feat: Add boto3 session based auth for dynamodb online store for cros…

…s account access (#4606) * added session auth for dynamodb online store Signed-off-by: asingh9530 <[email protected]> * lint Signed-off-by: asingh9530 <[email protected]> * Update sdk/python/feast/infra/online_stores/dynamodb.py Co-authored-by: Francisco Arceo <[email protected]> Signed-off-by: asingh9530 <[email protected]> * Update sdk/python/feast/infra/online_stores/dynamodb.py Co-authored-by: Francisco Arceo <[email protected]> Signed-off-by: asingh9530 <[email protected]> * dummy commit Signed-off-by: asingh9530 <[email protected]> * dummy commit Signed-off-by: asingh9530 <[email protected]> --------- Signed-off-by: asingh9530 <[email protected]> Co-authored-by: Francisco Arceo <[email protected]>
feast-dev · Oct 10, 2024 · 00eaf74 · 00eaf74
1 parent ef9e0bb
commit 00eaf74
Showing 1 changed file with 64 additions and 18 deletions.
diff --git a/sdk/python/feast/infra/online_stores/dynamodb.py b/sdk/python/feast/infra/online_stores/dynamodb.py
@@ -70,6 +70,9 @@ class DynamoDBOnlineStoreConfig(FeastConfigBaseModel):
     tags: Union[Dict[str, str], None] = None
     """AWS resource tags added to each table"""
 
+    session_based_auth: bool = False
+    """AWS session based client authentication"""
+
 
 class DynamoDBOnlineStore(OnlineStore):
     """
@@ -104,10 +107,14 @@ def update(
         online_config = config.online_store
         assert isinstance(online_config, DynamoDBOnlineStoreConfig)
         dynamodb_client = self._get_dynamodb_client(
-            online_config.region, online_config.endpoint_url
+            online_config.region,
+            online_config.endpoint_url,
+            online_config.session_based_auth,
         )
         dynamodb_resource = self._get_dynamodb_resource(
-            online_config.region, online_config.endpoint_url
+            online_config.region,
+            online_config.endpoint_url,
+            online_config.session_based_auth,
         )
         # Add Tags attribute to creation request only if configured to prevent
         # TagResource permission issues, even with an empty Tags array.
@@ -166,7 +173,9 @@ def teardown(
         online_config = config.online_store
         assert isinstance(online_config, DynamoDBOnlineStoreConfig)
         dynamodb_resource = self._get_dynamodb_resource(
-            online_config.region, online_config.endpoint_url
+            online_config.region,
+            online_config.endpoint_url,
+            online_config.session_based_auth,
         )
 
         for table in tables:
@@ -201,7 +210,9 @@ def online_write_batch(
         online_config = config.online_store
         assert isinstance(online_config, DynamoDBOnlineStoreConfig)
         dynamodb_resource = self._get_dynamodb_resource(
-            online_config.region, online_config.endpoint_url
+            online_config.region,
+            online_config.endpoint_url,
+            online_config.session_based_auth,
         )
 
         table_instance = dynamodb_resource.Table(
@@ -228,7 +239,9 @@ def online_read(
         assert isinstance(online_config, DynamoDBOnlineStoreConfig)
 
         dynamodb_resource = self._get_dynamodb_resource(
-            online_config.region, online_config.endpoint_url
+            online_config.region,
+            online_config.endpoint_url,
+            online_config.session_based_auth,
         )
         table_instance = dynamodb_resource.Table(
             _get_table_name(online_config, config, table)
@@ -323,15 +336,27 @@ def _get_aioboto_session(self):
     def _get_aiodynamodb_client(self, region: str):
         return self._get_aioboto_session().create_client("dynamodb", region_name=region)
 
-    def _get_dynamodb_client(self, region: str, endpoint_url: Optional[str] = None):
+    def _get_dynamodb_client(
+        self,
+        region: str,
+        endpoint_url: Optional[str] = None,
+        session_based_auth: Optional[bool] = False,
+    ):
         if self._dynamodb_client is None:
-            self._dynamodb_client = _initialize_dynamodb_client(region, endpoint_url)
+            self._dynamodb_client = _initialize_dynamodb_client(
+                region, endpoint_url, session_based_auth
+            )
         return self._dynamodb_client
 
-    def _get_dynamodb_resource(self, region: str, endpoint_url: Optional[str] = None):
+    def _get_dynamodb_resource(
+        self,
+        region: str,
+        endpoint_url: Optional[str] = None,
+        session_based_auth: Optional[bool] = False,
+    ):
         if self._dynamodb_resource is None:
             self._dynamodb_resource = _initialize_dynamodb_resource(
-                region, endpoint_url
+                region, endpoint_url, session_based_auth
             )
         return self._dynamodb_resource
 
@@ -443,17 +468,38 @@ def _to_client_batch_get_payload(online_config, table_name, batch):
         }
 
 
-def _initialize_dynamodb_client(region: str, endpoint_url: Optional[str] = None):
-    return boto3.client(
-        "dynamodb",
-        region_name=region,
-        endpoint_url=endpoint_url,
-        config=Config(user_agent=get_user_agent()),
-    )
+def _initialize_dynamodb_client(
+    region: str,
+    endpoint_url: Optional[str] = None,
+    session_based_auth: Optional[bool] = False,
+):
+    if session_based_auth:
+        return boto3.Session().client(
+            "dynamodb",
+            region_name=region,
+            endpoint_url=endpoint_url,
+            config=Config(user_agent=get_user_agent()),
+        )
+    else:
+        return boto3.client(
+            "dynamodb",
+            region_name=region,
+            endpoint_url=endpoint_url,
+            config=Config(user_agent=get_user_agent()),
+        )
 
 
-def _initialize_dynamodb_resource(region: str, endpoint_url: Optional[str] = None):
-    return boto3.resource("dynamodb", region_name=region, endpoint_url=endpoint_url)
+def _initialize_dynamodb_resource(
+    region: str,
+    endpoint_url: Optional[str] = None,
+    session_based_auth: Optional[bool] = False,
+):
+    if session_based_auth:
+        return boto3.Session().resource(
+            "dynamodb", region_name=region, endpoint_url=endpoint_url
+        )
+    else:
+        return boto3.resource("dynamodb", region_name=region, endpoint_url=endpoint_url)
 
 
 # TODO(achals): This form of user-facing templating is experimental.