utkarsharma2 commented on code in PR #30501:
URL: https://github.com/apache/airflow/pull/30501#discussion_r1178578389


##########
airflow/providers/amazon/aws/transfers/dynamodb_to_s3.py:
##########
@@ -118,11 +130,54 @@ def __init__(
         self.dynamodb_scan_kwargs = dynamodb_scan_kwargs
         self.s3_bucket_name = s3_bucket_name
         self.s3_key_prefix = s3_key_prefix
+        self.export_time = export_time
+        self.export_format = export_format
 
-    def execute(self, context: Context) -> None:
-        hook = DynamoDBHook(aws_conn_id=self.source_aws_conn_id)
-        table = hook.get_conn().Table(self.dynamodb_table_name)
+        if self.export_time and self.export_time > datetime.now():
+            raise ValueError("The export_time parameter cannot be a future 
time.")
 
+    @cached_property
+    def hook(self):
+        """Create DynamoDBHook"""
+        return DynamoDBHook(aws_conn_id=self.source_aws_conn_id)
+
+    def execute(self, context: Context) -> None:
+        if self.export_time:
+            self._export_table_to_point_in_time()
+        else:
+            self._export_entire_data()
+
+    def _export_table_to_point_in_time(self):
+        """
+        Export data from start of epoc till `export_time`. Table export will 
be a snapshot of the table's
+         state at this point in time.
+        """
+        client = self.hook.conn.meta.client
+        response = client.export_table_to_point_in_time(
+            TableArn=self.dynamodb_table_name,
+            ExportTime=self.export_time,
+            S3Bucket=self.s3_bucket_name,
+            S3Prefix=self.s3_key_prefix,
+            ExportFormat=self.export_format,
+        )
+        credentials = self.hook.get_credentials()
+        waiter = self.hook.get_waiter(
+            CUSTOM_WAITER_NAME,
+            client=boto3.client(
+                "dynamodb",
+                region_name=client.meta.region_name,
+                aws_access_key_id=credentials.access_key,
+                aws_secret_access_key=credentials.secret_key,
+            ),
+        )
+        export_arn = response.get("ExportDescription", {}).get("ExportArn")
+        waiter.wait(
+            ExportArn=export_arn,
+        )

Review Comment:
   Done.



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