utkarsharma2 commented on code in PR #36085:
URL: https://github.com/apache/airflow/pull/36085#discussion_r1417034666
##########
airflow/providers/weaviate/hooks/weaviate.py:
##########
@@ -135,22 +139,40 @@ def create_schema(self, schema_json: dict[str, Any]) ->
None:
client = self.conn
client.schema.create(schema_json)
+ @staticmethod
+ def check_http_error_should_retry(exc: BaseException):
+ return isinstance(exc, requests.HTTPError) and not exc.response.ok
+
def batch_data(
- self, class_name: str, data: list[dict[str, Any]],
batch_config_params: dict[str, Any] | None = None
+ self,
+ class_name: str,
+ data: list[dict[str, Any]] | pd.DataFrame,
+ batch_config_params: dict[str, Any] | None = None,
+ vector_col: str = "Vector",
+ no_retry_attempts_per_object: int = 5,
) -> None:
client = self.conn
if not batch_config_params:
batch_config_params = {}
client.batch.configure(**batch_config_params)
+ if isinstance(data, pd.DataFrame):
+ data = json.loads(data.to_json(orient="records"))
with client.batch as batch:
# Batch import all data
for index, data_obj in enumerate(data):
- self.log.debug("importing data: %s", index + 1)
- vector = data_obj.pop("Vector", None)
- if vector is not None:
- batch.add_data_object(data_obj, class_name, vector=vector)
- else:
- batch.add_data_object(data_obj, class_name)
+ for attempt in Retrying(
+ stop=stop_after_attempt(no_retry_attempts_per_object),
+
retry=retry_if_exception(self.check_http_error_is_retryable),
Review Comment:
```suggestion
retry=retry_if_exception(check_http_error_should_retry),
```
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