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Handle list like input objects in weavaite's 'create_or_replace_document_objects' hook method #36475

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merged 1 commit into from
Dec 28, 2023
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Handle list like input objects in weavaite's 'create_or_replace_document_objects' hook method #36475

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8 changes: 4 additions & 4 deletions airflow/providers/weaviate/hooks/weaviate.py
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Original file line number Diff line number Diff line change
Expand Up @@ -21,7 +21,7 @@
import json
import warnings
from functools import cached_property
from typing import TYPE_CHECKING, Any, Dict, List, cast
from typing import TYPE_CHECKING, Any, Dict, List, Sequence, cast

import requests
import weaviate.exceptions
Expand All @@ -36,7 +36,7 @@
from airflow.hooks.base import BaseHook

if TYPE_CHECKING:
from typing import Callable, Collection, Literal, Sequence
from typing import Callable, Collection, Literal

import pandas as pd
from weaviate.types import UUID
Expand Down Expand Up @@ -974,10 +974,10 @@ def create_or_replace_document_objects(
if len(data) == 0:
return []

if isinstance(data, list) and isinstance(data[0], dict):
if isinstance(data, Sequence) and isinstance(data[0], dict):
# This is done to narrow the type to List[Dict[str, Any].
data = pd.json_normalize(cast(List[Dict[str, Any]], data))
elif isinstance(data, list) and isinstance(data[0], pd.DataFrame):
elif isinstance(data, Sequence) and isinstance(data[0], pd.DataFrame):
# This is done to narrow the type to List[pd.DataFrame].
data = pd.concat(cast(List[pd.DataFrame], data), ignore_index=True)
else:
Expand Down