Add Python 3.11 to GHA

.github/workflows/publish-python-package.yml

@@ -20,7 +20,7 @@ jobs:
     - name: Set up Python
       uses: actions/setup-python@v5
       with:
-        python-version: '3.10'
+        python-version: '3.11'
     - name: Install dependencies
       run: |
         python -m pip install --upgrade pip

.github/workflows/test-python-package.yml

@@ -16,7 +16,7 @@ jobs:
     runs-on: ubuntu-latest
     strategy:
       matrix:
-        python-version: [3.9, "3.10"]
+        python-version: [3.9, "3.10", "3.11"]
 
     steps:
     - uses: actions/checkout@v4

.pre-commit-config.yaml

@@ -55,7 +55,7 @@ repos:
             pyarrow>=1.0.1,
             chardet>=3.0.4,
             fastavro>=1.0.0.post1,
-            python-snappy>=0.5.4,
+            python-snappy>=0.7.1,
             charset-normalizer>=1.3.6,
             psutil>=4.0.0,
             scipy>=1.4.1,

dataprofiler/__init__.py

@@ -20,22 +20,6 @@
 from .validators.base_validators import Validator
 from .version import __version__
 
-try:
-    import snappy
-except ImportError:
-    import warnings
-
-    warnings.warn(
-        "Snappy must be installed to use parquet/avro datasets."
-        "\n\n"
-        "For macOS use Homebrew:\n"
-        "\t`brew install snappy`"
-        "\n\n"
-        "For linux use apt-get:\n`"
-        "\tsudo apt-get -y install libsnappy-dev`\n",
-        ImportWarning,
-    )
-
 
 def set_seed(seed=None):
     # also check it's an integer

dataprofiler/tests/labelers/test_labeler_utils.py

@@ -1,6 +1,6 @@
 import logging
+import tempfile
 import unittest
-from unittest import mock
 
 import numpy as np
 import pandas as pd
@@ -235,9 +235,7 @@ def test_verbose(self):
         self.assertIn("f1-score ", log_output)
         self.assertIn("F1 Score: ", log_output)
 
-    @mock.patch("dataprofiler.labelers.labeler_utils.classification_report")
-    @mock.patch("pandas.DataFrame")
-    def test_save_conf_mat(self, mock_dataframe, mock_report):
+    def test_save_conf_mat(self):
 
         # ideally mock out the actual contents written to file, but
         # would be difficult to get this completely worked out.
@@ -248,28 +246,25 @@ def test_save_conf_mat(self, mock_dataframe, mock_report):
                 [0, 1, 2],
             ]
         )
-        expected_row_col_names = dict(
-            columns=["pred:PAD", "pred:UNKNOWN", "pred:OTHER"],
-            index=["true:PAD", "true:UNKNOWN", "true:OTHER"],
-        )
-        mock_instance_df = mock.Mock(spec=pd.DataFrame)()
-        mock_dataframe.return_value = mock_instance_df
-
-        # still omit bc confusion mat should include all despite omit
-        f1, f1_report = labeler_utils.evaluate_accuracy(
-            self.y_pred,
-            self.y_true,
-            self.num_labels,
-            self.reverse_label_mapping,
-            omitted_labels=["PAD"],
-            verbose=False,
-            confusion_matrix_file="test.csv",
-        )
+        expected_columns = ["pred:PAD", "pred:UNKNOWN", "pred:OTHER"]
+        expected_index = ["true:PAD", "true:UNKNOWN", "true:OTHER"]
 
-        self.assertTrue((mock_dataframe.call_args[0][0] == expected_conf_mat).all())
-        self.assertDictEqual(expected_row_col_names, mock_dataframe.call_args[1])
+        with tempfile.NamedTemporaryFile() as tmpFile:
+            # still omit bc confusion mat should include all despite omit
+            f1, f1_report = labeler_utils.evaluate_accuracy(
+                self.y_pred,
+                self.y_true,
+                self.num_labels,
+                self.reverse_label_mapping,
+                omitted_labels=["PAD"],
+                verbose=False,
+                confusion_matrix_file=tmpFile.name,
+            )
 
-        mock_instance_df.to_csv.assert_called()
+            df1 = pd.read_csv(tmpFile.name, index_col=0)
+            self.assertListEqual(list(df1.columns), expected_columns)
+            self.assertListEqual(list(df1.index), expected_index)
+            np.testing.assert_array_equal(df1.values, expected_conf_mat)
 
 
 class TestTFFunctions(unittest.TestCase):

dataprofiler/tests/test_data_profiler.py

@@ -56,46 +56,6 @@ def test_data_profiling(self):
             self.assertIsNotNone(profile.profile)
             self.assertIsNotNone(profile.report())
 
-    def test_no_snappy(self):
-        import importlib
-        import sys
-        import types
-
-        orig_import = __import__
-        # necessary for any wrapper around the library to test if snappy caught
-        # as an issue
-
-        def reload_data_profiler():
-            """Recursively reload modules."""
-            sys_modules = sys.modules.copy()
-            for module_name, module in sys_modules.items():
-                # Only reload top level of the dataprofiler
-                if "dataprofiler" in module_name and len(module_name.split(".")) < 3:
-                    if isinstance(module, types.ModuleType):
-                        importlib.reload(module)
-
-        def import_mock(name, *args, **kwargs):
-            if name == "snappy":
-                raise ImportError("test")
-            return orig_import(name, *args, **kwargs)
-
-        with mock.patch("builtins.__import__", side_effect=import_mock):
-            with self.assertWarns(ImportWarning) as w:
-                import dataprofiler
-
-                reload_data_profiler()
-
-        self.assertEqual(
-            str(w.warning),
-            "Snappy must be installed to use parquet/avro datasets."
-            "\n\n"
-            "For macOS use Homebrew:\n"
-            "\t`brew install snappy`"
-            "\n\n"
-            "For linux use apt-get:\n`"
-            "\tsudo apt-get -y install libsnappy-dev`\n",
-        )
-
     def test_no_tensorflow(self):
         import sys
 

requirements-test.txt

@@ -1,5 +1,5 @@
 coverage>=5.0.1
-dask>=2.29.0,<2024.2.0
+dask[dask-expr,dataframe]>=2024.4.1
 fsspec>=0.3.3
 pytest>=6.0.1
 pytest-cov>=2.8.1

requirements.txt

@@ -7,7 +7,7 @@ pytz>=2020.1
 pyarrow>=1.0.1
 chardet>=3.0.4
 fastavro>=1.1.0
-python-snappy>=0.5.4
+python-snappy>=0.7.1
 charset-normalizer>=1.3.6
 psutil>=4.0.0
 scipy>=1.10.0

tox.ini

@@ -1,5 +1,5 @@
 [tox]
-envlist = py39, py310, pypi-description, manifest, precom
+envlist = py39, py310, py311, pypi-description, manifest, precom
 
 
 [testenv]