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aw_datastore/benchmark.py Executable file
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#!/usr/bin/env python3
import sys
from contextlib import contextmanager
from datetime import datetime, timedelta, timezone
from typing import Callable
from aw_core.models import Event
from aw_datastore import get_storage_methods
from aw_datastore.storages import AbstractStorage
td1s = timedelta(seconds=1)
def create_test_events(n):
now = datetime.now(timezone.utc) - timedelta(days=1000)
events = []
for i in range(n):
events.append(
Event(timestamp=now + i * td1s, duration=td1s, data={"label": "asd"})
)
return events
@contextmanager
def temporary_bucket(ds):
bucket_id = "test_bucket"
try:
ds.delete_bucket(bucket_id)
except Exception:
pass
bucket = ds.create_bucket(bucket_id, "testingtype", "test-client", "testing-box")
yield bucket
ds.delete_bucket(bucket_id)
def benchmark(storage: Callable[..., AbstractStorage]):
raise NotImplementedError(
"No longer implemented as ttt/takethetime dependency is removed"
)
# if storage.__name__ == "PeeweeStorage":
# ds = Datastore(storage, testing=True, filepath="test.db")
# else:
# ds = Datastore(storage, testing=True)
# num_single_events = 50
# num_replace_events = 50
# num_bulk_events = 20_000
# num_events = num_single_events + num_replace_events + num_bulk_events + 1
# num_final_events = num_single_events + num_bulk_events + 1
# events = create_test_events(num_events)
# single_events = events[:num_single_events]
# replace_events = events[num_single_events : num_single_events + num_replace_events]
# bulk_events = events[num_single_events + num_replace_events : -1]
# print(storage.__name__)
# with temporary_bucket(ds) as bucket:
# with ttt(" sum"):
# with ttt(f" single insert {num_single_events} events"):
# for event in single_events:
# bucket.insert(event)
# with ttt(f" bulk insert {num_bulk_events} events"):
# bucket.insert(bulk_events)
# with ttt(f" replace last {num_replace_events}"):
# for e in replace_events:
# bucket.replace_last(e)
# with ttt(" insert 1 event"):
# bucket.insert(events[-1])
# with ttt(" get one"):
# events_tmp = bucket.get(limit=1)
# with ttt(" get all"):
# events_tmp = bucket.get(limit=-1)
# assert len(events_tmp) == num_final_events
# with ttt(" get range"):
# events_tmp = bucket.get(
# limit=-1,
# starttime=events[1].timestamp + 0.01 * td1s,
# endtime=events[-1].timestamp + events[-1].duration,
# )
# assert len(events_tmp) == num_final_events - 1
if __name__ == "__main__":
for storage in get_storage_methods().values():
if len(sys.argv) <= 1 or storage.__name__ in sys.argv:
benchmark(storage)