from __future__ import annotations 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 from uuid import uuid4 import pytest from _pytest.fixtures import SubRequest from faker import Faker 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() -> timedelta | None: 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: User | None = 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 _inner