.github/workflows/checks.yml@master
-#    with:
-#      package-name: ${{ vars.PACKAGE_NAME }}
-#      python-version: '3.9'
-#      min-coverage: 96
-
-  setup:
-    uses: openweathermap/deker-actions/.github/workflows/setup.yml@master
-    with:
-      python-version: '3.9'
-
-  build_docs:
-    needs: setup
-    uses: openweathermap/deker-actions/.github/workflows/docs_build.yml@master
+  checks:
+    uses: openweathermap/deker-actions/.github/workflows/checks.yml@master
     with:
+      package-name: ${{ vars.PACKAGE_NAME }}
       python-version: '3.9'
+      min-coverage: 96