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|
import os
from datetime import timedelta
from decimal import Decimal
import pandas as pd
class TestTeam:
def test_init(self, team):
from generalresearch.models.gr.team import Team
assert isinstance(team, Team)
assert isinstance(team.id, int)
assert isinstance(team.uuid, str)
def test_memberships_none(self, team, gr_user_factory, gr_db):
assert team.memberships is None
team.prefetch_memberships(pg_config=gr_db)
assert isinstance(team.memberships, list)
assert len(team.memberships) == 0
def test_memberships(
self,
team,
membership,
gr_user,
gr_user_factory,
membership_factory,
membership_manager,
gr_db,
):
assert team.memberships is None
team.prefetch_memberships(pg_config=gr_db)
assert isinstance(team.memberships, list)
assert len(team.memberships) == 1
assert team.memberships[0].user_id == gr_user.id
# Create another new Membership
membership_manager.create(team=team, gr_user=gr_user_factory())
assert len(team.memberships) == 1
team.prefetch_memberships(pg_config=gr_db)
assert len(team.memberships) == 2
def test_gr_users(
self, team, gr_user_factory, membership_manager, gr_db, gr_redis_config
):
assert team.gr_users is None
team.prefetch_gr_users(pg_config=gr_db, redis_config=gr_redis_config)
assert isinstance(team.gr_users, list)
assert len(team.gr_users) == 0
# Create a new Membership
membership_manager.create(team=team, gr_user=gr_user_factory())
assert len(team.gr_users) == 0
team.prefetch_gr_users(pg_config=gr_db, redis_config=gr_redis_config)
assert len(team.gr_users) == 1
# Create another Membership
membership_manager.create(team=team, gr_user=gr_user_factory())
assert len(team.gr_users) == 1
team.prefetch_gr_users(pg_config=gr_db, redis_config=gr_redis_config)
assert len(team.gr_users) == 2
def test_businesses(self, team, business, team_manager, gr_db, gr_redis_config):
from generalresearch.models.gr.business import Business
assert team.businesses is None
team.prefetch_businesses(pg_config=gr_db, redis_config=gr_redis_config)
assert isinstance(team.businesses, list)
assert len(team.businesses) == 0
team_manager.add_business(team=team, business=business)
assert len(team.businesses) == 0
team.prefetch_businesses(pg_config=gr_db, redis_config=gr_redis_config)
assert len(team.businesses) == 1
assert isinstance(team.businesses[0], Business)
assert team.businesses[0].uuid == business.uuid
def test_products(self, team, product_factory, thl_web_rr):
from generalresearch.models.thl.product import Product
assert team.products is None
team.prefetch_products(thl_pg_config=thl_web_rr)
assert isinstance(team.products, list)
assert len(team.products) == 0
product_factory(team=team)
assert len(team.products) == 0
team.prefetch_products(thl_pg_config=thl_web_rr)
assert len(team.products) == 1
assert isinstance(team.products[0], Product)
class TestTeamMethods:
def test_cache_key(self, team, gr_redis):
assert isinstance(team.cache_key, str)
assert ":" in team.cache_key
assert str(team.uuid) in team.cache_key
def test_set_cache(
self,
team,
gr_redis,
gr_db,
thl_web_rr,
gr_redis_config,
client_no_amm,
mnt_filepath,
mnt_gr_api_dir,
enriched_wall_merge,
enriched_session_merge,
):
assert gr_redis.get(name=team.cache_key) is None
team.set_cache(
pg_config=gr_db,
thl_web_rr=thl_web_rr,
redis_config=gr_redis_config,
client=client_no_amm,
ds=mnt_filepath,
mnt_gr_api=mnt_gr_api_dir,
enriched_wall=enriched_wall_merge,
enriched_session=enriched_session_merge,
)
assert gr_redis.hgetall(name=team.cache_key) is not None
def test_set_cache_team(
self,
gr_user,
gr_user_token,
gr_redis,
gr_db,
thl_web_rr,
product_factory,
team,
membership_factory,
gr_redis_config,
client_no_amm,
mnt_filepath,
mnt_gr_api_dir,
enriched_wall_merge,
enriched_session_merge,
):
from generalresearch.models.gr.team import Team
p1 = product_factory(team=team)
membership_factory(team=team, gr_user=gr_user)
team.set_cache(
pg_config=gr_db,
thl_web_rr=thl_web_rr,
redis_config=gr_redis_config,
client=client_no_amm,
ds=mnt_filepath,
mnt_gr_api=mnt_gr_api_dir,
enriched_wall=enriched_wall_merge,
enriched_session=enriched_session_merge,
)
team2 = Team.from_redis(
uuid=team.uuid,
fields=["id", "memberships", "gr_users", "businesses", "products"],
gr_redis_config=gr_redis_config,
)
assert team.model_dump_json() == team2.model_dump_json()
assert p1.uuid in [p.uuid for p in team2.products]
assert len(team2.gr_users) == 1
assert gr_user.id in [gru.id for gru in team2.gr_users]
def test_prebuild_enriched_session_parquet(
self,
event_report_request,
enriched_session_merge,
client_no_amm,
wall_collection,
session_collection,
thl_web_rr,
session_report_request,
user_factory,
start,
session_factory,
product_factory,
delete_df_collection,
business,
mnt_filepath,
mnt_gr_api_dir,
team,
):
delete_df_collection(coll=wall_collection)
delete_df_collection(coll=session_collection)
p1 = product_factory(team=team)
p2 = product_factory(team=team)
for p in [p1, p2]:
u = user_factory(product=p)
for i in range(50):
s = session_factory(
user=u,
wall_count=1,
wall_req_cpi=Decimal("1.00"),
started=start + timedelta(minutes=i, seconds=1),
)
wall_collection.initial_load(client=None, sync=True)
session_collection.initial_load(client=None, sync=True)
enriched_session_merge.build(
client=client_no_amm,
session_coll=session_collection,
wall_coll=wall_collection,
pg_config=thl_web_rr,
)
team.prebuild_enriched_session_parquet(
thl_pg_config=thl_web_rr,
ds=mnt_filepath,
client=client_no_amm,
mnt_gr_api=mnt_gr_api_dir,
enriched_session=enriched_session_merge,
)
# Now try to read from path
df = pd.read_parquet(
os.path.join(mnt_gr_api_dir, "pop_session", f"{team.file_key}.parquet")
)
assert isinstance(df, pd.DataFrame)
def test_prebuild_enriched_wall_parquet(
self,
event_report_request,
enriched_session_merge,
enriched_wall_merge,
client_no_amm,
wall_collection,
session_collection,
thl_web_rr,
session_report_request,
user_factory,
start,
session_factory,
product_factory,
delete_df_collection,
business,
mnt_filepath,
mnt_gr_api_dir,
team,
):
delete_df_collection(coll=wall_collection)
delete_df_collection(coll=session_collection)
p1 = product_factory(team=team)
p2 = product_factory(team=team)
for p in [p1, p2]:
u = user_factory(product=p)
for i in range(50):
s = session_factory(
user=u,
wall_count=1,
wall_req_cpi=Decimal("1.00"),
started=start + timedelta(minutes=i, seconds=1),
)
wall_collection.initial_load(client=None, sync=True)
session_collection.initial_load(client=None, sync=True)
enriched_wall_merge.build(
client=client_no_amm,
session_coll=session_collection,
wall_coll=wall_collection,
pg_config=thl_web_rr,
)
team.prebuild_enriched_wall_parquet(
thl_pg_config=thl_web_rr,
ds=mnt_filepath,
client=client_no_amm,
mnt_gr_api=mnt_gr_api_dir,
enriched_wall=enriched_wall_merge,
)
# Now try to read from path
df = pd.read_parquet(
os.path.join(mnt_gr_api_dir, "pop_event", f"{team.file_key}.parquet")
)
assert isinstance(df, pd.DataFrame)
|
