def test_flat(self): unknowns_dict = OrderedDict() unknowns_dict['C1.y1'] = { 'shape': (3, 2), 'size': 6, 'val': np.ones((3, 2)) } unknowns_dict['C1.y2'] = {'shape': 1, 'size': 1, 'val': 2.0} unknowns_dict['C1.y3'] = {'size': 0, 'val': "foo", 'pass_by_obj': True} unknowns_dict['C2.y4'] = { 'shape': (2, 1), 'size': 2, 'val': np.zeros((2, 1)), } unknowns_dict['C2.s1'] = { 'shape': 1, 'size': 1, 'val': -1.0, 'state': True, } sd = _SysData('') for u, meta in unknowns_dict.items(): meta['pathname'] = u meta['top_promoted_name'] = u sd.to_prom_name[u] = u u = SrcVecWrapper(sd) u.setup(unknowns_dict, store_byobjs=True) self.assertTrue((np.array(u._dat['C1.y1'].val) == np.array( [1., 1., 1., 1., 1., 1.])).all()) self.assertTrue( (np.array(u._dat['C1.y2'].val) == np.array([2.])).all())
def test_view(self): unknowns_dict = OrderedDict() unknowns_dict['C1.y1'] = { 'shape': (3, 2), 'size': 6, 'val': np.ones((3, 2)) } unknowns_dict['C1.y2'] = {'shape': 1, 'size': 1, 'val': 2.0} unknowns_dict['C1.y3'] = {'size': 0, 'val': "foo", 'pass_by_obj': True} unknowns_dict['C2.y4'] = { 'shape': (2, 1), 'val': np.zeros((2, 1)), 'size': 2, } unknowns_dict['C2.s1'] = { 'shape': 1, 'size': 1, 'val': -1.0, 'state': True, } sd = _SysData('') for u, meta in unknowns_dict.items(): meta['pathname'] = u meta['top_promoted_name'] = u sd.to_prom_name[u] = u u = SrcVecWrapper(sd, pbd) u.setup(unknowns_dict, store_byobjs=True) varmap = OrderedDict([ ('C1.y1', 'y1'), ('C1.y2', 'y2'), ('C1.y3', 'y3'), ]) s = System() s._sysdata = _SysData('') s._probdata = pbd uview = u.get_view(s, None, varmap) self.assertEqual(list(uview.keys()), ['y1', 'y2', 'y3']) uview['y2'] = 77. uview['y3'] = 'bar' self.assertEqual(uview['y2'], 77.) self.assertEqual(u['C1.y2'], 77.) self.assertEqual(uview['y3'], 'bar') self.assertEqual(u['C1.y3'], 'bar') # now get a view that's empty uview2 = u.get_view(s, None, {}) self.assertEqual(list(uview2.keys()), [])
def test_norm(self): unknowns_dict = OrderedDict() unknowns_dict['y1'] = { 'shape': (2,1), 'size': 2, 'val' : np.array([2.0, 3.0]) } unknowns_dict['y2'] = { 'shape': 1, 'size': 1, 'val' : -4.0 } for u, meta in unknowns_dict.items(): meta['pathname'] = u meta['promoted_name'] = u meta['top_promoted_name'] = u u = SrcVecWrapper(_SysData('')) u.setup(unknowns_dict, store_byobjs=True) unorm = u.norm() self.assertAlmostEqual(unorm, np.linalg.norm(np.array([2.0, 3.0, -4.0])))
def test_norm(self): unknowns_dict = OrderedDict() unknowns_dict['y1'] = { 'shape': (2,1), 'size': 2, 'val' : np.array([2.0, 3.0]) } unknowns_dict['y2'] = { 'shape': 1, 'size': 1, 'val' : -4.0 } sd = _SysData('') for u, meta in unknowns_dict.items(): meta['pathname'] = u meta['top_promoted_name'] = u sd.to_prom_name[u] = u u = SrcVecWrapper(sd, pbd) u.setup(unknowns_dict, store_byobjs=True) unorm = u.norm() self.assertAlmostEqual(unorm, np.linalg.norm(np.array([2.0, 3.0, -4.0])))
def test_norm(self): unknowns_dict = OrderedDict() unknowns_dict["y1"] = {"shape": (2, 1), "size": 2, "val": np.array([2.0, 3.0])} unknowns_dict["y2"] = {"shape": 1, "size": 1, "val": -4.0} sd = _SysData("") for u, meta in unknowns_dict.items(): meta["pathname"] = u meta["top_promoted_name"] = u sd.to_prom_name[u] = u u = SrcVecWrapper(sd) u.setup(unknowns_dict, store_byobjs=True) unorm = u.norm() self.assertAlmostEqual(unorm, np.linalg.norm(np.array([2.0, 3.0, -4.0])))
def test_view(self): unknowns_dict = OrderedDict() unknowns_dict['C1.y1'] = { 'shape': (3,2), 'size': 6, 'val': np.ones((3, 2)) } unknowns_dict['C1.y2'] = { 'shape': 1, 'size': 1, 'val': 2.0 } unknowns_dict['C1.y3'] = { 'size': 0, 'val': "foo", 'pass_by_obj': True } unknowns_dict['C2.y4'] = { 'shape': (2, 1), 'val': np.zeros((2,1)), 'size': 2, } unknowns_dict['C2.s1'] = { 'shape': 1, 'size': 1, 'val': -1.0, 'state': True, } sd = _SysData('') for u, meta in unknowns_dict.items(): meta['pathname'] = u meta['top_promoted_name'] = u sd.to_prom_name[u] = u u = SrcVecWrapper(sd, pbd) u.setup(unknowns_dict, store_byobjs=True) varmap = OrderedDict([ ('C1.y1','y1'), ('C1.y2','y2'), ('C1.y3','y3'), ]) s = System() s._sysdata = _SysData('') s._probdata = pbd uview = u.get_view(s, None, varmap) self.assertEqual(list(uview.keys()), ['y1', 'y2', 'y3']) uview['y2'] = 77. uview['y3'] = 'bar' self.assertEqual(uview['y2'], 77.) self.assertEqual(u['C1.y2'], 77.) self.assertEqual(uview['y3'], 'bar') self.assertEqual(u['C1.y3'], 'bar') # now get a view that's empty uview2 = u.get_view(s, None, {}) self.assertEqual(list(uview2.keys()), [])
def test_flat(self): unknowns_dict = OrderedDict() unknowns_dict['C1.y1'] = { 'shape': (3,2), 'size': 6, 'val': np.ones((3, 2)) } unknowns_dict['C1.y2'] = { 'shape': 1, 'size': 1, 'val': 2.0 } unknowns_dict['C1.y3'] = { 'size': 0, 'val': "foo", 'pass_by_obj': True } unknowns_dict['C2.y4'] = { 'shape': (2,1), 'size': 2, 'val': np.zeros((2, 1)), } unknowns_dict['C2.s1'] = { 'shape': 1, 'size': 1, 'val': -1.0, 'state': True, } for u, meta in unknowns_dict.items(): meta['pathname'] = u meta['promoted_name'] = u meta['top_promoted_name'] = u u = SrcVecWrapper(_SysData('')) u.setup(unknowns_dict, store_byobjs=True) self.assertTrue((np.array(u.flat['C1.y1'])==np.array([1., 1., 1., 1., 1., 1.])).all()) self.assertTrue((np.array(u.flat['C1.y2'])==np.array([2.])).all())
def test_bad_set_unknown(self): unknowns_dict = OrderedDict() unknowns_dict['y1'] = { 'shape': (3,2), 'size': 6, 'val': np.ones((3, 2)) } sd = _SysData('') for u, meta in unknowns_dict.items(): meta['pathname'] = u meta['top_promoted_name'] = u sd.to_prom_name[u] = u u = SrcVecWrapper(sd, pbd) u.setup(unknowns_dict, store_byobjs=True) try: u['A.y1'] = np.zeros((3, 2)) except KeyError as err: self.assertEqual(str(err), "'A.y1'") else: self.fail('KeyError expected')
def test_bad_set_unknown(self): unknowns_dict = OrderedDict() unknowns_dict["y1"] = {"shape": (3, 2), "size": 6, "val": np.ones((3, 2))} sd = _SysData("") for u, meta in unknowns_dict.items(): meta["pathname"] = u meta["top_promoted_name"] = u sd.to_prom_name[u] = u u = SrcVecWrapper(sd) u.setup(unknowns_dict, store_byobjs=True) try: u["A.y1"] = np.zeros((3, 2)) except KeyError as err: self.assertEqual(str(err), "'A.y1'") else: self.fail("KeyError expected")
def test_flat(self): unknowns_dict = OrderedDict() unknowns_dict["C1.y1"] = {"shape": (3, 2), "size": 6, "val": np.ones((3, 2))} unknowns_dict["C1.y2"] = {"shape": 1, "size": 1, "val": 2.0} unknowns_dict["C1.y3"] = {"size": 0, "val": "foo", "pass_by_obj": True} unknowns_dict["C2.y4"] = {"shape": (2, 1), "size": 2, "val": np.zeros((2, 1))} unknowns_dict["C2.s1"] = {"shape": 1, "size": 1, "val": -1.0, "state": True} sd = _SysData("") for u, meta in unknowns_dict.items(): meta["pathname"] = u meta["top_promoted_name"] = u sd.to_prom_name[u] = u u = SrcVecWrapper(sd) u.setup(unknowns_dict, store_byobjs=True) self.assertTrue((np.array(u._dat["C1.y1"].val) == np.array([1.0, 1.0, 1.0, 1.0, 1.0, 1.0])).all()) self.assertTrue((np.array(u._dat["C1.y2"].val) == np.array([2.0])).all())
def test_bad_set_unknown(self): unknowns_dict = OrderedDict() unknowns_dict['y1'] = { 'shape': (3,2), 'size': 6, 'val': np.ones((3, 2)) } sd = _SysData('') for u, meta in unknowns_dict.items(): meta['pathname'] = u meta['top_promoted_name'] = u sd.to_prom_name[u] = u u = SrcVecWrapper(sd, pbd) u.setup(unknowns_dict, store_byobjs=True) try: u['A.y1'] = np.zeros((3, 2)) except KeyError as err: self.assertEqual(str(err), "'A.y1'") else: self.fail('KeyError expected')
def test_view(self): unknowns_dict = OrderedDict() unknowns_dict["C1.y1"] = {"shape": (3, 2), "size": 6, "val": np.ones((3, 2))} unknowns_dict["C1.y2"] = {"shape": 1, "size": 1, "val": 2.0} unknowns_dict["C1.y3"] = {"size": 0, "val": "foo", "pass_by_obj": True} unknowns_dict["C2.y4"] = {"shape": (2, 1), "val": np.zeros((2, 1)), "size": 2} unknowns_dict["C2.s1"] = {"shape": 1, "size": 1, "val": -1.0, "state": True} sd = _SysData("") for u, meta in unknowns_dict.items(): meta["pathname"] = u meta["top_promoted_name"] = u sd.to_prom_name[u] = u u = SrcVecWrapper(sd) u.setup(unknowns_dict, store_byobjs=True) varmap = OrderedDict([("C1.y1", "y1"), ("C1.y2", "y2"), ("C1.y3", "y3")]) s = System() s._sysdata = _SysData("") uview = u.get_view(s, None, varmap) self.assertEqual(list(uview.keys()), ["y1", "y2", "y3"]) uview["y2"] = 77.0 uview["y3"] = "bar" self.assertEqual(uview["y2"], 77.0) self.assertEqual(u["C1.y2"], 77.0) self.assertEqual(uview["y3"], "bar") self.assertEqual(u["C1.y3"], "bar") # now get a view that's empty uview2 = u.get_view(s, None, {}) self.assertEqual(list(uview2.keys()), [])
def test_vecwrapper(self): unknowns_dict = OrderedDict() unknowns_dict['y1'] = { 'shape': (3, 2), 'size': 6, 'val': np.ones((3, 2)) } unknowns_dict['y2'] = {'shape': 1, 'size': 1, 'val': 2.0} unknowns_dict['y3'] = {'size': 0, 'val': "foo", 'pass_by_obj': True} unknowns_dict['y4'] = { 'shape': (2, 1), 'size': 2, 'val': np.zeros((2, 1)), } unknowns_dict['s1'] = { 'shape': 1, 'size': 1, 'val': -1.0, 'state': True, } sd = _SysData('') for u, meta in unknowns_dict.items(): meta['pathname'] = u meta['top_promoted_name'] = u sd.to_prom_name[u] = u u = SrcVecWrapper(sd) u.setup(unknowns_dict, store_byobjs=True) self.assertEqual(u.vec.size, 10) self.assertEqual(len(u), 5) self.assertEqual(list(u.keys()), ['y1', 'y2', 'y3', 'y4', 's1']) self.assertTrue(np.all(u['y1'] == np.ones((3, 2)))) self.assertEqual(u['y2'], 2.0) self.assertEqual(u['y3'], 'foo') self.assertTrue(np.all(u['y4'] == np.zeros((2, 1)))) self.assertEqual(u['s1'], -1.0) self.assertEqual([t[0] for t in u.vec_val_iter()], ['y1', 'y2', 'y4', 's1']) u['y1'] = np.ones((3, 2)) * 3. u['y2'] = 2.5 u['y3'] = 'bar' u['y4'] = np.ones((2, 1)) * 7. u['s1'] = 5. self.assertTrue(np.all(u['y1'] == np.ones((3, 2)) * 3.)) self.assertTrue(np.all(u['y4'] == np.ones((2, 1)) * 7.)) self.assertEqual(u['y2'], 2.5) self.assertEqual(u['y3'], 'bar') self.assertEqual(u['s1'], 5.) # set with a different shaped array try: u['y1'] = np.ones((3, 3)) except Exception as err: self.assertEqual( str(err), "could not broadcast input array from shape (9) into shape (6)" ) else: self.fail("Exception expected") params = OrderedDict() params['y1'] = {'shape': (3, 2), 'size': 6, 'val': np.ones((3, 2))} params['y2'] = {'shape': 1, 'size': 1, 'val': 2.0} params['y3'] = {'size': 0, 'val': "foo"} params['y4'] = {'shape': (2, 1), 'size': 6, 'val': np.zeros((2, 1))} for p, meta in params.items(): meta['pathname'] = p meta['top_promoted_name'] = p sd.to_prom_name[u] = u connections = {} for p in params: connections[p] = (p, None) s = _SysData('') s._unknowns_dict = u._dat p = TgtVecWrapper(s) p.setup(None, params, u, params.keys(), connections, store_byobjs=True) self.assertEqual(p.vec.size, 9) self.assertEqual(len(p), 4) self.assertEqual(list(p.keys()), ['y1', 'y2', 'y3', 'y4']) self.assertTrue(np.all(p['y1'] == np.zeros((3, 2)))) self.assertEqual(p['y2'], 0.) self.assertEqual(p['y3'], 'bar') self.assertTrue(np.all(p['y4'] == np.zeros((2, 1)))) p['y1'] = np.ones((3, 2)) * 9. self.assertTrue(np.all(p['y1'] == np.ones((3, 2)) * 9.))
def test_vecwrapper(self): unknowns_dict = OrderedDict() unknowns_dict["y1"] = {"shape": (3, 2), "size": 6, "val": np.ones((3, 2))} unknowns_dict["y2"] = {"shape": 1, "size": 1, "val": 2.0} unknowns_dict["y3"] = {"size": 0, "val": "foo", "pass_by_obj": True} unknowns_dict["y4"] = {"shape": (2, 1), "size": 2, "val": np.zeros((2, 1))} unknowns_dict["s1"] = {"shape": 1, "size": 1, "val": -1.0, "state": True} sd = _SysData("") for u, meta in unknowns_dict.items(): meta["pathname"] = u meta["top_promoted_name"] = u sd.to_prom_name[u] = u u = SrcVecWrapper(sd) u.setup(unknowns_dict, store_byobjs=True) self.assertEqual(u.vec.size, 10) self.assertEqual(len(u), 5) self.assertEqual(list(u.keys()), ["y1", "y2", "y3", "y4", "s1"]) self.assertTrue(np.all(u["y1"] == np.ones((3, 2)))) self.assertEqual(u["y2"], 2.0) self.assertEqual(u["y3"], "foo") self.assertTrue(np.all(u["y4"] == np.zeros((2, 1)))) self.assertEqual(u["s1"], -1.0) self.assertEqual(u.get_states(), ["s1"]) self.assertEqual([t[0] for t in u.veciter()], ["y1", "y2", "y4", "s1"]) u["y1"] = np.ones((3, 2)) * 3.0 u["y2"] = 2.5 u["y3"] = "bar" u["y4"] = np.ones((2, 1)) * 7.0 u["s1"] = 5.0 self.assertTrue(np.all(u["y1"] == np.ones((3, 2)) * 3.0)) self.assertTrue(np.all(u["y4"] == np.ones((2, 1)) * 7.0)) self.assertEqual(u["y2"], 2.5) self.assertEqual(u["y3"], "bar") self.assertEqual(u["s1"], 5.0) # set with a different shaped array try: u["y1"] = np.ones((3, 3)) except Exception as err: self.assertEqual(str(err), "could not broadcast input array from shape (9) into shape (6)") else: self.fail("Exception expected") params = OrderedDict() params["y1"] = {"shape": (3, 2), "size": 6, "val": np.ones((3, 2))} params["y2"] = {"shape": 1, "size": 1, "val": 2.0} params["y3"] = {"size": 0, "val": "foo"} params["y4"] = {"shape": (2, 1), "size": 6, "val": np.zeros((2, 1))} for p, meta in params.items(): meta["pathname"] = p meta["top_promoted_name"] = p sd.to_prom_name[u] = u connections = {} for p in params: connections[p] = (p, None) s = _SysData("") s._unknowns_dict = u._dat p = TgtVecWrapper(s) p.setup(None, params, u, params.keys(), connections, store_byobjs=True) self.assertEqual(p.vec.size, 9) self.assertEqual(len(p), 4) self.assertEqual(list(p.keys()), ["y1", "y2", "y3", "y4"]) self.assertTrue(np.all(p["y1"] == np.zeros((3, 2)))) self.assertEqual(p["y2"], 0.0) self.assertEqual(p["y3"], "bar") self.assertTrue(np.all(p["y4"] == np.zeros((2, 1)))) p["y1"] = np.ones((3, 2)) * 9.0 self.assertTrue(np.all(p["y1"] == np.ones((3, 2)) * 9.0))
def test_vecwrapper(self): unknowns_dict = OrderedDict() unknowns_dict['y1'] = { 'shape': (3,2), 'size': 6, 'val': np.ones((3, 2)) } unknowns_dict['y2'] = { 'shape': 1, 'size': 1, 'val': 2.0 } unknowns_dict['y3'] = { 'size': 0, 'val': "foo", 'pass_by_obj': True } unknowns_dict['y4'] = { 'shape': (2,1), 'size': 2, 'val': np.zeros((2, 1)), } unknowns_dict['s1'] = { 'shape': 1, 'size': 1, 'val': -1.0, 'state': True, } for u, meta in unknowns_dict.items(): meta['pathname'] = u meta['promoted_name'] = u meta['top_promoted_name'] = u u = SrcVecWrapper(_SysData('')) u.setup(unknowns_dict, store_byobjs=True) self.assertEqual(u.vec.size, 10) self.assertEqual(len(u), 5) self.assertEqual(list(u.keys()), ['y1','y2','y3', 'y4', 's1']) self.assertTrue(np.all(u['y1']==np.ones((3,2)))) self.assertEqual(u['y2'], 2.0) self.assertEqual(u['y3'], 'foo') self.assertTrue(np.all(u['y4']==np.zeros((2,1)))) self.assertEqual(u['s1'], -1.0) self.assertEqual(u.get_states(), ['s1']) self.assertEqual([t[0] for t in iteritems(u.flat)], ['y1','y2','y4','s1']) self.assertEqual([t[0] for t in u.get_byobjs()], ['y3']) u['y1'] = np.ones((3,2))*3. u['y2'] = 2.5 u['y3'] = 'bar' u['y4'] = np.ones((2,1))*7. u['s1'] = 5. self.assertTrue(np.all(u['y1']==np.ones((3,2))*3.)) self.assertTrue(np.all(u['y4']==np.ones((2,1))*7.)) self.assertEqual(u['y2'], 2.5) self.assertEqual(u['y3'], 'bar') self.assertEqual(u['s1'], 5.) # set with a different shaped array try: u['y1'] = np.ones((3,3)) except Exception as err: self.assertEqual(str(err), "could not broadcast input array from shape (9) into shape (6)") else: self.fail("Exception expected") params = OrderedDict() params['y1'] = { 'shape': (3,2), 'size': 6, 'val': np.ones((3, 2)) } params['y2'] = { 'shape': 1, 'size': 1, 'val': 2.0 } params['y3'] = { 'size': 0, 'val': "foo" } params['y4'] = { 'shape': (2,1), 'size': 6, 'val': np.zeros((2, 1)) } for p, meta in params.items(): meta['pathname'] = p meta['promoted_name'] = p meta['top_promoted_name'] = p connections = {} for p in params: connections[p] = (p, None) s = _SysData('') s._unknowns_dict = u._vardict p = TgtVecWrapper(s) p.setup(None, params, u, params.keys(), connections, store_byobjs=True) self.assertEqual(p.vec.size, 9) self.assertEqual(len(p), 4) self.assertEqual(list(p.keys()), ['y1','y2','y3', 'y4']) self.assertTrue(np.all(p['y1']==np.zeros((3,2)))) self.assertEqual(p['y2'], 0.) self.assertEqual(p['y3'], 'bar') self.assertTrue(np.all(p['y4']==np.zeros((2,1)))) p['y1'] = np.ones((3,2))*9. self.assertTrue(np.all(p['y1']==np.ones((3,2))*9.))