langchain/tests/unit_tests/retrievers/self_query/test_pinecone.py
Davis Chase 52e4fba897
Fix self query pinecone translation (#3892)
Enum to string conversion handled differently between python 3.9 and
3.11, currently breaking in 3.11 (see #3788). Thanks @peter-brady for
catching this!
2023-05-01 10:35:48 -07:00

30 lines
917 B
Python

from langchain.chains.query_constructor.ir import (
Comparator,
Comparison,
Operation,
Operator,
)
from langchain.retrievers.self_query.pinecone import PineconeTranslator
DEFAULT_TRANSLATOR = PineconeTranslator()
def test_visit_comparison() -> None:
comp = Comparison(comparator=Comparator.LT, attribute="foo", value=["1", "2"])
expected = {"foo": {"$lt": ["1", "2"]}}
actual = DEFAULT_TRANSLATOR.visit_comparison(comp)
assert expected == actual
def test_visit_operation() -> None:
op = Operation(
operator=Operator.AND,
arguments=[
Comparison(comparator=Comparator.LT, attribute="foo", value=2),
Comparison(comparator=Comparator.EQ, attribute="bar", value="baz"),
],
)
expected = {"$and": [{"foo": {"$lt": 2}}, {"bar": {"$eq": "baz"}}]}
actual = DEFAULT_TRANSLATOR.visit_operation(op)
assert expected == actual