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13 changes: 12 additions & 1 deletion sdk/python/feast/infra/online_stores/dynamodb.py
Original file line number Diff line number Diff line change
Expand Up @@ -249,7 +249,18 @@ def update(
# tags won't be updated in the create_table call if the table already exists
if do_tag_updates[table_name]:
tags = self._table_tags(online_config, table_instance)
self._update_tags(dynamodb_client, table_name, tags)
try:
self._update_tags(dynamodb_client, table_name, tags)
except ClientError as ce:
# If tag update fails with AccessDeniedException, log warning and continue
# This allows Feast to work in environments where IAM roles don't have
# dynamodb:TagResource and dynamodb:UntagResource permissions
if ce.response["Error"]["Code"] == "AccessDeniedException":
logger.warning(
f"Unable to update tags for table {table_name} due to insufficient permissions."
)
else:
raise

for table_to_delete in tables_to_delete:
_delete_table_idempotent(
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