def test_unmoving_at_reference_location_column_names(
get_column_names_from_run):
assert get_column_names_from_run(
UnmovingAtReferenceLocation(
locations=UniqueLocations(
SubscriberLocations(
"2016-01-01",
"2016-01-01 10:00",
spatial_unit=make_spatial_unit("admin", level=3),
)),
reference_locations=LastLocation("2016-01-01", "2016-01-02"),
)) == ["subscriber", "value"]
def test_unmoving_at_reference_location_values(get_dataframe):
df = get_dataframe(
UnmovingAtReferenceLocation(
locations=UniqueLocations(
SubscriberLocations(
"2016-01-01",
"2016-01-01 10:00",
spatial_unit=make_spatial_unit("admin", level=3),
)),
reference_locations=LastLocation("2016-01-01", "2016-01-02"),
)).set_index("subscriber")
assert not df.loc["038OVABN11Ak4W5P"].value
assert df.loc["3XKdxqvyNxO2vLD1"].value
def test_spatial_unit_mismatch_error():
with pytest.raises(ValueError, match="Spatial unit mismatch"):
UnmovingAtReferenceLocation(
locations=UniqueLocations(
SubscriberLocations(
"2016-01-01",
"2016-01-01 10:00",
spatial_unit=make_spatial_unit("admin", level=2),
)),
reference_locations=LastLocation(
"2016-01-01",
"2016-01-02",
spatial_unit=make_spatial_unit("admin", level=3),
),
)
def _flowmachine_query_obj(self):
"""
Return the underlying flowmachine object.
Returns
-------
Query
"""
return RedactedUnmovingAtReferenceLocationCounts(
unmoving_at_reference_location_counts=
UnmovingAtReferenceLocationCounts(
UnmovingAtReferenceLocation(
locations=self.locations._flowmachine_query_obj,
reference_locations=self.reference_locations.
_flowmachine_query_obj,
)))
def test_unmoving_at_reference_location_counts_values(get_dataframe):
df = get_dataframe(
UnmovingAtReferenceLocationCounts(
UnmovingAtReferenceLocation(
locations=UniqueLocations(
SubscriberLocations(
"2016-01-01",
"2016-01-01 10:00",
spatial_unit=make_spatial_unit("admin", level=1),
)),
reference_locations=LastLocation(
"2016-01-01",
"2016-01-02",
spatial_unit=make_spatial_unit("admin", level=1),
),
))).set_index("pcod")
assert df.loc["524 1"].value == 2
assert df.loc["524 4"].value == 26
def test_unmoving_at_reference_location_counts_column_names(
get_column_names_from_run):
assert (get_column_names_from_run(
RedactedUnmovingAtReferenceLocationCounts(
unmoving_at_reference_location_counts=
UnmovingAtReferenceLocationCounts(
UnmovingAtReferenceLocation(
locations=UniqueLocations(
SubscriberLocations(
"2016-01-01",
"2016-01-01 10:00",
spatial_unit=make_spatial_unit("admin", level=1),
)),
reference_locations=LastLocation(
"2016-01-01",
"2016-01-02",
spatial_unit=make_spatial_unit("admin", level=1),
),
)))) == ["pcod", "value"])
def __init__(self,
unmoving_at_reference_location: UnmovingAtReferenceLocation):
self.unmoving_subscribers = unmoving_at_reference_location.subset(
"value", True)
self.spatial_unit = unmoving_at_reference_location.spatial_unit
super().__init__()