Problem when Pretrainig the model with past_feat_dynamic_real

[bkoyuncu]

Hello,

I have created my data with past_feat_dynamic_real, however, I believe the current implementation in pretrain.py does not include them in training as:

uni2ts/src/uni2ts/model/moirai/pretrain.py

Line 485 in cadebd8

+ SelectFields(fields=list(self.seq_fields))

where self.seq_fields are defined as

uni2ts/src/uni2ts/model/moirai/pretrain.py

Lines 66 to 72 in cadebd8

	seq_fields: tuple[str, ...] = (
	"target",
	"observed_mask",
	"time_id",
	"variate_id",
	"prediction_mask",
	"patch_size",

I believe past_feat_dynamic_real are not being output in the end of processing the input data.

Is this an expected behaviour? How can I make sure past_feat_dynamic_real are used in training?