diff --git a/devito/operations/interpolators.py b/devito/operations/interpolators.py index c75c789f19..2322ad2a7a 100644 --- a/devito/operations/interpolators.py +++ b/devito/operations/interpolators.py @@ -189,8 +189,13 @@ def _interpolation_indices(self, variables, offset=0, field_offset=0, mapper[d] = ConditionalDimension(p.name, self.sfunction._sparse_dim, condition=condition, indirect=True) + # Apply mapper to each variable with origin correction before the + # Dimensions get replaced + subs = {v: v.subs({k: c - v.origin.get(k, 0) for k, c in mapper.items()}) + for v in variables} + # Track Indexed substitutions - idx_subs.append(mapper) + idx_subs.append(subs) # Temporaries for the position temps = [Eq(v, k, implicit_dims=implicit_dims) diff --git a/devito/tools/data_structures.py b/devito/tools/data_structures.py index bd89b4ebe7..10a1d90672 100644 --- a/devito/tools/data_structures.py +++ b/devito/tools/data_structures.py @@ -66,6 +66,9 @@ def __getnewargs_ex__(self): # objects with varying number of attributes return (tuple(self), dict(self.__dict__)) + def get(self, key, val): + return self._getters.get(key, val) + class ReducerMap(MultiDict): diff --git a/devito/types/basic.py b/devito/types/basic.py index 97495234ea..47cb9f8f49 100644 --- a/devito/types/basic.py +++ b/devito/types/basic.py @@ -945,7 +945,8 @@ def origin(self): f(x) : origin = 0 f(x + hx/2) : origin = hx/2 """ - return tuple(r - d for d, r in zip(self.dimensions, self.indices_ref)) + return DimensionTuple(*(r-d for d, r in zip(self.dimensions, self.indices_ref)), + getters=self.dimensions) @property def dimensions(self): @@ -1197,8 +1198,8 @@ def indexify(self, indices=None, subs=None): subs = [{**{d.spacing: 1, -d.spacing: -1}, **subs} for d in self.dimensions] # Indices after substitutions - indices = [sympy.sympify((a - o).xreplace(s)) for a, o, s in - zip(self.args, self.origin, subs)] + indices = [sympy.sympify(a.subs(d, d - o).xreplace(s)) for a, d, o, s in + zip(self.args, self.dimensions, self.origin, subs)] indices = [i.xreplace({k: sympy.Integer(k) for k in i.atoms(sympy.Float)}) for i in indices] return self.indexed[indices] diff --git a/devito/types/dense.py b/devito/types/dense.py index e7d488e90c..454c642176 100644 --- a/devito/types/dense.py +++ b/devito/types/dense.py @@ -1059,7 +1059,7 @@ def __indices_setup__(cls, **kwargs): mapper = {d: d for d in dimensions} for s in as_tuple(staggered): c, s = s.as_coeff_Mul() - mapper.update({s: s + c * s.spacing/2}) + mapper.update({s: s + c * s.spacing / 2}) staggered_indices = mapper.values() return tuple(dimensions), tuple(staggered_indices) diff --git a/examples/userapi/04_boundary_conditions.ipynb b/examples/userapi/04_boundary_conditions.ipynb index fab208ffb6..44826c23aa 100644 --- a/examples/userapi/04_boundary_conditions.ipynb +++ b/examples/userapi/04_boundary_conditions.ipynb @@ -271,12 +271,14 @@ "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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\n", "text/plain": [ - "
" + "
" ] }, - "metadata": {}, + "metadata": { + "needs_background": "light" + }, "output_type": "display_data" } ], @@ -401,7 +403,7 @@ "metadata": {}, "outputs": [], "source": [ - "from devito import sign\n", + "from devito import sign, norm\n", "from devito.symbolics import retrieve_functions, INT\n", "\n", "def free_surface_top(eq, subdomain, update):\n", @@ -449,12 +451,7 @@ " elif update == 'pressure':\n", " # Symmetric mirror\n", " # Substitute where index is negative for +ve where index is positive\n", - " # Need to move the staggering outside of the abs()\n", - " # Adding or substracting half a grid increment inside the abs\n", - " # dependent on point position as boundary aligned with unstaggered\n", - " # index 0 so -1/2 needs to mirror to 1/2 (index -1 mirrored\n", - " # to index 0)\n", - " mapper.update({f: f.subs({yind: INT(abs(yind-s*y.spacing/2))+y.spacing/2})})\n", + " mapper.update({f: f.subs({yind: INT(abs(yind))})})\n", " return Eq(lhs, rhs.subs(mapper), subdomain=subdomain)\n", " \n", "fs_p = free_surface_top(eq_p, grid.subdomains['freesurface'], 'pressure')\n", @@ -497,18 +494,26 @@ "name": "stderr", "output_type": "stream", "text": [ - "Operator `Kernel` ran in 0.02 s\n" + "Operator `Kernel` ran in 0.05 s\n" ] }, { "data": { "text/plain": [ "PerformanceSummary([(PerfKey(name='section0', rank=None),\n", - " PerfEntry(time=1e-06, gflopss=0.0, gpointss=0.0, oi=0.0, ops=0, itershapes=[])),\n", + " PerfEntry(time=4.9e-05, gflopss=0.0, gpointss=0.0, oi=0.0, ops=0, itershapes=[])),\n", " (PerfKey(name='section1', rank=None),\n", - " PerfEntry(time=0.015328999999999994, gflopss=0.0, gpointss=0.0, oi=0.0, ops=0, itershapes=[])),\n", + " PerfEntry(time=0.0036749999999999908, gflopss=0.0, gpointss=0.0, oi=0.0, ops=0, itershapes=[])),\n", " (PerfKey(name='section2', rank=None),\n", - " PerfEntry(time=2.700000000000001e-05, gflopss=0.0, gpointss=0.0, oi=0.0, ops=0, itershapes=[]))])" + " PerfEntry(time=0.013221000000000004, gflopss=0.0, gpointss=0.0, oi=0.0, ops=0, itershapes=[])),\n", + " (PerfKey(name='section3', rank=None),\n", + " PerfEntry(time=0.0037539999999999913, gflopss=0.0, gpointss=0.0, oi=0.0, ops=0, itershapes=[])),\n", + " (PerfKey(name='section4', rank=None),\n", + " PerfEntry(time=0.013060000000000006, gflopss=0.0, gpointss=0.0, oi=0.0, ops=0, itershapes=[])),\n", + " (PerfKey(name='section5', rank=None),\n", + " PerfEntry(time=0.003929000000000017, gflopss=0.0, gpointss=0.0, oi=0.0, ops=0, itershapes=[])),\n", + " (PerfKey(name='section6', rank=None),\n", + " PerfEntry(time=0.003147999999999996, gflopss=0.0, gpointss=0.0, oi=0.0, ops=0, itershapes=[]))])" ] }, "execution_count": 16, @@ -540,7 +545,6 @@ "cell_type": "code", "execution_count": 17, "metadata": { - "scrolled": false, "tags": [ "nbval-skip" ] @@ -548,12 +552,14 @@ "outputs": [ { "data": { - "image/png": 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\n", 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0+e/neDJB/k9kNijPBE4C9jezv3X3aPnxSYqLNQHSVdFfAV4OfBC4DXg3cImZPdfdb+h764UQQrQWM5sBXAasBo4AHDgVuNzMnu7uKyuKfxm4ONm3WWdfKosALiGTX5FbGjR7SNos1F/h7kvD9hVmthz4OjCf7McY4DZ3X0gJZvYM4I3Ake7+tc6+K4DFwMnAIWVlhRBCjD6jYMV9NLAb8BR3vxXAzH4D/BF4B3BGWUF3v4tkwYOZvZlMpn69S5FlVTKqn7RWqCcCfYABF01P6HKsikOAtYR1Ye6+zsy+BXzYzDZx99XNWtqAVE8ZAkG8ce9Zg+knLsw9Qh199McLRX7726gq/H5I/3gwtXTpbYUyT3zi6wfTb3vb5wbTX737w4PpvQ8/vFDmnssvH0zHO3hZ0Kluc36+3GeXiy4qlOfVrx5MzjjwwMH0nOiiK3Gx99jMPHBMVKk+8kiejupU2DCQzAB1l0aVHasqU2eJXZXquAn9DFCTUqUmHyDt90jdgD2Rsv6tWmVVEsOlUCaNHz5jXfC6uGhRnj4+LBv92tcKZW4L02RRFxtVhIUALKku/dv5MtRjTs+V8V96YvxvLy5pg+gtbsuQzpeQbr/964l8+ct5+mV7hGd+UXhiY0SaccAoLWk7BFg4INAB3P12M7saeCUVQr2EI4A/k43Kx4zxtqTtBZ3v3yf7P2lm68zsr2Z2oZntlRzfE7jd3Vcl+xcD04i+FYUQQow5U3r81GBP4KYu+xcDc7vsL6UzN78/8A137/Ya+wozW2Vmq81soZm9ajj1D4fWjtRTzOwJZKryS9194FV7NXA22fB0KbAH2Rz8L8xsH3cfEP5bAYnpDJC7ZN6qyzHM7BjgGIA5c+Z0yyKEEGIE6MOIc7aZBbUMC9x9QdiukgtbdtlfxeFkTe6mer+ITMt8O7AtcCzwXTN7s7unqpqeaa31e8TMZgI/I4t/sE9nPqMs705kb1oXuvvhnX0/BrZw932TvAcCPwGe7+5XVbWhZ+v3qINMLVFvDva0twb786hPTKzKz/pW/h7yvvfl+9eujfdIaj0bddTxRTRXuX/840W95ccODlb2IVjMPSFYxX2UEz1pFV6L9t8/T+9b+Flgzz3z9K675umoU03UiavW5V76oue61WFSJVUDl6mFe7VeH+vy0LtqfqSC16TXtskmeXrzzfP0jOlByZ2uFonbcX4mPlfxOYKiyj0EYbn/zjsH0+mfSnxa4n385BjbPOi+z7jpxUQ+8IHo+S0+lzeEdGoz//yQzp/Lz3wmn+t5/7FrKPCDMIUQ+yY+L3vsUSwTn58ebriRsn5/illB+jZh/hDW72a2BjjD3T+c7D8V+LC71+4YM/s98Ii7P6tG3o2AhcB27r7TUPmHS+vV72a2Kdmbzm7AS6oEOoC73wn8HHhO2L2C7m9eA5KxLIiSEEKIUWZgTn2E1e9VcqHbCL57W832IdMSdxulb4C7rwfOB3Y0s+3rnqcurRbqZrYxcAHZWvWXuftvh1E8qiAWA7t2ljBE5gJr2HB5thBCiDHEevzUYDHZvHrKXOB3w2jqEWSG2P81VMYu9F1V3lr1u5lNAb4FvAI42N1/WrPcHDLjh++5+1s6+55J5q3lre7+9c6+qcBvgVvd/RVD1duz+j2SRjBZsiRPRzXhTd1sODoES9vHDn/LYPrDQZH06U+HKBZAMSjMr8sqTrbfOJj6xCceP5j+p1eFe/744weTDyYBYaJqPioNo7uL1KBhi+gYY69g8xiti5+SOOCIAaOjNX1QM66ZWnyniz9DtJ6PqmfFUK9P1OJGtfqmm+bpLWYmgUWiyjxG/4npVJUej8VnJ+YLAYsAlocf+IGwP7ZmVvEszI7322c+M5j86pIDBtNvf3tU0qcDtbL/i2eH9KGFI//wD7nzmNNOy/dPOz93hMPixSX1UoxKE9ufrDApOJ/pgZFSvz/VzL/aYx1/O7T6/X3A6cCT3f22zr5dyJa0fdjdP1NWNtQxjSzCzs/d/ZV12tWRPb8EZrt7N6c0PdFmQ7l/B14LfAJYaWZx4vUud7/LzD5Dpm24hsxQ7inACWTP6icGMrv79Wb2beDMzuj/duBdwK7Am0bjYoQQQrSKL5EZrX3fzD5CNmo+BbiTzAAbADPbGfgTcLK7n5zUcTDZuKSr6t3M3kC2PO5HnXq3JXN89iwyj6l9p81CfSDO54mdT+TjZN55FpMJ57eSDf7+QuaU5uPunnrreRuZoD+V7KX8RuAgdy/ztyqEEGKMGOm5YXdfaWYHkLmJPZdMa/9TMjexUZ1qZK7ouzXpCDKbrB90OQbZAHIb4NNkwn8lsIhM9ozIevbWCnV336VGnq8CtbQ07v4I8P7ORwghRIsZDYOvjo/31wyRZwkl0/RDqdw7XuQOqMrTb1o7p942+jqnnk7Uli3FifPrcdkbFCeE4/KUF75wMHnbU19OJM63n39+nKeMHulS+5DoNi369MnnAo87LjfgPPPMYukpJ30s3zjnnMHksrCU6IHkjHHufVpIbxHS6Tz81LhkJ87Dx4gdT3xisVBcLhf7sCTYxZpCa8rn4aNnttQDW5vm6OsGuCnz2jaNZGlV2fKy+4JlRTo/Hu/raEMS0uvCvQIQh1AljgQ3GK3Ee2fak56Ubxwa5rSDbQjAv3wxv8tOPDG6Ab8gpKOiL7g8BIqBV/L//te+Np/3PvXUYokn/zF4ivxpMCOK/ZkGYIn3fpxHj/Prs+OiPPoWdWik5tTnmvm5PdYxr0ZAl4lIa0fqQgghJi+tXprVYtRvQgghxARB6vea9FX9nhL1uFHNFpfr/DZZov+nP+XpqN6MRPUbFLzS/dL3GUyfdFKe5eKLU/vCH4d02dLNeJ79C0ee+czcwdJHPpLv//s9Ql1f/GKxunNzxdt9wUNW9MOXKH4LKqey5XKz0ugqUW0Z+you/4leubbdtlh+661D5bNCA2Z2T0N5pJKydLftblS5yytLp1Fwovo8pqOXsqUhztKf/1wsH+/XmA4q9seSpWYxHnk4CzFIQzryiKr0HUJ6+nOCv6moVgd461sHk9/5eb5sLE4XXXXV7cmZLg/p+FzEOZXdQvqFRF70olz9Hp+xv50a/kd+kNhXpdMTA8TpodQ7XNyO925Uucf7ro+MlPp9TzNvsug7srfU70IIIUQ7kBq5GRLqQgghWkffh/+TBKnfazKi6vdIVIlGtWeqYi/zpBX3p4FjogouemR7Re5Q7xcPP71Q5PTT8/R3vxvd7kcHf1EtH+JWA0XXyjGIzN8Npvbfv+hUKRohv2yXUPcXvpCnv/nNQpn7S9T0ZdbRUHyjnVGSnlmSBpgS1e9RPRrVnqnnrjI1ffxtqlSldQOqx/sopsvU6ul2ifX6Y0H9nvhFLPzy8VhUpafTJpHY7zFczzY7JTEvjjoqT4eb5axz8hrSGZ3f/jaqtaM3xahyT+/dqOiPU0x50JVXvzpX5SfG8/ztzN/kGyGITMHiP50CifdHVKWXTQ9B+cqNEVK5R0ZK/f40Mz+/xzrmTlL1uzQcQgghxARB6nchhBCtQyPOZkj9XpNRU79HylSoUO7cIzrqiBbyUAyEEdWwUU2XOmh50YsGk3+YlVvMR014TG8Ydyc65/i/kI6K2DT6YVTT56rO5zwndxYTY8gDvPHgoDoN1vP8MDjz+PnPC2WWh8DrD4T9ZeriJBRJ4U8npuObctFdTfFYWTr9M6vz55a2LW6vq5GG4rXGY4+VpNN2lU1nRCX2NiT8XT4NU7BYDyr2z325GIgnBjq5996rw5GFIX1HcqLoGCbeb1GtHgOtwNZb5ys3osY/pndbFv4Tfvaz4inL1OxRRf6EJxTLRNV6HedIUH/qZgQYKfX7Xmb+nR7rePIkVb9rpC6EEKJ1aKTeDPWbEEIIMUHQSF0IIUTr0IizGZpTr8mYzKlHqjyG1QmkAcU59bj0rWyuHYpzdNG72t/8zWDysZfmgWPOO69Y/MtfztNXXRWXxMW50BuLhbg3pKP3rseHdOJVi3z+c+ONc89icZr2lUk8pbCSjxmLrowNzdO//GWeTrz6PRb6MPZaVcCRsjntsnnrbtvdqJqHL5vvT9/o42xs2VK+KXHONwbOAZgXpi/33TdPH3jgYPJHFxdbekGIjRLvnbVrw29A+G2A8iWUMfhQ4k2R54V07vntta/NZ/yD0zkAXjY/WFfEJWk33JCn47OTPqNxyWKcEy/zWJhuly1/bOJxcIQYqTn1p5v5RT3WsYvm1IUQQoh2oJF6MyTUhRBCtA55lGuG1O81GXP1exVlQTpSVXqZh7qoQkxiV3P33d3LR6IHteipDgpLlm6bmXuri6rWEGYdgNtvj+rVX4V09AqWBBMpqOk3Demosk9UnYVgHLm6dsstcw93++2X54gaZSiGro7pHWYGlXAaoCP2dfwNYt+mv1u6nLEb6VKmqK6NatyoBk5Vv8Fr2T0P52rpGOZ80aI8vTCuIEu2ly6NoVpiEJc0aMptIR2nXaJfwHQCIv6m8X7Llz/uumsI7kJxCWRckjbj5yFg0a/ivUZxSWj8TaK6O977acCf6Akv9nWZ90EoX542hir2KkZS/f6jHuvYSep3IYQQYuwxihYSoj4S6kIIIVqH5tSbIfV7TVqtfi8jtcatE9gjDQIT1fFRFR9Vx7FMqiqOasOognza0/L0/PmFItctmzOY/t738v3nhwgPN98c1btQtIiOKt1ocb8iKbOS7kQ/cNEfWur5LqqBZ9fYn9aR173xxrmqtW4I9rqh0deujQejtXjaH/G3/0uN/WkAlDhtsDak45gr9Xi2WUjHvto+pItTOptvnnscPOywfP/b356n/2bLPxRPE+OWR+v1dIVIpGzaosx6PeZJt8sCraTTJi1Vs5cxUur3vc38Jz3WsY3U70IIIUQ70Ei9Geo3IYQQYoKgkfpEJlXllcXvjvtTa9yoQowBJqLa8t5gtRxV9Gm+shjwl15aKPKsoN58VlDTn/zWXJP2582i5TpcfXUeKuRnP5s/mI4xXK6/PqqEAULAjYJVdpkVdjI1UQhQs74kXUWull67Nk+vSLXitUyGqs7ZW9uK0xFRXZxOR4T7o7DSYLeSPLDXXvl54gqC6Mcm+DnKtp8ZQs/EICo/DD92NNmHDaeVBoj3e8VqgMKxmI7l03mTMocxNVXsj5WMuabUckc0vjE04myKhLoQQojWIaHeDAl1IYQQrUIj9eZIqE9WogqwTC2fHitTVZY5tUm3oyX9X4IVderUJqrmo8o+qOm3TaYJ/j5ME/z9/NC2d+Y+4h/bI8ZphxtuyH2XL1qUp6+/Ps+zeHGejuGxAZYujdbzdS3E43aM8R0t1FMVedwui2iequjLLM6jY55o2Z9uRwv+3KnK9tvndcUFDFDujCem5+6RqI6XhJUK8V6J6UVxOgT44Z+754sq9nTlR5mVerRkj+m0TLzfyizZK9TqZar0ukwGlbvoDxLqQgghWodG6s2QUBdCCNE6JNSb0dp+M7P5ZuZdPg8k+bY0sy+b2TIzW2lml5rZXl3qm25mnzaze83sETO7xsyen+YTQggxtgzMqffyqXUes53M7AIz+6uZPWhm3zGzOUOXhBL55Ga2d5JvipmdYGZLzOxRM7vRzF5Ts4nDZjyM1N9DMarH4GSZmRlwEbALcByZi6wTgMvNbG93j+7EvgK8HPggmcuxdwOXmNlz3f2GkbyAcUVVrOayZXBxjjFdEhfnKeMSoTj/mS43itvRNVpZ3HgoBkqJkUVC+6ckS46eFdr6rBiM46UhEMfRJUuZgDWz8mV0d92Ve0a7776dQ7rYzNjsuHRtZZieT73DNYnnErc3C07btgyr0KpWL5bFfZm27J58I9o7ANwelgXeFZY23lDhcTBSN5hJ3C5rdLq8rE5Qm7RDasyd9zpXLsoZ6Z41sxnAZcBq4AjAgVPJ5MfT3b3M5WTkHODsZF/izpBTgOOBE4FfA4cB55vZwe49x63ZgPEg1H/v7gtLjh0CPA84wN0vBzCza8gWHf8j2QsBZvYM4I3Ake7+tc6+K4DFwMmdeoQQQkwejiZzovAUd78VwMx+QxZW8B3AGTXquLtCPmFm25AJ9NPc/fTO7svNbHfgNKDvQn28v2YeAtwzINAB3P2vZKP3Vyb51gLfDvnWAd8CXmJmm4xOc4UQQgzFKKnfDwEWDgh0AHe/HbiaovzohZeQeW86L9l/HrCXme26YZHeGA8j9W+Y2WzgAeAS4MPufkfn2J7ATV3KLAbeYmYz3f3hTr7b3X1Vl3zTyIJpL2aS0kiFODX3MjZlZomKHspV82VqdSiPLV4WhCbdjjruqjjl8VhcRlfm/StRA08L17pbUPfuVjZNAbBJeH/cOiwv2zHs33jjYpk6HsjSJVxrg/e81avz9CNhGd2tiXbxppKAP2WBgNL+jG2I6dgf8X6Aoio8ToFsvXWejvMHddl00+J2PG9ZOv2tpGYfU0ahx/cEvt9l/2LgtTXreJeZfZBs3elC4J/d/arkHKuBW5NyA/JmLkV3lj3TZqH+V+AzwBVki3ufCfwTcI2ZPdPd7we2ApZ0Kbu8870lWeiordgwJFXMt1W3BpjZMcAxAHPm1LKdEEII0Qcyk6kecJ9tZovCngXuviBsV8mF1AdyN84DfgDcA+xMZq91mZm9yN1/Fs7xgG8YDrVS9vRCa4W6u18PBDcgXGFmVwLXks2Vf2QU2rAAWABZ6NWRPp8QQgjArPcwtGvXLhvJ0Kvu/uaweZWZfZ9Mc3wqsN9InXcoWivUu+Hu15nZH4DndHatoPsb1Vbh+MD3zhX5lnc5JmpSUE1OnVY4NqVMfV2lko1q+jKVbqr6LVPNl6XTMmXq5piuG58+zVdGWb5+xNTute6yfHF/ai1e5qUw5osqdoCdwkqDMuv1tC1lgeSr+r1sSqTiPFK5T3iq5Ee3EXwl7v6Qmf0QeHtyjllmZslofcRkz3i9awc6ZzHZnEXKXOCOznz6QL5dO0sY0nxr2HC+QwghxFgydWpvn6Gpkh+/66HlUXgvBjYBntjlHPR4nq6MK6FuZvOAp5Cp4AEuBJ5gZi8IebYAXtE5NsBFwMYE4wczmwq8HvixuwdLIiGEEGPKgPp9ZIX6hcC+ZjYYG9jMdiFbJn1hWaHyJtsWwMHk8gngYrKVV29Ksh8O3NSxtu8rrVW/m9k3yKwCryOzfH8mmWOZu4HPdbJdCFwDnNexQBxwPmPAvw7U5e7Xm9m3gTPNbONOve8iC+6cdvakIwaL6LfKMdZXqopP1aapBX030jJlKtkqa+0yNXuddN18Ve2MFurr13fP05TYvxuF4C7Rsr6uo6E6UyjpsTL1e4XHmzUhbnvsgrSZ09aFRSx1pz1qOLZpg7pdgVs69GNOfWi+BBwLfN/MPkI2wj4FuJPgUMbMdgb+BJzs7id39h1PNsC8nNxQ7nhgO4JMcff7zewM4AQze4hMnr0eOIAR8o/SWqFOZnDwBjJPcTOA+4DvkC0ZWAbg7o+Z2cHA6cBZZOGorgH2d/c7k/reBnyCzIhhFnAjcJC7XzfylyKEEKJNuPtKMzsA+CxwLtlg8KfA+8LULZ39G1HUbN8CvLrzeRzZCq2rgbe7exypQ+ZJ7mHgvWRC/xbgde7+g75fFC0W6u7+SeCTNfItB47sfKryPQK8v/MRQgjRVkZnpE7H50mlH3Z3X0Im2OO+i8imdeucYz3ZYPLUZq0cHq0V6kIIISYpoyTUJyLqNTFqFObX49xhg4f3sXTpXKyvbMlS1fx2WbosP5TPnZfN7w+n7rrHBqjqwzrL09LtCk96tcqXLFlcM7W4AKVsJWE0A9h88+JpptWxzah7bS2j9BmZjLT4d2oz6jUhhBDtQiP1xoy9uacQQggh+oJehUSBKpXfWC/5qTp/2bEpUQ3cj6ViZdRR39dtQ7+XtPWSJ6WqbSXq97hUrcoRYCSq3zdoZllfV6nYS651rO/plEmvch9AI/XGqNeEEEK0Cwn1xqjXhBBCtAsJ9cao18SYMCZWvlWBQarydahU1cb48hNNhVp3lUCJ+ntdsGqPTvRSYvEqx3c82uP0RIuFhazfAy3+ndpMuyaUhBBCCNEYvQoJIYRoF1K/N0a9JkSfaWJRPZKq1hFT6VZYmMdzRi19jFuTEi3e46KFRm2uaf0uWoqEemPUa0IIIdqFhHpjNKcuhBBCTBD0KiSEEKJdaKTeGPWaqE2c22ybJ67xzkTrz7oO9mrFiqkKxFNWqEIgTLS+nrBIqDdCvSaEEKJdaKTeGPWaEEKIdiGh3hj1mmhEP1XxafnJ4kmr1ddZV38eKcQ2H/4pS73I9epBboMK20N6D2hqQPRKO+90IYQQkxeN1BujXhNCCNEuJNQbo14TrWPMVZBlMbr7zEQO3hG7sCqIS2Xc9G6VpZRZvI8TgTBZp56GREK9Meo1IYQQ7UNCvRGyyhBCCCEmCHoVEj3TZqc0E1nFPeYkI6myIC5Nqpssv1WV9ftk6YOuSP3eGPWaEEKIdiGh3hj1mhBCiHYhod6YdulKhRBCCNEYvQqJvjKRPWSN5LVN1rnUUi9yvU7KjxO0pK0EjdQb09p/XDP7mZl5yefiTp5dKvLMSuqbbmafNrN7zewRM7vGzJ4/JhcnhBCimqlTe/vUwMx2MrMLzOyvZvagmX3HzObUKDfPzBaY2c1mtsrM7jCzb5jZrl3yLimRUa8afqcMTZtfhf4fsEWy77nAGcCFyf5Pdtn3ULL9FeDlwAeB24B3A5eY2XPd/YZ+NFgIIUQfGIWRupnNAC4DVgNHAA6cClxuZk9395UVxQ8D9gQ+BywGngB8FFhkZnu7+51J/kuAk5J9t/R8EV1orVB399+l+8zsaGAN8K3k0G3uvrCsLjN7BvBG4Eh3/1pn3xVkP8bJwCH9arcQk5UmMWCGXXFKrYDs7Z0Gkrq9hNFRvx8N7AY8xd1vzU5rvwH+CLyDbABZxqfcfWncYWZXA7d36v1Ykn9ZlYzqJ+2807vQeat6LXCRuy8fZvFDgLXAtwd2uPs6speDl5jZJn1rqBBCiPHAIcDCAYEO4O63A1cDr6wqmAr0zr7/A5aSjdrHjHEj1IFXA5sDX+9y7JNmtq4zL3Khme2VHN8TuN3dVyX7FwPTgN3731whhBCNGBipj+yc+p7ATV32LwbmDr/J9lRgG+D3XQ6/ojP3vtrMFo7UfDq0WP3ehbcA9wP/G/atBs4Gfkz2hrQH8E/AL8xsH3cf6NytgBVd6lwejm+AmR0DHAMwZ86QthOiC2XqxbaqQyc1w9WZp3+cJcXXr8/TMYBLWkXfY6iPA2T9XkJ/1O+zzWxR2F7g7gvCdpVc2HI4JzKzqcAXyeTQV5LDFwG/IlPNbwscC3zXzN7s7ucN5zx1GBdC3cx2AA4E/q2jNgfA3e8F3hmyXtWxjF8MnAgc3st5OzfAAoB58+Z5L3UJIYQYBr0L9WXuPq8fTanBF4C/BV7u7oUXBXc/Lm6b2XeBhWQG3n0X6uNluHQ4WVu7qd4LdKwOfw48J+xeQfc3r4ER+nDn6IUQQowUo6N+r5IL3UbwJU2108g0uke6+4+Hyu/u64HzgR3NbPu656nLuBipky03uNHdbxxGmTiyXgy82sxmJPPqc8ms6W9FCJHTwHy9rEiqch8xxomzkjYHQJpkLCabV0+ZC2yw+qobZnYi8CHgOHc/t0Eb+q4Bbv0dZWbzyDp5yFF6J/8cYD/g2rD7ImBjMuv5gXxTgdcDP3b31X1rsBBCiN4YnZH6hcC+ZrZbflrbBXgeG/o96dJEew/ZuvYT3f0L9S9tUPbc4e731S1Xl/HwavsWMhOcb6QHzOwzZC8m15AZKDwFOAF4DPjEQD53v97Mvg2caWYbkxksvAvYFXjTSF+AEEKIYTA669S/RGa09n0z+wjZqPkU4E4yA+xOU2xn4E/Aye5+cmffYcCZwMXAZWa2b6j3wQE/K2b2BrLlcT/q1LstmeOzZwFvGImLarVQ7wjgNwAXu/v9XbIsJhPObwVmAn8h8xD0cXdPvfW8jUzQnwrMAm4EDnL360ak8aKScaOCjDrlcaLeHVFCH1T9bmvXDru6Zpbf4/A3afX93hZGQai7+0ozOwD4LHAuYMBPgfe5+8OxNcBGFDXbB3X2H9T5RK4A5nfSt5Mtc/s02Vz9SmARmey5pJ/XM0Crnwh3XwtsXXH8q8BXa9b1CPD+zkcIIcQkx93vAF4zRJ4lZAI87nsr2WByqPoXAgc0bmADWi3UhRBCTFLGoRamDajXhBBCtAuFXm2Mek2MORM5Bvtkos4quBg/vXFl4/zPftzYk4wlEuqNUa8JIYRoFxLqjdFrohBCCDFB0KuQmBBMpJVnkynIR+G36msQ9vYilXsNNFJvjHpNCCFEu5BQb4x6TQghRPuQUG+Eek1MOMa7Kn68qNtbpy0fJz+2rN/FSDI+ngIhhBCTB6nfG6NeE0II0S4k1BujXhOiZTSxfh8vFvOj9T/dZrV2m9vWGiTUG6NeE0II0S4k1BujV0YhhBBiglD7VcjMppEFdt8B2BRYBtzSCUsnhBBC9A+N1BtR2WtmthHwauAo4AXANIpxZd3M7ga+CXzJ3W8dqYaKycNkX/LTZD581ObQ4x9t25a0jRMm+/1dC6nfG1Paa2Z2KPBJYCfgEuAjwPXAUuARYCtgV+BvyAT/+83sHOAj7v7nkW22EEKICYuEemOqeu1zwL8C57j7AyV5rgW+TSbQ/wb4EHAMcEo/GymEEGISIaHemKpe283dH61bkbv/Evh7M5vee7OEGAUKquTh65JHSo06Xpe0NfEwVwzo0uCk4/CPXyp3MZKUPhHDEej9KCeEEEIAGqn3wLB6zcwM2B7YYDTu7rf1q1FCCCEmORLqjajVa2b2eODfyQziysps1K9GCSGGR1s9yIkNkfV7DTRSb0zdXvsKsD/wBeBmYM2ItUgIIYQQjagr1PcH3uvu54xgW4QQQgiN1Hugbq8tB7T2XIiW0gbr9xFjgv25x99qQv1O/URCvTF1e+3zwDvN7GJ395FskBBCiEmOhHpjavWau59hZjsAvzOzS4EVG2bxf+5764QQQkxOJNQbUcv00sxeBrwbeErn+yNdPrUwsx3N7PNmdo2ZrTIzN7NduuSbbmafNrN7zeyRTv7nd8k3xcxOMLMlZvaomd1oZq8pOffRZnazma02s1vM7J112y2EEGJiYWY7mdkFZvZXM3vQzL5jZnNqlu27jOoHdddTnAH8CngGsIm7T0k+w1nOtjvwOrLR/lUV+b4CHA18DDgYuBe4xMz2TvKdApxEZpn/UmAhcH7nRWQQMzsaOBv4H+Ag4HzgLDN71zDaLsYxjzGl8JlITEmublyybl3+mcDE32ki35M9MaB+7+Uz5ClsBnAZsAdwBPBm4EnA5Wa2WY1W9lVG9Yu6+o05wHvc/bd9OOeV7r4tgJkdBbw4zWBmzwDeCBzp7l/r7LsCWAycDBzS2bcNcDxwmruf3il+uZntDpwG/KiTbyrwCeBcdz8x5NsBOMXMvuzua/twbUIIIXpldObUjwZ2A54yEGHUzH4D/BF4B9lgtqR5/ZVR/aTuq+H1ZHHUe8bd6wwjDgHWkgWLGSi3DvgW8BIz26Sz+yVk4WDPS8qfB+xlZrt2tp8LbN0l37nA44H9hnMNQgghRpBRGKmTyZmFMWS4u98OXA28skbZfsqovlFXqL8HON7MntfvBpSwJ3C7u69K9i8m66DdQ77VQBrHfXHne27IB3DTEPmEGJdIjTt+iL/ThJg2GQlGR6jvyYYyATK5MJRM6LeM6ht19RvfA7YArjSzlcADyXF395372K6t2NDCHrL18gPHB74f6LLMrls+utSZ5hNCCDE5qJIzW/ZQduD4wHcdGdU36gr1nwKTbn26mR1DFh+eOXNqGUQKIYToA33QOM02s0Vhe4G7L+i10rZTd536W0e4HSkrgG4j/4G3muUh3ywzs+RNqFs+yN6+7q3IV6BzAywAmDdv3qR7qRHjB6luxw9VAV30O2a492URxDJ3n1dxfAXdR+Rlo/C0bD9lVN9o6+TbYmDXzpKDyFyyYDK3hnybAE/skg/gdyEf5HPrZfmEEEKMMQNCvZdPDRazoUyATC4MJRP6LaP6RqlQN7O/H25lZra9me3bW5MAuAjYGHhtqHsq8Hrgx+6+urP7YjILxDcl5Q8HbupYMgJcAywrybeczNpRCCHE5OFCYF8z221gR8cR2vM6x6rot4zqG1Xq98+b2ceALwL/7e6lagIz+zuyhftvAv6BbHF9KWZ2aCf57M73S81sKbDU3a9w9+vN7NvAmWa2MXA78C5gV0LnuPv9ZnYGcIKZPQRcR9apB9BZJ9jJt9bMPkrmbOZu4NJOniOB49xdoWQnARNBtVkWDGRCqHGjxfIEdkCjgC5D0yf1+1B8CTgW+L6ZfYTMbuwU4E4yR2UAmNnOwJ+Ak9395Kx9/ZVR/aRKqD+JbNH8yWQC/vfAjcBSMhP9LckW7s8DHgdcCbzI3X9R47znJ9tndb6vAOZ30m8jcxhzKjCrc+6D3P26pOyJwMPAe4HtgFuA17n7D2Imd/+imTnwAeCDwB3Ase5+FkIIIVrDaAh1d19pZgcAnyXzWWJkRuHvc/eHQ1YDNmJDzXZfZVS/sKGCrpnZNODVZIvo9yVzQjMd+AtwM5kw/7a73zwSDWwL8+bN80XXXjvWzZh01LWALfsDiIO/ylFRnX+QirWvI7k2vGxE3veReuyDsv6YPn0wuWZd8ZwPh7/BtSX+GTfdtLg9c2aenrIuKMwefbSqpV3bE3+f8bJWf7yP1Oftsw+LFi2yfte7997z/Mc/XjR0xgq23dZ+PYSh3IRkSOv3jmr62wTPOUIIIcRIMUrq9wmJYtsJ0TKqRm9lx8b7iK+S9N99nIfknHC2EKJVjO+nQwghxIRDI/XmSKgLIYRoFRLqzZFQF6IFSO06eRgvRnxjiYR6cyTUhRBCtA4J9WbolVEIIYSYINQaqZvZL4D/IPMst3qo/EKMC8Z4KDDmKvcm118oM61wKBqll61Tr6puWnm2ehWME6v4Kut3kSH1e3Pq3lFrgK8D95jZGWa2xwi2SQghxCRmlAK6TEhqCXV3n08WVebrwFuAxWb2MzN7fcfvrRBCCNEXJNSbU1v34+43u/v7gScAbyXzhftfwF1mdlqMdCPEaDN1avdPber8M1Qcm8Jjw/6MCVX/esP8d6zq6403zj+iSLwLhOg3w76r3H21u59L5pz+KmBr4B+BP5jZ+Wa2XZ/bKIQQYhKhkXpzhiXUzWxTMzvSzK4FfgVsQybcdyALO/e3wDf63kohhBCTCgn1ZtS1ft8LeAdZnNjNgO8DH3L3y0O2L5nZfWwYVlUIIYSojazfm1N31vFG4B7gTGCBu99bku9W4Jo+tEuIdlC1ZKrOcqo2/zN1sxmok6/DlOSap07NFX+xSNW8eqGKXrsqnDRtW5vmr7WkbWgk1JtTV6gfCnzf3ddXZXL33wP799wqIYQQQgybWkLd3b8z0g0RQgghQCP1XhgfLpjEpKXu0q+oxiwtU6VuHq1/kDb9U1W1pU47kzxTp04L6e7ZKpcZlv0edftsnHiUk8p9aCTUmzM+ngIhhBCTCgn1ZkioCyGEaBUaqTdHQl1MCAoq97pW3HVUvP1W6ZbppceCKmv+Mir6bOr07ur3vlOmz6/Q87fJ4rxNbRETDwl1IYQQrUIj9eZIqAshhGgVEurNkVAXo8dYPKV1raib6ItjmV7Ljxa9xlDv9ZoTSqdN6v5ujz6ap6dPLy8T2trPYDpN1OdSuQ+NhHpzdHcJIYQQEwSN1IUQQrQKjdSbI6EueqdXlW4/KFMF96oirlA3RzXq+PkDKrdQn1JmSV5T/d5Ee75mXd6H03r1nx/zRbU8FFXzZTS4V/qpyhdFxs8z1S4k1IUQQrQKjdSbM+pz6ma2o5l93syuMbNVZuZmtkuSZ56ZLTCzmzt57jCzb5jZrl3qW9KpI/28qkveozt1rjazW8zsnSN3pUIIIZowINTbFk/dzKaY2QkdufOomd1oZq+pUW4LM/uYmf3CzP5iZg900q/qkvekEpn2vTptHIuR+u7A64BfA1cBL+6S5zBgT+BzwGLgCcBHgUVmtre735nkvwQ4Kdl3S9wws6OBs4FPApcCLwTOMjNz9//o5YKEEEJMCk4BjgdOJJNhhwHnm9nB7v6jinJzgP8HfK1Tx2PAG4Dvmtmx7v7vXcrsB8TIqMvrNHAshPqV7r4tgJkdRXeh/il3Xxp3mNnVwO3A0cDHkvzL3H1h2QnNbCrwCeBcdz+xs/tyM9sBOMXMvuzua5tdziSiQZCPRvmazI+XHCsEeqkoX7bMqDA3/GjFsXGiKqzuwikhHebeg6e4SHrNcRr74YeH37ZpM0uWpDW5p5p4y6vLOAkcM55po/rdzLYhE+inufvpnd2Xm9nuwGlAlVC/HdjN3VeFfZeY2U7Ah4BuQv2X7j7sXhh19bu7D2lZkgr0zr7/A5aSjdqHy3OBrYHzkv3nAo8neyMSQgjRAlqqfn8JmaVpKkfOA/bqNj2cX4+vTAT6AIuAHfrXxHG0Tt3MngpsA/y+y+FXdObeV5vZwi7zFHt2vm9K9i/ufM/tX0uFEEL0SguF+p7AauDWZH8vcuT5wM0lx+40s/Vm9n9m9ikz27ROheNCj9RRn3+RbKT+leTwRcCvyNQb2wLHks1TvNndB96otup8r0jKLk+Op+c9BjgGYM6cOb1cwvihSYztJk9QXVV6SFctIUtV492p9w5bV/O7dhxO2MQ2b7xx8dhwHcelfRNV7lEVX//2yH+fLWbOLM+WLlcboFe1eD/U/P1szySmT+r32Wa2KGwvcPcFPdS3FfCAu3uyv1KOlNGRL/sChyeHbgU+DFwPONkU9T8AzwJeNFS94+Wu+wLwt8DL3b0gmN39uLhtZt8FFpIZxKVqkmHRuQEWAMybNy/9IYUQQrSXZe4+r+ygmR0I/KRGPVe4+/y+tSo793wyQ/D/dPdvxGNhMDrAT8zsLuBMMzvQ3S+tqrv1Qt3MTiMbLR/h7j8eKr+7rzez84FPmdn27n4v+Qh9S+DekH3gzaqWVaEQQoiRZ5QM5X4BPLVGvoG58BXArM6KqTjIG5YcMbPnABcClwFH1WzrN4EzgeeQrd4qpdVC3cxOJLMMPM7dz21QxUDHD8x57ElRqA/MgfyuWQvHMU1U6f1Uszfw1Fal0m2iCk/Vz92oqnf9+vJjA2y0Uf32jDbptcX+6HWhQ5Vztzp1REv8Gakqvp/eA/t9v9dBavkhGQ2h3jFcK5vP7sZiYBPgiRTn1WvLETPbi2wJ9g3AaxqsuhpSY9xaQzkzew9wKnCiu39hGOWmAq8H7nD3+zq7rwGWAW9Ksh9O9nZ1de8tFkII0Q9aav1+MbCW7nLkJne/vaqwmT2JTN1/G3Cwuz8yjHMPnPPaoTKOySujmR3aST678/1SM1sKLHX3K8zsMDJVw8XAZWa2byj+oLv/rlPPG4BXkq0PvJPMUO7dZAYFbxgo4O5rzeyjZM5m7iZTXxwAHEmmBVgzMlcqhBBiIuDu95vZGcAJZvYQcB3ZAPIA4JCY18x+Cuzs7rt3trchE+jTgH8G5ppZLHK9u6/u5L0e+E8yB2pOZhx3HHCxu182VDvHSg90frJ9Vuf7CmA+cBBgne+DkrwDeSCzeN8G+DTZvMZKsnV/B7n7JbGQu3/RzBz4APBB4A7gWHc/i4nKBibifbRej1SZSpdYrxdU6RVOXaKKuErdXa7GzdOpKrzKErzb/lRdXaZar1LrjxfN60i185FkbBL7KlrPF/u2qFCcPn1G17obzQ4FxzpT1tV8t6+7PKKulXyhQePkBhkF2uZ8psOJwMPAe4HtyATv69z9B0m+jSjK17nAzp10mhdgV2BJJ30L2Squ7clu/tuAk4F/rdPAMbmD3N2GOP5W4K016llI9pZU97xnk7mKFUII0VLa6FEOMkNssmnhU4fINz/Z/hnZQLXOOQ5r2Dyg5YZyQgghJh9tFerjAQl1IYQQrUJCvTkS6hOBJnN8ZfubeHoLwT82CPIR5kn7OVdeRdk8ejrXXcdrWmT69KHzVLVlOMdGiiZxdCJTyEM3rFk3fA99Vb9BJN4TVUviys5TteQxtqF4DxQD10yP8+3huhu5yytrnObaRZ/RnSKEEKJVaKTeHAl1IYQQrUNCvRkS6uOFumr1JnGo6y5JC+rJsiVp6ZKlqEat27QmDsPK1OxVl1amTi+oWnul8nfrQx0D1FTPdo+MPnCeGucM+6cl5yzEQy/xa1UVZ72fjuLS5YerV3dPV50n3h/Tp08J6XxJXalaHvofE76MCaia10i9Oa31KCeEEEKI4THxXvGEEEKMazRSb46EepupUt/1U81eomKHokYxWrKXGQD3I+ZLHev1qjIxPW1qUI9uYJpfo+H9DhIyUvT7nD0G/Inx0GNwltQLX9nKhxjDJZ0mKfymgWiNnzazzJq+6nJivtiGeA2bb95dLQ+Jh7omU2TDDXA/1LFxhIR6cybGHSCEEGLCIKHeHAl1IYQQrUJCvTkS6m2jrpquiUV00CGWWbI/tKJYJFoK91Pjv8kmeTp1SBJVnWXlN7BQL2tcHRV7eiyeqIk1clm9demHCrXXf8Q66vea92QxHnrRNjfee/Gy4z0wjSTQysPdvdFEa/xZs4qq8Ace6FqkUhVfdiy2Mz4f8Z4G2HTT/BmbObMkcEyVxXyd/VVMEFW8GB761YUQQrQOjdSbIaEuhBCiVUj93hwJdSGEEK1CQr05EuptoM48el0XbHF5WrLEpmzuPM4L1p3iq7E6DijOM266aZ4uzJmmS5TqzI9X0eu8ZK/z6JGxmtfs53mb/LuWTJany77KKNwT6Rx6dEtX8ltNmV4ss9WsWYPpVY/m8/oPPZTnST3NDXfZZvrsxPqip8XNN8/n16fPLC4hnfLoqqFPOgnm1yXUmyOPckIIIcQEYXy9vgkhhJjwaKTeHAn1tlE37nLJ+p+CanFpsUiZmr1Ks1e2zKhsedrmmxfLxzKlHrZS9WofA5g0WntXtr/fKsy2BVQvI7azbnDzkaRw75REiEnd0IUycYnd9K3z6YC0qqgyr/PspF1T5pFu5co8vdlmxTKbb563Z8bMBjHc+zl1NMZIqDdjfP/qQgghJhwaqTdHc+pCCCHEBEEj9TZQ9kpaDOhcOBSDV6wIavao2qtryV52ynS7LMhGqYodiqr1fsZ9r3usiQpyIgfPqGpzHa968ceu8ihX0od1HSPG+zuN2156DVUq6pL7bcrMEIQmufmjF7jCypESi/kq9XtU7VfNZhRV83kflKrlu1UyQN0VMy1EI/XmtPuXFUIIMemQUG+OhLoQQohWIaHeHAn1saDKxLwktnkakCJuF2Keh/TatcUyMXBKmVq9EHsjyTdjeok17gM11Z5NqGN+X1Wm18gzgccmuAnKlDpTGFXm3g1UurG6eL/G/WlwloJjmbLpgKroLGUNSNTvU8L2jHBtM7YuWW0S1PJQrmaP6Whhn9YRVfZlanmALbfM+2eD4DfjGAn1ZkzsfykhhBBiEqGRuhBCiFYh9XtzJNSFEEK0Cgn15oy6UDezHYEPAfOAZwCbAru6+5Ikn5dU8Ux3vyHkm9Kp7x3AdsAtwMnu/j9dzn008AFgV2AJ8Fl3/2JvV9SAirnHuJRn2X35/nROPc69rV/fva50eVqcL3/c4/J09AJXmDeH4sTespperYZL1ZKlJnPqZXXVXOIz0efOyyi77imEe6Ls94BG90ScR4/Lw+I9nd77MThLefCfmvP9VWXKluiFfDPivPvWxf5YtXnen/Ea4iO1IgRWgmIfxHQsk9q9xL6aNSu3wyk8y+NMQrZVqA9H3nQpew5wRJdD/+bu70vy7gf8K/BM4K/AfwEnuvsjGxYvMhYj9d2B1wG/Bq4CXlyR9xzg7GTfH5LtU4DjgRM7dR4GnG9mB7v7jwYydQT62cAngUuBFwJnmZm5+380vhohhBB9pa1CnZrypoKlwCHJvnvjhpk9HfgJcAlwMNkg9NPAE4DXD3WCsRDqV7r7tgBmdhTVQv1ud19YdtDMtiHr4NPc/fTO7svNbHfgNOBHnXxTgU8A57r7iSHfDsApZvZld09sxYUQQoiMuvJmCNZUybQOHwfuAl47IJfMbA3wdTP7lLtfV1V41IW6uz82dK7avASYBpyX7D8P+KqZ7erutwPPBbbuku9c4G3AfsDlfWzXsCh4hwvquKiyS1WQZZrBquVps2fn6S2iV6oyFTvUC+BRd3lZXa9vNZb41XWWVao6TihTPY9jp1x9I/ZNoT/7QFxmWeWdLRKXkcXgLD0vX6zrba9sfVpSvhA4Zrt82Vl8ltNTlqnp68ZziUydXeGVbxzQwpF6XXnTGDPbGDgIOCMZaP438CXglUClUG/75OG7zGy1ma0ys8vM7O+S43sCq4Fbk/2LO99zQz6Am4bIJ4QQYowZUL/38hkB6sqbKrYxs2Vmts7M/mBmHzKzjcLxJwLTSWSVuz8K/KnOOdr8+nYe8APgHmBn4IPAZWb2Inf/WSfPVsAD7p4a1S0Px+P3iiHyFTCzY4BjAObMmdPgEoQQQjShD0rd2Wa2KGwvcPcFPdRXV96UcQPZPPxiMsH9ajIbrycBRyV1pLJq4DxDnaO9Qt3d3xw2rzKz75O9vZxKpi4fjTYsABYAzJs3r8waf9ikqt6oZvvrX/N06qEqEmOYb7llno5W7XE/wLR1q/KNZQ10e71apddVAYb6Yl81efvuVXU8DrWW7SP8cFOnTyscamKUHp+LGA89BmdpEmymchqo7Oar8mIXA8cEL3hbRbV80h/xUYqq+KrVLtErXfwvKXqNLP7nTJva32mUlrLM3eeVHTSzA8kM0obiCnef32tj3P3MZNePzOxh4H2dufI/9noOaLFQT3H3h8zsh8Dbw+4VwKyOBXsUugNvM8tDPoAtKVoapvmEEEKMOQ6UrNXtH78Anloj38BoqK68GQ7fBN5HtsT7jxRlVcpW5Kr+UsaNUA/EzlwMbEI2DxHnOQbmHX4X8kE2J3JvRT4hhBCtYGSFuruvAm4eRpG68qZRczrffyKbt98zHjSz6cBuwPlDVTRuhLqZbUG2Zu/asPtiYC3wJrJlAAMcDtwULBGvAZZ18l2a5FsOXD0SbS6zqE7ViWWBLDbdNE+nfj7K1OyFgA6pyXwdNXuvjmB6jV9Oucq9iSV6v621RaCutXhgyrpiwJGpYUVDHVU8lDtlKcRDTx+YMiv1Kmc6Zer3Oul0u8SUfUZyzhmzc9V8dCQT1e8xuEtSXem0xYaXNnIrGvrDqIzUh0tdeTMc3kR2sb8CcPc1ZnYx8DozO8ndB37RQ8leKC4cqsIxEepmdmgn+ezO90vNbCmw1N2vMLPjgaeQLTMbMJQ7nsyDz5sG6nH3+83sDOAEM3uIzNT/9cABhAX+7r7WzD5K5mzmbjLBfgBwJHCcu0+c0EZCCDEhaNfLRl15A2BmPwV2dvfdO9s7ky2h/hbZKH8TMkO5twJnu/ufQvGTgIXAf5vZvwO7kDmfucDdfz1UO8dqpJ6qEM7qfF8BzCdzvffqzudxwINko+m3u/u1SdkTgYeB95K77Xudu/8gZnL3L3Zcz36AzJL+DuBYdz8LIYQQYmhqyRtgI4ry9SEyrfCHgG3J3lhuBt5DLv8AcPcbzOzFwKeAH5K5if1P4J/qNHBMhLq72xDHLwIuqlnXejKL+FNr5D2bDd3OCiGEaBWtVL/Xljeptby7LwdeNYzzXEnmNG3YjJs59fFCk2AgcYlKdJBVtmwNYNqjD+YbvS5Pq1qSVmfuvO48egtdRIlRoOJ3j0u64q1W5rQt3Y7LuWbOzOuaUjfYTN0lbbG+ukFk6nihi3PtULCDmRHOX/Cct8usQpHlD+T/OWl13ZqSbrdzfr2dQn08IKEuhBCihUioN0FCXQghRMvQSL0pEuoN6He87TIN9xbTg1H+fSG4OhSXq9VdnhZVeGXLf1K1ZYl3t7o0UefVXcYWKQ3iIlpN/K2mT58S0nmeKtVxWRCYGXW9w1XdbGWeDQnL8KZXqPzLotJEHXl6znQZ6uCJSqI2AVttt13e5NlbDHn6KkYyeI8YHSTUhRBCtBC9VDRBQl0IIUTLkPq9KRLqLSBq0wpBV+4KKvcq73CRmqr0MlV8jFkOwzdY38AQvkYFTdT6CrTSQoYbAAUK9/H06Xlwlo1CMMr0ty4zKo9e12ZsXaEKL3t2KvT8UeVeprGPVuQA05pYzEfKTNkryszINfFMnZmr4nsNhpQy8qp5CfWmtD2euhBCCCFqovGOEEKIFqKRehMk1MeAVCteCHIR1exVVrJlTjOiWj2xki1TzUeVe5WlcZ3T11bLVejPm6gKm6gD+72KYTJQ2zq6bnSWGHM81Lf55vl5ooV7VXUx36pHi7/tjDLPNjUDskQr9/qrM/I2lKri02e0rMIqp1LxfyL8f0zbLi6rKU6rtR+p35sioS6EEKKFyPq9CRLqQgghWoZG6k2RUG9AVBP2xSFLmWVuVaznOs5jqsqMlPl4tZPpWkXqFK9sfo1zihZSYgkfYyAk2UrT0RIeEmv4Oo5okgqjY5nUyr0WVc9yGXWnCSIlMdynzZpVyKapp4mL/vGEEEK0EI3UmyChLoQQomVI/d4UCXUhhBAtQ0K9KRLqo0RhHr1i7q507q3unHrNiee6c2plVZQuY6u5Hq0QIKPmNHzl0jnFam8XdZe0lRyLyzw33bS4HKssiEvZYwSwKiyRK8Qmr7mkLVZeWJ5W8zkqLAWsml9vEnimTr7EC92UHgM1jQ6yfm9CW39NIYQQQgwTjdSFEEK0DKnfmyKhPoKUetyq8g5XpkqvGee8oLqu29CSplRRuLa6gZtD5b3GTBfjlKroLCXpmTOL6vdHHsnT8bGIjtXSWzI6apy+Xb5cbsr0kDENoFIj8Mu0imWipd73aq/NLKFq+q5usJpAr0t0Rw4J9Sbob1IIIUTL0Ei9KW16LRNCCCFED2ik3md6jjNcI+gK1NN4V2n5y/ZXtr+OlW16krC9Zl3+DlkVn6KWdrJKZ19SqN+qxTK1ZZU6c6KVqUWVirlG3PVCwCNg883zZ2Hlyu6nSZ+PkpgnbBUt4dNCj5ao5svu/WSKbEqJ57iqPqwzLTU1+S+YNrO3lQax49qlitdIvQkS6kIIIVqGoyVtzZBQF0II0UI0Um+ChHqP9Kxuh1KL96o455G68UsaxTkZblCJ1AI4XkOFyr2MRrHaR4ky9WSV2rJOmfQ666jCq8r0s219p46TmkQtPj1Yw2+2Wfds0UIeYMWK7qecHuKkz0jV5XVU7nVv5BJVfF0/MlVlmF4jbnsDxvZ5k6FcU8Z60kQIIYQQfUIjdSGEEC1DI/WmjPpI3cx2NLPPm9k1ZrbKzNzMdknynNTZ3+3zaJJ3SUm+V3U599FmdrOZrTazW8zsnSN7tUIIIZrxWI+f/mNmU8zshI7cedTMbjSz19Qot0uFTHMzOyzkLZN/36vTxrEYqe8OvA74NXAV8OIueb4MXJzs26yz78Iu+S8BTkr23RI3zOxo4Gzgk8ClwAuBs8zM3P0/hncJPVI1od3Aw1RfPa018VZV4VWrrPjatXl6442L1fUaLGakGKs5xrLzVrWnbfYHg/S4vA1gyqOrBtObb557h4vL2x56qFhFDAJT8C4Xbt0Zs8PytjRj2fx6XBJXsZwz0iQ2S1W1BVuZYCMwpSzTuKC1I/VTgOOBE8lk2GHA+WZ2sLv/qKLcvcBzu+w/FdiPTIal7EexE5bXaeBYCPUr3X1bADM7ii5C3d3vAu6K+8zszWTt/XqXOpe5+8KyE5rZVOATwLnufmJn9+VmtgNwipl92d3XlpUXQggx2rRLqJvZNmQC/TR3P72z+3Iz2x04DSgV6u6+GijIKDObAewDXOTuK7oU+6W7D/ttbNTV7+7edAhxBPBnur/RDMVzga2B85L95wKPJ3sjEkIIIcp4CTCNDeXIecBeZrbrMOv7e2Bzug9UGzMuDOXMbCdgf+DMkjeXV5jZKmAj4HqyN6nvheN7dr5vSsot7nzPBS7vX4tHnrKwyz3TRB8Y2MDzXUmQjY02ytM1tZbVjJAXudaqsScidW/qcGzGzPz32Wyz/LdOY7NE9XuZd7nZsxNPbWXtKZuGSu/BkmVskarHrarqWozrCEitVL/vCawGbk32Rzly+zDqOwK4nw2nmge4s6MduAv4FnCSuz9SkneQ8fKrH06mVej2RnMR8CuyztwWOBb4rpm92d0H3qi26nynKo7lyfECZnYMcAzAnDlzGjdeCCHEcOlZqM82s0Vhe4G7L+ihvq2AB9zdk/2VcqQbZvYE4ADg37oMVG8FPkw2QHWyKep/AJ4FvGiouseLUH8LcL27/yY94O7HxW0z+y7Z3MUn2VBNMiw6N8ACgHnz5qU/pBBCiBGhL25il7n7vLKDZnYg8JMa9Vzh7vN7bUzCm8kGquekB8JgdICfmNldwJlmdqC7X1pVceuFupntA+wBvK9Ofndfb2bnA58ys+3d/V7yEfqWZFaIAwy8WdWyKhwxohe5BuriXlXxlRbmdQK3lMRJh6KVexmV6vdRstqVmn2MqBNlqOqeDKrwMkt4KI+1Hq3kVyR6vG3LLNvLVPGpWr7k2Vm3rqjmL6NO11TlE0PyC+CpNfINLLdYAczqrJiKg7wmcuQtwA3dBqolfBM4E3gO2eqtUsbD7XAEsBb4rwZlBzp+YM5jT4pCfW7n+3fNmiaEEKL/jPycuruvAm4eRpHFwCbAEynOqw9LjpjZc8heJv5hGOceYEiNcavdxJrZNLJ1gP/r7ktrlpkKvB64w93v6+y+BlgGvCnJfjjZ29XV/WmxEEKI/rC+x0/fuZhsgNlNjtzk7nWN5I4A1jG8gerAOa8dKuOYjNTN7NBO8tmd75ea2VJgqbtfEbIeTKba6Gryb2ZvAF5Jtj7wTjJDuXeTGRS8YSCfu681s4+SOZu5m0x9cQBwJHCcu69J6x5R+uBgpo6VbO2Q43W9YURK4r6nGsj1Jc9WdDiTXlstVXhFH459HGjRM3Wd1NSwhIeij5hYPN6fqcqeXWbl6VkhXWb9nlISDGlqRaCmuir3iU/7rN/d/X4zOwM4wcweAq4jG0AeABwS85rZT4Gd3X33ZH8cqN7f7Txmdj3wn2QO1JzMOO444GJ3v2yodo7VrXJ+sn1W5/sKYH7YfwTZSPoHJfXcDmwDfJpM+K8EFgEHuXthPbu7f9HMHPgA8EHgDuBYdz8LIYQQLaNdQr3DicDDwHuB7cgE7+vcPZVRG9Fdvr6czDdK1dr0W8hWcW1Ppk2/DTgZ+Nc6DRwToe7uVjPfK4c4vpDsLanuec8mcxUrhBBCDAt3X0/m2vXUIfLNL9n/XaBS/rn7YVXHh2LSKXWEEEK0nb4saZuUSKi3jDifXDU3XGfuvGrpS+kytqpJvpgO8+iPVcwRRs9xcR69IgZMz8vYyvpQy9ZaTq8Tx2EOe8stZxQOldl2PBL8c6VT5csfyO+drWbPzg/E+zN1XRcpWfo2bVa0Ryk+43Vu/cnjXa6V6vfWMx5/aSGEEBOa9hnKjRck1IUQQrQMCfWmSKhPAOpq1grq55LlNpU6+5gOa4SqVviUqdxjurZavOaFSuU+Aah7U5foq6dRXKU6a1Z3L25V2vN4bPrsLQbTM7YLmWJEmKoHIR4LFU9Lgr7EeOjjLgS6aAUS6kIIIVqIRupNkFAXQgjRMqR+b4qEeovpWXXcRH9XFRM6HFuzrrtlfhpCukx7X3ltPVrqSuU+wai6H2q6UJwxPb8nps7O7914v9bVnk+dmavip20XKkh1+WXtqYjNPiVUF+O5T04viXqOmzAZ7xQhhBBiQqKRuhBCiJYh9XtTJNQnGnVV7mV68UTVWUftV1c7KrW46AtNpmfCcxHV2jNndlfFJ0XK9wfHS9Ni0BcoX2FSs52RwlPY4BmtHTmmgtFfVSKh3gQJdSGEEC1DI/WmSKgLIYRoIdLsNUGGckIIIcQEQSP1iUaPy8HqLp1p5MVOiJGkwb0/bWpY6ja1/N6vMyWePjtT0kn64VQ26ZH6vSkS6kIIIVqGhHpTJNSFEEK0EAn1Jkio98gGKrc66uYq9dsYxD3up7cqqdvFeCW9d+Nz0eSxLF0C1udnvNYz1+MSNjF+kFAXQgjRMqR+b4qEuhBCiBYirV8TJNQbUKWW6tnrUlVs85YilbuYiMT7uldV9Ih6YytEmyn5z6j4L2mnml0j9aaMD6khhBBikiGh3oQ2vqIJIYQQogEaqbeBMpX7CKrie1W5SeUuJhOtVsWXqd97DNQ0tkj93hQJdSGEEC1DQr0pEupCCCFaiIR6EyTUhRBCtAxHS9qaMaoTK2Z2qJn9j5n9n5k9Yma3mNknzWzzJN+WZvZlM1tmZivN7FIz26tLfdPN7NNmdm+nvmvM7Pld8k0xsxPMbImZPWpmN5rZa5pexxQeG/xU8VjIWZt16/JPzbqbnKfsGrrXuuFHCDF6VD7j8T+j5v+HaIaZvd/MLurIHDezk4ZZfj8z+0VHXt1nZmeY2aZd8u1pZj82s4fN7C9m9jUz26rOOUbbWuJ4Mp3KPwEHAf8BvAv4iZlNATAzAy7qHD8OeA2wMXC5me2Y1PcV4GjgY8DBwL3AJWa2d5LvFOAk4AvAS4GFwPlm9rL+Xp4QQoj+sL7Hz4hwNLAN8L3hFjSzpwM/Ae4nk1cfAd4GnJPk2wH4GbApcCjwbuBA4AcDcrKK0Va/v8Ldl4btK8xsOfB1YD5wGXAI8DzgAHe/HMDMrgFuB/4ReE9n3zOANwJHuvvXOvuuABYDJ3fqwcy2IXuZOM3dT++c93Iz2x04DfjRiF2tEEKIBrTWUG5Pd3/MzKYC7xxm2Y8DdwGvdfe1AGa2Bvi6mX3K3a/r5Psg2UD2Fe7+QCffPcAVwKuA71SdZFRH6olAH+BXne8ndL4PAe4ZEOidcn8lG72/MpQ7BFgLfDvkWwd8C3iJmW3S2f0SYBpwXnLe84C9zGzXZlfTA1OnDv8zgkitLkR96k5Rjdo01hj/f4wMA0K9XSN1d2/0o5nZxmTa5/8eEOgd/htYw4ay7YcDAr1z3iuBO5J8XWnDYsUXdL5/3/neE7ipS77FwBwzmxny3e7uq7rkmwbsHvKtBm7tkg9gbsN2CyGEEHV4IjCdRLa5+6PAn+jIoc78+q5pvg6LqSGvxlSom9kTyFTll7r7os7urYAVXbIv73xvWTPfVuH7AXf3IfIJIYRoDY/1+GkVA3KmTGYNHN8SsBr5ShkzvUxnxP19YB2ZsUDrMLNjgGM6m6tto426vT2J+swGlo11IyYA6sfeUR/2h6eMTLV/vQQumt1jJdPNbFHYXuDuCwY2zOxAMsO1objC3ef32JZRY0yEekfFcBGwG/ACd78rHF5BPhqPpG86K4CdK/ItD/lmmZklo/U03wZ0boAFnTYvcvd5ZXnF0KgP+4P6sXfUh/0hEZp9w90PGol6E34BPLVGvnSKtwkDcqtMtg1MBz9AZlBQlq9UXg0w6kK9YzBwATAPeJG7/zbJshh4cZeic4E73P3hkO/VZjYjmVefS2Z4cGvItwnZnMatST6A3zW9FiGEEOOTjty4eZRO9ycy2649404zm042uD1/oE1mtiTN12EumQV8JaPtfGYK8A3gAOBV7r6wS7YLgSeY2QtCuS2AV3SODXARmdn/a0O+qcDrgR+7++rO7ovJrOTflJzncOAmd7+9p4sSQgghKnD3NWSy6HUdOTXAoWSDzijbLgRebmaPG9hhZvuRaaZjvq6M9kj938mE8CeAlWa2bzh2V0cNfyFwDXCemX2QTG1xApnxwL8OZHb3683s28CZndH/7WSObHYlCHB3v9/MzgBOMLOHgOvIBP8BdNay12TB0FnEEKgP+4P6sXfUh/1hUvWjmc0DdiEfEM81s0M76R8NaI3N7CvAEe4eZexJZI7P/tvM/r1Tz6eBC9z91yHfp8kGnRea2SeBx5HJvl8C3x2yke4+ah9gCdl8QbfPSSHfVsBXyeYPVgE/BZ7Rpb5NgTOA+4BHOxc9v0u+jci89/wfmQrkN8Cho3nt+uijjz76jO8Pmfe3Mhm2S5qvS/nnkw1aHwX+DJwJzOiSby8yI76VZAPbc4DH12mjdSoQQgghxDinDc5nWouZ7WRmF5jZX83sQTP7jpnNGet2jTVmNr8TzCD9PJDk62tgnvGMme1oZp/vXNuqTn/t0iVf34MUmdnRZnazma22LIjScN1btoZh9GO3+9PTuBCTsR9tggTWEiWMtTqjrR9gBvBHMs8+ryJzz/dbMivGzca6fWPcN/PJ1E3HAfuGz7yQx4Cfk/k6fgOZi8QryNYG75jU9w2ypRxHAy8k8238CLD3WF9rn/vsz2SxBi4hUdcNty/I7FJWk8U12B84m8zjxsuSfEd39n+ik+/Uzva7xrpPRrgfHfhacn/uS6LqnIz9SGdel8z26AXA+zr33EJgSidP35/fun2tT4+/71g3oK0f4L1kDoR3D/t2JXOW8/6xbt8Y9838zp/mgRV5XtnJs3/Y9zgyO4nPhX3P6OR7W9g3FbgFuHCsr7WPfTYlpI/qJozq9gVZlKjVwMeT8j8FfpOUvR/4epLvq50/543Hul9Goh87xxw4dYi6JmU/Alt32feWTp8d0Nnu6/Nbt6/16f0j9Xs5hwAL3X1wbbtny9+upoZTfdH3wDzjGq8XCKLfQYqeC2zdJd+5wOOB/YZzDW2gZj/WZVL2oyuw1oRGQr2cqsAyCgKT8Q0zW29mfzGz/0rsDfodmGcy0O8gRQMOLNLfYbIEM3pXZ/57lZldZmZ/lxxXP+YosNYEQUK9nKqAMd1c+E0m/gp8hkz9eQBwCnAgcI1l8euh/4F5JgP9DlJUFkRiMvTtecD/I7svjyEbUV9mZvNDHvUjCqw10RiPgXbFGOPu1wPXh11XmNmVwLXAe8h8AggxZrj7m8PmVWb2fbKR56mMM3X5SGLjILCWGB4aqZezgnKn+t3eTCc17n4d8AfgOZ1dVf03cLxOviEDGEwg6vbFCjpBimrko0udk65v3f0h4Ifk9ydM8n60YmCtl3jzwFr9vGdFj0iol7OYcqf6CgJTzoB6rar/0sA8u5rZjC75YmCeyUDdvohBitJ8kN+fA/OV6e8wmYMZRfXvpO1HKwbWepl3D6zVz+e3bl+LHpFQL+dCYF8z221gR8fJxfOo4VR/smGZT+SnkKngof+BeSYD/Q5SdA3Zkqtu+ZaTreSYFHTuvYPJ70+YpP1oCqw1odGcejlfAo4Fvm9mHyF7wz8FuJPMacKkxcy+QRZA5zoypxPPJAu6czfwuU62vgbmmQhYHvjh2Z3vl5rZUmCpu19Rty+8ZpAid19rZh8FzjKzu4FLO3mOBI7zLHLUuGOofjSz48leMC8H7iGLbnU8sB3qRxjfgbXEUIz1Qvk2f4A5wP8ADwIPAd+ji6OLyfYhe7h/Q2YFv5bsRWcBsH2Sr6+Becb7h/JAED8bbl8wjCBFwDvI7B1Wk3lJ/H9j3Rcj2Y9ko8mryUbXa4G/kAmpfdSPDgqsNaE/CugihBBCTBA0py6EEEJMECTUhRBCiAmChLoQQggxQZBQF0IIISYIEupCCCHEBEFCXQghhJggSKgLIYQQEwQJdSFajpltZmb3BE9qvda3qZnda2av60d9Qoj2IKEuRPv5AJl3tP/pR2Xu/giZq89/6bj2FEJMECTUhWgxZrYJcBxwtvfX/eM5wE7Aq/tYpxBijJFQF2IE6ajObzaza+Oo2MxebGaPmdm7h6jiVWQ+uL+d1HuOmd1lZvPM7Bdm9oiZ3WJmL+8cf7+ZLTGzB83s+2a2dSzv7iuAS4Cj+nGdQoh2IKEuxAji7iuBNwDPIIvyh5ltC/wncJG7//sQVRwE/N7dl3U5tkWnni+TjbjvB/7HzD4D7A+8G3hfJ93tPFcCLzCz6cO8LCFES1HoVSFGGM/CU34YON3MLiULA7oeeHuN4vuShansxubAO939SgAzuwe4kSxu+Fx3X9/Z/zTgODPbaGBfh+uBacCzgF8M/8qEEG1DQl2I0eFM4EXAD8gE6YtKRt8pO5CpybuxckCgd7i5831pIrxvJnvWtwfuCvuXhnMIISYAUr8LMQp0jNzOBTYBbnT3n9YsOp0s9nQ3HkjOsaaTXJHkG9ifqtkf6XxvWrMtQoiWI6EuxChgZtsB/0amSn+Gmb23ZtG/AFuOULO26nzX0RgIIcYBEupCjDBmZsDXyUbcB5Kp4j9lZk+vUfxmYLcRatqune9bRqh+IcQoI6EuxMjzfjJhfnhnKdmHgd8B3zSzoVTfVwLzzGwkntW/Ae5299tGoG4hxBggoS7ECGJmzwL+Bfiku18Bg3PfbwB2Ac4YoopvA48D/m4Emncw8K0RqFcIMUZYf51UCSH6jZn9DLjV3fvmKMbM/oZsGdtT3f0P/apXCDG2SKgL0XLM7HnApcDu7n53n+r8LrDC3Y/sR31CiHYg9bsQLcfdrwb+Adi5H/V15vFvAE7sR31CiPagkboQQggxQdBIXQghhJggSKgLIYQQEwQJdSGEEGKCIKEuhBBCTBAk1IUQQogJwv8Hxxj+oeSPEB4AAAAASUVORK5CYII=\n", "text/plain": [ - "
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" ] }, - "metadata": {}, + "metadata": { + "needs_background": "light" + }, "output_type": "display_data" } ], @@ -578,6 +584,17 @@ "source": [ "As we can see, the wave is effectively damped at the edge of the domain by the 10 layers of PMLs, with diminished reflections back into the domain." ] + }, + { + "cell_type": "code", + "execution_count": 18, + "metadata": {}, + "outputs": [], + "source": [ + "assert(np.isclose(norm(v[0]), 0.1955, atol=0, rtol=1e-4))\n", + "assert(np.isclose(norm(v[1]), 0.4596, atol=0, rtol=1e-4))\n", + "assert(np.isclose(norm(p), 2.0043, atol=0, rtol=1e-4))" + ] } ], "metadata": { @@ -597,7 +614,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.8.5" + "version": "3.9.16" } }, "nbformat": 4, diff --git a/tests/test_symbolics.py b/tests/test_symbolics.py index fccf793495..8015bb403a 100644 --- a/tests/test_symbolics.py +++ b/tests/test_symbolics.py @@ -9,7 +9,7 @@ Operator, SubDimension, norm, Le, Ge, Gt, Lt, Abs, sin, cos, Min, Max) from devito.ir import Expression, FindNodes from devito.symbolics import (retrieve_functions, retrieve_indexed, evalrel, # noqa - CallFromPointer, Cast, FieldFromPointer, + CallFromPointer, Cast, FieldFromPointer, INT, FieldFromComposite, IntDiv, ccode, uxreplace) from devito.types import Array, Bundle, LocalObject, Object, Symbol as dSymbol @@ -31,6 +31,18 @@ def test_float_indices(): assert indices == 1 +def test_func_of_indices(): + """ + Test that origin is correctly processed with functions + """ + grid = Grid((10,)) + x = grid.dimensions[0] + u = Function(name="u", grid=grid, space_order=2, staggered=x) + us = u.subs({u.indices[0]: INT(Abs(u.indices[0]))}) + assert us.indices[0] == INT(Abs(x + x.spacing/2)) + assert us.indexify().indices[0] == INT(Abs(x)) + + @pytest.mark.parametrize('dtype,expected', [ (np.float32, "float r0 = 1.0F/h_x;"), (np.float64, "double r0 = 1.0/h_x;")