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61 lines
1.8 KiB
Python
61 lines
1.8 KiB
Python
import pytest
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from utils import *
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server: ServerProcess
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@pytest.fixture(autouse=True)
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def create_server():
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global server
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server = ServerPreset.tinyllama2()
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server.gcp_compat = True
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def test_gcp_predict_camel_case():
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global server
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server.start()
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res = server.make_request("POST", "/predict", data={
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"instances": [
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{
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"@requestFormat": "chatCompletions",
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"max_tokens": 8,
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"messages": [
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{"role": "user", "content": "What is the meaning of life?"},
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],
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}
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],
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})
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assert res.status_code == 200
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assert "predictions" in res.body
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assert len(res.body["predictions"]) == 1
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prediction = res.body["predictions"][0]
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assert "choices" in prediction
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assert len(prediction["choices"]) == 1
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assert prediction["choices"][0]["message"]["role"] == "assistant"
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assert len(prediction["choices"][0]["message"]["content"]) > 0
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def test_gcp_predict_multiple_instances():
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global server
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server.n_slots = 2
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server.start()
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res = server.make_request("POST", "/predict", data={
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"instances": [
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{
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"@requestFormat": "chatCompletions",
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"max_tokens": 8,
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"messages": [{"role": "user", "content": "Say hello"}],
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},
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{
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"@requestFormat": "chatCompletions",
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"max_tokens": 8,
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"messages": [{"role": "user", "content": "Say world"}],
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},
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],
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})
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assert res.status_code == 200
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assert len(res.body["predictions"]) == 2
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for prediction in res.body["predictions"]:
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assert "choices" in prediction
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assert len(prediction["choices"][0]["message"]["content"]) > 0
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