diff --git a/providers/common/sql/pyproject.toml b/providers/common/sql/pyproject.toml
index a640d2e130132..67d795a82b105 100644
--- a/providers/common/sql/pyproject.toml
+++ b/providers/common/sql/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",
     "sqlparse>=0.5.1",
     "more-itertools>=9.0.0",
     # The methodtools dependency is necessary since the introduction of dialects:
diff --git a/providers/common/sql/src/airflow/providers/common/sql/hooks/sql.py b/providers/common/sql/src/airflow/providers/common/sql/hooks/sql.py
index b19aefab85716..33a814076771d 100644
--- a/providers/common/sql/src/airflow/providers/common/sql/hooks/sql.py
+++ b/providers/common/sql/src/airflow/providers/common/sql/hooks/sql.py
@@ -49,14 +49,10 @@
     from polars import DataFrame as PolarsDataFrame
     from sqlalchemy.engine import URL, Engine, Inspector
 
+    from airflow.providers.common.compat.sdk import Connection
     from airflow.providers.openlineage.extractors import OperatorLineage
     from airflow.providers.openlineage.sqlparser import DatabaseInfo
 
-    try:
-        from airflow.sdk import Connection
-    except ImportError:
-        from airflow.models.connection import Connection  # type: ignore[assignment]
-
 
 T = TypeVar("T")
 SQL_PLACEHOLDERS = frozenset({"%s", "?"})
diff --git a/providers/common/sql/src/airflow/providers/common/sql/operators/generic_transfer.py b/providers/common/sql/src/airflow/providers/common/sql/operators/generic_transfer.py
index 2ed83769a5b49..84bc367a94c6d 100644
--- a/providers/common/sql/src/airflow/providers/common/sql/operators/generic_transfer.py
+++ b/providers/common/sql/src/airflow/providers/common/sql/operators/generic_transfer.py
@@ -29,11 +29,7 @@
 if TYPE_CHECKING:
     import jinja2
 
-    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 GenericTransfer(BaseOperator):
diff --git a/providers/common/sql/src/airflow/providers/common/sql/operators/sql.py b/providers/common/sql/src/airflow/providers/common/sql/operators/sql.py
index a1bc06bb2b52f..8095373e7d72b 100644
--- a/providers/common/sql/src/airflow/providers/common/sql/operators/sql.py
+++ b/providers/common/sql/src/airflow/providers/common/sql/operators/sql.py
@@ -34,8 +34,8 @@
 if TYPE_CHECKING:
     import jinja2
 
+    from airflow.providers.common.compat.sdk import Context
     from airflow.providers.openlineage.extractors import OperatorLineage
-    from airflow.utils.context import Context
 
 
 def _convert_to_float_if_possible(s: str) -> float | str:
diff --git a/providers/common/sql/src/airflow/providers/common/sql/sensors/sql.py b/providers/common/sql/src/airflow/providers/common/sql/sensors/sql.py
index 4fdbbb94cf4b1..7912cc757d577 100644
--- a/providers/common/sql/src/airflow/providers/common/sql/sensors/sql.py
+++ b/providers/common/sql/src/airflow/providers/common/sql/sensors/sql.py
@@ -25,7 +25,7 @@
 from airflow.providers.common.sql.hooks.sql import DbApiHook
 
 if TYPE_CHECKING:
-    from airflow.utils.context import Context
+    from airflow.providers.common.compat.sdk import Context
 
 
 class SqlSensor(BaseSensorOperator):
diff --git a/providers/common/sql/src/airflow/providers/common/sql/sensors/sql.pyi b/providers/common/sql/src/airflow/providers/common/sql/sensors/sql.pyi
index 1fe0c58d2ce79..f72b8ac554b0b 100644
--- a/providers/common/sql/src/airflow/providers/common/sql/sensors/sql.pyi
+++ b/providers/common/sql/src/airflow/providers/common/sql/sensors/sql.pyi
@@ -37,13 +37,7 @@ from typing import Any
 
 from _typeshed import Incomplete as Incomplete
 
-from airflow.providers.common.sql.version_compat import AIRFLOW_V_3_0_PLUS
-
-if AIRFLOW_V_3_0_PLUS:
-    from airflow.sdk import BaseSensorOperator
-else:
-    from airflow.sensors.base import BaseSensorOperator  # type: ignore[no-redef]
-
+from airflow.providers.common.compat.sdk import BaseSensorOperator
 from airflow.utils.context import Context as Context
 
 class SqlSensor(BaseSensorOperator):