test(eda): add dataset test for report

dataprep/tests/eda/test_create_report.py

@@ -6,6 +6,7 @@
 import pandas as pd
 import pytest
 from ...eda import create_report
+from ...datasets import load_dataset
 
 LOGGER = logging.getLogger(__name__)
 
@@ -83,3 +84,14 @@ def test_report_single_column(simpledf: pd.DataFrame) -> None:
 
         matplotlib.use("PS")
     create_report(simpledf[["a"]], mode="basic")
+
+
+def test_dataset() -> None:
+    dataset_names = ["titanic", "iris"]
+    # dataset_names = get_dataset_names()
+    for dataset in dataset_names:
+        print(f"testing dataset:{dataset}")
+        df = load_dataset(dataset)
+        # popu_size = df.shape[0]
+        # df = df.sample(n=min(popu_size, 1000), random_state=0)
+        create_report(df)