Skip to content
Closed
Changes from all commits
Commits
File filter

Filter by extension

Filter by extension

Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
87 changes: 87 additions & 0 deletions tests/core/test_scheduler.py
Original file line number Diff line number Diff line change
Expand Up @@ -722,3 +722,90 @@ def signal_b(batch: DatetimeRanges):
c: [],
d: [],
}


def test_signals_and_lookback(mocker: MockerFixture, make_snapshot, get_batched_missing_intervals):
@signal()
def signal_base(batch: DatetimeRanges):
return [batch[0]]

signals = signal.get_registry()

a = make_snapshot(
load_sql_based_model(
parse( # type: ignore
"""
MODEL (
name base,
kind INCREMENTAL_BY_TIME_RANGE(
lookback 1,
time_column dt,
),
start '2023-01-01',
signals SIGNAL_BASE(),
);

SELECT @start_date AS dt;
"""
),
signal_definitions=signals,
),
)

b = make_snapshot(
load_sql_based_model(
parse( # type: ignore
"""
MODEL (
name b,
kind INCREMENTAL_BY_TIME_RANGE(
lookback 1,
time_column dt,
),
start '2023-01-01'
);

SELECT @start_date AS dt;
"""
),
signal_definitions=signals,
)
)

c = make_snapshot(
load_sql_based_model(
parse( # type: ignore
"""
MODEL (
name c,
kind INCREMENTAL_BY_TIME_RANGE(
lookback 1,
time_column dt,
),
start '2023-01-01',
);

SELECT * FROM a UNION SELECT * FROM b
"""
),
signal_definitions=signals,
),
nodes={a.name: a.model, b.name: b.model},
)

snapshot_evaluator = SnapshotEvaluator(adapters=mocker.MagicMock(), ddl_concurrent_tasks=1)
scheduler = Scheduler(
snapshots=[a, b, c],
snapshot_evaluator=snapshot_evaluator,
state_sync=mocker.MagicMock(),
max_workers=2,
default_catalog=None,
)

batches = get_batched_missing_intervals(scheduler, "2023-01-01", "2023-01-03", None)

assert batches == {
a: [(to_timestamp("2023-01-01"), to_timestamp("2023-01-02"))],
b: [(to_timestamp("2023-01-01"), to_timestamp("2023-01-04"))],
c: [(to_timestamp("2023-01-01"), to_timestamp("2023-01-02"))],
}