AutoAndroidController/py/venv/Lib/site-packages/pandas/tests/io/pytables/test_keys.py

import numpy as np
import pytest

from pandas import (
    DataFrame,
    HDFStore,
    Index,
    Series,
    date_range,
)
from pandas.tests.io.pytables.common import (
    ensure_clean_store,
    tables,
)

pytestmark = [pytest.mark.single_cpu]


def test_keys(setup_path):
    with ensure_clean_store(setup_path) as store:
        store["a"] = Series(
            np.arange(10, dtype=np.float64), index=date_range("2020-01-01", periods=10)
        )
        store["b"] = Series(
            range(10), dtype="float64", index=[f"i_{i}" for i in range(10)]
        )
        store["c"] = DataFrame(
            1.1 * np.arange(120).reshape((30, 4)),
            columns=Index(list("ABCD"), dtype=object),
            index=Index([f"i-{i}" for i in range(30)], dtype=object),
        )

        assert len(store) == 3
        expected = {"/a", "/b", "/c"}
        assert set(store.keys()) == expected
        assert set(store) == expected


def test_non_pandas_keys(tmp_path, setup_path):
    class Table1(tables.IsDescription):
        value1 = tables.Float32Col()

    class Table2(tables.IsDescription):
        value2 = tables.Float32Col()

    class Table3(tables.IsDescription):
        value3 = tables.Float32Col()

    path = tmp_path / setup_path
    with tables.open_file(path, mode="w") as h5file:
        group = h5file.create_group("/", "group")
        h5file.create_table(group, "table1", Table1, "Table 1")
        h5file.create_table(group, "table2", Table2, "Table 2")
        h5file.create_table(group, "table3", Table3, "Table 3")
    with HDFStore(path) as store:
        assert len(store.keys(include="native")) == 3
        expected = {"/group/table1", "/group/table2", "/group/table3"}
        assert set(store.keys(include="native")) == expected
        assert set(store.keys(include="pandas")) == set()
        for name in expected:
            df = store.get(name)
            assert len(df.columns) == 1


def test_keys_illegal_include_keyword_value(setup_path):
    with ensure_clean_store(setup_path) as store:
        with pytest.raises(
            ValueError,
            match="`include` should be either 'pandas' or 'native' but is 'illegal'",
        ):
            store.keys(include="illegal")


def test_keys_ignore_hdf_softlink(setup_path):
    # GH 20523
    # Puts a softlink into HDF file and rereads

    with ensure_clean_store(setup_path) as store:
        df = DataFrame({"A": range(5), "B": range(5)})
        store.put("df", df)

        assert store.keys() == ["/df"]

        store._handle.create_soft_link(store._handle.root, "symlink", "df")

        # Should ignore the softlink
        assert store.keys() == ["/df"]