Vehicle-cpp/hkpc/software/pandas/tests/indexes/ranges/test_join.py

import numpy as np

from pandas.core.dtypes.common import is_int64_dtype

from pandas import (
    Index,
    RangeIndex,
)
import pandas._testing as tm


class TestJoin:
    def test_join_outer(self):
        # join with Index[int64]
        index = RangeIndex(start=0, stop=20, step=2)
        other = Index(np.arange(25, 14, -1, dtype=np.int64))

        res, lidx, ridx = index.join(other, how="outer", return_indexers=True)
        noidx_res = index.join(other, how="outer")
        tm.assert_index_equal(res, noidx_res)

        eres = Index(
            [0, 2, 4, 6, 8, 10, 12, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25]
        )
        elidx = np.array(
            [0, 1, 2, 3, 4, 5, 6, 7, -1, 8, -1, 9, -1, -1, -1, -1, -1, -1, -1],
            dtype=np.intp,
        )
        eridx = np.array(
            [-1, -1, -1, -1, -1, -1, -1, -1, 10, 9, 8, 7, 6, 5, 4, 3, 2, 1, 0],
            dtype=np.intp,
        )

        assert isinstance(res, Index) and is_int64_dtype(res.dtype)
        assert not isinstance(res, RangeIndex)
        tm.assert_index_equal(res, eres, exact=True)
        tm.assert_numpy_array_equal(lidx, elidx)
        tm.assert_numpy_array_equal(ridx, eridx)

        # join with RangeIndex
        other = RangeIndex(25, 14, -1)

        res, lidx, ridx = index.join(other, how="outer", return_indexers=True)
        noidx_res = index.join(other, how="outer")
        tm.assert_index_equal(res, noidx_res)

        assert isinstance(res, Index) and res.dtype == np.int64
        assert not isinstance(res, RangeIndex)
        tm.assert_index_equal(res, eres)
        tm.assert_numpy_array_equal(lidx, elidx)
        tm.assert_numpy_array_equal(ridx, eridx)

    def test_join_inner(self):
        # Join with non-RangeIndex
        index = RangeIndex(start=0, stop=20, step=2)
        other = Index(np.arange(25, 14, -1, dtype=np.int64))

        res, lidx, ridx = index.join(other, how="inner", return_indexers=True)

        # no guarantee of sortedness, so sort for comparison purposes
        ind = res.argsort()
        res = res.take(ind)
        lidx = lidx.take(ind)
        ridx = ridx.take(ind)

        eres = Index([16, 18])
        elidx = np.array([8, 9], dtype=np.intp)
        eridx = np.array([9, 7], dtype=np.intp)

        assert isinstance(res, Index) and res.dtype == np.int64
        tm.assert_index_equal(res, eres)
        tm.assert_numpy_array_equal(lidx, elidx)
        tm.assert_numpy_array_equal(ridx, eridx)

        # Join two RangeIndex
        other = RangeIndex(25, 14, -1)

        res, lidx, ridx = index.join(other, how="inner", return_indexers=True)

        assert isinstance(res, RangeIndex)
        tm.assert_index_equal(res, eres, exact="equiv")
        tm.assert_numpy_array_equal(lidx, elidx)
        tm.assert_numpy_array_equal(ridx, eridx)

    def test_join_left(self):
        # Join with Index[int64]
        index = RangeIndex(start=0, stop=20, step=2)
        other = Index(np.arange(25, 14, -1, dtype=np.int64))

        res, lidx, ridx = index.join(other, how="left", return_indexers=True)
        eres = index
        eridx = np.array([-1, -1, -1, -1, -1, -1, -1, -1, 9, 7], dtype=np.intp)

        assert isinstance(res, RangeIndex)
        tm.assert_index_equal(res, eres)
        assert lidx is None
        tm.assert_numpy_array_equal(ridx, eridx)

        # Join withRangeIndex
        other = Index(np.arange(25, 14, -1, dtype=np.int64))

        res, lidx, ridx = index.join(other, how="left", return_indexers=True)

        assert isinstance(res, RangeIndex)
        tm.assert_index_equal(res, eres)
        assert lidx is None
        tm.assert_numpy_array_equal(ridx, eridx)

    def test_join_right(self):
        # Join with Index[int64]
        index = RangeIndex(start=0, stop=20, step=2)
        other = Index(np.arange(25, 14, -1, dtype=np.int64))

        res, lidx, ridx = index.join(other, how="right", return_indexers=True)
        eres = other
        elidx = np.array([-1, -1, -1, -1, -1, -1, -1, 9, -1, 8, -1], dtype=np.intp)

        assert isinstance(other, Index) and other.dtype == np.int64
        tm.assert_index_equal(res, eres)
        tm.assert_numpy_array_equal(lidx, elidx)
        assert ridx is None

        # Join withRangeIndex
        other = RangeIndex(25, 14, -1)

        res, lidx, ridx = index.join(other, how="right", return_indexers=True)
        eres = other

        assert isinstance(other, RangeIndex)
        tm.assert_index_equal(res, eres)
        tm.assert_numpy_array_equal(lidx, elidx)
        assert ridx is None

    def test_join_non_int_index(self):
        index = RangeIndex(start=0, stop=20, step=2)
        other = Index([3, 6, 7, 8, 10], dtype=object)

        outer = index.join(other, how="outer")
        outer2 = other.join(index, how="outer")
        expected = Index([0, 2, 3, 4, 6, 7, 8, 10, 12, 14, 16, 18])
        tm.assert_index_equal(outer, outer2)
        tm.assert_index_equal(outer, expected)

        inner = index.join(other, how="inner")
        inner2 = other.join(index, how="inner")
        expected = Index([6, 8, 10])
        tm.assert_index_equal(inner, inner2)
        tm.assert_index_equal(inner, expected)

        left = index.join(other, how="left")
        tm.assert_index_equal(left, index.astype(object))

        left2 = other.join(index, how="left")
        tm.assert_index_equal(left2, other)

        right = index.join(other, how="right")
        tm.assert_index_equal(right, other)

        right2 = other.join(index, how="right")
        tm.assert_index_equal(right2, index.astype(object))

    def test_join_non_unique(self):
        index = RangeIndex(start=0, stop=20, step=2)
        other = Index([4, 4, 3, 3])

        res, lidx, ridx = index.join(other, return_indexers=True)

        eres = Index([0, 2, 4, 4, 6, 8, 10, 12, 14, 16, 18])
        elidx = np.array([0, 1, 2, 2, 3, 4, 5, 6, 7, 8, 9], dtype=np.intp)
        eridx = np.array([-1, -1, 0, 1, -1, -1, -1, -1, -1, -1, -1], dtype=np.intp)

        tm.assert_index_equal(res, eres)
        tm.assert_numpy_array_equal(lidx, elidx)
        tm.assert_numpy_array_equal(ridx, eridx)

    def test_join_self(self, join_type):
        index = RangeIndex(start=0, stop=20, step=2)
        joined = index.join(index, how=join_type)
        assert index is joined