Updated script that can be controled by Nodejs web app

lib/python3.13/site-packages/pandas/tests/indexing/conftest.py

@@ -0,0 +1,127 @@
+import numpy as np
+import pytest
+
+from pandas import (
+    DataFrame,
+    Index,
+    MultiIndex,
+    Series,
+    date_range,
+)
+
+
+@pytest.fixture
+def series_ints():
+    return Series(np.random.default_rng(2).random(4), index=np.arange(0, 8, 2))
+
+
+@pytest.fixture
+def frame_ints():
+    return DataFrame(
+        np.random.default_rng(2).standard_normal((4, 4)),
+        index=np.arange(0, 8, 2),
+        columns=np.arange(0, 12, 3),
+    )
+
+
+@pytest.fixture
+def series_uints():
+    return Series(
+        np.random.default_rng(2).random(4),
+        index=Index(np.arange(0, 8, 2, dtype=np.uint64)),
+    )
+
+
+@pytest.fixture
+def frame_uints():
+    return DataFrame(
+        np.random.default_rng(2).standard_normal((4, 4)),
+        index=Index(range(0, 8, 2), dtype=np.uint64),
+        columns=Index(range(0, 12, 3), dtype=np.uint64),
+    )
+
+
+@pytest.fixture
+def series_labels():
+    return Series(np.random.default_rng(2).standard_normal(4), index=list("abcd"))
+
+
+@pytest.fixture
+def frame_labels():
+    return DataFrame(
+        np.random.default_rng(2).standard_normal((4, 4)),
+        index=list("abcd"),
+        columns=list("ABCD"),
+    )
+
+
+@pytest.fixture
+def series_ts():
+    return Series(
+        np.random.default_rng(2).standard_normal(4),
+        index=date_range("20130101", periods=4),
+    )
+
+
+@pytest.fixture
+def frame_ts():
+    return DataFrame(
+        np.random.default_rng(2).standard_normal((4, 4)),
+        index=date_range("20130101", periods=4),
+    )
+
+
+@pytest.fixture
+def series_floats():
+    return Series(
+        np.random.default_rng(2).random(4),
+        index=Index(range(0, 8, 2), dtype=np.float64),
+    )
+
+
+@pytest.fixture
+def frame_floats():
+    return DataFrame(
+        np.random.default_rng(2).standard_normal((4, 4)),
+        index=Index(range(0, 8, 2), dtype=np.float64),
+        columns=Index(range(0, 12, 3), dtype=np.float64),
+    )
+
+
+@pytest.fixture
+def series_mixed():
+    return Series(np.random.default_rng(2).standard_normal(4), index=[2, 4, "null", 8])
+
+
+@pytest.fixture
+def frame_mixed():
+    return DataFrame(
+        np.random.default_rng(2).standard_normal((4, 4)), index=[2, 4, "null", 8]
+    )
+
+
+@pytest.fixture
+def frame_empty():
+    return DataFrame()
+
+
+@pytest.fixture
+def series_empty():
+    return Series(dtype=object)
+
+
+@pytest.fixture
+def frame_multi():
+    return DataFrame(
+        np.random.default_rng(2).standard_normal((4, 4)),
+        index=MultiIndex.from_product([[1, 2], [3, 4]]),
+        columns=MultiIndex.from_product([[5, 6], [7, 8]]),
+    )
+
+
+@pytest.fixture
+def series_multi():
+    return Series(
+        np.random.default_rng(2).random(4),
+        index=MultiIndex.from_product([[1, 2], [3, 4]]),
+    )