Text classification using spacy.

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NLP

Hello everyone,

I am new to NLP and haven't used spacy that much, I am learning by myself.
My question is, is there a way to classify if a text is a warning or an order, using spacy's classification libraries and POS taggers. For example "Open that door" is an order, how do I classify it?

What I have tried:

I have used POS taggers but with the tags I can't seem to figure out what type of text it is, how to make the machine understand if a text is, say for example an order? I am not trying to train any model or anything advance like this.