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41 changes: 41 additions & 0 deletions tests/cores/mega/test_multimodalqna_gateway.py
Original file line number Diff line number Diff line change
Expand Up @@ -2,15 +2,18 @@
# SPDX-License-Identifier: Apache-2.0

import json
import os
import unittest
from typing import Union

import requests
from fastapi import Request

from comps import (
Base64ByteStrDoc,
EmbedDoc,
EmbedMultimodalDoc,
LLMParamsDoc,
LVMDoc,
LVMSearchedMultimodalDoc,
MultimodalDoc,
Expand Down Expand Up @@ -72,15 +75,25 @@ async def lvm_add(request: Union[LVMDoc, LVMSearchedMultimodalDoc]) -> TextDoc:
return res


@register_microservice(name="asr", host="0.0.0.0", port=8086, endpoint="/v1/audio/transcriptions")
async def asr_add(request: Base64ByteStrDoc) -> LLMParamsDoc:
req = request.model_dump_json()
res = {}
res['query'] = 'you'
return res


class TestServiceOrchestrator(unittest.IsolatedAsyncioTestCase):
@classmethod
def setUpClass(cls):
cls.mm_embedding = opea_microservices["mm_embedding"]
cls.mm_retriever = opea_microservices["mm_retriever"]
cls.lvm = opea_microservices["lvm"]
cls.asr = opea_microservices["asr"]
cls.mm_embedding.start()
cls.mm_retriever.start()
cls.lvm.start()
cls.asr.start()

cls.service_builder = ServiceOrchestrator()

Expand All @@ -93,13 +106,15 @@ def setUpClass(cls):
cls.follow_up_query_service_builder = ServiceOrchestrator()
cls.follow_up_query_service_builder.add(cls.lvm)

os.environ["ASR_SERVICE_PORT"] = "8086"
cls.gateway = MultimodalQnAGateway(cls.service_builder, cls.follow_up_query_service_builder, port=9898)

@classmethod
def tearDownClass(cls):
cls.mm_embedding.stop()
cls.mm_retriever.stop()
cls.lvm.stop()
cls.asr.stop()
cls.gateway.stop()

async def test_service_builder_schedule(self):
Expand Down Expand Up @@ -181,6 +196,32 @@ def test_handle_message_with_system_prompt(self):
prompt, images = self.gateway._handle_message(messages)
self.assertEqual(prompt, "System Prompt\nhello, \nASSISTANT: opea project! \nUSER: chao, \n")

def test_handle_message_with_audio(self):
messages = [
{
"role": "user",
"content": [
{
"type": "text",
"text": "hello, "
}
]
},
{"role": "assistant", "content": "opea project! "},
{
"role": "user",
"content": [
{
"type": "audio",
"audio": "UklGRigAAABXQVZFZm10IBIAAAABAAEARKwAAIhYAQACABAAAABkYXRhAgAAAAEA"
}
]
}
]
prompt, b64_types = self.gateway._handle_message(messages)
self.assertEqual(prompt, "hello, \nASSISTANT: opea project! \nUSER: you\n")
self.assertEqual(b64_types, {"audio": "you"})

async def test_handle_request(self):
json_data = {
"messages": [
Expand Down