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tests/ert/unit_tests/dark_storage/test_dark_storage_state.py
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import gc | ||
import io | ||
import os | ||
from urllib.parse import quote | ||
from uuid import UUID | ||
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import hypothesis.strategies as st | ||
import pandas as pd | ||
import pytest | ||
from hypothesis import assume | ||
from hypothesis.stateful import rule | ||
from starlette.testclient import TestClient | ||
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from ert.dark_storage import enkf | ||
from ert.dark_storage.app import app | ||
from tests.ert.unit_tests.storage.test_local_storage import StatefulStorageTest | ||
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def escape(s): | ||
return quote(quote(quote(s, safe=""))) | ||
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class DarkStorageStateTest(StatefulStorageTest): | ||
def __init__(self): | ||
super().__init__() | ||
self.prev_no_token = os.environ.get("ERT_STORAGE_NO_TOKEN") | ||
self.prev_ens_path = os.environ.get("ERT_STORAGE_ENS_PATH") | ||
os.environ["ERT_STORAGE_NO_TOKEN"] = "yup" | ||
os.environ["ERT_STORAGE_ENS_PATH"] = str(self.storage.path) | ||
self.client = TestClient(app) | ||
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@rule() | ||
def get_experiments_through_client(self): | ||
self.client.get("/updates/storage") | ||
response = self.client.get("/experiments") | ||
experiment_records = response.json() | ||
assert len(experiment_records) == len(list(self.storage.experiments)) | ||
for record in experiment_records: | ||
storage_experiment = self.storage.get_experiment(UUID(record["id"])) | ||
assert {UUID(i) for i in record["ensemble_ids"]} == { | ||
ens.id for ens in storage_experiment.ensembles | ||
} | ||
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@rule(model_experiment=StatefulStorageTest.experiments) | ||
def get_observations_through_client(self, model_experiment): | ||
response = self.client.get(f"/experiments/{model_experiment.uuid}/observations") | ||
assert {r["name"] for r in response.json()} == { | ||
key | ||
for _, ds in model_experiment.observations.items() | ||
for key in ds["observation_key"] | ||
} | ||
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@rule(model_experiment=StatefulStorageTest.experiments) | ||
def get_ensembles_through_client(self, model_experiment): | ||
response = self.client.get(f"/experiments/{model_experiment.uuid}/ensembles") | ||
assert {r["id"] for r in response.json()} == { | ||
str(uuid) for uuid in model_experiment.ensembles | ||
} | ||
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@rule(model_ensemble=StatefulStorageTest.ensembles) | ||
def get_responses_through_client(self, model_ensemble): | ||
response = self.client.get(f"/ensembles/{model_ensemble.uuid}/responses") | ||
response_names = { | ||
k | ||
for r in model_ensemble.response_values.values() | ||
for k in r["response_key"] | ||
} | ||
assert set(response.json().keys()) == response_names | ||
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@rule(model_ensemble=StatefulStorageTest.ensembles, data=st.data()) | ||
def get_response_csv_through_client(self, model_ensemble, data): | ||
assume(model_ensemble.response_values) | ||
print(model_ensemble.response_values) | ||
response_key = data.draw( | ||
st.sampled_from( | ||
[ | ||
n | ||
for _, r in model_ensemble.response_values.items() | ||
for n in r["response_key"] | ||
] | ||
) | ||
) | ||
df = pd.read_parquet( | ||
io.BytesIO( | ||
self.client.get( | ||
f"/ensembles/{model_ensemble.uuid}/records/{escape(response_key)}", | ||
headers={"accept": "application/x-parquet"}, | ||
).content | ||
) | ||
) | ||
assert {dt[:10] for dt in df.columns} == { | ||
str(dt)[:10] | ||
for dt in model_ensemble.response_values[response_key].sel( | ||
name=response_key | ||
)["time"] | ||
} | ||
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def teardown(self): | ||
super().teardown() | ||
if enkf._storage is not None: | ||
enkf._storage.close() | ||
enkf._storage = None | ||
gc.collect() | ||
if self.prev_no_token is not None: | ||
os.environ["ERT_STORAGE_NO_TOKEN"] = self.prev_no_token | ||
else: | ||
del os.environ["ERT_STORAGE_NO_TOKEN"] | ||
if self.prev_ens_path is not None: | ||
os.environ["ERT_STORAGE_ENS_PATH"] = self.prev_ens_path | ||
else: | ||
del os.environ["ERT_STORAGE_ENS_PATH"] | ||
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TestDarkStorage = pytest.mark.integration_test(DarkStorageStateTest.TestCase) |