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symmetric and nonsymmetric part functions added
| 1 | #!/usr/bin/python |
| 2 | # $Id$ |
| 3 | |
| 4 | """ |
| 5 | program generates parts of the util.py and the test_util.py script |
| 6 | """ |
| 7 | test_header="" |
| 8 | test_header+="import unittest\n" |
| 9 | test_header+="import numarray\n" |
| 10 | test_header+="from esys.escript import *\n" |
| 11 | test_header+="from esys.finley import Rectangle\n" |
| 12 | test_header+="class Test_util2(unittest.TestCase):\n" |
| 13 | test_header+=" RES_TOL=1.e-7\n" |
| 14 | test_header+=" def setUp(self):\n" |
| 15 | test_header+=" self.__dom =Rectangle(11,11,2)\n" |
| 16 | test_header+=" self.functionspace = FunctionOnBoundary(self.__dom)\n" |
| 17 | test_tail="" |
| 18 | test_tail+="suite = unittest.TestSuite()\n" |
| 19 | test_tail+="suite.addTest(unittest.makeSuite(Test_util2))\n" |
| 20 | test_tail+="unittest.TextTestRunner(verbosity=2).run(suite)\n" |
| 21 | |
| 22 | case_set=["float","array","constData","taggedData","expandedData","Symbol"] |
| 23 | shape_set=[ (),(2,), (4,5), (6,2,2),(3,2,3,4)] |
| 24 | |
| 25 | t_prog="" |
| 26 | t_prog_with_tags="" |
| 27 | t_prog_failing="" |
| 28 | u_prog="" |
| 29 | |
| 30 | def wherepos(arg): |
| 31 | if arg>0.: |
| 32 | return 1. |
| 33 | else: |
| 34 | return 0. |
| 35 | |
| 36 | |
| 37 | class OPERATOR: |
| 38 | def __init__(self,nickname,rng=[-1000.,1000],test_expr="",math_expr=None, |
| 39 | numarray_expr="",symbol_expr=None,diff=None,name=""): |
| 40 | self.nickname=nickname |
| 41 | self.rng=rng |
| 42 | self.test_expr=test_expr |
| 43 | if math_expr==None: |
| 44 | self.math_expr=test_expr.replace("%a1%","arg") |
| 45 | else: |
| 46 | self.math_expr=math_expr |
| 47 | self.numarray_expr=numarray_expr |
| 48 | self.symbol_expr=symbol_expr |
| 49 | self.diff=diff |
| 50 | self.name=name |
| 51 | |
| 52 | import random |
| 53 | import numarray |
| 54 | import math |
| 55 | finc=1.e-6 |
| 56 | |
| 57 | def getResultCaseForBin(case0,case1): |
| 58 | if case0=="float": |
| 59 | if case1=="float": |
| 60 | case="float" |
| 61 | elif case1=="array": |
| 62 | case="array" |
| 63 | elif case1=="constData": |
| 64 | case="constData" |
| 65 | elif case1=="taggedData": |
| 66 | case="taggedData" |
| 67 | elif case1=="expandedData": |
| 68 | case="expandedData" |
| 69 | elif case1=="Symbol": |
| 70 | case="Symbol" |
| 71 | else: |
| 72 | raise ValueError,"unknown case1=%s"%case1 |
| 73 | elif case0=="array": |
| 74 | if case1=="float": |
| 75 | case="array" |
| 76 | elif case1=="array": |
| 77 | case="array" |
| 78 | elif case1=="constData": |
| 79 | case="constData" |
| 80 | elif case1=="taggedData": |
| 81 | case="taggedData" |
| 82 | elif case1=="expandedData": |
| 83 | case="expandedData" |
| 84 | elif case1=="Symbol": |
| 85 | case="Symbol" |
| 86 | else: |
| 87 | raise ValueError,"unknown case1=%s"%case1 |
| 88 | elif case0=="constData": |
| 89 | if case1=="float": |
| 90 | case="constData" |
| 91 | elif case1=="array": |
| 92 | case="constData" |
| 93 | elif case1=="constData": |
| 94 | case="constData" |
| 95 | elif case1=="taggedData": |
| 96 | case="taggedData" |
| 97 | elif case1=="expandedData": |
| 98 | case="expandedData" |
| 99 | elif case1=="Symbol": |
| 100 | case="Symbol" |
| 101 | else: |
| 102 | raise ValueError,"unknown case1=%s"%case1 |
| 103 | elif case0=="taggedData": |
| 104 | if case1=="float": |
| 105 | case="taggedData" |
| 106 | elif case1=="array": |
| 107 | case="taggedData" |
| 108 | elif case1=="constData": |
| 109 | case="taggedData" |
| 110 | elif case1=="taggedData": |
| 111 | case="taggedData" |
| 112 | elif case1=="expandedData": |
| 113 | case="expandedData" |
| 114 | elif case1=="Symbol": |
| 115 | case="Symbol" |
| 116 | else: |
| 117 | raise ValueError,"unknown case1=%s"%case1 |
| 118 | elif case0=="expandedData": |
| 119 | if case1=="float": |
| 120 | case="expandedData" |
| 121 | elif case1=="array": |
| 122 | case="expandedData" |
| 123 | elif case1=="constData": |
| 124 | case="expandedData" |
| 125 | elif case1=="taggedData": |
| 126 | case="expandedData" |
| 127 | elif case1=="expandedData": |
| 128 | case="expandedData" |
| 129 | elif case1=="Symbol": |
| 130 | case="Symbol" |
| 131 | else: |
| 132 | raise ValueError,"unknown case1=%s"%case1 |
| 133 | elif case0=="Symbol": |
| 134 | if case1=="float": |
| 135 | case="Symbol" |
| 136 | elif case1=="array": |
| 137 | case="Symbol" |
| 138 | elif case1=="constData": |
| 139 | case="Symbol" |
| 140 | elif case1=="taggedData": |
| 141 | case="Symbol" |
| 142 | elif case1=="expandedData": |
| 143 | case="Symbol" |
| 144 | elif case1=="Symbol": |
| 145 | case="Symbol" |
| 146 | else: |
| 147 | raise ValueError,"unknown case1=%s"%case1 |
| 148 | else: |
| 149 | raise ValueError,"unknown case0=%s"%case0 |
| 150 | return case |
| 151 | |
| 152 | |
| 153 | def makeArray(shape,rng): |
| 154 | l=rng[1]-rng[0] |
| 155 | out=numarray.zeros(shape,numarray.Float64) |
| 156 | if len(shape)==0: |
| 157 | out=l*random.random()+rng[0] |
| 158 | elif len(shape)==1: |
| 159 | for i0 in range(shape[0]): |
| 160 | out[i0]=l*random.random()+rng[0] |
| 161 | elif len(shape)==2: |
| 162 | for i0 in range(shape[0]): |
| 163 | for i1 in range(shape[1]): |
| 164 | out[i0,i1]=l*random.random()+rng[0] |
| 165 | elif len(shape)==3: |
| 166 | for i0 in range(shape[0]): |
| 167 | for i1 in range(shape[1]): |
| 168 | for i2 in range(shape[2]): |
| 169 | out[i0,i1,i2]=l*random.random()+rng[0] |
| 170 | elif len(shape)==4: |
| 171 | for i0 in range(shape[0]): |
| 172 | for i1 in range(shape[1]): |
| 173 | for i2 in range(shape[2]): |
| 174 | for i3 in range(shape[3]): |
| 175 | out[i0,i1,i2,i3]=l*random.random()+rng[0] |
| 176 | elif len(shape)==5: |
| 177 | for i0 in range(shape[0]): |
| 178 | for i1 in range(shape[1]): |
| 179 | for i2 in range(shape[2]): |
| 180 | for i3 in range(shape[3]): |
| 181 | for i4 in range(shape[4]): |
| 182 | out[i0,i1,i2,i3,i4]=l*random.random()+rng[0] |
| 183 | else: |
| 184 | raise SystemError,"rank is restricted to 5" |
| 185 | return out |
| 186 | |
| 187 | def makeNumberedArray(shape,s=1.): |
| 188 | out=numarray.zeros(shape,numarray.Float64) |
| 189 | if len(shape)==0: |
| 190 | out=s*1. |
| 191 | elif len(shape)==1: |
| 192 | for i0 in range(shape[0]): |
| 193 | out[i0]=s*i0 |
| 194 | elif len(shape)==2: |
| 195 | for i0 in range(shape[0]): |
| 196 | for i1 in range(shape[1]): |
| 197 | out[i0,i1]=s*(i1+shape[1]*i0) |
| 198 | elif len(shape)==3: |
| 199 | for i0 in range(shape[0]): |
| 200 | for i1 in range(shape[1]): |
| 201 | for i2 in range(shape[2]): |
| 202 | out[i0,i1,i2]=s*(i2+shape[2]*i1+shape[2]*shape[1]*i0) |
| 203 | elif len(shape)==4: |
| 204 | for i0 in range(shape[0]): |
| 205 | for i1 in range(shape[1]): |
| 206 | for i2 in range(shape[2]): |
| 207 | for i3 in range(shape[3]): |
| 208 | out[i0,i1,i2,i3]=s*(i3+shape[3]*i2+shape[3]*shape[2]*i1+shape[3]*shape[2]*shape[1]*i0) |
| 209 | else: |
| 210 | raise SystemError,"rank is restricted to 4" |
| 211 | return out |
| 212 | |
| 213 | def makeResult(val,test_expr): |
| 214 | if isinstance(val,float): |
| 215 | out=eval(test_expr.replace("%a1%","val")) |
| 216 | elif len(val.shape)==0: |
| 217 | out=eval(test_expr.replace("%a1%","val")) |
| 218 | elif len(val.shape)==1: |
| 219 | out=numarray.zeros(val.shape,numarray.Float64) |
| 220 | for i0 in range(val.shape[0]): |
| 221 | out[i0]=eval(test_expr.replace("%a1%","val[i0]")) |
| 222 | elif len(val.shape)==2: |
| 223 | out=numarray.zeros(val.shape,numarray.Float64) |
| 224 | for i0 in range(val.shape[0]): |
| 225 | for i1 in range(val.shape[1]): |
| 226 | out[i0,i1]=eval(test_expr.replace("%a1%","val[i0,i1]")) |
| 227 | elif len(val.shape)==3: |
| 228 | out=numarray.zeros(val.shape,numarray.Float64) |
| 229 | for i0 in range(val.shape[0]): |
| 230 | for i1 in range(val.shape[1]): |
| 231 | for i2 in range(val.shape[2]): |
| 232 | out[i0,i1,i2]=eval(test_expr.replace("%a1%","val[i0,i1,i2]")) |
| 233 | elif len(val.shape)==4: |
| 234 | out=numarray.zeros(val.shape,numarray.Float64) |
| 235 | for i0 in range(val.shape[0]): |
| 236 | for i1 in range(val.shape[1]): |
| 237 | for i2 in range(val.shape[2]): |
| 238 | for i3 in range(val.shape[3]): |
| 239 | out[i0,i1,i2,i3]=eval(test_expr.replace("%a1%","val[i0,i1,i2,i3]")) |
| 240 | else: |
| 241 | raise SystemError,"rank is restricted to 4" |
| 242 | return out |
| 243 | |
| 244 | def makeResult2(val0,val1,test_expr): |
| 245 | if isinstance(val0,float): |
| 246 | if isinstance(val1,float): |
| 247 | out=eval(test_expr.replace("%a1%","val0").replace("%a2%","val1")) |
| 248 | elif len(val1.shape)==0: |
| 249 | out=eval(test_expr.replace("%a1%","val0").replace("%a2%","val1")) |
| 250 | elif len(val1.shape)==1: |
| 251 | out=numarray.zeros(val1.shape,numarray.Float64) |
| 252 | for i0 in range(val1.shape[0]): |
| 253 | out[i0]=eval(test_expr.replace("%a1%","val0").replace("%a2%","val1[i0]")) |
| 254 | elif len(val1.shape)==2: |
| 255 | out=numarray.zeros(val1.shape,numarray.Float64) |
| 256 | for i0 in range(val1.shape[0]): |
| 257 | for i1 in range(val1.shape[1]): |
| 258 | out[i0,i1]=eval(test_expr.replace("%a1%","val0").replace("%a2%","val1[i0,i1]")) |
| 259 | elif len(val1.shape)==3: |
| 260 | out=numarray.zeros(val1.shape,numarray.Float64) |
| 261 | for i0 in range(val1.shape[0]): |
| 262 | for i1 in range(val1.shape[1]): |
| 263 | for i2 in range(val1.shape[2]): |
| 264 | out[i0,i1,i2]=eval(test_expr.replace("%a1%","val0").replace("%a2%","val1[i0,i1,i2]")) |
| 265 | elif len(val1.shape)==4: |
| 266 | out=numarray.zeros(val1.shape,numarray.Float64) |
| 267 | for i0 in range(val1.shape[0]): |
| 268 | for i1 in range(val1.shape[1]): |
| 269 | for i2 in range(val1.shape[2]): |
| 270 | for i3 in range(val1.shape[3]): |
| 271 | out[i0,i1,i2,i3]=eval(test_expr.replace("%a1%","val0").replace("%a2%","val1[i0,i1,i2,i3]")) |
| 272 | else: |
| 273 | raise SystemError,"rank of val1 is restricted to 4" |
| 274 | elif len(val0.shape)==0: |
| 275 | if isinstance(val1,float): |
| 276 | out=eval(test_expr.replace("%a1%","val0").replace("%a2%","val1")) |
| 277 | elif len(val1.shape)==0: |
| 278 | out=eval(test_expr.replace("%a1%","val0").replace("%a2%","val1")) |
| 279 | elif len(val1.shape)==1: |
| 280 | out=numarray.zeros(val1.shape,numarray.Float64) |
| 281 | for i0 in range(val1.shape[0]): |
| 282 | out[i0]=eval(test_expr.replace("%a1%","val0").replace("%a2%","val1[i0]")) |
| 283 | elif len(val1.shape)==2: |
| 284 | out=numarray.zeros(val1.shape,numarray.Float64) |
| 285 | for i0 in range(val1.shape[0]): |
| 286 | for i1 in range(val1.shape[1]): |
| 287 | out[i0,i1]=eval(test_expr.replace("%a1%","val0").replace("%a2%","val1[i0,i1]")) |
| 288 | elif len(val1.shape)==3: |
| 289 | out=numarray.zeros(val1.shape,numarray.Float64) |
| 290 | for i0 in range(val1.shape[0]): |
| 291 | for i1 in range(val1.shape[1]): |
| 292 | for i2 in range(val1.shape[2]): |
| 293 | out[i0,i1,i2]=eval(test_expr.replace("%a1%","val0").replace("%a2%","val1[i0,i1,i2]")) |
| 294 | elif len(val1.shape)==4: |
| 295 | out=numarray.zeros(val1.shape,numarray.Float64) |
| 296 | for i0 in range(val1.shape[0]): |
| 297 | for i1 in range(val1.shape[1]): |
| 298 | for i2 in range(val1.shape[2]): |
| 299 | for i3 in range(val1.shape[3]): |
| 300 | out[i0,i1,i2,i3]=eval(test_expr.replace("%a1%","val0").replace("%a2%","val1[i0,i1,i2,i3]")) |
| 301 | else: |
| 302 | raise SystemError,"rank of val1 is restricted to 4" |
| 303 | elif len(val0.shape)==1: |
| 304 | if isinstance(val1,float): |
| 305 | out=numarray.zeros(val0.shape,numarray.Float64) |
| 306 | for i0 in range(val0.shape[0]): |
| 307 | out[i0]=eval(test_expr.replace("%a1%","val0[i0]").replace("%a2%","val1")) |
| 308 | elif len(val1.shape)==0: |
| 309 | out=numarray.zeros(val0.shape,numarray.Float64) |
| 310 | for i0 in range(val0.shape[0]): |
| 311 | out[i0]=eval(test_expr.replace("%a1%","val0[i0]").replace("%a2%","val1")) |
| 312 | elif len(val1.shape)==1: |
| 313 | out=numarray.zeros(val0.shape,numarray.Float64) |
| 314 | for i0 in range(val0.shape[0]): |
| 315 | out[i0]=eval(test_expr.replace("%a1%","val0[i0]").replace("%a2%","val1[i0]")) |
| 316 | elif len(val1.shape)==2: |
| 317 | out=numarray.zeros(val0.shape+val1.shape[1:],numarray.Float64) |
| 318 | for i0 in range(val0.shape[0]): |
| 319 | for j1 in range(val1.shape[1]): |
| 320 | out[i0,j1]=eval(test_expr.replace("%a1%","val0[i0]").replace("%a2%","val1[i0,j1]")) |
| 321 | elif len(val1.shape)==3: |
| 322 | out=numarray.zeros(val0.shape+val1.shape[1:],numarray.Float64) |
| 323 | for i0 in range(val0.shape[0]): |
| 324 | for j1 in range(val1.shape[1]): |
| 325 | for j2 in range(val1.shape[2]): |
| 326 | out[i0,j1,j2]=eval(test_expr.replace("%a1%","val0[i0]").replace("%a2%","val1[i0,j1,j2]")) |
| 327 | elif len(val1.shape)==4: |
| 328 | out=numarray.zeros(val0.shape+val1.shape[1:],numarray.Float64) |
| 329 | for i0 in range(val0.shape[0]): |
| 330 | for j1 in range(val1.shape[1]): |
| 331 | for j2 in range(val1.shape[2]): |
| 332 | for j3 in range(val1.shape[3]): |
| 333 | out[i0,j1,j2,j3]=eval(test_expr.replace("%a1%","val0[i0]").replace("%a2%","val1[i0,j1,j2,j3]")) |
| 334 | else: |
| 335 | raise SystemError,"rank of val1 is restricted to 4" |
| 336 | elif len(val0.shape)==2: |
| 337 | if isinstance(val1,float): |
| 338 | out=numarray.zeros(val0.shape,numarray.Float64) |
| 339 | for i0 in range(val0.shape[0]): |
| 340 | for i1 in range(val0.shape[1]): |
| 341 | out[i0,i1]=eval(test_expr.replace("%a1%","val0[i0,i1]").replace("%a2%","val1")) |
| 342 | elif len(val1.shape)==0: |
| 343 | out=numarray.zeros(val0.shape,numarray.Float64) |
| 344 | for i0 in range(val0.shape[0]): |
| 345 | for i1 in range(val0.shape[1]): |
| 346 | out[i0,i1]=eval(test_expr.replace("%a1%","val0[i0,i1]").replace("%a2%","val1")) |
| 347 | elif len(val1.shape)==1: |
| 348 | out=numarray.zeros(val0.shape,numarray.Float64) |
| 349 | for i0 in range(val0.shape[0]): |
| 350 | for i1 in range(val0.shape[1]): |
| 351 | out[i0,i1]=eval(test_expr.replace("%a1%","val0[i0,i1]").replace("%a2%","val1[i0]")) |
| 352 | elif len(val1.shape)==2: |
| 353 | out=numarray.zeros(val0.shape+val1.shape[2:],numarray.Float64) |
| 354 | for i0 in range(val0.shape[0]): |
| 355 | for i1 in range(val0.shape[1]): |
| 356 | out[i0,i1]=eval(test_expr.replace("%a1%","val0[i0,i1]").replace("%a2%","val1[i0,i1]")) |
| 357 | elif len(val1.shape)==3: |
| 358 | out=numarray.zeros(val0.shape+val1.shape[2:],numarray.Float64) |
| 359 | for i0 in range(val0.shape[0]): |
| 360 | for i1 in range(val0.shape[1]): |
| 361 | for j2 in range(val1.shape[2]): |
| 362 | out[i0,i1,j2]=eval(test_expr.replace("%a1%","val0[i0,i1]").replace("%a2%","val1[i0,i1,j2]")) |
| 363 | elif len(val1.shape)==4: |
| 364 | out=numarray.zeros(val0.shape+val1.shape[2:],numarray.Float64) |
| 365 | for i0 in range(val0.shape[0]): |
| 366 | for i1 in range(val0.shape[1]): |
| 367 | for j2 in range(val1.shape[2]): |
| 368 | for j3 in range(val1.shape[3]): |
| 369 | out[i0,i1,j2,j3]=eval(test_expr.replace("%a1%","val0[i0,i1]").replace("%a2%","val1[i0,i1,j2,j3]")) |
| 370 | else: |
| 371 | raise SystemError,"rank of val1 is restricted to 4" |
| 372 | elif len(val0.shape)==3: |
| 373 | if isinstance(val1,float): |
| 374 | out=numarray.zeros(val0.shape,numarray.Float64) |
| 375 | for i0 in range(val0.shape[0]): |
| 376 | for i1 in range(val0.shape[1]): |
| 377 | for i2 in range(val0.shape[2]): |
| 378 | out[i0,i1,i2]=eval(test_expr.replace("%a1%","val0[i0,i1,i2]").replace("%a2%","val1")) |
| 379 | elif len(val1.shape)==0: |
| 380 | out=numarray.zeros(val0.shape,numarray.Float64) |
| 381 | for i0 in range(val0.shape[0]): |
| 382 | for i1 in range(val0.shape[1]): |
| 383 | for i2 in range(val0.shape[2]): |
| 384 | out[i0,i1,i2]=eval(test_expr.replace("%a1%","val0[i0,i1,i2]").replace("%a2%","val1")) |
| 385 | elif len(val1.shape)==1: |
| 386 | out=numarray.zeros(val0.shape,numarray.Float64) |
| 387 | for i0 in range(val0.shape[0]): |
| 388 | for i1 in range(val0.shape[1]): |
| 389 | for i2 in range(val0.shape[2]): |
| 390 | out[i0,i1,i2]=eval(test_expr.replace("%a1%","val0[i0,i1,i2]").replace("%a2%","val1[i0]")) |
| 391 | elif len(val1.shape)==2: |
| 392 | out=numarray.zeros(val0.shape+val1.shape[2:],numarray.Float64) |
| 393 | for i0 in range(val0.shape[0]): |
| 394 | for i1 in range(val0.shape[1]): |
| 395 | for i2 in range(val0.shape[2]): |
| 396 | out[i0,i1,i2]=eval(test_expr.replace("%a1%","val0[i0,i1,i2]").replace("%a2%","val1[i0,i1]")) |
| 397 | elif len(val1.shape)==3: |
| 398 | out=numarray.zeros(val0.shape,numarray.Float64) |
| 399 | for i0 in range(val0.shape[0]): |
| 400 | for i1 in range(val0.shape[1]): |
| 401 | for i2 in range(val0.shape[2]): |
| 402 | out[i0,i1,i2]=eval(test_expr.replace("%a1%","val0[i0,i1,i2]").replace("%a2%","val1[i0,i1,i2]")) |
| 403 | elif len(val1.shape)==4: |
| 404 | out=numarray.zeros(val0.shape+val1.shape[3:],numarray.Float64) |
| 405 | for i0 in range(val0.shape[0]): |
| 406 | for i1 in range(val0.shape[1]): |
| 407 | for i2 in range(val0.shape[2]): |
| 408 | for j3 in range(val1.shape[3]): |
| 409 | out[i0,i1,i2,j3]=eval(test_expr.replace("%a1%","val0[i0,i1,i2]").replace("%a2%","val1[i0,i1,i2,j3]")) |
| 410 | else: |
| 411 | raise SystemError,"rank of val1 is rargs[1]estricted to 4" |
| 412 | elif len(val0.shape)==4: |
| 413 | if isinstance(val1,float): |
| 414 | out=numarray.zeros(val0.shape,numarray.Float64) |
| 415 | for i0 in range(val0.shape[0]): |
| 416 | for i1 in range(val0.shape[1]): |
| 417 | for i2 in range(val0.shape[2]): |
| 418 | for i3 in range(val0.shape[3]): |
| 419 | out[i0,i1,i2,i3]=eval(test_expr.replace("%a1%","val0[i0,i1,i2,i3]").replace("%a2%","val1")) |
| 420 | elif len(val1.shape)==0: |
| 421 | out=numarray.zeros(val0.shape,numarray.Float64) |
| 422 | for i0 in range(val0.shape[0]): |
| 423 | for i1 in range(val0.shape[1]): |
| 424 | for i2 in range(val0.shape[2]): |
| 425 | for i3 in range(val0.shape[3]): |
| 426 | out[i0,i1,i2,i3]=eval(test_expr.replace("%a1%","val0[i0,i1,i2,i3]").replace("%a2%","val1")) |
| 427 | elif len(val1.shape)==1: |
| 428 | out=numarray.zeros(val0.shape,numarray.Float64) |
| 429 | for i0 in range(val0.shape[0]): |
| 430 | for i1 in range(val0.shape[1]): |
| 431 | for i2 in range(val0.shape[2]): |
| 432 | for i3 in range(val0.shape[3]): |
| 433 | out[i0,i1,i2,i3]=eval(test_expr.replace("%a1%","val0[i0,i1,i2,i3]").replace("%a2%","val1[i0]")) |
| 434 | elif len(val1.shape)==2: |
| 435 | out=numarray.zeros(val0.shape+val1.shape[2:],numarray.Float64) |
| 436 | for i0 in range(val0.shape[0]): |
| 437 | for i1 in range(val0.shape[1]): |
| 438 | for i2 in range(val0.shape[2]): |
| 439 | for i3 in range(val0.shape[3]): |
| 440 | out[i0,i1,i2,i3]=eval(test_expr.replace("%a1%","val0[i0,i1,i2,i3]").replace("%a2%","val1[i0,i1]")) |
| 441 | elif len(val1.shape)==3: |
| 442 | out=numarray.zeros(val0.shape,numarray.Float64) |
| 443 | for i0 in range(val0.shape[0]): |
| 444 | for i1 in range(val0.shape[1]): |
| 445 | for i2 in range(val0.shape[2]): |
| 446 | for i3 in range(val0.shape[3]): |
| 447 | out[i0,i1,i2,i3]=eval(test_expr.replace("%a1%","val0[i0,i1,i2,i3]").replace("%a2%","val1[i0,i1,i2]")) |
| 448 | elif len(val1.shape)==4: |
| 449 | out=numarray.zeros(val0.shape,numarray.Float64) |
| 450 | for i0 in range(val0.shape[0]): |
| 451 | for i1 in range(val0.shape[1]): |
| 452 | for i2 in range(val0.shape[2]): |
| 453 | for i3 in range(val0.shape[3]): |
| 454 | out[i0,i1,i2,i3]=eval(test_expr.replace("%a1%","val0[i0,i1,i2,i3]").replace("%a2%","val1[i0,i1,i2,i3]")) |
| 455 | else: |
| 456 | raise SystemError,"rank of val1 is restricted to 4" |
| 457 | else: |
| 458 | raise SystemError,"rank is restricted to 4" |
| 459 | return out |
| 460 | |
| 461 | |
| 462 | def mkText(case,name,a,a1=None,use_tagging_for_expanded_data=False): |
| 463 | t_out="" |
| 464 | if case=="float": |
| 465 | if isinstance(a,float): |
| 466 | t_out+=" %s=%s\n"%(name,a) |
| 467 | elif a.rank==0: |
| 468 | t_out+=" %s=%s\n"%(name,a) |
| 469 | else: |
| 470 | t_out+=" %s=numarray.array(%s)\n"%(name,a.tolist()) |
| 471 | elif case=="array": |
| 472 | if isinstance(a,float): |
| 473 | t_out+=" %s=numarray.array(%s)\n"%(name,a) |
| 474 | elif a.rank==0: |
| 475 | t_out+=" %s=numarray.array(%s)\n"%(name,a) |
| 476 | else: |
| 477 | t_out+=" %s=numarray.array(%s)\n"%(name,a.tolist()) |
| 478 | elif case=="constData": |
| 479 | if isinstance(a,float): |
| 480 | t_out+=" %s=Data(%s,self.functionspace)\n"%(name,a) |
| 481 | elif a.rank==0: |
| 482 | t_out+=" %s=Data(%s,self.functionspace)\n"%(name,a) |
| 483 | else: |
| 484 | t_out+=" %s=Data(numarray.array(%s),self.functionspace)\n"%(name,a.tolist()) |
| 485 | elif case=="taggedData": |
| 486 | if isinstance(a,float): |
| 487 | t_out+=" %s=Data(%s,self.functionspace)\n"%(name,a) |
| 488 | t_out+=" %s.setTaggedValue(1,%s)\n"%(name,a1) |
| 489 | elif a.rank==0: |
| 490 | t_out+=" %s=Data(%s,self.functionspace)\n"%(name,a) |
| 491 | t_out+=" %s.setTaggedValue(1,%s)\n"%(name,a1) |
| 492 | else: |
| 493 | t_out+=" %s=Data(numarray.array(%s),self.functionspace)\n"%(name,a.tolist()) |
| 494 | t_out+=" %s.setTaggedValue(1,numarray.array(%s))\n"%(name,a1.tolist()) |
| 495 | elif case=="expandedData": |
| 496 | if use_tagging_for_expanded_data: |
| 497 | if isinstance(a,float): |
| 498 | t_out+=" %s=Data(%s,self.functionspace)\n"%(name,a) |
| 499 | t_out+=" %s.setTaggedValue(1,%s)\n"%(name,a1) |
| 500 | elif a.rank==0: |
| 501 | t_out+=" %s=Data(%s,self.functionspace)\n"%(name,a) |
| 502 | t_out+=" %s.setTaggedValue(1,%s)\n"%(name,a1) |
| 503 | else: |
| 504 | t_out+=" %s=Data(numarray.array(%s),self.functionspace)\n"%(name,a.tolist()) |
| 505 | t_out+=" %s.setTaggedValue(1,numarray.array(%s))\n"%(name,a1.tolist()) |
| 506 | t_out+=" %s.expand()\n"%name |
| 507 | else: |
| 508 | t_out+=" msk_%s=whereNegative(self.functionspace.getX()[0]-0.5)\n"%name |
| 509 | if isinstance(a,float): |
| 510 | t_out+=" %s=msk_%s*(%s)+(1.-msk_%s)*(%s)\n"%(name,name,a,name,a1) |
| 511 | elif a.rank==0: |
| 512 | t_out+=" %s=msk_%s*numarray.array(%s)+(1.-msk_%s)*numarray.array(%s)\n"%(name,name,a,name,a1) |
| 513 | else: |
| 514 | t_out+=" %s=msk_%s*numarray.array(%s)+(1.-msk_%s)*numarray.array(%s)\n"%(name,name,a.tolist(),name,a1.tolist()) |
| 515 | elif case=="Symbol": |
| 516 | if isinstance(a,float): |
| 517 | t_out+=" %s=Symbol(shape=())\n"%(name) |
| 518 | elif a.rank==0: |
| 519 | t_out+=" %s=Symbol(shape=())\n"%(name) |
| 520 | else: |
| 521 | t_out+=" %s=Symbol(shape=%s)\n"%(name,str(a.shape)) |
| 522 | |
| 523 | return t_out |
| 524 | |
| 525 | def mkTypeAndShapeTest(case,sh,argstr): |
| 526 | text="" |
| 527 | if case=="float": |
| 528 | text+=" self.failUnless(isinstance(%s,float),\"wrong type of result.\")\n"%argstr |
| 529 | elif case=="array": |
| 530 | text+=" self.failUnless(isinstance(%s,numarray.NumArray),\"wrong type of result.\")\n"%argstr |
| 531 | text+=" self.failUnlessEqual(%s.shape,%s,\"wrong shape of result.\")\n"%(argstr,str(sh)) |
| 532 | elif case in ["constData","taggedData","expandedData"]: |
| 533 | text+=" self.failUnless(isinstance(%s,Data),\"wrong type of result.\")\n"%argstr |
| 534 | text+=" self.failUnlessEqual(%s.getShape(),%s,\"wrong shape of result.\")\n"%(argstr,str(sh)) |
| 535 | elif case=="Symbol": |
| 536 | text+=" self.failUnless(isinstance(%s,Symbol),\"wrong type of result.\")\n"%argstr |
| 537 | text+=" self.failUnlessEqual(%s.getShape(),%s,\"wrong shape of result.\")\n"%(argstr,str(sh)) |
| 538 | return text |
| 539 | |
| 540 | def mkCode(txt,args=[],intend=""): |
| 541 | s=txt.split("\n") |
| 542 | if len(s)>1: |
| 543 | out="" |
| 544 | for l in s: |
| 545 | out+=intend+l+"\n" |
| 546 | else: |
| 547 | out="%sreturn %s\n"%(intend,txt) |
| 548 | c=1 |
| 549 | for r in args: |
| 550 | out=out.replace("%%a%s%%"%c,r) |
| 551 | return out |
| 552 | #======================================================================================================= |
| 553 | # nonsymmetric part |
| 554 | #======================================================================================================= |
| 555 | from esys.escript import * |
| 556 | for name in ["symmetric", "nonsymmetric"]: |
| 557 | f=1. |
| 558 | if name=="nonsymmetric": f=-1 |
| 559 | for case0 in ["array","Symbol","constData","taggedData","expandedData"]: |
| 560 | for sh0 in [ (3,3), (2,3,2,3)]: |
| 561 | text=" #+++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++\n" |
| 562 | tname="test_%s_%s_rank%s"%(name,case0,len(sh0)) |
| 563 | text+=" def %s(self):\n"%tname |
| 564 | a_0=makeNumberedArray(sh0,s=1.) |
| 565 | r_0=(a_0+f*transpose(a_0))/2. |
| 566 | if case0 in ["taggedData", "expandedData"]: |
| 567 | a1_0=makeNumberedArray(sh0,s=-1.) |
| 568 | r1_0=(a1_0+f*transpose(a1_0))/2. |
| 569 | else: |
| 570 | a1_0=a_0 |
| 571 | r1_0=r_0 |
| 572 | text+=mkText(case0,"arg",a_0,a1_0) |
| 573 | text+=" res=%s(arg)\n"%name |
| 574 | if case0=="Symbol": |
| 575 | text+=mkText("array","s",a_0,a1_0) |
| 576 | text+=" sub=res.substitute({arg:s})\n" |
| 577 | res="sub" |
| 578 | text+=mkText("array","ref",r_0,r1_0) |
| 579 | else: |
| 580 | res="res" |
| 581 | text+=mkText(case0,"ref",r_0,r1_0) |
| 582 | text+=mkTypeAndShapeTest(case0,sh0,"res") |
| 583 | text+=" self.failUnless(Lsup(%s-ref)<=self.RES_TOL*Lsup(ref),\"wrong result\")\n"%res |
| 584 | |
| 585 | if case0 == "taggedData" : |
| 586 | t_prog_with_tags+=text |
| 587 | else: |
| 588 | t_prog+=text |
| 589 | print test_header |
| 590 | print t_prog |
| 591 | # print t_prog_with_tags |
| 592 | print test_tail |
| 593 | 1/0 |
| 594 | |
| 595 | #======================================================================================================= |
| 596 | # eigenvalues |
| 597 | #======================================================================================================= |
| 598 | import numarray.linear_algebra |
| 599 | name="eigenvalues" |
| 600 | for case0 in ["array","Symbol","constData","taggedData","expandedData"]: |
| 601 | for sh0 in [ (1,1), (2,2), (3,3)]: |
| 602 | text=" #+++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++\n" |
| 603 | tname="test_%s_%s_dim%s"%(name,case0,sh0[0]) |
| 604 | text+=" def %s(self):\n"%tname |
| 605 | a_0=makeArray(sh0,[-1.,1]) |
| 606 | a_0=(a_0+numarray.transpose(a_0))/2. |
| 607 | ev=numarray.linear_algebra.eigenvalues(a_0) |
| 608 | ev.sort() |
| 609 | if case0 in ["taggedData", "expandedData"]: |
| 610 | a1_0=makeArray(sh0,[-1.,1]) |
| 611 | a1_0=(a1_0+numarray.transpose(a1_0))/2. |
| 612 | ev1=numarray.linear_algebra.eigenvalues(a1_0) |
| 613 | ev1.sort() |
| 614 | else: |
| 615 | a1_0=a_0 |
| 616 | ev1=ev |
| 617 | text+=mkText(case0,"arg",a_0,a1_0) |
| 618 | text+=" res=%s(arg)\n"%name |
| 619 | if case0=="Symbol": |
| 620 | text+=mkText("array","s",a_0,a1_0) |
| 621 | text+=" sub=res.substitute({arg:s})\n" |
| 622 | res="sub" |
| 623 | text+=mkText("array","ref",ev,ev1) |
| 624 | else: |
| 625 | res="res" |
| 626 | text+=mkText(case0,"ref",ev,ev1) |
| 627 | text+=mkTypeAndShapeTest(case0,(sh0[0],),"res") |
| 628 | text+=" self.failUnless(Lsup(%s-ref)<=self.RES_TOL*Lsup(ref),\"wrong result\")\n"%res |
| 629 | |
| 630 | if case0 == "taggedData" : |
| 631 | t_prog_with_tags+=text |
| 632 | else: |
| 633 | t_prog+=text |
| 634 | print test_header |
| 635 | # print t_prog |
| 636 | print t_prog_with_tags |
| 637 | print test_tail |
| 638 | 1/0 |
| 639 | |
| 640 | #======================================================================================================= |
| 641 | # slicing |
| 642 | #======================================================================================================= |
| 643 | for case0 in ["constData","taggedData","expandedData","Symbol"]: |
| 644 | for sh0 in [ (3,), (3,4), (3,4,3) ,(4,3,5,3)]: |
| 645 | # get perm: |
| 646 | if len(sh0)==2: |
| 647 | check=[[1,0]] |
| 648 | elif len(sh0)==3: |
| 649 | check=[[1,0,2], |
| 650 | [1,2,0], |
| 651 | [2,1,0], |
| 652 | [2,0,2], |
| 653 | [0,2,1]] |
| 654 | elif len(sh0)==4: |
| 655 | check=[[0,1,3,2], |
| 656 | [0,2,1,3], |
| 657 | [0,2,3,1], |
| 658 | [0,3,2,1], |
| 659 | [0,3,1,2] , |
| 660 | [1,0,2,3], |
| 661 | [1,0,3,2], |
| 662 | [1,2,0,3], |
| 663 | [1,2,3,0], |
| 664 | [1,3,2,0], |
| 665 | [1,3,0,2], |
| 666 | [2,0,1,3], |
| 667 | [2,0,3,1], |
| 668 | [2,1,0,3], |
| 669 | [2,1,3,0], |
| 670 | [2,3,1,0], |
| 671 | [2,3,0,1], |
| 672 | [3,0,1,2], |
| 673 | [3,0,2,1], |
| 674 | [3,1,0,2], |
| 675 | [3,1,2,0], |
| 676 | [3,2,1,0], |
| 677 | [3,2,0,1]] |
| 678 | else: |
| 679 | check=[] |
| 680 | |
| 681 | # create the test cases: |
| 682 | processed=[] |
| 683 | l=["R","U","L","P","C","N"] |
| 684 | c=[""] |
| 685 | for i in range(len(sh0)): |
| 686 | tmp=[] |
| 687 | for ci in c: |
| 688 | tmp+=[ci+li for li in l] |
| 689 | c=tmp |
| 690 | # SHUFFLE |
| 691 | c2=[] |
| 692 | while len(c)>0: |
| 693 | i=int(random.random()*len(c)) |
| 694 | c2.append(c[i]) |
| 695 | del c[i] |
| 696 | c=c2 |
| 697 | for ci in c: |
| 698 | t="" |
| 699 | sh=() |
| 700 | for i in range(len(ci)): |
| 701 | if ci[i]=="R": |
| 702 | s="%s:%s"%(1,sh0[i]-1) |
| 703 | sh=sh+(sh0[i]-2,) |
| 704 | if ci[i]=="U": |
| 705 | s=":%s"%(sh0[i]-1) |
| 706 | sh=sh+(sh0[i]-1,) |
| 707 | if ci[i]=="L": |
| 708 | s="2:" |
| 709 | sh=sh+(sh0[i]-2,) |
| 710 | if ci[i]=="P": |
| 711 | s="%s"%(int(sh0[i]/2)) |
| 712 | if ci[i]=="C": |
| 713 | s=":" |
| 714 | sh=sh+(sh0[i],) |
| 715 | if ci[i]=="N": |
| 716 | s="" |
| 717 | sh=sh+(sh0[i],) |
| 718 | if len(s)>0: |
| 719 | if not t=="": t+="," |
| 720 | t+=s |
| 721 | N_found=False |
| 722 | noN_found=False |
| 723 | process=len(t)>0 |
| 724 | for i in ci: |
| 725 | if i=="N": |
| 726 | if not noN_found and N_found: process=False |
| 727 | N_found=True |
| 728 | else: |
| 729 | if N_found: process=False |
| 730 | noNfound=True |
| 731 | # is there a similar one processed allready |
| 732 | if process and ci.find("N")==-1: |
| 733 | for ci2 in processed: |
| 734 | for chi in check: |
| 735 | is_perm=True |
| 736 | for i in range(len(chi)): |
| 737 | if not ci[i]==ci2[chi[i]]: is_perm=False |
| 738 | if is_perm: process=False |
| 739 | # if not process: print ci," rejected" |
| 740 | if process: |
| 741 | processed.append(ci) |
| 742 | text=" #+++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++\n" |
| 743 | tname="test_getslice_%s_rank%s_%s"%(case0,len(sh0),ci) |
| 744 | text+=" def %s(self):\n"%tname |
| 745 | a_0=makeNumberedArray(sh0,s=1) |
| 746 | if case0 in ["taggedData", "expandedData"]: |
| 747 | a1_0=makeNumberedArray(sh0,s=-1.) |
| 748 | else: |
| 749 | a1_0=a_0 |
| 750 | r=eval("a_0[%s]"%t) |
| 751 | r1=eval("a1_0[%s]"%t) |
| 752 | text+=mkText(case0,"arg",a_0,a1_0) |
| 753 | text+=" res=arg[%s]\n"%t |
| 754 | if case0=="Symbol": |
| 755 | text+=mkText("array","s",a_0,a1_0) |
| 756 | text+=" sub=res.substitute({arg:s})\n" |
| 757 | res="sub" |
| 758 | text+=mkText("array","ref",r,r1) |
| 759 | else: |
| 760 | res="res" |
| 761 | text+=mkText(case0,"ref",r,r1) |
| 762 | text+=mkTypeAndShapeTest(case0,sh,"res") |
| 763 | text+=" self.failUnless(Lsup(%s-ref)<=self.RES_TOL*Lsup(ref),\"wrong result\")\n"%res |
| 764 | |
| 765 | if case0 == "taggedData" : |
| 766 | t_prog_with_tags+=text |
| 767 | else: |
| 768 | t_prog+=text |
| 769 | |
| 770 | print test_header |
| 771 | # print t_prog |
| 772 | print t_prog_with_tags |
| 773 | print test_tail |
| 774 | 1/0 |
| 775 | #============================================================================================ |
| 776 | def innerTEST(arg0,arg1): |
| 777 | if isinstance(arg0,float): |
| 778 | out=numarray.array(arg0*arg1) |
| 779 | else: |
| 780 | out=(arg0*arg1).sum() |
| 781 | return out |
| 782 | |
| 783 | def outerTEST(arg0,arg1): |
| 784 | if isinstance(arg0,float): |
| 785 | out=numarray.array(arg0*arg1) |
| 786 | elif isinstance(arg1,float): |
| 787 | out=numarray.array(arg0*arg1) |
| 788 | else: |
| 789 | out=numarray.outerproduct(arg0,arg1).resize(arg0.shape+arg1.shape) |
| 790 | return out |
| 791 | |
| 792 | def tensorProductTest(arg0,arg1,sh_s): |
| 793 | if isinstance(arg0,float): |
| 794 | out=numarray.array(arg0*arg1) |
| 795 | elif isinstance(arg1,float): |
| 796 | out=numarray.array(arg0*arg1) |
| 797 | elif len(sh_s)==0: |
| 798 | out=numarray.outerproduct(arg0,arg1).resize(arg0.shape+arg1.shape) |
| 799 | else: |
| 800 | l=len(sh_s) |
| 801 | sh0=arg0.shape[:arg0.rank-l] |
| 802 | sh1=arg1.shape[l:] |
| 803 | ls,l0,l1=1,1,1 |
| 804 | for i in sh_s: ls*=i |
| 805 | for i in sh0: l0*=i |
| 806 | for i in sh1: l1*=i |
| 807 | out1=numarray.outerproduct(arg0,arg1).resize((l0,ls,ls,l1)) |
| 808 | out2=numarray.zeros((l0,l1),numarray.Float) |
| 809 | for i0 in range(l0): |
| 810 | for i1 in range(l1): |
| 811 | for i in range(ls): out2[i0,i1]+=out1[i0,i,i,i1] |
| 812 | out=out2.resize(sh0+sh1) |
| 813 | return out |
| 814 | |
| 815 | def testMatrixMult(arg0,arg1,sh_s): |
| 816 | return numarray.matrixmultiply(arg0,arg1) |
| 817 | |
| 818 | |
| 819 | def testTensorMult(arg0,arg1,sh_s): |
| 820 | if len(arg0)==2: |
| 821 | return numarray.matrixmultiply(arg0,arg1) |
| 822 | else: |
| 823 | if arg1.rank==4: |
| 824 | out=numarray.zeros((arg0.shape[0],arg0.shape[1],arg1.shape[2],arg1.shape[3]),numarray.Float) |
| 825 | for i0 in range(arg0.shape[0]): |
| 826 | for i1 in range(arg0.shape[1]): |
| 827 | for i2 in range(arg0.shape[2]): |
| 828 | for i3 in range(arg0.shape[3]): |
| 829 | for j2 in range(arg1.shape[2]): |
| 830 | for j3 in range(arg1.shape[3]): |
| 831 | out[i0,i1,j2,j3]+=arg0[i0,i1,i2,i3]*arg1[i2,i3,j2,j3] |
| 832 | elif arg1.rank==3: |
| 833 | out=numarray.zeros((arg0.shape[0],arg0.shape[1],arg1.shape[2]),numarray.Float) |
| 834 | for i0 in range(arg0.shape[0]): |
| 835 | for i1 in range(arg0.shape[1]): |
| 836 | for i2 in range(arg0.shape[2]): |
| 837 | for i3 in range(arg0.shape[3]): |
| 838 | for j2 in range(arg1.shape[2]): |
| 839 | out[i0,i1,j2]+=arg0[i0,i1,i2,i3]*arg1[i2,i3,j2] |
| 840 | elif arg1.rank==2: |
| 841 | out=numarray.zeros((arg0.shape[0],arg0.shape[1]),numarray.Float) |
| 842 | for i0 in range(arg0.shape[0]): |
| 843 | for i1 in range(arg0.shape[1]): |
| 844 | for i2 in range(arg0.shape[2]): |
| 845 | for i3 in range(arg0.shape[3]): |
| 846 | out[i0,i1]+=arg0[i0,i1,i2,i3]*arg1[i2,i3] |
| 847 | return out |
| 848 | |
| 849 | def testReduce(arg0,init_val,test_expr,post_expr): |
| 850 | out=init_val |
| 851 | if isinstance(arg0,float): |
| 852 | out=eval(test_expr.replace("%a1%","arg0")) |
| 853 | elif arg0.rank==0: |
| 854 | out=eval(test_expr.replace("%a1%","arg0")) |
| 855 | elif arg0.rank==1: |
| 856 | for i0 in range(arg0.shape[0]): |
| 857 | out=eval(test_expr.replace("%a1%","arg0[i0]")) |
| 858 | elif arg0.rank==2: |
| 859 | for i0 in range(arg0.shape[0]): |
| 860 | for i1 in range(arg0.shape[1]): |
| 861 | out=eval(test_expr.replace("%a1%","arg0[i0,i1]")) |
| 862 | elif arg0.rank==3: |
| 863 | for i0 in range(arg0.shape[0]): |
| 864 | for i1 in range(arg0.shape[1]): |
| 865 | for i2 in range(arg0.shape[2]): |
| 866 | out=eval(test_expr.replace("%a1%","arg0[i0,i1,i2]")) |
| 867 | elif arg0.rank==4: |
| 868 | for i0 in range(arg0.shape[0]): |
| 869 | for i1 in range(arg0.shape[1]): |
| 870 | for i2 in range(arg0.shape[2]): |
| 871 | for i3 in range(arg0.shape[3]): |
| 872 | out=eval(test_expr.replace("%a1%","arg0[i0,i1,i2,i3]")) |
| 873 | return eval(post_expr) |
| 874 | |
| 875 | def clipTEST(arg0,mn,mx): |
| 876 | if isinstance(arg0,float): |
| 877 | return max(min(arg0,mx),mn) |
| 878 | out=numarray.zeros(arg0.shape,numarray.Float64) |
| 879 | if arg0.rank==1: |
| 880 | for i0 in range(arg0.shape[0]): |
| 881 | out[i0]=max(min(arg0[i0],mx),mn) |
| 882 | elif arg0.rank==2: |
| 883 | for i0 in range(arg0.shape[0]): |
| 884 | for i1 in range(arg0.shape[1]): |
| 885 | out[i0,i1]=max(min(arg0[i0,i1],mx),mn) |
| 886 | elif arg0.rank==3: |
| 887 | for i0 in range(arg0.shape[0]): |
| 888 | for i1 in range(arg0.shape[1]): |
| 889 | for i2 in range(arg0.shape[2]): |
| 890 | out[i0,i1,i2]=max(min(arg0[i0,i1,i2],mx),mn) |
| 891 | elif arg0.rank==4: |
| 892 | for i0 in range(arg0.shape[0]): |
| 893 | for i1 in range(arg0.shape[1]): |
| 894 | for i2 in range(arg0.shape[2]): |
| 895 | for i3 in range(arg0.shape[3]): |
| 896 | out[i0,i1,i2,i3]=max(min(arg0[i0,i1,i2,i3],mx),mn) |
| 897 | return out |
| 898 | def minimumTEST(arg0,arg1): |
| 899 | if isinstance(arg0,float): |
| 900 | if isinstance(arg1,float): |
| 901 | if arg0>arg1: |
| 902 | return arg1 |
| 903 | else: |
| 904 | return arg0 |
| 905 | else: |
| 906 | arg0=numarray.ones(arg1.shape)*arg0 |
| 907 | else: |
| 908 | if isinstance(arg1,float): |
| 909 | arg1=numarray.ones(arg0.shape)*arg1 |
| 910 | out=numarray.zeros(arg0.shape,numarray.Float64) |
| 911 | if arg0.rank==0: |
| 912 | if arg0>arg1: |
| 913 | out=arg1 |
| 914 | else: |
| 915 | out=arg0 |
| 916 | elif arg0.rank==1: |
| 917 | for i0 in range(arg0.shape[0]): |
| 918 | if arg0[i0]>arg1[i0]: |
| 919 | out[i0]=arg1[i0] |
| 920 | else: |
| 921 | out[i0]=arg0[i0] |
| 922 | elif arg0.rank==2: |
| 923 | for i0 in range(arg0.shape[0]): |
| 924 | for i1 in range(arg0.shape[1]): |
| 925 | if arg0[i0,i1]>arg1[i0,i1]: |
| 926 | out[i0,i1]=arg1[i0,i1] |
| 927 | else: |
| 928 | out[i0,i1]=arg0[i0,i1] |
| 929 | elif arg0.rank==3: |
| 930 | for i0 in range(arg0.shape[0]): |
| 931 | for i1 in range(arg0.shape[1]): |
| 932 | for i2 in range(arg0.shape[2]): |
| 933 | if arg0[i0,i1,i2]>arg1[i0,i1,i2]: |
| 934 | out[i0,i1,i2]=arg1[i0,i1,i2] |
| 935 | else: |
| 936 | out[i0,i1,i2]=arg0[i0,i1,i2] |
| 937 | elif arg0.rank==4: |
| 938 | for i0 in range(arg0.shape[0]): |
| 939 | for i1 in range(arg0.shape[1]): |
| 940 | for i2 in range(arg0.shape[2]): |
| 941 | for i3 in range(arg0.shape[3]): |
| 942 | if arg0[i0,i1,i2,i3]>arg1[i0,i1,i2,i3]: |
| 943 | out[i0,i1,i2,i3]=arg1[i0,i1,i2,i3] |
| 944 | else: |
| 945 | out[i0,i1,i2,i3]=arg0[i0,i1,i2,i3] |
| 946 | return out |
| 947 | |
| 948 | def unrollLoops(a,b,o,arg,tap="",x="x"): |
| 949 | out="" |
| 950 | if a.rank==1: |
| 951 | z="" |
| 952 | for i99 in range(a.shape[0]): |
| 953 | if not z=="": z+="+" |
| 954 | if o=="1": |
| 955 | z+="(%s)*%s[%s]"%(a[i99]+b[i99],x,i99) |
| 956 | else: |
| 957 | z+="(%s)*%s[%s]**o+(%s)*%s[%s]"%(a[i99],x,i99,b[i99],x,i99) |
| 958 | |
| 959 | out+=tap+"%s=%s\n"%(arg,z) |
| 960 | |
| 961 | elif a.rank==2: |
| 962 | for i0 in range(a.shape[0]): |
| 963 | z="" |
| 964 | for i99 in range(a.shape[1]): |
| 965 | if not z=="": z+="+" |
| 966 | if o=="1": |
| 967 | z+="(%s)*x[%s]"%(a[i0,i99]+b[i0,i99],i99) |
| 968 | else: |
| 969 | z+="(%s)*%s[%s]**o+(%s)*%s[%s]"%(a[i0,i99],x,i99,b[i0,i99],x,i99) |
| 970 | |
| 971 | out+=tap+"%s[%s]=%s\n"%(arg,i0,z) |
| 972 | elif a.rank==3: |
| 973 | for i0 in range(a.shape[0]): |
| 974 | for i1 in range(a.shape[1]): |
| 975 | z="" |
| 976 | for i99 in range(a.shape[2]): |
| 977 | if not z=="": z+="+" |
| 978 | if o=="1": |
| 979 | z+="(%s)*%s[%s]"%(a[i0,i1,i99]+b[i0,i1,i99],x,i99) |
| 980 | else: |
| 981 | z+="(%s)*%s[%s]**o+(%s)*%s[%s]"%(a[i0,i1,i99],x,i99,b[i0,i1,i99],x,i99) |
| 982 | |
| 983 | out+=tap+"%s[%s,%s]=%s\n"%(arg,i0,i1,z) |
| 984 | elif a.rank==4: |
| 985 | for i0 in range(a.shape[0]): |
| 986 | for i1 in range(a.shape[1]): |
| 987 | for i2 in range(a.shape[2]): |
| 988 | z="" |
| 989 | for i99 in range(a.shape[3]): |
| 990 | if not z=="": z+="+" |
| 991 | if o=="1": |
| 992 | z+="(%s)*%s[%s]"%(a[i0,i1,i2,i99]+b[i0,i1,i2,i99],x,i99) |
| 993 | else: |
| 994 | z+="(%s)*%s[%s]**o+(%s)*%s[%s]"%(a[i0,i1,i2,i99],x,i99,b[i0,i1,i2,i99],x,i99) |
| 995 | |
| 996 | out+=tap+"%s[%s,%s,%s]=%s\n"%(arg,i0,i1,i2,z) |
| 997 | elif a.rank==5: |
| 998 | for i0 in range(a.shape[0]): |
| 999 | for i1 in range(a.shape[1]): |
| 1000 | for i2 in range(a.shape[2]): |
| 1001 | for i3 in range(a.shape[3]): |
| 1002 | z="" |
| 1003 | for i99 in range(a.shape[4]): |
| 1004 | if not z=="": z+="+" |
| 1005 | if o=="1": |
| 1006 | z+="(%s)*%s[%s]"%(a[i0,i1,i2,i3,i99]+b[i0,i1,i2,i3,i99],x,i99) |
| 1007 | else: |
| 1008 | z+="(%s)*%s[%s]**o+(%s)*%s[%s]"%(a[i0,i1,i2,i3,i99],x,i99,b[i0,i1,i2,i3,i99],x,i99) |
| 1009 | |
| 1010 | out+=tap+"%s[%s,%s,%s,%s]=%s\n"%(arg,i0,i1,i2,i3,z) |
| 1011 | return out |
| 1012 | |
| 1013 | def unrollLoopsOfGrad(a,b,o,arg,tap=""): |
| 1014 | out="" |
| 1015 | if a.rank==1: |
| 1016 | for i99 in range(a.shape[0]): |
| 1017 | if o=="1": |
| 1018 | out+=tap+"%s[%s]=(%s)\n"%(arg,i99,a[i99]+b[i99]) |
| 1019 | else: |
| 1020 | out+=tap+"%s[%s]=o*(%s)*x_ref[%s]**(o-1)+(%s)\n"%(arg,i99,a[i99],i99,b[i99]) |
| 1021 | |
| 1022 | elif a.rank==2: |
| 1023 | for i0 in range(a.shape[0]): |
| 1024 | for i99 in range(a.shape[1]): |
| 1025 | if o=="1": |
| 1026 | out+=tap+"%s[%s,%s]=(%s)\n"%(arg,i0,i99,a[i0,i99]+b[i0,i99]) |
| 1027 | else: |
| 1028 | out+=tap+"%s[%s,%s]=o*(%s)*x_ref[%s]**(o-1)+(%s)\n"%(arg,i0,i99,a[i0,i99],i99,b[i0,i99]) |
| 1029 | |
| 1030 | elif a.rank==3: |
| 1031 | for i0 in range(a.shape[0]): |
| 1032 | for i1 in range(a.shape[1]): |
| 1033 | for i99 in range(a.shape[2]): |
| 1034 | if o=="1": |
| 1035 | out+=tap+"%s[%s,%s,%s]=(%s)\n"%(arg,i0,i1,i99,a[i0,i1,i99]+b[i0,i1,i99]) |
| 1036 | else: |
| 1037 | out+=tap+"%s[%s,%s,%s]=o*(%s)*x_ref[%s]**(o-1)+(%s)\n"%(arg,i0,i1,i99,a[i0,i1,i99],i99,b[i0,i1,i99]) |
| 1038 | |
| 1039 | elif a.rank==4: |
| 1040 | for i0 in range(a.shape[0]): |
| 1041 | for i1 in range(a.shape[1]): |
| 1042 | for i2 in range(a.shape[2]): |
| 1043 | for i99 in range(a.shape[3]): |
| 1044 | if o=="1": |
| 1045 | out+=tap+"%s[%s,%s,%s,%s]=(%s)\n"%(arg,i0,i1,i2,i99,a[i0,i1,i2,i99]+b[i0,i1,i2,i99]) |
| 1046 | else: |
| 1047 | out+=tap+"%s[%s,%s,%s,%s]=o*(%s)*x_ref[%s]**(o-1)+(%s)\n"%(arg,i0,i1,i2,i99,a[i0,i1,i2,i99],i99,b[i0,i1,i2,i99]) |
| 1048 | return out |
| 1049 | def unrollLoopsOfDiv(a,b,o,arg,tap=""): |
| 1050 | out=tap+arg+"=" |
| 1051 | if o=="1": |
| 1052 | z=0. |
| 1053 | for i99 in range(a.shape[0]): |
| 1054 | z+=b[i99,i99]+a[i99,i99] |
| 1055 | out+="(%s)"%z |
| 1056 | else: |
| 1057 | z=0. |
| 1058 | for i99 in range(a.shape[0]): |
| 1059 | z+=b[i99,i99] |
| 1060 | if i99>0: out+="+" |
| 1061 | out+="o*(%s)*x_ref[%s]**(o-1)"%(a[i99,i99],i99) |
| 1062 | out+="+(%s)"%z |
| 1063 | return out |
| 1064 | |
| 1065 | def unrollLoopsOfInteriorIntegral(a,b,where,arg,tap=""): |
| 1066 | if where=="Function": |
| 1067 | xfac_o=1. |
| 1068 | xfac_op=0. |
| 1069 | z_fac=1./2. |
| 1070 | z_fac_s="" |
| 1071 | zo_fac_s="/(o+1.)" |
| 1072 | elif where=="FunctionOnBoundary": |
| 1073 | xfac_o=1. |
| 1074 | xfac_op=0. |
| 1075 | z_fac=1. |
| 1076 | z_fac_s="*dim" |
| 1077 | zo_fac_s="*(1+2.*(dim-1.)/(o+1.))" |
| 1078 | elif where in ["FunctionOnContactZero","FunctionOnContactOne"]: |
| 1079 | xfac_o=0. |
| 1080 | xfac_op=1. |
| 1081 | z_fac=1./2. |
| 1082 | z_fac_s="" |
| 1083 | zo_fac_s="/(o+1.)" |
| 1084 | out="" |
| 1085 | if a.rank==1: |
| 1086 | zo=0. |
| 1087 | zop=0. |
| 1088 | z=0. |
| 1089 | for i99 in range(a.shape[0]): |
| 1090 | if i99==0: |
| 1091 | zo+= xfac_o*a[i99] |
| 1092 | zop+= xfac_op*a[i99] |
| 1093 | else: |
| 1094 | zo+=a[i99] |
| 1095 | z+=b[i99] |
| 1096 | |
| 1097 | out+=tap+"%s=(%s)%s+(%s)%s"%(arg,zo,zo_fac_s,z*z_fac,z_fac_s) |
| 1098 | if zop==0.: |
| 1099 | out+="\n" |
| 1100 | else: |
| 1101 | out+="+(%s)*0.5**o\n"%zop |
| 1102 | elif a.rank==2: |
| 1103 | for i0 in range(a.shape[0]): |
| 1104 | zo=0. |
| 1105 | zop=0. |
| 1106 | z=0. |
| 1107 | for i99 in range(a.shape[1]): |
| 1108 | if i99==0: |
| 1109 | zo+= xfac_o*a[i0,i99] |
| 1110 | zop+= xfac_op*a[i0,i99] |
| 1111 | else: |
| 1112 | zo+=a[i0,i99] |
| 1113 | z+=b[i0,i99] |
| 1114 | |
| 1115 | out+=tap+"%s[%s]=(%s)%s+(%s)%s"%(arg,i0,zo,zo_fac_s,z*z_fac,z_fac_s) |
| 1116 | if zop==0.: |
| 1117 | out+="\n" |
| 1118 | else: |
| 1119 | out+="+(%s)*0.5**o\n"%zop |
| 1120 | elif a.rank==3: |
| 1121 | for i0 in range(a.shape[0]): |
| 1122 | for i1 in range(a.shape[1]): |
| 1123 | zo=0. |
| 1124 | zop=0. |
| 1125 | z=0. |
| 1126 | for i99 in range(a.shape[2]): |
| 1127 | if i99==0: |
| 1128 | zo+= xfac_o*a[i0,i1,i99] |
| 1129 | zop+= xfac_op*a[i0,i1,i99] |
| 1130 | else: |
| 1131 | zo+=a[i0,i1,i99] |
| 1132 | z+=b[i0,i1,i99] |
| 1133 | |
| 1134 | out+=tap+"%s[%s,%s]=(%s)%s+(%s)%s"%(arg,i0,i1,zo,zo_fac_s,z*z_fac,z_fac_s) |
| 1135 | if zop==0.: |
| 1136 | out+="\n" |
| 1137 | else: |
| 1138 | out+="+(%s)*0.5**o\n"%zop |
| 1139 | elif a.rank==4: |
| 1140 | for i0 in range(a.shape[0]): |
| 1141 | for i1 in range(a.shape[1]): |
| 1142 | for i2 in range(a.shape[2]): |
| 1143 | zo=0. |
| 1144 | zop=0. |
| 1145 | z=0. |
| 1146 | for i99 in range(a.shape[3]): |
| 1147 | if i99==0: |
| 1148 | zo+= xfac_o*a[i0,i1,i2,i99] |
| 1149 | zop+= xfac_op*a[i0,i1,i2,i99] |
| 1150 | |
| 1151 | else: |
| 1152 | zo+=a[i0,i1,i2,i99] |
| 1153 | z+=b[i0,i1,i2,i99] |
| 1154 | |
| 1155 | out+=tap+"%s[%s,%s,%s]=(%s)%s+(%s)%s"%(arg,i0,i1,i2,zo,zo_fac_s,z*z_fac,z_fac_s) |
| 1156 | if zop==0.: |
| 1157 | out+="\n" |
| 1158 | else: |
| 1159 | out+="+(%s)*0.5**o\n"%zop |
| 1160 | |
| 1161 | elif a.rank==5: |
| 1162 | for i0 in range(a.shape[0]): |
| 1163 | for i1 in range(a.shape[1]): |
| 1164 | for i2 in range(a.shape[2]): |
| 1165 | for i3 in range(a.shape[3]): |
| 1166 | zo=0. |
| 1167 | zop=0. |
| 1168 | z=0. |
| 1169 | for i99 in range(a.shape[4]): |
| 1170 | if i99==0: |
| 1171 | zo+= xfac_o*a[i0,i1,i2,i3,i99] |
| 1172 | zop+= xfac_op*a[i0,i1,i2,i3,i99] |
| 1173 | |
| 1174 | else: |
| 1175 | zo+=a[i0,i1,i2,i3,i99] |
| 1176 | z+=b[i0,i1,i2,i3,i99] |
| 1177 | out+=tap+"%s[%s,%s,%s,%s]=(%s)%s+(%s)%s"%(arg,i0,i1,i2,i3,zo,zo_fac_s,z*z_fac,z_fac_s) |
| 1178 | if zop==0.: |
| 1179 | out+="\n" |
| 1180 | else: |
| 1181 | out+="+(%s)*0.5**o\n"%zop |
| 1182 | |
| 1183 | return out |
| 1184 | def unrollLoopsSimplified(b,arg,tap=""): |
| 1185 | out="" |
| 1186 | if isinstance(b,float) or b.rank==0: |
| 1187 | out+=tap+"%s=(%s)*x[0]\n"%(arg,str(b)) |
| 1188 | |
| 1189 | elif b.rank==1: |
| 1190 | for i0 in range(b.shape[0]): |
| 1191 | out+=tap+"%s[%s]=(%s)*x[%s]\n"%(arg,i0,b[i0],i0) |
| 1192 | elif b.rank==2: |
| 1193 | for i0 in range(b.shape[0]): |
| 1194 | for i1 in range(b.shape[1]): |
| 1195 | out+=tap+"%s[%s,%s]=(%s)*x[%s]\n"%(arg,i0,i1,b[i0,i1],i1) |
| 1196 | elif b.rank==3: |
| 1197 | for i0 in range(b.shape[0]): |
| 1198 | for i1 in range(b.shape[1]): |
| 1199 | for i2 in range(b.shape[2]): |
| 1200 | out+=tap+"%s[%s,%s,%s]=(%s)*x[%s]\n"%(arg,i0,i1,i2,b[i0,i1,i2],i2) |
| 1201 | elif b.rank==4: |
| 1202 | for i0 in range(b.shape[0]): |
| 1203 | for i1 in range(b.shape[1]): |
| 1204 | for i2 in range(b.shape[2]): |
| 1205 | for i3 in range(b.shape[3]): |
| 1206 | out+=tap+"%s[%s,%s,%s,%s]=(%s)*x[%s]\n"%(arg,i0,i1,i2,i3,b[i0,i1,i2,i3],i3) |
| 1207 | return out |
| 1208 | |
| 1209 | def unrollLoopsOfL2(b,where,arg,tap=""): |
| 1210 | out="" |
| 1211 | z=[] |
| 1212 | if isinstance(b,float) or b.rank==0: |
| 1213 | z.append(b**2) |
| 1214 | elif b.rank==1: |
| 1215 | for i0 in range(b.shape[0]): |
| 1216 | z.append(b[i0]**2) |
| 1217 | elif b.rank==2: |
| 1218 | for i1 in range(b.shape[1]): |
| 1219 | s=0 |
| 1220 | for i0 in range(b.shape[0]): |
| 1221 | s+=b[i0,i1]**2 |
| 1222 | z.append(s) |
| 1223 | elif b.rank==3: |
| 1224 | for i2 in range(b.shape[2]): |
| 1225 | s=0 |
| 1226 | for i0 in range(b.shape[0]): |
| 1227 | for i1 in range(b.shape[1]): |
| 1228 | s+=b[i0,i1,i2]**2 |
| 1229 | z.append(s) |
| 1230 | |
| 1231 | elif b.rank==4: |
| 1232 | for i3 in range(b.shape[3]): |
| 1233 | s=0 |
| 1234 | for i0 in range(b.shape[0]): |
| 1235 | for i1 in range(b.shape[1]): |
| 1236 | for i2 in range(b.shape[2]): |
| 1237 | s+=b[i0,i1,i2,i3]**2 |
| 1238 | z.append(s) |
| 1239 | if where=="Function": |
| 1240 | xfac_o=1. |
| 1241 | xfac_op=0. |
| 1242 | z_fac_s="" |
| 1243 | zo_fac_s="" |
| 1244 | zo_fac=1./3. |
| 1245 | elif where=="FunctionOnBoundary": |
| 1246 | xfac_o=1. |
| 1247 | xfac_op=0. |
| 1248 | z_fac_s="*dim" |
| 1249 | zo_fac_s="*(2.*dim+1.)/3." |
| 1250 | zo_fac=1. |
| 1251 | elif where in ["FunctionOnContactZero","FunctionOnContactOne"]: |
| 1252 | xfac_o=0. |
| 1253 | xfac_op=1. |
| 1254 | z_fac_s="" |
| 1255 | zo_fac_s="" |
| 1256 | zo_fac=1./3. |
| 1257 | zo=0. |
| 1258 | zop=0. |
| 1259 | for i99 in range(len(z)): |
| 1260 | if i99==0: |
| 1261 | zo+=xfac_o*z[i99] |
| 1262 | zop+=xfac_op*z[i99] |
| 1263 | else: |
| 1264 | zo+=z[i99] |
| 1265 | out+=tap+"%s=sqrt((%s)%s"%(arg,zo*zo_fac,zo_fac_s) |
| 1266 | if zop==0.: |
| 1267 | out+=")\n" |
| 1268 | else: |
| 1269 | out+="+(%s))\n"%(zop*0.5**2) |
| 1270 | return out |
| 1271 | #======================================================================================================= |
| 1272 | # transpose |
| 1273 | #======================================================================================================= |
| 1274 | def transposeTest(r,offset): |
| 1275 | if isinstance(r,float): return r |
| 1276 | s=r.shape |
| 1277 | s1=1 |
| 1278 | for i in s[:offset]: s1*=i |
| 1279 | s2=1 |
| 1280 | for i in s[offset:]: s2*=i |
| 1281 | out=numarray.reshape(r,(s1,s2)) |
| 1282 | out.transpose() |
| 1283 | return numarray.resize(out,s[offset:]+s[:offset]) |
| 1284 | |
| 1285 | name,tt="transpose",transposeTest |
| 1286 | for case0 in ["array","Symbol","constData","taggedData","expandedData"]: |
| 1287 | for sh0 in [ (), (3,), (4,5), (6,2,2),(3,2,3,4)]: |
| 1288 | for offset in range(len(sh0)+1): |
| 1289 | text=" #+++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++\n" |
| 1290 | tname="test_%s_%s_rank%s_offset%s"%(name,case0,len(sh0),offset) |
| 1291 | text+=" def %s(self):\n"%tname |
| 1292 | sh_t=sh0[offset:]+sh0[:offset] |
| 1293 | |
| 1294 | # sh_t=list(sh0) |
| 1295 | # sh_t[offset+1]=sh_t[offset] |
| 1296 | # sh_t=tuple(sh_t) |
| 1297 | # sh_r=[] |
| 1298 | # for i in range(offset): sh_r.append(sh0[i]) |
| 1299 | # for i in range(offset+2,len(sh0)): sh_r.append(sh0[i]) |
| 1300 | # sh_r=tuple(sh_r) |
| 1301 | |
| 1302 | a_0=makeArray(sh0,[-1.,1]) |
| 1303 | if case0 in ["taggedData", "expandedData"]: |
| 1304 | a1_0=makeArray(sh0,[-1.,1]) |
| 1305 | else: |
| 1306 | a1_0=a_0 |
| 1307 | r=tt(a_0,offset) |
| 1308 | r1=tt(a1_0,offset) |
| 1309 | text+=mkText(case0,"arg",a_0,a1_0) |
| 1310 | text+=" res=%s(arg,%s)\n"%(name,offset) |
| 1311 | if case0=="Symbol": |
| 1312 | text+=mkText("array","s",a_0,a1_0) |
| 1313 | text+=" sub=res.substitute({arg:s})\n" |
| 1314 | res="sub" |
| 1315 | text+=mkText("array","ref",r,r1) |
| 1316 | else: |
| 1317 | res="res" |
| 1318 | text+=mkText(case0,"ref",r,r1) |
| 1319 | text+=mkTypeAndShapeTest(case0,sh_t,"res") |
| 1320 | text+=" self.failUnless(Lsup(%s-ref)<=self.RES_TOL*Lsup(ref),\"wrong result\")\n"%res |
| 1321 | |
| 1322 | if case0 == "taggedData" : |
| 1323 | t_prog_with_tags+=text |
| 1324 | else: |
| 1325 | t_prog+=text |
| 1326 | |
| 1327 | print test_header |
| 1328 | # print t_prog |
| 1329 | print t_prog_with_tags |
| 1330 | print test_tail |
| 1331 | 1/0 |
| 1332 | #======================================================================================================= |
| 1333 | # L2 |
| 1334 | #======================================================================================================= |
| 1335 | for where in ["Function","FunctionOnBoundary","FunctionOnContactZero","FunctionOnContactOne"]: |
| 1336 | for data in ["Data","Symbol"]: |
| 1337 | for sh in [ (),(2,), (4,5), (6,2,2),(4,5,3,2)]: |
| 1338 | text=" #+++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++\n" |
| 1339 | tname="test_L2_on%s_from%s_rank%s"%(where,data,len(sh)) |
| 1340 | text+=" def %s(self):\n"%tname |
| 1341 | text+=" \"\"\"\n" |
| 1342 | text+=" tests L2-norm of %s on the %s\n\n"%(data,where) |
| 1343 | text+=" assumptions: self.domain supports integration on %s\n"%where |
| 1344 | text+=" \"\"\"\n" |
| 1345 | text+=" dim=self.domain.getDim()\n" |
| 1346 | text+=" w=%s(self.domain)\n"%where |
| 1347 | text+=" x=w.getX()\n" |
| 1348 | o="1" |
| 1349 | if len(sh)>0: |
| 1350 | sh_2=sh[:len(sh)-1]+(2,) |
| 1351 | sh_3=sh[:len(sh)-1]+(3,) |
| 1352 | b_2=makeArray(sh[:len(sh)-1]+(2,),[-1.,1]) |
| 1353 | b_3=makeArray(sh[:len(sh)-1]+(3,),[-1.,1]) |
| 1354 | else: |
| 1355 | sh_2=() |
| 1356 | sh_3=() |
| 1357 | b_2=makeArray(sh,[-1.,1]) |
| 1358 | b_3=makeArray(sh,[-1.,1]) |
| 1359 | |
| 1360 | if data=="Symbol": |
| 1361 | val="s" |
| 1362 | res="sub" |
| 1363 | else: |
| 1364 | val="arg" |
| 1365 | res="res" |
| 1366 | text+=" if dim==2:\n" |
| 1367 | if data=="Symbol": |
| 1368 | text+=" arg=Symbol(shape=%s,dim=dim)\n"%str(sh_2) |
| 1369 | |
| 1370 | text+=" %s=Data(0,%s,w)\n"%(val,sh_2) |
| 1371 | text+=unrollLoopsSimplified(b_2,val,tap=" ") |
| 1372 | text+=unrollLoopsOfL2(b_2,where,"ref",tap=" ") |
| 1373 | text+="\n else:\n" |
| 1374 | if data=="Symbol": |
| 1375 | text+=" arg=Symbol(shape=%s,dim=dim)\n"%str(sh_3) |
| 1376 | text+=" %s=Data(0,%s,w)\n"%(val,sh_3) |
| 1377 | text+=unrollLoopsSimplified(b_3,val,tap=" ") |
| 1378 | text+=unrollLoopsOfL2(b_3,where,"ref",tap=" ") |
| 1379 | text+="\n res=L2(arg)\n" |
| 1380 | if data=="Symbol": |
| 1381 | text+=" sub=res.substitute({arg:s})\n" |
| 1382 | text+=" self.failUnless(isinstance(res,Symbol),\"wrong type of result.\")\n" |
| 1383 | text+=" self.failUnlessEqual(res.getShape(),(),\"wrong shape of result.\")\n" |
| 1384 | else: |
| 1385 | text+=" self.failUnless(isinstance(res,float),\"wrong type of result.\")\n" |
| 1386 | text+=" self.failUnlessAlmostEqual(%s,ref,int(-log10(self.RES_TOL)),\"wrong result\")\n"%res |
| 1387 | t_prog+=text |
| 1388 | print t_prog |
| 1389 | 1/0 |
| 1390 | |
| 1391 | #======================================================================================================= |
| 1392 | # div |
| 1393 | #======================================================================================================= |
| 1394 | for where in ["Function","FunctionOnBoundary","FunctionOnContactZero","FunctionOnContactOne"]: |
| 1395 | for data in ["Data","Symbol"]: |
| 1396 | for case in ["ContinuousFunction","Solution","ReducedSolution"]: |
| 1397 | text=" #+++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++\n" |
| 1398 | tname="test_div_on%s_from%s_%s"%(where,data,case) |
| 1399 | text+=" def %s(self):\n"%tname |
| 1400 | text+=" \"\"\"\n" |
| 1401 | text+=" tests divergence of %s on the %s\n\n"%(data,where) |
| 1402 | text+=" assumptions: %s(self.domain) exists\n"%case |
| 1403 | text+=" self.domain supports div on %s\n"%where |
| 1404 | text+=" \"\"\"\n" |
| 1405 | if case=="ReducedSolution": |
| 1406 | text+=" o=1\n" |
| 1407 | o="1" |
| 1408 | else: |
| 1409 | text+=" o=self.order\n" |
| 1410 | o="o" |
| 1411 | text+=" dim=self.domain.getDim()\n" |
| 1412 | text+=" w_ref=%s(self.domain)\n"%where |
| 1413 | text+=" x_ref=w_ref.getX()\n" |
| 1414 | text+=" w=%s(self.domain)\n"%case |
| 1415 | text+=" x=w.getX()\n" |
| 1416 | a_2=makeArray((2,2),[-1.,1]) |
| 1417 | b_2=makeArray((2,2),[-1.,1]) |
| 1418 | a_3=makeArray((3,3),[-1.,1]) |
| 1419 | b_3=makeArray((3,3),[-1.,1]) |
| 1420 | if data=="Symbol": |
| 1421 | text+=" arg=Symbol(shape=(dim,),dim=dim)\n" |
| 1422 | val="s" |
| 1423 | res="sub" |
| 1424 | else: |
| 1425 | val="arg" |
| 1426 | res="res" |
| 1427 | text+=" %s=Vector(0,w)\n"%val |
| 1428 | text+=" if dim==2:\n" |
| 1429 | text+=unrollLoops(a_2,b_2,o,val,tap=" ") |
| 1430 | text+=unrollLoopsOfDiv(a_2,b_2,o,"ref",tap=" ") |
| 1431 | text+="\n else:\n" |
| 1432 | |
| 1433 | text+=unrollLoops(a_3,b_3,o,val,tap=" ") |
| 1434 | text+=unrollLoopsOfDiv(a_3,b_3,o,"ref",tap=" ") |
| 1435 | text+="\n res=div(arg,where=w_ref)\n" |
| 1436 | if data=="Symbol": |
| 1437 | text+=" sub=res.substitute({arg:s})\n" |
| 1438 | text+=" self.failUnless(isinstance(res,%s),\"wrong type of result.\")\n"%data |
| 1439 | text+=" self.failUnlessEqual(res.getShape(),(),\"wrong shape of result.\")\n" |
| 1440 | text+=" self.failUnlessEqual(%s.getFunctionSpace(),w_ref,\"wrong function space of result.\")\n"%res |
| 1441 | text+=" self.failUnless(Lsup(%s-ref)<=self.RES_TOL*Lsup(ref),\"wrong result\")\n"%res |
| 1442 | |
| 1443 | |
| 1444 | t_prog+=text |
| 1445 | print t_prog |
| 1446 | 1/0 |
| 1447 | |
| 1448 | #======================================================================================================= |
| 1449 | # interpolation |
| 1450 | #======================================================================================================= |
| 1451 | for where in ["Function","FunctionOnBoundary","FunctionOnContactZero","FunctionOnContactOne","Solution","ReducedSolution"]: |
| 1452 | for data in ["Data","Symbol"]: |
| 1453 | for case in ["ContinuousFunction","Solution","ReducedSolution","Function","FunctionOnBoundary","FunctionOnContactZero","FunctionOnContactOne"]: |
| 1454 | for sh in [ (),(2,), (4,5), (6,2,2),(4,5,3,2)]: |
| 1455 | if where==case or \ |
| 1456 | ( case in ["ContinuousFunction","Solution","ReducedSolution"] and where in ["Function","FunctionOnBoundary","FunctionOnContactZero","FunctionOnContactOne"] ) or \ |
| 1457 | ( case in ["FunctionOnContactZero","FunctionOnContactOne"] and where in ["FunctionOnContactZero","FunctionOnContactOne"] ) or \ |
| 1458 | (case=="ContinuousFunction" and where in ["Solution","ReducedSolution"]) or \ |
| 1459 | (case=="Solution" and where=="ReducedSolution") : |
| 1460 | |
| 1461 | |
| 1462 | text=" #+++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++\n" |
| 1463 | tname="test_interpolation_on%s_from%s_%s_rank%s"%(where,data,case,len(sh)) |
| 1464 | text+=" def %s(self):\n"%tname |
| 1465 | text+=" \"\"\"\n" |
| 1466 | text+=" tests interpolation for rank %s %s onto the %s\n\n"%(len(sh),data,where) |
| 1467 | text+=" assumptions: self.domain supports inpterpolation from %s onto %s\n"%(case,where) |
| 1468 | text+=" \"\"\"\n" |
| 1469 | if case=="ReducedSolution" or where=="ReducedSolution": |
| 1470 | text+=" o=1\n" |
| 1471 | o="1" |
| 1472 | else: |
| 1473 | text+=" o=self.order\n" |
| 1474 | o="o" |
| 1475 | text+=" dim=self.domain.getDim()\n" |
| 1476 | text+=" w_ref=%s(self.domain)\n"%where |
| 1477 | text+=" x_ref=w_ref.getX()\n" |
| 1478 | text+=" w=%s(self.domain)\n"%case |
| 1479 | text+=" x=w.getX()\n" |
| 1480 | a_2=makeArray(sh+(2,),[-1.,1]) |
| 1481 | b_2=makeArray(sh+(2,),[-1.,1]) |
| 1482 | a_3=makeArray(sh+(3,),[-1.,1]) |
| 1483 | b_3=makeArray(sh+(3,),[-1.,1]) |
| 1484 | if data=="Symbol": |
| 1485 | text+=" arg=Symbol(shape=%s,dim=dim)\n"%str(sh) |
| 1486 | val="s" |
| 1487 | res="sub" |
| 1488 | else: |
| 1489 | val="arg" |
| 1490 | res="res" |
| 1491 | text+=" %s=Data(0,%s,w)\n"%(val,str(sh)) |
| 1492 | text+=" ref=Data(0,%s,w_ref)\n"%str(sh) |
| 1493 | text+=" if dim==2:\n" |
| 1494 | text+=unrollLoops(a_2,b_2,o,val,tap=" ") |
| 1495 | text+=unrollLoops(a_2,b_2,o,"ref",tap=" ",x="x_ref") |
| 1496 | text+=" else:\n" |
| 1497 | |
| 1498 | text+=unrollLoops(a_3,b_3,o,val,tap=" ") |
| 1499 | text+=unrollLoops(a_3,b_3,o,"ref",tap=" ",x="x_ref") |
| 1500 | text+=" res=interpolate(arg,where=w_ref)\n" |
| 1501 | if data=="Symbol": |
| 1502 | text+=" sub=res.substitute({arg:s})\n" |
| 1503 | text+=" self.failUnless(isinstance(res,%s),\"wrong type of result.\")\n"%data |
| 1504 | text+=" self.failUnlessEqual(%s.getFunctionSpace(),w_ref,\"wrong functionspace of result.\")\n"%res |
| 1505 | text+=" self.failUnlessEqual(res.getShape(),%s,\"wrong shape of result.\")\n"%str(sh) |
| 1506 | text+=" self.failUnless(Lsup(%s-ref)<=self.RES_TOL*Lsup(ref),\"wrong result\")\n"%res |
| 1507 | t_prog+=text |
| 1508 | print test_header |
| 1509 | print t_prog |
| 1510 | print test_tail |
| 1511 | 1/0 |
| 1512 | |
| 1513 | #======================================================================================================= |
| 1514 | # grad |
| 1515 | #======================================================================================================= |
| 1516 | for where in ["Function","FunctionOnBoundary","FunctionOnContactZero","FunctionOnContactOne"]: |
| 1517 | for data in ["Data","Symbol"]: |
| 1518 | for case in ["ContinuousFunction","Solution","ReducedSolution"]: |
| 1519 | for sh in [ (),(2,), (4,5), (6,2,2)]: |
| 1520 | text=" #+++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++\n" |
| 1521 | tname="test_grad_on%s_from%s_%s_rank%s"%(where,data,case,len(sh)) |
| 1522 | text+=" def %s(self):\n"%tname |
| 1523 | text+=" \"\"\"\n" |
| 1524 | text+=" tests gradient for rank %s %s on the %s\n\n"%(len(sh),data,where) |
| 1525 | text+=" assumptions: %s(self.domain) exists\n"%case |
| 1526 | text+=" self.domain supports gardient on %s\n"%where |
| 1527 | text+=" \"\"\"\n" |
| 1528 | if case=="ReducedSolution": |
| 1529 | text+=" o=1\n" |
| 1530 | o="1" |
| 1531 | else: |
| 1532 | text+=" o=self.order\n" |
| 1533 | o="o" |
| 1534 | text+=" dim=self.domain.getDim()\n" |
| 1535 | text+=" w_ref=%s(self.domain)\n"%where |
| 1536 | text+=" x_ref=w_ref.getX()\n" |
| 1537 | text+=" w=%s(self.domain)\n"%case |
| 1538 | text+=" x=w.getX()\n" |
| 1539 | a_2=makeArray(sh+(2,),[-1.,1]) |
| 1540 | b_2=makeArray(sh+(2,),[-1.,1]) |
| 1541 | a_3=makeArray(sh+(3,),[-1.,1]) |
| 1542 | b_3=makeArray(sh+(3,),[-1.,1]) |
| 1543 | if data=="Symbol": |
| 1544 | text+=" arg=Symbol(shape=%s,dim=dim)\n"%str(sh) |
| 1545 | val="s" |
| 1546 | res="sub" |
| 1547 | else: |
| 1548 | val="arg" |
| 1549 | res="res" |
| 1550 | text+=" %s=Data(0,%s,w)\n"%(val,str(sh)) |
| 1551 | text+=" ref=Data(0,%s+(dim,),w_ref)\n"%str(sh) |
| 1552 | text+=" if dim==2:\n" |
| 1553 | text+=unrollLoops(a_2,b_2,o,val,tap=" ") |
| 1554 | text+=unrollLoopsOfGrad(a_2,b_2,o,"ref",tap=" ") |
| 1555 | text+=" else:\n" |
| 1556 | |
| 1557 | text+=unrollLoops(a_3,b_3,o,val,tap=" ") |
| 1558 | text+=unrollLoopsOfGrad(a_3,b_3,o,"ref",tap=" ") |
| 1559 | text+=" res=grad(arg,where=w_ref)\n" |
| 1560 | if data=="Symbol": |
| 1561 | text+=" sub=res.substitute({arg:s})\n" |
| 1562 | text+=" self.failUnless(isinstance(res,%s),\"wrong type of result.\")\n"%data |
| 1563 | text+=" self.failUnlessEqual(res.getShape(),%s+(dim,),\"wrong shape of result.\")\n"%str(sh) |
| 1564 | text+=" self.failUnless(Lsup(%s-ref)<=self.RES_TOL*Lsup(ref),\"wrong result\")\n"%res |
| 1565 | |
| 1566 | |
| 1567 | t_prog+=text |
| 1568 | print test_header |
| 1569 | print t_prog |
| 1570 | print test_tail |
| 1571 | 1/0 |
| 1572 | |
| 1573 | |
| 1574 | #======================================================================================================= |
| 1575 | # integrate |
| 1576 | #======================================================================================================= |
| 1577 | for where in ["Function","FunctionOnBoundary","FunctionOnContactZero","FunctionOnContactOne"]: |
| 1578 | for data in ["Data","Symbol"]: |
| 1579 | for case in ["ContinuousFunction","Solution","ReducedSolution","Function","FunctionOnBoundary","FunctionOnContactZero","FunctionOnContactOne"]: |
| 1580 | for sh in [ (),(2,), (4,5), (6,2,2),(4,5,3,2)]: |
| 1581 | if (not case in ["Function","FunctionOnBoundary","FunctionOnContactZero","FunctionOnContactOne"]) or where==case: |
| 1582 | text=" #+++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++\n" |
| 1583 | tname="test_integrate_on%s_from%s_%s_rank%s"%(where,data,case,len(sh)) |
| 1584 | text+=" def %s(self):\n"%tname |
| 1585 | text+=" \"\"\"\n" |
| 1586 | text+=" tests integral of rank %s %s on the %s\n\n"%(len(sh),data,where) |
| 1587 | text+=" assumptions: %s(self.domain) exists\n"%case |
| 1588 | text+=" self.domain supports integral on %s\n"%where |
| 1589 | |
| 1590 | text+=" \"\"\"\n" |
| 1591 | if case=="ReducedSolution": |
| 1592 | text+=" o=1\n" |
| 1593 | o="1" |
| 1594 | else: |
| 1595 | text+=" o=self.order\n" |
| 1596 | o="o" |
| 1597 | text+=" dim=self.domain.getDim()\n" |
| 1598 | text+=" w_ref=%s(self.domain)\n"%where |
| 1599 | text+=" w=%s(self.domain)\n"%case |
| 1600 | text+=" x=w.getX()\n" |
| 1601 | a_2=makeArray(sh+(2,),[-1.,1]) |
| 1602 | b_2=makeArray(sh+(2,),[-1.,1]) |
| 1603 | a_3=makeArray(sh+(3,),[-1.,1]) |
| 1604 | b_3=makeArray(sh+(3,),[-1.,1]) |
| 1605 | if data=="Symbol": |
| 1606 | text+=" arg=Symbol(shape=%s)\n"%str(sh) |
| 1607 | val="s" |
| 1608 | res="sub" |
| 1609 | else: |
| 1610 | val="arg" |
| 1611 | res="res" |
| 1612 | |
| 1613 | text+=" %s=Data(0,%s,w)\n"%(val,str(sh)) |
| 1614 | if not len(sh)==0: |
| 1615 | text+=" ref=numarray.zeros(%s,numarray.Float)\n"%str(sh) |
| 1616 | text+=" if dim==2:\n" |
| 1617 | text+=unrollLoops(a_2,b_2,o,val,tap=" ") |
| 1618 | text+=unrollLoopsOfInteriorIntegral(a_2,b_2,where,"ref",tap=" ") |
| 1619 | text+=" else:\n" |
| 1620 | |
| 1621 | text+=unrollLoops(a_3,b_3,o,val,tap=" ") |
| 1622 | text+=unrollLoopsOfInteriorIntegral(a_3,b_3,where,"ref",tap=" ") |
| 1623 | if case in ["ContinuousFunction","Solution","ReducedSolution"]: |
| 1624 | text+=" res=integrate(arg,where=w_ref)\n" |
| 1625 | else: |
| 1626 | text+=" res=integrate(arg)\n" |
| 1627 | |
| 1628 | if data=="Symbol": |
| 1629 | text+=" sub=res.substitute({arg:s})\n" |
| 1630 | if len(sh)==0 and data=="Data": |
| 1631 | text+=" self.failUnless(isinstance(%s,float),\"wrong type of result.\")\n"%res |
| 1632 | else: |
| 1633 | if data=="Symbol": |
| 1634 | text+=" self.failUnless(isinstance(res,Symbol),\"wrong type of result.\")\n" |
| 1635 | text+=" self.failUnlessEqual(res.getShape(),%s,\"wrong shape of result.\")\n"%str(sh) |
| 1636 | else: |
| 1637 | text+=" self.failUnless(isinstance(res,numarray.NumArray),\"wrong type of result.\")\n" |
| 1638 | text+=" self.failUnlessEqual(res.shape,%s,\"wrong shape of result.\")\n"%str(sh) |
| 1639 | text+=" self.failUnless(Lsup(%s-ref)<=self.RES_TOL*Lsup(ref),\"wrong result\")\n"%res |
| 1640 | |
| 1641 | |
| 1642 | t_prog+=text |
| 1643 | print test_header |
| 1644 | print t_prog |
| 1645 | print test_tail |
| 1646 | 1/0 |
| 1647 | #======================================================================================================= |
| 1648 | # inverse |
| 1649 | #======================================================================================================= |
| 1650 | name="inverse" |
| 1651 | for case0 in ["array","Symbol","constData","taggedData","expandedData"]: |
| 1652 | for sh0 in [ (1,1), (2,2), (3,3)]: |
| 1653 | text=" #+++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++\n" |
| 1654 | tname="test_%s_%s_dim%s"%(name,case0,sh0[0]) |
| 1655 | text+=" def %s(self):\n"%tname |
| 1656 | a_0=makeArray(sh0,[-1.,1]) |
| 1657 | for i in range(sh0[0]): a_0[i,i]+=2 |
| 1658 | if case0 in ["taggedData", "expandedData"]: |
| 1659 | a1_0=makeArray(sh0,[-1.,1]) |
| 1660 | for i in range(sh0[0]): a1_0[i,i]+=3 |
| 1661 | else: |
| 1662 | a1_0=a_0 |
| 1663 | |
| 1664 | text+=mkText(case0,"arg",a_0,a1_0) |
| 1665 | text+=" res=%s(arg)\n"%name |
| 1666 | if case0=="Symbol": |
| 1667 | text+=mkText("array","s",a_0,a1_0) |
| 1668 | text+=" sub=res.substitute({arg:s})\n" |
| 1669 | res="sub" |
| 1670 | ref="s" |
| 1671 | else: |
| 1672 | ref="arg" |
| 1673 | res="res" |
| 1674 | text+=mkTypeAndShapeTest(case0,sh0,"res") |
| 1675 | text+=" self.failUnless(Lsup(matrixmult(%s,%s)-kronecker(%s))<=self.RES_TOL,\"wrong result\")\n"%(res,ref,sh0[0]) |
| 1676 | |
| 1677 | if case0 == "taggedData" : |
| 1678 | t_prog_with_tags+=text |
| 1679 | else: |
| 1680 | t_prog+=text |
| 1681 | |
| 1682 | print test_header |
| 1683 | # print t_prog |
| 1684 | print t_prog_with_tags |
| 1685 | print test_tail |
| 1686 | 1/0 |
| 1687 | |
| 1688 | #======================================================================================================= |
| 1689 | # trace |
| 1690 | #======================================================================================================= |
| 1691 | def traceTest(r,offset): |
| 1692 | sh=r.shape |
| 1693 | r1=1 |
| 1694 | for i in range(offset): r1*=sh[i] |
| 1695 | r2=1 |
| 1696 | for i in range(offset+2,len(sh)): r2*=sh[i] |
| 1697 | r_s=numarray.reshape(r,(r1,sh[offset],sh[offset],r2)) |
| 1698 | s=numarray.zeros([r1,r2],numarray.Float) |
| 1699 | for i1 in range(r1): |
| 1700 | for i2 in range(r2): |
| 1701 | for j in range(sh[offset]): s[i1,i2]+=r_s[i1,j,j,i2] |
| 1702 | return s.resize(sh[:offset]+sh[offset+2:]) |
| 1703 | name,tt="trace",traceTest |
| 1704 | for case0 in ["array","Symbol","constData","taggedData","expandedData"]: |
| 1705 | for sh0 in [ (4,5), (6,2,2),(3,2,3,4)]: |
| 1706 | for offset in range(len(sh0)-1): |
| 1707 | text=" #+++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++\n" |
| 1708 | tname="test_%s_%s_rank%s_offset%s"%(name,case0,len(sh0),offset) |
| 1709 | text+=" def %s(self):\n"%tname |
| 1710 | sh_t=list(sh0) |
| 1711 | sh_t[offset+1]=sh_t[offset] |
| 1712 | sh_t=tuple(sh_t) |
| 1713 | sh_r=[] |
| 1714 | for i in range(offset): sh_r.append(sh0[i]) |
| 1715 | for i in range(offset+2,len(sh0)): sh_r.append(sh0[i]) |
| 1716 | sh_r=tuple(sh_r) |
| 1717 | a_0=makeArray(sh_t,[-1.,1]) |
| 1718 | if case0 in ["taggedData", "expandedData"]: |
| 1719 | a1_0=makeArray(sh_t,[-1.,1]) |
| 1720 | else: |
| 1721 | a1_0=a_0 |
| 1722 | r=tt(a_0,offset) |
| 1723 | r1=tt(a1_0,offset) |
| 1724 | text+=mkText(case0,"arg",a_0,a1_0) |
| 1725 | text+=" res=%s(arg,%s)\n"%(name,offset) |
| 1726 | if case0=="Symbol": |
| 1727 | text+=mkText("array","s",a_0,a1_0) |
| 1728 | text+=" sub=res.substitute({arg:s})\n" |
| 1729 | res="sub" |
| 1730 | text+=mkText("array","ref",r,r1) |
| 1731 | else: |
| 1732 | res="res" |
| 1733 | text+=mkText(case0,"ref",r,r1) |
| 1734 | text+=mkTypeAndShapeTest(case0,sh_r,"res") |
| 1735 | text+=" self.failUnless(Lsup(%s-ref)<=self.RES_TOL*Lsup(ref),\"wrong result\")\n"%res |
| 1736 | |
| 1737 | if case0 == "taggedData" : |
| 1738 | t_prog_with_tags+=text |
| 1739 | else: |
| 1740 | t_prog+=text |
| 1741 | |
| 1742 | print test_header |
| 1743 | # print t_prog |
| 1744 | print t_prog_with_tags |
| 1745 | print test_tail |
| 1746 | 1/0 |
| 1747 | |
| 1748 | #======================================================================================================= |
| 1749 | # clip |
| 1750 | #======================================================================================================= |
| 1751 | oper_L=[["clip",clipTEST]] |
| 1752 | for oper in oper_L: |
| 1753 | for case0 in ["float","array","Symbol","constData","taggedData","expandedData"]: |
| 1754 | for sh0 in [ (),(2,), (4,5), (6,2,2),(3,2,3,4)]: |
| 1755 | if len(sh0)==0 or not case0=="float": |
| 1756 | text=" #+++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++\n" |
| 1757 | tname="test_%s_%s_rank%s"%(oper[0],case0,len(sh0)) |
| 1758 | text+=" def %s(self):\n"%tname |
| 1759 | a_0=makeArray(sh0,[-1.,1]) |
| 1760 | if case0 in ["taggedData", "expandedData"]: |
| 1761 | a1_0=makeArray(sh0,[-1.,1]) |
| 1762 | else: |
| 1763 | a1_0=a_0 |
| 1764 | |
| 1765 | r=oper[1](a_0,-0.3,0.5) |
| 1766 | r1=oper[1](a1_0,-0.3,0.5) |
| 1767 | text+=mkText(case0,"arg",a_0,a1_0) |
| 1768 | text+=" res=%s(arg,-0.3,0.5)\n"%oper[0] |
| 1769 | if case0=="Symbol": |
| 1770 | text+=mkText("array","s",a_0,a1_0) |
| 1771 | text+=" sub=res.substitute({arg:s})\n" |
| 1772 | res="sub" |
| 1773 | text+=mkText("array","ref",r,r1) |
| 1774 | else: |
| 1775 | res="res" |
| 1776 | text+=mkText(case0,"ref",r,r1) |
| 1777 | text+=mkTypeAndShapeTest(case0,sh0,"res") |
| 1778 | text+=" self.failUnless(Lsup(%s-ref)<=self.RES_TOL*Lsup(ref),\"wrong result\")\n"%res |
| 1779 | |
| 1780 | if case0 == "taggedData" : |
| 1781 | t_prog_with_tags+=text |
| 1782 | else: |
| 1783 | t_prog+=text |
| 1784 | |
| 1785 | print test_header |
| 1786 | # print t_prog |
| 1787 | print t_prog_with_tags |
| 1788 | print test_tail |
| 1789 | 1/0 |
| 1790 | |
| 1791 | #======================================================================================================= |
| 1792 | # maximum, minimum, clipping |
| 1793 | #======================================================================================================= |
| 1794 | oper_L=[ ["maximum",maximumTEST], |
| 1795 | ["minimum",minimumTEST]] |
| 1796 | for oper in oper_L: |
| 1797 | for case0 in ["float","array","Symbol","constData","taggedData","expandedData"]: |
| 1798 | for sh1 in [ (),(2,), (4,5), (6,2,2),(3,2,3,4)]: |
| 1799 | for case1 in ["float","array","Symbol","constData","taggedData","expandedData"]: |
| 1800 | for sh0 in [ (),(2,), (4,5), (6,2,2),(3,2,3,4)]: |
| 1801 | if (len(sh0)==0 or not case0=="float") and (len(sh1)==0 or not case1=="float") \ |
| 1802 | and (sh0==sh1 or len(sh0)==0 or len(sh1)==0) : |
| 1803 | use_tagging_for_expanded_data= case0=="taggedData" or case1=="taggedData" |
| 1804 | |
| 1805 | text=" #+++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++\n" |
| 1806 | tname="test_%s_%s_rank%s_%s_rank%s"%(oper[0],case0,len(sh0),case1,len(sh1)) |
| 1807 | text+=" def %s(self):\n"%tname |
| 1808 | a_0=makeArray(sh0,[-1.,1]) |
| 1809 | if case0 in ["taggedData", "expandedData"]: |
| 1810 | a1_0=makeArray(sh0,[-1.,1]) |
| 1811 | else: |
| 1812 | a1_0=a_0 |
| 1813 | |
| 1814 | a_1=makeArray(sh1,[-1.,1]) |
| 1815 | if case1 in ["taggedData", "expandedData"]: |
| 1816 | a1_1=makeArray(sh1,[-1.,1]) |
| 1817 | else: |
| 1818 | a1_1=a_1 |
| 1819 | r=oper[1](a_0,a_1) |
| 1820 | r1=oper[1](a1_0,a1_1) |
| 1821 | text+=mkText(case0,"arg0",a_0,a1_0,use_tagging_for_expanded_data) |
| 1822 | text+=mkText(case1,"arg1",a_1,a1_1,use_tagging_for_expanded_data) |
| 1823 | text+=" res=%s(arg0,arg1)\n"%oper[0] |
| 1824 | case=getResultCaseForBin(case0,case1) |
| 1825 | if case=="Symbol": |
| 1826 | c0_res,c1_res=case0,case1 |
| 1827 | subs="{" |
| 1828 | if case0=="Symbol": |
| 1829 | text+=mkText("array","s0",a_0,a1_0) |
| 1830 | subs+="arg0:s0" |
| 1831 | c0_res="array" |
| 1832 | if case1=="Symbol": |
| 1833 | text+=mkText("array","s1",a_1,a1_1) |
| 1834 | if not subs.endswith("{"): subs+="," |
| 1835 | subs+="arg1:s1" |
| 1836 | c1_res="array" |
| 1837 | subs+="}" |
| 1838 | text+=" sub=res.substitute(%s)\n"%subs |
| 1839 | res="sub" |
| 1840 | text+=mkText(getResultCaseForBin(c0_res,c1_res),"ref",r,r1) |
| 1841 | else: |
| 1842 | res="res" |
| 1843 | text+=mkText(case,"ref",r,r1) |
| 1844 | if len(sh0)>len(sh1): |
| 1845 | text+=mkTypeAndShapeTest(case,sh0,"res") |
| 1846 | else: |
| 1847 | text+=mkTypeAndShapeTest(case,sh1,"res") |
| 1848 | text+=" self.failUnless(Lsup(%s-ref)<=self.RES_TOL*Lsup(ref),\"wrong result\")\n"%res |
| 1849 | |
| 1850 | if case0 == "taggedData" or case1 == "taggedData": |
| 1851 | t_prog_with_tags+=text |
| 1852 | else: |
| 1853 | t_prog+=text |
| 1854 | |
| 1855 | print test_header |
| 1856 | # print t_prog |
| 1857 | print t_prog_with_tags |
| 1858 | print test_tail |
| 1859 | 1/0 |
| 1860 | |
| 1861 | |
| 1862 | #======================================================================================================= |
| 1863 | # outer inner |
| 1864 | #======================================================================================================= |
| 1865 | oper=["outer",outerTEST] |
| 1866 | # oper=["inner",innerTEST] |
| 1867 | for case0 in ["float","array","Symbol","constData","taggedData","expandedData"]: |
| 1868 | for sh1 in [ (),(2,), (4,5), (6,2,2),(3,2,3,4)]: |
| 1869 | for case1 in ["float","array","Symbol","constData","taggedData","expandedData"]: |
| 1870 | for sh0 in [ (),(2,), (4,5), (6,2,2),(3,2,3,4)]: |
| 1871 | if (len(sh0)==0 or not case0=="float") and (len(sh1)==0 or not case1=="float") \ |
| 1872 | and len(sh0+sh1)<5: |
| 1873 | use_tagging_for_expanded_data= case0=="taggedData" or case1=="taggedData" |
| 1874 | |
| 1875 | text=" #+++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++\n" |
| 1876 | tname="test_%s_%s_rank%s_%s_rank%s"%(oper[0],case0,len(sh0),case1,len(sh1)) |
| 1877 | text+=" def %s(self):\n"%tname |
| 1878 | a_0=makeArray(sh0,[-1.,1]) |
| 1879 | if case0 in ["taggedData", "expandedData"]: |
| 1880 | a1_0=makeArray(sh0,[-1.,1]) |
| 1881 | else: |
| 1882 | a1_0=a_0 |
| 1883 | |
| 1884 | a_1=makeArray(sh1,[-1.,1]) |
| 1885 | if case1 in ["taggedData", "expandedData"]: |
| 1886 | a1_1=makeArray(sh1,[-1.,1]) |
| 1887 | else: |
| 1888 | a1_1=a_1 |
| 1889 | r=oper[1](a_0,a_1) |
| 1890 | r1=oper[1](a1_0,a1_1) |
| 1891 | text+=mkText(case0,"arg0",a_0,a1_0,use_tagging_for_expanded_data) |
| 1892 | text+=mkText(case1,"arg1",a_1,a1_1,use_tagging_for_expanded_data) |
| 1893 | text+=" res=%s(arg0,arg1)\n"%oper[0] |
| 1894 | case=getResultCaseForBin(case0,case1) |
| 1895 | if case=="Symbol": |
| 1896 | c0_res,c1_res=case0,case1 |
| 1897 | subs="{" |
| 1898 | if case0=="Symbol": |
| 1899 | text+=mkText("array","s0",a_0,a1_0) |
| 1900 | subs+="arg0:s0" |
| 1901 | c0_res="array" |
| 1902 | if case1=="Symbol": |
| 1903 | text+=mkText("array","s1",a_1,a1_1) |
| 1904 | if not subs.endswith("{"): subs+="," |
| 1905 | subs+="arg1:s1" |
| 1906 | c1_res="array" |
| 1907 | subs+="}" |
| 1908 | text+=" sub=res.substitute(%s)\n"%subs |
| 1909 | res="sub" |
| 1910 | text+=mkText(getResultCaseForBin(c0_res,c1_res),"ref",r,r1) |
| 1911 | else: |
| 1912 | res="res" |
| 1913 | text+=mkText(case,"ref",r,r1) |
| 1914 | text+=mkTypeAndShapeTest(case,sh0+sh1,"res") |
| 1915 | text+=" self.failUnless(Lsup(%s-ref)<=self.RES_TOL*Lsup(ref),\"wrong result\")\n"%res |
| 1916 | |
| 1917 | if case0 == "taggedData" or case1 == "taggedData": |
| 1918 | t_prog_with_tags+=text |
| 1919 | else: |
| 1920 | t_prog+=text |
| 1921 | |
| 1922 | print test_header |
| 1923 | # print t_prog |
| 1924 | print t_prog_with_tags |
| 1925 | print test_tail |
| 1926 | 1/0 |
| 1927 | |
| 1928 | #======================================================================================================= |
| 1929 | # local reduction |
| 1930 | #======================================================================================================= |
| 1931 | for oper in [["length",0.,"out+%a1%**2","math.sqrt(out)"], |
| 1932 | ["maxval",-1.e99,"max(out,%a1%)","out"], |
| 1933 | ["minval",1.e99,"min(out,%a1%)","out"] ]: |
| 1934 | for case in case_set: |
| 1935 | for sh in shape_set: |
| 1936 | if not case=="float" or len(sh)==0: |
| 1937 | text="" |
| 1938 | text+=" #+++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++\n" |
| 1939 | tname="def test_%s_%s_rank%s"%(oper[0],case,len(sh)) |
| 1940 | text+=" %s(self):\n"%tname |
| 1941 | a=makeArray(sh,[-1.,1.]) |
| 1942 | a1=makeArray(sh,[-1.,1.]) |
| 1943 | r1=testReduce(a1,oper[1],oper[2],oper[3]) |
| 1944 | r=testReduce(a,oper[1],oper[2],oper[3]) |
| 1945 | |
| 1946 | text+=mkText(case,"arg",a,a1) |
| 1947 | text+=" res=%s(arg)\n"%oper[0] |
| 1948 | if case=="Symbol": |
| 1949 | text+=mkText("array","s",a,a1) |
| 1950 | text+=" sub=res.substitute({arg:s})\n" |
| 1951 | text+=mkText("array","ref",r,r1) |
| 1952 | res="sub" |
| 1953 | else: |
| 1954 | text+=mkText(case,"ref",r,r1) |
| 1955 | res="res" |
| 1956 | if oper[0]=="length": |
| 1957 | text+=mkTypeAndShapeTest(case,(),"res") |
| 1958 | else: |
| 1959 | if case=="float" or case=="array": |
| 1960 | text+=mkTypeAndShapeTest("float",(),"res") |
| 1961 | else: |
| 1962 | text+=mkTypeAndShapeTest(case,(),"res") |
| 1963 | text+=" self.failUnless(Lsup(%s-ref)<=self.RES_TOL*Lsup(ref),\"wrong result\")\n"%res |
| 1964 | if case == "taggedData": |
| 1965 | t_prog_with_tags+=text |
| 1966 | else: |
| 1967 | t_prog+=text |
| 1968 | print test_header |
| 1969 | # print t_prog |
| 1970 | print t_prog_with_tags |
| 1971 | print test_tail |
| 1972 | 1/0 |
| 1973 | |
| 1974 | #======================================================================================================= |
| 1975 | # tensor multiply |
| 1976 | #======================================================================================================= |
| 1977 | # oper=["generalTensorProduct",tensorProductTest] |
| 1978 | # oper=["matrixmult",testMatrixMult] |
| 1979 | oper=["tensormult",testTensorMult] |
| 1980 | |
| 1981 | for case0 in ["float","array","Symbol","constData","taggedData","expandedData"]: |
| 1982 | for sh0 in [ (),(2,), (4,5), (6,2,2),(3,2,3,4)]: |
| 1983 | for case1 in ["float","array","Symbol","constData","taggedData","expandedData"]: |
| 1984 | for sh1 in [ (),(2,), (4,5), (6,2,2),(3,2,3,4)]: |
| 1985 | for sh_s in [ (),(3,), (2,3), (2,4,3),(4,2,3,2)]: |
| 1986 | if (len(sh0+sh_s)==0 or not case0=="float") and (len(sh1+sh_s)==0 or not case1=="float") \ |
| 1987 | and len(sh0+sh1)<5 and len(sh0+sh_s)<5 and len(sh1+sh_s)<5: |
| 1988 | # if len(sh_s)==1 and len(sh0+sh_s)==2 and (len(sh_s+sh1)==1 or len(sh_s+sh1)==2)): # test for matrixmult |
| 1989 | if ( len(sh_s)==1 and len(sh0+sh_s)==2 and ( len(sh1+sh_s)==2 or len(sh1+sh_s)==1 )) or (len(sh_s)==2 and len(sh0+sh_s)==4 and (len(sh1+sh_s)==2 or len(sh1+sh_s)==3 or len(sh1+sh_s)==4)): # test for tensormult |
| 1990 | case=getResultCaseForBin(case0,case1) |
| 1991 | use_tagging_for_expanded_data= case0=="taggedData" or case1=="taggedData" |
| 1992 | text=" #+++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++\n" |
| 1993 | # tname="test_generalTensorProduct_%s_rank%s_%s_rank%s_offset%s"%(case0,len(sh0+sh_s),case1,len(sh_s+sh1),len(sh_s)) |
| 1994 | #tname="test_matrixmult_%s_rank%s_%s_rank%s"%(case0,len(sh0+sh_s),case1,len(sh_s+sh1)) |
| 1995 | tname="test_tensormult_%s_rank%s_%s_rank%s"%(case0,len(sh0+sh_s),case1,len(sh_s+sh1)) |
| 1996 | # if tname=="test_generalTensorProduct_array_rank1_array_rank2_offset1": |
| 1997 | # print tnametest_generalTensorProduct_Symbol_rank1_Symbol_rank3_offset1 |
| 1998 | text+=" def %s(self):\n"%tname |
| 1999 | a_0=makeArray(sh0+sh_s,[-1.,1]) |
| 2000 | if case0 in ["taggedData", "expandedData"]: |
| 2001 | a1_0=makeArray(sh0+sh_s,[-1.,1]) |
| 2002 | else: |
| 2003 | a1_0=a_0 |
| 2004 | |
| 2005 | a_1=makeArray(sh_s+sh1,[-1.,1]) |
| 2006 | if case1 in ["taggedData", "expandedData"]: |
| 2007 | a1_1=makeArray(sh_s+sh1,[-1.,1]) |
| 2008 | else: |
| 2009 | a1_1=a_1 |
| 2010 | r=oper[1](a_0,a_1,sh_s) |
| 2011 | r1=oper[1](a1_0,a1_1,sh_s) |
| 2012 | text+=mkText(case0,"arg0",a_0,a1_0,use_tagging_for_expanded_data) |
| 2013 | text+=mkText(case1,"arg1",a_1,a1_1,use_tagging_for_expanded_data) |
| 2014 | #text+=" res=matrixmult(arg0,arg1)\n" |
| 2015 | text+=" res=tensormult(arg0,arg1)\n" |
| 2016 | #text+=" res=generalTensorProduct(arg0,arg1,offset=%s)\n"%(len(sh_s)) |
| 2017 | if case=="Symbol": |
| 2018 | c0_res,c1_res=case0,case1 |
| 2019 | subs="{" |
| 2020 | if case0=="Symbol": |
| 2021 | text+=mkText("array","s0",a_0,a1_0) |
| 2022 | subs+="arg0:s0" |
| 2023 | c0_res="array" |
| 2024 | if case1=="Symbol": |
| 2025 | text+=mkText("array","s1",a_1,a1_1) |
| 2026 | if not subs.endswith("{"): subs+="," |
| 2027 | subs+="arg1:s1" |
| 2028 | c1_res="array" |
| 2029 | subs+="}" |
| 2030 | text+=" sub=res.substitute(%s)\n"%subs |
| 2031 | res="sub" |
| 2032 | text+=mkText(getResultCaseForBin(c0_res,c1_res),"ref",r,r1) |
| 2033 | else: |
| 2034 | res="res" |
| 2035 | text+=mkText(case,"ref",r,r1) |
| 2036 | text+=mkTypeAndShapeTest(case,sh0+sh1,"res") |
| 2037 | text+=" self.failUnless(Lsup(%s-ref)<=self.RES_TOL*Lsup(ref),\"wrong result\")\n"%res |
| 2038 | if case0 == "taggedData" or case1 == "taggedData": |
| 2039 | t_prog_with_tags+=text |
| 2040 | else: |
| 2041 | t_prog+=text |
| 2042 | print test_header |
| 2043 | # print t_prog |
| 2044 | print t_prog_with_tags |
| 2045 | print test_tail |
| 2046 | 1/0 |
| 2047 | #======================================================================================================= |
| 2048 | # basic binary operation overloading (tests only!) |
| 2049 | #======================================================================================================= |
| 2050 | oper_range=[-5.,5.] |
| 2051 | for oper in [["add" ,"+",[-5.,5.]], |
| 2052 | ["sub" ,"-",[-5.,5.]], |
| 2053 | ["mult","*",[-5.,5.]], |
| 2054 | ["div" ,"/",[-5.,5.]], |
| 2055 | ["pow" ,"**",[0.01,5.]]]: |
| 2056 | for case0 in case_set: |
| 2057 | for sh0 in shape_set: |
| 2058 | for case1 in case_set: |
| 2059 | for sh1 in shape_set: |
| 2060 | if not case0=="array" and \ |
| 2061 | (not case0=="float" or len(sh0)==0) and (not case1=="float" or len(sh1)==0) and \ |
| 2062 | (sh0==() or sh1==() or sh1==sh0) and \ |
| 2063 | not (case0 in ["float","array"] and case1 in ["float","array"]): |
| 2064 | use_tagging_for_expanded_data= case0=="taggedData" or case1=="taggedData" |
| 2065 | text=" #+++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++\n" |
| 2066 | tname="test_%s_overloaded_%s_rank%s_%s_rank%s"%(oper[0],case0,len(sh0),case1,len(sh1)) |
| 2067 | text+=" def %s(self):\n"%tname |
| 2068 | a_0=makeArray(sh0,oper[2]) |
| 2069 | if case0 in ["taggedData", "expandedData"]: |
| 2070 | a1_0=makeArray(sh0,oper[2]) |
| 2071 | else: |
| 2072 | a1_0=a_0 |
| 2073 | |
| 2074 | a_1=makeArray(sh1,oper[2]) |
| 2075 | if case1 in ["taggedData", "expandedData"]: |
| 2076 | a1_1=makeArray(sh1,oper[2]) |
| 2077 | else: |
| 2078 | a1_1=a_1 |
| 2079 | r1=makeResult2(a1_0,a1_1,"%a1%"+oper[1]+"%a2%") |
| 2080 | r=makeResult2(a_0,a_1,"%a1%"+oper[1]+"%a2%") |
| 2081 | text+=mkText(case0,"arg0",a_0,a1_0,use_tagging_for_expanded_data) |
| 2082 | text+=mkText(case1,"arg1",a_1,a1_1,use_tagging_for_expanded_data) |
| 2083 | text+=" res=arg0%sarg1\n"%oper[1] |
| 2084 | |
| 2085 | case=getResultCaseForBin(case0,case1) |
| 2086 | if case=="Symbol": |
| 2087 | c0_res,c1_res=case0,case1 |
| 2088 | subs="{" |
| 2089 | if case0=="Symbol": |
| 2090 | text+=mkText("array","s0",a_0,a1_0) |
| 2091 | subs+="arg0:s0" |
| 2092 | c0_res="array" |
| 2093 | if case1=="Symbol": |
| 2094 | text+=mkText("array","s1",a_1,a1_1) |
| 2095 | if not subs.endswith("{"): subs+="," |
| 2096 | subs+="arg1:s1" |
| 2097 | c1_res="array" |
| 2098 | subs+="}" |
| 2099 | text+=" sub=res.substitute(%s)\n"%subs |
| 2100 | res="sub" |
| 2101 | text+=mkText(getResultCaseForBin(c0_res,c1_res),"ref",r,r1) |
| 2102 | else: |
| 2103 | res="res" |
| 2104 | text+=mkText(case,"ref",r,r1) |
| 2105 | if isinstance(r,float): |
| 2106 | text+=mkTypeAndShapeTest(case,(),"res") |
| 2107 | else: |
| 2108 | text+=mkTypeAndShapeTest(case,r.shape,"res") |
| 2109 | text+=" self.failUnless(Lsup(%s-ref)<=self.RES_TOL*Lsup(ref),\"wrong result\")\n"%res |
| 2110 | |
| 2111 | if case0 in [ "constData","taggedData","expandedData"] and case1 == "Symbol": |
| 2112 | t_prog_failing+=text |
| 2113 | else: |
| 2114 | if case0 == "taggedData" or case1 == "taggedData": |
| 2115 | t_prog_with_tags+=text |
| 2116 | else: |
| 2117 | t_prog+=text |
| 2118 | |
| 2119 | |
| 2120 | print test_header |
| 2121 | # print t_prog |
| 2122 | # print t_prog_with_tags |
| 2123 | print t_prog_failing |
| 2124 | print test_tail |
| 2125 | 1/0 |
| 2126 | #======================================================================================================= |
| 2127 | # basic binary operations (tests only!) |
| 2128 | #======================================================================================================= |
| 2129 | oper_range=[-5.,5.] |
| 2130 | for oper in [["add" ,"+",[-5.,5.]], |
| 2131 | ["mult","*",[-5.,5.]], |
| 2132 | ["quotient" ,"/",[-5.,5.]], |
| 2133 | ["power" ,"**",[0.01,5.]]]: |
| 2134 | for case0 in case_set: |
| 2135 | for case1 in case_set: |
| 2136 | for sh in shape_set: |
| 2137 | for sh_p in shape_set: |
| 2138 | if len(sh_p)>0: |
| 2139 | resource=[-1,1] |
| 2140 | else: |
| 2141 | resource=[1] |
| 2142 | for sh_d in resource: |
| 2143 | if sh_d>0: |
| 2144 | sh0=sh |
| 2145 | sh1=sh+sh_p |
| 2146 | else: |
| 2147 | sh1=sh |
| 2148 | sh0=sh+sh_p |
| 2149 | |
| 2150 | if (not case0=="float" or len(sh0)==0) and (not case1=="float" or len(sh1)==0) and \ |
| 2151 | len(sh0)<5 and len(sh1)<5: |
| 2152 | use_tagging_for_expanded_data= case0=="taggedData" or case1=="taggedData" |
| 2153 | text=" #+++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++\n" |
| 2154 | tname="test_%s_%s_rank%s_%s_rank%s"%(oper[0],case0,len(sh0),case1,len(sh1)) |
| 2155 | text+=" def %s(self):\n"%tname |
| 2156 | a_0=makeArray(sh0,oper[2]) |
| 2157 | if case0 in ["taggedData", "expandedData"]: |
| 2158 | a1_0=makeArray(sh0,oper[2]) |
| 2159 | else: |
| 2160 | a1_0=a_0 |
| 2161 | |
| 2162 | a_1=makeArray(sh1,oper[2]) |
| 2163 | if case1 in ["taggedData", "expandedData"]: |
| 2164 | a1_1=makeArray(sh1,oper[2]) |
| 2165 | else: |
| 2166 | a1_1=a_1 |
| 2167 | r1=makeResult2(a1_0,a1_1,"%a1%"+oper[1]+"%a2%") |
| 2168 | r=makeResult2(a_0,a_1,"%a1%"+oper[1]+"%a2%") |
| 2169 | text+=mkText(case0,"arg0",a_0,a1_0,use_tagging_for_expanded_data) |
| 2170 | text+=mkText(case1,"arg1",a_1,a1_1,use_tagging_for_expanded_data) |
| 2171 | text+=" res=%s(arg0,arg1)\n"%oper[0] |
| 2172 | |
| 2173 | case=getResultCaseForBin(case0,case1) |
| 2174 | if case=="Symbol": |
| 2175 | c0_res,c1_res=case0,case1 |
| 2176 | subs="{" |
| 2177 | if case0=="Symbol": |
| 2178 | text+=mkText("array","s0",a_0,a1_0) |
| 2179 | subs+="arg0:s0" |
| 2180 | c0_res="array" |
| 2181 | if case1=="Symbol": |
| 2182 | text+=mkText("array","s1",a_1,a1_1) |
| 2183 | if not subs.endswith("{"): subs+="," |
| 2184 | subs+="arg1:s1" |
| 2185 | c1_res="array" |
| 2186 | subs+="}" |
| 2187 | text+=" sub=res.substitute(%s)\n"%subs |
| 2188 | res="sub" |
| 2189 | text+=mkText(getResultCaseForBin(c0_res,c1_res),"ref",r,r1) |
| 2190 | else: |
| 2191 | res="res" |
| 2192 | text+=mkText(case,"ref",r,r1) |
| 2193 | if isinstance(r,float): |
| 2194 | text+=mkTypeAndShapeTest(case,(),"res") |
| 2195 | else: |
| 2196 | text+=mkTypeAndShapeTest(case,r.shape,"res") |
| 2197 | text+=" self.failUnless(Lsup(%s-ref)<=self.RES_TOL*Lsup(ref),\"wrong result\")\n"%res |
| 2198 | |
| 2199 | if case0 == "taggedData" or case1 == "taggedData": |
| 2200 | t_prog_with_tags+=text |
| 2201 | else: |
| 2202 | t_prog+=text |
| 2203 | print test_header |
| 2204 | # print t_prog |
| 2205 | print t_prog_with_tags |
| 2206 | print test_tail |
| 2207 | 1/0 |
| 2208 | |
| 2209 | # print t_prog_with_tagsoper_range=[-5.,5.] |
| 2210 | for oper in [["add" ,"+",[-5.,5.]], |
| 2211 | ["sub" ,"-",[-5.,5.]], |
| 2212 | ["mult","*",[-5.,5.]], |
| 2213 | ["div" ,"/",[-5.,5.]], |
| 2214 | ["pow" ,"**",[0.01,5.]]]: |
| 2215 | for case0 in case_set: |
| 2216 | for sh0 in shape_set: |
| 2217 | for case1 in case_set: |
| 2218 | for sh1 in shape_set: |
| 2219 | if (not case0=="float" or len(sh0)==0) and (not case1=="float" or len(sh1)==0) and \ |
| 2220 | (sh0==() or sh1==() or sh1==sh0) and \ |
| 2221 | not (case0 in ["float","array"] and case1 in ["float","array"]): |
| 2222 | text=" #+++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++\n" |
| 2223 | tname="test_%s_%s_rank%s_%s_rank%s"%(oper[0],case0,len(sh0),case1,len(sh1)) |
| 2224 | text+=" def %s(self):\n"%tname |
| 2225 | a_0=makeArray(sh0,oper[2]) |
| 2226 | if case0 in ["taggedData", "expandedData"]: |
| 2227 | a1_0=makeArray(sh0,oper[2]) |
| 2228 | else: |
| 2229 | a1_0=a_0 |
| 2230 | |
| 2231 | a_1=makeArray(sh1,oper[2]) |
| 2232 | if case1 in ["taggedData", "expandedData"]: |
| 2233 | a1_1=makeArray(sh1,oper[2]) |
| 2234 | else: |
| 2235 | a1_1=a_1 |
| 2236 | r1=makeResult2(a1_0,a1_1,"%a1%"+oper[1]+"%a2%") |
| 2237 | r=makeResult2(a_0,a_1,"%a1%"+oper[1]+"%a2%") |
| 2238 | text+=mkText(case0,"arg0",a_0,a1_0) |
| 2239 | text+=mkText(case1,"arg1",a_1,a1_1) |
| 2240 | text+=" res=arg0%sarg1\n"%oper[1] |
| 2241 | |
| 2242 | case=getResultCaseForBin(case0,case1) |
| 2243 | if case=="Symbol": |
| 2244 | c0_res,c1_res=case0,case1 |
| 2245 | subs="{" |
| 2246 | if case0=="Symbol": |
| 2247 | text+=mkText("array","s0",a_0,a1_0) |
| 2248 | subs+="arg0:s0" |
| 2249 | c0_res="array" |
| 2250 | if case1=="Symbol": |
| 2251 | text+=mkText("array","s1",a_1,a1_1) |
| 2252 | if not subs.endswith("{"): subs+="," |
| 2253 | subs+="arg1:s1" |
| 2254 | c1_res="array" |
| 2255 | subs+="}" |
| 2256 | text+=" sub=res.substitute(%s)\n"%subs |
| 2257 | res="sub" |
| 2258 | text+=mkText(getResultCaseForBin(c0_res,c1_res),"ref",r,r1) |
| 2259 | else: |
| 2260 | res="res" |
| 2261 | text+=mkText(case,"ref",r,r1) |
| 2262 | if isinstance(r,float): |
| 2263 | text+=mkTypeAndShapeTest(case,(),"res") |
| 2264 | else: |
| 2265 | text+=mkTypeAndShapeTest(case,r.shape,"res") |
| 2266 | text+=" self.failUnless(Lsup(%s-ref)<=self.RES_TOL*Lsup(ref),\"wrong result\")\n"%res |
| 2267 | |
| 2268 | if case0 in [ "constData","taggedData","expandedData"] and case1 == "Symbol": |
| 2269 | t_prog_failing+=text |
| 2270 | else: |
| 2271 | if case0 == "taggedData" or case1 == "taggedData": |
| 2272 | t_prog_with_tags+=text |
| 2273 | else: |
| 2274 | t_prog+=text |