diff --git a/providers/docker/pyproject.toml b/providers/docker/pyproject.toml
index 3454bb9da070a..773ed98fa38d7 100644
--- a/providers/docker/pyproject.toml
+++ b/providers/docker/pyproject.toml
@@ -58,6 +58,7 @@ requires-python = ">=3.10"
 # After you modify the dependencies, and rebuild your Breeze CI image with ``breeze ci-image build``
 dependencies = [
     "apache-airflow>=2.10.0",
+    "apache-airflow-providers-common-compat>=1.8.0",
     "docker>=7.1.0",
     "python-dotenv>=0.21.0",
 ]
diff --git a/providers/docker/src/airflow/providers/docker/decorators/docker.py b/providers/docker/src/airflow/providers/docker/decorators/docker.py
index 807902d5e8170..c64c9560b592b 100644
--- a/providers/docker/src/airflow/providers/docker/decorators/docker.py
+++ b/providers/docker/src/airflow/providers/docker/decorators/docker.py
@@ -35,14 +35,9 @@
 if TYPE_CHECKING:
     from typing import Literal
 
+    from airflow.providers.common.compat.sdk import Context
     from airflow.sdk.bases.decorator import TaskDecorator
 
-    if AIRFLOW_V_3_0_PLUS:
-        from airflow.sdk.definitions.context import Context
-    else:
-        # TODO: Remove once provider drops support for Airflow 2
-        from airflow.utils.context import Context
-
     Serializer = Literal["pickle", "dill", "cloudpickle"]
 
 try:
diff --git a/providers/docker/src/airflow/providers/docker/hooks/docker.py b/providers/docker/src/airflow/providers/docker/hooks/docker.py
index 452a45b83fb20..5f1a02f5830c3 100644
--- a/providers/docker/src/airflow/providers/docker/hooks/docker.py
+++ b/providers/docker/src/airflow/providers/docker/hooks/docker.py
@@ -27,10 +27,10 @@
 from docker.errors import APIError, DockerException
 
 from airflow.exceptions import AirflowException, AirflowNotFoundException
-from airflow.providers.docker.version_compat import BaseHook
+from airflow.providers.common.compat.sdk import BaseHook
 
 if TYPE_CHECKING:
-    from airflow.models import Connection
+    from airflow.providers.common.compat.sdk import Connection
 
 
 class DockerHook(BaseHook):
diff --git a/providers/docker/src/airflow/providers/docker/operators/docker.py b/providers/docker/src/airflow/providers/docker/operators/docker.py
index dc8065d79cc6d..045c82d807a8f 100644
--- a/providers/docker/src/airflow/providers/docker/operators/docker.py
+++ b/providers/docker/src/airflow/providers/docker/operators/docker.py
@@ -45,7 +45,7 @@
     from docker import APIClient
     from docker.types import DeviceRequest
 
-    from airflow.sdk.definitions.context import Context
+    from airflow.providers.common.compat.sdk import Context
     from airflow.sdk.types import Logger
 
 
diff --git a/providers/docker/src/airflow/providers/docker/operators/docker_swarm.py b/providers/docker/src/airflow/providers/docker/operators/docker_swarm.py
index b5a3119b37d2f..dea49f36f2e39 100644
--- a/providers/docker/src/airflow/providers/docker/operators/docker_swarm.py
+++ b/providers/docker/src/airflow/providers/docker/operators/docker_swarm.py
@@ -32,11 +32,7 @@
 from airflow.utils.strings import get_random_string
 
 if TYPE_CHECKING:
-    try:
-        from airflow.sdk.definitions.context import Context
-    except ImportError:
-        # TODO: Remove once provider drops support for Airflow 2
-        from airflow.utils.context import Context
+    from airflow.providers.common.compat.sdk import Context
 
 
 class DockerSwarmOperator(DockerOperator):
diff --git a/providers/docker/src/airflow/providers/docker/version_compat.py b/providers/docker/src/airflow/providers/docker/version_compat.py
index 9ce966132fd6c..29c46806a0a6e 100644
--- a/providers/docker/src/airflow/providers/docker/version_compat.py
+++ b/providers/docker/src/airflow/providers/docker/version_compat.py
@@ -40,16 +40,13 @@ def get_base_airflow_version_tuple() -> tuple[int, int, int]:
 # This is needed for DecoratedOperator compatibility
 if AIRFLOW_V_3_1_PLUS:
     from airflow.sdk import (
-        BaseHook,
         BaseOperator,
     )
 else:
-    from airflow.hooks.base import BaseHook  # type: ignore[attr-defined,no-redef]
     from airflow.models import BaseOperator
 
 __all__ = [
     "AIRFLOW_V_3_0_PLUS",
     "AIRFLOW_V_3_1_PLUS",
-    "BaseHook",
     "BaseOperator",
 ]