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# Licensed under a 3-clause BSD style license - see LICENSE.rst
# TEST_UNICODE_LITERALS
import numpy as np
from ... import units as u
from .. import Longitude, Latitude, EarthLocation, SkyCoord
# test on frame with most complicated frame attributes.
from ..builtin_frames import ICRS, AltAz, GCRS
from ...time import Time
from ...utils.compat.numpycompat import NUMPY_LT_1_9
class TestManipulation():
"""Manipulation of Frame shapes.
Checking that attributes are manipulated correctly.
Even more exhaustive tests are done in time.tests.test_methods
"""
def setup(self):
lon = Longitude(np.arange(0, 24, 4), u.hourangle)
lat = Latitude(np.arange(-90, 91, 30), u.deg)
# With same-sized arrays, no attributes
self.s0 = ICRS(lon[:, np.newaxis] * np.ones(lat.shape),
lat * np.ones(lon.shape)[:, np.newaxis])
# Make an AltAz frame since that has many types of attributes.
# Match one axis with times.
self.obstime = (Time('2012-01-01') +
np.arange(len(lon))[:, np.newaxis] * u.s)
# And another with location.
self.location = EarthLocation(20.*u.deg, lat, 100*u.m)
# Ensure we have a quantity scalar.
self.pressure = 1000 * u.hPa
# As well as an array.
self.temperature = np.random.uniform(
0., 20., size=(lon.size, lat.size)) * u.deg_C
self.s1 = AltAz(az=lon[:, np.newaxis], alt=lat,
obstime=self.obstime,
location=self.location,
pressure=self.pressure,
temperature=self.temperature)
# For some tests, also try a GCRS, since that has representation
# attributes. We match the second dimension (via the location)
self.obsgeoloc, self.obsgeovel = self.location.get_gcrs_posvel(
self.obstime[0, 0])
self.s2 = GCRS(ra=lon[:, np.newaxis], dec=lat,
obstime=self.obstime,
obsgeoloc=self.obsgeoloc,
obsgeovel=self.obsgeovel)
# For completeness, also some tests on an empty frame.
self.s3 = GCRS(obstime=self.obstime,
obsgeoloc=self.obsgeoloc,
obsgeovel=self.obsgeovel)
# And make a SkyCoord
self.sc = SkyCoord(ra=lon[:, np.newaxis], dec=lat, frame=self.s3)
def test_ravel(self):
s0_ravel = self.s0.ravel()
assert s0_ravel.shape == (self.s0.size,)
assert np.all(s0_ravel.data.lon == self.s0.data.lon.ravel())
assert np.may_share_memory(s0_ravel.data.lon, self.s0.data.lon)
assert np.may_share_memory(s0_ravel.data.lat, self.s0.data.lat)
# Since s1 lon, lat were broadcast, ravel needs to make a copy.
s1_ravel = self.s1.ravel()
assert s1_ravel.shape == (self.s1.size,)
assert np.all(s1_ravel.data.lon == self.s1.data.lon.ravel())
assert not np.may_share_memory(s1_ravel.data.lat, self.s1.data.lat)
assert np.all(s1_ravel.obstime == self.s1.obstime.ravel())
assert not np.may_share_memory(s1_ravel.obstime.jd1,
self.s1.obstime.jd1)
assert np.all(s1_ravel.location == self.s1.location.ravel())
assert not np.may_share_memory(s1_ravel.location, self.s1.location)
assert np.all(s1_ravel.temperature == self.s1.temperature.ravel())
assert np.may_share_memory(s1_ravel.temperature, self.s1.temperature)
assert s1_ravel.pressure == self.s1.pressure
s2_ravel = self.s2.ravel()
assert s2_ravel.shape == (self.s2.size,)
assert np.all(s2_ravel.data.lon == self.s2.data.lon.ravel())
assert not np.may_share_memory(s2_ravel.data.lat, self.s2.data.lat)
assert np.all(s2_ravel.obstime == self.s2.obstime.ravel())
assert not np.may_share_memory(s2_ravel.obstime.jd1,
self.s2.obstime.jd1)
# CartesianRepresentation do not allow direct comparisons, as this is
# too tricky to get right in the face of rounding issues. Here, though,
# it cannot be an issue, so we compare the xyz quantities.
assert np.all(s2_ravel.obsgeoloc.xyz == self.s2.obsgeoloc.ravel().xyz)
assert not np.may_share_memory(s2_ravel.obsgeoloc.x,
self.s2.obsgeoloc.x)
s3_ravel = self.s3.ravel()
assert s3_ravel.shape == (42,) # cannot use .size on frame w/o data.
assert np.all(s3_ravel.obstime == self.s3.obstime.ravel())
assert not np.may_share_memory(s3_ravel.obstime.jd1,
self.s3.obstime.jd1)
assert np.all(s3_ravel.obsgeoloc.xyz == self.s3.obsgeoloc.ravel().xyz)
assert not np.may_share_memory(s3_ravel.obsgeoloc.x,
self.s3.obsgeoloc.x)
sc_ravel = self.sc.ravel()
assert sc_ravel.shape == (self.sc.size,)
assert np.all(sc_ravel.data.lon == self.sc.data.lon.ravel())
assert not np.may_share_memory(sc_ravel.data.lat, self.sc.data.lat)
assert np.all(sc_ravel.obstime == self.sc.obstime.ravel())
assert not np.may_share_memory(sc_ravel.obstime.jd1,
self.sc.obstime.jd1)
assert np.all(sc_ravel.obsgeoloc.xyz == self.sc.obsgeoloc.ravel().xyz)
assert not np.may_share_memory(sc_ravel.obsgeoloc.x,
self.sc.obsgeoloc.x)
def test_flatten(self):
s0_flatten = self.s0.flatten()
assert s0_flatten.shape == (self.s0.size,)
assert np.all(s0_flatten.data.lon == self.s0.data.lon.flatten())
# Flatten always copies.
assert not np.may_share_memory(s0_flatten.data.lat, self.s0.data.lat)
s1_flatten = self.s1.flatten()
assert s1_flatten.shape == (self.s1.size,)
assert np.all(s1_flatten.data.lat == self.s1.data.lat.flatten())
assert not np.may_share_memory(s1_flatten.data.lon, self.s1.data.lat)
assert np.all(s1_flatten.obstime == self.s1.obstime.flatten())
assert not np.may_share_memory(s1_flatten.obstime.jd1,
self.s1.obstime.jd1)
assert np.all(s1_flatten.location == self.s1.location.flatten())
assert not np.may_share_memory(s1_flatten.location, self.s1.location)
assert np.all(s1_flatten.temperature == self.s1.temperature.flatten())
assert not np.may_share_memory(s1_flatten.temperature,
self.s1.temperature)
assert s1_flatten.pressure == self.s1.pressure
def test_transpose(self):
s0_transpose = self.s0.transpose()
assert s0_transpose.shape == (7, 6)
assert np.all(s0_transpose.data.lon == self.s0.data.lon.transpose())
assert np.may_share_memory(s0_transpose.data.lat, self.s0.data.lat)
s1_transpose = self.s1.transpose()
assert s1_transpose.shape == (7, 6)
assert np.all(s1_transpose.data.lat == self.s1.data.lat.transpose())
assert np.may_share_memory(s1_transpose.data.lon, self.s1.data.lon)
assert np.all(s1_transpose.obstime == self.s1.obstime.transpose())
assert np.may_share_memory(s1_transpose.obstime.jd1,
self.s1.obstime.jd1)
assert np.all(s1_transpose.location == self.s1.location.transpose())
assert np.may_share_memory(s1_transpose.location, self.s1.location)
assert np.all(s1_transpose.temperature ==
self.s1.temperature.transpose())
assert np.may_share_memory(s1_transpose.temperature,
self.s1.temperature)
assert s1_transpose.pressure == self.s1.pressure
# Only one check on T, since it just calls transpose anyway.
s1_T = self.s1.T
assert s1_T.shape == (7, 6)
assert np.all(s1_T.temperature == self.s1.temperature.T)
assert np.may_share_memory(s1_T.location, self.s1.location)
def test_diagonal(self):
s0_diagonal = self.s0.diagonal()
assert s0_diagonal.shape == (6,)
assert np.all(s0_diagonal.data.lat == self.s0.data.lat.diagonal())
if not NUMPY_LT_1_9:
assert np.may_share_memory(s0_diagonal.data.lat, self.s0.data.lat)
def test_swapaxes(self):
s1_swapaxes = self.s1.swapaxes(0, 1)
assert s1_swapaxes.shape == (7, 6)
assert np.all(s1_swapaxes.data.lat == self.s1.data.lat.swapaxes(0, 1))
assert np.may_share_memory(s1_swapaxes.data.lat, self.s1.data.lat)
assert np.all(s1_swapaxes.obstime == self.s1.obstime.swapaxes(0, 1))
assert np.may_share_memory(s1_swapaxes.obstime.jd1,
self.s1.obstime.jd1)
assert np.all(s1_swapaxes.location == self.s1.location.swapaxes(0, 1))
assert s1_swapaxes.location.shape == (7, 6)
assert np.may_share_memory(s1_swapaxes.location, self.s1.location)
assert np.all(s1_swapaxes.temperature ==
self.s1.temperature.swapaxes(0, 1))
assert np.may_share_memory(s1_swapaxes.temperature,
self.s1.temperature)
assert s1_swapaxes.pressure == self.s1.pressure
def test_reshape(self):
s0_reshape = self.s0.reshape(2, 3, 7)
assert s0_reshape.shape == (2, 3, 7)
assert np.all(s0_reshape.data.lon == self.s0.data.lon.reshape(2, 3, 7))
assert np.all(s0_reshape.data.lat == self.s0.data.lat.reshape(2, 3, 7))
assert np.may_share_memory(s0_reshape.data.lon, self.s0.data.lon)
assert np.may_share_memory(s0_reshape.data.lat, self.s0.data.lat)
s1_reshape = self.s1.reshape(3, 2, 7)
assert s1_reshape.shape == (3, 2, 7)
assert np.all(s1_reshape.data.lat == self.s1.data.lat.reshape(3, 2, 7))
assert np.may_share_memory(s1_reshape.data.lat, self.s1.data.lat)
assert np.all(s1_reshape.obstime == self.s1.obstime.reshape(3, 2, 7))
assert np.may_share_memory(s1_reshape.obstime.jd1,
self.s1.obstime.jd1)
assert np.all(s1_reshape.location == self.s1.location.reshape(3, 2, 7))
assert np.may_share_memory(s1_reshape.location, self.s1.location)
assert np.all(s1_reshape.temperature ==
self.s1.temperature.reshape(3, 2, 7))
assert np.may_share_memory(s1_reshape.temperature,
self.s1.temperature)
assert s1_reshape.pressure == self.s1.pressure
# For reshape(3, 14), copying is necessary for lon, lat, location, time
s1_reshape2 = self.s1.reshape(3, 14)
assert s1_reshape2.shape == (3, 14)
assert np.all(s1_reshape2.data.lon == self.s1.data.lon.reshape(3, 14))
assert not np.may_share_memory(s1_reshape2.data.lon, self.s1.data.lon)
assert np.all(s1_reshape2.obstime == self.s1.obstime.reshape(3, 14))
assert not np.may_share_memory(s1_reshape2.obstime.jd1,
self.s1.obstime.jd1)
assert np.all(s1_reshape2.location == self.s1.location.reshape(3, 14))
assert not np.may_share_memory(s1_reshape2.location, self.s1.location)
assert np.all(s1_reshape2.temperature ==
self.s1.temperature.reshape(3, 14))
assert np.may_share_memory(s1_reshape2.temperature,
self.s1.temperature)
assert s1_reshape2.pressure == self.s1.pressure
s2_reshape = self.s2.reshape(3, 2, 7)
assert s2_reshape.shape == (3, 2, 7)
assert np.all(s2_reshape.data.lon == self.s2.data.lon.reshape(3, 2, 7))
assert np.may_share_memory(s2_reshape.data.lat, self.s2.data.lat)
assert np.all(s2_reshape.obstime == self.s2.obstime.reshape(3, 2, 7))
assert np.may_share_memory(s2_reshape.obstime.jd1, self.s2.obstime.jd1)
assert np.all(s2_reshape.obsgeoloc.xyz ==
self.s2.obsgeoloc.reshape(3, 2, 7).xyz)
assert np.may_share_memory(s2_reshape.obsgeoloc.x, self.s2.obsgeoloc.x)
s3_reshape = self.s3.reshape(3, 2, 7)
assert s3_reshape.shape == (3, 2, 7)
assert np.all(s3_reshape.obstime == self.s3.obstime.reshape(3, 2, 7))
assert np.may_share_memory(s3_reshape.obstime.jd1, self.s3.obstime.jd1)
assert np.all(s3_reshape.obsgeoloc.xyz ==
self.s3.obsgeoloc.reshape(3, 2, 7).xyz)
assert np.may_share_memory(s3_reshape.obsgeoloc.x, self.s3.obsgeoloc.x)
sc_reshape = self.sc.reshape(3, 2, 7)
assert sc_reshape.shape == (3, 2, 7)
assert np.all(sc_reshape.data.lon == self.sc.data.lon.reshape(3, 2, 7))
assert np.may_share_memory(sc_reshape.data.lat, self.sc.data.lat)
assert np.all(sc_reshape.obstime == self.sc.obstime.reshape(3, 2, 7))
assert np.may_share_memory(sc_reshape.obstime.jd1, self.sc.obstime.jd1)
assert np.all(sc_reshape.obsgeoloc.xyz ==
self.sc.obsgeoloc.reshape(3, 2, 7).xyz)
assert np.may_share_memory(sc_reshape.obsgeoloc.x, self.sc.obsgeoloc.x)
# For reshape(3, 14), the arrays all need to be copied.
sc_reshape2 = self.sc.reshape(3, 14)
assert sc_reshape2.shape == (3, 14)
assert np.all(sc_reshape2.data.lon == self.sc.data.lon.reshape(3, 14))
assert not np.may_share_memory(sc_reshape2.data.lat,
self.sc.data.lat)
assert np.all(sc_reshape2.obstime == self.sc.obstime.reshape(3, 14))
assert not np.may_share_memory(sc_reshape2.obstime.jd1,
self.sc.obstime.jd1)
assert np.all(sc_reshape2.obsgeoloc.xyz ==
self.sc.obsgeoloc.reshape(3, 14).xyz)
assert not np.may_share_memory(sc_reshape2.obsgeoloc.x,
self.sc.obsgeoloc.x)
def test_squeeze(self):
s0_squeeze = self.s0.reshape(3, 1, 2, 1, 7).squeeze()
assert s0_squeeze.shape == (3, 2, 7)
assert np.all(s0_squeeze.data.lat == self.s0.data.lat.reshape(3, 2, 7))
assert np.may_share_memory(s0_squeeze.data.lat, self.s0.data.lat)
def test_add_dimension(self):
s0_adddim = self.s0[:, np.newaxis, :]
assert s0_adddim.shape == (6, 1, 7)
assert np.all(s0_adddim.data.lon == self.s0.data.lon[:, np.newaxis, :])
assert np.may_share_memory(s0_adddim.data.lat, self.s0.data.lat)
def test_take(self):
s0_take = self.s0.take((5, 2))
assert s0_take.shape == (2,)
assert np.all(s0_take.data.lon == self.s0.data.lon.take((5, 2)))
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