diff --git a/Makefile b/Makefile
index 65df3162f0e..bde5516a832 100644
--- a/Makefile
+++ b/Makefile
@@ -23,7 +23,7 @@ dev-gitpod:
 
 # Running licensecheck with zero to break the pipeline if there is an invalid license
 check-licenses:
-	poetry run licensecheck -u poetry:dev --zero
+	poetry run licensecheck -u poetry:dev
 
 format:
 	poetry run black aws_lambda_powertools tests examples
diff --git a/aws_lambda_powertools/metrics/provider/datadog/datadog.py b/aws_lambda_powertools/metrics/provider/datadog/datadog.py
index 3e88523df38..8534700cacd 100644
--- a/aws_lambda_powertools/metrics/provider/datadog/datadog.py
+++ b/aws_lambda_powertools/metrics/provider/datadog/datadog.py
@@ -14,7 +14,7 @@
 from aws_lambda_powertools.metrics.provider import BaseProvider
 from aws_lambda_powertools.metrics.provider.datadog.warnings import DatadogDataValidationWarning
 from aws_lambda_powertools.shared import constants
-from aws_lambda_powertools.shared.functions import resolve_env_var_choice
+from aws_lambda_powertools.shared.functions import resolve_env_var_choice, strtobool
 
 if TYPE_CHECKING:
     from aws_lambda_powertools.shared.types import AnyCallableT
@@ -66,6 +66,9 @@ def __init__(
         )
         self.default_tags = default_tags or {}
         self.flush_to_log = resolve_env_var_choice(choice=flush_to_log, env=os.getenv(constants.DATADOG_FLUSH_TO_LOG))
+        # When set as env var, the value is a string
+        if isinstance(self.flush_to_log, str):
+            self.flush_to_log = strtobool(self.flush_to_log)
 
     #  adding name,value,timestamp,tags
     def add_metric(
diff --git a/noxfile.py b/noxfile.py
index c1d06798b88..439ef5895d2 100644
--- a/noxfile.py
+++ b/noxfile.py
@@ -80,6 +80,7 @@ def test_with_datadog_as_required_package(session: nox.Session):
         folders=[
             f"{PREFIX_TESTS_FUNCTIONAL}/metrics/datadog/",
         ],
+        extras="datadog,aws-sdk",  # Datadog library requires boto3
     )
 
 
diff --git a/poetry.lock b/poetry.lock
index 366c22d3ead..4a84ad1b628 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -11,18 +11,18 @@ files = [
     {file = "annotated_types-0.7.0-py3-none-any.whl", hash = "sha256:1f02e8b43a8fbbc3f3e0d4f0f4bfc8131bcb4eebe8849b8e5c773f3a1c582a53"},
     {file = "annotated_types-0.7.0.tar.gz", hash = "sha256:aff07c09a53a08bc8cfccb9c85b05f1aa9a2a6f23728d790723543408344ce89"},
 ]
-markers = {main = "extra == \"all\" or extra == \"parser\""}
+markers = {main = "extra == \"parser\" or extra == \"all\""}
 
 [[package]]
 name = "anyio"
-version = "4.8.0"
+version = "4.9.0"
 description = "High level compatibility layer for multiple asynchronous event loop implementations"
 optional = false
 python-versions = ">=3.9"
 groups = ["dev"]
 files = [
-    {file = "anyio-4.8.0-py3-none-any.whl", hash = "sha256:b5011f270ab5eb0abf13385f851315585cc37ef330dd88e27ec3d34d651fd47a"},
-    {file = "anyio-4.8.0.tar.gz", hash = "sha256:1d9fe889df5212298c0c0723fa20479d1b94883a2df44bd3897aa91083316f7a"},
+    {file = "anyio-4.9.0-py3-none-any.whl", hash = "sha256:9f76d541cad6e36af7beb62e978876f3b41e3e04f2c1fbf0884604c0a9c4d93c"},
+    {file = "anyio-4.9.0.tar.gz", hash = "sha256:673c0c244e15788651a4ff38710fea9675823028a6f08a5eda409e0c9840a028"},
 ]
 
 [package.dependencies]
@@ -32,8 +32,8 @@ sniffio = ">=1.1"
 typing_extensions = {version = ">=4.5", markers = "python_version < \"3.13\""}
 
 [package.extras]
-doc = ["Sphinx (>=7.4,<8.0)", "packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphinx_rtd_theme"]
-test = ["anyio[trio]", "coverage[toml] (>=7)", "exceptiongroup (>=1.2.0)", "hypothesis (>=4.0)", "psutil (>=5.9)", "pytest (>=7.0)", "trustme", "truststore (>=0.9.1) ; python_version >= \"3.10\"", "uvloop (>=0.21) ; platform_python_implementation == \"CPython\" and platform_system != \"Windows\" and python_version < \"3.14\""]
+doc = ["Sphinx (>=8.2,<9.0)", "packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphinx_rtd_theme"]
+test = ["anyio[trio]", "blockbuster (>=1.5.23)", "coverage[toml] (>=7)", "exceptiongroup (>=1.2.0)", "hypothesis (>=4.0)", "psutil (>=5.9)", "pytest (>=7.0)", "trustme", "truststore (>=0.9.1) ; python_version >= \"3.10\"", "uvloop (>=0.21) ; platform_python_implementation == \"CPython\" and platform_system != \"Windows\" and python_version < \"3.14\""]
 trio = ["trio (>=0.26.1)"]
 
 [[package]]
@@ -50,14 +50,14 @@ files = [
 
 [[package]]
 name = "argcomplete"
-version = "3.5.3"
+version = "3.6.0"
 description = "Bash tab completion for argparse"
 optional = false
 python-versions = ">=3.8"
 groups = ["dev"]
 files = [
-    {file = "argcomplete-3.5.3-py3-none-any.whl", hash = "sha256:2ab2c4a215c59fd6caaff41a869480a23e8f6a5f910b266c1808037f4e375b61"},
-    {file = "argcomplete-3.5.3.tar.gz", hash = "sha256:c12bf50eded8aebb298c7b7da7a5ff3ee24dffd9f5281867dfe1424b58c55392"},
+    {file = "argcomplete-3.6.0-py3-none-any.whl", hash = "sha256:4e3e4e10beb20e06444dbac0ac8dda650cb6349caeefe980208d3c548708bedd"},
+    {file = "argcomplete-3.6.0.tar.gz", hash = "sha256:2e4e42ec0ba2fff54b0d244d0b1623e86057673e57bafe72dda59c64bd5dee8b"},
 ]
 
 [package.extras]
@@ -99,18 +99,18 @@ tests-no-zope = ["attrs[tests-mypy]", "cloudpickle ; platform_python_implementat
 
 [[package]]
 name = "aws-cdk-asset-awscli-v1"
-version = "2.2.227"
+version = "2.2.228"
 description = "A library that contains the AWS CLI for use in Lambda Layers"
 optional = false
-python-versions = "~=3.8"
+python-versions = "~=3.9"
 groups = ["dev"]
 files = [
-    {file = "aws_cdk.asset_awscli_v1-2.2.227-py3-none-any.whl", hash = "sha256:5160cd515d94d0da252806cd853a3e861e1b76aa553e1c90aec2bd712fa3df1b"},
-    {file = "aws_cdk_asset_awscli_v1-2.2.227.tar.gz", hash = "sha256:0fa4cf382e712121b8bbe11532854018abdba19964ded9c0aa9aace4383816b6"},
+    {file = "aws_cdk.asset_awscli_v1-2.2.228-py3-none-any.whl", hash = "sha256:a79a76948a32e672c5f0743384c5abea14ee8b802b4a080f63a1f310fd7d5861"},
+    {file = "aws_cdk_asset_awscli_v1-2.2.228.tar.gz", hash = "sha256:65def76adc852eb9fdab16ebe1b9193ce9892546fdb13ab0d0c3211c220887cc"},
 ]
 
 [package.dependencies]
-jsii = ">=1.108.0,<2.0.0"
+jsii = ">=1.109.0,<2.0.0"
 publication = ">=0.0.3"
 typeguard = ">=2.13.3,<4.3.0"
 
@@ -305,14 +305,14 @@ requests = ">=0.14.0"
 
 [[package]]
 name = "aws-sam-translator"
-version = "1.94.0"
+version = "1.95.0"
 description = "AWS SAM Translator is a library that transform SAM templates into AWS CloudFormation templates"
 optional = false
 python-versions = "!=4.0,<=4.0,>=3.8"
 groups = ["dev"]
 files = [
-    {file = "aws_sam_translator-1.94.0-py3-none-any.whl", hash = "sha256:100e33eeffcfa81f7c45cadeb0ee29596ce829f6b4d2745140f04fa19a41f539"},
-    {file = "aws_sam_translator-1.94.0.tar.gz", hash = "sha256:8ec258d9f7ece72ef91c81f4edb45a2db064c16844b6afac90c575893beaa391"},
+    {file = "aws_sam_translator-1.95.0-py3-none-any.whl", hash = "sha256:c9e0f22cbe83c768f7d20a3afb7e654bd6bfc087b387528bd48e98366b82ae40"},
+    {file = "aws_sam_translator-1.95.0.tar.gz", hash = "sha256:fd2b891fc4cbdde1e06130eaf2710de5cc74442a656b7859b3840691144494cf"},
 ]
 
 [package.dependencies]
@@ -331,7 +331,7 @@ description = "The AWS X-Ray SDK for Python (the SDK) enables Python developers
 optional = true
 python-versions = ">=3.7"
 groups = ["main"]
-markers = "extra == \"all\" or extra == \"tracer\""
+markers = "extra == \"tracer\" or extra == \"all\""
 files = [
     {file = "aws_xray_sdk-2.14.0-py2.py3-none-any.whl", hash = "sha256:cfbe6feea3d26613a2a869d14c9246a844285c97087ad8f296f901633554ad94"},
     {file = "aws_xray_sdk-2.14.0.tar.gz", hash = "sha256:aab843c331af9ab9ba5cefb3a303832a19db186140894a523edafc024cc0493c"},
@@ -343,18 +343,18 @@ wrapt = "*"
 
 [[package]]
 name = "babel"
-version = "2.16.0"
+version = "2.17.0"
 description = "Internationalization utilities"
 optional = false
 python-versions = ">=3.8"
 groups = ["dev"]
 files = [
-    {file = "babel-2.16.0-py3-none-any.whl", hash = "sha256:368b5b98b37c06b7daf6696391c3240c938b37767d4584413e8438c5c435fa8b"},
-    {file = "babel-2.16.0.tar.gz", hash = "sha256:d1f3554ca26605fe173f3de0c65f750f5a42f924499bf134de6423582298e316"},
+    {file = "babel-2.17.0-py3-none-any.whl", hash = "sha256:4d0b53093fdfb4b21c92b5213dba5a1b23885afa8383709427046b21c366e5f2"},
+    {file = "babel-2.17.0.tar.gz", hash = "sha256:0c54cffb19f690cdcc52a3b50bcbf71e07a808d1c80d549f2459b9d2cf0afb9d"},
 ]
 
 [package.extras]
-dev = ["freezegun (>=1.0,<2.0)", "pytest (>=6.0)", "pytest-cov"]
+dev = ["backports.zoneinfo ; python_version < \"3.9\"", "freezegun (>=1.0,<2.0)", "jinja2 (>=3.0)", "pytest (>=6.0)", "pytest-cov", "pytz", "setuptools", "tzdata ; sys_platform == \"win32\""]
 
 [[package]]
 name = "backrefs"
@@ -449,18 +449,18 @@ uvloop = ["uvloop (>=0.15.2)"]
 
 [[package]]
 name = "boto3"
-version = "1.36.10"
+version = "1.37.14"
 description = "The AWS SDK for Python"
 optional = false
 python-versions = ">=3.8"
 groups = ["main", "dev"]
 files = [
-    {file = "boto3-1.36.10-py3-none-any.whl", hash = "sha256:5f8d5c2024a2d1411d3d67abb7357ec7d4c6162e3f1c396dc9b79d042cfd0a80"},
-    {file = "boto3-1.36.10.tar.gz", hash = "sha256:d2f1010db699326b26fbd465d91c4b49177c9d995d7e72c0f31335f139efa0d2"},
+    {file = "boto3-1.37.14-py3-none-any.whl", hash = "sha256:56b4d1e084dbca43d5fdd070f633a84de61a6ce592655b4d239d263d1a0097fc"},
+    {file = "boto3-1.37.14.tar.gz", hash = "sha256:cf2e5e6d56efd5850db8ce3d9094132e4759cf2d4b5fd8200d69456bf61a20f3"},
 ]
 
 [package.dependencies]
-botocore = ">=1.36.10,<1.37.0"
+botocore = ">=1.37.14,<1.38.0"
 jmespath = ">=0.7.1,<2.0.0"
 s3transfer = ">=0.11.0,<0.12.0"
 
@@ -907,22 +907,22 @@ xray = ["mypy-boto3-xray (>=1.37.0,<1.38.0)"]
 
 [[package]]
 name = "botocore"
-version = "1.36.10"
+version = "1.37.14"
 description = "Low-level, data-driven core of boto 3."
 optional = false
 python-versions = ">=3.8"
 groups = ["main", "dev"]
 files = [
-    {file = "botocore-1.36.10-py3-none-any.whl", hash = "sha256:45c8a6e01dc18d44a13ba688f1d60ad562db8154b08c46b412387ea040a741c2"},
-    {file = "botocore-1.36.10.tar.gz", hash = "sha256:d27bb73f0ea81395527a6298ac0a7ea5b2958094169f7cf7d48e3f4e4bc21b65"},
+    {file = "botocore-1.37.14-py3-none-any.whl", hash = "sha256:709a1796f436f8e378e52170e58501c1f3b5f2d1308238cf1d6a3bdba2e32851"},
+    {file = "botocore-1.37.14.tar.gz", hash = "sha256:b0adce3f0fb42b914eb05079f50cf368cb9cf9745fdd206bd91fe6ac67b29aca"},
 ]
 
 [package.dependencies]
 jmespath = ">=0.7.1,<2.0.0"
 python-dateutil = ">=2.1,<3.0.0"
 urllib3 = [
-    {version = ">=1.25.4,<2.2.0 || >2.2.0,<3", markers = "python_version >= \"3.10\""},
     {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\""},
 ]
 
 [package.extras]
@@ -930,14 +930,14 @@ crt = ["awscrt (==0.23.8)"]
 
 [[package]]
 name = "botocore-stubs"
-version = "1.36.9"
+version = "1.37.14"
 description = "Type annotations and code completion for botocore"
 optional = false
 python-versions = ">=3.8"
 groups = ["dev"]
 files = [
-    {file = "botocore_stubs-1.36.9-py3-none-any.whl", hash = "sha256:76fc0651fc4e7d9a83de944d109f4d779a064265c5f243699718e1d06104efd9"},
-    {file = "botocore_stubs-1.36.9.tar.gz", hash = "sha256:786857fc9f4e11f16b62e0383b8d60a3a03a9ac10fe23d57d1fa726e77626535"},
+    {file = "botocore_stubs-1.37.14-py3-none-any.whl", hash = "sha256:2af28b15e379318a55f2e31cd43f4ccec87ec28ac6d19f3c692ee606bc9e82a3"},
+    {file = "botocore_stubs-1.37.14.tar.gz", hash = "sha256:02c64f36f5be8828cf0e9c7e954088e4e1c0beda2d0f5e0c5d3d5f09ab974a3c"},
 ]
 
 [package.dependencies]
@@ -950,10 +950,9 @@ botocore = ["botocore"]
 name = "bytecode"
 version = "0.16.1"
 description = "Python module to generate and modify bytecode"
-optional = true
+optional = false
 python-versions = ">=3.8"
-groups = ["main"]
-markers = "extra == \"datadog\""
+groups = ["main", "dev"]
 files = [
     {file = "bytecode-0.16.1-py3-none-any.whl", hash = "sha256:1d4b61ed6bade4bff44127c8283bef8131a664ce4dbe09d64a88caf329939f35"},
     {file = "bytecode-0.16.1.tar.gz", hash = "sha256:8fbbb637c880f339e564858bc6c7984ede67ae97bc71343379a535a9a4baf398"},
@@ -1030,14 +1029,14 @@ typeguard = ">=2.13.3,<4.3.0"
 
 [[package]]
 name = "certifi"
-version = "2024.12.14"
+version = "2025.1.31"
 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"},
+    {file = "certifi-2025.1.31-py3-none-any.whl", hash = "sha256:ca78db4565a652026a4db2bcdf68f2fb589ea80d0be70e03929ed730746b84fe"},
+    {file = "certifi-2025.1.31.tar.gz", hash = "sha256:3d5da6925056f6f18f119200434a4780a94263f10d1c21d032a6f6b2baa20651"},
 ]
 
 [[package]]
@@ -1427,7 +1426,7 @@ 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 == \"all\" or extra == \"datamasking\""}
+markers = {main = "python_version < \"3.10\" and (extra == \"all\" or extra == \"datamasking\")", dev = "python_version < \"3.10\""}
 
 [package.dependencies]
 cffi = {version = ">=1.12", markers = "platform_python_implementation != \"PyPy\""}
@@ -1442,14 +1441,72 @@ ssh = ["bcrypt (>=3.1.5)"]
 test = ["certifi", "cryptography-vectors (==43.0.3)", "pretend", "pytest (>=6.2.0)", "pytest-benchmark", "pytest-cov", "pytest-xdist"]
 test-randomorder = ["pytest-randomly"]
 
+[[package]]
+name = "cryptography"
+version = "44.0.2"
+description = "cryptography is a package which provides cryptographic recipes and primitives to Python developers."
+optional = false
+python-versions = "!=3.9.0,!=3.9.1,>=3.7"
+groups = ["main", "dev"]
+files = [
+    {file = "cryptography-44.0.2-cp37-abi3-macosx_10_9_universal2.whl", hash = "sha256:efcfe97d1b3c79e486554efddeb8f6f53a4cdd4cf6086642784fa31fc384e1d7"},
+    {file = "cryptography-44.0.2-cp37-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:29ecec49f3ba3f3849362854b7253a9f59799e3763b0c9d0826259a88efa02f1"},
+    {file = "cryptography-44.0.2-cp37-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:bc821e161ae88bfe8088d11bb39caf2916562e0a2dc7b6d56714a48b784ef0bb"},
+    {file = "cryptography-44.0.2-cp37-abi3-manylinux_2_28_aarch64.whl", hash = "sha256:3c00b6b757b32ce0f62c574b78b939afab9eecaf597c4d624caca4f9e71e7843"},
+    {file = "cryptography-44.0.2-cp37-abi3-manylinux_2_28_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:7bdcd82189759aba3816d1f729ce42ffded1ac304c151d0a8e89b9996ab863d5"},
+    {file = "cryptography-44.0.2-cp37-abi3-manylinux_2_28_x86_64.whl", hash = "sha256:4973da6ca3db4405c54cd0b26d328be54c7747e89e284fcff166132eb7bccc9c"},
+    {file = "cryptography-44.0.2-cp37-abi3-manylinux_2_34_aarch64.whl", hash = "sha256:4e389622b6927d8133f314949a9812972711a111d577a5d1f4bee5e58736b80a"},
+    {file = "cryptography-44.0.2-cp37-abi3-manylinux_2_34_x86_64.whl", hash = "sha256:f514ef4cd14bb6fb484b4a60203e912cfcb64f2ab139e88c2274511514bf7308"},
+    {file = "cryptography-44.0.2-cp37-abi3-musllinux_1_2_aarch64.whl", hash = "sha256:1bc312dfb7a6e5d66082c87c34c8a62176e684b6fe3d90fcfe1568de675e6688"},
+    {file = "cryptography-44.0.2-cp37-abi3-musllinux_1_2_x86_64.whl", hash = "sha256:3b721b8b4d948b218c88cb8c45a01793483821e709afe5f622861fc6182b20a7"},
+    {file = "cryptography-44.0.2-cp37-abi3-win32.whl", hash = "sha256:51e4de3af4ec3899d6d178a8c005226491c27c4ba84101bfb59c901e10ca9f79"},
+    {file = "cryptography-44.0.2-cp37-abi3-win_amd64.whl", hash = "sha256:c505d61b6176aaf982c5717ce04e87da5abc9a36a5b39ac03905c4aafe8de7aa"},
+    {file = "cryptography-44.0.2-cp39-abi3-macosx_10_9_universal2.whl", hash = "sha256:8e0ddd63e6bf1161800592c71ac794d3fb8001f2caebe0966e77c5234fa9efc3"},
+    {file = "cryptography-44.0.2-cp39-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:81276f0ea79a208d961c433a947029e1a15948966658cf6710bbabb60fcc2639"},
+    {file = "cryptography-44.0.2-cp39-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:9a1e657c0f4ea2a23304ee3f964db058c9e9e635cc7019c4aa21c330755ef6fd"},
+    {file = "cryptography-44.0.2-cp39-abi3-manylinux_2_28_aarch64.whl", hash = "sha256:6210c05941994290f3f7f175a4a57dbbb2afd9273657614c506d5976db061181"},
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 ]
 
 [package.dependencies]
 bytecode = [
+    {version = ">=0.13.0", markers = "python_version < \"3.11\""},
     {version = ">=0.16.0", markers = "python_version >= \"3.13.0\""},
-    {version = ">=0.15.0", markers = "python_version ~= \"3.12.0\""},
+    {version = ">=0.15.1", markers = "python_version ~= \"3.12.0\""},
     {version = ">=0.14.0", markers = "python_version ~= \"3.11.0\""},
-    {version = ">=0.13.0", markers = "python_version < \"3.11.0\""},
 ]
-envier = ">=0.5,<1.0"
+envier = ">=0.6.1,<0.7.0"
 legacy-cgi = {version = ">=2.0.0", markers = "python_version >= \"3.13.0\""}
 opentelemetry-api = ">=1"
 protobuf = ">=3"
@@ -1580,24 +1626,23 @@ opentracing = ["opentracing (>=2.0.0)"]
 
 [[package]]
 name = "decorator"
-version = "5.1.1"
+version = "5.2.1"
 description = "Decorators for Humans"
 optional = false
-python-versions = ">=3.5"
+python-versions = ">=3.8"
 groups = ["dev"]
 files = [
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-    {file = "decorator-5.1.1.tar.gz", hash = "sha256:637996211036b6385ef91435e4fae22989472f9d571faba8927ba8253acbc330"},
+    {file = "decorator-5.2.1-py3-none-any.whl", hash = "sha256:d316bb415a2d9e2d2b3abcc4084c6502fc09240e292cd76a76afc106a1c8e04a"},
+    {file = "decorator-5.2.1.tar.gz", hash = "sha256:65f266143752f734b0a7cc83c46f4618af75b8c5911b00ccb61d0ac9b6da0360"},
 ]
 
 [[package]]
 name = "deprecated"
 version = "1.2.18"
 description = "Python @deprecated decorator to deprecate old python classes, functions or methods."
-optional = true
+optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,>=2.7"
-groups = ["main"]
-markers = "extra == \"datadog\""
+groups = ["main", "dev"]
 files = [
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@@ -1679,10 +1724,9 @@ websockets = ["websocket-client (>=1.3.0)"]
 name = "envier"
 version = "0.6.1"
 description = "Python application configuration via the environment"
-optional = true
+optional = false
 python-versions = ">=3.7"
-groups = ["main"]
-markers = "extra == \"datadog\""
+groups = ["main", "dev"]
 files = [
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@@ -1729,7 +1773,7 @@ description = "Fastest Python implementation of JSON schema"
 optional = true
 python-versions = "*"
 groups = ["main"]
-markers = "extra == \"all\" or extra == \"validation\""
+markers = "extra == \"validation\" or extra == \"all\""
 files = [
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@@ -1825,14 +1869,14 @@ test = ["coverage[toml]", "ddt (>=1.1.1,!=1.4.3)", "mock ; python_version < \"3.
 
 [[package]]
 name = "griffe"
-version = "1.5.6"
+version = "1.6.1"
 description = "Signatures for entire Python programs. Extract the structure, the frame, the skeleton of your project, to generate API documentation or find breaking changes in your API."
 optional = false
 python-versions = ">=3.9"
 groups = ["dev"]
 files = [
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+    {file = "griffe-1.6.1-py3-none-any.whl", hash = "sha256:b0131670db16834f82383bcf4f788778853c9bf4dc7a1a2b708bb0808ca56a98"},
+    {file = "griffe-1.6.1.tar.gz", hash = "sha256:ff0acf706b2680f8c721412623091c891e752b2c61b7037618f7b77d06732cf5"},
 ]
 
 [package.dependencies]
@@ -2040,7 +2084,7 @@ version = "8.6.1"
 description = "Read metadata from Python packages"
 optional = false
 python-versions = ">=3.9"
-groups = ["dev"]
+groups = ["main", "dev"]
 files = [
     {file = "importlib_metadata-8.6.1-py3-none-any.whl", hash = "sha256:02a89390c1e15fdfdc0d7c6b25cb3e62650d0494005c97d6f148bf5b9787525e"},
     {file = "importlib_metadata-8.6.1.tar.gz", hash = "sha256:310b41d755445d74569f993ccfc22838295d9fe005425094fad953d7f15c8580"},
@@ -2185,8 +2229,6 @@ groups = ["main"]
 markers = "extra == \"all\" or extra == \"datamasking\""
 files = [
     {file = "jsonpath-ng-1.7.0.tar.gz", hash = "sha256:f6f5f7fd4e5ff79c785f1573b394043b39849fb2bb47bcead935d12b00beab3c"},
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 ]
 
 [package.dependencies]
@@ -2245,10 +2287,10 @@ referencing = ">=0.31.0"
 name = "legacy-cgi"
 version = "2.6.2"
 description = "Fork of the standard library cgi and cgitb modules, being deprecated in PEP-594"
-optional = true
+optional = false
 python-versions = ">=3.10"
-groups = ["main"]
-markers = "python_version >= \"3.13.0\" and extra == \"datadog\""
+groups = ["main", "dev"]
+markers = "python_version >= \"3.13.0\""
 files = [
     {file = "legacy_cgi-2.6.2-py3-none-any.whl", hash = "sha256:a7b83afb1baf6ebeb56522537c5943ef9813cf933f6715e88a803f7edbce0bff"},
     {file = "legacy_cgi-2.6.2.tar.gz", hash = "sha256:9952471ceb304043b104c22d00b4f333cac27a6abe446d8a528fc437cf13c85f"},
@@ -2515,14 +2557,14 @@ min-versions = ["babel (==2.9.0)", "click (==7.0)", "colorama (==0.4) ; platform
 
 [[package]]
 name = "mkdocs-autorefs"
-version = "1.3.0"
+version = "1.4.1"
 description = "Automatically link across pages in MkDocs."
 optional = false
 python-versions = ">=3.9"
 groups = ["dev"]
 files = [
-    {file = "mkdocs_autorefs-1.3.0-py3-none-any.whl", hash = "sha256:d180f9778a04e78b7134e31418f238bba56f56d6a8af97873946ff661befffb3"},
-    {file = "mkdocs_autorefs-1.3.0.tar.gz", hash = "sha256:6867764c099ace9025d6ac24fd07b85a98335fbd30107ef01053697c8f46db61"},
+    {file = "mkdocs_autorefs-1.4.1-py3-none-any.whl", hash = "sha256:9793c5ac06a6ebbe52ec0f8439256e66187badf4b5334b5fde0b128ec134df4f"},
+    {file = "mkdocs_autorefs-1.4.1.tar.gz", hash = "sha256:4b5b6235a4becb2b10425c2fa191737e415b37aa3418919db33e5d774c9db079"},
 ]
 
 [package.dependencies]
@@ -2608,14 +2650,14 @@ files = [
 
 [[package]]
 name = "mkdocstrings"
-version = "0.28.0"
+version = "0.29.0"
 description = "Automatic documentation from sources, for MkDocs."
 optional = false
 python-versions = ">=3.9"
 groups = ["dev"]
 files = [
-    {file = "mkdocstrings-0.28.0-py3-none-any.whl", hash = "sha256:84cf3dc910614781fe0fee46ce8006fde7df6cc7cca2e3f799895fb8a9170b39"},
-    {file = "mkdocstrings-0.28.0.tar.gz", hash = "sha256:df20afef1eafe36ba466ae20732509ecb74237653a585f5061937e54b553b4e0"},
+    {file = "mkdocstrings-0.29.0-py3-none-any.whl", hash = "sha256:8ea98358d2006f60befa940fdebbbc88a26b37ecbcded10be726ba359284f73d"},
+    {file = "mkdocstrings-0.29.0.tar.gz", hash = "sha256:3657be1384543ce0ee82112c3e521bbf48e41303aa0c229b9ffcccba057d922e"},
 ]
 
 [package.dependencies]
@@ -2623,33 +2665,32 @@ importlib-metadata = {version = ">=4.6", markers = "python_version < \"3.10\""}
 Jinja2 = ">=2.11.1"
 Markdown = ">=3.6"
 MarkupSafe = ">=1.1"
-mkdocs = ">=1.4"
-mkdocs-autorefs = ">=1.3"
-mkdocs-get-deps = ">=0.2"
+mkdocs = ">=1.6"
+mkdocs-autorefs = ">=1.4"
 pymdown-extensions = ">=6.3"
 typing-extensions = {version = ">=4.1", markers = "python_version < \"3.10\""}
 
 [package.extras]
 crystal = ["mkdocstrings-crystal (>=0.3.4)"]
-python = ["mkdocstrings-python (>=0.5.2)"]
+python = ["mkdocstrings-python (>=1.16.2)"]
 python-legacy = ["mkdocstrings-python-legacy (>=0.2.1)"]
 
 [[package]]
 name = "mkdocstrings-python"
-version = "1.16.1"
+version = "1.16.6"
 description = "A Python handler for mkdocstrings."
 optional = false
 python-versions = ">=3.9"
 groups = ["dev"]
 files = [
-    {file = "mkdocstrings_python-1.16.1-py3-none-any.whl", hash = "sha256:b88ff6fc6a293cee9cb42313f1cba37a2c5cdf37bcc60b241ec7ab66b5d41b58"},
-    {file = "mkdocstrings_python-1.16.1.tar.gz", hash = "sha256:d7152d17da74d3616a0f17df5d2da771ecf7340518c158650e5a64a0a95973f4"},
+    {file = "mkdocstrings_python-1.16.6-py3-none-any.whl", hash = "sha256:de877dd71f69878c973c4897a39683b7b6961bee7b058879095b69681488453f"},
+    {file = "mkdocstrings_python-1.16.6.tar.gz", hash = "sha256:cefe0f0e17ab4a4611f01b0a2af75e4298664e0ff54feb83c91a485bfed82dc9"},
 ]
 
 [package.dependencies]
 griffe = ">=0.49"
-mkdocs-autorefs = ">=1.2"
-mkdocstrings = ">=0.28"
+mkdocs-autorefs = ">=1.4"
+mkdocstrings = ">=0.28.3"
 typing-extensions = {version = ">=4.0", markers = "python_version < \"3.11\""}
 
 [[package]]
@@ -2815,14 +2856,14 @@ typing-extensions = {version = "*", markers = "python_version < \"3.12\""}
 
 [[package]]
 name = "mypy-boto3-dynamodb"
-version = "1.37.0"
-description = "Type annotations for boto3 DynamoDB 1.37.0 service generated with mypy-boto3-builder 8.9.2"
+version = "1.37.12"
+description = "Type annotations for boto3 DynamoDB 1.37.12 service generated with mypy-boto3-builder 8.10.0"
 optional = false
 python-versions = ">=3.8"
 groups = ["dev"]
 files = [
-    {file = "mypy_boto3_dynamodb-1.37.0-py3-none-any.whl", hash = "sha256:3ab2c0b7eda0440804918c4f4765efcc296491be39a56ece67b6d5b72a39e8b2"},
-    {file = "mypy_boto3_dynamodb-1.37.0.tar.gz", hash = "sha256:ba421689c3f00c6616ab05e0c2145fb8f97d014bba386caa89b1a4451a49d2b8"},
+    {file = "mypy_boto3_dynamodb-1.37.12-py3-none-any.whl", hash = "sha256:a4b2770ec1f8d6096b5e6d863800f3ff742c86a17dfa5e6b012ed7f7ccd28921"},
+    {file = "mypy_boto3_dynamodb-1.37.12.tar.gz", hash = "sha256:0e4d7a16fb9dba7aab7ac9ba8ff3721f9696a8484b1eed693b7949164b7805ba"},
 ]
 
 [package.dependencies]
@@ -2845,14 +2886,14 @@ typing-extensions = {version = "*", markers = "python_version < \"3.12\""}
 
 [[package]]
 name = "mypy-boto3-logs"
-version = "1.37.0"
-description = "Type annotations for boto3 CloudWatchLogs 1.37.0 service generated with mypy-boto3-builder 8.9.2"
+version = "1.37.12"
+description = "Type annotations for boto3 CloudWatchLogs 1.37.12 service generated with mypy-boto3-builder 8.10.0"
 optional = false
 python-versions = ">=3.8"
 groups = ["dev"]
 files = [
-    {file = "mypy_boto3_logs-1.37.0-py3-none-any.whl", hash = "sha256:74c5a2a7f7c6faf49970cad94d93909a15935c206f2920c6a55de8721f1a9aa6"},
-    {file = "mypy_boto3_logs-1.37.0.tar.gz", hash = "sha256:9e3785499d48ce73427f2f79d5b908273ea9960bde40b33284d4c95fb041c3a7"},
+    {file = "mypy_boto3_logs-1.37.12-py3-none-any.whl", hash = "sha256:7861bdde73fb41efa080deb66980727164d582293f49e2cfbc81da45710b459e"},
+    {file = "mypy_boto3_logs-1.37.12.tar.gz", hash = "sha256:184547a47deae4d06d3f36b93d18b9742d55bf09b66dc48ec4a9e70c79a9e2da"},
 ]
 
 [package.dependencies]
@@ -2890,14 +2931,14 @@ typing-extensions = {version = "*", markers = "python_version < \"3.12\""}
 
 [[package]]
 name = "mypy-boto3-ssm"
-version = "1.37.0"
-description = "Type annotations for boto3 SSM 1.37.0 service generated with mypy-boto3-builder 8.9.2"
+version = "1.37.4"
+description = "Type annotations for boto3 SSM 1.37.4 service generated with mypy-boto3-builder 8.10.0"
 optional = false
 python-versions = ">=3.8"
 groups = ["dev"]
 files = [
-    {file = "mypy_boto3_ssm-1.37.0-py3-none-any.whl", hash = "sha256:09229b321969c4eb5b7e587e4f8078780605aa9d86baa9cdec6b924ef2a42024"},
-    {file = "mypy_boto3_ssm-1.37.0.tar.gz", hash = "sha256:d250c41e87f9983b885f0b105449a54b74de19764aefb16e6066c8e06c5b57ae"},
+    {file = "mypy_boto3_ssm-1.37.4-py3-none-any.whl", hash = "sha256:db8097b631ccba425a5bc65c189f2e2933ac908671e4d436195c75f22305cab6"},
+    {file = "mypy_boto3_ssm-1.37.4.tar.gz", hash = "sha256:7e7869788aa4db85171278990a115a76425b2de6db28074a1f166b946ecca522"},
 ]
 
 [package.dependencies]
@@ -2937,6 +2978,7 @@ description = "Python package for creating and manipulating graphs and networks"
 optional = false
 python-versions = ">=3.9"
 groups = ["dev"]
+markers = "python_version < \"3.10\""
 files = [
     {file = "networkx-3.2.1-py3-none-any.whl", hash = "sha256:f18c69adc97877c42332c170849c96cefa91881c99a7cb3e95b7c659ebdc1ec2"},
     {file = "networkx-3.2.1.tar.gz", hash = "sha256:9f1bb5cf3409bf324e0a722c20bdb4c20ee39bf1c30ce8ae499c8502b0b5e0c6"},
@@ -2949,6 +2991,27 @@ doc = ["nb2plots (>=0.7)", "nbconvert (<7.9)", "numpydoc (>=1.6)", "pillow (>=9.
 extra = ["lxml (>=4.6)", "pydot (>=1.4.2)", "pygraphviz (>=1.11)", "sympy (>=1.10)"]
 test = ["pytest (>=7.2)", "pytest-cov (>=4.0)"]
 
+[[package]]
+name = "networkx"
+version = "3.4.2"
+description = "Python package for creating and manipulating graphs and networks"
+optional = false
+python-versions = ">=3.10"
+groups = ["dev"]
+markers = "python_version >= \"3.10\""
+files = [
+    {file = "networkx-3.4.2-py3-none-any.whl", hash = "sha256:df5d4365b724cf81b8c6a7312509d0c22386097011ad1abe274afd5e9d3bbc5f"},
+    {file = "networkx-3.4.2.tar.gz", hash = "sha256:307c3669428c5362aab27c8a1260aa8f47c4e91d3891f48be0141738d8d053e1"},
+]
+
+[package.extras]
+default = ["matplotlib (>=3.7)", "numpy (>=1.24)", "pandas (>=2.0)", "scipy (>=1.10,!=1.11.0,!=1.11.1)"]
+developer = ["changelist (==0.5)", "mypy (>=1.1)", "pre-commit (>=3.2)", "rtoml"]
+doc = ["intersphinx-registry", "myst-nb (>=1.1)", "numpydoc (>=1.8.0)", "pillow (>=9.4)", "pydata-sphinx-theme (>=0.15)", "sphinx (>=7.3)", "sphinx-gallery (>=0.16)", "texext (>=0.6.7)"]
+example = ["cairocffi (>=1.7)", "contextily (>=1.6)", "igraph (>=0.11)", "momepy (>=0.7.2)", "osmnx (>=1.9)", "scikit-learn (>=1.5)", "seaborn (>=0.13)"]
+extra = ["lxml (>=4.6)", "pydot (>=3.0.1)", "pygraphviz (>=1.14)", "sympy (>=1.10)"]
+test = ["pytest (>=7.2)", "pytest-cov (>=4.0)"]
+
 [[package]]
 name = "nox"
 version = "2024.10.9"
@@ -2974,20 +3037,19 @@ uv = ["uv (>=0.1.6)"]
 
 [[package]]
 name = "opentelemetry-api"
-version = "1.16.0"
+version = "1.31.0"
 description = "OpenTelemetry Python API"
-optional = true
-python-versions = ">=3.7"
-groups = ["main"]
-markers = "extra == \"datadog\""
+optional = false
+python-versions = ">=3.8"
+groups = ["main", "dev"]
 files = [
-    {file = "opentelemetry_api-1.16.0-py3-none-any.whl", hash = "sha256:79e8f0cf88dbdd36b6abf175d2092af1efcaa2e71552d0d2b3b181a9707bf4bc"},
-    {file = "opentelemetry_api-1.16.0.tar.gz", hash = "sha256:4b0e895a3b1f5e1908043ebe492d33e33f9ccdbe6d02d3994c2f8721a63ddddb"},
+    {file = "opentelemetry_api-1.31.0-py3-none-any.whl", hash = "sha256:145b72c6c16977c005c568ec32f4946054ab793d8474a17fd884b0397582c5f2"},
+    {file = "opentelemetry_api-1.31.0.tar.gz", hash = "sha256:d8da59e83e8e3993b4726e4c1023cd46f57c4d5a73142e239247e7d814309de1"},
 ]
 
 [package.dependencies]
 deprecated = ">=1.2.6"
-setuptools = ">=16.0"
+importlib-metadata = ">=6.0,<8.7.0"
 
 [[package]]
 name = "packaging"
@@ -3031,16 +3093,19 @@ files = [
 
 [[package]]
 name = "pbr"
-version = "6.1.0"
+version = "6.1.1"
 description = "Python Build Reasonableness"
 optional = false
 python-versions = ">=2.6"
 groups = ["dev"]
 files = [
-    {file = "pbr-6.1.0-py2.py3-none-any.whl", hash = "sha256:a776ae228892d8013649c0aeccbb3d5f99ee15e005a4cbb7e61d55a067b28a2a"},
-    {file = "pbr-6.1.0.tar.gz", hash = "sha256:788183e382e3d1d7707db08978239965e8b9e4e5ed42669bf4758186734d5f24"},
+    {file = "pbr-6.1.1-py2.py3-none-any.whl", hash = "sha256:38d4daea5d9fa63b3f626131b9d34947fd0c8be9b05a29276870580050a25a76"},
+    {file = "pbr-6.1.1.tar.gz", hash = "sha256:93ea72ce6989eb2eed99d0f75721474f69ad88128afdef5ac377eb797c4bf76b"},
 ]
 
+[package.dependencies]
+setuptools = "*"
+
 [[package]]
 name = "platformdirs"
 version = "4.3.6"
@@ -3089,24 +3154,21 @@ files = [
 
 [[package]]
 name = "protobuf"
-version = "5.29.3"
+version = "6.30.1"
 description = ""
-optional = true
-python-versions = ">=3.8"
-groups = ["main"]
-markers = "extra == \"datadog\""
+optional = false
+python-versions = ">=3.9"
+groups = ["main", "dev"]
 files = [
-    {file = "protobuf-5.29.3-cp310-abi3-win32.whl", hash = "sha256:3ea51771449e1035f26069c4c7fd51fba990d07bc55ba80701c78f886bf9c888"},
-    {file = "protobuf-5.29.3-cp310-abi3-win_amd64.whl", hash = "sha256:a4fa6f80816a9a0678429e84973f2f98cbc218cca434abe8db2ad0bffc98503a"},
-    {file = "protobuf-5.29.3-cp38-abi3-macosx_10_9_universal2.whl", hash = "sha256:a8434404bbf139aa9e1300dbf989667a83d42ddda9153d8ab76e0d5dcaca484e"},
-    {file = "protobuf-5.29.3-cp38-abi3-manylinux2014_aarch64.whl", hash = "sha256:daaf63f70f25e8689c072cfad4334ca0ac1d1e05a92fc15c54eb9cf23c3efd84"},
-    {file = "protobuf-5.29.3-cp38-abi3-manylinux2014_x86_64.whl", hash = "sha256:c027e08a08be10b67c06bf2370b99c811c466398c357e615ca88c91c07f0910f"},
-    {file = "protobuf-5.29.3-cp38-cp38-win32.whl", hash = "sha256:84a57163a0ccef3f96e4b6a20516cedcf5bb3a95a657131c5c3ac62200d23252"},
-    {file = "protobuf-5.29.3-cp38-cp38-win_amd64.whl", hash = "sha256:b89c115d877892a512f79a8114564fb435943b59067615894c3b13cd3e1fa107"},
-    {file = "protobuf-5.29.3-cp39-cp39-win32.whl", hash = "sha256:0eb32bfa5219fc8d4111803e9a690658aa2e6366384fd0851064b963b6d1f2a7"},
-    {file = "protobuf-5.29.3-cp39-cp39-win_amd64.whl", hash = "sha256:6ce8cc3389a20693bfde6c6562e03474c40851b44975c9b2bf6df7d8c4f864da"},
-    {file = "protobuf-5.29.3-py3-none-any.whl", hash = "sha256:0a18ed4a24198528f2333802eb075e59dea9d679ab7a6c5efb017a59004d849f"},
-    {file = "protobuf-5.29.3.tar.gz", hash = "sha256:5da0f41edaf117bde316404bad1a486cb4ededf8e4a54891296f648e8e076620"},
+    {file = "protobuf-6.30.1-cp310-abi3-win32.whl", hash = "sha256:ba0706f948d0195f5cac504da156d88174e03218d9364ab40d903788c1903d7e"},
+    {file = "protobuf-6.30.1-cp310-abi3-win_amd64.whl", hash = "sha256:ed484f9ddd47f0f1bf0648806cccdb4fe2fb6b19820f9b79a5adf5dcfd1b8c5f"},
+    {file = "protobuf-6.30.1-cp39-abi3-macosx_10_9_universal2.whl", hash = "sha256:aa4f7dfaed0d840b03d08d14bfdb41348feaee06a828a8c455698234135b4075"},
+    {file = "protobuf-6.30.1-cp39-abi3-manylinux2014_aarch64.whl", hash = "sha256:47cd320b7db63e8c9ac35f5596ea1c1e61491d8a8eb6d8b45edc44760b53a4f6"},
+    {file = "protobuf-6.30.1-cp39-abi3-manylinux2014_x86_64.whl", hash = "sha256:e3083660225fa94748ac2e407f09a899e6a28bf9c0e70c75def8d15706bf85fc"},
+    {file = "protobuf-6.30.1-cp39-cp39-win32.whl", hash = "sha256:554d7e61cce2aa4c63ca27328f757a9f3867bce8ec213bf09096a8d16bcdcb6a"},
+    {file = "protobuf-6.30.1-cp39-cp39-win_amd64.whl", hash = "sha256:b510f55ce60f84dc7febc619b47215b900466e3555ab8cb1ba42deb4496d6cc0"},
+    {file = "protobuf-6.30.1-py3-none-any.whl", hash = "sha256:3c25e51e1359f1f5fa3b298faa6016e650d148f214db2e47671131b9063c53be"},
+    {file = "protobuf-6.30.1.tar.gz", hash = "sha256:535fb4e44d0236893d5cf1263a0f706f1160b689a7ab962e9da8a9ce4050b780"},
 ]
 
 [[package]]
@@ -3157,7 +3219,7 @@ files = [
     {file = "pydantic-2.10.6-py3-none-any.whl", hash = "sha256:427d664bf0b8a2b34ff5dd0f5a18df00591adcee7198fbd71981054cef37b584"},
     {file = "pydantic-2.10.6.tar.gz", hash = "sha256:ca5daa827cce33de7a42be142548b0096bf05a7e7b365aebfa5f8eeec7128236"},
 ]
-markers = {main = "extra == \"all\" or extra == \"parser\""}
+markers = {main = "extra == \"parser\" or extra == \"all\""}
 
 [package.dependencies]
 annotated-types = ">=0.6.0"
@@ -3277,7 +3339,7 @@ files = [
     {file = "pydantic_core-2.27.2-pp39-pypy39_pp73-win_amd64.whl", hash = "sha256:7d0c8399fcc1848491f00e0314bd59fb34a9c008761bcb422a057670c3f65e35"},
     {file = "pydantic_core-2.27.2.tar.gz", hash = "sha256:eb026e5a4c1fee05726072337ff51d1efb6f59090b7da90d30ea58625b1ffb39"},
 ]
-markers = {main = "extra == \"all\" or extra == \"parser\""}
+markers = {main = "extra == \"parser\" or extra == \"all\""}
 
 [package.dependencies]
 typing-extensions = ">=4.6.0,<4.7.0 || >4.7.0"
@@ -3321,14 +3383,14 @@ windows-terminal = ["colorama (>=0.4.6)"]
 
 [[package]]
 name = "pymdown-extensions"
-version = "10.14.2"
+version = "10.14.3"
 description = "Extension pack for Python Markdown."
 optional = false
 python-versions = ">=3.8"
 groups = ["dev"]
 files = [
-    {file = "pymdown_extensions-10.14.2-py3-none-any.whl", hash = "sha256:f45bc5892410e54fd738ab8ccd736098b7ff0cb27fdb4bf24d0a0c6584bc90e1"},
-    {file = "pymdown_extensions-10.14.2.tar.gz", hash = "sha256:7a77b8116dc04193f2c01143760a43387bd9dc4aa05efacb7d838885a7791253"},
+    {file = "pymdown_extensions-10.14.3-py3-none-any.whl", hash = "sha256:05e0bee73d64b9c71a4ae17c72abc2f700e8bc8403755a00580b49a4e9f189e9"},
+    {file = "pymdown_extensions-10.14.3.tar.gz", hash = "sha256:41e576ce3f5d650be59e900e4ceff231e0aed2a88cf30acaee41e02f063a061b"},
 ]
 
 [package.dependencies]
@@ -3522,31 +3584,29 @@ cli = ["click (>=5.0)"]
 
 [[package]]
 name = "pywin32"
-version = "308"
+version = "310"
 description = "Python for Window Extensions"
 optional = false
 python-versions = "*"
 groups = ["dev"]
 markers = "sys_platform == \"win32\""
 files = [
-    {file = "pywin32-308-cp310-cp310-win32.whl", hash = "sha256:796ff4426437896550d2981b9c2ac0ffd75238ad9ea2d3bfa67a1abd546d262e"},
-    {file = "pywin32-308-cp310-cp310-win_amd64.whl", hash = "sha256:4fc888c59b3c0bef905ce7eb7e2106a07712015ea1c8234b703a088d46110e8e"},
-    {file = "pywin32-308-cp310-cp310-win_arm64.whl", hash = "sha256:a5ab5381813b40f264fa3495b98af850098f814a25a63589a8e9eb12560f450c"},
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 [[package]]
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 [[package]]
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 [[package]]
@@ -4033,21 +4093,21 @@ files = [
 
 [[package]]
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+version = "0.11.4"
 description = "An Amazon S3 Transfer Manager"
 optional = false
 python-versions = ">=3.8"
 groups = ["main", "dev"]
 files = [
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 [package.dependencies]
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 [package.extras]
-crt = ["botocore[crt] (>=1.36.0,<2.0a.0)"]
+crt = ["botocore[crt] (>=1.37.4,<2.0a.0)"]
 
 [[package]]
 name = "scantree"
@@ -4067,14 +4127,14 @@ pathspec = ">=0.10.1"
 
 [[package]]
 name = "sentry-sdk"
-version = "2.22.0"
+version = "2.23.1"
 description = "Python client for Sentry (https://sentry.io)"
 optional = false
 python-versions = ">=3.6"
 groups = ["dev"]
 files = [
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 [package.dependencies]
@@ -4124,15 +4184,14 @@ unleash = ["UnleashClient (>=6.0.1)"]
 
 [[package]]
 name = "setuptools"
-version = "75.8.0"
+version = "76.1.0"
 description = "Easily download, build, install, upgrade, and uninstall Python packages"
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+optional = false
 python-versions = ">=3.9"
-groups = ["main"]
-markers = "extra == \"datadog\""
+groups = ["dev"]
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 [package.extras]
@@ -4182,14 +4241,14 @@ files = [
 
 [[package]]
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+version = "5.4.1"
 description = "Manage dynamic plugins for Python applications"
 optional = false
 python-versions = ">=3.9"
 groups = ["dev"]
 files = [
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 [package.dependencies]
@@ -4328,26 +4387,26 @@ test = ["mypy ; platform_python_implementation != \"PyPy\"", "pytest", "typing-e
 
 [[package]]
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 python-versions = ">=3.8"
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 [[package]]
 name = "types-cffi"
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+version = "1.16.0.20250318"
 description = "Typing stubs for cffi"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 groups = ["dev"]
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 [package.dependencies]
@@ -4414,28 +4473,31 @@ types-urllib3 = "*"
 
 [[package]]
 name = "types-s3transfer"
-version = "0.11.2"
+version = "0.11.4"
 description = "Type annotations and code completion for s3transfer"
 optional = false
 python-versions = ">=3.8"
 groups = ["dev"]
 files = [
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 ]
 
 [[package]]
 name = "types-setuptools"
-version = "75.8.0.20250110"
+version = "76.0.0.20250313"
 description = "Typing stubs for setuptools"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 groups = ["dev"]
 files = [
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-    {file = "types_setuptools-75.8.0.20250110.tar.gz", hash = "sha256:96f7ec8bbd6e0a54ea180d66ad68ad7a1d7954e7281a710ea2de75e355545271"},
+    {file = "types_setuptools-76.0.0.20250313-py3-none-any.whl", hash = "sha256:bf454b2a49b8cfd7ebcf5844d4dd5fe4c8666782df1e3663c5866fd51a47460e"},
+    {file = "types_setuptools-76.0.0.20250313.tar.gz", hash = "sha256:b2be66f550f95f3cad2a7d46177b273c7e9c80df7d257fa57addbbcfc8126a9e"},
 ]
 
+[package.dependencies]
+setuptools = "*"
+
 [[package]]
 name = "types-urllib3"
 version = "1.26.25.14"
@@ -4464,10 +4526,9 @@ files = [
 name = "ujson"
 version = "5.10.0"
 description = "Ultra fast JSON encoder and decoder for Python"
-optional = true
+optional = false
 python-versions = ">=3.8"
-groups = ["main"]
-markers = "extra == \"datadog\""
+groups = ["main", "dev"]
 files = [
     {file = "ujson-5.10.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:2601aa9ecdbee1118a1c2065323bda35e2c5a2cf0797ef4522d485f9d3ef65bd"},
     {file = "ujson-5.10.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:348898dd702fc1c4f1051bc3aacbf894caa0927fe2c53e68679c073375f732cf"},
@@ -4583,30 +4644,30 @@ socks = ["PySocks (>=1.5.6,!=1.5.7,<2.0)"]
 
 [[package]]
 name = "uv"
-version = "0.5.27"
+version = "0.6.7"
 description = "An extremely fast Python package and project manager, written in Rust."
 optional = false
 python-versions = ">=3.8"
 groups = ["dev"]
 files = [
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-    {file = "uv-0.5.27-py3-none-macosx_10_12_x86_64.whl", hash = "sha256:5f6042fb5d29b09408a0f17016cce1b9ddc6298fbf712b15b01862078e1a4fc5"},
-    {file = "uv-0.5.27-py3-none-macosx_11_0_arm64.whl", hash = "sha256:5e8ce099c129e48c88c1bfa92f3b439c0dbd314e6ea29609ebe9f281c051e8ac"},
-    {file = "uv-0.5.27-py3-none-manylinux_2_17_aarch64.manylinux2014_aarch64.musllinux_1_1_aarch64.whl", hash = "sha256:5ca212d3c8141e3f25b1aaed124f34c782af93d94ca03638f295fde6bb15f8a6"},
-    {file = "uv-0.5.27-py3-none-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:7bd021410bcaf64c197916c33d2bbca08b8ff3ced7e17936fa037dc96146dcca"},
-    {file = "uv-0.5.27-py3-none-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:fef326056b5551f0ef9d2c0ddacfe69940bdc01b30d39a78fac13fe24c23bfe9"},
-    {file = "uv-0.5.27-py3-none-manylinux_2_17_ppc64.manylinux2014_ppc64.whl", hash = "sha256:dc40d3912edde1a504dba31f034e88bc178c5ba8771c13aab8ca7781711be6bf"},
-    {file = "uv-0.5.27-py3-none-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:ebfa9bbcf82db56cd65aca91b08839c247806a7c2cb6c7ddf8c762ece083e7bd"},
-    {file = "uv-0.5.27-py3-none-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:751e64d543a965a44a02aa1de9d83c861a2721cc57ee7f6aa7f1c6c6018b3511"},
-    {file = "uv-0.5.27-py3-none-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:f78e0753dd24b0f1adb5cc99a733848ef59d070a3e2dba88810e7bf78512971b"},
-    {file = "uv-0.5.27-py3-none-manylinux_2_28_aarch64.whl", hash = "sha256:e7eab779aa2cbdfb768c420d51f4275d60f9d68d54ee41e2db34966a16d1318b"},
-    {file = "uv-0.5.27-py3-none-musllinux_1_1_armv7l.whl", hash = "sha256:4d9159eb1c1b4f762cba924ea879470752f17de48dc07516d22dea9887db6fd7"},
-    {file = "uv-0.5.27-py3-none-musllinux_1_1_i686.whl", hash = "sha256:c31e440fc479da7385158393ab5f25a00dbb8c993f83deaaf3d4d3db3a706694"},
-    {file = "uv-0.5.27-py3-none-musllinux_1_1_x86_64.whl", hash = "sha256:fb9e7f9ab760aa21dfaac5ff876f43683a7eab1619c8fe063438abf4dd3bddef"},
-    {file = "uv-0.5.27-py3-none-win32.whl", hash = "sha256:9dfb3adaee9bd9574c7743ff9a3a108cb8f95ffef4fe85f177e435a996aa6428"},
-    {file = "uv-0.5.27-py3-none-win_amd64.whl", hash = "sha256:3046562b314513c69f93f33f5d933d470413355257a5c67c8ea34022fa53fd3b"},
-    {file = "uv-0.5.27-py3-none-win_arm64.whl", hash = "sha256:e0d265294b565f7b136d4dc65a7cb90aa98e0a9ff824edf33644537a231a45ab"},
-    {file = "uv-0.5.27.tar.gz", hash = "sha256:5d8174d71c2d884181a79c96b35a0ef1e4b4a57356c53d781399da015f393b24"},
+    {file = "uv-0.6.7-py3-none-linux_armv6l.whl", hash = "sha256:d069bf5f02a5ccc7bff5f4a047e9b11569cb8c1f26db5ec3ee78e30b36ade0a6"},
+    {file = "uv-0.6.7-py3-none-macosx_10_12_x86_64.whl", hash = "sha256:b4beed4004f3cc9b2691d21c40a9a2ff3ddb0e2bb42cacc9545b58bec19c9df7"},
+    {file = "uv-0.6.7-py3-none-macosx_11_0_arm64.whl", hash = "sha256:33707fba877cf58cc47406d5910cbfd22cdb2e19451e8b79857d4699650ed37c"},
+    {file = "uv-0.6.7-py3-none-manylinux_2_17_aarch64.manylinux2014_aarch64.musllinux_1_1_aarch64.whl", hash = "sha256:04125921e6c670480254f8e63b863b1040bc84d6286f7a8c0b5a4d29f0aa55e9"},
+    {file = "uv-0.6.7-py3-none-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:2f09db1158bcc3edad033ee0b5b6a4848af8291e3b271cd76ace3524825d84ea"},
+    {file = "uv-0.6.7-py3-none-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:32ba45607c9140e8d391a5fd22d5d0b22fc7e0ce76988a39c6aeeb0065bc348a"},
+    {file = "uv-0.6.7-py3-none-manylinux_2_17_ppc64.manylinux2014_ppc64.whl", hash = "sha256:02bcb6e57aaa147b89bdcd55f5ef6c23b18883c8ce0859dafb2f1cf32ae010e3"},
+    {file = "uv-0.6.7-py3-none-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:04832e48d87328f75d7b59a2d00ee3ed3060eaca4777924dba1515f0c00ff5ac"},
+    {file = "uv-0.6.7-py3-none-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:8efd1da986f1380d4b225e1a2e39d5870697487775a3db5a24358b09946a431d"},
+    {file = "uv-0.6.7-py3-none-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:840aa6212289f27d56b2c0cbeb4e95cb5726da8674663ab27d4ec80e3be2a081"},
+    {file = "uv-0.6.7-py3-none-manylinux_2_28_aarch64.whl", hash = "sha256:97e57773e6107ee578d2483e2cb1342dc2b9379d20f9e559668f053599347caf"},
+    {file = "uv-0.6.7-py3-none-musllinux_1_1_armv7l.whl", hash = "sha256:2cfc48a4b0cd10df5950d41503798f1b785f33eb0ab1cadf9ceb4a03839e5a48"},
+    {file = "uv-0.6.7-py3-none-musllinux_1_1_i686.whl", hash = "sha256:a572ce4c1286092414ada69ed05de4b2aca3666f30aa5b119191ccb30c7d96d6"},
+    {file = "uv-0.6.7-py3-none-musllinux_1_1_x86_64.whl", hash = "sha256:57be4e71104bf0244c9b19940bc877d1a7966c0ef43851950f56d2b8d18a8a5b"},
+    {file = "uv-0.6.7-py3-none-win32.whl", hash = "sha256:10465c6ec8a02b75deeef45f7b97fe74ae1ee9148b8f6fdd4c84fc4876de5745"},
+    {file = "uv-0.6.7-py3-none-win_amd64.whl", hash = "sha256:9bccdef3983f0d31830f3cbe6d00384a1d2d5a7175023ba6c5a8acea2804106a"},
+    {file = "uv-0.6.7-py3-none-win_arm64.whl", hash = "sha256:8c968ecabb39f3a6909435afc1ed84dc58cae05c99398f1975a0c5e22e4e8b1e"},
+    {file = "uv-0.6.7.tar.gz", hash = "sha256:aa558764265fb69c89c6b5dc7124265d74fb8265d81a91079912df376ff4a3b2"},
 ]
 
 [[package]]
@@ -4626,14 +4687,14 @@ test = ["coverage", "flake8 (>=3.7)", "mypy", "pretend", "pytest"]
 
 [[package]]
 name = "virtualenv"
-version = "20.29.1"
+version = "20.29.3"
 description = "Virtual Python Environment builder"
 optional = false
 python-versions = ">=3.8"
 groups = ["dev"]
 files = [
-    {file = "virtualenv-20.29.1-py3-none-any.whl", hash = "sha256:4e4cb403c0b0da39e13b46b1b2476e505cb0046b25f242bee80f62bf990b2779"},
-    {file = "virtualenv-20.29.1.tar.gz", hash = "sha256:b8b8970138d32fb606192cb97f6cd4bb644fa486be9308fb9b63f81091b5dc35"},
+    {file = "virtualenv-20.29.3-py3-none-any.whl", hash = "sha256:3e3d00f5807e83b234dfb6122bf37cfadf4be216c53a49ac059d02414f819170"},
+    {file = "virtualenv-20.29.3.tar.gz", hash = "sha256:95e39403fcf3940ac45bc717597dba16110b74506131845d9b687d5e73d947ac"},
 ]
 
 [package.dependencies]
@@ -4792,7 +4853,6 @@ files = [
     {file = "wrapt-1.17.2-py3-none-any.whl", hash = "sha256:b18f2d1533a71f069c7f82d524a52599053d4c7166e9dd374ae2136b7f40f7c8"},
     {file = "wrapt-1.17.2.tar.gz", hash = "sha256:41388e9d4d1522446fe79d3213196bd9e3b301a336965b9e27ca2788ebd122f3"},
 ]
-markers = {main = "extra == \"all\" or extra == \"datamasking\" or extra == \"tracer\" or extra == \"datadog\""}
 
 [[package]]
 name = "xenon"
@@ -4815,10 +4875,9 @@ requests = ">=2.0,<3.0"
 name = "xmltodict"
 version = "0.14.2"
 description = "Makes working with XML feel like you are working with JSON"
-optional = true
+optional = false
 python-versions = ">=3.6"
-groups = ["main"]
-markers = "extra == \"datadog\""
+groups = ["main", "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"},
@@ -4830,7 +4889,7 @@ version = "3.21.0"
 description = "Backport of pathlib-compatible object wrapper for zip files"
 optional = false
 python-versions = ">=3.9"
-groups = ["dev"]
+groups = ["main", "dev"]
 files = [
     {file = "zipp-3.21.0-py3-none-any.whl", hash = "sha256:ac1bbe05fd2991f160ebce24ffbac5f6d11d83dc90891255885223d42b3cd931"},
     {file = "zipp-3.21.0.tar.gz", hash = "sha256:2c9958f6430a2040341a52eb608ed6dd93ef4392e02ffe219417c1b28b5dd1f4"},
@@ -4857,4 +4916,4 @@ validation = ["fastjsonschema"]
 [metadata]
 lock-version = "2.1"
 python-versions = ">=3.9,<4.0.0"
-content-hash = "7577ced618dea0803fc6c8ce4fa9e7a55893402906d000ef23e2840cdda494e6"
+content-hash = "596322e3dd2a8a6088b64d57f20bbc3ccdd415ad721e2151008090b36a54372f"
diff --git a/pyproject.toml b/pyproject.toml
index a5e4042ee8f..d387dd77ba2 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -51,9 +51,9 @@ pydantic = { version = "^2.4.0", optional = true }
 pydantic-settings = {version = "^2.6.1", optional = true}
 boto3 = { version = "^1.34.32", optional = true }
 redis = { version = ">=4.4,<6.0", optional = true }
-datadog-lambda = { version = ">=4.77,<7.0", optional = true }
 aws-encryption-sdk = { version = ">=3.1.1,<5.0.0", optional = true }
 jsonpath-ng = { version = "^1.6.0", optional = true }
+datadog-lambda = { version = "^6.106.0", optional = true }
 
 
 [tool.poetry.extras]
@@ -123,6 +123,7 @@ boto3-stubs = {extras = ["appconfig", "appconfigdata", "cloudformation", "cloudw
 nox = "^2024.4.15"
 mkdocstrings-python = "^1.13.0"
 licensecheck = "^2024.3"
+datadog-lambda = "^6.106.0"
 
 [tool.coverage.run]
 source = ["aws_lambda_powertools"]
diff --git a/tests/functional/metrics/datadog/test_metrics_datadog.py b/tests/functional/metrics/datadog/test_metrics_datadog.py
index 631518287a0..ff1021ec70f 100644
--- a/tests/functional/metrics/datadog/test_metrics_datadog.py
+++ b/tests/functional/metrics/datadog/test_metrics_datadog.py
@@ -46,6 +46,20 @@ def test_datadog_write_to_log_with_env_variable(capsys, monkeypatch):
     assert logs == json.loads('{"m":"item_sold","v":1,"e":"","t":["product:latte","order:online"]}')
 
 
+def test_datadog_disable_write_to_log_with_env_variable(capsys, monkeypatch):
+    # GIVEN DD_FLUSH_TO_LOG env is configured
+    monkeypatch.setenv("DD_FLUSH_TO_LOG", "False")
+    metrics = DatadogMetrics()
+
+    # WHEN we add a metric
+    metrics.add_metric(name="item_sold", value=1, product="latte", order="online")
+    metrics.flush_metrics()
+    logs = capsys.readouterr().out.strip()
+
+    # THEN metrics is not flushed
+    assert not logs
+
+
 def test_datadog_with_invalid_metric_value():
     # GIVEN DatadogMetrics is initialized
     metrics = DatadogMetrics()
@@ -405,7 +419,7 @@ def test_metrics_enabled_with_env_var_false(monkeypatch, capsys):
     monkeypatch.setenv("POWERTOOLS_METRICS_DISABLED", "false")
 
     # WHEN metrics is initialized with namespace and metrics added
-    metrics = DatadogMetrics(namespace="test")
+    metrics = DatadogMetrics(namespace="test", flush_to_log=True)
     metrics.add_metric(name="test_metric", value=1)
     metrics.flush_metrics()
 
@@ -421,7 +435,7 @@ def test_metrics_enabled_with_env_var_not_set(monkeypatch, capsys):
     monkeypatch.delenv("POWERTOOLS_METRICS_DISABLED", raising=False)
 
     # WHEN metrics is initialized with namespace and metrics added
-    metrics = DatadogMetrics(namespace="test")
+    metrics = DatadogMetrics(namespace="test", flush_to_log=True)
     metrics.add_metric(name="test_metric", value=1)
     metrics.flush_metrics()
 
@@ -437,7 +451,7 @@ def test_metrics_enabled_with_dev_mode_false(monkeypatch, capsys):
     monkeypatch.setenv("POWERTOOLS_DEV", "false")
 
     # WHEN metrics is initialized
-    metrics = DatadogMetrics(namespace="test")
+    metrics = DatadogMetrics(namespace="test", flush_to_log=True)
     metrics.add_metric(name="test_metric", value=1)
     metrics.flush_metrics()
 
@@ -453,7 +467,7 @@ def test_metrics_disabled_dev_mode_overrides_metrics_disabled(monkeypatch, capsy
     monkeypatch.setenv("POWERTOOLS_METRICS_DISABLED", "false")
 
     # WHEN metrics is initialized
-    metrics = DatadogMetrics(namespace="test")
+    metrics = DatadogMetrics(namespace="test", flush_to_log=True)
     metrics.add_metric(name="test_metric", value=1)
     metrics.flush_metrics()
 
@@ -471,7 +485,7 @@ def test_metrics_enabled_with_both_false(monkeypatch, capsys):
     monkeypatch.setenv("POWERTOOLS_METRICS_DISABLED", "false")
 
     # WHEN metrics is initialized
-    metrics = DatadogMetrics(namespace="test")
+    metrics = DatadogMetrics(namespace="test", flush_to_log=True)
     metrics.add_metric(name="test_metric", value=1)
     metrics.flush_metrics()
 
@@ -487,7 +501,7 @@ def test_metrics_disabled_with_dev_mode_false_and_metrics_disabled_true(monkeypa
     monkeypatch.setenv("POWERTOOLS_METRICS_DISABLED", "true")
 
     # WHEN metrics is initialized
-    metrics = DatadogMetrics(namespace="test")
+    metrics = DatadogMetrics(namespace="test", flush_to_log=True)
     metrics.add_metric(name="test_metric", value=1)
     metrics.flush_metrics()