🚀 feat(test_process.py): add tests for loading langchain object with and without cached session

🐛 fix(test_process.py): import missing functions and modules to fix test failures
This commit is contained in:
Gabriel Luiz Freitas Almeida 2023-08-16 21:30:07 -03:00
commit 8ff739a288

View file

@ -1,4 +1,5 @@
from langflow.processing.process import process_tweaks
from langflow.interface.run import build_sorted_vertices_with_caching
from langflow.processing.process import load_langchain_object, process_tweaks
def test_no_tweaks():
@ -194,3 +195,54 @@ def test_tweak_not_in_template():
tweaks = {"node1": {"param3": 5}}
result = process_tweaks(graph_data, tweaks)
assert result == graph_data
def test_load_langchain_object_with_cached_session(client, basic_graph_data):
# Build the langchain_object once and get the session_id
langchain_object1, artifacts1, session_id1 = load_langchain_object(
basic_graph_data, None
)
# Use the same session_id to get the langchain_object again
langchain_object2, artifacts2, session_id2 = load_langchain_object(
basic_graph_data, session_id1
)
assert session_id1 == session_id2
assert id(langchain_object1) == id(langchain_object2)
assert artifacts1 == artifacts2
def test_load_langchain_object_with_no_cached_session(client, basic_graph_data):
# Provide a non-existent session_id
langchain_object1, artifacts1, session_id1 = load_langchain_object(
basic_graph_data, "non_existent_session"
)
# Clear the cache
build_sorted_vertices_with_caching.clear_cache()
# Use the new session_id to get the langchain_object again
langchain_object2, artifacts2, session_id2 = load_langchain_object(
basic_graph_data, session_id1
)
assert session_id1 == session_id2
assert id(langchain_object1) != id(
langchain_object2
) # Since the cache was cleared, objects should be different
def test_load_langchain_object_without_session_id(client, basic_graph_data):
# Build the langchain_object without providing a session_id
langchain_object1, artifacts1, session_id1 = load_langchain_object(
basic_graph_data, None
)
# Build the langchain_object again without providing a session_id
langchain_object2, artifacts2, session_id2 = load_langchain_object(
basic_graph_data, None
)
assert session_id1 == session_id2
assert id(langchain_object1) == id(
langchain_object2
) # Since no session_id was provided, the hash will be based on the graph_data
assert artifacts1 == artifacts2