langchain/tests/unit_tests/retrievers/self_query/test_pinecone.py

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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