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📝 chore(locustfile.py): add locustfile.py for load testing the API

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🐛 fix(test_process.py): refactor test_load_langchain_object_with_cached_session to use session_manager
🐛 fix(test_process.py): refactor test_load_langchain_object_with_no_cached_session to use session_manager
🐛 fix(test_process.py): refactor test_load_langchain_object_without_session_id to use session_manager
This commit is contained in:
Gabriel Luiz Freitas Almeida 2023-08-18 08:51:56 -03:00
commit 853648ae33
3 changed files with 73 additions and 801 deletions
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src/frontend/package-lock.json generated
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47
tests/locust/locustfile.py Normal file
View file

@ -0,0 +1,47 @@
from locust import HttpUser, task, between
import random
class NameTest(HttpUser):
host = "http://localhost:/api/v1"
wait_time = between(1, 5)
# Read names from the file
with open("names.txt", "r") as file:
names = [line.strip() for line in file.readlines()]
@task
def send_name_and_check(self):
# Select a random name or in order from the list
name = random.choice(self.names)
flow_id = "0bc439e4-539c-4b18-9813-92729326b171" # Replace with the appropriate flow ID
random_session_id_with_name = f"{name}-{random.randint(0, 1000000)}"
session_id = None
# First input
payload1 = {
"inputs": {"text": f"Hello, My name is {name}"},
"session_id": random_session_id_with_name,
}
with self.client.post(
f"/process/{flow_id}", json=payload1, catch_response=True
) as response:
if response.status_code != 200:
response.failure(f"Error: {response.json()}")
else:
response.success()
session_id = response.json().get("session_id")
print(f"Session ID: {session_id}")
if not session_id:
raise ValueError("Session ID not found")
# Second input
payload2 = {"inputs": {"text": "What is my name?"}, "session_id": session_id}
with self.client.post(
f"/process/{flow_id}", json=payload2, catch_response=True
) as response2:
if name not in response2.text:
response2.failure(f"Error {name} not in response: {response2.json()}")
else:
response2.success()

53
tests/test_process.py
View file

@ -1,5 +1,5 @@
from langflow.interface.run import build_sorted_vertices_with_caching
from langflow.processing.process import load_langchain_object, process_tweaks
from langflow.processing.process import process_tweaks
from langflow.services.utils import get_session_manager
def test_no_tweaks():
@ -198,51 +198,50 @@ def test_tweak_not_in_template():
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
# Provide a non-existent session_id
session_manager = get_session_manager()
session_id1 = "non-existent-session-id"
langchain_object1, artifacts1 = session_manager.load_session(
session_id1, basic_graph_data
)
# Use the same session_id to get the langchain_object again
langchain_object2, artifacts2, session_id2 = load_langchain_object(
basic_graph_data, session_id1
# Use the new session_id to get the langchain_object again
langchain_object2, artifacts2 = session_manager.load_session(
session_id1, basic_graph_data
)
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"
session_manager = get_session_manager()
session_id1 = "non-existent-session-id"
langchain_object1, artifacts1 = session_manager.load_session(
session_id1, basic_graph_data
)
# Clear the cache
build_sorted_vertices_with_caching.clear_cache(session_id1)
session_manager.clear_session(session_id1, basic_graph_data)
# Use the new session_id to get the langchain_object again
langchain_object2, artifacts2, session_id2 = load_langchain_object(
basic_graph_data, session_id1
langchain_object2, artifacts2 = session_manager.load_session(
session_id1, basic_graph_data
)
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
# Provide a non-existent session_id
session_manager = get_session_manager()
session_id1 = None
langchain_object1, artifacts1 = session_manager.load_session(
session_id1, basic_graph_data
)
# Build the langchain_object again without providing a session_id
langchain_object2, artifacts2, session_id2 = load_langchain_object(
basic_graph_data, None
# Use the new session_id to get the langchain_object again
langchain_object2, artifacts2 = session_manager.load_session(
session_id1, basic_graph_data
)
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
assert id(langchain_object1) == id(langchain_object2)