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from datetime import datetime, timedelta, timezone
from os.path import join as pjoin
from pathlib import Path
from random import choice as randchoice
from shutil import rmtree
from typing import TYPE_CHECKING, Callable, Optional
from uuid import uuid4
import pytest
from _pytest.fixtures import SubRequest
from faker import Faker
# from test_utils.managers.ledger.conftest import session_with_tx_factory
# from test_utils.models.conftest import session_factory
if TYPE_CHECKING:
from generalresearch.config import GRLBaseSettings
from generalresearch.incite.base import GRLDatasets
from generalresearch.incite.collections import (
DFCollectionItem,
DFCollectionType,
)
from generalresearch.incite.mergers import MergeType
from generalresearch.models.admin.request import (
ReportRequest,
)
from generalresearch.models.thl.product import Product
from generalresearch.models.thl.session import Session
from generalresearch.models.thl.user import User
fake = Faker()
@pytest.fixture
def mnt_gr_api_dir(request: SubRequest, settings: "GRLBaseSettings") -> Path:
p = Path(settings.mnt_gr_api_dir)
p.mkdir(parents=True, exist_ok=True)
from generalresearch.models.admin.request import ReportType
for e in list(ReportType):
Path(pjoin(p, e.value)).mkdir(exist_ok=True)
def tmp_file_teardown():
assert "/mnt/" not in str(p), (
"Under no condition, testing or otherwise should we have code delete "
" any folders or potential data on a network mount"
)
rmtree(p)
request.addfinalizer(tmp_file_teardown)
return p
@pytest.fixture
def event_report_request(utc_hour_ago: datetime, start: datetime) -> "ReportRequest":
from generalresearch.models.admin.request import (
ReportRequest,
ReportType,
)
return ReportRequest.model_validate(
{
"report_type": ReportType.POP_EVENT,
"interval": "5min",
"start": start,
}
)
@pytest.fixture
def session_report_request(utc_hour_ago: datetime, start: datetime) -> "ReportRequest":
from generalresearch.models.admin.request import (
ReportRequest,
ReportType,
)
return ReportRequest.model_validate(
{
"report_type": ReportType.POP_SESSION,
"interval": "5min",
"start": start,
}
)
@pytest.fixture
def mnt_filepath(request: SubRequest) -> "GRLDatasets":
"""
Creates a temporary file path for all DFCollections &
Mergers parquet files.
"""
from generalresearch.incite.base import GRLDatasets, NFSMount
instance = GRLDatasets(
data_src=Path(pjoin("/tmp", f"test-{uuid4().hex[:12]}")),
incite=NFSMount(point="thl-incite"),
)
def tmp_file_teardown():
assert "/mnt/" not in str(instance.data_src), (
"Under no condition, testing or otherwise should we have code delete "
" any folders or potential data on a network mount"
)
rmtree(instance.data_src)
request.addfinalizer(tmp_file_teardown)
return instance
@pytest.fixture
def start(utc_90days_ago: datetime) -> "datetime":
s = utc_90days_ago.replace(microsecond=0)
return s
@pytest.fixture
def offset() -> str:
return "15min"
@pytest.fixture
def duration() -> Optional["timedelta"]:
return timedelta(hours=1)
@pytest.fixture
def df_collection_data_type() -> "DFCollectionType":
from generalresearch.incite.collections import DFCollectionType
return DFCollectionType.TEST
@pytest.fixture
def merge_type() -> "MergeType":
from generalresearch.incite.mergers import MergeType
return MergeType.TEST
@pytest.fixture
def incite_item_factory(
session_factory: Callable[..., "Session"],
product: "Product",
user_factory: Callable[..., "User"],
session_with_tx_factory: Callable[..., "Session"],
) -> Callable[..., None]:
def _inner(
item: "DFCollectionItem",
observations: int = 3,
user: Optional["User"] = None,
):
from generalresearch.incite.collections import (
DFCollection,
DFCollectionType,
)
from generalresearch.models.thl.session import Source
collection: DFCollection = item._collection
data_type: DFCollectionType = collection.data_type
for _ in range(5):
item_time = fake.date_time_between(
start_date=item.start, end_date=item.finish, tzinfo=timezone.utc
)
match data_type:
case DFCollectionType.USER:
user_factory(product=product, created=item_time)
case DFCollectionType.LEDGER:
session_with_tx_factory(started=item_time, user=user)
case DFCollectionType.WALL:
u = (
user
if user
else user_factory(product=product, created=item_time)
)
session_factory(
user=u,
started=item_time,
wall_source=randchoice(list(Source)),
)
case DFCollectionType.SESSION:
u = (
user
if user
else user_factory(product=product, created=item_time)
)
session_factory(
user=u,
started=item_time,
wall_source=randchoice(list(Source)),
)
case _:
raise ValueError("Unsupported DFCollectionItem")
return None
return _inner
|
