Beta Shell v2.0

File Manager

~ /usr/local/python-3.11/lib/python3.11/site-packages/pandas/tests/internals

Name	Size	Perms	Modified	Actions
[ .. / .. ]
__init__.py	0 B	-rw-r--r--	2024-04-12 10:59:24	Edit Del
__pycache__	-	drwxr-xr-x	2024-04-12 10:59:30	Del
test_api.py	2.12 KB	-rw-r--r--	2024-04-12 10:59:24	Edit Del
test_internals.py	48.49 KB	-rw-r--r--	2024-04-12 10:59:24	Edit Del
test_managers.py	3.47 KB	-rw-r--r--	2024-04-12 10:59:24	Edit Del

Editing: test_managers.py (3.47 KB)

"""
Testing interaction between the different managers (BlockManager, ArrayManager)
"""
import os
import subprocess
import sys

import pytest

from pandas.core.dtypes.missing import array_equivalent

import pandas as pd
import pandas._testing as tm
from pandas.core.internals import (
    ArrayManager,
    BlockManager,
    SingleArrayManager,
    SingleBlockManager,
)


def test_dataframe_creation():
    msg = "data_manager option is deprecated"
    with tm.assert_produces_warning(FutureWarning, match=msg):
        with pd.option_context("mode.data_manager", "block"):
            df_block = pd.DataFrame(
                {"a": [1, 2, 3], "b": [0.1, 0.2, 0.3], "c": [4, 5, 6]}
            )
    assert isinstance(df_block._mgr, BlockManager)

    with tm.assert_produces_warning(FutureWarning, match=msg):
        with pd.option_context("mode.data_manager", "array"):
            df_array = pd.DataFrame(
                {"a": [1, 2, 3], "b": [0.1, 0.2, 0.3], "c": [4, 5, 6]}
            )
    assert isinstance(df_array._mgr, ArrayManager)

    # also ensure both are seen as equal
    tm.assert_frame_equal(df_block, df_array)

    # conversion from one manager to the other
    result = df_block._as_manager("block")
    assert isinstance(result._mgr, BlockManager)
    result = df_block._as_manager("array")
    assert isinstance(result._mgr, ArrayManager)
    tm.assert_frame_equal(result, df_block)
    assert all(
        array_equivalent(left, right)
        for left, right in zip(result._mgr.arrays, df_array._mgr.arrays)
    )

    result = df_array._as_manager("array")
    assert isinstance(result._mgr, ArrayManager)
    result = df_array._as_manager("block")
    assert isinstance(result._mgr, BlockManager)
    tm.assert_frame_equal(result, df_array)
    assert len(result._mgr.blocks) == 2


def test_series_creation():
    msg = "data_manager option is deprecated"
    with tm.assert_produces_warning(FutureWarning, match=msg):
        with pd.option_context("mode.data_manager", "block"):
            s_block = pd.Series([1, 2, 3], name="A", index=["a", "b", "c"])
    assert isinstance(s_block._mgr, SingleBlockManager)

    with tm.assert_produces_warning(FutureWarning, match=msg):
        with pd.option_context("mode.data_manager", "array"):
            s_array = pd.Series([1, 2, 3], name="A", index=["a", "b", "c"])
    assert isinstance(s_array._mgr, SingleArrayManager)

    # also ensure both are seen as equal
    tm.assert_series_equal(s_block, s_array)

    # conversion from one manager to the other
    result = s_block._as_manager("block")
    assert isinstance(result._mgr, SingleBlockManager)
    result = s_block._as_manager("array")
    assert isinstance(result._mgr, SingleArrayManager)
    tm.assert_series_equal(result, s_block)

    result = s_array._as_manager("array")
    assert isinstance(result._mgr, SingleArrayManager)
    result = s_array._as_manager("block")
    assert isinstance(result._mgr, SingleBlockManager)
    tm.assert_series_equal(result, s_array)


@pytest.mark.single_cpu
@pytest.mark.parametrize("manager", ["block", "array"])
def test_array_manager_depr_env_var(manager):
    # GH#55043
    test_env = os.environ.copy()
    test_env["PANDAS_DATA_MANAGER"] = manager
    response = subprocess.run(
        [sys.executable, "-c", "import pandas"],
        capture_output=True,
        env=test_env,
        check=True,
    )
    msg = "FutureWarning: The env variable PANDAS_DATA_MANAGER is set"
    stderr_msg = response.stderr.decode("utf-8")
    assert msg in stderr_msg, stderr_msg