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tests: migrate API and API V2 tests to pytest
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alvarolopez committed Jun 11, 2024
1 parent aabcc57 commit c7205f9
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5 changes: 4 additions & 1 deletion deepaas/tests/fake_responses.py
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"labels": [{"label": "foo", "probability": 1.0}],
}

deepaas_test_train = {"status": "running", "uuid": "2ad53089edfb4521af081c45df16bed5"}
deepaas_test_train = {
"status": "running",
"args": {"sleep": 0},
}
108 changes: 108 additions & 0 deletions deepaas/tests/test_api.py
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# -*- coding: utf-8 -*-

# Copyright 2018 Spanish National Research Council (CSIC)
#
# Licensed under the Apache License, Version 2.0 (the "License"); you may
# not use this file except in compliance with the License. You may obtain
# a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS, WITHOUT
# WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the
# License for the specific language governing permissions and limitations
# under the License.

import io

import pytest

import deepaas
from deepaas import api
from deepaas.model.v2 import wrapper as v2_wrapper
from deepaas.tests import fake_responses
from deepaas.tests import fake_v2_model


class TestApiV2:
@pytest.fixture
@staticmethod
def wrapped_model():
return v2_wrapper.ModelWrapper("deepaas-test", fake_v2_model.TestModel(), None)

@pytest.fixture
@staticmethod
async def client(application, aiohttp_client):
c = await aiohttp_client(application)
return c

@pytest.fixture
@staticmethod
async def application(monkeypatch):
# app = web.Application()
# app.middlewares.append(web.normalize_path_middleware())

w = v2_wrapper.ModelWrapper("deepaas-test", fake_v2_model.TestModel(), None)

monkeypatch.setattr(api, "APP", None)
monkeypatch.setattr(deepaas.model, "V2_MODELS", {"deepaas-test": w})
monkeypatch.setattr(deepaas.model, "register_v2_models", lambda x: None)

app = await api.get_app(enable_doc=False, base_path="/custom")

return app

async def test_not_found(self, client):
ret = await client.get("/api")
assert 404 == ret.status

async def test_predict_data(self, client):
f = io.BytesIO(b"foo")
ret = await client.post(
"/custom/v2/models/deepaas-test/predict/",
data={"data": (f, "foo.txt"), "parameter": 1},
)
assert 200 == ret.status

json = await ret.json()

assert "data" in json
del json["data"]

assert fake_responses.deepaas_test_predict == json

async def test_train(self, client):
ret = await client.post(
"/custom/v2/models/deepaas-test/train/", data={"sleep": 0}
)
assert 200 == ret.status

json = await ret.json()

assert "date" in json
json.pop("date")

assert "uuid" in json
del json["uuid"]

assert fake_responses.deepaas_test_train == json

async def test_get_metadata(self, client):
meta = fake_responses.models_meta

ret = await client.get("/custom/v2/models/")
assert ret.status in [200, 201]

ret_meta = await ret.json()
ret_meta["models"][0]["links"][0]["href"] = "/v2/models/deepaas-test"

assert meta == ret_meta

ret = await client.get("/custom/v2/models/deepaas-test/")
assert ret.status in [200, 201]

ret_meta = await ret.json()
ret_meta["links"][0]["href"] = "/v2/models/deepaas-test"

assert meta["models"][0] == ret_meta
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