Improve testing

README.md

@@ -179,9 +179,11 @@ We are motivated to constantly make RexMex even better.
 RexMex can be installed with the following command after the repo is cloned.
 
 ```sh
-$ python setup.py install
+$ pip install .
 ```
 
+Use `-e/--editable` when developing.
+
 **Installation via pip**
 
 RexMex can be installed with the following pip command.
@@ -200,21 +202,23 @@ $ pip install rexmex --upgrade
 
 **Running tests**
 
+Tests can be run with `tox` with the following:
+
 ```sh
-$ pytest ./tests/unit -cov rexmex/
-$ pytest ./tests/integration -cov rexmex/
+$ pip install tox
+$ tox -e py
 ```
 
 --------------------------------------------------------------------------------
 
 **Citation**
 
-If you use RexMex in a scientific publication, we would appreciate citations. Please see GitHubs built in citation tool.
+If you use RexMex in a scientific publication, we would appreciate citations. Please see GitHub's built-in citation tool.
 
 
 
 --------------------------------------------------------------------------------
 
 **License**
 
-- [Apache-2.0 License](https://github.com/AZ-AI/rexmex/blob/master/LICENSE)
+- [Apache-2.0 License](https://github.com/AZ-AI/rexmex/blob/master/LICENSE)

setup.py

@@ -6,8 +6,9 @@
 setup_requires = ["pytest-runner"]
 
 
-tests_require = ["pytest", "pytest-cov", "mock", "unittest"]
+tests_require = ["pytest", "pytest-cov"]
 
+extras_require = {"test": tests_require}
 
 keywords = [
     "recommender",
@@ -37,6 +38,7 @@
     install_requires=install_requires,
     setup_requires=setup_requires,
     tests_require=tests_require,
+    extras_require=extras_require,
     classifiers=[
         "Development Status :: 3 - Alpha",
         "Intended Audience :: Developers",

tests/integration/test_aggregation.py

@@ -15,37 +15,37 @@ def test_classification(self):
         score_card = ScoreCard(metric_set)
 
         performance_metrics = score_card.generate_report(self.scores)
-        assert performance_metrics.shape == (1, 11)
+        assert performance_metrics.shape == (1, len(metric_set))
 
         performance_metrics = score_card.generate_report(self.scores, grouping=["source_group"])
-        assert performance_metrics.shape == (5, 11)
+        assert performance_metrics.shape == (5, len(metric_set))
 
         performance_metrics = score_card.generate_report(self.scores, grouping=["source_group", "target_group"])
-        assert performance_metrics.shape == (20, 11)
+        assert performance_metrics.shape == (20, len(metric_set))
 
     def test_regression(self):
         metric_set = RatingMetricSet()
         metric_set.normalize_metrics()
         score_card = ScoreCard(metric_set)
 
         performance_metrics = score_card.generate_report(self.scores)
-        assert performance_metrics.shape == (1, 7)
+        assert performance_metrics.shape == (1, len(metric_set))
 
         performance_metrics = score_card.generate_report(self.scores, grouping=["source_group"])
-        assert performance_metrics.shape == (5, 7)
+        assert performance_metrics.shape == (5, len(metric_set))
 
         performance_metrics = score_card.generate_report(self.scores, grouping=["source_group", "target_group"])
-        assert performance_metrics.shape == (20, 7)
+        assert performance_metrics.shape == (20, len(metric_set))
 
     def test_addition(self):
         metric_set = RatingMetricSet() + ClassificationMetricSet()
         score_card = ScoreCard(metric_set)
 
         performance_metrics = score_card.generate_report(self.scores)
-        assert performance_metrics.shape == (1, 18)
+        assert performance_metrics.shape == (1, len(metric_set))
 
         performance_metrics = score_card.generate_report(self.scores, grouping=["source_group"])
-        assert performance_metrics.shape == (5, 18)
+        assert performance_metrics.shape == (5, len(metric_set))
 
         performance_metrics = score_card.generate_report(self.scores, grouping=["source_group", "target_group"])
-        assert performance_metrics.shape == (20, 18)
+        assert performance_metrics.shape == (20, len(metric_set))

tox.ini

@@ -8,6 +8,13 @@ envlist =
     lint
     flake8
     mypy
+    py
+
+[testenv:py]
+commands =
+    pytest --cov rexmex
+extras =
+    test
 
 [testenv:lint]
 deps =