diff --git a/.github/CODEOWNERS b/.github/CODEOWNERS
new file mode 100644
index 000000000..82a178db9
--- /dev/null
+++ b/.github/CODEOWNERS
@@ -0,0 +1,22 @@
+# https://docs.github.com/en/repositories/managing-your-repositorys-settings-and-features/customizing-your-repository/about-code-owners
+
+# Ending a path in a `/` will specify the code owners for every file
+# nested in that directory, on any level
+
+# Default owners
+* @edgarrmondragon @cjohnhanson @aaronsteers
+
+# CI/CD
+/.github/workflows/ @edgarrmondragon @meltano/engineering
+
+# Docs (General)
+/docs/ @meltano/engineering @meltano/marketing
+/README.md @afolson @tayloramurphy @meltano/engineering @meltano/marketing
+
+# Docs (Contributing)
+/docs/CONTRIBUTING.md @afolson @tayloramurphy @meltano/engineering
+
+# Release Ops (see `/.pyproject.toml` for list of bumped files)
+/cookiecutter/*/*/pyproject.toml @meltano/engineering
+/docs/conf.py @meltano/engineering
+/pyproject.toml @meltano/engineering
diff --git a/.github/ISSUE_TEMPLATE/bug.yml b/.github/ISSUE_TEMPLATE/bug.yml
new file mode 100644
index 000000000..b15b11996
--- /dev/null
+++ b/.github/ISSUE_TEMPLATE/bug.yml
@@ -0,0 +1,71 @@
+name: Bug Report
+description: File a bug report
+title: "[Bug]: <title>"
+labels: ["kind/Bug", "valuestream/SDK"]
+assignees:
+  - meltano/engineering
+
+body:
+  - type: markdown
+    attributes:
+      value: |
+        Thanks for taking the time to fill out this bug report!
+  - type: input
+    id: sdk_version
+    attributes:
+      label: Singer SDK Version
+      description: Version of the library you are using
+      placeholder: "0.1.0"
+    validations:
+      required: true
+  - type: dropdown
+    id: python_version
+    attributes:
+      label: Python Version
+      description: Version of Python you are using
+      options:
+        - "3.6 (deprecated)"
+        - "3.7"
+        - "3.8"
+        - "3.9"
+        - "3.10"
+        - "NA"
+    validations:
+      required: true
+  - type: dropdown
+    id: scope
+    attributes:
+      label: Bug scope
+      description: Functionality this bug affects
+      options:
+        - Taps (catalog, state, stream maps, etc.)
+        - Targets (data type handling, batching, SQL object generation, etc.)
+        - Configuration (settings parsing, validation, etc.)
+        - CLI (options, error messages, logging, etc.)
+        - Other
+    validations:
+      required: true
+  - type: input
+    id: os
+    attributes:
+      label: Operating System
+      description: What operating system you are using
+      placeholder: "Windows"
+    validations:
+      required: true
+  - type: textarea
+    id: what-happened
+    attributes:
+      label: Description
+      description: Describe what you were trying to get done
+      placeholder: Tell us what happened, what went wrong, and what you expected to happen
+    validations:
+      required: true
+  - type: textarea
+    id: failing-code
+    attributes:
+      label: Code
+      description: Paste the failing code and/or traceback, if applicable
+      render: python
+    validations:
+      required: false
diff --git a/.github/ISSUE_TEMPLATE/config.yml b/.github/ISSUE_TEMPLATE/config.yml
new file mode 100644
index 000000000..2647d95ca
--- /dev/null
+++ b/.github/ISSUE_TEMPLATE/config.yml
@@ -0,0 +1,5 @@
+blank_issues_enabled: true
+contact_links:
+- name: Meltano Community
+  url: https://meltano.com/slack
+  about: Join us on Slack.
diff --git a/.github/ISSUE_TEMPLATE/feature.yml b/.github/ISSUE_TEMPLATE/feature.yml
new file mode 100644
index 000000000..f85d74efc
--- /dev/null
+++ b/.github/ISSUE_TEMPLATE/feature.yml
@@ -0,0 +1,32 @@
+name: Feature request
+description: Request a new feature
+title: "[Feature]: <title>"
+labels: ["kind/Feature", "valuestream/SDK"]
+assignees:
+  - meltano/engineering
+
+body:
+  - type: markdown
+    attributes:
+      value: |
+        Thanks for taking the time to request a new feature!
+  - type: dropdown
+    id: scope
+    attributes:
+      label: Feature scope
+      description: Functionality this new feature would impact
+      options:
+        - Taps (catalog, state, stream maps, etc.)
+        - Targets (data type handling, batching, SQL object generation, etc.)
+        - Configuration (settings parsing, validation, etc.)
+        - CLI (options, error messages, logging, etc.)
+        - Other
+    validations:
+      required: true
+  - type: textarea
+    id: what
+    attributes:
+      label: Description
+      description: Describe the feature you would like to see
+    validations:
+      required: true
diff --git a/.github/workflows/codeql-analysis.yml b/.github/workflows/codeql-analysis.yml
new file mode 100644
index 000000000..ac07d7f75
--- /dev/null
+++ b/.github/workflows/codeql-analysis.yml
@@ -0,0 +1,65 @@
+# For most projects, this workflow file will not need changing; you simply need
+# to commit it to your repository.
+#
+# You may wish to alter this file to override the set of languages analyzed,
+# or to provide custom queries or build logic.
+#
+name: "CodeQL"
+
+on:
+  push:
+    branches: [ "main" ]
+  pull_request: {}
+  schedule:
+    - cron: '37 10 * * 5'
+
+jobs:
+  analyze:
+    name: Analyze
+    runs-on: ubuntu-latest
+    permissions:
+      actions: read
+      contents: read
+      security-events: write
+
+    strategy:
+      fail-fast: false
+      matrix:
+        language: [ 'python' ]
+        # CodeQL supports [ 'cpp', 'csharp', 'go', 'java', 'javascript', 'python', 'ruby' ]
+        # Learn more about CodeQL language support at https://aka.ms/codeql-docs/language-support
+
+    steps:
+    - name: Checkout repository
+      uses: actions/checkout@v3
+
+    # Initializes the CodeQL tools for scanning.
+    - name: Initialize CodeQL
+      uses: github/codeql-action/init@v2
+      with:
+        languages: ${{ matrix.language }}
+        # If you wish to specify custom queries, you can do so here or in a config file.
+        # By default, queries listed here will override any specified in a config file.
+        # Prefix the list here with "+" to use these queries and those in the config file.
+
+        # Details on CodeQL's query packs refer to : https://docs.github.com/en/code-security/code-scanning/automatically-scanning-your-code-for-vulnerabilities-and-errors/configuring-code-scanning#using-queries-in-ql-packs
+        # queries: security-extended,security-and-quality
+
+
+    # Autobuild attempts to build any compiled languages  (C/C++, C#, or Java).
+    # If this step fails, then you should remove it and run the build manually (see below)
+    - name: Autobuild
+      uses: github/codeql-action/autobuild@v2
+
+    # ℹ️ Command-line programs to run using the OS shell.
+    # 📚 See https://docs.github.com/en/actions/using-workflows/workflow-syntax-for-github-actions#jobsjob_idstepsrun
+
+    #   If the Autobuild fails above, remove it and uncomment the following three lines.
+    #   modify them (or add more) to build your code if your project, please refer to the EXAMPLE below for guidance.
+
+    # - run: |
+    #   echo "Run, Build Application using script"
+    #   ./location_of_script_within_repo/buildscript.sh
+
+    - name: Perform CodeQL Analysis
+      uses: github/codeql-action/analyze@v2
diff --git a/.github/workflows/constraints.txt b/.github/workflows/constraints.txt
index 407d9fafc..51fc53507 100644
--- a/.github/workflows/constraints.txt
+++ b/.github/workflows/constraints.txt
@@ -1,6 +1,5 @@
-pip==22.1.2
-poetry==1.1.13
-virtualenv==20.15.1
-changelog-cli==0.7.1
-nox==2022.1.7
+pip==22.2.2
+poetry==1.1.14
+virtualenv==20.16.3
+nox==2022.8.7
 nox-poetry==1.0.1
diff --git a/.github/workflows/dependency-review.yml b/.github/workflows/dependency-review.yml
new file mode 100644
index 000000000..cbf0e9b08
--- /dev/null
+++ b/.github/workflows/dependency-review.yml
@@ -0,0 +1,40 @@
+name: Dependency Review
+
+on:
+  pull_request_target: {}
+  workflow_dispatch:
+    inputs: {}
+
+env:
+  FOSSA_CLI_INSTALLER_VERSION: '3.3.10'
+
+permissions:
+  contents: read
+
+jobs:
+  dependency-review:
+    runs-on: ubuntu-latest
+    steps:
+      - name: Checkout the repository
+        uses: actions/checkout@v3.0.2
+
+      - name: GitHub dependency vulnerability check
+        if: ${{ github.event_name == 'pull_request_target' }}
+        # Use this fork until https://github.com/actions/dependency-review-action/pull/165 is merged
+        uses: WillDaSilva/dependency-review-action@main
+
+      - name: FOSSA dependency license check
+        run: |
+          # `$FOSSA_CLI_INSTALLER_VERSION` only controls the version of the installer used - the latest version of `fossa-cli` will always be used.
+          curl --no-progress-meter -H 'Cache-Control: no-cache' https://raw.githubusercontent.com/fossas/fossa-cli/v${FOSSA_CLI_INSTALLER_VERSION}/install-latest.sh | bash
+
+          echo '## FOSSA dependency license check' >> $GITHUB_STEP_SUMMARY
+          echo '' >> $GITHUB_STEP_SUMMARY
+
+          fossa analyze --fossa-api-key ${{ secrets.MELTYBOT_FOSSA_API_KEY }} --revision ${{ github.sha }} |& tee fossa_analyze.log
+          fossa test --fossa-api-key ${{ secrets.MELTYBOT_FOSSA_API_KEY }} --revision ${{ github.sha }}
+
+          TEST_FAILED=$?
+          FOSSA_REPORT_LINK="$(grep -A 1 '[ INFO] View FOSSA Report:' fossa_analyze.log | tail -n 1 | sed -e 's/^\[ INFO\]\s*//')"
+          echo "[FOSSA detected $([ $TEST_FAILED -ne 0 ] && echo -n '' || echo 'no ')issues](${FOSSA_REPORT_LINK})" >> $GITHUB_STEP_SUMMARY
+          exit $TEST_FAILED
diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index d8956bc6d..0d84d5c17 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -14,7 +14,7 @@ jobs:
       uses: actions/checkout@v3.0.2
 
     - name: Set up Python
-      uses: actions/setup-python@v4.0.0
+      uses: actions/setup-python@v4.2.0
       with:
         python-version: "3.10"
 
@@ -47,7 +47,7 @@ jobs:
         file_glob: true
 
     - name: Publish
-      uses: pypa/gh-action-pypi-publish@v1.5.0
+      uses: pypa/gh-action-pypi-publish@v1.5.1
       with:
         user: __token__
         password: ${{ secrets.PYPI_SECRET_TOKEN }}
diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml
index cbf78a875..f07aab031 100644
--- a/.github/workflows/test.yml
+++ b/.github/workflows/test.yml
@@ -25,6 +25,14 @@ jobs:
         - { session: tests,   python-version: "3.8",  os: "ubuntu-latest" }
         - { session: tests,   python-version: "3.9",  os: "ubuntu-latest" }
         - { session: tests,   python-version: "3.10", os: "ubuntu-latest" }
+        - { session: tests,   python-version: "3.7",  os: "macos-latest" }
+        - { session: tests,   python-version: "3.8",  os: "macos-latest" }
+        - { session: tests,   python-version: "3.9",  os: "macos-latest" }
+        - { session: tests,   python-version: "3.10", os: "macos-latest" }
+        - { session: tests,   python-version: "3.7",  os: "windows-latest" }
+        - { session: tests,   python-version: "3.8",  os: "windows-latest" }
+        - { session: tests,   python-version: "3.9",  os: "windows-latest" }
+        - { session: tests,   python-version: "3.10", os: "windows-latest" }
         - { session: doctest, python-version: "3.10", os: "ubuntu-latest" }
         - { session: mypy,    python-version: "3.8",  os: "ubuntu-latest" }
 
@@ -40,7 +48,7 @@ jobs:
         poetry --version
 
     - name: Setup Python ${{ matrix.python-version }}
-      uses: actions/setup-python@v4.0.0
+      uses: actions/setup-python@v4.2.0
       with:
         python-version: ${{ matrix.python-version }}
         architecture: x64
@@ -98,7 +106,7 @@ jobs:
         poetry --version
 
     - name: Setup Python 3.10
-      uses: actions/setup-python@v4.0.0
+      uses: actions/setup-python@v4.2.0
       with:
         python-version: '3.10'
         architecture: x64
@@ -138,7 +146,7 @@ jobs:
         poetry --version
 
     - name: Set up Python
-      uses: actions/setup-python@v4.0.0
+      uses: actions/setup-python@v4.2.0
       with:
         python-version: '3.10'
         cache: 'pip'
diff --git a/.github/workflows/version_bump.yml b/.github/workflows/version_bump.yml
index 0dc63f024..d8dbe6034 100644
--- a/.github/workflows/version_bump.yml
+++ b/.github/workflows/version_bump.yml
@@ -10,9 +10,9 @@ on:
         default: auto
         options:
         - auto
-        - PATCH
-        - MINOR
-        - MAJOR
+        - patch
+        - minor
+        - major
       prerelease:
         description: "Increase to this prerelease version"
         required: false
@@ -40,15 +40,14 @@ jobs:
         fetch-depth: 0
 
     - name: Set up Python
-      uses: actions/setup-python@v4.0.0
+      uses: actions/setup-python@v4.2.0
       with:
         python-version: "3.10"
         architecture: x64
 
     - name: Bump version
       id: cz-bump
-      # TODO: https://github.com/commitizen-tools/commitizen-action/pull/38
-      uses: edgarrmondragon/commitizen-action@feat-add-increment-option
+      uses: commitizen-tools/commitizen-action@0.14.1
       with:
         increment: ${{ github.event.inputs.bump != 'auto' && github.event.inputs.bump || '' }}
         prerelease: ${{ github.event.inputs.prerelease != 'none' && github.event.inputs.prerelease || '' }}
diff --git a/.gitlab/CODEOWNERS b/.gitlab/CODEOWNERS
deleted file mode 100644
index cf60371a6..000000000
--- a/.gitlab/CODEOWNERS
+++ /dev/null
@@ -1,20 +0,0 @@
-# https://gitlab.com/help/user/project/code_owners
-
-# Ending a path in a `/` will specify the code owners for every file
-# nested in that directory, on any level
-
-# Default owners
-* @edgarrmondragon @cjohnhanson @aaronsteers
-
-^[Docs]
-/docs/ @edgarrmondragon @afolson
-/CONTRIBUTING.md @edgarrmondragon @afolson
-/README.md @edgarrmondragon @afolson
-
-# Release Ops (see `/.bumpversion.cfg` for list of bumped files)
-/.bumpversion.cfg @meltano/core-team
-/CHANGELOG.md @meltano/core-team
-/cookiecutter/tap-template/{{cookiecutter.tap_id}}/pyproject.toml @meltano/core-team
-/cookiecutter/target-template/{{cookiecutter.target_id}}/pyproject.toml @meltano/core-team
-/docs/conf.py @meltano/core-team
-/pyproject.toml @meltano/core-team
diff --git a/.gitlab/issue_templates/Bug.md b/.gitlab/issue_templates/Bug.md
deleted file mode 100644
index ee8f1b353..000000000
--- a/.gitlab/issue_templates/Bug.md
+++ /dev/null
@@ -1,27 +0,0 @@
-## Summary
-[//]: # (Summarize the bug encountered concisely)
-
-
-## Steps to reproduce
-[//]: # (How one can reproduce the issue - this is very important)
-
-
-## What is the current bug behavior?
-[//]: # (What actually happens)
-
-
-## What is the expected correct behavior?
-[//]: # (What you should see instead)
-
-
-## Relevant logs and/or screenshots
-
-[//]: # (Paste any relevant logs.)
-[//]: # (Please use code blocks ``` to format console output, logs, and code, as it's very hard to read otherwise.)
-
-
-## Possible fixes
-[//]: # (If you can, link to the line of code that might be responsible for the problem)
-
-
-/label ~Bug
diff --git a/.gitlab/issue_templates/Feature Request.md b/.gitlab/issue_templates/Feature Request.md
deleted file mode 100644
index 51e4699d6..000000000
--- a/.gitlab/issue_templates/Feature Request.md	
+++ /dev/null
@@ -1,14 +0,0 @@
-## Summary
-[//]: # (Concisely summarize the feature you are proposing.)
-
-
-## Proposed benefits
-[//]: # (Concisely summarize the benefits this feature would bring to yourself and other users.)
-
-
-## Proposal details
-[//]: # (In as much detail as you are able, describe the feature you'd like to build or would like to see built.)
-
-
-## Best reasons not to build
-[//]: # (Will this negatively affect any existing functionality? Do you anticipate any breaking changes versus what may already be working today? Make the counter-argument to your proposal here.)
diff --git a/.gitlab/issue_templates/Release.md b/.gitlab/issue_templates/Release.md
deleted file mode 100644
index 3a827de0f..000000000
--- a/.gitlab/issue_templates/Release.md
+++ /dev/null
@@ -1,65 +0,0 @@
-[//]: # (NOTE: This Release template is for Admin-Use only. If you've reached this template in error, please select another template from the list.)
-
-## Evergreen Releases - Prep Steps:
-
-An `Evergreen` release process means we are _always_ releasing. We open a new release ticket as soon as we've completed the prior release. (It's therefore the final step in this checklist.)
-
-## "Evergreen Prep" Checklist
-
-- [x] Open this Issue
-- [ ] Indicate the version to be released here in the issue's title `Release vX.Y.Z`
-    - If the release number changes (from minor to major or patch, for instance), update the version here and in the issue description.
-
-### Readiness Checklist:
-
-`Engineering` team, to get ready for the upcoming release:
-
-1. [ ] Ensure any [already-merged commits](https://gitlab.com/meltano/sdk/-/commits/main) since the last release have [Changelog](https://gitlab.com/meltano/sdk/-/blob/main/CHANGELOG.md) entries (excepting non-user-impacting commits, such as docs fixes).
-2. [ ] Create a comment in the `#engineering-team` slack channel with pending-but-not-merged MRs, potentially shipping. (Aka, the "burndown" list.)
-    - Otherwise a comment that all known merge candidates are already merged.
-3. [ ] Create or link to a summary of MRs merged and/or expected in the `#marketing` Slack channel, with an `@channel` mention.
-
-### Release Checklist
-
-Rotating `assignee`, on the morning of the release:
-
-1. [ ] Changelog updates and version bump:
-    1. [ ] Create a new branch named `release/vX.Y.Z` and a corresponding MR with the `Release` MR template.
-    2. An automated pipeline (linked to the branch prefix `release/v*`) will
-    immediately and automatically bump the version and flush the changelog.
-        - [ ] Check this box to confirm the automated changelog flush and version bump are correct.
-        - You _do not_ need to wait for the CI pipeline. (An identical CI pipeline is already included in the below.)
-from `main` branch.
-2. [ ] [Cut a release tag](https://gitlab.com/meltano/sdk/-/tags/new) from your `release/vX.Y.Z` branch named `vX.Y.Z` with Message=`Release vX.Y.Z`
-    1. In response to new tag creation, these steps are performed automatically in Gitlab pipelines:
-        1. Abort if tag `vX.Y.Z` does not match output from `poetry version --short`
-        2. Test _everything_.
-        3. Publish to PyPi <!-- Meltano-only: and Docker -->.
-    2. Validate publish once the pipeline finishes. (While the process is running, you can continue with next steps, such as changelog grooming.)
-        1. [ ] Check this box when the tag's [pipeline](https://gitlab.com/meltano/sdk/-/pipelines) has completed (eta 40-60 minutes).
-        2. [ ] Check this box when [PyPi publish](https://pypi.org/project/singer-sdk/#history) is confirmed.
-        <!-- Meltano-only: 5. [ ] Check this box when [Docker publish]() is confirmed. -->
-3. Groom the changelog:
-    1. [ ] Compare the [Changelog](https://gitlab.com/meltano/sdk/-/blob/main/CHANGELOG.md) against the `main` branch [commit history](https://gitlab.com/meltano/sdk/-/commits/main) and add any significant user-impacting updates (excluding docs and website updates, for instance).
-    2. [ ] Review the Changelog for readability and typoes, committing fixes or updates if needed.
-    3. [ ] Final changelog review:
-        - Open the Changelog in preview mode, mouse over each link and ensure tooltip descriptions match the resolved issue.
-        - Check contributor profile links to make sure they are correct.
-    4. [ ] Merge the resulting MR to `main` with the merge commit message `Release vX.Y.Z`
-    5. [ ] Check the [pending MRs](https://gitlab.com/meltano/sdk/-/merge_requests?sort=updated_desc) to make sure nothing is missing
-    6. [ ] [Open the next `Release` issue](https://gitlab.com/meltano/sdk/-/issues/new?issuable_template=Release&issue[title]=Release%20vX.Y.Z&issue[issue_type]=issue).
-
-### Announcements, Marketing, and Promotion
-
-`Marketing` or `Product` team:
-
-1. [ ] Post-release announcement steps:
-    1. [ ] Post announcement to Meltano slack: `#announcements`
-    2. [ ] Cross-post (share) to `#sdk`
-    3. Copy-paste to:
-       - [ ] `Singer` slack: `#meltano`, `#singer-sdk`
-       - [ ] `dbt` slack: `#tools-meltano`
-    4. [ ] Blog post
-    5. [ ] Tweet the blog post
-
-----------------
diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 7bd65b759..cec1a56a4 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -32,7 +32,6 @@ repos:
   rev: 22.6.0
   hooks:
   - id: black
-    language_version: python3.10
     exclude: |
         (?x)^(
             cookiecutter/.*|
@@ -47,7 +46,7 @@ repos:
     exclude: (cookiecutter/.*|singer_sdk/helpers/_simpleeval/.*)
 
 - repo: https://github.com/pycqa/flake8
-  rev: 4.0.1
+  rev: 5.0.4
   hooks:
   - id: flake8
     additional_dependencies:
@@ -57,7 +56,7 @@ repos:
     files: 'singer_sdk/.*'
 
 - repo: https://github.com/asottile/pyupgrade
-  rev: v2.34.0
+  rev: v2.37.3
   hooks:
   - id: pyupgrade
     args: [--py37-plus]
diff --git a/CHANGELOG.md b/CHANGELOG.md
index c8f8523c8..83be5fa39 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -7,6 +7,35 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 
 
 
+## v0.8.0 (2022-08-05)
+
+### 🐛 Fixes
+
+- [#784](https://github.com/meltano/sdk/issues/784) Update return type for `backoff_max_tries` to reflect it accepts a callable that returns an integer
+- [#874](https://github.com/meltano/sdk/issues/874) Singer metrics are now properly emitted in JSON format --_Thanks, **@Jack-Burnett!**_
+
+### 📚 Documentation Improvements
+
+- [#869](https://github.com/meltano/sdk/issues/869) Cleanup whitespace in backoff code samples
+
+
+## v0.7.0 (2022-07-21)
+
+### ✨ New
+
+- [#785](https://github.com/meltano/sdk/issues/785) Output full URL path in error messages
+
+### 🐛 Fixes
+
+- [#815](https://github.com/meltano/sdk/issues/815) Generate correct SQL target project from cookiecutter
+- [#782](https://github.com/meltano/sdk/issues/782) Allow lists and dictionaries as types for default JSON values
+
+### 📚 Documentation Improvements
+
+- [#823](https://github.com/meltano/sdk/issues/823) Add link to the sdk for README generation regarding Stream Maps
+- [#813](https://github.com/meltano/sdk/issues/813) Fix PyPI trove classifiers
+- [#783](https://github.com/meltano/sdk/issues/783) Document using pipx inject for nox-poetry
+
 ## v0.6.1 (2022-07-01)
 
 ### Fix
diff --git a/cookiecutter/tap-template/{{cookiecutter.tap_id}}/pyproject.toml b/cookiecutter/tap-template/{{cookiecutter.tap_id}}/pyproject.toml
index 16e240e04..640d5c2f1 100644
--- a/cookiecutter/tap-template/{{cookiecutter.tap_id}}/pyproject.toml
+++ b/cookiecutter/tap-template/{{cookiecutter.tap_id}}/pyproject.toml
@@ -12,7 +12,7 @@ license = "Apache 2.0"
 [tool.poetry.dependencies]
 python = "<3.11,>=3.7.1"
 requests = "^2.25.1"
-singer-sdk = "^0.6.1"
+singer-sdk = "^0.8.0"
 
 [tool.poetry.dev-dependencies]
 pytest = "^6.2.5"
diff --git a/cookiecutter/target-template/{{cookiecutter.target_id}}/pyproject.toml b/cookiecutter/target-template/{{cookiecutter.target_id}}/pyproject.toml
index 7bec7be08..ac8526c05 100644
--- a/cookiecutter/target-template/{{cookiecutter.target_id}}/pyproject.toml
+++ b/cookiecutter/target-template/{{cookiecutter.target_id}}/pyproject.toml
@@ -12,7 +12,7 @@ license = "Apache 2.0"
 [tool.poetry.dependencies]
 python = "<3.11,>=3.7.1"
 requests = "^2.25.1"
-singer-sdk = "^0.6.1"
+singer-sdk = "^0.8.0"
 
 [tool.poetry.dev-dependencies]
 pytest = "^6.2.5"
diff --git a/cookiecutter/target-template/{{cookiecutter.target_id}}/{{cookiecutter.library_name}}/sinks.py b/cookiecutter/target-template/{{cookiecutter.target_id}}/{{cookiecutter.library_name}}/sinks.py
index 237448d9b..bf1bfb664 100644
--- a/cookiecutter/target-template/{{cookiecutter.target_id}}/{{cookiecutter.library_name}}/sinks.py
+++ b/cookiecutter/target-template/{{cookiecutter.target_id}}/{{cookiecutter.library_name}}/sinks.py
@@ -1,7 +1,42 @@
 """{{ cookiecutter.destination_name }} target sink class, which handles writing streams."""
 
-{% set sinkclass = "BatchSink" if cookiecutter.serialization_method == "Per batch" else "RecordSink" %}
-from singer_sdk.sinks import {{ sinkclass }}
+from __future__ import annotations
+
+{%- set
+    sinkclass_mapping = {
+        "Per batch": "BatchSink",
+        "Per record": "RecordSink",
+        "SQL": "SQLSink",
+    }
+%}
+
+{%- set sinkclass = sinkclass_mapping[cookiecutter.serialization_method] %}
+
+from singer_sdk.sinks import {% if sinkclass == "SQLSink" %}SQLConnector, {% endif %}{{ sinkclass }}
+
+{%- if sinkclass == "SQLSink" %}
+
+
+class {{ cookiecutter.destination_name }}Connector(SQLConnector):
+    """The connector for {{ cookiecutter.destination_name }}.
+
+    This class handles all DDL and type conversions.
+    """
+
+    allow_column_add: bool = True  # Whether ADD COLUMN is supported.
+    allow_column_rename: bool = True  # Whether RENAME COLUMN is supported.
+    allow_column_alter: bool = False  # Whether altering column types is supported.
+    allow_merge_upsert: bool = False  # Whether MERGE UPSERT is supported.
+    allow_temp_tables: bool = True  # Whether temp tables are supported.
+
+    def get_sqlalchemy_url(self, config: dict) -> str:
+        """Generates a SQLAlchemy URL for {{ cookiecutter.destination_name }}.
+
+        Args:
+            config: The configuration for the connector.
+        """
+        return super().get_sqlalchemy_url(config)
+{%- endif %}
 
 
 class {{ cookiecutter.destination_name }}Sink({{ sinkclass }}):
@@ -13,7 +48,9 @@ def process_record(self, record: dict, context: dict) -> None:
         # Sample:
         # ------
         # client.write(record)
-    {%- else -%}
+
+    {%- elif sinkclass == "BatchSink" -%}
+
     max_size = 10000  # Max records to write in one batch
 
     def start_batch(self, context: dict) -> None:
@@ -44,4 +81,8 @@ def process_batch(self, context: dict) -> None:
         # ------
         # client.upload(context["file_path"])  # Upload file
         # Path(context["file_path"]).unlink()  # Delete local copy
+
+    {%- elif sinkclass == "SQLSink" -%}
+
+    connector_class = {{ cookiecutter.destination_name }}Connector
     {%- endif %}
diff --git a/cookiecutter/target-template/{{cookiecutter.target_id}}/{{cookiecutter.library_name}}/target.py b/cookiecutter/target-template/{{cookiecutter.target_id}}/{{cookiecutter.library_name}}/target.py
index ac0c8dddc..883375cde 100644
--- a/cookiecutter/target-template/{{cookiecutter.target_id}}/{{cookiecutter.library_name}}/target.py
+++ b/cookiecutter/target-template/{{cookiecutter.target_id}}/{{cookiecutter.library_name}}/target.py
@@ -1,6 +1,10 @@
 """{{ cookiecutter.destination_name }} target class."""
 
-from singer_sdk.target_base import Target
+from __future__ import annotations
+
+{%- set target_class = "SQLTarget" if cookiecutter.serialization_method == "SQL" else "Target" %}
+
+from singer_sdk.target_base import {{ target_class }}
 from singer_sdk import typing as th
 
 from {{ cookiecutter.library_name }}.sinks import (
@@ -8,11 +12,18 @@
 )
 
 
-class Target{{ cookiecutter.destination_name }}(Target):
+class Target{{ cookiecutter.destination_name }}({{ target_class }}):
     """Sample target for {{ cookiecutter.destination_name }}."""
 
     name = "{{ cookiecutter.target_id }}"
     config_jsonschema = th.PropertiesList(
+        {%- if cookiecutter.serialization_method == "SQL" %}
+        th.Property(
+            "sqlalchemy_url",
+            th.StringType,
+            description="SQLAlchemy connection string",
+        ),
+        {%- else %}
         th.Property(
             "filepath",
             th.StringType,
@@ -23,5 +34,7 @@ class Target{{ cookiecutter.destination_name }}(Target):
             th.StringType,
             description="The scheme with which output files will be named"
         ),
+        {%- endif %}
     ).to_dict()
+
     default_sink_class = {{ cookiecutter.destination_name }}Sink
diff --git a/docs/code_samples.md b/docs/code_samples.md
index a2dd6f54f..7338e77b6 100644
--- a/docs/code_samples.md
+++ b/docs/code_samples.md
@@ -318,10 +318,8 @@ def backoff_wait_generator() -> Callable[..., Generator[int, Any, None]]:
         return int(response_headers.get("Retry-After", 0))
 
     return self.backoff_runtime(value=_backoff_from_headers)
-
 ```
 
-
 ## Additional Resources
 
 More links, resources, and example solutions are available from community
diff --git a/docs/conf.py b/docs/conf.py
index 20307de46..ec6864133 100644
--- a/docs/conf.py
+++ b/docs/conf.py
@@ -25,7 +25,7 @@
 author = "Meltano Core Team and Contributors"
 
 # The full version, including alpha/beta/rc tags
-release = "0.6.1"
+release = "0.8.0"
 
 
 # -- General configuration ---------------------------------------------------
diff --git a/noxfile.py b/noxfile.py
index 07f6e2b52..fa78fe087 100644
--- a/noxfile.py
+++ b/noxfile.py
@@ -102,7 +102,7 @@ def doctest(session: Session) -> None:
 @session(python=main_python_version)
 def coverage(session: Session) -> None:
     """Generate coverage report."""
-    args = session.posargs or ["report"]
+    args = session.posargs or ["report", "-m"]
 
     session.install("coverage[toml]")
 
diff --git a/poetry.lock b/poetry.lock
index b604bb0f7..1de0a95ad 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -178,7 +178,7 @@ requests = ">=2.23.0"
 
 [[package]]
 name = "coverage"
-version = "6.4.1"
+version = "6.4.3"
 description = "Code coverage measurement for Python"
 category = "dev"
 optional = false
@@ -249,14 +249,14 @@ pyflakes = ">=2.3.0,<2.4.0"
 
 [[package]]
 name = "flake8-annotations"
-version = "2.9.0"
+version = "2.9.1"
 description = "Flake8 Type Annotation Checks"
 category = "dev"
 optional = false
 python-versions = ">=3.7,<4.0"
 
 [package.dependencies]
-attrs = ">=21.4,<22.0"
+attrs = ">=21.4"
 flake8 = ">=3.7"
 typed-ast = {version = ">=1.4,<2.0", markers = "python_version < \"3.8\""}
 
@@ -421,12 +421,12 @@ attrs = ">=19,<22"
 typing-extensions = {version = ">=3.7.4", markers = "python_version < \"3.8\""}
 
 [package.extras]
-code_style = ["pre-commit (==2.6)"]
-compare = ["commonmark (>=0.9.1,<0.10.0)", "markdown (>=3.2.2,<3.3.0)", "mistletoe-ebp (>=0.10.0,<0.11.0)", "mistune (>=0.8.4,<0.9.0)", "panflute (>=1.12,<2.0)"]
-linkify = ["linkify-it-py (>=1.0,<2.0)"]
+testing = ["pytest-regressions", "pytest-cov", "pytest-benchmark (>=3.2,<4.0)", "pytest (>=3.6,<4)", "psutil", "coverage"]
+rtd = ["sphinx-book-theme", "sphinx-panels (>=0.4.0,<0.5.0)", "sphinx-copybutton", "sphinx (>=2,<4)", "pyyaml", "myst-nb (==0.13.0a1)"]
 plugins = ["mdit-py-plugins"]
-rtd = ["myst-nb (==0.13.0a1)", "pyyaml", "sphinx (>=2,<4)", "sphinx-copybutton", "sphinx-panels (>=0.4.0,<0.5.0)", "sphinx-book-theme"]
-testing = ["coverage", "psutil", "pytest (>=3.6,<4)", "pytest-benchmark (>=3.2,<4.0)", "pytest-cov", "pytest-regressions"]
+linkify = ["linkify-it-py (>=1.0,<2.0)"]
+compare = ["panflute (>=1.12,<2.0)", "mistune (>=0.8.4,<0.9.0)", "mistletoe-ebp (>=0.10.0,<0.11.0)", "markdown (>=3.2.2,<3.3.0)", "commonmark (>=0.9.1,<0.10.0)"]
+code_style = ["pre-commit (==2.6)"]
 
 [[package]]
 name = "markupsafe"
@@ -456,9 +456,9 @@ python-versions = "~=3.6"
 markdown-it-py = ">=1.0.0,<3.0.0"
 
 [package.extras]
+testing = ["pytest-regressions", "pytest-cov", "pytest (>=3.6,<4)", "coverage"]
+rtd = ["sphinx-book-theme (>=0.1.0,<0.2.0)", "myst-parser (>=0.14.0,<0.15.0)"]
 code_style = ["pre-commit (==2.6)"]
-rtd = ["myst-parser (>=0.14.0,<0.15.0)", "sphinx-book-theme (>=0.1.0,<0.2.0)"]
-testing = ["coverage", "pytest (>=3.6,<4)", "pytest-cov", "pytest-regressions"]
 
 [[package]]
 name = "memoization"
@@ -470,7 +470,7 @@ python-versions = ">=3, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, <4"
 
 [[package]]
 name = "mypy"
-version = "0.961"
+version = "0.971"
 description = "Optional static typing for Python"
 category = "dev"
 optional = false
@@ -545,27 +545,6 @@ python-versions = ">=3.6"
 [package.dependencies]
 pyparsing = ">=2.0.2,<3.0.5 || >3.0.5"
 
-[[package]]
-name = "pandas"
-version = "1.3.5"
-description = "Powerful data structures for data analysis, time series, and statistics"
-category = "dev"
-optional = false
-python-versions = ">=3.7.1"
-
-[package.dependencies]
-numpy = [
-    {version = ">=1.17.3", markers = "platform_machine != \"aarch64\" and platform_machine != \"arm64\" and python_version < \"3.10\""},
-    {version = ">=1.19.2", markers = "platform_machine == \"aarch64\" and python_version < \"3.10\""},
-    {version = ">=1.20.0", markers = "platform_machine == \"arm64\" and python_version < \"3.10\""},
-    {version = ">=1.21.0", markers = "python_version >= \"3.10\""},
-]
-python-dateutil = ">=2.7.3"
-pytz = ">=2017.3"
-
-[package.extras]
-test = ["hypothesis (>=3.58)", "pytest (>=6.0)", "pytest-xdist"]
-
 [[package]]
 name = "pathspec"
 version = "0.9.0"
@@ -603,7 +582,7 @@ pytz = "<2021.0"
 simplejson = "3.11.1"
 
 [package.extras]
-dev = ["pylint", "ipython", "ipdb", "nose"]
+dev = ["nose", "ipdb", "ipython", "pylint"]
 
 [[package]]
 name = "platformdirs"
@@ -629,8 +608,8 @@ python-versions = ">=3.6"
 importlib-metadata = {version = ">=0.12", markers = "python_version < \"3.8\""}
 
 [package.extras]
-dev = ["pre-commit", "tox"]
-testing = ["pytest", "pytest-benchmark"]
+testing = ["pytest-benchmark", "pytest"]
+dev = ["tox", "pre-commit"]
 
 [[package]]
 name = "ply"
@@ -650,7 +629,7 @@ python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
 
 [[package]]
 name = "pyarrow"
-version = "8.0.0"
+version = "9.0.0"
 description = "Python library for Apache Arrow"
 category = "dev"
 optional = false
@@ -880,7 +859,7 @@ python-versions = "*"
 
 [[package]]
 name = "sphinx"
-version = "5.0.2"
+version = "5.1.1"
 description = "Python documentation generator"
 category = "main"
 optional = true
@@ -890,7 +869,7 @@ python-versions = ">=3.6"
 alabaster = ">=0.7,<0.8"
 babel = ">=1.3"
 colorama = {version = ">=0.3.5", markers = "sys_platform == \"win32\""}
-docutils = ">=0.14,<0.19"
+docutils = ">=0.14,<0.20"
 imagesize = "*"
 importlib-metadata = {version = ">=4.4", markers = "python_version < \"3.10\""}
 Jinja2 = ">=2.3"
@@ -907,7 +886,7 @@ sphinxcontrib-serializinghtml = ">=1.1.5"
 
 [package.extras]
 docs = ["sphinxcontrib-websupport"]
-lint = ["flake8 (>=3.5.0)", "isort", "mypy (>=0.950)", "docutils-stubs", "types-typed-ast", "types-requests"]
+lint = ["flake8 (>=3.5.0)", "flake8-comprehensions", "flake8-bugbear", "isort", "mypy (>=0.971)", "sphinx-lint", "docutils-stubs", "types-typed-ast", "types-requests"]
 test = ["pytest (>=4.6)", "html5lib", "cython", "typed-ast"]
 
 [[package]]
@@ -922,8 +901,8 @@ python-versions = ">=3.6"
 sphinx = ">=1.8"
 
 [package.extras]
+rtd = ["sphinx-book-theme", "myst-nb", "ipython", "sphinx"]
 code_style = ["pre-commit (==2.12.1)"]
-rtd = ["sphinx", "ipython", "myst-nb", "sphinx-book-theme"]
 
 [[package]]
 name = "sphinx-rtd-theme"
@@ -938,7 +917,7 @@ docutils = "<0.18"
 sphinx = ">=1.6"
 
 [package.extras]
-dev = ["transifex-client", "sphinxcontrib-httpdomain", "bump2version"]
+dev = ["bump2version", "sphinxcontrib-httpdomain", "transifex-client"]
 
 [[package]]
 name = "sphinxcontrib-applehelp"
@@ -949,8 +928,8 @@ optional = true
 python-versions = ">=3.5"
 
 [package.extras]
-lint = ["flake8", "mypy", "docutils-stubs"]
 test = ["pytest"]
+lint = ["docutils-stubs", "mypy", "flake8"]
 
 [[package]]
 name = "sphinxcontrib-devhelp"
@@ -961,8 +940,8 @@ optional = true
 python-versions = ">=3.5"
 
 [package.extras]
-lint = ["flake8", "mypy", "docutils-stubs"]
 test = ["pytest"]
+lint = ["docutils-stubs", "mypy", "flake8"]
 
 [[package]]
 name = "sphinxcontrib-htmlhelp"
@@ -973,8 +952,8 @@ optional = true
 python-versions = ">=3.6"
 
 [package.extras]
-lint = ["flake8", "mypy", "docutils-stubs"]
-test = ["pytest", "html5lib"]
+test = ["html5lib", "pytest"]
+lint = ["docutils-stubs", "mypy", "flake8"]
 
 [[package]]
 name = "sphinxcontrib-jsmath"
@@ -985,7 +964,7 @@ optional = true
 python-versions = ">=3.5"
 
 [package.extras]
-test = ["pytest", "flake8", "mypy"]
+test = ["mypy", "flake8", "pytest"]
 
 [[package]]
 name = "sphinxcontrib-qthelp"
@@ -996,8 +975,8 @@ optional = true
 python-versions = ">=3.5"
 
 [package.extras]
-lint = ["flake8", "mypy", "docutils-stubs"]
 test = ["pytest"]
+lint = ["docutils-stubs", "mypy", "flake8"]
 
 [[package]]
 name = "sphinxcontrib-serializinghtml"
@@ -1008,12 +987,12 @@ optional = true
 python-versions = ">=3.5"
 
 [package.extras]
-lint = ["flake8", "mypy", "docutils-stubs"]
 test = ["pytest"]
+lint = ["docutils-stubs", "mypy", "flake8"]
 
 [[package]]
 name = "sqlalchemy"
-version = "1.4.39"
+version = "1.4.40"
 description = "Database Abstraction Library"
 category = "main"
 optional = false
@@ -1028,7 +1007,7 @@ aiomysql = ["greenlet (!=0.4.17)", "aiomysql"]
 aiosqlite = ["typing_extensions (!=3.10.0.1)", "greenlet (!=0.4.17)", "aiosqlite"]
 asyncio = ["greenlet (!=0.4.17)"]
 asyncmy = ["greenlet (!=0.4.17)", "asyncmy (>=0.2.3,!=0.2.4)"]
-mariadb_connector = ["mariadb (>=1.0.1)"]
+mariadb_connector = ["mariadb (>=1.0.1,!=1.1.2)"]
 mssql = ["pyodbc"]
 mssql_pymssql = ["pymssql"]
 mssql_pyodbc = ["pyodbc"]
@@ -1081,7 +1060,7 @@ python-versions = "*"
 
 [[package]]
 name = "types-python-dateutil"
-version = "2.8.18"
+version = "2.8.19"
 description = "Typing stubs for python-dateutil"
 category = "dev"
 optional = false
@@ -1089,7 +1068,7 @@ python-versions = "*"
 
 [[package]]
 name = "types-requests"
-version = "2.28.0"
+version = "2.28.8"
 description = "Typing stubs for requests"
 category = "dev"
 optional = false
@@ -1143,21 +1122,25 @@ full = ["rich", "orjson"]
 
 [[package]]
 name = "xdoctest"
-version = "1.0.0"
+version = "1.0.1"
 description = "A rewrite of the builtin doctest module"
 category = "dev"
 optional = false
-python-versions = "*"
+python-versions = ">=2.7,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4"
 
 [package.dependencies]
 six = "*"
 
 [package.extras]
-all = ["ipython", "ipython", "pygments", "pygments", "attrs", "cmake", "codecov", "colorama", "debugpy", "ipykernel", "ipykernel", "jedi", "jinja2", "jupyter-client", "jupyter-client", "jupyter-core", "nbconvert", "ninja", "pybind11", "pytest-cov", "pytest-cov", "pytest-cov", "pytest-cov", "pytest", "pytest", "pytest", "pytest", "pytest", "pytest", "scikit-build", "six", "typing"]
-jupyter = ["ipython", "ipython", "attrs", "debugpy", "ipykernel", "ipykernel", "jedi", "jinja2", "jupyter-client", "jupyter-client", "jupyter-core", "nbconvert"]
-optional = ["ipython", "ipython", "pygments", "pygments", "attrs", "colorama", "debugpy", "ipykernel", "ipykernel", "jedi", "jinja2", "jupyter-client", "jupyter-client", "jupyter-core", "nbconvert"]
+tests = ["pytest-cov", "pytest", "typing", "pytest", "pytest-cov", "pytest", "pytest-cov", "pytest", "pytest", "pytest-cov", "pytest", "scikit-build", "pybind11", "ninja", "codecov", "cmake"]
+tests-strict = ["pytest-cov (==3.0.0)", "pytest (==6.2.5)", "typing (==3.7.4)", "pytest (==4.6.0)", "pytest (==4.6.0)", "pytest-cov (==2.9.0)", "pytest (==4.6.0)", "pytest-cov (==2.8.1)", "pytest (==4.6.0)", "pytest (==4.6.0)", "pytest-cov (==2.8.1)", "scikit-build (==0.11.1)", "pybind11 (==2.7.1)", "ninja (==1.10.2)", "codecov (==2.0.15)", "cmake (==3.21.2)"]
+runtime-strict = ["six (==1.11.0)"]
+optional = ["ipykernel", "ipython", "jupyter-client", "nbconvert", "jupyter-core", "jinja2", "jedi", "attrs", "pygments", "ipython-genutils", "debugpy", "debugpy", "debugpy", "ipykernel", "debugpy", "ipython", "jupyter-client", "pygments", "tomli", "debugpy", "colorama"]
+optional-strict = ["ipykernel (==6.0.0)", "IPython (==7.23.1)", "jupyter-client (==7.0.0)", "nbconvert (==6.0.0)", "jupyter-core (==4.7.0)", "jinja2 (==3.0.0)", "jedi (==0.16)", "attrs (==19.2.0)", "Pygments (==2.4.1)", "ipython-genutils (==0.2.0)", "debugpy (==1.6.0)", "debugpy (==1.0.0)", "debugpy (==1.0.0)", "ipykernel (==5.2.0)", "debugpy (==1.0.0)", "IPython (==7.10.0)", "jupyter-client (==6.1.5)", "Pygments (==2.0.0)", "tomli (==0.2.0)", "debugpy (==1.3.0)", "colorama (==0.4.1)"]
+jupyter = ["ipykernel", "ipython", "jupyter-client", "nbconvert", "jupyter-core", "jinja2", "jedi", "attrs", "ipython-genutils", "debugpy", "debugpy", "debugpy", "ipykernel", "debugpy", "ipython", "jupyter-client", "debugpy"]
 colors = ["pygments", "pygments", "colorama"]
-tests = ["cmake", "codecov", "ninja", "pybind11", "pytest-cov", "pytest-cov", "pytest-cov", "pytest-cov", "pytest", "pytest", "pytest", "pytest", "pytest", "pytest", "scikit-build", "typing"]
+all = ["ipykernel", "ipython", "jupyter-client", "pytest-cov", "nbconvert", "jupyter-core", "jinja2", "jedi", "attrs", "pygments", "pytest", "ipython-genutils", "debugpy", "typing", "debugpy", "debugpy", "pytest", "ipykernel", "debugpy", "ipython", "jupyter-client", "pytest-cov", "pytest", "pytest-cov", "pytest", "pygments", "pytest", "debugpy", "pytest-cov", "pytest", "colorama", "six", "scikit-build", "pybind11", "ninja", "codecov", "cmake"]
+all-strict = ["ipykernel (==6.0.0)", "IPython (==7.23.1)", "jupyter-client (==7.0.0)", "pytest-cov (==3.0.0)", "nbconvert (==6.0.0)", "jupyter-core (==4.7.0)", "jinja2 (==3.0.0)", "jedi (==0.16)", "attrs (==19.2.0)", "Pygments (==2.4.1)", "pytest (==6.2.5)", "ipython-genutils (==0.2.0)", "debugpy (==1.6.0)", "typing (==3.7.4)", "debugpy (==1.0.0)", "debugpy (==1.0.0)", "pytest (==4.6.0)", "ipykernel (==5.2.0)", "debugpy (==1.0.0)", "IPython (==7.10.0)", "jupyter-client (==6.1.5)", "pytest (==4.6.0)", "pytest-cov (==2.9.0)", "pytest (==4.6.0)", "pytest-cov (==2.8.1)", "Pygments (==2.0.0)", "pytest (==4.6.0)", "debugpy (==1.3.0)", "pytest (==4.6.0)", "pytest-cov (==2.8.1)", "colorama (==0.4.1)", "six (==1.11.0)", "scikit-build (==0.11.1)", "pybind11 (==2.7.1)", "ninja (==1.10.2)", "codecov (==2.0.15)", "cmake (==3.21.2)"]
 
 [[package]]
 name = "zipp"
@@ -1177,7 +1160,7 @@ docs = ["sphinx", "sphinx-rtd-theme", "sphinx-copybutton", "myst-parser"]
 [metadata]
 lock-version = "1.1"
 python-versions = "<3.11,>=3.7.1"
-content-hash = "324f962f66d674b1fa00bf8ab64be671585e3ac6741352649228826b0ec1e2e9"
+content-hash = "7f9d074974991a99ffcb53cde4af347444af8d393e266a33c08b75eb84524fe5"
 
 [metadata.files]
 alabaster = [
@@ -1313,47 +1296,47 @@ cookiecutter = [
     {file = "cookiecutter-2.1.1.tar.gz", hash = "sha256:f3982be8d9c53dac1261864013fdec7f83afd2e42ede6f6dd069c5e149c540d5"},
 ]
 coverage = [
-    {file = "coverage-6.4.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:f1d5aa2703e1dab4ae6cf416eb0095304f49d004c39e9db1d86f57924f43006b"},
-    {file = "coverage-6.4.1-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:4ce1b258493cbf8aec43e9b50d89982346b98e9ffdfaae8ae5793bc112fb0068"},
-    {file = "coverage-6.4.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:83c4e737f60c6936460c5be330d296dd5b48b3963f48634c53b3f7deb0f34ec4"},
-    {file = "coverage-6.4.1-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:84e65ef149028516c6d64461b95a8dbcfce95cfd5b9eb634320596173332ea84"},
-    {file = "coverage-6.4.1-cp310-cp310-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:f69718750eaae75efe506406c490d6fc5a6161d047206cc63ce25527e8a3adad"},
-    {file = "coverage-6.4.1-cp310-cp310-musllinux_1_1_aarch64.whl", hash = "sha256:e57816f8ffe46b1df8f12e1b348f06d164fd5219beba7d9433ba79608ef011cc"},
-    {file = "coverage-6.4.1-cp310-cp310-musllinux_1_1_i686.whl", hash = "sha256:01c5615d13f3dd3aa8543afc069e5319cfa0c7d712f6e04b920431e5c564a749"},
-    {file = "coverage-6.4.1-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:75ab269400706fab15981fd4bd5080c56bd5cc07c3bccb86aab5e1d5a88dc8f4"},
-    {file = "coverage-6.4.1-cp310-cp310-win32.whl", hash = "sha256:a7f3049243783df2e6cc6deafc49ea123522b59f464831476d3d1448e30d72df"},
-    {file = "coverage-6.4.1-cp310-cp310-win_amd64.whl", hash = "sha256:ee2ddcac99b2d2aec413e36d7a429ae9ebcadf912946b13ffa88e7d4c9b712d6"},
-    {file = "coverage-6.4.1-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:fb73e0011b8793c053bfa85e53129ba5f0250fdc0392c1591fd35d915ec75c46"},
-    {file = "coverage-6.4.1-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:106c16dfe494de3193ec55cac9640dd039b66e196e4641fa8ac396181578b982"},
-    {file = "coverage-6.4.1-cp37-cp37m-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:87f4f3df85aa39da00fd3ec4b5abeb7407e82b68c7c5ad181308b0e2526da5d4"},
-    {file = "coverage-6.4.1-cp37-cp37m-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:961e2fb0680b4f5ad63234e0bf55dfb90d302740ae9c7ed0120677a94a1590cb"},
-    {file = "coverage-6.4.1-cp37-cp37m-musllinux_1_1_aarch64.whl", hash = "sha256:cec3a0f75c8f1031825e19cd86ee787e87cf03e4fd2865c79c057092e69e3a3b"},
-    {file = "coverage-6.4.1-cp37-cp37m-musllinux_1_1_i686.whl", hash = "sha256:129cd05ba6f0d08a766d942a9ed4b29283aff7b2cccf5b7ce279d50796860bb3"},
-    {file = "coverage-6.4.1-cp37-cp37m-musllinux_1_1_x86_64.whl", hash = "sha256:bf5601c33213d3cb19d17a796f8a14a9eaa5e87629a53979a5981e3e3ae166f6"},
-    {file = "coverage-6.4.1-cp37-cp37m-win32.whl", hash = "sha256:269eaa2c20a13a5bf17558d4dc91a8d078c4fa1872f25303dddcbba3a813085e"},
-    {file = "coverage-6.4.1-cp37-cp37m-win_amd64.whl", hash = "sha256:f02cbbf8119db68455b9d763f2f8737bb7db7e43720afa07d8eb1604e5c5ae28"},
-    {file = "coverage-6.4.1-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:ffa9297c3a453fba4717d06df579af42ab9a28022444cae7fa605af4df612d54"},
-    {file = "coverage-6.4.1-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:145f296d00441ca703a659e8f3eb48ae39fb083baba2d7ce4482fb2723e050d9"},
-    {file = "coverage-6.4.1-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:d67d44996140af8b84284e5e7d398e589574b376fb4de8ccd28d82ad8e3bea13"},
-    {file = "coverage-6.4.1-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:2bd9a6fc18aab8d2e18f89b7ff91c0f34ff4d5e0ba0b33e989b3cd4194c81fd9"},
-    {file = "coverage-6.4.1-cp38-cp38-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:3384f2a3652cef289e38100f2d037956194a837221edd520a7ee5b42d00cc605"},
-    {file = "coverage-6.4.1-cp38-cp38-musllinux_1_1_aarch64.whl", hash = "sha256:9b3e07152b4563722be523e8cd0b209e0d1a373022cfbde395ebb6575bf6790d"},
-    {file = "coverage-6.4.1-cp38-cp38-musllinux_1_1_i686.whl", hash = "sha256:1480ff858b4113db2718848d7b2d1b75bc79895a9c22e76a221b9d8d62496428"},
-    {file = "coverage-6.4.1-cp38-cp38-musllinux_1_1_x86_64.whl", hash = "sha256:865d69ae811a392f4d06bde506d531f6a28a00af36f5c8649684a9e5e4a85c83"},
-    {file = "coverage-6.4.1-cp38-cp38-win32.whl", hash = "sha256:664a47ce62fe4bef9e2d2c430306e1428ecea207ffd68649e3b942fa8ea83b0b"},
-    {file = "coverage-6.4.1-cp38-cp38-win_amd64.whl", hash = "sha256:26dff09fb0d82693ba9e6231248641d60ba606150d02ed45110f9ec26404ed1c"},
-    {file = "coverage-6.4.1-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:d9c80df769f5ec05ad21ea34be7458d1dc51ff1fb4b2219e77fe24edf462d6df"},
-    {file = "coverage-6.4.1-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:39ee53946bf009788108b4dd2894bf1349b4e0ca18c2016ffa7d26ce46b8f10d"},
-    {file = "coverage-6.4.1-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:f5b66caa62922531059bc5ac04f836860412f7f88d38a476eda0a6f11d4724f4"},
-    {file = "coverage-6.4.1-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:fd180ed867e289964404051a958f7cccabdeed423f91a899829264bb7974d3d3"},
-    {file = "coverage-6.4.1-cp39-cp39-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:84631e81dd053e8a0d4967cedab6db94345f1c36107c71698f746cb2636c63e3"},
-    {file = "coverage-6.4.1-cp39-cp39-musllinux_1_1_aarch64.whl", hash = "sha256:8c08da0bd238f2970230c2a0d28ff0e99961598cb2e810245d7fc5afcf1254e8"},
-    {file = "coverage-6.4.1-cp39-cp39-musllinux_1_1_i686.whl", hash = "sha256:d42c549a8f41dc103a8004b9f0c433e2086add8a719da00e246e17cbe4056f72"},
-    {file = "coverage-6.4.1-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:309ce4a522ed5fca432af4ebe0f32b21d6d7ccbb0f5fcc99290e71feba67c264"},
-    {file = "coverage-6.4.1-cp39-cp39-win32.whl", hash = "sha256:fdb6f7bd51c2d1714cea40718f6149ad9be6a2ee7d93b19e9f00934c0f2a74d9"},
-    {file = "coverage-6.4.1-cp39-cp39-win_amd64.whl", hash = "sha256:342d4aefd1c3e7f620a13f4fe563154d808b69cccef415415aece4c786665397"},
-    {file = "coverage-6.4.1-pp36.pp37.pp38-none-any.whl", hash = "sha256:4803e7ccf93230accb928f3a68f00ffa80a88213af98ed338a57ad021ef06815"},
-    {file = "coverage-6.4.1.tar.gz", hash = "sha256:4321f075095a096e70aff1d002030ee612b65a205a0a0f5b815280d5dc58100c"},
+    {file = "coverage-6.4.3-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:f50d3a822947572496ea922ee7825becd8e3ae6fbd2400cd8236b7d64b17f285"},
+    {file = "coverage-6.4.3-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:d5191d53afbe5b6059895fa7f58223d3751c42b8101fb3ce767e1a0b1a1d8f87"},
+    {file = "coverage-6.4.3-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:04010af3c06ce2bfeb3b1e4e05d136f88d88c25f76cd4faff5d1fd84d11581ea"},
+    {file = "coverage-6.4.3-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:6630d8d943644ea62132789940ca97d05fac83f73186eaf0930ffa715fbdab6b"},
+    {file = "coverage-6.4.3-cp310-cp310-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:05de0762c1caed4a162b3e305f36cf20a548ff4da0be6766ad5c870704be3660"},
+    {file = "coverage-6.4.3-cp310-cp310-musllinux_1_1_aarch64.whl", hash = "sha256:0e3a41aad5919613483aad9ebd53336905cab1bd6788afd3995c2a972d89d795"},
+    {file = "coverage-6.4.3-cp310-cp310-musllinux_1_1_i686.whl", hash = "sha256:a2738ba1ee544d6f294278cfb6de2dc1f9a737a780469b5366e662a218f806c3"},
+    {file = "coverage-6.4.3-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:a0d2df4227f645a879010461df2cea6b7e3fb5a97d7eafa210f7fb60345af9e8"},
+    {file = "coverage-6.4.3-cp310-cp310-win32.whl", hash = "sha256:73a10939dc345460ca0655356a470dd3de9759919186a82383c87b6eb315faf2"},
+    {file = "coverage-6.4.3-cp310-cp310-win_amd64.whl", hash = "sha256:53c8edd3b83a4ddba3d8c506f1359401e7770b30f2188f15c17a338adf5a14db"},
+    {file = "coverage-6.4.3-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:f1eda5cae434282712e40b42aaf590b773382afc3642786ac3ed39053973f61f"},
+    {file = "coverage-6.4.3-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:59fc88bc13e30f25167e807b8cad3c41b7218ef4473a20c86fd98a7968733083"},
+    {file = "coverage-6.4.3-cp37-cp37m-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:d75314b00825d70e1e34b07396e23f47ed1d4feedc0122748f9f6bd31a544840"},
+    {file = "coverage-6.4.3-cp37-cp37m-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:52f8b9fcf3c5e427d51bbab1fb92b575a9a9235d516f175b24712bcd4b5be917"},
+    {file = "coverage-6.4.3-cp37-cp37m-musllinux_1_1_aarch64.whl", hash = "sha256:5a559aab40c716de80c7212295d0dc96bc1b6c719371c20dd18c5187c3155518"},
+    {file = "coverage-6.4.3-cp37-cp37m-musllinux_1_1_i686.whl", hash = "sha256:306788fd019bb90e9cbb83d3f3c6becad1c048dd432af24f8320cf38ac085684"},
+    {file = "coverage-6.4.3-cp37-cp37m-musllinux_1_1_x86_64.whl", hash = "sha256:920a734fe3d311ca01883b4a19aa386c97b82b69fbc023458899cff0a0d621b9"},
+    {file = "coverage-6.4.3-cp37-cp37m-win32.whl", hash = "sha256:ab9ef0187d6c62b09dec83a84a3b94f71f9690784c84fd762fb3cf2d2b44c914"},
+    {file = "coverage-6.4.3-cp37-cp37m-win_amd64.whl", hash = "sha256:39ebd8e120cb77a06ee3d5fc26f9732670d1c397d7cd3acf02f6f62693b89b80"},
+    {file = "coverage-6.4.3-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:bc698580216050b5f4a34d2cdd2838b429c53314f1c4835fab7338200a8396f2"},
+    {file = "coverage-6.4.3-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:877ee5478fd78e100362aed56db47ccc5f23f6e7bb035a8896855f4c3e49bc9b"},
+    {file = "coverage-6.4.3-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:555a498999c44f5287cc95500486cd0d4f021af9162982cbe504d4cb388f73b5"},
+    {file = "coverage-6.4.3-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:eff095a5aac7011fdb51a2c82a8fae9ec5211577f4b764e1e59cfa27ceeb1b59"},
+    {file = "coverage-6.4.3-cp38-cp38-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:5de1e9335e2569974e20df0ce31493d315a830d7987e71a24a2a335a8d8459d3"},
+    {file = "coverage-6.4.3-cp38-cp38-musllinux_1_1_aarch64.whl", hash = "sha256:7856ea39059d75f822ff0df3a51ea6d76307c897048bdec3aad1377e4e9dca20"},
+    {file = "coverage-6.4.3-cp38-cp38-musllinux_1_1_i686.whl", hash = "sha256:411fdd9f4203afd93b056c0868c8f9e5e16813e765de962f27e4e5798356a052"},
+    {file = "coverage-6.4.3-cp38-cp38-musllinux_1_1_x86_64.whl", hash = "sha256:cdf7b83f04a313a21afb1f8730fe4dd09577fefc53bbdfececf78b2006f4268e"},
+    {file = "coverage-6.4.3-cp38-cp38-win32.whl", hash = "sha256:ab2b1a89d2bc7647622e9eaf06128a5b5451dccf7c242deaa31420b055716481"},
+    {file = "coverage-6.4.3-cp38-cp38-win_amd64.whl", hash = "sha256:0e34247274bde982bbc613894d33f9e36358179db2ed231dd101c48dd298e7b0"},
+    {file = "coverage-6.4.3-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:b104b6b1827d6a22483c469e3983a204bcf9c6bf7544bf90362c4654ebc2edf3"},
+    {file = "coverage-6.4.3-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:adf1a0d272633b21d645dd6e02e3293429c1141c7d65a58e4cbcd592d53b8e01"},
+    {file = "coverage-6.4.3-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:ff9832434a9193fbd716fbe05f9276484e18d26cc4cf850853594bb322807ac3"},
+    {file = "coverage-6.4.3-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:923f9084d7e1d31b5f74c92396b05b18921ed01ee5350402b561a79dce3ea48d"},
+    {file = "coverage-6.4.3-cp39-cp39-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:e4d64304acf79766e650f7acb81d263a3ea6e2d0d04c5172b7189180ff2c023c"},
+    {file = "coverage-6.4.3-cp39-cp39-musllinux_1_1_aarch64.whl", hash = "sha256:fc294de50941d3da66a09dca06e206297709332050973eca17040278cb0918ff"},
+    {file = "coverage-6.4.3-cp39-cp39-musllinux_1_1_i686.whl", hash = "sha256:a42eaaae772f14a5194f181740a67bfd48e8806394b8c67aa4399e09d0d6b5db"},
+    {file = "coverage-6.4.3-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:4822327b35cb032ff16af3bec27f73985448f08e874146b5b101e0e558b613dd"},
+    {file = "coverage-6.4.3-cp39-cp39-win32.whl", hash = "sha256:f217850ac0e046ede611312703423767ca032a7b952b5257efac963942c055de"},
+    {file = "coverage-6.4.3-cp39-cp39-win_amd64.whl", hash = "sha256:0a84376e4fd13cebce2c0ef8c2f037929c8307fb94af1e5dbe50272a1c651b5d"},
+    {file = "coverage-6.4.3-pp36.pp37.pp38-none-any.whl", hash = "sha256:068d6f2a893af838291b8809c876973d885543411ea460f3e6886ac0ee941732"},
+    {file = "coverage-6.4.3.tar.gz", hash = "sha256:ec2ae1f398e5aca655b7084392d23e80efb31f7a660d2eecf569fb9f79b3fb94"},
 ]
 cryptography = [
     {file = "cryptography-37.0.4-cp36-abi3-macosx_10_10_universal2.whl", hash = "sha256:549153378611c0cca1042f20fd9c5030d37a72f634c9326e225c9f666d472884"},
@@ -1396,8 +1379,8 @@ flake8 = [
     {file = "flake8-3.9.2.tar.gz", hash = "sha256:07528381786f2a6237b061f6e96610a4167b226cb926e2aa2b6b1d78057c576b"},
 ]
 flake8-annotations = [
-    {file = "flake8-annotations-2.9.0.tar.gz", hash = "sha256:63fb3f538970b6a8dfd84125cf5af16f7b22e52d5032acb3b7eb23645ecbda9b"},
-    {file = "flake8_annotations-2.9.0-py3-none-any.whl", hash = "sha256:84f46de2964cb18fccea968d9eafce7cf857e34d913d515120795b9af6498d56"},
+    {file = "flake8-annotations-2.9.1.tar.gz", hash = "sha256:11f09efb99ae63c8f9d6b492b75fe147fbc323179fddfe00b2e56eefeca42f57"},
+    {file = "flake8_annotations-2.9.1-py3-none-any.whl", hash = "sha256:a4385158a7a9fc8af1d8820a2f4c8d03387997006a83f5f8bfe5bc6085bdf88a"},
 ]
 flake8-docstrings = [
     {file = "flake8-docstrings-1.6.0.tar.gz", hash = "sha256:9fe7c6a306064af8e62a055c2f61e9eb1da55f84bb39caef2b84ce53708ac34b"},
@@ -1592,29 +1575,29 @@ memoization = [
     {file = "memoization-0.4.0.tar.gz", hash = "sha256:fde5e7cd060ef45b135e0310cfec17b2029dc472ccb5bbbbb42a503d4538a135"},
 ]
 mypy = [
-    {file = "mypy-0.961-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:697540876638ce349b01b6786bc6094ccdaba88af446a9abb967293ce6eaa2b0"},
-    {file = "mypy-0.961-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:b117650592e1782819829605a193360a08aa99f1fc23d1d71e1a75a142dc7e15"},
-    {file = "mypy-0.961-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:bdd5ca340beffb8c44cb9dc26697628d1b88c6bddf5c2f6eb308c46f269bb6f3"},
-    {file = "mypy-0.961-cp310-cp310-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:3e09f1f983a71d0672bbc97ae33ee3709d10c779beb613febc36805a6e28bb4e"},
-    {file = "mypy-0.961-cp310-cp310-win_amd64.whl", hash = "sha256:e999229b9f3198c0c880d5e269f9f8129c8862451ce53a011326cad38b9ccd24"},
-    {file = "mypy-0.961-cp36-cp36m-macosx_10_9_x86_64.whl", hash = "sha256:b24be97351084b11582fef18d79004b3e4db572219deee0212078f7cf6352723"},
-    {file = "mypy-0.961-cp36-cp36m-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:f4a21d01fc0ba4e31d82f0fff195682e29f9401a8bdb7173891070eb260aeb3b"},
-    {file = "mypy-0.961-cp36-cp36m-win_amd64.whl", hash = "sha256:439c726a3b3da7ca84a0199a8ab444cd8896d95012c4a6c4a0d808e3147abf5d"},
-    {file = "mypy-0.961-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:5a0b53747f713f490affdceef835d8f0cb7285187a6a44c33821b6d1f46ed813"},
-    {file = "mypy-0.961-cp37-cp37m-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:0e9f70df36405c25cc530a86eeda1e0867863d9471fe76d1273c783df3d35c2e"},
-    {file = "mypy-0.961-cp37-cp37m-win_amd64.whl", hash = "sha256:b88f784e9e35dcaa075519096dc947a388319cb86811b6af621e3523980f1c8a"},
-    {file = "mypy-0.961-cp38-cp38-macosx_10_9_universal2.whl", hash = "sha256:d5aaf1edaa7692490f72bdb9fbd941fbf2e201713523bdb3f4038be0af8846c6"},
-    {file = "mypy-0.961-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:9f5f5a74085d9a81a1f9c78081d60a0040c3efb3f28e5c9912b900adf59a16e6"},
-    {file = "mypy-0.961-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:f4b794db44168a4fc886e3450201365c9526a522c46ba089b55e1f11c163750d"},
-    {file = "mypy-0.961-cp38-cp38-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:64759a273d590040a592e0f4186539858c948302c653c2eac840c7a3cd29e51b"},
-    {file = "mypy-0.961-cp38-cp38-win_amd64.whl", hash = "sha256:63e85a03770ebf403291ec50097954cc5caf2a9205c888ce3a61bd3f82e17569"},
-    {file = "mypy-0.961-cp39-cp39-macosx_10_9_universal2.whl", hash = "sha256:5f1332964963d4832a94bebc10f13d3279be3ce8f6c64da563d6ee6e2eeda932"},
-    {file = "mypy-0.961-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:006be38474216b833eca29ff6b73e143386f352e10e9c2fbe76aa8549e5554f5"},
-    {file = "mypy-0.961-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:9940e6916ed9371809b35b2154baf1f684acba935cd09928952310fbddaba648"},
-    {file = "mypy-0.961-cp39-cp39-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:a5ea0875a049de1b63b972456542f04643daf320d27dc592d7c3d9cd5d9bf950"},
-    {file = "mypy-0.961-cp39-cp39-win_amd64.whl", hash = "sha256:1ece702f29270ec6af25db8cf6185c04c02311c6bb21a69f423d40e527b75c56"},
-    {file = "mypy-0.961-py3-none-any.whl", hash = "sha256:03c6cc893e7563e7b2949b969e63f02c000b32502a1b4d1314cabe391aa87d66"},
-    {file = "mypy-0.961.tar.gz", hash = "sha256:f730d56cb924d371c26b8eaddeea3cc07d78ff51c521c6d04899ac6904b75492"},
+    {file = "mypy-0.971-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:f2899a3cbd394da157194f913a931edfd4be5f274a88041c9dc2d9cdcb1c315c"},
+    {file = "mypy-0.971-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:98e02d56ebe93981c41211c05adb630d1d26c14195d04d95e49cd97dbc046dc5"},
+    {file = "mypy-0.971-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:19830b7dba7d5356d3e26e2427a2ec91c994cd92d983142cbd025ebe81d69cf3"},
+    {file = "mypy-0.971-cp310-cp310-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:02ef476f6dcb86e6f502ae39a16b93285fef97e7f1ff22932b657d1ef1f28655"},
+    {file = "mypy-0.971-cp310-cp310-win_amd64.whl", hash = "sha256:25c5750ba5609a0c7550b73a33deb314ecfb559c350bb050b655505e8aed4103"},
+    {file = "mypy-0.971-cp36-cp36m-macosx_10_9_x86_64.whl", hash = "sha256:d3348e7eb2eea2472db611486846742d5d52d1290576de99d59edeb7cd4a42ca"},
+    {file = "mypy-0.971-cp36-cp36m-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:3fa7a477b9900be9b7dd4bab30a12759e5abe9586574ceb944bc29cddf8f0417"},
+    {file = "mypy-0.971-cp36-cp36m-win_amd64.whl", hash = "sha256:2ad53cf9c3adc43cf3bea0a7d01a2f2e86db9fe7596dfecb4496a5dda63cbb09"},
+    {file = "mypy-0.971-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:855048b6feb6dfe09d3353466004490b1872887150c5bb5caad7838b57328cc8"},
+    {file = "mypy-0.971-cp37-cp37m-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:23488a14a83bca6e54402c2e6435467a4138785df93ec85aeff64c6170077fb0"},
+    {file = "mypy-0.971-cp37-cp37m-win_amd64.whl", hash = "sha256:4b21e5b1a70dfb972490035128f305c39bc4bc253f34e96a4adf9127cf943eb2"},
+    {file = "mypy-0.971-cp38-cp38-macosx_10_9_universal2.whl", hash = "sha256:9796a2ba7b4b538649caa5cecd398d873f4022ed2333ffde58eaf604c4d2cb27"},
+    {file = "mypy-0.971-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:5a361d92635ad4ada1b1b2d3630fc2f53f2127d51cf2def9db83cba32e47c856"},
+    {file = "mypy-0.971-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:b793b899f7cf563b1e7044a5c97361196b938e92f0a4343a5d27966a53d2ec71"},
+    {file = "mypy-0.971-cp38-cp38-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:d1ea5d12c8e2d266b5fb8c7a5d2e9c0219fedfeb493b7ed60cd350322384ac27"},
+    {file = "mypy-0.971-cp38-cp38-win_amd64.whl", hash = "sha256:23c7ff43fff4b0df93a186581885c8512bc50fc4d4910e0f838e35d6bb6b5e58"},
+    {file = "mypy-0.971-cp39-cp39-macosx_10_9_universal2.whl", hash = "sha256:1f7656b69974a6933e987ee8ffb951d836272d6c0f81d727f1d0e2696074d9e6"},
+    {file = "mypy-0.971-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:d2022bfadb7a5c2ef410d6a7c9763188afdb7f3533f22a0a32be10d571ee4bbe"},
+    {file = "mypy-0.971-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:ef943c72a786b0f8d90fd76e9b39ce81fb7171172daf84bf43eaf937e9f220a9"},
+    {file = "mypy-0.971-cp39-cp39-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:d744f72eb39f69312bc6c2abf8ff6656973120e2eb3f3ec4f758ed47e414a4bf"},
+    {file = "mypy-0.971-cp39-cp39-win_amd64.whl", hash = "sha256:77a514ea15d3007d33a9e2157b0ba9c267496acf12a7f2b9b9f8446337aac5b0"},
+    {file = "mypy-0.971-py3-none-any.whl", hash = "sha256:0d054ef16b071149917085f51f89555a576e2618d5d9dd70bd6eea6410af3ac9"},
+    {file = "mypy-0.971.tar.gz", hash = "sha256:40b0f21484238269ae6a57200c807d80debc6459d444c0489a102d7c6a75fa56"},
 ]
 mypy-extensions = [
     {file = "mypy_extensions-0.4.3-py2.py3-none-any.whl", hash = "sha256:090fedd75945a69ae91ce1303b5824f428daf5a028d2f6ab8a299250a846f15d"},
@@ -1665,33 +1648,6 @@ packaging = [
     {file = "packaging-21.3-py3-none-any.whl", hash = "sha256:ef103e05f519cdc783ae24ea4e2e0f508a9c99b2d4969652eed6a2e1ea5bd522"},
     {file = "packaging-21.3.tar.gz", hash = "sha256:dd47c42927d89ab911e606518907cc2d3a1f38bbd026385970643f9c5b8ecfeb"},
 ]
-pandas = [
-    {file = "pandas-1.3.5-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:62d5b5ce965bae78f12c1c0df0d387899dd4211ec0bdc52822373f13a3a022b9"},
-    {file = "pandas-1.3.5-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:adfeb11be2d54f275142c8ba9bf67acee771b7186a5745249c7d5a06c670136b"},
-    {file = "pandas-1.3.5-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:60a8c055d58873ad81cae290d974d13dd479b82cbb975c3e1fa2cf1920715296"},
-    {file = "pandas-1.3.5-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:fd541ab09e1f80a2a1760032d665f6e032d8e44055d602d65eeea6e6e85498cb"},
-    {file = "pandas-1.3.5-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:2651d75b9a167cc8cc572cf787ab512d16e316ae00ba81874b560586fa1325e0"},
-    {file = "pandas-1.3.5-cp310-cp310-win_amd64.whl", hash = "sha256:aaf183a615ad790801fa3cf2fa450e5b6d23a54684fe386f7e3208f8b9bfbef6"},
-    {file = "pandas-1.3.5-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:344295811e67f8200de2390093aeb3c8309f5648951b684d8db7eee7d1c81fb7"},
-    {file = "pandas-1.3.5-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:552020bf83b7f9033b57cbae65589c01e7ef1544416122da0c79140c93288f56"},
-    {file = "pandas-1.3.5-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:5cce0c6bbeb266b0e39e35176ee615ce3585233092f685b6a82362523e59e5b4"},
-    {file = "pandas-1.3.5-cp37-cp37m-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:7d28a3c65463fd0d0ba8bbb7696b23073efee0510783340a44b08f5e96ffce0c"},
-    {file = "pandas-1.3.5-cp37-cp37m-win32.whl", hash = "sha256:a62949c626dd0ef7de11de34b44c6475db76995c2064e2d99c6498c3dba7fe58"},
-    {file = "pandas-1.3.5-cp37-cp37m-win_amd64.whl", hash = "sha256:8025750767e138320b15ca16d70d5cdc1886e8f9cc56652d89735c016cd8aea6"},
-    {file = "pandas-1.3.5-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:fe95bae4e2d579812865db2212bb733144e34d0c6785c0685329e5b60fcb85dd"},
-    {file = "pandas-1.3.5-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:5f261553a1e9c65b7a310302b9dbac31cf0049a51695c14ebe04e4bfd4a96f02"},
-    {file = "pandas-1.3.5-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:8b6dbec5f3e6d5dc80dcfee250e0a2a652b3f28663492f7dab9a24416a48ac39"},
-    {file = "pandas-1.3.5-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:d3bc49af96cd6285030a64779de5b3688633a07eb75c124b0747134a63f4c05f"},
-    {file = "pandas-1.3.5-cp38-cp38-win32.whl", hash = "sha256:b6b87b2fb39e6383ca28e2829cddef1d9fc9e27e55ad91ca9c435572cdba51bf"},
-    {file = "pandas-1.3.5-cp38-cp38-win_amd64.whl", hash = "sha256:a395692046fd8ce1edb4c6295c35184ae0c2bbe787ecbe384251da609e27edcb"},
-    {file = "pandas-1.3.5-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:bd971a3f08b745a75a86c00b97f3007c2ea175951286cdda6abe543e687e5f2f"},
-    {file = "pandas-1.3.5-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:37f06b59e5bc05711a518aa10beaec10942188dccb48918bb5ae602ccbc9f1a0"},
-    {file = "pandas-1.3.5-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:2c21778a688d3712d35710501f8001cdbf96eb70a7c587a3d5613573299fdca6"},
-    {file = "pandas-1.3.5-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:3345343206546545bc26a05b4602b6a24385b5ec7c75cb6059599e3d56831da2"},
-    {file = "pandas-1.3.5-cp39-cp39-win32.whl", hash = "sha256:c69406a2808ba6cf580c2255bcf260b3f214d2664a3a4197d0e640f573b46fd3"},
-    {file = "pandas-1.3.5-cp39-cp39-win_amd64.whl", hash = "sha256:32e1a26d5ade11b547721a72f9bfc4bd113396947606e00d5b4a5b79b3dcb006"},
-    {file = "pandas-1.3.5.tar.gz", hash = "sha256:1e4285f5de1012de20ca46b188ccf33521bff61ba5c5ebd78b4fb28e5416a9f1"},
-]
 pathspec = [
     {file = "pathspec-0.9.0-py2.py3-none-any.whl", hash = "sha256:7d15c4ddb0b5c802d161efc417ec1a2558ea2653c2e8ad9c19098201dc1c993a"},
     {file = "pathspec-0.9.0.tar.gz", hash = "sha256:e564499435a2673d586f6b2130bb5b95f04a3ba06f81b8f895b651a3c76aabb1"},
@@ -1740,36 +1696,32 @@ py = [
     {file = "py-1.11.0.tar.gz", hash = "sha256:51c75c4126074b472f746a24399ad32f6053d1b34b68d2fa41e558e6f4a98719"},
 ]
 pyarrow = [
-    {file = "pyarrow-8.0.0-cp310-cp310-macosx_10_13_universal2.whl", hash = "sha256:d5ef4372559b191cafe7db8932801eee252bfc35e983304e7d60b6954576a071"},
-    {file = "pyarrow-8.0.0-cp310-cp310-macosx_10_13_x86_64.whl", hash = "sha256:863be6bad6c53797129610930794a3e797cb7d41c0a30e6794a2ac0e42ce41b8"},
-    {file = "pyarrow-8.0.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:69b043a3fce064ebd9fbae6abc30e885680296e5bd5e6f7353e6a87966cf2ad7"},
-    {file = "pyarrow-8.0.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:51e58778fcb8829fca37fbfaea7f208d5ce7ea89ea133dd13d8ce745278ee6f0"},
-    {file = "pyarrow-8.0.0-cp310-cp310-manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:15511ce2f50343f3fd5e9f7c30e4d004da9134e9597e93e9c96c3985928cbe82"},
-    {file = "pyarrow-8.0.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:ea132067ec712d1b1116a841db1c95861508862b21eddbcafefbce8e4b96b867"},
-    {file = "pyarrow-8.0.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:deb400df8f19a90b662babceb6dd12daddda6bb357c216e558b207c0770c7654"},
-    {file = "pyarrow-8.0.0-cp310-cp310-win_amd64.whl", hash = "sha256:3bd201af6e01f475f02be88cf1f6ee9856ab98c11d8bbb6f58347c58cd07be00"},
-    {file = "pyarrow-8.0.0-cp37-cp37m-macosx_10_13_x86_64.whl", hash = "sha256:78a6ac39cd793582998dac88ab5c1c1dd1e6503df6672f064f33a21937ec1d8d"},
-    {file = "pyarrow-8.0.0-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:d6f1e1040413651819074ef5b500835c6c42e6c446532a1ddef8bc5054e8dba5"},
-    {file = "pyarrow-8.0.0-cp37-cp37m-manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:98c13b2e28a91b0fbf24b483df54a8d7814c074c2623ecef40dce1fa52f6539b"},
-    {file = "pyarrow-8.0.0-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:c9c97c8e288847e091dfbcdf8ce51160e638346f51919a9e74fe038b2e8aee62"},
-    {file = "pyarrow-8.0.0-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:edad25522ad509e534400d6ab98cf1872d30c31bc5e947712bfd57def7af15bb"},
-    {file = "pyarrow-8.0.0-cp37-cp37m-win_amd64.whl", hash = "sha256:ece333706a94c1221ced8b299042f85fd88b5db802d71be70024433ddf3aecab"},
-    {file = "pyarrow-8.0.0-cp38-cp38-macosx_10_13_x86_64.whl", hash = "sha256:95c7822eb37663e073da9892f3499fe28e84f3464711a3e555e0c5463fd53a19"},
-    {file = "pyarrow-8.0.0-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:25a5f7c7f36df520b0b7363ba9f51c3070799d4b05d587c60c0adaba57763479"},
-    {file = "pyarrow-8.0.0-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:ce64bc1da3109ef5ab9e4c60316945a7239c798098a631358e9ab39f6e5529e9"},
-    {file = "pyarrow-8.0.0-cp38-cp38-manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:541e7845ce5f27a861eb5b88ee165d931943347eec17b9ff1e308663531c9647"},
-    {file = "pyarrow-8.0.0-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:8cd86e04a899bef43e25184f4b934584861d787cf7519851a8c031803d45c6d8"},
-    {file = "pyarrow-8.0.0-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:ba2b7aa7efb59156b87987a06f5241932914e4d5bbb74a465306b00a6c808849"},
-    {file = "pyarrow-8.0.0-cp38-cp38-win_amd64.whl", hash = "sha256:42b7982301a9ccd06e1dd4fabd2e8e5df74b93ce4c6b87b81eb9e2d86dc79871"},
-    {file = "pyarrow-8.0.0-cp39-cp39-macosx_10_13_universal2.whl", hash = "sha256:1dd482ccb07c96188947ad94d7536ab696afde23ad172df8e18944ec79f55055"},
-    {file = "pyarrow-8.0.0-cp39-cp39-macosx_10_13_x86_64.whl", hash = "sha256:81b87b782a1366279411f7b235deab07c8c016e13f9af9f7c7b0ee564fedcc8f"},
-    {file = "pyarrow-8.0.0-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:03a10daad957970e914920b793f6a49416699e791f4c827927fd4e4d892a5d16"},
-    {file = "pyarrow-8.0.0-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:65c7f4cc2be195e3db09296d31a654bb6d8786deebcab00f0e2455fd109d7456"},
-    {file = "pyarrow-8.0.0-cp39-cp39-manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:3fee786259d986f8c046100ced54d63b0c8c9f7cdb7d1bbe07dc69e0f928141c"},
-    {file = "pyarrow-8.0.0-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:6ea2c54e6b5ecd64e8299d2abb40770fe83a718f5ddc3825ddd5cd28e352cce1"},
-    {file = "pyarrow-8.0.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:8392b9a1e837230090fe916415ed4c3433b2ddb1a798e3f6438303c70fbabcfc"},
-    {file = "pyarrow-8.0.0-cp39-cp39-win_amd64.whl", hash = "sha256:cb06cacc19f3b426681f2f6803cc06ff481e7fe5b3a533b406bc5b2138843d4f"},
-    {file = "pyarrow-8.0.0.tar.gz", hash = "sha256:4a18a211ed888f1ac0b0ebcb99e2d9a3e913a481120ee9b1fe33d3fedb945d4e"},
+    {file = "pyarrow-9.0.0-cp310-cp310-macosx_10_13_universal2.whl", hash = "sha256:767cafb14278165ad539a2918c14c1b73cf20689747c21375c38e3fe62884902"},
+    {file = "pyarrow-9.0.0-cp310-cp310-macosx_10_13_x86_64.whl", hash = "sha256:0238998dc692efcb4e41ae74738d7c1234723271ccf520bd8312dca07d49ef8d"},
+    {file = "pyarrow-9.0.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:55328348b9139c2b47450d512d716c2248fd58e2f04e2fc23a65e18726666d42"},
+    {file = "pyarrow-9.0.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:fc856628acd8d281652c15b6268ec7f27ebcb015abbe99d9baad17f02adc51f1"},
+    {file = "pyarrow-9.0.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:29eb3e086e2b26202f3a4678316b93cfb15d0e2ba20f3ec12db8fd9cc07cde63"},
+    {file = "pyarrow-9.0.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:2e753f8fcf07d8e3a0efa0c8bd51fef5c90281ffd4c5637c08ce42cd0ac297de"},
+    {file = "pyarrow-9.0.0-cp310-cp310-win_amd64.whl", hash = "sha256:3eef8a981f45d89de403e81fb83b8119c20824caddf1404274e41a5d66c73806"},
+    {file = "pyarrow-9.0.0-cp37-cp37m-macosx_10_13_x86_64.whl", hash = "sha256:7fa56cbd415cef912677270b8e41baad70cde04c6d8a8336eeb2aba85aa93706"},
+    {file = "pyarrow-9.0.0-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:f8c46bde1030d704e2796182286d1c56846552c50a39ad5bf5a20c0d8159fc35"},
+    {file = "pyarrow-9.0.0-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:8ad430cee28ebc4d6661fc7315747c7a18ae2a74e67498dcb039e1c762a2fb67"},
+    {file = "pyarrow-9.0.0-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:81a60bb291a964f63b2717fb1b28f6615ffab7e8585322bfb8a6738e6b321282"},
+    {file = "pyarrow-9.0.0-cp37-cp37m-win_amd64.whl", hash = "sha256:9cef618159567d5f62040f2b79b1c7b38e3885f4ffad0ec97cd2d86f88b67cef"},
+    {file = "pyarrow-9.0.0-cp38-cp38-macosx_10_13_x86_64.whl", hash = "sha256:5526a3bfb404ff6d31d62ea582cf2466c7378a474a99ee04d1a9b05de5264541"},
+    {file = "pyarrow-9.0.0-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:da3e0f319509a5881867effd7024099fb06950a0768dad0d6873668bb88cfaba"},
+    {file = "pyarrow-9.0.0-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:2c715eca2092273dcccf6f08437371e04d112f9354245ba2fbe6c801879450b7"},
+    {file = "pyarrow-9.0.0-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:f11a645a41ee531c3a5edda45dea07c42267f52571f818d388971d33fc7e2d4a"},
+    {file = "pyarrow-9.0.0-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:a5b390bdcfb8c5b900ef543f911cdfec63e88524fafbcc15f83767202a4a2491"},
+    {file = "pyarrow-9.0.0-cp38-cp38-win_amd64.whl", hash = "sha256:d9eb04db626fa24fdfb83c00f76679ca0d98728cdbaa0481b6402bf793a290c0"},
+    {file = "pyarrow-9.0.0-cp39-cp39-macosx_10_13_universal2.whl", hash = "sha256:4eebdab05afa23d5d5274b24c1cbeb1ba017d67c280f7d39fd8a8f18cbad2ec9"},
+    {file = "pyarrow-9.0.0-cp39-cp39-macosx_10_13_x86_64.whl", hash = "sha256:02b820ecd1da02012092c180447de449fc688d0c3f9ff8526ca301cdd60dacd0"},
+    {file = "pyarrow-9.0.0-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:92f3977e901db1ef5cba30d6cc1d7942b8d94b910c60f89013e8f7bb86a86eef"},
+    {file = "pyarrow-9.0.0-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:f241bd488c2705df930eedfe304ada71191dcf67d6b98ceda0cc934fd2a8388e"},
+    {file = "pyarrow-9.0.0-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:1c5a073a930c632058461547e0bc572da1e724b17b6b9eb31a97da13f50cb6e0"},
+    {file = "pyarrow-9.0.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:f59bcd5217a3ae1e17870792f82b2ff92df9f3862996e2c78e156c13e56ff62e"},
+    {file = "pyarrow-9.0.0-cp39-cp39-win_amd64.whl", hash = "sha256:fe2ce795fa1d95e4e940fe5661c3c58aee7181c730f65ac5dd8794a77228de59"},
+    {file = "pyarrow-9.0.0.tar.gz", hash = "sha256:7fb02bebc13ab55573d1ae9bb5002a6d20ba767bf8569b52fce5301d42495ab7"},
 ]
 pycodestyle = [
     {file = "pycodestyle-2.7.0-py2.py3-none-any.whl", hash = "sha256:514f76d918fcc0b55c6680472f0a37970994e07bbb80725808c17089be302068"},
@@ -1917,8 +1869,8 @@ snowballstemmer = [
     {file = "snowballstemmer-2.2.0.tar.gz", hash = "sha256:09b16deb8547d3412ad7b590689584cd0fe25ec8db3be37788be3810cbf19cb1"},
 ]
 sphinx = [
-    {file = "Sphinx-5.0.2-py3-none-any.whl", hash = "sha256:d3e57663eed1d7c5c50895d191fdeda0b54ded6f44d5621b50709466c338d1e8"},
-    {file = "Sphinx-5.0.2.tar.gz", hash = "sha256:b18e978ea7565720f26019c702cd85c84376e948370f1cd43d60265010e1c7b0"},
+    {file = "Sphinx-5.1.1-py3-none-any.whl", hash = "sha256:309a8da80cb6da9f4713438e5b55861877d5d7976b69d87e336733637ea12693"},
+    {file = "Sphinx-5.1.1.tar.gz", hash = "sha256:ba3224a4e206e1fbdecf98a4fae4992ef9b24b85ebf7b584bb340156eaf08d89"},
 ]
 sphinx-copybutton = [
     {file = "sphinx-copybutton-0.5.0.tar.gz", hash = "sha256:a0c059daadd03c27ba750da534a92a63e7a36a7736dcf684f26ee346199787f6"},
@@ -1953,42 +1905,42 @@ sphinxcontrib-serializinghtml = [
     {file = "sphinxcontrib_serializinghtml-1.1.5-py2.py3-none-any.whl", hash = "sha256:352a9a00ae864471d3a7ead8d7d79f5fc0b57e8b3f95e9867eb9eb28999b92fd"},
 ]
 sqlalchemy = [
-    {file = "SQLAlchemy-1.4.39-cp27-cp27m-macosx_10_14_x86_64.whl", hash = "sha256:4770eb3ba69ec5fa41c681a75e53e0e342ac24c1f9220d883458b5596888e43a"},
-    {file = "SQLAlchemy-1.4.39-cp27-cp27m-manylinux_2_5_x86_64.manylinux1_x86_64.whl", hash = "sha256:752ef2e8dbaa3c5d419f322e3632f00ba6b1c3230f65bc97c2ff5c5c6c08f441"},
-    {file = "SQLAlchemy-1.4.39-cp27-cp27m-win32.whl", hash = "sha256:b30e70f1594ee3c8902978fd71900d7312453922827c4ce0012fa6a8278d6df4"},
-    {file = "SQLAlchemy-1.4.39-cp27-cp27m-win_amd64.whl", hash = "sha256:864d4f89f054819cb95e93100b7d251e4d114d1c60bc7576db07b046432af280"},
-    {file = "SQLAlchemy-1.4.39-cp27-cp27mu-manylinux_2_5_x86_64.manylinux1_x86_64.whl", hash = "sha256:8f901be74f00a13bf375241a778455ee864c2c21c79154aad196b7a994e1144f"},
-    {file = "SQLAlchemy-1.4.39-cp310-cp310-macosx_10_15_universal2.whl", hash = "sha256:1745987ada1890b0e7978abdb22c133eca2e89ab98dc17939042240063e1ef21"},
-    {file = "SQLAlchemy-1.4.39-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:ede13a472caa85a13abe5095e71676af985d7690eaa8461aeac5c74f6600b6c0"},
-    {file = "SQLAlchemy-1.4.39-cp310-cp310-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:7f13644b15665f7322f9e0635129e0ef2098409484df67fcd225d954c5861559"},
-    {file = "SQLAlchemy-1.4.39-cp310-cp310-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:26146c59576dfe9c546c9f45397a7c7c4a90c25679492ff610a7500afc7d03a6"},
-    {file = "SQLAlchemy-1.4.39-cp310-cp310-win32.whl", hash = "sha256:91d2b89bb0c302f89e753bea008936acfa4e18c156fb264fe41eb6bbb2bbcdeb"},
-    {file = "SQLAlchemy-1.4.39-cp310-cp310-win_amd64.whl", hash = "sha256:50e7569637e2e02253295527ff34666706dbb2bc5f6c61a5a7f44b9610c9bb09"},
-    {file = "SQLAlchemy-1.4.39-cp36-cp36m-macosx_10_14_x86_64.whl", hash = "sha256:107df519eb33d7f8e0d0d052128af2f25066c1a0f6b648fd1a9612ab66800b86"},
-    {file = "SQLAlchemy-1.4.39-cp36-cp36m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:f24d4d6ec301688c59b0c4bb1c1c94c5d0bff4ecad33bb8f5d9efdfb8d8bc925"},
-    {file = "SQLAlchemy-1.4.39-cp36-cp36m-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:7b2785dd2a0c044a36836857ac27310dc7a99166253551ee8f5408930958cc60"},
-    {file = "SQLAlchemy-1.4.39-cp36-cp36m-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:e6e2c8581c6620136b9530137954a8376efffd57fe19802182c7561b0ab48b48"},
-    {file = "SQLAlchemy-1.4.39-cp36-cp36m-win32.whl", hash = "sha256:fbc076f79d830ae4c9d49926180a1140b49fa675d0f0d555b44c9a15b29f4c80"},
-    {file = "SQLAlchemy-1.4.39-cp36-cp36m-win_amd64.whl", hash = "sha256:0ec54460475f0c42512895c99c63d90dd2d9cbd0c13491a184182e85074b04c5"},
-    {file = "SQLAlchemy-1.4.39-cp37-cp37m-macosx_10_15_x86_64.whl", hash = "sha256:6f95706da857e6e79b54c33c1214f5467aab10600aa508ddd1239d5df271986e"},
-    {file = "SQLAlchemy-1.4.39-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:621f050e72cc7dfd9ad4594ff0abeaad954d6e4a2891545e8f1a53dcdfbef445"},
-    {file = "SQLAlchemy-1.4.39-cp37-cp37m-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:05a05771617bfa723ba4cef58d5b25ac028b0d68f28f403edebed5b8243b3a87"},
-    {file = "SQLAlchemy-1.4.39-cp37-cp37m-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:20bf65bcce65c538e68d5df27402b39341fabeecf01de7e0e72b9d9836c13c52"},
-    {file = "SQLAlchemy-1.4.39-cp37-cp37m-win32.whl", hash = "sha256:f2a42acc01568b9701665e85562bbff78ec3e21981c7d51d56717c22e5d3d58b"},
-    {file = "SQLAlchemy-1.4.39-cp37-cp37m-win_amd64.whl", hash = "sha256:6d81de54e45f1d756785405c9d06cd17918c2eecc2d4262dc2d276ca612c2f61"},
-    {file = "SQLAlchemy-1.4.39-cp38-cp38-macosx_10_15_x86_64.whl", hash = "sha256:5c2d19bfb33262bf987ef0062345efd0f54c4189c2d95159c72995457bf4a359"},
-    {file = "SQLAlchemy-1.4.39-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:14ea8ff2d33c48f8e6c3c472111d893b9e356284d1482102da9678195e5a8eac"},
-    {file = "SQLAlchemy-1.4.39-cp38-cp38-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:ec3985c883d6d217cf2013028afc6e3c82b8907192ba6195d6e49885bfc4b19d"},
-    {file = "SQLAlchemy-1.4.39-cp38-cp38-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:1962dfee37b7fb17d3d4889bf84c4ea08b1c36707194c578f61e6e06d12ab90f"},
-    {file = "SQLAlchemy-1.4.39-cp38-cp38-win32.whl", hash = "sha256:047ef5ccd8860f6147b8ac6c45a4bc573d4e030267b45d9a1c47b55962ff0e6f"},
-    {file = "SQLAlchemy-1.4.39-cp38-cp38-win_amd64.whl", hash = "sha256:b71be98ef6e180217d1797185c75507060a57ab9cd835653e0112db16a710f0d"},
-    {file = "SQLAlchemy-1.4.39-cp39-cp39-macosx_10_15_x86_64.whl", hash = "sha256:365b75938049ae31cf2176efd3d598213ddb9eb883fbc82086efa019a5f649df"},
-    {file = "SQLAlchemy-1.4.39-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:e7a7667d928ba6ee361a3176e1bef6847c1062b37726b33505cc84136f657e0d"},
-    {file = "SQLAlchemy-1.4.39-cp39-cp39-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:c6d00cb9da8d0cbfaba18cad046e94b06de6d4d0ffd9d4095a3ad1838af22528"},
-    {file = "SQLAlchemy-1.4.39-cp39-cp39-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:b0538b66f959771c56ff996d828081908a6a52a47c5548faed4a3d0a027a5368"},
-    {file = "SQLAlchemy-1.4.39-cp39-cp39-win32.whl", hash = "sha256:d1f665e50592caf4cad3caed3ed86f93227bffe0680218ccbb293bd5a6734ca8"},
-    {file = "SQLAlchemy-1.4.39-cp39-cp39-win_amd64.whl", hash = "sha256:8b773c9974c272aae0fa7e95b576d98d17ee65f69d8644f9b6ffc90ee96b4d19"},
-    {file = "SQLAlchemy-1.4.39.tar.gz", hash = "sha256:8194896038753b46b08a0b0ae89a5d80c897fb601dd51e243ed5720f1f155d27"},
+    {file = "SQLAlchemy-1.4.40-cp27-cp27m-macosx_10_14_x86_64.whl", hash = "sha256:b07fc38e6392a65935dc8b486229679142b2ea33c94059366b4d8b56f1e35a97"},
+    {file = "SQLAlchemy-1.4.40-cp27-cp27m-manylinux_2_5_x86_64.manylinux1_x86_64.whl", hash = "sha256:fb4edb6c354eac0fcc07cb91797e142f702532dbb16c1d62839d6eec35f814cf"},
+    {file = "SQLAlchemy-1.4.40-cp27-cp27m-win32.whl", hash = "sha256:2026632051a93997cf8f6fda14360f99230be1725b7ab2ef15be205a4b8a5430"},
+    {file = "SQLAlchemy-1.4.40-cp27-cp27m-win_amd64.whl", hash = "sha256:f2aa85aebc0ef6b342d5d3542f969caa8c6a63c8d36cf5098769158a9fa2123c"},
+    {file = "SQLAlchemy-1.4.40-cp27-cp27mu-manylinux_2_5_x86_64.manylinux1_x86_64.whl", hash = "sha256:a0b9e3d81f86ba04007f0349e373a5b8c81ec2047aadb8d669caf8c54a092461"},
+    {file = "SQLAlchemy-1.4.40-cp310-cp310-macosx_10_15_x86_64.whl", hash = "sha256:1ab08141d93de83559f6a7d9a962830f918623a885b3759ec2b9d1a531ff28fe"},
+    {file = "SQLAlchemy-1.4.40-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:00dd998b43b282c71de46b061627b5edb9332510eb1edfc5017b9e4356ed44ea"},
+    {file = "SQLAlchemy-1.4.40-cp310-cp310-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:bb342c0e25cc8f78a0e7c692da3b984f072666b316fbbec2a0e371cb4dfef5f0"},
+    {file = "SQLAlchemy-1.4.40-cp310-cp310-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:23b693876ac7963b6bc7b1a5f3a2642f38d2624af834faad5933913928089d1b"},
+    {file = "SQLAlchemy-1.4.40-cp310-cp310-win32.whl", hash = "sha256:2cf50611ef4221ad587fb7a1708e61ff72966f84330c6317642e08d6db4138fd"},
+    {file = "SQLAlchemy-1.4.40-cp310-cp310-win_amd64.whl", hash = "sha256:26ee4dbac5dd7abf18bf3cd8f04e51f72c339caf702f68172d308888cd26c6c9"},
+    {file = "SQLAlchemy-1.4.40-cp36-cp36m-macosx_10_14_x86_64.whl", hash = "sha256:b41b87b929118838bafc4bb18cf3c5cd1b3be4b61cd9042e75174df79e8ac7a2"},
+    {file = "SQLAlchemy-1.4.40-cp36-cp36m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:885e11638946472b4a0a7db8e6df604b2cf64d23dc40eedc3806d869fcb18fae"},
+    {file = "SQLAlchemy-1.4.40-cp36-cp36m-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:b7ff0a8bf0aec1908b92b8dfa1246128bf4f94adbdd3da6730e9c542e112542d"},
+    {file = "SQLAlchemy-1.4.40-cp36-cp36m-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:cfa8ab4ba0c97ab6bcae1f0948497d14c11b6c6ecd1b32b8a79546a0823d8211"},
+    {file = "SQLAlchemy-1.4.40-cp36-cp36m-win32.whl", hash = "sha256:d259fa08e4b3ed952c01711268bcf6cd2442b0c54866d64aece122f83da77c6d"},
+    {file = "SQLAlchemy-1.4.40-cp36-cp36m-win_amd64.whl", hash = "sha256:c8d974c991eef0cd29418a5957ae544559dc326685a6f26b3a914c87759bf2f4"},
+    {file = "SQLAlchemy-1.4.40-cp37-cp37m-macosx_10_15_x86_64.whl", hash = "sha256:28b1791a30d62fc104070965f1a2866699c45bbf5adc0be0cf5f22935edcac58"},
+    {file = "SQLAlchemy-1.4.40-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:b7ccdca6cd167611f4a62a8c2c0c4285c2535640d77108f782ce3f3cccb70f3a"},
+    {file = "SQLAlchemy-1.4.40-cp37-cp37m-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:69deec3a94de10062080d91e1ba69595efeafeafe68b996426dec9720031fb25"},
+    {file = "SQLAlchemy-1.4.40-cp37-cp37m-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:63ad778f4e80913fb171247e4fa82123d0068615ae1d51a9791fc4284cb81748"},
+    {file = "SQLAlchemy-1.4.40-cp37-cp37m-win32.whl", hash = "sha256:9ced2450c9fd016f9232d976661623e54c450679eeefc7aa48a3d29924a63189"},
+    {file = "SQLAlchemy-1.4.40-cp37-cp37m-win_amd64.whl", hash = "sha256:cdee4d475e35684d210dc6b430ff8ca2ed0636378ac19b457e2f6f350d1f5acc"},
+    {file = "SQLAlchemy-1.4.40-cp38-cp38-macosx_10_15_x86_64.whl", hash = "sha256:08b47c971327e733ffd6bae2d4f50a7b761793efe69d41067fcba86282819eea"},
+    {file = "SQLAlchemy-1.4.40-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:1cf03d37819dc17a388d313919daf32058d19ba1e592efdf14ce8cbd997e6023"},
+    {file = "SQLAlchemy-1.4.40-cp38-cp38-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:a62c0ecbb9976550f26f7bf75569f425e661e7249349487f1483115e5fc893a6"},
+    {file = "SQLAlchemy-1.4.40-cp38-cp38-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:4ec440990ab00650d0c7ea2c75bc225087afdd7ddcb248e3d934def4dff62762"},
+    {file = "SQLAlchemy-1.4.40-cp38-cp38-win32.whl", hash = "sha256:2b64955850a14b9d481c17becf0d3f62fb1bb31ac2c45c2caf5ad06d9e811187"},
+    {file = "SQLAlchemy-1.4.40-cp38-cp38-win_amd64.whl", hash = "sha256:959bf4390766a8696aa01285016c766b4eb676f712878aac5fce956dd49695d9"},
+    {file = "SQLAlchemy-1.4.40-cp39-cp39-macosx_10_15_x86_64.whl", hash = "sha256:0992f3cc640ec0f88f721e426da884c34ff0a60eb73d3d64172e23dfadfc8a0b"},
+    {file = "SQLAlchemy-1.4.40-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:fa9e0d7832b7511b3b3fd0e67fac85ff11fd752834c143ca2364c9b778c0485a"},
+    {file = "SQLAlchemy-1.4.40-cp39-cp39-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:c9d0f1a9538cc5e75f2ea0cb6c3d70155a1b7f18092c052e0d84105622a41b63"},
+    {file = "SQLAlchemy-1.4.40-cp39-cp39-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:0c956a5d1adb49a35d78ef0fae26717afc48a36262359bb5b0cbd7a3a247c26f"},
+    {file = "SQLAlchemy-1.4.40-cp39-cp39-win32.whl", hash = "sha256:6b70d02bbe1adbbf715d2249cacf9ac17c6f8d22dfcb3f1a4fbc5bf64364da8a"},
+    {file = "SQLAlchemy-1.4.40-cp39-cp39-win_amd64.whl", hash = "sha256:bf073c619b5a7f7cd731507d0fdc7329bee14b247a63b0419929e4acd24afea8"},
+    {file = "SQLAlchemy-1.4.40.tar.gz", hash = "sha256:44a660506080cc975e1dfa5776fe5f6315ddc626a77b50bf0eee18b0389ea265"},
 ]
 sqlalchemy2-stubs = [
     {file = "sqlalchemy2-stubs-0.0.2a24.tar.gz", hash = "sha256:e15c45302eafe196ed516f979ef017135fd619d2c62d02de9a5c5f2e59a600c4"},
@@ -2035,12 +1987,12 @@ typed-ast = [
     {file = "typed_ast-1.4.3.tar.gz", hash = "sha256:fb1bbeac803adea29cedd70781399c99138358c26d05fcbd23c13016b7f5ec65"},
 ]
 types-python-dateutil = [
-    {file = "types-python-dateutil-2.8.18.tar.gz", hash = "sha256:8695c7d7a5b1aef4002f3ab4e1247e23b1d41cd7cc1286d4594c2d8c5593c991"},
-    {file = "types_python_dateutil-2.8.18-py3-none-any.whl", hash = "sha256:fd5ed97262b76ae684695ea38ace8dd7c1bc9491aba7eb4edf6654b7ecabc870"},
+    {file = "types-python-dateutil-2.8.19.tar.gz", hash = "sha256:bfd3eb39c7253aea4ba23b10f69b017d30b013662bb4be4ab48b20bbd763f309"},
+    {file = "types_python_dateutil-2.8.19-py3-none-any.whl", hash = "sha256:6284df1e4783d8fc6e587f0317a81333856b872a6669a282f8a325342bce7fa8"},
 ]
 types-requests = [
-    {file = "types-requests-2.28.0.tar.gz", hash = "sha256:9863d16dfbb3fa55dcda64fa3b989e76e8859033b26c1e1623e30465cfe294d3"},
-    {file = "types_requests-2.28.0-py3-none-any.whl", hash = "sha256:85383b4ef0535f639c3f06c5bbb6494bbf59570c4cd88bbcf540f0b2ac1b49ab"},
+    {file = "types-requests-2.28.8.tar.gz", hash = "sha256:7a9f7b152d594a1c18dd4932cdd2596b8efbeedfd73caa4e4abb3755805b4685"},
+    {file = "types_requests-2.28.8-py3-none-any.whl", hash = "sha256:b0421f9f2d0dd0f8df2c75f974686517ca67473f05b466232d4c6384d765ad7a"},
 ]
 types-urllib3 = [
     {file = "types-urllib3-1.26.7.tar.gz", hash = "sha256:cfd1fbbe4ba9a605ed148294008aac8a7b8b7472651d1cc357d507ae5962e3d2"},
@@ -2093,9 +2045,8 @@ viztracer = [
     {file = "viztracer-0.15.3.tar.gz", hash = "sha256:f28de150304c300b27b3335993e0bdc47f5a7ba7b6f8c43dc54c4e74efa32cd6"},
 ]
 xdoctest = [
-    {file = "xdoctest-1.0.0-py2-none-any.whl", hash = "sha256:0b0b5958e0ac0a28c5496f96b7f0adbeb0ea7e0c0a227de1ce3bc79ddb1a4f00"},
-    {file = "xdoctest-1.0.0-py3-none-any.whl", hash = "sha256:76f44dc74515ff4bdf3cc3e91a2e408cf5699cfa03367634efaadf138c7b132d"},
-    {file = "xdoctest-1.0.0.tar.gz", hash = "sha256:7ebba7e71457e6e7cf86c463699575e52b1c9cc32ee2ee5e72256d6cd3aaeb2d"},
+    {file = "xdoctest-1.0.1-py3-none-any.whl", hash = "sha256:334e422dfd7a889acf17b56db4f42a45f530f7324e3418a5ce9b0df4603babba"},
+    {file = "xdoctest-1.0.1.tar.gz", hash = "sha256:3b90a4b7894dda58c9c8dc673fb61fdceb90fdc838baf1cac475618c8e35975c"},
 ]
 zipp = [
     {file = "zipp-3.6.0-py3-none-any.whl", hash = "sha256:9fe5ea21568a0a70e50f273397638d39b03353731e6cbbb3fd8502a33fec40bc"},
diff --git a/pyproject.toml b/pyproject.toml
index ad3afab95..9f23b79d0 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,6 +1,6 @@
 [tool.poetry]
 name = "singer-sdk"
-version = "0.6.1"
+version = "0.8.0"
 description = "A framework for building Singer taps"
 authors = ["Meltano Team and Contributors"]
 maintainers = ["Meltano Team and Contributors"]
@@ -14,7 +14,16 @@ keywords = [
     "ELT",
 ]
 classifiers = [
+    "Intended Audience :: Developers",
+    "License :: OSI Approved :: Apache Software License",
+    "Operating System :: OS Independent",
+    "Programming Language :: Python :: 3.7",
+    "Programming Language :: Python :: 3.8",
+    "Programming Language :: Python :: 3.9",
+    "Programming Language :: Python :: 3.10",
+    "Programming Language :: Python :: Implementation :: CPython",
     "Topic :: Software Development :: Libraries :: Application Frameworks",
+    "Typing :: Typed",
 ]
 license = "Apache 2.0"
 
@@ -56,26 +65,24 @@ docs = ["sphinx", "sphinx-rtd-theme", "sphinx-copybutton", "myst-parser"]
 [tool.poetry.dev-dependencies]
 # snowflake-connector-python = "2.0.4" # Removed: Too many version conflicts!
 pytest = "^7.1.2"
-xdoctest = "^1.0.0"
-mypy = "^0.961"
+xdoctest = "^1.0.1"
+mypy = "^0.971"
 cookiecutter = "^2.1.1"
 PyYAML = "^6.0"
-pyarrow = "^8.0.0"
-pandas = ">=1.2.0"
-numpy = ">=1.20.0"
+pyarrow = "^9.0.0"
 freezegun = "^1.2.1"
 viztracer = "^0.15.3"
 requests-mock = "^1.9.3"
 sqlalchemy2-stubs = {version = "^0.0.2a24", allow-prereleases = true}
-types-python-dateutil = "^2.8.18"
-types-requests = "^2.28.0"
+types-python-dateutil = "^2.8.19"
+types-requests = "^2.28.8"
 coverage = {extras = ["toml"], version = "^6.4"}
 
 # Cookiecutter tests
 black = "^22.6"
 darglint = "^1.8.0"
 flake8 = "^3.9.0"
-flake8-annotations = "^2.9.0"
+flake8-annotations = "^2.9.1"
 flake8-docstrings = "^1.6.0"
 
 [tool.black]
@@ -94,8 +101,8 @@ markers = [
 ]
 
 [tool.commitizen]
-name = "cz_conventional_commits"
-version = "0.6.1"
+name = "cz_customize"
+version = "0.8.0"
 tag_format = "v$major.$minor.$patch$prerelease"
 version_files = [
     "docs/conf.py",
@@ -104,8 +111,70 @@ version_files = [
     "cookiecutter/target-template/{{cookiecutter.target_id}}/pyproject.toml:singer-sdk",
 ]
 
+[tool.commitizen.customize]
+message_template = "{{change_type}}: {{message}}"
+commit_parser = '^(?P<change_type>feat|fix|refactor|perf|break|docs)(?:\((?P<scope>[^()\r\n]*)\)|\()?(?P<breaking>!)?:\s(?P<message>.*)?'
+schema_pattern = '(feat|fix|refactor|perf|break|docs|ci|chore|style|revert|test|build)(?:\((?P<scope>[^()\r\n]*)\)|\()?(?P<breaking>!)?:(\s.*)'
+schema = """
+<type>(<scope>): <subject>
+<BLANK LINE>
+<body>
+<BLANK LINE>
+(BREAKING CHANGE: )<footer>"""
+change_type_order = [
+  "BREAKING CHANGES",
+  "✨ New",
+  "🐛 Fixes",
+  "⚙️ Under the Hood",
+  "⚡ Performance Improvements",
+  "📚 Documentation Improvements",
+]
+
+[tool.commitizen.customize.change_type_map]
+break = "BREAKING CHANGES"
+feat = "✨ New"
+fix = "🐛 Fixes"
+refactor = "⚙️ Under the Hood"
+docs = "📚 Documentation Improvements"
+perf = "⚡ Performance Improvements"
+
+[[tool.commitizen.customize.questions]]
+type = "list"
+name = "change_type"
+choices = [
+    { value = "feat",     name = "feat: A new feature." },
+    { value = "fix",      name = "fix: A bug fix." },
+    { value = "refactor", name = "refactor: A code change that neither fixes a bug nor adds a feature." },
+    { value = "perf",     name = "perf: A code change that improves performance." },
+    { value = "docs",     name = "docs: A documentation change." },
+    { value = "break",    name = "break: A breaking change." },
+    { value = "chore",    name = "chore: A change that doesn't affect the meaning of the codebase." },
+    { value = "style",    name = "style: A code style change." },
+    { value = "revert",   name = "revert: Revert to a commit." },
+    { value = "test",     name = "test: A test change." },
+    { value = "build",    name = "build: A build system change." },
+    { value = "ci",       name = "ci: A change to CI/CD." },
+]
+message = "Select the type of change you are committing"
+
+[[tool.commitizen.customize.questions]]
+type = "input"
+name = "message"
+message = "Subject"
+
+[tool.coverage.paths]
+source = [
+    "singer_sdk/",
+    "*/singer_sdk",
+]
+tests = [
+    "tests/",
+    "*/tests",
+]
+
 [tool.coverage.run]
-source = ["singer_sdk"]
+branch = true
+source = ["singer_sdk", "tests"]
 omit = [
     "tests/*",
     "samples/*",
@@ -121,7 +190,7 @@ exclude_lines = [
     "if __name__ == .__main__.:",
     '''class .*\bProtocol\):''',
 ]
-fail_under = 85
+fail_under = 82
 
 [build-system]
 requires = ["poetry-core>=1.0.0"]
diff --git a/samples/sample_target_parquet/parquet_target.py b/samples/sample_target_parquet/parquet_target.py
index 30ab780ba..2bbbe32d5 100644
--- a/samples/sample_target_parquet/parquet_target.py
+++ b/samples/sample_target_parquet/parquet_target.py
@@ -14,3 +14,7 @@ class SampleTargetParquet(Target):
         th.Property("file_naming_scheme", th.StringType),
     ).to_dict()
     default_sink_class = SampleParquetTargetSink
+
+
+if __name__ == "__main__":
+    SampleTargetParquet.cli()
diff --git a/samples/sample_target_parquet/parquet_target_sink.py b/samples/sample_target_parquet/parquet_target_sink.py
index 60faefcf8..e90de2872 100644
--- a/samples/sample_target_parquet/parquet_target_sink.py
+++ b/samples/sample_target_parquet/parquet_target_sink.py
@@ -1,14 +1,88 @@
 """Sample Parquet target stream class, which handles writing streams."""
 
-from typing import Any, Dict, List, Tuple, Union
+from __future__ import annotations
+
+from typing import Any, Dict, Union
 
-import pandas
 import pyarrow as pa
 import pyarrow.parquet as pq
 
 from singer_sdk.sinks import BatchSink
 
 
+def json_schema_to_arrow(schema: dict[str, Any]) -> pa.Schema:
+    """Convert a JSON Schema to an Arrow schema.
+
+    Args:
+        schema: The JSON Schema definition.
+
+    Returns:
+        An Arrow schema.
+    """
+    fields = _json_schema_to_arrow_fields(schema)
+    return pa.schema(fields)
+
+
+def _json_schema_to_arrow_fields(schema: dict[str, Any]) -> pa.StructType:
+    """Convert a JSON Schema to an Arrow struct.
+
+    Args:
+        schema: The JSON Schema definition.
+
+    Returns:
+        An Arrow struct.
+    """
+    fields = []
+    for name, property_schema in schema.get("properties", {}).items():
+        field = pa.field(name, _json_type_to_arrow_field(property_schema))
+        fields.append(field)
+    return fields
+
+
+def _json_type_to_arrow_field(schema_type: dict[str, Any]) -> pa.DataType:
+    """Convert a JSON Schema to an Arrow struct.
+
+    Args:
+        schema: The JSON Schema definition.
+
+    Returns:
+        An Arrow struct.
+    """
+    property_type = schema_type.get("type")
+
+    if isinstance(property_type, list):
+        try:
+            main_type = property_type[0]
+        except IndexError:
+            main_type = "null"
+    else:
+        main_type = property_type
+
+    if main_type == "array":
+        items = schema_type.get("items", {})
+        return pa.list_(_json_type_to_arrow_field(items))
+
+    elif main_type == "object":
+        return pa.struct(_json_schema_to_arrow_fields(schema_type))
+
+    elif main_type == "string":
+        return pa.string()
+
+    elif main_type == "integer":
+        return pa.int64()
+
+    elif main_type == "number":
+        return pa.float64()
+
+    elif main_type == "boolean":
+        return pa.bool_()
+
+    elif main_type == "null":
+        return pa.null()
+
+    return pa.null()
+
+
 class SampleParquetTargetSink(BatchSink):
     """Parquery target sample class."""
 
@@ -17,17 +91,15 @@ class SampleParquetTargetSink(BatchSink):
     def process_batch(self, context: dict) -> None:
         """Write any prepped records out and return only once fully written."""
         records_to_drain = context["records"]
-        # TODO: Replace with actual schema from the SCHEMA message
-        schema = pa.schema([("some_int", pa.int32()), ("some_string", pa.string())])
+        schema = json_schema_to_arrow(self.schema)
         writer = pq.ParquetWriter(self.config["filepath"], schema)
 
-        df = pandas.DataFrame(data=records_to_drain)
-        table = pa.Table.from_pandas(df)
+        table = pa.Table.from_pylist(records_to_drain, schema=schema)
         writer.write_table(table)
         writer.close()
 
     @staticmethod
-    def translate_data_type(singer_type: Union[str, Dict]) -> Any:
+    def translate_data_type(singer_type: str | dict) -> Any:
         """Translate from singer_type to a native type."""
         if singer_type in ["decimal", "float", "double"]:
             return pa.decimal128
diff --git a/singer_sdk/helpers/capabilities.py b/singer_sdk/helpers/capabilities.py
index 4a3379c75..82e33f7e6 100644
--- a/singer_sdk/helpers/capabilities.py
+++ b/singer_sdk/helpers/capabilities.py
@@ -22,7 +22,9 @@
     Property(
         "stream_maps",
         ObjectType(),
-        description="Config object for stream maps capability.",
+        description="Config object for stream maps capability. "
+        + "For more information check out "
+        + "[Stream Maps](https://sdk.meltano.com/en/latest/stream_maps.html).",
     ),
     Property(
         "stream_map_config",
diff --git a/singer_sdk/streams/core.py b/singer_sdk/streams/core.py
index 6b9d35f3f..cbf46a360 100644
--- a/singer_sdk/streams/core.py
+++ b/singer_sdk/streams/core.py
@@ -817,7 +817,7 @@ def _write_metric_log(self, metric: dict, extra_tags: Optional[dict]) -> None:
 
         if extra_tags:
             metric["tags"].update(extra_tags)
-        self._metric_logging_function(f"INFO METRIC: {str(metric)}")
+        self._metric_logging_function(f"INFO METRIC: {json.dumps(metric)}")
 
     def _write_record_count_log(
         self, record_count: int, context: Optional[dict]
diff --git a/singer_sdk/streams/rest.py b/singer_sdk/streams/rest.py
index 983abefd6..34c77de60 100644
--- a/singer_sdk/streams/rest.py
+++ b/singer_sdk/streams/rest.py
@@ -1,21 +1,13 @@
 """Abstract base class for API-type streams."""
 
+from __future__ import annotations
+
 import abc
 import copy
 import logging
 from datetime import datetime
-from typing import (
-    Any,
-    Callable,
-    Dict,
-    Generator,
-    Generic,
-    Iterable,
-    List,
-    Optional,
-    TypeVar,
-    Union,
-)
+from typing import Any, Callable, Generator, Generic, Iterable, TypeVar, Union
+from urllib.parse import urlparse
 
 import backoff
 import requests
@@ -31,24 +23,26 @@
 DEFAULT_REQUEST_TIMEOUT = 300  # 5 minutes
 
 _TToken = TypeVar("_TToken")
+_T = TypeVar("_T")
+_MaybeCallable = Union[_T, Callable[[], _T]]
 
 
 class RESTStream(Stream, Generic[_TToken], metaclass=abc.ABCMeta):
     """Abstract base class for REST API streams."""
 
     _page_size: int = DEFAULT_PAGE_SIZE
-    _requests_session: Optional[requests.Session]
+    _requests_session: requests.Session | None
     rest_method = "GET"
 
     #: JSONPath expression to extract records from the API response.
     records_jsonpath: str = "$[*]"
 
     #: Response code reference for rate limit retries
-    extra_retry_statuses: List[int] = [429]
+    extra_retry_statuses: list[int] = [429]
 
     #: Optional JSONPath expression to extract a pagination token from the API response.
     #: Example: `"$.next_page"`
-    next_page_token_jsonpath: Optional[str] = None
+    next_page_token_jsonpath: str | None = None
 
     # Private constants. May not be supported in future releases:
     _LOG_REQUEST_METRICS: bool = True
@@ -64,9 +58,9 @@ def url_base(self) -> str:
     def __init__(
         self,
         tap: TapBaseClass,
-        name: Optional[str] = None,
-        schema: Optional[Union[Dict[str, Any], Schema]] = None,
-        path: Optional[str] = None,
+        name: str | None = None,
+        schema: dict[str, Any] | Schema | None = None,
+        path: str | None = None,
     ) -> None:
         """Initialize the REST stream.
 
@@ -85,7 +79,7 @@ def __init__(
         self._next_page_token_compiled_jsonpath = None
 
     @staticmethod
-    def _url_encode(val: Union[str, datetime, bool, int, List[str]]) -> str:
+    def _url_encode(val: str | datetime | bool | int | list[str]) -> str:
         """Encode the val argument as url-compatible string.
 
         Args:
@@ -100,7 +94,7 @@ def _url_encode(val: Union[str, datetime, bool, int, List[str]]) -> str:
             result = str(val)
         return result
 
-    def get_url(self, context: Optional[dict]) -> str:
+    def get_url(self, context: dict | None) -> str:
         """Get stream entity URL.
 
         Developers override this method to perform dynamic URL generation.
@@ -180,12 +174,15 @@ def validate_response(self, response: requests.Response) -> None:
     def response_error_message(self, response: requests.Response) -> str:
         """Build error message for invalid http statuses.
 
+        WARNING - Override this method when the URL path may contain secrets or PII
+
         Args:
             response: A `requests.Response`_ object.
 
         Returns:
             str: The error message
         """
+        full_path = urlparse(response.url).path or self.path
         if 400 <= response.status_code < 500:
             error_type = "Client"
         else:
@@ -193,7 +190,7 @@ def response_error_message(self, response: requests.Response) -> str:
 
         return (
             f"{response.status_code} {error_type} Error: "
-            f"{response.reason} for path: {self.path}"
+            f"{response.reason} for path: {full_path}"
         )
 
     def request_decorator(self, func: Callable) -> Callable:
@@ -223,7 +220,7 @@ def request_decorator(self, func: Callable) -> Callable:
         return decorator
 
     def _request(
-        self, prepared_request: requests.PreparedRequest, context: Optional[dict]
+        self, prepared_request: requests.PreparedRequest, context: dict | None
     ) -> requests.Response:
         """TODO.
 
@@ -250,8 +247,8 @@ def _request(
         return response
 
     def get_url_params(
-        self, context: Optional[dict], next_page_token: Optional[_TToken]
-    ) -> Dict[str, Any]:
+        self, context: dict | None, next_page_token: _TToken | None
+    ) -> dict[str, Any]:
         """Return a dictionary of values to be used in URL parameterization.
 
         If paging is supported, developers may override with specific paging logic.
@@ -267,7 +264,7 @@ def get_url_params(
         return {}
 
     def prepare_request(
-        self, context: Optional[dict], next_page_token: Optional[_TToken]
+        self, context: dict | None, next_page_token: _TToken | None
     ) -> requests.PreparedRequest:
         """Prepare a request object.
 
@@ -306,7 +303,7 @@ def prepare_request(
         )
         return request
 
-    def request_records(self, context: Optional[dict]) -> Iterable[dict]:
+    def request_records(self, context: dict | None) -> Iterable[dict]:
         """Request records from REST endpoint(s), returning response records.
 
         If pagination is detected, pages will be recursed automatically.
@@ -321,7 +318,7 @@ def request_records(self, context: Optional[dict]) -> Iterable[dict]:
             RuntimeError: If a loop in pagination is detected. That is, when two
                 consecutive pagination tokens are identical.
         """
-        next_page_token: Optional[_TToken] = None
+        next_page_token: _TToken | None = None
         finished = False
         decorated_request = self.request_decorator(self._request)
 
@@ -348,8 +345,8 @@ def update_sync_costs(
         self,
         request: requests.PreparedRequest,
         response: requests.Response,
-        context: Optional[Dict],
-    ) -> Dict[str, int]:
+        context: dict | None,
+    ) -> dict[str, int]:
         """Update internal calculation of Sync costs.
 
         Args:
@@ -374,8 +371,8 @@ def calculate_sync_cost(
         self,
         request: requests.PreparedRequest,
         response: requests.Response,
-        context: Optional[Dict],
-    ) -> Dict[str, int]:
+        context: dict | None,
+    ) -> dict[str, int]:
         """Calculate the cost of the last API call made.
 
         This method can optionally be implemented in streams to calculate
@@ -402,8 +399,8 @@ def calculate_sync_cost(
         return {}
 
     def prepare_request_payload(
-        self, context: Optional[dict], next_page_token: Optional[_TToken]
-    ) -> Optional[dict]:
+        self, context: dict | None, next_page_token: _TToken | None
+    ) -> dict | None:
         """Prepare the data payload for the REST API request.
 
         By default, no payload will be sent (return None).
@@ -425,8 +422,8 @@ def prepare_request_payload(
     def get_next_page_token(
         self,
         response: requests.Response,
-        previous_token: Optional[_TToken],
-    ) -> Optional[_TToken]:
+        previous_token: _TToken | None,
+    ) -> _TToken | None:
         """Return token identifying next page or None if all records have been read.
 
         Args:
@@ -478,7 +475,7 @@ def timeout(self) -> int:
 
     # Records iterator
 
-    def get_records(self, context: Optional[dict]) -> Iterable[Dict[str, Any]]:
+    def get_records(self, context: dict | None) -> Iterable[dict[str, Any]]:
         """Return a generator of row-type dictionary objects.
 
         Each row emitted should be a dictionary of property names to their values.
@@ -513,7 +510,7 @@ def parse_response(self, response: requests.Response) -> Iterable[dict]:
     # Abstract methods:
 
     @property
-    def authenticator(self) -> Optional[APIAuthenticatorBase]:
+    def authenticator(self) -> APIAuthenticatorBase | None:
         """Return or set the authenticator for managing HTTP auth headers.
 
         If an authenticator is not specified, REST-based taps will simply pass
@@ -538,13 +535,15 @@ def backoff_wait_generator(self) -> Callable[..., Generator[int, Any, None]]:
         """
         return backoff.expo(factor=2)  # type: ignore # ignore 'Returning Any'
 
-    def backoff_max_tries(self) -> int:
+    def backoff_max_tries(self) -> _MaybeCallable[int] | None:
         """The number of attempts before giving up when retrying requests.
 
-        Setting to None will retry indefinitely.
+        Can be an integer, a zero-argument callable that returns an integer,
+        or ``None`` to retry indefinitely.
 
         Returns:
-            int: limit
+            int | Callable[[], int] | None: Number of max retries, callable or
+            ``None``.
         """
         return 5