diff --git a/.github/workflows/codestyle.yml b/.github/workflows/codestyle.yml
index d0685f8fd2..bd0f368499 100644
--- a/.github/workflows/codestyle.yml
+++ b/.github/workflows/codestyle.yml
@@ -128,8 +128,11 @@ jobs:
       - name: Install Python deps
         run: ./scripts/pysync
 
-      - name: Run yapf to ensure code format
-        run: poetry run yapf --recursive --diff .
+      - name: Run isort to ensure code format
+        run: poetry run isort --diff --check .
+
+      - name: Run black to ensure code format
+        run: poetry run black --diff --check .
 
       - name: Run mypy to check types
         run: poetry run mypy .
diff --git a/.yapfignore b/.yapfignore
deleted file mode 100644
index 149428e452..0000000000
--- a/.yapfignore
+++ /dev/null
@@ -1,10 +0,0 @@
-# This file is only read when `yapf` is run from this directory.
-# Hence we only top-level directories here to avoid confusion.
-# See source code for the exact file format: https://github.com/google/yapf/blob/c6077954245bc3add82dafd853a1c7305a6ebd20/yapf/yapflib/file_resources.py#L40-L43
-vendor/
-target/
-tmp_install/
-__pycache__/
-test_output/
-.neon/
-.git/
diff --git a/docs/sourcetree.md b/docs/sourcetree.md
index 39f7be89a0..f189134865 100644
--- a/docs/sourcetree.md
+++ b/docs/sourcetree.md
@@ -112,11 +112,12 @@ Run `poetry shell` to activate the virtual environment.
 Alternatively, use `poetry run` to run a single command in the venv, e.g. `poetry run pytest`.
 
 ### Obligatory checks
-We force code formatting via `yapf` and type hints via `mypy`.
-Run the following commands in the repository's root (next to `setup.cfg`):
+We force code formatting via `black`, `isort` and type hints via `mypy`.
+Run the following commands in the repository's root (next to `pyproject.toml`):
 
 ```bash
-poetry run yapf -ri .  # All code is reformatted
+poetry run isort .  # Imports are reformatted
+poetry run black .  # All code is reformatted
 poetry run mypy .  # Ensure there are no typing errors
 ```
 
diff --git a/poetry.lock b/poetry.lock
index 17b59852f4..cd24641a4f 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -117,6 +117,28 @@ category = "main"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
 
+[[package]]
+name = "black"
+version = "22.6.0"
+description = "The uncompromising code formatter."
+category = "dev"
+optional = false
+python-versions = ">=3.6.2"
+
+[package.dependencies]
+click = ">=8.0.0"
+mypy-extensions = ">=0.4.3"
+pathspec = ">=0.9.0"
+platformdirs = ">=2"
+tomli = {version = ">=1.1.0", markers = "python_full_version < \"3.11.0a7\""}
+typing-extensions = {version = ">=3.10.0.0", markers = "python_version < \"3.10\""}
+
+[package.extras]
+colorama = ["colorama (>=0.4.3)"]
+d = ["aiohttp (>=3.7.4)"]
+jupyter = ["ipython (>=7.8.0)", "tokenize-rt (>=3.2.0)"]
+uvloop = ["uvloop (>=0.15.2)"]
+
 [[package]]
 name = "boto3"
 version = "1.24.38"
@@ -135,8 +157,8 @@ crt = ["botocore[crt] (>=1.21.0,<2.0a0)"]
 
 [[package]]
 name = "boto3-stubs"
-version = "1.24.51"
-description = "Type annotations for boto3 1.24.51 generated with mypy-boto3-builder 7.11.6"
+version = "1.24.56"
+description = "Type annotations for boto3 1.24.56 generated with mypy-boto3-builder 7.11.7"
 category = "main"
 optional = false
 python-versions = ">=3.7"
@@ -148,321 +170,321 @@ types-s3transfer = "*"
 typing-extensions = ">=4.1.0"
 
 [package.extras]
-worklink = ["mypy-boto3-worklink (>=1.24.0,<1.25.0)"]
-workdocs = ["mypy-boto3-workdocs (>=1.24.0,<1.25.0)"]
-wisdom = ["mypy-boto3-wisdom (>=1.24.0,<1.25.0)"]
-wellarchitected = ["mypy-boto3-wellarchitected (>=1.24.0,<1.25.0)"]
-wafv2 = ["mypy-boto3-wafv2 (>=1.24.0,<1.25.0)"]
-waf-regional = ["mypy-boto3-waf-regional (>=1.24.0,<1.25.0)"]
-waf = ["mypy-boto3-waf (>=1.24.0,<1.25.0)"]
-voice-id = ["mypy-boto3-voice-id (>=1.24.0,<1.25.0)"]
-translate = ["mypy-boto3-translate (>=1.24.0,<1.25.0)"]
-transfer = ["mypy-boto3-transfer (>=1.24.0,<1.25.0)"]
-transcribe = ["mypy-boto3-transcribe (>=1.24.0,<1.25.0)"]
-timestream-write = ["mypy-boto3-timestream-write (>=1.24.0,<1.25.0)"]
-timestream-query = ["mypy-boto3-timestream-query (>=1.24.0,<1.25.0)"]
-textract = ["mypy-boto3-textract (>=1.24.0,<1.25.0)"]
-synthetics = ["mypy-boto3-synthetics (>=1.24.0,<1.25.0)"]
-swf = ["mypy-boto3-swf (>=1.24.0,<1.25.0)"]
-support = ["mypy-boto3-support (>=1.24.0,<1.25.0)"]
-sts = ["mypy-boto3-sts (>=1.24.0,<1.25.0)"]
-storagegateway = ["mypy-boto3-storagegateway (>=1.24.0,<1.25.0)"]
-stepfunctions = ["mypy-boto3-stepfunctions (>=1.24.0,<1.25.0)"]
-sso-oidc = ["mypy-boto3-sso-oidc (>=1.24.0,<1.25.0)"]
-sso-admin = ["mypy-boto3-sso-admin (>=1.24.0,<1.25.0)"]
-sso = ["mypy-boto3-sso (>=1.24.0,<1.25.0)"]
-ssm-incidents = ["mypy-boto3-ssm-incidents (>=1.24.0,<1.25.0)"]
-ssm-contacts = ["mypy-boto3-ssm-contacts (>=1.24.0,<1.25.0)"]
-ssm = ["mypy-boto3-ssm (>=1.24.0,<1.25.0)"]
-sqs = ["mypy-boto3-sqs (>=1.24.0,<1.25.0)"]
-sns = ["mypy-boto3-sns (>=1.24.0,<1.25.0)"]
-snowball = ["mypy-boto3-snowball (>=1.24.0,<1.25.0)"]
-snow-device-management = ["mypy-boto3-snow-device-management (>=1.24.0,<1.25.0)"]
-sms-voice = ["mypy-boto3-sms-voice (>=1.24.0,<1.25.0)"]
-sms = ["mypy-boto3-sms (>=1.24.0,<1.25.0)"]
-signer = ["mypy-boto3-signer (>=1.24.0,<1.25.0)"]
-shield = ["mypy-boto3-shield (>=1.24.0,<1.25.0)"]
-sesv2 = ["mypy-boto3-sesv2 (>=1.24.0,<1.25.0)"]
-ses = ["mypy-boto3-ses (>=1.24.0,<1.25.0)"]
-servicediscovery = ["mypy-boto3-servicediscovery (>=1.24.0,<1.25.0)"]
-servicecatalog-appregistry = ["mypy-boto3-servicecatalog-appregistry (>=1.24.0,<1.25.0)"]
-servicecatalog = ["mypy-boto3-servicecatalog (>=1.24.0,<1.25.0)"]
-service-quotas = ["mypy-boto3-service-quotas (>=1.24.0,<1.25.0)"]
-serverlessrepo = ["mypy-boto3-serverlessrepo (>=1.24.0,<1.25.0)"]
-securityhub = ["mypy-boto3-securityhub (>=1.24.0,<1.25.0)"]
-secretsmanager = ["mypy-boto3-secretsmanager (>=1.24.0,<1.25.0)"]
-sdb = ["mypy-boto3-sdb (>=1.24.0,<1.25.0)"]
-schemas = ["mypy-boto3-schemas (>=1.24.0,<1.25.0)"]
-savingsplans = ["mypy-boto3-savingsplans (>=1.24.0,<1.25.0)"]
-sagemaker-runtime = ["mypy-boto3-sagemaker-runtime (>=1.24.0,<1.25.0)"]
-sagemaker-featurestore-runtime = ["mypy-boto3-sagemaker-featurestore-runtime (>=1.24.0,<1.25.0)"]
-sagemaker-edge = ["mypy-boto3-sagemaker-edge (>=1.24.0,<1.25.0)"]
-sagemaker-a2i-runtime = ["mypy-boto3-sagemaker-a2i-runtime (>=1.24.0,<1.25.0)"]
-sagemaker = ["mypy-boto3-sagemaker (>=1.24.0,<1.25.0)"]
-s3outposts = ["mypy-boto3-s3outposts (>=1.24.0,<1.25.0)"]
-s3control = ["mypy-boto3-s3control (>=1.24.0,<1.25.0)"]
-s3 = ["mypy-boto3-s3 (>=1.24.0,<1.25.0)"]
-rum = ["mypy-boto3-rum (>=1.24.0,<1.25.0)"]
-route53resolver = ["mypy-boto3-route53resolver (>=1.24.0,<1.25.0)"]
-route53domains = ["mypy-boto3-route53domains (>=1.24.0,<1.25.0)"]
-route53-recovery-readiness = ["mypy-boto3-route53-recovery-readiness (>=1.24.0,<1.25.0)"]
-route53-recovery-control-config = ["mypy-boto3-route53-recovery-control-config (>=1.24.0,<1.25.0)"]
-route53-recovery-cluster = ["mypy-boto3-route53-recovery-cluster (>=1.24.0,<1.25.0)"]
-route53 = ["mypy-boto3-route53 (>=1.24.0,<1.25.0)"]
-rolesanywhere = ["mypy-boto3-rolesanywhere (>=1.24.0,<1.25.0)"]
-robomaker = ["mypy-boto3-robomaker (>=1.24.0,<1.25.0)"]
-resourcegroupstaggingapi = ["mypy-boto3-resourcegroupstaggingapi (>=1.24.0,<1.25.0)"]
-resource-groups = ["mypy-boto3-resource-groups (>=1.24.0,<1.25.0)"]
-resiliencehub = ["mypy-boto3-resiliencehub (>=1.24.0,<1.25.0)"]
-rekognition = ["mypy-boto3-rekognition (>=1.24.0,<1.25.0)"]
-redshift-serverless = ["mypy-boto3-redshift-serverless (>=1.24.0,<1.25.0)"]
-redshift-data = ["mypy-boto3-redshift-data (>=1.24.0,<1.25.0)"]
-redshift = ["mypy-boto3-redshift (>=1.24.0,<1.25.0)"]
-rds-data = ["mypy-boto3-rds-data (>=1.24.0,<1.25.0)"]
-rds = ["mypy-boto3-rds (>=1.24.0,<1.25.0)"]
-rbin = ["mypy-boto3-rbin (>=1.24.0,<1.25.0)"]
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-quicksight = ["mypy-boto3-quicksight (>=1.24.0,<1.25.0)"]
-qldb-session = ["mypy-boto3-qldb-session (>=1.24.0,<1.25.0)"]
-qldb = ["mypy-boto3-qldb (>=1.24.0,<1.25.0)"]
-proton = ["mypy-boto3-proton (>=1.24.0,<1.25.0)"]
-privatenetworks = ["mypy-boto3-privatenetworks (>=1.24.0,<1.25.0)"]
-pricing = ["mypy-boto3-pricing (>=1.24.0,<1.25.0)"]
-polly = ["mypy-boto3-polly (>=1.24.0,<1.25.0)"]
-pinpoint-sms-voice-v2 = ["mypy-boto3-pinpoint-sms-voice-v2 (>=1.24.0,<1.25.0)"]
-pinpoint-sms-voice = ["mypy-boto3-pinpoint-sms-voice (>=1.24.0,<1.25.0)"]
-pinpoint-email = ["mypy-boto3-pinpoint-email (>=1.24.0,<1.25.0)"]
-pinpoint = ["mypy-boto3-pinpoint (>=1.24.0,<1.25.0)"]
-pi = ["mypy-boto3-pi (>=1.24.0,<1.25.0)"]
-personalize-runtime = ["mypy-boto3-personalize-runtime (>=1.24.0,<1.25.0)"]
-personalize-events = ["mypy-boto3-personalize-events (>=1.24.0,<1.25.0)"]
-personalize = ["mypy-boto3-personalize (>=1.24.0,<1.25.0)"]
-panorama = ["mypy-boto3-panorama (>=1.24.0,<1.25.0)"]
-outposts = ["mypy-boto3-outposts (>=1.24.0,<1.25.0)"]
-organizations = ["mypy-boto3-organizations (>=1.24.0,<1.25.0)"]
-opsworkscm = ["mypy-boto3-opsworkscm (>=1.24.0,<1.25.0)"]
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-mq = ["mypy-boto3-mq (>=1.24.0,<1.25.0)"]
-mobile = ["mypy-boto3-mobile (>=1.24.0,<1.25.0)"]
-migrationhubstrategy = ["mypy-boto3-migrationhubstrategy (>=1.24.0,<1.25.0)"]
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-migration-hub-refactor-spaces = ["mypy-boto3-migration-hub-refactor-spaces (>=1.24.0,<1.25.0)"]
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-mgh = ["mypy-boto3-mgh (>=1.24.0,<1.25.0)"]
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-mediapackage = ["mypy-boto3-mediapackage (>=1.24.0,<1.25.0)"]
-xray = ["mypy-boto3-xray (>=1.24.0,<1.25.0)"]
-workspaces-web = ["mypy-boto3-workspaces-web (>=1.24.0,<1.25.0)"]
-workspaces = ["mypy-boto3-workspaces (>=1.24.0,<1.25.0)"]
-workmailmessageflow = ["mypy-boto3-workmailmessageflow (>=1.24.0,<1.25.0)"]
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-medialive = ["mypy-boto3-medialive (>=1.24.0,<1.25.0)"]
-kinesisanalytics = ["mypy-boto3-kinesisanalytics (>=1.24.0,<1.25.0)"]
-kinesis-video-signaling = ["mypy-boto3-kinesis-video-signaling (>=1.24.0,<1.25.0)"]
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-es = ["mypy-boto3-es (>=1.24.0,<1.25.0)"]
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+route53-recovery-control-config = ["mypy-boto3-route53-recovery-control-config (>=1.24.0,<1.25.0)"]
+route53-recovery-readiness = ["mypy-boto3-route53-recovery-readiness (>=1.24.0,<1.25.0)"]
+route53domains = ["mypy-boto3-route53domains (>=1.24.0,<1.25.0)"]
+route53resolver = ["mypy-boto3-route53resolver (>=1.24.0,<1.25.0)"]
+rum = ["mypy-boto3-rum (>=1.24.0,<1.25.0)"]
+s3 = ["mypy-boto3-s3 (>=1.24.0,<1.25.0)"]
+s3control = ["mypy-boto3-s3control (>=1.24.0,<1.25.0)"]
+s3outposts = ["mypy-boto3-s3outposts (>=1.24.0,<1.25.0)"]
+sagemaker = ["mypy-boto3-sagemaker (>=1.24.0,<1.25.0)"]
+sagemaker-a2i-runtime = ["mypy-boto3-sagemaker-a2i-runtime (>=1.24.0,<1.25.0)"]
+sagemaker-edge = ["mypy-boto3-sagemaker-edge (>=1.24.0,<1.25.0)"]
+sagemaker-featurestore-runtime = ["mypy-boto3-sagemaker-featurestore-runtime (>=1.24.0,<1.25.0)"]
+sagemaker-runtime = ["mypy-boto3-sagemaker-runtime (>=1.24.0,<1.25.0)"]
+savingsplans = ["mypy-boto3-savingsplans (>=1.24.0,<1.25.0)"]
+schemas = ["mypy-boto3-schemas (>=1.24.0,<1.25.0)"]
+sdb = ["mypy-boto3-sdb (>=1.24.0,<1.25.0)"]
+secretsmanager = ["mypy-boto3-secretsmanager (>=1.24.0,<1.25.0)"]
+securityhub = ["mypy-boto3-securityhub (>=1.24.0,<1.25.0)"]
+serverlessrepo = ["mypy-boto3-serverlessrepo (>=1.24.0,<1.25.0)"]
+service-quotas = ["mypy-boto3-service-quotas (>=1.24.0,<1.25.0)"]
+servicecatalog = ["mypy-boto3-servicecatalog (>=1.24.0,<1.25.0)"]
+servicecatalog-appregistry = ["mypy-boto3-servicecatalog-appregistry (>=1.24.0,<1.25.0)"]
+servicediscovery = ["mypy-boto3-servicediscovery (>=1.24.0,<1.25.0)"]
+ses = ["mypy-boto3-ses (>=1.24.0,<1.25.0)"]
+sesv2 = ["mypy-boto3-sesv2 (>=1.24.0,<1.25.0)"]
+shield = ["mypy-boto3-shield (>=1.24.0,<1.25.0)"]
+signer = ["mypy-boto3-signer (>=1.24.0,<1.25.0)"]
+sms = ["mypy-boto3-sms (>=1.24.0,<1.25.0)"]
+sms-voice = ["mypy-boto3-sms-voice (>=1.24.0,<1.25.0)"]
+snow-device-management = ["mypy-boto3-snow-device-management (>=1.24.0,<1.25.0)"]
+snowball = ["mypy-boto3-snowball (>=1.24.0,<1.25.0)"]
+sns = ["mypy-boto3-sns (>=1.24.0,<1.25.0)"]
+sqs = ["mypy-boto3-sqs (>=1.24.0,<1.25.0)"]
+ssm = ["mypy-boto3-ssm (>=1.24.0,<1.25.0)"]
+ssm-contacts = ["mypy-boto3-ssm-contacts (>=1.24.0,<1.25.0)"]
+ssm-incidents = ["mypy-boto3-ssm-incidents (>=1.24.0,<1.25.0)"]
+sso = ["mypy-boto3-sso (>=1.24.0,<1.25.0)"]
+sso-admin = ["mypy-boto3-sso-admin (>=1.24.0,<1.25.0)"]
+sso-oidc = ["mypy-boto3-sso-oidc (>=1.24.0,<1.25.0)"]
+stepfunctions = ["mypy-boto3-stepfunctions (>=1.24.0,<1.25.0)"]
+storagegateway = ["mypy-boto3-storagegateway (>=1.24.0,<1.25.0)"]
+sts = ["mypy-boto3-sts (>=1.24.0,<1.25.0)"]
+support = ["mypy-boto3-support (>=1.24.0,<1.25.0)"]
+swf = ["mypy-boto3-swf (>=1.24.0,<1.25.0)"]
+synthetics = ["mypy-boto3-synthetics (>=1.24.0,<1.25.0)"]
+textract = ["mypy-boto3-textract (>=1.24.0,<1.25.0)"]
+timestream-query = ["mypy-boto3-timestream-query (>=1.24.0,<1.25.0)"]
+timestream-write = ["mypy-boto3-timestream-write (>=1.24.0,<1.25.0)"]
+transcribe = ["mypy-boto3-transcribe (>=1.24.0,<1.25.0)"]
+transfer = ["mypy-boto3-transfer (>=1.24.0,<1.25.0)"]
+translate = ["mypy-boto3-translate (>=1.24.0,<1.25.0)"]
+voice-id = ["mypy-boto3-voice-id (>=1.24.0,<1.25.0)"]
+waf = ["mypy-boto3-waf (>=1.24.0,<1.25.0)"]
+waf-regional = ["mypy-boto3-waf-regional (>=1.24.0,<1.25.0)"]
+wafv2 = ["mypy-boto3-wafv2 (>=1.24.0,<1.25.0)"]
+wellarchitected = ["mypy-boto3-wellarchitected (>=1.24.0,<1.25.0)"]
+wisdom = ["mypy-boto3-wisdom (>=1.24.0,<1.25.0)"]
+workdocs = ["mypy-boto3-workdocs (>=1.24.0,<1.25.0)"]
+worklink = ["mypy-boto3-worklink (>=1.24.0,<1.25.0)"]
+workmail = ["mypy-boto3-workmail (>=1.24.0,<1.25.0)"]
+workmailmessageflow = ["mypy-boto3-workmailmessageflow (>=1.24.0,<1.25.0)"]
+workspaces = ["mypy-boto3-workspaces (>=1.24.0,<1.25.0)"]
+workspaces-web = ["mypy-boto3-workspaces-web (>=1.24.0,<1.25.0)"]
+xray = ["mypy-boto3-xray (>=1.24.0,<1.25.0)"]
 
 [[package]]
 name = "botocore"
@@ -713,6 +735,20 @@ category = "main"
 optional = false
 python-versions = "*"
 
+[[package]]
+name = "isort"
+version = "5.10.1"
+description = "A Python utility / library to sort Python imports."
+category = "dev"
+optional = false
+python-versions = ">=3.6.1,<4.0"
+
+[package.extras]
+pipfile_deprecated_finder = ["pipreqs", "requirementslib"]
+requirements_deprecated_finder = ["pipreqs", "pip-api"]
+colors = ["colorama (>=0.4.3,<0.5.0)"]
+plugins = ["setuptools"]
+
 [[package]]
 name = "itsdangerous"
 version = "2.1.2"
@@ -994,6 +1030,14 @@ python-versions = ">=3.6"
 [package.dependencies]
 pyparsing = ">=2.0.2,<3.0.5 || >3.0.5"
 
+[[package]]
+name = "pathspec"
+version = "0.9.0"
+description = "Utility library for gitignore style pattern matching of file paths."
+category = "dev"
+optional = false
+python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,>=2.7"
+
 [[package]]
 name = "pbr"
 version = "5.9.0"
@@ -1002,6 +1046,18 @@ category = "main"
 optional = false
 python-versions = ">=2.6"
 
+[[package]]
+name = "platformdirs"
+version = "2.5.2"
+description = "A small Python module for determining appropriate platform-specific dirs, e.g. a \"user data dir\"."
+category = "dev"
+optional = false
+python-versions = ">=3.7"
+
+[package.extras]
+docs = ["furo (>=2021.7.5b38)", "proselint (>=0.10.2)", "sphinx-autodoc-typehints (>=1.12)", "sphinx (>=4)"]
+test = ["appdirs (==1.4.4)", "pytest-cov (>=2.7)", "pytest-mock (>=3.6)", "pytest (>=6)"]
+
 [[package]]
 name = "pluggy"
 version = "1.0.0"
@@ -1466,14 +1522,6 @@ category = "main"
 optional = false
 python-versions = ">=3.4"
 
-[[package]]
-name = "yapf"
-version = "0.31.0"
-description = "A formatter for Python code."
-category = "dev"
-optional = false
-python-versions = "*"
-
 [[package]]
 name = "zipp"
 version = "3.8.1"
@@ -1489,7 +1537,7 @@ testing = ["pytest (>=6)", "pytest-checkdocs (>=2.4)", "pytest-flake8", "pytest-
 [metadata]
 lock-version = "1.1"
 python-versions = "^3.9"
-content-hash = "453b90e40481ca6e4395e84beb73489b58c0983e826e369eb0f412ef633ea5e1"
+content-hash = "497b963e7a2f80a751ccd201e950cf533caddb6c7c96163c94cea69874840843"
 
 [metadata.files]
 aiopg = [
@@ -1543,13 +1591,38 @@ backoff = [
     {file = "backoff-1.11.1-py2.py3-none-any.whl", hash = "sha256:61928f8fa48d52e4faa81875eecf308eccfb1016b018bb6bd21e05b5d90a96c5"},
     {file = "backoff-1.11.1.tar.gz", hash = "sha256:ccb962a2378418c667b3c979b504fdeb7d9e0d29c0579e3b13b86467177728cb"},
 ]
+black = [
+    {file = "black-22.6.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:f586c26118bc6e714ec58c09df0157fe2d9ee195c764f630eb0d8e7ccce72e69"},
+    {file = "black-22.6.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:b270a168d69edb8b7ed32c193ef10fd27844e5c60852039599f9184460ce0807"},
+    {file = "black-22.6.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:6797f58943fceb1c461fb572edbe828d811e719c24e03375fd25170ada53825e"},
+    {file = "black-22.6.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:c85928b9d5f83b23cee7d0efcb310172412fbf7cb9d9ce963bd67fd141781def"},
+    {file = "black-22.6.0-cp310-cp310-win_amd64.whl", hash = "sha256:f6fe02afde060bbeef044af7996f335fbe90b039ccf3f5eb8f16df8b20f77666"},
+    {file = "black-22.6.0-cp36-cp36m-macosx_10_9_x86_64.whl", hash = "sha256:cfaf3895a9634e882bf9d2363fed5af8888802d670f58b279b0bece00e9a872d"},
+    {file = "black-22.6.0-cp36-cp36m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:94783f636bca89f11eb5d50437e8e17fbc6a929a628d82304c80fa9cd945f256"},
+    {file = "black-22.6.0-cp36-cp36m-win_amd64.whl", hash = "sha256:2ea29072e954a4d55a2ff58971b83365eba5d3d357352a07a7a4df0d95f51c78"},
+    {file = "black-22.6.0-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:e439798f819d49ba1c0bd9664427a05aab79bfba777a6db94fd4e56fae0cb849"},
+    {file = "black-22.6.0-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:187d96c5e713f441a5829e77120c269b6514418f4513a390b0499b0987f2ff1c"},
+    {file = "black-22.6.0-cp37-cp37m-win_amd64.whl", hash = "sha256:074458dc2f6e0d3dab7928d4417bb6957bb834434516f21514138437accdbe90"},
+    {file = "black-22.6.0-cp38-cp38-macosx_10_9_universal2.whl", hash = "sha256:a218d7e5856f91d20f04e931b6f16d15356db1c846ee55f01bac297a705ca24f"},
+    {file = "black-22.6.0-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:568ac3c465b1c8b34b61cd7a4e349e93f91abf0f9371eda1cf87194663ab684e"},
+    {file = "black-22.6.0-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:6c1734ab264b8f7929cef8ae5f900b85d579e6cbfde09d7387da8f04771b51c6"},
+    {file = "black-22.6.0-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:c9a3ac16efe9ec7d7381ddebcc022119794872abce99475345c5a61aa18c45ad"},
+    {file = "black-22.6.0-cp38-cp38-win_amd64.whl", hash = "sha256:b9fd45787ba8aa3f5e0a0a98920c1012c884622c6c920dbe98dbd05bc7c70fbf"},
+    {file = "black-22.6.0-cp39-cp39-macosx_10_9_universal2.whl", hash = "sha256:7ba9be198ecca5031cd78745780d65a3f75a34b2ff9be5837045dce55db83d1c"},
+    {file = "black-22.6.0-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:a3db5b6409b96d9bd543323b23ef32a1a2b06416d525d27e0f67e74f1446c8f2"},
+    {file = "black-22.6.0-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:560558527e52ce8afba936fcce93a7411ab40c7d5fe8c2463e279e843c0328ee"},
+    {file = "black-22.6.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:b154e6bbde1e79ea3260c4b40c0b7b3109ffcdf7bc4ebf8859169a6af72cd70b"},
+    {file = "black-22.6.0-cp39-cp39-win_amd64.whl", hash = "sha256:4af5bc0e1f96be5ae9bd7aaec219c901a94d6caa2484c21983d043371c733fc4"},
+    {file = "black-22.6.0-py3-none-any.whl", hash = "sha256:ac609cf8ef5e7115ddd07d85d988d074ed00e10fbc3445aee393e70164a2219c"},
+    {file = "black-22.6.0.tar.gz", hash = "sha256:6c6d39e28aed379aec40da1c65434c77d75e65bb59a1e1c283de545fb4e7c6c9"},
+]
 boto3 = [
     {file = "boto3-1.24.38-py3-none-any.whl", hash = "sha256:bcf97fd7c494f4e2bbbe2511625500654179c0a6b3bea977d46f97af764e85a4"},
     {file = "boto3-1.24.38.tar.gz", hash = "sha256:f4c6b025f392c934338c7f01badfddbd0d3cf2397ff5df35c31409798dce33f5"},
 ]
 boto3-stubs = [
-    {file = "boto3-stubs-1.24.51.tar.gz", hash = "sha256:ea69c707e9ceab7c11cab1f11fb4bbe98fa5ff8da593f888946d297daa083870"},
-    {file = "boto3_stubs-1.24.51-py3-none-any.whl", hash = "sha256:432aebdb18e7c26bf2b148e04eb33e145976cb932bfe0f72b2d512e945927e57"},
+    {file = "boto3-stubs-1.24.56.tar.gz", hash = "sha256:02e11b3669481469b45eee53fa5e0b587e5710f86bb95bd40667d1353d1e4bf6"},
+    {file = "boto3_stubs-1.24.56-py3-none-any.whl", hash = "sha256:e5df3a68ddb8299404f63d19decc1f706ebdac64f3133c1e1cab747820337a75"},
 ]
 botocore = [
     {file = "botocore-1.27.38-py3-none-any.whl", hash = "sha256:46a0264ff3335496bd9cb404f83ec0d8eb7bfdef8f74a830c13e6a6b9612adea"},
@@ -1713,6 +1786,10 @@ iniconfig = [
     {file = "iniconfig-1.1.1-py2.py3-none-any.whl", hash = "sha256:011e24c64b7f47f6ebd835bb12a743f2fbe9a26d4cecaa7f53bc4f35ee9da8b3"},
     {file = "iniconfig-1.1.1.tar.gz", hash = "sha256:bc3af051d7d14b2ee5ef9969666def0cd1a000e121eaea580d4a313df4b37f32"},
 ]
+isort = [
+    {file = "isort-5.10.1-py3-none-any.whl", hash = "sha256:6f62d78e2f89b4500b080fe3a81690850cd254227f27f75c3a0c491a1f351ba7"},
+    {file = "isort-5.10.1.tar.gz", hash = "sha256:e8443a5e7a020e9d7f97f1d7d9cd17c88bcb3bc7e218bf9cf5095fe550be2951"},
+]
 itsdangerous = [
     {file = "itsdangerous-2.1.2-py3-none-any.whl", hash = "sha256:2c2349112351b88699d8d4b6b075022c0808887cb7ad10069318a8b0bc88db44"},
     {file = "itsdangerous-2.1.2.tar.gz", hash = "sha256:5dbbc68b317e5e42f327f9021763545dc3fc3bfe22e6deb96aaf1fc38874156a"},
@@ -1851,10 +1928,18 @@ packaging = [
     {file = "packaging-21.3-py3-none-any.whl", hash = "sha256:ef103e05f519cdc783ae24ea4e2e0f508a9c99b2d4969652eed6a2e1ea5bd522"},
     {file = "packaging-21.3.tar.gz", hash = "sha256:dd47c42927d89ab911e606518907cc2d3a1f38bbd026385970643f9c5b8ecfeb"},
 ]
+pathspec = [
+    {file = "pathspec-0.9.0-py2.py3-none-any.whl", hash = "sha256:7d15c4ddb0b5c802d161efc417ec1a2558ea2653c2e8ad9c19098201dc1c993a"},
+    {file = "pathspec-0.9.0.tar.gz", hash = "sha256:e564499435a2673d586f6b2130bb5b95f04a3ba06f81b8f895b651a3c76aabb1"},
+]
 pbr = [
     {file = "pbr-5.9.0-py2.py3-none-any.whl", hash = "sha256:e547125940bcc052856ded43be8e101f63828c2d94239ffbe2b327ba3d5ccf0a"},
     {file = "pbr-5.9.0.tar.gz", hash = "sha256:e8dca2f4b43560edef58813969f52a56cef023146cbb8931626db80e6c1c4308"},
 ]
+platformdirs = [
+    {file = "platformdirs-2.5.2-py3-none-any.whl", hash = "sha256:027d8e83a2d7de06bbac4e5ef7e023c02b863d7ea5d079477e722bb41ab25788"},
+    {file = "platformdirs-2.5.2.tar.gz", hash = "sha256:58c8abb07dcb441e6ee4b11d8df0ac856038f944ab98b7be6b27b2a3c7feef19"},
+]
 pluggy = [
     {file = "pluggy-1.0.0-py2.py3-none-any.whl", hash = "sha256:74134bbf457f031a36d68416e1509f34bd5ccc019f0bcc952c7b909d06b37bd3"},
     {file = "pluggy-1.0.0.tar.gz", hash = "sha256:4224373bacce55f955a878bf9cfa763c1e360858e330072059e10bad68531159"},
@@ -2208,10 +2293,6 @@ xmltodict = [
     {file = "xmltodict-0.13.0-py2.py3-none-any.whl", hash = "sha256:aa89e8fd76320154a40d19a0df04a4695fb9dc5ba977cbb68ab3e4eb225e7852"},
     {file = "xmltodict-0.13.0.tar.gz", hash = "sha256:341595a488e3e01a85a9d8911d8912fd922ede5fecc4dce437eb4b6c8d037e56"},
 ]
-yapf = [
-    {file = "yapf-0.31.0-py2.py3-none-any.whl", hash = "sha256:e3a234ba8455fe201eaa649cdac872d590089a18b661e39bbac7020978dd9c2e"},
-    {file = "yapf-0.31.0.tar.gz", hash = "sha256:408fb9a2b254c302f49db83c59f9aa0b4b0fd0ec25be3a5c51181327922ff63d"},
-]
 zipp = [
     {file = "zipp-3.8.1-py3-none-any.whl", hash = "sha256:47c40d7fe183a6f21403a199b3e4192cca5774656965b0a4988ad2f8feb5f009"},
     {file = "zipp-3.8.1.tar.gz", hash = "sha256:05b45f1ee8f807d0cc928485ca40a07cb491cf092ff587c0df9cb1fd154848d2"},
diff --git a/pre-commit.py b/pre-commit.py
index ea6a22a7fe..45f140d43a 100755
--- a/pre-commit.py
+++ b/pre-commit.py
@@ -1,11 +1,10 @@
 #!/usr/bin/env python3
 
-from typing import List
+import argparse
+import enum
 import subprocess
 import sys
-import enum
-import argparse
-import os
+from typing import List
 
 
 @enum.unique
@@ -37,12 +36,17 @@ def rustfmt(fix_inplace: bool = False, no_color: bool = False) -> str:
     return cmd
 
 
-def yapf(fix_inplace: bool) -> str:
-    cmd = "poetry run yapf --recursive"
-    if fix_inplace:
-        cmd += " --in-place"
-    else:
-        cmd += " --diff"
+def black(fix_inplace: bool) -> str:
+    cmd = "poetry run black"
+    if not fix_inplace:
+        cmd += " --diff --check"
+    return cmd
+
+
+def isort(fix_inplace: bool) -> str:
+    cmd = "poetry run isort"
+    if not fix_inplace:
+        cmd += " --diff --check"
     return cmd
 
 
@@ -71,11 +75,13 @@ def check(name: str, suffix: str, cmd: str, changed_files: List[str], no_color:
         else:
             print("Please inspect the output below and run make fmt to fix automatically.")
         if suffix == ".py":
-            print("If the output is empty, ensure that you've installed Python tooling by\n"
-                  "running './scripts/pysync' in the current directory (no root needed)")
+            print(
+                "If the output is empty, ensure that you've installed Python tooling by\n"
+                "running './scripts/pysync' in the current directory (no root needed)"
+            )
         print()
         print(res.stdout.decode())
-        exit(1)
+        sys.exit(1)
 
     print(colorify("[OK]", Color.GREEN, no_color))
 
@@ -83,10 +89,12 @@ def check(name: str, suffix: str, cmd: str, changed_files: List[str], no_color:
 if __name__ == "__main__":
     parser = argparse.ArgumentParser()
     parser.add_argument("--fix-inplace", action="store_true", help="apply fixes inplace")
-    parser.add_argument("--no-color",
-                        action="store_true",
-                        help="disable colored output",
-                        default=not sys.stdout.isatty())
+    parser.add_argument(
+        "--no-color",
+        action="store_true",
+        help="disable colored output",
+        default=not sys.stdout.isatty(),
+    )
     args = parser.parse_args()
 
     files = get_commit_files()
@@ -101,9 +109,16 @@ if __name__ == "__main__":
         no_color=args.no_color,
     )
     check(
-        name="yapf",
+        name="isort",
         suffix=".py",
-        cmd=yapf(fix_inplace=args.fix_inplace),
+        cmd=isort(fix_inplace=args.fix_inplace),
+        changed_files=files,
+        no_color=args.no_color,
+    )
+    check(
+        name="black",
+        suffix=".py",
+        cmd=black(fix_inplace=args.fix_inplace),
         changed_files=files,
         no_color=args.no_color,
     )
diff --git a/pyproject.toml b/pyproject.toml
index a54dbe9ebd..4f8a49a024 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -30,10 +30,50 @@ pytest-order = "^1.0.1"
 allure-pytest = "^2.9.45"
 
 [tool.poetry.dev-dependencies]
-yapf = "==0.31.0"
 flake8 = "^3.9.2"
 mypy = "==0.971"
+black = "^22.6.0"
+isort = "^5.10.1"
 
 [build-system]
 requires = ["poetry-core>=1.0.0"]
 build-backend = "poetry.core.masonry.api"
+
+[tool.black]
+line-length = 100
+extend-exclude = '''
+/(
+    vendor
+)/
+'''
+
+[tool.isort]
+profile = "black"
+line_length = 100
+skip_gitignore = true
+skip = [
+    "vendor",
+]
+
+[tool.mypy]
+# mypy uses regex
+exclude = "^vendor/"
+# some tests don't typecheck when this flag is set
+check_untyped_defs = false
+# Help mypy find imports when running against list of individual files.
+# Without this line it would behave differently when executed on the entire project.
+mypy_path = "$MYPY_CONFIG_FILE_DIR:$MYPY_CONFIG_FILE_DIR/test_runner"
+
+disallow_incomplete_defs = false
+disallow_untyped_calls = false
+disallow_untyped_decorators = false
+disallow_untyped_defs = false
+strict = true
+
+[[tool.mypy.overrides]]
+module = [
+    "asyncpg.*",
+    "cached_property.*",
+    "pg8000.*",
+]
+ignore_missing_imports = true
diff --git a/setup.cfg b/setup.cfg
deleted file mode 100644
index 7f8c45c8c3..0000000000
--- a/setup.cfg
+++ /dev/null
@@ -1,43 +0,0 @@
-# Just trying to gather linter settings in one file.
-# I wonder if there's a way to de-duplicate them...
-
-[flake8]
-max-line-length = 100
-
-[pycodestyle]
-max-line-length = 100
-
-[yapf]
-based_on_style = pep8
-column_limit = 100
-split_all_top_level_comma_separated_values = true
-
-[mypy]
-# mypy uses regex
-exclude = ^vendor/
-# some tests don't typecheck when this flag is set
-check_untyped_defs = false
-
-# Help mypy find imports when running against list of individual files.
-# Without this line it would behave differently when executed on the entire project.
-mypy_path = $MYPY_CONFIG_FILE_DIR:$MYPY_CONFIG_FILE_DIR/test_runner
-
-disallow_incomplete_defs = false
-disallow_untyped_calls = false
-disallow_untyped_decorators = false
-disallow_untyped_defs = false
-strict = true
-
-[mypy-asyncpg.*]
-# There is some work in progress, though: https://github.com/MagicStack/asyncpg/pull/577
-ignore_missing_imports = true
-
-[mypy-pg8000.*]
-# Used only in testing clients
-ignore_missing_imports = true
-
-[mypy-cached_property.*]
-ignore_missing_imports = true
-
-[mypy-pytest.*]
-ignore_missing_imports = true