import streamlit as st
from pymorphy2 import MorphAnalyzer
from gensim.models import KeyedVectors


@st.cache_resource(show_spinner="Loading the collocation search model")
def load_w2v(model_path):
    _w2v_model = KeyedVectors.load_word2vec_format(model_path, binary=True)
    return _w2v_model


@st.cache_resource(show_spinner="Loading the morphological analyzer")
def load_morph():
    _morph = MorphAnalyzer(lang='ru')
    return _morph