add pymorphy3 add python 3.11 to tests

.github/workflows/run-tests.yml

@@ -1,9 +1,9 @@
 # This workflow will install Python dependencies, run tests and lint with a single version of Python
 # For more information see: https://docs.github.com/en/actions/automating-builds-and-tests/building-and-testing-python
 
 name: Run Tests
 
-on: ["push", "pull_request"]
+on: [push, pull_request]
 
 permissions:
   contents: read
@@ -12,13 +12,15 @@
   build:
 
     runs-on: ubuntu-latest
-
+    strategy:
+      matrix:
+        python-version: ["3.10", "3.11"]
     steps:
     - uses: actions/checkout@v3
-    - name: Set up Python 3.10
+    - name: Set up Python ${{ matrix.python-version }}
       uses: actions/setup-python@v3
       with:
-        python-version: "3.10"
+        python-version: ${{ matrix.python-version }}
     - name: Install dependencies
       run: |
         python -m pip install --upgrade pip

find_similar/tokenize.py

@@ -5,11 +5,11 @@
 import nltk
 from nltk.tokenize import word_tokenize
 from nltk.corpus import stopwords
-import pymorphy2
+import pymorphy3 as pymorphy
 
 from find_similar.calc_models import LanguageNotFoundException
 
-morph = pymorphy2.MorphAnalyzer()
+morph = pymorphy.MorphAnalyzer()
 
 PUNCTUATION_SET = {";", ",", ".", "(", ")", "*", "-", ":"}
 UNUSEFUL_WORDS = {
@@ -181,7 +181,7 @@ def remove_part_speech(part_parse, parts=None, dictionary=None):
     return result
 
 
-def get_parsed_text(word: str) -> pymorphy2:
+def get_parsed_text(word: str):
     """
     Get Parsed Text
     :param word: str word