From ff769be27b93cf04f3221b9ad372c7e316cff804 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Wed, 19 Jun 2024 08:08:48 -0600
Subject: [PATCH 01/77] chore(deps): bump sqlalchemy from 2.0.30 to 2.0.31
 (#2491)

Bumps [sqlalchemy](https://github.com/sqlalchemy/sqlalchemy) from 2.0.30 to 2.0.31.
- [Release notes](https://github.com/sqlalchemy/sqlalchemy/releases)
- [Changelog](https://github.com/sqlalchemy/sqlalchemy/blob/main/CHANGES.rst)
- [Commits](https://github.com/sqlalchemy/sqlalchemy/commits)

---
updated-dependencies:
- dependency-name: sqlalchemy
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
---
 poetry.lock | 102 ++++++++++++++++++++++++++--------------------------
 1 file changed, 51 insertions(+), 51 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 6d852ee1b..4c965c6c2 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -2320,64 +2320,64 @@ test = ["pytest"]
 
 [[package]]
 name = "sqlalchemy"
-version = "2.0.30"
+version = "2.0.31"
 description = "Database Abstraction Library"
 optional = false
 python-versions = ">=3.7"
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+    {file = "SQLAlchemy-2.0.31-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:2fc47dc6185a83c8100b37acda27658fe4dbd33b7d5e7324111f6521008ab4fe"},
+    {file = "SQLAlchemy-2.0.31-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:8a41514c1a779e2aa9a19f67aaadeb5cbddf0b2b508843fcd7bafdf4c6864005"},
+    {file = "SQLAlchemy-2.0.31-cp39-cp39-musllinux_1_2_aarch64.whl", hash = "sha256:afb6dde6c11ea4525318e279cd93c8734b795ac8bb5dda0eedd9ebaca7fa23f1"},
+    {file = "SQLAlchemy-2.0.31-cp39-cp39-musllinux_1_2_x86_64.whl", hash = "sha256:3f9faef422cfbb8fd53716cd14ba95e2ef655400235c3dfad1b5f467ba179c8c"},
+    {file = "SQLAlchemy-2.0.31-cp39-cp39-win32.whl", hash = "sha256:fc6b14e8602f59c6ba893980bea96571dd0ed83d8ebb9c4479d9ed5425d562e9"},
+    {file = "SQLAlchemy-2.0.31-cp39-cp39-win_amd64.whl", hash = "sha256:3cb8a66b167b033ec72c3812ffc8441d4e9f5f78f5e31e54dcd4c90a4ca5bebc"},
+    {file = "SQLAlchemy-2.0.31-py3-none-any.whl", hash = "sha256:69f3e3c08867a8e4856e92d7afb618b95cdee18e0bc1647b77599722c9a28911"},
+    {file = "SQLAlchemy-2.0.31.tar.gz", hash = "sha256:b607489dd4a54de56984a0c7656247504bd5523d9d0ba799aef59d4add009484"},
 ]
 
 [package.dependencies]
-greenlet = {version = "!=0.4.17", markers = "platform_machine == \"aarch64\" or platform_machine == \"ppc64le\" or platform_machine == \"x86_64\" or platform_machine == \"amd64\" or platform_machine == \"AMD64\" or platform_machine == \"win32\" or platform_machine == \"WIN32\""}
+greenlet = {version = "!=0.4.17", markers = "python_version < \"3.13\" and (platform_machine == \"aarch64\" or platform_machine == \"ppc64le\" or platform_machine == \"x86_64\" or platform_machine == \"amd64\" or platform_machine == \"AMD64\" or platform_machine == \"win32\" or platform_machine == \"WIN32\")"}
 typing-extensions = ">=4.6.0"
 
 [package.extras]

From 9149be47b0ea2c9dcbde5c9e91744f28bd997d66 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Thu, 20 Jun 2024 11:48:35 -0600
Subject: [PATCH 02/77] chore(deps): bump faker from 25.8.0 to 25.9.0 (#2493)

Bumps [faker](https://github.com/joke2k/faker) from 25.8.0 to 25.9.0.
- [Release notes](https://github.com/joke2k/faker/releases)
- [Changelog](https://github.com/joke2k/faker/blob/master/CHANGELOG.md)
- [Commits](https://github.com/joke2k/faker/compare/v25.8.0...v25.9.0)

---
updated-dependencies:
- dependency-name: faker
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
---
 poetry.lock | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 4c965c6c2..505a668fb 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -641,13 +641,13 @@ test = ["pytest (>=6)"]
 
 [[package]]
 name = "faker"
-version = "25.8.0"
+version = "25.9.0"
 description = "Faker is a Python package that generates fake data for you."
 optional = true
 python-versions = ">=3.8"
 files = [
-    {file = "Faker-25.8.0-py3-none-any.whl", hash = "sha256:4c40b34a9c569018d4f9d6366d71a4da8a883d5ddf2b23197be5370f29b7e1b6"},
-    {file = "Faker-25.8.0.tar.gz", hash = "sha256:bdec5f2fb057d244ebef6e0ed318fea4dcbdf32c3a1a010766fc45f5d68fc68d"},
+    {file = "Faker-25.9.0-py3-none-any.whl", hash = "sha256:f86d3c66a83c2f25a9d3217d1c456ecbb2b186a78b645aa6038b49907f6fa31a"},
+    {file = "Faker-25.9.0.tar.gz", hash = "sha256:5a4cad0cbff4d38cb8c4ba565c3cb6ff12c76c00a80b7503c2ba23d6312cfe60"},
 ]
 
 [package.dependencies]

From 66f237a58ecf52c816f3a61cee08f89e683638da Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Thu, 20 Jun 2024 12:51:52 -0600
Subject: [PATCH 03/77] chore(deps): bump faker from 25.9.0 to 25.9.1 (#2494)

Bumps [faker](https://github.com/joke2k/faker) from 25.9.0 to 25.9.1.
- [Release notes](https://github.com/joke2k/faker/releases)
- [Changelog](https://github.com/joke2k/faker/blob/master/CHANGELOG.md)
- [Commits](https://github.com/joke2k/faker/compare/v25.9.0...v25.9.1)

---
updated-dependencies:
- dependency-name: faker
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
---
 poetry.lock | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 505a668fb..60bdfa58e 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -641,13 +641,13 @@ test = ["pytest (>=6)"]
 
 [[package]]
 name = "faker"
-version = "25.9.0"
+version = "25.9.1"
 description = "Faker is a Python package that generates fake data for you."
 optional = true
 python-versions = ">=3.8"
 files = [
-    {file = "Faker-25.9.0-py3-none-any.whl", hash = "sha256:f86d3c66a83c2f25a9d3217d1c456ecbb2b186a78b645aa6038b49907f6fa31a"},
-    {file = "Faker-25.9.0.tar.gz", hash = "sha256:5a4cad0cbff4d38cb8c4ba565c3cb6ff12c76c00a80b7503c2ba23d6312cfe60"},
+    {file = "Faker-25.9.1-py3-none-any.whl", hash = "sha256:f1dc27dc8035cb7e97e96afbb5fe1305eed6aeea53374702cbac96acfe851626"},
+    {file = "Faker-25.9.1.tar.gz", hash = "sha256:0e1cf7a8d3c94de91a65ab1e9cf7050903efae1e97901f8e5924a9f45147ae44"},
 ]
 
 [package.dependencies]

From 36c620cf9e89c359c8caa4ec773c7f3b4eb9394c Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Thu, 20 Jun 2024 14:05:26 -0600
Subject: [PATCH 04/77] chore(deps): bump importlib-metadata from 7.1.0 to
 7.2.0 (#2495)

Bumps [importlib-metadata](https://github.com/python/importlib_metadata) from 7.1.0 to 7.2.0.
- [Release notes](https://github.com/python/importlib_metadata/releases)
- [Changelog](https://github.com/python/importlib_metadata/blob/main/NEWS.rst)
- [Commits](https://github.com/python/importlib_metadata/compare/v7.1.0...v7.2.0)

---
updated-dependencies:
- dependency-name: importlib-metadata
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
---
 poetry.lock | 10 +++++-----
 1 file changed, 5 insertions(+), 5 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 60bdfa58e..285dfb8e5 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -830,22 +830,22 @@ files = [
 
 [[package]]
 name = "importlib-metadata"
-version = "7.1.0"
+version = "7.2.0"
 description = "Read metadata from Python packages"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "importlib_metadata-7.1.0-py3-none-any.whl", hash = "sha256:30962b96c0c223483ed6cc7280e7f0199feb01a0e40cfae4d4450fc6fab1f570"},
-    {file = "importlib_metadata-7.1.0.tar.gz", hash = "sha256:b78938b926ee8d5f020fc4772d487045805a55ddbad2ecf21c6d60938dc7fcd2"},
+    {file = "importlib_metadata-7.2.0-py3-none-any.whl", hash = "sha256:04e4aad329b8b948a5711d394fa8759cb80f009225441b4f2a02bd4d8e5f426c"},
+    {file = "importlib_metadata-7.2.0.tar.gz", hash = "sha256:3ff4519071ed42740522d494d04819b666541b9752c43012f85afb2cc220fcc6"},
 ]
 
 [package.dependencies]
 zipp = ">=0.5"
 
 [package.extras]
-docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
+doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
 perf = ["ipython"]
-testing = ["flufl.flake8", "importlib-resources (>=1.3)", "jaraco.test (>=5.4)", "packaging", "pyfakefs", "pytest (>=6)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy", "pytest-perf (>=0.9.2)", "pytest-ruff (>=0.2.1)"]
+test = ["flufl.flake8", "importlib-resources (>=1.3)", "jaraco.test (>=5.4)", "packaging", "pyfakefs", "pytest (>=6,!=8.1.*)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy", "pytest-perf (>=0.9.2)", "pytest-ruff (>=0.2.1)"]
 
 [[package]]
 name = "importlib-resources"

From 7cd21a9a5fae924a0cec7f36cdc73484fe0e159a Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Fri, 21 Jun 2024 06:43:57 -0600
Subject: [PATCH 05/77] chore(deps): bump pip from 24.0 to 24.1 in
 /.github/workflows (#2498)

Bumps [pip](https://github.com/pypa/pip) from 24.0 to 24.1.
- [Changelog](https://github.com/pypa/pip/blob/main/NEWS.rst)
- [Commits](https://github.com/pypa/pip/compare/24.0...24.1)

---
updated-dependencies:
- dependency-name: pip
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
---
 .github/workflows/constraints.txt | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.github/workflows/constraints.txt b/.github/workflows/constraints.txt
index 05d7d5039..70fcda776 100644
--- a/.github/workflows/constraints.txt
+++ b/.github/workflows/constraints.txt
@@ -1,4 +1,4 @@
-pip==24.0
+pip==24.1
 poetry==1.8.3
 poetry-plugin-export==1.8.0
 poetry-dynamic-versioning==1.4.0

From e4881b182b96f4f8c14bff059320dcf04715f65c Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Fri, 21 Jun 2024 11:26:53 -0600
Subject: [PATCH 06/77] chore(deps): bump sphinx-reredirects from 0.1.3 to
 0.1.4 (#2499)

Bumps [sphinx-reredirects](https://github.com/documatt/sphinx-reredirects) from 0.1.3 to 0.1.4.
- [Commits](https://github.com/documatt/sphinx-reredirects/compare/v0.1.3...v0.1.4)

---
updated-dependencies:
- dependency-name: sphinx-reredirects
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
---
 poetry.lock | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 285dfb8e5..9da8757dd 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -2217,13 +2217,13 @@ test = ["tox"]
 
 [[package]]
 name = "sphinx-reredirects"
-version = "0.1.3"
+version = "0.1.4"
 description = "Handles redirects for moved pages in Sphinx documentation projects"
 optional = true
 python-versions = ">=3.5"
 files = [
-    {file = "sphinx_reredirects-0.1.3-py3-none-any.whl", hash = "sha256:02c53437c467cf9ed89863eff3addedc01d129624b2f03ab6302518fb77a2c89"},
-    {file = "sphinx_reredirects-0.1.3.tar.gz", hash = "sha256:56e222d285f76c944fd370f36ad3a1a66103a88b552e97d3d24a622bb9465de8"},
+    {file = "sphinx_reredirects-0.1.4-py3-none-any.whl", hash = "sha256:f27995e233a62336fc254330543d8b0f779ec83089da36274e27f5a5f2d5f529"},
+    {file = "sphinx_reredirects-0.1.4.tar.gz", hash = "sha256:b8effdb31a069823cd8b5b029bfe1e04ac584615a0ebea35c5a8c8daf05a354b"},
 ]
 
 [package.dependencies]

From 887d1a1b8faed7e8e88fcf63222fc14775983c49 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 24 Jun 2024 02:00:42 -0600
Subject: [PATCH 07/77] chore(deps): bump importlib-metadata from 7.2.0 to
 7.2.1 (#2500)

Bumps [importlib-metadata](https://github.com/python/importlib_metadata) from 7.2.0 to 7.2.1.
- [Release notes](https://github.com/python/importlib_metadata/releases)
- [Changelog](https://github.com/python/importlib_metadata/blob/main/NEWS.rst)
- [Commits](https://github.com/python/importlib_metadata/compare/v7.2.0...v7.2.1)

---
updated-dependencies:
- dependency-name: importlib-metadata
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
---
 poetry.lock | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 9da8757dd..7a0a83600 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -830,13 +830,13 @@ files = [
 
 [[package]]
 name = "importlib-metadata"
-version = "7.2.0"
+version = "7.2.1"
 description = "Read metadata from Python packages"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "importlib_metadata-7.2.0-py3-none-any.whl", hash = "sha256:04e4aad329b8b948a5711d394fa8759cb80f009225441b4f2a02bd4d8e5f426c"},
-    {file = "importlib_metadata-7.2.0.tar.gz", hash = "sha256:3ff4519071ed42740522d494d04819b666541b9752c43012f85afb2cc220fcc6"},
+    {file = "importlib_metadata-7.2.1-py3-none-any.whl", hash = "sha256:ffef94b0b66046dd8ea2d619b701fe978d9264d38f3998bc4c27ec3b146a87c8"},
+    {file = "importlib_metadata-7.2.1.tar.gz", hash = "sha256:509ecb2ab77071db5137c655e24ceb3eee66e7bbc6574165d0d114d9fc4bbe68"},
 ]
 
 [package.dependencies]

From 4b50dd3600ac093d90de851f7594c2b030b1aee2 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 24 Jun 2024 02:00:45 -0600
Subject: [PATCH 08/77] chore(deps-dev): bump coverage from 7.5.3 to 7.5.4
 (#2501)

Bumps [coverage](https://github.com/nedbat/coveragepy) from 7.5.3 to 7.5.4.
- [Release notes](https://github.com/nedbat/coveragepy/releases)
- [Changelog](https://github.com/nedbat/coveragepy/blob/master/CHANGES.rst)
- [Commits](https://github.com/nedbat/coveragepy/compare/7.5.3...7.5.4)

---
updated-dependencies:
- dependency-name: coverage
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
---
 poetry.lock | 106 ++++++++++++++++++++++++++--------------------------
 1 file changed, 53 insertions(+), 53 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 7a0a83600..52b813531 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -400,63 +400,63 @@ files = [
 
 [[package]]
 name = "coverage"
-version = "7.5.3"
+version = "7.5.4"
 description = "Code coverage measurement for Python"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "coverage-7.5.3-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:a6519d917abb15e12380406d721e37613e2a67d166f9fb7e5a8ce0375744cd45"},
-    {file = "coverage-7.5.3-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:aea7da970f1feccf48be7335f8b2ca64baf9b589d79e05b9397a06696ce1a1ec"},
-    {file = "coverage-7.5.3-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:923b7b1c717bd0f0f92d862d1ff51d9b2b55dbbd133e05680204465f454bb286"},
-    {file = "coverage-7.5.3-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:62bda40da1e68898186f274f832ef3e759ce929da9a9fd9fcf265956de269dbc"},
-    {file = "coverage-7.5.3-cp310-cp310-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:d8b7339180d00de83e930358223c617cc343dd08e1aa5ec7b06c3a121aec4e1d"},
-    {file = "coverage-7.5.3-cp310-cp310-musllinux_1_1_aarch64.whl", hash = "sha256:25a5caf742c6195e08002d3b6c2dd6947e50efc5fc2c2205f61ecb47592d2d83"},
-    {file = "coverage-7.5.3-cp310-cp310-musllinux_1_1_i686.whl", hash = "sha256:05ac5f60faa0c704c0f7e6a5cbfd6f02101ed05e0aee4d2822637a9e672c998d"},
-    {file = "coverage-7.5.3-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:239a4e75e09c2b12ea478d28815acf83334d32e722e7433471fbf641c606344c"},
-    {file = "coverage-7.5.3-cp310-cp310-win32.whl", hash = "sha256:a5812840d1d00eafae6585aba38021f90a705a25b8216ec7f66aebe5b619fb84"},
-    {file = "coverage-7.5.3-cp310-cp310-win_amd64.whl", hash = "sha256:33ca90a0eb29225f195e30684ba4a6db05dbef03c2ccd50b9077714c48153cac"},
-    {file = "coverage-7.5.3-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:f81bc26d609bf0fbc622c7122ba6307993c83c795d2d6f6f6fd8c000a770d974"},
-    {file = "coverage-7.5.3-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:7cec2af81f9e7569280822be68bd57e51b86d42e59ea30d10ebdbb22d2cb7232"},
-    {file = "coverage-7.5.3-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:55f689f846661e3f26efa535071775d0483388a1ccfab899df72924805e9e7cd"},
-    {file = "coverage-7.5.3-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:50084d3516aa263791198913a17354bd1dc627d3c1639209640b9cac3fef5807"},
-    {file = "coverage-7.5.3-cp311-cp311-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:341dd8f61c26337c37988345ca5c8ccabeff33093a26953a1ac72e7d0103c4fb"},
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 [package.dependencies]

From 9e051aa41690b683f909cdc763b2b606308a813a Mon Sep 17 00:00:00 2001
From: "pre-commit-ci[bot]"
 <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Date: Mon, 24 Jun 2024 16:15:22 -0600
Subject: [PATCH 09/77] chore: pre-commit autoupdate (#2503)
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

updates:
- [github.com/python-jsonschema/check-jsonschema: 0.28.5 → 0.28.6](https://github.com/python-jsonschema/check-jsonschema/compare/0.28.5...0.28.6)
- [github.com/astral-sh/ruff-pre-commit: v0.4.9 → v0.4.10](https://github.com/astral-sh/ruff-pre-commit/compare/v0.4.9...v0.4.10)

Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
---
 .pre-commit-config.yaml | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 5ebce207a..67fea31d1 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -43,14 +43,14 @@ repos:
         )$
 
 - repo: https://github.com/python-jsonschema/check-jsonschema
-  rev: 0.28.5
+  rev: 0.28.6
   hooks:
   - id: check-dependabot
   - id: check-github-workflows
   - id: check-readthedocs
 
 - repo: https://github.com/astral-sh/ruff-pre-commit
-  rev: v0.4.9
+  rev: v0.4.10
   hooks:
   - id: ruff
     args: [--fix, --exit-non-zero-on-fix, --show-fixes]

From cceb643ec8fe7e59eeb83c1e90fa6c0d5c9d7dd6 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Edgar=20Ram=C3=ADrez=20Mondrag=C3=B3n?=
 <16805946+edgarrmondragon@users.noreply.github.com>
Date: Wed, 26 Jun 2024 14:15:48 -0600
Subject: [PATCH 10/77] docs: Fixed a typo in the stream maps docs (#2506)

---
 docs/stream_maps.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/docs/stream_maps.md b/docs/stream_maps.md
index 0b7259023..ee3398cde 100644
--- a/docs/stream_maps.md
+++ b/docs/stream_maps.md
@@ -515,7 +515,7 @@ stream_maps:
 
 ## Filtering out records from a stream using `__filter__` operation
 
-The `__filter__` operation accept a string expression which must evaluate to `true` or
+The `__filter__` operation accepts a string expression which must evaluate to `true` or
 `false`. Filter expressions should be wrapped in `bool()` to ensure proper type conversion.
 
 For example, to only include customers with emails from the `example.com` company domain:

From 11ead5c39b74d047d8f2be0230847e7ca420f68c Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Thu, 27 Jun 2024 06:17:21 -0600
Subject: [PATCH 11/77] chore(deps): bump importlib-metadata from 7.2.1 to
 8.0.0 (#2508)

Bumps [importlib-metadata](https://github.com/python/importlib_metadata) from 7.2.1 to 8.0.0.
- [Release notes](https://github.com/python/importlib_metadata/releases)
- [Changelog](https://github.com/python/importlib_metadata/blob/main/NEWS.rst)
- [Commits](https://github.com/python/importlib_metadata/compare/v7.2.1...v8.0.0)

---
updated-dependencies:
- dependency-name: importlib-metadata
  dependency-type: direct:production
  update-type: version-update:semver-major
...

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
---
 poetry.lock    | 8 ++++----
 pyproject.toml | 2 +-
 2 files changed, 5 insertions(+), 5 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 52b813531..37986dfbf 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -830,13 +830,13 @@ files = [
 
 [[package]]
 name = "importlib-metadata"
-version = "7.2.1"
+version = "8.0.0"
 description = "Read metadata from Python packages"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "importlib_metadata-7.2.1-py3-none-any.whl", hash = "sha256:ffef94b0b66046dd8ea2d619b701fe978d9264d38f3998bc4c27ec3b146a87c8"},
-    {file = "importlib_metadata-7.2.1.tar.gz", hash = "sha256:509ecb2ab77071db5137c655e24ceb3eee66e7bbc6574165d0d114d9fc4bbe68"},
+    {file = "importlib_metadata-8.0.0-py3-none-any.whl", hash = "sha256:15584cf2b1bf449d98ff8a6ff1abef57bf20f3ac6454f431736cd3e660921b2f"},
+    {file = "importlib_metadata-8.0.0.tar.gz", hash = "sha256:188bd24e4c346d3f0a933f275c2fec67050326a856b9a359881d7c2a697e8812"},
 ]
 
 [package.dependencies]
@@ -2674,4 +2674,4 @@ testing = ["pytest", "pytest-durations"]
 [metadata]
 lock-version = "2.0"
 python-versions = ">=3.8"
-content-hash = "c67c6c6f6394ae7cddeb6d00b05225e0e232d460a34fc2806b4f12c89486cb78"
+content-hash = "eeeb5c33de08fbc341970f41a42b2ad33a115ac85f1c3e6c4769addb6c9b9228"
diff --git a/pyproject.toml b/pyproject.toml
index 5c131bd79..861739532 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -44,7 +44,7 @@ backports-datetime-fromisoformat = { version = ">=2.0.1", python = "<3.11" }
 click = "~=8.0"
 cryptography = ">=3.4.6"
 fs = ">=2.4.16"
-importlib-metadata = {version = "<8.0.0", python = "<3.12"}
+importlib-metadata = {version = "<9.0.0", python = "<3.12"}
 importlib-resources = {version = ">=5.12.0,!=6.2.0,!=6.3.0,!=6.3.1", python = "<3.9"}
 inflection = ">=0.5.1"
 joblib = ">=1.3.0"

From fe9e6e9dad21311a77e754abe73c97f68dc85668 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Thu, 27 Jun 2024 06:17:41 -0600
Subject: [PATCH 12/77] chore(deps-dev): bump mypy from 1.10.0 to 1.10.1
 (#2507)

Bumps [mypy](https://github.com/python/mypy) from 1.10.0 to 1.10.1.
- [Changelog](https://github.com/python/mypy/blob/master/CHANGELOG.md)
- [Commits](https://github.com/python/mypy/compare/v1.10.0...v1.10.1)

---
updated-dependencies:
- dependency-name: mypy
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
---
 poetry.lock | 56 ++++++++++++++++++++++++++---------------------------
 1 file changed, 28 insertions(+), 28 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 37986dfbf..86beaf951 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1118,38 +1118,38 @@ files = [
 
 [[package]]
 name = "mypy"
-version = "1.10.0"
+version = "1.10.1"
 description = "Optional static typing for Python"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "mypy-1.10.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:da1cbf08fb3b851ab3b9523a884c232774008267b1f83371ace57f412fe308c2"},
-    {file = "mypy-1.10.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:12b6bfc1b1a66095ab413160a6e520e1dc076a28f3e22f7fb25ba3b000b4ef99"},
-    {file = "mypy-1.10.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:9e36fb078cce9904c7989b9693e41cb9711e0600139ce3970c6ef814b6ebc2b2"},
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+    {file = "mypy-1.10.1-cp38-cp38-musllinux_1_1_x86_64.whl", hash = "sha256:5cc3ca0a244eb9a5249c7c583ad9a7e881aa5d7b73c35652296ddcdb33b2b9c7"},
+    {file = "mypy-1.10.1-cp38-cp38-win_amd64.whl", hash = "sha256:1b3a2ffce52cc4dbaeee4df762f20a2905aa171ef157b82192f2e2f368eec05d"},
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+    {file = "mypy-1.10.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:6be84c06e6abd72f960ba9a71561c14137a583093ffcf9bbfaf5e613d63fa531"},
+    {file = "mypy-1.10.1-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:2189ff1e39db399f08205e22a797383613ce1cb0cb3b13d8bcf0170e45b96cc3"},
+    {file = "mypy-1.10.1-cp39-cp39-win_amd64.whl", hash = "sha256:97a131ee36ac37ce9581f4220311247ab6cba896b4395b9c87af0675a13a755f"},
+    {file = "mypy-1.10.1-py3-none-any.whl", hash = "sha256:71d8ac0b906354ebda8ef1673e5fde785936ac1f29ff6987c7483cfbd5a4235a"},
+    {file = "mypy-1.10.1.tar.gz", hash = "sha256:1f8f492d7db9e3593ef42d4f115f04e556130f2819ad33ab84551403e97dd4c0"},
 ]
 
 [package.dependencies]

From d5b713f9e165666c6d3b0bd896393dc49e177d08 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Thu, 27 Jun 2024 06:19:38 -0600
Subject: [PATCH 13/77] chore(deps): bump pip from 24.1 to 24.1.1 in
 /.github/workflows (#2509)

Bumps [pip](https://github.com/pypa/pip) from 24.1 to 24.1.1.
- [Changelog](https://github.com/pypa/pip/blob/main/NEWS.rst)
- [Commits](https://github.com/pypa/pip/compare/24.1...24.1.1)

---
updated-dependencies:
- dependency-name: pip
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
---
 .github/workflows/constraints.txt | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.github/workflows/constraints.txt b/.github/workflows/constraints.txt
index 70fcda776..eaedc11de 100644
--- a/.github/workflows/constraints.txt
+++ b/.github/workflows/constraints.txt
@@ -1,4 +1,4 @@
-pip==24.1
+pip==24.1.1
 poetry==1.8.3
 poetry-plugin-export==1.8.0
 poetry-dynamic-versioning==1.4.0

From 4674b3f3ddbfeeb9a38588f52b8ac72eb80c61c3 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Fri, 28 Jun 2024 06:52:06 -0600
Subject: [PATCH 14/77] chore(deps): bump faker from 25.9.1 to 26.0.0 (#2510)

Bumps [faker](https://github.com/joke2k/faker) from 25.9.1 to 26.0.0.
- [Release notes](https://github.com/joke2k/faker/releases)
- [Changelog](https://github.com/joke2k/faker/blob/master/CHANGELOG.md)
- [Commits](https://github.com/joke2k/faker/compare/v25.9.1...v26.0.0)

---
updated-dependencies:
- dependency-name: faker
  dependency-type: direct:production
  update-type: version-update:semver-major
...

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
---
 poetry.lock    | 8 ++++----
 pyproject.toml | 2 +-
 2 files changed, 5 insertions(+), 5 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 86beaf951..29b73c746 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -641,13 +641,13 @@ test = ["pytest (>=6)"]
 
 [[package]]
 name = "faker"
-version = "25.9.1"
+version = "26.0.0"
 description = "Faker is a Python package that generates fake data for you."
 optional = true
 python-versions = ">=3.8"
 files = [
-    {file = "Faker-25.9.1-py3-none-any.whl", hash = "sha256:f1dc27dc8035cb7e97e96afbb5fe1305eed6aeea53374702cbac96acfe851626"},
-    {file = "Faker-25.9.1.tar.gz", hash = "sha256:0e1cf7a8d3c94de91a65ab1e9cf7050903efae1e97901f8e5924a9f45147ae44"},
+    {file = "Faker-26.0.0-py3-none-any.whl", hash = "sha256:886ee28219be96949cd21ecc96c4c742ee1680e77f687b095202c8def1a08f06"},
+    {file = "Faker-26.0.0.tar.gz", hash = "sha256:0f60978314973de02c00474c2ae899785a42b2cf4f41b7987e93c132a2b8a4a9"},
 ]
 
 [package.dependencies]
@@ -2674,4 +2674,4 @@ testing = ["pytest", "pytest-durations"]
 [metadata]
 lock-version = "2.0"
 python-versions = ">=3.8"
-content-hash = "eeeb5c33de08fbc341970f41a42b2ad33a115ac85f1c3e6c4769addb6c9b9228"
+content-hash = "1316397863d23f10b9f8ec4b5647d4b95311ef90e98618dc3833cacf9ba1ef64"
diff --git a/pyproject.toml b/pyproject.toml
index 861739532..e3c73d5cd 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -91,7 +91,7 @@ pytest = {version=">=7.2.1", optional = true}
 pytest-durations = {version = ">=1.2.0", optional = true}
 
 # installed as optional 'faker' extra
-faker = {version = ">=22.5,<26.0", optional = true}
+faker = {version = ">=22.5,<27.0", optional = true}
 
 [tool.poetry.extras]
 # TODO: Add 'cryptography' and 'PyJWT' to the 'jwt' when we want to remove them

From 8835c4faa36dc72ef3dd8ef49193514d3a999732 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 1 Jul 2024 06:54:31 -0600
Subject: [PATCH 15/77] chore(deps-dev): bump time-machine from 2.14.1 to
 2.14.2 (#2511)

Bumps [time-machine](https://github.com/adamchainz/time-machine) from 2.14.1 to 2.14.2.
- [Changelog](https://github.com/adamchainz/time-machine/blob/main/CHANGELOG.rst)
- [Commits](https://github.com/adamchainz/time-machine/compare/2.14.1...2.14.2)

---
updated-dependencies:
- dependency-name: time-machine
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
---
 poetry.lock | 114 ++++++++++++++++++++++++++--------------------------
 1 file changed, 57 insertions(+), 57 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 29b73c746..64686341b 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -2407,67 +2407,67 @@ sqlcipher = ["sqlcipher3_binary"]
 
 [[package]]
 name = "time-machine"
-version = "2.14.1"
+version = "2.14.2"
 description = "Travel through time in your tests."
 optional = false
 python-versions = ">=3.8"
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+    {file = "time_machine-2.14.2-cp312-cp312-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:faa7c67a1dafa29d17ca098b61a717419dd5c7ebb21f4f644f4a859983013273"},
+    {file = "time_machine-2.14.2-cp312-cp312-musllinux_1_1_aarch64.whl", hash = "sha256:24034c253b37c125842cf9bbd112786c4381a067b1c1cb224615688101066f5f"},
+    {file = "time_machine-2.14.2-cp312-cp312-musllinux_1_1_i686.whl", hash = "sha256:1ea4319010914c8d69bd16d9839a5c2f1df104b5a4704882bc44599d81611582"},
+    {file = "time_machine-2.14.2-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:10c7cf6134e32e1074d37319f8b7662cc200ee9dd813a48b7520dd4aa49131a9"},
+    {file = "time_machine-2.14.2-cp312-cp312-win32.whl", hash = "sha256:3f985a98704e81e0183043db5889f17fa68daea1ad230e9c8feb3bb303a518c1"},
+    {file = "time_machine-2.14.2-cp312-cp312-win_amd64.whl", hash = "sha256:25edfd2d8c62cbe25ea2c80463c4ab7e3386792a7fe0d70909d52dbfc9aa4c6d"},
+    {file = "time_machine-2.14.2-cp312-cp312-win_arm64.whl", hash = "sha256:71f42b2257ce71ce9b90320072e327edeeb6368ccd0602acd979033e172df656"},
+    {file = "time_machine-2.14.2-cp313-cp313-macosx_14_0_arm64.whl", hash = "sha256:1a6627ce920f1b4b73b2a4957e53f2740d684535af6924f62085005e6e3181cb"},
+    {file = "time_machine-2.14.2-cp38-cp38-macosx_10_9_universal2.whl", hash = "sha256:1bbbb04a8e5f0381b75847c96356c7b55348bfac54bee024bd61dfbf33176c11"},
+    {file = "time_machine-2.14.2-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:f739a7660a97869333ff960e7e03c6047910e19bccc3adc86954050ec9c8e074"},
+    {file = "time_machine-2.14.2-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:0573432aadc97b07e2be6756476e9ba3f5864aa4453c473a03da72ae8b6c5145"},
+    {file = "time_machine-2.14.2-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:c1076e8435f27f25e55c659cf0de9a20ffc12265a1f8e00641512fb023c60fab"},
+    {file = "time_machine-2.14.2-cp38-cp38-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:cb6f03ae4ee4c854d1534768fb579d4ca6b680373ad8ab35cc9008289c9efec9"},
+    {file = "time_machine-2.14.2-cp38-cp38-musllinux_1_1_aarch64.whl", hash = "sha256:720071c6fd7edae7149dc3b336de0bfb03d4fb66b13abd96e6145c4bef7c1b40"},
+    {file = "time_machine-2.14.2-cp38-cp38-musllinux_1_1_i686.whl", hash = "sha256:f1bc051f7a3204fb8aceac0f4aa01bdc3a5c936dd0d7334ae1b791862ced89b3"},
+    {file = "time_machine-2.14.2-cp38-cp38-musllinux_1_1_x86_64.whl", hash = "sha256:69428e17e2b9ab04ccbd178f18aedbb4fa4e7f53807ee067fe3c55fca286a6df"},
+    {file = "time_machine-2.14.2-cp38-cp38-win32.whl", hash = "sha256:7726801fa7d744fb0faab7131bf2a6bd2c56e2cf01c7215cfef6987968652392"},
+    {file = "time_machine-2.14.2-cp38-cp38-win_amd64.whl", hash = "sha256:93ad7844a67ae29043b78ab3148d0fa59f00e68f762eb8982110ac27f684dd62"},
+    {file = "time_machine-2.14.2-cp39-cp39-macosx_10_9_universal2.whl", hash = "sha256:8cca04142f39564722648b03ad061c411b6a83f01549c59248d604f2ac76789b"},
+    {file = "time_machine-2.14.2-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:34c35287b6667a6c233ed0658649d52854858bb6a8ee30d2aa680bf2288a166d"},
+    {file = "time_machine-2.14.2-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:ca63bd68fe1b31a1135c535bb579dd96ddaa1f802d9cbf638cc344f18701575f"},
+    {file = "time_machine-2.14.2-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:30d1e3c18e7dcf5981e7e0fa3ed8b4bfbe6b1dc430442838283455049996f9e0"},
+    {file = "time_machine-2.14.2-cp39-cp39-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:76004bd92f23e3863ace7fd4ac0751134ea13953ec11bd8f47a8fec1f8dc89ff"},
+    {file = "time_machine-2.14.2-cp39-cp39-musllinux_1_1_aarch64.whl", hash = "sha256:037ff158179517fa9ae045c5ac8e995a4d465660f4d4b53510630e2ab2aa4eab"},
+    {file = "time_machine-2.14.2-cp39-cp39-musllinux_1_1_i686.whl", hash = "sha256:098b709455bc9f95e5cc42a2cf42373a4f2aa3f6d5e79e4fe9a7c3f44834cdb7"},
+    {file = "time_machine-2.14.2-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:51a0b17ddd29e7106f84db7539f6a92153c3617754f691c851af6b1cf524f60c"},
+    {file = "time_machine-2.14.2-cp39-cp39-win32.whl", hash = "sha256:875456bb4389112e1e827492cb47965910fa2dfe00c4d521670baf0125d7a454"},
+    {file = "time_machine-2.14.2-cp39-cp39-win_amd64.whl", hash = "sha256:cc19096db9465905662d680b1667cbe37c4ca9cdfbeb30680d45687fdc449c14"},
+    {file = "time_machine-2.14.2-cp39-cp39-win_arm64.whl", hash = "sha256:f9c5d5b8a8667d85a37f07c0b6f85fa551fb65e8b6e647b2dee29c517a249f0c"},
+    {file = "time_machine-2.14.2.tar.gz", hash = "sha256:6e5150cdf1e128c4b3bea214204b4d7747456d9c7ce8e3d83c204e59f9640b72"},
 ]
 
 [package.dependencies]

From 737e57cd5361c04fe8daf55704c993f2711b3236 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Edgar=20Ram=C3=ADrez=20Mondrag=C3=B3n?=
 <16805946+edgarrmondragon@users.noreply.github.com>
Date: Mon, 1 Jul 2024 11:29:30 -0600
Subject: [PATCH 16/77] chore: Bumped template dependencies (#2512)

---
 .../{{cookiecutter.mapper_id}}/.github/workflows/build.yml  | 2 +-
 .../{{cookiecutter.mapper_id}}/.pre-commit-config.yaml      | 6 +++---
 .../{{cookiecutter.tap_id}}/.github/workflows/build.yml     | 2 +-
 .../{{cookiecutter.tap_id}}/.pre-commit-config.yaml         | 6 +++---
 .../{{cookiecutter.target_id}}/.github/workflows/build.yml  | 2 +-
 .../{{cookiecutter.target_id}}/.pre-commit-config.yaml      | 6 +++---
 6 files changed, 12 insertions(+), 12 deletions(-)

diff --git a/cookiecutter/mapper-template/{{cookiecutter.mapper_id}}/.github/workflows/build.yml b/cookiecutter/mapper-template/{{cookiecutter.mapper_id}}/.github/workflows/build.yml
index 274aebced..f9503baf6 100644
--- a/cookiecutter/mapper-template/{{cookiecutter.mapper_id}}/.github/workflows/build.yml
+++ b/cookiecutter/mapper-template/{{cookiecutter.mapper_id}}/.github/workflows/build.yml
@@ -42,4 +42,4 @@ jobs:
     - name: Publish
       ## TODO: create a trusted publisher on PyPI
       ## https://docs.pypi.org/trusted-publishers/
-      uses: pypa/gh-action-pypi-publish@v1.8.14
+      uses: pypa/gh-action-pypi-publish@v1.9.0
diff --git a/cookiecutter/mapper-template/{{cookiecutter.mapper_id}}/.pre-commit-config.yaml b/cookiecutter/mapper-template/{{cookiecutter.mapper_id}}/.pre-commit-config.yaml
index 38bfe8c78..de95ff822 100644
--- a/cookiecutter/mapper-template/{{cookiecutter.mapper_id}}/.pre-commit-config.yaml
+++ b/cookiecutter/mapper-template/{{cookiecutter.mapper_id}}/.pre-commit-config.yaml
@@ -18,19 +18,19 @@ repos:
   - id: trailing-whitespace
 
 - repo: https://github.com/python-jsonschema/check-jsonschema
-  rev: 0.28.5
+  rev: 0.28.6
   hooks:
   - id: check-dependabot
   - id: check-github-workflows
 
 - repo: https://github.com/astral-sh/ruff-pre-commit
-  rev: v0.4.9
+  rev: v0.5.0
   hooks:
   - id: ruff
     args: [--fix, --exit-non-zero-on-fix, --show-fixes]
   - id: ruff-format
 
 - repo: https://github.com/pre-commit/mirrors-mypy
-  rev: v1.10.0
+  rev: v1.10.1
   hooks:
   - id: mypy
diff --git a/cookiecutter/tap-template/{{cookiecutter.tap_id}}/.github/workflows/build.yml b/cookiecutter/tap-template/{{cookiecutter.tap_id}}/.github/workflows/build.yml
index 274aebced..f9503baf6 100644
--- a/cookiecutter/tap-template/{{cookiecutter.tap_id}}/.github/workflows/build.yml
+++ b/cookiecutter/tap-template/{{cookiecutter.tap_id}}/.github/workflows/build.yml
@@ -42,4 +42,4 @@ jobs:
     - name: Publish
       ## TODO: create a trusted publisher on PyPI
       ## https://docs.pypi.org/trusted-publishers/
-      uses: pypa/gh-action-pypi-publish@v1.8.14
+      uses: pypa/gh-action-pypi-publish@v1.9.0
diff --git a/cookiecutter/tap-template/{{cookiecutter.tap_id}}/.pre-commit-config.yaml b/cookiecutter/tap-template/{{cookiecutter.tap_id}}/.pre-commit-config.yaml
index 31701036f..9dcc2cdd0 100644
--- a/cookiecutter/tap-template/{{cookiecutter.tap_id}}/.pre-commit-config.yaml
+++ b/cookiecutter/tap-template/{{cookiecutter.tap_id}}/.pre-commit-config.yaml
@@ -18,20 +18,20 @@ repos:
   - id: trailing-whitespace
 
 - repo: https://github.com/python-jsonschema/check-jsonschema
-  rev: 0.28.5
+  rev: 0.28.6
   hooks:
   - id: check-dependabot
   - id: check-github-workflows
 
 - repo: https://github.com/astral-sh/ruff-pre-commit
-  rev: v0.4.9
+  rev: v0.5.0
   hooks:
   - id: ruff
     args: [--fix, --exit-non-zero-on-fix, --show-fixes]
   - id: ruff-format
 
 - repo: https://github.com/pre-commit/mirrors-mypy
-  rev: v1.10.0
+  rev: v1.10.1
   hooks:
   - id: mypy
     additional_dependencies:
diff --git a/cookiecutter/target-template/{{cookiecutter.target_id}}/.github/workflows/build.yml b/cookiecutter/target-template/{{cookiecutter.target_id}}/.github/workflows/build.yml
index 274aebced..f9503baf6 100644
--- a/cookiecutter/target-template/{{cookiecutter.target_id}}/.github/workflows/build.yml
+++ b/cookiecutter/target-template/{{cookiecutter.target_id}}/.github/workflows/build.yml
@@ -42,4 +42,4 @@ jobs:
     - name: Publish
       ## TODO: create a trusted publisher on PyPI
       ## https://docs.pypi.org/trusted-publishers/
-      uses: pypa/gh-action-pypi-publish@v1.8.14
+      uses: pypa/gh-action-pypi-publish@v1.9.0
diff --git a/cookiecutter/target-template/{{cookiecutter.target_id}}/.pre-commit-config.yaml b/cookiecutter/target-template/{{cookiecutter.target_id}}/.pre-commit-config.yaml
index 3d7e56d27..3d2c03d0d 100644
--- a/cookiecutter/target-template/{{cookiecutter.target_id}}/.pre-commit-config.yaml
+++ b/cookiecutter/target-template/{{cookiecutter.target_id}}/.pre-commit-config.yaml
@@ -18,20 +18,20 @@ repos:
   - id: trailing-whitespace
 
 - repo: https://github.com/python-jsonschema/check-jsonschema
-  rev: 0.28.5
+  rev: 0.28.6
   hooks:
   - id: check-dependabot
   - id: check-github-workflows
 
 - repo: https://github.com/astral-sh/ruff-pre-commit
-  rev: v0.4.9
+  rev: v0.5.0
   hooks:
   - id: ruff
     args: [--fix, --exit-non-zero-on-fix, --show-fixes]
   - id: ruff-format
 
 - repo: https://github.com/pre-commit/mirrors-mypy
-  rev: v1.10.0
+  rev: v1.10.1
   hooks:
   - id: mypy
     additional_dependencies:

From 6638a908736d42887178f5645b913b9ec3aa662d Mon Sep 17 00:00:00 2001
From: "pre-commit-ci[bot]"
 <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Date: Mon, 1 Jul 2024 18:22:29 -0600
Subject: [PATCH 17/77] chore: pre-commit autoupdate (#2513)
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

updates:
- [github.com/astral-sh/ruff-pre-commit: v0.4.10 → v0.5.0](https://github.com/astral-sh/ruff-pre-commit/compare/v0.4.10...v0.5.0)

Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
---
 .pre-commit-config.yaml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 67fea31d1..b91567ce5 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -50,7 +50,7 @@ repos:
   - id: check-readthedocs
 
 - repo: https://github.com/astral-sh/ruff-pre-commit
-  rev: v0.4.10
+  rev: v0.5.0
   hooks:
   - id: ruff
     args: [--fix, --exit-non-zero-on-fix, --show-fixes]

From 2874a15abefff83a994dc0e3b2805f660e0e0bf6 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Edgar=20Ram=C3=ADrez=20Mondrag=C3=B3n?=
 <16805946+edgarrmondragon@users.noreply.github.com>
Date: Tue, 2 Jul 2024 14:16:25 -0600
Subject: [PATCH 18/77] chore: Make dependabot updates weekly and group
 dependency updates (#2517)

---
 .github/dependabot.yml                        | 16 +++++-
 .../.github/dependabot.yml                    | 21 ++++++--
 .../.github/dependabot.yml                    | 21 ++++++--
 .../.github/dependabot.yml                    | 21 ++++++--
 poetry.lock                                   | 53 +++++++++----------
 5 files changed, 94 insertions(+), 38 deletions(-)

diff --git a/.github/dependabot.yml b/.github/dependabot.yml
index c4226472c..658c04fdc 100644
--- a/.github/dependabot.yml
+++ b/.github/dependabot.yml
@@ -3,17 +3,29 @@ updates:
   - package-ecosystem: "pip"
     directory: "/"
     schedule:
-      interval: daily
+      interval: weekly
       time: "12:00"
     reviewers: [meltano/engineering]
     labels: [deps]
+    groups:
+      development-dependencies:
+        dependency-type: development
+      runtime-dependencies:
+        dependency-type: production
+        update-types:
+          - "minor"
+          - "patch"
   - package-ecosystem: pip
     directory: "/.github/workflows"
     schedule:
-      interval: daily
+      interval: weekly
       time: "12:00"
     reviewers: [meltano/engineering]
     labels: [deps]
+    groups:
+      ci:
+        patterns:
+          - "*"
   - package-ecosystem: github-actions
     directory: "/"
     schedule:
diff --git a/cookiecutter/mapper-template/{{cookiecutter.mapper_id}}/.github/dependabot.yml b/cookiecutter/mapper-template/{{cookiecutter.mapper_id}}/.github/dependabot.yml
index 933e6b1c2..0660ffdd4 100644
--- a/cookiecutter/mapper-template/{{cookiecutter.mapper_id}}/.github/dependabot.yml
+++ b/cookiecutter/mapper-template/{{cookiecutter.mapper_id}}/.github/dependabot.yml
@@ -8,19 +8,34 @@ updates:
   - package-ecosystem: pip
     directory: "/"
     schedule:
-      interval: "daily"
+      interval: weekly
     commit-message:
       prefix: "chore(deps): "
       prefix-development: "chore(deps-dev): "
+    groups:
+      development-dependencies:
+        dependency-type: development
+      runtime-dependencies:
+        dependency-type: production
+        update-types:
+          - "patch"
   - package-ecosystem: pip
     directory: "/.github/workflows"
     schedule:
-      interval: daily
+      interval: weekly
     commit-message:
       prefix: "ci: "
+    groups:
+      ci:
+        patterns:
+          - "*"
   - package-ecosystem: github-actions
     directory: "/"
     schedule:
-      interval: "weekly"
+      interval: weekly
     commit-message:
       prefix: "ci: "
+    groups:
+      actions:
+        patterns:
+          - "*"
diff --git a/cookiecutter/tap-template/{{cookiecutter.tap_id}}/.github/dependabot.yml b/cookiecutter/tap-template/{{cookiecutter.tap_id}}/.github/dependabot.yml
index 933e6b1c2..0660ffdd4 100644
--- a/cookiecutter/tap-template/{{cookiecutter.tap_id}}/.github/dependabot.yml
+++ b/cookiecutter/tap-template/{{cookiecutter.tap_id}}/.github/dependabot.yml
@@ -8,19 +8,34 @@ updates:
   - package-ecosystem: pip
     directory: "/"
     schedule:
-      interval: "daily"
+      interval: weekly
     commit-message:
       prefix: "chore(deps): "
       prefix-development: "chore(deps-dev): "
+    groups:
+      development-dependencies:
+        dependency-type: development
+      runtime-dependencies:
+        dependency-type: production
+        update-types:
+          - "patch"
   - package-ecosystem: pip
     directory: "/.github/workflows"
     schedule:
-      interval: daily
+      interval: weekly
     commit-message:
       prefix: "ci: "
+    groups:
+      ci:
+        patterns:
+          - "*"
   - package-ecosystem: github-actions
     directory: "/"
     schedule:
-      interval: "weekly"
+      interval: weekly
     commit-message:
       prefix: "ci: "
+    groups:
+      actions:
+        patterns:
+          - "*"
diff --git a/cookiecutter/target-template/{{cookiecutter.target_id}}/.github/dependabot.yml b/cookiecutter/target-template/{{cookiecutter.target_id}}/.github/dependabot.yml
index 933e6b1c2..0660ffdd4 100644
--- a/cookiecutter/target-template/{{cookiecutter.target_id}}/.github/dependabot.yml
+++ b/cookiecutter/target-template/{{cookiecutter.target_id}}/.github/dependabot.yml
@@ -8,19 +8,34 @@ updates:
   - package-ecosystem: pip
     directory: "/"
     schedule:
-      interval: "daily"
+      interval: weekly
     commit-message:
       prefix: "chore(deps): "
       prefix-development: "chore(deps-dev): "
+    groups:
+      development-dependencies:
+        dependency-type: development
+      runtime-dependencies:
+        dependency-type: production
+        update-types:
+          - "patch"
   - package-ecosystem: pip
     directory: "/.github/workflows"
     schedule:
-      interval: daily
+      interval: weekly
     commit-message:
       prefix: "ci: "
+    groups:
+      ci:
+        patterns:
+          - "*"
   - package-ecosystem: github-actions
     directory: "/"
     schedule:
-      interval: "weekly"
+      interval: weekly
     commit-message:
       prefix: "ci: "
+    groups:
+      actions:
+        patterns:
+          - "*"
diff --git a/poetry.lock b/poetry.lock
index 64686341b..2f3027da2 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,4 +1,4 @@
-# This file is automatically @generated by Poetry 1.8.2 and should not be changed by hand.
+# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand.
 
 [[package]]
 name = "alabaster"
@@ -160,17 +160,17 @@ lxml = ["lxml"]
 
 [[package]]
 name = "boto3"
-version = "1.34.127"
+version = "1.34.138"
 description = "The AWS SDK for Python"
 optional = true
 python-versions = ">=3.8"
 files = [
-    {file = "boto3-1.34.127-py3-none-any.whl", hash = "sha256:d370befe4fb7aea5bc383057d7dad18dda5d0cf3cd3295915bcc8c8c4191905c"},
-    {file = "boto3-1.34.127.tar.gz", hash = "sha256:58ccdeae3a96811ecc9d5d866d8226faadbd0ee1891756e4a04d5186e9a57a64"},
+    {file = "boto3-1.34.138-py3-none-any.whl", hash = "sha256:81518aa95fad71279411fb5c94da4b4a554a5d53fc876faca62b7b5c8737f1cb"},
+    {file = "boto3-1.34.138.tar.gz", hash = "sha256:f79c15e33eb7706f197d98d828b193cf0891966682ad3ec5e900f6f9e7362e35"},
 ]
 
 [package.dependencies]
-botocore = ">=1.34.127,<1.35.0"
+botocore = ">=1.34.138,<1.35.0"
 jmespath = ">=0.7.1,<2.0.0"
 s3transfer = ">=0.10.0,<0.11.0"
 
@@ -179,13 +179,13 @@ crt = ["botocore[crt] (>=1.21.0,<2.0a0)"]
 
 [[package]]
 name = "botocore"
-version = "1.34.127"
+version = "1.34.138"
 description = "Low-level, data-driven core of boto 3."
 optional = true
 python-versions = ">=3.8"
 files = [
-    {file = "botocore-1.34.127-py3-none-any.whl", hash = "sha256:e14fa28c8bb141de965e700f88b196d17c67a703c7f0f5c7e14f7dd1cf636011"},
-    {file = "botocore-1.34.127.tar.gz", hash = "sha256:a377871742c40603d559103f19acb7bc93cfaf285e68f21b81637ec396099877"},
+    {file = "botocore-1.34.138-py3-none-any.whl", hash = "sha256:84e96a954c39a6f09cae4ea95b2ae582b5ae01b5040c92507b60509c9be5377a"},
+    {file = "botocore-1.34.138.tar.gz", hash = "sha256:f558bbea96c4a4abbaeeedc477dabb00902311ba1ca6327974a6819b9f384920"},
 ]
 
 [package.dependencies]
@@ -669,18 +669,18 @@ devel = ["colorama", "json-spec", "jsonschema", "pylint", "pytest", "pytest-benc
 
 [[package]]
 name = "filelock"
-version = "3.15.1"
+version = "3.15.4"
 description = "A platform independent file lock."
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "filelock-3.15.1-py3-none-any.whl", hash = "sha256:71b3102950e91dfc1bb4209b64be4dc8854f40e5f534428d8684f953ac847fac"},
-    {file = "filelock-3.15.1.tar.gz", hash = "sha256:58a2549afdf9e02e10720eaa4d4470f56386d7a6f72edd7d0596337af8ed7ad8"},
+    {file = "filelock-3.15.4-py3-none-any.whl", hash = "sha256:6ca1fffae96225dab4c6eaf1c4f4f28cd2568d3ec2a44e15a08520504de468e7"},
+    {file = "filelock-3.15.4.tar.gz", hash = "sha256:2207938cbc1844345cb01a5a95524dae30f0ce089eba5b00378295a17e3e90cb"},
 ]
 
 [package.extras]
 docs = ["furo (>=2023.9.10)", "sphinx (>=7.2.6)", "sphinx-autodoc-typehints (>=1.25.2)"]
-testing = ["covdefaults (>=2.3)", "coverage (>=7.3.2)", "diff-cover (>=8.0.1)", "pytest (>=7.4.3)", "pytest-asyncio (>=0.21)", "pytest-cov (>=4.1)", "pytest-mock (>=3.12)", "pytest-timeout (>=2.2)"]
+testing = ["covdefaults (>=2.3)", "coverage (>=7.3.2)", "diff-cover (>=8.0.1)", "pytest (>=7.4.3)", "pytest-asyncio (>=0.21)", "pytest-cov (>=4.1)", "pytest-mock (>=3.12)", "pytest-timeout (>=2.2)", "virtualenv (>=20.26.2)"]
 typing = ["typing-extensions (>=4.8)"]
 
 [[package]]
@@ -980,18 +980,17 @@ referencing = ">=0.31.0"
 
 [[package]]
 name = "livereload"
-version = "2.6.3"
+version = "2.7.0"
 description = "Python LiveReload is an awesome tool for web developers"
 optional = true
-python-versions = "*"
+python-versions = ">=3.7"
 files = [
-    {file = "livereload-2.6.3-py2.py3-none-any.whl", hash = "sha256:ad4ac6f53b2d62bb6ce1a5e6e96f1f00976a32348afedcb4b6d68df2a1d346e4"},
-    {file = "livereload-2.6.3.tar.gz", hash = "sha256:776f2f865e59fde56490a56bcc6773b6917366bce0c267c60ee8aaf1a0959869"},
+    {file = "livereload-2.7.0-py3-none-any.whl", hash = "sha256:19bee55aff51d5ade6ede0dc709189a0f904d3b906d3ea71641ed548acff3246"},
+    {file = "livereload-2.7.0.tar.gz", hash = "sha256:f4ba199ef93248902841e298670eebfe1aa9e148e19b343bc57dbf1b74de0513"},
 ]
 
 [package.dependencies]
-six = "*"
-tornado = {version = "*", markers = "python_version > \"2.7\""}
+tornado = "*"
 
 [[package]]
 name = "markdown-it-py"
@@ -1909,13 +1908,13 @@ files = [
 
 [[package]]
 name = "s3transfer"
-version = "0.10.1"
+version = "0.10.2"
 description = "An Amazon S3 Transfer Manager"
 optional = true
-python-versions = ">= 3.8"
+python-versions = ">=3.8"
 files = [
-    {file = "s3transfer-0.10.1-py3-none-any.whl", hash = "sha256:ceb252b11bcf87080fb7850a224fb6e05c8a776bab8f2b64b7f25b969464839d"},
-    {file = "s3transfer-0.10.1.tar.gz", hash = "sha256:5683916b4c724f799e600f41dd9e10a9ff19871bf87623cc8f491cb4f5fa0a19"},
+    {file = "s3transfer-0.10.2-py3-none-any.whl", hash = "sha256:eca1c20de70a39daee580aef4986996620f365c4e0fda6a86100231d62f1bf69"},
+    {file = "s3transfer-0.10.2.tar.gz", hash = "sha256:0711534e9356d3cc692fdde846b4a1e4b0cb6519971860796e6bc4c7aea00ef6"},
 ]
 
 [package.dependencies]
@@ -1926,18 +1925,18 @@ crt = ["botocore[crt] (>=1.33.2,<2.0a.0)"]
 
 [[package]]
 name = "setuptools"
-version = "70.0.0"
+version = "70.2.0"
 description = "Easily download, build, install, upgrade, and uninstall Python packages"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "setuptools-70.0.0-py3-none-any.whl", hash = "sha256:54faa7f2e8d2d11bcd2c07bed282eef1046b5c080d1c32add737d7b5817b1ad4"},
-    {file = "setuptools-70.0.0.tar.gz", hash = "sha256:f211a66637b8fa059bb28183da127d4e86396c991a942b028c6650d4319c3fd0"},
+    {file = "setuptools-70.2.0-py3-none-any.whl", hash = "sha256:b8b8060bb426838fbe942479c90296ce976249451118ef566a5a0b7d8b78fb05"},
+    {file = "setuptools-70.2.0.tar.gz", hash = "sha256:bd63e505105011b25c3c11f753f7e3b8465ea739efddaccef8f0efac2137bac1"},
 ]
 
 [package.extras]
-docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "pygments-github-lexers (==0.0.5)", "pyproject-hooks (!=1.1)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-favicon", "sphinx-inline-tabs", "sphinx-lint", "sphinx-notfound-page (>=1,<2)", "sphinx-reredirects", "sphinxcontrib-towncrier"]
-testing = ["build[virtualenv] (>=1.0.3)", "filelock (>=3.4.0)", "importlib-metadata", "ini2toml[lite] (>=0.14)", "jaraco.develop (>=7.21)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "mypy (==1.9)", "packaging (>=23.2)", "pip (>=19.1)", "pyproject-hooks (!=1.1)", "pytest (>=6,!=8.1.1)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-home (>=0.5)", "pytest-mypy", "pytest-perf", "pytest-ruff (>=0.2.1)", "pytest-subprocess", "pytest-timeout", "pytest-xdist (>=3)", "tomli", "tomli-w (>=1.0.0)", "virtualenv (>=13.0.0)", "wheel"]
+doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "pygments-github-lexers (==0.0.5)", "pyproject-hooks (!=1.1)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-favicon", "sphinx-inline-tabs", "sphinx-lint", "sphinx-notfound-page (>=1,<2)", "sphinx-reredirects", "sphinxcontrib-towncrier"]
+test = ["build[virtualenv] (>=1.0.3)", "filelock (>=3.4.0)", "importlib-metadata", "ini2toml[lite] (>=0.14)", "jaraco.develop (>=7.21)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "jaraco.test", "mypy (==1.10.0)", "packaging (>=23.2)", "pip (>=19.1)", "pyproject-hooks (!=1.1)", "pytest (>=6,!=8.1.*)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-home (>=0.5)", "pytest-mypy", "pytest-perf", "pytest-ruff (>=0.3.2)", "pytest-subprocess", "pytest-timeout", "pytest-xdist (>=3)", "tomli", "tomli-w (>=1.0.0)", "virtualenv (>=13.0.0)", "wheel"]
 
 [[package]]
 name = "simpleeval"

From dfdbdde32bd92fe11b1c3c44c25398db8362bed6 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Edgar=20Ram=C3=ADrez=20Mondrag=C3=B3n?=
 <16805946+edgarrmondragon@users.noreply.github.com>
Date: Thu, 4 Jul 2024 23:39:40 -0600
Subject: [PATCH 19/77] refactor: Limit internal usage of pendulum (#2132)
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

* refactor: Limit internal usage of pendulum

* fix: Replace use of deprecated `jsonschema._RefResolver` with recommended `referencing` library (#2187)

* refactor: Replace use of deprecated `jsonschema._RefResolver` with recommended `referencing` library

* Fix types

* Continue on error

* refactor: Remove unused `logger` parameter from private catalog helper functions (#2188)

* refactor: Use `functools.lru_cache` instead of the stale `memoization` library (#1981) (#2189)

* chore(deps): bump referencing from 0.32.1 to 0.33.0 (#2194)

Bumps [referencing](https://github.com/python-jsonschema/referencing) from 0.32.1 to 0.33.0.
- [Release notes](https://github.com/python-jsonschema/referencing/releases)
- [Changelog](https://github.com/python-jsonschema/referencing/blob/main/docs/changes.rst)
- [Commits](https://github.com/python-jsonschema/referencing/compare/v0.32.1...v0.33.0)

---
updated-dependencies:
- dependency-name: referencing
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

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* chore(deps): bump cryptography from 42.0.0 to 42.0.1 (#2193)

Bumps [cryptography](https://github.com/pyca/cryptography) from 42.0.0 to 42.0.1.
- [Changelog](https://github.com/pyca/cryptography/blob/main/CHANGELOG.rst)
- [Commits](https://github.com/pyca/cryptography/compare/42.0.0...42.0.1)

---
updated-dependencies:
- dependency-name: cryptography
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

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* chore(deps-dev): bump pytz from 2023.3.post1 to 2023.4 (#2191)

Bumps [pytz](https://github.com/stub42/pytz) from 2023.3.post1 to 2023.4.
- [Commits](https://github.com/stub42/pytz/compare/release_2023.3.post1...release_2023.4)

---
updated-dependencies:
- dependency-name: pytz
  dependency-type: direct:development
  update-type: version-update:semver-minor
...

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* fix(templates): Include empty `schemas` directory in REST tap cookiecutter (#2195)

* docs: Added an example implemetation of JSON schema validation that uses `fastjsonschema` (#2231)

Supersedes https://github.com/meltano/sdk/pull/2066

Co-authored-by: Dan Norman <buzzcutnorman@gmail.com>

* fix(templates): Test workflow job now fails for unsupported Python versions in cookiecutter templates (#2232)

* Try to setup Poetry env for specific Python version before installing dependencies

* Keep running tests for other Python versions if others fail

* chore(deps): bump pre-commit from 3.6.0 to 3.6.1 in /.github/workflows (#2233)

Bumps [pre-commit](https://github.com/pre-commit/pre-commit) from 3.6.0 to 3.6.1.
- [Release notes](https://github.com/pre-commit/pre-commit/releases)
- [Changelog](https://github.com/pre-commit/pre-commit/blob/main/CHANGELOG.md)
- [Commits](https://github.com/pre-commit/pre-commit/compare/v3.6.0...v3.6.1)

---
updated-dependencies:
- dependency-name: pre-commit
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

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* chore: pre-commit autoupdate (#2234)

updates:
- [github.com/python-jsonschema/check-jsonschema: 0.27.4 → 0.28.0](https://github.com/python-jsonschema/check-jsonschema/compare/0.27.4...0.28.0)
- [github.com/astral-sh/ruff-pre-commit: v0.2.0 → v0.2.1](https://github.com/astral-sh/ruff-pre-commit/compare/v0.2.0...v0.2.1)

Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>

* chore(deps): bump sqlalchemy from 2.0.25 to 2.0.26 (#2235)

Bumps [sqlalchemy](https://github.com/sqlalchemy/sqlalchemy) from 2.0.25 to 2.0.26.
- [Release notes](https://github.com/sqlalchemy/sqlalchemy/releases)
- [Changelog](https://github.com/sqlalchemy/sqlalchemy/blob/main/CHANGES.rst)
- [Commits](https://github.com/sqlalchemy/sqlalchemy/commits)

---
updated-dependencies:
- dependency-name: sqlalchemy
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

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* chore(deps): bump sqlalchemy from 2.0.26 to 2.0.27 (#2236)

Bumps [sqlalchemy](https://github.com/sqlalchemy/sqlalchemy) from 2.0.26 to 2.0.27.
- [Release notes](https://github.com/sqlalchemy/sqlalchemy/releases)
- [Changelog](https://github.com/sqlalchemy/sqlalchemy/blob/main/CHANGES.rst)
- [Commits](https://github.com/sqlalchemy/sqlalchemy/commits)

---
updated-dependencies:
- dependency-name: sqlalchemy
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

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* chore(deps-dev): bump duckdb from 0.9.2 to 0.10.0 (#2237)

Bumps [duckdb](https://github.com/duckdb/duckdb) from 0.9.2 to 0.10.0.
- [Release notes](https://github.com/duckdb/duckdb/releases)
- [Changelog](https://github.com/duckdb/duckdb/blob/main/tools/release-pip.py)
- [Commits](https://github.com/duckdb/duckdb/compare/v0.9.2...v0.10.0)

---
updated-dependencies:
- dependency-name: duckdb
  dependency-type: direct:development
  update-type: version-update:semver-minor
...

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* fix(taps): Hard and soft deletes for handling `ACTIVATE_VERSION` messages now use the same `WHERE` clause  (#2242)

fix: using same logic for both hard and soft deletes

Soft delete is deleting only versions smaller than the latest version
Hard delete is deleting smaller and equal.
Making both strategies delete only smaller versions.

* fix: Instances of `oneOf` are now handled by null-appending logic (#2245)

fix: Instance of `oneOf` are now handled by null-appending logic

* chore: Cleaned up some unused files (#2240)

chore: Clean up unused files

* fix: Force flattened record according to provided flattened schema (#2243)

* Force flattened record according to provided flattened schema

* [pre-commit.ci] auto fixes from pre-commit.com hooks

for more information, see https://pre-commit.ci

* fix import

* fix

* revert collections change

* ruff linter fixes

* [pre-commit.ci] auto fixes from pre-commit.com hooks

for more information, see https://pre-commit.ci

* ruff linter fixes

* fix

* fix

* add test

* [pre-commit.ci] auto fixes from pre-commit.com hooks

for more information, see https://pre-commit.ci

* removing None option for flatten schema and max level

* [pre-commit.ci] auto fixes from pre-commit.com hooks

for more information, see https://pre-commit.ci

* revert typing

* fix check

* Add a short comment

---------

Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Co-authored-by: Edgar Ramírez Mondragón <16805946+edgarrmondragon@users.noreply.github.com>
Co-authored-by: Edgar Ramírez-Mondragón <edgarrm358@gmail.com>

* docs: Linked reference docs to source code (#2239)

docs: Link to source code

Closes https://github.com/meltano/sdk/issues/149

* chore: Release v0.35.1 (#2247)

* chore: Bump package version

* Apply suggestions from code review

---------

Co-authored-by: edgarrmondragon <16805946+edgarrmondragon@users.noreply.github.com>

* chore(deps): bump cryptography from 42.0.2 to 42.0.3 (#2249)

Bumps [cryptography](https://github.com/pyca/cryptography) from 42.0.2 to 42.0.3.
- [Changelog](https://github.com/pyca/cryptography/blob/main/CHANGELOG.rst)
- [Commits](https://github.com/pyca/cryptography/compare/42.0.2...42.0.3)

---
updated-dependencies:
- dependency-name: cryptography
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

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* chore(deps): bump pre-commit from 3.6.1 to 3.6.2 in /.github/workflows (#2251)

Bumps [pre-commit](https://github.com/pre-commit/pre-commit) from 3.6.1 to 3.6.2.
- [Release notes](https://github.com/pre-commit/pre-commit/releases)
- [Changelog](https://github.com/pre-commit/pre-commit/blob/main/CHANGELOG.md)
- [Commits](https://github.com/pre-commit/pre-commit/compare/v3.6.1...v3.6.2)

---
updated-dependencies:
- dependency-name: pre-commit
  dependency-type: direct:production
  update-type: version-update:semver-patch
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* chore(deps): bump faker from 23.1.0 to 23.2.1 (#2250)

Bumps [faker](https://github.com/joke2k/faker) from 23.1.0 to 23.2.1.
- [Release notes](https://github.com/joke2k/faker/releases)
- [Changelog](https://github.com/joke2k/faker/blob/master/CHANGELOG.md)
- [Commits](https://github.com/joke2k/faker/compare/v23.1.0...v23.2.1)

---
updated-dependencies:
- dependency-name: faker
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

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* fix: Null type is now correctly appended as `{"type": "null"}` to `oneOf` types (#2252)

* chore: Release v0.35.2 (#2253)

chore: Bump package version

Co-authored-by: edgarrmondragon <16805946+edgarrmondragon@users.noreply.github.com>

* chore: pre-commit autoupdate (#2254)

updates:
- [github.com/astral-sh/ruff-pre-commit: v0.2.1 → v0.2.2](https://github.com/astral-sh/ruff-pre-commit/compare/v0.2.1...v0.2.2)

Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>

* chore(deps-dev): bump types-simplejson from 3.19.0.2 to 3.19.0.20240218 (#2255)

Bumps [types-simplejson](https://github.com/python/typeshed) from 3.19.0.2 to 3.19.0.20240218.
- [Commits](https://github.com/python/typeshed/commits)

---
updated-dependencies:
- dependency-name: types-simplejson
  dependency-type: direct:development
  update-type: version-update:semver-patch
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* chore(deps): bump pytest from 8.0.0 to 8.0.1 (#2256)

Bumps [pytest](https://github.com/pytest-dev/pytest) from 8.0.0 to 8.0.1.
- [Release notes](https://github.com/pytest-dev/pytest/releases)
- [Changelog](https://github.com/pytest-dev/pytest/blob/main/CHANGELOG.rst)
- [Commits](https://github.com/pytest-dev/pytest/compare/8.0.0...8.0.1)

---
updated-dependencies:
- dependency-name: pytest
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

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* chore(deps): bump cryptography from 42.0.3 to 42.0.4 (#2261)

Bumps [cryptography](https://github.com/pyca/cryptography) from 42.0.3 to 42.0.4.
- [Changelog](https://github.com/pyca/cryptography/blob/main/CHANGELOG.rst)
- [Commits](https://github.com/pyca/cryptography/compare/42.0.3...42.0.4)

---
updated-dependencies:
- dependency-name: cryptography
  dependency-type: direct:production
  update-type: version-update:semver-patch
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* chore(deps-dev): bump coverage from 7.4.1 to 7.4.2 (#2260)

Bumps [coverage](https://github.com/nedbat/coveragepy) from 7.4.1 to 7.4.2.
- [Release notes](https://github.com/nedbat/coveragepy/releases)
- [Changelog](https://github.com/nedbat/coveragepy/blob/master/CHANGES.rst)
- [Commits](https://github.com/nedbat/coveragepy/compare/7.4.1...7.4.2)

---
updated-dependencies:
- dependency-name: coverage
  dependency-type: direct:development
  update-type: version-update:semver-patch
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* refactor: Deprecated `singer_sdk.authenticators.BasicAuthenticator` in favor of `requests.auth.HTTPBasicAuth` (#2220)

* refactor: `Deprecate singer_sdk.authenticators.BasicAuthenticator` in favor of `requests.auth.HTTPBasicAuth`

Closes https://github.com/meltano/sdk/issues/2040

* Emit deprecation warning

* feat(targets): Targets now accept a `batch_size_rows` setting to configure how many rows are loaded in each record batch (#2248)

* added batch_size_rows tests to target

* add batch_size_rows test to test target sql

* added batch size row to target capabilities

* add batch_size_rows to target as a bulitin config

* added code for batch_size_rows

* Apply suggestions from code review

Co-authored-by: Edgar Ramírez Mondragón <16805946+edgarrmondragon@users.noreply.github.com>

* applied documentaion update from review to max_size

* Update singer_sdk/sinks/core.py

* Update singer_sdk/sinks/core.py

* chore: Link to `batch_size_rows` attribute docs

* Update `batch_size_rows` docs

---------

Co-authored-by: Edgar Ramírez Mondragón <16805946+edgarrmondragon@users.noreply.github.com>
Co-authored-by: Edgar Ramírez-Mondragón <edgarrm358@gmail.com>

* fix: Database disconnects are now handled via SQLAlchemy `pool_pre_ping` parameter (#2258)

feat: Database disconnects are now handled via SQLAlchemy `pool_pre_ping` parameter

* feat: Nested settings are now documented in the output of `--about --format=markdown` (#2263)

* feat: JSON schema keywords such as `maxLength` are now supported in `StringType`, `IntegerType` and `NumberType` JSON schema helpers (#2241)

feat: Support `maxLength` and similar keywords in string, integer and number JSON schema helpers

* chore(deps): bump poetry from 1.7.1 to 1.8.0 in /.github/workflows (#2265)

Bumps [poetry](https://github.com/python-poetry/poetry) from 1.7.1 to 1.8.0.
- [Release notes](https://github.com/python-poetry/poetry/releases)
- [Changelog](https://github.com/python-poetry/poetry/blob/main/CHANGELOG.md)
- [Commits](https://github.com/python-poetry/poetry/compare/1.7.1...1.8.0)

---
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- dependency-name: poetry
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

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* chore(deps): bump typing-extensions from 4.9.0 to 4.10.0 (#2266)

Bumps [typing-extensions](https://github.com/python/typing_extensions) from 4.9.0 to 4.10.0.
- [Release notes](https://github.com/python/typing_extensions/releases)
- [Changelog](https://github.com/python/typing_extensions/blob/main/CHANGELOG.md)
- [Commits](https://github.com/python/typing_extensions/commits)

---
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- dependency-name: typing-extensions
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

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* chore(deps): bump cryptography from 42.0.4 to 42.0.5 (#2268)

Bumps [cryptography](https://github.com/pyca/cryptography) from 42.0.4 to 42.0.5.
- [Changelog](https://github.com/pyca/cryptography/blob/main/CHANGELOG.rst)
- [Commits](https://github.com/pyca/cryptography/compare/42.0.4...42.0.5)

---
updated-dependencies:
- dependency-name: cryptography
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

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* chore(deps): bump importlib-resources from 6.1.1 to 6.1.2 (#2267)

Bumps [importlib-resources](https://github.com/python/importlib_resources) from 6.1.1 to 6.1.2.
- [Release notes](https://github.com/python/importlib_resources/releases)
- [Changelog](https://github.com/python/importlib_resources/blob/main/NEWS.rst)
- [Commits](https://github.com/python/importlib_resources/compare/v6.1.1...v6.1.2)

---
updated-dependencies:
- dependency-name: importlib-resources
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

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* chore(deps-dev): bump coverage from 7.4.2 to 7.4.3 (#2269)

Bumps [coverage](https://github.com/nedbat/coveragepy) from 7.4.2 to 7.4.3.
- [Release notes](https://github.com/nedbat/coveragepy/releases)
- [Changelog](https://github.com/nedbat/coveragepy/blob/master/CHANGES.rst)
- [Commits](https://github.com/nedbat/coveragepy/compare/7.4.2...7.4.3)

---
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- dependency-name: coverage
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

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* chore(deps): bump pytest from 8.0.1 to 8.0.2 (#2270)

Bumps [pytest](https://github.com/pytest-dev/pytest) from 8.0.1 to 8.0.2.
- [Release notes](https://github.com/pytest-dev/pytest/releases)
- [Changelog](https://github.com/pytest-dev/pytest/blob/main/CHANGELOG.rst)
- [Commits](https://github.com/pytest-dev/pytest/compare/8.0.1...8.0.2)

---
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- dependency-name: pytest
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

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* chore: Update locked dependencies (#2271)

* chore: Release v0.36.0 (#2272)

chore: Bump package version

Co-authored-by: edgarrmondragon <16805946+edgarrmondragon@users.noreply.github.com>

* chore(deps): bump poetry from 1.8.0 to 1.8.1 in /.github/workflows (#2273)

Bumps [poetry](https://github.com/python-poetry/poetry) from 1.8.0 to 1.8.1.
- [Release notes](https://github.com/python-poetry/poetry/releases)
- [Changelog](https://github.com/python-poetry/poetry/blob/main/CHANGELOG.md)
- [Commits](https://github.com/python-poetry/poetry/compare/1.8.0...1.8.1)

---
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- dependency-name: poetry
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

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* fix(templates): Test workflow now fails for any Python matrix job failure in cookiecutter template (#2274)

Let test runs complete for all specified Python versions and fail the workflow if any do not succeed

* chore(deps): bump faker from 23.2.1 to 23.3.0 (#2275)

Bumps [faker](https://github.com/joke2k/faker) from 23.2.1 to 23.3.0.
- [Release notes](https://github.com/joke2k/faker/releases)
- [Changelog](https://github.com/joke2k/faker/blob/master/CHANGELOG.md)
- [Commits](https://github.com/joke2k/faker/compare/v23.2.1...v23.3.0)

---
updated-dependencies:
- dependency-name: faker
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

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* chore(deps): bump python-dateutil from 2.8.2 to 2.9.0 (#2276)

Bumps [python-dateutil](https://github.com/dateutil/dateutil) from 2.8.2 to 2.9.0.
- [Release notes](https://github.com/dateutil/dateutil/releases)
- [Changelog](https://github.com/dateutil/dateutil/blob/master/NEWS)
- [Commits](https://github.com/dateutil/dateutil/compare/2.8.2...2.9.0)

---
updated-dependencies:
- dependency-name: python-dateutil
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

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* chore(deps): bump the actions group with 1 update (#2280)

Bumps the actions group with 1 update: [pypa/gh-action-pypi-publish](https://github.com/pypa/gh-action-pypi-publish).


Updates `pypa/gh-action-pypi-publish` from 1.8.11 to 1.8.12
- [Release notes](https://github.com/pypa/gh-action-pypi-publish/releases)
- [Commits](https://github.com/pypa/gh-action-pypi-publish/compare/v1.8.11...v1.8.12)

---
updated-dependencies:
- dependency-name: pypa/gh-action-pypi-publish
  dependency-type: direct:production
  update-type: version-update:semver-patch
  dependency-group: actions
...

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* chore(deps): bump python-dateutil from 2.9.0 to 2.9.0.post0 (#2279)

Bumps [python-dateutil](https://github.com/dateutil/dateutil) from 2.9.0 to 2.9.0.post0.
- [Release notes](https://github.com/dateutil/dateutil/releases)
- [Changelog](https://github.com/dateutil/dateutil/blob/master/NEWS)
- [Commits](https://github.com/dateutil/dateutil/compare/2.9.0...2.9.0.post0)

---
updated-dependencies:
- dependency-name: python-dateutil
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

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* chore(deps): bump poetry from 1.8.1 to 1.8.2 in /.github/workflows (#2278)

Bumps [poetry](https://github.com/python-poetry/poetry) from 1.8.1 to 1.8.2.
- [Release notes](https://github.com/python-poetry/poetry/releases)
- [Changelog](https://github.com/python-poetry/poetry/blob/main/CHANGELOG.md)
- [Commits](https://github.com/python-poetry/poetry/compare/1.8.1...1.8.2)

---
updated-dependencies:
- dependency-name: poetry
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

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* chore(deps): bump nox from 2023.4.22 to 2024.3.2 in /.github/workflows (#2277)

Bumps [nox](https://github.com/wntrblm/nox) from 2023.4.22 to 2024.3.2.
- [Release notes](https://github.com/wntrblm/nox/releases)
- [Changelog](https://github.com/wntrblm/nox/blob/main/CHANGELOG.md)
- [Commits](https://github.com/wntrblm/nox/compare/2023.04.22...2024.03.02)

---
updated-dependencies:
- dependency-name: nox
  dependency-type: direct:production
  update-type: version-update:semver-major
...

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* fix: The `state_partition_context` dictionary is now correctly interpolated in the error message when duplicate partitions/contexts are detected in the input state (#2281)

* test: Made the `test_sync_timer` test faster by using `time_machine` (#2282)

* chore(deps): bump faker from 23.3.0 to 24.0.0 (#2284)

Bumps [faker](https://github.com/joke2k/faker) from 23.3.0 to 24.0.0.
- [Release notes](https://github.com/joke2k/faker/releases)
- [Changelog](https://github.com/joke2k/faker/blob/master/CHANGELOG.md)
- [Commits](https://github.com/joke2k/faker/compare/v23.3.0...v24.0.0)

---
updated-dependencies:
- dependency-name: faker
  dependency-type: direct:production
  update-type: version-update:semver-major
...

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>

* chore(deps): bump sqlalchemy from 2.0.27 to 2.0.28 (#2286)

Bumps [sqlalchemy](https://github.com/sqlalchemy/sqlalchemy) from 2.0.27 to 2.0.28.
- [Release notes](https://github.com/sqlalchemy/sqlalchemy/releases)
- [Changelog](https://github.com/sqlalchemy/sqlalchemy/blob/main/CHANGES.rst)
- [Commits](https://github.com/sqlalchemy/sqlalchemy/commits)

---
updated-dependencies:
- dependency-name: sqlalchemy
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

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* chore(deps-dev): bump duckdb-engine from 0.11.1 to 0.11.2 (#2285)

Bumps [duckdb-engine](https://github.com/Mause/duckdb_engine) from 0.11.1 to 0.11.2.
- [Release notes](https://github.com/Mause/duckdb_engine/releases)
- [Changelog](https://github.com/Mause/duckdb_engine/blob/main/CHANGELOG.md)
- [Commits](https://github.com/Mause/duckdb_engine/compare/v0.11.1...v0.11.2)

---
updated-dependencies:
- dependency-name: duckdb-engine
  dependency-type: direct:development
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
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* Make deptry happy

---------

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
Co-authored-by: Dan Norman <buzzcutnorman@gmail.com>
Co-authored-by: ReubenFrankel <60552974+ReubenFrankel@users.noreply.github.com>
Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Co-authored-by: Vitor Avancini <vitorpavancini@gmail.com>
Co-authored-by: Joao Amaral <7281460+joaopamaral@users.noreply.github.com>
Co-authored-by: MeltyBot <105875157+MeltyBot@users.noreply.github.com>
---
 pyproject.toml               | 4 ++++
 singer_sdk/authenticators.py | 3 +--
 singer_sdk/helpers/_util.py  | 9 ++-------
 singer_sdk/streams/core.py   | 8 ++++----
 tests/core/conftest.py       | 4 ++--
 tests/core/test_streams.py   | 7 +++----
 6 files changed, 16 insertions(+), 19 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index e3c73d5cd..95895ba5a 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -238,6 +238,7 @@ types-requests = "requests"
 [tool.deptry.per_rule_ignores]
 DEP002 = [
     # Deprecated dependencies
+    "pendulum",
     "python-dateutil",
     # Transitive constraints
     "numpy",
@@ -407,6 +408,9 @@ typing = "t"
 fixture-parentheses = false
 parametrize-names-type = "csv"
 
+[tool.ruff.lint.flake8-tidy-imports.banned-api]
+"pendulum".msg = "BAN002: pendulum is banned"
+
 [tool.ruff.lint.isort]
 known-first-party = ["singer_sdk", "samples", "tests"]
 required-imports = ["from __future__ import annotations"]
diff --git a/singer_sdk/authenticators.py b/singer_sdk/authenticators.py
index 8c550fe31..09f42efee 100644
--- a/singer_sdk/authenticators.py
+++ b/singer_sdk/authenticators.py
@@ -7,7 +7,6 @@
 import math
 import typing as t
 import warnings
-from datetime import timedelta
 from types import MappingProxyType
 from urllib.parse import parse_qs, urlencode, urlsplit, urlunsplit
 
@@ -557,7 +556,7 @@ def oauth_request_body(self) -> dict:
             "iss": self.client_id,
             "scope": self.oauth_scopes,
             "aud": self.auth_endpoint,
-            "exp": math.floor((request_time + timedelta(hours=1)).timestamp()),
+            "exp": math.floor((request_time + datetime.timedelta(hours=1)).timestamp()),
             "iat": math.floor(request_time.timestamp()),
         }
 
diff --git a/singer_sdk/helpers/_util.py b/singer_sdk/helpers/_util.py
index 5d8f53f26..0e8250c2a 100644
--- a/singer_sdk/helpers/_util.py
+++ b/singer_sdk/helpers/_util.py
@@ -2,15 +2,11 @@
 
 from __future__ import annotations
 
+import datetime
 import json
 import typing as t
 from pathlib import Path, PurePath
 
-import pendulum
-
-if t.TYPE_CHECKING:
-    import datetime
-
 
 def read_json_file(path: PurePath | str) -> dict[str, t.Any]:
     """Read json file, throwing an error if missing."""
@@ -30,5 +26,4 @@ def read_json_file(path: PurePath | str) -> dict[str, t.Any]:
 
 def utc_now() -> datetime.datetime:
     """Return current time in UTC."""
-    # TODO: replace with datetime.datetime.now(tz=datetime.timezone.utc)
-    return pendulum.now(tz="UTC")
+    return datetime.datetime.now(datetime.timezone.utc)
diff --git a/singer_sdk/streams/core.py b/singer_sdk/streams/core.py
index 886466c5d..0b4d6eef6 100644
--- a/singer_sdk/streams/core.py
+++ b/singer_sdk/streams/core.py
@@ -12,8 +12,6 @@
 from pathlib import Path
 from types import MappingProxyType
 
-import pendulum
-
 import singer_sdk._singerlib as singer
 from singer_sdk import metrics
 from singer_sdk.batch import Batcher
@@ -30,6 +28,7 @@
     SDKBatchMessage,
 )
 from singer_sdk.helpers._catalog import pop_deselected_record_properties
+from singer_sdk.helpers._compat import datetime_fromisoformat
 from singer_sdk.helpers._flattening import get_flattening_options
 from singer_sdk.helpers._state import (
     finalize_state_progress_markers,
@@ -291,7 +290,8 @@ def get_starting_timestamp(
             msg = f"The replication key {self.replication_key} is not of timestamp type"
             raise ValueError(msg)
 
-        return t.cast(datetime.datetime, pendulum.parse(value))
+        result = datetime_fromisoformat(value)
+        return result if result.tzinfo else result.replace(tzinfo=datetime.timezone.utc)
 
     @property
     def selected(self) -> bool:
@@ -377,7 +377,7 @@ def compare_start_date(self, value: str, start_date_value: str) -> str:
             The most recent value between the bookmark and start date.
         """
         if self.is_timestamp_replication_key:
-            return max(value, start_date_value, key=pendulum.parse)
+            return max(value, start_date_value, key=datetime_fromisoformat)
 
         return value
 
diff --git a/tests/core/conftest.py b/tests/core/conftest.py
index 97eb76e7f..30798b01c 100644
--- a/tests/core/conftest.py
+++ b/tests/core/conftest.py
@@ -5,11 +5,11 @@
 import typing as t
 from contextlib import contextmanager
 
-import pendulum
 import pytest
 from typing_extensions import override
 
 from singer_sdk import Stream, Tap
+from singer_sdk.helpers._compat import datetime_fromisoformat
 from singer_sdk.typing import (
     DateTimeType,
     IntegerType,
@@ -70,7 +70,7 @@ class UnixTimestampIncrementalStream2(UnixTimestampIncrementalStream):
     def compare_start_date(self, value: str, start_date_value: str) -> str:
         """Compare a value to a start date value."""
 
-        start_timestamp = pendulum.parse(start_date_value).format("X")
+        start_timestamp = datetime_fromisoformat(start_date_value).timestamp()
         return max(value, start_timestamp, key=float)
 
 
diff --git a/tests/core/test_streams.py b/tests/core/test_streams.py
index 2dd0dd4cb..592f921e6 100644
--- a/tests/core/test_streams.py
+++ b/tests/core/test_streams.py
@@ -6,7 +6,6 @@
 import logging
 import typing as t
 
-import pendulum
 import pytest
 import requests
 
@@ -24,12 +23,12 @@
 from singer_sdk.typing import IntegerType, PropertiesList, Property, StringType
 from tests.core.conftest import SimpleTestStream
 
-CONFIG_START_DATE = "2021-01-01"
-
 if t.TYPE_CHECKING:
     from singer_sdk import Stream, Tap
     from tests.core.conftest import SimpleTestTap
 
+CONFIG_START_DATE = "2021-01-01"
+
 
 class RestTestStream(RESTStream):
     """Test RESTful stream class."""
@@ -181,7 +180,7 @@ def test_stream_apply_catalog(stream: Stream):
             "unix_ts_override",
             None,
             "1577858400",
-            pendulum.parse(CONFIG_START_DATE).format("X"),
+            parse(CONFIG_START_DATE).timestamp(),
             id="unix-ts-repl-key-old-bookmark",
         ),
     ],

From 4c0d328590dd1c77a204013dc8493b0ae4a8d7c4 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Fri, 5 Jul 2024 20:21:09 -0600
Subject: [PATCH 20/77] chore(deps): bump certifi from 2024.6.2 to 2024.7.4
 (#2521)

Bumps [certifi](https://github.com/certifi/python-certifi) from 2024.6.2 to 2024.7.4.
- [Commits](https://github.com/certifi/python-certifi/compare/2024.06.02...2024.07.04)

---
updated-dependencies:
- dependency-name: certifi
  dependency-type: indirect
...

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
---
 poetry.lock | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 2f3027da2..1b54f13ae 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -201,13 +201,13 @@ crt = ["awscrt (==0.20.11)"]
 
 [[package]]
 name = "certifi"
-version = "2024.6.2"
+version = "2024.7.4"
 description = "Python package for providing Mozilla's CA Bundle."
 optional = false
 python-versions = ">=3.6"
 files = [
-    {file = "certifi-2024.6.2-py3-none-any.whl", hash = "sha256:ddc6c8ce995e6987e7faf5e3f1b02b302836a0e5d98ece18392cb1a36c72ad56"},
-    {file = "certifi-2024.6.2.tar.gz", hash = "sha256:3cd43f1c6fa7dedc5899d69d3ad0398fd018ad1a17fba83ddaf78aa46c747516"},
+    {file = "certifi-2024.7.4-py3-none-any.whl", hash = "sha256:c198e21b1289c2ab85ee4e67bb4b4ef3ead0892059901a8d5b622f24a1101e90"},
+    {file = "certifi-2024.7.4.tar.gz", hash = "sha256:5a1e7645bc0ec61a09e26c36f6106dd4cf40c6db3a1fb6352b0244e7fb057c7b"},
 ]
 
 [[package]]

From 207597ae1b5d501a037912d79a6e4d2df052d33e Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 8 Jul 2024 07:00:02 -0600
Subject: [PATCH 21/77] chore(deps): bump pip from 24.1.1 to 24.1.2 in
 /.github/workflows in the ci group (#2523)

chore(deps): bump pip in /.github/workflows in the ci group

Bumps the ci group in /.github/workflows with 1 update: [pip](https://github.com/pypa/pip).


Updates `pip` from 24.1.1 to 24.1.2
- [Changelog](https://github.com/pypa/pip/blob/main/NEWS.rst)
- [Commits](https://github.com/pypa/pip/commits)

---
updated-dependencies:
- dependency-name: pip
  dependency-type: direct:production
  update-type: version-update:semver-patch
  dependency-group: ci
...

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
---
 .github/workflows/constraints.txt | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.github/workflows/constraints.txt b/.github/workflows/constraints.txt
index eaedc11de..9677e3ce1 100644
--- a/.github/workflows/constraints.txt
+++ b/.github/workflows/constraints.txt
@@ -1,4 +1,4 @@
-pip==24.1.1
+pip==24.1.2
 poetry==1.8.3
 poetry-plugin-export==1.8.0
 poetry-dynamic-versioning==1.4.0

From c79fa9eb28d97c30d4f5ac9525211648edcdaed3 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 8 Jul 2024 07:06:41 -0600
Subject: [PATCH 22/77] chore(deps-dev): bump deptry from 0.16.1 to 0.16.2 in
 the development-dependencies group (#2522)

chore(deps-dev): bump deptry in the development-dependencies group

Bumps the development-dependencies group with 1 update: [deptry](https://github.com/fpgmaas/deptry).


Updates `deptry` from 0.16.1 to 0.16.2
- [Release notes](https://github.com/fpgmaas/deptry/releases)
- [Changelog](https://github.com/fpgmaas/deptry/blob/main/CHANGELOG.md)
- [Commits](https://github.com/fpgmaas/deptry/compare/0.16.1...0.16.2)

---
updated-dependencies:
- dependency-name: deptry
  dependency-type: direct:development
  update-type: version-update:semver-patch
  dependency-group: development-dependencies
...

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
---
 poetry.lock | 23 ++++++++++++-----------
 1 file changed, 12 insertions(+), 11 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 1b54f13ae..5a970fc6f 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -521,21 +521,22 @@ test-randomorder = ["pytest-randomly"]
 
 [[package]]
 name = "deptry"
-version = "0.16.1"
+version = "0.16.2"
 description = "A command line utility to check for unused, missing and transitive dependencies in a Python project."
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "deptry-0.16.1-cp38-abi3-macosx_10_12_x86_64.whl", hash = "sha256:29ed8ae61b8f5664dd484717c79eef7ec66d965940efd828fca0d3c09220a1db"},
-    {file = "deptry-0.16.1-cp38-abi3-macosx_11_0_arm64.whl", hash = "sha256:738a772b538f51e9a7bb8d5cb9a61cfea8794a79371d171919b01cff0dc895bf"},
-    {file = "deptry-0.16.1-cp38-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:56b78f7c860def8000e93f88345a24809f1b91e2f7836ac9a08285cb405e2762"},
-    {file = "deptry-0.16.1-cp38-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:c3e86a04ea87ddece0f68ba204feb950f588205808c8320e6628300f03ff66dc"},
-    {file = "deptry-0.16.1-cp38-abi3-win_amd64.whl", hash = "sha256:01b5098739a56c93f3e1e40efec5f20452f22a9a8436a59809d46201fcb94bcf"},
-    {file = "deptry-0.16.1-pp310-pypy310_pp73-macosx_10_12_x86_64.whl", hash = "sha256:7e29dc4c1bbb933c9482e8cef85fafe2be7f46aeb90a8a07ba5f2b22af60876f"},
-    {file = "deptry-0.16.1-pp310-pypy310_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:d8dfab68c247566c87a40f55f405be8549ffe4cea0b9b5384b7ae73a6f1d5cd1"},
-    {file = "deptry-0.16.1-pp310-pypy310_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:1228493926b6e59cd2df7cb6016e10c255553cc31db24edcf7fc8d5474b81be6"},
-    {file = "deptry-0.16.1-pp310-pypy310_pp73-win_amd64.whl", hash = "sha256:99c3ac60b78ad1b8fb9844c25393e7ebc969cc950601ce3c050f56d196da5a79"},
-    {file = "deptry-0.16.1.tar.gz", hash = "sha256:39fb62da4a8f4d17ed282310f7bcaadec55a95a8c471b01e0fcdf5351a7ac323"},
+    {file = "deptry-0.16.2-cp38-abi3-macosx_10_12_x86_64.whl", hash = "sha256:24bfbae07bd6533c852c795e8d88d05a8ad0801bec0d3662e1a37db763c52540"},
+    {file = "deptry-0.16.2-cp38-abi3-macosx_11_0_arm64.whl", hash = "sha256:fc881688a2eaeafe51c0617d32a6535057bccdb74559cc667109f48f81cd976e"},
+    {file = "deptry-0.16.2-cp38-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:fed4b692f556e4c80acb42cec93e3b5fdc7fc2323049c2a0cfd9dfc4a9c7033e"},
+    {file = "deptry-0.16.2-cp38-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:93ec508a932d8f06c3bd1aa7a4548d5dbec92c3060d42eedcda3be9729bd7c3b"},
+    {file = "deptry-0.16.2-cp38-abi3-win_amd64.whl", hash = "sha256:eb92e9aacde66cfe001d6318eb0851ae0ca26fea441defed4765a47644daf8bb"},
+    {file = "deptry-0.16.2-pp310-pypy310_pp73-macosx_10_12_x86_64.whl", hash = "sha256:dfdceca2fbc87f4bce04df4207914a5eb37e67fb2107579ad2e88107c22d2456"},
+    {file = "deptry-0.16.2-pp310-pypy310_pp73-macosx_11_0_arm64.whl", hash = "sha256:96ab62dd5f4658735aac72d0e49f6d896eabf50a0e4e2cdecb436a1362aa696b"},
+    {file = "deptry-0.16.2-pp310-pypy310_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:7e4408fa5a8d146b55bc40f0829fb875efef33174a2679bd9954ce988b9bc0d7"},
+    {file = "deptry-0.16.2-pp310-pypy310_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:af976afc2a0583f48dc25f616d2566fecd7af5080675c8eccb161def88d93503"},
+    {file = "deptry-0.16.2-pp310-pypy310_pp73-win_amd64.whl", hash = "sha256:dd86c9d34aa75b91fb72b34110f0660b2277bf9a95fe9cae3ead36d465bc44ac"},
+    {file = "deptry-0.16.2.tar.gz", hash = "sha256:f0f752cf6f5e9f7445a79fcf195b772cd2d4b889cd260e23867dd8013caa74c1"},
 ]
 
 [package.dependencies]

From c797dbd3fcf6e20e3a1008677707bd7bfeb00723 Mon Sep 17 00:00:00 2001
From: "pre-commit-ci[bot]"
 <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Date: Mon, 8 Jul 2024 15:53:34 -0600
Subject: [PATCH 23/77] chore: pre-commit autoupdate (#2524)
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

* chore: pre-commit autoupdate

updates:
- [github.com/python-jsonschema/check-jsonschema: 0.28.6 → 0.29.0](https://github.com/python-jsonschema/check-jsonschema/compare/0.28.6...0.29.0)
- [github.com/astral-sh/ruff-pre-commit: v0.5.0 → v0.5.1](https://github.com/astral-sh/ruff-pre-commit/compare/v0.5.0...v0.5.1)

* [pre-commit.ci] auto fixes from pre-commit.com hooks

for more information, see https://pre-commit.ci

---------

Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
---
 .pre-commit-config.yaml               | 4 ++--
 tests/core/test_about.py              | 2 +-
 tests/core/test_jsonschema_helpers.py | 2 +-
 tests/core/test_mapper.py             | 2 +-
 tests/samples/test_tap_countries.py   | 2 +-
 5 files changed, 6 insertions(+), 6 deletions(-)

diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index b91567ce5..62fe426fe 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -43,14 +43,14 @@ repos:
         )$
 
 - repo: https://github.com/python-jsonschema/check-jsonschema
-  rev: 0.28.6
+  rev: 0.29.0
   hooks:
   - id: check-dependabot
   - id: check-github-workflows
   - id: check-readthedocs
 
 - repo: https://github.com/astral-sh/ruff-pre-commit
-  rev: v0.5.0
+  rev: v0.5.1
   hooks:
   - id: ruff
     args: [--fix, --exit-non-zero-on-fix, --show-fixes]
diff --git a/tests/core/test_about.py b/tests/core/test_about.py
index 6836615f2..6f14fc6bb 100644
--- a/tests/core/test_about.py
+++ b/tests/core/test_about.py
@@ -69,7 +69,7 @@ def about_info() -> AboutInfo:
     )
 
 
-@pytest.mark.snapshot()
+@pytest.mark.snapshot
 @pytest.mark.parametrize(
     "about_format",
     [
diff --git a/tests/core/test_jsonschema_helpers.py b/tests/core/test_jsonschema_helpers.py
index 2c13f93ee..15a63ec2c 100644
--- a/tests/core/test_jsonschema_helpers.py
+++ b/tests/core/test_jsonschema_helpers.py
@@ -639,7 +639,7 @@ def test_array_type():
     assert ArrayType(wrapped_type).type_dict == expected_json_schema
 
 
-@pytest.mark.snapshot()
+@pytest.mark.snapshot
 @pytest.mark.parametrize(
     "schema_obj,snapshot_name",
     [
diff --git a/tests/core/test_mapper.py b/tests/core/test_mapper.py
index 058099f3a..2d691725b 100644
--- a/tests/core/test_mapper.py
+++ b/tests/core/test_mapper.py
@@ -672,7 +672,7 @@ def discover_streams(self):
     datetime.datetime(2022, 1, 1, tzinfo=datetime.timezone.utc),
     tick=False,
 )
-@pytest.mark.snapshot()
+@pytest.mark.snapshot
 @pytest.mark.parametrize(
     "stream_maps,config,snapshot_name",
     [
diff --git a/tests/samples/test_tap_countries.py b/tests/samples/test_tap_countries.py
index 122085c6c..0479acff1 100644
--- a/tests/samples/test_tap_countries.py
+++ b/tests/samples/test_tap_countries.py
@@ -143,7 +143,7 @@ def tally_messages(messages: list) -> t.Counter:
     assert counter[("STATE",)] == 3
 
 
-@pytest.mark.snapshot()
+@pytest.mark.snapshot
 def test_write_schema(
     snapshot: Snapshot,
     snapshot_dir: Path,

From fba8a4461a49660460e946823095d009a81e0ad6 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Edgar=20Ram=C3=ADrez=20Mondrag=C3=B3n?=
 <16805946+edgarrmondragon@users.noreply.github.com>
Date: Tue, 9 Jul 2024 17:58:24 -0600
Subject: [PATCH 24/77] fix: Moved up the supported Python versions in the
 Markdown output of `--about` (#2526)

---
 noxfile.py                                    |  2 +-
 singer_sdk/about.py                           | 23 ++++++++++---------
 tests/core/test_about.py                      |  2 +-
 tests/snapshots/about_format/json.snap.json   |  9 +++++---
 tests/snapshots/about_format/markdown.snap.md | 15 +++++++-----
 tests/snapshots/about_format/text.snap.txt    |  2 +-
 6 files changed, 30 insertions(+), 23 deletions(-)

diff --git a/noxfile.py b/noxfile.py
index 92567eca0..124282822 100644
--- a/noxfile.py
+++ b/noxfile.py
@@ -124,7 +124,7 @@ def update_snapshots(session: Session) -> None:
     """Update pytest snapshots."""
     args = session.posargs or ["-m", "snapshot"]
 
-    session.install(".[faker,jwt]")
+    session.install(".[faker,jwt,parquet]")
     session.install(*test_dependencies)
     session.run("pytest", "--snapshot-update", *args)
 
diff --git a/singer_sdk/about.py b/singer_sdk/about.py
index 23c3eccee..87f83a6ef 100644
--- a/singer_sdk/about.py
+++ b/singer_sdk/about.py
@@ -244,6 +244,18 @@ def format_about(self, about_info: AboutInfo) -> str:
         capabilities += "\n\n"
         md_list.append(capabilities)
 
+        # Process Supported Python Versions
+
+        if about_info.supported_python_versions:
+            supported_python_versions = "## Supported Python Versions\n\n"
+            supported_python_versions += "\n".join(
+                [f"* {v}" for v in about_info.supported_python_versions],
+            )
+            supported_python_versions += "\n\n"
+            md_list.append(supported_python_versions)
+
+        # Process settings
+
         setting = "## Settings\n\n"
         settings_table = (
             "| Setting | Required | Default | Description |\n"
@@ -261,17 +273,6 @@ def format_about(self, about_info: AboutInfo) -> str:
             )
             + "\n"
         )
-        setting += "\n"
         md_list.append(setting)
 
-        # Process Supported Python Versions
-
-        if about_info.supported_python_versions:
-            supported_python_versions = "## Supported Python Versions\n\n"
-            supported_python_versions += "\n".join(
-                [f"* {v}" for v in about_info.supported_python_versions],
-            )
-            supported_python_versions += "\n"
-            md_list.append(supported_python_versions)
-
         return "".join(md_list)
diff --git a/tests/core/test_about.py b/tests/core/test_about.py
index 6f14fc6bb..a25543ca2 100644
--- a/tests/core/test_about.py
+++ b/tests/core/test_about.py
@@ -36,7 +36,7 @@ def about_info() -> AboutInfo:
         description="Example tap for Singer SDK",
         version="0.1.1",
         sdk_version="1.0.0",
-        supported_python_versions=["3.6", "3.7", "3.8"],
+        supported_python_versions=["3.8", "3.9", "3.10", "3.11", "3.12", "3.13"],
         capabilities=[
             TapCapabilities.CATALOG,
             TapCapabilities.DISCOVER,
diff --git a/tests/snapshots/about_format/json.snap.json b/tests/snapshots/about_format/json.snap.json
index f1996dffa..c78b6b5b8 100644
--- a/tests/snapshots/about_format/json.snap.json
+++ b/tests/snapshots/about_format/json.snap.json
@@ -4,9 +4,12 @@
   "version": "0.1.1",
   "sdk_version": "1.0.0",
   "supported_python_versions": [
-    "3.6",
-    "3.7",
-    "3.8"
+    "3.8",
+    "3.9",
+    "3.10",
+    "3.11",
+    "3.12",
+    "3.13"
   ],
   "capabilities": [
     "catalog",
diff --git a/tests/snapshots/about_format/markdown.snap.md b/tests/snapshots/about_format/markdown.snap.md
index c9c4e7b82..860dafb70 100644
--- a/tests/snapshots/about_format/markdown.snap.md
+++ b/tests/snapshots/about_format/markdown.snap.md
@@ -10,6 +10,15 @@ Built with the [Meltano Singer SDK](https://sdk.meltano.com).
 * `discover`
 * `state`
 
+## Supported Python Versions
+
+* 3.8
+* 3.9
+* 3.10
+* 3.11
+* 3.12
+* 3.13
+
 ## Settings
 
 | Setting | Required | Default | Description |
@@ -20,9 +29,3 @@ Built with the [Meltano Singer SDK](https://sdk.meltano.com).
 | complex_setting.sub_setting | False    | None    | A sub-setting. |
 
 A full list of supported settings and capabilities is available by running: `tap-example --about`
-
-## Supported Python Versions
-
-* 3.6
-* 3.7
-* 3.8
diff --git a/tests/snapshots/about_format/text.snap.txt b/tests/snapshots/about_format/text.snap.txt
index e6796f3b6..06a3649c7 100644
--- a/tests/snapshots/about_format/text.snap.txt
+++ b/tests/snapshots/about_format/text.snap.txt
@@ -2,6 +2,6 @@ Name: tap-example
 Description: Example tap for Singer SDK
 Version: 0.1.1
 SDK Version: 1.0.0
-Supported Python Versions: ['3.6', '3.7', '3.8']
+Supported Python Versions: ['3.8', '3.9', '3.10', '3.11', '3.12', '3.13']
 Capabilities: [catalog, discover, state]
 Settings: {'properties': {'start_date': {'type': 'string', 'format': 'date-time', 'description': 'Start date for the tap to extract data from.'}, 'api_key': {'type': 'string', 'description': 'API key for the tap to use.'}, 'complex_setting': {'type': 'object', 'description': 'A complex setting, with sub-settings.', 'properties': {'sub_setting': {'type': 'string', 'description': 'A sub-setting.'}}}}, 'required': ['api_key']}
\ No newline at end of file

From 8a30fd94150be50967d4a5bbbba6389fcd908482 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Edgar=20Ram=C3=ADrez=20Mondrag=C3=B3n?=
 <16805946+edgarrmondragon@users.noreply.github.com>
Date: Wed, 10 Jul 2024 09:01:28 -0600
Subject: [PATCH 25/77] docs: Updated the footer (#2527)

---
 docs/conf.py | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/docs/conf.py b/docs/conf.py
index df95a8b58..f5e45d3de 100644
--- a/docs/conf.py
+++ b/docs/conf.py
@@ -15,6 +15,7 @@
 from __future__ import annotations
 
 import sys
+from datetime import datetime
 from pathlib import Path
 
 sys.path.insert(0, str(Path("..").resolve()))
@@ -23,7 +24,7 @@
 # -- Project information -----------------------------------------------------
 
 project = "Meltano Singer SDK"
-copyright = "2021, Meltano Core Team and Contributors"  # noqa: A001
+copyright = f"{datetime.now().year}, Arch Data, Inc and Contributors"  # noqa: A001, DTZ005
 author = "Meltano Core Team and Contributors"
 
 # The full version, including alpha/beta/rc tags

From 6256fe517a5db208030e750960da98ea2f2e4e62 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Edgar=20Ram=C3=ADrez=20Mondrag=C3=B3n?=
 <16805946+edgarrmondragon@users.noreply.github.com>
Date: Wed, 10 Jul 2024 12:38:33 -0600
Subject: [PATCH 26/77] refactor(templates): Moved class-level attributes to
 the top in REST tap template (#2528)

---
 .../{{cookiecutter.library_name}}/rest-client.py      | 11 ++++++-----
 1 file changed, 6 insertions(+), 5 deletions(-)

diff --git a/cookiecutter/tap-template/{{cookiecutter.tap_id}}/{{cookiecutter.library_name}}/rest-client.py b/cookiecutter/tap-template/{{cookiecutter.tap_id}}/{{cookiecutter.library_name}}/rest-client.py
index 16ad9d23f..c7ea7b5ce 100644
--- a/cookiecutter/tap-template/{{cookiecutter.tap_id}}/{{cookiecutter.library_name}}/rest-client.py
+++ b/cookiecutter/tap-template/{{cookiecutter.tap_id}}/{{cookiecutter.library_name}}/rest-client.py
@@ -55,17 +55,18 @@
 class {{ cookiecutter.source_name }}Stream({{ cookiecutter.stream_type }}Stream):
     """{{ cookiecutter.source_name }} stream class."""
 
+    # Update this value if necessary or override `parse_response`.
+    records_jsonpath = "$[*]"
+
+    # Update this value if necessary or override `get_new_paginator`.
+    next_page_token_jsonpath = "$.next_page"  # noqa: S105
+
     @property
     def url_base(self) -> str:
         """Return the API URL root, configurable via tap settings."""
         # TODO: hardcode a value here, or retrieve it from self.config
         return "https://api.mysample.com"
 
-    records_jsonpath = "$[*]"  # Or override `parse_response`.
-
-    # Set this value or override `get_new_paginator`.
-    next_page_token_jsonpath = "$.next_page"  # noqa: S105
-
 {%- if cookiecutter.auth_method in ("OAuth2", "JWT") %}
 
     @cached_property

From 5500e451569ebbc00b5c348b9a5ddc64ae76b713 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Edgar=20Ram=C3=ADrez=20Mondrag=C3=B3n?=
 <16805946+edgarrmondragon@users.noreply.github.com>
Date: Wed, 10 Jul 2024 17:20:11 -0600
Subject: [PATCH 27/77] feat: Stream sync context is now available to all
 instances methods as a `Stream.context` attribute (#2529)

---
 .../graphql-client.py                         |  7 +-
 .../other-client.py                           |  7 +-
 .../rest-client.py                            | 12 ++-
 pyproject.toml                                |  1 +
 singer_sdk/helpers/_state.py                  | 12 ++-
 singer_sdk/helpers/types.py                   | 24 +++++
 singer_sdk/metrics.py                         |  6 +-
 singer_sdk/streams/core.py                    | 96 ++++++++++---------
 singer_sdk/streams/graphql.py                 |  2 +-
 singer_sdk/streams/rest.py                    |  2 +-
 singer_sdk/streams/sql.py                     |  2 +-
 11 files changed, 107 insertions(+), 64 deletions(-)
 create mode 100644 singer_sdk/helpers/types.py

diff --git a/cookiecutter/tap-template/{{cookiecutter.tap_id}}/{{cookiecutter.library_name}}/graphql-client.py b/cookiecutter/tap-template/{{cookiecutter.tap_id}}/{{cookiecutter.library_name}}/graphql-client.py
index 66505556d..4e878cb23 100644
--- a/cookiecutter/tap-template/{{cookiecutter.tap_id}}/{{cookiecutter.library_name}}/graphql-client.py
+++ b/cookiecutter/tap-template/{{cookiecutter.tap_id}}/{{cookiecutter.library_name}}/graphql-client.py
@@ -2,7 +2,7 @@
 
 from __future__ import annotations
 
-from typing import Iterable
+from typing import TYPE_CHECKING, Iterable
 
 import requests  # noqa: TCH002
 from singer_sdk.streams import {{ cookiecutter.stream_type }}Stream
@@ -12,6 +12,9 @@
 from {{ cookiecutter.library_name }}.auth import {{ cookiecutter.source_name }}Authenticator
 {%- endif %}
 
+if TYPE_CHECKING:
+    from singer_sdk.helpers.types import Context
+
 
 class {{ cookiecutter.source_name }}Stream({{ cookiecutter.stream_type }}Stream):
     """{{ cookiecutter.source_name }} stream class."""
@@ -67,7 +70,7 @@ def parse_response(self, response: requests.Response) -> Iterable[dict]:
     def post_process(
         self,
         row: dict,
-        context: dict | None = None,  # noqa: ARG002
+        context: Context | None = None,  # noqa: ARG002
     ) -> dict | None:
         """As needed, append or transform raw data to match expected structure.
 
diff --git a/cookiecutter/tap-template/{{cookiecutter.tap_id}}/{{cookiecutter.library_name}}/other-client.py b/cookiecutter/tap-template/{{cookiecutter.tap_id}}/{{cookiecutter.library_name}}/other-client.py
index c2def6322..1952579d7 100644
--- a/cookiecutter/tap-template/{{cookiecutter.tap_id}}/{{cookiecutter.library_name}}/other-client.py
+++ b/cookiecutter/tap-template/{{cookiecutter.tap_id}}/{{cookiecutter.library_name}}/other-client.py
@@ -2,17 +2,20 @@
 
 from __future__ import annotations
 
-from typing import Iterable
+from typing import TYPE_CHECKING, Iterable
 
 from singer_sdk.streams import Stream
 
+if TYPE_CHECKING:
+    from singer_sdk.helpers.types import Context
+
 
 class {{ cookiecutter.source_name }}Stream(Stream):
     """Stream class for {{ cookiecutter.source_name }} streams."""
 
     def get_records(
         self,
-        context: dict | None,  # noqa: ARG002
+        context: Context | None,  # noqa: ARG002
     ) -> Iterable[dict]:
         """Return a generator of record-type dictionary objects.
 
diff --git a/cookiecutter/tap-template/{{cookiecutter.tap_id}}/{{cookiecutter.library_name}}/rest-client.py b/cookiecutter/tap-template/{{cookiecutter.tap_id}}/{{cookiecutter.library_name}}/rest-client.py
index c7ea7b5ce..f4edca913 100644
--- a/cookiecutter/tap-template/{{cookiecutter.tap_id}}/{{cookiecutter.library_name}}/rest-client.py
+++ b/cookiecutter/tap-template/{{cookiecutter.tap_id}}/{{cookiecutter.library_name}}/rest-client.py
@@ -6,7 +6,7 @@
 {%- if cookiecutter.auth_method in ("OAuth2", "JWT") %}
 from functools import cached_property
 {%- endif %}
-from typing import Any, Callable, Iterable
+from typing import TYPE_CHECKING, Any, Callable, Iterable
 
 import requests
 {% if cookiecutter.auth_method  == "API Key" -%}
@@ -46,6 +46,10 @@
 else:
     import importlib_resources
 
+if TYPE_CHECKING:
+    from singer_sdk.helpers.types import Context
+
+
 _Auth = Callable[[requests.PreparedRequest], requests.PreparedRequest]
 
 # TODO: Delete this is if not using json files for schema definition
@@ -157,7 +161,7 @@ def get_new_paginator(self) -> BaseAPIPaginator:
 
     def get_url_params(
         self,
-        context: dict | None,  # noqa: ARG002
+        context: Context | None,  # noqa: ARG002
         next_page_token: Any | None,  # noqa: ANN401
     ) -> dict[str, Any]:
         """Return a dictionary of values to be used in URL parameterization.
@@ -179,7 +183,7 @@ def get_url_params(
 
     def prepare_request_payload(
         self,
-        context: dict | None,  # noqa: ARG002
+        context: Context | None,  # noqa: ARG002
         next_page_token: Any | None,  # noqa: ARG002, ANN401
     ) -> dict | None:
         """Prepare the data payload for the REST API request.
@@ -211,7 +215,7 @@ def parse_response(self, response: requests.Response) -> Iterable[dict]:
     def post_process(
         self,
         row: dict,
-        context: dict | None = None,  # noqa: ARG002
+        context: Context | None = None,  # noqa: ARG002
     ) -> dict | None:
         """As needed, append or transform raw data to match expected structure.
 
diff --git a/pyproject.toml b/pyproject.toml
index 95895ba5a..8734abe9a 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -206,6 +206,7 @@ omit = [
     "tests/*",
     "samples/*",
     "singer_sdk/helpers/_compat.py",
+    "singer_sdk/helpers/types.py",
 ]
 
 [tool.coverage.report]
diff --git a/singer_sdk/helpers/_state.py b/singer_sdk/helpers/_state.py
index ed3d345eb..a910bb71e 100644
--- a/singer_sdk/helpers/_state.py
+++ b/singer_sdk/helpers/_state.py
@@ -11,6 +11,8 @@
 if t.TYPE_CHECKING:
     import datetime
 
+    from singer_sdk.helpers import types
+
     _T = t.TypeVar("_T", datetime.datetime, str, int, float)
 
 PROGRESS_MARKERS = "progress_markers"
@@ -70,7 +72,7 @@ def get_state_partitions_list(tap_state: dict, tap_stream_id: str) -> list[dict]
 
 def _find_in_partitions_list(
     partitions: list[dict],
-    state_partition_context: dict,
+    state_partition_context: types.Context,
 ) -> dict | None:
     found = [
         partition_state
@@ -88,7 +90,7 @@ def _find_in_partitions_list(
 
 def _create_in_partitions_list(
     partitions: list[dict],
-    state_partition_context: dict,
+    state_partition_context: types.Context,
 ) -> dict:
     # Existing partition not found. Creating new state entry in partitions list...
     new_partition_state = {"context": state_partition_context}
@@ -99,7 +101,7 @@ def _create_in_partitions_list(
 def get_writeable_state_dict(
     tap_state: dict,
     tap_stream_id: str,
-    state_partition_context: dict | None = None,
+    state_partition_context: types.Context | None = None,
 ) -> dict:
     """Return the stream or partition state, creating a new one if it does not exist.
 
@@ -283,8 +285,8 @@ def log_sort_error(
     ex: Exception,
     log_fn: t.Callable,
     stream_name: str,
-    current_context: dict | None,
-    state_partition_context: dict | None,
+    current_context: types.Context | None,
+    state_partition_context: types.Context | None,
     record_count: int,
     partition_record_count: int,
 ) -> None:
diff --git a/singer_sdk/helpers/types.py b/singer_sdk/helpers/types.py
new file mode 100644
index 000000000..783dbe914
--- /dev/null
+++ b/singer_sdk/helpers/types.py
@@ -0,0 +1,24 @@
+"""Type aliases for use in the SDK."""
+
+from __future__ import annotations
+
+import sys
+import typing as t
+
+if sys.version_info < (3, 9):
+    from typing import Mapping  # noqa: ICN003
+else:
+    from collections.abc import Mapping
+
+if sys.version_info < (3, 10):
+    from typing_extensions import TypeAlias
+else:
+    from typing import TypeAlias  # noqa: ICN003
+
+__all__ = [
+    "Context",
+    "Record",
+]
+
+Context: TypeAlias = Mapping
+Record: TypeAlias = t.Dict[str, t.Any]
diff --git a/singer_sdk/metrics.py b/singer_sdk/metrics.py
index 990285ae0..8a7efe51e 100644
--- a/singer_sdk/metrics.py
+++ b/singer_sdk/metrics.py
@@ -20,8 +20,10 @@
 if t.TYPE_CHECKING:
     from types import TracebackType
 
+    from singer_sdk.helpers import types
     from singer_sdk.helpers._compat import Traversable
 
+
 DEFAULT_LOG_INTERVAL = 60.0
 METRICS_LOGGER_NAME = __name__
 METRICS_LOG_LEVEL_SETTING = "metrics_log_level"
@@ -117,7 +119,7 @@ def __init__(self, metric: Metric, tags: dict | None = None) -> None:
         self.logger = get_metrics_logger()
 
     @property
-    def context(self) -> dict | None:
+    def context(self) -> types.Context | None:
         """Get the context for this meter.
 
         Returns:
@@ -126,7 +128,7 @@ def context(self) -> dict | None:
         return self.tags.get(Tag.CONTEXT)
 
     @context.setter
-    def context(self, value: dict | None) -> None:
+    def context(self, value: types.Context | None) -> None:
         """Set the context for this meter.
 
         Args:
diff --git a/singer_sdk/streams/core.py b/singer_sdk/streams/core.py
index 0b4d6eef6..c588a9729 100644
--- a/singer_sdk/streams/core.py
+++ b/singer_sdk/streams/core.py
@@ -6,7 +6,6 @@
 import copy
 import datetime
 import json
-import sys
 import typing as t
 from os import PathLike
 from pathlib import Path
@@ -50,14 +49,10 @@
 from singer_sdk.helpers._util import utc_now
 from singer_sdk.mapper import RemoveRecordTransform, SameRecordTransform, StreamMap
 
-if sys.version_info < (3, 10):
-    from typing_extensions import TypeAlias
-else:
-    from typing import TypeAlias  # noqa: ICN003
-
 if t.TYPE_CHECKING:
     import logging
 
+    from singer_sdk.helpers import types
     from singer_sdk.helpers._compat import Traversable
     from singer_sdk.tap_base import Tap
 
@@ -66,13 +61,15 @@
 REPLICATION_INCREMENTAL = "INCREMENTAL"
 REPLICATION_LOG_BASED = "LOG_BASED"
 
-FactoryType = t.TypeVar("FactoryType", bound="Stream")
-Record: TypeAlias = t.Dict[str, t.Any]
-Context: TypeAlias = t.Dict
-
 
 class Stream(metaclass=abc.ABCMeta):  # noqa: PLR0904
-    """Abstract base class for tap streams."""
+    """Abstract base class for tap streams.
+
+    :ivar context: Stream partition or context dictionary.
+
+    .. versionadded:: 0.39.0
+       The ``context`` attribute.
+    """
 
     STATE_MSG_FREQUENCY = 10000
     """Number of records between state messages."""
@@ -134,6 +131,8 @@ def __init__(
         self.logger: logging.Logger = tap.logger.getChild(self.name)
         self.metrics_logger = tap.metrics_logger
         self.tap_name: str = tap.name
+        self.context: types.Context | None = None
+
         self._config: dict = dict(tap.config)
         self._tap = tap
         self._tap_state = tap.state
@@ -234,7 +233,7 @@ def is_timestamp_replication_key(self) -> bool:
 
     def get_starting_replication_key_value(
         self,
-        context: Context | None,
+        context: types.Context | None,
     ) -> t.Any | None:  # noqa: ANN401
         """Get starting replication key.
 
@@ -260,7 +259,8 @@ def get_starting_replication_key_value(
         )
 
     def get_starting_timestamp(
-        self, context: Context | None
+        self,
+        context: types.Context | None,
     ) -> datetime.datetime | None:
         """Get starting replication timestamp.
 
@@ -340,7 +340,7 @@ def descendent_streams(self) -> list[Stream]:
 
     def _write_replication_key_signpost(
         self,
-        context: Context | None,
+        context: types.Context | None,
         value: datetime.datetime | str | int | float,
     ) -> None:
         """Write the signpost value, if available.
@@ -381,7 +381,7 @@ def compare_start_date(self, value: str, start_date_value: str) -> str:
 
         return value
 
-    def _write_starting_replication_value(self, context: Context | None) -> None:
+    def _write_starting_replication_value(self, context: types.Context | None) -> None:
         """Write the starting replication value, if available.
 
         Args:
@@ -409,7 +409,7 @@ def _write_starting_replication_value(self, context: Context | None) -> None:
 
     def get_replication_key_signpost(
         self,
-        context: Context | None,  # noqa: ARG002
+        context: types.Context | None,  # noqa: ARG002
     ) -> datetime.datetime | t.Any | None:  # noqa: ANN401
         """Get the replication signpost.
 
@@ -656,7 +656,7 @@ def tap_state(self) -> dict:
         """
         return self._tap_state
 
-    def get_context_state(self, context: Context | None) -> dict:
+    def get_context_state(self, context: types.Context | None) -> dict:
         """Return a writable state dict for the given context.
 
         Gives a partitioned context state if applicable; else returns stream state.
@@ -711,7 +711,7 @@ def stream_state(self) -> dict:
     # Partitions
 
     @property
-    def partitions(self) -> list[Context] | None:
+    def partitions(self) -> list[types.Context] | None:
         """Get stream partitions.
 
         Developers may override this property to provide a default partitions list.
@@ -722,7 +722,7 @@ def partitions(self) -> list[Context] | None:
         Returns:
             A list of partition key dicts (if applicable), otherwise `None`.
         """
-        result: list[dict] = [
+        result: list[types.Mapping] = [
             partition_state["context"]
             for partition_state in (
                 get_state_partitions_list(self.tap_state, self.name) or []
@@ -734,9 +734,9 @@ def partitions(self) -> list[Context] | None:
 
     def _increment_stream_state(
         self,
-        latest_record: Record,
+        latest_record: types.Record,
         *,
-        context: Context | None = None,
+        context: types.Context | None = None,
     ) -> None:
         """Update state of stream or partition with data from the provided record.
 
@@ -827,7 +827,7 @@ def mask(self) -> singer.SelectionMask:
 
     def _generate_record_messages(
         self,
-        record: Record,
+        record: types.Record,
     ) -> t.Generator[singer.RecordMessage, None, None]:
         """Write out a RECORD message.
 
@@ -856,7 +856,7 @@ def _generate_record_messages(
                     time_extracted=utc_now(),
                 )
 
-    def _write_record_message(self, record: Record) -> None:
+    def _write_record_message(self, record: types.Record) -> None:
         """Write out a RECORD message.
 
         Args:
@@ -973,7 +973,7 @@ def reset_state_progress_markers(self, state: dict | None = None) -> None:
             state: State object to promote progress markers with.
         """
         if state is None or state == {}:
-            context: Context | None
+            context: types.Context | None
             for context in self.partitions or [{}]:
                 state = self.get_context_state(context or None)
                 reset_state_progress_markers(state)
@@ -1002,7 +1002,7 @@ def finalize_state_progress_markers(self, state: dict | None = None) -> None:
             for child_stream in self.child_streams or []:
                 child_stream.finalize_state_progress_markers()
 
-            context: Context | None
+            context: types.Context | None
             for context in self.partitions or [{}]:
                 state = self.get_context_state(context or None)
                 self._finalize_state(state)
@@ -1015,9 +1015,9 @@ def finalize_state_progress_markers(self, state: dict | None = None) -> None:
 
     def _process_record(
         self,
-        record: Record,
-        child_context: Context | None = None,
-        partition_context: Context | None = None,
+        record: types.Record,
+        child_context: types.Context | None = None,
+        partition_context: types.Context | None = None,
     ) -> None:
         """Process a record.
 
@@ -1042,7 +1042,7 @@ def _process_record(
 
     def _sync_records(  # noqa: C901
         self,
-        context: Context | None = None,
+        context: types.Context | None = None,
         *,
         write_messages: bool = True,
     ) -> t.Generator[dict, t.Any, t.Any]:
@@ -1064,8 +1064,8 @@ def _sync_records(  # noqa: C901
         timer = metrics.sync_timer(self.name)
 
         record_index = 0
-        context_element: Context | None
-        context_list: list[dict] | None
+        context_element: types.Context | None
+        context_list: list[types.Context] | None
         context_list = [context] if context is not None else self.partitions
         selected = self.selected
 
@@ -1080,7 +1080,7 @@ def _sync_records(  # noqa: C901
                     current_context,
                 )
                 self._write_starting_replication_value(current_context)
-                child_context: Context | None = (
+                child_context: types.Context | None = (
                     None if current_context is None else copy.copy(current_context)
                 )
 
@@ -1141,7 +1141,7 @@ def _sync_records(  # noqa: C901
     def _sync_batches(
         self,
         batch_config: BatchConfig,
-        context: Context | None = None,
+        context: types.Context | None = None,
     ) -> None:
         """Sync batches, emitting BATCH messages.
 
@@ -1158,7 +1158,7 @@ def _sync_batches(
     # Public methods ("final", not recommended to be overridden)
 
     @t.final
-    def sync(self, context: Context | None = None) -> None:
+    def sync(self, context: types.Context | None = None) -> None:
         """Sync this stream.
 
         This method is internal to the SDK and should not need to be overridden.
@@ -1173,6 +1173,7 @@ def sync(self, context: Context | None = None) -> None:
         if context:
             msg += f" with context: {context}"
         self.logger.info("%s...", msg)
+        self.context = MappingProxyType(context) if context else None
 
         # Use a replication signpost, if available
         signpost = self.get_replication_key_signpost(context)
@@ -1198,7 +1199,7 @@ def sync(self, context: Context | None = None) -> None:
             )
             raise
 
-    def _sync_children(self, child_context: Context | None) -> None:
+    def _sync_children(self, child_context: types.Context | None) -> None:
         if child_context is None:
             self.logger.warning(
                 "Context for child streams of '%s' is null, "
@@ -1233,7 +1234,10 @@ def apply_catalog(self, catalog: singer.Catalog) -> None:
             if catalog_entry.replication_method:
                 self.forced_replication_method = catalog_entry.replication_method
 
-    def _get_state_partition_context(self, context: Context | None) -> dict | None:
+    def _get_state_partition_context(
+        self,
+        context: types.Context | None,
+    ) -> types.Context | None:
         """Override state handling if Stream.state_partitioning_keys is specified.
 
         Args:
@@ -1252,9 +1256,9 @@ def _get_state_partition_context(self, context: Context | None) -> dict | None:
 
     def get_child_context(
         self,
-        record: Record,
-        context: Context | None,
-    ) -> dict | None:
+        record: types.Record,
+        context: types.Context | None,
+    ) -> types.Context | None:
         """Return a child context object from the record and optional provided context.
 
         By default, will return context if provided and otherwise the record dict.
@@ -1295,9 +1299,9 @@ def get_child_context(
 
     def generate_child_contexts(
         self,
-        record: Record,
-        context: Context | None,
-    ) -> t.Iterable[dict | None]:
+        record: types.Record,
+        context: types.Context | None,
+    ) -> t.Iterable[types.Context | None]:
         """Generate child contexts.
 
         Args:
@@ -1314,7 +1318,7 @@ def generate_child_contexts(
     @abc.abstractmethod
     def get_records(
         self,
-        context: Context | None,
+        context: types.Context | None,
     ) -> t.Iterable[dict | tuple[dict, dict | None]]:
         """Abstract record generator function. Must be overridden by the child class.
 
@@ -1360,7 +1364,7 @@ def get_batch_config(self, config: t.Mapping) -> BatchConfig | None:  # noqa: PL
     def get_batches(
         self,
         batch_config: BatchConfig,
-        context: Context | None = None,
+        context: types.Context | None = None,
     ) -> t.Iterable[tuple[BaseBatchFileEncoding, list[str]]]:
         """Batch generator function.
 
@@ -1385,8 +1389,8 @@ def get_batches(
 
     def post_process(  # noqa: PLR6301
         self,
-        row: Record,
-        context: Context | None = None,  # noqa: ARG002
+        row: types.Record,
+        context: types.Context | None = None,  # noqa: ARG002
     ) -> dict | None:
         """As needed, append or transform raw data to match expected structure.
 
diff --git a/singer_sdk/streams/graphql.py b/singer_sdk/streams/graphql.py
index 04a2e80d6..4e5455bc3 100644
--- a/singer_sdk/streams/graphql.py
+++ b/singer_sdk/streams/graphql.py
@@ -9,7 +9,7 @@
 from singer_sdk.streams.rest import RESTStream
 
 if t.TYPE_CHECKING:
-    from singer_sdk.streams.core import Context
+    from singer_sdk.helpers.types import Context
 
 _TToken = t.TypeVar("_TToken")
 
diff --git a/singer_sdk/streams/rest.py b/singer_sdk/streams/rest.py
index a241396c2..5aff95346 100644
--- a/singer_sdk/streams/rest.py
+++ b/singer_sdk/streams/rest.py
@@ -32,7 +32,7 @@
     from backoff.types import Details
 
     from singer_sdk._singerlib import Schema
-    from singer_sdk.streams.core import Context
+    from singer_sdk.helpers.types import Context
     from singer_sdk.tap_base import Tap
 
     if sys.version_info >= (3, 10):
diff --git a/singer_sdk/streams/sql.py b/singer_sdk/streams/sql.py
index 2b610a2a5..04a3f9d17 100644
--- a/singer_sdk/streams/sql.py
+++ b/singer_sdk/streams/sql.py
@@ -14,7 +14,7 @@
 from singer_sdk.streams.core import Stream
 
 if t.TYPE_CHECKING:
-    from singer_sdk.streams.core import Context
+    from singer_sdk.helpers.types import Context
     from singer_sdk.tap_base import Tap
 
 

From 9c755bf5adfd66bd0faa2a8f5d2c06dfb90eb026 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Edgar=20Ram=C3=ADrez=20Mondrag=C3=B3n?=
 <16805946+edgarrmondragon@users.noreply.github.com>
Date: Wed, 10 Jul 2024 18:47:27 -0600
Subject: [PATCH 28/77] refactor!: Make `PyJWT` and `cryptography` dependencies
 optional (#2525)

* chore!: Make `PyJWT` and `cryptography` dependencies optional

* Catch exception when jwt deps are missing

* Add `pragma: no cover
---
 poetry.lock                  |  8 ++++----
 pyproject.toml               | 19 +++++++++++--------
 singer_sdk/authenticators.py | 13 +++++++++----
 3 files changed, 24 insertions(+), 16 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 5a970fc6f..f5543103b 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -469,7 +469,7 @@ toml = ["tomli"]
 name = "cryptography"
 version = "42.0.8"
 description = "cryptography is a package which provides cryptographic recipes and primitives to Python developers."
-optional = false
+optional = true
 python-versions = ">=3.7"
 files = [
     {file = "cryptography-42.0.8-cp37-abi3-macosx_10_12_universal2.whl", hash = "sha256:81d8a521705787afe7a18d5bfb47ea9d9cc068206270aad0b96a725022e18d2e"},
@@ -1528,7 +1528,7 @@ windows-terminal = ["colorama (>=0.4.6)"]
 name = "pyjwt"
 version = "2.8.0"
 description = "JSON Web Token implementation in Python"
-optional = false
+optional = true
 python-versions = ">=3.7"
 files = [
     {file = "PyJWT-2.8.0-py3-none-any.whl", hash = "sha256:59127c392cc44c2da5bb3192169a91f429924e17aff6534d70fdc02ab3e04320"},
@@ -2666,7 +2666,7 @@ test = ["big-O", "importlib-resources", "jaraco.functools", "jaraco.itertools",
 [extras]
 docs = ["furo", "myst-parser", "pytest", "sphinx", "sphinx-autobuild", "sphinx-copybutton", "sphinx-inline-tabs", "sphinx-notfound-page", "sphinx-reredirects"]
 faker = ["faker"]
-jwt = []
+jwt = ["PyJWT", "cryptography"]
 parquet = ["numpy", "numpy", "pyarrow"]
 s3 = ["fs-s3fs"]
 testing = ["pytest", "pytest-durations"]
@@ -2674,4 +2674,4 @@ testing = ["pytest", "pytest-durations"]
 [metadata]
 lock-version = "2.0"
 python-versions = ">=3.8"
-content-hash = "1316397863d23f10b9f8ec4b5647d4b95311ef90e98618dc3833cacf9ba1ef64"
+content-hash = "82c4b9443a3fed513d597831da8a953b3b2989e4859895939a31db30959a19d9"
diff --git a/pyproject.toml b/pyproject.toml
index 8734abe9a..990fb97f0 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -42,7 +42,6 @@ python = ">=3.8"
 backoff = { version = ">=2.0.0", python = "<4" }
 backports-datetime-fromisoformat = { version = ">=2.0.1", python = "<3.11" }
 click = "~=8.0"
-cryptography = ">=3.4.6"
 fs = ">=2.4.16"
 importlib-metadata = {version = "<9.0.0", python = "<3.12"}
 importlib-resources = {version = ">=5.12.0,!=6.2.0,!=6.3.0,!=6.3.1", python = "<3.9"}
@@ -52,7 +51,6 @@ jsonpath-ng = ">=1.5.3"
 jsonschema = ">=4.16.0"
 packaging = ">=23.1"
 pendulum = ">=2.1.0,<4"
-PyJWT = "~=2.4"
 python-dateutil = ">=2.8.2"
 python-dotenv = ">=0.20"
 PyYAML = ">=6.0"
@@ -93,10 +91,15 @@ pytest-durations = {version = ">=1.2.0", optional = true}
 # installed as optional 'faker' extra
 faker = {version = ">=22.5,<27.0", optional = true}
 
+# Crypto extras
+cryptography = { version = ">=3.4.6", optional = true }
+PyJWT = { version = "~=2.4", optional = true }
+
 [tool.poetry.extras]
-# TODO: Add 'cryptography' and 'PyJWT' to the 'jwt' when we want to remove them
-# from the main dependencies
-jwt = []
+jwt = [
+    "cryptography",
+    "PyJWT",
+]
 docs = [
     "furo",
     "myst-parser",
@@ -273,9 +276,9 @@ warn_unused_ignores = true
 ignore_missing_imports = true
 module = [
     "backports.datetime_fromisoformat.*",
-    "joblib.*",  # TODO: Remove when https://github.com/joblib/joblib/issues/1516 is shipped
-    "jsonpath_ng.*",
-    "pyarrow.*", # TODO: Remove when https://github.com/apache/arrow/issues/32609 if implemented and released
+    "joblib.*",       # TODO: Remove when https://github.com/joblib/joblib/issues/1516 is shipped
+    "jsonpath_ng.*",  # TODO: Remove when https://github.com/h2non/jsonpath-ng/issues/152 is implemented and released
+    "pyarrow.*",      # TODO: Remove when https://github.com/apache/arrow/issues/32609 if implemented and released
 ]
 
 [tool.poetry-dynamic-versioning]
diff --git a/singer_sdk/authenticators.py b/singer_sdk/authenticators.py
index 09f42efee..21ef1ba22 100644
--- a/singer_sdk/authenticators.py
+++ b/singer_sdk/authenticators.py
@@ -568,13 +568,18 @@ def oauth_request_payload(self) -> dict:
             Payload object for OAuth.
 
         Raises:
+            RuntimeError: If the JWT dependencies are not installed.
             ValueError: If the private key is not set.
         """
-        import jwt  # noqa: PLC0415
-        from cryptography.hazmat.backends import default_backend  # noqa: PLC0415
-        from cryptography.hazmat.primitives import serialization  # noqa: PLC0415
+        try:
+            import jwt  # noqa: PLC0415
+            from cryptography.hazmat.backends import default_backend  # noqa: PLC0415
+            from cryptography.hazmat.primitives import serialization  # noqa: PLC0415
+        except ModuleNotFoundError as ex:  # pragma: no cover
+            msg = "Install singer-sdk[jwt] to use OAuthJWTAuthenticator."
+            raise RuntimeError(msg) from ex
 
-        if not self.private_key:
+        if not self.private_key:  # pragma: no cover
             msg = "Missing 'private_key' property for OAuth payload."
             raise ValueError(msg)
 

From 544e2758aa81546fc356e8472be382677ed2521a Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Edgar=20Ram=C3=ADrez=20Mondrag=C3=B3n?=
 <16805946+edgarrmondragon@users.noreply.github.com>
Date: Fri, 12 Jul 2024 09:53:10 -0600
Subject: [PATCH 29/77] docs: Explained how the request URL is generated from
 `url_base`, `path` and the sync context (#2530)

---
 singer_sdk/streams/rest.py | 12 +++++++++++-
 1 file changed, 11 insertions(+), 1 deletion(-)

diff --git a/singer_sdk/streams/rest.py b/singer_sdk/streams/rest.py
index 5aff95346..c65ee3f56 100644
--- a/singer_sdk/streams/rest.py
+++ b/singer_sdk/streams/rest.py
@@ -77,7 +77,17 @@ class RESTStream(Stream, t.Generic[_TToken], metaclass=abc.ABCMeta):  # noqa: PL
     @property
     @abc.abstractmethod
     def url_base(self) -> str:
-        """Return the base url, e.g. ``https://api.mysite.com/v3/``."""
+        """The base request URL, e.g. ``https://api.mysite.com/v3/``.
+
+        Request URLs are generated by combining `url_base` and `path`, and expanding any
+        context variables in the path.
+
+        For example, if ``url_base`` is ``https://api.mysite.com/v3/`` and ``path`` is
+        ``users/{user_id}/orders``, then if the stream has a context of
+        ``{"user_id": 123}`` generated by its parent stream with
+        :meth:`~singer_sdk.Stream.generate_child_contexts`, the full URL will be
+        ``https://api.mysite.com/v3/users/123/orders``.
+        """
 
     def __init__(
         self,

From 619f3c070a9aad5c52c7bc4e773ca31f7b8f2854 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 15 Jul 2024 06:57:03 -0600
Subject: [PATCH 30/77] chore(deps): bump the runtime-dependencies group with 2
 updates (#2533)

Bumps the runtime-dependencies group with 2 updates: [jsonschema](https://github.com/python-jsonschema/jsonschema) and [sphinx-reredirects](https://github.com/documatt/sphinx-reredirects).


Updates `jsonschema` from 4.22.0 to 4.23.0
- [Release notes](https://github.com/python-jsonschema/jsonschema/releases)
- [Changelog](https://github.com/python-jsonschema/jsonschema/blob/main/CHANGELOG.rst)
- [Commits](https://github.com/python-jsonschema/jsonschema/compare/v4.22.0...v4.23.0)

Updates `sphinx-reredirects` from 0.1.4 to 0.1.5
- [Commits](https://github.com/documatt/sphinx-reredirects/compare/v0.1.4...v0.1.5)

---
updated-dependencies:
- dependency-name: jsonschema
  dependency-type: direct:production
  update-type: version-update:semver-minor
  dependency-group: runtime-dependencies
- dependency-name: sphinx-reredirects
  dependency-type: direct:production
  update-type: version-update:semver-patch
  dependency-group: runtime-dependencies
...

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
---
 poetry.lock | 16 ++++++++--------
 1 file changed, 8 insertions(+), 8 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index f5543103b..dcfed3fcb 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -943,13 +943,13 @@ ply = "*"
 
 [[package]]
 name = "jsonschema"
-version = "4.22.0"
+version = "4.23.0"
 description = "An implementation of JSON Schema validation for Python"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "jsonschema-4.22.0-py3-none-any.whl", hash = "sha256:ff4cfd6b1367a40e7bc6411caec72effadd3db0bbe5017de188f2d6108335802"},
-    {file = "jsonschema-4.22.0.tar.gz", hash = "sha256:5b22d434a45935119af990552c862e5d6d564e8f6601206b305a61fdf661a2b7"},
+    {file = "jsonschema-4.23.0-py3-none-any.whl", hash = "sha256:fbadb6f8b144a8f8cf9f0b89ba94501d143e50411a1278633f56a7acf7fd5566"},
+    {file = "jsonschema-4.23.0.tar.gz", hash = "sha256:d71497fef26351a33265337fa77ffeb82423f3ea21283cd9467bb03999266bc4"},
 ]
 
 [package.dependencies]
@@ -962,7 +962,7 @@ rpds-py = ">=0.7.1"
 
 [package.extras]
 format = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339-validator", "rfc3987", "uri-template", "webcolors (>=1.11)"]
-format-nongpl = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339-validator", "rfc3986-validator (>0.1.0)", "uri-template", "webcolors (>=1.11)"]
+format-nongpl = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339-validator", "rfc3986-validator (>0.1.0)", "uri-template", "webcolors (>=24.6.0)"]
 
 [[package]]
 name = "jsonschema-specifications"
@@ -2217,17 +2217,17 @@ test = ["tox"]
 
 [[package]]
 name = "sphinx-reredirects"
-version = "0.1.4"
+version = "0.1.5"
 description = "Handles redirects for moved pages in Sphinx documentation projects"
 optional = true
 python-versions = ">=3.5"
 files = [
-    {file = "sphinx_reredirects-0.1.4-py3-none-any.whl", hash = "sha256:f27995e233a62336fc254330543d8b0f779ec83089da36274e27f5a5f2d5f529"},
-    {file = "sphinx_reredirects-0.1.4.tar.gz", hash = "sha256:b8effdb31a069823cd8b5b029bfe1e04ac584615a0ebea35c5a8c8daf05a354b"},
+    {file = "sphinx_reredirects-0.1.5-py3-none-any.whl", hash = "sha256:444ae1438fba4418242ca76d6a6de3eaee82aaf0d8f2b0cac71a15d32ce6eba2"},
+    {file = "sphinx_reredirects-0.1.5.tar.gz", hash = "sha256:cfa753b441020a22708ce8eb17d4fd553a28fc87a609330092917ada2a6da0d8"},
 ]
 
 [package.dependencies]
-sphinx = "*"
+sphinx = ">=7.1"
 
 [[package]]
 name = "sphinxcontrib-applehelp"

From 33b2d4e934440bca49f41113f153513e9af0b8c4 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 15 Jul 2024 06:57:14 -0600
Subject: [PATCH 31/77] chore(deps-dev): bump the development-dependencies
 group with 2 updates (#2532)

Bumps the development-dependencies group with 2 updates: [coverage](https://github.com/nedbat/coveragepy) and [types-jsonschema](https://github.com/python/typeshed).


Updates `coverage` from 7.5.4 to 7.6.0
- [Release notes](https://github.com/nedbat/coveragepy/releases)
- [Changelog](https://github.com/nedbat/coveragepy/blob/master/CHANGES.rst)
- [Commits](https://github.com/nedbat/coveragepy/compare/7.5.4...7.6.0)

Updates `types-jsonschema` from 4.22.0.20240610 to 4.23.0.20240712
- [Commits](https://github.com/python/typeshed/commits)

---
updated-dependencies:
- dependency-name: coverage
  dependency-type: direct:development
  update-type: version-update:semver-minor
  dependency-group: development-dependencies
- dependency-name: types-jsonschema
  dependency-type: direct:development
  update-type: version-update:semver-minor
  dependency-group: development-dependencies
...

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
---
 poetry.lock | 112 ++++++++++++++++++++++++++--------------------------
 1 file changed, 56 insertions(+), 56 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index dcfed3fcb..4cea6f749 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -400,63 +400,63 @@ files = [
 
 [[package]]
 name = "coverage"
-version = "7.5.4"
+version = "7.6.0"
 description = "Code coverage measurement for Python"
 optional = false
 python-versions = ">=3.8"
 files = [
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-    {file = "coverage-7.5.4-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:2174e7c23e0a454ffe12267a10732c273243b4f2d50d07544a91198f05c48f47"},
-    {file = "coverage-7.5.4-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:2214ee920787d85db1b6a0bd9da5f8503ccc8fcd5814d90796c2f2493a2f4d2e"},
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-    {file = "coverage-7.5.4-cp310-cp310-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:b385d49609f8e9efc885790a5a0e89f2e3ae042cdf12958b6034cc442de428d3"},
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+    {file = "coverage-7.6.0-cp39-cp39-win32.whl", hash = "sha256:482855914928c8175735a2a59c8dc5806cf7d8f032e4820d52e845d1f731dca2"},
+    {file = "coverage-7.6.0-cp39-cp39-win_amd64.whl", hash = "sha256:543ef9179bc55edfd895154a51792b01c017c87af0ebaae092720152e19e42ca"},
+    {file = "coverage-7.6.0-pp38.pp39.pp310-none-any.whl", hash = "sha256:6fe885135c8a479d3e37a7aae61cbd3a0fb2deccb4dda3c25f92a49189f766d6"},
+    {file = "coverage-7.6.0.tar.gz", hash = "sha256:289cc803fa1dc901f84701ac10c9ee873619320f2f9aff38794db4a4a0268d51"},
 ]
 
 [package.dependencies]
@@ -2506,13 +2506,13 @@ files = [
 
 [[package]]
 name = "types-jsonschema"
-version = "4.22.0.20240610"
+version = "4.23.0.20240712"
 description = "Typing stubs for jsonschema"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "types-jsonschema-4.22.0.20240610.tar.gz", hash = "sha256:f82ab9fe756e3a2642ea9712c46b403ce61eb380b939b696cff3252af42f65b0"},
-    {file = "types_jsonschema-4.22.0.20240610-py3-none-any.whl", hash = "sha256:89996b9bd1928f820a0e252b2844be21cd2e55d062b6fa1048d88453006ad89e"},
+    {file = "types-jsonschema-4.23.0.20240712.tar.gz", hash = "sha256:b20db728dcf7ea3e80e9bdeb55e8b8420c6c040cda14e8cf284465adee71d217"},
+    {file = "types_jsonschema-4.23.0.20240712-py3-none-any.whl", hash = "sha256:8c33177ce95336241c1d61ccb56a9964d4361b99d5f1cd81a1ab4909b0dd7cf4"},
 ]
 
 [package.dependencies]

From 7a3f42a8dabf72cdfa90098e6f7a7d0683972066 Mon Sep 17 00:00:00 2001
From: "pre-commit-ci[bot]"
 <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Date: Mon, 15 Jul 2024 16:27:45 -0600
Subject: [PATCH 32/77] chore: pre-commit autoupdate (#2534)
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

updates:
- [github.com/astral-sh/ruff-pre-commit: v0.5.1 → v0.5.2](https://github.com/astral-sh/ruff-pre-commit/compare/v0.5.1...v0.5.2)

Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
---
 .pre-commit-config.yaml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 62fe426fe..ebf5e849c 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -50,7 +50,7 @@ repos:
   - id: check-readthedocs
 
 - repo: https://github.com/astral-sh/ruff-pre-commit
-  rev: v0.5.1
+  rev: v0.5.2
   hooks:
   - id: ruff
     args: [--fix, --exit-non-zero-on-fix, --show-fixes]

From 8348456904f8f878ba1c82ec1d69fba110920161 Mon Sep 17 00:00:00 2001
From: Nickolas Grigoriadis <nagrigoriadis@gmail.com>
Date: Tue, 16 Jul 2024 15:53:33 +0100
Subject: [PATCH 33/77] feat: The `json` module is now avaiable to stream maps
 (#2531)
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

* Add json function to CustomStreamMap

This allows using `json.loads()` and `json.dumps()` to convert fields
between text and json representations.

* docs: Add json function to Stream Maps

* Update docs/stream_maps.md

* Update docs/stream_maps.md

* Update docs/stream_maps.md

* Update docs/stream_maps.md

---------

Co-authored-by: Edgar Ramírez Mondragón <16805946+edgarrmondragon@users.noreply.github.com>
---
 docs/stream_maps.md  | 3 +++
 singer_sdk/mapper.py | 2 ++
 2 files changed, 5 insertions(+)

diff --git a/docs/stream_maps.md b/docs/stream_maps.md
index ee3398cde..a53e32580 100644
--- a/docs/stream_maps.md
+++ b/docs/stream_maps.md
@@ -234,6 +234,9 @@ can be referenced directly by mapping expressions.
     `hashlib.md5(<input>.encode("utf-8")).hexdigest()`.
 - `datetime` - This is the datetime module object from the Python standard library. You can access
     datetime.datetime, datetime.timedelta, etc.
+- [`json`](inv:python:py:module:#json) - This is the json module object from the Python standard
+    library. Primarily used for calling [`json.dumps()`](inv:python:py:function:#json.dumps)
+    and [`json.loads()`](inv:python:py:function:#json.loads).
 
 #### Built-in Variable Names
 
diff --git a/singer_sdk/mapper.py b/singer_sdk/mapper.py
index 8d7dd3322..fce1277fb 100644
--- a/singer_sdk/mapper.py
+++ b/singer_sdk/mapper.py
@@ -12,6 +12,7 @@
 import fnmatch
 import hashlib
 import importlib.util
+import json
 import logging
 import typing as t
 
@@ -306,6 +307,7 @@ def functions(self) -> dict[str, t.Callable]:
         funcs["md5"] = md5
         funcs["datetime"] = datetime
         funcs["bool"] = bool
+        funcs["json"] = json
         return funcs
 
     def _eval(

From f68d5c64d85588976becc727d33c363d4dfc875c Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Edgar=20Ram=C3=ADrez=20Mondrag=C3=B3n?=
 <16805946+edgarrmondragon@users.noreply.github.com>
Date: Tue, 16 Jul 2024 09:05:24 -0600
Subject: [PATCH 34/77] docs: Added more intersphinx links to Python and Faker
 docs (#2535)

---
 docs/conf.py        |  1 +
 docs/stream_maps.md | 17 ++++++++++-------
 2 files changed, 11 insertions(+), 7 deletions(-)

diff --git a/docs/conf.py b/docs/conf.py
index f5e45d3de..8d64411e4 100644
--- a/docs/conf.py
+++ b/docs/conf.py
@@ -155,6 +155,7 @@
 intersphinx_mapping = {
     "requests": ("https://requests.readthedocs.io/en/latest/", None),
     "python": ("https://docs.python.org/3/", None),
+    "faker": ("https://faker.readthedocs.io/en/master/", None),
 }
 
 # -- Options for linkcode --------------------------------------------------------------
diff --git a/docs/stream_maps.md b/docs/stream_maps.md
index a53e32580..66d647685 100644
--- a/docs/stream_maps.md
+++ b/docs/stream_maps.md
@@ -228,12 +228,13 @@ can be referenced directly by mapping expressions.
 
 #### Built-In Functions
 
-- `md5()` - returns an inline MD5 hash of any string, outputting the string representation
-    of the hash's hex digest.
+- [`md5()`](inv:python:py:module:#hashlib) - returns an inline MD5 hash of any string, outputting
+    the string representation of the hash's hex digest.
   - This is defined by the SDK internally with native python:
-    `hashlib.md5(<input>.encode("utf-8")).hexdigest()`.
-- `datetime` - This is the datetime module object from the Python standard library. You can access
-    datetime.datetime, datetime.timedelta, etc.
+    [`hashlib.md5(<input>.encode("utf-8")).hexdigest()`](inv:python:py:method:#hashlib.hash.hexdigest).
+- [`datetime`](inv:python:py:module:#datetime) - This is the datetime module object from the Python
+    standard library. You can access [`datetime.datetime`](inv:python:py:class:#datetime.datetime),
+    [`datetime.timedelta`](inv:python:py:class:#datetime.timedelta), etc.
 - [`json`](inv:python:py:module:#json) - This is the json module object from the Python standard
     library. Primarily used for calling [`json.dumps()`](inv:python:py:function:#json.dumps)
     and [`json.loads()`](inv:python:py:function:#json.loads).
@@ -245,10 +246,12 @@ can be referenced directly by mapping expressions.
 - `record` - an alias for the record values dictionary in the current stream.
 - `_` - same as `record` but shorter to type
 - `self` - the existing property value if the property already exists
-- `fake` - a [`Faker`](https://faker.readthedocs.io/en/master/) instance, configurable via `faker_config` (see previous example) - see the built-in [standard providers](https://faker.readthedocs.io/en/master/providers.html) for available methods
+- `fake` - a [`Faker`](inv:faker:std:doc#index) instance, configurable via `faker_config`
+  (see previous example) - see the built-in [standard providers](inv:faker:std:doc#providers)
+  for available methods
 
   ```{tip}
-  The `fake` object is only available if the plugin specifies `faker` as an addtional dependency (through the `singer-sdk` `faker` extra, or directly).
+  The `fake` object is only available if the plugin specifies `faker` as an additional dependency (through the `singer-sdk` `faker` extra, or directly).
   ```
 
 #### Automatic Schema Detection

From 70016c8f83352da2fb46a5a1abf07461e9a56e63 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Edgar=20Ram=C3=ADrez=20Mondrag=C3=B3n?=
 <16805946+edgarrmondragon@users.noreply.github.com>
Date: Tue, 16 Jul 2024 15:18:32 -0600
Subject: [PATCH 35/77] docs: Prepare for RTD addons migration (#2536)

WIP: Prepare for RTD addons migration

I went ahead and enabled addons in
https://app.readthedocs.org/dashboard/meltano-sdk/addons/edit/ and
updated `docs/conf.py` following guidance from the blog post.

References:

* https://about.readthedocs.com/blog/2024/07/addons-by-default/
* https://docs.readthedocs.io/en/stable/pull-requests.html#features
* https://docs.readthedocs.io/en/stable/addons.html#enabling-read-the-docs-addons
---
 docs/conf.py | 12 +++++++++++-
 1 file changed, 11 insertions(+), 1 deletion(-)

diff --git a/docs/conf.py b/docs/conf.py
index 8d64411e4..c93c34763 100644
--- a/docs/conf.py
+++ b/docs/conf.py
@@ -14,6 +14,7 @@
 #
 from __future__ import annotations
 
+import os
 import sys
 from datetime import datetime
 from pathlib import Path
@@ -60,10 +61,19 @@
 exclude_patterns = ["_build", "Thumbs.db", ".DS_Store"]
 
 # -- Options for HTML output -----------------------------------------------------------
+# https://www.sphinx-doc.org/en/master/usage/configuration.html#options-for-html-output
 
 # The theme to use for HTML and HTML Help pages.  See the documentation for
 # a list of builtin themes.
-#
+
+# Define the canonical URL for sdk.meltano.com
+html_baseurl = os.environ.get("READTHEDOCS_CANONICAL_URL", "")
+html_context = {}
+
+# Tell Jinja2 templates the build is running on Read the Docs
+if os.environ.get("READTHEDOCS", "") == "True":
+    html_context["READTHEDOCS"] = True
+
 html_logo = "_static/img/logo.svg"
 html_theme = "furo"
 html_theme_options = {

From b065e5e0d5e67087dd003e92754508905323bdf3 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Edgar=20Ram=C3=ADrez=20Mondrag=C3=B3n?=
 <16805946+edgarrmondragon@users.noreply.github.com>
Date: Tue, 16 Jul 2024 17:11:30 -0600
Subject: [PATCH 36/77] chore: Use `griffe` to catch breaking API changes
 (#2538)

---
 .github/workflows/api-changes.yml | 53 +++++++++++++++++++++++++++++++
 .github/workflows/constraints.txt |  1 +
 noxfile.py                        | 15 +++++++++
 3 files changed, 69 insertions(+)
 create mode 100644 .github/workflows/api-changes.yml

diff --git a/.github/workflows/api-changes.yml b/.github/workflows/api-changes.yml
new file mode 100644
index 000000000..c758517c4
--- /dev/null
+++ b/.github/workflows/api-changes.yml
@@ -0,0 +1,53 @@
+name: API Changes
+
+on:
+  pull_request:
+    paths:
+    - singer_sdk/**
+    - .github/workflows/api-changes.yml
+    - CHANGELOG.md
+  workflow_dispatch:
+
+concurrency:
+  group: ${{ github.workflow }}-${{ github.head_ref || github.run_id }}
+  cancel-in-progress: true
+
+permissions:  # added using https://github.com/step-security/secure-repo
+  contents: read
+
+jobs:
+  check-api-changes:
+    name: Check API Changes
+    runs-on: ubuntu-latest
+    env:
+      NOXSESSION: api
+    steps:
+    - name: Check out the repository
+      uses: actions/checkout@v4
+      with:
+        fetch-depth: 0
+
+    - name: Setup Python
+      uses: actions/setup-python@v5
+      with:
+        python-version: 3.12
+
+    - name: Install tools
+      env:
+        PIP_CONSTRAINT: ${{ github.workspace }}/.github/workflows/constraints.txt
+      run: |
+        python -Im pip install -U pip
+        pipx install griffe nox
+        pipx inject nox nox-poetry
+        pipx list
+
+    - name: Set REF
+      id: set-ref
+      if: always() && !startsWith(github.head_ref, 'release/')
+      run: |
+        echo "ref=${{ github.event.pull_request.base.sha }}" >> $GITHUB_OUTPUT
+
+    # Check API against the latest commit on the base branch
+    - name: Run Nox
+      run: |
+        nox -- ${{ steps.set-ref.outputs.ref }}
diff --git a/.github/workflows/constraints.txt b/.github/workflows/constraints.txt
index 9677e3ce1..70fa9ec0b 100644
--- a/.github/workflows/constraints.txt
+++ b/.github/workflows/constraints.txt
@@ -1,3 +1,4 @@
+griffe==0.48.0
 pip==24.1.2
 poetry==1.8.3
 poetry-plugin-export==1.8.0
diff --git a/noxfile.py b/noxfile.py
index 124282822..0b47fa639 100644
--- a/noxfile.py
+++ b/noxfile.py
@@ -279,3 +279,18 @@ def version_bump(session: Session) -> None:
         "bump",
         *args,
     )
+
+
+@nox.session(name="api")
+def api_changes(session: nox.Session) -> None:
+    """Check for API changes."""
+    args = [
+        "griffe",
+        "check",
+        "singer_sdk",
+    ]
+
+    if session.posargs:
+        args.append(f"-a={session.posargs[0]}")
+
+    session.run(*args, external=True)

From 4a066fe47800bacc2c82a0d144f392f1b3d7988f Mon Sep 17 00:00:00 2001
From: Dan Norman <buzzcutnorman@gmail.com>
Date: Tue, 16 Jul 2024 17:34:01 -0600
Subject: [PATCH 37/77] refactor: Centralize JSON SerDe into helper functions
 (#2259)
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

* moved deserialize_json and added serialize_json to _util

* add serialize_json to _flatten_record

* updated test_flattening_record

* update flattening related snapshots

* updated Tap.catalog_json_text to use serialize_json

* updated SQLConnector serialize_json and desrialize_json to use _util verson

* updated JSONLinesBatcher.get_batches to use serialize_json

* added kwargs to serde functions, updated read_json_file to use deserialize_json

* updated Sink.process_batch_files to use deserialize_json

* changed attributes to match SQLConnector versions.

* moved type: ignore to correct line

* applied a mypy suggestion by removing redundant dictionary cast

* Move base SerDe to _singerlib

* Re-add `SingerReader.deserialize_json`

* Implement naive central JSON loading and dumping functions

* Use util methods to SerDe to and from SQL

* Make the Singer writer and reader classes generic

* Move Singer IO to _singerlib

* Handle uncovered code

* Update docstrings

* Move Singer exception catching to reader implementation

This way we can catch something like `msgspec.DecodeError` and raise
the more generic `InvalidInputLine`.

* Increase encoder test coverage

* Re-use message writing and formatting logic

* Test records with version

* Move encodings to a private submodule

---------

Co-authored-by: Edgar Ramírez-Mondragón <edgarrm358@gmail.com>
Co-authored-by: Edgar Ramírez Mondragón <16805946+edgarrmondragon@users.noreply.github.com>
---
 .flake8                                       |   2 +-
 singer_sdk/_singerlib/__init__.py             |   4 +
 singer_sdk/_singerlib/_encoding/__init__.py   |  12 +
 singer_sdk/_singerlib/_encoding/base.py       | 341 ++++++++++++++++++
 singer_sdk/_singerlib/_encoding/simple.py     |  65 ++++
 singer_sdk/_singerlib/exceptions.py           |   9 +
 singer_sdk/_singerlib/json.py                 |  61 ++++
 singer_sdk/_singerlib/messages.py             | 266 ++------------
 singer_sdk/connectors/sql.py                  |   8 +-
 singer_sdk/contrib/batch_encoder_jsonl.py     |   5 +-
 singer_sdk/exceptions.py                      |   8 +-
 singer_sdk/helpers/_flattening.py             |   5 +-
 singer_sdk/helpers/_util.py                   |  47 ++-
 singer_sdk/io_base.py                         | 162 +--------
 singer_sdk/sinks/core.py                      |   6 +-
 singer_sdk/tap_base.py                        |   5 +-
 tests/_singerlib/test_messages.py             |  22 +-
 tests/core/test_flattening.py                 |   6 +-
 tests/core/test_io.py                         |  44 ++-
 .../snapshots/mapped_stream/flatten_all.jsonl |   6 +-
 .../mapped_stream/flatten_depth_1.jsonl       |   6 +-
 .../mapped_stream/map_and_flatten.jsonl       |   6 +-
 22 files changed, 653 insertions(+), 443 deletions(-)
 create mode 100644 singer_sdk/_singerlib/_encoding/__init__.py
 create mode 100644 singer_sdk/_singerlib/_encoding/base.py
 create mode 100644 singer_sdk/_singerlib/_encoding/simple.py
 create mode 100644 singer_sdk/_singerlib/exceptions.py
 create mode 100644 singer_sdk/_singerlib/json.py

diff --git a/.flake8 b/.flake8
index 9311ae8d0..07b7824bd 100644
--- a/.flake8
+++ b/.flake8
@@ -1,7 +1,7 @@
 [flake8]
 max-line-length = 88
 exclude = cookiecutter
-ignore = E, W
+ignore = E, F, W
 per-file-ignores =
     # Don't require docstrings conventions in private modules
     singer_sdk/helpers/_*.py:DAR
diff --git a/singer_sdk/_singerlib/__init__.py b/singer_sdk/_singerlib/__init__.py
index bc0b4523b..8386399d6 100644
--- a/singer_sdk/_singerlib/__init__.py
+++ b/singer_sdk/_singerlib/__init__.py
@@ -1,5 +1,6 @@
 from __future__ import annotations
 
+from singer_sdk._singerlib import exceptions
 from singer_sdk._singerlib.catalog import (
     Catalog,
     CatalogEntry,
@@ -16,6 +17,7 @@
     SingerMessageType,
     StateMessage,
     exclude_null_dict,
+    format_message,
     write_message,
 )
 from singer_sdk._singerlib.schema import Schema, resolve_schema_references
@@ -35,7 +37,9 @@
     "SingerMessageType",
     "StateMessage",
     "StreamMetadata",
+    "exceptions",
     "exclude_null_dict",
+    "format_message",
     "resolve_schema_references",
     "strftime",
     "strptime_to_utc",
diff --git a/singer_sdk/_singerlib/_encoding/__init__.py b/singer_sdk/_singerlib/_encoding/__init__.py
new file mode 100644
index 000000000..7819a1452
--- /dev/null
+++ b/singer_sdk/_singerlib/_encoding/__init__.py
@@ -0,0 +1,12 @@
+from __future__ import annotations
+
+from .base import GenericSingerReader, GenericSingerWriter, SingerMessageType
+from .simple import SingerReader, SingerWriter
+
+__all__ = [
+    "GenericSingerReader",
+    "GenericSingerWriter",
+    "SingerMessageType",
+    "SingerReader",
+    "SingerWriter",
+]
diff --git a/singer_sdk/_singerlib/_encoding/base.py b/singer_sdk/_singerlib/_encoding/base.py
new file mode 100644
index 000000000..798a4f6dd
--- /dev/null
+++ b/singer_sdk/_singerlib/_encoding/base.py
@@ -0,0 +1,341 @@
+"""Abstract base classes for all Singer messages IO operations."""
+
+from __future__ import annotations
+
+import abc
+import enum
+import logging
+import sys
+import typing as t
+from collections import Counter, defaultdict
+from dataclasses import asdict, dataclass, field
+from datetime import datetime, timezone
+
+from singer_sdk._singerlib import exceptions
+
+if sys.version_info < (3, 11):
+    from backports.datetime_fromisoformat import MonkeyPatch
+
+    MonkeyPatch.patch_fromisoformat()
+
+logger = logging.getLogger(__name__)
+
+
+# TODO: Use to default to 'str' here
+# https://peps.python.org/pep-0696/
+T = t.TypeVar("T", str, bytes)
+
+
+class SingerMessageType(str, enum.Enum):
+    """Singer specification message types."""
+
+    RECORD = "RECORD"
+    SCHEMA = "SCHEMA"
+    STATE = "STATE"
+    ACTIVATE_VERSION = "ACTIVATE_VERSION"
+    BATCH = "BATCH"
+
+
+def exclude_null_dict(pairs: list[tuple[str, t.Any]]) -> dict[str, t.Any]:
+    """Exclude null values from a dictionary.
+
+    Args:
+        pairs: The dictionary key-value pairs.
+
+    Returns:
+        The filtered key-value pairs.
+    """
+    return {key: value for key, value in pairs if value is not None}
+
+
+@dataclass
+class Message:
+    """Singer base message."""
+
+    type: SingerMessageType = field(init=False)
+    """The message type."""
+
+    def to_dict(self) -> dict[str, t.Any]:
+        """Return a dictionary representation of the message.
+
+        Returns:
+            A dictionary with the defined message fields.
+        """
+        return asdict(self, dict_factory=exclude_null_dict)
+
+    @classmethod
+    def from_dict(
+        cls: t.Type[Message],  # noqa: UP006
+        data: dict[str, t.Any],
+    ) -> Message:
+        """Create an encoding from a dictionary.
+
+        Args:
+            data: The dictionary to create the message from.
+
+        Returns:
+            The created message.
+        """
+        data.pop("type")
+        return cls(**data)
+
+
+@dataclass
+class RecordMessage(Message):
+    """Singer record message."""
+
+    stream: str
+    """The stream name."""
+
+    record: dict[str, t.Any]
+    """The record data."""
+
+    version: int | None = None
+    """The record version."""
+
+    time_extracted: datetime | None = None
+    """The time the record was extracted."""
+
+    @classmethod
+    def from_dict(cls: type[RecordMessage], data: dict[str, t.Any]) -> RecordMessage:
+        """Create a record message from a dictionary.
+
+        This overrides the default conversion logic, since it uses unnecessary
+        deep copying and is very slow.
+
+        Args:
+            data: The dictionary to create the message from.
+
+        Returns:
+            The created message.
+        """
+        time_extracted = data.get("time_extracted")
+        return cls(
+            stream=data["stream"],
+            record=data["record"],
+            version=data.get("version"),
+            time_extracted=datetime.fromisoformat(time_extracted)
+            if time_extracted
+            else None,
+        )
+
+    def to_dict(self) -> dict[str, t.Any]:
+        """Return a dictionary representation of the message.
+
+        This overrides the default conversion logic, since it uses unnecessary
+        deep copying and is very slow.
+
+        Returns:
+            A dictionary with the defined message fields.
+        """
+        result: dict[str, t.Any] = {
+            "type": "RECORD",
+            "stream": self.stream,
+            "record": self.record,
+        }
+        if self.version is not None:
+            result["version"] = self.version
+        if self.time_extracted is not None:
+            result["time_extracted"] = self.time_extracted
+        return result
+
+    def __post_init__(self) -> None:
+        """Post-init processing.
+
+        Raises:
+            ValueError: If the time_extracted is not timezone-aware.
+        """
+        self.type = SingerMessageType.RECORD
+        if self.time_extracted and not self.time_extracted.tzinfo:
+            msg = (
+                "'time_extracted' must be either None or an aware datetime (with a "
+                "time zone)"
+            )
+            raise ValueError(msg)
+
+        if self.time_extracted:
+            self.time_extracted = self.time_extracted.astimezone(timezone.utc)
+
+
+@dataclass
+class SchemaMessage(Message):
+    """Singer schema message."""
+
+    stream: str
+    """The stream name."""
+
+    schema: dict[str, t.Any]
+    """The schema definition."""
+
+    key_properties: t.Sequence[str] | None = None
+    """The key properties."""
+
+    bookmark_properties: list[str] | None = None
+    """The bookmark properties."""
+
+    def __post_init__(self) -> None:
+        """Post-init processing.
+
+        Raises:
+            ValueError: If bookmark_properties is not a string or list of strings.
+        """
+        self.type = SingerMessageType.SCHEMA
+
+        if isinstance(self.bookmark_properties, (str, bytes)):
+            self.bookmark_properties = [self.bookmark_properties]
+        if self.bookmark_properties and not isinstance(self.bookmark_properties, list):
+            msg = "bookmark_properties must be a string or list of strings"
+            raise ValueError(msg)
+
+
+@dataclass
+class StateMessage(Message):
+    """Singer state message."""
+
+    value: dict[str, t.Any]
+    """The state value."""
+
+    def __post_init__(self) -> None:
+        """Post-init processing."""
+        self.type = SingerMessageType.STATE
+
+
+@dataclass
+class ActivateVersionMessage(Message):
+    """Singer activate version message."""
+
+    stream: str
+    """The stream name."""
+
+    version: int
+    """The version to activate."""
+
+    def __post_init__(self) -> None:
+        """Post-init processing."""
+        self.type = SingerMessageType.ACTIVATE_VERSION
+
+
+class GenericSingerReader(t.Generic[T], metaclass=abc.ABCMeta):
+    """Interface for all plugins reading Singer messages as strings or bytes."""
+
+    @t.final
+    def listen(self, file_input: t.IO[T] | None = None) -> None:
+        """Read from input until all messages are processed.
+
+        Args:
+            file_input: Readable stream of messages. Defaults to standard in.
+        """
+        self._process_lines(file_input or self.default_input)
+        self._process_endofpipe()
+
+    def _process_lines(self, file_input: t.IO[T]) -> t.Counter[str]:
+        """Internal method to process jsonl lines from a Singer tap.
+
+        Args:
+            file_input: Readable stream of messages, each on a separate line.
+
+        Returns:
+            A counter object for the processed lines.
+        """
+        stats: dict[str, int] = defaultdict(int)
+        for line in file_input:
+            line_dict = self.deserialize_json(line)
+            self._assert_line_requires(line_dict, requires={"type"})
+
+            record_type: SingerMessageType = line_dict["type"]
+            if record_type == SingerMessageType.SCHEMA:
+                self._process_schema_message(line_dict)
+
+            elif record_type == SingerMessageType.RECORD:
+                self._process_record_message(line_dict)
+
+            elif record_type == SingerMessageType.ACTIVATE_VERSION:
+                self._process_activate_version_message(line_dict)
+
+            elif record_type == SingerMessageType.STATE:
+                self._process_state_message(line_dict)
+
+            elif record_type == SingerMessageType.BATCH:
+                self._process_batch_message(line_dict)
+
+            else:
+                self._process_unknown_message(line_dict)
+
+            stats[record_type] += 1
+
+        return Counter(**stats)
+
+    @property
+    @abc.abstractmethod
+    def default_input(self) -> t.IO[T]: ...
+
+    @staticmethod
+    def _assert_line_requires(line_dict: dict, requires: set[str]) -> None:
+        """Check if dictionary .
+
+        Args:
+            line_dict: TODO
+            requires: TODO
+
+        Raises:
+            InvalidInputLine: raised if any required keys are missing
+        """
+        if not requires.issubset(line_dict):
+            missing = requires - set(line_dict)
+            msg = f"Line is missing required {', '.join(missing)} key(s): {line_dict}"
+            raise exceptions.InvalidInputLine(msg)
+
+    @abc.abstractmethod
+    def deserialize_json(self, line: T) -> dict: ...
+
+    @abc.abstractmethod
+    def _process_schema_message(self, message_dict: dict) -> None: ...
+
+    @abc.abstractmethod
+    def _process_record_message(self, message_dict: dict) -> None: ...
+
+    @abc.abstractmethod
+    def _process_state_message(self, message_dict: dict) -> None: ...
+
+    @abc.abstractmethod
+    def _process_activate_version_message(self, message_dict: dict) -> None: ...
+
+    @abc.abstractmethod
+    def _process_batch_message(self, message_dict: dict) -> None: ...
+
+    def _process_unknown_message(self, message_dict: dict) -> None:  # noqa: PLR6301
+        """Internal method to process unknown message types from a Singer tap.
+
+        Args:
+            message_dict: Dictionary representation of the Singer message.
+
+        Raises:
+            ValueError: raised if a message type is not recognized
+        """
+        record_type = message_dict["type"]
+        msg = f"Unknown message type '{record_type}' in message."
+        raise ValueError(msg)
+
+    def _process_endofpipe(self) -> None:  # noqa: PLR6301
+        logger.debug("End of pipe reached")
+
+
+class GenericSingerWriter(t.Generic[T], metaclass=abc.ABCMeta):
+    """Interface for all plugins writing Singer messages as strings or bytes."""
+
+    def format_message(self, message: Message) -> T:
+        """Format a message as a JSON string.
+
+        Args:
+            message: The message to format.
+
+        Returns:
+            The formatted message.
+        """
+        return self.serialize_json(message.to_dict())
+
+    @abc.abstractmethod
+    def serialize_json(self, obj: object) -> T: ...
+
+    @abc.abstractmethod
+    def write_message(self, message: Message) -> None: ...
diff --git a/singer_sdk/_singerlib/_encoding/simple.py b/singer_sdk/_singerlib/_encoding/simple.py
new file mode 100644
index 000000000..636a8f981
--- /dev/null
+++ b/singer_sdk/_singerlib/_encoding/simple.py
@@ -0,0 +1,65 @@
+from __future__ import annotations
+
+import json
+import logging
+import sys
+import typing as t
+
+from singer_sdk._singerlib.exceptions import InvalidInputLine
+from singer_sdk._singerlib.json import deserialize_json, serialize_json
+
+from .base import GenericSingerReader, GenericSingerWriter
+
+if t.TYPE_CHECKING:
+    from singer_sdk._singerlib.messages import Message
+
+logger = logging.getLogger(__name__)
+
+
+class SingerReader(GenericSingerReader[str]):
+    """Base class for all plugins reading Singer messages as strings from stdin."""
+
+    default_input = sys.stdin
+
+    def deserialize_json(self, line: str) -> dict:  # noqa: PLR6301
+        """Deserialize a line of json.
+
+        Args:
+            line: A single line of json.
+
+        Returns:
+            A dictionary of the deserialized json.
+
+        Raises:
+            InvalidInputLine: If the line is not valid JSON.
+        """
+        try:
+            return deserialize_json(line)
+        except json.decoder.JSONDecodeError as exc:
+            logger.exception("Unable to parse:\n%s", line)
+            msg = f"Unable to parse line as JSON: {line}"
+            raise InvalidInputLine(msg) from exc
+
+
+class SingerWriter(GenericSingerWriter[str]):
+    """Interface for all plugins writing Singer messages to stdout."""
+
+    def serialize_json(self, obj: object) -> str:  # noqa: PLR6301
+        """Serialize a dictionary into a line of json.
+
+        Args:
+            obj: A Python object usually a dict.
+
+        Returns:
+            A string of serialized json.
+        """
+        return serialize_json(obj)
+
+    def write_message(self, message: Message) -> None:
+        """Write a message to stdout.
+
+        Args:
+            message: The message to write.
+        """
+        sys.stdout.write(self.format_message(message) + "\n")
+        sys.stdout.flush()
diff --git a/singer_sdk/_singerlib/exceptions.py b/singer_sdk/_singerlib/exceptions.py
new file mode 100644
index 000000000..e3726bb6a
--- /dev/null
+++ b/singer_sdk/_singerlib/exceptions.py
@@ -0,0 +1,9 @@
+from __future__ import annotations
+
+__all__ = [
+    "InvalidInputLine",
+]
+
+
+class InvalidInputLine(Exception):
+    """Raised when an input line is not a valid Singer message."""
diff --git a/singer_sdk/_singerlib/json.py b/singer_sdk/_singerlib/json.py
new file mode 100644
index 000000000..acb94ad9c
--- /dev/null
+++ b/singer_sdk/_singerlib/json.py
@@ -0,0 +1,61 @@
+from __future__ import annotations
+
+import datetime
+import decimal
+import json
+import typing as t
+
+import simplejson
+
+__all__ = [
+    "deserialize_json",
+    "serialize_json",
+]
+
+
+def _default_encoding(obj: t.Any) -> str:  # noqa: ANN401
+    """Default JSON encoder.
+
+    Args:
+        obj: The object to encode.
+
+    Returns:
+        The encoded object.
+    """
+    return obj.isoformat(sep="T") if isinstance(obj, datetime.datetime) else str(obj)
+
+
+def deserialize_json(json_str: str | bytes, **kwargs: t.Any) -> dict:
+    """Deserialize a line of json.
+
+    Args:
+        json_str: A single line of json.
+        **kwargs: Optional key word arguments.
+
+    Returns:
+        A dictionary of the deserialized json.
+    """
+    return json.loads(  # type: ignore[no-any-return]
+        json_str,
+        parse_float=decimal.Decimal,
+        **kwargs,
+    )
+
+
+def serialize_json(obj: object, **kwargs: t.Any) -> str:
+    """Serialize a dictionary into a line of json.
+
+    Args:
+        obj: A Python object usually a dict.
+        **kwargs: Optional key word arguments.
+
+    Returns:
+        A string of serialized json.
+    """
+    return simplejson.dumps(
+        obj,
+        use_decimal=True,
+        default=_default_encoding,
+        separators=(",", ":"),
+        **kwargs,
+    )
diff --git a/singer_sdk/_singerlib/messages.py b/singer_sdk/_singerlib/messages.py
index f9a93b76b..b08739126 100644
--- a/singer_sdk/_singerlib/messages.py
+++ b/singer_sdk/_singerlib/messages.py
@@ -2,243 +2,29 @@
 
 from __future__ import annotations
 
-import enum
-import sys
-import typing as t
-from dataclasses import asdict, dataclass, field
-from datetime import datetime, timezone
-
-import simplejson as json
-
-if sys.version_info < (3, 11):
-    from backports.datetime_fromisoformat import MonkeyPatch
-
-    MonkeyPatch.patch_fromisoformat()
-
-
-class SingerMessageType(str, enum.Enum):
-    """Singer specification message types."""
-
-    RECORD = "RECORD"
-    SCHEMA = "SCHEMA"
-    STATE = "STATE"
-    ACTIVATE_VERSION = "ACTIVATE_VERSION"
-    BATCH = "BATCH"
-
-
-def _default_encoding(obj: t.Any) -> str:  # noqa: ANN401
-    """Default JSON encoder.
-
-    Args:
-        obj: The object to encode.
-
-    Returns:
-        The encoded object.
-    """
-    return obj.isoformat(sep="T") if isinstance(obj, datetime) else str(obj)
-
-
-def exclude_null_dict(pairs: list[tuple[str, t.Any]]) -> dict[str, t.Any]:
-    """Exclude null values from a dictionary.
-
-    Args:
-        pairs: The dictionary key-value pairs.
-
-    Returns:
-        The filtered key-value pairs.
-    """
-    return {key: value for key, value in pairs if value is not None}
-
-
-@dataclass
-class Message:
-    """Singer base message."""
-
-    type: SingerMessageType = field(init=False)
-    """The message type."""
-
-    def to_dict(self) -> dict[str, t.Any]:
-        """Return a dictionary representation of the message.
-
-        Returns:
-            A dictionary with the defined message fields.
-        """
-        return asdict(self, dict_factory=exclude_null_dict)
-
-    @classmethod
-    def from_dict(
-        cls: t.Type[Message],  # noqa: UP006
-        data: dict[str, t.Any],
-    ) -> Message:
-        """Create an encoding from a dictionary.
-
-        Args:
-            data: The dictionary to create the message from.
-
-        Returns:
-            The created message.
-        """
-        data.pop("type")
-        return cls(**data)
-
-
-@dataclass
-class RecordMessage(Message):
-    """Singer record message."""
-
-    stream: str
-    """The stream name."""
-
-    record: dict[str, t.Any]
-    """The record data."""
-
-    version: int | None = None
-    """The record version."""
-
-    time_extracted: datetime | None = None
-    """The time the record was extracted."""
-
-    @classmethod
-    def from_dict(cls: type[RecordMessage], data: dict[str, t.Any]) -> RecordMessage:
-        """Create a record message from a dictionary.
-
-        This overrides the default conversion logic, since it uses unnecessary
-        deep copying and is very slow.
-
-        Args:
-            data: The dictionary to create the message from.
-
-        Returns:
-            The created message.
-        """
-        time_extracted = data.get("time_extracted")
-        return cls(
-            stream=data["stream"],
-            record=data["record"],
-            version=data.get("version"),
-            time_extracted=datetime.fromisoformat(time_extracted)
-            if time_extracted
-            else None,
-        )
-
-    def to_dict(self) -> dict[str, t.Any]:
-        """Return a dictionary representation of the message.
-
-        This overrides the default conversion logic, since it uses unnecessary
-        deep copying and is very slow.
-
-        Returns:
-            A dictionary with the defined message fields.
-        """
-        result: dict[str, t.Any] = {
-            "type": "RECORD",
-            "stream": self.stream,
-            "record": self.record,
-        }
-        if self.version is not None:
-            result["version"] = self.version
-        if self.time_extracted is not None:
-            result["time_extracted"] = self.time_extracted
-        return result
-
-    def __post_init__(self) -> None:
-        """Post-init processing.
-
-        Raises:
-            ValueError: If the time_extracted is not timezone-aware.
-        """
-        self.type = SingerMessageType.RECORD
-        if self.time_extracted and not self.time_extracted.tzinfo:
-            msg = (
-                "'time_extracted' must be either None or an aware datetime (with a "
-                "time zone)"
-            )
-            raise ValueError(msg)
-
-        if self.time_extracted:
-            self.time_extracted = self.time_extracted.astimezone(timezone.utc)
-
-
-@dataclass
-class SchemaMessage(Message):
-    """Singer schema message."""
-
-    stream: str
-    """The stream name."""
-
-    schema: dict[str, t.Any]
-    """The schema definition."""
-
-    key_properties: t.Sequence[str] | None = None
-    """The key properties."""
-
-    bookmark_properties: list[str] | None = None
-    """The bookmark properties."""
-
-    def __post_init__(self) -> None:
-        """Post-init processing.
-
-        Raises:
-            ValueError: If bookmark_properties is not a string or list of strings.
-        """
-        self.type = SingerMessageType.SCHEMA
-
-        if isinstance(self.bookmark_properties, (str, bytes)):
-            self.bookmark_properties = [self.bookmark_properties]
-        if self.bookmark_properties and not isinstance(self.bookmark_properties, list):
-            msg = "bookmark_properties must be a string or list of strings"
-            raise ValueError(msg)
-
-
-@dataclass
-class StateMessage(Message):
-    """Singer state message."""
-
-    value: dict[str, t.Any]
-    """The state value."""
-
-    def __post_init__(self) -> None:
-        """Post-init processing."""
-        self.type = SingerMessageType.STATE
-
-
-@dataclass
-class ActivateVersionMessage(Message):
-    """Singer activate version message."""
-
-    stream: str
-    """The stream name."""
-
-    version: int
-    """The version to activate."""
-
-    def __post_init__(self) -> None:
-        """Post-init processing."""
-        self.type = SingerMessageType.ACTIVATE_VERSION
-
-
-def format_message(message: Message) -> str:
-    """Format a message as a JSON string.
-
-    Args:
-        message: The message to format.
-
-    Returns:
-        The formatted message.
-    """
-    return json.dumps(
-        message.to_dict(),
-        use_decimal=True,
-        default=_default_encoding,
-        separators=(",", ":"),
-    )
-
-
-def write_message(message: Message) -> None:
-    """Write a message to stdout.
-
-    Args:
-        message: The message to write.
-    """
-    sys.stdout.write(format_message(message) + "\n")
-    sys.stdout.flush()
+from singer_sdk._singerlib._encoding import SingerWriter
+from singer_sdk._singerlib._encoding.base import (
+    ActivateVersionMessage,
+    Message,
+    RecordMessage,
+    SchemaMessage,
+    SingerMessageType,
+    StateMessage,
+    exclude_null_dict,
+)
+
+__all__ = [
+    "ActivateVersionMessage",
+    "Message",
+    "RecordMessage",
+    "SchemaMessage",
+    "SingerMessageType",
+    "StateMessage",
+    "exclude_null_dict",
+    "format_message",
+    "write_message",
+]
+
+WRITER = SingerWriter()
+format_message = WRITER.format_message
+write_message = WRITER.write_message
diff --git a/singer_sdk/connectors/sql.py b/singer_sdk/connectors/sql.py
index 132c37518..4d2dd4842 100644
--- a/singer_sdk/connectors/sql.py
+++ b/singer_sdk/connectors/sql.py
@@ -2,8 +2,6 @@
 
 from __future__ import annotations
 
-import decimal
-import json
 import logging
 import typing as t
 import warnings
@@ -11,12 +9,12 @@
 from datetime import datetime
 from functools import lru_cache
 
-import simplejson
 import sqlalchemy as sa
 
 from singer_sdk import typing as th
 from singer_sdk._singerlib import CatalogEntry, MetadataMapping, Schema
 from singer_sdk.exceptions import ConfigValidationError
+from singer_sdk.helpers._util import dump_json, load_json
 from singer_sdk.helpers.capabilities import TargetLoadMethods
 
 if t.TYPE_CHECKING:
@@ -1167,7 +1165,7 @@ def serialize_json(self, obj: object) -> str:  # noqa: PLR6301
 
         .. versionadded:: 0.31.0
         """
-        return simplejson.dumps(obj, use_decimal=True)
+        return dump_json(obj)
 
     def deserialize_json(self, json_str: str) -> object:  # noqa: PLR6301
         """Deserialize a JSON string to an object.
@@ -1183,7 +1181,7 @@ def deserialize_json(self, json_str: str) -> object:  # noqa: PLR6301
 
         .. versionadded:: 0.31.0
         """
-        return json.loads(json_str, parse_float=decimal.Decimal)
+        return load_json(json_str)
 
     def delete_old_versions(
         self,
diff --git a/singer_sdk/contrib/batch_encoder_jsonl.py b/singer_sdk/contrib/batch_encoder_jsonl.py
index 6ce4c8793..6f121f8d4 100644
--- a/singer_sdk/contrib/batch_encoder_jsonl.py
+++ b/singer_sdk/contrib/batch_encoder_jsonl.py
@@ -3,10 +3,10 @@
 from __future__ import annotations
 
 import gzip
-import json
 import typing as t
 from uuid import uuid4
 
+from singer_sdk._singerlib.json import serialize_json
 from singer_sdk.batch import BaseBatcher, lazy_chunked_generator
 
 __all__ = ["JSONLinesBatcher"]
@@ -45,8 +45,7 @@ def get_batches(
                     mode="wb",
                 ) as gz:
                     gz.writelines(
-                        (json.dumps(record, default=str) + "\n").encode()
-                        for record in chunk
+                        (serialize_json(record) + "\n").encode() for record in chunk
                     )
                 file_url = fs.geturl(filename)
             yield [file_url]
diff --git a/singer_sdk/exceptions.py b/singer_sdk/exceptions.py
index 20ec7ae65..a766952f9 100644
--- a/singer_sdk/exceptions.py
+++ b/singer_sdk/exceptions.py
@@ -5,6 +5,8 @@
 import abc
 import typing as t
 
+from singer_sdk._singerlib.exceptions import InvalidInputLine  # noqa: F401
+
 if t.TYPE_CHECKING:
     import requests
 
@@ -137,11 +139,7 @@ class ConformedNameClashException(Exception):
 
 
 class MissingKeyPropertiesError(Exception):
-    """Raised when a recieved (and/or transformed) record is missing key properties."""
-
-
-class InvalidInputLine(Exception):
-    """Raised when an input line is not a valid Singer message."""
+    """Raised when a received (and/or transformed) record is missing key properties."""
 
 
 class InvalidJSONSchema(Exception):
diff --git a/singer_sdk/helpers/_flattening.py b/singer_sdk/helpers/_flattening.py
index 145b76bb2..79ca50fdc 100644
--- a/singer_sdk/helpers/_flattening.py
+++ b/singer_sdk/helpers/_flattening.py
@@ -9,7 +9,8 @@
 from copy import deepcopy
 
 import inflection
-import simplejson as json
+
+from singer_sdk._singerlib.json import serialize_json
 
 DEFAULT_FLATTENING_SEPARATOR = "__"
 
@@ -435,7 +436,7 @@ def _flatten_record(
             items.append(
                 (
                     new_key,
-                    json.dumps(v, use_decimal=True, default=str)
+                    serialize_json(v)
                     if _should_jsondump_value(k, v, flattened_schema)
                     else v,
                 ),
diff --git a/singer_sdk/helpers/_util.py b/singer_sdk/helpers/_util.py
index 0e8250c2a..308fd7a30 100644
--- a/singer_sdk/helpers/_util.py
+++ b/singer_sdk/helpers/_util.py
@@ -3,10 +3,53 @@
 from __future__ import annotations
 
 import datetime
-import json
+import decimal
 import typing as t
 from pathlib import Path, PurePath
 
+import simplejson
+
+
+def dump_json(obj: t.Any, **kwargs: t.Any) -> str:  # noqa: ANN401
+    """Dump json data to a file.
+
+    Args:
+        obj: A Python object, usually a dict.
+        **kwargs: Optional key word arguments.
+
+    Returns:
+        A string of serialized json.
+
+    .. warning:: Do not use this function to serialize Singer messages or bulk data.
+                 Use the functions in ``singer_sdk._singerlib.json`` instead.
+    """
+    return simplejson.dumps(
+        obj,
+        use_decimal=True,
+        separators=(",", ":"),
+        **kwargs,
+    )
+
+
+def load_json(json_str: str, **kwargs: t.Any) -> dict:
+    """Load json data from a file.
+
+    Args:
+        json_str: A valid JSON string.
+        **kwargs: Optional key word arguments.
+
+    Returns:
+        A Python object, usually a dict.
+
+    .. warning:: Do not use this function to parse Singer messages or bulk data.
+                 Use the functions in ``singer_sdk._singerlib.json`` instead.
+    """
+    return simplejson.loads(  # type: ignore[no-any-return]
+        json_str,
+        parse_float=decimal.Decimal,
+        **kwargs,
+    )
+
 
 def read_json_file(path: PurePath | str) -> dict[str, t.Any]:
     """Read json file, throwing an error if missing."""
@@ -21,7 +64,7 @@ def read_json_file(path: PurePath | str) -> dict[str, t.Any]:
                 msg += f"\nFor more info, please see the sample template at: {template}"
         raise FileExistsError(msg)
 
-    return t.cast(dict, json.loads(Path(path).read_text(encoding="utf-8")))
+    return load_json(Path(path).read_text(encoding="utf-8"))
 
 
 def utc_now() -> datetime.datetime:
diff --git a/singer_sdk/io_base.py b/singer_sdk/io_base.py
index 2c5698e29..ddc933eb8 100644
--- a/singer_sdk/io_base.py
+++ b/singer_sdk/io_base.py
@@ -2,164 +2,4 @@
 
 from __future__ import annotations
 
-import abc
-import decimal
-import json
-import logging
-import sys
-import typing as t
-from collections import Counter, defaultdict
-
-from singer_sdk._singerlib.messages import Message, SingerMessageType
-from singer_sdk._singerlib.messages import format_message as singer_format_message
-from singer_sdk._singerlib.messages import write_message as singer_write_message
-from singer_sdk.exceptions import InvalidInputLine
-
-logger = logging.getLogger(__name__)
-
-
-class SingerReader(metaclass=abc.ABCMeta):
-    """Interface for all plugins reading Singer messages from stdin."""
-
-    @t.final
-    def listen(self, file_input: t.IO[str] | None = None) -> None:
-        """Read from input until all messages are processed.
-
-        Args:
-            file_input: Readable stream of messages. Defaults to standard in.
-
-        This method is internal to the SDK and should not need to be overridden.
-        """
-        if not file_input:
-            file_input = sys.stdin
-
-        self._process_lines(file_input)
-        self._process_endofpipe()
-
-    @staticmethod
-    def _assert_line_requires(line_dict: dict, requires: set[str]) -> None:
-        """Check if dictionary .
-
-        Args:
-            line_dict: TODO
-            requires: TODO
-
-        Raises:
-            InvalidInputLine: raised if any required keys are missing
-        """
-        if not requires.issubset(line_dict):
-            missing = requires - set(line_dict)
-            msg = f"Line is missing required {', '.join(missing)} key(s): {line_dict}"
-            raise InvalidInputLine(msg)
-
-    def deserialize_json(self, line: str) -> dict:  # noqa: PLR6301
-        """Deserialize a line of json.
-
-        Args:
-            line: A single line of json.
-
-        Returns:
-            A dictionary of the deserialized json.
-
-        Raises:
-            json.decoder.JSONDecodeError: raised if any lines are not valid json
-        """
-        try:
-            return json.loads(  # type: ignore[no-any-return]
-                line,
-                parse_float=decimal.Decimal,
-            )
-        except json.decoder.JSONDecodeError as exc:
-            logger.exception("Unable to parse:\n%s", line, exc_info=exc)
-            raise
-
-    def _process_lines(self, file_input: t.IO[str]) -> t.Counter[str]:
-        """Internal method to process jsonl lines from a Singer tap.
-
-        Args:
-            file_input: Readable stream of messages, each on a separate line.
-
-        Returns:
-            A counter object for the processed lines.
-        """
-        stats: dict[str, int] = defaultdict(int)
-        for line in file_input:
-            line_dict = self.deserialize_json(line)
-            self._assert_line_requires(line_dict, requires={"type"})
-
-            record_type: SingerMessageType = line_dict["type"]
-            if record_type == SingerMessageType.SCHEMA:
-                self._process_schema_message(line_dict)
-
-            elif record_type == SingerMessageType.RECORD:
-                self._process_record_message(line_dict)
-
-            elif record_type == SingerMessageType.ACTIVATE_VERSION:
-                self._process_activate_version_message(line_dict)
-
-            elif record_type == SingerMessageType.STATE:
-                self._process_state_message(line_dict)
-
-            elif record_type == SingerMessageType.BATCH:
-                self._process_batch_message(line_dict)
-
-            else:
-                self._process_unknown_message(line_dict)
-
-            stats[record_type] += 1
-
-        return Counter(**stats)
-
-    @abc.abstractmethod
-    def _process_schema_message(self, message_dict: dict) -> None: ...
-
-    @abc.abstractmethod
-    def _process_record_message(self, message_dict: dict) -> None: ...
-
-    @abc.abstractmethod
-    def _process_state_message(self, message_dict: dict) -> None: ...
-
-    @abc.abstractmethod
-    def _process_activate_version_message(self, message_dict: dict) -> None: ...
-
-    @abc.abstractmethod
-    def _process_batch_message(self, message_dict: dict) -> None: ...
-
-    def _process_unknown_message(self, message_dict: dict) -> None:  # noqa: PLR6301
-        """Internal method to process unknown message types from a Singer tap.
-
-        Args:
-            message_dict: Dictionary representation of the Singer message.
-
-        Raises:
-            ValueError: raised if a message type is not recognized
-        """
-        record_type = message_dict["type"]
-        msg = f"Unknown message type '{record_type}' in message."
-        raise ValueError(msg)
-
-    def _process_endofpipe(self) -> None:  # noqa: PLR6301
-        logger.debug("End of pipe reached")
-
-
-class SingerWriter:
-    """Interface for all plugins writting Singer messages to stdout."""
-
-    def format_message(self, message: Message) -> str:  # noqa: PLR6301
-        """Format a message as a JSON string.
-
-        Args:
-            message: The message to format.
-
-        Returns:
-            The formatted message.
-        """
-        return singer_format_message(message)
-
-    def write_message(self, message: Message) -> None:  # noqa: PLR6301
-        """Write a message to stdout.
-
-        Args:
-            message: The message to write.
-        """
-        singer_write_message(message)
+from singer_sdk._singerlib._encoding import *  # noqa: F403
diff --git a/singer_sdk/sinks/core.py b/singer_sdk/sinks/core.py
index a2f54c8ca..53533d58b 100644
--- a/singer_sdk/sinks/core.py
+++ b/singer_sdk/sinks/core.py
@@ -6,7 +6,6 @@
 import copy
 import datetime
 import importlib.util
-import json
 import time
 import typing as t
 from functools import cached_property
@@ -17,6 +16,7 @@
 import jsonschema
 from typing_extensions import override
 
+from singer_sdk._singerlib.json import deserialize_json
 from singer_sdk.exceptions import (
     InvalidJSONSchema,
     InvalidRecord,
@@ -714,7 +714,9 @@ def process_batch_files(
                     context_file = (
                         gzip_open(file) if encoding.compression == "gzip" else file
                     )
-                    context = {"records": [json.loads(line) for line in context_file]}  # type: ignore[attr-defined]
+                    context = {
+                        "records": [deserialize_json(line) for line in context_file]  # type: ignore[attr-defined]
+                    }
                     self.process_batch(context)
             elif (
                 importlib.util.find_spec("pyarrow")
diff --git a/singer_sdk/tap_base.py b/singer_sdk/tap_base.py
index d8fb75a8f..d69fa5f38 100644
--- a/singer_sdk/tap_base.py
+++ b/singer_sdk/tap_base.py
@@ -4,7 +4,6 @@
 
 import abc
 import contextlib
-import json
 import typing as t
 from enum import Enum
 
@@ -20,7 +19,7 @@
 from singer_sdk.helpers import _state
 from singer_sdk.helpers._classproperty import classproperty
 from singer_sdk.helpers._state import write_stream_state
-from singer_sdk.helpers._util import read_json_file
+from singer_sdk.helpers._util import dump_json, read_json_file
 from singer_sdk.helpers.capabilities import (
     BATCH_CONFIG,
     CapabilitiesEnum,
@@ -312,7 +311,7 @@ def catalog_json_text(self) -> str:
         Returns:
             The tap's catalog as formatted JSON text.
         """
-        return json.dumps(self.catalog_dict, indent=2)
+        return dump_json(self.catalog_dict, indent=2)
 
     @property
     def _singer_catalog(self) -> Catalog:
diff --git a/tests/_singerlib/test_messages.py b/tests/_singerlib/test_messages.py
index 491573545..f9cd73bbe 100644
--- a/tests/_singerlib/test_messages.py
+++ b/tests/_singerlib/test_messages.py
@@ -8,7 +8,6 @@
 from pytz import timezone
 
 import singer_sdk._singerlib as singer
-from singer_sdk.io_base import SingerWriter
 
 UTC = datetime.timezone.utc
 
@@ -19,24 +18,22 @@ def test_exclude_null_dict():
 
 
 def test_format_message():
-    singerwriter = SingerWriter()
     message = singer.RecordMessage(
         stream="test",
         record={"id": 1, "name": "test"},
     )
-    assert singerwriter.format_message(message) == (
+    assert singer.format_message(message) == (
         '{"type":"RECORD","stream":"test","record":{"id":1,"name":"test"}}'
     )
 
 
 def test_write_message():
-    singerwriter = SingerWriter()
     message = singer.RecordMessage(
         stream="test",
         record={"id": 1, "name": "test"},
     )
     with redirect_stdout(io.StringIO()) as out:
-        singerwriter.write_message(message)
+        singer.write_message(message)
 
     assert out.getvalue() == (
         '{"type":"RECORD","stream":"test","record":{"id":1,"name":"test"}}\n'
@@ -96,6 +93,21 @@ def test_record_message_time_extracted_to_utc():
     assert record.time_extracted == datetime.datetime(2021, 1, 1, 9, tzinfo=UTC)
 
 
+def test_record_message_with_version():
+    record = singer.RecordMessage(
+        stream="test",
+        record={"id": 1, "name": "test"},
+        version=1614556800,
+    )
+    assert record.version == 1614556800
+    assert record.to_dict() == {
+        "type": "RECORD",
+        "stream": "test",
+        "record": {"id": 1, "name": "test"},
+        "version": 1614556800,
+    }
+
+
 def test_schema_message():
     schema = singer.SchemaMessage(
         stream="test",
diff --git a/tests/core/test_flattening.py b/tests/core/test_flattening.py
index 73169eab3..1e0466986 100644
--- a/tests/core/test_flattening.py
+++ b/tests/core/test_flattening.py
@@ -20,7 +20,7 @@
             {
                 "key_1": 1,
                 "key_2__key_3": "value",
-                "key_2__key_4": '{"key_5": 1, "key_6": ["a", "b"]}',
+                "key_2__key_4": '{"key_5":1,"key_6":["a","b"]}',
             },
             id="flattened schema limiting the max level",
         ),
@@ -38,7 +38,7 @@
                 "key_1": 1,
                 "key_2__key_3": "value",
                 "key_2__key_4__key_5": 1,
-                "key_2__key_4__key_6": '["a", "b"]',
+                "key_2__key_4__key_6": '["a","b"]',
             },
             id="flattened schema not limiting the max level",
         ),
@@ -55,7 +55,7 @@
             {
                 "key_1": 1,
                 "key_2__key_3": "value",
-                "key_2__key_4": '{"key_5": 1, "key_6": ["a", "b"]}',
+                "key_2__key_4": '{"key_5":1,"key_6":["a","b"]}',
             },
             id="max level limiting flattened schema",
         ),
diff --git a/tests/core/test_io.py b/tests/core/test_io.py
index 0fcce614b..a48a785df 100644
--- a/tests/core/test_io.py
+++ b/tests/core/test_io.py
@@ -3,13 +3,16 @@
 from __future__ import annotations
 
 import decimal
+import io
 import itertools
 import json
-from contextlib import nullcontext
+from contextlib import nullcontext, redirect_stdout
+from textwrap import dedent
 
 import pytest
 
 from singer_sdk._singerlib import RecordMessage
+from singer_sdk._singerlib.exceptions import InvalidInputLine
 from singer_sdk.io_base import SingerReader, SingerWriter
 
 
@@ -36,7 +39,7 @@ def _process_state_message(self, message_dict: dict) -> None:
         pytest.param(
             "not-valid-json",
             None,
-            pytest.raises(json.decoder.JSONDecodeError),
+            pytest.raises(InvalidInputLine),
             id="unparsable",
         ),
         pytest.param(
@@ -57,6 +60,43 @@ def test_deserialize(line, expected, exception):
         assert reader.deserialize_json(line) == expected
 
 
+def test_listen():
+    reader = DummyReader()
+    input_lines = io.StringIO(
+        dedent("""\
+        {"type": "SCHEMA", "stream": "users", "schema": {"type": "object", "properties": {"id": {"type": "integer"}, "value": {"type": "number"}}}}
+        {"type": "RECORD", "stream": "users", "record": {"id": 1, "value": 1.23}}
+        {"type": "RECORD", "stream": "users", "record": {"id": 2, "value": 2.34}}
+        {"type": "STATE", "value": {"bookmarks": {"users": {"id": 2}}}}
+        {"type": "SCHEMA", "stream": "batches", "schema": {"type": "object", "properties": {"id": {"type": "integer"}, "value": {"type": "number"}}}}
+        {"type": "BATCH", "stream": "batches", "encoding": {"format": "jsonl", "compression": "gzip"}, "manifest": ["file1.jsonl.gz", "file2.jsonl.gz"]}
+        {"type": "STATE", "value": {"bookmarks": {"users": {"id": 2}, "batches": {"id": 1000000}}}}
+    """)  # noqa: E501
+    )
+    reader.listen(input_lines)
+
+
+def test_listen_unknown_message():
+    reader = DummyReader()
+    input_lines = io.StringIO('{"type": "UNKNOWN"}\n')
+    with pytest.raises(ValueError, match="Unknown message type"):
+        reader.listen(input_lines)
+
+
+def test_write_message():
+    writer = SingerWriter()
+    message = RecordMessage(
+        stream="test",
+        record={"id": 1, "name": "test"},
+    )
+    with redirect_stdout(io.StringIO()) as out:
+        writer.write_message(message)
+
+    assert out.getvalue() == (
+        '{"type":"RECORD","stream":"test","record":{"id":1,"name":"test"}}\n'
+    )
+
+
 # Benchmark Tests
 
 
diff --git a/tests/snapshots/mapped_stream/flatten_all.jsonl b/tests/snapshots/mapped_stream/flatten_all.jsonl
index 21504a38f..79f981ac5 100644
--- a/tests/snapshots/mapped_stream/flatten_all.jsonl
+++ b/tests/snapshots/mapped_stream/flatten_all.jsonl
@@ -1,6 +1,6 @@
 {"type":"STATE","value":{}}
 {"type":"SCHEMA","stream":"mystream","schema":{"properties":{"email":{"type":["string","null"]},"count":{"type":["integer","null"]},"user__id":{"type":["integer","null"]},"user__sub__num":{"type":["integer","null"]},"user__sub__custom_obj":{"type":["string","null"]},"user__some_numbers":{"type":["string","null"]}},"type":"object"},"key_properties":[]}
-{"type":"RECORD","stream":"mystream","record":{"email":"alice@example.com","count":21,"user__id":1,"user__sub__num":1,"user__sub__custom_obj":"obj-hello","user__some_numbers":"[3.14, 2.718]"},"time_extracted":"2022-01-01T00:00:00+00:00"}
-{"type":"RECORD","stream":"mystream","record":{"email":"bob@example.com","count":13,"user__id":2,"user__sub__num":2,"user__sub__custom_obj":"obj-world","user__some_numbers":"[10.32, 1.618]"},"time_extracted":"2022-01-01T00:00:00+00:00"}
-{"type":"RECORD","stream":"mystream","record":{"email":"charlie@example.com","count":19,"user__id":3,"user__sub__num":3,"user__sub__custom_obj":"obj-hello","user__some_numbers":"[1.414, 1.732]"},"time_extracted":"2022-01-01T00:00:00+00:00"}
+{"type":"RECORD","stream":"mystream","record":{"email":"alice@example.com","count":21,"user__id":1,"user__sub__num":1,"user__sub__custom_obj":"obj-hello","user__some_numbers":"[3.14,2.718]"},"time_extracted":"2022-01-01T00:00:00+00:00"}
+{"type":"RECORD","stream":"mystream","record":{"email":"bob@example.com","count":13,"user__id":2,"user__sub__num":2,"user__sub__custom_obj":"obj-world","user__some_numbers":"[10.32,1.618]"},"time_extracted":"2022-01-01T00:00:00+00:00"}
+{"type":"RECORD","stream":"mystream","record":{"email":"charlie@example.com","count":19,"user__id":3,"user__sub__num":3,"user__sub__custom_obj":"obj-hello","user__some_numbers":"[1.414,1.732]"},"time_extracted":"2022-01-01T00:00:00+00:00"}
 {"type":"STATE","value":{"bookmarks":{"mystream":{}}}}
diff --git a/tests/snapshots/mapped_stream/flatten_depth_1.jsonl b/tests/snapshots/mapped_stream/flatten_depth_1.jsonl
index 317008dd8..4dd18f86d 100644
--- a/tests/snapshots/mapped_stream/flatten_depth_1.jsonl
+++ b/tests/snapshots/mapped_stream/flatten_depth_1.jsonl
@@ -1,6 +1,6 @@
 {"type":"STATE","value":{}}
 {"type":"SCHEMA","stream":"mystream","schema":{"properties":{"email":{"type":["string","null"]},"count":{"type":["integer","null"]},"user__id":{"type":["integer","null"]},"user__sub":{"type":["string","null"]},"user__some_numbers":{"type":["string","null"]}},"type":"object"},"key_properties":[]}
-{"type":"RECORD","stream":"mystream","record":{"email":"alice@example.com","count":21,"user__id":1,"user__sub":"{\"num\": 1, \"custom_obj\": \"obj-hello\"}","user__some_numbers":"[3.14, 2.718]"},"time_extracted":"2022-01-01T00:00:00+00:00"}
-{"type":"RECORD","stream":"mystream","record":{"email":"bob@example.com","count":13,"user__id":2,"user__sub":"{\"num\": 2, \"custom_obj\": \"obj-world\"}","user__some_numbers":"[10.32, 1.618]"},"time_extracted":"2022-01-01T00:00:00+00:00"}
-{"type":"RECORD","stream":"mystream","record":{"email":"charlie@example.com","count":19,"user__id":3,"user__sub":"{\"num\": 3, \"custom_obj\": \"obj-hello\"}","user__some_numbers":"[1.414, 1.732]"},"time_extracted":"2022-01-01T00:00:00+00:00"}
+{"type":"RECORD","stream":"mystream","record":{"email":"alice@example.com","count":21,"user__id":1,"user__sub":"{\"num\":1,\"custom_obj\":\"obj-hello\"}","user__some_numbers":"[3.14,2.718]"},"time_extracted":"2022-01-01T00:00:00+00:00"}
+{"type":"RECORD","stream":"mystream","record":{"email":"bob@example.com","count":13,"user__id":2,"user__sub":"{\"num\":2,\"custom_obj\":\"obj-world\"}","user__some_numbers":"[10.32,1.618]"},"time_extracted":"2022-01-01T00:00:00+00:00"}
+{"type":"RECORD","stream":"mystream","record":{"email":"charlie@example.com","count":19,"user__id":3,"user__sub":"{\"num\":3,\"custom_obj\":\"obj-hello\"}","user__some_numbers":"[1.414,1.732]"},"time_extracted":"2022-01-01T00:00:00+00:00"}
 {"type":"STATE","value":{"bookmarks":{"mystream":{}}}}
diff --git a/tests/snapshots/mapped_stream/map_and_flatten.jsonl b/tests/snapshots/mapped_stream/map_and_flatten.jsonl
index 89397a046..5bc3b7f42 100644
--- a/tests/snapshots/mapped_stream/map_and_flatten.jsonl
+++ b/tests/snapshots/mapped_stream/map_and_flatten.jsonl
@@ -1,6 +1,6 @@
 {"type":"STATE","value":{}}
 {"type":"SCHEMA","stream":"mystream","schema":{"properties":{"email":{"type":["string","null"]},"count":{"type":["integer","null"]},"user__id":{"type":["integer","null"]},"user__sub__num":{"type":["integer","null"]},"user__sub__custom_obj":{"type":["string","null"]},"user__some_numbers":{"type":["string","null"]},"email_hash":{"type":["string","null"]}},"type":"object"},"key_properties":["email_hash"]}
-{"type":"RECORD","stream":"mystream","record":{"email":"alice@example.com","count":21,"user__id":1,"user__sub__num":1,"user__sub__custom_obj":"obj-hello","user__some_numbers":"[3.14, 2.718]","email_hash":"c160f8cc69a4f0bf2b0362752353d060"},"time_extracted":"2022-01-01T00:00:00+00:00"}
-{"type":"RECORD","stream":"mystream","record":{"email":"bob@example.com","count":13,"user__id":2,"user__sub__num":2,"user__sub__custom_obj":"obj-world","user__some_numbers":"[10.32, 1.618]","email_hash":"4b9bb80620f03eb3719e0a061c14283d"},"time_extracted":"2022-01-01T00:00:00+00:00"}
-{"type":"RECORD","stream":"mystream","record":{"email":"charlie@example.com","count":19,"user__id":3,"user__sub__num":3,"user__sub__custom_obj":"obj-hello","user__some_numbers":"[1.414, 1.732]","email_hash":"426b189df1e2f359efe6ee90f2d2030f"},"time_extracted":"2022-01-01T00:00:00+00:00"}
+{"type":"RECORD","stream":"mystream","record":{"email":"alice@example.com","count":21,"user__id":1,"user__sub__num":1,"user__sub__custom_obj":"obj-hello","user__some_numbers":"[3.14,2.718]","email_hash":"c160f8cc69a4f0bf2b0362752353d060"},"time_extracted":"2022-01-01T00:00:00+00:00"}
+{"type":"RECORD","stream":"mystream","record":{"email":"bob@example.com","count":13,"user__id":2,"user__sub__num":2,"user__sub__custom_obj":"obj-world","user__some_numbers":"[10.32,1.618]","email_hash":"4b9bb80620f03eb3719e0a061c14283d"},"time_extracted":"2022-01-01T00:00:00+00:00"}
+{"type":"RECORD","stream":"mystream","record":{"email":"charlie@example.com","count":19,"user__id":3,"user__sub__num":3,"user__sub__custom_obj":"obj-hello","user__some_numbers":"[1.414,1.732]","email_hash":"426b189df1e2f359efe6ee90f2d2030f"},"time_extracted":"2022-01-01T00:00:00+00:00"}
 {"type":"STATE","value":{"bookmarks":{"mystream":{}}}}

From 32c059bfd3de23705e70fb44be3278c931383832 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Edgar=20Ram=C3=ADrez=20Mondrag=C3=B3n?=
 <16805946+edgarrmondragon@users.noreply.github.com>
Date: Tue, 16 Jul 2024 19:07:48 -0600
Subject: [PATCH 38/77] refactor: Implement abstract `serialize_message` for
 Singer writers (#2540)

---
 singer_sdk/_singerlib/_encoding/simple.py     |  65 -------
 .../{_encoding => encoding}/__init__.py       |   4 +-
 singer_sdk/_singerlib/encoding/_base.py       | 161 ++++++++++++++++++
 .../base.py => encoding/_simple.py}           | 160 ++++-------------
 singer_sdk/_singerlib/messages.py             |   6 +-
 singer_sdk/io_base.py                         |   2 +-
 6 files changed, 198 insertions(+), 200 deletions(-)
 delete mode 100644 singer_sdk/_singerlib/_encoding/simple.py
 rename singer_sdk/_singerlib/{_encoding => encoding}/__init__.py (57%)
 create mode 100644 singer_sdk/_singerlib/encoding/_base.py
 rename singer_sdk/_singerlib/{_encoding/base.py => encoding/_simple.py} (52%)

diff --git a/singer_sdk/_singerlib/_encoding/simple.py b/singer_sdk/_singerlib/_encoding/simple.py
deleted file mode 100644
index 636a8f981..000000000
--- a/singer_sdk/_singerlib/_encoding/simple.py
+++ /dev/null
@@ -1,65 +0,0 @@
-from __future__ import annotations
-
-import json
-import logging
-import sys
-import typing as t
-
-from singer_sdk._singerlib.exceptions import InvalidInputLine
-from singer_sdk._singerlib.json import deserialize_json, serialize_json
-
-from .base import GenericSingerReader, GenericSingerWriter
-
-if t.TYPE_CHECKING:
-    from singer_sdk._singerlib.messages import Message
-
-logger = logging.getLogger(__name__)
-
-
-class SingerReader(GenericSingerReader[str]):
-    """Base class for all plugins reading Singer messages as strings from stdin."""
-
-    default_input = sys.stdin
-
-    def deserialize_json(self, line: str) -> dict:  # noqa: PLR6301
-        """Deserialize a line of json.
-
-        Args:
-            line: A single line of json.
-
-        Returns:
-            A dictionary of the deserialized json.
-
-        Raises:
-            InvalidInputLine: If the line is not valid JSON.
-        """
-        try:
-            return deserialize_json(line)
-        except json.decoder.JSONDecodeError as exc:
-            logger.exception("Unable to parse:\n%s", line)
-            msg = f"Unable to parse line as JSON: {line}"
-            raise InvalidInputLine(msg) from exc
-
-
-class SingerWriter(GenericSingerWriter[str]):
-    """Interface for all plugins writing Singer messages to stdout."""
-
-    def serialize_json(self, obj: object) -> str:  # noqa: PLR6301
-        """Serialize a dictionary into a line of json.
-
-        Args:
-            obj: A Python object usually a dict.
-
-        Returns:
-            A string of serialized json.
-        """
-        return serialize_json(obj)
-
-    def write_message(self, message: Message) -> None:
-        """Write a message to stdout.
-
-        Args:
-            message: The message to write.
-        """
-        sys.stdout.write(self.format_message(message) + "\n")
-        sys.stdout.flush()
diff --git a/singer_sdk/_singerlib/_encoding/__init__.py b/singer_sdk/_singerlib/encoding/__init__.py
similarity index 57%
rename from singer_sdk/_singerlib/_encoding/__init__.py
rename to singer_sdk/_singerlib/encoding/__init__.py
index 7819a1452..2d64c54dc 100644
--- a/singer_sdk/_singerlib/_encoding/__init__.py
+++ b/singer_sdk/_singerlib/encoding/__init__.py
@@ -1,7 +1,7 @@
 from __future__ import annotations
 
-from .base import GenericSingerReader, GenericSingerWriter, SingerMessageType
-from .simple import SingerReader, SingerWriter
+from ._base import GenericSingerReader, GenericSingerWriter, SingerMessageType
+from ._simple import SingerReader, SingerWriter
 
 __all__ = [
     "GenericSingerReader",
diff --git a/singer_sdk/_singerlib/encoding/_base.py b/singer_sdk/_singerlib/encoding/_base.py
new file mode 100644
index 000000000..62793776b
--- /dev/null
+++ b/singer_sdk/_singerlib/encoding/_base.py
@@ -0,0 +1,161 @@
+"""Abstract base classes for all Singer messages IO operations."""
+
+from __future__ import annotations
+
+import abc
+import enum
+import logging
+import sys
+import typing as t
+from collections import Counter, defaultdict
+
+from singer_sdk._singerlib import exceptions
+
+if sys.version_info < (3, 11):
+    from backports.datetime_fromisoformat import MonkeyPatch
+
+    MonkeyPatch.patch_fromisoformat()
+
+logger = logging.getLogger(__name__)
+
+
+# TODO: Use to default to 'str' here
+# https://peps.python.org/pep-0696/
+T = t.TypeVar("T", str, bytes)
+M = t.TypeVar("M")
+
+
+class SingerMessageType(str, enum.Enum):
+    """Singer specification message types."""
+
+    RECORD = "RECORD"
+    SCHEMA = "SCHEMA"
+    STATE = "STATE"
+    ACTIVATE_VERSION = "ACTIVATE_VERSION"
+    BATCH = "BATCH"
+
+
+class GenericSingerReader(t.Generic[T], metaclass=abc.ABCMeta):
+    """Interface for all plugins reading Singer messages as strings or bytes."""
+
+    @t.final
+    def listen(self, file_input: t.IO[T] | None = None) -> None:
+        """Read from input until all messages are processed.
+
+        Args:
+            file_input: Readable stream of messages. Defaults to standard in.
+        """
+        self._process_lines(file_input or self.default_input)
+        self._process_endofpipe()
+
+    def _process_lines(self, file_input: t.IO[T]) -> t.Counter[str]:
+        """Internal method to process jsonl lines from a Singer tap.
+
+        Args:
+            file_input: Readable stream of messages, each on a separate line.
+
+        Returns:
+            A counter object for the processed lines.
+        """
+        stats: dict[str, int] = defaultdict(int)
+        for line in file_input:
+            line_dict = self.deserialize_json(line)
+            self._assert_line_requires(line_dict, requires={"type"})
+
+            record_type: SingerMessageType = line_dict["type"]
+            if record_type == SingerMessageType.SCHEMA:
+                self._process_schema_message(line_dict)
+
+            elif record_type == SingerMessageType.RECORD:
+                self._process_record_message(line_dict)
+
+            elif record_type == SingerMessageType.ACTIVATE_VERSION:
+                self._process_activate_version_message(line_dict)
+
+            elif record_type == SingerMessageType.STATE:
+                self._process_state_message(line_dict)
+
+            elif record_type == SingerMessageType.BATCH:
+                self._process_batch_message(line_dict)
+
+            else:
+                self._process_unknown_message(line_dict)
+
+            stats[record_type] += 1
+
+        return Counter(**stats)
+
+    @property
+    @abc.abstractmethod
+    def default_input(self) -> t.IO[T]: ...
+
+    @staticmethod
+    def _assert_line_requires(line_dict: dict, requires: set[str]) -> None:
+        """Check if dictionary .
+
+        Args:
+            line_dict: TODO
+            requires: TODO
+
+        Raises:
+            InvalidInputLine: raised if any required keys are missing
+        """
+        if not requires.issubset(line_dict):
+            missing = requires - set(line_dict)
+            msg = f"Line is missing required {', '.join(missing)} key(s): {line_dict}"
+            raise exceptions.InvalidInputLine(msg)
+
+    @abc.abstractmethod
+    def deserialize_json(self, line: T) -> dict: ...
+
+    @abc.abstractmethod
+    def _process_schema_message(self, message_dict: dict) -> None: ...
+
+    @abc.abstractmethod
+    def _process_record_message(self, message_dict: dict) -> None: ...
+
+    @abc.abstractmethod
+    def _process_state_message(self, message_dict: dict) -> None: ...
+
+    @abc.abstractmethod
+    def _process_activate_version_message(self, message_dict: dict) -> None: ...
+
+    @abc.abstractmethod
+    def _process_batch_message(self, message_dict: dict) -> None: ...
+
+    def _process_unknown_message(self, message_dict: dict) -> None:  # noqa: PLR6301
+        """Internal method to process unknown message types from a Singer tap.
+
+        Args:
+            message_dict: Dictionary representation of the Singer message.
+
+        Raises:
+            ValueError: raised if a message type is not recognized
+        """
+        record_type = message_dict["type"]
+        msg = f"Unknown message type '{record_type}' in message."
+        raise ValueError(msg)
+
+    def _process_endofpipe(self) -> None:  # noqa: PLR6301
+        logger.debug("End of pipe reached")
+
+
+class GenericSingerWriter(t.Generic[T, M], metaclass=abc.ABCMeta):
+    """Interface for all plugins writing Singer messages as strings or bytes."""
+
+    def format_message(self, message: M) -> T:
+        """Format a message as a JSON string.
+
+        Args:
+            message: The message to format.
+
+        Returns:
+            The formatted message.
+        """
+        return self.serialize_message(message)
+
+    @abc.abstractmethod
+    def serialize_message(self, message: M) -> T: ...
+
+    @abc.abstractmethod
+    def write_message(self, message: M) -> None: ...
diff --git a/singer_sdk/_singerlib/_encoding/base.py b/singer_sdk/_singerlib/encoding/_simple.py
similarity index 52%
rename from singer_sdk/_singerlib/_encoding/base.py
rename to singer_sdk/_singerlib/encoding/_simple.py
index 798a4f6dd..5bfb242fb 100644
--- a/singer_sdk/_singerlib/_encoding/base.py
+++ b/singer_sdk/_singerlib/encoding/_simple.py
@@ -1,41 +1,20 @@
-"""Abstract base classes for all Singer messages IO operations."""
-
 from __future__ import annotations
 
-import abc
-import enum
+import json
 import logging
 import sys
 import typing as t
-from collections import Counter, defaultdict
 from dataclasses import asdict, dataclass, field
 from datetime import datetime, timezone
 
-from singer_sdk._singerlib import exceptions
-
-if sys.version_info < (3, 11):
-    from backports.datetime_fromisoformat import MonkeyPatch
+from singer_sdk._singerlib.exceptions import InvalidInputLine
+from singer_sdk._singerlib.json import deserialize_json, serialize_json
 
-    MonkeyPatch.patch_fromisoformat()
+from ._base import GenericSingerReader, GenericSingerWriter, SingerMessageType
 
 logger = logging.getLogger(__name__)
 
 
-# TODO: Use to default to 'str' here
-# https://peps.python.org/pep-0696/
-T = t.TypeVar("T", str, bytes)
-
-
-class SingerMessageType(str, enum.Enum):
-    """Singer specification message types."""
-
-    RECORD = "RECORD"
-    SCHEMA = "SCHEMA"
-    STATE = "STATE"
-    ACTIVATE_VERSION = "ACTIVATE_VERSION"
-    BATCH = "BATCH"
-
-
 def exclude_null_dict(pairs: list[tuple[str, t.Any]]) -> dict[str, t.Any]:
     """Exclude null values from a dictionary.
 
@@ -215,127 +194,50 @@ def __post_init__(self) -> None:
         self.type = SingerMessageType.ACTIVATE_VERSION
 
 
-class GenericSingerReader(t.Generic[T], metaclass=abc.ABCMeta):
-    """Interface for all plugins reading Singer messages as strings or bytes."""
+class SingerReader(GenericSingerReader[str]):
+    """Base class for all plugins reading Singer messages as strings from stdin."""
 
-    @t.final
-    def listen(self, file_input: t.IO[T] | None = None) -> None:
-        """Read from input until all messages are processed.
-
-        Args:
-            file_input: Readable stream of messages. Defaults to standard in.
-        """
-        self._process_lines(file_input or self.default_input)
-        self._process_endofpipe()
+    default_input = sys.stdin
 
-    def _process_lines(self, file_input: t.IO[T]) -> t.Counter[str]:
-        """Internal method to process jsonl lines from a Singer tap.
+    def deserialize_json(self, line: str) -> dict:  # noqa: PLR6301
+        """Deserialize a line of json.
 
         Args:
-            file_input: Readable stream of messages, each on a separate line.
+            line: A single line of json.
 
         Returns:
-            A counter object for the processed lines.
-        """
-        stats: dict[str, int] = defaultdict(int)
-        for line in file_input:
-            line_dict = self.deserialize_json(line)
-            self._assert_line_requires(line_dict, requires={"type"})
-
-            record_type: SingerMessageType = line_dict["type"]
-            if record_type == SingerMessageType.SCHEMA:
-                self._process_schema_message(line_dict)
-
-            elif record_type == SingerMessageType.RECORD:
-                self._process_record_message(line_dict)
-
-            elif record_type == SingerMessageType.ACTIVATE_VERSION:
-                self._process_activate_version_message(line_dict)
-
-            elif record_type == SingerMessageType.STATE:
-                self._process_state_message(line_dict)
-
-            elif record_type == SingerMessageType.BATCH:
-                self._process_batch_message(line_dict)
-
-            else:
-                self._process_unknown_message(line_dict)
-
-            stats[record_type] += 1
-
-        return Counter(**stats)
-
-    @property
-    @abc.abstractmethod
-    def default_input(self) -> t.IO[T]: ...
-
-    @staticmethod
-    def _assert_line_requires(line_dict: dict, requires: set[str]) -> None:
-        """Check if dictionary .
-
-        Args:
-            line_dict: TODO
-            requires: TODO
+            A dictionary of the deserialized json.
 
         Raises:
-            InvalidInputLine: raised if any required keys are missing
+            InvalidInputLine: If the line is not valid JSON.
         """
-        if not requires.issubset(line_dict):
-            missing = requires - set(line_dict)
-            msg = f"Line is missing required {', '.join(missing)} key(s): {line_dict}"
-            raise exceptions.InvalidInputLine(msg)
-
-    @abc.abstractmethod
-    def deserialize_json(self, line: T) -> dict: ...
-
-    @abc.abstractmethod
-    def _process_schema_message(self, message_dict: dict) -> None: ...
-
-    @abc.abstractmethod
-    def _process_record_message(self, message_dict: dict) -> None: ...
-
-    @abc.abstractmethod
-    def _process_state_message(self, message_dict: dict) -> None: ...
+        try:
+            return deserialize_json(line)
+        except json.decoder.JSONDecodeError as exc:
+            logger.exception("Unable to parse:\n%s", line)
+            msg = f"Unable to parse line as JSON: {line}"
+            raise InvalidInputLine(msg) from exc
 
-    @abc.abstractmethod
-    def _process_activate_version_message(self, message_dict: dict) -> None: ...
 
-    @abc.abstractmethod
-    def _process_batch_message(self, message_dict: dict) -> None: ...
+class SingerWriter(GenericSingerWriter[str, Message]):
+    """Interface for all plugins writing Singer messages to stdout."""
 
-    def _process_unknown_message(self, message_dict: dict) -> None:  # noqa: PLR6301
-        """Internal method to process unknown message types from a Singer tap.
+    def serialize_message(self, message: Message) -> str:  # noqa: PLR6301
+        """Serialize a dictionary into a line of json.
 
         Args:
-            message_dict: Dictionary representation of the Singer message.
+            message: A Singer message object.
 
-        Raises:
-            ValueError: raised if a message type is not recognized
+        Returns:
+            A string of serialized json.
         """
-        record_type = message_dict["type"]
-        msg = f"Unknown message type '{record_type}' in message."
-        raise ValueError(msg)
-
-    def _process_endofpipe(self) -> None:  # noqa: PLR6301
-        logger.debug("End of pipe reached")
-
-
-class GenericSingerWriter(t.Generic[T], metaclass=abc.ABCMeta):
-    """Interface for all plugins writing Singer messages as strings or bytes."""
+        return serialize_json(message.to_dict())
 
-    def format_message(self, message: Message) -> T:
-        """Format a message as a JSON string.
+    def write_message(self, message: Message) -> None:
+        """Write a message to stdout.
 
         Args:
-            message: The message to format.
-
-        Returns:
-            The formatted message.
+            message: The message to write.
         """
-        return self.serialize_json(message.to_dict())
-
-    @abc.abstractmethod
-    def serialize_json(self, obj: object) -> T: ...
-
-    @abc.abstractmethod
-    def write_message(self, message: Message) -> None: ...
+        sys.stdout.write(self.format_message(message) + "\n")
+        sys.stdout.flush()
diff --git a/singer_sdk/_singerlib/messages.py b/singer_sdk/_singerlib/messages.py
index b08739126..640219de6 100644
--- a/singer_sdk/_singerlib/messages.py
+++ b/singer_sdk/_singerlib/messages.py
@@ -2,13 +2,13 @@
 
 from __future__ import annotations
 
-from singer_sdk._singerlib._encoding import SingerWriter
-from singer_sdk._singerlib._encoding.base import (
+from .encoding import SingerWriter
+from .encoding._base import SingerMessageType
+from .encoding._simple import (
     ActivateVersionMessage,
     Message,
     RecordMessage,
     SchemaMessage,
-    SingerMessageType,
     StateMessage,
     exclude_null_dict,
 )
diff --git a/singer_sdk/io_base.py b/singer_sdk/io_base.py
index ddc933eb8..f9041beea 100644
--- a/singer_sdk/io_base.py
+++ b/singer_sdk/io_base.py
@@ -2,4 +2,4 @@
 
 from __future__ import annotations
 
-from singer_sdk._singerlib._encoding import *  # noqa: F403
+from singer_sdk._singerlib.encoding import *  # noqa: F403

From b566a5b11392550753d39e475eaaf9cbdcf4d89c Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Edgar=20Ram=C3=ADrez=20Mondrag=C3=B3n?=
 <16805946+edgarrmondragon@users.noreply.github.com>
Date: Wed, 17 Jul 2024 10:02:45 -0600
Subject: [PATCH 39/77] chore: Bump docs dependencies (#2544)

---
 .readthedocs.yml |   2 +-
 noxfile.py       |   2 +-
 poetry.lock      | 116 +++++++++++++----------------------------------
 pyproject.toml   |  17 +++----
 4 files changed, 40 insertions(+), 97 deletions(-)

diff --git a/.readthedocs.yml b/.readthedocs.yml
index decc69828..3b35af1b7 100644
--- a/.readthedocs.yml
+++ b/.readthedocs.yml
@@ -3,7 +3,7 @@ version: 2
 build:
   os: ubuntu-22.04
   tools:
-    python: "3.11"
+    python: "3.12"
 
 sphinx:
   builder: html
diff --git a/noxfile.py b/noxfile.py
index 0b47fa639..d0d5fbd89 100644
--- a/noxfile.py
+++ b/noxfile.py
@@ -186,7 +186,7 @@ def docs_serve(session: Session) -> None:
         "build",
         "-W",
     ]
-    session.install(".[docs]")
+    session.install(".[docs]", "sphinx-autobuild")
 
     build_dir = Path("build")
     if build_dir.exists():
diff --git a/poetry.lock b/poetry.lock
index 4cea6f749..92ea330cd 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -2,13 +2,13 @@
 
 [[package]]
 name = "alabaster"
-version = "0.7.13"
-description = "A configurable sidebar-enabled Sphinx theme"
+version = "0.7.16"
+description = "A light, configurable Sphinx theme"
 optional = true
-python-versions = ">=3.6"
+python-versions = ">=3.9"
 files = [
-    {file = "alabaster-0.7.13-py3-none-any.whl", hash = "sha256:1ee19aca801bbabb5ba3f5f258e4422dfa86f82f3e9cefb0859b283cdd7f62a3"},
-    {file = "alabaster-0.7.13.tar.gz", hash = "sha256:a27a4a084d5e690e16e01e03ad2b2e552c61a65469419b907243193de1a84ae2"},
+    {file = "alabaster-0.7.16-py3-none-any.whl", hash = "sha256:b46733c07dce03ae4e150330b975c75737fa60f0a7c591b6c8bf4928a28e2c92"},
+    {file = "alabaster-0.7.16.tar.gz", hash = "sha256:75a8b99c28a5dad50dd7f8ccdd447a121ddb3892da9e53d1ca5cca3106d58d65"},
 ]
 
 [[package]]
@@ -52,9 +52,6 @@ files = [
     {file = "babel-2.15.0.tar.gz", hash = "sha256:8daf0e265d05768bc6c7a314cf1321e9a123afc328cc635c18622a2f30a04413"},
 ]
 
-[package.dependencies]
-pytz = {version = ">=2015.7", markers = "python_version < \"3.9\""}
-
 [package.extras]
 dev = ["freezegun (>=1.0,<2.0)", "pytest (>=6.0)", "pytest-cov"]
 
@@ -979,20 +976,6 @@ files = [
 importlib-resources = {version = ">=1.4.0", markers = "python_version < \"3.9\""}
 referencing = ">=0.31.0"
 
-[[package]]
-name = "livereload"
-version = "2.7.0"
-description = "Python LiveReload is an awesome tool for web developers"
-optional = true
-python-versions = ">=3.7"
-files = [
-    {file = "livereload-2.7.0-py3-none-any.whl", hash = "sha256:19bee55aff51d5ade6ede0dc709189a0f904d3b906d3ea71641ed548acff3246"},
-    {file = "livereload-2.7.0.tar.gz", hash = "sha256:f4ba199ef93248902841e298670eebfe1aa9e148e19b343bc57dbf1b74de0513"},
-]
-
-[package.dependencies]
-tornado = "*"
-
 [[package]]
 name = "markdown-it-py"
 version = "3.0.0"
@@ -2092,57 +2075,39 @@ files = [
 
 [[package]]
 name = "sphinx"
-version = "7.1.2"
+version = "7.4.5"
 description = "Python documentation generator"
 optional = true
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 files = [
-    {file = "sphinx-7.1.2-py3-none-any.whl", hash = "sha256:d170a81825b2fcacb6dfd5a0d7f578a053e45d3f2b153fecc948c37344eb4cbe"},
-    {file = "sphinx-7.1.2.tar.gz", hash = "sha256:780f4d32f1d7d1126576e0e5ecc19dc32ab76cd24e950228dcf7b1f6d3d9e22f"},
+    {file = "sphinx-7.4.5-py3-none-any.whl", hash = "sha256:9f135d8c1d277db67be514be579c4c4a26c8c0e962219aaca5a721b04bd6d0d8"},
+    {file = "sphinx-7.4.5.tar.gz", hash = "sha256:a4abe5385bf856df094c1e6cadf24a2351b12057be3670b99a12c05a01d209f5"},
 ]
 
 [package.dependencies]
-alabaster = ">=0.7,<0.8"
-babel = ">=2.9"
-colorama = {version = ">=0.4.5", markers = "sys_platform == \"win32\""}
-docutils = ">=0.18.1,<0.21"
+alabaster = ">=0.7.14,<0.8.0"
+babel = ">=2.13"
+colorama = {version = ">=0.4.6", markers = "sys_platform == \"win32\""}
+docutils = ">=0.20,<0.22"
 imagesize = ">=1.3"
-importlib-metadata = {version = ">=4.8", markers = "python_version < \"3.10\""}
-Jinja2 = ">=3.0"
-packaging = ">=21.0"
-Pygments = ">=2.13"
-requests = ">=2.25.0"
-snowballstemmer = ">=2.0"
+importlib-metadata = {version = ">=6.0", markers = "python_version < \"3.10\""}
+Jinja2 = ">=3.1"
+packaging = ">=23.0"
+Pygments = ">=2.17"
+requests = ">=2.30.0"
+snowballstemmer = ">=2.2"
 sphinxcontrib-applehelp = "*"
 sphinxcontrib-devhelp = "*"
 sphinxcontrib-htmlhelp = ">=2.0.0"
 sphinxcontrib-jsmath = "*"
 sphinxcontrib-qthelp = "*"
-sphinxcontrib-serializinghtml = ">=1.1.5"
+sphinxcontrib-serializinghtml = ">=1.1.9"
+tomli = {version = ">=2", markers = "python_version < \"3.11\""}
 
 [package.extras]
 docs = ["sphinxcontrib-websupport"]
-lint = ["docutils-stubs", "flake8 (>=3.5.0)", "flake8-simplify", "isort", "mypy (>=0.990)", "ruff", "sphinx-lint", "types-requests"]
-test = ["cython", "filelock", "html5lib", "pytest (>=4.6)"]
-
-[[package]]
-name = "sphinx-autobuild"
-version = "2021.3.14"
-description = "Rebuild Sphinx documentation on changes, with live-reload in the browser."
-optional = true
-python-versions = ">=3.6"
-files = [
-    {file = "sphinx-autobuild-2021.3.14.tar.gz", hash = "sha256:de1ca3b66e271d2b5b5140c35034c89e47f263f2cd5db302c9217065f7443f05"},
-    {file = "sphinx_autobuild-2021.3.14-py3-none-any.whl", hash = "sha256:8fe8cbfdb75db04475232f05187c776f46f6e9e04cacf1e49ce81bdac649ccac"},
-]
-
-[package.dependencies]
-colorama = "*"
-livereload = "*"
-sphinx = "*"
-
-[package.extras]
-test = ["pytest", "pytest-cov"]
+lint = ["flake8 (>=6.0)", "importlib-metadata (>=6.0)", "mypy (==1.10.1)", "pytest (>=6.0)", "ruff (==0.5.2)", "sphinx-lint (>=0.9)", "tomli (>=2)", "types-docutils (==0.21.0.20240711)", "types-requests (>=2.30.0)"]
+test = ["cython (>=3.0)", "defusedxml (>=0.7.1)", "pytest (>=8.0)", "setuptools (>=70.0)", "typing_extensions (>=4.9)"]
 
 [[package]]
 name = "sphinx-basic-ng"
@@ -2305,17 +2270,18 @@ test = ["pytest"]
 
 [[package]]
 name = "sphinxcontrib-serializinghtml"
-version = "1.1.5"
-description = "sphinxcontrib-serializinghtml is a sphinx extension which outputs \"serialized\" HTML files (json and pickle)."
+version = "1.1.10"
+description = "sphinxcontrib-serializinghtml is a sphinx extension which outputs \"serialized\" HTML files (json and pickle)"
 optional = true
-python-versions = ">=3.5"
+python-versions = ">=3.9"
 files = [
-    {file = "sphinxcontrib-serializinghtml-1.1.5.tar.gz", hash = "sha256:aa5f6de5dfdf809ef505c4895e51ef5c9eac17d0f287933eb49ec495280b6952"},
-    {file = "sphinxcontrib_serializinghtml-1.1.5-py2.py3-none-any.whl", hash = "sha256:352a9a00ae864471d3a7ead8d7d79f5fc0b57e8b3f95e9867eb9eb28999b92fd"},
+    {file = "sphinxcontrib_serializinghtml-1.1.10-py3-none-any.whl", hash = "sha256:326369b8df80a7d2d8d7f99aa5ac577f51ea51556ed974e7716cfd4fca3f6cb7"},
+    {file = "sphinxcontrib_serializinghtml-1.1.10.tar.gz", hash = "sha256:93f3f5dc458b91b192fe10c397e324f262cf163d79f3282c158e8436a2c4511f"},
 ]
 
 [package.extras]
 lint = ["docutils-stubs", "flake8", "mypy"]
+standalone = ["Sphinx (>=5)"]
 test = ["pytest"]
 
 [[package]]
@@ -2484,26 +2450,6 @@ files = [
     {file = "tomli-2.0.1.tar.gz", hash = "sha256:de526c12914f0c550d15924c62d72abc48d6fe7364aa87328337a31007fe8a4f"},
 ]
 
-[[package]]
-name = "tornado"
-version = "6.4.1"
-description = "Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed."
-optional = true
-python-versions = ">=3.8"
-files = [
-    {file = "tornado-6.4.1-cp38-abi3-macosx_10_9_universal2.whl", hash = "sha256:163b0aafc8e23d8cdc3c9dfb24c5368af84a81e3364745ccb4427669bf84aec8"},
-    {file = "tornado-6.4.1-cp38-abi3-macosx_10_9_x86_64.whl", hash = "sha256:6d5ce3437e18a2b66fbadb183c1d3364fb03f2be71299e7d10dbeeb69f4b2a14"},
-    {file = "tornado-6.4.1-cp38-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:e2e20b9113cd7293f164dc46fffb13535266e713cdb87bd2d15ddb336e96cfc4"},
-    {file = "tornado-6.4.1-cp38-abi3-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:8ae50a504a740365267b2a8d1a90c9fbc86b780a39170feca9bcc1787ff80842"},
-    {file = "tornado-6.4.1-cp38-abi3-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:613bf4ddf5c7a95509218b149b555621497a6cc0d46ac341b30bd9ec19eac7f3"},
-    {file = "tornado-6.4.1-cp38-abi3-musllinux_1_2_aarch64.whl", hash = "sha256:25486eb223babe3eed4b8aecbac33b37e3dd6d776bc730ca14e1bf93888b979f"},
-    {file = "tornado-6.4.1-cp38-abi3-musllinux_1_2_i686.whl", hash = "sha256:454db8a7ecfcf2ff6042dde58404164d969b6f5d58b926da15e6b23817950fc4"},
-    {file = "tornado-6.4.1-cp38-abi3-musllinux_1_2_x86_64.whl", hash = "sha256:a02a08cc7a9314b006f653ce40483b9b3c12cda222d6a46d4ac63bb6c9057698"},
-    {file = "tornado-6.4.1-cp38-abi3-win32.whl", hash = "sha256:d9a566c40b89757c9aa8e6f032bcdb8ca8795d7c1a9762910c722b1635c9de4d"},
-    {file = "tornado-6.4.1-cp38-abi3-win_amd64.whl", hash = "sha256:b24b8982ed444378d7f21d563f4180a2de31ced9d8d84443907a0a64da2072e7"},
-    {file = "tornado-6.4.1.tar.gz", hash = "sha256:92d3ab53183d8c50f8204a51e6f91d18a15d5ef261e84d452800d4ff6fc504e9"},
-]
-
 [[package]]
 name = "types-jsonschema"
 version = "4.23.0.20240712"
@@ -2664,7 +2610,7 @@ doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linke
 test = ["big-O", "importlib-resources", "jaraco.functools", "jaraco.itertools", "jaraco.test", "more-itertools", "pytest (>=6,!=8.1.*)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-ignore-flaky", "pytest-mypy", "pytest-ruff (>=0.2.1)"]
 
 [extras]
-docs = ["furo", "myst-parser", "pytest", "sphinx", "sphinx-autobuild", "sphinx-copybutton", "sphinx-inline-tabs", "sphinx-notfound-page", "sphinx-reredirects"]
+docs = ["furo", "myst-parser", "pytest", "sphinx", "sphinx-copybutton", "sphinx-inline-tabs", "sphinx-notfound-page", "sphinx-reredirects"]
 faker = ["faker"]
 jwt = ["PyJWT", "cryptography"]
 parquet = ["numpy", "numpy", "pyarrow"]
@@ -2674,4 +2620,4 @@ testing = ["pytest", "pytest-durations"]
 [metadata]
 lock-version = "2.0"
 python-versions = ">=3.8"
-content-hash = "82c4b9443a3fed513d597831da8a953b3b2989e4859895939a31db30959a19d9"
+content-hash = "91c9f418561bf500a204fa69295a5bb8b66da5b01ea1b77c397d38cb3b749ac4"
diff --git a/pyproject.toml b/pyproject.toml
index 990fb97f0..dcf67b2e8 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -65,14 +65,13 @@ urllib3 = ">=1.26,<2"
 
 # Sphinx dependencies installed as optional 'docs' extras
 # https://github.com/readthedocs/readthedocs.org/issues/4912#issuecomment-664002569
-sphinx = {version = ">=4.5", optional = true}
-furo = {version = ">=2022.12.7", optional = true}
-sphinx-copybutton = {version = ">=0.3.1", optional = true}
-myst-parser = {version = ">=1", optional = true}
-sphinx-autobuild = {version = ">=2021.3.14", optional = true}
-sphinx-inline-tabs = {version = ">=2023.4.21", optional = true}
-sphinx-notfound-page = {version = ">=1.0.0", optional = true}
-sphinx-reredirects = {version = ">=0.1.1", optional = true}
+sphinx = {version = ">=7", python = ">=3.9", optional = true}
+furo = {version = ">=2024.5.6", python = ">=3.9", optional = true}
+sphinx-copybutton = {version = ">=0.5.2", python = ">=3.9", optional = true}
+myst-parser = {version = ">=3", python = ">=3.9", optional = true}
+sphinx-inline-tabs = {version = ">=2023.4.21", python = ">=3.9", optional = true}
+sphinx-notfound-page = {version = ">=1.0.0", python = ">=3.9", optional = true}
+sphinx-reredirects = {version = ">=0.1.5", python = ">=3.9", optional = true}
 
 # File storage dependencies installed as optional 'filesystem' extras
 fs-s3fs = {version = ">=1.1.1", optional = true}
@@ -106,7 +105,6 @@ docs = [
     "pytest",
     "sphinx",
     "sphinx-copybutton",
-    "sphinx-autobuild",
     "sphinx-inline-tabs",
     "sphinx-notfound-page",
     "sphinx-reredirects",
@@ -253,7 +251,6 @@ DEP002 = [
     "furo",
     "myst-parser",
     "sphinx",
-    "sphinx-autobuild",
     "sphinx-copybutton",
     "sphinx-inline-tabs",
     "sphinx-notfound-page",

From fe5a01b681b1460d9d7f19917947cad0ce26703a Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Edgar=20Ram=C3=ADrez=20Mondrag=C3=B3n?=
 <16805946+edgarrmondragon@users.noreply.github.com>
Date: Wed, 17 Jul 2024 20:15:26 -0600
Subject: [PATCH 40/77] feat: Developers can now customize the default logging
 configuration for their taps/targets by adding `default_logging.yml` to their
 package (#2432)

* feat: Developers can now customize the default logging configuration for their taps/targets by overriding the `get_default_logging_config` method

Related:

* Closes https://github.com/meltano/sdk/issues/1373

* Use a standard location for the default logging config

* Small refactor

* Tweak docs language

* Small refactor

* Pass package name to get the logging config

* Get module name programmatically

* Address broken `importlib.resources` in Python 3.9
---
 docs/implementation/logging.md   | 18 ++++++++++++++++++
 poetry.lock                      |  2 +-
 pyproject.toml                   |  2 +-
 singer_sdk/helpers/_resources.py |  2 +-
 singer_sdk/metrics.py            | 16 +++++++++++-----
 singer_sdk/plugin_base.py        |  5 ++++-
 6 files changed, 36 insertions(+), 9 deletions(-)

diff --git a/docs/implementation/logging.md b/docs/implementation/logging.md
index da20a5780..adf6f2182 100644
--- a/docs/implementation/logging.md
+++ b/docs/implementation/logging.md
@@ -77,3 +77,21 @@ This will send metrics to a `metrics.log`:
 2022-09-29 00:48:53,302 INFO METRIC: {"metric_type": "timer", "metric": "sync_duration", "value": 0.5258760452270508, "tags": {"stream": "countries", "context": {}, "status": "succeeded"}}
 2022-09-29 00:48:53,303 INFO METRIC: {"metric_type": "counter", "metric": "record_count", "value": 250, "tags": {"stream": "countries", "context": {}}}
 ```
+
+## For package developers
+
+If you're developing a tap or target package and would like to customize its logging configuration, you can put a `default_loggging.yml` file in the package root to set the default logging configuration for your package. This file will be used if the `SINGER_SDK_LOG_CONFIG` environment variable is not set:
+
+```
+.
+├── README.md
+├── poetry.lock
+├── pyproject.toml
+└── tap_example
+    ├── __init__.py
+    ├── __main__.py
+    ├── default_logging.yml  # <-- This file will be used if SINGER_SDK_LOG_CONFIG is not set
+    ├── client.py
+    ├── streams.py
+    └── tap.py
+```
diff --git a/poetry.lock b/poetry.lock
index 92ea330cd..73a4db60d 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -2620,4 +2620,4 @@ testing = ["pytest", "pytest-durations"]
 [metadata]
 lock-version = "2.0"
 python-versions = ">=3.8"
-content-hash = "91c9f418561bf500a204fa69295a5bb8b66da5b01ea1b77c397d38cb3b749ac4"
+content-hash = "6a6acd1298eca878a1a7e0dc47decdb156fdc8eb6622dbba1e6b5422e190cecd"
diff --git a/pyproject.toml b/pyproject.toml
index dcf67b2e8..eae7ecd64 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -44,7 +44,7 @@ backports-datetime-fromisoformat = { version = ">=2.0.1", python = "<3.11" }
 click = "~=8.0"
 fs = ">=2.4.16"
 importlib-metadata = {version = "<9.0.0", python = "<3.12"}
-importlib-resources = {version = ">=5.12.0,!=6.2.0,!=6.3.0,!=6.3.1", python = "<3.9"}
+importlib-resources = {version = ">=5.12.0,!=6.2.0,!=6.3.0,!=6.3.1", python = "<3.10"}
 inflection = ">=0.5.1"
 joblib = ">=1.3.0"
 jsonpath-ng = ">=1.5.3"
diff --git a/singer_sdk/helpers/_resources.py b/singer_sdk/helpers/_resources.py
index 89b3ed269..02f7b30ff 100644
--- a/singer_sdk/helpers/_resources.py
+++ b/singer_sdk/helpers/_resources.py
@@ -8,7 +8,7 @@
 
     from singer_sdk.helpers._compat import Traversable
 
-if sys.version_info < (3, 9):
+if sys.version_info < (3, 10):
     import importlib_resources
 else:
     import importlib.resources as importlib_resources
diff --git a/singer_sdk/metrics.py b/singer_sdk/metrics.py
index 8a7efe51e..50d7d3926 100644
--- a/singer_sdk/metrics.py
+++ b/singer_sdk/metrics.py
@@ -394,23 +394,29 @@ def _load_yaml_logging_config(path: Traversable | Path) -> t.Any:  # noqa: ANN40
         return yaml.safe_load(f)
 
 
-def _get_default_config() -> t.Any:  # noqa: ANN401
+def _get_default_config_path(package: str) -> Traversable:
     """Get a logging configuration.
 
+    Args:
+        package: The package name to get the logging configuration for.
+
     Returns:
         A logging configuration.
     """
-    log_config_path = get_package_files("singer_sdk").joinpath("default_logging.yml")
-    return _load_yaml_logging_config(log_config_path)
+    filename = "default_logging.yml"
+    path = get_package_files(package) / filename
+    return path if path.is_file() else get_package_files("singer_sdk") / filename
 
 
-def _setup_logging(config: t.Mapping[str, t.Any]) -> None:
+def _setup_logging(config: t.Mapping[str, t.Any], *, package: str) -> None:
     """Setup logging.
 
     Args:
+        package: The package name to get the logging configuration for.
         config: A plugin configuration dictionary.
     """
-    logging.config.dictConfig(_get_default_config())
+    path = _get_default_config_path(package)
+    logging.config.dictConfig(_load_yaml_logging_config(path))
 
     config = config or {}
     metrics_log_level = config.get(METRICS_LOG_LEVEL_SETTING, "INFO").upper()
diff --git a/singer_sdk/plugin_base.py b/singer_sdk/plugin_base.py
index 1564558cf..b88559088 100644
--- a/singer_sdk/plugin_base.py
+++ b/singer_sdk/plugin_base.py
@@ -162,7 +162,10 @@ def __init__(
             if self._is_secret_config(k):
                 config_dict[k] = SecretString(v)
         self._config = config_dict
-        metrics._setup_logging(self.config)  # noqa: SLF001
+        metrics._setup_logging(  # noqa: SLF001
+            self.config,
+            package=self.__module__.split(".", maxsplit=1)[0],
+        )
         self.metrics_logger = metrics.get_metrics_logger()
 
         self._validate_config(raise_errors=validate_config)

From c8f38fcd173bf7e61706603059ef9b233e0d3174 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Edgar=20Ram=C3=ADrez-Mondrag=C3=B3n?= <edgarrm358@gmail.com>
Date: Thu, 18 Jul 2024 17:56:12 -0600
Subject: [PATCH 41/77] refactor: Deprecate `row` parameter of
 `Stream.post_process` in favor or `record`

Take 2 for https://github.com/meltano/sdk/pull/966
---
 .pre-commit-config.yaml                |  2 +-
 pyproject.toml                         |  1 +
 singer_sdk/helpers/_deprecation.py     | 21 ++++++++
 singer_sdk/streams/core.py             | 21 ++++++--
 singer_sdk/typing.py                   |  2 +-
 tests/core/helpers/test_deprecation.py | 70 ++++++++++++++++++++++++++
 6 files changed, 112 insertions(+), 5 deletions(-)
 create mode 100644 singer_sdk/helpers/_deprecation.py
 create mode 100644 tests/core/helpers/test_deprecation.py

diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index ebf5e849c..5edfaf497 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -50,7 +50,7 @@ repos:
   - id: check-readthedocs
 
 - repo: https://github.com/astral-sh/ruff-pre-commit
-  rev: v0.5.2
+  rev: v0.5.3
   hooks:
   - id: ruff
     args: [--fix, --exit-non-zero-on-fix, --show-fixes]
diff --git a/pyproject.toml b/pyproject.toml
index eae7ecd64..6ab3d7813 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -386,6 +386,7 @@ unfixable = [
     "SLF001",
     "PLC2701",  # Allow usage of private members in tests
     "PLR6301",  # Don't suggest making test methods static, etc.
+    "INP001",   # flake8-no-pep420: implicit-namespace-package
 ]
 # Disabled some checks in samples code
 "samples/*" = ["ANN", "D"]
diff --git a/singer_sdk/helpers/_deprecation.py b/singer_sdk/helpers/_deprecation.py
new file mode 100644
index 000000000..2ecf9fdf3
--- /dev/null
+++ b/singer_sdk/helpers/_deprecation.py
@@ -0,0 +1,21 @@
+from __future__ import annotations
+
+import functools
+import typing as t
+import warnings
+
+
+def deprecate_row_param(func: t.Callable) -> t.Callable:
+    @functools.wraps(func)
+    def wrapper(*args: t.Any, **kwargs: t.Any) -> t.Any:  # noqa: ANN401
+        if "row" in kwargs:
+            warnings.warn(
+                f"The 'row' parameter for '{func.__qualname__}' is deprecated. "
+                "Use 'record' instead.",
+                category=DeprecationWarning,
+                stacklevel=2,
+            )
+            kwargs["record"] = kwargs.pop("row")
+        return func(*args, **kwargs)
+
+    return wrapper
diff --git a/singer_sdk/streams/core.py b/singer_sdk/streams/core.py
index c588a9729..5200cf53d 100644
--- a/singer_sdk/streams/core.py
+++ b/singer_sdk/streams/core.py
@@ -7,6 +7,7 @@
 import datetime
 import json
 import typing as t
+from contextlib import contextmanager
 from os import PathLike
 from pathlib import Path
 from types import MappingProxyType
@@ -28,6 +29,7 @@
 )
 from singer_sdk.helpers._catalog import pop_deselected_record_properties
 from singer_sdk.helpers._compat import datetime_fromisoformat
+from singer_sdk.helpers._deprecation import deprecate_row_param
 from singer_sdk.helpers._flattening import get_flattening_options
 from singer_sdk.helpers._state import (
     finalize_state_progress_markers,
@@ -1155,6 +1157,15 @@ def _sync_batches(
                 self._write_batch_message(encoding=encoding, manifest=manifest)
                 self._write_state_message()
 
+    @contextmanager
+    def _with_context(
+        self,
+        context: types.Context | None,
+    ) -> t.Generator[None, None, None]:
+        self.context = MappingProxyType(context) if context else None
+        yield
+        self.context = None
+
     # Public methods ("final", not recommended to be overridden)
 
     @t.final
@@ -1387,9 +1398,10 @@ def get_batches(
         for manifest in batcher.get_batches(records=records):
             yield batch_config.encoding, manifest
 
+    @deprecate_row_param
     def post_process(  # noqa: PLR6301
         self,
-        row: types.Record,
+        record: types.Record,
         context: types.Context | None = None,  # noqa: ARG002
     ) -> dict | None:
         """As needed, append or transform raw data to match expected structure.
@@ -1403,10 +1415,13 @@ def post_process(  # noqa: PLR6301
         invalid or not-applicable records from the stream.
 
         Args:
-            row: Individual record in the stream.
+            record: Individual record in the stream.
             context: Stream partition or context dictionary.
 
         Returns:
             The resulting record dict, or `None` if the record should be excluded.
+
+        .. versionchanged:: 0.39.0
+           The ``row`` parameter was renamed to ``record`` with a deprecation warning.
         """
-        return row
+        return record
diff --git a/singer_sdk/typing.py b/singer_sdk/typing.py
index ca4d917df..908850686 100644
--- a/singer_sdk/typing.py
+++ b/singer_sdk/typing.py
@@ -612,7 +612,7 @@ class Property(JSONTypeHelper[T], t.Generic[T]):
     """Generic Property. Should be nested within a `PropertiesList`."""
 
     # TODO: Make some of these arguments keyword-only. This is a breaking change.
-    def __init__(  # noqa: PLR0913
+    def __init__(
         self,
         name: str,
         wrapped: JSONTypeHelper[T] | type[JSONTypeHelper[T]],
diff --git a/tests/core/helpers/test_deprecation.py b/tests/core/helpers/test_deprecation.py
new file mode 100644
index 000000000..5c25feb17
--- /dev/null
+++ b/tests/core/helpers/test_deprecation.py
@@ -0,0 +1,70 @@
+from __future__ import annotations
+
+import warnings
+
+from singer_sdk.helpers._deprecation import deprecate_row_param
+
+
+class Deprecated:
+    @deprecate_row_param
+    def check_row(self, record):
+        pass
+
+
+class StaleSubclass(Deprecated):
+    def check_row(self, row):
+        return super().check_row(row=row)
+
+
+class OkSubclass(Deprecated):
+    def check_row(self, row):
+        return super().check_row(row)
+
+
+class NewSubclass(Deprecated):
+    def check_row(self, record):
+        return super().check_row(record)
+
+
+def test_deprecated_row_parameter():
+    d = Deprecated()
+
+    # No warning should be raised
+    with warnings.catch_warnings():
+        warnings.simplefilter("error")
+        d.check_row("test")
+
+    # No warning should be raised
+    with warnings.catch_warnings():
+        warnings.simplefilter("error")
+        d.check_row(record="test")
+
+    # Warning should be raised
+    _assert_deprecation_warning(d)
+
+    s = StaleSubclass()
+    _assert_deprecation_warning(s)
+
+    o = OkSubclass()
+    # No warning should be raised
+    with warnings.catch_warnings():
+        warnings.simplefilter("error")
+        o.check_row(row="test")
+
+    n = NewSubclass()
+    # No warning should be raised
+    with warnings.catch_warnings():
+        warnings.simplefilter("error")
+        n.check_row(record="test")
+
+
+def _assert_deprecation_warning(instance: Deprecated):
+    with warnings.catch_warnings(record=True) as w:
+        warnings.simplefilter("always")
+        instance.check_row(row="test")
+        assert len(w) == 1
+        assert issubclass(w[-1].category, DeprecationWarning)
+        assert str(w[-1].message) == (
+            "The 'row' parameter for 'Deprecated.check_row' is deprecated. "
+            "Use 'record' instead."
+        )

From c3bad131afb5e89fd4c860f46f6dedc7e8edbaf2 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Edgar=20Ram=C3=ADrez-Mondrag=C3=B3n?= <edgarrm358@gmail.com>
Date: Thu, 18 Jul 2024 17:57:22 -0600
Subject: [PATCH 42/77] Revert "refactor: Deprecate `row` parameter of
 `Stream.post_process` in favor or `record`"

This reverts commit c8f38fcd173bf7e61706603059ef9b233e0d3174.
---
 .pre-commit-config.yaml                |  2 +-
 pyproject.toml                         |  1 -
 singer_sdk/helpers/_deprecation.py     | 21 --------
 singer_sdk/streams/core.py             | 21 ++------
 singer_sdk/typing.py                   |  2 +-
 tests/core/helpers/test_deprecation.py | 70 --------------------------
 6 files changed, 5 insertions(+), 112 deletions(-)
 delete mode 100644 singer_sdk/helpers/_deprecation.py
 delete mode 100644 tests/core/helpers/test_deprecation.py

diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 5edfaf497..ebf5e849c 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -50,7 +50,7 @@ repos:
   - id: check-readthedocs
 
 - repo: https://github.com/astral-sh/ruff-pre-commit
-  rev: v0.5.3
+  rev: v0.5.2
   hooks:
   - id: ruff
     args: [--fix, --exit-non-zero-on-fix, --show-fixes]
diff --git a/pyproject.toml b/pyproject.toml
index 6ab3d7813..eae7ecd64 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -386,7 +386,6 @@ unfixable = [
     "SLF001",
     "PLC2701",  # Allow usage of private members in tests
     "PLR6301",  # Don't suggest making test methods static, etc.
-    "INP001",   # flake8-no-pep420: implicit-namespace-package
 ]
 # Disabled some checks in samples code
 "samples/*" = ["ANN", "D"]
diff --git a/singer_sdk/helpers/_deprecation.py b/singer_sdk/helpers/_deprecation.py
deleted file mode 100644
index 2ecf9fdf3..000000000
--- a/singer_sdk/helpers/_deprecation.py
+++ /dev/null
@@ -1,21 +0,0 @@
-from __future__ import annotations
-
-import functools
-import typing as t
-import warnings
-
-
-def deprecate_row_param(func: t.Callable) -> t.Callable:
-    @functools.wraps(func)
-    def wrapper(*args: t.Any, **kwargs: t.Any) -> t.Any:  # noqa: ANN401
-        if "row" in kwargs:
-            warnings.warn(
-                f"The 'row' parameter for '{func.__qualname__}' is deprecated. "
-                "Use 'record' instead.",
-                category=DeprecationWarning,
-                stacklevel=2,
-            )
-            kwargs["record"] = kwargs.pop("row")
-        return func(*args, **kwargs)
-
-    return wrapper
diff --git a/singer_sdk/streams/core.py b/singer_sdk/streams/core.py
index 5200cf53d..c588a9729 100644
--- a/singer_sdk/streams/core.py
+++ b/singer_sdk/streams/core.py
@@ -7,7 +7,6 @@
 import datetime
 import json
 import typing as t
-from contextlib import contextmanager
 from os import PathLike
 from pathlib import Path
 from types import MappingProxyType
@@ -29,7 +28,6 @@
 )
 from singer_sdk.helpers._catalog import pop_deselected_record_properties
 from singer_sdk.helpers._compat import datetime_fromisoformat
-from singer_sdk.helpers._deprecation import deprecate_row_param
 from singer_sdk.helpers._flattening import get_flattening_options
 from singer_sdk.helpers._state import (
     finalize_state_progress_markers,
@@ -1157,15 +1155,6 @@ def _sync_batches(
                 self._write_batch_message(encoding=encoding, manifest=manifest)
                 self._write_state_message()
 
-    @contextmanager
-    def _with_context(
-        self,
-        context: types.Context | None,
-    ) -> t.Generator[None, None, None]:
-        self.context = MappingProxyType(context) if context else None
-        yield
-        self.context = None
-
     # Public methods ("final", not recommended to be overridden)
 
     @t.final
@@ -1398,10 +1387,9 @@ def get_batches(
         for manifest in batcher.get_batches(records=records):
             yield batch_config.encoding, manifest
 
-    @deprecate_row_param
     def post_process(  # noqa: PLR6301
         self,
-        record: types.Record,
+        row: types.Record,
         context: types.Context | None = None,  # noqa: ARG002
     ) -> dict | None:
         """As needed, append or transform raw data to match expected structure.
@@ -1415,13 +1403,10 @@ def post_process(  # noqa: PLR6301
         invalid or not-applicable records from the stream.
 
         Args:
-            record: Individual record in the stream.
+            row: Individual record in the stream.
             context: Stream partition or context dictionary.
 
         Returns:
             The resulting record dict, or `None` if the record should be excluded.
-
-        .. versionchanged:: 0.39.0
-           The ``row`` parameter was renamed to ``record`` with a deprecation warning.
         """
-        return record
+        return row
diff --git a/singer_sdk/typing.py b/singer_sdk/typing.py
index 908850686..ca4d917df 100644
--- a/singer_sdk/typing.py
+++ b/singer_sdk/typing.py
@@ -612,7 +612,7 @@ class Property(JSONTypeHelper[T], t.Generic[T]):
     """Generic Property. Should be nested within a `PropertiesList`."""
 
     # TODO: Make some of these arguments keyword-only. This is a breaking change.
-    def __init__(
+    def __init__(  # noqa: PLR0913
         self,
         name: str,
         wrapped: JSONTypeHelper[T] | type[JSONTypeHelper[T]],
diff --git a/tests/core/helpers/test_deprecation.py b/tests/core/helpers/test_deprecation.py
deleted file mode 100644
index 5c25feb17..000000000
--- a/tests/core/helpers/test_deprecation.py
+++ /dev/null
@@ -1,70 +0,0 @@
-from __future__ import annotations
-
-import warnings
-
-from singer_sdk.helpers._deprecation import deprecate_row_param
-
-
-class Deprecated:
-    @deprecate_row_param
-    def check_row(self, record):
-        pass
-
-
-class StaleSubclass(Deprecated):
-    def check_row(self, row):
-        return super().check_row(row=row)
-
-
-class OkSubclass(Deprecated):
-    def check_row(self, row):
-        return super().check_row(row)
-
-
-class NewSubclass(Deprecated):
-    def check_row(self, record):
-        return super().check_row(record)
-
-
-def test_deprecated_row_parameter():
-    d = Deprecated()
-
-    # No warning should be raised
-    with warnings.catch_warnings():
-        warnings.simplefilter("error")
-        d.check_row("test")
-
-    # No warning should be raised
-    with warnings.catch_warnings():
-        warnings.simplefilter("error")
-        d.check_row(record="test")
-
-    # Warning should be raised
-    _assert_deprecation_warning(d)
-
-    s = StaleSubclass()
-    _assert_deprecation_warning(s)
-
-    o = OkSubclass()
-    # No warning should be raised
-    with warnings.catch_warnings():
-        warnings.simplefilter("error")
-        o.check_row(row="test")
-
-    n = NewSubclass()
-    # No warning should be raised
-    with warnings.catch_warnings():
-        warnings.simplefilter("error")
-        n.check_row(record="test")
-
-
-def _assert_deprecation_warning(instance: Deprecated):
-    with warnings.catch_warnings(record=True) as w:
-        warnings.simplefilter("always")
-        instance.check_row(row="test")
-        assert len(w) == 1
-        assert issubclass(w[-1].category, DeprecationWarning)
-        assert str(w[-1].message) == (
-            "The 'row' parameter for 'Deprecated.check_row' is deprecated. "
-            "Use 'record' instead."
-        )

From 6811b319d9d189fb528883d0f8643585fd58fdc7 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Thu, 18 Jul 2024 19:05:26 -0600
Subject: [PATCH 43/77] chore(deps): bump the runtime-dependencies group with 2
 updates (#2546)

Bumps the runtime-dependencies group with 2 updates: [sphinx](https://github.com/sphinx-doc/sphinx) and [furo](https://github.com/pradyunsg/furo).

Updates `sphinx` from 7.4.5 to 7.4.6
- [Release notes](https://github.com/sphinx-doc/sphinx/releases)
- [Changelog](https://github.com/sphinx-doc/sphinx/blob/master/CHANGES.rst)
- [Commits](https://github.com/sphinx-doc/sphinx/compare/v7.4.5...v7.4.6)

Updates `furo` from 2024.5.6 to 2024.7.18
- [Release notes](https://github.com/pradyunsg/furo/releases)
- [Changelog](https://github.com/pradyunsg/furo/blob/main/docs/changelog.md)
- [Commits](https://github.com/pradyunsg/furo/compare/2024.05.06...2024.07.18)

---
updated-dependencies:
- dependency-name: sphinx
  dependency-type: direct:production
  update-type: version-update:semver-patch
  dependency-group: runtime-dependencies
- dependency-name: furo
  dependency-type: direct:production
  update-type: version-update:semver-minor
  dependency-group: runtime-dependencies
...

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
---
 poetry.lock | 355 ++++++++++++++++++++++++++--------------------------
 1 file changed, 175 insertions(+), 180 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 73a4db60d..df017be89 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -157,17 +157,17 @@ lxml = ["lxml"]
 
 [[package]]
 name = "boto3"
-version = "1.34.138"
+version = "1.34.145"
 description = "The AWS SDK for Python"
 optional = true
 python-versions = ">=3.8"
 files = [
-    {file = "boto3-1.34.138-py3-none-any.whl", hash = "sha256:81518aa95fad71279411fb5c94da4b4a554a5d53fc876faca62b7b5c8737f1cb"},
-    {file = "boto3-1.34.138.tar.gz", hash = "sha256:f79c15e33eb7706f197d98d828b193cf0891966682ad3ec5e900f6f9e7362e35"},
+    {file = "boto3-1.34.145-py3-none-any.whl", hash = "sha256:69d5afb7a017d07dd6bdfb680d2912d5d369b3fafa0a45161207d9f393b14d7e"},
+    {file = "boto3-1.34.145.tar.gz", hash = "sha256:ac770fb53dde1743aec56bd8e56b7ee2e2f5ad42a37825968ec4ff8428822640"},
 ]
 
 [package.dependencies]
-botocore = ">=1.34.138,<1.35.0"
+botocore = ">=1.34.145,<1.35.0"
 jmespath = ">=0.7.1,<2.0.0"
 s3transfer = ">=0.10.0,<0.11.0"
 
@@ -176,13 +176,13 @@ crt = ["botocore[crt] (>=1.21.0,<2.0a0)"]
 
 [[package]]
 name = "botocore"
-version = "1.34.138"
+version = "1.34.145"
 description = "Low-level, data-driven core of boto 3."
 optional = true
 python-versions = ">=3.8"
 files = [
-    {file = "botocore-1.34.138-py3-none-any.whl", hash = "sha256:84e96a954c39a6f09cae4ea95b2ae582b5ae01b5040c92507b60509c9be5377a"},
-    {file = "botocore-1.34.138.tar.gz", hash = "sha256:f558bbea96c4a4abbaeeedc477dabb00902311ba1ca6327974a6819b9f384920"},
+    {file = "botocore-1.34.145-py3-none-any.whl", hash = "sha256:2e72e262de02adcb0264ac2bac159a28f55dbba8d9e52aa0308773a42950dff5"},
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 ]
 
 [package.dependencies]
@@ -543,13 +543,13 @@ tomli = {version = ">=2.0.1", markers = "python_version < \"3.11\""}
 
 [[package]]
 name = "docutils"
-version = "0.20.1"
+version = "0.21.2"
 description = "Docutils -- Python Documentation Utilities"
 optional = true
-python-versions = ">=3.7"
+python-versions = ">=3.9"
 files = [
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 ]
 
 [[package]]
@@ -625,13 +625,13 @@ sqlalchemy = ">=1.3.22"
 
 [[package]]
 name = "exceptiongroup"
-version = "1.2.1"
+version = "1.2.2"
 description = "Backport of PEP 654 (exception groups)"
 optional = false
 python-versions = ">=3.7"
 files = [
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 ]
 
 [package.extras]
@@ -718,13 +718,13 @@ six = ">=1.10,<2.0"
 
 [[package]]
 name = "furo"
-version = "2024.5.6"
+version = "2024.7.18"
 description = "A clean customisable Sphinx documentation theme."
 optional = true
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
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 description = "Python library for Apache Arrow"
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 python-versions = ">=3.8"
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 ]
 
 [package.dependencies]
 numpy = ">=1.16.6"
 
+[package.extras]
+test = ["cffi", "hypothesis", "pandas", "pytest", "pytz"]
+
 [[package]]
 name = "pycparser"
 version = "2.22"
@@ -1784,110 +1774,110 @@ six = "*"
 
 [[package]]
 name = "rpds-py"
-version = "0.18.1"
+version = "0.19.0"
 description = "Python bindings to Rust's persistent data structures (rpds)"
 optional = false
 python-versions = ">=3.8"
 files = [
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+    {file = "rpds_py-0.19.0-pp39-pypy39_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:329c719d31362355a96b435f4653e3b4b061fcc9eba9f91dd40804ca637d914e"},
+    {file = "rpds_py-0.19.0-pp39-pypy39_pp73-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:ef9101f3f7b59043a34f1dccbb385ca760467590951952d6701df0da9893ca0c"},
+    {file = "rpds_py-0.19.0-pp39-pypy39_pp73-musllinux_1_2_aarch64.whl", hash = "sha256:0121803b0f424ee2109d6e1f27db45b166ebaa4b32ff47d6aa225642636cd834"},
+    {file = "rpds_py-0.19.0-pp39-pypy39_pp73-musllinux_1_2_i686.whl", hash = "sha256:8344127403dea42f5970adccf6c5957a71a47f522171fafaf4c6ddb41b61703a"},
+    {file = "rpds_py-0.19.0-pp39-pypy39_pp73-musllinux_1_2_x86_64.whl", hash = "sha256:443cec402ddd650bb2b885113e1dcedb22b1175c6be223b14246a714b61cd521"},
+    {file = "rpds_py-0.19.0.tar.gz", hash = "sha256:4fdc9afadbeb393b4bbbad75481e0ea78e4469f2e1d713a90811700830b553a9"},
 ]
 
 [[package]]
@@ -1909,18 +1899,19 @@ crt = ["botocore[crt] (>=1.33.2,<2.0a.0)"]
 
 [[package]]
 name = "setuptools"
-version = "70.2.0"
+version = "71.0.3"
 description = "Easily download, build, install, upgrade, and uninstall Python packages"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "setuptools-70.2.0-py3-none-any.whl", hash = "sha256:b8b8060bb426838fbe942479c90296ce976249451118ef566a5a0b7d8b78fb05"},
-    {file = "setuptools-70.2.0.tar.gz", hash = "sha256:bd63e505105011b25c3c11f753f7e3b8465ea739efddaccef8f0efac2137bac1"},
+    {file = "setuptools-71.0.3-py3-none-any.whl", hash = "sha256:f501b6e6db709818dc76882582d9c516bf3b67b948864c5fa1d1624c09a49207"},
+    {file = "setuptools-71.0.3.tar.gz", hash = "sha256:3d8531791a27056f4a38cd3e54084d8b1c4228ff9cf3f2d7dd075ec99f9fd70d"},
 ]
 
 [package.extras]
-doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "pygments-github-lexers (==0.0.5)", "pyproject-hooks (!=1.1)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-favicon", "sphinx-inline-tabs", "sphinx-lint", "sphinx-notfound-page (>=1,<2)", "sphinx-reredirects", "sphinxcontrib-towncrier"]
-test = ["build[virtualenv] (>=1.0.3)", "filelock (>=3.4.0)", "importlib-metadata", "ini2toml[lite] (>=0.14)", "jaraco.develop (>=7.21)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "jaraco.test", "mypy (==1.10.0)", "packaging (>=23.2)", "pip (>=19.1)", "pyproject-hooks (!=1.1)", "pytest (>=6,!=8.1.*)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-home (>=0.5)", "pytest-mypy", "pytest-perf", "pytest-ruff (>=0.3.2)", "pytest-subprocess", "pytest-timeout", "pytest-xdist (>=3)", "tomli", "tomli-w (>=1.0.0)", "virtualenv (>=13.0.0)", "wheel"]
+core = ["importlib-metadata (>=6)", "importlib-resources (>=5.10.2)", "jaraco.text (>=3.7)", "more-itertools (>=8.8)", "ordered-set (>=3.1.1)", "packaging (>=24)", "platformdirs (>=2.6.2)", "tomli (>=2.0.1)", "wheel (>=0.43.0)"]
+doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "pygments-github-lexers (==0.0.5)", "pyproject-hooks (!=1.1)", "rst.linker (>=1.9)", "sphinx (<7.4)", "sphinx (>=3.5)", "sphinx-favicon", "sphinx-inline-tabs", "sphinx-lint", "sphinx-notfound-page (>=1,<2)", "sphinx-reredirects", "sphinxcontrib-towncrier"]
+test = ["build[virtualenv] (>=1.0.3)", "filelock (>=3.4.0)", "importlib-metadata", "ini2toml[lite] (>=0.14)", "jaraco.develop (>=7.21)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "jaraco.test", "mypy (==1.10.0)", "packaging (>=23.2)", "pip (>=19.1)", "pyproject-hooks (!=1.1)", "pytest (>=6,!=8.1.*)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-home (>=0.5)", "pytest-mypy", "pytest-perf", "pytest-ruff (<0.4)", "pytest-ruff (>=0.2.1)", "pytest-ruff (>=0.3.2)", "pytest-subprocess", "pytest-timeout", "pytest-xdist (>=3)", "tomli", "tomli-w (>=1.0.0)", "virtualenv (>=13.0.0)", "wheel"]
 
 [[package]]
 name = "simpleeval"
@@ -2075,13 +2066,13 @@ files = [
 
 [[package]]
 name = "sphinx"
-version = "7.4.5"
+version = "7.4.6"
 description = "Python documentation generator"
 optional = true
 python-versions = ">=3.9"
 files = [
-    {file = "sphinx-7.4.5-py3-none-any.whl", hash = "sha256:9f135d8c1d277db67be514be579c4c4a26c8c0e962219aaca5a721b04bd6d0d8"},
-    {file = "sphinx-7.4.5.tar.gz", hash = "sha256:a4abe5385bf856df094c1e6cadf24a2351b12057be3670b99a12c05a01d209f5"},
+    {file = "sphinx-7.4.6-py3-none-any.whl", hash = "sha256:915760d6188288a1e30c2cd0d9fa31b1b009bc6e6019cc0c32d16c77d20e86d9"},
+    {file = "sphinx-7.4.6.tar.gz", hash = "sha256:116918d455c493fff3178edea12b4fe1c1e4894680fd81e7b7431ea21d47ca52"},
 ]
 
 [package.dependencies]
@@ -2196,47 +2187,50 @@ sphinx = ">=7.1"
 
 [[package]]
 name = "sphinxcontrib-applehelp"
-version = "1.0.4"
+version = "1.0.8"
 description = "sphinxcontrib-applehelp is a Sphinx extension which outputs Apple help books"
 optional = true
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 files = [
-    {file = "sphinxcontrib-applehelp-1.0.4.tar.gz", hash = "sha256:828f867945bbe39817c210a1abfd1bc4895c8b73fcaade56d45357a348a07d7e"},
-    {file = "sphinxcontrib_applehelp-1.0.4-py3-none-any.whl", hash = "sha256:29d341f67fb0f6f586b23ad80e072c8e6ad0b48417db2bde114a4c9746feb228"},
+    {file = "sphinxcontrib_applehelp-1.0.8-py3-none-any.whl", hash = "sha256:cb61eb0ec1b61f349e5cc36b2028e9e7ca765be05e49641c97241274753067b4"},
+    {file = "sphinxcontrib_applehelp-1.0.8.tar.gz", hash = "sha256:c40a4f96f3776c4393d933412053962fac2b84f4c99a7982ba42e09576a70619"},
 ]
 
 [package.extras]
 lint = ["docutils-stubs", "flake8", "mypy"]
+standalone = ["Sphinx (>=5)"]
 test = ["pytest"]
 
 [[package]]
 name = "sphinxcontrib-devhelp"
-version = "1.0.2"
-description = "sphinxcontrib-devhelp is a sphinx extension which outputs Devhelp document."
+version = "1.0.6"
+description = "sphinxcontrib-devhelp is a sphinx extension which outputs Devhelp documents"
 optional = true
-python-versions = ">=3.5"
+python-versions = ">=3.9"
 files = [
-    {file = "sphinxcontrib-devhelp-1.0.2.tar.gz", hash = "sha256:ff7f1afa7b9642e7060379360a67e9c41e8f3121f2ce9164266f61b9f4b338e4"},
-    {file = "sphinxcontrib_devhelp-1.0.2-py2.py3-none-any.whl", hash = "sha256:8165223f9a335cc1af7ffe1ed31d2871f325254c0423bc0c4c7cd1c1e4734a2e"},
+    {file = "sphinxcontrib_devhelp-1.0.6-py3-none-any.whl", hash = "sha256:6485d09629944511c893fa11355bda18b742b83a2b181f9a009f7e500595c90f"},
+    {file = "sphinxcontrib_devhelp-1.0.6.tar.gz", hash = "sha256:9893fd3f90506bc4b97bdb977ceb8fbd823989f4316b28c3841ec128544372d3"},
 ]
 
 [package.extras]
 lint = ["docutils-stubs", "flake8", "mypy"]
+standalone = ["Sphinx (>=5)"]
 test = ["pytest"]
 
 [[package]]
 name = "sphinxcontrib-htmlhelp"
-version = "2.0.1"
+version = "2.0.5"
 description = "sphinxcontrib-htmlhelp is a sphinx extension which renders HTML help files"
 optional = true
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 files = [
-    {file = "sphinxcontrib-htmlhelp-2.0.1.tar.gz", hash = "sha256:0cbdd302815330058422b98a113195c9249825d681e18f11e8b1f78a2f11efff"},
-    {file = "sphinxcontrib_htmlhelp-2.0.1-py3-none-any.whl", hash = "sha256:c38cb46dccf316c79de6e5515e1770414b797162b23cd3d06e67020e1d2a6903"},
+    {file = "sphinxcontrib_htmlhelp-2.0.5-py3-none-any.whl", hash = "sha256:393f04f112b4d2f53d93448d4bce35842f62b307ccdc549ec1585e950bc35e04"},
+    {file = "sphinxcontrib_htmlhelp-2.0.5.tar.gz", hash = "sha256:0dc87637d5de53dd5eec3a6a01753b1ccf99494bd756aafecd74b4fa9e729015"},
 ]
 
 [package.extras]
 lint = ["docutils-stubs", "flake8", "mypy"]
+standalone = ["Sphinx (>=5)"]
 test = ["html5lib", "pytest"]
 
 [[package]]
@@ -2255,17 +2249,18 @@ test = ["flake8", "mypy", "pytest"]
 
 [[package]]
 name = "sphinxcontrib-qthelp"
-version = "1.0.3"
-description = "sphinxcontrib-qthelp is a sphinx extension which outputs QtHelp document."
+version = "1.0.7"
+description = "sphinxcontrib-qthelp is a sphinx extension which outputs QtHelp documents"
 optional = true
-python-versions = ">=3.5"
+python-versions = ">=3.9"
 files = [
-    {file = "sphinxcontrib-qthelp-1.0.3.tar.gz", hash = "sha256:4c33767ee058b70dba89a6fc5c1892c0d57a54be67ddd3e7875a18d14cba5a72"},
-    {file = "sphinxcontrib_qthelp-1.0.3-py2.py3-none-any.whl", hash = "sha256:bd9fc24bcb748a8d51fd4ecaade681350aa63009a347a8c14e637895444dfab6"},
+    {file = "sphinxcontrib_qthelp-1.0.7-py3-none-any.whl", hash = "sha256:e2ae3b5c492d58fcbd73281fbd27e34b8393ec34a073c792642cd8e529288182"},
+    {file = "sphinxcontrib_qthelp-1.0.7.tar.gz", hash = "sha256:053dedc38823a80a7209a80860b16b722e9e0209e32fea98c90e4e6624588ed6"},
 ]
 
 [package.extras]
 lint = ["docutils-stubs", "flake8", "mypy"]
+standalone = ["Sphinx (>=5)"]
 test = ["pytest"]
 
 [[package]]

From 9a7c539c33e1144ac5d22340682e95a9ee6ae2b2 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Edgar=20Ram=C3=ADrez=20Mondrag=C3=B3n?=
 <16805946+edgarrmondragon@users.noreply.github.com>
Date: Thu, 18 Jul 2024 19:41:29 -0600
Subject: [PATCH 44/77] chore: Add a `packaging` PR category (#2547)

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

diff --git a/.github/semantic.yml b/.github/semantic.yml
index ff00a1ad4..08bebb333 100644
--- a/.github/semantic.yml
+++ b/.github/semantic.yml
@@ -15,6 +15,7 @@ types:
   - docs
   - feat
   - fix
+  - packaging
   - perf
   - refactor
   - revert

From 3bd3770a412ae352a4d3cea775b8841aa0d419ad Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Edgar=20Ram=C3=ADrez=20Mondrag=C3=B3n?=
 <16805946+edgarrmondragon@users.noreply.github.com>
Date: Thu, 18 Jul 2024 21:30:26 -0600
Subject: [PATCH 45/77] test: Add (DuckDB) SQL sink tests (#2548)

---
 samples/sample_duckdb/__init__.py  |  7 ++++
 samples/sample_duckdb/connector.py | 24 +++++++++++
 tests/core/sinks/test_sql_sink.py  | 64 ++++++++++++++++++++++++++++++
 tests/core/test_connector_sql.py   | 20 +---------
 4 files changed, 96 insertions(+), 19 deletions(-)
 create mode 100644 samples/sample_duckdb/__init__.py
 create mode 100644 samples/sample_duckdb/connector.py
 create mode 100644 tests/core/sinks/test_sql_sink.py

diff --git a/samples/sample_duckdb/__init__.py b/samples/sample_duckdb/__init__.py
new file mode 100644
index 000000000..bbfa07726
--- /dev/null
+++ b/samples/sample_duckdb/__init__.py
@@ -0,0 +1,7 @@
+from __future__ import annotations
+
+from .connector import DuckDBConnector
+
+__all__ = [
+    "DuckDBConnector",
+]
diff --git a/samples/sample_duckdb/connector.py b/samples/sample_duckdb/connector.py
new file mode 100644
index 000000000..e8c6c251f
--- /dev/null
+++ b/samples/sample_duckdb/connector.py
@@ -0,0 +1,24 @@
+from __future__ import annotations
+
+import sqlalchemy as sa
+
+from singer_sdk.connectors import SQLConnector
+
+
+class DuckDBConnector(SQLConnector):
+    allow_column_alter = True
+
+    @staticmethod
+    def get_column_alter_ddl(
+        table_name: str,
+        column_name: str,
+        column_type: sa.types.TypeEngine,
+    ) -> sa.DDL:
+        return sa.DDL(
+            "ALTER TABLE %(table_name)s ALTER COLUMN %(column_name)s TYPE %(column_type)s",  # noqa: E501
+            {
+                "table_name": table_name,
+                "column_name": column_name,
+                "column_type": column_type,
+            },
+        )
diff --git a/tests/core/sinks/test_sql_sink.py b/tests/core/sinks/test_sql_sink.py
new file mode 100644
index 000000000..c20be40f6
--- /dev/null
+++ b/tests/core/sinks/test_sql_sink.py
@@ -0,0 +1,64 @@
+from __future__ import annotations
+
+import typing as t
+from textwrap import dedent
+
+import pytest
+
+from samples.sample_duckdb import DuckDBConnector
+from singer_sdk.sinks.sql import SQLSink
+from singer_sdk.target_base import SQLTarget
+
+
+class DuckDBSink(SQLSink):
+    connector_class = DuckDBConnector
+
+
+class DuckDBTarget(SQLTarget):
+    """DuckDB target class."""
+
+    name = "sql-target-mock"
+    config_jsonschema: t.ClassVar[dict] = {"type": "object", "properties": {}}
+    default_sink_class = DuckDBSink
+
+
+class TestDuckDBSink:
+    @pytest.fixture
+    def target(self) -> DuckDBTarget:
+        return DuckDBTarget(config={"sqlalchemy_url": "duckdb:///"})
+
+    @pytest.fixture
+    def schema(self) -> dict:
+        return {
+            "properties": {
+                "id": {
+                    "type": ["string", "null"],
+                },
+                "col_ts": {
+                    "format": "date-time",
+                    "type": ["string", "null"],
+                },
+                "table": {
+                    "type": ["string", "null"],
+                },
+            },
+        }
+
+    @pytest.fixture
+    def sink(self, target: DuckDBTarget, schema: dict) -> DuckDBSink:
+        return DuckDBSink(
+            target,
+            stream_name="foo",
+            schema=schema,
+            key_properties=["id"],
+        )
+
+    def test_generate_insert_statement(self, sink: DuckDBSink, schema: dict):
+        """Test that the insert statement is generated correctly."""
+        expected = dedent(
+            """\
+            INSERT INTO foo
+            (id, col_ts, "table")
+            VALUES (:id, :col_ts, :table)"""
+        )
+        assert sink.generate_insert_statement("foo", schema=schema) == expected
diff --git a/tests/core/test_connector_sql.py b/tests/core/test_connector_sql.py
index ff3ac5735..10ee0c0f4 100644
--- a/tests/core/test_connector_sql.py
+++ b/tests/core/test_connector_sql.py
@@ -8,6 +8,7 @@
 import sqlalchemy as sa
 from sqlalchemy.dialects import registry, sqlite
 
+from samples.sample_duckdb import DuckDBConnector
 from singer_sdk.connectors import SQLConnector
 from singer_sdk.exceptions import ConfigValidationError
 
@@ -289,25 +290,6 @@ def test_engine_json_serialization(self, connector: SQLConnector):
             ]
 
 
-class DuckDBConnector(SQLConnector):
-    allow_column_alter = True
-
-    @staticmethod
-    def get_column_alter_ddl(
-        table_name: str,
-        column_name: str,
-        column_type: sa.types.TypeEngine,
-    ) -> sa.DDL:
-        return sa.DDL(
-            "ALTER TABLE %(table_name)s ALTER COLUMN %(column_name)s TYPE %(column_type)s",  # noqa: E501
-            {
-                "table_name": table_name,
-                "column_name": column_name,
-                "column_type": column_type,
-            },
-        )
-
-
 class TestDuckDBConnector:
     @pytest.fixture
     def connector(self):

From 9901d85589b6316cb7646efb64a779535e401992 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Edgar=20Ram=C3=ADrez=20Mondrag=C3=B3n?=
 <16805946+edgarrmondragon@users.noreply.github.com>
Date: Thu, 18 Jul 2024 22:26:56 -0600
Subject: [PATCH 46/77] test: Use DummyJSON instead of Google Analytics for
 integration tests (#2551)

---
 .github/workflows/test.yml                    |   3 -
 .../.github/dependabot.yml                    |  41 ++++
 .../.github/workflows/build.yml               |  45 ++++
 .../.github/workflows/test.yml                |  32 +++
 samples/sample_tap_dummy_json/.gitignore      | 139 ++++++++++++
 .../.pre-commit-config.yaml                   |  38 ++++
 .../sample_tap_dummy_json/.secrets/.gitignore |  10 +
 samples/sample_tap_dummy_json/LICENSE         | 202 ++++++++++++++++++
 samples/sample_tap_dummy_json/README.md       | 131 ++++++++++++
 samples/sample_tap_dummy_json/__init__.py     |   0
 samples/sample_tap_dummy_json/meltano.yml     |  43 ++++
 .../sample_tap_dummy_json/output/.gitignore   |   4 +
 .../loaders/target-jsonl--andyh1203.lock      |  34 +++
 samples/sample_tap_dummy_json/pyproject.toml  |  44 ++++
 samples/sample_tap_dummy_json/ruff.toml       |  24 +++
 .../tap_dummyjson/__init__.py                 |   1 +
 .../tap_dummyjson/__main__.py                 |   7 +
 .../tap_dummyjson/auth.py                     |  72 +++++++
 .../tap_dummyjson/client.py                   |  45 ++++
 .../tap_dummyjson/schemas/__init__.py         |   1 +
 .../tap_dummyjson/streams.py                  |  67 ++++++
 .../tap_dummyjson/tap.py                      |  51 +++++
 .../sample_tap_dummy_json/tests/__init__.py   |   1 +
 .../sample_tap_dummy_json/tests/test_core.py  |  11 +
 samples/sample_tap_dummy_json/tox.ini         |  19 ++
 .../sample_tap_google_analytics/__init__.py   |   3 -
 .../sample_tap_google_analytics/__main__.py   |   5 -
 samples/sample_tap_google_analytics/ga_tap.py |  38 ----
 .../ga_tap_stream.py                          |  95 --------
 .../resources/default_report_definitions.json |  95 --------
 .../schemas/simple-sample.json                |  11 -
 tests/external/test_tap_dummyjson.py          |  11 +
 tests/external/test_tap_google_analytics.py   |  26 ---
 33 files changed, 1073 insertions(+), 276 deletions(-)
 create mode 100644 samples/sample_tap_dummy_json/.github/dependabot.yml
 create mode 100644 samples/sample_tap_dummy_json/.github/workflows/build.yml
 create mode 100644 samples/sample_tap_dummy_json/.github/workflows/test.yml
 create mode 100644 samples/sample_tap_dummy_json/.gitignore
 create mode 100644 samples/sample_tap_dummy_json/.pre-commit-config.yaml
 create mode 100644 samples/sample_tap_dummy_json/.secrets/.gitignore
 create mode 100644 samples/sample_tap_dummy_json/LICENSE
 create mode 100644 samples/sample_tap_dummy_json/README.md
 create mode 100644 samples/sample_tap_dummy_json/__init__.py
 create mode 100644 samples/sample_tap_dummy_json/meltano.yml
 create mode 100644 samples/sample_tap_dummy_json/output/.gitignore
 create mode 100644 samples/sample_tap_dummy_json/plugins/loaders/target-jsonl--andyh1203.lock
 create mode 100644 samples/sample_tap_dummy_json/pyproject.toml
 create mode 100644 samples/sample_tap_dummy_json/ruff.toml
 create mode 100644 samples/sample_tap_dummy_json/tap_dummyjson/__init__.py
 create mode 100644 samples/sample_tap_dummy_json/tap_dummyjson/__main__.py
 create mode 100644 samples/sample_tap_dummy_json/tap_dummyjson/auth.py
 create mode 100644 samples/sample_tap_dummy_json/tap_dummyjson/client.py
 create mode 100644 samples/sample_tap_dummy_json/tap_dummyjson/schemas/__init__.py
 create mode 100644 samples/sample_tap_dummy_json/tap_dummyjson/streams.py
 create mode 100644 samples/sample_tap_dummy_json/tap_dummyjson/tap.py
 create mode 100644 samples/sample_tap_dummy_json/tests/__init__.py
 create mode 100644 samples/sample_tap_dummy_json/tests/test_core.py
 create mode 100644 samples/sample_tap_dummy_json/tox.ini
 delete mode 100644 samples/sample_tap_google_analytics/__init__.py
 delete mode 100644 samples/sample_tap_google_analytics/__main__.py
 delete mode 100644 samples/sample_tap_google_analytics/ga_tap.py
 delete mode 100644 samples/sample_tap_google_analytics/ga_tap_stream.py
 delete mode 100644 samples/sample_tap_google_analytics/resources/default_report_definitions.json
 delete mode 100644 samples/sample_tap_google_analytics/schemas/simple-sample.json
 create mode 100644 tests/external/test_tap_dummyjson.py
 delete mode 100644 tests/external/test_tap_google_analytics.py

diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml
index 960aede32..3acc509fb 100644
--- a/.github/workflows/test.yml
+++ b/.github/workflows/test.yml
@@ -113,9 +113,6 @@ jobs:
       SAMPLE_TAP_GITLAB_GROUP_IDS: ${{ secrets.SAMPLE_TAP_GITLAB_GROUP_IDS }}
       SAMPLE_TAP_GITLAB_PROJECT_IDS: ${{ secrets.SAMPLE_TAP_GITLAB_PROJECT_IDS }}
       SAMPLE_TAP_GITLAB_START_DATE: "2022-01-01T00:00:00Z"
-      SAMPLE_TAP_GOOGLE_ANALYTICS_CLIENT_EMAIL: ${{ secrets.SAMPLE_TAP_GOOGLE_ANALYTICS_CLIENT_EMAIL }}
-      SAMPLE_TAP_GOOGLE_ANALYTICS_PRIVATE_KEY: ${{ secrets.SAMPLE_TAP_GOOGLE_ANALYTICS_PRIVATE_KEY }}
-      SAMPLE_TAP_GOOGLE_ANALYTICS_VIEW_ID: ${{ secrets.SAMPLE_TAP_GOOGLE_ANALYTICS_VIEW_ID }}
 
     steps:
     - uses: actions/checkout@v4
diff --git a/samples/sample_tap_dummy_json/.github/dependabot.yml b/samples/sample_tap_dummy_json/.github/dependabot.yml
new file mode 100644
index 000000000..0660ffdd4
--- /dev/null
+++ b/samples/sample_tap_dummy_json/.github/dependabot.yml
@@ -0,0 +1,41 @@
+# To get started with Dependabot version updates, you'll need to specify which
+# package ecosystems to update and where the package manifests are located.
+# Please see the documentation for all configuration options:
+# https://help.github.com/github/administering-a-repository/configuration-options-for-dependency-updates
+
+version: 2
+updates:
+  - package-ecosystem: pip
+    directory: "/"
+    schedule:
+      interval: weekly
+    commit-message:
+      prefix: "chore(deps): "
+      prefix-development: "chore(deps-dev): "
+    groups:
+      development-dependencies:
+        dependency-type: development
+      runtime-dependencies:
+        dependency-type: production
+        update-types:
+          - "patch"
+  - package-ecosystem: pip
+    directory: "/.github/workflows"
+    schedule:
+      interval: weekly
+    commit-message:
+      prefix: "ci: "
+    groups:
+      ci:
+        patterns:
+          - "*"
+  - package-ecosystem: github-actions
+    directory: "/"
+    schedule:
+      interval: weekly
+    commit-message:
+      prefix: "ci: "
+    groups:
+      actions:
+        patterns:
+          - "*"
diff --git a/samples/sample_tap_dummy_json/.github/workflows/build.yml b/samples/sample_tap_dummy_json/.github/workflows/build.yml
new file mode 100644
index 000000000..6698b8b6a
--- /dev/null
+++ b/samples/sample_tap_dummy_json/.github/workflows/build.yml
@@ -0,0 +1,45 @@
+name: Release
+
+on:
+  push:
+
+permissions:
+  contents: write  # Needed to upload artifacts to the release
+  id-token: write  # Needed for OIDC PyPI publishing
+
+jobs:
+  build:
+    runs-on: ubuntu-latest
+    steps:
+    - uses: actions/checkout@v4
+      with:
+        fetch-depth: 0
+    - uses: hynek/build-and-inspect-python-package@v2
+
+  publish:
+    name: Publish to PyPI
+    runs-on: ubuntu-latest
+    needs: [build]
+    ## TODO: optionally provide the name of the environment for the trusted
+    ## publisher on PyPI
+    ## https://docs.github.com/en/actions/deployment/targeting-different-environments/using-environments-for-deployment
+    # environment: pypi
+    if: startsWith(github.ref, 'refs/tags/')
+    steps:
+    - uses: actions/download-artifact@v4
+      with:
+        name: Packages
+        path: dist
+    - name: Upload wheel to release
+      uses: svenstaro/upload-release-action@v2
+      with:
+        repo_token: ${{secrets.GITHUB_TOKEN}}
+        file: dist/*.whl
+        tag: ${{github.ref}}
+        overwrite: true
+        file_glob: true
+
+    - name: Publish
+      ## TODO: create a trusted publisher on PyPI
+      ## https://docs.pypi.org/trusted-publishers/
+      uses: pypa/gh-action-pypi-publish@v1.9.0
diff --git a/samples/sample_tap_dummy_json/.github/workflows/test.yml b/samples/sample_tap_dummy_json/.github/workflows/test.yml
new file mode 100644
index 000000000..6e3d559c0
--- /dev/null
+++ b/samples/sample_tap_dummy_json/.github/workflows/test.yml
@@ -0,0 +1,32 @@
+### A CI workflow template that runs linting and python testing
+### TODO: Modify as needed or as desired.
+
+name: Test tap-dummyjson
+
+on: [push]
+
+jobs:
+  pytest:
+    runs-on: ubuntu-latest
+    env:
+      GITHUB_TOKEN: ${{secrets.GITHUB_TOKEN}}
+    strategy:
+      fail-fast: false
+      matrix:
+        python-version: ["3.8", "3.9", "3.10", "3.11", "3.12"]
+    steps:
+    - uses: actions/checkout@v4
+    - name: Set up Python ${{ matrix.python-version }}
+      uses: actions/setup-python@v5
+      with:
+        python-version: ${{ matrix.python-version }}
+    - name: Install Poetry
+      run: |
+        pip install poetry
+    - name: Install dependencies
+      run: |
+        poetry env use ${{ matrix.python-version }}
+        poetry install
+    - name: Test with pytest
+      run: |
+        poetry run pytest
diff --git a/samples/sample_tap_dummy_json/.gitignore b/samples/sample_tap_dummy_json/.gitignore
new file mode 100644
index 000000000..9fd224433
--- /dev/null
+++ b/samples/sample_tap_dummy_json/.gitignore
@@ -0,0 +1,139 @@
+# Poetry
+poetry.lock
+
+# Secrets and internal config files
+**/.secrets/*
+
+# Ignore meltano internal cache and sqlite systemdb
+
+.meltano/
+
+# Byte-compiled / optimized / DLL files
+__pycache__/
+*.py[cod]
+*$py.class
+
+# C extensions
+*.so
+
+# Distribution / packaging
+.Python
+build/
+develop-eggs/
+dist/
+downloads/
+eggs/
+.eggs/
+lib/
+lib64/
+parts/
+sdist/
+var/
+wheels/
+pip-wheel-metadata/
+share/python-wheels/
+*.egg-info/
+.installed.cfg
+*.egg
+MANIFEST
+
+# PyInstaller
+#  Usually these files are written by a python script from a template
+#  before PyInstaller builds the exe, so as to inject date/other infos into it.
+*.manifest
+*.spec
+
+# Installer logs
+pip-log.txt
+pip-delete-this-directory.txt
+
+# Unit test / coverage reports
+htmlcov/
+.tox/
+.nox/
+.coverage
+.coverage.*
+.cache
+nosetests.xml
+coverage.xml
+*.cover
+*.py,cover
+.hypothesis/
+.pytest_cache/
+
+# Translations
+*.mo
+*.pot
+
+# Django stuff:
+*.log
+local_settings.py
+db.sqlite3
+db.sqlite3-journal
+
+# Flask stuff:
+instance/
+.webassets-cache
+
+# Scrapy stuff:
+.scrapy
+
+# Sphinx documentation
+docs/_build/
+
+# PyBuilder
+target/
+
+# Jupyter Notebook
+.ipynb_checkpoints
+
+# IPython
+profile_default/
+ipython_config.py
+
+# pyenv
+.python-version
+
+# pipenv
+#   According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control.
+#   However, in case of collaboration, if having platform-specific dependencies or dependencies
+#   having no cross-platform support, pipenv may install dependencies that don't work, or not
+#   install all needed dependencies.
+#Pipfile.lock
+
+# PEP 582; used by e.g. github.com/David-OConnor/pyflow
+__pypackages__/
+
+# Celery stuff
+celerybeat-schedule
+celerybeat.pid
+
+# SageMath parsed files
+*.sage.py
+
+# Environments
+.env
+.venv
+env/
+venv/
+ENV/
+env.bak/
+venv.bak/
+
+# Spyder project settings
+.spyderproject
+.spyproject
+
+# Rope project settings
+.ropeproject
+
+# mkdocs documentation
+/site
+
+# mypy
+.mypy_cache/
+.dmypy.json
+dmypy.json
+
+# Pyre type checker
+.pyre/
diff --git a/samples/sample_tap_dummy_json/.pre-commit-config.yaml b/samples/sample_tap_dummy_json/.pre-commit-config.yaml
new file mode 100644
index 000000000..5cad9ea54
--- /dev/null
+++ b/samples/sample_tap_dummy_json/.pre-commit-config.yaml
@@ -0,0 +1,38 @@
+ci:
+  autofix_prs: true
+  autoupdate_schedule: weekly
+  autoupdate_commit_msg: 'chore: pre-commit autoupdate'
+
+repos:
+- repo: https://github.com/pre-commit/pre-commit-hooks
+  rev: v4.6.0
+  hooks:
+  - id: check-json
+    exclude: |
+      (?x)^(
+        \.vscode/.*\.json
+      )$
+  - id: check-toml
+  - id: check-yaml
+  - id: end-of-file-fixer
+  - id: trailing-whitespace
+
+- repo: https://github.com/python-jsonschema/check-jsonschema
+  rev: 0.28.6
+  hooks:
+  - id: check-dependabot
+  - id: check-github-workflows
+
+- repo: https://github.com/astral-sh/ruff-pre-commit
+  rev: v0.5.0
+  hooks:
+  - id: ruff
+    args: [--fix, --exit-non-zero-on-fix, --show-fixes]
+  - id: ruff-format
+
+- repo: https://github.com/pre-commit/mirrors-mypy
+  rev: v1.10.1
+  hooks:
+  - id: mypy
+    additional_dependencies:
+    - types-requests
diff --git a/samples/sample_tap_dummy_json/.secrets/.gitignore b/samples/sample_tap_dummy_json/.secrets/.gitignore
new file mode 100644
index 000000000..33c6acd03
--- /dev/null
+++ b/samples/sample_tap_dummy_json/.secrets/.gitignore
@@ -0,0 +1,10 @@
+# IMPORTANT! This folder is hidden from git - if you need to store config files or other secrets,
+# make sure those are never staged for commit into your git repo. You can store them here or another
+# secure location.
+#
+# Note: This may be redundant with the global .gitignore for, and is provided
+# for redundancy. If the `.secrets` folder is not needed, you may delete it
+# from the project.
+
+*
+!.gitignore
diff --git a/samples/sample_tap_dummy_json/LICENSE b/samples/sample_tap_dummy_json/LICENSE
new file mode 100644
index 000000000..20f02f1bc
--- /dev/null
+++ b/samples/sample_tap_dummy_json/LICENSE
@@ -0,0 +1,202 @@
+                                 Apache License
+                           Version 2.0, January 2004
+                        http://www.apache.org/licenses/
+
+   TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION
+
+   1. Definitions.
+
+      "License" shall mean the terms and conditions for use, reproduction,
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+   5. Submission of Contributions. Unless You explicitly state otherwise,
+      any Contribution intentionally submitted for inclusion in the Work
+      by You to the Licensor shall be under the terms and conditions of
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+      Notwithstanding the above, nothing herein shall supersede or modify
+      the terms of any separate license agreement you may have executed
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+   6. Trademarks. This License does not grant permission to use the trade
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+      whether in tort (including negligence), contract, or otherwise,
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+
+   APPENDIX: How to apply the Apache License to your work.
+
+      To apply the Apache License to your work, attach the following
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+   Copyright 2024 Edgar Ramírez-Mondragón
+
+   Licensed under the Apache License, Version 2.0 (the "License");
+   you may not use this file except in compliance with the License.
+   You may obtain a copy of the License at
+
+       http://www.apache.org/licenses/LICENSE-2.0
+
+   Unless required by applicable law or agreed to in writing, software
+   distributed under the License is distributed on an "AS IS" BASIS,
+   WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+   See the License for the specific language governing permissions and
+   limitations under the License.
diff --git a/samples/sample_tap_dummy_json/README.md b/samples/sample_tap_dummy_json/README.md
new file mode 100644
index 000000000..e154663d9
--- /dev/null
+++ b/samples/sample_tap_dummy_json/README.md
@@ -0,0 +1,131 @@
+# tap-dummyjson
+
+`tap-dummyjson` is a Singer tap for DummyJSON.
+
+Built with the [Meltano Tap SDK](https://sdk.meltano.com) for Singer Taps.
+
+<!--
+
+Developer TODO: Update the below as needed to correctly describe the install procedure. For instance, if you do not have a PyPi repo, or if you want users to directly install from your git repo, you can modify this step as appropriate.
+
+## Installation
+
+Install from PyPi:
+
+```bash
+pipx install tap-dummyjson
+```
+
+Install from GitHub:
+
+```bash
+pipx install git+https://github.com/ORG_NAME/tap-dummyjson.git@main
+```
+
+-->
+
+## Configuration
+
+### Accepted Config Options
+
+<!--
+Developer TODO: Provide a list of config options accepted by the tap.
+
+This section can be created by copy-pasting the CLI output from:
+
+```
+tap-dummyjson --about --format=markdown
+```
+-->
+
+A full list of supported settings and capabilities for this
+tap is available by running:
+
+```bash
+tap-dummyjson --about
+```
+
+### Configure using environment variables
+
+This Singer tap will automatically import any environment variables within the working directory's
+`.env` if the `--config=ENV` is provided, such that config values will be considered if a matching
+environment variable is set either in the terminal context or in the `.env` file.
+
+### Source Authentication and Authorization
+
+<!--
+Developer TODO: If your tap requires special access on the source system, or any special authentication requirements, provide those here.
+-->
+
+## Usage
+
+You can easily run `tap-dummyjson` by itself or in a pipeline using [Meltano](https://meltano.com/).
+
+### Executing the Tap Directly
+
+```bash
+tap-dummyjson --version
+tap-dummyjson --help
+tap-dummyjson --config CONFIG --discover > ./catalog.json
+```
+
+## Developer Resources
+
+Follow these instructions to contribute to this project.
+
+### Initialize your Development Environment
+
+```bash
+pipx install poetry
+poetry install
+```
+
+### Create and Run Tests
+
+Create tests within the `tests` subfolder and
+  then run:
+
+```bash
+poetry run pytest
+```
+
+You can also test the `tap-dummyjson` CLI interface directly using `poetry run`:
+
+```bash
+poetry run tap-dummyjson --help
+```
+
+### Testing with [Meltano](https://www.meltano.com)
+
+_**Note:** This tap will work in any Singer environment and does not require Meltano.
+Examples here are for convenience and to streamline end-to-end orchestration scenarios._
+
+<!--
+Developer TODO:
+Your project comes with a custom `meltano.yml` project file already created. Open the `meltano.yml` and follow any "TODO" items listed in
+the file.
+-->
+
+Next, install Meltano (if you haven't already) and any needed plugins:
+
+```bash
+# Install meltano
+pipx install meltano
+# Initialize meltano within this directory
+cd tap-dummyjson
+meltano install
+```
+
+Now you can test and orchestrate using Meltano:
+
+```bash
+# Test invocation:
+meltano invoke tap-dummyjson --version
+# OR run a test `elt` pipeline:
+meltano elt tap-dummyjson target-jsonl
+```
+
+### SDK Dev Guide
+
+See the [dev guide](https://sdk.meltano.com/en/latest/dev_guide.html) for more instructions on how to use the SDK to
+develop your own taps and targets.
diff --git a/samples/sample_tap_dummy_json/__init__.py b/samples/sample_tap_dummy_json/__init__.py
new file mode 100644
index 000000000..e69de29bb
diff --git a/samples/sample_tap_dummy_json/meltano.yml b/samples/sample_tap_dummy_json/meltano.yml
new file mode 100644
index 000000000..02a2120e2
--- /dev/null
+++ b/samples/sample_tap_dummy_json/meltano.yml
@@ -0,0 +1,43 @@
+version: 1
+send_anonymous_usage_stats: true
+project_id: "tap-dummyjson"
+default_environment: test
+environments:
+- name: test
+plugins:
+  extractors:
+  - name: "tap-dummyjson"
+    namespace: "tap_dummyjson"
+
+    pip_url: -e .
+
+    capabilities:
+    - state
+    - catalog
+    - discover
+    - about
+    - stream-maps
+
+    settings:
+    - name: username
+      label: Username
+    - name: password
+      label: Password
+      kind: password
+      sensitive: true
+    - name: api_url
+      label: API URL
+      description: The base URL for the API
+    - name: start_date
+      kind: date_iso8601
+
+    settings_group_validation:
+    - [username, password]
+
+    config:
+      start_date: '2024-01-01T00:00:00Z'
+
+  loaders:
+  - name: target-jsonl
+    variant: andyh1203
+    pip_url: target-jsonl
diff --git a/samples/sample_tap_dummy_json/output/.gitignore b/samples/sample_tap_dummy_json/output/.gitignore
new file mode 100644
index 000000000..80ff9d2a6
--- /dev/null
+++ b/samples/sample_tap_dummy_json/output/.gitignore
@@ -0,0 +1,4 @@
+# This directory is used as a target by target-jsonl, so ignore all files
+
+*
+!.gitignore
diff --git a/samples/sample_tap_dummy_json/plugins/loaders/target-jsonl--andyh1203.lock b/samples/sample_tap_dummy_json/plugins/loaders/target-jsonl--andyh1203.lock
new file mode 100644
index 000000000..11fa0ba2e
--- /dev/null
+++ b/samples/sample_tap_dummy_json/plugins/loaders/target-jsonl--andyh1203.lock
@@ -0,0 +1,34 @@
+{
+  "plugin_type": "loaders",
+  "name": "target-jsonl",
+  "namespace": "target_jsonl",
+  "variant": "andyh1203",
+  "label": "JSON Lines (JSONL)",
+  "docs": "https://hub.meltano.com/loaders/target-jsonl--andyh1203",
+  "repo": "https://github.com/andyh1203/target-jsonl",
+  "pip_url": "target-jsonl",
+  "description": "JSONL loader",
+  "logo_url": "https://hub.meltano.com/assets/logos/loaders/jsonl.png",
+  "settings": [
+    {
+      "name": "destination_path",
+      "kind": "string",
+      "value": "output",
+      "label": "Destination Path",
+      "description": "Sets the destination path the JSONL files are written to, relative\nto the project root.\n\nThe directory needs to exist already, it will not be created\nautomatically.\n\nTo write JSONL files to the project root, set an empty string (`\"\"`).\n"
+    },
+    {
+      "name": "do_timestamp_file",
+      "kind": "boolean",
+      "value": false,
+      "label": "Include Timestamp in File Names",
+      "description": "Specifies if the files should get timestamped.\n\nBy default, the resulting file will not have a timestamp in the file name (i.e. `exchange_rate.jsonl`).\n\nIf this option gets set to `true`, the resulting file will have a timestamp associated with it (i.e. `exchange_rate-{timestamp}.jsonl`).\n"
+    },
+    {
+      "name": "custom_name",
+      "kind": "string",
+      "label": "Custom File Name Override",
+      "description": "Specifies a custom name for the filename, instead of the stream name.\n\nThe file name will be `{custom_name}-{timestamp}.jsonl`, if `do_timestamp_file` is `true`.\nOtherwise the file name will be `{custom_name}.jsonl`.\n\nIf custom name is not provided, the stream name will be used.\n"
+    }
+  ]
+}
diff --git a/samples/sample_tap_dummy_json/pyproject.toml b/samples/sample_tap_dummy_json/pyproject.toml
new file mode 100644
index 000000000..1263b3ca4
--- /dev/null
+++ b/samples/sample_tap_dummy_json/pyproject.toml
@@ -0,0 +1,44 @@
+[tool.poetry]
+name = "tap-dummyjson"
+version = "0.0.1"
+description = "Singer tap for DummyJSON, built with the Meltano Singer SDK."
+readme = "README.md"
+authors = ["Edgar Ramírez-Mondragón <edgar@arch.dev>"]
+keywords = [
+    "ELT",
+    "DummyJSON",
+]
+classifiers = [
+    "Intended Audience :: Developers",
+    "Operating System :: OS Independent",
+    "Programming Language :: Python :: 3.8",
+    "Programming Language :: Python :: 3.9",
+    "Programming Language :: Python :: 3.10",
+    "Programming Language :: Python :: 3.11",
+    "Programming Language :: Python :: 3.12",
+]
+license = "Apache-2.0"
+
+[tool.poetry.dependencies]
+python = ">=3.8"
+requests = "~=2.32.3"
+singer-sdk = { version="~=0.38.0", extras = [] }
+
+[tool.poetry.group.dev.dependencies]
+pytest = ">=8"
+singer-sdk = { version="~=0.38.0", extras = ["testing"] }
+
+[tool.poetry.extras]
+s3 = ["fs-s3fs"]
+
+[tool.mypy]
+python_version = "3.12"
+warn_unused_configs = true
+
+[build-system]
+requires = ["poetry-core==1.9.0"]
+build-backend = "poetry.core.masonry.api"
+
+[tool.poetry.scripts]
+# CLI declaration
+tap-dummyjson = 'tap_dummyjson.tap:TapDummyJSON.cli'
diff --git a/samples/sample_tap_dummy_json/ruff.toml b/samples/sample_tap_dummy_json/ruff.toml
new file mode 100644
index 000000000..dd2f13459
--- /dev/null
+++ b/samples/sample_tap_dummy_json/ruff.toml
@@ -0,0 +1,24 @@
+src = ["tap_dummyjson"]
+target-version = "py38"
+
+[lint]
+ignore = [
+    "ANN",
+    "ARG",
+    "D",
+    "COM812",  # missing-trailing-comma
+    "ISC001",  # single-line-implicit-string-concatenation
+    "S113",    # request-without-timeout
+    "PLR2004", # magic-value-comparison
+    "RUF012",  # mutable-class-default
+]
+select = ["ALL"]
+
+[lint.flake8-annotations]
+allow-star-arg-any = true
+
+[lint.isort]
+known-first-party = ["tap_dummyjson"]
+
+[lint.pydocstyle]
+convention = "google"
diff --git a/samples/sample_tap_dummy_json/tap_dummyjson/__init__.py b/samples/sample_tap_dummy_json/tap_dummyjson/__init__.py
new file mode 100644
index 000000000..81bcb2663
--- /dev/null
+++ b/samples/sample_tap_dummy_json/tap_dummyjson/__init__.py
@@ -0,0 +1 @@
+"""Tap for DummyJSON."""
diff --git a/samples/sample_tap_dummy_json/tap_dummyjson/__main__.py b/samples/sample_tap_dummy_json/tap_dummyjson/__main__.py
new file mode 100644
index 000000000..a51459e64
--- /dev/null
+++ b/samples/sample_tap_dummy_json/tap_dummyjson/__main__.py
@@ -0,0 +1,7 @@
+"""DummyJSON entry point."""
+
+from __future__ import annotations
+
+from tap_dummyjson.tap import TapDummyJSON
+
+TapDummyJSON.cli()
diff --git a/samples/sample_tap_dummy_json/tap_dummyjson/auth.py b/samples/sample_tap_dummy_json/tap_dummyjson/auth.py
new file mode 100644
index 000000000..4f21f432f
--- /dev/null
+++ b/samples/sample_tap_dummy_json/tap_dummyjson/auth.py
@@ -0,0 +1,72 @@
+import logging
+import time
+
+import requests
+from singer_sdk.authenticators import SingletonMeta
+
+logger = logging.getLogger(__name__)
+
+EXPIRES_IN_MINS = 30
+
+
+class DummyJSONAuthenticator(metaclass=SingletonMeta):
+    def __init__(self, auth_url, refresh_token_url, username, password):
+        self.auth_url = auth_url
+        self.refresh_token_url = refresh_token_url
+        self.username = username
+        self.password = password
+
+        self.token = None
+        self.refresh_token = None
+
+        self.expires = 0
+
+    def __call__(self, request):
+        if not self.refresh_token:
+            logger.info("Retrieving token")
+            self.auth()
+            request.headers["Authorization"] = f"Bearer {self.token}"
+            return request
+
+        if self.needs_refresh():
+            logger.info("Refreshing token")
+            self.refresh()
+            request.headers["Authorization"] = f"Bearer {self.token}"
+            return request
+
+        return request
+
+    def needs_refresh(self) -> bool:
+        return True if self.expires is None else self.expires < time.time()
+
+    def _handle_response(self, response):
+        if response.status_code != 200:
+            logger.error("Error: %s", response.text)
+            response.raise_for_status()
+
+        data = response.json()
+        self.token = data["token"]
+        self.refresh_token = data["refreshToken"]
+        self.expires = time.time() + EXPIRES_IN_MINS * 60
+        logger.info("Authenticated")
+
+    def refresh(self):
+        response = requests.post(
+            self.refresh_token_url,
+            json={
+                "refreshToken": self.refresh_token,
+                "expiresInMins": EXPIRES_IN_MINS,
+            },
+        )
+        self._handle_response(response)
+
+    def auth(self):
+        response = requests.post(
+            self.auth_url,
+            json={
+                "username": self.username,
+                "password": self.password,
+                "expiresInMins": EXPIRES_IN_MINS,
+            },
+        )
+        self._handle_response(response)
diff --git a/samples/sample_tap_dummy_json/tap_dummyjson/client.py b/samples/sample_tap_dummy_json/tap_dummyjson/client.py
new file mode 100644
index 000000000..c946675f3
--- /dev/null
+++ b/samples/sample_tap_dummy_json/tap_dummyjson/client.py
@@ -0,0 +1,45 @@
+"""REST client handling, including DummyJSONStream base class."""
+
+from __future__ import annotations
+
+from singer_sdk.pagination import BaseOffsetPaginator
+from singer_sdk.streams import RESTStream
+
+from .auth import DummyJSONAuthenticator
+
+PAGE_SIZE = 25
+
+
+class DummyJSONStream(RESTStream):
+    """DummyJSON stream class."""
+
+    records_jsonpath: str = ...
+
+    @property
+    def url_base(self):
+        return self.config["api_url"]
+
+    @property
+    def authenticator(self):
+        return DummyJSONAuthenticator(
+            auth_url=f"{self.url_base}/auth/login",
+            refresh_token_url=f"{self.url_base}/refresh",
+            username=self.config["username"],
+            password=self.config["password"],
+        )
+
+    @property
+    def http_headers(self):
+        return {"User-Agent": "tap-dummyjson"}
+
+    def get_new_paginator(self):
+        return BaseOffsetPaginator(start_value=0, page_size=PAGE_SIZE)
+
+    def get_url_params(self, context, next_page_token):
+        return {
+            "skip": next_page_token,
+            "limit": PAGE_SIZE,
+        }
+
+    def post_process(self, row, context=None):
+        return row
diff --git a/samples/sample_tap_dummy_json/tap_dummyjson/schemas/__init__.py b/samples/sample_tap_dummy_json/tap_dummyjson/schemas/__init__.py
new file mode 100644
index 000000000..06c0a1988
--- /dev/null
+++ b/samples/sample_tap_dummy_json/tap_dummyjson/schemas/__init__.py
@@ -0,0 +1 @@
+"""JSON schema files for the REST API."""
diff --git a/samples/sample_tap_dummy_json/tap_dummyjson/streams.py b/samples/sample_tap_dummy_json/tap_dummyjson/streams.py
new file mode 100644
index 000000000..b9867bf84
--- /dev/null
+++ b/samples/sample_tap_dummy_json/tap_dummyjson/streams.py
@@ -0,0 +1,67 @@
+from singer_sdk import typing as th
+
+from .client import DummyJSONStream
+
+
+class Products(DummyJSONStream):
+    """Define custom stream."""
+
+    name = "products"
+    path = "/products"
+
+    records_jsonpath = "$.products[*]"
+
+    primary_keys = ["id"]
+
+    replication_key = None
+
+    schema = th.PropertiesList(
+        th.Property("id", th.IntegerType),
+        th.Property("title", th.StringType),
+        th.Property("description", th.StringType),
+        th.Property("category", th.StringType),
+        th.Property("price", th.NumberType),
+        th.Property("discountPercentage", th.NumberType),
+        th.Property("rating", th.NumberType),
+        th.Property("stock", th.NumberType),
+        th.Property("tags", th.ArrayType(th.StringType)),
+        th.Property("brand", th.StringType),
+        th.Property("sku", th.StringType),
+        th.Property("weight", th.NumberType),
+        th.Property(
+            "dimensions",
+            th.ObjectType(
+                th.Property("width", th.NumberType),
+                th.Property("height", th.NumberType),
+                th.Property("depth", th.NumberType),
+            ),
+        ),
+        th.Property("warrantyInformation", th.StringType),
+        th.Property("shippingInformation", th.StringType),
+        th.Property("availabilityStatus", th.StringType),
+        th.Property(
+            "reviews",
+            th.ArrayType(
+                th.ObjectType(
+                    th.Property("rating", th.NumberType),
+                    th.Property("comment", th.StringType),
+                    th.Property("date", th.DateTimeType),
+                    th.Property("reviewerName", th.StringType),
+                    th.Property("reviewerEmail", th.StringType),
+                )
+            ),
+        ),
+        th.Property("returnPolicy", th.StringType),
+        th.Property("minimumOrderQuantity", th.NumberType),
+        th.Property(
+            "meta",
+            th.ObjectType(
+                th.Property("createdAt", th.DateTimeType),
+                th.Property("updatedAt", th.DateTimeType),
+                th.Property("barcode", th.StringType),
+                th.Property("qrCode", th.StringType),
+            ),
+        ),
+        th.Property("images", th.ArrayType(th.StringType)),
+        th.Property("thumbnail", th.StringType),
+    ).to_dict()
diff --git a/samples/sample_tap_dummy_json/tap_dummyjson/tap.py b/samples/sample_tap_dummy_json/tap_dummyjson/tap.py
new file mode 100644
index 000000000..b352d0172
--- /dev/null
+++ b/samples/sample_tap_dummy_json/tap_dummyjson/tap.py
@@ -0,0 +1,51 @@
+from singer_sdk import Tap
+from singer_sdk import typing as th  # JSON schema typing helpers
+
+from . import streams
+
+
+class TapDummyJSON(Tap):
+    """DummyJSON tap class."""
+
+    name = "tap-dummyjson"
+
+    config_jsonschema = th.PropertiesList(
+        th.Property(
+            "username",
+            th.StringType,
+            required=True,
+            description="Username for the API service",
+        ),
+        th.Property(
+            "password",
+            th.StringType,
+            required=True,
+            secret=True,  # Flag config as protected.
+            description="Password for the API service",
+        ),
+        th.Property(
+            "start_date",
+            th.DateTimeType,
+            description="The earliest record date to sync",
+        ),
+        th.Property(
+            "api_url",
+            th.StringType,
+            default="https://dummyjson.com",
+            description="The base url for the API service",
+        ),
+    ).to_dict()
+
+    def discover_streams(self):
+        """Return a list of discovered streams.
+
+        Returns:
+            A list of discovered streams.
+        """
+        return [
+            streams.Products(self),
+        ]
+
+
+if __name__ == "__main__":
+    TapDummyJSON.cli()
diff --git a/samples/sample_tap_dummy_json/tests/__init__.py b/samples/sample_tap_dummy_json/tests/__init__.py
new file mode 100644
index 000000000..1c65c2337
--- /dev/null
+++ b/samples/sample_tap_dummy_json/tests/__init__.py
@@ -0,0 +1 @@
+"""Test suite for tap-dummyjson."""
diff --git a/samples/sample_tap_dummy_json/tests/test_core.py b/samples/sample_tap_dummy_json/tests/test_core.py
new file mode 100644
index 000000000..a9f180afc
--- /dev/null
+++ b/samples/sample_tap_dummy_json/tests/test_core.py
@@ -0,0 +1,11 @@
+from __future__ import annotations
+
+from samples.sample_tap_dummy_json.tap_dummyjson.tap import TapDummyJSON
+from singer_sdk.testing import get_tap_test_class
+
+CONFIG = {
+    "username": "emilys",
+    "password": "emilyspass",
+}
+
+TestTapDummyJSON = get_tap_test_class(tap_class=TapDummyJSON, config=CONFIG)
diff --git a/samples/sample_tap_dummy_json/tox.ini b/samples/sample_tap_dummy_json/tox.ini
new file mode 100644
index 000000000..6be1c116a
--- /dev/null
+++ b/samples/sample_tap_dummy_json/tox.ini
@@ -0,0 +1,19 @@
+# This file can be used to customize tox tests as well as other test frameworks like flake8 and mypy
+
+[tox]
+envlist = py{38,39,310,311,312}
+isolated_build = true
+
+[testenv]
+allowlist_externals = poetry
+commands =
+    poetry install -v
+    poetry run pytest
+
+[testenv:pytest]
+# Run the python tests.
+# To execute, run `tox -e pytest`
+envlist = py{38,39,310,311,312}
+commands =
+    poetry install -v
+    poetry run pytest
diff --git a/samples/sample_tap_google_analytics/__init__.py b/samples/sample_tap_google_analytics/__init__.py
deleted file mode 100644
index dbe8aec91..000000000
--- a/samples/sample_tap_google_analytics/__init__.py
+++ /dev/null
@@ -1,3 +0,0 @@
-"""Google Analytics sample."""
-
-from __future__ import annotations
diff --git a/samples/sample_tap_google_analytics/__main__.py b/samples/sample_tap_google_analytics/__main__.py
deleted file mode 100644
index e274833e6..000000000
--- a/samples/sample_tap_google_analytics/__main__.py
+++ /dev/null
@@ -1,5 +0,0 @@
-from __future__ import annotations
-
-from samples.sample_tap_google_analytics.ga_tap import SampleTapGoogleAnalytics
-
-SampleTapGoogleAnalytics.cli()
diff --git a/samples/sample_tap_google_analytics/ga_tap.py b/samples/sample_tap_google_analytics/ga_tap.py
deleted file mode 100644
index 1528452e5..000000000
--- a/samples/sample_tap_google_analytics/ga_tap.py
+++ /dev/null
@@ -1,38 +0,0 @@
-"""Sample tap test for tap-google-analytics."""
-
-from __future__ import annotations
-
-import json
-from pathlib import Path
-
-from samples.sample_tap_google_analytics.ga_tap_stream import (
-    GASimpleSampleStream,
-    SampleGoogleAnalyticsStream,
-)
-from singer_sdk.tap_base import Tap
-from singer_sdk.typing import PropertiesList, Property, StringType
-
-REPORT_DEFS_FILE = (
-    "samples/sample_tap_google_analytics/resources/default_report_definitions.json"
-)
-REPORT_DEFS = json.loads(Path(REPORT_DEFS_FILE).read_text(encoding="utf-8"))
-
-
-class SampleTapGoogleAnalytics(Tap):
-    """Sample tap for GoogleAnalytics."""
-
-    name: str = "sample-tap-google-analytics"
-    config_jsonschema = PropertiesList(
-        Property("view_id", StringType(), required=True),
-        Property(
-            "client_email",
-            StringType(),
-            required=True,
-            examples=["me@example.com"],
-        ),
-        Property("private_key", StringType(), required=True, secret=True),
-    ).to_dict()
-
-    def discover_streams(self) -> list[SampleGoogleAnalyticsStream]:
-        """Return a list of all streams."""
-        return [GASimpleSampleStream(tap=self)]
diff --git a/samples/sample_tap_google_analytics/ga_tap_stream.py b/samples/sample_tap_google_analytics/ga_tap_stream.py
deleted file mode 100644
index 75cdb4c47..000000000
--- a/samples/sample_tap_google_analytics/ga_tap_stream.py
+++ /dev/null
@@ -1,95 +0,0 @@
-"""Sample tap stream test for tap-google-analytics."""
-
-from __future__ import annotations
-
-import datetime
-import sys
-import typing as t
-
-from singer_sdk.authenticators import OAuthJWTAuthenticator
-from singer_sdk.streams import RESTStream
-
-if sys.version_info < (3, 9):
-    import importlib_resources
-else:
-    from importlib import resources as importlib_resources
-
-
-GOOGLE_OAUTH_ENDPOINT = "https://oauth2.googleapis.com/token"
-GA_OAUTH_SCOPES = "https://www.googleapis.com/auth/analytics.readonly"
-SCHEMAS_DIR = importlib_resources.files(__package__) / "schemas"
-
-
-class GoogleJWTAuthenticator(OAuthJWTAuthenticator):
-    """Class responsible for Google Auth via JWT and OAuth."""
-
-    @property
-    def client_id(self) -> str:
-        """Override since Google auth uses email, not numeric client ID."""
-        return t.cast(str, self.config["client_email"])
-
-
-class SampleGoogleAnalyticsStream(RESTStream):
-    """Sample tap test for google-analytics."""
-
-    url_base = "https://analyticsreporting.googleapis.com/v4"
-    path = "/reports:batchGet"
-    rest_method = "POST"
-
-    # Child class overrides:
-    dimensions: tuple[str] = ()
-    metrics: tuple[str] = ()
-
-    @property
-    def authenticator(self) -> GoogleJWTAuthenticator:
-        """Return authenticator for Google Analytics."""
-        return GoogleJWTAuthenticator(
-            stream=self,
-            auth_endpoint=GOOGLE_OAUTH_ENDPOINT,
-            oauth_scopes=GA_OAUTH_SCOPES,
-        )
-
-    def prepare_request_payload(
-        self,
-        context: dict | None,  # noqa: ARG002
-        next_page_token: t.Any | None,  # noqa: ARG002
-    ) -> dict | None:
-        """Prepare the data payload for the REST API request."""
-        request_def = {
-            "viewId": self.config["view_id"],
-            "metrics": [{"expression": m} for m in self.metrics],
-            "dimensions": [{"name": d} for d in self.dimensions],
-        }
-        if self.config.get("start_date"):
-            request_def["dateRanges"] = [
-                {
-                    "startDate": self.config.get("start_date"),
-                    "endDate": datetime.datetime.now(datetime.timezone.utc),
-                },
-            ]
-        return {"reportRequests": [request_def]}
-
-    def parse_response(self, response) -> t.Iterable[dict]:
-        """Parse Google Analytics API response into individual records."""
-        self.logger.info(
-            "Received raw Google Analytics query response: %s",
-            response.json(),
-        )
-        report_data = response.json().get("reports", [{}])[0].get("data")
-        if not report_data:
-            self.logger.info(
-                "Received empty Google Analytics query response: %s",
-                response.json(),
-            )
-        for total in report_data["totals"]:
-            yield {"totals": total["values"]}
-
-
-class GASimpleSampleStream(SampleGoogleAnalyticsStream):
-    """A super simple sample report."""
-
-    name = "simple_sample"
-    schema_filepath = SCHEMAS_DIR / "simple-sample.json"
-
-    dimensions = ("ga:date",)
-    metrics = ("ga:users", "ga:sessions")
diff --git a/samples/sample_tap_google_analytics/resources/default_report_definitions.json b/samples/sample_tap_google_analytics/resources/default_report_definitions.json
deleted file mode 100644
index 33978e57f..000000000
--- a/samples/sample_tap_google_analytics/resources/default_report_definitions.json
+++ /dev/null
@@ -1,95 +0,0 @@
-{
-    "type": "object",
-    "properties": {
-        "id": {
-            "type": "string"
-        },
-        "project_id": {
-            "type": "integer"
-        },
-        "short_id": {
-            "type": "string"
-        },
-        "title": {
-            "type": [
-                "null",
-                "string"
-            ]
-        },
-        "author_name": {
-            "type": [
-                "null",
-                "string"
-            ]
-        },
-        "author_email": {
-            "type": [
-                "null",
-                "string"
-            ]
-        },
-        "authored_date": {
-            "type": "string",
-            "format": "date-time"
-        },
-        "committer_name": {
-            "type": [
-                "null",
-                "string"
-            ]
-        },
-        "committer_email": {
-            "type": [
-                "null",
-                "string"
-            ]
-        },
-        "committed_date": {
-            "type": "string",
-            "format": "date-time"
-        },
-        "created_at": {
-            "type": "string",
-            "format": "date-time"
-        },
-        "message": {
-            "type": [
-                "null",
-                "string"
-            ]
-        },
-        "allow_failure": {
-            "type": [
-                "null",
-                "boolean"
-            ]
-        },
-        "parent_ids": {
-            "anyOf": [
-                {
-                    "type": "array",
-                    "items": {
-                        "type": "string"
-                    }
-                },
-                {
-                    "type": "null"
-                }
-            ]
-        },
-        "stats": {
-            "type": "object",
-            "properties": {
-                "additions": {
-                    "type": "integer"
-                },
-                "deletions": {
-                    "type": "integer"
-                },
-                "total": {
-                    "type": "integer"
-                }
-            }
-        }
-    }
-}
\ No newline at end of file
diff --git a/samples/sample_tap_google_analytics/schemas/simple-sample.json b/samples/sample_tap_google_analytics/schemas/simple-sample.json
deleted file mode 100644
index 0a5f97f4d..000000000
--- a/samples/sample_tap_google_analytics/schemas/simple-sample.json
+++ /dev/null
@@ -1,11 +0,0 @@
-{
-  "type": "object",
-  "properties": {
-    "totals": {
-      "type": "array",
-      "items": {
-        "type": "string"
-      }
-    }
-  }
-}
diff --git a/tests/external/test_tap_dummyjson.py b/tests/external/test_tap_dummyjson.py
new file mode 100644
index 000000000..a9f180afc
--- /dev/null
+++ b/tests/external/test_tap_dummyjson.py
@@ -0,0 +1,11 @@
+from __future__ import annotations
+
+from samples.sample_tap_dummy_json.tap_dummyjson.tap import TapDummyJSON
+from singer_sdk.testing import get_tap_test_class
+
+CONFIG = {
+    "username": "emilys",
+    "password": "emilyspass",
+}
+
+TestTapDummyJSON = get_tap_test_class(tap_class=TapDummyJSON, config=CONFIG)
diff --git a/tests/external/test_tap_google_analytics.py b/tests/external/test_tap_google_analytics.py
deleted file mode 100644
index 1bed825fd..000000000
--- a/tests/external/test_tap_google_analytics.py
+++ /dev/null
@@ -1,26 +0,0 @@
-"""Tests standard tap features using the built-in SDK tests library."""
-
-from __future__ import annotations
-
-import warnings
-
-from samples.sample_tap_google_analytics.ga_tap import SampleTapGoogleAnalytics
-from singer_sdk.exceptions import ConfigValidationError
-from singer_sdk.testing import get_tap_test_class
-
-from .conftest import ga_config
-
-try:
-    TestSampleTapGoogleAnalytics = get_tap_test_class(
-        tap_class=SampleTapGoogleAnalytics,
-        config=ga_config(),
-        parse_env_config=True,
-    )
-except ConfigValidationError as e:
-    warnings.warn(
-        UserWarning(
-            "Could not configure external gitlab tests. "
-            f"Config in CI is expected via env vars.\n{e}",
-        ),
-        stacklevel=2,
-    )

From 119a5ecb03fac892e5fd33abf9c370325b39416e Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Edgar=20Ram=C3=ADrez=20Mondrag=C3=B3n?=
 <16805946+edgarrmondragon@users.noreply.github.com>
Date: Thu, 18 Jul 2024 22:34:51 -0600
Subject: [PATCH 47/77] chore: Update `meltano.yml` in templates (#2550)

---
 .../{{cookiecutter.mapper_id}}/meltano.yml    | 12 +++++++--
 .../{{cookiecutter.mapper_id}}/pyproject.toml |  4 +--
 .../{{cookiecutter.tap_id}}/meltano.yml       | 24 ++++++++++++++---
 .../{{cookiecutter.tap_id}}/pyproject.toml    |  6 ++---
 .../{{cookiecutter.target_id}}/meltano.yml    | 26 ++++++++++++++-----
 .../{{cookiecutter.target_id}}/pyproject.toml |  6 ++---
 6 files changed, 58 insertions(+), 20 deletions(-)

diff --git a/cookiecutter/mapper-template/{{cookiecutter.mapper_id}}/meltano.yml b/cookiecutter/mapper-template/{{cookiecutter.mapper_id}}/meltano.yml
index 019015d06..7ee8496d7 100644
--- a/cookiecutter/mapper-template/{{cookiecutter.mapper_id}}/meltano.yml
+++ b/cookiecutter/mapper-template/{{cookiecutter.mapper_id}}/meltano.yml
@@ -13,18 +13,26 @@ plugins:
       streams:
       - stream_name: animals
         input_filename: https://raw.githubusercontent.com/meltano/tap-smoke-test/main/demo-data/animals-data.jsonl
+
   loaders:
   - name: target-jsonl
     variant: andyh1203
     pip_url: target-jsonl
+
   mappers:
   - name: "{{cookiecutter.mapper_id}}"
-    pip_url: -e .
     namespace: "{{cookiecutter.library_name}}"
-    # TODO: replace these with the actual settings
+    pip_url: -e .
+
+    # TODO: Declare settings and their types here:
     settings:
     - name: example_config
       kind: string
+      label: Example Config
+      description: An example configuration setting
+
+    # TODO: Declare mapping instances here:
+    # https://docs.meltano.com/guide/mappers/#example-1
     mappings:
     - name: example
       config:
diff --git a/cookiecutter/mapper-template/{{cookiecutter.mapper_id}}/pyproject.toml b/cookiecutter/mapper-template/{{cookiecutter.mapper_id}}/pyproject.toml
index 544e2c986..bbf1fe9d7 100644
--- a/cookiecutter/mapper-template/{{cookiecutter.mapper_id}}/pyproject.toml
+++ b/cookiecutter/mapper-template/{{cookiecutter.mapper_id}}/pyproject.toml
@@ -5,7 +5,7 @@ name = "{{cookiecutter.variant}}-{{cookiecutter.mapper_id}}"
 name = "{{cookiecutter.mapper_id}}"
 {%- endif %}
 version = "0.0.1"
-description = "`{{cookiecutter.mapper_id}}` is a Singer mapper {{cookiecutter.name}}, built with the Meltano Singer SDK."
+description = "Singer mapper {{cookiecutter.name}}, built with the Meltano Singer SDK."
 readme = "README.md"
 authors = ["{{ cookiecutter.admin_name }} <{{ cookiecutter.admin_email }}>"]
 keywords = [
@@ -35,7 +35,7 @@ singer-sdk = { version="~=0.38.0"{{ ', extras = ["faker"]' if cookiecutter.faker
 fs-s3fs = { version = "~=1.1.1", optional = true }
 
 [tool.poetry.group.dev.dependencies]
-pytest = ">=7.4.0"
+pytest = ">=8"
 singer-sdk = { version="~=0.38.0", extras = ["testing"] }
 
 [tool.poetry.extras]
diff --git a/cookiecutter/tap-template/{{cookiecutter.tap_id}}/meltano.yml b/cookiecutter/tap-template/{{cookiecutter.tap_id}}/meltano.yml
index c4f2ba480..8855ef34b 100644
--- a/cookiecutter/tap-template/{{cookiecutter.tap_id}}/meltano.yml
+++ b/cookiecutter/tap-template/{{cookiecutter.tap_id}}/meltano.yml
@@ -15,16 +15,32 @@ plugins:
     - discover
     - about
     - stream-maps
-    config:
-      start_date: '2010-01-01T00:00:00Z'
+
+    # TODO: Declare settings and their types here:
     settings:
-    # TODO: To configure using Meltano, declare settings and their types here:
     - name: username
+      label: Username
+      description: The username to use for authentication
+
     - name: password
       kind: password
+      label: Password
+      description: The password to use for authentication
       sensitive: true
+
     - name: start_date
-      value: '2010-01-01T00:00:00Z'
+      kind: date_iso8601
+      label: Start Date
+      description: Initial date to start extracting data from
+
+    # TODO: Declare required settings here:
+    settings_group_validation:
+    - [username, password]
+
+    # TODO: Declare default configuration values here:
+    config:
+      start_date: '2010-01-01T00:00:00Z'
+
   loaders:
   - name: target-jsonl
     variant: andyh1203
diff --git a/cookiecutter/tap-template/{{cookiecutter.tap_id}}/pyproject.toml b/cookiecutter/tap-template/{{cookiecutter.tap_id}}/pyproject.toml
index 7b51f4302..ef383b016 100644
--- a/cookiecutter/tap-template/{{cookiecutter.tap_id}}/pyproject.toml
+++ b/cookiecutter/tap-template/{{cookiecutter.tap_id}}/pyproject.toml
@@ -5,7 +5,7 @@ name = "{{cookiecutter.variant}}-{{cookiecutter.tap_id}}"
 name = "{{cookiecutter.tap_id}}"
 {%- endif %}
 version = "0.0.1"
-description = "`{{cookiecutter.tap_id}}` is a Singer tap for {{cookiecutter.source_name}}, built with the Meltano Singer SDK."
+description = "Singer tap for {{cookiecutter.source_name}}, built with the Meltano Singer SDK."
 readme = "README.md"
 authors = ["{{ cookiecutter.admin_name }} <{{ cookiecutter.admin_email }}>"]
 keywords = [
@@ -37,11 +37,11 @@ singer-sdk = { version="~=0.38.0", extras = [
 ] }
 fs-s3fs = { version = "~=1.1.1", optional = true }
 {%- if cookiecutter.stream_type in ["REST", "GraphQL"] %}
-requests = "~=2.32.0"
+requests = "~=2.32.3"
 {%- endif %}
 
 [tool.poetry.group.dev.dependencies]
-pytest = ">=7.4.0"
+pytest = ">=8"
 {%- if cookiecutter.auth_method == "JWT" %}
 singer-sdk = { version="~=0.38.0", extras = ["jwt", "testing"] }
 {%- else %}
diff --git a/cookiecutter/target-template/{{cookiecutter.target_id}}/meltano.yml b/cookiecutter/target-template/{{cookiecutter.target_id}}/meltano.yml
index c63837370..dab8bf213 100644
--- a/cookiecutter/target-template/{{cookiecutter.target_id}}/meltano.yml
+++ b/cookiecutter/target-template/{{cookiecutter.target_id}}/meltano.yml
@@ -5,7 +5,15 @@ default_environment: test
 environments:
 - name: test
 plugins:
-  extractors: []
+  extractors:
+  - name: tap-smoke-test
+    variant: meltano
+    pip_url: git+https://github.com/meltano/tap-smoke-test.git
+    config:
+      streams:
+      - stream_name: animals
+        input_filename: https://raw.githubusercontent.com/meltano/tap-smoke-test/main/demo-data/animals-data.jsonl
+
   loaders:
   - name: "{{cookiecutter.target_id}}"
     namespace: "{{cookiecutter.library_name}}"
@@ -14,13 +22,19 @@ plugins:
     - about
     - stream-maps
     - record-flattening
-    config:
-      start_date: '2010-01-01T00:00:00Z'
+
+    # TODO: Declare settings and their types here:
     settings:
-    # TODO: To configure using Meltano, declare settings and their types here:
     - name: username
+      label: Username
+      description: The username to use for authentication
+
     - name: password
       kind: password
+      label: Password
+      description: The password to use for authentication
       sensitive: true
-    - name: start_date
-      value: '2010-01-01T00:00:00Z'
+
+    # TODO: Declare required settings here:
+    settings_group_validation:
+    - [username, password]
diff --git a/cookiecutter/target-template/{{cookiecutter.target_id}}/pyproject.toml b/cookiecutter/target-template/{{cookiecutter.target_id}}/pyproject.toml
index 6fa2615d3..429fb672a 100644
--- a/cookiecutter/target-template/{{cookiecutter.target_id}}/pyproject.toml
+++ b/cookiecutter/target-template/{{cookiecutter.target_id}}/pyproject.toml
@@ -5,7 +5,7 @@ name = "{{cookiecutter.variant}}-{{cookiecutter.target_id}}"
 name = "{{cookiecutter.target_id}}"
 {%- endif %}
 version = "0.0.1"
-description = "`{{cookiecutter.target_id}}` is a Singer target for {{cookiecutter.destination_name}}, built with the Meltano Singer SDK."
+description = "Singer target for {{cookiecutter.destination_name}}, built with the Meltano Singer SDK."
 readme = "README.md"
 authors = ["{{ cookiecutter.admin_name }} <{{ cookiecutter.admin_email }}>"]
 keywords = [
@@ -33,11 +33,11 @@ python = ">=3.8"
 singer-sdk = { version="~=0.38.0"{{ ', extras = ["faker"]' if cookiecutter.faker_extra }} }
 fs-s3fs = { version = "~=1.1.1", optional = true }
 {%- if cookiecutter.serialization_method != "SQL" %}
-requests = "~=2.32.0"
+requests = "~=2.32.3"
 {%- endif %}
 
 [tool.poetry.dev-dependencies]
-pytest = ">=7.4.0"
+pytest = ">=8"
 singer-sdk = { version="~=0.38.0", extras = ["testing"] }
 
 [tool.poetry.extras]

From 5b4f41aa35800ad10d60acf4992ac2ea61f012e4 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Edgar=20Ram=C3=ADrez=20Mondrag=C3=B3n?=
 <16805946+edgarrmondragon@users.noreply.github.com>
Date: Fri, 19 Jul 2024 15:06:51 -0600
Subject: [PATCH 48/77] fix: Use mapped stream aliases when handling
 `ACTIVATE_VERSION` messages in the base target class (#2554)

Closes https://github.com/meltano/sdk/issues/1055
---
 singer_sdk/target_base.py | 6 ++++--
 1 file changed, 4 insertions(+), 2 deletions(-)

diff --git a/singer_sdk/target_base.py b/singer_sdk/target_base.py
index d560a555e..8ecdfa851 100644
--- a/singer_sdk/target_base.py
+++ b/singer_sdk/target_base.py
@@ -451,8 +451,10 @@ def _process_activate_version_message(self, message_dict: dict) -> None:
             message_dict: TODO
         """
         stream_name = message_dict["stream"]
-        sink = self.get_sink(stream_name)
-        sink.activate_version(message_dict["version"])
+
+        for stream_map in self.mapper.stream_maps[stream_name]:
+            sink = self.get_sink(stream_map.stream_alias)
+            sink.activate_version(message_dict["version"])
 
     def _process_batch_message(self, message_dict: dict) -> None:
         """Handle the optional BATCH message extension.

From 4cafb6fdecf38fd3af76a97e4ed0bdbf8612e7ef Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Edgar=20Ram=C3=ADrez=20Mondrag=C3=B3n?=
 <16805946+edgarrmondragon@users.noreply.github.com>
Date: Fri, 19 Jul 2024 17:00:02 -0600
Subject: [PATCH 49/77] chore: Split settings, python versions and capabilities
 into their own lines in plain about output (#2555)

---
 singer_sdk/about.py                        | 75 ++++++++++++----------
 singer_sdk/plugin_base.py                  |  8 ++-
 tests/core/test_about.py                   |  1 +
 tests/snapshots/about_format/text.snap.txt | 24 ++++++-
 4 files changed, 69 insertions(+), 39 deletions(-)

diff --git a/singer_sdk/about.py b/singer_sdk/about.py
index 87f83a6ef..d1228b43c 100644
--- a/singer_sdk/about.py
+++ b/singer_sdk/about.py
@@ -67,6 +67,7 @@ class AboutInfo:
 
     capabilities: list[CapabilitiesEnum]
     settings: dict
+    env_var_prefix: str
 
 
 class AboutFormatter(abc.ABC):
@@ -118,17 +119,33 @@ def format_about(self, about_info: AboutInfo) -> str:  # noqa: PLR6301
         Returns:
             A formatted string.
         """
-        return dedent(
+        output = dedent(
             f"""\
             Name: {about_info.name}
             Description: {about_info.description}
             Version: {about_info.version}
-            SDK Version: {about_info.sdk_version}
-            Supported Python Versions: {about_info.supported_python_versions}
-            Capabilities: {about_info.capabilities}
-            Settings: {about_info.settings}""",
+            SDK Version: {about_info.sdk_version}"""
         )
 
+        if about_info.supported_python_versions:
+            output += "\nSupport Python Versions:\n"
+            output += "\n".join(
+                [f"  - {v}" for v in about_info.supported_python_versions]
+            )
+
+        output += "\nSupport Python Versions:\n"
+        output += "\n".join([f"  - {c}" for c in about_info.capabilities])
+
+        output += "\nSettings:\n"
+        for setting, schema in about_info.settings.get("properties", {}).items():
+            env_var = about_info.env_var_prefix + setting.upper().replace("-", "_")
+            json_type = schema.get("type")
+            output += f"  - Name: {setting}\n"
+            output += f"    Type: {json_type}\n"
+            output += f"    Environment Variable: {env_var}\n"
+
+        return output
+
 
 class JSONFormatter(AboutFormatter, format_name="json"):
     """About formatter for JSON output."""
@@ -227,43 +244,34 @@ def format_about(self, about_info: AboutInfo) -> str:
         Returns:
             A formatted string.
         """
-        # Empty list for string parts
-        md_list = []
-
-        # Iterate over Dict to set md
-        md_list.append(
-            f"# `{about_info.name}`\n\n"
-            f"{about_info.description}\n\n"
-            f"Built with the [Meltano Singer SDK](https://sdk.meltano.com).\n\n",
-        )
-
-        # Process capabilities and settings
-
-        capabilities = "## Capabilities\n\n"
-        capabilities += "\n".join([f"* `{v}`" for v in about_info.capabilities])
-        capabilities += "\n\n"
-        md_list.append(capabilities)
+        # Header
+        output = dedent(f"""\
+            # `{about_info.name}`\n
+            {about_info.description}\n
+            Built with the [Meltano Singer SDK](https://sdk.meltano.com).\n
+        """)
+
+        # Process capabilities
+        output += "## Capabilities\n\n"
+        output += "\n".join([f"* `{v}`" for v in about_info.capabilities])
+        output += "\n\n"
 
         # Process Supported Python Versions
-
         if about_info.supported_python_versions:
-            supported_python_versions = "## Supported Python Versions\n\n"
-            supported_python_versions += "\n".join(
+            output += "## Supported Python Versions\n\n"
+            output += "\n".join(
                 [f"* {v}" for v in about_info.supported_python_versions],
             )
-            supported_python_versions += "\n\n"
-            md_list.append(supported_python_versions)
+            output += "\n\n"
 
         # Process settings
-
-        setting = "## Settings\n\n"
-        settings_table = (
+        output += "## Settings\n\n"
+        output += (
             "| Setting | Required | Default | Description |\n"
             "|:--------|:--------:|:-------:|:------------|\n"
         )
-        settings_table += "\n".join(self._generate_property_rows(about_info.settings))
-        setting += settings_table
-        setting += (
+        output += "\n".join(self._generate_property_rows(about_info.settings))
+        output += (
             "\n\n"
             + "\n".join(
                 [
@@ -273,6 +281,5 @@ def format_about(self, about_info: AboutInfo) -> str:
             )
             + "\n"
         )
-        md_list.append(setting)
 
-        return "".join(md_list)
+        return output
diff --git a/singer_sdk/plugin_base.py b/singer_sdk/plugin_base.py
index b88559088..f709fed95 100644
--- a/singer_sdk/plugin_base.py
+++ b/singer_sdk/plugin_base.py
@@ -229,6 +229,10 @@ def capabilities(self) -> list[CapabilitiesEnum]:  # noqa: PLR6301
             PluginCapabilities.BATCH,
         ]
 
+    @classproperty
+    def _env_var_prefix(cls) -> str:  # noqa: N805
+        return f"{cls.name.upper().replace('-', '_')}_"
+
     @classproperty
     def _env_var_config(cls) -> dict[str, t.Any]:  # noqa: N805
         """Return any config specified in environment variables.
@@ -239,11 +243,10 @@ def _env_var_config(cls) -> dict[str, t.Any]:  # noqa: N805
         Returns:
             Dictionary of configuration parsed from the environment.
         """
-        plugin_env_prefix = f"{cls.name.upper().replace('-', '_')}_"
         config_jsonschema = cls.config_jsonschema
         cls.append_builtin_config(config_jsonschema)
 
-        return parse_environment_config(config_jsonschema, plugin_env_prefix)
+        return parse_environment_config(config_jsonschema, cls._env_var_prefix)
 
     # Core plugin metadata:
 
@@ -428,6 +431,7 @@ def _get_about_info(cls: type[PluginBase]) -> about.AboutInfo:
             supported_python_versions=cls.get_supported_python_versions(),
             capabilities=cls.capabilities,
             settings=config_jsonschema,
+            env_var_prefix=cls._env_var_prefix,
         )
 
     @classmethod
diff --git a/tests/core/test_about.py b/tests/core/test_about.py
index a25543ca2..70a445bb1 100644
--- a/tests/core/test_about.py
+++ b/tests/core/test_about.py
@@ -66,6 +66,7 @@ def about_info() -> AboutInfo:
             },
             "required": ["api_key"],
         },
+        env_var_prefix="TAP_EXAMPLE_",
     )
 
 
diff --git a/tests/snapshots/about_format/text.snap.txt b/tests/snapshots/about_format/text.snap.txt
index 06a3649c7..028f0541b 100644
--- a/tests/snapshots/about_format/text.snap.txt
+++ b/tests/snapshots/about_format/text.snap.txt
@@ -2,6 +2,24 @@ Name: tap-example
 Description: Example tap for Singer SDK
 Version: 0.1.1
 SDK Version: 1.0.0
-Supported Python Versions: ['3.8', '3.9', '3.10', '3.11', '3.12', '3.13']
-Capabilities: [catalog, discover, state]
-Settings: {'properties': {'start_date': {'type': 'string', 'format': 'date-time', 'description': 'Start date for the tap to extract data from.'}, 'api_key': {'type': 'string', 'description': 'API key for the tap to use.'}, 'complex_setting': {'type': 'object', 'description': 'A complex setting, with sub-settings.', 'properties': {'sub_setting': {'type': 'string', 'description': 'A sub-setting.'}}}}, 'required': ['api_key']}
\ No newline at end of file
+Support Python Versions:
+  - 3.8
+  - 3.9
+  - 3.10
+  - 3.11
+  - 3.12
+  - 3.13
+Support Python Versions:
+  - catalog
+  - discover
+  - state
+Settings:
+  - Name: start_date
+    Type: string
+    Environment Variable: TAP_EXAMPLE_START_DATE
+  - Name: api_key
+    Type: string
+    Environment Variable: TAP_EXAMPLE_API_KEY
+  - Name: complex_setting
+    Type: object
+    Environment Variable: TAP_EXAMPLE_COMPLEX_SETTING

From 4ace75aaf5f6062d0db63f069cdd7067d6dc6465 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Edgar=20Ram=C3=ADrez=20Mondrag=C3=B3n?=
 <16805946+edgarrmondragon@users.noreply.github.com>
Date: Fri, 19 Jul 2024 18:13:25 -0600
Subject: [PATCH 50/77] docs: Reference state partitioning in stream
 partitioning page (#2556)

* docs: Reference state partitioning in stream partitioning page

* Fix extension
---
 docs/partitioning.md | 4 ++++
 1 file changed, 4 insertions(+)

diff --git a/docs/partitioning.md b/docs/partitioning.md
index 95103dc45..144d210cf 100644
--- a/docs/partitioning.md
+++ b/docs/partitioning.md
@@ -3,6 +3,10 @@
 The Tap SDK supports stream partitioning, meaning a set of substreams
 which each have their own state and their own distinct queryable domain.
 
+You can read more about state partitioning in the
+[State Implemetation](./implementation/state.md#partitioned-state) explanation
+document.
+
 ## If you do not require partitioning
 
 In general, developers can simply ignore the [`context`](./context_object.md) arguments

From 9c97d4a37d2fb6a6f58d272b388ad5773d80d448 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Edgar=20Ram=C3=ADrez=20Mondrag=C3=B3n?=
 <16805946+edgarrmondragon@users.noreply.github.com>
Date: Fri, 19 Jul 2024 18:45:06 -0600
Subject: [PATCH 51/77] docs: Document that `get_starting_timestamp` requires
 setting a non-null replication_key (#2557)

* docs: Document that `get_starting_timestamp` requires setting a non-null replication_key

* Use `note` admonition

* Reference as attribute
---
 singer_sdk/streams/core.py | 10 ++++++++++
 1 file changed, 10 insertions(+)

diff --git a/singer_sdk/streams/core.py b/singer_sdk/streams/core.py
index c588a9729..ed9052ae0 100644
--- a/singer_sdk/streams/core.py
+++ b/singer_sdk/streams/core.py
@@ -249,6 +249,11 @@ def get_starting_replication_key_value(
 
         Returns:
             Starting replication value.
+
+        .. note::
+
+           This method requires :attr:`~singer_sdk.Stream.replication_key` to be set
+           to a non-null value, indicating the stream should be synced incrementally.
         """
         state = self.get_context_state(context)
 
@@ -280,6 +285,11 @@ def get_starting_timestamp(
 
         Raises:
             ValueError: If the replication value is not a valid timestamp.
+
+        .. note::
+
+           This method requires :attr:`~singer_sdk.Stream.replication_key` to be set
+           to a non-null value, indicating the stream should be synced incrementally.
         """
         value = self.get_starting_replication_key_value(context)
 

From e40603fe6f2a19be0c5bd9d4502854cf8fd9500c Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 22 Jul 2024 06:36:43 -0600
Subject: [PATCH 52/77] chore(deps): bump cryptography from 42.0.8 to 43.0.0
 (#2561)

Bumps [cryptography](https://github.com/pyca/cryptography) from 42.0.8 to 43.0.0.
- [Changelog](https://github.com/pyca/cryptography/blob/main/CHANGELOG.rst)
- [Commits](https://github.com/pyca/cryptography/compare/42.0.8...43.0.0)

---
updated-dependencies:
- dependency-name: cryptography
  dependency-type: direct:production
  update-type: version-update:semver-major
...

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
---
 poetry.lock | 76 +++++++++++++++++++++++++++++------------------------
 1 file changed, 42 insertions(+), 34 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index df017be89..79fc38607 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -464,43 +464,38 @@ toml = ["tomli"]
 
 [[package]]
 name = "cryptography"
-version = "42.0.8"
+version = "43.0.0"
 description = "cryptography is a package which provides cryptographic recipes and primitives to Python developers."
 optional = true
 python-versions = ">=3.7"
 files = [
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 ]
 
 [package.dependencies]
@@ -513,7 +508,7 @@ nox = ["nox"]
 pep8test = ["check-sdist", "click", "mypy", "ruff"]
 sdist = ["build"]
 ssh = ["bcrypt (>=3.1.5)"]
-test = ["certifi", "pretend", "pytest (>=6.2.0)", "pytest-benchmark", "pytest-cov", "pytest-xdist"]
+test = ["certifi", "cryptography-vectors (==43.0.0)", "pretend", "pytest (>=6.2.0)", "pytest-benchmark", "pytest-cov", "pytest-xdist"]
 test-randomorder = ["pytest-randomly"]
 
 [[package]]
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 ]
 
 [package.dependencies]

From 11b3197b68f77a27e4e1a90b0e81560c0946a60b Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 22 Jul 2024 06:41:01 -0600
Subject: [PATCH 53/77] chore(deps): bump the runtime-dependencies group with 2
 updates (#2560)

Bumps the runtime-dependencies group with 2 updates: [sphinx](https://github.com/sphinx-doc/sphinx) and [pytest](https://github.com/pytest-dev/pytest).


Updates `sphinx` from 7.4.6 to 7.4.7
- [Release notes](https://github.com/sphinx-doc/sphinx/releases)
- [Changelog](https://github.com/sphinx-doc/sphinx/blob/master/CHANGES.rst)
- [Commits](https://github.com/sphinx-doc/sphinx/compare/v7.4.6...v7.4.7)

Updates `pytest` from 8.2.2 to 8.3.1
- [Release notes](https://github.com/pytest-dev/pytest/releases)
- [Changelog](https://github.com/pytest-dev/pytest/blob/main/CHANGELOG.rst)
- [Commits](https://github.com/pytest-dev/pytest/compare/8.2.2...8.3.1)

---
updated-dependencies:
- dependency-name: sphinx
  dependency-type: direct:production
  update-type: version-update:semver-patch
  dependency-group: runtime-dependencies
- dependency-name: pytest
  dependency-type: direct:production
  update-type: version-update:semver-minor
  dependency-group: runtime-dependencies
...

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
---
 poetry.lock | 14 +++++++-------
 1 file changed, 7 insertions(+), 7 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 79fc38607..96b87d6ec 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1524,13 +1524,13 @@ tests = ["coverage[toml] (==5.0.4)", "pytest (>=6.0.0,<7.0.0)"]
 
 [[package]]
 name = "pytest"
-version = "8.2.2"
+version = "8.3.1"
 description = "pytest: simple powerful testing with Python"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "pytest-8.2.2-py3-none-any.whl", hash = "sha256:c434598117762e2bd304e526244f67bf66bbd7b5d6cf22138be51ff661980343"},
-    {file = "pytest-8.2.2.tar.gz", hash = "sha256:de4bb8104e201939ccdc688b27a89a7be2079b22e2bd2b07f806b6ba71117977"},
+    {file = "pytest-8.3.1-py3-none-any.whl", hash = "sha256:e9600ccf4f563976e2c99fa02c7624ab938296551f280835ee6516df8bc4ae8c"},
+    {file = "pytest-8.3.1.tar.gz", hash = "sha256:7e8e5c5abd6e93cb1cc151f23e57adc31fcf8cfd2a3ff2da63e23f732de35db6"},
 ]
 
 [package.dependencies]
@@ -1538,7 +1538,7 @@ colorama = {version = "*", markers = "sys_platform == \"win32\""}
 exceptiongroup = {version = ">=1.0.0rc8", markers = "python_version < \"3.11\""}
 iniconfig = "*"
 packaging = "*"
-pluggy = ">=1.5,<2.0"
+pluggy = ">=1.5,<2"
 tomli = {version = ">=1", markers = "python_version < \"3.11\""}
 
 [package.extras]
@@ -2074,13 +2074,13 @@ files = [
 
 [[package]]
 name = "sphinx"
-version = "7.4.6"
+version = "7.4.7"
 description = "Python documentation generator"
 optional = true
 python-versions = ">=3.9"
 files = [
-    {file = "sphinx-7.4.6-py3-none-any.whl", hash = "sha256:915760d6188288a1e30c2cd0d9fa31b1b009bc6e6019cc0c32d16c77d20e86d9"},
-    {file = "sphinx-7.4.6.tar.gz", hash = "sha256:116918d455c493fff3178edea12b4fe1c1e4894680fd81e7b7431ea21d47ca52"},
+    {file = "sphinx-7.4.7-py3-none-any.whl", hash = "sha256:c2419e2135d11f1951cd994d6eb18a1835bd8fdd8429f9ca375dc1f3281bd239"},
+    {file = "sphinx-7.4.7.tar.gz", hash = "sha256:242f92a7ea7e6c5b406fdc2615413890ba9f699114a9c09192d7dfead2ee9cfe"},
 ]
 
 [package.dependencies]

From 48344385715d1f04d56a594e7c7bf2d58e68d855 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 22 Jul 2024 06:43:24 -0600
Subject: [PATCH 54/77] chore(deps-dev): bump the development-dependencies
 group with 2 updates (#2559)

Bumps the development-dependencies group with 2 updates: [deptry](https://github.com/fpgmaas/deptry) and [mypy](https://github.com/python/mypy).


Updates `deptry` from 0.16.2 to 0.17.0
- [Release notes](https://github.com/fpgmaas/deptry/releases)
- [Changelog](https://github.com/fpgmaas/deptry/blob/main/CHANGELOG.md)
- [Commits](https://github.com/fpgmaas/deptry/compare/0.16.2...0.17.0)

Updates `mypy` from 1.10.1 to 1.11.0
- [Changelog](https://github.com/python/mypy/blob/master/CHANGELOG.md)
- [Commits](https://github.com/python/mypy/compare/v1.10.1...v1.11)

---
updated-dependencies:
- dependency-name: deptry
  dependency-type: direct:development
  update-type: version-update:semver-minor
  dependency-group: development-dependencies
- dependency-name: mypy
  dependency-type: direct:development
  update-type: version-update:semver-minor
  dependency-group: development-dependencies
...

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
---
 poetry.lock | 82 ++++++++++++++++++++++++++---------------------------
 1 file changed, 41 insertions(+), 41 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 96b87d6ec..79afc20d3 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -513,22 +513,22 @@ test-randomorder = ["pytest-randomly"]
 
 [[package]]
 name = "deptry"
-version = "0.16.2"
+version = "0.17.0"
 description = "A command line utility to check for unused, missing and transitive dependencies in a Python project."
 optional = false
 python-versions = ">=3.8"
 files = [
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-    {file = "deptry-0.16.2-cp38-abi3-macosx_11_0_arm64.whl", hash = "sha256:fc881688a2eaeafe51c0617d32a6535057bccdb74559cc667109f48f81cd976e"},
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-    {file = "deptry-0.16.2-pp310-pypy310_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:7e4408fa5a8d146b55bc40f0829fb875efef33174a2679bd9954ce988b9bc0d7"},
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-    {file = "deptry-0.16.2.tar.gz", hash = "sha256:f0f752cf6f5e9f7445a79fcf195b772cd2d4b889cd260e23867dd8013caa74c1"},
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+    {file = "deptry-0.17.0-pp310-pypy310_pp73-macosx_10_12_x86_64.whl", hash = "sha256:1753b8807c3da82637beb6a0b32df85fea73bcc33a31bcda2087487bd92c336e"},
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+    {file = "deptry-0.17.0-pp310-pypy310_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:d7de2feebecb256ccee69b0f8144c678763d7842704959239fa7e7f3fc60f8a1"},
+    {file = "deptry-0.17.0-pp310-pypy310_pp73-win_amd64.whl", hash = "sha256:e4724e014c0787452962833cc3030170d267fbd3ac34f6c09b8449d8e8147f39"},
+    {file = "deptry-0.17.0.tar.gz", hash = "sha256:f48a71bab8f46a896fe507c8be5f2b50bb9bab0c44e4dfad00afe87e9a08c14b"},
 ]
 
 [package.dependencies]
@@ -1096,44 +1096,44 @@ files = [
 
 [[package]]
 name = "mypy"
-version = "1.10.1"
+version = "1.11.0"
 description = "Optional static typing for Python"
 optional = false
 python-versions = ">=3.8"
 files = [
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-    {file = "mypy-1.10.1-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:0cd62192a4a32b77ceb31272d9e74d23cd88c8060c34d1d3622db3267679a5d9"},
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+    {file = "mypy-1.11.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:becc9111ca572b04e7e77131bc708480cc88a911adf3d0239f974c034b78085c"},
+    {file = "mypy-1.11.0-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:6801319fe76c3f3a3833f2b5af7bd2c17bb93c00026a2a1b924e6762f5b19e13"},
+    {file = "mypy-1.11.0-cp39-cp39-win_amd64.whl", hash = "sha256:c1a184c64521dc549324ec6ef7cbaa6b351912be9cb5edb803c2808a0d7e85ac"},
+    {file = "mypy-1.11.0-py3-none-any.whl", hash = "sha256:56913ec8c7638b0091ef4da6fcc9136896914a9d60d54670a75880c3e5b99ace"},
+    {file = "mypy-1.11.0.tar.gz", hash = "sha256:93743608c7348772fdc717af4aeee1997293a1ad04bc0ea6efa15bf65385c538"},
 ]
 
 [package.dependencies]
 mypy-extensions = ">=1.0.0"
 tomli = {version = ">=1.1.0", markers = "python_version < \"3.11\""}
-typing-extensions = ">=4.1.0"
+typing-extensions = ">=4.6.0"
 
 [package.extras]
 dmypy = ["psutil (>=4.0)"]

From 1bccf98d2f89b9e75f5a89e64050d01256e2db0b Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Edgar=20Ram=C3=ADrez=20Mondrag=C3=B3n?=
 <16805946+edgarrmondragon@users.noreply.github.com>
Date: Mon, 22 Jul 2024 11:55:26 -0600
Subject: [PATCH 55/77] chore: Update dependabot.yml (#2562)

---
 .github/dependabot.yml | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/.github/dependabot.yml b/.github/dependabot.yml
index 658c04fdc..4b12bfa9b 100644
--- a/.github/dependabot.yml
+++ b/.github/dependabot.yml
@@ -6,7 +6,7 @@ updates:
       interval: weekly
       time: "12:00"
     reviewers: [meltano/engineering]
-    labels: [deps]
+    labels: [Dependencies]
     groups:
       development-dependencies:
         dependency-type: development
@@ -21,7 +21,7 @@ updates:
       interval: weekly
       time: "12:00"
     reviewers: [meltano/engineering]
-    labels: [deps]
+    labels: [Dependencies]
     groups:
       ci:
         patterns:
@@ -31,7 +31,7 @@ updates:
     schedule:
       interval: weekly
     reviewers: [meltano/engineering]
-    labels: [deps]
+    labels: [Dependencies]
     groups:
       actions:
         patterns:

From e0197cd4da6ce343ab17f4153cfea3aa1f1ec2ce Mon Sep 17 00:00:00 2001
From: "pre-commit-ci[bot]"
 <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Date: Mon, 22 Jul 2024 18:21:13 -0600
Subject: [PATCH 56/77] chore: pre-commit autoupdate (#2563)
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

* chore: pre-commit autoupdate

updates:
- [github.com/astral-sh/ruff-pre-commit: v0.5.2 → v0.5.4](https://github.com/astral-sh/ruff-pre-commit/compare/v0.5.2...v0.5.4)

* [pre-commit.ci] auto fixes from pre-commit.com hooks

for more information, see https://pre-commit.ci

---------

Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
---
 .pre-commit-config.yaml | 2 +-
 singer_sdk/typing.py    | 2 +-
 2 files changed, 2 insertions(+), 2 deletions(-)

diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index ebf5e849c..2be705072 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -50,7 +50,7 @@ repos:
   - id: check-readthedocs
 
 - repo: https://github.com/astral-sh/ruff-pre-commit
-  rev: v0.5.2
+  rev: v0.5.4
   hooks:
   - id: ruff
     args: [--fix, --exit-non-zero-on-fix, --show-fixes]
diff --git a/singer_sdk/typing.py b/singer_sdk/typing.py
index ca4d917df..908850686 100644
--- a/singer_sdk/typing.py
+++ b/singer_sdk/typing.py
@@ -612,7 +612,7 @@ class Property(JSONTypeHelper[T], t.Generic[T]):
     """Generic Property. Should be nested within a `PropertiesList`."""
 
     # TODO: Make some of these arguments keyword-only. This is a breaking change.
-    def __init__(  # noqa: PLR0913
+    def __init__(
         self,
         name: str,
         wrapped: JSONTypeHelper[T] | type[JSONTypeHelper[T]],

From 078cffddfa8ee514ff740fca035ddac03dc37ae8 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Edgar=20Ram=C3=ADrez=20Mondrag=C3=B3n?=
 <16805946+edgarrmondragon@users.noreply.github.com>
Date: Thu, 25 Jul 2024 10:55:47 -0400
Subject: [PATCH 57/77] refactor: Make `SQLSink` a generic with a
 `SQLConnector` type parameter (#2564)

---
 samples/sample_target_sqlite/__init__.py |  2 +-
 singer_sdk/sinks/sql.py                  | 12 +++++++-----
 tests/conftest.py                        |  2 +-
 3 files changed, 9 insertions(+), 7 deletions(-)

diff --git a/samples/sample_target_sqlite/__init__.py b/samples/sample_target_sqlite/__init__.py
index 07e5172aa..d296c5fb0 100644
--- a/samples/sample_target_sqlite/__init__.py
+++ b/samples/sample_target_sqlite/__init__.py
@@ -26,7 +26,7 @@ def get_sqlalchemy_url(self, config: dict[str, t.Any]) -> str:  # noqa: PLR6301
         return f"sqlite:///{config[DB_PATH_CONFIG]}"
 
 
-class SQLiteSink(SQLSink):
+class SQLiteSink(SQLSink[SQLiteConnector]):
     """The Sink class for SQLite.
 
     This class allows developers to optionally override `get_records()` and other
diff --git a/singer_sdk/sinks/sql.py b/singer_sdk/sinks/sql.py
index 9b8823f27..33a741614 100644
--- a/singer_sdk/sinks/sql.py
+++ b/singer_sdk/sinks/sql.py
@@ -23,11 +23,13 @@
 
     from singer_sdk.target_base import Target
 
+_C = t.TypeVar("_C", bound=SQLConnector)
 
-class SQLSink(BatchSink):
+
+class SQLSink(BatchSink, t.Generic[_C]):
     """SQL-type sink type."""
 
-    connector_class: type[SQLConnector]
+    connector_class: type[_C]
     soft_delete_column_name = "_sdc_deleted_at"
     version_column_name = "_sdc_table_version"
 
@@ -37,7 +39,7 @@ def __init__(
         stream_name: str,
         schema: dict,
         key_properties: t.Sequence[str] | None,
-        connector: SQLConnector | None = None,
+        connector: _C | None = None,
     ) -> None:
         """Initialize SQL Sink.
 
@@ -48,12 +50,12 @@ def __init__(
             key_properties: The primary key columns.
             connector: Optional connector to reuse.
         """
-        self._connector: SQLConnector
+        self._connector: _C
         self._connector = connector or self.connector_class(dict(target.config))
         super().__init__(target, stream_name, schema, key_properties)
 
     @property
-    def connector(self) -> SQLConnector:
+    def connector(self) -> _C:
         """The connector object.
 
         Returns:
diff --git a/tests/conftest.py b/tests/conftest.py
index d2961722f..0b5bc4b74 100644
--- a/tests/conftest.py
+++ b/tests/conftest.py
@@ -138,7 +138,7 @@ class SQLConnectorMock(SQLConnector):
     """A Mock SQLConnector class."""
 
 
-class SQLSinkMock(SQLSink):
+class SQLSinkMock(SQLSink[SQLConnectorMock]):
     """A mock Sink class."""
 
     name = "sql-sink-mock"

From 433b7fe614ea8587e8b76784e6289b852a742dd5 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Edgar=20Ram=C3=ADrez=20Mondrag=C3=B3n?=
 <16805946+edgarrmondragon@users.noreply.github.com>
Date: Thu, 25 Jul 2024 11:42:57 -0400
Subject: [PATCH 58/77] chore: Make it easier to switch Singer reader and
 writer IO implementations in plugin classes (#2565)

---
 singer_sdk/_singerlib/encoding/__init__.py |  6 +++---
 singer_sdk/_singerlib/encoding/_simple.py  |  4 ++--
 singer_sdk/_singerlib/messages.py          |  2 +-
 singer_sdk/io_base.py                      | 16 +++++++++++++++-
 4 files changed, 21 insertions(+), 7 deletions(-)

diff --git a/singer_sdk/_singerlib/encoding/__init__.py b/singer_sdk/_singerlib/encoding/__init__.py
index 2d64c54dc..65ed5b767 100644
--- a/singer_sdk/_singerlib/encoding/__init__.py
+++ b/singer_sdk/_singerlib/encoding/__init__.py
@@ -1,12 +1,12 @@
 from __future__ import annotations
 
 from ._base import GenericSingerReader, GenericSingerWriter, SingerMessageType
-from ._simple import SingerReader, SingerWriter
+from ._simple import SimpleSingerReader, SimpleSingerWriter
 
 __all__ = [
     "GenericSingerReader",
     "GenericSingerWriter",
+    "SimpleSingerReader",
+    "SimpleSingerWriter",
     "SingerMessageType",
-    "SingerReader",
-    "SingerWriter",
 ]
diff --git a/singer_sdk/_singerlib/encoding/_simple.py b/singer_sdk/_singerlib/encoding/_simple.py
index 5bfb242fb..7ce148fc3 100644
--- a/singer_sdk/_singerlib/encoding/_simple.py
+++ b/singer_sdk/_singerlib/encoding/_simple.py
@@ -194,7 +194,7 @@ def __post_init__(self) -> None:
         self.type = SingerMessageType.ACTIVATE_VERSION
 
 
-class SingerReader(GenericSingerReader[str]):
+class SimpleSingerReader(GenericSingerReader[str]):
     """Base class for all plugins reading Singer messages as strings from stdin."""
 
     default_input = sys.stdin
@@ -219,7 +219,7 @@ def deserialize_json(self, line: str) -> dict:  # noqa: PLR6301
             raise InvalidInputLine(msg) from exc
 
 
-class SingerWriter(GenericSingerWriter[str, Message]):
+class SimpleSingerWriter(GenericSingerWriter[str, Message]):
     """Interface for all plugins writing Singer messages to stdout."""
 
     def serialize_message(self, message: Message) -> str:  # noqa: PLR6301
diff --git a/singer_sdk/_singerlib/messages.py b/singer_sdk/_singerlib/messages.py
index 640219de6..271c3bea3 100644
--- a/singer_sdk/_singerlib/messages.py
+++ b/singer_sdk/_singerlib/messages.py
@@ -2,7 +2,7 @@
 
 from __future__ import annotations
 
-from .encoding import SingerWriter
+from .encoding import SimpleSingerWriter as SingerWriter
 from .encoding._base import SingerMessageType
 from .encoding._simple import (
     ActivateVersionMessage,
diff --git a/singer_sdk/io_base.py b/singer_sdk/io_base.py
index f9041beea..f24188b4e 100644
--- a/singer_sdk/io_base.py
+++ b/singer_sdk/io_base.py
@@ -2,4 +2,18 @@
 
 from __future__ import annotations
 
-from singer_sdk._singerlib.encoding import *  # noqa: F403
+from singer_sdk._singerlib.encoding import (
+    GenericSingerReader,
+    GenericSingerWriter,
+    SingerMessageType,
+)
+from singer_sdk._singerlib.encoding import SimpleSingerReader as SingerReader
+from singer_sdk._singerlib.encoding import SimpleSingerWriter as SingerWriter
+
+__all__ = [
+    "GenericSingerReader",
+    "GenericSingerWriter",
+    "SingerMessageType",
+    "SingerReader",
+    "SingerWriter",
+]

From 8774b164336a90586ae1366ba9d2e642ccd42f86 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 29 Jul 2024 07:08:12 -0600
Subject: [PATCH 59/77] chore(deps): bump the ci group in /.github/workflows
 with 2 updates (#2571)

Bumps the ci group in /.github/workflows with 2 updates: [pip](https://github.com/pypa/pip) and [pre-commit](https://github.com/pre-commit/pre-commit).


Updates `pip` from 24.1.2 to 24.2
- [Changelog](https://github.com/pypa/pip/blob/main/NEWS.rst)
- [Commits](https://github.com/pypa/pip/compare/24.1.2...24.2)

Updates `pre-commit` from 3.7.1 to 3.8.0
- [Release notes](https://github.com/pre-commit/pre-commit/releases)
- [Changelog](https://github.com/pre-commit/pre-commit/blob/main/CHANGELOG.md)
- [Commits](https://github.com/pre-commit/pre-commit/compare/v3.7.1...v3.8.0)

---
updated-dependencies:
- dependency-name: pip
  dependency-type: direct:production
  update-type: version-update:semver-minor
  dependency-group: ci
- dependency-name: pre-commit
  dependency-type: direct:production
  update-type: version-update:semver-minor
  dependency-group: ci
...

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
---
 .github/workflows/constraints.txt | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/.github/workflows/constraints.txt b/.github/workflows/constraints.txt
index 70fa9ec0b..e6615dcc3 100644
--- a/.github/workflows/constraints.txt
+++ b/.github/workflows/constraints.txt
@@ -1,8 +1,8 @@
 griffe==0.48.0
-pip==24.1.2
+pip==24.2
 poetry==1.8.3
 poetry-plugin-export==1.8.0
 poetry-dynamic-versioning==1.4.0
-pre-commit==3.7.1
+pre-commit==3.8.0
 nox==2024.4.15
 nox-poetry==1.0.3

From 547131b3f20ac3d523ea938a7e0a5d67ab204862 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 29 Jul 2024 07:09:40 -0600
Subject: [PATCH 60/77] chore(deps): bump the runtime-dependencies group with 2
 updates (#2570)

Bumps the runtime-dependencies group with 2 updates: [importlib-metadata](https://github.com/python/importlib_metadata) and [pytest](https://github.com/pytest-dev/pytest).


Updates `importlib-metadata` from 8.0.0 to 8.2.0
- [Release notes](https://github.com/python/importlib_metadata/releases)
- [Changelog](https://github.com/python/importlib_metadata/blob/main/NEWS.rst)
- [Commits](https://github.com/python/importlib_metadata/compare/v8.0.0...v8.2.0)

Updates `pytest` from 8.3.1 to 8.3.2
- [Release notes](https://github.com/pytest-dev/pytest/releases)
- [Changelog](https://github.com/pytest-dev/pytest/blob/main/CHANGELOG.rst)
- [Commits](https://github.com/pytest-dev/pytest/compare/8.3.1...8.3.2)

---
updated-dependencies:
- dependency-name: importlib-metadata
  dependency-type: direct:production
  update-type: version-update:semver-minor
  dependency-group: runtime-dependencies
- dependency-name: pytest
  dependency-type: direct:production
  update-type: version-update:semver-patch
  dependency-group: runtime-dependencies
...

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
---
 poetry.lock | 12 ++++++------
 1 file changed, 6 insertions(+), 6 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 79afc20d3..40495ed18 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -823,13 +823,13 @@ files = [
 
 [[package]]
 name = "importlib-metadata"
-version = "8.0.0"
+version = "8.2.0"
 description = "Read metadata from Python packages"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "importlib_metadata-8.0.0-py3-none-any.whl", hash = "sha256:15584cf2b1bf449d98ff8a6ff1abef57bf20f3ac6454f431736cd3e660921b2f"},
-    {file = "importlib_metadata-8.0.0.tar.gz", hash = "sha256:188bd24e4c346d3f0a933f275c2fec67050326a856b9a359881d7c2a697e8812"},
+    {file = "importlib_metadata-8.2.0-py3-none-any.whl", hash = "sha256:11901fa0c2f97919b288679932bb64febaeacf289d18ac84dd68cb2e74213369"},
+    {file = "importlib_metadata-8.2.0.tar.gz", hash = "sha256:72e8d4399996132204f9a16dcc751af254a48f8d1b20b9ff0f98d4a8f901e73d"},
 ]
 
 [package.dependencies]
@@ -1524,13 +1524,13 @@ tests = ["coverage[toml] (==5.0.4)", "pytest (>=6.0.0,<7.0.0)"]
 
 [[package]]
 name = "pytest"
-version = "8.3.1"
+version = "8.3.2"
 description = "pytest: simple powerful testing with Python"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "pytest-8.3.1-py3-none-any.whl", hash = "sha256:e9600ccf4f563976e2c99fa02c7624ab938296551f280835ee6516df8bc4ae8c"},
-    {file = "pytest-8.3.1.tar.gz", hash = "sha256:7e8e5c5abd6e93cb1cc151f23e57adc31fcf8cfd2a3ff2da63e23f732de35db6"},
+    {file = "pytest-8.3.2-py3-none-any.whl", hash = "sha256:4ba08f9ae7dcf84ded419494d229b48d0903ea6407b030eaec46df5e6a73bba5"},
+    {file = "pytest-8.3.2.tar.gz", hash = "sha256:c132345d12ce551242c87269de812483f5bcc87cdbb4722e48487ba194f9fdce"},
 ]
 
 [package.dependencies]

From a5afdf2a7f41cd0768603ccb4b68f4d7b2b65adb Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 29 Jul 2024 13:10:28 +0000
Subject: [PATCH 61/77] chore(deps-dev): bump types-pyyaml from 6.0.12.20240311
 to 6.0.12.20240724 in the development-dependencies group (#2569)

chore(deps-dev): bump types-pyyaml in the development-dependencies group

Bumps the development-dependencies group with 1 update: [types-pyyaml](https://github.com/python/typeshed).


Updates `types-pyyaml` from 6.0.12.20240311 to 6.0.12.20240724
- [Commits](https://github.com/python/typeshed/commits)

---
updated-dependencies:
- dependency-name: types-pyyaml
  dependency-type: direct:development
  update-type: version-update:semver-patch
  dependency-group: development-dependencies
...

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
---
 poetry.lock | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 40495ed18..34f0600f2 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -2491,13 +2491,13 @@ files = [
 
 [[package]]
 name = "types-pyyaml"
-version = "6.0.12.20240311"
+version = "6.0.12.20240724"
 description = "Typing stubs for PyYAML"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "types-PyYAML-6.0.12.20240311.tar.gz", hash = "sha256:a9e0f0f88dc835739b0c1ca51ee90d04ca2a897a71af79de9aec5f38cb0a5342"},
-    {file = "types_PyYAML-6.0.12.20240311-py3-none-any.whl", hash = "sha256:b845b06a1c7e54b8e5b4c683043de0d9caf205e7434b3edc678ff2411979b8f6"},
+    {file = "types-PyYAML-6.0.12.20240724.tar.gz", hash = "sha256:cf7b31ae67e0c5b2919c703d2affc415485099d3fe6666a6912f040fd05cb67f"},
+    {file = "types_PyYAML-6.0.12.20240724-py3-none-any.whl", hash = "sha256:e5becec598f3aa3a2ddf671de4a75fa1c6856fbf73b2840286c9d50fae2d5d48"},
 ]
 
 [[package]]

From 5e6409f31d5e48922e9cdd8391e1e41f57574b05 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 29 Jul 2024 07:23:33 -0600
Subject: [PATCH 62/77] chore(deps): bump CodSpeedHQ/action from 2 to 3 in the
 actions group (#2572)

Bumps the actions group with 1 update: [CodSpeedHQ/action](https://github.com/codspeedhq/action).


Updates `CodSpeedHQ/action` from 2 to 3
- [Release notes](https://github.com/codspeedhq/action/releases)
- [Changelog](https://github.com/CodSpeedHQ/action/blob/main/CHANGELOG.md)
- [Commits](https://github.com/codspeedhq/action/compare/v2...v3)

---
updated-dependencies:
- dependency-name: CodSpeedHQ/action
  dependency-type: direct:production
  update-type: version-update:semver-major
  dependency-group: actions
...

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
---
 .github/workflows/codspeed.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.github/workflows/codspeed.yml b/.github/workflows/codspeed.yml
index 98f8e85ff..122e9d090 100644
--- a/.github/workflows/codspeed.yml
+++ b/.github/workflows/codspeed.yml
@@ -48,7 +48,7 @@ jobs:
         --with benchmark
         --all-extras
 
-    - uses: CodSpeedHQ/action@v2
+    - uses: CodSpeedHQ/action@v3
       with:
         token: ${{ secrets.CODSPEED_TOKEN }}
         run: pytest tests/ --codspeed

From 1b2af789932de5d049b9de6e663737b293f2c0cb Mon Sep 17 00:00:00 2001
From: "pre-commit-ci[bot]"
 <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Date: Mon, 29 Jul 2024 16:21:13 -0600
Subject: [PATCH 63/77] chore: pre-commit autoupdate (#2573)
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

updates:
- [github.com/python-jsonschema/check-jsonschema: 0.29.0 → 0.29.1](https://github.com/python-jsonschema/check-jsonschema/compare/0.29.0...0.29.1)
- [github.com/astral-sh/ruff-pre-commit: v0.5.4 → v0.5.5](https://github.com/astral-sh/ruff-pre-commit/compare/v0.5.4...v0.5.5)

Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
---
 .pre-commit-config.yaml | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 2be705072..56dd664f8 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -43,14 +43,14 @@ repos:
         )$
 
 - repo: https://github.com/python-jsonschema/check-jsonschema
-  rev: 0.29.0
+  rev: 0.29.1
   hooks:
   - id: check-dependabot
   - id: check-github-workflows
   - id: check-readthedocs
 
 - repo: https://github.com/astral-sh/ruff-pre-commit
-  rev: v0.5.4
+  rev: v0.5.5
   hooks:
   - id: ruff
     args: [--fix, --exit-non-zero-on-fix, --show-fixes]

From 732e7564d96d5ac119635fcef1b2303b22c43c6f Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Edgar=20Ram=C3=ADrez=20Mondrag=C3=B3n?=
 <16805946+edgarrmondragon@users.noreply.github.com>
Date: Mon, 29 Jul 2024 17:22:36 -0600
Subject: [PATCH 64/77] chore: Run `poetry lock` (#2574)

---
 poetry.lock    | 368 +++++++++++++++++++++++++------------------------
 pyproject.toml |   4 +-
 2 files changed, 188 insertions(+), 184 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 34f0600f2..67bf9cef2 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -157,17 +157,17 @@ lxml = ["lxml"]
 
 [[package]]
 name = "boto3"
-version = "1.34.145"
+version = "1.34.150"
 description = "The AWS SDK for Python"
 optional = true
 python-versions = ">=3.8"
 files = [
-    {file = "boto3-1.34.145-py3-none-any.whl", hash = "sha256:69d5afb7a017d07dd6bdfb680d2912d5d369b3fafa0a45161207d9f393b14d7e"},
-    {file = "boto3-1.34.145.tar.gz", hash = "sha256:ac770fb53dde1743aec56bd8e56b7ee2e2f5ad42a37825968ec4ff8428822640"},
+    {file = "boto3-1.34.150-py3-none-any.whl", hash = "sha256:ad648c89a4935590a69341e5430fc42a021489a22de171ee3fd7bb204f9ef0fa"},
+    {file = "boto3-1.34.150.tar.gz", hash = "sha256:894b222f7850b870a7ac63d7e378ac36c5c34375da24ddc30e131d9fafe369dc"},
 ]
 
 [package.dependencies]
-botocore = ">=1.34.145,<1.35.0"
+botocore = ">=1.34.150,<1.35.0"
 jmespath = ">=0.7.1,<2.0.0"
 s3transfer = ">=0.10.0,<0.11.0"
 
@@ -176,13 +176,13 @@ crt = ["botocore[crt] (>=1.21.0,<2.0a0)"]
 
 [[package]]
 name = "botocore"
-version = "1.34.145"
+version = "1.34.150"
 description = "Low-level, data-driven core of boto 3."
 optional = true
 python-versions = ">=3.8"
 files = [
-    {file = "botocore-1.34.145-py3-none-any.whl", hash = "sha256:2e72e262de02adcb0264ac2bac159a28f55dbba8d9e52aa0308773a42950dff5"},
-    {file = "botocore-1.34.145.tar.gz", hash = "sha256:edf0fb4c02186ae29b76263ac5fda18b0a085d334a310551c9984407cf1079e6"},
+    {file = "botocore-1.34.150-py3-none-any.whl", hash = "sha256:b988d47f4d502df85befce11a48002421e4e6ea4289997b5e0261bac5fa76ce6"},
+    {file = "botocore-1.34.150.tar.gz", hash = "sha256:4d23387e0f076d87b637a2a35c0ff2b8daca16eace36b63ce27f65630c6b375a"},
 ]
 
 [package.dependencies]
@@ -604,13 +604,13 @@ files = [
 
 [[package]]
 name = "duckdb-engine"
-version = "0.13.0"
+version = "0.13.1"
 description = "SQLAlchemy driver for duckdb"
 optional = false
 python-versions = "<4,>=3.8"
 files = [
-    {file = "duckdb_engine-0.13.0-py3-none-any.whl", hash = "sha256:58ac839d6730d07c11148123aa16001623d780bcd7369eabc4bf1594b79ab0d0"},
-    {file = "duckdb_engine-0.13.0.tar.gz", hash = "sha256:8e934091b2922a60c2faaac057f88b669fe4925cc26a3adaea8be7f27ca60bab"},
+    {file = "duckdb_engine-0.13.1-py3-none-any.whl", hash = "sha256:ddcb173cb7bc088561aadccd2416ddaf83c61430f82983b4fc362fa16000af74"},
+    {file = "duckdb_engine-0.13.1.tar.gz", hash = "sha256:883510ff0ce6fdbf0ef595c16c92873fa500bcee9a70ec92ab5f511e8542fc6f"},
 ]
 
 [package.dependencies]
@@ -1217,56 +1217,56 @@ files = [
 
 [[package]]
 name = "numpy"
-version = "2.0.0"
+version = "2.0.1"
 description = "Fundamental package for array computing in Python"
 optional = true
 python-versions = ">=3.9"
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 [[package]]
@@ -1782,110 +1782,114 @@ six = "*"
 
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 name = "rpds-py"
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+    {file = "rpds_py-0.19.1.tar.gz", hash = "sha256:31dd5794837f00b46f4096aa8ccaa5972f73a938982e32ed817bb520c465e520"},
 ]
 
 [[package]]
@@ -1907,19 +1911,19 @@ crt = ["botocore[crt] (>=1.33.2,<2.0a.0)"]
 
 [[package]]
 name = "setuptools"
-version = "71.0.3"
+version = "72.1.0"
 description = "Easily download, build, install, upgrade, and uninstall Python packages"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "setuptools-71.0.3-py3-none-any.whl", hash = "sha256:f501b6e6db709818dc76882582d9c516bf3b67b948864c5fa1d1624c09a49207"},
-    {file = "setuptools-71.0.3.tar.gz", hash = "sha256:3d8531791a27056f4a38cd3e54084d8b1c4228ff9cf3f2d7dd075ec99f9fd70d"},
+    {file = "setuptools-72.1.0-py3-none-any.whl", hash = "sha256:5a03e1860cf56bb6ef48ce186b0e557fdba433237481a9a625176c2831be15d1"},
+    {file = "setuptools-72.1.0.tar.gz", hash = "sha256:8d243eff56d095e5817f796ede6ae32941278f542e0f941867cc05ae52b162ec"},
 ]
 
 [package.extras]
 core = ["importlib-metadata (>=6)", "importlib-resources (>=5.10.2)", "jaraco.text (>=3.7)", "more-itertools (>=8.8)", "ordered-set (>=3.1.1)", "packaging (>=24)", "platformdirs (>=2.6.2)", "tomli (>=2.0.1)", "wheel (>=0.43.0)"]
-doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "pygments-github-lexers (==0.0.5)", "pyproject-hooks (!=1.1)", "rst.linker (>=1.9)", "sphinx (<7.4)", "sphinx (>=3.5)", "sphinx-favicon", "sphinx-inline-tabs", "sphinx-lint", "sphinx-notfound-page (>=1,<2)", "sphinx-reredirects", "sphinxcontrib-towncrier"]
-test = ["build[virtualenv] (>=1.0.3)", "filelock (>=3.4.0)", "importlib-metadata", "ini2toml[lite] (>=0.14)", "jaraco.develop (>=7.21)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "jaraco.test", "mypy (==1.10.0)", "packaging (>=23.2)", "pip (>=19.1)", "pyproject-hooks (!=1.1)", "pytest (>=6,!=8.1.*)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-home (>=0.5)", "pytest-mypy", "pytest-perf", "pytest-ruff (<0.4)", "pytest-ruff (>=0.2.1)", "pytest-ruff (>=0.3.2)", "pytest-subprocess", "pytest-timeout", "pytest-xdist (>=3)", "tomli", "tomli-w (>=1.0.0)", "virtualenv (>=13.0.0)", "wheel"]
+doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "pygments-github-lexers (==0.0.5)", "pyproject-hooks (!=1.1)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-favicon", "sphinx-inline-tabs", "sphinx-lint", "sphinx-notfound-page (>=1,<2)", "sphinx-reredirects", "sphinxcontrib-towncrier"]
+test = ["build[virtualenv] (>=1.0.3)", "filelock (>=3.4.0)", "importlib-metadata", "ini2toml[lite] (>=0.14)", "jaraco.develop (>=7.21)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "jaraco.test", "mypy (==1.11.*)", "packaging (>=23.2)", "pip (>=19.1)", "pyproject-hooks (!=1.1)", "pytest (>=6,!=8.1.*)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-home (>=0.5)", "pytest-mypy", "pytest-perf", "pytest-ruff (<0.4)", "pytest-ruff (>=0.2.1)", "pytest-ruff (>=0.3.2)", "pytest-subprocess", "pytest-timeout", "pytest-xdist (>=3)", "tomli", "tomli-w (>=1.0.0)", "virtualenv (>=13.0.0)", "wheel"]
 
 [[package]]
 name = "simpleeval"
@@ -2195,49 +2199,49 @@ sphinx = ">=7.1"
 
 [[package]]
 name = "sphinxcontrib-applehelp"
-version = "1.0.8"
+version = "2.0.0"
 description = "sphinxcontrib-applehelp is a Sphinx extension which outputs Apple help books"
 optional = true
 python-versions = ">=3.9"
 files = [
-    {file = "sphinxcontrib_applehelp-1.0.8-py3-none-any.whl", hash = "sha256:cb61eb0ec1b61f349e5cc36b2028e9e7ca765be05e49641c97241274753067b4"},
-    {file = "sphinxcontrib_applehelp-1.0.8.tar.gz", hash = "sha256:c40a4f96f3776c4393d933412053962fac2b84f4c99a7982ba42e09576a70619"},
+    {file = "sphinxcontrib_applehelp-2.0.0-py3-none-any.whl", hash = "sha256:4cd3f0ec4ac5dd9c17ec65e9ab272c9b867ea77425228e68ecf08d6b28ddbdb5"},
+    {file = "sphinxcontrib_applehelp-2.0.0.tar.gz", hash = "sha256:2f29ef331735ce958efa4734873f084941970894c6090408b079c61b2e1c06d1"},
 ]
 
 [package.extras]
-lint = ["docutils-stubs", "flake8", "mypy"]
+lint = ["mypy", "ruff (==0.5.5)", "types-docutils"]
 standalone = ["Sphinx (>=5)"]
 test = ["pytest"]
 
 [[package]]
 name = "sphinxcontrib-devhelp"
-version = "1.0.6"
+version = "2.0.0"
 description = "sphinxcontrib-devhelp is a sphinx extension which outputs Devhelp documents"
 optional = true
 python-versions = ">=3.9"
 files = [
-    {file = "sphinxcontrib_devhelp-1.0.6-py3-none-any.whl", hash = "sha256:6485d09629944511c893fa11355bda18b742b83a2b181f9a009f7e500595c90f"},
-    {file = "sphinxcontrib_devhelp-1.0.6.tar.gz", hash = "sha256:9893fd3f90506bc4b97bdb977ceb8fbd823989f4316b28c3841ec128544372d3"},
+    {file = "sphinxcontrib_devhelp-2.0.0-py3-none-any.whl", hash = "sha256:aefb8b83854e4b0998877524d1029fd3e6879210422ee3780459e28a1f03a8a2"},
+    {file = "sphinxcontrib_devhelp-2.0.0.tar.gz", hash = "sha256:411f5d96d445d1d73bb5d52133377b4248ec79db5c793ce7dbe59e074b4dd1ad"},
 ]
 
 [package.extras]
-lint = ["docutils-stubs", "flake8", "mypy"]
+lint = ["mypy", "ruff (==0.5.5)", "types-docutils"]
 standalone = ["Sphinx (>=5)"]
 test = ["pytest"]
 
 [[package]]
 name = "sphinxcontrib-htmlhelp"
-version = "2.0.5"
+version = "2.1.0"
 description = "sphinxcontrib-htmlhelp is a sphinx extension which renders HTML help files"
 optional = true
 python-versions = ">=3.9"
 files = [
-    {file = "sphinxcontrib_htmlhelp-2.0.5-py3-none-any.whl", hash = "sha256:393f04f112b4d2f53d93448d4bce35842f62b307ccdc549ec1585e950bc35e04"},
-    {file = "sphinxcontrib_htmlhelp-2.0.5.tar.gz", hash = "sha256:0dc87637d5de53dd5eec3a6a01753b1ccf99494bd756aafecd74b4fa9e729015"},
+    {file = "sphinxcontrib_htmlhelp-2.1.0-py3-none-any.whl", hash = "sha256:166759820b47002d22914d64a075ce08f4c46818e17cfc9470a9786b759b19f8"},
+    {file = "sphinxcontrib_htmlhelp-2.1.0.tar.gz", hash = "sha256:c9e2916ace8aad64cc13a0d233ee22317f2b9025b9cf3295249fa985cc7082e9"},
 ]
 
 [package.extras]
-lint = ["docutils-stubs", "flake8", "mypy"]
+lint = ["mypy", "ruff (==0.5.5)", "types-docutils"]
 standalone = ["Sphinx (>=5)"]
 test = ["html5lib", "pytest"]
 
@@ -2257,33 +2261,33 @@ test = ["flake8", "mypy", "pytest"]
 
 [[package]]
 name = "sphinxcontrib-qthelp"
-version = "1.0.7"
+version = "2.0.0"
 description = "sphinxcontrib-qthelp is a sphinx extension which outputs QtHelp documents"
 optional = true
 python-versions = ">=3.9"
 files = [
-    {file = "sphinxcontrib_qthelp-1.0.7-py3-none-any.whl", hash = "sha256:e2ae3b5c492d58fcbd73281fbd27e34b8393ec34a073c792642cd8e529288182"},
-    {file = "sphinxcontrib_qthelp-1.0.7.tar.gz", hash = "sha256:053dedc38823a80a7209a80860b16b722e9e0209e32fea98c90e4e6624588ed6"},
+    {file = "sphinxcontrib_qthelp-2.0.0-py3-none-any.whl", hash = "sha256:b18a828cdba941ccd6ee8445dbe72ffa3ef8cbe7505d8cd1fa0d42d3f2d5f3eb"},
+    {file = "sphinxcontrib_qthelp-2.0.0.tar.gz", hash = "sha256:4fe7d0ac8fc171045be623aba3e2a8f613f8682731f9153bb2e40ece16b9bbab"},
 ]
 
 [package.extras]
-lint = ["docutils-stubs", "flake8", "mypy"]
+lint = ["mypy", "ruff (==0.5.5)", "types-docutils"]
 standalone = ["Sphinx (>=5)"]
-test = ["pytest"]
+test = ["defusedxml (>=0.7.1)", "pytest"]
 
 [[package]]
 name = "sphinxcontrib-serializinghtml"
-version = "1.1.10"
+version = "2.0.0"
 description = "sphinxcontrib-serializinghtml is a sphinx extension which outputs \"serialized\" HTML files (json and pickle)"
 optional = true
 python-versions = ">=3.9"
 files = [
-    {file = "sphinxcontrib_serializinghtml-1.1.10-py3-none-any.whl", hash = "sha256:326369b8df80a7d2d8d7f99aa5ac577f51ea51556ed974e7716cfd4fca3f6cb7"},
-    {file = "sphinxcontrib_serializinghtml-1.1.10.tar.gz", hash = "sha256:93f3f5dc458b91b192fe10c397e324f262cf163d79f3282c158e8436a2c4511f"},
+    {file = "sphinxcontrib_serializinghtml-2.0.0-py3-none-any.whl", hash = "sha256:6e2cb0eef194e10c27ec0023bfeb25badbbb5868244cf5bc5bdc04e4464bf331"},
+    {file = "sphinxcontrib_serializinghtml-2.0.0.tar.gz", hash = "sha256:e9d912827f872c029017a53f0ef2180b327c3f7fd23c87229f7a8e8b70031d4d"},
 ]
 
 [package.extras]
-lint = ["docutils-stubs", "flake8", "mypy"]
+lint = ["mypy", "ruff (==0.5.5)", "types-docutils"]
 standalone = ["Sphinx (>=5)"]
 test = ["pytest"]
 
diff --git a/pyproject.toml b/pyproject.toml
index eae7ecd64..f7d906ea6 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -65,10 +65,10 @@ urllib3 = ">=1.26,<2"
 
 # Sphinx dependencies installed as optional 'docs' extras
 # https://github.com/readthedocs/readthedocs.org/issues/4912#issuecomment-664002569
-sphinx = {version = ">=7", python = ">=3.9", optional = true}
 furo = {version = ">=2024.5.6", python = ">=3.9", optional = true}
-sphinx-copybutton = {version = ">=0.5.2", python = ">=3.9", optional = true}
 myst-parser = {version = ">=3", python = ">=3.9", optional = true}
+sphinx = {version = ">=7", python = ">=3.9", optional = true}
+sphinx-copybutton = {version = ">=0.5.2", python = ">=3.9", optional = true}
 sphinx-inline-tabs = {version = ">=2023.4.21", python = ">=3.9", optional = true}
 sphinx-notfound-page = {version = ">=1.0.0", python = ">=3.9", optional = true}
 sphinx-reredirects = {version = ">=0.1.5", python = ">=3.9", optional = true}

From 1dce2297235188002dfb7238c2825e92041ed812 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Edgar=20Ram=C3=ADrez=20Mondrag=C3=B3n?=
 <16805946+edgarrmondragon@users.noreply.github.com>
Date: Mon, 29 Jul 2024 17:40:03 -0600
Subject: [PATCH 65/77] chore: Add a type parameter to
 `singer_sdk.helpers.types.Context` (#2575)

---
 singer_sdk/helpers/types.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/singer_sdk/helpers/types.py b/singer_sdk/helpers/types.py
index 783dbe914..715f5309a 100644
--- a/singer_sdk/helpers/types.py
+++ b/singer_sdk/helpers/types.py
@@ -20,5 +20,5 @@
     "Record",
 ]
 
-Context: TypeAlias = Mapping
+Context: TypeAlias = Mapping[str, t.Any]
 Record: TypeAlias = t.Dict[str, t.Any]

From 5eb12353f175c0b64bcb26e52862301bba6f82d6 Mon Sep 17 00:00:00 2001
From: MeltyBot <105875157+MeltyBot@users.noreply.github.com>
Date: Mon, 29 Jul 2024 19:49:57 -0400
Subject: [PATCH 66/77] chore: Release v0.39.0 (#2568)

* chore: Bump package version

* Update CHANGELOG.md

---------

Co-authored-by: edgarrmondragon <16805946+edgarrmondragon@users.noreply.github.com>
---
 .github/ISSUE_TEMPLATE/bug.yml                |  2 +-
 CHANGELOG.md                                  | 32 +++++++++++++++++++
 .../{{cookiecutter.mapper_id}}/pyproject.toml |  4 +--
 .../{{cookiecutter.tap_id}}/pyproject.toml    |  6 ++--
 .../{{cookiecutter.target_id}}/pyproject.toml |  4 +--
 docs/conf.py                                  |  2 +-
 pyproject.toml                                |  2 +-
 7 files changed, 42 insertions(+), 10 deletions(-)

diff --git a/.github/ISSUE_TEMPLATE/bug.yml b/.github/ISSUE_TEMPLATE/bug.yml
index 4b4e58548..52f0a35a9 100644
--- a/.github/ISSUE_TEMPLATE/bug.yml
+++ b/.github/ISSUE_TEMPLATE/bug.yml
@@ -13,7 +13,7 @@ body:
     attributes:
       label: Singer SDK Version
       description: Version of the library you are using
-      placeholder: "0.38.0"
+      placeholder: "0.39.0"
     validations:
       required: true
   - type: checkboxes
diff --git a/CHANGELOG.md b/CHANGELOG.md
index c22362aba..3d953a0e6 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -5,6 +5,38 @@ All notable changes to this project will be documented in this file.
 The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/),
 and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0.html).
 
+## v0.39.0 (2024-07-27)
+
+### ✨ New
+
+- [#2432](https://github.com/meltano/sdk/issues/2432) Developers can now customize the default logging configuration for their taps/targets by adding `default_logging.yml` to their package
+- [#2531](https://github.com/meltano/sdk/issues/2531) The `json` module is now avaiable to stream maps -- _**Thanks @grigi!**_
+- [#2529](https://github.com/meltano/sdk/issues/2529) Stream sync context is now available to all instances methods as a `Stream.context` attribute
+
+### 🐛 Fixes
+
+- [#2554](https://github.com/meltano/sdk/issues/2554) Use mapped stream aliases when handling `ACTIVATE_VERSION` messages in the base target class
+- [#2526](https://github.com/meltano/sdk/issues/2526) Moved up the supported Python versions in the Markdown output of `--about`
+
+### ⚙️ Under the Hood
+
+- [#2564](https://github.com/meltano/sdk/issues/2564) Make `SQLSink` a generic with a `SQLConnector` type parameter
+- [#2540](https://github.com/meltano/sdk/issues/2540) Implement abstract `serialize_message` for Singer writers
+- [#2259](https://github.com/meltano/sdk/issues/2259) Centralize JSON SerDe into helper functions -- _**Thanks @BuzzCutNorman!**_
+- [#2525](https://github.com/meltano/sdk/issues/2525) Make `PyJWT` and `cryptography` dependencies optional
+- [#2528](https://github.com/meltano/sdk/issues/2528) Moved class-level attributes to the top in REST tap template
+- [#2132](https://github.com/meltano/sdk/issues/2132) Limit internal usage of pendulum
+
+### 📚 Documentation Improvements
+
+- [#2557](https://github.com/meltano/sdk/issues/2557) Document that `get_starting_timestamp` requires setting a non-null replication_key
+- [#2556](https://github.com/meltano/sdk/issues/2556) Reference state partitioning in stream partitioning page
+- [#2536](https://github.com/meltano/sdk/issues/2536) Prepare for RTD addons migration
+- [#2535](https://github.com/meltano/sdk/issues/2535) Added more intersphinx links to Python and Faker docs
+- [#2530](https://github.com/meltano/sdk/issues/2530) Explained how the request URL is generated from `url_base`, `path` and the sync context
+- [#2527](https://github.com/meltano/sdk/issues/2527) Updated the footer
+- [#2506](https://github.com/meltano/sdk/issues/2506) Fixed a typo in the stream maps docs
+
 ## v0.38.0 (2024-06-17)
 
 ### ✨ New
diff --git a/cookiecutter/mapper-template/{{cookiecutter.mapper_id}}/pyproject.toml b/cookiecutter/mapper-template/{{cookiecutter.mapper_id}}/pyproject.toml
index bbf1fe9d7..cc0022fb2 100644
--- a/cookiecutter/mapper-template/{{cookiecutter.mapper_id}}/pyproject.toml
+++ b/cookiecutter/mapper-template/{{cookiecutter.mapper_id}}/pyproject.toml
@@ -31,12 +31,12 @@ packages = [
 
 [tool.poetry.dependencies]
 python = ">=3.8"
-singer-sdk = { version="~=0.38.0"{{ ', extras = ["faker"]' if cookiecutter.faker_extra }} }
+singer-sdk = { version="~=0.39.0"{{ ', extras = ["faker"]' if cookiecutter.faker_extra }} }
 fs-s3fs = { version = "~=1.1.1", optional = true }
 
 [tool.poetry.group.dev.dependencies]
 pytest = ">=8"
-singer-sdk = { version="~=0.38.0", extras = ["testing"] }
+singer-sdk = { version="~=0.39.0", extras = ["testing"] }
 
 [tool.poetry.extras]
 s3 = ["fs-s3fs"]
diff --git a/cookiecutter/tap-template/{{cookiecutter.tap_id}}/pyproject.toml b/cookiecutter/tap-template/{{cookiecutter.tap_id}}/pyproject.toml
index ef383b016..05eac4473 100644
--- a/cookiecutter/tap-template/{{cookiecutter.tap_id}}/pyproject.toml
+++ b/cookiecutter/tap-template/{{cookiecutter.tap_id}}/pyproject.toml
@@ -31,7 +31,7 @@ packages = [
 [tool.poetry.dependencies]
 python = ">=3.8"
 importlib-resources = { version = "==6.4.*", python = "<3.9" }
-singer-sdk = { version="~=0.38.0", extras = [
+singer-sdk = { version="~=0.39.0", extras = [
     {%- if cookiecutter.auth_method == "JWT" -%}"jwt", {% endif -%}
     {%- if cookiecutter.faker_extra -%}"faker",{%- endif -%}
 ] }
@@ -43,9 +43,9 @@ requests = "~=2.32.3"
 [tool.poetry.group.dev.dependencies]
 pytest = ">=8"
 {%- if cookiecutter.auth_method == "JWT" %}
-singer-sdk = { version="~=0.38.0", extras = ["jwt", "testing"] }
+singer-sdk = { version="~=0.39.0", extras = ["jwt", "testing"] }
 {%- else %}
-singer-sdk = { version="~=0.38.0", extras = ["testing"] }
+singer-sdk = { version="~=0.39.0", extras = ["testing"] }
 {%- endif %}
 
 [tool.poetry.extras]
diff --git a/cookiecutter/target-template/{{cookiecutter.target_id}}/pyproject.toml b/cookiecutter/target-template/{{cookiecutter.target_id}}/pyproject.toml
index 429fb672a..18f7a3193 100644
--- a/cookiecutter/target-template/{{cookiecutter.target_id}}/pyproject.toml
+++ b/cookiecutter/target-template/{{cookiecutter.target_id}}/pyproject.toml
@@ -30,7 +30,7 @@ packages = [
 
 [tool.poetry.dependencies]
 python = ">=3.8"
-singer-sdk = { version="~=0.38.0"{{ ', extras = ["faker"]' if cookiecutter.faker_extra }} }
+singer-sdk = { version="~=0.39.0"{{ ', extras = ["faker"]' if cookiecutter.faker_extra }} }
 fs-s3fs = { version = "~=1.1.1", optional = true }
 {%- if cookiecutter.serialization_method != "SQL" %}
 requests = "~=2.32.3"
@@ -38,7 +38,7 @@ requests = "~=2.32.3"
 
 [tool.poetry.dev-dependencies]
 pytest = ">=8"
-singer-sdk = { version="~=0.38.0", extras = ["testing"] }
+singer-sdk = { version="~=0.39.0", extras = ["testing"] }
 
 [tool.poetry.extras]
 s3 = ["fs-s3fs"]
diff --git a/docs/conf.py b/docs/conf.py
index c93c34763..b5fbaefe2 100644
--- a/docs/conf.py
+++ b/docs/conf.py
@@ -29,7 +29,7 @@
 author = "Meltano Core Team and Contributors"
 
 # The full version, including alpha/beta/rc tags
-release = "0.38.0"
+release = "0.39.0"
 
 
 # -- General configuration -------------------------------------------------------------
diff --git a/pyproject.toml b/pyproject.toml
index f7d906ea6..83c955325 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -177,7 +177,7 @@ norecursedirs = "cookiecutter"
 
 [tool.commitizen]
 name = "cz_version_bump"
-version = "0.38.0"
+version = "0.39.0"
 changelog_merge_prerelease = true
 prerelease_offset = 1
 tag_format = "v$major.$minor.$patch$prerelease"

From 5d66569360d88df4d7d607651472d95afae2de46 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Edgar=20Ram=C3=ADrez=20Mondrag=C3=B3n?=
 <16805946+edgarrmondragon@users.noreply.github.com>
Date: Tue, 30 Jul 2024 13:21:22 -0600
Subject: [PATCH 67/77] packaging!: Remove unused dependencies `pendulum` and
 `python-dateutil` (#2520)

refactor: Remove deprecated dependencies

* pendulum
* python-dateutil
---
 poetry.lock    | 153 +------------------------------------------------
 pyproject.toml |   9 ---
 2 files changed, 1 insertion(+), 161 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 67bf9cef2..70d33185b 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -106,34 +106,6 @@ files = [
     {file = "backports_datetime_fromisoformat-2.0.1-pp39-pypy39_pp73-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:91042b53de903e3725209ad6d69b6994ae4819614c0decd62d05dfea23f35e2b"},
 ]
 
-[[package]]
-name = "backports-zoneinfo"
-version = "0.2.1"
-description = "Backport of the standard library zoneinfo module"
-optional = false
-python-versions = ">=3.6"
-files = [
-    {file = "backports.zoneinfo-0.2.1-cp36-cp36m-macosx_10_14_x86_64.whl", hash = "sha256:da6013fd84a690242c310d77ddb8441a559e9cb3d3d59ebac9aca1a57b2e18bc"},
-    {file = "backports.zoneinfo-0.2.1-cp36-cp36m-manylinux1_i686.whl", hash = "sha256:89a48c0d158a3cc3f654da4c2de1ceba85263fafb861b98b59040a5086259722"},
-    {file = "backports.zoneinfo-0.2.1-cp36-cp36m-manylinux1_x86_64.whl", hash = "sha256:1c5742112073a563c81f786e77514969acb58649bcdf6cdf0b4ed31a348d4546"},
-    {file = "backports.zoneinfo-0.2.1-cp36-cp36m-win32.whl", hash = "sha256:e8236383a20872c0cdf5a62b554b27538db7fa1bbec52429d8d106effbaeca08"},
-    {file = "backports.zoneinfo-0.2.1-cp36-cp36m-win_amd64.whl", hash = "sha256:8439c030a11780786a2002261569bdf362264f605dfa4d65090b64b05c9f79a7"},
-    {file = "backports.zoneinfo-0.2.1-cp37-cp37m-macosx_10_14_x86_64.whl", hash = "sha256:f04e857b59d9d1ccc39ce2da1021d196e47234873820cbeaad210724b1ee28ac"},
-    {file = "backports.zoneinfo-0.2.1-cp37-cp37m-manylinux1_i686.whl", hash = "sha256:17746bd546106fa389c51dbea67c8b7c8f0d14b5526a579ca6ccf5ed72c526cf"},
-    {file = "backports.zoneinfo-0.2.1-cp37-cp37m-manylinux1_x86_64.whl", hash = "sha256:5c144945a7752ca544b4b78c8c41544cdfaf9786f25fe5ffb10e838e19a27570"},
-    {file = "backports.zoneinfo-0.2.1-cp37-cp37m-win32.whl", hash = "sha256:e55b384612d93be96506932a786bbcde5a2db7a9e6a4bb4bffe8b733f5b9036b"},
-    {file = "backports.zoneinfo-0.2.1-cp37-cp37m-win_amd64.whl", hash = "sha256:a76b38c52400b762e48131494ba26be363491ac4f9a04c1b7e92483d169f6582"},
-    {file = "backports.zoneinfo-0.2.1-cp38-cp38-macosx_10_14_x86_64.whl", hash = "sha256:8961c0f32cd0336fb8e8ead11a1f8cd99ec07145ec2931122faaac1c8f7fd987"},
-    {file = "backports.zoneinfo-0.2.1-cp38-cp38-manylinux1_i686.whl", hash = "sha256:e81b76cace8eda1fca50e345242ba977f9be6ae3945af8d46326d776b4cf78d1"},
-    {file = "backports.zoneinfo-0.2.1-cp38-cp38-manylinux1_x86_64.whl", hash = "sha256:7b0a64cda4145548fed9efc10322770f929b944ce5cee6c0dfe0c87bf4c0c8c9"},
-    {file = "backports.zoneinfo-0.2.1-cp38-cp38-win32.whl", hash = "sha256:1b13e654a55cd45672cb54ed12148cd33628f672548f373963b0bff67b217328"},
-    {file = "backports.zoneinfo-0.2.1-cp38-cp38-win_amd64.whl", hash = "sha256:4a0f800587060bf8880f954dbef70de6c11bbe59c673c3d818921f042f9954a6"},
-    {file = "backports.zoneinfo-0.2.1.tar.gz", hash = "sha256:fadbfe37f74051d024037f223b8e001611eac868b5c5b06144ef4d8b799862f2"},
-]
-
-[package.extras]
-tzdata = ["tzdata"]
-
 [[package]]
 name = "beautifulsoup4"
 version = "4.12.3"
@@ -1280,107 +1252,6 @@ files = [
     {file = "packaging-24.1.tar.gz", hash = "sha256:026ed72c8ed3fcce5bf8950572258698927fd1dbda10a5e981cdf0ac37f4f002"},
 ]
 
-[[package]]
-name = "pendulum"
-version = "3.0.0"
-description = "Python datetimes made easy"
-optional = false
-python-versions = ">=3.8"
-files = [
-    {file = "pendulum-3.0.0-cp310-cp310-macosx_10_12_x86_64.whl", hash = "sha256:2cf9e53ef11668e07f73190c805dbdf07a1939c3298b78d5a9203a86775d1bfd"},
-    {file = "pendulum-3.0.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:fb551b9b5e6059377889d2d878d940fd0bbb80ae4810543db18e6f77b02c5ef6"},
-    {file = "pendulum-3.0.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:6c58227ac260d5b01fc1025176d7b31858c9f62595737f350d22124a9a3ad82d"},
-    {file = "pendulum-3.0.0-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:60fb6f415fea93a11c52578eaa10594568a6716602be8430b167eb0d730f3332"},
-    {file = "pendulum-3.0.0-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:b69f6b4dbcb86f2c2fe696ba991e67347bcf87fe601362a1aba6431454b46bde"},
-    {file = "pendulum-3.0.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:138afa9c373ee450ede206db5a5e9004fd3011b3c6bbe1e57015395cd076a09f"},
-    {file = "pendulum-3.0.0-cp310-cp310-musllinux_1_1_aarch64.whl", hash = "sha256:83d9031f39c6da9677164241fd0d37fbfc9dc8ade7043b5d6d62f56e81af8ad2"},
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-    {file = "pendulum-3.0.0-pp39-pypy39_pp73-win_amd64.whl", hash = "sha256:92c307ae7accebd06cbae4729f0ba9fa724df5f7d91a0964b1b972a22baa482b"},
-    {file = "pendulum-3.0.0.tar.gz", hash = "sha256:5d034998dea404ec31fae27af6b22cff1708f830a1ed7353be4d1019bb9f584e"},
-]
-
-[package.dependencies]
-"backports.zoneinfo" = {version = ">=0.2.1", markers = "python_version < \"3.9\""}
-importlib-resources = {version = ">=5.9.0", markers = "python_version < \"3.9\""}
-python-dateutil = ">=2.6"
-tzdata = ">=2020.1"
-
-[package.extras]
-test = ["time-machine (>=2.6.0)"]
-
 [[package]]
 name = "pkgutil-resolve-name"
 version = "1.3.10"
@@ -2471,17 +2342,6 @@ files = [
 [package.dependencies]
 referencing = "*"
 
-[[package]]
-name = "types-python-dateutil"
-version = "2.9.0.20240316"
-description = "Typing stubs for python-dateutil"
-optional = false
-python-versions = ">=3.8"
-files = [
-    {file = "types-python-dateutil-2.9.0.20240316.tar.gz", hash = "sha256:5d2f2e240b86905e40944dd787db6da9263f0deabef1076ddaed797351ec0202"},
-    {file = "types_python_dateutil-2.9.0.20240316-py3-none-any.whl", hash = "sha256:6b8cb66d960771ce5ff974e9dd45e38facb81718cc1e208b10b1baccbfdbee3b"},
-]
-
 [[package]]
 name = "types-pytz"
 version = "2024.1.0.20240417"
@@ -2551,17 +2411,6 @@ files = [
     {file = "typing_extensions-4.12.2.tar.gz", hash = "sha256:1a7ead55c7e559dd4dee8856e3a88b41225abfe1ce8df57b7c13915fe121ffb8"},
 ]
 
-[[package]]
-name = "tzdata"
-version = "2024.1"
-description = "Provider of IANA time zone data"
-optional = false
-python-versions = ">=2"
-files = [
-    {file = "tzdata-2024.1-py2.py3-none-any.whl", hash = "sha256:9068bc196136463f5245e51efda838afa15aaeca9903f49050dfa2679db4d252"},
-    {file = "tzdata-2024.1.tar.gz", hash = "sha256:2674120f8d891909751c38abcdfd386ac0a5a1127954fbc332af6b5ceae07efd"},
-]
-
 [[package]]
 name = "urllib3"
 version = "1.26.19"
@@ -2627,4 +2476,4 @@ testing = ["pytest", "pytest-durations"]
 [metadata]
 lock-version = "2.0"
 python-versions = ">=3.8"
-content-hash = "6a6acd1298eca878a1a7e0dc47decdb156fdc8eb6622dbba1e6b5422e190cecd"
+content-hash = "a9608352516ffcc098a93ce4e3375b11989c328c7520cad28ab89c458c1dbc3b"
diff --git a/pyproject.toml b/pyproject.toml
index 83c955325..d0563b0e7 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -50,8 +50,6 @@ joblib = ">=1.3.0"
 jsonpath-ng = ">=1.5.3"
 jsonschema = ">=4.16.0"
 packaging = ">=23.1"
-pendulum = ">=2.1.0,<4"
-python-dateutil = ">=2.8.2"
 python-dotenv = ">=0.20"
 PyYAML = ">=6.0"
 referencing = ">=0.30.0"
@@ -136,7 +134,6 @@ xdoctest = ">=1.1.1"
 [tool.poetry.group.typing.dependencies]
 mypy = ">=1.9"
 types-jsonschema = ">=4.17.0.6"
-types-python-dateutil = ">=2.8.19"
 types-pytz = ">=2022.7.1.2"
 types-requests = ">=2.28.11"
 types-simplejson = ">=3.18.0"
@@ -239,9 +236,6 @@ types-requests = "requests"
 
 [tool.deptry.per_rule_ignores]
 DEP002 = [
-    # Deprecated dependencies
-    "pendulum",
-    "python-dateutil",
     # Transitive constraints
     "numpy",
     "urllib3",
@@ -409,9 +403,6 @@ typing = "t"
 fixture-parentheses = false
 parametrize-names-type = "csv"
 
-[tool.ruff.lint.flake8-tidy-imports.banned-api]
-"pendulum".msg = "BAN002: pendulum is banned"
-
 [tool.ruff.lint.isort]
 known-first-party = ["singer_sdk", "samples", "tests"]
 required-imports = ["from __future__ import annotations"]

From cb163bf05aa1357e6b140bdbbaca5ebe9a11743f Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Edgar=20Ram=C3=ADrez=20Mondrag=C3=B3n?=
 <16805946+edgarrmondragon@users.noreply.github.com>
Date: Tue, 30 Jul 2024 13:21:58 -0600
Subject: [PATCH 68/77] fix(taps): Check replication method instead of key to
 determine if a SQL stream is sorted (#2418)

---
 singer_sdk/streams/sql.py | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/singer_sdk/streams/sql.py b/singer_sdk/streams/sql.py
index 04a3f9d17..954159885 100644
--- a/singer_sdk/streams/sql.py
+++ b/singer_sdk/streams/sql.py
@@ -11,7 +11,7 @@
 import singer_sdk.helpers._catalog as catalog
 from singer_sdk._singerlib import CatalogEntry, MetadataMapping
 from singer_sdk.connectors import SQLConnector
-from singer_sdk.streams.core import Stream
+from singer_sdk.streams.core import REPLICATION_INCREMENTAL, Stream
 
 if t.TYPE_CHECKING:
     from singer_sdk.helpers.types import Context
@@ -227,7 +227,7 @@ def is_sorted(self) -> bool:
         Returns:
             `True` if stream is sorted. Defaults to `False`.
         """
-        return self.replication_key is not None
+        return self.replication_method == REPLICATION_INCREMENTAL
 
 
 __all__ = ["SQLConnector", "SQLStream"]

From b5ed8259dbcd5987b6440da60e1bb64d5a218471 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Edgar=20Ram=C3=ADrez=20Mondrag=C3=B3n?=
 <16805946+edgarrmondragon@users.noreply.github.com>
Date: Tue, 30 Jul 2024 13:57:18 -0600
Subject: [PATCH 69/77] docs: Documented support for `packaging` semantic type
 in contributing guide (#2579)

---
 docs/CONTRIBUTING.md | 1 +
 1 file changed, 1 insertion(+)

diff --git a/docs/CONTRIBUTING.md b/docs/CONTRIBUTING.md
index e01916e27..d147d775a 100644
--- a/docs/CONTRIBUTING.md
+++ b/docs/CONTRIBUTING.md
@@ -187,6 +187,7 @@ In general, PR titles should follow the format `<type>: <desc>`, where type is a
 - `docs`
 - `feat`
 - `fix`
+- `packaging`
 - `perf`
 - `refactor`
 - `revert`

From 7ccfb87b16cb752af1423a59728a02836d109282 Mon Sep 17 00:00:00 2001
From: Hal Ali <haleemur@users.noreply.github.com>
Date: Thu, 1 Aug 2024 19:39:26 -0400
Subject: [PATCH 70/77] fix(target): DDL for adding a column now uses a
 SQLAlchemy-compiled clause to apply proper quoting (#2582)
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

compile create column clause with sqla engine to ensure proper quoting is applied

Co-authored-by: Edgar Ramírez Mondragón <16805946+edgarrmondragon@users.noreply.github.com>
---
 singer_sdk/connectors/sql.py | 7 ++++---
 1 file changed, 4 insertions(+), 3 deletions(-)

diff --git a/singer_sdk/connectors/sql.py b/singer_sdk/connectors/sql.py
index 4d2dd4842..e9456bc27 100644
--- a/singer_sdk/connectors/sql.py
+++ b/singer_sdk/connectors/sql.py
@@ -974,8 +974,8 @@ def _get_column_type(
 
         return column.type
 
-    @staticmethod
     def get_column_add_ddl(
+        self,
         table_name: str,
         column_name: str,
         column_type: sa.types.TypeEngine,
@@ -998,11 +998,12 @@ def get_column_add_ddl(
                 column_type,
             ),
         )
+        compiled = create_column_clause.compile(self._engine)
         return sa.DDL(
             "ALTER TABLE %(table_name)s ADD COLUMN %(create_column_clause)s",
-            {
+            {  # type: ignore[arg-type]
                 "table_name": table_name,
-                "create_column_clause": create_column_clause,
+                "create_column_clause": compiled,
             },
         )
 

From 2415075970a640bc1c4f47cf336af15e6bc41207 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 5 Aug 2024 12:37:32 -0600
Subject: [PATCH 71/77] chore(deps-dev): bump the development-dependencies
 group with 5 updates (#2584)
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

* chore(deps-dev): bump the development-dependencies group with 5 updates

Bumps the development-dependencies group with 5 updates:

| Package | From | To |
| --- | --- | --- |
| [coverage](https://github.com/nedbat/coveragepy) | `7.6.0` | `7.6.1` |
| [deptry](https://github.com/fpgmaas/deptry) | `0.17.0` | `0.18.0` |
| [xdoctest](https://github.com/Erotemic/xdoctest) | `1.1.5` | `1.1.6` |
| [mypy](https://github.com/python/mypy) | `1.11.0` | `1.11.1` |
| [types-simplejson](https://github.com/python/typeshed) | `3.19.0.20240310` | `3.19.0.20240801` |


Updates `coverage` from 7.6.0 to 7.6.1
- [Release notes](https://github.com/nedbat/coveragepy/releases)
- [Changelog](https://github.com/nedbat/coveragepy/blob/master/CHANGES.rst)
- [Commits](https://github.com/nedbat/coveragepy/compare/7.6.0...7.6.1)

Updates `deptry` from 0.17.0 to 0.18.0
- [Release notes](https://github.com/fpgmaas/deptry/releases)
- [Changelog](https://github.com/fpgmaas/deptry/blob/main/CHANGELOG.md)
- [Commits](https://github.com/fpgmaas/deptry/compare/0.17.0...0.18.0)

Updates `xdoctest` from 1.1.5 to 1.1.6
- [Release notes](https://github.com/Erotemic/xdoctest/releases)
- [Changelog](https://github.com/Erotemic/xdoctest/blob/main/CHANGELOG.md)
- [Commits](https://github.com/Erotemic/xdoctest/compare/v1.1.5...v1.1.6)

Updates `mypy` from 1.11.0 to 1.11.1
- [Changelog](https://github.com/python/mypy/blob/master/CHANGELOG.md)
- [Commits](https://github.com/python/mypy/compare/v1.11...v1.11.1)

Updates `types-simplejson` from 3.19.0.20240310 to 3.19.0.20240801
- [Commits](https://github.com/python/typeshed/commits)

---
updated-dependencies:
- dependency-name: coverage
  dependency-type: direct:development
  update-type: version-update:semver-patch
  dependency-group: development-dependencies
- dependency-name: deptry
  dependency-type: direct:development
  update-type: version-update:semver-minor
  dependency-group: development-dependencies
- dependency-name: xdoctest
  dependency-type: direct:development
  update-type: version-update:semver-patch
  dependency-group: development-dependencies
- dependency-name: mypy
  dependency-type: direct:development
  update-type: version-update:semver-patch
  dependency-group: development-dependencies
- dependency-name: types-simplejson
  dependency-type: direct:development
  update-type: version-update:semver-patch
  dependency-group: development-dependencies
...

Signed-off-by: dependabot[bot] <support@github.com>

* Make mypy happy

---------

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
Co-authored-by: Edgar Ramírez-Mondragón <edgarrm358@gmail.com>
---
 poetry.lock                  | 218 +++++++++++++++++++----------------
 singer_sdk/connectors/sql.py |   2 +-
 2 files changed, 120 insertions(+), 100 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 70d33185b..b4f66aa67 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -369,63 +369,83 @@ files = [
 
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+    {file = "mypy-1.11.1-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:2c63350af88f43a66d3dfeeeb8d77af34a4f07d760b9eb3a8697f0386c7590b4"},
+    {file = "mypy-1.11.1-cp310-cp310-win_amd64.whl", hash = "sha256:a831671bad47186603872a3abc19634f3011d7f83b083762c942442d51c58d58"},
+    {file = "mypy-1.11.1-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:7b6343d338390bb946d449677726edf60102a1c96079b4f002dedff375953fc5"},
+    {file = "mypy-1.11.1-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:e4fe9f4e5e521b458d8feb52547f4bade7ef8c93238dfb5bbc790d9ff2d770ca"},
+    {file = "mypy-1.11.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:886c9dbecc87b9516eff294541bf7f3655722bf22bb898ee06985cd7269898de"},
+    {file = "mypy-1.11.1-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:fca4a60e1dd9fd0193ae0067eaeeb962f2d79e0d9f0f66223a0682f26ffcc809"},
+    {file = "mypy-1.11.1-cp311-cp311-win_amd64.whl", hash = "sha256:0bd53faf56de9643336aeea1c925012837432b5faf1701ccca7fde70166ccf72"},
+    {file = "mypy-1.11.1-cp312-cp312-macosx_10_9_x86_64.whl", hash = "sha256:f39918a50f74dc5969807dcfaecafa804fa7f90c9d60506835036cc1bc891dc8"},
+    {file = "mypy-1.11.1-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:0bc71d1fb27a428139dd78621953effe0d208aed9857cb08d002280b0422003a"},
+    {file = "mypy-1.11.1-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:b868d3bcff720dd7217c383474008ddabaf048fad8d78ed948bb4b624870a417"},
+    {file = "mypy-1.11.1-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:a707ec1527ffcdd1c784d0924bf5cb15cd7f22683b919668a04d2b9c34549d2e"},
+    {file = "mypy-1.11.1-cp312-cp312-win_amd64.whl", hash = "sha256:64f4a90e3ea07f590c5bcf9029035cf0efeae5ba8be511a8caada1a4893f5525"},
+    {file = "mypy-1.11.1-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:749fd3213916f1751fff995fccf20c6195cae941dc968f3aaadf9bb4e430e5a2"},
+    {file = "mypy-1.11.1-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:b639dce63a0b19085213ec5fdd8cffd1d81988f47a2dec7100e93564f3e8fb3b"},
+    {file = "mypy-1.11.1-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:4c956b49c5d865394d62941b109728c5c596a415e9c5b2be663dd26a1ff07bc0"},
+    {file = "mypy-1.11.1-cp38-cp38-musllinux_1_1_x86_64.whl", hash = "sha256:45df906e8b6804ef4b666af29a87ad9f5921aad091c79cc38e12198e220beabd"},
+    {file = "mypy-1.11.1-cp38-cp38-win_amd64.whl", hash = "sha256:d44be7551689d9d47b7abc27c71257adfdb53f03880841a5db15ddb22dc63edb"},
+    {file = "mypy-1.11.1-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:2684d3f693073ab89d76da8e3921883019ea8a3ec20fa5d8ecca6a2db4c54bbe"},
+    {file = "mypy-1.11.1-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:79c07eb282cb457473add5052b63925e5cc97dfab9812ee65a7c7ab5e3cb551c"},
+    {file = "mypy-1.11.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:11965c2f571ded6239977b14deebd3f4c3abd9a92398712d6da3a772974fad69"},
+    {file = "mypy-1.11.1-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:a2b43895a0f8154df6519706d9bca8280cda52d3d9d1514b2d9c3e26792a0b74"},
+    {file = "mypy-1.11.1-cp39-cp39-win_amd64.whl", hash = "sha256:1a81cf05975fd61aec5ae16501a091cfb9f605dc3e3c878c0da32f250b74760b"},
+    {file = "mypy-1.11.1-py3-none-any.whl", hash = "sha256:0624bdb940255d2dd24e829d99a13cfeb72e4e9031f9492148f410ed30bcab54"},
+    {file = "mypy-1.11.1.tar.gz", hash = "sha256:f404a0b069709f18bbdb702eb3dcfe51910602995de00bd39cea3050b5772d08"},
 ]
 
 [package.dependencies]
@@ -2380,13 +2400,13 @@ types-urllib3 = "*"
 
 [[package]]
 name = "types-simplejson"
-version = "3.19.0.20240310"
+version = "3.19.0.20240801"
 description = "Typing stubs for simplejson"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "types-simplejson-3.19.0.20240310.tar.gz", hash = "sha256:2831366f70d5d55832c3d978dff7c989575d55fb38621d086dbfee7a30c2b500"},
-    {file = "types_simplejson-3.19.0.20240310-py3-none-any.whl", hash = "sha256:6f06d8e50112bc931863a40e2cf463a99223d55fe07f275826fa969962bb56a4"},
+    {file = "types-simplejson-3.19.0.20240801.tar.gz", hash = "sha256:ef90cc81dd915f26c452fa2b5e0cbd3a36af81074ae63878fcf8a477e7594e4d"},
+    {file = "types_simplejson-3.19.0.20240801-py3-none-any.whl", hash = "sha256:37f1b33c8626d7f072ea87737629310674845d54d187f12387fe33d31c938288"},
 ]
 
 [[package]]
@@ -2429,13 +2449,13 @@ socks = ["PySocks (>=1.5.6,!=1.5.7,<2.0)"]
 
 [[package]]
 name = "xdoctest"
-version = "1.1.5"
+version = "1.1.6"
 description = "A rewrite of the builtin doctest module"
 optional = false
 python-versions = ">=3.6"
 files = [
-    {file = "xdoctest-1.1.5-py3-none-any.whl", hash = "sha256:f36fe64d7c0ad0553dbff39ff05c43a0aab69d313466f24a38d00e757182ade0"},
-    {file = "xdoctest-1.1.5.tar.gz", hash = "sha256:89b0c3ad7fe03a068e22a457ab18c38fc70c62329c2963f43954b83c29374e66"},
+    {file = "xdoctest-1.1.6-py3-none-any.whl", hash = "sha256:a6f673df8c82b8fe0adc536f14c523464f25c6d2b733ed78888b8f8d6c46012e"},
+    {file = "xdoctest-1.1.6.tar.gz", hash = "sha256:00ec7bde36addbedf5d1db0db57b6b669a7a4b29ad2d16480950556644f02109"},
 ]
 
 [package.extras]
diff --git a/singer_sdk/connectors/sql.py b/singer_sdk/connectors/sql.py
index e9456bc27..283fe183f 100644
--- a/singer_sdk/connectors/sql.py
+++ b/singer_sdk/connectors/sql.py
@@ -1001,7 +1001,7 @@ def get_column_add_ddl(
         compiled = create_column_clause.compile(self._engine)
         return sa.DDL(
             "ALTER TABLE %(table_name)s ADD COLUMN %(create_column_clause)s",
-            {  # type: ignore[arg-type]
+            {
                 "table_name": table_name,
                 "create_column_clause": compiled,
             },

From a4a35619bf15e0b6838dba44652d6d45e4acc56b Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 5 Aug 2024 12:46:57 -0600
Subject: [PATCH 72/77] chore(deps): bump the runtime-dependencies group with 3
 updates (#2585)

Bumps the runtime-dependencies group with 3 updates: [sphinx-notfound-page](https://github.com/readthedocs/sphinx-notfound-page), [faker](https://github.com/joke2k/faker) and [pyjwt](https://github.com/jpadilla/pyjwt).


Updates `sphinx-notfound-page` from 1.0.2 to 1.0.4
- [Changelog](https://github.com/readthedocs/sphinx-notfound-page/blob/main/CHANGELOG.rst)
- [Commits](https://github.com/readthedocs/sphinx-notfound-page/compare/1.0.2...1.0.4)

Updates `faker` from 26.0.0 to 26.1.0
- [Release notes](https://github.com/joke2k/faker/releases)
- [Changelog](https://github.com/joke2k/faker/blob/master/CHANGELOG.md)
- [Commits](https://github.com/joke2k/faker/compare/v26.0.0...v26.1.0)

Updates `pyjwt` from 2.8.0 to 2.9.0
- [Release notes](https://github.com/jpadilla/pyjwt/releases)
- [Changelog](https://github.com/jpadilla/pyjwt/blob/master/CHANGELOG.rst)
- [Commits](https://github.com/jpadilla/pyjwt/compare/2.8.0...2.9.0)

---
updated-dependencies:
- dependency-name: sphinx-notfound-page
  dependency-type: direct:production
  update-type: version-update:semver-patch
  dependency-group: runtime-dependencies
- dependency-name: faker
  dependency-type: direct:production
  update-type: version-update:semver-minor
  dependency-group: runtime-dependencies
- dependency-name: pyjwt
  dependency-type: direct:production
  update-type: version-update:semver-minor
  dependency-group: runtime-dependencies
...

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
---
 poetry.lock | 24 ++++++++++++------------
 1 file changed, 12 insertions(+), 12 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index b4f66aa67..e2ff616d5 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -626,13 +626,13 @@ test = ["pytest (>=6)"]
 
 [[package]]
 name = "faker"
-version = "26.0.0"
+version = "26.1.0"
 description = "Faker is a Python package that generates fake data for you."
 optional = true
 python-versions = ">=3.8"
 files = [
-    {file = "Faker-26.0.0-py3-none-any.whl", hash = "sha256:886ee28219be96949cd21ecc96c4c742ee1680e77f687b095202c8def1a08f06"},
-    {file = "Faker-26.0.0.tar.gz", hash = "sha256:0f60978314973de02c00474c2ae899785a42b2cf4f41b7987e93c132a2b8a4a9"},
+    {file = "Faker-26.1.0-py3-none-any.whl", hash = "sha256:e8c5ef795223e945d9166aea3c0ecaf85ac54b4ade2af068d8e3c6524c2c0aa7"},
+    {file = "Faker-26.1.0.tar.gz", hash = "sha256:33921b6fc3b83dd75fd42ec7f47ec87b50c00d3c5380fa7d8a507dab848b8229"},
 ]
 
 [package.dependencies]
@@ -1398,19 +1398,19 @@ windows-terminal = ["colorama (>=0.4.6)"]
 
 [[package]]
 name = "pyjwt"
-version = "2.8.0"
+version = "2.9.0"
 description = "JSON Web Token implementation in Python"
 optional = true
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
-    {file = "PyJWT-2.8.0-py3-none-any.whl", hash = "sha256:59127c392cc44c2da5bb3192169a91f429924e17aff6534d70fdc02ab3e04320"},
-    {file = "PyJWT-2.8.0.tar.gz", hash = "sha256:57e28d156e3d5c10088e0c68abb90bfac3df82b40a71bd0daa20c65ccd5c23de"},
+    {file = "PyJWT-2.9.0-py3-none-any.whl", hash = "sha256:3b02fb0f44517787776cf48f2ae25d8e14f300e6d7545a4315cee571a415e850"},
+    {file = "pyjwt-2.9.0.tar.gz", hash = "sha256:7e1e5b56cc735432a7369cbfa0efe50fa113ebecdc04ae6922deba8b84582d0c"},
 ]
 
 [package.extras]
 crypto = ["cryptography (>=3.4.0)"]
-dev = ["coverage[toml] (==5.0.4)", "cryptography (>=3.4.0)", "pre-commit", "pytest (>=6.0.0,<7.0.0)", "sphinx (>=4.5.0,<5.0.0)", "sphinx-rtd-theme", "zope.interface"]
-docs = ["sphinx (>=4.5.0,<5.0.0)", "sphinx-rtd-theme", "zope.interface"]
+dev = ["coverage[toml] (==5.0.4)", "cryptography (>=3.4.0)", "pre-commit", "pytest (>=6.0.0,<7.0.0)", "sphinx", "sphinx-rtd-theme", "zope.interface"]
+docs = ["sphinx", "sphinx-rtd-theme", "zope.interface"]
 tests = ["coverage[toml] (==5.0.4)", "pytest (>=6.0.0,<7.0.0)"]
 
 [[package]]
@@ -2058,13 +2058,13 @@ test = ["pytest", "pytest-cov", "pytest-xdist"]
 
 [[package]]
 name = "sphinx-notfound-page"
-version = "1.0.2"
+version = "1.0.4"
 description = "Sphinx extension to build a 404 page with absolute URLs"
 optional = true
 python-versions = ">=3.8"
 files = [
-    {file = "sphinx_notfound_page-1.0.2-py3-none-any.whl", hash = "sha256:dbfb4fb05d8ccdaf28c19c3452231eeab73917fd475dcafebbf3babb84343800"},
-    {file = "sphinx_notfound_page-1.0.2.tar.gz", hash = "sha256:7b2759ca79cbaa44422325f540b91542b1ce411cd31217c20cd6ba1e6cffb5ec"},
+    {file = "sphinx_notfound_page-1.0.4-py3-none-any.whl", hash = "sha256:f7c26ae0df3cf3d6f38f56b068762e6203d0ebb7e1c804de1059598d7dd8b9d8"},
+    {file = "sphinx_notfound_page-1.0.4.tar.gz", hash = "sha256:2a52f49cd367b5c4e64072de1591cc367714098500abf4ecb9a3ecb4fec25aae"},
 ]
 
 [package.dependencies]

From 9f26837e2a6ae5df056fa8ef515fcc49160704cf Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Edgar=20Ram=C3=ADrez=20Mondrag=C3=B3n?=
 <16805946+edgarrmondragon@users.noreply.github.com>
Date: Mon, 5 Aug 2024 14:30:49 -0600
Subject: [PATCH 73/77] chore: Define `Auth` type alias in `types` module
 (#2586)

* chore: Define `Auth` type alias in `types` module

* Update cookiecutter

* Remove unused import

* Limit imports
---
 .../{{cookiecutter.library_name}}/rest-client.py     | 12 +++++++-----
 noxfile.py                                           |  2 ++
 singer_sdk/helpers/types.py                          |  4 ++++
 singer_sdk/streams/rest.py                           | 11 ++---------
 4 files changed, 15 insertions(+), 14 deletions(-)

diff --git a/cookiecutter/tap-template/{{cookiecutter.tap_id}}/{{cookiecutter.library_name}}/rest-client.py b/cookiecutter/tap-template/{{cookiecutter.tap_id}}/{{cookiecutter.library_name}}/rest-client.py
index f4edca913..fb805ad55 100644
--- a/cookiecutter/tap-template/{{cookiecutter.tap_id}}/{{cookiecutter.library_name}}/rest-client.py
+++ b/cookiecutter/tap-template/{{cookiecutter.tap_id}}/{{cookiecutter.library_name}}/rest-client.py
@@ -6,9 +6,8 @@
 {%- if cookiecutter.auth_method in ("OAuth2", "JWT") %}
 from functools import cached_property
 {%- endif %}
-from typing import TYPE_CHECKING, Any, Callable, Iterable
+from typing import TYPE_CHECKING, Any, Iterable
 
-import requests
 {% if cookiecutter.auth_method  == "API Key" -%}
 from singer_sdk.authenticators import APIKeyAuthenticator
 from singer_sdk.helpers.jsonpath import extract_jsonpath
@@ -47,11 +46,14 @@
     import importlib_resources
 
 if TYPE_CHECKING:
+    import requests
+    {%- if cookiecutter.auth_method in ("OAuth2", "JWT") %}
+    from singer_sdk.helpers.types import Auth, Context
+    {%- else %}
     from singer_sdk.helpers.types import Context
+    {%- endif %}
 
 
-_Auth = Callable[[requests.PreparedRequest], requests.PreparedRequest]
-
 # TODO: Delete this is if not using json files for schema definition
 SCHEMAS_DIR = importlib_resources.files(__package__) / "schemas"
 
@@ -74,7 +76,7 @@ def url_base(self) -> str:
 {%- if cookiecutter.auth_method in ("OAuth2", "JWT") %}
 
     @cached_property
-    def authenticator(self) -> _Auth:
+    def authenticator(self) -> Auth:
         """Return a new authenticator object.
 
         Returns:
diff --git a/noxfile.py b/noxfile.py
index d0d5fbd89..40875be38 100644
--- a/noxfile.py
+++ b/noxfile.py
@@ -25,6 +25,8 @@
 
 RUFF_OVERRIDES = """\
 extend = "./pyproject.toml"
+
+[lint]
 extend-ignore = ["TD002", "TD003", "FIX002"]
 """
 
diff --git a/singer_sdk/helpers/types.py b/singer_sdk/helpers/types.py
index 715f5309a..39aaefef5 100644
--- a/singer_sdk/helpers/types.py
+++ b/singer_sdk/helpers/types.py
@@ -5,6 +5,8 @@
 import sys
 import typing as t
 
+import requests
+
 if sys.version_info < (3, 9):
     from typing import Mapping  # noqa: ICN003
 else:
@@ -15,6 +17,7 @@
 else:
     from typing import TypeAlias  # noqa: ICN003
 
+
 __all__ = [
     "Context",
     "Record",
@@ -22,3 +25,4 @@
 
 Context: TypeAlias = Mapping[str, t.Any]
 Record: TypeAlias = t.Dict[str, t.Any]
+Auth: TypeAlias = t.Callable[[requests.PreparedRequest], requests.PreparedRequest]
diff --git a/singer_sdk/streams/rest.py b/singer_sdk/streams/rest.py
index c65ee3f56..559389e8c 100644
--- a/singer_sdk/streams/rest.py
+++ b/singer_sdk/streams/rest.py
@@ -26,25 +26,18 @@
 from singer_sdk.streams.core import Stream
 
 if t.TYPE_CHECKING:
-    import sys
     from datetime import datetime
 
     from backoff.types import Details
 
     from singer_sdk._singerlib import Schema
-    from singer_sdk.helpers.types import Context
+    from singer_sdk.helpers.types import Auth, Context
     from singer_sdk.tap_base import Tap
 
-    if sys.version_info >= (3, 10):
-        from typing import TypeAlias  # noqa: ICN003
-    else:
-        from typing_extensions import TypeAlias
-
 DEFAULT_PAGE_SIZE = 1000
 DEFAULT_REQUEST_TIMEOUT = 300  # 5 minutes
 
 _TToken = t.TypeVar("_TToken")
-_Auth: TypeAlias = t.Callable[[requests.PreparedRequest], requests.PreparedRequest]
 
 
 class RESTStream(Stream, t.Generic[_TToken], metaclass=abc.ABCMeta):  # noqa: PLR0904
@@ -610,7 +603,7 @@ def parse_response(self, response: requests.Response) -> t.Iterable[dict]:
     # Abstract methods:
 
     @property
-    def authenticator(self) -> _Auth:
+    def authenticator(self) -> Auth:
         """Return or set the authenticator for managing HTTP auth headers.
 
         If an authenticator is not specified, REST-based taps will simply pass

From c0cdafc1062739b43be34e8975f0c97e87403a28 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Edgar=20Ram=C3=ADrez=20Mondrag=C3=B3n?=
 <16805946+edgarrmondragon@users.noreply.github.com>
Date: Mon, 5 Aug 2024 16:19:36 -0600
Subject: [PATCH 74/77] chore: Update pre-commit hooks in cookiecutters (#2587)

---
 .../{{cookiecutter.mapper_id}}/.pre-commit-config.yaml      | 6 +++---
 .../{{cookiecutter.tap_id}}/.pre-commit-config.yaml         | 6 +++---
 .../{{cookiecutter.target_id}}/.pre-commit-config.yaml      | 6 +++---
 noxfile.py                                                  | 2 +-
 4 files changed, 10 insertions(+), 10 deletions(-)

diff --git a/cookiecutter/mapper-template/{{cookiecutter.mapper_id}}/.pre-commit-config.yaml b/cookiecutter/mapper-template/{{cookiecutter.mapper_id}}/.pre-commit-config.yaml
index de95ff822..29308ec2d 100644
--- a/cookiecutter/mapper-template/{{cookiecutter.mapper_id}}/.pre-commit-config.yaml
+++ b/cookiecutter/mapper-template/{{cookiecutter.mapper_id}}/.pre-commit-config.yaml
@@ -18,19 +18,19 @@ repos:
   - id: trailing-whitespace
 
 - repo: https://github.com/python-jsonschema/check-jsonschema
-  rev: 0.28.6
+  rev: 0.29.1
   hooks:
   - id: check-dependabot
   - id: check-github-workflows
 
 - repo: https://github.com/astral-sh/ruff-pre-commit
-  rev: v0.5.0
+  rev: v0.5.6
   hooks:
   - id: ruff
     args: [--fix, --exit-non-zero-on-fix, --show-fixes]
   - id: ruff-format
 
 - repo: https://github.com/pre-commit/mirrors-mypy
-  rev: v1.10.1
+  rev: v1.11.1
   hooks:
   - id: mypy
diff --git a/cookiecutter/tap-template/{{cookiecutter.tap_id}}/.pre-commit-config.yaml b/cookiecutter/tap-template/{{cookiecutter.tap_id}}/.pre-commit-config.yaml
index 9dcc2cdd0..ced959bcc 100644
--- a/cookiecutter/tap-template/{{cookiecutter.tap_id}}/.pre-commit-config.yaml
+++ b/cookiecutter/tap-template/{{cookiecutter.tap_id}}/.pre-commit-config.yaml
@@ -18,20 +18,20 @@ repos:
   - id: trailing-whitespace
 
 - repo: https://github.com/python-jsonschema/check-jsonschema
-  rev: 0.28.6
+  rev: 0.29.1
   hooks:
   - id: check-dependabot
   - id: check-github-workflows
 
 - repo: https://github.com/astral-sh/ruff-pre-commit
-  rev: v0.5.0
+  rev: v0.5.6
   hooks:
   - id: ruff
     args: [--fix, --exit-non-zero-on-fix, --show-fixes]
   - id: ruff-format
 
 - repo: https://github.com/pre-commit/mirrors-mypy
-  rev: v1.10.1
+  rev: v1.11.1
   hooks:
   - id: mypy
     additional_dependencies:
diff --git a/cookiecutter/target-template/{{cookiecutter.target_id}}/.pre-commit-config.yaml b/cookiecutter/target-template/{{cookiecutter.target_id}}/.pre-commit-config.yaml
index 3d2c03d0d..3cab6f92b 100644
--- a/cookiecutter/target-template/{{cookiecutter.target_id}}/.pre-commit-config.yaml
+++ b/cookiecutter/target-template/{{cookiecutter.target_id}}/.pre-commit-config.yaml
@@ -18,20 +18,20 @@ repos:
   - id: trailing-whitespace
 
 - repo: https://github.com/python-jsonschema/check-jsonschema
-  rev: 0.28.6
+  rev: 0.29.1
   hooks:
   - id: check-dependabot
   - id: check-github-workflows
 
 - repo: https://github.com/astral-sh/ruff-pre-commit
-  rev: v0.5.0
+  rev: v0.5.6
   hooks:
   - id: ruff
     args: [--fix, --exit-non-zero-on-fix, --show-fixes]
   - id: ruff-format
 
 - repo: https://github.com/pre-commit/mirrors-mypy
-  rev: v1.10.1
+  rev: v1.11.1
   hooks:
   - id: mypy
     additional_dependencies:
diff --git a/noxfile.py b/noxfile.py
index 40875be38..a07c953ab 100644
--- a/noxfile.py
+++ b/noxfile.py
@@ -256,7 +256,7 @@ def test_cookiecutter(session: Session, replay_file_path: str) -> None:
     session.run("poetry", "lock", external=True)
     session.run("poetry", "install", external=True)
 
-    session.run("git", "init", external=True)
+    session.run("git", "init", "-b", "main", external=True)
     session.run("git", "add", ".", external=True)
     session.run("pre-commit", "run", "--all-files", external=True)
 

From 278fde4c93312b72247d90c92c1f6be64ead9ea7 Mon Sep 17 00:00:00 2001
From: "pre-commit-ci[bot]"
 <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Date: Mon, 5 Aug 2024 17:20:41 -0600
Subject: [PATCH 75/77] chore: pre-commit autoupdate (#2588)
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

* chore: pre-commit autoupdate

updates:
- [github.com/astral-sh/ruff-pre-commit: v0.5.5 → v0.5.6](https://github.com/astral-sh/ruff-pre-commit/compare/v0.5.5...v0.5.6)
- [github.com/pycqa/flake8: 7.1.0 → 7.1.1](https://github.com/pycqa/flake8/compare/7.1.0...7.1.1)

* [pre-commit.ci] auto fixes from pre-commit.com hooks

for more information, see https://pre-commit.ci

* Make Ruff happy

---------

Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Co-authored-by: Edgar Ramírez-Mondragón <edgarrm358@gmail.com>
---
 .pre-commit-config.yaml            | 4 ++--
 singer_sdk/_singerlib/json.py      | 2 +-
 singer_sdk/helpers/capabilities.py | 6 +++---
 singer_sdk/helpers/types.py        | 2 +-
 singer_sdk/typing.py               | 2 +-
 5 files changed, 8 insertions(+), 8 deletions(-)

diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 56dd664f8..729f7eee3 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -50,7 +50,7 @@ repos:
   - id: check-readthedocs
 
 - repo: https://github.com/astral-sh/ruff-pre-commit
-  rev: v0.5.5
+  rev: v0.5.6
   hooks:
   - id: ruff
     args: [--fix, --exit-non-zero-on-fix, --show-fixes]
@@ -65,7 +65,7 @@ repos:
       )$
 
 - repo: https://github.com/pycqa/flake8
-  rev: 7.1.0
+  rev: 7.1.1
   hooks:
   - id: flake8
     additional_dependencies:
diff --git a/singer_sdk/_singerlib/json.py b/singer_sdk/_singerlib/json.py
index acb94ad9c..184f1e945 100644
--- a/singer_sdk/_singerlib/json.py
+++ b/singer_sdk/_singerlib/json.py
@@ -1,4 +1,4 @@
-from __future__ import annotations
+from __future__ import annotations  # noqa: A005
 
 import datetime
 import decimal
diff --git a/singer_sdk/helpers/capabilities.py b/singer_sdk/helpers/capabilities.py
index f76400c5a..3445c5bc6 100644
--- a/singer_sdk/helpers/capabilities.py
+++ b/singer_sdk/helpers/capabilities.py
@@ -239,7 +239,7 @@ def emit_warning(self) -> None:
 class DeprecatedEnumMeta(EnumMeta):
     """Metaclass for enumeration with deprecation support."""
 
-    def __getitem__(self, name: str) -> t.Any:  # noqa: ANN401
+    def __getitem__(cls, name: str) -> t.Any:  # noqa: ANN401
         """Retrieve mapping item.
 
         Args:
@@ -253,7 +253,7 @@ def __getitem__(self, name: str) -> t.Any:  # noqa: ANN401
             obj.emit_warning()
         return obj
 
-    def __getattribute__(cls, name: str) -> t.Any:  # noqa: ANN401, N805
+    def __getattribute__(cls, name: str) -> t.Any:  # noqa: ANN401
         """Retrieve enum attribute.
 
         Args:
@@ -267,7 +267,7 @@ def __getattribute__(cls, name: str) -> t.Any:  # noqa: ANN401, N805
             obj.emit_warning()
         return obj
 
-    def __call__(self, *args: t.Any, **kwargs: t.Any) -> t.Any:  # noqa: ANN401
+    def __call__(cls, *args: t.Any, **kwargs: t.Any) -> t.Any:  # noqa: ANN401
         """Call enum member.
 
         Args:
diff --git a/singer_sdk/helpers/types.py b/singer_sdk/helpers/types.py
index 39aaefef5..6d8c877ff 100644
--- a/singer_sdk/helpers/types.py
+++ b/singer_sdk/helpers/types.py
@@ -1,4 +1,4 @@
-"""Type aliases for use in the SDK."""
+"""Type aliases for use in the SDK."""  # noqa: A005
 
 from __future__ import annotations
 
diff --git a/singer_sdk/typing.py b/singer_sdk/typing.py
index 908850686..a8ca332a4 100644
--- a/singer_sdk/typing.py
+++ b/singer_sdk/typing.py
@@ -48,7 +48,7 @@
   other valid implementations which are not syntactically identical to those generated
   here.
 
-"""
+"""  # noqa: A005
 
 from __future__ import annotations
 

From 81d91f35f11679351bf772f1c65728ea213d4a58 Mon Sep 17 00:00:00 2001
From: Hal Ali <haleemur@users.noreply.github.com>
Date: Mon, 5 Aug 2024 19:52:16 -0400
Subject: [PATCH 76/77] fix(targets): Quote add-column-ddl with column starting
 with `_` (underscore) based on engine (#2583)
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

* fix column quoting and add tests

* remove mypy ignore

---------

Co-authored-by: Edgar Ramírez Mondragón <16805946+edgarrmondragon@users.noreply.github.com>
---
 singer_sdk/connectors/sql.py                   |  2 +-
 .../camelcase_complex_schema.singer            |  2 +-
 tests/samples/test_target_sqlite.py            | 18 ++++++++++++++++--
 3 files changed, 18 insertions(+), 4 deletions(-)

diff --git a/singer_sdk/connectors/sql.py b/singer_sdk/connectors/sql.py
index 283fe183f..f48222640 100644
--- a/singer_sdk/connectors/sql.py
+++ b/singer_sdk/connectors/sql.py
@@ -998,7 +998,7 @@ def get_column_add_ddl(
                 column_type,
             ),
         )
-        compiled = create_column_clause.compile(self._engine)
+        compiled = create_column_clause.compile(self._engine).string
         return sa.DDL(
             "ALTER TABLE %(table_name)s ADD COLUMN %(create_column_clause)s",
             {
diff --git a/singer_sdk/testing/target_test_streams/camelcase_complex_schema.singer b/singer_sdk/testing/target_test_streams/camelcase_complex_schema.singer
index 03330c724..8c5d66fb6 100644
--- a/singer_sdk/testing/target_test_streams/camelcase_complex_schema.singer
+++ b/singer_sdk/testing/target_test_streams/camelcase_complex_schema.singer
@@ -1,2 +1,2 @@
 {"type": "SCHEMA", "stream": "ForecastingTypeToCategory", "schema": {"properties": {"Id": {"type": "string"}, "IsDeleted": {"type": ["null", "boolean"]}, "CreatedDate": {"anyOf": [{"type": "string", "format": "date-time"}, {"type": ["string", "null"]}]}, "CreatedById": {"type": ["null", "string"]}, "LastModifiedDate": {"anyOf": [{"type": "string", "format": "date-time"}, {"type": ["string", "null"]}]}, "LastModifiedById": {"type": ["null", "string"]}, "SystemModstamp": {"anyOf": [{"type": "string", "format": "date-time"}, {"type": ["string", "null"]}]}, "ForecastingTypeId": {"type": ["null", "string"]}, "ForecastingItemCategory": {"type": ["null", "string"]}, "DisplayPosition": {"type": ["null", "integer"]}, "IsAdjustable": {"type": ["null", "boolean"]}, "IsOwnerAdjustable": {"type": ["null", "boolean"]}}, "type": "object", "additionalProperties": false}, "key_properties": ["Id"]}
-{"type": "SCHEMA", "stream": "ForecastingTypeToCategory", "schema": {"properties": {"Id": {"type": "string"}, "IsDeleted": {"type": ["null", "boolean"]}, "CreatedDate": {"anyOf": [{"type": "string", "format": "date-time"}, {"type": ["string", "null"]}]}, "CreatedById": {"type": ["null", "string"]}, "LastModifiedDate": {"anyOf": [{"type": "string", "format": "date-time"}, {"type": ["string", "null"]}]}, "LastModifiedById": {"type": ["null", "string"]}, "SystemModstamp": {"anyOf": [{"type": "string", "format": "date-time"}, {"type": ["string", "null"]}]}, "ForecastingTypeId": {"type": ["null", "string"]}, "ForecastingItemCategory": {"type": ["null", "string"]}, "DisplayPosition": {"type": ["null", "integer"]}, "IsAdjustable": {"type": ["null", "boolean"]}, "IsOwnerAdjustable": {"type": ["null", "boolean"]}, "age": {"type": "integer"}, "NewCamelCasedAttribute": {"type": "string"}}, "type": "object", "additionalProperties": false}, "key_properties": ["Id"]}
+{"type": "SCHEMA", "stream": "ForecastingTypeToCategory", "schema": {"properties": {"Id": {"type": "string"}, "IsDeleted": {"type": ["null", "boolean"]}, "CreatedDate": {"anyOf": [{"type": "string", "format": "date-time"}, {"type": ["string", "null"]}]}, "CreatedById": {"type": ["null", "string"]}, "LastModifiedDate": {"anyOf": [{"type": "string", "format": "date-time"}, {"type": ["string", "null"]}]}, "LastModifiedById": {"type": ["null", "string"]}, "SystemModstamp": {"anyOf": [{"type": "string", "format": "date-time"}, {"type": ["string", "null"]}]}, "ForecastingTypeId": {"type": ["null", "string"]}, "ForecastingItemCategory": {"type": ["null", "string"]}, "DisplayPosition": {"type": ["null", "integer"]}, "IsAdjustable": {"type": ["null", "boolean"]}, "IsOwnerAdjustable": {"type": ["null", "boolean"]}, "age": {"type": "integer"}, "NewCamelCasedAttribute": {"type": "string"}, "_attribute_startswith_underscore": {"type": "string"}}, "type": "object", "additionalProperties": false}, "key_properties": ["Id"]}
diff --git a/tests/samples/test_target_sqlite.py b/tests/samples/test_target_sqlite.py
index edf88ee92..4f6d54e60 100644
--- a/tests/samples/test_target_sqlite.py
+++ b/tests/samples/test_target_sqlite.py
@@ -182,7 +182,9 @@ def test_sqlite_column_addition(sqlite_sample_target: SQLTarget):
     props_a: dict[str, dict] = {"col_a": th.StringType().to_dict()}
     props_b = deepcopy(props_a)
     props_b["col_b"] = th.IntegerType().to_dict()
-    schema_msg_a, schema_msg_b = (
+    props_c = deepcopy(props_b)
+    props_c["_col_c"] = th.IntegerType().to_dict()
+    schema_msg_a, schema_msg_b, schema_msg_c = (
         {
             "type": "SCHEMA",
             "stream": test_tbl,
@@ -191,7 +193,7 @@ def test_sqlite_column_addition(sqlite_sample_target: SQLTarget):
                 "properties": props,
             },
         }
-        for props in [props_a, props_b]
+        for props in [props_a, props_b, props_c]
     )
     tap_output_a = "\n".join(
         json.dumps(msg)
@@ -211,8 +213,20 @@ def test_sqlite_column_addition(sqlite_sample_target: SQLTarget):
             },
         ]
     )
+    tap_output_c = "\n".join(
+        json.dumps(msg)
+        for msg in [
+            schema_msg_c,
+            {
+                "type": "RECORD",
+                "stream": test_tbl,
+                "record": {"col_a": "samplerow2", "col_b": 2, "_col_c": 3},
+            },
+        ]
+    )
     target_sync_test(sqlite_sample_target, input=StringIO(tap_output_a), finalize=True)
     target_sync_test(sqlite_sample_target, input=StringIO(tap_output_b), finalize=True)
+    target_sync_test(sqlite_sample_target, input=StringIO(tap_output_c), finalize=True)
 
 
 def test_sqlite_activate_version(

From 87d78b31d6e3eae3842ce483da9e4914dceed2f3 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Edgar=20Ram=C3=ADrez=20Mondrag=C3=B3n?=
 <16805946+edgarrmondragon@users.noreply.github.com>
Date: Mon, 5 Aug 2024 18:43:19 -0600
Subject: [PATCH 77/77] fix: Date fields are now properly serialized as ISO
 dates, i.e. "YYYY-MM-DD" (#2580)

---
 singer_sdk/helpers/_typing.py | 2 +-
 tests/core/test_typing.py     | 2 +-
 2 files changed, 2 insertions(+), 2 deletions(-)

diff --git a/singer_sdk/helpers/_typing.py b/singer_sdk/helpers/_typing.py
index 2ccb9c471..1e7370fd9 100644
--- a/singer_sdk/helpers/_typing.py
+++ b/singer_sdk/helpers/_typing.py
@@ -511,7 +511,7 @@ def _conform_primitive_property(  # noqa: PLR0911
     if isinstance(elem, (datetime.datetime,)):
         return to_json_compatible(elem)
     if isinstance(elem, datetime.date):
-        return f"{elem.isoformat()}T00:00:00+00:00"
+        return elem.isoformat()
     if isinstance(elem, datetime.timedelta):
         epoch = datetime.datetime.fromtimestamp(0, UTC)
         timedelta_from_epoch = epoch + elem
diff --git a/tests/core/test_typing.py b/tests/core/test_typing.py
index 66182c52d..5043c75e1 100644
--- a/tests/core/test_typing.py
+++ b/tests/core/test_typing.py
@@ -294,7 +294,7 @@ def test_conform_primitives():
     )
     assert (
         _conform_primitive_property(datetime.date(2020, 5, 17), {"type": "string"})
-        == "2020-05-17T00:00:00+00:00"
+        == "2020-05-17"
     )
     assert (
         _conform_primitive_property(datetime.timedelta(365), {"type": "string"})