From fd494db29bbf772babf0c1038306fb0cb6a0d8c8 Mon Sep 17 00:00:00 2001
From: "pre-commit-ci[bot]"
 <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Date: Mon, 9 Dec 2024 17:13:24 -0600
Subject: [PATCH 01/23] chore: pre-commit autoupdate (#2803)
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: v0.8.1 → v0.8.2](https://github.com/astral-sh/ruff-pre-commit/compare/v0.8.1...v0.8.2)

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

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

* Fix Ruff update

---------

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      |  2 +-
 singer_sdk/connectors/sql.py | 26 +++++++++++++-------------
 singer_sdk/sinks/core.py     |  2 +-
 tests/samples/conftest.py    |  6 +++---
 4 files changed, 18 insertions(+), 18 deletions(-)

diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 4b45f70d1..33ab53c13 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -44,7 +44,7 @@ repos:
   - id: check-readthedocs
 
 - repo: https://github.com/astral-sh/ruff-pre-commit
-  rev: v0.8.1
+  rev: v0.8.2
   hooks:
   - id: ruff
     args: [--fix, --exit-non-zero-on-fix, --show-fixes]
diff --git a/singer_sdk/connectors/sql.py b/singer_sdk/connectors/sql.py
index 3302a249f..00c83b884 100644
--- a/singer_sdk/connectors/sql.py
+++ b/singer_sdk/connectors/sql.py
@@ -1470,19 +1470,19 @@ def _get_type_sort_key(
         ) -> tuple[int, int]:
             # return rank, with higher numbers ranking first
 
-            _len = int(getattr(sql_type, "length", 0) or 0)
-
-            _pytype = t.cast("type", sql_type.python_type)
-            if issubclass(_pytype, (str, bytes)):
-                return 900, _len
-            if issubclass(_pytype, datetime):
-                return 600, _len
-            if issubclass(_pytype, float):
-                return 400, _len
-            if issubclass(_pytype, int):
-                return 300, _len
-
-            return 0, _len
+            len_ = int(getattr(sql_type, "length", 0) or 0)
+
+            pytype = t.cast("type", sql_type.python_type)
+            if issubclass(pytype, (str, bytes)):
+                return 900, len_
+            if issubclass(pytype, datetime):
+                return 600, len_
+            if issubclass(pytype, float):
+                return 400, len_
+            if issubclass(pytype, int):
+                return 300, len_
+
+            return 0, len_
 
         return sorted(sql_types, key=_get_type_sort_key, reverse=True)
 
diff --git a/singer_sdk/sinks/core.py b/singer_sdk/sinks/core.py
index 7d9d24a3c..dcac2bee4 100644
--- a/singer_sdk/sinks/core.py
+++ b/singer_sdk/sinks/core.py
@@ -456,7 +456,7 @@ def _add_sdc_metadata_to_record(
             or datetime.datetime.now(tz=datetime.timezone.utc)
         ).isoformat()
         record["_sdc_deleted_at"] = record.get("_sdc_deleted_at")
-        record["_sdc_sequence"] = int(round(time.time() * 1000))
+        record["_sdc_sequence"] = round(time.time() * 1000)
         record["_sdc_table_version"] = message.get("version")
         record["_sdc_sync_started_at"] = self.sync_started_at
 
diff --git a/tests/samples/conftest.py b/tests/samples/conftest.py
index d1bd024d3..1202dc688 100644
--- a/tests/samples/conftest.py
+++ b/tests/samples/conftest.py
@@ -19,7 +19,7 @@ def csv_config(outdir: str) -> dict:
 
 
 @pytest.fixture
-def _sqlite_sample_db(sqlite_connector):
+def sqlite_sample_db(sqlite_connector: SQLiteConnector):
     """Return a path to a newly constructed sample DB."""
     with sqlite_connector._connect() as conn, conn.begin():
         for t in range(3):
@@ -72,12 +72,12 @@ def sqlite_sample_db_catalog(sqlite_sample_db_config) -> Catalog:
 
 @pytest.fixture
 def sqlite_sample_tap(
-    _sqlite_sample_db,
+    sqlite_sample_db,
     sqlite_sample_db_config,
     sqlite_sample_db_state,
     sqlite_sample_db_catalog,
 ) -> SQLiteTap:
-    _ = _sqlite_sample_db
+    _ = sqlite_sample_db
     return SQLiteTap(
         config=sqlite_sample_db_config,
         catalog=sqlite_sample_db_catalog.to_dict(),

From 95a84d0725762dcabd209b30f3946413c5ac2d10 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, 10 Dec 2024 09:19:34 -0600
Subject: [PATCH 02/23] refactor: Rename setting `activate_version` to
 `process_activate_version_messages` (#2805)

---
 .../{{cookiecutter.mapper_id}}/.pre-commit-config.yaml     | 2 +-
 .../{{cookiecutter.tap_id}}/.pre-commit-config.yaml        | 2 +-
 .../{{cookiecutter.target_id}}/.pre-commit-config.yaml     | 2 +-
 singer_sdk/helpers/capabilities.py                         | 2 +-
 singer_sdk/sinks/core.py                                   | 2 +-
 tests/samples/test_target_sqlite.py                        | 7 ++++++-
 6 files changed, 11 insertions(+), 6 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 e00fcf85f..cb317968c 100644
--- a/cookiecutter/mapper-template/{{cookiecutter.mapper_id}}/.pre-commit-config.yaml
+++ b/cookiecutter/mapper-template/{{cookiecutter.mapper_id}}/.pre-commit-config.yaml
@@ -24,7 +24,7 @@ repos:
   - id: check-github-workflows
 
 - repo: https://github.com/astral-sh/ruff-pre-commit
-  rev: v0.8.1
+  rev: v0.8.2
   hooks:
   - id: ruff
     args: [--fix, --exit-non-zero-on-fix, --show-fixes]
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 1e260ebad..98ead435f 100644
--- a/cookiecutter/tap-template/{{cookiecutter.tap_id}}/.pre-commit-config.yaml
+++ b/cookiecutter/tap-template/{{cookiecutter.tap_id}}/.pre-commit-config.yaml
@@ -24,7 +24,7 @@ repos:
   - id: check-github-workflows
 
 - repo: https://github.com/astral-sh/ruff-pre-commit
-  rev: v0.8.1
+  rev: v0.8.2
   hooks:
   - id: ruff
     args: [--fix, --exit-non-zero-on-fix, --show-fixes]
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 891875e49..fe8757198 100644
--- a/cookiecutter/target-template/{{cookiecutter.target_id}}/.pre-commit-config.yaml
+++ b/cookiecutter/target-template/{{cookiecutter.target_id}}/.pre-commit-config.yaml
@@ -24,7 +24,7 @@ repos:
   - id: check-github-workflows
 
 - repo: https://github.com/astral-sh/ruff-pre-commit
-  rev: v0.8.1
+  rev: v0.8.2
   hooks:
   - id: ruff
     args: [--fix, --exit-non-zero-on-fix, --show-fixes]
diff --git a/singer_sdk/helpers/capabilities.py b/singer_sdk/helpers/capabilities.py
index a679bfd84..b1f18887a 100644
--- a/singer_sdk/helpers/capabilities.py
+++ b/singer_sdk/helpers/capabilities.py
@@ -146,7 +146,7 @@
 ).to_dict()
 ACTIVATE_VERSION_CONFIG = PropertiesList(
     Property(
-        "activate_version",
+        "process_activate_version_messages",
         BooleanType,
         default=True,
         title="Process `ACTIVATE_VERSION` messages",
diff --git a/singer_sdk/sinks/core.py b/singer_sdk/sinks/core.py
index dcac2bee4..3681ae96c 100644
--- a/singer_sdk/sinks/core.py
+++ b/singer_sdk/sinks/core.py
@@ -406,7 +406,7 @@ def process_activate_version_messages(self) -> bool:
         Returns:
             True if activate version messages should be processed.
         """
-        return self.config.get("activate_version", True)
+        return self.config.get("process_activate_version_messages", True)
 
     @property
     def datetime_error_treatment(self) -> DatetimeErrorTreatmentEnum:
diff --git a/tests/samples/test_target_sqlite.py b/tests/samples/test_target_sqlite.py
index bb659763d..9de140a15 100644
--- a/tests/samples/test_target_sqlite.py
+++ b/tests/samples/test_target_sqlite.py
@@ -79,7 +79,12 @@ def sqlite_sample_target_hard_delete(sqlite_target_test_config):
 @pytest.fixture
 def sqlite_sample_target_no_activate_version(sqlite_target_test_config):
     """Get a sample target object with hard_delete disabled."""
-    return SQLiteTarget(config={**sqlite_target_test_config, "activate_version": False})
+    return SQLiteTarget(
+        config={
+            **sqlite_target_test_config,
+            "process_activate_version_messages": False,
+        }
+    )
 
 
 @pytest.fixture

From 288273182cfdb2ea716bed550c697513551601bd Mon Sep 17 00:00:00 2001
From: MeltyBot <105875157+MeltyBot@users.noreply.github.com>
Date: Tue, 10 Dec 2024 09:33:08 -0600
Subject: [PATCH 03/23] chore: Release v0.43.0 (#2804)

chore: Bump package version

Co-authored-by: edgarrmondragon <16805946+edgarrmondragon@users.noreply.github.com>
---
 .github/ISSUE_TEMPLATE/bug.yml                |  2 +-
 CHANGELOG.md                                  | 42 +++++++++++++++++++
 .../{{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, 52 insertions(+), 10 deletions(-)

diff --git a/.github/ISSUE_TEMPLATE/bug.yml b/.github/ISSUE_TEMPLATE/bug.yml
index 6ab8b080b..70a795256 100644
--- a/.github/ISSUE_TEMPLATE/bug.yml
+++ b/.github/ISSUE_TEMPLATE/bug.yml
@@ -15,7 +15,7 @@ body:
     attributes:
       label: Singer SDK Version
       description: Version of the library you are using
-      placeholder: "0.42.1"
+      placeholder: "0.43.0"
     validations:
       required: true
   - type: checkboxes
diff --git a/CHANGELOG.md b/CHANGELOG.md
index 78d17d1e8..82ba74155 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -5,6 +5,48 @@ 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).
 
+## v0.43.0 (2024-12-10)
+
+### ✨ New
+
+- [#2482](https://github.com/meltano/sdk/issues/2482) Allow SQL tap developers to auto-skip certain schemas from discovery
+- [#2784](https://github.com/meltano/sdk/issues/2784) Added a new built-in setting `activate_version` for targets to optionally disable processing of `ACTIVATE_VERSION` messages
+- [#2780](https://github.com/meltano/sdk/issues/2780) Numeric values are now parsed as `decimal.Decimal` in REST and GraphQL stream responses
+- [#2775](https://github.com/meltano/sdk/issues/2775) Log a stream's bookmark (if it's avaiable) when its sync starts
+- [#2703](https://github.com/meltano/sdk/issues/2703) Targets now emit record count from the built-in batch file processor
+- [#2774](https://github.com/meltano/sdk/issues/2774) Accept a `maxLength` limit for VARCHARs
+- [#2769](https://github.com/meltano/sdk/issues/2769) Add `versioning-strategy` to dependabot config of Cookiecutter templates
+- [#2765](https://github.com/meltano/sdk/issues/2765) The last received Singer message is now logged when the target fails
+- [#2762](https://github.com/meltano/sdk/issues/2762) Support other content-types in REST streams
+
+### 🐛 Fixes
+
+- [#2790](https://github.com/meltano/sdk/issues/2790) Ensure the required global folder tap settings are merged into the concrete implementation settings
+- [#2785](https://github.com/meltano/sdk/issues/2785) Use FS-specific `listdir` in folder tap
+- [#2778](https://github.com/meltano/sdk/issues/2778) The path of the offending field is now printed for config validation errors
+- [#2770](https://github.com/meltano/sdk/issues/2770) Respect standard Singer stream metadata `table-key-properties`, `replication-key` and `forced-replication-method`
+- [#2755](https://github.com/meltano/sdk/issues/2755) Safely compare UUID replication keys with state bookmarks -- _**Thanks @nikzavada!**_
+
+### ⚙️ Under the Hood
+
+- [#2805](https://github.com/meltano/sdk/issues/2805) Rename setting `activate_version` to `process_activate_version_messages`
+- [#2788](https://github.com/meltano/sdk/issues/2788) Fail early if input files to `--catalog` or `--state` do not exist
+- [#2781](https://github.com/meltano/sdk/issues/2781) Added a class method to instantiate `SQLToJSONSchema` from the tap configuration
+- [#2566](https://github.com/meltano/sdk/issues/2566) Standardize on JSON Schema Draft 2020-12 to validate stream schemas
+- [#2751](https://github.com/meltano/sdk/issues/2751) Dropped support for Python 3.8
+
+### ⚡ Performance Improvements
+
+- [#2793](https://github.com/meltano/sdk/issues/2793) Improved discovery performance for SQL taps
+
+### 📚 Documentation Improvements
+
+- [#2796](https://github.com/meltano/sdk/issues/2796) Document how to configure nested stream maps values with environment variables in Meltano
+
+### 📦 Packaging changes
+
+- [#2797](https://github.com/meltano/sdk/issues/2797) SQL taps now require SQLAlchemy 2.0+
+
 ## v0.42.1 (2024-11-11)
 
 ### 🐛 Fixes
diff --git a/cookiecutter/mapper-template/{{cookiecutter.mapper_id}}/pyproject.toml b/cookiecutter/mapper-template/{{cookiecutter.mapper_id}}/pyproject.toml
index 22b0a85bf..adef0152d 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 = ">=3.9"
-singer-sdk = { version="~=0.42.1"{{ ', extras = ["faker"]' if cookiecutter.faker_extra }} }
+singer-sdk = { version="~=0.43.0"{{ ', extras = ["faker"]' if cookiecutter.faker_extra }} }
 fs-s3fs = { version = "~=1.1.1", optional = true }
 
 [tool.poetry.group.dev.dependencies]
 pytest = ">=8"
-singer-sdk = { version="~=0.42.1", extras = ["testing"] }
+singer-sdk = { version="~=0.43.0", 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 4e1034325..5b3c4f90a 100644
--- a/cookiecutter/tap-template/{{cookiecutter.tap_id}}/pyproject.toml
+++ b/cookiecutter/tap-template/{{cookiecutter.tap_id}}/pyproject.toml
@@ -30,7 +30,7 @@ packages = [
 
 [tool.poetry.dependencies]
 python = ">=3.9"
-singer-sdk = { version="~=0.42.1", extras = [
+singer-sdk = { version="~=0.43.0", extras = [
     {%- if cookiecutter.auth_method == "JWT" -%}"jwt", {% endif -%}
     {%- if cookiecutter.faker_extra -%}"faker",{%- endif -%}
 ] }
@@ -45,9 +45,9 @@ sqlalchemy = "~=2.0.36"
 [tool.poetry.group.dev.dependencies]
 pytest = ">=8"
 {%- if cookiecutter.auth_method == "JWT" %}
-singer-sdk = { version="~=0.42.1", extras = ["jwt", "testing"] }
+singer-sdk = { version="~=0.43.0", extras = ["jwt", "testing"] }
 {%- else %}
-singer-sdk = { version="~=0.42.1", extras = ["testing"] }
+singer-sdk = { version="~=0.43.0", 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 45226d999..57f5cb5fa 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 = ">=3.9"
-singer-sdk = { version="~=0.42.1"{{ ', extras = ["faker"]' if cookiecutter.faker_extra }} }
+singer-sdk = { version="~=0.43.0"{{ ', 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="~=0.42.1", extras = ["testing"] }
+singer-sdk = { version="~=0.43.0", extras = ["testing"] }
 
 [tool.poetry.extras]
 s3 = ["fs-s3fs"]
diff --git a/docs/conf.py b/docs/conf.py
index 48a83cd8c..7d78f10c7 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 = "0.42.1"
+release = "0.43.0"
 
 
 # -- General configuration -------------------------------------------------------------
diff --git a/pyproject.toml b/pyproject.toml
index 557900c2d..8307c03d6 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -187,7 +187,7 @@ xfail_strict = false
 
 [tool.commitizen]
 name = "cz_version_bump"
-version = "0.42.1"
+version = "0.43.0"
 changelog_merge_prerelease = true
 prerelease_offset = 1
 tag_format = "v$major.$minor.$patch$prerelease"

From 2ae5a1e2c6406c6658338bf4521241f1dc18d227 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, 10 Dec 2024 16:50:36 -0600
Subject: [PATCH 04/23] fix: Allow developers to set `RESTStream.http_method`
 (#2807)

---
 singer_sdk/streams/rest.py | 38 ++++++++++++++++++++++++++---
 tests/core/test_streams.py | 49 ++++++++++++++++++++++++++++++++++++++
 2 files changed, 84 insertions(+), 3 deletions(-)

diff --git a/singer_sdk/streams/rest.py b/singer_sdk/streams/rest.py
index f4f3e7fce..cb964c242 100644
--- a/singer_sdk/streams/rest.py
+++ b/singer_sdk/streams/rest.py
@@ -91,6 +91,8 @@ def __init__(
         name: str | None = None,
         schema: dict[str, t.Any] | Schema | None = None,
         path: str | None = None,
+        *,
+        http_method: str | None = None,
     ) -> None:
         """Initialize the HTTP stream.
 
@@ -99,11 +101,13 @@ def __init__(
             schema: JSON schema for records in this stream.
             name: Name of this stream.
             path: URL path for this entity stream.
+            http_method: HTTP method to use for requests.
         """
         super().__init__(name=name, schema=schema, tap=tap)
         if path:
             self.path = path
         self._http_headers: dict = {"User-Agent": self.user_agent}
+        self._http_method = http_method
         self._requests_session = requests.Session()
 
     @staticmethod
@@ -151,12 +155,37 @@ def rest_method(self) -> str:
         .. deprecated:: 0.43.0
            Override :meth:`~singer_sdk.RESTStream.http_method` instead.
         """
-        return "GET"
+        return self._http_method or "GET"
+
+    @rest_method.setter
+    @deprecated(
+        "Use `http_method` instead.",
+        category=SingerSDKDeprecationWarning,
+    )
+    def rest_method(self, value: str) -> None:
+        """Set the HTTP method for requests.
+
+        Args:
+            value: The HTTP method to use for requests.
+
+        .. deprecated:: 0.43.0
+           Override :meth:`~singer_sdk.RESTStream.http_method` instead.
+        """
+        self._http_method = value
 
     @property
     def http_method(self) -> str:
         """HTTP method to use for requests. Defaults to "GET"."""
-        return self.rest_method
+        return self._http_method or self.rest_method
+
+    @http_method.setter
+    def http_method(self, value: str) -> None:
+        """Set the HTTP method for requests.
+
+        Args:
+            value: The HTTP method to use for requests.
+        """
+        self._http_method = value
 
     @property
     def requests_session(self) -> requests.Session:
@@ -758,6 +787,8 @@ def __init__(
         name: str | None = None,
         schema: dict[str, t.Any] | Schema | None = None,
         path: str | None = None,
+        *,
+        http_method: str | None = None,
     ) -> None:
         """Initialize the REST stream.
 
@@ -766,8 +797,9 @@ def __init__(
             schema: JSON schema for records in this stream.
             name: Name of this stream.
             path: URL path for this entity stream.
+            http_method: HTTP method to use for requests
         """
-        super().__init__(tap, name, schema, path)
+        super().__init__(tap, name, schema, path, http_method=http_method)
         self._compiled_jsonpath = None
         self._next_page_token_compiled_jsonpath = None
 
diff --git a/tests/core/test_streams.py b/tests/core/test_streams.py
index 562621a5f..8b595ac0d 100644
--- a/tests/core/test_streams.py
+++ b/tests/core/test_streams.py
@@ -10,12 +10,15 @@
 
 import pytest
 import requests
+import requests_mock.adapter as requests_mock_adapter
 
 from singer_sdk._singerlib import Catalog, MetadataMapping
 from singer_sdk.exceptions import (
+    FatalAPIError,
     InvalidReplicationKeyException,
 )
 from singer_sdk.helpers._classproperty import classproperty
+from singer_sdk.helpers._compat import SingerSDKDeprecationWarning
 from singer_sdk.helpers._compat import datetime_fromisoformat as parse
 from singer_sdk.helpers.jsonpath import _compile_jsonpath
 from singer_sdk.streams.core import REPLICATION_FULL_TABLE, REPLICATION_INCREMENTAL
@@ -569,6 +572,52 @@ def prepare_request_payload(self, context, next_page_token):  # noqa: ARG002
     ]
 
 
+def test_mutate_http_method(tap: Tap, requests_mock: requests_mock.Mocker):
+    """Test HTTP method can be overridden."""
+
+    def callback(request: requests.PreparedRequest, context: requests_mock.Context):
+        if request.method == "POST":
+            return {
+                "data": [
+                    {"id": 1, "value": "abc"},
+                    {"id": 2, "value": "def"},
+                ]
+            }
+
+        # Method not allowed
+        context.status_code = 405
+        context.reason = "Method Not Allowed"
+        return {"error": "Check your method"}
+
+    class PostStream(RestTestStream):
+        records_jsonpath = "$.data[*]"
+        path = "/endpoint"
+
+    stream = PostStream(tap, http_method="PUT")
+    requests_mock.request(
+        requests_mock_adapter.ANY,
+        url="https://example.com/endpoint",
+        json=callback,
+    )
+
+    with pytest.raises(FatalAPIError, match="Method Not Allowed"):
+        list(stream.request_records(None))
+
+    with pytest.warns(SingerSDKDeprecationWarning):
+        stream.rest_method = "GET"
+
+    with pytest.raises(FatalAPIError, match="Method Not Allowed"):
+        list(stream.request_records(None))
+
+    stream.http_method = "POST"
+
+    records = list(stream.request_records(None))
+    assert records == [
+        {"id": 1, "value": "abc"},
+        {"id": 2, "value": "def"},
+    ]
+
+
 def test_parse_response(tap: Tap):
     content = """[
         {"id": 1, "value": 3.14159},

From d856fdc94b95bab86cdd3bd8d3cc27fa32b6e8d2 Mon Sep 17 00:00:00 2001
From: MeltyBot <105875157+MeltyBot@users.noreply.github.com>
Date: Tue, 10 Dec 2024 16:58:54 -0600
Subject: [PATCH 05/23] chore: Release v0.43.1 (#2808)

chore: Bump package version

Co-authored-by: edgarrmondragon <16805946+edgarrmondragon@users.noreply.github.com>
---
 .github/ISSUE_TEMPLATE/bug.yml                              | 2 +-
 CHANGELOG.md                                                | 6 ++++++
 .../{{cookiecutter.mapper_id}}/pyproject.toml               | 4 ++--
 .../tap-template/{{cookiecutter.tap_id}}/pyproject.toml     | 6 +++---
 .../{{cookiecutter.target_id}}/pyproject.toml               | 4 ++--
 docs/conf.py                                                | 2 +-
 pyproject.toml                                              | 2 +-
 7 files changed, 16 insertions(+), 10 deletions(-)

diff --git a/.github/ISSUE_TEMPLATE/bug.yml b/.github/ISSUE_TEMPLATE/bug.yml
index 70a795256..a8f8e3e8e 100644
--- a/.github/ISSUE_TEMPLATE/bug.yml
+++ b/.github/ISSUE_TEMPLATE/bug.yml
@@ -15,7 +15,7 @@ body:
     attributes:
       label: Singer SDK Version
       description: Version of the library you are using
-      placeholder: "0.43.0"
+      placeholder: "0.43.1"
     validations:
       required: true
   - type: checkboxes
diff --git a/CHANGELOG.md b/CHANGELOG.md
index 82ba74155..b1d13d00d 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -5,6 +5,12 @@ 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).
 
+## v0.43.1 (2024-12-10)
+
+### 🐛 Fixes
+
+- [#2807](https://github.com/meltano/sdk/issues/2807) Allow developers to set `RESTStream.http_method`
+
 ## v0.43.0 (2024-12-10)
 
 ### ✨ New
diff --git a/cookiecutter/mapper-template/{{cookiecutter.mapper_id}}/pyproject.toml b/cookiecutter/mapper-template/{{cookiecutter.mapper_id}}/pyproject.toml
index adef0152d..966ba82e9 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 = ">=3.9"
-singer-sdk = { version="~=0.43.0"{{ ', extras = ["faker"]' if cookiecutter.faker_extra }} }
+singer-sdk = { version="~=0.43.1"{{ ', extras = ["faker"]' if cookiecutter.faker_extra }} }
 fs-s3fs = { version = "~=1.1.1", optional = true }
 
 [tool.poetry.group.dev.dependencies]
 pytest = ">=8"
-singer-sdk = { version="~=0.43.0", extras = ["testing"] }
+singer-sdk = { version="~=0.43.1", 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 5b3c4f90a..72a9e8c3f 100644
--- a/cookiecutter/tap-template/{{cookiecutter.tap_id}}/pyproject.toml
+++ b/cookiecutter/tap-template/{{cookiecutter.tap_id}}/pyproject.toml
@@ -30,7 +30,7 @@ packages = [
 
 [tool.poetry.dependencies]
 python = ">=3.9"
-singer-sdk = { version="~=0.43.0", extras = [
+singer-sdk = { version="~=0.43.1", extras = [
     {%- if cookiecutter.auth_method == "JWT" -%}"jwt", {% endif -%}
     {%- if cookiecutter.faker_extra -%}"faker",{%- endif -%}
 ] }
@@ -45,9 +45,9 @@ sqlalchemy = "~=2.0.36"
 [tool.poetry.group.dev.dependencies]
 pytest = ">=8"
 {%- if cookiecutter.auth_method == "JWT" %}
-singer-sdk = { version="~=0.43.0", extras = ["jwt", "testing"] }
+singer-sdk = { version="~=0.43.1", extras = ["jwt", "testing"] }
 {%- else %}
-singer-sdk = { version="~=0.43.0", extras = ["testing"] }
+singer-sdk = { version="~=0.43.1", 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 57f5cb5fa..9b9d19945 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 = ">=3.9"
-singer-sdk = { version="~=0.43.0"{{ ', extras = ["faker"]' if cookiecutter.faker_extra }} }
+singer-sdk = { version="~=0.43.1"{{ ', 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="~=0.43.0", extras = ["testing"] }
+singer-sdk = { version="~=0.43.1", extras = ["testing"] }
 
 [tool.poetry.extras]
 s3 = ["fs-s3fs"]
diff --git a/docs/conf.py b/docs/conf.py
index 7d78f10c7..689f26442 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 = "0.43.0"
+release = "0.43.1"
 
 
 # -- General configuration -------------------------------------------------------------
diff --git a/pyproject.toml b/pyproject.toml
index 8307c03d6..f934bf396 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -187,7 +187,7 @@ xfail_strict = false
 
 [tool.commitizen]
 name = "cz_version_bump"
-version = "0.43.0"
+version = "0.43.1"
 changelog_merge_prerelease = true
 prerelease_offset = 1
 tag_format = "v$major.$minor.$patch$prerelease"

From b1d061f407571195560784b0c40aaa945f485102 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, 13 Dec 2024 10:08:11 -0600
Subject: [PATCH 06/23] chore: Update template dependencies (#2811)

---
 .pre-commit-config.yaml                                         | 2 +-
 .../{{cookiecutter.mapper_id}}/.github/workflows/build.yml      | 2 +-
 .../{{cookiecutter.mapper_id}}/.pre-commit-config.yaml          | 2 +-
 .../{{cookiecutter.tap_id}}/.github/workflows/build.yml         | 2 +-
 .../{{cookiecutter.tap_id}}/.pre-commit-config.yaml             | 2 +-
 .../{{cookiecutter.target_id}}/.github/workflows/build.yml      | 2 +-
 .../{{cookiecutter.target_id}}/.pre-commit-config.yaml          | 2 +-
 7 files changed, 7 insertions(+), 7 deletions(-)

diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 33ab53c13..46a1f60cc 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -44,7 +44,7 @@ repos:
   - id: check-readthedocs
 
 - repo: https://github.com/astral-sh/ruff-pre-commit
-  rev: v0.8.2
+  rev: v0.8.3
   hooks:
   - id: ruff
     args: [--fix, --exit-non-zero-on-fix, --show-fixes]
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 179acf18a..d0bc4e129 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@v1.12.2
+      uses: pypa/gh-action-pypi-publish@v1.12.3
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 cb317968c..32362f61e 100644
--- a/cookiecutter/mapper-template/{{cookiecutter.mapper_id}}/.pre-commit-config.yaml
+++ b/cookiecutter/mapper-template/{{cookiecutter.mapper_id}}/.pre-commit-config.yaml
@@ -24,7 +24,7 @@ repos:
   - id: check-github-workflows
 
 - repo: https://github.com/astral-sh/ruff-pre-commit
-  rev: v0.8.2
+  rev: v0.8.3
   hooks:
   - id: ruff
     args: [--fix, --exit-non-zero-on-fix, --show-fixes]
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 179acf18a..d0bc4e129 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@v1.12.2
+      uses: pypa/gh-action-pypi-publish@v1.12.3
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 98ead435f..e786131a2 100644
--- a/cookiecutter/tap-template/{{cookiecutter.tap_id}}/.pre-commit-config.yaml
+++ b/cookiecutter/tap-template/{{cookiecutter.tap_id}}/.pre-commit-config.yaml
@@ -24,7 +24,7 @@ repos:
   - id: check-github-workflows
 
 - repo: https://github.com/astral-sh/ruff-pre-commit
-  rev: v0.8.2
+  rev: v0.8.3
   hooks:
   - id: ruff
     args: [--fix, --exit-non-zero-on-fix, --show-fixes]
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 179acf18a..d0bc4e129 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@v1.12.2
+      uses: pypa/gh-action-pypi-publish@v1.12.3
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 fe8757198..3ca45cbc8 100644
--- a/cookiecutter/target-template/{{cookiecutter.target_id}}/.pre-commit-config.yaml
+++ b/cookiecutter/target-template/{{cookiecutter.target_id}}/.pre-commit-config.yaml
@@ -24,7 +24,7 @@ repos:
   - id: check-github-workflows
 
 - repo: https://github.com/astral-sh/ruff-pre-commit
-  rev: v0.8.2
+  rev: v0.8.3
   hooks:
   - id: ruff
     args: [--fix, --exit-non-zero-on-fix, --show-fixes]

From 4c8c3642afc40570fcdca62e3a0d4b7481a614f7 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 16 Dec 2024 08:26:45 -0600
Subject: [PATCH 07/23] chore(deps): bump pypa/gh-action-pypi-publish from
 1.12.2 to 1.12.3 in the actions group (#2813)

chore(deps): bump pypa/gh-action-pypi-publish in the actions group

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 1.12.2 to 1.12.3
- [Release notes](https://github.com/pypa/gh-action-pypi-publish/releases)
- [Commits](https://github.com/pypa/gh-action-pypi-publish/compare/v1.12.2...v1.12.3)

---
updated-dependencies:
- dependency-name: pypa/gh-action-pypi-publish
  dependency-type: direct:production
  update-type: version-update:semver-patch
  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/release.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index adaca82af..5fe3d5ae1 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -65,7 +65,7 @@ jobs:
         name: Packages
         path: dist
     - name: Publish
-      uses: pypa/gh-action-pypi-publish@v1.12.2
+      uses: pypa/gh-action-pypi-publish@v1.12.3
 
   upload-to-release:
     name: Upload files to release

From ea4ad90708684916d52f5ecb721938c47557c479 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Edgar=20Ram=C3=ADrez=20Mondrag=C3=B3n?=
 <edgarrm358@gmail.com>
Date: Sun, 22 Dec 2024 10:36:51 -0600
Subject: [PATCH 08/23] chore: Run `poetry lock`

---
 poetry.lock | 460 ++++++++++++++++++++++++++--------------------------
 1 file changed, 230 insertions(+), 230 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 386eb9827..343b72290 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -2,24 +2,24 @@
 
 [[package]]
 name = "aiobotocore"
-version = "2.15.2"
+version = "2.16.0"
 description = "Async client for aws services using botocore and aiohttp"
 optional = true
 python-versions = ">=3.8"
 files = [
-    {file = "aiobotocore-2.15.2-py3-none-any.whl", hash = "sha256:d4d3128b4b558e2b4c369bfa963b022d7e87303adb82eec623cec8aa77ae578a"},
-    {file = "aiobotocore-2.15.2.tar.gz", hash = "sha256:9ac1cfcaccccc80602968174aa032bf978abe36bd4e55e6781d6500909af1375"},
+    {file = "aiobotocore-2.16.0-py3-none-any.whl", hash = "sha256:eb3641a7b9c51113adbc33a029441de6201ebb026c64ff2e149c7fa802c9abfc"},
+    {file = "aiobotocore-2.16.0.tar.gz", hash = "sha256:6d6721961a81570e9b920b98778d95eec3d52a9f83b7844c6c5cfdbf2a2d6a11"},
 ]
 
 [package.dependencies]
 aiohttp = ">=3.9.2,<4.0.0"
 aioitertools = ">=0.5.1,<1.0.0"
-botocore = ">=1.35.16,<1.35.37"
+botocore = ">=1.35.74,<1.35.82"
 wrapt = ">=1.10.10,<2.0.0"
 
 [package.extras]
-awscli = ["awscli (>=1.34.16,<1.35.3)"]
-boto3 = ["boto3 (>=1.35.16,<1.35.37)"]
+awscli = ["awscli (>=1.36.15,<1.36.23)"]
+boto3 = ["boto3 (>=1.35.74,<1.35.82)"]
 
 [[package]]
 name = "aiohappyeyeballs"
@@ -34,87 +34,87 @@ files = [
 
 [[package]]
 name = "aiohttp"
-version = "3.11.10"
+version = "3.11.11"
 description = "Async http client/server framework (asyncio)"
 optional = true
 python-versions = ">=3.9"
 files = [
-    {file = "aiohttp-3.11.10-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:cbad88a61fa743c5d283ad501b01c153820734118b65aee2bd7dbb735475ce0d"},
-    {file = "aiohttp-3.11.10-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:80886dac673ceaef499de2f393fc80bb4481a129e6cb29e624a12e3296cc088f"},
-    {file = "aiohttp-3.11.10-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:61b9bae80ed1f338c42f57c16918853dc51775fb5cb61da70d590de14d8b5fb4"},
-    {file = "aiohttp-3.11.10-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:9e2e576caec5c6a6b93f41626c9c02fc87cd91538b81a3670b2e04452a63def6"},
-    {file = "aiohttp-3.11.10-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:02c13415b5732fb6ee7ff64583a5e6ed1c57aa68f17d2bda79c04888dfdc2769"},
-    {file = "aiohttp-3.11.10-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:4cfce37f31f20800a6a6620ce2cdd6737b82e42e06e6e9bd1b36f546feb3c44f"},
-    {file = "aiohttp-3.11.10-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:3bbbfff4c679c64e6e23cb213f57cc2c9165c9a65d63717108a644eb5a7398df"},
-    {file = "aiohttp-3.11.10-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:49c7dbbc1a559ae14fc48387a115b7d4bbc84b4a2c3b9299c31696953c2a5219"},
-    {file = "aiohttp-3.11.10-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:68386d78743e6570f054fe7949d6cb37ef2b672b4d3405ce91fafa996f7d9b4d"},
-    {file = "aiohttp-3.11.10-cp310-cp310-musllinux_1_2_i686.whl", hash = "sha256:9ef405356ba989fb57f84cac66f7b0260772836191ccefbb987f414bcd2979d9"},
-    {file = "aiohttp-3.11.10-cp310-cp310-musllinux_1_2_ppc64le.whl", hash = "sha256:5d6958671b296febe7f5f859bea581a21c1d05430d1bbdcf2b393599b1cdce77"},
-    {file = "aiohttp-3.11.10-cp310-cp310-musllinux_1_2_s390x.whl", hash = "sha256:99b7920e7165be5a9e9a3a7f1b680f06f68ff0d0328ff4079e5163990d046767"},
-    {file = "aiohttp-3.11.10-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:0dc49f42422163efb7e6f1df2636fe3db72713f6cd94688e339dbe33fe06d61d"},
-    {file = "aiohttp-3.11.10-cp310-cp310-win32.whl", hash = "sha256:40d1c7a7f750b5648642586ba7206999650208dbe5afbcc5284bcec6579c9b91"},
-    {file = "aiohttp-3.11.10-cp310-cp310-win_amd64.whl", hash = "sha256:68ff6f48b51bd78ea92b31079817aff539f6c8fc80b6b8d6ca347d7c02384e33"},
-    {file = "aiohttp-3.11.10-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:77c4aa15a89847b9891abf97f3d4048f3c2d667e00f8a623c89ad2dccee6771b"},
-    {file = "aiohttp-3.11.10-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:909af95a72cedbefe5596f0bdf3055740f96c1a4baa0dd11fd74ca4de0b4e3f1"},
-    {file = "aiohttp-3.11.10-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:386fbe79863eb564e9f3615b959e28b222259da0c48fd1be5929ac838bc65683"},
-    {file = "aiohttp-3.11.10-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:3de34936eb1a647aa919655ff8d38b618e9f6b7f250cc19a57a4bf7fd2062b6d"},
-    {file = "aiohttp-3.11.10-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:0c9527819b29cd2b9f52033e7fb9ff08073df49b4799c89cb5754624ecd98299"},
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 ]
 
 [package.dependencies]
@@ -150,13 +150,13 @@ docs = ["sphinx (==8.0.2)", "sphinx-mdinclude (==0.6.2)"]
 
 [[package]]
 name = "aiosignal"
-version = "1.3.1"
+version = "1.3.2"
 description = "aiosignal: a list of registered asynchronous callbacks"
 optional = true
-python-versions = ">=3.7"
+python-versions = ">=3.9"
 files = [
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 ]
 
 [package.dependencies]
@@ -197,19 +197,19 @@ files = [
 
 [[package]]
 name = "attrs"
-version = "24.2.0"
+version = "24.3.0"
 description = "Classes Without Boilerplate"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
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 ]
 
 [package.extras]
 benchmark = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-codspeed", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
 cov = ["cloudpickle", "coverage[toml] (>=5.3)", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
-dev = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pre-commit", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
+dev = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pre-commit-uv", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
 docs = ["cogapp", "furo", "myst-parser", "sphinx", "sphinx-notfound-page", "sphinxcontrib-towncrier", "towncrier (<24.7)"]
 tests = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
 tests-mypy = ["mypy (>=1.11.1)", "pytest-mypy-plugins"]
@@ -356,17 +356,17 @@ lxml = ["lxml"]
 
 [[package]]
 name = "boto3"
-version = "1.35.36"
+version = "1.35.81"
 description = "The AWS SDK for Python"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
-botocore = ">=1.35.36,<1.36.0"
+botocore = ">=1.35.81,<1.36.0"
 jmespath = ">=0.7.1,<2.0.0"
 s3transfer = ">=0.10.0,<0.11.0"
 
@@ -375,13 +375,13 @@ crt = ["botocore[crt] (>=1.21.0,<2.0a0)"]
 
 [[package]]
 name = "botocore"
-version = "1.35.36"
+version = "1.35.81"
 description = "Low-level, data-driven core of boto 3."
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -423,13 +423,13 @@ ujson = ["ujson (>=5.7.0)"]
 
 [[package]]
 name = "certifi"
-version = "2024.8.30"
+version = "2024.12.14"
 description = "Python package for providing Mozilla's CA Bundle."
 optional = false
 python-versions = ">=3.6"
 files = [
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 ]
 
 [[package]]
@@ -627,13 +627,13 @@ files = [
 
 [[package]]
 name = "click"
-version = "8.1.7"
+version = "8.1.8"
 description = "Composable command line interface toolkit"
 optional = false
 python-versions = ">=3.7"
 files = [
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-    {file = "click-8.1.7.tar.gz", hash = "sha256:ca9853ad459e787e2192211578cc907e7594e294c7ccc834310722b41b9ca6de"},
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+    {file = "click-8.1.8.tar.gz", hash = "sha256:ed53c9d8990d83c2a27deae68e4ee337473f6330c040a31d4225c9574d16096a"},
 ]
 
 [package.dependencies]
@@ -876,13 +876,13 @@ files = [
 
 [[package]]
 name = "duckdb-engine"
-version = "0.13.6"
+version = "0.14.0"
 description = "SQLAlchemy driver for duckdb"
 optional = false
 python-versions = "<4,>=3.8"
 files = [
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-    {file = "duckdb_engine-0.13.6.tar.gz", hash = "sha256:221ec7759e157fd8d4fcb0bd64f603c5a4b1889186f30d805a91b10a73f8c59a"},
+    {file = "duckdb_engine-0.14.0-py3-none-any.whl", hash = "sha256:583b52cbcd5071119a3171e50d81797ff8096eb5a4313ec636b6a173e547dc53"},
+    {file = "duckdb_engine-0.14.0.tar.gz", hash = "sha256:7fc49646274fa195e15f02b62270a694b04c810004e10c5a805f9c2076f0c933"},
 ]
 
 [package.dependencies]
@@ -1071,13 +1071,13 @@ six = ">=1.10,<2.0"
 
 [[package]]
 name = "fsspec"
-version = "2024.10.0"
+version = "2024.12.0"
 description = "File-system specification"
 optional = false
 python-versions = ">=3.8"
 files = [
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+    {file = "fsspec-2024.12.0-py3-none-any.whl", hash = "sha256:b520aed47ad9804237ff878b504267a3b0b441e97508bd6d2d8774e3db85cee2"},
+    {file = "fsspec-2024.12.0.tar.gz", hash = "sha256:670700c977ed2fb51e0d9f9253177ed20cbde4a3e5c0283cc5385b5870c8533f"},
 ]
 
 [package.extras]
@@ -1305,13 +1305,13 @@ files = [
 
 [[package]]
 name = "jinja2"
-version = "3.1.4"
+version = "3.1.5"
 description = "A very fast and expressive template engine."
 optional = false
 python-versions = ">=3.7"
 files = [
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-    {file = "jinja2-3.1.4.tar.gz", hash = "sha256:4a3aee7acbbe7303aede8e9648d13b8bf88a429282aa6122a993f0ac800cb369"},
+    {file = "jinja2-3.1.5-py3-none-any.whl", hash = "sha256:aba0f4dc9ed8013c424088f68a5c226f7d6097ed89b246d7749c2ec4175c6adb"},
+    {file = "jinja2-3.1.5.tar.gz", hash = "sha256:8fefff8dc3034e27bb80d67c671eb8a9bc424c0ef4c0826edbff304cceff43bb"},
 ]
 
 [package.dependencies]
@@ -1518,19 +1518,19 @@ files = [
 
 [[package]]
 name = "moto"
-version = "5.0.22"
+version = "5.0.24"
 description = ""
 optional = false
 python-versions = ">=3.8"
 files = [
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-    {file = "moto-5.0.22.tar.gz", hash = "sha256:daf47b8a1f5f190cd3eaa40018a643f38e542277900cf1db7f252cedbfed998f"},
+    {file = "moto-5.0.24-py3-none-any.whl", hash = "sha256:4d826f1574849f18ddd2fcbf614d97f82c8fddfb9d95fac1078da01a39b57c10"},
+    {file = "moto-5.0.24.tar.gz", hash = "sha256:dba6426bd770fbb9d892633fbd35253cbc181eeaa0eba97d6f058720a8fe9b42"},
 ]
 
 [package.dependencies]
 boto3 = ">=1.9.201"
 botocore = ">=1.14.0,<1.35.45 || >1.35.45,<1.35.46 || >1.35.46"
-cryptography = ">=3.3.1"
+cryptography = ">=35.0.0"
 Jinja2 = ">=2.10.1"
 python-dateutil = ">=2.1,<3.0.0"
 requests = ">=2.5"
@@ -1668,49 +1668,49 @@ typing-extensions = {version = ">=4.1.0", markers = "python_version < \"3.11\""}
 
 [[package]]
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 [[package]]
@@ -2261,13 +2261,13 @@ pytest = ">=3.0.0"
 
 [[package]]
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+version = "0.14.1"
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 [package.dependencies]
@@ -2624,19 +2624,19 @@ files = [
 
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-fsspec = "==2024.10.0.*"
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 [package.extras]
 awscli = ["aiobotocore[awscli] (>=2.5.4,<3.0.0)"]
@@ -3272,24 +3272,24 @@ referencing = "*"
 
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+version = "2024.2.0.20241221"
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 python-versions = ">=3.8"
 files = [
-    {file = "types-pytz-2024.2.0.20241003.tar.gz", hash = "sha256:575dc38f385a922a212bac00a7d6d2e16e141132a3c955078f4a4fd13ed6cb44"},
-    {file = "types_pytz-2024.2.0.20241003-py3-none-any.whl", hash = "sha256:3e22df1336c0c6ad1d29163c8fda82736909eb977281cb823c57f8bae07118b7"},
+    {file = "types_pytz-2024.2.0.20241221-py3-none-any.whl", hash = "sha256:8fc03195329c43637ed4f593663df721fef919b60a969066e22606edf0b53ad5"},
+    {file = "types_pytz-2024.2.0.20241221.tar.gz", hash = "sha256:06d7cde9613e9f7504766a0554a270c369434b50e00975b3a4a0f6eed0f2c1a9"},
 ]
 
 [[package]]
 name = "types-pyyaml"
-version = "6.0.12.20240917"
+version = "6.0.12.20241221"
 description = "Typing stubs for PyYAML"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "types-PyYAML-6.0.12.20240917.tar.gz", hash = "sha256:d1405a86f9576682234ef83bcb4e6fff7c9305c8b1fbad5e0bcd4f7dbdc9c587"},
-    {file = "types_PyYAML-6.0.12.20240917-py3-none-any.whl", hash = "sha256:392b267f1c0fe6022952462bf5d6523f31e37f6cea49b14cee7ad634b6301570"},
+    {file = "types_PyYAML-6.0.12.20241221-py3-none-any.whl", hash = "sha256:0657a4ff8411a030a2116a196e8e008ea679696b5b1a8e1a6aa8ebb737b34688"},
+    {file = "types_pyyaml-6.0.12.20241221.tar.gz", hash = "sha256:4f149aa893ff6a46889a30af4c794b23833014c469cc57cbc3ad77498a58996f"},
 ]
 
 [[package]]
@@ -3322,13 +3322,13 @@ urllib3 = ">=2"
 
 [[package]]
 name = "types-simplejson"
-version = "3.19.0.20240801"
+version = "3.19.0.20241221"
 description = "Typing stubs for simplejson"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {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"},
+    {file = "types_simplejson-3.19.0.20241221-py3-none-any.whl", hash = "sha256:179dfaef8c357156c781fa47cfdfcd953a7953fc375dfe9ab19a20054a828980"},
+    {file = "types_simplejson-3.19.0.20241221.tar.gz", hash = "sha256:114af9db0f49ad15755d2b6ad8e6fd04b5a493815e2fc1e011729d4650defc70"},
 ]
 
 [[package]]
@@ -3385,13 +3385,13 @@ socks = ["PySocks (>=1.5.6,!=1.5.7,<2.0)"]
 
 [[package]]
 name = "urllib3"
-version = "2.2.3"
+version = "2.3.0"
 description = "HTTP library with thread-safe connection pooling, file post, and more."
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 files = [
-    {file = "urllib3-2.2.3-py3-none-any.whl", hash = "sha256:ca899ca043dcb1bafa3e262d73aa25c465bfb49e0bd9dd5d59f1d0acba2f8fac"},
-    {file = "urllib3-2.2.3.tar.gz", hash = "sha256:e7d814a81dad81e6caf2ec9fdedb284ecc9c73076b62654547cc64ccdcae26e9"},
+    {file = "urllib3-2.3.0-py3-none-any.whl", hash = "sha256:1cee9ad369867bfdbbb48b7dd50374c0967a0bb7710050facf0dd6911440e3df"},
+    {file = "urllib3-2.3.0.tar.gz", hash = "sha256:f8c5449b3cf0861679ce7e0503c7b44b5ec981bec0d1d3795a07f1ba96f0204d"},
 ]
 
 [package.extras]

From 920d630a98fc836833ff669eb41945c861b7fb22 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Edgar=20Ram=C3=ADrez=20Mondrag=C3=B3n?=
 <edgarrm358@gmail.com>
Date: Sun, 22 Dec 2024 11:18:05 -0600
Subject: [PATCH 09/23] chore: Bump mypy to 1.14.0

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

diff --git a/singer_sdk/typing.py b/singer_sdk/typing.py
index 336eb6995..338973d9d 100644
--- a/singer_sdk/typing.py
+++ b/singer_sdk/typing.py
@@ -194,7 +194,7 @@ def __get__(self, instance: P, owner: type[P]) -> t.Any:  # noqa: ANN401
             The property value.
         """
         if instance is None:
-            instance = owner()  # type: ignore[unreachable]
+            instance = owner()
         return self.fget(instance)
 
 

From 8a0421b5f6ece4f23fe1f9791cd76eb7a0131acf Mon Sep 17 00:00:00 2001
From: Ben Schulz <110361904+ben-schulz-mh@users.noreply.github.com>
Date: Sat, 28 Dec 2024 03:47:18 +1000
Subject: [PATCH 10/23] feat: add SHA256 encryption method to inline stream
 maps (#2819)
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

* feat: add SHA256 encryption method to inline stream maps

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

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

* fix up docstring

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

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

* rename variable to match docstring

* chore: Add docs and test for `sha256` stream maps function

* docs: Link to `hashlib.md5` and `hashlib.sha256` respectively

---------

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>
---
 docs/stream_maps.md                                 | 11 ++++++-----
 singer_sdk/mapper.py                                | 13 +++++++++++++
 tests/core/test_mapper.py                           |  1 +
 .../mapped_stream/only_mapped_fields.jsonl          |  8 ++++----
 4 files changed, 24 insertions(+), 9 deletions(-)

diff --git a/docs/stream_maps.md b/docs/stream_maps.md
index 7c65b88c8..9df083e9b 100644
--- a/docs/stream_maps.md
+++ b/docs/stream_maps.md
@@ -230,11 +230,12 @@ can be referenced directly by mapping expressions.
 
 The following functions and namespaces are available for use in mapping expressions:
 
-| Function                                     | Description                                                                                                                                                                                                                                                            |
-| :------------------------------------------- | :--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
-| [`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()`](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).                                                             |
+| Function                                             | Description                                                                                                                                                                                                                                                                  |
+| :--------------------------------------------------- | :--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
+| [`md5()`](inv:python:py:function:#hashlib.md5)       | 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()`](inv:python:py:method:#hashlib.hash.hexdigest).       |
+| [`sha256()`](inv:python:py:function:#hashlib.sha256) | Returns an inline SHA256 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.sha256(<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).                                                                   |
 
 #### Built-in Variable Names
 
diff --git a/singer_sdk/mapper.py b/singer_sdk/mapper.py
index 004d0f60a..d528831a1 100644
--- a/singer_sdk/mapper.py
+++ b/singer_sdk/mapper.py
@@ -63,6 +63,18 @@ def md5(string: str) -> str:
     return hashlib.md5(string.encode("utf-8")).hexdigest()  # noqa: S324
 
 
+def sha256(string: str) -> str:
+    """Digest a string using SHA256. This is a function for inline calculations.
+
+    Args:
+        string: String to digest.
+
+    Returns:
+        A string digested into SHA256.
+    """
+    return hashlib.sha256(string.encode("utf-8")).hexdigest()
+
+
 StreamMapsDict: TypeAlias = dict[str, t.Union[str, dict, None]]
 
 
@@ -307,6 +319,7 @@ def functions(self) -> dict[str, t.Callable]:
         """
         funcs: dict[str, t.Any] = simpleeval.DEFAULT_FUNCTIONS.copy()
         funcs["md5"] = md5
+        funcs["sha256"] = sha256
         funcs["datetime"] = datetime
         funcs["bool"] = bool
         funcs["json"] = json
diff --git a/tests/core/test_mapper.py b/tests/core/test_mapper.py
index 0ade78823..192fc2718 100644
--- a/tests/core/test_mapper.py
+++ b/tests/core/test_mapper.py
@@ -704,6 +704,7 @@ def discover_streams(self):
             {
                 "mystream": {
                     "email_hash": "md5(email)",
+                    "email_hash_sha256": "sha256(email)",
                     "fixed_count": "int(count-1)",
                     "__else__": None,
                 },
diff --git a/tests/snapshots/mapped_stream/only_mapped_fields.jsonl b/tests/snapshots/mapped_stream/only_mapped_fields.jsonl
index ef70c9aac..c02e689c7 100644
--- a/tests/snapshots/mapped_stream/only_mapped_fields.jsonl
+++ b/tests/snapshots/mapped_stream/only_mapped_fields.jsonl
@@ -1,6 +1,6 @@
 {"type":"STATE","value":{}}
-{"type":"SCHEMA","stream":"mystream","schema":{"type":"object","properties":{"email_hash":{"type":["string","null"]},"fixed_count":{"type":["integer","null"]}},"$schema":"https://json-schema.org/draft/2020-12/schema"},"key_properties":[]}
-{"type":"RECORD","stream":"mystream","record":{"email_hash":"c160f8cc69a4f0bf2b0362752353d060","fixed_count":20},"time_extracted":"2022-01-01T00:00:00+00:00"}
-{"type":"RECORD","stream":"mystream","record":{"email_hash":"4b9bb80620f03eb3719e0a061c14283d","fixed_count":12},"time_extracted":"2022-01-01T00:00:00+00:00"}
-{"type":"RECORD","stream":"mystream","record":{"email_hash":"426b189df1e2f359efe6ee90f2d2030f","fixed_count":18},"time_extracted":"2022-01-01T00:00:00+00:00"}
+{"type":"SCHEMA","stream":"mystream","schema":{"type":"object","properties":{"email_hash":{"type":["string","null"]},"email_hash_sha256":{"type":["string","null"]},"fixed_count":{"type":["integer","null"]}},"$schema":"https://json-schema.org/draft/2020-12/schema"},"key_properties":[]}
+{"type":"RECORD","stream":"mystream","record":{"email_hash":"c160f8cc69a4f0bf2b0362752353d060","email_hash_sha256":"ff8d9819fc0e12bf0d24892e45987e249a28dce836a85cad60e28eaaa8c6d976","fixed_count":20},"time_extracted":"2022-01-01T00:00:00+00:00"}
+{"type":"RECORD","stream":"mystream","record":{"email_hash":"4b9bb80620f03eb3719e0a061c14283d","email_hash_sha256":"5ff860bf1190596c7188ab851db691f0f3169c453936e9e1eba2f9a47f7a0018","fixed_count":12},"time_extracted":"2022-01-01T00:00:00+00:00"}
+{"type":"RECORD","stream":"mystream","record":{"email_hash":"426b189df1e2f359efe6ee90f2d2030f","email_hash_sha256":"add7232b65bb559f896cbcfa9a600170a7ca381a0366789dcf59ad986bdf4a98","fixed_count":18},"time_extracted":"2022-01-01T00:00:00+00:00"}
 {"type":"STATE","value":{"bookmarks":{"mystream":{}}}}

From 2d755013a37f5fc4d25a42f7f7ef25bfbf1864bd Mon Sep 17 00:00:00 2001
From: "pre-commit-ci[bot]"
 <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Date: Fri, 27 Dec 2024 12:10:43 -0600
Subject: [PATCH 11/23] chore: pre-commit autoupdate (#2817)
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: v0.8.3 → v0.8.4](https://github.com/astral-sh/ruff-pre-commit/compare/v0.8.3...v0.8.4)

* chore: 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 <16805946+edgarrmondragon@users.noreply.github.com>
Co-authored-by: Edgar Ramírez-Mondragón <edgarrm358@gmail.com>
---
 .pre-commit-config.yaml            | 2 +-
 tests/core/rest/test_pagination.py | 4 ++--
 tests/core/test_testing.py         | 2 +-
 3 files changed, 4 insertions(+), 4 deletions(-)

diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 46a1f60cc..909f68891 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -44,7 +44,7 @@ repos:
   - id: check-readthedocs
 
 - repo: https://github.com/astral-sh/ruff-pre-commit
-  rev: v0.8.3
+  rev: v0.8.4
   hooks:
   - id: ruff
     args: [--fix, --exit-non-zero-on-fix, --show-fixes]
diff --git a/tests/core/rest/test_pagination.py b/tests/core/rest/test_pagination.py
index 6ef34f139..7425e22ce 100644
--- a/tests/core/rest/test_pagination.py
+++ b/tests/core/rest/test_pagination.py
@@ -32,7 +32,7 @@ def test_paginator_base_missing_implementation():
 
     with pytest.raises(
         TypeError,
-        match="Can't instantiate abstract class .* '?get_next'?",
+        match=r"Can't instantiate abstract class .* '?get_next'?",
     ):
         BaseAPIPaginator(0)
 
@@ -57,7 +57,7 @@ def test_paginator_hateoas_missing_implementation():
 
     with pytest.raises(
         TypeError,
-        match="Can't instantiate abstract class .* '?get_next_url'?",
+        match=r"Can't instantiate abstract class .* '?get_next_url'?",
     ):
         BaseHATEOASPaginator()
 
diff --git a/tests/core/test_testing.py b/tests/core/test_testing.py
index 28f792ef3..9a63a172e 100644
--- a/tests/core/test_testing.py
+++ b/tests/core/test_testing.py
@@ -18,7 +18,7 @@ def test_module_deprecations():
 
     with pytest.raises(
         AttributeError,
-        match="module singer_sdk.testing has no attribute",
+        match="module singer_sdk\\.testing has no attribute",
     ):
         testing.foo  # noqa: B018
 

From b1676bfef0fa2db92b4f215788629bf5edc8c4c7 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 31 Dec 2024 11:32:00 -0600
Subject: [PATCH 12/23] chore(deps): bump the actions group with 2 updates
 (#2816)

Bumps the actions group with 2 updates: [astral-sh/setup-uv](https://github.com/astral-sh/setup-uv) and [commitizen-tools/commitizen-action](https://github.com/commitizen-tools/commitizen-action).


Updates `astral-sh/setup-uv` from 4 to 5
- [Release notes](https://github.com/astral-sh/setup-uv/releases)
- [Commits](https://github.com/astral-sh/setup-uv/compare/v4...v5)

Updates `commitizen-tools/commitizen-action` from 0.23.0 to 0.23.1
- [Release notes](https://github.com/commitizen-tools/commitizen-action/releases)
- [Changelog](https://github.com/commitizen-tools/commitizen-action/blob/master/CHANGELOG.md)
- [Commits](https://github.com/commitizen-tools/commitizen-action/compare/0.23.0...0.23.1)

---
updated-dependencies:
- dependency-name: astral-sh/setup-uv
  dependency-type: direct:production
  update-type: version-update:semver-major
  dependency-group: actions
- dependency-name: commitizen-tools/commitizen-action
  dependency-type: direct:production
  update-type: version-update:semver-patch
  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/cookiecutter-e2e.yml | 2 +-
 .github/workflows/version_bump.yml     | 2 +-
 2 files changed, 2 insertions(+), 2 deletions(-)

diff --git a/.github/workflows/cookiecutter-e2e.yml b/.github/workflows/cookiecutter-e2e.yml
index 90454b8dd..ebf054c61 100644
--- a/.github/workflows/cookiecutter-e2e.yml
+++ b/.github/workflows/cookiecutter-e2e.yml
@@ -48,7 +48,7 @@ jobs:
       with:
         python-version: 3.x
 
-    - uses: astral-sh/setup-uv@v4
+    - uses: astral-sh/setup-uv@v5
       with:
         version: ">=0.4.30"
 
diff --git a/.github/workflows/version_bump.yml b/.github/workflows/version_bump.yml
index 48a77f86f..c4f025393 100644
--- a/.github/workflows/version_bump.yml
+++ b/.github/workflows/version_bump.yml
@@ -51,7 +51,7 @@ jobs:
 
     - name: Bump version
       id: cz-bump
-      uses: commitizen-tools/commitizen-action@0.23.0
+      uses: commitizen-tools/commitizen-action@0.23.1
       with:
         increment: ${{ github.event.inputs.bump != 'auto' && github.event.inputs.bump || '' }}
         prerelease: ${{ github.event.inputs.prerelease != 'none' && github.event.inputs.prerelease || '' }}

From 3c29a96ffbe002f634595e28760e6fbe4639cbf6 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: Sun, 5 Jan 2025 12:43:02 -0600
Subject: [PATCH 13/23] packaging: Require urllib3 < 2 on Python < 3.10 (#2821)

---
 poetry.lock    | 570 ++++++++++++++++++++++++-------------------------
 pyproject.toml |   4 +
 2 files changed, 285 insertions(+), 289 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 343b72290..5b1504178 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -2,24 +2,24 @@
 
 [[package]]
 name = "aiobotocore"
-version = "2.16.0"
+version = "2.16.1"
 description = "Async client for aws services using botocore and aiohttp"
 optional = true
 python-versions = ">=3.8"
 files = [
-    {file = "aiobotocore-2.16.0-py3-none-any.whl", hash = "sha256:eb3641a7b9c51113adbc33a029441de6201ebb026c64ff2e149c7fa802c9abfc"},
-    {file = "aiobotocore-2.16.0.tar.gz", hash = "sha256:6d6721961a81570e9b920b98778d95eec3d52a9f83b7844c6c5cfdbf2a2d6a11"},
+    {file = "aiobotocore-2.16.1-py3-none-any.whl", hash = "sha256:e7cf6295471224c82a111deaf31c2c3a4bcd6dbd6973e75c7fc4739fcccd5b0b"},
+    {file = "aiobotocore-2.16.1.tar.gz", hash = "sha256:0f94904c6a1d14d5aac0502fcc1d721b95ee60d46d8a0e546f6203de0410d522"},
 ]
 
 [package.dependencies]
 aiohttp = ">=3.9.2,<4.0.0"
 aioitertools = ">=0.5.1,<1.0.0"
-botocore = ">=1.35.74,<1.35.82"
+botocore = ">=1.35.74,<1.35.89"
 wrapt = ">=1.10.10,<2.0.0"
 
 [package.extras]
-awscli = ["awscli (>=1.36.15,<1.36.23)"]
-boto3 = ["boto3 (>=1.35.74,<1.35.82)"]
+awscli = ["awscli (>=1.36.15,<1.36.30)"]
+boto3 = ["boto3 (>=1.35.74,<1.35.89)"]
 
 [[package]]
 name = "aiohappyeyeballs"
@@ -241,58 +241,58 @@ files = [
 
 [[package]]
 name = "backports-datetime-fromisoformat"
-version = "2.0.2"
+version = "2.0.3"
 description = "Backport of Python 3.11's datetime.fromisoformat"
 optional = false
 python-versions = ">3"
 files = [
-    {file = "backports_datetime_fromisoformat-2.0.2-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:09e70210726a70f3dd02ab9725bf2fcf469bda6d7554ea955588202e43e45b7d"},
-    {file = "backports_datetime_fromisoformat-2.0.2-cp310-cp310-macosx_11_0_universal2.whl", hash = "sha256:ec971f93353e0ee957b3bbb037d58371331eedb9bee1b6676a866f8be97289a4"},
-    {file = "backports_datetime_fromisoformat-2.0.2-cp310-cp310-macosx_11_0_x86_64.whl", hash = "sha256:191b0d327838eb21818e94a66b89118c086ada8f77ac9e6161980ef486fe0cbb"},
-    {file = "backports_datetime_fromisoformat-2.0.2-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:00441807d47dec7b89acafaa6570f561c43f5c7b7934d86f101b783a365a0f0c"},
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 [[package]]
@@ -356,17 +356,17 @@ lxml = ["lxml"]
 
 [[package]]
 name = "boto3"
-version = "1.35.81"
+version = "1.35.88"
 description = "The AWS SDK for Python"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
-botocore = ">=1.35.81,<1.36.0"
+botocore = ">=1.35.88,<1.36.0"
 jmespath = ">=0.7.1,<2.0.0"
 s3transfer = ">=0.10.0,<0.11.0"
 
@@ -375,13 +375,13 @@ crt = ["botocore[crt] (>=1.21.0,<2.0a0)"]
 
 [[package]]
 name = "botocore"
-version = "1.35.81"
+version = "1.35.88"
 description = "Low-level, data-driven core of boto 3."
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -513,116 +513,103 @@ pycparser = "*"
 
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-version = "3.4.0"
+version = "3.4.1"
 description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
 optional = false
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+python-versions = ">=3.7"
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 [package.dependencies]
@@ -906,13 +893,13 @@ test = ["pytest (>=6)"]
 
 [[package]]
 name = "faker"
-version = "33.1.0"
+version = "33.3.0"
 description = "Faker is a Python package that generates fake data for you."
 optional = true
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -1261,13 +1248,13 @@ type = ["pytest-mypy"]
 
 [[package]]
 name = "importlib-resources"
-version = "6.4.5"
+version = "6.5.2"
 description = "Read resources from Python packages"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 files = [
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 ]
 
 [package.dependencies]
@@ -1518,13 +1505,13 @@ files = [
 
 [[package]]
 name = "moto"
-version = "5.0.24"
-description = ""
+version = "5.0.25"
+description = "A library that allows you to easily mock out tests based on AWS infrastructure"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -1539,25 +1526,24 @@ werkzeug = ">=0.5,<2.2.0 || >2.2.0,<2.2.1 || >2.2.1"
 xmltodict = "*"
 
 [package.extras]
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 apigateway = ["PyYAML (>=5.1)", "joserfc (>=0.9.0)", "openapi-spec-validator (>=0.5.0)"]
 apigatewayv2 = ["PyYAML (>=5.1)", "openapi-spec-validator (>=0.5.0)"]
 appsync = ["graphql-core"]
 awslambda = ["docker (>=3.0.0)"]
 batch = ["docker (>=3.0.0)"]
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+cloudformation = ["PyYAML (>=5.1)", "aws-xray-sdk (>=0.93,!=0.96)", "cfn-lint (>=0.40.0)", "docker (>=3.0.0)", "graphql-core", "joserfc (>=0.9.0)", "openapi-spec-validator (>=0.5.0)", "py-partiql-parser (==0.6.1)", "pyparsing (>=3.0.7)", "setuptools"]
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 [package.dependencies]
@@ -3283,13 +3275,13 @@ files = [
 
 [[package]]
 name = "types-pyyaml"
-version = "6.0.12.20241221"
+version = "6.0.12.20241230"
 description = "Typing stubs for PyYAML"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [[package]]
@@ -3656,4 +3648,4 @@ testing = ["pytest"]
 [metadata]
 lock-version = "2.0"
 python-versions = ">=3.9"
-content-hash = "3e5dc4b61042912409c6e4866ea70b7fe12581eea4bf73468f1e6d494332d5f8"
+content-hash = "5980afaf60427d3c9d4ab286a2bf890950b325d218d4485a801aaa8de1d7782f"
diff --git a/pyproject.toml b/pyproject.toml
index f934bf396..d7a5e6795 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -62,6 +62,10 @@ simpleeval = ">=0.9.13,!=1.0.1"
 simplejson = ">=3.17.6"
 sqlalchemy = ">=1.4,<3.0"
 typing-extensions = ">=4.5.0"
+urllib3 = [
+    { version = "<2", python = "<3.10" },
+    { version = "*", python = ">=3.10" },
+]
 
 # Sphinx dependencies installed as optional 'docs' extras
 # https://github.com/readthedocs/readthedocs.org/issues/4912#issuecomment-664002569

From 53b5bd7b2b39c32a2787df9956e34576ab65801a Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 6 Jan 2025 06:40:30 -0600
Subject: [PATCH 14/23] chore(deps): bump poetry from 1.8.5 to 2.0.0 in
 /.github/workflows in the ci group (#2823)

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

Bumps the ci group in /.github/workflows with 1 update: [poetry](https://github.com/python-poetry/poetry).


Updates `poetry` from 1.8.5 to 2.0.0
- [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/1.8.5...2.0.0)

---
updated-dependencies:
- dependency-name: poetry
  dependency-type: direct:production
  update-type: version-update:semver-major
  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 0985ce1ab..7d9e81ba1 100644
--- a/.github/workflows/constraints.txt
+++ b/.github/workflows/constraints.txt
@@ -1,5 +1,5 @@
 griffe~=1.5
 pip==24.3.1
-poetry==1.8.5
+poetry==2.0.0
 pre-commit==4.0.1
 nox==2024.10.9

From b605dc2bcec0ffc625604bb2d047d52b06ccc799 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, 6 Jan 2025 09:04:53 -0600
Subject: [PATCH 15/23] packaging: Make paramiko and transitive SSH
 dependencies optional (#2822)

---
 poetry.lock    | 8 ++++----
 pyproject.toml | 2 +-
 2 files changed, 5 insertions(+), 5 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 5b1504178..5ca4dabcf 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -299,7 +299,7 @@ files = [
 name = "bcrypt"
 version = "4.2.1"
 description = "Modern password hashing for your software and your servers"
-optional = false
+optional = true
 python-versions = ">=3.7"
 files = [
     {file = "bcrypt-4.2.1-cp37-abi3-macosx_10_12_universal2.whl", hash = "sha256:1340411a0894b7d3ef562fb233e4b6ed58add185228650942bdc885362f32c17"},
@@ -1881,7 +1881,7 @@ files = [
 name = "paramiko"
 version = "3.5.0"
 description = "SSH2 protocol library"
-optional = false
+optional = true
 python-versions = ">=3.6"
 files = [
     {file = "paramiko-3.5.0-py3-none-any.whl", hash = "sha256:1fedf06b085359051cd7d0d270cebe19e755a8a921cc2ddbfa647fb0cd7d68f9"},
@@ -2142,7 +2142,7 @@ tests = ["coverage[toml] (==5.0.4)", "pytest (>=6.0.0,<7.0.0)"]
 name = "pynacl"
 version = "1.5.0"
 description = "Python binding to the Networking and Cryptography (NaCl) library"
-optional = false
+optional = true
 python-versions = ">=3.6"
 files = [
     {file = "PyNaCl-1.5.0-cp36-abi3-macosx_10_10_universal2.whl", hash = "sha256:401002a4aaa07c9414132aaed7f6836ff98f59277a234704ff66878c2ee4a0d1"},
@@ -3648,4 +3648,4 @@ testing = ["pytest"]
 [metadata]
 lock-version = "2.0"
 python-versions = ">=3.9"
-content-hash = "5980afaf60427d3c9d4ab286a2bf890950b325d218d4485a801aaa8de1d7782f"
+content-hash = "e232734d4ae14a05f1938a021e2c90904efcdef03b42977389432a75c0dbe9a1"
diff --git a/pyproject.toml b/pyproject.toml
index d7a5e6795..cc3157374 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -103,7 +103,7 @@ cryptography = { version = ">=3.4.6", optional = true }
 PyJWT = { version = "~=2.4", optional = true }
 
 # SSH extras
-paramiko = ">=3.3.0"
+paramiko = { version = ">=3.3.0", optional = true }
 
 [tool.poetry.extras]
 jwt = [

From 67d1abd3ee2d1b81eb21d2960f30292ba95ee854 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, 10 Jan 2025 11:36:08 -0600
Subject: [PATCH 16/23] packaging: Use Poetry support for PEP 621 (#2407)

* chore: Use Poetry support for PEP 621

* Migrate runtime dependencies
---
 .pre-commit-config.yaml |   2 +-
 noxfile.py              |   2 +-
 poetry.lock             | 209 +++++++++++++++++++++++++++++++++++++++-
 pyproject.toml          | 196 ++++++++++++++++++-------------------
 4 files changed, 300 insertions(+), 109 deletions(-)

diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 909f68891..91ac9dec5 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -59,6 +59,6 @@ repos:
       )$
 
 - repo: https://github.com/python-poetry/poetry
-  rev: 1.8.0
+  rev: 2.0.0
   hooks:
   - id: poetry-check
diff --git a/noxfile.py b/noxfile.py
index 8e5d667fe..d761df1bc 100644
--- a/noxfile.py
+++ b/noxfile.py
@@ -105,7 +105,7 @@ def benches(session: nox.Session) -> None:
 @nox.session(name="deps", python=main_python_version)
 def dependencies(session: nox.Session) -> None:
     """Check issues with dependencies."""
-    session.install(".[s3,testing]")
+    session.install(".[docs,faker,jwt,parquet,s3,ssh,testing]")
     session.install("deptry")
     session.run("deptry", "singer_sdk", *session.posargs)
 
diff --git a/poetry.lock b/poetry.lock
index 5ca4dabcf..25115a0a0 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,4 +1,4 @@
-# This file is automatically @generated by Poetry 1.8.5 and should not be changed by hand.
+# This file is automatically @generated by Poetry 2.0.0 and should not be changed by hand.
 
 [[package]]
 name = "aiobotocore"
@@ -6,6 +6,8 @@ version = "2.16.1"
 description = "Async client for aws services using botocore and aiohttp"
 optional = true
 python-versions = ">=3.8"
+groups = ["main"]
+markers = "extra == \"s3\""
 files = [
     {file = "aiobotocore-2.16.1-py3-none-any.whl", hash = "sha256:e7cf6295471224c82a111deaf31c2c3a4bcd6dbd6973e75c7fc4739fcccd5b0b"},
     {file = "aiobotocore-2.16.1.tar.gz", hash = "sha256:0f94904c6a1d14d5aac0502fcc1d721b95ee60d46d8a0e546f6203de0410d522"},
@@ -27,6 +29,8 @@ version = "2.4.4"
 description = "Happy Eyeballs for asyncio"
 optional = true
 python-versions = ">=3.8"
+groups = ["main"]
+markers = "extra == \"s3\""
 files = [
     {file = "aiohappyeyeballs-2.4.4-py3-none-any.whl", hash = "sha256:a980909d50efcd44795c4afeca523296716d50cd756ddca6af8c65b996e27de8"},
     {file = "aiohappyeyeballs-2.4.4.tar.gz", hash = "sha256:5fdd7d87889c63183afc18ce9271f9b0a7d32c2303e394468dd45d514a757745"},
@@ -38,6 +42,8 @@ version = "3.11.11"
 description = "Async http client/server framework (asyncio)"
 optional = true
 python-versions = ">=3.9"
+groups = ["main"]
+markers = "extra == \"s3\""
 files = [
     {file = "aiohttp-3.11.11-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:a60804bff28662cbcf340a4d61598891f12eea3a66af48ecfdc975ceec21e3c8"},
     {file = "aiohttp-3.11.11-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:4b4fa1cb5f270fb3eab079536b764ad740bb749ce69a94d4ec30ceee1b5940d5"},
@@ -136,6 +142,8 @@ version = "0.12.0"
 description = "itertools and builtins for AsyncIO and mixed iterables"
 optional = true
 python-versions = ">=3.8"
+groups = ["main"]
+markers = "extra == \"s3\""
 files = [
     {file = "aioitertools-0.12.0-py3-none-any.whl", hash = "sha256:fc1f5fac3d737354de8831cbba3eb04f79dd649d8f3afb4c5b114925e662a796"},
     {file = "aioitertools-0.12.0.tar.gz", hash = "sha256:c2a9055b4fbb7705f561b9d86053e8af5d10cc845d22c32008c43490b2d8dd6b"},
@@ -154,6 +162,8 @@ version = "1.3.2"
 description = "aiosignal: a list of registered asynchronous callbacks"
 optional = true
 python-versions = ">=3.9"
+groups = ["main"]
+markers = "extra == \"s3\""
 files = [
     {file = "aiosignal-1.3.2-py2.py3-none-any.whl", hash = "sha256:45cde58e409a301715980c2b01d0c28bdde3770d8290b5eb2173759d9acb31a5"},
     {file = "aiosignal-1.3.2.tar.gz", hash = "sha256:a8c255c66fafb1e499c9351d0bf32ff2d8a0321595ebac3b93713656d2436f54"},
@@ -168,6 +178,8 @@ version = "0.7.16"
 description = "A light, configurable Sphinx theme"
 optional = true
 python-versions = ">=3.9"
+groups = ["main"]
+markers = "extra == \"docs\""
 files = [
     {file = "alabaster-0.7.16-py3-none-any.whl", hash = "sha256:b46733c07dce03ae4e150330b975c75737fa60f0a7c591b6c8bf4928a28e2c92"},
     {file = "alabaster-0.7.16.tar.gz", hash = "sha256:75a8b99c28a5dad50dd7f8ccdd447a121ddb3892da9e53d1ca5cca3106d58d65"},
@@ -179,6 +191,7 @@ version = "1.4.4"
 description = "A small Python module for determining appropriate platform-specific dirs, e.g. a \"user data dir\"."
 optional = false
 python-versions = "*"
+groups = ["main"]
 files = [
     {file = "appdirs-1.4.4-py2.py3-none-any.whl", hash = "sha256:a841dacd6b99318a741b166adb07e19ee71a274450e68237b4650ca1055ab128"},
     {file = "appdirs-1.4.4.tar.gz", hash = "sha256:7d5d0167b2b1ba821647616af46a749d1c653740dd0d2415100fe26e27afdf41"},
@@ -190,6 +203,8 @@ version = "5.0.1"
 description = "Timeout context manager for asyncio programs"
 optional = true
 python-versions = ">=3.8"
+groups = ["main"]
+markers = "extra == \"s3\" and python_version < \"3.11\""
 files = [
     {file = "async_timeout-5.0.1-py3-none-any.whl", hash = "sha256:39e3809566ff85354557ec2398b55e096c8364bacac9405a7a1fa429e77fe76c"},
     {file = "async_timeout-5.0.1.tar.gz", hash = "sha256:d9321a7a3d5a6a5e187e824d2fa0793ce379a202935782d555d6e9d2735677d3"},
@@ -201,6 +216,7 @@ version = "24.3.0"
 description = "Classes Without Boilerplate"
 optional = false
 python-versions = ">=3.8"
+groups = ["main", "dev", "typing"]
 files = [
     {file = "attrs-24.3.0-py3-none-any.whl", hash = "sha256:ac96cd038792094f438ad1f6ff80837353805ac950cd2aa0e0625ef19850c308"},
     {file = "attrs-24.3.0.tar.gz", hash = "sha256:8f5c07333d543103541ba7be0e2ce16eeee8130cb0b3f9238ab904ce1e85baff"},
@@ -220,6 +236,8 @@ version = "2.16.0"
 description = "Internationalization utilities"
 optional = true
 python-versions = ">=3.8"
+groups = ["main"]
+markers = "extra == \"docs\""
 files = [
     {file = "babel-2.16.0-py3-none-any.whl", hash = "sha256:368b5b98b37c06b7daf6696391c3240c938b37767d4584413e8438c5c435fa8b"},
     {file = "babel-2.16.0.tar.gz", hash = "sha256:d1f3554ca26605fe173f3de0c65f750f5a42f924499bf134de6423582298e316"},
@@ -234,6 +252,8 @@ version = "2.2.1"
 description = "Function decoration for backoff and retry"
 optional = false
 python-versions = ">=3.7,<4.0"
+groups = ["main"]
+markers = "python_version < \"4\""
 files = [
     {file = "backoff-2.2.1-py3-none-any.whl", hash = "sha256:63579f9a0628e06278f7e47b7d7d5b6ce20dc65c5e96a6f3ca99a6adca0396e8"},
     {file = "backoff-2.2.1.tar.gz", hash = "sha256:03f829f5bb1923180821643f8753b0502c3b682293992485b0eef2807afa5cba"},
@@ -245,6 +265,8 @@ version = "2.0.3"
 description = "Backport of Python 3.11's datetime.fromisoformat"
 optional = false
 python-versions = ">3"
+groups = ["main"]
+markers = "python_version < \"3.11\""
 files = [
     {file = "backports_datetime_fromisoformat-2.0.3-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:5f681f638f10588fa3c101ee9ae2b63d3734713202ddfcfb6ec6cea0778a29d4"},
     {file = "backports_datetime_fromisoformat-2.0.3-cp310-cp310-macosx_11_0_universal2.whl", hash = "sha256:cd681460e9142f1249408e5aee6d178c6d89b49e06d44913c8fdfb6defda8d1c"},
@@ -301,6 +323,8 @@ version = "4.2.1"
 description = "Modern password hashing for your software and your servers"
 optional = true
 python-versions = ">=3.7"
+groups = ["main"]
+markers = "extra == \"ssh\""
 files = [
     {file = "bcrypt-4.2.1-cp37-abi3-macosx_10_12_universal2.whl", hash = "sha256:1340411a0894b7d3ef562fb233e4b6ed58add185228650942bdc885362f32c17"},
     {file = "bcrypt-4.2.1-cp37-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:b1ee315739bc8387aa36ff127afc99120ee452924e0df517a8f3e4c0187a0f5f"},
@@ -339,6 +363,8 @@ version = "4.12.3"
 description = "Screen-scraping library"
 optional = true
 python-versions = ">=3.6.0"
+groups = ["main"]
+markers = "extra == \"docs\""
 files = [
     {file = "beautifulsoup4-4.12.3-py3-none-any.whl", hash = "sha256:b80878c9f40111313e55da8ba20bdba06d8fa3969fc68304167741bbf9e082ed"},
     {file = "beautifulsoup4-4.12.3.tar.gz", hash = "sha256:74e3d1928edc070d21748185c46e3fb33490f22f52a3addee9aee0f4f7781051"},
@@ -360,10 +386,12 @@ version = "1.35.88"
 description = "The AWS SDK for Python"
 optional = false
 python-versions = ">=3.8"
+groups = ["main", "dev"]
 files = [
     {file = "boto3-1.35.88-py3-none-any.whl", hash = "sha256:7bc9b27ad87607256470c70a86c8b8c319ddd6ecae89cc191687cbf8ccb7b6a6"},
     {file = "boto3-1.35.88.tar.gz", hash = "sha256:43c6a7a70bb226770a82a601870136e3bb3bf2808f4576ab5b9d7d140dbf1323"},
 ]
+markers = {main = "extra == \"s3\""}
 
 [package.dependencies]
 botocore = ">=1.35.88,<1.36.0"
@@ -379,10 +407,12 @@ version = "1.35.88"
 description = "Low-level, data-driven core of boto 3."
 optional = false
 python-versions = ">=3.8"
+groups = ["main", "dev"]
 files = [
     {file = "botocore-1.35.88-py3-none-any.whl", hash = "sha256:e60cc3fbe8d7a10f70e7e852d76be2b29f23ead418a5899d366ea32b1eacb5a5"},
     {file = "botocore-1.35.88.tar.gz", hash = "sha256:58dcd9a464c354b8c6c25261d8de830d175d9739eae568bf0c52e57116fb03c6"},
 ]
+markers = {main = "extra == \"s3\""}
 
 [package.dependencies]
 jmespath = ">=0.7.1,<2.0.0"
@@ -401,6 +431,7 @@ version = "24.1.2"
 description = "Composable complex class support for attrs and dataclasses."
 optional = false
 python-versions = ">=3.8"
+groups = ["dev"]
 files = [
     {file = "cattrs-24.1.2-py3-none-any.whl", hash = "sha256:67c7495b760168d931a10233f979b28dc04daf853b30752246f4f8471c6d68d0"},
     {file = "cattrs-24.1.2.tar.gz", hash = "sha256:8028cfe1ff5382df59dd36474a86e02d817b06eaf8af84555441bac915d2ef85"},
@@ -427,6 +458,7 @@ version = "2024.12.14"
 description = "Python package for providing Mozilla's CA Bundle."
 optional = false
 python-versions = ">=3.6"
+groups = ["main", "dev"]
 files = [
     {file = "certifi-2024.12.14-py3-none-any.whl", hash = "sha256:1275f7a45be9464efc1173084eaa30f866fe2e47d389406136d332ed4967ec56"},
     {file = "certifi-2024.12.14.tar.gz", hash = "sha256:b650d30f370c2b724812bee08008be0c4163b163ddaec3f2546c1caf65f191db"},
@@ -438,6 +470,7 @@ version = "1.17.1"
 description = "Foreign Function Interface for Python calling C code."
 optional = false
 python-versions = ">=3.8"
+groups = ["main", "benchmark", "dev"]
 files = [
     {file = "cffi-1.17.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:df8b1c11f177bc2313ec4b2d46baec87a5f3e71fc8b45dab2ee7cae86d9aba14"},
     {file = "cffi-1.17.1-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:8f2cdc858323644ab277e9bb925ad72ae0e67f69e804f4898c070998d50b1a67"},
@@ -507,6 +540,7 @@ files = [
     {file = "cffi-1.17.1-cp39-cp39-win_amd64.whl", hash = "sha256:d016c76bdd850f3c626af19b0542c9677ba156e4ee4fccfdd7848803533ef662"},
     {file = "cffi-1.17.1.tar.gz", hash = "sha256:1c39c6016c32bc48dd54561950ebd6836e1670f2ae46128f67cf49e789c52824"},
 ]
+markers = {main = "extra == \"ssh\" or extra == \"jwt\" and platform_python_implementation != \"PyPy\"", dev = "platform_python_implementation != \"PyPy\""}
 
 [package.dependencies]
 pycparser = "*"
@@ -517,6 +551,7 @@ version = "3.4.1"
 description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
 optional = false
 python-versions = ">=3.7"
+groups = ["main", "dev"]
 files = [
     {file = "charset_normalizer-3.4.1-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:91b36a978b5ae0ee86c394f5a54d6ef44db1de0815eb43de826d41d21e4af3de"},
     {file = "charset_normalizer-3.4.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:7461baadb4dc00fd9e0acbe254e3d7d2112e7f92ced2adc96e54ef6501c5f176"},
@@ -618,6 +653,7 @@ version = "8.1.8"
 description = "Composable command line interface toolkit"
 optional = false
 python-versions = ">=3.7"
+groups = ["main", "dev"]
 files = [
     {file = "click-8.1.8-py3-none-any.whl", hash = "sha256:63c132bbbed01578a06712a2d1f497bb62d9c1c0d329b7903a866228027263b2"},
     {file = "click-8.1.8.tar.gz", hash = "sha256:ed53c9d8990d83c2a27deae68e4ee337473f6330c040a31d4225c9574d16096a"},
@@ -632,10 +668,12 @@ version = "0.4.6"
 description = "Cross-platform colored terminal text."
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7"
+groups = ["main", "benchmark", "dev"]
 files = [
     {file = "colorama-0.4.6-py2.py3-none-any.whl", hash = "sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6"},
     {file = "colorama-0.4.6.tar.gz", hash = "sha256:08695f5cb7ed6e0531a20572697297273c47b8cae5a63ffc6d6ed5c201be6e44"},
 ]
+markers = {main = "extra == \"docs\" and sys_platform == \"win32\" or platform_system == \"Windows\" or extra == \"testing\" and sys_platform == \"win32\"", benchmark = "sys_platform == \"win32\"", dev = "platform_system == \"Windows\" or sys_platform == \"win32\""}
 
 [[package]]
 name = "coverage"
@@ -643,6 +681,7 @@ version = "7.6.10"
 description = "Code coverage measurement for Python"
 optional = false
 python-versions = ">=3.9"
+groups = ["dev"]
 files = [
     {file = "coverage-7.6.10-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:5c912978f7fbf47ef99cec50c4401340436d200d41d714c7a4766f377c5b7b78"},
     {file = "coverage-7.6.10-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:a01ec4af7dfeb96ff0078ad9a48810bb0cc8abcb0115180c6013a6b26237626c"},
@@ -720,6 +759,7 @@ version = "43.0.3"
 description = "cryptography is a package which provides cryptographic recipes and primitives to Python developers."
 optional = false
 python-versions = ">=3.7"
+groups = ["main", "dev"]
 files = [
     {file = "cryptography-43.0.3-cp37-abi3-macosx_10_9_universal2.whl", hash = "sha256:bf7a1932ac4176486eab36a19ed4c0492da5d97123f1406cf15e41b05e787d2e"},
     {file = "cryptography-43.0.3-cp37-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:63efa177ff54aec6e1c0aefaa1a241232dcd37413835a9b674b6e3f0ae2bfd3e"},
@@ -749,6 +789,7 @@ files = [
     {file = "cryptography-43.0.3-pp39-pypy39_pp73-win_amd64.whl", hash = "sha256:2ce6fae5bdad59577b44e4dfed356944fbf1d925269114c28be377692643b4ff"},
     {file = "cryptography-43.0.3.tar.gz", hash = "sha256:315b9001266a492a6ff443b61238f956b214dbec9910a081ba5b6646a055a805"},
 ]
+markers = {main = "extra == \"jwt\" or extra == \"ssh\""}
 
 [package.dependencies]
 cffi = {version = ">=1.12", markers = "platform_python_implementation != \"PyPy\""}
@@ -769,6 +810,7 @@ version = "0.20.0"
 description = "A command line utility to check for unused, missing and transitive dependencies in a Python project."
 optional = false
 python-versions = ">=3.8"
+groups = ["dev"]
 files = [
     {file = "deptry-0.20.0-cp38-abi3-macosx_10_12_x86_64.whl", hash = "sha256:41434d95124851b83cb05524d1a09ad6fea62006beafed2ef90a6b501c1b237f"},
     {file = "deptry-0.20.0-cp38-abi3-macosx_11_0_arm64.whl", hash = "sha256:b3b4b22d1406147de5d606a24042126cd74d52fdfdb0232b9c5fd0270d601610"},
@@ -795,6 +837,8 @@ version = "0.21.2"
 description = "Docutils -- Python Documentation Utilities"
 optional = true
 python-versions = ">=3.9"
+groups = ["main"]
+markers = "extra == \"docs\""
 files = [
     {file = "docutils-0.21.2-py3-none-any.whl", hash = "sha256:dafca5b9e384f0e419294eb4d2ff9fa826435bf15f15b7bd45723e8ad76811b2"},
     {file = "docutils-0.21.2.tar.gz", hash = "sha256:3a6b18732edf182daa3cd12775bbb338cf5691468f91eeeb109deff6ebfa986f"},
@@ -806,6 +850,7 @@ version = "1.1.3"
 description = "DuckDB in-process database"
 optional = false
 python-versions = ">=3.7.0"
+groups = ["dev"]
 files = [
     {file = "duckdb-1.1.3-cp310-cp310-macosx_12_0_arm64.whl", hash = "sha256:1c0226dc43e2ee4cc3a5a4672fddb2d76fd2cf2694443f395c02dd1bea0b7fce"},
     {file = "duckdb-1.1.3-cp310-cp310-macosx_12_0_universal2.whl", hash = "sha256:7c71169fa804c0b65e49afe423ddc2dc83e198640e3b041028da8110f7cd16f7"},
@@ -867,6 +912,8 @@ version = "0.14.0"
 description = "SQLAlchemy driver for duckdb"
 optional = false
 python-versions = "<4,>=3.8"
+groups = ["dev"]
+markers = "python_version < \"4\""
 files = [
     {file = "duckdb_engine-0.14.0-py3-none-any.whl", hash = "sha256:583b52cbcd5071119a3171e50d81797ff8096eb5a4313ec636b6a173e547dc53"},
     {file = "duckdb_engine-0.14.0.tar.gz", hash = "sha256:7fc49646274fa195e15f02b62270a694b04c810004e10c5a805f9c2076f0c933"},
@@ -883,10 +930,12 @@ version = "1.2.2"
 description = "Backport of PEP 654 (exception groups)"
 optional = false
 python-versions = ">=3.7"
+groups = ["main", "benchmark", "dev"]
 files = [
     {file = "exceptiongroup-1.2.2-py3-none-any.whl", hash = "sha256:3111b9d131c238bec2f8f516e123e14ba243563fb135d3fe885990585aa7795b"},
     {file = "exceptiongroup-1.2.2.tar.gz", hash = "sha256:47c2edf7c6738fafb49fd34290706d1a1a2f4d1c6df275526b62cbb4aa5393cc"},
 ]
+markers = {main = "(extra == \"docs\" or extra == \"testing\") and python_version < \"3.11\"", benchmark = "python_version < \"3.11\"", dev = "python_version < \"3.11\""}
 
 [package.extras]
 test = ["pytest (>=6)"]
@@ -897,6 +946,8 @@ version = "33.3.0"
 description = "Faker is a Python package that generates fake data for you."
 optional = true
 python-versions = ">=3.8"
+groups = ["main"]
+markers = "extra == \"faker\""
 files = [
     {file = "Faker-33.3.0-py3-none-any.whl", hash = "sha256:ae074d9c7ef65817a93b448141a5531a16b2ea2e563dc5774578197c7c84060c"},
     {file = "faker-33.3.0.tar.gz", hash = "sha256:2abb551a05b75d268780b6095100a48afc43c53e97422002efbfc1272ebf5f26"},
@@ -912,6 +963,7 @@ version = "2.21.1"
 description = "Fastest Python implementation of JSON schema"
 optional = false
 python-versions = "*"
+groups = ["dev"]
 files = [
     {file = "fastjsonschema-2.21.1-py3-none-any.whl", hash = "sha256:c9e5b7e908310918cf494a434eeb31384dd84a98b57a30bcb1f535015b554667"},
     {file = "fastjsonschema-2.21.1.tar.gz", hash = "sha256:794d4f0a58f848961ba16af7b9c85a3e88cd360df008c59aac6fc5ae9323b5d4"},
@@ -926,6 +978,8 @@ version = "1.5.0"
 description = "A list-like structure which implements collections.abc.MutableSequence"
 optional = true
 python-versions = ">=3.8"
+groups = ["main"]
+markers = "extra == \"s3\""
 files = [
     {file = "frozenlist-1.5.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:5b6a66c18b5b9dd261ca98dffcb826a525334b2f29e7caa54e182255c5f6a65a"},
     {file = "frozenlist-1.5.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:d1b3eb7b05ea246510b43a7e53ed1653e55c2121019a97e60cad7efb881a97bb"},
@@ -1027,6 +1081,7 @@ version = "2.4.16"
 description = "Python's filesystem abstraction layer"
 optional = false
 python-versions = "*"
+groups = ["main"]
 files = [
     {file = "fs-2.4.16-py2.py3-none-any.whl", hash = "sha256:660064febbccda264ae0b6bace80a8d1be9e089e0a5eb2427b7d517f9a91545c"},
     {file = "fs-2.4.16.tar.gz", hash = "sha256:ae97c7d51213f4b70b6a958292530289090de3a7e15841e108fbe144f069d313"},
@@ -1046,6 +1101,8 @@ version = "1.1.1"
 description = "Amazon S3 filesystem for PyFilesystem2"
 optional = true
 python-versions = "*"
+groups = ["main"]
+markers = "extra == \"s3\""
 files = [
     {file = "fs-s3fs-1.1.1.tar.gz", hash = "sha256:b57f8c7664460ff7b451b4b44ca2ea9623a374d74e1284c2d5e6df499dc7976c"},
     {file = "fs_s3fs-1.1.1-py2.py3-none-any.whl", hash = "sha256:9ba160eaa93390cc5992a857675666cb2fbb3721b872474dfdc659a715c39280"},
@@ -1062,6 +1119,7 @@ version = "2024.12.0"
 description = "File-system specification"
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "fsspec-2024.12.0-py3-none-any.whl", hash = "sha256:b520aed47ad9804237ff878b504267a3b0b441e97508bd6d2d8774e3db85cee2"},
     {file = "fsspec-2024.12.0.tar.gz", hash = "sha256:670700c977ed2fb51e0d9f9253177ed20cbde4a3e5c0283cc5385b5870c8533f"},
@@ -1101,6 +1159,8 @@ version = "2024.8.6"
 description = "A clean customisable Sphinx documentation theme."
 optional = true
 python-versions = ">=3.8"
+groups = ["main"]
+markers = "extra == \"docs\""
 files = [
     {file = "furo-2024.8.6-py3-none-any.whl", hash = "sha256:6cd97c58b47813d3619e63e9081169880fbe331f0ca883c871ff1f3f11814f5c"},
     {file = "furo-2024.8.6.tar.gz", hash = "sha256:b63e4cee8abfc3136d3bc03a3d45a76a850bada4d6374d24c1716b0e01394a01"},
@@ -1118,6 +1178,8 @@ version = "3.1.1"
 description = "Lightweight in-process concurrent programming"
 optional = false
 python-versions = ">=3.7"
+groups = ["main", "dev"]
+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\")"
 files = [
     {file = "greenlet-3.1.1-cp310-cp310-macosx_11_0_universal2.whl", hash = "sha256:0bbae94a29c9e5c7e4a2b7f0aae5c17e8e90acbfd3bf6270eeba60c39fce3563"},
     {file = "greenlet-3.1.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:0fde093fb93f35ca72a556cf72c92ea3ebfda3d79fc35bb19fbe685853869a83"},
@@ -1204,6 +1266,7 @@ version = "3.10"
 description = "Internationalized Domain Names in Applications (IDNA)"
 optional = false
 python-versions = ">=3.6"
+groups = ["main", "dev"]
 files = [
     {file = "idna-3.10-py3-none-any.whl", hash = "sha256:946d195a0d259cbba61165e88e65941f16e9b36ea6ddb97f00452bae8b1287d3"},
     {file = "idna-3.10.tar.gz", hash = "sha256:12f65c9b470abda6dc35cf8e63cc574b1c52b11df2c86030af0ac09b01b13ea9"},
@@ -1218,6 +1281,8 @@ version = "1.4.1"
 description = "Getting image size from png/jpeg/jpeg2000/gif file"
 optional = true
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+groups = ["main"]
+markers = "extra == \"docs\""
 files = [
     {file = "imagesize-1.4.1-py2.py3-none-any.whl", hash = "sha256:0d8d18d08f840c19d0ee7ca1fd82490fdc3729b7ac93f49870406ddde8ef8d8b"},
     {file = "imagesize-1.4.1.tar.gz", hash = "sha256:69150444affb9cb0d5cc5a92b3676f0b2fb7cd9ae39e947a5e11a36b4497cd4a"},
@@ -1229,6 +1294,8 @@ version = "8.5.0"
 description = "Read metadata from Python packages"
 optional = false
 python-versions = ">=3.8"
+groups = ["main", "benchmark"]
+markers = "python_version < \"3.12\""
 files = [
     {file = "importlib_metadata-8.5.0-py3-none-any.whl", hash = "sha256:45e54197d28b7a7f1559e60b95e7c567032b602131fbd588f1497f47880aa68b"},
     {file = "importlib_metadata-8.5.0.tar.gz", hash = "sha256:71522656f0abace1d072b9e5481a48f07c138e00f079c38c8f883823f9c26bd7"},
@@ -1252,6 +1319,8 @@ version = "6.5.2"
 description = "Read resources from Python packages"
 optional = false
 python-versions = ">=3.9"
+groups = ["main"]
+markers = "python_version < \"3.10\""
 files = [
     {file = "importlib_resources-6.5.2-py3-none-any.whl", hash = "sha256:789cfdc3ed28c78b67a06acb8126751ced69a3d5f79c095a98298cd8a760ccec"},
     {file = "importlib_resources-6.5.2.tar.gz", hash = "sha256:185f87adef5bcc288449d98fb4fba07cea78bc036455dd44c5fc4a2fe78fed2c"},
@@ -1274,6 +1343,7 @@ version = "0.5.1"
 description = "A port of Ruby on Rails inflector to Python"
 optional = false
 python-versions = ">=3.5"
+groups = ["main"]
 files = [
     {file = "inflection-0.5.1-py2.py3-none-any.whl", hash = "sha256:f38b2b640938a4f35ade69ac3d053042959b62a0f1076a5bbaa1b9526605a8a2"},
     {file = "inflection-0.5.1.tar.gz", hash = "sha256:1a29730d366e996aaacffb2f1f1cb9593dc38e2ddd30c91250c6dde09ea9b417"},
@@ -1285,10 +1355,12 @@ version = "2.0.0"
 description = "brain-dead simple config-ini parsing"
 optional = false
 python-versions = ">=3.7"
+groups = ["main", "benchmark", "dev"]
 files = [
     {file = "iniconfig-2.0.0-py3-none-any.whl", hash = "sha256:b6a85871a79d2e3b22d2d1b94ac2824226a63c6b741c88f7ae975f18b6778374"},
     {file = "iniconfig-2.0.0.tar.gz", hash = "sha256:2d91e135bf72d31a410b17c16da610a82cb55f6b0477d1a902134b24a455b8b3"},
 ]
+markers = {main = "extra == \"docs\" or extra == \"testing\""}
 
 [[package]]
 name = "jinja2"
@@ -1296,10 +1368,12 @@ version = "3.1.5"
 description = "A very fast and expressive template engine."
 optional = false
 python-versions = ">=3.7"
+groups = ["main", "dev"]
 files = [
     {file = "jinja2-3.1.5-py3-none-any.whl", hash = "sha256:aba0f4dc9ed8013c424088f68a5c226f7d6097ed89b246d7749c2ec4175c6adb"},
     {file = "jinja2-3.1.5.tar.gz", hash = "sha256:8fefff8dc3034e27bb80d67c671eb8a9bc424c0ef4c0826edbff304cceff43bb"},
 ]
+markers = {main = "extra == \"docs\""}
 
 [package.dependencies]
 MarkupSafe = ">=2.0"
@@ -1313,10 +1387,12 @@ version = "1.0.1"
 description = "JSON Matching Expressions"
 optional = false
 python-versions = ">=3.7"
+groups = ["main", "dev"]
 files = [
     {file = "jmespath-1.0.1-py3-none-any.whl", hash = "sha256:02e2e4cc71b5bcab88332eebf907519190dd9e6e82107fa7f83b1003a6252980"},
     {file = "jmespath-1.0.1.tar.gz", hash = "sha256:90261b206d6defd58fdd5e85f478bf633a2901798906be2ad389150c5c60edbe"},
 ]
+markers = {main = "extra == \"s3\""}
 
 [[package]]
 name = "joblib"
@@ -1324,6 +1400,7 @@ version = "1.4.2"
 description = "Lightweight pipelining with Python functions"
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "joblib-1.4.2-py3-none-any.whl", hash = "sha256:06d478d5674cbc267e7496a410ee875abd68e4340feff4490bcb7afb88060ae6"},
     {file = "joblib-1.4.2.tar.gz", hash = "sha256:2382c5816b2636fbd20a09e0f4e9dad4736765fdfb7dca582943b9c1366b3f0e"},
@@ -1335,6 +1412,7 @@ version = "1.7.0"
 description = "A final implementation of JSONPath for Python that aims to be standard compliant, including arithmetic and binary comparison operators and providing clear AST for metaprogramming."
 optional = false
 python-versions = "*"
+groups = ["main"]
 files = [
     {file = "jsonpath-ng-1.7.0.tar.gz", hash = "sha256:f6f5f7fd4e5ff79c785f1573b394043b39849fb2bb47bcead935d12b00beab3c"},
     {file = "jsonpath_ng-1.7.0-py2-none-any.whl", hash = "sha256:898c93fc173f0c336784a3fa63d7434297544b7198124a68f9a3ef9597b0ae6e"},
@@ -1350,6 +1428,7 @@ version = "4.23.0"
 description = "An implementation of JSON Schema validation for Python"
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "jsonschema-4.23.0-py3-none-any.whl", hash = "sha256:fbadb6f8b144a8f8cf9f0b89ba94501d143e50411a1278633f56a7acf7fd5566"},
     {file = "jsonschema-4.23.0.tar.gz", hash = "sha256:d71497fef26351a33265337fa77ffeb82423f3ea21283cd9467bb03999266bc4"},
@@ -1371,6 +1450,7 @@ version = "2024.10.1"
 description = "The JSON Schema meta-schemas and vocabularies, exposed as a Registry"
 optional = false
 python-versions = ">=3.9"
+groups = ["main"]
 files = [
     {file = "jsonschema_specifications-2024.10.1-py3-none-any.whl", hash = "sha256:a09a0680616357d9a0ecf05c12ad234479f549239d0f5b55f3deea67475da9bf"},
     {file = "jsonschema_specifications-2024.10.1.tar.gz", hash = "sha256:0f38b83639958ce1152d02a7f062902c41c8fd20d558b0c34344292d417ae272"},
@@ -1385,10 +1465,12 @@ version = "3.0.0"
 description = "Python port of markdown-it. Markdown parsing, done right!"
 optional = false
 python-versions = ">=3.8"
+groups = ["main", "benchmark"]
 files = [
     {file = "markdown-it-py-3.0.0.tar.gz", hash = "sha256:e3f60a94fa066dc52ec76661e37c851cb232d92f9886b15cb560aaada2df8feb"},
     {file = "markdown_it_py-3.0.0-py3-none-any.whl", hash = "sha256:355216845c60bd96232cd8d8c40e8f9765cc86f46880e43a8fd22dc1a1a8cab1"},
 ]
+markers = {main = "extra == \"docs\""}
 
 [package.dependencies]
 mdurl = ">=0.1,<1.0"
@@ -1409,6 +1491,7 @@ version = "3.0.2"
 description = "Safely add untrusted strings to HTML/XML markup."
 optional = false
 python-versions = ">=3.9"
+groups = ["main", "dev"]
 files = [
     {file = "MarkupSafe-3.0.2-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:7e94c425039cde14257288fd61dcfb01963e658efbc0ff54f5306b06054700f8"},
     {file = "MarkupSafe-3.0.2-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:9e2d922824181480953426608b81967de705c3cef4d1af983af849d7bd619158"},
@@ -1472,6 +1555,7 @@ files = [
     {file = "MarkupSafe-3.0.2-cp39-cp39-win_amd64.whl", hash = "sha256:6e296a513ca3d94054c2c881cc913116e90fd030ad1c656b3869762b754f5f8a"},
     {file = "markupsafe-3.0.2.tar.gz", hash = "sha256:ee55d3edf80167e48ea11a923c7386f4669df67d7994554387f84e7d8b0a2bf0"},
 ]
+markers = {main = "extra == \"docs\""}
 
 [[package]]
 name = "mdit-py-plugins"
@@ -1479,6 +1563,8 @@ version = "0.4.2"
 description = "Collection of plugins for markdown-it-py"
 optional = true
 python-versions = ">=3.8"
+groups = ["main"]
+markers = "extra == \"docs\""
 files = [
     {file = "mdit_py_plugins-0.4.2-py3-none-any.whl", hash = "sha256:0c673c3f889399a33b95e88d2f0d111b4447bdfea7f237dab2d488f459835636"},
     {file = "mdit_py_plugins-0.4.2.tar.gz", hash = "sha256:5f2cd1fdb606ddf152d37ec30e46101a60512bc0e5fa1a7002c36647b09e26b5"},
@@ -1498,10 +1584,12 @@ version = "0.1.2"
 description = "Markdown URL utilities"
 optional = false
 python-versions = ">=3.7"
+groups = ["main", "benchmark"]
 files = [
     {file = "mdurl-0.1.2-py3-none-any.whl", hash = "sha256:84008a41e51615a49fc9966191ff91509e3c40b939176e643fd50a5c2196b8f8"},
     {file = "mdurl-0.1.2.tar.gz", hash = "sha256:bb413d29f5eea38f31dd4754dd7377d4465116fb207585f97bf925588687c1ba"},
 ]
+markers = {main = "extra == \"docs\""}
 
 [[package]]
 name = "moto"
@@ -1509,6 +1597,7 @@ version = "5.0.25"
 description = "A library that allows you to easily mock out tests based on AWS infrastructure"
 optional = false
 python-versions = ">=3.8"
+groups = ["dev"]
 files = [
     {file = "moto-5.0.25-py3-none-any.whl", hash = "sha256:ab790f9d7d08f30667a196af7cacead03e76c10be2d1148ea00a731d47918a1e"},
     {file = "moto-5.0.25.tar.gz", hash = "sha256:deea8b158cec5a65c9635ae1fff4579d735b11ac8a0e5226fbbeb742ce0ce6b2"},
@@ -1554,6 +1643,8 @@ version = "6.1.0"
 description = "multidict implementation"
 optional = true
 python-versions = ">=3.8"
+groups = ["main"]
+markers = "extra == \"s3\""
 files = [
     {file = "multidict-6.1.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:3380252550e372e8511d49481bd836264c009adb826b23fefcc5dd3c69692f60"},
     {file = "multidict-6.1.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:99f826cbf970077383d7de805c0681799491cb939c25450b9b5b3ced03ca99f1"},
@@ -1658,6 +1749,7 @@ version = "1.14.1"
 description = "Optional static typing for Python"
 optional = false
 python-versions = ">=3.8"
+groups = ["typing"]
 files = [
     {file = "mypy-1.14.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:52686e37cf13d559f668aa398dd7ddf1f92c5d613e4f8cb262be2fb4fedb0fcb"},
     {file = "mypy-1.14.1-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:1fb545ca340537d4b45d3eecdb3def05e913299ca72c290326be19b3804b39c0"},
@@ -1717,6 +1809,7 @@ version = "1.0.0"
 description = "Type system extensions for programs checked with the mypy type checker."
 optional = false
 python-versions = ">=3.5"
+groups = ["typing"]
 files = [
     {file = "mypy_extensions-1.0.0-py3-none-any.whl", hash = "sha256:4392f6c0eb8a5668a69e23d168ffa70f0be9ccfd32b5cc2d26a34ae5b844552d"},
     {file = "mypy_extensions-1.0.0.tar.gz", hash = "sha256:75dbf8955dc00442a438fc4d0666508a9a97b6bd41aa2f0ffe9d2f2725af0782"},
@@ -1728,6 +1821,8 @@ version = "3.0.1"
 description = "An extended [CommonMark](https://spec.commonmark.org/) compliant parser,"
 optional = true
 python-versions = ">=3.8"
+groups = ["main"]
+markers = "extra == \"docs\""
 files = [
     {file = "myst_parser-3.0.1-py3-none-any.whl", hash = "sha256:6457aaa33a5d474aca678b8ead9b3dc298e89c68e67012e73146ea6fd54babf1"},
     {file = "myst_parser-3.0.1.tar.gz", hash = "sha256:88f0cb406cb363b077d176b51c476f62d60604d68a8dcdf4832e080441301a87"},
@@ -1754,6 +1849,8 @@ version = "2.0.2"
 description = "Fundamental package for array computing in Python"
 optional = true
 python-versions = ">=3.9"
+groups = ["main"]
+markers = "python_version == \"3.9\" and extra == \"parquet\""
 files = [
     {file = "numpy-2.0.2-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:51129a29dbe56f9ca83438b706e2e69a39892b5eda6cedcb6b0c9fdc9b0d3ece"},
     {file = "numpy-2.0.2-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:f15975dfec0cf2239224d80e32c3170b1d168335eaedee69da84fbe9f1f9cd04"},
@@ -1808,6 +1905,8 @@ version = "2.2.1"
 description = "Fundamental package for array computing in Python"
 optional = true
 python-versions = ">=3.10"
+groups = ["main"]
+markers = "python_version >= \"3.10\" and extra == \"parquet\""
 files = [
     {file = "numpy-2.2.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:5edb4e4caf751c1518e6a26a83501fda79bff41cc59dac48d70e6d65d4ec4440"},
     {file = "numpy-2.2.1-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:aa3017c40d513ccac9621a2364f939d39e550c542eb2a894b4c8da92b38896ab"},
@@ -1872,6 +1971,7 @@ version = "24.2"
 description = "Core utilities for Python packages"
 optional = false
 python-versions = ">=3.8"
+groups = ["main", "benchmark", "dev"]
 files = [
     {file = "packaging-24.2-py3-none-any.whl", hash = "sha256:09abb1bccd265c01f4a3aa3f7a7db064b36514d2cba19a2f694fe6150451a759"},
     {file = "packaging-24.2.tar.gz", hash = "sha256:c228a6dc5e932d346bc5739379109d49e8853dd8223571c7c5b55260edc0b97f"},
@@ -1883,6 +1983,8 @@ version = "3.5.0"
 description = "SSH2 protocol library"
 optional = true
 python-versions = ">=3.6"
+groups = ["main"]
+markers = "extra == \"ssh\""
 files = [
     {file = "paramiko-3.5.0-py3-none-any.whl", hash = "sha256:1fedf06b085359051cd7d0d270cebe19e755a8a921cc2ddbfa647fb0cd7d68f9"},
     {file = "paramiko-3.5.0.tar.gz", hash = "sha256:ad11e540da4f55cedda52931f1a3f812a8238a7af7f62a60de538cd80bb28124"},
@@ -1904,6 +2006,7 @@ version = "4.3.6"
 description = "A small Python package for determining appropriate platform-specific dirs, e.g. a `user data dir`."
 optional = false
 python-versions = ">=3.8"
+groups = ["dev"]
 files = [
     {file = "platformdirs-4.3.6-py3-none-any.whl", hash = "sha256:73e575e1408ab8103900836b97580d5307456908a03e92031bab39e4554cc3fb"},
     {file = "platformdirs-4.3.6.tar.gz", hash = "sha256:357fb2acbc885b0419afd3ce3ed34564c13c9b95c89360cd9563f73aa5e2b907"},
@@ -1920,10 +2023,12 @@ version = "1.5.0"
 description = "plugin and hook calling mechanisms for python"
 optional = false
 python-versions = ">=3.8"
+groups = ["main", "benchmark", "dev"]
 files = [
     {file = "pluggy-1.5.0-py3-none-any.whl", hash = "sha256:44e1ad92c8ca002de6377e165f3e0f1be63266ab4d554740532335b9d75ea669"},
     {file = "pluggy-1.5.0.tar.gz", hash = "sha256:2cffa88e94fdc978c4c574f15f9e59b7f4201d439195c3715ca9e2486f1d0cf1"},
 ]
+markers = {main = "extra == \"docs\" or extra == \"testing\""}
 
 [package.extras]
 dev = ["pre-commit", "tox"]
@@ -1935,6 +2040,7 @@ version = "3.11"
 description = "Python Lex & Yacc"
 optional = false
 python-versions = "*"
+groups = ["main"]
 files = [
     {file = "ply-3.11-py2.py3-none-any.whl", hash = "sha256:096f9b8350b65ebd2fd1346b12452efe5b9607f7482813ffca50c22722a807ce"},
     {file = "ply-3.11.tar.gz", hash = "sha256:00c7c1aaa88358b9c765b6d3000c6eec0ba42abca5351b095321aef446081da3"},
@@ -1946,6 +2052,8 @@ version = "0.2.1"
 description = "Accelerated property cache"
 optional = true
 python-versions = ">=3.9"
+groups = ["main"]
+markers = "extra == \"s3\""
 files = [
     {file = "propcache-0.2.1-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:6b3f39a85d671436ee3d12c017f8fdea38509e4f25b28eb25877293c98c243f6"},
     {file = "propcache-0.2.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:39d51fbe4285d5db5d92a929e3e21536ea3dd43732c5b177c7ef03f918dff9f2"},
@@ -2037,6 +2145,7 @@ version = "9.0.0"
 description = "Get CPU info with pure Python"
 optional = false
 python-versions = "*"
+groups = ["dev"]
 files = [
     {file = "py-cpuinfo-9.0.0.tar.gz", hash = "sha256:3cdbbf3fac90dc6f118bfd64384f309edeadd902d7c8fb17f02ffa1fc3f49690"},
     {file = "py_cpuinfo-9.0.0-py3-none-any.whl", hash = "sha256:859625bc251f64e21f077d099d4162689c762b5d6a4c3c97553d56241c9674d5"},
@@ -2048,6 +2157,8 @@ version = "18.1.0"
 description = "Python library for Apache Arrow"
 optional = true
 python-versions = ">=3.9"
+groups = ["main"]
+markers = "extra == \"parquet\""
 files = [
     {file = "pyarrow-18.1.0-cp310-cp310-macosx_12_0_arm64.whl", hash = "sha256:e21488d5cfd3d8b500b3238a6c4b075efabc18f0f6d80b29239737ebd69caa6c"},
     {file = "pyarrow-18.1.0-cp310-cp310-macosx_12_0_x86_64.whl", hash = "sha256:b516dad76f258a702f7ca0250885fc93d1fa5ac13ad51258e39d402bd9e2e1e4"},
@@ -2102,10 +2213,12 @@ version = "2.22"
 description = "C parser in Python"
 optional = false
 python-versions = ">=3.8"
+groups = ["main", "benchmark", "dev"]
 files = [
     {file = "pycparser-2.22-py3-none-any.whl", hash = "sha256:c3702b6d3dd8c7abc1afa565d7e63d53a1d0bd86cdc24edd75470f4de499cfcc"},
     {file = "pycparser-2.22.tar.gz", hash = "sha256:491c8be9c040f5390f5bf44a5b07752bd07f56edf992381b05c701439eec10f6"},
 ]
+markers = {main = "extra == \"ssh\" or extra == \"jwt\" and platform_python_implementation != \"PyPy\"", dev = "platform_python_implementation != \"PyPy\""}
 
 [[package]]
 name = "pygments"
@@ -2113,10 +2226,12 @@ version = "2.18.0"
 description = "Pygments is a syntax highlighting package written in Python."
 optional = false
 python-versions = ">=3.8"
+groups = ["main", "benchmark"]
 files = [
     {file = "pygments-2.18.0-py3-none-any.whl", hash = "sha256:b8e6aca0523f3ab76fee51799c488e38782ac06eafcf95e7ba832985c8e7b13a"},
     {file = "pygments-2.18.0.tar.gz", hash = "sha256:786ff802f32e91311bff3889f6e9a86e81505fe99f2735bb6d60ae0c5004f199"},
 ]
+markers = {main = "extra == \"docs\""}
 
 [package.extras]
 windows-terminal = ["colorama (>=0.4.6)"]
@@ -2127,6 +2242,8 @@ version = "2.10.1"
 description = "JSON Web Token implementation in Python"
 optional = true
 python-versions = ">=3.9"
+groups = ["main"]
+markers = "extra == \"jwt\""
 files = [
     {file = "PyJWT-2.10.1-py3-none-any.whl", hash = "sha256:dcdd193e30abefd5debf142f9adfcdd2b58004e644f25406ffaebd50bd98dacb"},
     {file = "pyjwt-2.10.1.tar.gz", hash = "sha256:3cc5772eb20009233caf06e9d8a0577824723b44e6648ee0a2aedb6cf9381953"},
@@ -2144,6 +2261,8 @@ version = "1.5.0"
 description = "Python binding to the Networking and Cryptography (NaCl) library"
 optional = true
 python-versions = ">=3.6"
+groups = ["main"]
+markers = "extra == \"ssh\""
 files = [
     {file = "PyNaCl-1.5.0-cp36-abi3-macosx_10_10_universal2.whl", hash = "sha256:401002a4aaa07c9414132aaed7f6836ff98f59277a234704ff66878c2ee4a0d1"},
     {file = "PyNaCl-1.5.0-cp36-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.manylinux_2_24_aarch64.whl", hash = "sha256:52cb72a79269189d4e0dc537556f4740f7f0a9ec41c1322598799b0bdad4ef92"},
@@ -2170,10 +2289,12 @@ version = "8.3.4"
 description = "pytest: simple powerful testing with Python"
 optional = false
 python-versions = ">=3.8"
+groups = ["main", "benchmark", "dev"]
 files = [
     {file = "pytest-8.3.4-py3-none-any.whl", hash = "sha256:50e16d954148559c9a74109af1eaf0c945ba2d8f30f0a3d3335edde19788b6f6"},
     {file = "pytest-8.3.4.tar.gz", hash = "sha256:965370d062bce11e73868e0335abac31b4d3de0e82f4007408d242b4f8610761"},
 ]
+markers = {main = "extra == \"docs\" or extra == \"testing\""}
 
 [package.dependencies]
 colorama = {version = "*", markers = "sys_platform == \"win32\""}
@@ -2192,6 +2313,7 @@ version = "5.1.0"
 description = "A ``pytest`` fixture for benchmarking code. It will group the tests into rounds that are calibrated to the chosen timer."
 optional = false
 python-versions = ">=3.9"
+groups = ["dev"]
 files = [
     {file = "pytest-benchmark-5.1.0.tar.gz", hash = "sha256:9ea661cdc292e8231f7cd4c10b0319e56a2118e2c09d9f50e1b3d150d2aca105"},
     {file = "pytest_benchmark-5.1.0-py3-none-any.whl", hash = "sha256:922de2dfa3033c227c96da942d1878191afa135a29485fb942e85dff1c592c89"},
@@ -2212,6 +2334,7 @@ version = "3.1.0"
 description = "Pytest plugin to create CodSpeed benchmarks"
 optional = false
 python-versions = ">=3.9"
+groups = ["benchmark"]
 files = [
     {file = "pytest_codspeed-3.1.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:1cb7c16e5a64cb30bad30f5204c7690f3cbc9ae5b9839ce187ef1727aa5d2d9c"},
     {file = "pytest_codspeed-3.1.0-cp310-cp310-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:4d23910893c22ceef6efbdf85d80e803b7fb4a231c9e7676ab08f5ddfc228438"},
@@ -2243,6 +2366,7 @@ version = "0.9.0"
 description = "A plugin for snapshot testing with pytest."
 optional = false
 python-versions = ">=3.5"
+groups = ["dev"]
 files = [
     {file = "pytest-snapshot-0.9.0.tar.gz", hash = "sha256:c7013c3abc3e860f9feff899f8b4debe3708650d8d8242a61bf2625ff64db7f3"},
     {file = "pytest_snapshot-0.9.0-py3-none-any.whl", hash = "sha256:4b9fe1c21c868fe53a545e4e3184d36bc1c88946e3f5c1d9dd676962a9b3d4ab"},
@@ -2257,6 +2381,7 @@ version = "0.14.1"
 description = "unittest subTest() support and subtests fixture"
 optional = false
 python-versions = ">=3.9"
+groups = ["dev"]
 files = [
     {file = "pytest_subtests-0.14.1-py3-none-any.whl", hash = "sha256:e92a780d98b43118c28a16044ad9b841727bd7cb6a417073b38fd2d7ccdf052d"},
     {file = "pytest_subtests-0.14.1.tar.gz", hash = "sha256:350c00adc36c3aff676a66135c81aed9e2182e15f6c3ec8721366918bbbf7580"},
@@ -2272,10 +2397,12 @@ version = "2.9.0.post0"
 description = "Extensions to the standard Python datetime module"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.7"
+groups = ["main", "dev"]
 files = [
     {file = "python-dateutil-2.9.0.post0.tar.gz", hash = "sha256:37dd54208da7e1cd875388217d5e00ebd4179249f90fb72437e91a35459a0ad3"},
     {file = "python_dateutil-2.9.0.post0-py2.py3-none-any.whl", hash = "sha256:a8b2bc7bffae282281c8140a97d3aa9c14da0b136dfe83f850eea9a5f7470427"},
 ]
+markers = {main = "extra == \"s3\" or extra == \"faker\""}
 
 [package.dependencies]
 six = ">=1.5"
@@ -2286,6 +2413,7 @@ version = "1.0.1"
 description = "Read key-value pairs from a .env file and set them as environment variables"
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "python-dotenv-1.0.1.tar.gz", hash = "sha256:e324ee90a023d808f1959c46bcbc04446a10ced277783dc6ee09987c37ec10ca"},
     {file = "python_dotenv-1.0.1-py3-none-any.whl", hash = "sha256:f7b63ef50f1b690dddf550d03497b66d609393b40b564ed0d674909a68ebf16a"},
@@ -2300,6 +2428,7 @@ version = "2024.2"
 description = "World timezone definitions, modern and historical"
 optional = false
 python-versions = "*"
+groups = ["dev"]
 files = [
     {file = "pytz-2024.2-py2.py3-none-any.whl", hash = "sha256:31c7c1817eb7fae7ca4b8c7ee50c72f93aa2dd863de768e1ef4245d426aa0725"},
     {file = "pytz-2024.2.tar.gz", hash = "sha256:2aa355083c50a0f93fa581709deac0c9ad65cca8a9e9beac660adcbd493c798a"},
@@ -2311,6 +2440,7 @@ version = "6.0.2"
 description = "YAML parser and emitter for Python"
 optional = false
 python-versions = ">=3.8"
+groups = ["main", "dev"]
 files = [
     {file = "PyYAML-6.0.2-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:0a9a2848a5b7feac301353437eb7d5957887edbf81d56e903999a75a3d743086"},
     {file = "PyYAML-6.0.2-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:29717114e51c84ddfba879543fb232a6ed60086602313ca38cce623c1d62cfbf"},
@@ -2373,6 +2503,7 @@ version = "0.35.1"
 description = "JSON Referencing + Python"
 optional = false
 python-versions = ">=3.8"
+groups = ["main", "typing"]
 files = [
     {file = "referencing-0.35.1-py3-none-any.whl", hash = "sha256:eda6d3234d62814d1c64e305c1331c9a3a6132da475ab6382eaa997b21ee75de"},
     {file = "referencing-0.35.1.tar.gz", hash = "sha256:25b42124a6c8b632a425174f24087783efb348a6f1e0008e63cd4466fedf703c"},
@@ -2388,6 +2519,7 @@ version = "2.32.3"
 description = "Python HTTP for Humans."
 optional = false
 python-versions = ">=3.8"
+groups = ["main", "dev"]
 files = [
     {file = "requests-2.32.3-py3-none-any.whl", hash = "sha256:70761cfe03c773ceb22aa2f671b4757976145175cdfca038c02654d061d6dcc6"},
     {file = "requests-2.32.3.tar.gz", hash = "sha256:55365417734eb18255590a9ff9eb97e9e1da868d4ccd6402399eaf68af20a760"},
@@ -2409,6 +2541,7 @@ version = "1.2.1"
 description = "A persistent cache for python requests"
 optional = false
 python-versions = ">=3.8"
+groups = ["dev"]
 files = [
     {file = "requests_cache-1.2.1-py3-none-any.whl", hash = "sha256:1285151cddf5331067baa82598afe2d47c7495a1334bfe7a7d329b43e9fd3603"},
     {file = "requests_cache-1.2.1.tar.gz", hash = "sha256:68abc986fdc5b8d0911318fbb5f7c80eebcd4d01bfacc6685ecf8876052511d1"},
@@ -2439,6 +2572,7 @@ version = "1.12.1"
 description = "Mock out responses from the requests package"
 optional = false
 python-versions = ">=3.5"
+groups = ["dev"]
 files = [
     {file = "requests-mock-1.12.1.tar.gz", hash = "sha256:e9e12e333b525156e82a3c852f22016b9158220d2f47454de9cae8a77d371401"},
     {file = "requests_mock-1.12.1-py2.py3-none-any.whl", hash = "sha256:b1e37054004cdd5e56c84454cc7df12b25f90f382159087f4b6915aaeef39563"},
@@ -2456,6 +2590,7 @@ version = "0.25.3"
 description = "A utility library for mocking out the `requests` Python library."
 optional = false
 python-versions = ">=3.8"
+groups = ["dev"]
 files = [
     {file = "responses-0.25.3-py3-none-any.whl", hash = "sha256:521efcbc82081ab8daa588e08f7e8a64ce79b91c39f6e62199b19159bea7dbcb"},
     {file = "responses-0.25.3.tar.gz", hash = "sha256:617b9247abd9ae28313d57a75880422d55ec63c29d33d629697590a034358dba"},
@@ -2475,6 +2610,7 @@ version = "0.1.4"
 description = "A pure python RFC3339 validator"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+groups = ["dev"]
 files = [
     {file = "rfc3339_validator-0.1.4-py2.py3-none-any.whl", hash = "sha256:24f6ec1eda14ef823da9e36ec7113124b39c04d50a4d3d3a3c2859577e7791fa"},
     {file = "rfc3339_validator-0.1.4.tar.gz", hash = "sha256:138a2abdf93304ad60530167e51d2dfb9549521a836871b88d7f4695d0022f6b"},
@@ -2489,6 +2625,7 @@ version = "13.9.4"
 description = "Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal"
 optional = false
 python-versions = ">=3.8.0"
+groups = ["benchmark"]
 files = [
     {file = "rich-13.9.4-py3-none-any.whl", hash = "sha256:6049d5e6ec054bf2779ab3358186963bac2ea89175919d699e378b99738c2a90"},
     {file = "rich-13.9.4.tar.gz", hash = "sha256:439594978a49a09530cff7ebc4b5c7103ef57baf48d5ea3184f21d9a2befa098"},
@@ -2508,6 +2645,7 @@ version = "0.22.3"
 description = "Python bindings to Rust's persistent data structures (rpds)"
 optional = false
 python-versions = ">=3.9"
+groups = ["main", "typing"]
 files = [
     {file = "rpds_py-0.22.3-cp310-cp310-macosx_10_12_x86_64.whl", hash = "sha256:6c7b99ca52c2c1752b544e310101b98a659b720b21db00e65edca34483259967"},
     {file = "rpds_py-0.22.3-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:be2eb3f2495ba669d2a985f9b426c1797b7d48d6963899276d22f23e33d47e37"},
@@ -2620,6 +2758,8 @@ version = "2024.12.0"
 description = "Convenient Filesystem interface over S3"
 optional = true
 python-versions = ">=3.9"
+groups = ["main"]
+markers = "extra == \"s3\""
 files = [
     {file = "s3fs-2024.12.0-py3-none-any.whl", hash = "sha256:d8665549f9d1de083151582437a2f10d5f3b3227c1f8e67a2b0b730db813e005"},
     {file = "s3fs-2024.12.0.tar.gz", hash = "sha256:1b0f3a8f5946cca5ba29871d6792ab1e4528ed762327d8aefafc81b73b99fd56"},
@@ -2640,10 +2780,12 @@ version = "0.10.4"
 description = "An Amazon S3 Transfer Manager"
 optional = false
 python-versions = ">=3.8"
+groups = ["main", "dev"]
 files = [
     {file = "s3transfer-0.10.4-py3-none-any.whl", hash = "sha256:244a76a24355363a68164241438de1b72f8781664920260c48465896b712a41e"},
     {file = "s3transfer-0.10.4.tar.gz", hash = "sha256:29edc09801743c21eb5ecbc617a152df41d3c287f67b615f73e5f750583666a7"},
 ]
+markers = {main = "extra == \"s3\""}
 
 [package.dependencies]
 botocore = ">=1.33.2,<2.0a.0"
@@ -2657,6 +2799,7 @@ version = "70.3.0"
 description = "Easily download, build, install, upgrade, and uninstall Python packages"
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
 files = [
     {file = "setuptools-70.3.0-py3-none-any.whl", hash = "sha256:fe384da74336c398e0d956d1cae0669bc02eed936cdb1d49b57de1990dc11ffc"},
     {file = "setuptools-70.3.0.tar.gz", hash = "sha256:f171bab1dfbc86b132997f26a119f6056a57950d058587841a0082e8830f9dc5"},
@@ -2672,6 +2815,7 @@ version = "1.0.3"
 description = "A simple, safe single expression evaluator library."
 optional = false
 python-versions = ">=3.9"
+groups = ["main"]
 files = [
     {file = "simpleeval-1.0.3-py3-none-any.whl", hash = "sha256:e3bdbb8c82c26297c9a153902d0fd1858a6c3774bf53ff4f134788c3f2035c38"},
     {file = "simpleeval-1.0.3.tar.gz", hash = "sha256:67bbf246040ac3b57c29cf048657b9cf31d4e7b9d6659684daa08ca8f1e45829"},
@@ -2683,6 +2827,7 @@ version = "3.19.3"
 description = "Simple, fast, extensible JSON encoder/decoder for Python"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.5"
+groups = ["main"]
 files = [
     {file = "simplejson-3.19.3-cp27-cp27m-manylinux1_i686.whl", hash = "sha256:f39caec26007a2d0efab6b8b1d74873ede9351962707afab622cc2285dd26ed0"},
     {file = "simplejson-3.19.3-cp27-cp27m-manylinux1_x86_64.whl", hash = "sha256:83c87706265ae3028e8460d08b05f30254c569772e859e5ba61fe8af2c883468"},
@@ -2802,6 +2947,7 @@ version = "1.17.0"
 description = "Python 2 and 3 compatibility utilities"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.7"
+groups = ["main", "dev"]
 files = [
     {file = "six-1.17.0-py2.py3-none-any.whl", hash = "sha256:4721f391ed90541fddacab5acf947aa0d3dc7d27b2e1e8eda2be8970586c3274"},
     {file = "six-1.17.0.tar.gz", hash = "sha256:ff70335d468e7eb6ec65b95b99d3a2836546063f63acc5171de367e834932a81"},
@@ -2813,6 +2959,8 @@ version = "2.2.0"
 description = "This package provides 29 stemmers for 28 languages generated from Snowball algorithms."
 optional = true
 python-versions = "*"
+groups = ["main"]
+markers = "extra == \"docs\""
 files = [
     {file = "snowballstemmer-2.2.0-py2.py3-none-any.whl", hash = "sha256:c8e1716e83cc398ae16824e5572ae04e0d9fc2c6b985fb0f900f5f0c96ecba1a"},
     {file = "snowballstemmer-2.2.0.tar.gz", hash = "sha256:09b16deb8547d3412ad7b590689584cd0fe25ec8db3be37788be3810cbf19cb1"},
@@ -2824,6 +2972,8 @@ version = "2.6"
 description = "A modern CSS selector implementation for Beautiful Soup."
 optional = true
 python-versions = ">=3.8"
+groups = ["main"]
+markers = "extra == \"docs\""
 files = [
     {file = "soupsieve-2.6-py3-none-any.whl", hash = "sha256:e72c4ff06e4fb6e4b5a9f0f55fe6e81514581fca1515028625d0f299c602ccc9"},
     {file = "soupsieve-2.6.tar.gz", hash = "sha256:e2e68417777af359ec65daac1057404a3c8a5455bb8abc36f1a9866ab1a51abb"},
@@ -2835,6 +2985,8 @@ version = "7.4.7"
 description = "Python documentation generator"
 optional = true
 python-versions = ">=3.9"
+groups = ["main"]
+markers = "extra == \"docs\""
 files = [
     {file = "sphinx-7.4.7-py3-none-any.whl", hash = "sha256:c2419e2135d11f1951cd994d6eb18a1835bd8fdd8429f9ca375dc1f3281bd239"},
     {file = "sphinx-7.4.7.tar.gz", hash = "sha256:242f92a7ea7e6c5b406fdc2615413890ba9f699114a9c09192d7dfead2ee9cfe"},
@@ -2871,6 +3023,8 @@ version = "1.0.0b2"
 description = "A modern skeleton for Sphinx themes."
 optional = true
 python-versions = ">=3.7"
+groups = ["main"]
+markers = "extra == \"docs\""
 files = [
     {file = "sphinx_basic_ng-1.0.0b2-py3-none-any.whl", hash = "sha256:eb09aedbabfb650607e9b4b68c9d240b90b1e1be221d6ad71d61c52e29f7932b"},
     {file = "sphinx_basic_ng-1.0.0b2.tar.gz", hash = "sha256:9ec55a47c90c8c002b5960c57492ec3021f5193cb26cebc2dc4ea226848651c9"},
@@ -2888,6 +3042,8 @@ version = "0.5.2"
 description = "Add a copy button to each of your code cells."
 optional = true
 python-versions = ">=3.7"
+groups = ["main"]
+markers = "extra == \"docs\""
 files = [
     {file = "sphinx-copybutton-0.5.2.tar.gz", hash = "sha256:4cf17c82fb9646d1bc9ca92ac280813a3b605d8c421225fd9913154103ee1fbd"},
     {file = "sphinx_copybutton-0.5.2-py3-none-any.whl", hash = "sha256:fb543fd386d917746c9a2c50360c7905b605726b9355cd26e9974857afeae06e"},
@@ -2906,6 +3062,8 @@ version = "2023.4.21"
 description = "Add inline tabbed content to your Sphinx documentation."
 optional = true
 python-versions = ">=3.8"
+groups = ["main"]
+markers = "extra == \"docs\""
 files = [
     {file = "sphinx_inline_tabs-2023.4.21-py3-none-any.whl", hash = "sha256:06809ac613f7c48ddd6e2fa588413e3fe92cff2397b56e2ccf0b0218f9ef6a78"},
     {file = "sphinx_inline_tabs-2023.4.21.tar.gz", hash = "sha256:5df2f13f602c158f3f5f6c509e008aeada199a8c76d97ba3aa2822206683bebc"},
@@ -2924,6 +3082,8 @@ version = "1.0.4"
 description = "Sphinx extension to build a 404 page with absolute URLs"
 optional = true
 python-versions = ">=3.8"
+groups = ["main"]
+markers = "extra == \"docs\""
 files = [
     {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"},
@@ -2942,6 +3102,8 @@ version = "0.1.5"
 description = "Handles redirects for moved pages in Sphinx documentation projects"
 optional = true
 python-versions = ">=3.5"
+groups = ["main"]
+markers = "extra == \"docs\""
 files = [
     {file = "sphinx_reredirects-0.1.5-py3-none-any.whl", hash = "sha256:444ae1438fba4418242ca76d6a6de3eaee82aaf0d8f2b0cac71a15d32ce6eba2"},
     {file = "sphinx_reredirects-0.1.5.tar.gz", hash = "sha256:cfa753b441020a22708ce8eb17d4fd553a28fc87a609330092917ada2a6da0d8"},
@@ -2956,6 +3118,8 @@ version = "2.0.0"
 description = "sphinxcontrib-applehelp is a Sphinx extension which outputs Apple help books"
 optional = true
 python-versions = ">=3.9"
+groups = ["main"]
+markers = "extra == \"docs\""
 files = [
     {file = "sphinxcontrib_applehelp-2.0.0-py3-none-any.whl", hash = "sha256:4cd3f0ec4ac5dd9c17ec65e9ab272c9b867ea77425228e68ecf08d6b28ddbdb5"},
     {file = "sphinxcontrib_applehelp-2.0.0.tar.gz", hash = "sha256:2f29ef331735ce958efa4734873f084941970894c6090408b079c61b2e1c06d1"},
@@ -2972,6 +3136,8 @@ version = "2.0.0"
 description = "sphinxcontrib-devhelp is a sphinx extension which outputs Devhelp documents"
 optional = true
 python-versions = ">=3.9"
+groups = ["main"]
+markers = "extra == \"docs\""
 files = [
     {file = "sphinxcontrib_devhelp-2.0.0-py3-none-any.whl", hash = "sha256:aefb8b83854e4b0998877524d1029fd3e6879210422ee3780459e28a1f03a8a2"},
     {file = "sphinxcontrib_devhelp-2.0.0.tar.gz", hash = "sha256:411f5d96d445d1d73bb5d52133377b4248ec79db5c793ce7dbe59e074b4dd1ad"},
@@ -2988,6 +3154,8 @@ version = "2.1.0"
 description = "sphinxcontrib-htmlhelp is a sphinx extension which renders HTML help files"
 optional = true
 python-versions = ">=3.9"
+groups = ["main"]
+markers = "extra == \"docs\""
 files = [
     {file = "sphinxcontrib_htmlhelp-2.1.0-py3-none-any.whl", hash = "sha256:166759820b47002d22914d64a075ce08f4c46818e17cfc9470a9786b759b19f8"},
     {file = "sphinxcontrib_htmlhelp-2.1.0.tar.gz", hash = "sha256:c9e2916ace8aad64cc13a0d233ee22317f2b9025b9cf3295249fa985cc7082e9"},
@@ -3004,6 +3172,8 @@ version = "1.0.1"
 description = "A sphinx extension which renders display math in HTML via JavaScript"
 optional = true
 python-versions = ">=3.5"
+groups = ["main"]
+markers = "extra == \"docs\""
 files = [
     {file = "sphinxcontrib-jsmath-1.0.1.tar.gz", hash = "sha256:a9925e4a4587247ed2191a22df5f6970656cb8ca2bd6284309578f2153e0c4b8"},
     {file = "sphinxcontrib_jsmath-1.0.1-py2.py3-none-any.whl", hash = "sha256:2ec2eaebfb78f3f2078e73666b1415417a116cc848b72e5172e596c871103178"},
@@ -3018,6 +3188,8 @@ version = "2.0.0"
 description = "sphinxcontrib-qthelp is a sphinx extension which outputs QtHelp documents"
 optional = true
 python-versions = ">=3.9"
+groups = ["main"]
+markers = "extra == \"docs\""
 files = [
     {file = "sphinxcontrib_qthelp-2.0.0-py3-none-any.whl", hash = "sha256:b18a828cdba941ccd6ee8445dbe72ffa3ef8cbe7505d8cd1fa0d42d3f2d5f3eb"},
     {file = "sphinxcontrib_qthelp-2.0.0.tar.gz", hash = "sha256:4fe7d0ac8fc171045be623aba3e2a8f613f8682731f9153bb2e40ece16b9bbab"},
@@ -3034,6 +3206,8 @@ 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"
+groups = ["main"]
+markers = "extra == \"docs\""
 files = [
     {file = "sphinxcontrib_serializinghtml-2.0.0-py3-none-any.whl", hash = "sha256:6e2cb0eef194e10c27ec0023bfeb25badbbb5868244cf5bc5bdc04e4464bf331"},
     {file = "sphinxcontrib_serializinghtml-2.0.0.tar.gz", hash = "sha256:e9d912827f872c029017a53f0ef2180b327c3f7fd23c87229f7a8e8b70031d4d"},
@@ -3050,6 +3224,7 @@ version = "2.0.36"
 description = "Database Abstraction Library"
 optional = false
 python-versions = ">=3.7"
+groups = ["main", "dev"]
 files = [
     {file = "SQLAlchemy-2.0.36-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:59b8f3adb3971929a3e660337f5dacc5942c2cdb760afcabb2614ffbda9f9f72"},
     {file = "SQLAlchemy-2.0.36-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:37350015056a553e442ff672c2d20e6f4b6d0b2495691fa239d8aa18bb3bc908"},
@@ -3145,6 +3320,7 @@ version = "2.16.0"
 description = "Travel through time in your tests."
 optional = false
 python-versions = ">=3.9"
+groups = ["dev"]
 files = [
     {file = "time_machine-2.16.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:09531af59fdfb39bfd24d28bd1e837eff5a5d98318509a31b6cfd57d27801e52"},
     {file = "time_machine-2.16.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:92d0b0f3c49f34dd76eb462f0afdc61ed1cb318c06c46d03e99b44ebb489bdad"},
@@ -3213,6 +3389,7 @@ version = "2.2.1"
 description = "A lil' TOML parser"
 optional = false
 python-versions = ">=3.8"
+groups = ["main", "benchmark", "dev", "typing"]
 files = [
     {file = "tomli-2.2.1-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:678e4fa69e4575eb77d103de3df8a895e1591b48e740211bd1067378c69e8249"},
     {file = "tomli-2.2.1-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:023aa114dd824ade0100497eb2318602af309e5a55595f76b626d6d9f3b7b0a6"},
@@ -3247,6 +3424,7 @@ files = [
     {file = "tomli-2.2.1-py3-none-any.whl", hash = "sha256:cb55c73c5f4408779d0cf3eef9f762b9c9f147a77de7b258bef0a5628adc85cc"},
     {file = "tomli-2.2.1.tar.gz", hash = "sha256:cd45e1dc79c835ce60f7404ec8119f2eb06d38b1deba146f07ced3bbc44505ff"},
 ]
+markers = {main = "(extra == \"docs\" or extra == \"testing\") and python_version < \"3.11\"", benchmark = "python_version < \"3.11\"", dev = "python_full_version <= \"3.11.0a6\"", typing = "python_version < \"3.11\""}
 
 [[package]]
 name = "types-jsonschema"
@@ -3254,6 +3432,7 @@ version = "4.23.0.20241208"
 description = "Typing stubs for jsonschema"
 optional = false
 python-versions = ">=3.8"
+groups = ["typing"]
 files = [
     {file = "types_jsonschema-4.23.0.20241208-py3-none-any.whl", hash = "sha256:87934bd9231c99d8eff94cacfc06ba668f7973577a9bd9e1f9de957c5737313e"},
     {file = "types_jsonschema-4.23.0.20241208.tar.gz", hash = "sha256:e8b15ad01f290ecf6aea53f93fbdf7d4730e4600313e89e8a7f95622f7e87b7c"},
@@ -3268,6 +3447,7 @@ version = "2024.2.0.20241221"
 description = "Typing stubs for pytz"
 optional = false
 python-versions = ">=3.8"
+groups = ["typing"]
 files = [
     {file = "types_pytz-2024.2.0.20241221-py3-none-any.whl", hash = "sha256:8fc03195329c43637ed4f593663df721fef919b60a969066e22606edf0b53ad5"},
     {file = "types_pytz-2024.2.0.20241221.tar.gz", hash = "sha256:06d7cde9613e9f7504766a0554a270c369434b50e00975b3a4a0f6eed0f2c1a9"},
@@ -3279,6 +3459,7 @@ version = "6.0.12.20241230"
 description = "Typing stubs for PyYAML"
 optional = false
 python-versions = ">=3.8"
+groups = ["typing"]
 files = [
     {file = "types_PyYAML-6.0.12.20241230-py3-none-any.whl", hash = "sha256:fa4d32565219b68e6dee5f67534c722e53c00d1cfc09c435ef04d7353e1e96e6"},
     {file = "types_pyyaml-6.0.12.20241230.tar.gz", hash = "sha256:7f07622dbd34bb9c8b264fe860a17e0efcad00d50b5f27e93984909d9363498c"},
@@ -3290,6 +3471,8 @@ version = "2.31.0.6"
 description = "Typing stubs for requests"
 optional = false
 python-versions = ">=3.7"
+groups = ["typing"]
+markers = "python_version < \"3.10\""
 files = [
     {file = "types-requests-2.31.0.6.tar.gz", hash = "sha256:cd74ce3b53c461f1228a9b783929ac73a666658f223e28ed29753771477b3bd0"},
     {file = "types_requests-2.31.0.6-py3-none-any.whl", hash = "sha256:a2db9cb228a81da8348b49ad6db3f5519452dd20a9c1e1a868c83c5fe88fd1a9"},
@@ -3304,6 +3487,8 @@ version = "2.32.0.20241016"
 description = "Typing stubs for requests"
 optional = false
 python-versions = ">=3.8"
+groups = ["typing"]
+markers = "python_version >= \"3.10\""
 files = [
     {file = "types-requests-2.32.0.20241016.tar.gz", hash = "sha256:0d9cad2f27515d0e3e3da7134a1b6f28fb97129d86b867f24d9c726452634d95"},
     {file = "types_requests-2.32.0.20241016-py3-none-any.whl", hash = "sha256:4195d62d6d3e043a4eaaf08ff8a62184584d2e8684e9d2aa178c7915a7da3747"},
@@ -3318,6 +3503,7 @@ version = "3.19.0.20241221"
 description = "Typing stubs for simplejson"
 optional = false
 python-versions = ">=3.8"
+groups = ["typing"]
 files = [
     {file = "types_simplejson-3.19.0.20241221-py3-none-any.whl", hash = "sha256:179dfaef8c357156c781fa47cfdfcd953a7953fc375dfe9ab19a20054a828980"},
     {file = "types_simplejson-3.19.0.20241221.tar.gz", hash = "sha256:114af9db0f49ad15755d2b6ad8e6fd04b5a493815e2fc1e011729d4650defc70"},
@@ -3329,6 +3515,8 @@ version = "1.26.25.14"
 description = "Typing stubs for urllib3"
 optional = false
 python-versions = "*"
+groups = ["typing"]
+markers = "python_version < \"3.10\""
 files = [
     {file = "types-urllib3-1.26.25.14.tar.gz", hash = "sha256:229b7f577c951b8c1b92c1bc2b2fdb0b49847bd2af6d1cc2a2e3dd340f3bda8f"},
     {file = "types_urllib3-1.26.25.14-py3-none-any.whl", hash = "sha256:9683bbb7fb72e32bfe9d2be6e04875fbe1b3eeec3cbb4ea231435aa7fd6b4f0e"},
@@ -3340,6 +3528,7 @@ version = "4.12.2"
 description = "Backported and Experimental Type Hints for Python 3.8+"
 optional = false
 python-versions = ">=3.8"
+groups = ["main", "benchmark", "dev", "typing"]
 files = [
     {file = "typing_extensions-4.12.2-py3-none-any.whl", hash = "sha256:04e5ca0351e0f3f85c6853954072df659d0d13fac324d0072316b67d7794700d"},
     {file = "typing_extensions-4.12.2.tar.gz", hash = "sha256:1a7ead55c7e559dd4dee8856e3a88b41225abfe1ce8df57b7c13915fe121ffb8"},
@@ -3351,6 +3540,7 @@ version = "1.4.3"
 description = "URL normalization for Python"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*"
+groups = ["dev"]
 files = [
     {file = "url-normalize-1.4.3.tar.gz", hash = "sha256:d23d3a070ac52a67b83a1c59a0e68f8608d1cd538783b401bc9de2c0fac999b2"},
     {file = "url_normalize-1.4.3-py2.py3-none-any.whl", hash = "sha256:ec3c301f04e5bb676d333a7fa162fa977ad2ca04b7e652bfc9fac4e405728eed"},
@@ -3365,6 +3555,8 @@ version = "1.26.20"
 description = "HTTP library with thread-safe connection pooling, file post, and more."
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,>=2.7"
+groups = ["main", "dev"]
+markers = "python_version < \"3.10\""
 files = [
     {file = "urllib3-1.26.20-py2.py3-none-any.whl", hash = "sha256:0ed14ccfbf1c30a9072c7ca157e4319b70d65f623e91e7b32fadb2853431016e"},
     {file = "urllib3-1.26.20.tar.gz", hash = "sha256:40c2dc0c681e47eb8f90e7e27bf6ff7df2e677421fd46756da1161c39ca70d32"},
@@ -3381,6 +3573,8 @@ version = "2.3.0"
 description = "HTTP library with thread-safe connection pooling, file post, and more."
 optional = false
 python-versions = ">=3.9"
+groups = ["main", "dev", "typing"]
+markers = "python_version >= \"3.10\""
 files = [
     {file = "urllib3-2.3.0-py3-none-any.whl", hash = "sha256:1cee9ad369867bfdbbb48b7dd50374c0967a0bb7710050facf0dd6911440e3df"},
     {file = "urllib3-2.3.0.tar.gz", hash = "sha256:f8c5449b3cf0861679ce7e0503c7b44b5ec981bec0d1d3795a07f1ba96f0204d"},
@@ -3398,6 +3592,7 @@ version = "3.1.3"
 description = "The comprehensive WSGI web application library."
 optional = false
 python-versions = ">=3.9"
+groups = ["dev"]
 files = [
     {file = "werkzeug-3.1.3-py3-none-any.whl", hash = "sha256:54b78bf3716d19a65be4fceccc0d1d7b89e608834989dfae50ea87564639213e"},
     {file = "werkzeug-3.1.3.tar.gz", hash = "sha256:60723ce945c19328679790e3282cc758aa4a6040e4bb330f53d30fa546d44746"},
@@ -3415,6 +3610,8 @@ version = "1.17.0"
 description = "Module for decorators, wrappers and monkey patching."
 optional = true
 python-versions = ">=3.8"
+groups = ["main"]
+markers = "extra == \"s3\""
 files = [
     {file = "wrapt-1.17.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:2a0c23b8319848426f305f9cb0c98a6e32ee68a36264f45948ccf8e7d2b941f8"},
     {file = "wrapt-1.17.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:b1ca5f060e205f72bec57faae5bd817a1560fcfc4af03f414b08fa29106b7e2d"},
@@ -3489,6 +3686,7 @@ version = "1.2.0"
 description = "A rewrite of the builtin doctest module"
 optional = false
 python-versions = ">=3.8"
+groups = ["dev"]
 files = [
     {file = "xdoctest-1.2.0-py3-none-any.whl", hash = "sha256:0f1ecf5939a687bd1fc8deefbff1743c65419cce26dff908f8b84c93fbe486bc"},
     {file = "xdoctest-1.2.0.tar.gz", hash = "sha256:d8cfca6d8991e488d33f756e600d35b9fdf5efd5c3a249d644efcbbbd2ed5863"},
@@ -3516,6 +3714,7 @@ version = "0.14.2"
 description = "Makes working with XML feel like you are working with JSON"
 optional = false
 python-versions = ">=3.6"
+groups = ["dev"]
 files = [
     {file = "xmltodict-0.14.2-py2.py3-none-any.whl", hash = "sha256:20cc7d723ed729276e808f26fb6b3599f786cbc37e06c65e192ba77c40f20aac"},
     {file = "xmltodict-0.14.2.tar.gz", hash = "sha256:201e7c28bb210e374999d1dde6382923ab0ed1a8a5faeece48ab525b7810a553"},
@@ -3527,6 +3726,8 @@ version = "1.18.3"
 description = "Yet another URL library"
 optional = true
 python-versions = ">=3.9"
+groups = ["main"]
+markers = "extra == \"s3\""
 files = [
     {file = "yarl-1.18.3-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:7df647e8edd71f000a5208fe6ff8c382a1de8edfbccdbbfe649d263de07d8c34"},
     {file = "yarl-1.18.3-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:c69697d3adff5aa4f874b19c0e4ed65180ceed6318ec856ebc423aa5850d84f7"},
@@ -3623,6 +3824,8 @@ version = "3.21.0"
 description = "Backport of pathlib-compatible object wrapper for zip files"
 optional = false
 python-versions = ">=3.9"
+groups = ["main", "benchmark"]
+markers = "python_version < \"3.12\""
 files = [
     {file = "zipp-3.21.0-py3-none-any.whl", hash = "sha256:ac1bbe05fd2991f160ebce24ffbac5f6d11d83dc90891255885223d42b3cd931"},
     {file = "zipp-3.21.0.tar.gz", hash = "sha256:2c9958f6430a2040341a52eb608ed6dd93ef4392e02ffe219417c1b28b5dd1f4"},
@@ -3646,6 +3849,6 @@ ssh = ["paramiko"]
 testing = ["pytest"]
 
 [metadata]
-lock-version = "2.0"
+lock-version = "2.1"
 python-versions = ">=3.9"
-content-hash = "e232734d4ae14a05f1938a021e2c90904efcdef03b42977389432a75c0dbe9a1"
+content-hash = "2612198383af16aabc9f3370538338e12e2718e1f4fb610bd9601cfb7884c472"
diff --git a/pyproject.toml b/pyproject.toml
index cc3157374..3c8e6539f 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,13 +1,11 @@
-[tool.poetry]
+[project]
 name = "singer-sdk"
-version = "0.0.0"
+dynamic = [
+    "version"
+]
 description = "A framework for building Singer taps"
-authors = ["Meltano Team and Contributors <hello@meltano.com>"]
-maintainers = ["Meltano Team and Contributors <hello@meltano.com>"]
-readme = "README.md"
-homepage = "https://sdk.meltano.com/en/latest/"
-repository = "https://github.com/meltano/sdk"
-documentation = "https://sdk.meltano.com/en/latest/"
+authors = [{ name = "Meltano Team and Contributors", email = "hello@meltano.com" }]
+maintainers = [{ name = "Meltano Team and Contributors", email = "hello@meltano.com" }]
 keywords = [
     "Meltano",
     "Singer",
@@ -28,105 +26,103 @@ classifiers = [
     "Topic :: Software Development :: Libraries :: Application Frameworks",
     "Typing :: Typed",
 ]
-license = "Apache-2.0"
-
-[tool.poetry.urls]
-"Issue Tracker" = "https://github.com/meltano/sdk/issues"
-"Twitter" = "https://twitter.com/meltanodata/"
-"Changelog" = "https://github.com/meltano/sdk/blob/main/CHANGELOG.md"
-"Slack" = "https://meltano.com/slack"
-"Youtube" = "https://www.youtube.com/meltano"
-
-[tool.poetry.dependencies]
-python = ">=3.9"
-backoff = { version = ">=2.0.0", python = "<4" }
-backports-datetime-fromisoformat = { version = ">=2.0.1", python = "<3.11" }
-click = "~=8.0"
-fs = ">=2.4.16"
-fsspec = ">=2024.9.0"
-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 = "<3.10" }
-inflection = ">=0.5.1"
-joblib = ">=1.3.0"
-jsonpath-ng = ">=1.5.3"
-jsonschema = ">=4.16.0"
-packaging = ">=23.1"
-python-dotenv = ">=0.20"
-PyYAML = ">=6.0"
-referencing = ">=0.30.0"
-requests = ">=2.25.1"
-# TODO: remove this constraint once we get rid of the `fs` dependency
-# newer setuptools versions are incompatible with some dependencies (fs)
-setuptools = "<=70.3.0"
-simpleeval = ">=0.9.13,!=1.0.1"
-simplejson = ">=3.17.6"
-sqlalchemy = ">=1.4,<3.0"
-typing-extensions = ">=4.5.0"
-urllib3 = [
-    { version = "<2", python = "<3.10" },
-    { version = "*", python = ">=3.10" },
+readme = "README.md"
+license.file = "LICENSE"
+requires-python = ">=3.9"
+
+dependencies = [
+    'backoff>=2.0.0; python_version<"4"',
+    'backports-datetime-fromisoformat>=2.0.1; python_version<"3.11"',
+    "click~=8.0",
+    "fs>=2.4.16",
+    "fsspec>=2024.9.0",
+    'importlib-metadata<9.0.0; python_version<"3.12"',
+    'importlib-resources>=5.12.0,!=6.2.0,!=6.3.0,!=6.3.1; python_version<"3.10"',
+    "inflection>=0.5.1",
+    "joblib>=1.3.0",
+    "jsonpath-ng>=1.5.3",
+    "jsonschema>=4.16.0",
+    "packaging>=23.1",
+    "python-dotenv>=0.20",
+    "PyYAML>=6.0",
+    "referencing>=0.30.0",
+    "requests>=2.25.1",
+    # TODO: remove this constraint once we get rid of the `fs` dependency
+    # newer setuptools versions are incompatible with some dependencies (fs)
+    "setuptools<=70.3.0",
+    "simpleeval>=0.9.13,!=1.0.1",
+    "simplejson>=3.17.6",
+    "sqlalchemy>=1.4,<3.0",
+    "typing-extensions>=4.5.0",
+    'urllib3<2; python_version<"3.10"',
+    'urllib3; python_version>="3.10"',
 ]
 
+[project.optional-dependencies]
 # Sphinx dependencies installed as optional 'docs' extras
 # https://github.com/readthedocs/readthedocs.org/issues/4912#issuecomment-664002569
-furo = {version = ">=2024.5.6", optional = true}
-myst-parser = {version = ">=3", optional = true}
-sphinx = {version = ">=7", optional = true}
-sphinx-copybutton = {version = ">=0.5.2", optional = true}
-sphinx-inline-tabs = {version = ">=2023.4.21", optional = true}
-sphinx-notfound-page = {version = ">=1.0.0", optional = true}
-sphinx-reredirects = {version = ">=0.1.5", optional = true}
+docs = [
+    "furo>=2024.5.6",
+    "myst-parser>=3",
+    "pytest>=7.2.1",
+    "sphinx>=7",
+    "sphinx-copybutton>=0.5.2",
+    "sphinx-inline-tabs>=2023.4.21",
+    "sphinx-notfound-page>=1.0.0",
+    "sphinx-reredirects>=0.1.5",
+]
 
 # File storage dependencies installed as optional 'filesystem' extras
-fs-s3fs = {version = ">=1.1.1", optional = true}
-s3fs = { version = ">=2024.9.0", optional = true }
+s3 = [
+    "fs-s3fs>=1.1.1",
+    "s3fs>=2024.9.0",
+]
 
 # Parquet file dependencies installed as optional 'parquet' extras
 # We add Python constraints to force Poetry to add the latest supported Numpy version
 # for all Python versions to 'poetry.lock'. If we don't do this, Poetry will add only
 # the version of Numpy that is compatible with the earliest Python version supported
 # by this project, but that may not be compatible with the latest Python version.
-numpy = [
-    { version = ">=1.22,<2.1", python = "==3.9", optional = true },
-    { version = ">=1.22", python = ">=3.10", optional = true },
+parquet = [
+    "numpy>=1.22,<2.1; python_version=='3.9'",
+    "numpy>=1.22; python_version>='3.10'",
+    "pyarrow>=13",
 ]
-pyarrow = { version = ">=13", optional = true }
 
 # Testing dependencies installed as optional 'testing' extras
-pytest = {version=">=7.2.1", optional = true}
+testing = [
+    "pytest>=7.2.1",
+]
 
 # installed as optional 'faker' extra
-faker = {version = ">=22.5", optional = true}
+faker = [
+    "faker>=22.5",
+]
 
 # Crypto extras
-cryptography = { version = ">=3.4.6", optional = true }
-PyJWT = { version = "~=2.4", optional = true }
-
-# SSH extras
-paramiko = { version = ">=3.3.0", optional = true }
-
-[tool.poetry.extras]
 jwt = [
-    "cryptography",
-    "PyJWT",
+    "cryptography>=3.4.6",
+    "PyJWT~=2.4",
 ]
-docs = [
-    "furo",
-    "myst-parser",
-    "pytest",
-    "sphinx",
-    "sphinx-copybutton",
-    "sphinx-inline-tabs",
-    "sphinx-notfound-page",
-    "sphinx-reredirects",
-]
-s3 = ["fs-s3fs", "s3fs"]
-ssh = ["paramiko"]
-testing = [
-    "pytest",
+
+# SSH extras
+ssh = [
+    "paramiko>=3.3.0",
 ]
-parquet = ["numpy", "pyarrow"]
-faker = ["faker"]
+
+[project.urls]
+Homepage = "https://sdk.meltano.com/en/latest/"
+Repository = "https://github.com/meltano/sdk"
+Documentation = "https://sdk.meltano.com/en/latest/"
+"Issue Tracker" = "https://github.com/meltano/sdk/issues"
+"Twitter" = "https://twitter.com/meltanodata/"
+"Changelog" = "https://github.com/meltano/sdk/blob/main/CHANGELOG.md"
+"Slack" = "https://meltano.com/slack"
+"Youtube" = "https://www.youtube.com/meltano"
+
+[tool.poetry]
+requires-poetry = ">=2.0"
+version = "0.0.0"
 
 [tool.poetry.group.dev.dependencies]
 coverage = {extras = ["toml"], version = ">=7.4"}
@@ -239,17 +235,13 @@ show_missing = true
 
 [tool.deptry]
 known_first_party = ["singer_sdk"]
-pep621_dev_dependency_groups = ["testing"]
+pep621_dev_dependency_groups = ["docs", "testing"]
 
 [tool.deptry.package_module_name_map]
 backports-datetime-fromisoformat = "backports"
 importlib-metadata = "importlib_metadata"
 importlib-resources = "importlib_resources"
 PyJWT = "jwt"
-types-jsonschema = "jsonschema"
-types-pytz = "pytz"
-types-PyYAML = "yaml"
-types-requests = "requests"
 
 [tool.deptry.per_rule_ignores]
 DEP002 = [
@@ -257,21 +249,15 @@ DEP002 = [
     "numpy",
     "setuptools",
     "urllib3",
-    # Python version-specific dependencies
-    "backports-datetime-fromisoformat",
-    # Docs extras
-    "furo",
-    "myst-parser",
-    "sphinx",
-    "sphinx-copybutton",
-    "sphinx-inline-tabs",
-    "sphinx-notfound-page",
-    "sphinx-reredirects",
     # Plugins
     "paramiko",
     "fs-s3fs",
     "s3fs",
 ]
+DEP004 = [
+    # TODO: Make pytest a runtime dependency?
+    "pytest",
+]
 
 [tool.mypy]
 enable_error_code = ["ignore-without-code", "redundant-expr", "truthy-bool"]
@@ -300,13 +286,16 @@ enable = true
 style = "pep440"
 
 [build-system]
-requires = ["poetry-core==1.9.0", "poetry-dynamic-versioning==1.4.0"]
+requires = [
+    "poetry-core>=2,<3",
+    "poetry-dynamic-versioning",
+]
 build-backend = "poetry_dynamic_versioning.backend"
 
-[tool.poetry.plugins."pytest11"]
+[project.entry-points."pytest11"]
 singer_testing = "singer_sdk.testing.pytest_plugin"
 
-[tool.poetry.plugins."singer_sdk.batch_encoders"]
+[project.entry-points."singer_sdk.batch_encoders"]
 jsonl = "singer_sdk.contrib.batch_encoder_jsonl:JSONLinesBatcher"
 parquet = "singer_sdk.contrib.batch_encoder_parquet:ParquetBatcher"
 
@@ -315,7 +304,6 @@ extend-exclude = [
     "cookiecutter/*",
 ]
 line-length = 88
-target-version = "py39"
 
 [tool.ruff.format]
 docstring-code-format = true

From 925aaf7a618775135c6872ca37aeb2cc7a79de54 Mon Sep 17 00:00:00 2001
From: "pre-commit-ci[bot]"
 <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Date: Fri, 10 Jan 2025 11:39:14 -0600
Subject: [PATCH 17/23] chore: pre-commit autoupdate (#2824)
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

updates:
- [github.com/astral-sh/ruff-pre-commit: v0.8.4 → v0.8.6](https://github.com/astral-sh/ruff-pre-commit/compare/v0.8.4...v0.8.6)
- [github.com/python-poetry/poetry: 1.8.0 → 2.0.0](https://github.com/python-poetry/poetry/compare/1.8.0...2.0.0)

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>
---
 .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 91ac9dec5..7e38e46db 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -44,7 +44,7 @@ repos:
   - id: check-readthedocs
 
 - repo: https://github.com/astral-sh/ruff-pre-commit
-  rev: v0.8.4
+  rev: v0.8.6
   hooks:
   - id: ruff
     args: [--fix, --exit-non-zero-on-fix, --show-fixes]

From ecfc71dfaefe2f2e9fc5d437f2d4e6368b24b97e 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, 10 Jan 2025 12:12:15 -0600
Subject: [PATCH 18/23] chore: Fix typo PyPi -> PyPI (#2825)

---
 .../mapper-template/{{cookiecutter.mapper_id}}/README.md      | 4 ++--
 cookiecutter/tap-template/{{cookiecutter.tap_id}}/README.md   | 4 ++--
 .../target-template/{{cookiecutter.target_id}}/README.md      | 4 ++--
 docs/python_tips.md                                           | 2 +-
 samples/sample_tap_dummy_json/README.md                       | 4 ++--
 5 files changed, 9 insertions(+), 9 deletions(-)

diff --git a/cookiecutter/mapper-template/{{cookiecutter.mapper_id}}/README.md b/cookiecutter/mapper-template/{{cookiecutter.mapper_id}}/README.md
index ded365fb2..8f24517b3 100644
--- a/cookiecutter/mapper-template/{{cookiecutter.mapper_id}}/README.md
+++ b/cookiecutter/mapper-template/{{cookiecutter.mapper_id}}/README.md
@@ -6,11 +6,11 @@ Built with the [Meltano Mapper SDK](https://sdk.meltano.com) for Singer Mappers.
 
 <!--
 
-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.
+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:
+Install from PyPI:
 
 ```bash
 pipx install {{ cookiecutter.mapper_id }}
diff --git a/cookiecutter/tap-template/{{cookiecutter.tap_id}}/README.md b/cookiecutter/tap-template/{{cookiecutter.tap_id}}/README.md
index 2136340ef..fd45e8697 100644
--- a/cookiecutter/tap-template/{{cookiecutter.tap_id}}/README.md
+++ b/cookiecutter/tap-template/{{cookiecutter.tap_id}}/README.md
@@ -6,11 +6,11 @@ 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.
+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:
+Install from PyPI:
 
 ```bash
 pipx install {{ cookiecutter.tap_id }}
diff --git a/cookiecutter/target-template/{{cookiecutter.target_id}}/README.md b/cookiecutter/target-template/{{cookiecutter.target_id}}/README.md
index 6733f0fc0..0b6b20569 100644
--- a/cookiecutter/target-template/{{cookiecutter.target_id}}/README.md
+++ b/cookiecutter/target-template/{{cookiecutter.target_id}}/README.md
@@ -6,11 +6,11 @@ Build with the [Meltano Target SDK](https://sdk.meltano.com).
 
 <!--
 
-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.
+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:
+Install from PyPI:
 
 ```bash
 pipx install {{ cookiecutter.target_id }}
diff --git a/docs/python_tips.md b/docs/python_tips.md
index 73a84ea7f..b26cae6d3 100644
--- a/docs/python_tips.md
+++ b/docs/python_tips.md
@@ -39,7 +39,7 @@ creating and managing virtual environments, these two tools automate the process
     `poetry add -D <pippable-dev-only-ref>`.
   - If version conflicts occur, relax the version constraints in `pyproject.toml` for the
     libraries where the conflict is reported, then try again.
-  - Poetry can also publish your libraries to PyPi.
+  - Poetry can also publish your libraries to PyPI.
 - **pipx**: Install pipx once, and then use pipx _instead of_ pip.
   - If you are using poetry for development, then all other pip-installables should be
     executable tools and programs, which is what pipx is designed for.
diff --git a/samples/sample_tap_dummy_json/README.md b/samples/sample_tap_dummy_json/README.md
index 92ff0cbe4..2cbea6852 100644
--- a/samples/sample_tap_dummy_json/README.md
+++ b/samples/sample_tap_dummy_json/README.md
@@ -6,11 +6,11 @@ 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.
+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:
+Install from PyPI:
 
 ```bash
 pipx install tap-dummyjson

From b6581348c87c4e0549bc9171edfcda0cd10d0735 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 13 Jan 2025 12:16:00 -0600
Subject: [PATCH 19/23] chore(deps): bump poetry from 2.0.0 to 2.0.1 in
 /.github/workflows in the ci group (#2826)

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

Bumps the ci group in /.github/workflows with 1 update: [poetry](https://github.com/python-poetry/poetry).


Updates `poetry` from 2.0.0 to 2.0.1
- [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/2.0.0...2.0.1)

---
updated-dependencies:
- dependency-name: poetry
  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 7d9e81ba1..ab1f8e1ac 100644
--- a/.github/workflows/constraints.txt
+++ b/.github/workflows/constraints.txt
@@ -1,5 +1,5 @@
 griffe~=1.5
 pip==24.3.1
-poetry==2.0.0
+poetry==2.0.1
 pre-commit==4.0.1
 nox==2024.10.9

From a8e6bf0ac6cc871c7fbc299df3e4d9f3a42f590d 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, 13 Jan 2025 13:17:52 -0600
Subject: [PATCH 20/23] chore: Run `poetry lock --regenerate` (#2827)

---
 poetry.lock    | 349 ++++++++++++++++++++++++++-----------------------
 pyproject.toml |   3 +
 2 files changed, 185 insertions(+), 167 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 25115a0a0..79197f0c9 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,27 +1,34 @@
-# This file is automatically @generated by Poetry 2.0.0 and should not be changed by hand.
+# This file is automatically @generated by Poetry 2.0.1 and should not be changed by hand.
 
 [[package]]
 name = "aiobotocore"
-version = "2.16.1"
+version = "2.17.0"
 description = "Async client for aws services using botocore and aiohttp"
 optional = true
 python-versions = ">=3.8"
 groups = ["main"]
 markers = "extra == \"s3\""
 files = [
-    {file = "aiobotocore-2.16.1-py3-none-any.whl", hash = "sha256:e7cf6295471224c82a111deaf31c2c3a4bcd6dbd6973e75c7fc4739fcccd5b0b"},
-    {file = "aiobotocore-2.16.1.tar.gz", hash = "sha256:0f94904c6a1d14d5aac0502fcc1d721b95ee60d46d8a0e546f6203de0410d522"},
+    {file = "aiobotocore-2.17.0-py3-none-any.whl", hash = "sha256:aedccd5368a64401233ef9f27983d3d3cb6a507a6ca981f5ec1df014c00e260e"},
+    {file = "aiobotocore-2.17.0.tar.gz", hash = "sha256:a3041333c565bff9d63b4468bee4944f2d81cff63a45b10e5cc652f3837f9cc2"},
 ]
 
 [package.dependencies]
 aiohttp = ">=3.9.2,<4.0.0"
 aioitertools = ">=0.5.1,<1.0.0"
-botocore = ">=1.35.74,<1.35.89"
+botocore = ">=1.35.74,<1.35.94"
+jmespath = ">=0.7.1,<2.0.0"
+multidict = ">=6.0.0,<7.0.0"
+python-dateutil = ">=2.1,<3.0.0"
+urllib3 = [
+    {version = ">=1.25.4,<1.27", markers = "python_version < \"3.10\""},
+    {version = ">=1.25.4,<2.2.0 || >2.2.0,<3", markers = "python_version >= \"3.10\""},
+]
 wrapt = ">=1.10.10,<2.0.0"
 
 [package.extras]
-awscli = ["awscli (>=1.36.15,<1.36.30)"]
-boto3 = ["boto3 (>=1.35.74,<1.35.89)"]
+awscli = ["awscli (>=1.36.15,<1.36.35)"]
+boto3 = ["boto3 (>=1.35.74,<1.35.94)"]
 
 [[package]]
 name = "aiohappyeyeballs"
@@ -382,19 +389,19 @@ lxml = ["lxml"]
 
 [[package]]
 name = "boto3"
-version = "1.35.88"
+version = "1.35.93"
 description = "The AWS SDK for Python"
 optional = false
 python-versions = ">=3.8"
 groups = ["main", "dev"]
 files = [
-    {file = "boto3-1.35.88-py3-none-any.whl", hash = "sha256:7bc9b27ad87607256470c70a86c8b8c319ddd6ecae89cc191687cbf8ccb7b6a6"},
-    {file = "boto3-1.35.88.tar.gz", hash = "sha256:43c6a7a70bb226770a82a601870136e3bb3bf2808f4576ab5b9d7d140dbf1323"},
+    {file = "boto3-1.35.93-py3-none-any.whl", hash = "sha256:7de2c44c960e486f3c57e5203ea6393c6c4f0914c5f81c789ceb8b5d2ba5d1c5"},
+    {file = "boto3-1.35.93.tar.gz", hash = "sha256:2446e819cf4e295833474cdcf2c92bc82718ce537e9ee1f17f7e3d237f60e69b"},
 ]
 markers = {main = "extra == \"s3\""}
 
 [package.dependencies]
-botocore = ">=1.35.88,<1.36.0"
+botocore = ">=1.35.93,<1.36.0"
 jmespath = ">=0.7.1,<2.0.0"
 s3transfer = ">=0.10.0,<0.11.0"
 
@@ -403,14 +410,14 @@ crt = ["botocore[crt] (>=1.21.0,<2.0a0)"]
 
 [[package]]
 name = "botocore"
-version = "1.35.88"
+version = "1.35.93"
 description = "Low-level, data-driven core of boto 3."
 optional = false
 python-versions = ">=3.8"
 groups = ["main", "dev"]
 files = [
-    {file = "botocore-1.35.88-py3-none-any.whl", hash = "sha256:e60cc3fbe8d7a10f70e7e852d76be2b29f23ead418a5899d366ea32b1eacb5a5"},
-    {file = "botocore-1.35.88.tar.gz", hash = "sha256:58dcd9a464c354b8c6c25261d8de830d175d9739eae568bf0c52e57116fb03c6"},
+    {file = "botocore-1.35.93-py3-none-any.whl", hash = "sha256:47f7161000af6036f806449e3de12acdd3ec11aac7f5578e43e96241413a0f8f"},
+    {file = "botocore-1.35.93.tar.gz", hash = "sha256:b8d245a01e7d64c41edcf75a42be158df57b9518a83a3dbf5c7e4b8c2bc540cc"},
 ]
 markers = {main = "extra == \"s3\""}
 
@@ -908,15 +915,15 @@ files = [
 
 [[package]]
 name = "duckdb-engine"
-version = "0.14.0"
+version = "0.14.2"
 description = "SQLAlchemy driver for duckdb"
 optional = false
 python-versions = "<4,>=3.8"
 groups = ["dev"]
 markers = "python_version < \"4\""
 files = [
-    {file = "duckdb_engine-0.14.0-py3-none-any.whl", hash = "sha256:583b52cbcd5071119a3171e50d81797ff8096eb5a4313ec636b6a173e547dc53"},
-    {file = "duckdb_engine-0.14.0.tar.gz", hash = "sha256:7fc49646274fa195e15f02b62270a694b04c810004e10c5a805f9c2076f0c933"},
+    {file = "duckdb_engine-0.14.2-py3-none-any.whl", hash = "sha256:9c0634e53b91a2b43bbd74b06f275eca80acd7ad02ebb0193ef6d9a22ed29b49"},
+    {file = "duckdb_engine-0.14.2.tar.gz", hash = "sha256:a1e068d8c61d3368405a35740e652b236ae23e98fbbfbe02093855586e07caaf"},
 ]
 
 [package.dependencies]
@@ -942,15 +949,15 @@ test = ["pytest (>=6)"]
 
 [[package]]
 name = "faker"
-version = "33.3.0"
+version = "33.3.1"
 description = "Faker is a Python package that generates fake data for you."
 optional = true
 python-versions = ">=3.8"
 groups = ["main"]
 markers = "extra == \"faker\""
 files = [
-    {file = "Faker-33.3.0-py3-none-any.whl", hash = "sha256:ae074d9c7ef65817a93b448141a5531a16b2ea2e563dc5774578197c7c84060c"},
-    {file = "faker-33.3.0.tar.gz", hash = "sha256:2abb551a05b75d268780b6095100a48afc43c53e97422002efbfc1272ebf5f26"},
+    {file = "Faker-33.3.1-py3-none-any.whl", hash = "sha256:ac4cf2f967ce02c898efa50651c43180bd658a7707cfd676fcc5410ad1482c03"},
+    {file = "faker-33.3.1.tar.gz", hash = "sha256:49dde3b06a5602177bc2ad013149b6f60a290b7154539180d37b6f876ae79b20"},
 ]
 
 [package.dependencies]
@@ -1179,7 +1186,7 @@ description = "Lightweight in-process concurrent programming"
 optional = false
 python-versions = ">=3.7"
 groups = ["main", "dev"]
-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\")"
+markers = "python_version < \"3.14\" 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\")"
 files = [
     {file = "greenlet-3.1.1-cp310-cp310-macosx_11_0_universal2.whl", hash = "sha256:0bbae94a29c9e5c7e4a2b7f0aae5c17e8e90acbfd3bf6270eeba60c39fce3563"},
     {file = "greenlet-3.1.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:0fde093fb93f35ca72a556cf72c92ea3ebfda3d79fc35bb19fbe685853869a83"},
@@ -1593,14 +1600,14 @@ markers = {main = "extra == \"docs\""}
 
 [[package]]
 name = "moto"
-version = "5.0.25"
+version = "5.0.26"
 description = "A library that allows you to easily mock out tests based on AWS infrastructure"
 optional = false
 python-versions = ">=3.8"
 groups = ["dev"]
 files = [
-    {file = "moto-5.0.25-py3-none-any.whl", hash = "sha256:ab790f9d7d08f30667a196af7cacead03e76c10be2d1148ea00a731d47918a1e"},
-    {file = "moto-5.0.25.tar.gz", hash = "sha256:deea8b158cec5a65c9635ae1fff4579d735b11ac8a0e5226fbbeb742ce0ce6b2"},
+    {file = "moto-5.0.26-py3-none-any.whl", hash = "sha256:803831f427ca6c0452ae4fb898d731cfc19906466a33a88cbc1076abcbfcbba7"},
+    {file = "moto-5.0.26.tar.gz", hash = "sha256:6829f58a670a087e7c5b63f8183c6b72d64a1444e420c212250b7326b69a9183"},
 ]
 
 [package.dependencies]
@@ -2222,14 +2229,14 @@ markers = {main = "extra == \"ssh\" or extra == \"jwt\" and platform_python_impl
 
 [[package]]
 name = "pygments"
-version = "2.18.0"
+version = "2.19.1"
 description = "Pygments is a syntax highlighting package written in Python."
 optional = false
 python-versions = ">=3.8"
 groups = ["main", "benchmark"]
 files = [
-    {file = "pygments-2.18.0-py3-none-any.whl", hash = "sha256:b8e6aca0523f3ab76fee51799c488e38782ac06eafcf95e7ba832985c8e7b13a"},
-    {file = "pygments-2.18.0.tar.gz", hash = "sha256:786ff802f32e91311bff3889f6e9a86e81505fe99f2735bb6d60ae0c5004f199"},
+    {file = "pygments-2.19.1-py3-none-any.whl", hash = "sha256:9ea1544ad55cecf4b8242fab6dd35a93bbce657034b0611ee383099054ab6d8c"},
+    {file = "pygments-2.19.1.tar.gz", hash = "sha256:61c16d2a8576dc0649d9f39e089b5f02bcd27fba10d8fb4dcc28173f7a45151f"},
 ]
 markers = {main = "extra == \"docs\""}
 
@@ -2330,23 +2337,24 @@ histogram = ["pygal", "pygaljs", "setuptools"]
 
 [[package]]
 name = "pytest-codspeed"
-version = "3.1.0"
+version = "3.1.2"
 description = "Pytest plugin to create CodSpeed benchmarks"
 optional = false
 python-versions = ">=3.9"
 groups = ["benchmark"]
 files = [
-    {file = "pytest_codspeed-3.1.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:1cb7c16e5a64cb30bad30f5204c7690f3cbc9ae5b9839ce187ef1727aa5d2d9c"},
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-    {file = "pytest_codspeed-3.1.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:fb1495a633a33e15268a1f97d91a4809c868de06319db50cf97b4e9fa426372c"},
-    {file = "pytest_codspeed-3.1.0-cp311-cp311-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:dbd8a54b99207bd25a4c3f64d9a83ac0f3def91cdd87204ca70a49f822ba919c"},
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+    {file = "pytest_codspeed-3.1.2-cp39-cp39-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:b67205755a665593f6521a98317d02a9d07d6fdc593f6634de2c94dea47a3055"},
+    {file = "pytest_codspeed-3.1.2-py3-none-any.whl", hash = "sha256:5e7ed0315e33496c5c07dba262b50303b8d0bc4c3d10bf1d422a41e70783f1cb"},
+    {file = "pytest_codspeed-3.1.2.tar.gz", hash = "sha256:09c1733af3aab35e94a621aa510f2d2114f65591e6f644c42ca3f67547edad4b"},
 ]
 
 [package.dependencies]
@@ -2586,14 +2594,14 @@ fixture = ["fixtures"]
 
 [[package]]
 name = "responses"
-version = "0.25.3"
+version = "0.25.5"
 description = "A utility library for mocking out the `requests` Python library."
 optional = false
 python-versions = ">=3.8"
 groups = ["dev"]
 files = [
-    {file = "responses-0.25.3-py3-none-any.whl", hash = "sha256:521efcbc82081ab8daa588e08f7e8a64ce79b91c39f6e62199b19159bea7dbcb"},
-    {file = "responses-0.25.3.tar.gz", hash = "sha256:617b9247abd9ae28313d57a75880422d55ec63c29d33d629697590a034358dba"},
+    {file = "responses-0.25.5-py3-none-any.whl", hash = "sha256:b3e1ae252f69301b84146ff615a869a4182fbe17e8b606f1ac54142515dad5eb"},
+    {file = "responses-0.25.5.tar.gz", hash = "sha256:e53991613f76d17ba293c1e3cce8af107c5c7a6a513edf25195aafd89a870dd3"},
 ]
 
 [package.dependencies]
@@ -3220,73 +3228,73 @@ test = ["pytest"]
 
 [[package]]
 name = "sqlalchemy"
-version = "2.0.36"
+version = "2.0.37"
 description = "Database Abstraction Library"
 optional = false
 python-versions = ">=3.7"
 groups = ["main", "dev"]
 files = [
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 [package.extras]
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+    {file = "wrapt-1.17.1-py3-none-any.whl", hash = "sha256:f3117feb1fc479eaf84b549d3f229d5d2abdb823f003bc2a1c6dd70072912fa0"},
+    {file = "wrapt-1.17.1.tar.gz", hash = "sha256:16b2fdfa09a74a3930175b6d9d7d008022aa72a4f02de2b3eecafcc1adfd3cfe"},
 ]
 
 [[package]]
diff --git a/pyproject.toml b/pyproject.toml
index 3c8e6539f..75c2aae07 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -124,6 +124,9 @@ Documentation = "https://sdk.meltano.com/en/latest/"
 requires-poetry = ">=2.0"
 version = "0.0.0"
 
+[tool.poetry.requires-plugins]
+poetry-dynamic-versioning = { version = ">=1.0.0,<2.0.0", extras = ["plugin"] }
+
 [tool.poetry.group.dev.dependencies]
 coverage = {extras = ["toml"], version = ">=7.4"}
 deptry = ">=0.15.0"

From 8638b07ca26a64388321af16d40ec4654d296d7b Mon Sep 17 00:00:00 2001
From: "pre-commit-ci[bot]"
 <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Date: Mon, 13 Jan 2025 17:09:05 -0600
Subject: [PATCH 21/23] chore: pre-commit autoupdate (#2828)
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: 0.30.0 → 0.31.0](https://github.com/python-jsonschema/check-jsonschema/compare/0.30.0...0.31.0)
- [github.com/astral-sh/ruff-pre-commit: v0.8.6 → v0.9.1](https://github.com/astral-sh/ruff-pre-commit/compare/v0.8.6...v0.9.1)
- [github.com/python-poetry/poetry: 2.0.0 → 2.0.1](https://github.com/python-poetry/poetry/compare/2.0.0...2.0.1)

* [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               |  6 +++---
 singer_sdk/_singerlib/catalog.py      |  3 +--
 singer_sdk/testing/tap_tests.py       | 12 ++++++------
 singer_sdk/testing/templates.py       |  6 +++---
 tests/core/test_catalog_selection.py  |  6 +++---
 tests/core/test_jsonschema_helpers.py | 12 ++++++------
 tests/core/test_state_handling.py     |  6 +++---
 tests/external/test_tap_gitlab.py     | 12 ++++++------
 tests/samples/test_target_sqlite.py   |  6 +++---
 9 files changed, 34 insertions(+), 35 deletions(-)

diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 7e38e46db..db4016c54 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -37,14 +37,14 @@ repos:
   - id: trailing-whitespace
 
 - repo: https://github.com/python-jsonschema/check-jsonschema
-  rev: 0.30.0
+  rev: 0.31.0
   hooks:
   - id: check-dependabot
   - id: check-github-workflows
   - id: check-readthedocs
 
 - repo: https://github.com/astral-sh/ruff-pre-commit
-  rev: v0.8.6
+  rev: v0.9.1
   hooks:
   - id: ruff
     args: [--fix, --exit-non-zero-on-fix, --show-fixes]
@@ -59,6 +59,6 @@ repos:
       )$
 
 - repo: https://github.com/python-poetry/poetry
-  rev: 2.0.0
+  rev: 2.0.1
   hooks:
   - id: poetry-check
diff --git a/singer_sdk/_singerlib/catalog.py b/singer_sdk/_singerlib/catalog.py
index c1281e091..0dc7ef8b1 100644
--- a/singer_sdk/_singerlib/catalog.py
+++ b/singer_sdk/_singerlib/catalog.py
@@ -268,8 +268,7 @@ def _breadcrumb_is_selected(self, breadcrumb: Breadcrumb) -> bool:  # noqa: PLR0
             return md_entry.selected_by_default
 
         logger.debug(
-            "Selection metadata omitted for '%s'. "
-            "Using parent value of selected=%s.",
+            "Selection metadata omitted for '%s'. Using parent value of selected=%s.",
             breadcrumb,
             parent_value,
         )
diff --git a/singer_sdk/testing/tap_tests.py b/singer_sdk/testing/tap_tests.py
index b5e936b26..becc8a667 100644
--- a/singer_sdk/testing/tap_tests.py
+++ b/singer_sdk/testing/tap_tests.py
@@ -199,9 +199,9 @@ def test(self) -> None:
             f"Length of set of records IDs ({count_unique_records})"
             f" is not equal to number of records ({count_records})."
         )
-        assert all(
-            all(k is not None for k in pk) for pk in record_ids
-        ), "Primary keys contain some key values that are null."
+        assert all(all(k is not None for k in pk) for pk in record_ids), (
+            "Primary keys contain some key values that are null."
+        )
 
 
 class AttributeIsDateTimeTest(AttributeTestTemplate):
@@ -382,9 +382,9 @@ class AttributeNotNullTest(AttributeTestTemplate):
     def test(self) -> None:
         """Run test."""
         for r in self.stream_records:
-            assert (
-                r.get(self.attribute_name) is not None
-            ), f"Detected null values for attribute ('{self.attribute_name}')."
+            assert r.get(self.attribute_name) is not None, (
+                f"Detected null values for attribute ('{self.attribute_name}')."
+            )
 
     @classmethod
     def evaluate(
diff --git a/singer_sdk/testing/templates.py b/singer_sdk/testing/templates.py
index 716caaf0a..b04e13079 100644
--- a/singer_sdk/testing/templates.py
+++ b/singer_sdk/testing/templates.py
@@ -322,9 +322,9 @@ def run(  # type: ignore[override]
         """
         # get input from file
         if getattr(self, "singer_filepath", None):
-            assert (
-                self.singer_filepath.is_file()
-            ), f"Singer file {self.singer_filepath} does not exist."
+            assert self.singer_filepath.is_file(), (
+                f"Singer file {self.singer_filepath} does not exist."
+            )
             runner.input_filepath = self.singer_filepath
         super().run(config, resource, runner)
 
diff --git a/tests/core/test_catalog_selection.py b/tests/core/test_catalog_selection.py
index d4b30cecb..02797eef1 100644
--- a/tests/core/test_catalog_selection.py
+++ b/tests/core/test_catalog_selection.py
@@ -245,6 +245,6 @@ def test_record_property_pop(
         breadcrumb=(),
     )
 
-    assert (
-        record_pop == record_selected
-    ), f"Expected record={record_selected}, got {record_pop}"
+    assert record_pop == record_selected, (
+        f"Expected record={record_selected}, got {record_pop}"
+    )
diff --git a/tests/core/test_jsonschema_helpers.py b/tests/core/test_jsonschema_helpers.py
index 0e3d9bc49..8729012ab 100644
--- a/tests/core/test_jsonschema_helpers.py
+++ b/tests/core/test_jsonschema_helpers.py
@@ -606,13 +606,13 @@ def test_property_creation(
         property_name = next(iter(property_dict.keys()))
         property_node = property_dict[property_name]
         if check_fn in type_fn_checks_true:
-            assert (
-                check_fn(property_node) is True
-            ), f"{check_fn.__name__} was not True for {property_dict!r}"
+            assert check_fn(property_node) is True, (
+                f"{check_fn.__name__} was not True for {property_dict!r}"
+            )
         else:
-            assert (
-                check_fn(property_node) is False
-            ), f"{check_fn.__name__} was not False for {property_dict!r}"
+            assert check_fn(property_node) is False, (
+                f"{check_fn.__name__} was not False for {property_dict!r}"
+            )
 
 
 def test_wrapped_type_dict():
diff --git a/tests/core/test_state_handling.py b/tests/core/test_state_handling.py
index 85fd4812f..9fa44c37d 100644
--- a/tests/core/test_state_handling.py
+++ b/tests/core/test_state_handling.py
@@ -151,9 +151,9 @@ def test_null_replication_value(caplog):
             check_sorted=check_sorted,
         )
 
-    assert (
-        stream_state["replication_key_value"] == "2021-05-17T20:41:16Z"
-    ), "State should not be updated."
+    assert stream_state["replication_key_value"] == "2021-05-17T20:41:16Z", (
+        "State should not be updated."
+    )
     assert caplog.records[0].levelname == "WARNING"
     assert "is null" in caplog.records[0].message
 
diff --git a/tests/external/test_tap_gitlab.py b/tests/external/test_tap_gitlab.py
index 19be732ac..543e96e47 100644
--- a/tests/external/test_tap_gitlab.py
+++ b/tests/external/test_tap_gitlab.py
@@ -49,13 +49,13 @@ def test_gitlab_replication_keys(gitlab_config: dict | None):
         f"Incorrect 'replication_key' in catalog: ({key_props_2})\n\n"
         f"Catalog entry was: {catalog_entry}"
     )
-    assert tap.streams[
-        stream_name
-    ].is_timestamp_replication_key, "Failed to detect `is_timestamp_replication_key`"
+    assert tap.streams[stream_name].is_timestamp_replication_key, (
+        "Failed to detect `is_timestamp_replication_key`"
+    )
 
-    assert tap.streams[
-        "commits"
-    ].is_timestamp_replication_key, "Failed to detect `is_timestamp_replication_key`"
+    assert tap.streams["commits"].is_timestamp_replication_key, (
+        "Failed to detect `is_timestamp_replication_key`"
+    )
 
 
 def test_gitlab_sync_epic_issues(gitlab_config: dict | None):
diff --git a/tests/samples/test_target_sqlite.py b/tests/samples/test_target_sqlite.py
index 9de140a15..48e3a8913 100644
--- a/tests/samples/test_target_sqlite.py
+++ b/tests/samples/test_target_sqlite.py
@@ -158,9 +158,9 @@ def test_sync_sqlite_to_sqlite(
             msg = f"Could not parse JSON in new line {line_num}: {new_out}"
             raise RuntimeError(msg) from e
 
-        assert (
-            tapped_json["type"] == orig_json["type"]
-        ), f"Mismatched message type on line {line_num}."
+        assert tapped_json["type"] == orig_json["type"], (
+            f"Mismatched message type on line {line_num}."
+        )
         if tapped_json["type"] == "SCHEMA":
             assert (
                 tapped_json["schema"]["properties"].keys()

From b3610ca472e9007de8847bb4e54752d55a749456 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, 15 Jan 2025 15:08:44 -0600
Subject: [PATCH 22/23] feat(targets): Support a `x-sql-datatype` JSON Schema
 annotation to let targets customize SQL type handling (#2829)

* feat(targets): Support a `x-sql-datatype` annotation to let targets customize SQL type handling

* docs: Document `x-sql-datatype` usage

* docs: Add example to method docstring

* test: Test the case where no handler for the x-sql-datatype is available
---
 docs/guides/sql-target.md        | 53 ++++++++++++++++++++++++++++++++
 singer_sdk/_singerlib/schema.py  | 24 +++++++++++----
 singer_sdk/connectors/sql.py     | 43 +++++++++++++++++++++++---
 tests/core/test_connector_sql.py | 16 ++++++++++
 4 files changed, 126 insertions(+), 10 deletions(-)

diff --git a/docs/guides/sql-target.md b/docs/guides/sql-target.md
index 7a9930a2a..d05e038be 100644
--- a/docs/guides/sql-target.md
+++ b/docs/guides/sql-target.md
@@ -50,3 +50,56 @@ class MyConnector(SQLConnector):
         to_sql.register_format_handler("uri", URI)
         return to_sql
 ```
+
+### Use the `x-sql-datatype` JSON Schema extension
+
+You can register new type handlers for the `x-sql-datatype` extension:
+
+```python
+from my_sqlalchemy_dialect import URI
+
+
+class MyConnector(SQLConnector):
+    @functools.cached_property
+    def jsonschema_to_sql(self):
+        to_sql = JSONSchemaToSQL()
+        to_sql.register_sql_datatype_handler("smallint", sa.types.SMALLINT)
+        return to_sql
+```
+
+Then you can annotate the tap' catalog to specify the SQL type:
+
+````{tab} meltano.yml
+```yaml
+# https://docs.meltano.com/concepts/plugins/#schema-extra
+plugins:
+  extractors:
+  - name: tap-example
+    schema:
+      addresses:
+        number:
+          x-sql-datatype: smallint
+```
+````
+
+````{tab} JSON catalog
+```json
+{
+  "streams": [
+    {
+      "stream": "addresses",
+      "tap_stream_id": "addresses",
+      "schema": {
+        "type": "object",
+        "properties": {
+          "number": {
+            "type": "integer",
+            "x-sql-datatype": "smallint"
+          }
+        }
+      }
+    }
+  ]
+}
+```
+````
diff --git a/singer_sdk/_singerlib/schema.py b/singer_sdk/_singerlib/schema.py
index bb7851b2b..ecbae296f 100644
--- a/singer_sdk/_singerlib/schema.py
+++ b/singer_sdk/_singerlib/schema.py
@@ -42,6 +42,8 @@
     "anyOf",
     "patternProperties",
     "allOf",
+    # JSON Schema extensions
+    "x-sql-datatype",
 ]
 
 
@@ -84,6 +86,9 @@ class Schema:
     contentMediaType: str | None = None  # noqa: N815
     contentEncoding: str | None = None  # noqa: N815
 
+    # JSON Schema extensions
+    x_sql_datatype: str | None = None
+
     def to_dict(self) -> dict[str, t.Any]:
         """Return the raw JSON Schema as a (possibly nested) dict.
 
@@ -99,12 +104,14 @@ def to_dict(self) -> dict[str, t.Any]:
             result["items"] = self.items.to_dict()
 
         for key in STANDARD_KEYS:
-            if self.__dict__.get(key) is not None:
-                result[key] = self.__dict__[key]
+            attr = key.replace("-", "_")
+            if (val := self.__dict__.get(attr)) is not None:
+                result[key] = val
 
         for key in META_KEYS:
-            if self.__dict__.get(key) is not None:
-                result[f"${key}"] = self.__dict__[key]
+            attr = key.replace("-", "_")
+            if (val := self.__dict__.get(attr)) is not None:
+                result[f"${key}"] = val
 
         return result
 
@@ -142,6 +149,7 @@ def from_dict(
             ...             "description": "Age in years which must be equal to or greater than zero.",
             ...             "type": "integer",
             ...             "minimum": 0,
+            ...             "x-sql-datatype": "smallint",
             ...         },
             ...     },
             ...     "required": ["firstName", "lastName"],
@@ -153,6 +161,8 @@ def from_dict(
             "The person's first name."
             >>> schema.properties["age"].minimum
             0
+            >>> schema.properties["age"].x_sql_datatype
+            'smallint'
             >>> schema.schema
             'http://json-schema.org/draft/2020-12/schema'
         """  # noqa: E501
@@ -168,12 +178,14 @@ def from_dict(
             kwargs["items"] = cls.from_dict(items, **schema_defaults)
 
         for key in STANDARD_KEYS:
+            attr = key.replace("-", "_")
             if key in data:
-                kwargs[key] = data[key]
+                kwargs[attr] = data[key]
 
         for key in META_KEYS:
+            attr = key.replace("-", "_")
             if f"${key}" in data:
-                kwargs[key] = data[f"${key}"]
+                kwargs[attr] = data[f"${key}"]
 
         return cls(**kwargs)
 
diff --git a/singer_sdk/connectors/sql.py b/singer_sdk/connectors/sql.py
index 00c83b884..1b0f646cc 100644
--- a/singer_sdk/connectors/sql.py
+++ b/singer_sdk/connectors/sql.py
@@ -240,6 +240,10 @@ class JSONSchemaToSQL:
     This class provides a mapping from JSON Schema types to SQLAlchemy types.
 
     .. versionadded:: 0.42.0
+    .. versionchanged:: 0.44.0
+       Added the
+       :meth:`singer_sdk.connectors.sql.JSONSchemaToSQL.register_sql_datatype_handler`
+       method to map custom ``x-sql-datatype`` annotations into SQLAlchemy types.
     """
 
     def __init__(self, *, max_varchar_length: int | None = None) -> None:
@@ -276,6 +280,8 @@ def __init__(self, *, max_varchar_length: int | None = None) -> None:
             "ipv6": lambda _: sa.types.VARCHAR(45),
         }
 
+        self._sql_datatype_mapping: dict[str, JSONtoSQLHandler] = {}
+
         self._fallback_type: type[sa.types.TypeEngine] = sa.types.VARCHAR
 
     def _invoke_handler(  # noqa: PLR6301
@@ -338,6 +344,25 @@ def register_format_handler(
         """  # noqa: E501
         self._format_handlers[format_name] = handler
 
+    def register_sql_datatype_handler(
+        self,
+        sql_datatype: str,
+        handler: JSONtoSQLHandler,
+    ) -> None:
+        """Register a custom ``x-sql-datatype`` handler.
+
+        Args:
+            sql_datatype: The x-sql-datatype string.
+            handler: Either a SQLAlchemy type class or a callable that takes a schema
+                    dict and returns a SQLAlchemy type instance.
+
+        Example:
+            >>> from sqlalchemy.types import SMALLINT
+            >>> to_sql = JSONSchemaToSQL()
+            >>> to_sql.register_sql_datatype_handler("smallint", SMALLINT)
+        """
+        self._sql_datatype_mapping[sql_datatype] = handler
+
     def handle_multiple_types(self, types: t.Sequence[str]) -> sa.types.TypeEngine:  # noqa: ARG002, PLR6301
         """Handle multiple types by returning a VARCHAR.
 
@@ -374,10 +399,20 @@ def _get_type_from_schema(self, schema: dict) -> sa.types.TypeEngine | None:
         Returns:
             SQL type if one can be determined, None otherwise.
         """
-        # Check if this is a string with format first
-        if schema.get("type") == "string" and "format" in schema:
-            format_type = self._handle_format(schema)
-            if format_type is not None:
+        # Check x-sql-datatype first
+        if x_sql_datatype := schema.get("x-sql-datatype"):
+            if handler := self._sql_datatype_mapping.get(x_sql_datatype):
+                return self._invoke_handler(handler, schema)
+
+            warnings.warn(
+                f"This target does not support the x-sql-datatype '{x_sql_datatype}'",
+                UserWarning,
+                stacklevel=2,
+            )
+
+        # Check if this is a string with format then
+        if schema.get("type") == "string" and "format" in schema:  # noqa: SIM102
+            if (format_type := self._handle_format(schema)) is not None:
                 return format_type
 
         # Then check regular types
diff --git a/tests/core/test_connector_sql.py b/tests/core/test_connector_sql.py
index a8b39521e..b32bae207 100644
--- a/tests/core/test_connector_sql.py
+++ b/tests/core/test_connector_sql.py
@@ -717,6 +717,22 @@ def handle_raw_string(self, schema):
         result = json_schema_to_sql.to_sql_type(image_type)
         assert isinstance(result, sa.types.LargeBinary)
 
+    def test_annotation_sql_datatype(self):
+        json_schema_to_sql = JSONSchemaToSQL()
+        json_schema_to_sql.register_sql_datatype_handler("json", sa.types.JSON)
+        jsonschema_type = {"type": ["string"], "x-sql-datatype": "json"}
+        result = json_schema_to_sql.to_sql_type(jsonschema_type)
+        assert isinstance(result, sa.types.JSON)
+
+        unknown_type = {"type": ["string"], "x-sql-datatype": "unknown"}
+        with pytest.warns(
+            UserWarning,
+            match="This target does not support the x-sql-datatype",
+        ):
+            result = json_schema_to_sql.to_sql_type(unknown_type)
+
+        assert isinstance(result, sa.types.VARCHAR)
+
 
 def test_bench_discovery(benchmark, tmp_path: Path):
     def _discover_catalog(connector):

From b4c6ecc6d15c73b2e0e45a90b7466a1622e62512 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, 15 Jan 2025 15:26:57 -0600
Subject: [PATCH 23/23] feat: Allow developers to mark stream schema and
 settings fields as deprecated (#2830)

feat: Allow developers to mark schema fields as deprecated
---
 singer_sdk/typing.py                  | 12 ++++++++++++
 tests/core/test_jsonschema_helpers.py |  2 ++
 2 files changed, 14 insertions(+)

diff --git a/singer_sdk/typing.py b/singer_sdk/typing.py
index 338973d9d..74eb7623e 100644
--- a/singer_sdk/typing.py
+++ b/singer_sdk/typing.py
@@ -649,6 +649,8 @@ def __init__(  # noqa: PLR0913
         *,
         nullable: bool | None = None,
         title: str | None = None,
+        deprecated: bool | None = None,
+        **kwargs: t.Any,
     ) -> None:
         """Initialize Property object.
 
@@ -671,6 +673,8 @@ def __init__(  # noqa: PLR0913
                 displayed to the user as hints of the expected format of inputs.
             nullable: If True, the property may be null.
             title: Optional. A short, human-readable title for the property.
+            deprecated: If True, mark this property as deprecated.
+            **kwargs: Additional keyword arguments to pass to the parent class.
         """
         self.name = name
         self.wrapped = wrapped
@@ -682,6 +686,8 @@ def __init__(  # noqa: PLR0913
         self.examples = examples or None
         self.nullable = nullable
         self.title = title
+        self.deprecated = deprecated
+        self.kwargs = kwargs
 
     @property
     def type_dict(self) -> dict:  # type: ignore[override]
@@ -739,6 +745,12 @@ def to_dict(self) -> dict:
             type_dict.update({"enum": self.allowed_values})
         if self.examples:
             type_dict.update({"examples": self.examples})
+
+        if self.deprecated is not None:
+            type_dict["deprecated"] = self.deprecated
+
+        type_dict.update(self.kwargs)
+
         return {self.name: type_dict}
 
 
diff --git a/tests/core/test_jsonschema_helpers.py b/tests/core/test_jsonschema_helpers.py
index 8729012ab..dbaf89a66 100644
--- a/tests/core/test_jsonschema_helpers.py
+++ b/tests/core/test_jsonschema_helpers.py
@@ -495,12 +495,14 @@ def test_inbuilt_type(json_type: JSONTypeHelper, expected_json_schema: dict):
                 IntegerType,
                 allowed_values=[1, 2, 3, 4, 5, 6, 7, 8, 9],
                 examples=[1, 2, 3],
+                deprecated=True,
             ),
             {
                 "my_prop9": {
                     "type": ["integer", "null"],
                     "enum": [1, 2, 3, 4, 5, 6, 7, 8, 9],
                     "examples": [1, 2, 3],
+                    "deprecated": True,
                 },
             },
             {is_integer_type},