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- import sys
- import types
- import pytest
- import pandas.util._test_decorators as td
- import pandas
- @pytest.fixture
- def dummy_backend():
- db = types.ModuleType("pandas_dummy_backend")
- setattr(db, "plot", lambda *args, **kwargs: "used_dummy")
- return db
- @pytest.fixture
- def restore_backend():
- """Restore the plotting backend to matplotlib"""
- with pandas.option_context("plotting.backend", "matplotlib"):
- yield
- def test_backend_is_not_module():
- msg = "Could not find plotting backend 'not_an_existing_module'."
- with pytest.raises(ValueError, match=msg):
- pandas.set_option("plotting.backend", "not_an_existing_module")
- assert pandas.options.plotting.backend == "matplotlib"
- def test_backend_is_correct(monkeypatch, restore_backend, dummy_backend):
- monkeypatch.setitem(sys.modules, "pandas_dummy_backend", dummy_backend)
- pandas.set_option("plotting.backend", "pandas_dummy_backend")
- assert pandas.get_option("plotting.backend") == "pandas_dummy_backend"
- assert (
- pandas.plotting._core._get_plot_backend("pandas_dummy_backend") is dummy_backend
- )
- def test_backend_can_be_set_in_plot_call(monkeypatch, restore_backend, dummy_backend):
- monkeypatch.setitem(sys.modules, "pandas_dummy_backend", dummy_backend)
- df = pandas.DataFrame([1, 2, 3])
- assert pandas.get_option("plotting.backend") == "matplotlib"
- assert df.plot(backend="pandas_dummy_backend") == "used_dummy"
- def test_register_entrypoint(restore_backend, tmp_path, monkeypatch, dummy_backend):
- monkeypatch.syspath_prepend(tmp_path)
- monkeypatch.setitem(sys.modules, "pandas_dummy_backend", dummy_backend)
- dist_info = tmp_path / "my_backend-0.0.0.dist-info"
- dist_info.mkdir()
- # entry_point name should not match module name - otherwise pandas will
- # fall back to backend lookup by module name
- (dist_info / "entry_points.txt").write_bytes(
- b"[pandas_plotting_backends]\nmy_ep_backend = pandas_dummy_backend\n"
- )
- assert pandas.plotting._core._get_plot_backend("my_ep_backend") is dummy_backend
- with pandas.option_context("plotting.backend", "my_ep_backend"):
- assert pandas.plotting._core._get_plot_backend() is dummy_backend
- def test_setting_backend_without_plot_raises(monkeypatch):
- # GH-28163
- module = types.ModuleType("pandas_plot_backend")
- monkeypatch.setitem(sys.modules, "pandas_plot_backend", module)
- assert pandas.options.plotting.backend == "matplotlib"
- with pytest.raises(
- ValueError, match="Could not find plotting backend 'pandas_plot_backend'."
- ):
- pandas.set_option("plotting.backend", "pandas_plot_backend")
- assert pandas.options.plotting.backend == "matplotlib"
- @td.skip_if_installed("matplotlib")
- def test_no_matplotlib_ok():
- msg = (
- 'matplotlib is required for plotting when the default backend "matplotlib" is '
- "selected."
- )
- with pytest.raises(ImportError, match=msg):
- pandas.plotting._core._get_plot_backend("matplotlib")
- def test_extra_kinds_ok(monkeypatch, restore_backend, dummy_backend):
- # https://github.com/pandas-dev/pandas/pull/28647
- monkeypatch.setitem(sys.modules, "pandas_dummy_backend", dummy_backend)
- pandas.set_option("plotting.backend", "pandas_dummy_backend")
- df = pandas.DataFrame({"A": [1, 2, 3]})
- df.plot(kind="not a real kind")
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