diff --git a/kubernetes/lib/charms/data_platform_libs/v0/data_models.py b/kubernetes/lib/charms/data_platform_libs/v1/data_models.py
similarity index 95%
rename from kubernetes/lib/charms/data_platform_libs/v0/data_models.py
rename to kubernetes/lib/charms/data_platform_libs/v1/data_models.py
index 087f6f3c5..9d700dbbb 100644
--- a/kubernetes/lib/charms/data_platform_libs/v0/data_models.py
+++ b/kubernetes/lib/charms/data_platform_libs/v1/data_models.py
@@ -1,4 +1,4 @@
-# Copyright 2023 Canonical Ltd.
+# Copyright 2024 Canonical Ltd.
 #
 # Licensed under the Apache License, Version 2.0 (the "License");
 # you may not use this file except in compliance with the License.
@@ -39,7 +39,7 @@
 
 ```python
 
-from charms.data_platform_libs.v0.data_models import BaseConfigModel
+from charms.data_platform_libs.v1.data_models import BaseConfigModel
 
 class MyConfig(BaseConfigModel):
 
@@ -164,20 +164,27 @@ class MergedDataBag(ProviderDataBag, RequirerDataBag):
 LIBID = "cb2094c5b07d47e1bf346aaee0fcfcfe"
 
 # Increment this major API version when introducing breaking changes
-LIBAPI = 0
+LIBAPI = 1
 
 # Increment this PATCH version before using `charmcraft publish-lib` or reset
 # to 0 if you are raising the major API version
-LIBPATCH = 5
+LIBPATCH = 0
 
-PYDEPS = ["ops>=2.0.0", "pydantic>=1.10,<2"]
+PYDEPS = ["ops>=2.0.0", "pydantic>=2,<3"]
 
 G = TypeVar("G")
 T = TypeVar("T", bound=BaseModel)
 AppModel = TypeVar("AppModel", bound=BaseModel)
 UnitModel = TypeVar("UnitModel", bound=BaseModel)
 
-DataBagNativeTypes = (int, str, float)
+DataBagNativeTypes = (
+    int,
+    str,
+    float,
+    Optional[int],
+    Optional[str],
+    Optional[float],
+)
 
 
 class BaseConfigModel(BaseModel):
@@ -233,7 +240,7 @@ def write(relation_data: RelationDataContent, model: BaseModel):
         relation_data: pointer to the relation databag
         model: instance of pydantic model to be written
     """
-    for key, value in model.dict(exclude_none=False).items():
+    for key, value in model.model_dump(exclude_none=False).items():
         if value:
             relation_data[key.replace("_", "-")] = (
                 str(value)
@@ -255,10 +262,10 @@ def read(relation_data: MutableMapping[str, str], obj: Type[T]) -> T:
         **{
             field_name: (
                 relation_data[parsed_key]
-                if field.outer_type_ in DataBagNativeTypes
+                if field_info.annotation in DataBagNativeTypes
                 else json.loads(relation_data[parsed_key])
             )
-            for field_name, field in obj.__fields__.items()
+            for field_name, field_info in obj.model_fields.items()
             # pyright: ignore[reportGeneralTypeIssues]
             if (parsed_key := field_name.replace("_", "-")) in relation_data
             if relation_data[parsed_key]
diff --git a/kubernetes/poetry.lock b/kubernetes/poetry.lock
index 7a9f10fd4..4014fe285 100644
--- a/kubernetes/poetry.lock
+++ b/kubernetes/poetry.lock
@@ -48,6 +48,18 @@ files = [
 attrs = ">=16.0.0"
 pluggy = ">=0.4.0"
 
+[[package]]
+name = "annotated-types"
+version = "0.7.0"
+description = "Reusable constraint types to use with typing.Annotated"
+optional = false
+python-versions = ">=3.8"
+groups = ["main", "charm-libs"]
+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"},
+]
+
 [[package]]
 name = "anyio"
 version = "4.4.0"
@@ -1439,56 +1451,129 @@ markers = {charm-libs = "platform_python_implementation != \"PyPy\" and implemen
 
 [[package]]
 name = "pydantic"
-version = "1.10.15"
-description = "Data validation and settings management using python type hints"
+version = "2.9.2"
+description = "Data validation using Python type hints"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 groups = ["main", "charm-libs"]
 files = [
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 ]
 
 [package.dependencies]
-typing-extensions = ">=4.2.0"
+annotated-types = ">=0.6.0"
+pydantic-core = "2.23.4"
+typing-extensions = [
+    {version = ">=4.12.2", markers = "python_version >= \"3.13\""},
+    {version = ">=4.6.1", markers = "python_version < \"3.13\""},
+]
 
 [package.extras]
-dotenv = ["python-dotenv (>=0.10.4)"]
-email = ["email-validator (>=1.0.3)"]
+email = ["email-validator (>=2.0.0)"]
+timezone = ["tzdata ; python_version >= \"3.9\" and sys_platform == \"win32\""]
+
+[[package]]
+name = "pydantic-core"
+version = "2.23.4"
+description = "Core functionality for Pydantic validation and serialization"
+optional = false
+python-versions = ">=3.8"
+groups = ["main", "charm-libs"]
+files = [
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+    {file = "pydantic_core-2.23.4.tar.gz", hash = "sha256:2584f7cf844ac4d970fba483a717dbe10c1c1c96a969bf65d61ffe94df1b2863"},
+]
+
+[package.dependencies]
+typing-extensions = ">=4.6.0,<4.7.0 || >4.7.0"
 
 [[package]]
 name = "pymacaroons"
@@ -2058,14 +2143,14 @@ files = [
 
 [[package]]
 name = "typing-extensions"
-version = "4.12.1"
-description = "Backported and Experimental Type Hints for Python 3.8+"
+version = "4.15.0"
+description = "Backported and Experimental Type Hints for Python 3.9+"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 groups = ["main", "charm-libs", "integration"]
 files = [
-    {file = "typing_extensions-4.12.1-py3-none-any.whl", hash = "sha256:6024b58b69089e5a89c347397254e35f1bf02a907728ec7fee9bf0fe837d203a"},
-    {file = "typing_extensions-4.12.1.tar.gz", hash = "sha256:915f5e35ff76f56588223f15fdd5938f9a1cf9195c0de25130c627e4d597f6d1"},
+    {file = "typing_extensions-4.15.0-py3-none-any.whl", hash = "sha256:f0fa19c6845758ab08074a0cfa8b7aecb71c999ca73d62883bc25cc018c4e548"},
+    {file = "typing_extensions-4.15.0.tar.gz", hash = "sha256:0cea48d173cc12fa28ecabc3b837ea3cf6f38c6d1136f85cbaaf598984861466"},
 ]
 
 [[package]]
diff --git a/kubernetes/pyproject.toml b/kubernetes/pyproject.toml
index 676d07254..6de09d31d 100644
--- a/kubernetes/pyproject.toml
+++ b/kubernetes/pyproject.toml
@@ -15,9 +15,8 @@ main = [
 charm-libs = [
     # data_platform_libs/v0/data_interfaces.py
     "ops>=2.0.0",
-    # data_platform_libs/v0/data_models.py requires pydantic ^1.10
-    # tempo_coordinator_k8s/v0/charm_tracing.py requires pydantic
-    "pydantic~=1.10",
+    # data_platform_libs/v1/data_models.py
+    "pydantic~=2.0",
     # mysql/v0/*.py"
     "charm-refresh~=3.1.1",
     "mysql_shell_client~=0.7",
diff --git a/kubernetes/src/charm.py b/kubernetes/src/charm.py
index f9aff5f16..dfb4bd937 100755
--- a/kubernetes/src/charm.py
+++ b/kubernetes/src/charm.py
@@ -16,7 +16,7 @@
 
 import charm_refresh
 import ops
-from charms.data_platform_libs.v0.data_models import TypedCharmBase
+from charms.data_platform_libs.v1.data_models import TypedCharmBase
 from charms.grafana_k8s.v0.grafana_dashboard import GrafanaDashboardProvider
 from charms.loki_k8s.v0.loki_push_api import LogProxyConsumer
 from charms.mysql.v0.async_replication import (
diff --git a/kubernetes/src/config.py b/kubernetes/src/config.py
index 66cdcbbc3..2e738775e 100644
--- a/kubernetes/src/config.py
+++ b/kubernetes/src/config.py
@@ -9,9 +9,9 @@
 import re
 from typing import ClassVar
 
-from charms.data_platform_libs.v0.data_models import BaseConfigModel
+from charms.data_platform_libs.v1.data_models import BaseConfigModel
 from charms.mysql.v0.mysql import MAX_CONNECTIONS_FLOOR
-from pydantic import validator
+from pydantic import Field, field_validator
 
 logger = logging.getLogger(__name__)
 
@@ -51,10 +51,10 @@ class CharmConfig(BaseConfigModel):
     """Manager for the structured configuration."""
 
     profile: str
-    cluster_name: str | None
-    cluster_set_name: str | None
-    profile_limit_memory: int | None
-    experimental_max_connections: int | None
+    cluster_name: str | None = Field(default=None)
+    cluster_set_name: str | None = Field(default=None)
+    profile_limit_memory: int | None = Field(default=None)
+    experimental_max_connections: int | None = Field(default=None)
     binlog_retention_days: int
     plugin_audit_enabled: bool
     plugin_audit_strategy: str
@@ -62,7 +62,7 @@ class CharmConfig(BaseConfigModel):
     logs_retention_period: str
     pause_after_unit_refresh: str
 
-    @validator("profile")
+    @field_validator("profile")
     @classmethod
     def profile_values(cls, value: str) -> str | None:
         """Check profile config option is one of `testing` or `production`."""
@@ -71,7 +71,7 @@ def profile_values(cls, value: str) -> str | None:
 
         return value
 
-    @validator("cluster_name", "cluster_set_name")
+    @field_validator("cluster_name", "cluster_set_name")
     @classmethod
     def cluster_name_validator(cls, value: str) -> str | None:
         """Check for valid cluster, cluster-set name.
@@ -93,7 +93,7 @@ def cluster_name_validator(cls, value: str) -> str | None:
 
         return value
 
-    @validator("profile_limit_memory")
+    @field_validator("profile_limit_memory")
     @classmethod
     def profile_limit_memory_validator(cls, value: int) -> int | None:
         """Check profile limit memory."""
@@ -104,7 +104,7 @@ def profile_limit_memory_validator(cls, value: int) -> int | None:
 
         return value
 
-    @validator("experimental_max_connections")
+    @field_validator("experimental_max_connections")
     @classmethod
     def experimental_max_connections_validator(cls, value: int) -> int | None:
         """Check experimental max connections."""
@@ -116,7 +116,7 @@ def experimental_max_connections_validator(cls, value: int) -> int | None:
 
         return value
 
-    @validator("binlog_retention_days")
+    @field_validator("binlog_retention_days")
     @classmethod
     def binlog_retention_days_validator(cls, value: int) -> int:
         """Check binlog retention days."""
@@ -125,7 +125,7 @@ def binlog_retention_days_validator(cls, value: int) -> int:
 
         return value
 
-    @validator("plugin_audit_strategy")
+    @field_validator("plugin_audit_strategy")
     @classmethod
     def plugin_audit_strategy_validator(cls, value: str) -> str | None:
         """Check profile config option is one of `testing` or `production`."""
@@ -134,7 +134,7 @@ def plugin_audit_strategy_validator(cls, value: str) -> str | None:
 
         return value
 
-    @validator("logs_audit_policy")
+    @field_validator("logs_audit_policy")
     @classmethod
     def logs_audit_policy_validator(cls, value: str) -> str | None:
         """Check values for audit log policy."""
@@ -144,7 +144,7 @@ def logs_audit_policy_validator(cls, value: str) -> str | None:
 
         return value
 
-    @validator("logs_retention_period")
+    @field_validator("logs_retention_period")
     @classmethod
     def logs_retention_period_validator(cls, value: str) -> str:
         """Check logs retention period."""
@@ -153,7 +153,7 @@ def logs_retention_period_validator(cls, value: str) -> str:
 
         return value
 
-    @validator("pause_after_unit_refresh")
+    @field_validator("pause_after_unit_refresh")
     @classmethod
     def pause_after_unit_refresh_validator(cls, value: str) -> str | None:
         """Check values for when to pause after unit refresh."""
diff --git a/machines/lib/charms/data_platform_libs/v0/data_models.py b/machines/lib/charms/data_platform_libs/v1/data_models.py
similarity index 95%
rename from machines/lib/charms/data_platform_libs/v0/data_models.py
rename to machines/lib/charms/data_platform_libs/v1/data_models.py
index 087f6f3c5..9d700dbbb 100644
--- a/machines/lib/charms/data_platform_libs/v0/data_models.py
+++ b/machines/lib/charms/data_platform_libs/v1/data_models.py
@@ -1,4 +1,4 @@
-# Copyright 2023 Canonical Ltd.
+# Copyright 2024 Canonical Ltd.
 #
 # Licensed under the Apache License, Version 2.0 (the "License");
 # you may not use this file except in compliance with the License.
@@ -39,7 +39,7 @@
 
 ```python
 
-from charms.data_platform_libs.v0.data_models import BaseConfigModel
+from charms.data_platform_libs.v1.data_models import BaseConfigModel
 
 class MyConfig(BaseConfigModel):
 
@@ -164,20 +164,27 @@ class MergedDataBag(ProviderDataBag, RequirerDataBag):
 LIBID = "cb2094c5b07d47e1bf346aaee0fcfcfe"
 
 # Increment this major API version when introducing breaking changes
-LIBAPI = 0
+LIBAPI = 1
 
 # Increment this PATCH version before using `charmcraft publish-lib` or reset
 # to 0 if you are raising the major API version
-LIBPATCH = 5
+LIBPATCH = 0
 
-PYDEPS = ["ops>=2.0.0", "pydantic>=1.10,<2"]
+PYDEPS = ["ops>=2.0.0", "pydantic>=2,<3"]
 
 G = TypeVar("G")
 T = TypeVar("T", bound=BaseModel)
 AppModel = TypeVar("AppModel", bound=BaseModel)
 UnitModel = TypeVar("UnitModel", bound=BaseModel)
 
-DataBagNativeTypes = (int, str, float)
+DataBagNativeTypes = (
+    int,
+    str,
+    float,
+    Optional[int],
+    Optional[str],
+    Optional[float],
+)
 
 
 class BaseConfigModel(BaseModel):
@@ -233,7 +240,7 @@ def write(relation_data: RelationDataContent, model: BaseModel):
         relation_data: pointer to the relation databag
         model: instance of pydantic model to be written
     """
-    for key, value in model.dict(exclude_none=False).items():
+    for key, value in model.model_dump(exclude_none=False).items():
         if value:
             relation_data[key.replace("_", "-")] = (
                 str(value)
@@ -255,10 +262,10 @@ def read(relation_data: MutableMapping[str, str], obj: Type[T]) -> T:
         **{
             field_name: (
                 relation_data[parsed_key]
-                if field.outer_type_ in DataBagNativeTypes
+                if field_info.annotation in DataBagNativeTypes
                 else json.loads(relation_data[parsed_key])
             )
-            for field_name, field in obj.__fields__.items()
+            for field_name, field_info in obj.model_fields.items()
             # pyright: ignore[reportGeneralTypeIssues]
             if (parsed_key := field_name.replace("_", "-")) in relation_data
             if relation_data[parsed_key]
diff --git a/machines/poetry.lock b/machines/poetry.lock
index 34a024e2c..8dc07bd8a 100644
--- a/machines/poetry.lock
+++ b/machines/poetry.lock
@@ -48,6 +48,18 @@ files = [
 attrs = ">=16.0.0"
 pluggy = ">=0.4.0"
 
+[[package]]
+name = "annotated-types"
+version = "0.7.0"
+description = "Reusable constraint types to use with typing.Annotated"
+optional = false
+python-versions = ">=3.8"
+groups = ["main", "charm-libs"]
+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"},
+]
+
 [[package]]
 name = "anyio"
 version = "4.8.0"
@@ -1400,56 +1412,137 @@ markers = {charm-libs = "platform_python_implementation != \"PyPy\" and implemen
 
 [[package]]
 name = "pydantic"
-version = "1.10.15"
-description = "Data validation and settings management using python type hints"
+version = "2.11.10"
+description = "Data validation using Python type hints"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.9"
 groups = ["main", "charm-libs"]
 files = [
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 ]
 
 [package.dependencies]
-typing-extensions = ">=4.2.0"
+annotated-types = ">=0.6.0"
+pydantic-core = "2.33.2"
+typing-extensions = ">=4.12.2"
+typing-inspection = ">=0.4.0"
 
 [package.extras]
-dotenv = ["python-dotenv (>=0.10.4)"]
-email = ["email-validator (>=1.0.3)"]
+email = ["email-validator (>=2.0.0)"]
+timezone = ["tzdata ; python_version >= \"3.9\" and platform_system == \"Windows\""]
+
+[[package]]
+name = "pydantic-core"
+version = "2.33.2"
+description = "Core functionality for Pydantic validation and serialization"
+optional = false
+python-versions = ">=3.9"
+groups = ["main", "charm-libs"]
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+    {file = "pydantic_core-2.33.2.tar.gz", hash = "sha256:7cb8bc3605c29176e1b105350d2e6474142d7c1bd1d9327c4a9bdb46bf827acc"},
+]
+
+[package.dependencies]
+typing-extensions = ">=4.6.0,<4.7.0 || >4.7.0"
 
 [[package]]
 name = "pyhcl"
@@ -2061,6 +2154,21 @@ files = [
 mypy-extensions = ">=0.3.0"
 typing-extensions = ">=3.7.4"
 
+[[package]]
+name = "typing-inspection"
+version = "0.4.2"
+description = "Runtime typing introspection tools"
+optional = false
+python-versions = ">=3.9"
+groups = ["main", "charm-libs"]
+files = [
+    {file = "typing_inspection-0.4.2-py3-none-any.whl", hash = "sha256:4ed1cacbdc298c220f1bd249ed5287caa16f34d44ef4e9c3d0cbad5b521545e7"},
+    {file = "typing_inspection-0.4.2.tar.gz", hash = "sha256:ba561c48a67c5958007083d386c3295464928b01faa735ab8547c5692e87f464"},
+]
+
+[package.dependencies]
+typing-extensions = ">=4.12.0"
+
 [[package]]
 name = "urllib3"
 version = "2.6.3"
diff --git a/machines/pyproject.toml b/machines/pyproject.toml
index 696bde588..d19d27614 100644
--- a/machines/pyproject.toml
+++ b/machines/pyproject.toml
@@ -17,9 +17,8 @@ main = [
 charm-libs = [
     # data_platform_libs/v0/data_interfaces.py
     "ops>=2.0.0",
-    # data_platform_libs/v0/data_models.py requires pydantic ^1.10
-    # grafana_agent/v0/cos_agent.py requires pydantic
-    "pydantic~=1.10",
+    # data_platform_libs/v1/data_models.py
+    "pydantic~=2.0",
     # grafana_agent/v0/cos_agent.py
     "cosl>=0.0.50",
     # mysql/v0/*.py"
diff --git a/machines/src/charm.py b/machines/src/charm.py
index c35e2162f..f61d4eb37 100755
--- a/machines/src/charm.py
+++ b/machines/src/charm.py
@@ -17,7 +17,7 @@
 
 import charm_refresh
 import ops
-from charms.data_platform_libs.v0.data_models import TypedCharmBase
+from charms.data_platform_libs.v1.data_models import TypedCharmBase
 from charms.grafana_agent.v0.cos_agent import COSAgentProvider, ProtocolNotFoundError
 from charms.mysql.v0.async_replication import (
     RELATION_CONSUMER,
diff --git a/machines/src/config.py b/machines/src/config.py
index ac50e4fdc..0031a7df9 100644
--- a/machines/src/config.py
+++ b/machines/src/config.py
@@ -9,9 +9,9 @@
 import re
 from typing import ClassVar
 
-from charms.data_platform_libs.v0.data_models import BaseConfigModel
+from charms.data_platform_libs.v1.data_models import BaseConfigModel
 from charms.mysql.v0.mysql import MAX_CONNECTIONS_FLOOR
-from pydantic import validator
+from pydantic import Field, field_validator
 
 logger = logging.getLogger(__name__)
 
@@ -51,10 +51,10 @@ class CharmConfig(BaseConfigModel):
     """Manager for the structured configuration."""
 
     profile: str
-    cluster_name: str | None
-    cluster_set_name: str | None
-    profile_limit_memory: int | None
-    experimental_max_connections: int | None
+    cluster_name: str | None = Field(default=None)
+    cluster_set_name: str | None = Field(default=None)
+    profile_limit_memory: int | None = Field(default=None)
+    experimental_max_connections: int | None = Field(default=None)
     binlog_retention_days: int
     plugin_audit_enabled: bool
     plugin_audit_strategy: str
@@ -62,7 +62,7 @@ class CharmConfig(BaseConfigModel):
     logs_retention_period: str
     pause_after_unit_refresh: str
 
-    @validator("profile")
+    @field_validator("profile")
     @classmethod
     def profile_values(cls, value: str) -> str | None:
         """Check profile config option is one of `testing` or `production`."""
@@ -71,7 +71,7 @@ def profile_values(cls, value: str) -> str | None:
 
         return value
 
-    @validator("cluster_name", "cluster_set_name")
+    @field_validator("cluster_name", "cluster_set_name")
     @classmethod
     def cluster_name_validator(cls, value: str) -> str | None:
         """Check for valid cluster, cluster-set name.
@@ -93,7 +93,7 @@ def cluster_name_validator(cls, value: str) -> str | None:
 
         return value
 
-    @validator("profile_limit_memory")
+    @field_validator("profile_limit_memory")
     @classmethod
     def profile_limit_memory_validator(cls, value: int) -> int | None:
         """Check profile limit memory."""
@@ -104,7 +104,7 @@ def profile_limit_memory_validator(cls, value: int) -> int | None:
 
         return value
 
-    @validator("experimental_max_connections")
+    @field_validator("experimental_max_connections")
     @classmethod
     def experimental_max_connections_validator(cls, value: int) -> int | None:
         """Check experimental max connections."""
@@ -116,7 +116,7 @@ def experimental_max_connections_validator(cls, value: int) -> int | None:
 
         return value
 
-    @validator("binlog_retention_days")
+    @field_validator("binlog_retention_days")
     @classmethod
     def binlog_retention_days_validator(cls, value: int) -> int:
         """Check binlog retention days."""
@@ -125,7 +125,7 @@ def binlog_retention_days_validator(cls, value: int) -> int:
 
         return value
 
-    @validator("plugin_audit_strategy")
+    @field_validator("plugin_audit_strategy")
     @classmethod
     def plugin_audit_strategy_validator(cls, value: str) -> str | None:
         """Check profile config option is one of `testing` or `production`."""
@@ -134,7 +134,7 @@ def plugin_audit_strategy_validator(cls, value: str) -> str | None:
 
         return value
 
-    @validator("logs_audit_policy")
+    @field_validator("logs_audit_policy")
     @classmethod
     def logs_audit_policy_validator(cls, value: str) -> str | None:
         """Check values for audit log policy."""
@@ -144,7 +144,7 @@ def logs_audit_policy_validator(cls, value: str) -> str | None:
 
         return value
 
-    @validator("logs_retention_period")
+    @field_validator("logs_retention_period")
     @classmethod
     def logs_retention_period_validator(cls, value: str) -> str:
         """Check logs retention period."""
@@ -153,7 +153,7 @@ def logs_retention_period_validator(cls, value: str) -> str:
 
         return value
 
-    @validator("pause_after_unit_refresh")
+    @field_validator("pause_after_unit_refresh")
     @classmethod
     def pause_after_unit_refresh_validator(cls, value: str) -> str | None:
         """Check values for when to pause after unit refresh."""