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test_hub_build.py
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test_hub_build.py
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import os
import json
import base64
from pathlib import Path
import pytest
import requests
from jina.docker.hubio import HubIO
from jina.parsers.hub import set_hub_build_parser, set_hub_pushpull_parser
cur_dir = os.path.dirname(os.path.abspath(__file__))
DUMMY_ACCESS_TOKEN = 'dummy access'
@pytest.fixture
def dummy_access_token(tmpdir):
os.mkdir(os.path.join(str(tmpdir), '.jina'))
access_path = os.path.join(os.path.join(str(tmpdir), '.jina'), 'access.yml')
with open(access_path, 'w') as wp:
wp.write(f'access_token: {DUMMY_ACCESS_TOKEN}')
class MockResponse:
def __init__(self, response_code: int = 200):
self.response_code = response_code
@property
def text(self):
return json.dumps(
{
'docker_username': base64.b64encode('abc'.encode('ascii')).decode(
'ascii'
),
'docker_password': base64.b64encode('def'.encode('ascii')).decode(
'ascii'
),
}
)
@property
def status_code(self):
return self.response_code
@pytest.mark.timeout(360)
def test_hub_build_pull(mocker, monkeypatch, tmpdir, dummy_access_token):
mock = mocker.Mock()
def _mock_get(url, headers):
mock(url=url, headers=headers)
return MockResponse(response_code=requests.codes.ok)
def _mock_post(url, headers, data):
mock(url=url, headers=headers, data=data)
return MockResponse(response_code=requests.codes.ok)
def _mock_home():
return Path(str(tmpdir))
monkeypatch.setattr(Path, 'home', _mock_home)
monkeypatch.setattr(requests, 'get', _mock_get)
monkeypatch.setattr(requests, 'post', _mock_post)
monkeypatch.setattr(HubIO, '_docker_login', mock)
args = set_hub_build_parser().parse_args(
[os.path.join(cur_dir, 'hub-mwu'), '--push', '--raise-error']
)
HubIO(args).build()
args = set_hub_pushpull_parser().parse_args(['jinahub/pod.dummy_mwu_encoder:0.0.6'])
HubIO(args).pull()
@pytest.mark.timeout(360)
def test_hub_build_uses():
args = set_hub_build_parser().parse_args(
[os.path.join(cur_dir, 'hub-mwu'), '--test-uses', '--raise-error']
)
HubIO(args).build()
# build again it shall not fail
HubIO(args).build()
args = set_hub_build_parser().parse_args(
[os.path.join(cur_dir, 'hub-mwu'), '--test-uses', '--daemon', '--raise-error']
)
HubIO(args).build()
# build again it shall not fail
HubIO(args).build()
@pytest.mark.timeout(360)
def test_hub_build_uses():
args = set_hub_build_parser().parse_args(
[os.path.join(cur_dir, 'hub-mwu'), '--test-uses', '--raise-error']
)
assert HubIO(args).build()['is_build_success']
# build again it shall not fail
assert HubIO(args).build()['is_build_success']
args = set_hub_build_parser().parse_args(
[os.path.join(cur_dir, 'hub-mwu'), '--test-uses', '--daemon', '--raise-error']
)
assert HubIO(args).build()['is_build_success']
# build again it shall not fail
assert HubIO(args).build()['is_build_success']
def test_hub_build_failures():
for j in [
'bad-dockerfile',
'bad-pythonfile',
'missing-dockerfile',
'missing-manifest',
]:
args = set_hub_build_parser().parse_args(
[os.path.join(cur_dir, 'hub-mwu-bad', j)]
)
assert not HubIO(args).build()['is_build_success']
def test_hub_build_no_pymodules():
args = set_hub_build_parser().parse_args(
[os.path.join(cur_dir, 'hub-mwu-bad', 'fail-to-start')]
)
assert HubIO(args).build()['is_build_success']
args = set_hub_build_parser().parse_args(
[os.path.join(cur_dir, 'hub-mwu-bad', 'fail-to-start'), '--test-uses']
)
assert not HubIO(args).build()['is_build_success']
@pytest.fixture()
def requirements(request, tmpdir):
requirements_file = os.path.join(tmpdir, 'requirements.txt')
with open(requirements_file, 'w') as fp:
fp.write(request.param)
@pytest.mark.parametrize(
'requirements', ['jina\ntorch>=2', 'jina>=0.2\ntoch==3'], indirect=True
)
def test_jina_version_freeze(requirements, tmpdir):
import pkg_resources
from jina import __version__
args = set_hub_build_parser().parse_args([str(tmpdir)])
hubio = HubIO(args)
hubio._freeze_jina_version()
requirements_file = os.path.join(tmpdir, 'requirements.txt')
with open(requirements_file, 'r') as fp:
requirements = pkg_resources.parse_requirements(fp)
assert len(list(filter(lambda x: 'jina' in str(x), requirements))) == 1
for req in requirements:
if 'jina' in str(req):
assert str(req) == f'jina=={__version__}'
@pytest.mark.parametrize('requirements', ['torch'], indirect=True)
def test_jina_version_freeze_no_jina_dependency(requirements, tmpdir):
import pkg_resources
args = set_hub_build_parser().parse_args([str(tmpdir)])
hubio = HubIO(args)
hubio._freeze_jina_version()
requirements_file = os.path.join(tmpdir, 'requirements.txt')
with open(requirements_file, 'r') as fp:
requirements = pkg_resources.parse_requirements(fp)
assert len(list(filter(lambda x: 'jina' in str(x), requirements))) == 0
@pytest.mark.parametrize(
'requirements', ['git+https://github.com/openai/CLIP.git'], indirect=True
)
def test_jina_version_freeze_no_jina_dependency_git_no_raise(requirements, tmpdir):
args = set_hub_build_parser().parse_args([str(tmpdir)])
hubio = HubIO(args)
hubio._freeze_jina_version()
def test_labels():
class MockContainers:
def __init__(self):
pass
def build(self, *args, **kwargs):
labels = kwargs['labels']
assert all([isinstance(v, str) for k, v in labels.items()])
assert 'ai.jina.hub.version' in labels
assert 'ai.jina.hub.name' in labels
raise BaseException('labels all good')
args = set_hub_build_parser().parse_args(
[os.path.join(cur_dir, 'hub-mwu'), '--test-uses', '--raise-error']
)
hubio = HubIO(args)
hubio._raw_client = MockContainers()
with pytest.raises(BaseException, match='labels all good'):
hubio.build()