Version 0.2.5

Updates sample notebooks: fixed evidently import
evidentlyai · Feb 17, 2023 · fb08716 · fb08716
1 parent dfff15d
commit fb08716
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Showing 6 changed files with 592 additions and 70 deletions.
diff --git a/examples/sample_notebooks/evidently_metric_presets.ipynb b/examples/sample_notebooks/evidently_metric_presets.ipynb
diff --git a/examples/sample_notebooks/evidently_metrics.ipynb b/examples/sample_notebooks/evidently_metrics.ipynb
@@ -16,7 +16,6 @@
     "try:\n",
     "    import evidently\n",
     "except:\n",
-    "    !npm install -g yarn\n",
     "    !pip install git+https://github.com/evidentlyai/evidently.git"
    ]
   },
@@ -166,7 +165,7 @@
     "#dataset-level metrics\n",
     "data_drift_dataset_report = Report(metrics=[\n",
     "    DatasetDriftMetric(),\n",
-    "    DataDriftTable(),    \n",
+    "    DataDriftTable(num_stattest='kl_div', cat_stattest='psi'),    \n",
     "])\n",
     "\n",
     "data_drift_dataset_report.run(reference_data=adult_ref, current_data=adult_cur)\n",
@@ -465,7 +464,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.8.13"
+   "version": "3.11.0"
   }
  },
  "nbformat": 4,

diff --git a/examples/sample_notebooks/evidently_test_presets.ipynb b/examples/sample_notebooks/evidently_test_presets.ipynb
@@ -18,7 +18,6 @@
     "try:\n",
     "    import evidently\n",
     "except:\n",
-    "    !npm install -g yarn\n",
     "    !pip install git+https://github.com/evidentlyai/evidently.git"
    ]
   },
@@ -332,7 +331,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.9.13"
+   "version": "3.11.0"
   }
  },
  "nbformat": 4,

diff --git a/examples/sample_notebooks/evidently_tests.ipynb b/examples/sample_notebooks/evidently_tests.ipynb
@@ -18,7 +18,6 @@
     "try:\n",
     "    import evidently\n",
     "except:\n",
-    "    !npm install -g yarn\n",
     "    !pip install git+https://github.com/evidentlyai/evidently.git"
    ]
   },
@@ -252,10 +251,20 @@
     "    TestCorrelationChanges(),\n",
     "])\n",
     "\n",
-    "data_quality_dataset_tests.run(reference_data=adult_ref, current_data=adult_cur)\n",
+    "data_quality_dataset_tests.run(reference_data=iris_ref, current_data=iris_cur)\n",
     "data_quality_dataset_tests"
    ]
   },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "1e270bbd",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "iris_cur.head()"
+   ]
+  },
   {
    "cell_type": "code",
    "execution_count": null,
@@ -322,7 +331,7 @@
    "source": [
     "#column-level tests\n",
     "data_drift_column_tests = TestSuite(tests=[\n",
-    "    TestColumnDrift(column_name='education-num')\n",
+    "    TestColumnDrift(column_name='education-num', stattest='psi', stattest_threshold=0.3)\n",
     "])\n",
     "\n",
     "data_drift_column_tests.run(reference_data=adult_ref, current_data=adult_cur)\n",
@@ -504,7 +513,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.8.13"
+   "version": "3.11.0"
   }
  },
  "nbformat": 4,

diff --git a/examples/sample_notebooks/getting_started_tutorial.ipynb b/examples/sample_notebooks/getting_started_tutorial.ipynb
diff --git a/src/evidently/_version.py b/src/evidently/_version.py
@@ -1,5 +1,5 @@
 #!/usr/bin/env python
 # coding: utf-8
 
-version_info = (0, 2, 4)
+version_info = (0, 2, 5)
 __version__ = ".".join(map(str, version_info))