def test_make_recurrent_no_partitioning4():
ORDER_BY = "times"
N_RECURRENT_SAMPLES = 5
df = sample_data2()
arr, y = make_recurrent(df, N_RECURRENT_SAMPLES, ORDER_BY, verbose=True, price_column="val1", time_threshold=86400)
check_results(arr, df, N_RECURRENT_SAMPLES)
def test_make_recurrent_partitioning4():
ORDER_BY = "times"
PARTITION_BY = "day"
N_RECURRENT_SAMPLES = 3
df = sample_data2()
df[PARTITION_BY] = pd.to_datetime(df["times"]).dt.to_period("D")
arr, y = make_recurrent(df, N_RECURRENT_SAMPLES, ORDER_BY, PARTITION_BY, verbose=True, price_column="val1", time_threshold=86400)
check_results(arr, df, N_RECURRENT_SAMPLES, PARTITION_BY)