langchain/tests/integration_tests/document_loaders/test_bigquery.py
Harrison Chase 410bf37fb8
Harrison/big query (#2100)
Co-authored-by: lu-cashmoney <lucas.corley@gmail.com>
2023-03-28 08:17:22 -07:00

51 lines
1.4 KiB
Python

import pytest
from langchain.document_loaders.bigquery import BigQueryLoader
try:
from google.cloud import bigquery # noqa: F401
bigquery_installed = True
except ImportError:
bigquery_installed = False
@pytest.mark.skipif(not bigquery_installed, reason="bigquery not installed")
def test_bigquery_loader_no_options() -> None:
loader = BigQueryLoader("SELECT 1 AS a, 2 AS b")
docs = loader.load()
assert len(docs) == 1
assert docs[0].page_content == "a: 1\nb: 2"
assert docs[0].metadata == {}
@pytest.mark.skipif(not bigquery_installed, reason="bigquery not installed")
def test_bigquery_loader_page_content_columns() -> None:
loader = BigQueryLoader(
"SELECT 1 AS a, 2 AS b UNION ALL SELECT 3 AS a, 4 AS b",
page_content_columns=["a"],
)
docs = loader.load()
assert len(docs) == 2
assert docs[0].page_content == "a: 1"
assert docs[0].metadata == {}
assert docs[1].page_content == "a: 3"
assert docs[1].metadata == {}
@pytest.mark.skipif(not bigquery_installed, reason="bigquery not installed")
def test_bigquery_loader_metadata_columns() -> None:
loader = BigQueryLoader(
"SELECT 1 AS a, 2 AS b",
page_content_columns=["a"],
metadata_columns=["b"],
)
docs = loader.load()
assert len(docs) == 1
assert docs[0].page_content == "a: 1"
assert docs[0].metadata == {"b": 2}