Added python 3.11 and 3.12 support

.github/workflows/publish.yml

@@ -26,7 +26,7 @@ jobs:
       - name: Set up Python
         uses: actions/setup-python@v2
         with:
-          python-version: "3.8"
+          python-version: "3.10"
 
       - name: Install poetry
         run: pip install urllib3==1.26.15 poetry==1.4.0

.github/workflows/publish_dev.yml

@@ -24,7 +24,7 @@ jobs:
       - name: Set up Python
         uses: actions/setup-python@v2
         with:
-          python-version: "3.8"
+          python-version: "3.10"
 
       - name: Install poetry
         run: pip install urllib3==1.26.15 poetry==1.4.0

.github/workflows/test.yml

@@ -18,7 +18,7 @@ jobs:
       - name: Set up Python
         uses: actions/setup-python@v2
         with:
-          python-version: 3.8
+          python-version: "3.10"
 
       - name: Install poetry
         run: pip install urllib3==1.26.15 poetry==1.4.0
@@ -28,7 +28,7 @@ jobs:
         uses: actions/cache@v3
         with:
           path: .venv
-          key: venv-${{ runner.os }}-3.8-${{ hashFiles('**/poetry.lock') }}
+          key: venv-lint-${{ runner.os }}-${{ hashFiles('**/poetry.lock') }}
 
       - name: Install dependencies
         if: steps.cached-poetry-dependencies.outputs.cache-hit != 'true'
@@ -38,16 +38,12 @@ jobs:
         run: make lint
 
   test:
-    name: test (${{ matrix.python-version }}, old-deps - ${{ matrix.old-deps }})
+    name: test ${{ matrix.python-version }}
     runs-on: ubuntu-22.04
     strategy:
       fail-fast: false
       matrix:
-        python-version: [ "3.7", "3.8", "3.9", "3.10" ]
-        old-deps: [ "false" ]
-        include:
-          - python-version: "3.7"
-            old-deps: "true"
+        python-version: [ "3.8", "3.9", "3.10", "3.11", "3.12" ]
 
     steps:
       - uses: actions/checkout@v2
@@ -65,16 +61,12 @@ jobs:
         uses: actions/cache@v3
         with:
           path: .venv
-          key: venv-${{ runner.os }}-${{ matrix.python-version }}-old-deps-${{ matrix.old-deps }}-${{ hashFiles('**/poetry.lock') }}
+          key: venv-test-${{ runner.os }}-${{ matrix.python-version }}-${{ hashFiles('**/poetry.lock') }}
 
       - name: Install dependencies
         if: steps.cached-poetry-dependencies.outputs.cache-hit != 'true'
         run: make install 
 
-      - name: Install old dependencies versions
-        if: matrix.old-deps == 'true'
-        run: poetry run pip install -r requirements-old-versions.txt
-
       - name: Run tests
         run: make test
 

CHANGELOG.md

@@ -15,16 +15,21 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 - [Breaking] Default value for train dataset type and params for user and item dataset types in `DSSMModel` ([#122](https://github.com/MobileTeleSystems/RecTools/pull/122))
 - [Breaking] `n_factors` and `deterministic` params to `DSSMModel` ([#122](https://github.com/MobileTeleSystems/RecTools/pull/122))
 - Hit Rate metric ([#124](https://github.com/MobileTeleSystems/RecTools/pull/124))
+- Python `3.11` support (without `nmslib`) ([#126](https://github.com/MobileTeleSystems/RecTools/pull/126))
+- Python `3.12` support (without `nmslib` and `lightfm`) ([#126](https://github.com/MobileTeleSystems/RecTools/pull/126))
 
 ### Changed
 - Changed the logic of choosing random sampler for `RandomModel` and increased the sampling speed ([#120](https://github.com/MobileTeleSystems/RecTools/pull/120))
 - [Breaking] Changed the logic of `RandomModel`: now the recommendations are different for repeated calls of recommend methods ([#120](https://github.com/MobileTeleSystems/RecTools/pull/120))
 - Torch datasets to support warm recommendations ([#122](https://github.com/MobileTeleSystems/RecTools/pull/122))
 - [Breaking] Replaced `include_warm` parameter in `Dataset.get_user_item_matrix` to pair `include_warm_users` and `include_warm_items` ([#122](https://github.com/MobileTeleSystems/RecTools/pull/122))
 - [Breaking] Renamed torch datasets and `dataset_type` to `train_dataset_type` param in `DSSMModel` ([#122](https://github.com/MobileTeleSystems/RecTools/pull/122))
+- [Breaking] Updated minimum versions of `numpy`, `scipy`, `pandas`, `typeguard` ([#126](https://github.com/MobileTeleSystems/RecTools/pull/126))
+- [Breaking] Set restriction `scipy < 1.13` ([#126](https://github.com/MobileTeleSystems/RecTools/pull/126))
 
 ### Removed
-- `return_external_ids` parameter in `recommend` and `recommend_to_items` model methods ([#77](https://github.com/MobileTeleSystems/RecTools/pull/77))
+- [Breaking] `return_external_ids` parameter in `recommend` and `recommend_to_items` model methods ([#77](https://github.com/MobileTeleSystems/RecTools/pull/77))
+- [Breaking] Python `3.7` support ([#126](https://github.com/MobileTeleSystems/RecTools/pull/126))
 
 
 ## [0.5.0] - 22.03.2024

Makefile

@@ -60,7 +60,7 @@ install: .venv .reports
 	poetry run pytest ${TESTS} --cov=${SOURCES} --cov-report=xml
 
 .doctest:
-	poetry run pytest --doctest-modules ${SOURCES}
+	poetry run pytest --doctest-modules ${SOURCES} --ignore=rectools/tools/ann.py --ignore=rectools/models/lightfm.py
 
 coverage: .venv .reports
 	poetry run coverage run --source ${SOURCES} --module pytest

SECURITY.md

@@ -3,7 +3,7 @@ Security Policy
 
 **Supported Python versions**
 
-3.7 or above
+3.8 or above
 
 **Product development security recommendations**
 

benchmark/__init__.py

@@ -4,7 +4,7 @@
 
 Benchmark RecTools models on a dataset chosen.
 One can choose either a built-in dataset or a custom dataset.
-Benchmark calcuation includes fitting a model, evaluating recommender metrics and profiling
+Benchmark calculation includes fitting a model, evaluating recommender metrics and profiling
 time and memory required for calculations.
 
 Subpackages

docs/source/index.rst

@@ -64,7 +64,7 @@ Install from PyPi using pip
 
     $ pip install rectools
 
-RecTools is compatible with all operating systems and with Python 3.7+.
+RecTools is compatible with all operating systems and with Python 3.8+.
 The default version doesn't contain all the dependencies. Optional dependencies are the following:
 
 lightfm: adds wrapper for LightFM model,