Filters: minimum before='all' size.

Arbitrary filters can be applied for all applications using the time_split.settings.misc.filter option. Must be a predicate (start, mid, end) -> bool. Consider using functools.cache() if your predicate is expensive.

from rics import configure_stuff
from time_split import log_split_progress, plot, settings, split

configure_stuff(datefmt="")

data = ("2022-02", "2022-03")
config = dict(schedule="7d", before="all", after="5d", available=data)

plot(**config, bar_labels="days")

for fold in log_split_progress(split(**config), logger="my-logger"):
    print("Doing work..")

👻 Configured some stuff just the way I like it!
[my-logger:INFO] Begin fold 1/4: '2022-02-01' <= [schedule: '2022-02-03' (Thursday)] < '2022-02-08'.
Doing work..
[my-logger:INFO] Finished fold 1/4: [schedule: '2022-02-03' (Thursday)] after 19 μs.
[my-logger:INFO] Begin fold 2/4: '2022-02-01' <= [schedule: '2022-02-10' (Thursday)] < '2022-02-15'.
Doing work..
[my-logger:INFO] Finished fold 2/4: [schedule: '2022-02-10' (Thursday)] after 16 μs.
[my-logger:INFO] Begin fold 3/4: '2022-02-01' <= [schedule: '2022-02-17' (Thursday)] < '2022-02-22'.
Doing work..
[my-logger:INFO] Finished fold 3/4: [schedule: '2022-02-17' (Thursday)] after 15 μs.
[my-logger:INFO] Begin fold 4/4: '2022-02-01' <= [schedule: '2022-02-24' (Thursday)] < '2022-03-01'.
Doing work..
[my-logger:INFO] Finished fold 4/4: [schedule: '2022-02-24' (Thursday)] after 13 μs.

By setting settings.misc.filter, arbitrary conditions may be forced on the generated folds.

def at_least_10_days(start, mid, end):
    return (mid - start).days >= 10

Enforcing 10 days of training data.

settings.misc.filter = at_least_10_days
plot(**config, bar_labels="days", show_removed=True)

for fold in log_split_progress(split(**config), logger="my-logger"):
    print("Doing work..")

[my-logger:INFO] Begin fold 1/2: '2022-02-01' <= [schedule: '2022-02-17' (Thursday)] < '2022-02-22'.
Doing work..
[my-logger:INFO] Finished fold 1/2: [schedule: '2022-02-17' (Thursday)] after 19 μs.
[my-logger:INFO] Begin fold 2/2: '2022-02-01' <= [schedule: '2022-02-24' (Thursday)] < '2022-03-01'.
Doing work..
[my-logger:INFO] Finished fold 2/2: [schedule: '2022-02-24' (Thursday)] after 15 μs.

The configuration in time_split.settings are global, so changes made will remain in effect for all callers until the original value is reset.

settings.misc.filter = None