"message, stats, outputs",
[
(
{
Level.INFO: [("summary", "very detailed message")]
},
[pd.Series([1, 2], name="Fields coverage")],
["<h4>test show</h4>", "summary", "very detailed message"],
),
(
{
Level.INFO: [("summary", )]
},
[
create_named_df({"s": [0.25]},
index=["us"],
name="Coverage for boolean fields")
],
["<h4>test show</h4>", "summary"],
),
],
)
def test_show(mocker, capsys, message, stats, outputs):
mock_pio_show = mocker.patch("plotly.io.show", autospec=True)
mocked_md = mocker.patch("arche.report.display_markdown", autospec=True)
res = create_result("test show", message, stats=stats)
res.show()
mock_pio_show.assert_called_once_with(res.figures[0])
mocked_md.assert_has_calls(mocker.call(o) for o in outputs)
{
"sex": ["male", "female", "male"],
"country": ["uk", "uk", "uk"],
"age": [26, 26, 26],
},
["sex", "country", "age"],
{
Level.WARNING: [
("The difference is greater than 20% for 1 value(s) of sex",),
("The difference is greater than 20% for 2 value(s) of country",),
]
},
[
create_named_df(
{"s": [0.25, 0.25, 0.5], "t": [0.000000, 0.333333, 0.666667]},
index=[np.nan, "female", "male"],
name="Coverage for sex",
),
pd.Series(
[0.250000, 0.166667],
index=[np.nan, "male"],
name="Coverage difference more than 10% for sex",
),
create_named_df(
{"s": [0.25, 0.75], "t": [0.0, 1.0]},
index=["us", "uk"],
name="Coverage for country",
),
pd.Series(
[0.25, 0.25],
index=["us", "uk"],
"f2": 100,
"f3": 150
},
"totals": {
"input_values": 100
}
},
{
Level.ERROR:
[("The difference is greater than 10% for 3 field(s)", )]
},
[
create_named_df(
{
"s": [0.0, 1.0, 1.5],
"t": [1.5, 0.0, 1.0]
},
index=["f3", "f1", "f2"],
name="Coverage from job stats fields counts",
),
pd.Series(
[0.5, 1.0, 1.5],
index=["f2", "f1", "f3"],
name="Coverage difference more than 5%",
),
],
),
(
{
"counts": {
"f1": 100,
"f2": 150