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test for the grad fucntion added
| 1 | jgs | 154 | #!/usr/bin/python |
| 2 | gross | 283 | # $Id$ |
| 3 | jgs | 154 | |
| 4 | """ | ||
| 5 | program generates parts of the util.py and the test_util.py script | ||
| 6 | """ | ||
| 7 | gross | 157 | 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 | jgs | 154 | t_prog="" |
| 26 | gross | 157 | t_prog_with_tags="" |
| 27 | t_prog_failing="" | ||
| 28 | u_prog="" | ||
| 29 | jgs | 154 | |
| 30 | gross | 157 | def wherepos(arg): |
| 31 | if arg>0.: | ||
| 32 | return 1. | ||
| 33 | else: | ||
| 34 | return 0. | ||
| 35 | |||
| 36 | gross | 313 | |
| 37 | gross | 157 | 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 | jgs | 154 | import random |
| 53 | import numarray | ||
| 54 | import math | ||
| 55 | finc=1.e-6 | ||
| 56 | |||
| 57 | gross | 157 | 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 | jgs | 154 | |
| 152 | gross | 157 | |
| 153 | jgs | 154 | def makeArray(shape,rng): |
| 154 | l=rng[1]-rng[0] | ||
| 155 | out=numarray.zeros(shape,numarray.Float64) | ||
| 156 | if len(shape)==0: | ||
| 157 | gross | 157 | out=l*random.random()+rng[0] |
| 158 | jgs | 154 | 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 | gross | 437 | 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 | jgs | 154 | else: |
| 184 | gross | 437 | raise SystemError,"rank is restricted to 5" |
| 185 | jgs | 154 | return out |
| 186 | |||
| 187 | |||
| 188 | gross | 157 | def makeResult(val,test_expr): |
| 189 | jgs | 154 | if isinstance(val,float): |
| 190 | gross | 157 | out=eval(test_expr.replace("%a1%","val")) |
| 191 | jgs | 154 | elif len(val.shape)==0: |
| 192 | gross | 157 | out=eval(test_expr.replace("%a1%","val")) |
| 193 | jgs | 154 | elif len(val.shape)==1: |
| 194 | out=numarray.zeros(val.shape,numarray.Float64) | ||
| 195 | for i0 in range(val.shape[0]): | ||
| 196 | gross | 157 | out[i0]=eval(test_expr.replace("%a1%","val[i0]")) |
| 197 | jgs | 154 | elif len(val.shape)==2: |
| 198 | out=numarray.zeros(val.shape,numarray.Float64) | ||
| 199 | for i0 in range(val.shape[0]): | ||
| 200 | for i1 in range(val.shape[1]): | ||
| 201 | gross | 157 | out[i0,i1]=eval(test_expr.replace("%a1%","val[i0,i1]")) |
| 202 | jgs | 154 | elif len(val.shape)==3: |
| 203 | out=numarray.zeros(val.shape,numarray.Float64) | ||
| 204 | for i0 in range(val.shape[0]): | ||
| 205 | for i1 in range(val.shape[1]): | ||
| 206 | for i2 in range(val.shape[2]): | ||
| 207 | gross | 157 | out[i0,i1,i2]=eval(test_expr.replace("%a1%","val[i0,i1,i2]")) |
| 208 | jgs | 154 | elif len(val.shape)==4: |
| 209 | out=numarray.zeros(val.shape,numarray.Float64) | ||
| 210 | for i0 in range(val.shape[0]): | ||
| 211 | for i1 in range(val.shape[1]): | ||
| 212 | for i2 in range(val.shape[2]): | ||
| 213 | for i3 in range(val.shape[3]): | ||
| 214 | gross | 157 | out[i0,i1,i2,i3]=eval(test_expr.replace("%a1%","val[i0,i1,i2,i3]")) |
| 215 | jgs | 154 | else: |
| 216 | raise SystemError,"rank is restricted to 4" | ||
| 217 | return out | ||
| 218 | |||
| 219 | gross | 157 | def makeResult2(val0,val1,test_expr): |
| 220 | if isinstance(val0,float): | ||
| 221 | if isinstance(val1,float): | ||
| 222 | out=eval(test_expr.replace("%a1%","val0").replace("%a2%","val1")) | ||
| 223 | elif len(val1.shape)==0: | ||
| 224 | out=eval(test_expr.replace("%a1%","val0").replace("%a2%","val1")) | ||
| 225 | elif len(val1.shape)==1: | ||
| 226 | out=numarray.zeros(val1.shape,numarray.Float64) | ||
| 227 | for i0 in range(val1.shape[0]): | ||
| 228 | out[i0]=eval(test_expr.replace("%a1%","val0").replace("%a2%","val1[i0]")) | ||
| 229 | elif len(val1.shape)==2: | ||
| 230 | out=numarray.zeros(val1.shape,numarray.Float64) | ||
| 231 | for i0 in range(val1.shape[0]): | ||
| 232 | for i1 in range(val1.shape[1]): | ||
| 233 | out[i0,i1]=eval(test_expr.replace("%a1%","val0").replace("%a2%","val1[i0,i1]")) | ||
| 234 | elif len(val1.shape)==3: | ||
| 235 | out=numarray.zeros(val1.shape,numarray.Float64) | ||
| 236 | for i0 in range(val1.shape[0]): | ||
| 237 | for i1 in range(val1.shape[1]): | ||
| 238 | for i2 in range(val1.shape[2]): | ||
| 239 | out[i0,i1,i2]=eval(test_expr.replace("%a1%","val0").replace("%a2%","val1[i0,i1,i2]")) | ||
| 240 | elif len(val1.shape)==4: | ||
| 241 | out=numarray.zeros(val1.shape,numarray.Float64) | ||
| 242 | for i0 in range(val1.shape[0]): | ||
| 243 | for i1 in range(val1.shape[1]): | ||
| 244 | for i2 in range(val1.shape[2]): | ||
| 245 | for i3 in range(val1.shape[3]): | ||
| 246 | out[i0,i1,i2,i3]=eval(test_expr.replace("%a1%","val0").replace("%a2%","val1[i0,i1,i2,i3]")) | ||
| 247 | else: | ||
| 248 | raise SystemError,"rank of val1 is restricted to 4" | ||
| 249 | elif len(val0.shape)==0: | ||
| 250 | if isinstance(val1,float): | ||
| 251 | out=eval(test_expr.replace("%a1%","val0").replace("%a2%","val1")) | ||
| 252 | elif len(val1.shape)==0: | ||
| 253 | out=eval(test_expr.replace("%a1%","val0").replace("%a2%","val1")) | ||
| 254 | elif len(val1.shape)==1: | ||
| 255 | out=numarray.zeros(val1.shape,numarray.Float64) | ||
| 256 | for i0 in range(val1.shape[0]): | ||
| 257 | out[i0]=eval(test_expr.replace("%a1%","val0").replace("%a2%","val1[i0]")) | ||
| 258 | elif len(val1.shape)==2: | ||
| 259 | out=numarray.zeros(val1.shape,numarray.Float64) | ||
| 260 | for i0 in range(val1.shape[0]): | ||
| 261 | for i1 in range(val1.shape[1]): | ||
| 262 | out[i0,i1]=eval(test_expr.replace("%a1%","val0").replace("%a2%","val1[i0,i1]")) | ||
| 263 | elif len(val1.shape)==3: | ||
| 264 | out=numarray.zeros(val1.shape,numarray.Float64) | ||
| 265 | for i0 in range(val1.shape[0]): | ||
| 266 | for i1 in range(val1.shape[1]): | ||
| 267 | for i2 in range(val1.shape[2]): | ||
| 268 | out[i0,i1,i2]=eval(test_expr.replace("%a1%","val0").replace("%a2%","val1[i0,i1,i2]")) | ||
| 269 | elif len(val1.shape)==4: | ||
| 270 | out=numarray.zeros(val1.shape,numarray.Float64) | ||
| 271 | for i0 in range(val1.shape[0]): | ||
| 272 | for i1 in range(val1.shape[1]): | ||
| 273 | for i2 in range(val1.shape[2]): | ||
| 274 | for i3 in range(val1.shape[3]): | ||
| 275 | out[i0,i1,i2,i3]=eval(test_expr.replace("%a1%","val0").replace("%a2%","val1[i0,i1,i2,i3]")) | ||
| 276 | else: | ||
| 277 | raise SystemError,"rank of val1 is restricted to 4" | ||
| 278 | elif len(val0.shape)==1: | ||
| 279 | if isinstance(val1,float): | ||
| 280 | out=numarray.zeros(val0.shape,numarray.Float64) | ||
| 281 | for i0 in range(val0.shape[0]): | ||
| 282 | out[i0]=eval(test_expr.replace("%a1%","val0[i0]").replace("%a2%","val1")) | ||
| 283 | elif len(val1.shape)==0: | ||
| 284 | out=numarray.zeros(val0.shape,numarray.Float64) | ||
| 285 | for i0 in range(val0.shape[0]): | ||
| 286 | out[i0]=eval(test_expr.replace("%a1%","val0[i0]").replace("%a2%","val1")) | ||
| 287 | elif len(val1.shape)==1: | ||
| 288 | out=numarray.zeros(val0.shape,numarray.Float64) | ||
| 289 | for i0 in range(val0.shape[0]): | ||
| 290 | out[i0]=eval(test_expr.replace("%a1%","val0[i0]").replace("%a2%","val1[i0]")) | ||
| 291 | elif len(val1.shape)==2: | ||
| 292 | out=numarray.zeros(val0.shape+val1.shape[1:],numarray.Float64) | ||
| 293 | for i0 in range(val0.shape[0]): | ||
| 294 | for j1 in range(val1.shape[1]): | ||
| 295 | out[i0,j1]=eval(test_expr.replace("%a1%","val0[i0]").replace("%a2%","val1[i0,j1]")) | ||
| 296 | elif len(val1.shape)==3: | ||
| 297 | out=numarray.zeros(val0.shape+val1.shape[1:],numarray.Float64) | ||
| 298 | for i0 in range(val0.shape[0]): | ||
| 299 | for j1 in range(val1.shape[1]): | ||
| 300 | for j2 in range(val1.shape[2]): | ||
| 301 | out[i0,j1,j2]=eval(test_expr.replace("%a1%","val0[i0]").replace("%a2%","val1[i0,j1,j2]")) | ||
| 302 | elif len(val1.shape)==4: | ||
| 303 | out=numarray.zeros(val0.shape+val1.shape[1:],numarray.Float64) | ||
| 304 | for i0 in range(val0.shape[0]): | ||
| 305 | for j1 in range(val1.shape[1]): | ||
| 306 | for j2 in range(val1.shape[2]): | ||
| 307 | for j3 in range(val1.shape[3]): | ||
| 308 | out[i0,j1,j2,j3]=eval(test_expr.replace("%a1%","val0[i0]").replace("%a2%","val1[i0,j1,j2,j3]")) | ||
| 309 | else: | ||
| 310 | raise SystemError,"rank of val1 is restricted to 4" | ||
| 311 | elif len(val0.shape)==2: | ||
| 312 | if isinstance(val1,float): | ||
| 313 | out=numarray.zeros(val0.shape,numarray.Float64) | ||
| 314 | for i0 in range(val0.shape[0]): | ||
| 315 | for i1 in range(val0.shape[1]): | ||
| 316 | out[i0,i1]=eval(test_expr.replace("%a1%","val0[i0,i1]").replace("%a2%","val1")) | ||
| 317 | elif len(val1.shape)==0: | ||
| 318 | out=numarray.zeros(val0.shape,numarray.Float64) | ||
| 319 | for i0 in range(val0.shape[0]): | ||
| 320 | for i1 in range(val0.shape[1]): | ||
| 321 | out[i0,i1]=eval(test_expr.replace("%a1%","val0[i0,i1]").replace("%a2%","val1")) | ||
| 322 | elif len(val1.shape)==1: | ||
| 323 | out=numarray.zeros(val0.shape,numarray.Float64) | ||
| 324 | for i0 in range(val0.shape[0]): | ||
| 325 | for i1 in range(val0.shape[1]): | ||
| 326 | out[i0,i1]=eval(test_expr.replace("%a1%","val0[i0,i1]").replace("%a2%","val1[i0]")) | ||
| 327 | elif len(val1.shape)==2: | ||
| 328 | out=numarray.zeros(val0.shape+val1.shape[2:],numarray.Float64) | ||
| 329 | for i0 in range(val0.shape[0]): | ||
| 330 | for i1 in range(val0.shape[1]): | ||
| 331 | out[i0,i1]=eval(test_expr.replace("%a1%","val0[i0,i1]").replace("%a2%","val1[i0,i1]")) | ||
| 332 | elif len(val1.shape)==3: | ||
| 333 | out=numarray.zeros(val0.shape+val1.shape[2:],numarray.Float64) | ||
| 334 | for i0 in range(val0.shape[0]): | ||
| 335 | for i1 in range(val0.shape[1]): | ||
| 336 | for j2 in range(val1.shape[2]): | ||
| 337 | out[i0,i1,j2]=eval(test_expr.replace("%a1%","val0[i0,i1]").replace("%a2%","val1[i0,i1,j2]")) | ||
| 338 | elif len(val1.shape)==4: | ||
| 339 | out=numarray.zeros(val0.shape+val1.shape[2:],numarray.Float64) | ||
| 340 | for i0 in range(val0.shape[0]): | ||
| 341 | for i1 in range(val0.shape[1]): | ||
| 342 | for j2 in range(val1.shape[2]): | ||
| 343 | for j3 in range(val1.shape[3]): | ||
| 344 | out[i0,i1,j2,j3]=eval(test_expr.replace("%a1%","val0[i0,i1]").replace("%a2%","val1[i0,i1,j2,j3]")) | ||
| 345 | else: | ||
| 346 | raise SystemError,"rank of val1 is restricted to 4" | ||
| 347 | elif len(val0.shape)==3: | ||
| 348 | if isinstance(val1,float): | ||
| 349 | out=numarray.zeros(val0.shape,numarray.Float64) | ||
| 350 | for i0 in range(val0.shape[0]): | ||
| 351 | for i1 in range(val0.shape[1]): | ||
| 352 | for i2 in range(val0.shape[2]): | ||
| 353 | out[i0,i1,i2]=eval(test_expr.replace("%a1%","val0[i0,i1,i2]").replace("%a2%","val1")) | ||
| 354 | elif len(val1.shape)==0: | ||
| 355 | out=numarray.zeros(val0.shape,numarray.Float64) | ||
| 356 | for i0 in range(val0.shape[0]): | ||
| 357 | for i1 in range(val0.shape[1]): | ||
| 358 | for i2 in range(val0.shape[2]): | ||
| 359 | out[i0,i1,i2]=eval(test_expr.replace("%a1%","val0[i0,i1,i2]").replace("%a2%","val1")) | ||
| 360 | elif len(val1.shape)==1: | ||
| 361 | out=numarray.zeros(val0.shape,numarray.Float64) | ||
| 362 | for i0 in range(val0.shape[0]): | ||
| 363 | for i1 in range(val0.shape[1]): | ||
| 364 | for i2 in range(val0.shape[2]): | ||
| 365 | out[i0,i1,i2]=eval(test_expr.replace("%a1%","val0[i0,i1,i2]").replace("%a2%","val1[i0]")) | ||
| 366 | elif len(val1.shape)==2: | ||
| 367 | out=numarray.zeros(val0.shape+val1.shape[2:],numarray.Float64) | ||
| 368 | for i0 in range(val0.shape[0]): | ||
| 369 | for i1 in range(val0.shape[1]): | ||
| 370 | for i2 in range(val0.shape[2]): | ||
| 371 | out[i0,i1,i2]=eval(test_expr.replace("%a1%","val0[i0,i1,i2]").replace("%a2%","val1[i0,i1]")) | ||
| 372 | elif len(val1.shape)==3: | ||
| 373 | out=numarray.zeros(val0.shape,numarray.Float64) | ||
| 374 | for i0 in range(val0.shape[0]): | ||
| 375 | for i1 in range(val0.shape[1]): | ||
| 376 | for i2 in range(val0.shape[2]): | ||
| 377 | out[i0,i1,i2]=eval(test_expr.replace("%a1%","val0[i0,i1,i2]").replace("%a2%","val1[i0,i1,i2]")) | ||
| 378 | elif len(val1.shape)==4: | ||
| 379 | out=numarray.zeros(val0.shape+val1.shape[3:],numarray.Float64) | ||
| 380 | for i0 in range(val0.shape[0]): | ||
| 381 | for i1 in range(val0.shape[1]): | ||
| 382 | for i2 in range(val0.shape[2]): | ||
| 383 | for j3 in range(val1.shape[3]): | ||
| 384 | out[i0,i1,i2,j3]=eval(test_expr.replace("%a1%","val0[i0,i1,i2]").replace("%a2%","val1[i0,i1,i2,j3]")) | ||
| 385 | else: | ||
| 386 | raise SystemError,"rank of val1 is rargs[1]estricted to 4" | ||
| 387 | elif len(val0.shape)==4: | ||
| 388 | if isinstance(val1,float): | ||
| 389 | out=numarray.zeros(val0.shape,numarray.Float64) | ||
| 390 | for i0 in range(val0.shape[0]): | ||
| 391 | for i1 in range(val0.shape[1]): | ||
| 392 | for i2 in range(val0.shape[2]): | ||
| 393 | for i3 in range(val0.shape[3]): | ||
| 394 | out[i0,i1,i2,i3]=eval(test_expr.replace("%a1%","val0[i0,i1,i2,i3]").replace("%a2%","val1")) | ||
| 395 | elif len(val1.shape)==0: | ||
| 396 | out=numarray.zeros(val0.shape,numarray.Float64) | ||
| 397 | for i0 in range(val0.shape[0]): | ||
| 398 | for i1 in range(val0.shape[1]): | ||
| 399 | for i2 in range(val0.shape[2]): | ||
| 400 | for i3 in range(val0.shape[3]): | ||
| 401 | out[i0,i1,i2,i3]=eval(test_expr.replace("%a1%","val0[i0,i1,i2,i3]").replace("%a2%","val1")) | ||
| 402 | elif len(val1.shape)==1: | ||
| 403 | out=numarray.zeros(val0.shape,numarray.Float64) | ||
| 404 | for i0 in range(val0.shape[0]): | ||
| 405 | for i1 in range(val0.shape[1]): | ||
| 406 | for i2 in range(val0.shape[2]): | ||
| 407 | for i3 in range(val0.shape[3]): | ||
| 408 | out[i0,i1,i2,i3]=eval(test_expr.replace("%a1%","val0[i0,i1,i2,i3]").replace("%a2%","val1[i0]")) | ||
| 409 | elif len(val1.shape)==2: | ||
| 410 | out=numarray.zeros(val0.shape+val1.shape[2:],numarray.Float64) | ||
| 411 | for i0 in range(val0.shape[0]): | ||
| 412 | for i1 in range(val0.shape[1]): | ||
| 413 | for i2 in range(val0.shape[2]): | ||
| 414 | for i3 in range(val0.shape[3]): | ||
| 415 | out[i0,i1,i2,i3]=eval(test_expr.replace("%a1%","val0[i0,i1,i2,i3]").replace("%a2%","val1[i0,i1]")) | ||
| 416 | elif len(val1.shape)==3: | ||
| 417 | out=numarray.zeros(val0.shape,numarray.Float64) | ||
| 418 | for i0 in range(val0.shape[0]): | ||
| 419 | for i1 in range(val0.shape[1]): | ||
| 420 | for i2 in range(val0.shape[2]): | ||
| 421 | for i3 in range(val0.shape[3]): | ||
| 422 | out[i0,i1,i2,i3]=eval(test_expr.replace("%a1%","val0[i0,i1,i2,i3]").replace("%a2%","val1[i0,i1,i2]")) | ||
| 423 | elif len(val1.shape)==4: | ||
| 424 | out=numarray.zeros(val0.shape,numarray.Float64) | ||
| 425 | for i0 in range(val0.shape[0]): | ||
| 426 | for i1 in range(val0.shape[1]): | ||
| 427 | for i2 in range(val0.shape[2]): | ||
| 428 | for i3 in range(val0.shape[3]): | ||
| 429 | out[i0,i1,i2,i3]=eval(test_expr.replace("%a1%","val0[i0,i1,i2,i3]").replace("%a2%","val1[i0,i1,i2,i3]")) | ||
| 430 | else: | ||
| 431 | raise SystemError,"rank of val1 is restricted to 4" | ||
| 432 | else: | ||
| 433 | raise SystemError,"rank is restricted to 4" | ||
| 434 | return out | ||
| 435 | jgs | 154 | |
| 436 | gross | 157 | |
| 437 | def mkText(case,name,a,a1=None,use_tagging_for_expanded_data=False): | ||
| 438 | jgs | 154 | t_out="" |
| 439 | gross | 157 | if case=="float": |
| 440 | jgs | 154 | if isinstance(a,float): |
| 441 | t_out+=" %s=%s\n"%(name,a) | ||
| 442 | gross | 291 | elif a.rank==0: |
| 443 | jgs | 154 | t_out+=" %s=%s\n"%(name,a) |
| 444 | else: | ||
| 445 | t_out+=" %s=numarray.array(%s)\n"%(name,a.tolist()) | ||
| 446 | gross | 157 | elif case=="array": |
| 447 | if isinstance(a,float): | ||
| 448 | t_out+=" %s=numarray.array(%s)\n"%(name,a) | ||
| 449 | gross | 291 | elif a.rank==0: |
| 450 | gross | 157 | t_out+=" %s=numarray.array(%s)\n"%(name,a) |
| 451 | else: | ||
| 452 | t_out+=" %s=numarray.array(%s)\n"%(name,a.tolist()) | ||
| 453 | jgs | 154 | elif case=="constData": |
| 454 | if isinstance(a,float): | ||
| 455 | t_out+=" %s=Data(%s,self.functionspace)\n"%(name,a) | ||
| 456 | gross | 291 | elif a.rank==0: |
| 457 | jgs | 154 | t_out+=" %s=Data(%s,self.functionspace)\n"%(name,a) |
| 458 | else: | ||
| 459 | t_out+=" %s=Data(numarray.array(%s),self.functionspace)\n"%(name,a.tolist()) | ||
| 460 | elif case=="taggedData": | ||
| 461 | if isinstance(a,float): | ||
| 462 | t_out+=" %s=Data(%s,self.functionspace)\n"%(name,a) | ||
| 463 | t_out+=" %s.setTaggedValue(1,%s)\n"%(name,a1) | ||
| 464 | gross | 291 | elif a.rank==0: |
| 465 | jgs | 154 | t_out+=" %s=Data(%s,self.functionspace)\n"%(name,a) |
| 466 | t_out+=" %s.setTaggedValue(1,%s)\n"%(name,a1) | ||
| 467 | else: | ||
| 468 | t_out+=" %s=Data(numarray.array(%s),self.functionspace)\n"%(name,a.tolist()) | ||
| 469 | gross | 157 | t_out+=" %s.setTaggedValue(1,numarray.array(%s))\n"%(name,a1.tolist()) |
| 470 | jgs | 154 | elif case=="expandedData": |
| 471 | gross | 157 | if use_tagging_for_expanded_data: |
| 472 | if isinstance(a,float): | ||
| 473 | t_out+=" %s=Data(%s,self.functionspace)\n"%(name,a) | ||
| 474 | t_out+=" %s.setTaggedValue(1,%s)\n"%(name,a1) | ||
| 475 | gross | 291 | elif a.rank==0: |
| 476 | gross | 157 | t_out+=" %s=Data(%s,self.functionspace)\n"%(name,a) |
| 477 | t_out+=" %s.setTaggedValue(1,%s)\n"%(name,a1) | ||
| 478 | else: | ||
| 479 | t_out+=" %s=Data(numarray.array(%s),self.functionspace)\n"%(name,a.tolist()) | ||
| 480 | t_out+=" %s.setTaggedValue(1,numarray.array(%s))\n"%(name,a1.tolist()) | ||
| 481 | t_out+=" %s.expand()\n"%name | ||
| 482 | else: | ||
| 483 | t_out+=" msk_%s=whereNegative(self.functionspace.getX()[0]-0.5)\n"%name | ||
| 484 | if isinstance(a,float): | ||
| 485 | t_out+=" %s=msk_%s*(%s)+(1.-msk_%s)*(%s)\n"%(name,name,a,name,a1) | ||
| 486 | gross | 291 | elif a.rank==0: |
| 487 | gross | 157 | t_out+=" %s=msk_%s*numarray.array(%s)+(1.-msk_%s)*numarray.array(%s)\n"%(name,name,a,name,a1) |
| 488 | else: | ||
| 489 | t_out+=" %s=msk_%s*numarray.array(%s)+(1.-msk_%s)*numarray.array(%s)\n"%(name,name,a.tolist(),name,a1.tolist()) | ||
| 490 | jgs | 154 | elif case=="Symbol": |
| 491 | if isinstance(a,float): | ||
| 492 | t_out+=" %s=Symbol(shape=())\n"%(name) | ||
| 493 | gross | 291 | elif a.rank==0: |
| 494 | jgs | 154 | t_out+=" %s=Symbol(shape=())\n"%(name) |
| 495 | else: | ||
| 496 | t_out+=" %s=Symbol(shape=%s)\n"%(name,str(a.shape)) | ||
| 497 | |||
| 498 | return t_out | ||
| 499 | |||
| 500 | gross | 157 | def mkTypeAndShapeTest(case,sh,argstr): |
| 501 | text="" | ||
| 502 | if case=="float": | ||
| 503 | text+=" self.failUnless(isinstance(%s,float),\"wrong type of result.\")\n"%argstr | ||
| 504 | elif case=="array": | ||
| 505 | text+=" self.failUnless(isinstance(%s,numarray.NumArray),\"wrong type of result.\")\n"%argstr | ||
| 506 | text+=" self.failUnlessEqual(%s.shape,%s,\"wrong shape of result.\")\n"%(argstr,str(sh)) | ||
| 507 | elif case in ["constData","taggedData","expandedData"]: | ||
| 508 | text+=" self.failUnless(isinstance(%s,Data),\"wrong type of result.\")\n"%argstr | ||
| 509 | text+=" self.failUnlessEqual(%s.getShape(),%s,\"wrong shape of result.\")\n"%(argstr,str(sh)) | ||
| 510 | elif case=="Symbol": | ||
| 511 | text+=" self.failUnless(isinstance(%s,Symbol),\"wrong type of result.\")\n"%argstr | ||
| 512 | text+=" self.failUnlessEqual(%s.getShape(),%s,\"wrong shape of result.\")\n"%(argstr,str(sh)) | ||
| 513 | return text | ||
| 514 | jgs | 154 | |
| 515 | gross | 157 | def mkCode(txt,args=[],intend=""): |
| 516 | s=txt.split("\n") | ||
| 517 | if len(s)>1: | ||
| 518 | out="" | ||
| 519 | for l in s: | ||
| 520 | out+=intend+l+"\n" | ||
| 521 | else: | ||
| 522 | out="%sreturn %s\n"%(intend,txt) | ||
| 523 | c=1 | ||
| 524 | for r in args: | ||
| 525 | out=out.replace("%%a%s%%"%c,r) | ||
| 526 | return out | ||
| 527 | jgs | 154 | |
| 528 | gross | 291 | def innerTEST(arg0,arg1): |
| 529 | if isinstance(arg0,float): | ||
| 530 | out=numarray.array(arg0*arg1) | ||
| 531 | else: | ||
| 532 | out=(arg0*arg1).sum() | ||
| 533 | return out | ||
| 534 | |||
| 535 | def outerTEST(arg0,arg1): | ||
| 536 | if isinstance(arg0,float): | ||
| 537 | out=numarray.array(arg0*arg1) | ||
| 538 | elif isinstance(arg1,float): | ||
| 539 | out=numarray.array(arg0*arg1) | ||
| 540 | else: | ||
| 541 | out=numarray.outerproduct(arg0,arg1).resize(arg0.shape+arg1.shape) | ||
| 542 | return out | ||
| 543 | |||
| 544 | def tensorProductTest(arg0,arg1,sh_s): | ||
| 545 | if isinstance(arg0,float): | ||
| 546 | out=numarray.array(arg0*arg1) | ||
| 547 | elif isinstance(arg1,float): | ||
| 548 | out=numarray.array(arg0*arg1) | ||
| 549 | elif len(sh_s)==0: | ||
| 550 | out=numarray.outerproduct(arg0,arg1).resize(arg0.shape+arg1.shape) | ||
| 551 | else: | ||
| 552 | l=len(sh_s) | ||
| 553 | sh0=arg0.shape[:arg0.rank-l] | ||
| 554 | sh1=arg1.shape[l:] | ||
| 555 | ls,l0,l1=1,1,1 | ||
| 556 | for i in sh_s: ls*=i | ||
| 557 | for i in sh0: l0*=i | ||
| 558 | for i in sh1: l1*=i | ||
| 559 | out1=numarray.outerproduct(arg0,arg1).resize((l0,ls,ls,l1)) | ||
| 560 | out2=numarray.zeros((l0,l1),numarray.Float) | ||
| 561 | for i0 in range(l0): | ||
| 562 | for i1 in range(l1): | ||
| 563 | for i in range(ls): out2[i0,i1]+=out1[i0,i,i,i1] | ||
| 564 | out=out2.resize(sh0+sh1) | ||
| 565 | return out | ||
| 566 | |||
| 567 | def testMatrixMult(arg0,arg1,sh_s): | ||
| 568 | return numarray.matrixmultiply(arg0,arg1) | ||
| 569 | |||
| 570 | |||
| 571 | def testTensorMult(arg0,arg1,sh_s): | ||
| 572 | if len(arg0)==2: | ||
| 573 | return numarray.matrixmultiply(arg0,arg1) | ||
| 574 | else: | ||
| 575 | if arg1.rank==4: | ||
| 576 | out=numarray.zeros((arg0.shape[0],arg0.shape[1],arg1.shape[2],arg1.shape[3]),numarray.Float) | ||
| 577 | for i0 in range(arg0.shape[0]): | ||
| 578 | for i1 in range(arg0.shape[1]): | ||
| 579 | for i2 in range(arg0.shape[2]): | ||
| 580 | for i3 in range(arg0.shape[3]): | ||
| 581 | for j2 in range(arg1.shape[2]): | ||
| 582 | for j3 in range(arg1.shape[3]): | ||
| 583 | out[i0,i1,j2,j3]+=arg0[i0,i1,i2,i3]*arg1[i2,i3,j2,j3] | ||
| 584 | elif arg1.rank==3: | ||
| 585 | out=numarray.zeros((arg0.shape[0],arg0.shape[1],arg1.shape[2]),numarray.Float) | ||
| 586 | for i0 in range(arg0.shape[0]): | ||
| 587 | for i1 in range(arg0.shape[1]): | ||
| 588 | for i2 in range(arg0.shape[2]): | ||
| 589 | for i3 in range(arg0.shape[3]): | ||
| 590 | for j2 in range(arg1.shape[2]): | ||
| 591 | out[i0,i1,j2]+=arg0[i0,i1,i2,i3]*arg1[i2,i3,j2] | ||
| 592 | elif arg1.rank==2: | ||
| 593 | out=numarray.zeros((arg0.shape[0],arg0.shape[1]),numarray.Float) | ||
| 594 | for i0 in range(arg0.shape[0]): | ||
| 595 | for i1 in range(arg0.shape[1]): | ||
| 596 | for i2 in range(arg0.shape[2]): | ||
| 597 | for i3 in range(arg0.shape[3]): | ||
| 598 | out[i0,i1]+=arg0[i0,i1,i2,i3]*arg1[i2,i3] | ||
| 599 | return out | ||
| 600 | gross | 313 | |
| 601 | def testReduce(arg0,init_val,test_expr,post_expr): | ||
| 602 | out=init_val | ||
| 603 | if isinstance(arg0,float): | ||
| 604 | out=eval(test_expr.replace("%a1%","arg0")) | ||
| 605 | elif arg0.rank==0: | ||
| 606 | out=eval(test_expr.replace("%a1%","arg0")) | ||
| 607 | elif arg0.rank==1: | ||
| 608 | for i0 in range(arg0.shape[0]): | ||
| 609 | out=eval(test_expr.replace("%a1%","arg0[i0]")) | ||
| 610 | elif arg0.rank==2: | ||
| 611 | for i0 in range(arg0.shape[0]): | ||
| 612 | for i1 in range(arg0.shape[1]): | ||
| 613 | out=eval(test_expr.replace("%a1%","arg0[i0,i1]")) | ||
| 614 | elif arg0.rank==3: | ||
| 615 | for i0 in range(arg0.shape[0]): | ||
| 616 | for i1 in range(arg0.shape[1]): | ||
| 617 | for i2 in range(arg0.shape[2]): | ||
| 618 | out=eval(test_expr.replace("%a1%","arg0[i0,i1,i2]")) | ||
| 619 | elif arg0.rank==4: | ||
| 620 | for i0 in range(arg0.shape[0]): | ||
| 621 | for i1 in range(arg0.shape[1]): | ||
| 622 | for i2 in range(arg0.shape[2]): | ||
| 623 | for i3 in range(arg0.shape[3]): | ||
| 624 | out=eval(test_expr.replace("%a1%","arg0[i0,i1,i2,i3]")) | ||
| 625 | return eval(post_expr) | ||
| 626 | gross | 396 | |
| 627 | def clipTEST(arg0,mn,mx): | ||
| 628 | if isinstance(arg0,float): | ||
| 629 | return max(min(arg0,mx),mn) | ||
| 630 | out=numarray.zeros(arg0.shape,numarray.Float64) | ||
| 631 | if arg0.rank==1: | ||
| 632 | for i0 in range(arg0.shape[0]): | ||
| 633 | out[i0]=max(min(arg0[i0],mx),mn) | ||
| 634 | elif arg0.rank==2: | ||
| 635 | for i0 in range(arg0.shape[0]): | ||
| 636 | for i1 in range(arg0.shape[1]): | ||
| 637 | out[i0,i1]=max(min(arg0[i0,i1],mx),mn) | ||
| 638 | elif arg0.rank==3: | ||
| 639 | for i0 in range(arg0.shape[0]): | ||
| 640 | for i1 in range(arg0.shape[1]): | ||
| 641 | for i2 in range(arg0.shape[2]): | ||
| 642 | out[i0,i1,i2]=max(min(arg0[i0,i1,i2],mx),mn) | ||
| 643 | elif arg0.rank==4: | ||
| 644 | for i0 in range(arg0.shape[0]): | ||
| 645 | for i1 in range(arg0.shape[1]): | ||
| 646 | for i2 in range(arg0.shape[2]): | ||
| 647 | for i3 in range(arg0.shape[3]): | ||
| 648 | out[i0,i1,i2,i3]=max(min(arg0[i0,i1,i2,i3],mx),mn) | ||
| 649 | return out | ||
| 650 | def minimumTEST(arg0,arg1): | ||
| 651 | if isinstance(arg0,float): | ||
| 652 | if isinstance(arg1,float): | ||
| 653 | if arg0>arg1: | ||
| 654 | return arg1 | ||
| 655 | else: | ||
| 656 | return arg0 | ||
| 657 | else: | ||
| 658 | arg0=numarray.ones(arg1.shape)*arg0 | ||
| 659 | else: | ||
| 660 | if isinstance(arg1,float): | ||
| 661 | arg1=numarray.ones(arg0.shape)*arg1 | ||
| 662 | out=numarray.zeros(arg0.shape,numarray.Float64) | ||
| 663 | if arg0.rank==0: | ||
| 664 | if arg0>arg1: | ||
| 665 | out=arg1 | ||
| 666 | else: | ||
| 667 | out=arg0 | ||
| 668 | elif arg0.rank==1: | ||
| 669 | for i0 in range(arg0.shape[0]): | ||
| 670 | if arg0[i0]>arg1[i0]: | ||
| 671 | out[i0]=arg1[i0] | ||
| 672 | else: | ||
| 673 | out[i0]=arg0[i0] | ||
| 674 | elif arg0.rank==2: | ||
| 675 | for i0 in range(arg0.shape[0]): | ||
| 676 | for i1 in range(arg0.shape[1]): | ||
| 677 | if arg0[i0,i1]>arg1[i0,i1]: | ||
| 678 | out[i0,i1]=arg1[i0,i1] | ||
| 679 | else: | ||
| 680 | out[i0,i1]=arg0[i0,i1] | ||
| 681 | elif arg0.rank==3: | ||
| 682 | for i0 in range(arg0.shape[0]): | ||
| 683 | for i1 in range(arg0.shape[1]): | ||
| 684 | for i2 in range(arg0.shape[2]): | ||
| 685 | if arg0[i0,i1,i2]>arg1[i0,i1,i2]: | ||
| 686 | out[i0,i1,i2]=arg1[i0,i1,i2] | ||
| 687 | else: | ||
| 688 | out[i0,i1,i2]=arg0[i0,i1,i2] | ||
| 689 | elif arg0.rank==4: | ||
| 690 | for i0 in range(arg0.shape[0]): | ||
| 691 | for i1 in range(arg0.shape[1]): | ||
| 692 | for i2 in range(arg0.shape[2]): | ||
| 693 | for i3 in range(arg0.shape[3]): | ||
| 694 | if arg0[i0,i1,i2,i3]>arg1[i0,i1,i2,i3]: | ||
| 695 | out[i0,i1,i2,i3]=arg1[i0,i1,i2,i3] | ||
| 696 | else: | ||
| 697 | out[i0,i1,i2,i3]=arg0[i0,i1,i2,i3] | ||
| 698 | return out | ||
| 699 | gross | 437 | def unrollLoops(a,b,o,arg,tap=""): |
| 700 | out="" | ||
| 701 | if a.rank==1: | ||
| 702 | z="" | ||
| 703 | for i99 in range(a.shape[0]): | ||
| 704 | if not z=="": z+="+" | ||
| 705 | if o=="1": | ||
| 706 | z+="(%s)*x[%s]"%(a[i99]+b[i99],i99) | ||
| 707 | else: | ||
| 708 | z+="(%s)*x[%s]**o+(%s)*x[%s]"%(a[i99],i99,b[i99],i99) | ||
| 709 | |||
| 710 | out+=tap+"%s=%s\n"%(arg,z) | ||
| 711 | |||
| 712 | elif a.rank==2: | ||
| 713 | for i0 in range(a.shape[0]): | ||
| 714 | z="" | ||
| 715 | for i99 in range(a.shape[1]): | ||
| 716 | if not z=="": z+="+" | ||
| 717 | if o=="1": | ||
| 718 | z+="(%s)*x[%s]"%(a[i0,i99]+b[i0,i99],i99) | ||
| 719 | else: | ||
| 720 | z+="(%s)*x[%s]**o+(%s)*x[%s]"%(a[i0,i99],i99,b[i0,i99],i99) | ||
| 721 | |||
| 722 | out+=tap+"%s[%s]=%s\n"%(arg,i0,z) | ||
| 723 | elif a.rank==3: | ||
| 724 | for i0 in range(a.shape[0]): | ||
| 725 | for i1 in range(a.shape[1]): | ||
| 726 | z="" | ||
| 727 | for i99 in range(a.shape[2]): | ||
| 728 | if not z=="": z+="+" | ||
| 729 | if o=="1": | ||
| 730 | z+="(%s)*x[%s]"%(a[i0,i1,i99]+b[i0,i1,i99],i99) | ||
| 731 | else: | ||
| 732 | z+="(%s)*x[%s]**o+(%s)*x[%s]"%(a[i0,i1,i99],i99,b[i0,i1,i99],i99) | ||
| 733 | |||
| 734 | out+=tap+"%s[%s,%s]=%s\n"%(arg,i0,i1,z) | ||
| 735 | elif a.rank==4: | ||
| 736 | for i0 in range(a.shape[0]): | ||
| 737 | for i1 in range(a.shape[1]): | ||
| 738 | for i2 in range(a.shape[2]): | ||
| 739 | z="" | ||
| 740 | for i99 in range(a.shape[3]): | ||
| 741 | if not z=="": z+="+" | ||
| 742 | if o=="1": | ||
| 743 | z+="(%s)*x[%s]"%(a[i0,i1,i2,i99]+b[i0,i1,i2,i99],i99) | ||
| 744 | else: | ||
| 745 | z+="(%s)*x[%s]**o+(%s)*x[%s]"%(a[i0,i1,i2,i99],i99,b[i0,i1,i2,i99],i99) | ||
| 746 | |||
| 747 | out+=tap+"%s[%s,%s,%s]=%s\n"%(arg,i0,i1,i2,z) | ||
| 748 | elif a.rank==5: | ||
| 749 | for i0 in range(a.shape[0]): | ||
| 750 | for i1 in range(a.shape[1]): | ||
| 751 | for i2 in range(a.shape[2]): | ||
| 752 | for i3 in range(a.shape[3]): | ||
| 753 | z="" | ||
| 754 | for i99 in range(a.shape[4]): | ||
| 755 | if not z=="": z+="+" | ||
| 756 | if o=="1": | ||
| 757 | z+="(%s)*x[%s]"%(a[i0,i1,i2,i3,i99]+b[i0,i1,i2,i3,i99],i99) | ||
| 758 | else: | ||
| 759 | z+="(%s)*x[%s]**o+(%s)*x[%s]"%(a[i0,i1,i2,i3,i99],i99,b[i0,i1,i2,i3,i99],i99) | ||
| 760 | |||
| 761 | out+=tap+"%s[%s,%s,%s,%s]=%s\n"%(arg,i0,i1,i2,i3,z) | ||
| 762 | return out | ||
| 763 | |||
| 764 | def unrollLoopsOfGrad(a,b,o,arg,tap=""): | ||
| 765 | out="" | ||
| 766 | if a.rank==1: | ||
| 767 | for i99 in range(a.shape[0]): | ||
| 768 | if o=="1": | ||
| 769 | out+=tap+"%s[%s]=(%s)\n"%(arg,i99,a[i99]+b[i99]) | ||
| 770 | else: | ||
| 771 | out+=tap+"%s[%s]=o*(%s)*x_ref[%s]**(o-1)+(%s)\n"%(arg,i99,a[i99],i99,b[i99]) | ||
| 772 | |||
| 773 | elif a.rank==2: | ||
| 774 | for i0 in range(a.shape[0]): | ||
| 775 | for i99 in range(a.shape[1]): | ||
| 776 | if o=="1": | ||
| 777 | out+=tap+"%s[%s,%s]=(%s)\n"%(arg,i0,i99,a[i0,i99]+b[i0,i99]) | ||
| 778 | else: | ||
| 779 | out+=tap+"%s[%s,%s]=o*(%s)*x_ref[%s]**(o-1)+(%s)\n"%(arg,i0,i99,a[i0,i99],i99,b[i0,i99]) | ||
| 780 | |||
| 781 | elif a.rank==3: | ||
| 782 | for i0 in range(a.shape[0]): | ||
| 783 | for i1 in range(a.shape[1]): | ||
| 784 | for i99 in range(a.shape[2]): | ||
| 785 | if o=="1": | ||
| 786 | out+=tap+"%s[%s,%s,%s]=(%s)\n"%(arg,i0,i1,i99,a[i0,i1,i99]+b[i0,i1,i99]) | ||
| 787 | else: | ||
| 788 | 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]) | ||
| 789 | |||
| 790 | elif a.rank==4: | ||
| 791 | for i0 in range(a.shape[0]): | ||
| 792 | for i1 in range(a.shape[1]): | ||
| 793 | for i2 in range(a.shape[2]): | ||
| 794 | for i99 in range(a.shape[3]): | ||
| 795 | if o=="1": | ||
| 796 | out+=tap+"%s[%s,%s,%s,%s]=(%s)\n"%(arg,i0,i1,i2,i99,a[i0,i1,i2,i99]+b[i0,i1,i2,i99]) | ||
| 797 | else: | ||
| 798 | 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]) | ||
| 799 | gross | 438 | return out |
| 800 | gross | 437 | def unrollLoopsOfInteriorIntegral(a,b,where,arg,tap=""): |
| 801 | if where=="Function": | ||
| 802 | xfac_o=1. | ||
| 803 | xfac_op=0. | ||
| 804 | z_fac=1./2. | ||
| 805 | z_fac_s="" | ||
| 806 | zo_fac_s="/(o+1.)" | ||
| 807 | elif where=="FunctionOnBoundary": | ||
| 808 | xfac_o=1. | ||
| 809 | xfac_op=0. | ||
| 810 | z_fac=1. | ||
| 811 | z_fac_s="*dim" | ||
| 812 | zo_fac_s="*(1+2.*(dim-1.)/(o+1.))" | ||
| 813 | elif where in ["FunctionOnContactZero","FunctionOnContactOne"]: | ||
| 814 | xfac_o=0. | ||
| 815 | xfac_op=1. | ||
| 816 | z_fac=1./2. | ||
| 817 | z_fac_s="" | ||
| 818 | zo_fac_s="/(o+1.)" | ||
| 819 | out="" | ||
| 820 | if a.rank==1: | ||
| 821 | zo=0. | ||
| 822 | zop=0. | ||
| 823 | z=0. | ||
| 824 | for i99 in range(a.shape[0]): | ||
| 825 | if i99==0: | ||
| 826 | zo+= xfac_o*a[i99] | ||
| 827 | zop+= xfac_op*a[i99] | ||
| 828 | else: | ||
| 829 | zo+=a[i99] | ||
| 830 | z+=b[i99] | ||
| 831 | |||
| 832 | out+=tap+"%s=(%s)%s+(%s)%s"%(arg,zo,zo_fac_s,z*z_fac,z_fac_s) | ||
| 833 | if zop==0.: | ||
| 834 | out+="\n" | ||
| 835 | else: | ||
| 836 | out+="+(%s)*0.5**o\n"%zop | ||
| 837 | elif a.rank==2: | ||
| 838 | for i0 in range(a.shape[0]): | ||
| 839 | zo=0. | ||
| 840 | zop=0. | ||
| 841 | z=0. | ||
| 842 | for i99 in range(a.shape[1]): | ||
| 843 | if i99==0: | ||
| 844 | zo+= xfac_o*a[i0,i99] | ||
| 845 | zop+= xfac_op*a[i0,i99] | ||
| 846 | else: | ||
| 847 | zo+=a[i0,i99] | ||
| 848 | z+=b[i0,i99] | ||
| 849 | |||
| 850 | out+=tap+"%s[%s]=(%s)%s+(%s)%s"%(arg,i0,zo,zo_fac_s,z*z_fac,z_fac_s) | ||
| 851 | if zop==0.: | ||
| 852 | out+="\n" | ||
| 853 | else: | ||
| 854 | out+="+(%s)*0.5**o\n"%zop | ||
| 855 | elif a.rank==3: | ||
| 856 | for i0 in range(a.shape[0]): | ||
| 857 | for i1 in range(a.shape[1]): | ||
| 858 | zo=0. | ||
| 859 | zop=0. | ||
| 860 | z=0. | ||
| 861 | for i99 in range(a.shape[2]): | ||
| 862 | if i99==0: | ||
| 863 | zo+= xfac_o*a[i0,i1,i99] | ||
| 864 | zop+= xfac_op*a[i0,i1,i99] | ||
| 865 | else: | ||
| 866 | zo+=a[i0,i1,i99] | ||
| 867 | z+=b[i0,i1,i99] | ||
| 868 | |||
| 869 | out+=tap+"%s[%s,%s]=(%s)%s+(%s)%s"%(arg,i0,i1,zo,zo_fac_s,z*z_fac,z_fac_s) | ||
| 870 | if zop==0.: | ||
| 871 | out+="\n" | ||
| 872 | else: | ||
| 873 | out+="+(%s)*0.5**o\n"%zop | ||
| 874 | elif a.rank==4: | ||
| 875 | for i0 in range(a.shape[0]): | ||
| 876 | for i1 in range(a.shape[1]): | ||
| 877 | for i2 in range(a.shape[2]): | ||
| 878 | zo=0. | ||
| 879 | zop=0. | ||
| 880 | z=0. | ||
| 881 | for i99 in range(a.shape[3]): | ||
| 882 | if i99==0: | ||
| 883 | zo+= xfac_o*a[i0,i1,i2,i99] | ||
| 884 | zop+= xfac_op*a[i0,i1,i2,i99] | ||
| 885 | |||
| 886 | else: | ||
| 887 | zo+=a[i0,i1,i2,i99] | ||
| 888 | z+=b[i0,i1,i2,i99] | ||
| 889 | |||
| 890 | out+=tap+"%s[%s,%s,%s]=(%s)%s+(%s)%s"%(arg,i0,i1,i2,zo,zo_fac_s,z*z_fac,z_fac_s) | ||
| 891 | if zop==0.: | ||
| 892 | out+="\n" | ||
| 893 | else: | ||
| 894 | out+="+(%s)*0.5**o\n"%zop | ||
| 895 | |||
| 896 | elif a.rank==5: | ||
| 897 | for i0 in range(a.shape[0]): | ||
| 898 | for i1 in range(a.shape[1]): | ||
| 899 | for i2 in range(a.shape[2]): | ||
| 900 | for i3 in range(a.shape[3]): | ||
| 901 | zo=0. | ||
| 902 | zop=0. | ||
| 903 | z=0. | ||
| 904 | for i99 in range(a.shape[4]): | ||
| 905 | if i99==0: | ||
| 906 | zo+= xfac_o*a[i0,i1,i2,i3,i99] | ||
| 907 | zop+= xfac_op*a[i0,i1,i2,i3,i99] | ||
| 908 | |||
| 909 | else: | ||
| 910 | zo+=a[i0,i1,i2,i3,i99] | ||
| 911 | z+=b[i0,i1,i2,i3,i99] | ||
| 912 | 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) | ||
| 913 | if zop==0.: | ||
| 914 | out+="\n" | ||
| 915 | else: | ||
| 916 | out+="+(%s)*0.5**o\n"%zop | ||
| 917 | |||
| 918 | return out | ||
| 919 | |||
| 920 | |||
| 921 | gross | 429 | #======================================================================================================= |
| 922 | gross | 438 | # grad |
| 923 | gross | 437 | #======================================================================================================= |
| 924 | for where in ["Function","FunctionOnBoundary","FunctionOnContactZero","FunctionOnContactOne"]: | ||
| 925 | for data in ["Data","Symbol"]: | ||
| 926 | gross | 438 | for case in ["ContinuousFunction","Solution","ReducedSolution"]: |
| 927 | for sh in [ (),(2,), (4,5), (6,2,2)]: | ||
| 928 | gross | 437 | text=" #+++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++\n" |
| 929 | gross | 438 | tname="test_grad_on%s_from%s_%s_rank%s"%(where,data,case,len(sh)) |
| 930 | gross | 437 | text+=" def %s(self):\n"%tname |
| 931 | text+=" \"\"\"\n" | ||
| 932 | gross | 438 | text+=" tests gradient for rank %s %s on the %s\n\n"%(len(sh),data,where) |
| 933 | gross | 437 | text+=" assumptions: %s(self.domain) exists\n"%case |
| 934 | gross | 438 | text+=" self.domain supports gardient on %s\n"%where |
| 935 | gross | 437 | text+=" \"\"\"\n" |
| 936 | if case=="ReducedSolution": | ||
| 937 | text+=" o=1\n" | ||
| 938 | o="1" | ||
| 939 | else: | ||
| 940 | text+=" o=self.order\n" | ||
| 941 | o="o" | ||
| 942 | text+=" dim=self.domain.getDim()\n" | ||
| 943 | text+=" w_ref=%s(self.domain)\n"%where | ||
| 944 | gross | 438 | text+=" x_ref=w_ref.getX()\n" |
| 945 | gross | 437 | text+=" w=%s(self.domain)\n"%case |
| 946 | text+=" x=w.getX()\n" | ||
| 947 | a_2=makeArray(sh+(2,),[-1.,1]) | ||
| 948 | b_2=makeArray(sh+(2,),[-1.,1]) | ||
| 949 | a_3=makeArray(sh+(3,),[-1.,1]) | ||
| 950 | b_3=makeArray(sh+(3,),[-1.,1]) | ||
| 951 | if data=="Symbol": | ||
| 952 | gross | 438 | text+=" arg=Symbol(shape=%s,dim=dim)\n"%str(sh) |
| 953 | gross | 437 | val="s" |
| 954 | res="sub" | ||
| 955 | else: | ||
| 956 | val="arg" | ||
| 957 | res="res" | ||
| 958 | text+=" %s=Data(0,%s,w)\n"%(val,str(sh)) | ||
| 959 | gross | 438 | text+=" ref=Data(0,%s+(dim,),w_ref)\n"%str(sh) |
| 960 | gross | 437 | text+=" if dim==2:\n" |
| 961 | text+=unrollLoops(a_2,b_2,o,val,tap=" ") | ||
| 962 | gross | 438 | text+=unrollLoopsOfGrad(a_2,b_2,o,"ref",tap=" ") |
| 963 | gross | 437 | text+=" else:\n" |
| 964 | |||
| 965 | text+=unrollLoops(a_3,b_3,o,val,tap=" ") | ||
| 966 | gross | 438 | text+=unrollLoopsOfGrad(a_3,b_3,o,"ref",tap=" ") |
| 967 | text+=" res=grad(arg,where=w_ref)\n" | ||
| 968 | gross | 437 | if data=="Symbol": |
| 969 | text+=" sub=res.substitute({arg:s})\n" | ||
| 970 | gross | 438 | text+=" self.failUnless(isinstance(res,%s),\"wrong type of result.\")\n"%data |
| 971 | text+=" self.failUnlessEqual(res.getShape(),%s+(dim,),\"wrong shape of result.\")\n"%str(sh) | ||
| 972 | gross | 437 | text+=" self.failUnless(Lsup(%s-ref)<=self.RES_TOL*Lsup(ref),\"wrong result\")\n"%res |
| 973 | |||
| 974 | |||
| 975 | t_prog+=text | ||
| 976 | print test_header | ||
| 977 | print t_prog | ||
| 978 | print test_tail | ||
| 979 | 1/0 | ||
| 980 | gross | 438 | |
| 981 | |||
| 982 | gross | 437 | #======================================================================================================= |
| 983 | gross | 438 | # integrate |
| 984 | gross | 437 | #======================================================================================================= |
| 985 | gross | 438 | for where in ["Function","FunctionOnBoundary","FunctionOnContactZero","FunctionOnContactOne"]: |
| 986 | gross | 437 | for data in ["Data","Symbol"]: |
| 987 | gross | 438 | for case in ["ContinuousFunction","Solution","ReducedSolution","Function","FunctionOnBoundary","FunctionOnContactZero","FunctionOnContactOne"]: |
| 988 | for sh in [ (),(2,), (4,5), (6,2,2),(4,5,3,2)]: | ||
| 989 | if (not case in ["Function","FunctionOnBoundary","FunctionOnContactZero","FunctionOnContactOne"]) or where==case: | ||
| 990 | gross | 437 | text=" #+++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++\n" |
| 991 | gross | 438 | tname="test_integrate_on%s_from%s_%s_rank%s"%(where,data,case,len(sh)) |
| 992 | gross | 437 | text+=" def %s(self):\n"%tname |
| 993 | text+=" \"\"\"\n" | ||
| 994 | gross | 438 | text+=" tests integral of rank %s %s on the %s\n\n"%(len(sh),data,where) |
| 995 | text+=" assumptions: %s(self.domain) exists\n"%case | ||
| 996 | text+=" self.domain supports integral on %s\n"%where | ||
| 997 | |||
| 998 | gross | 437 | text+=" \"\"\"\n" |
| 999 | if case=="ReducedSolution": | ||
| 1000 | text+=" o=1\n" | ||
| 1001 | o="1" | ||
| 1002 | else: | ||
| 1003 | text+=" o=self.order\n" | ||
| 1004 | o="o" | ||
| 1005 | text+=" dim=self.domain.getDim()\n" | ||
| 1006 | text+=" w_ref=%s(self.domain)\n"%where | ||
| 1007 | text+=" w=%s(self.domain)\n"%case | ||
| 1008 | text+=" x=w.getX()\n" | ||
| 1009 | a_2=makeArray(sh+(2,),[-1.,1]) | ||
| 1010 | b_2=makeArray(sh+(2,),[-1.,1]) | ||
| 1011 | a_3=makeArray(sh+(3,),[-1.,1]) | ||
| 1012 | b_3=makeArray(sh+(3,),[-1.,1]) | ||
| 1013 | if data=="Symbol": | ||
| 1014 | gross | 438 | text+=" arg=Symbol(shape=%s)\n"%str(sh) |
| 1015 | gross | 437 | val="s" |
| 1016 | res="sub" | ||
| 1017 | else: | ||
| 1018 | val="arg" | ||
| 1019 | res="res" | ||
| 1020 | gross | 438 | |
| 1021 | gross | 437 | text+=" %s=Data(0,%s,w)\n"%(val,str(sh)) |
| 1022 | gross | 438 | if not len(sh)==0: |
| 1023 | text+=" ref=numarray.zeros(%s,numarray.Float)\n"%str(sh) | ||
| 1024 | gross | 437 | text+=" if dim==2:\n" |
| 1025 | text+=unrollLoops(a_2,b_2,o,val,tap=" ") | ||
| 1026 | gross | 438 | text+=unrollLoopsOfInteriorIntegral(a_2,b_2,where,"ref",tap=" ") |
| 1027 | gross | 437 | text+=" else:\n" |
| 1028 | |||
| 1029 | text+=unrollLoops(a_3,b_3,o,val,tap=" ") | ||
| 1030 | gross | 438 | text+=unrollLoopsOfInteriorIntegral(a_3,b_3,where,"ref",tap=" ") |
| 1031 | if case in ["ContinuousFunction","Solution","ReducedSolution"]: | ||
| 1032 | text+=" res=integrate(arg,where=w_ref)\n" | ||
| 1033 | else: | ||
| 1034 | text+=" res=integrate(arg)\n" | ||
| 1035 | |||
| 1036 | gross | 437 | if data=="Symbol": |
| 1037 | text+=" sub=res.substitute({arg:s})\n" | ||
| 1038 | gross | 438 | if len(sh)==0 and data=="Data": |
| 1039 | text+=" self.failUnless(isinstance(%s,float),\"wrong type of result.\")\n"%res | ||
| 1040 | else: | ||
| 1041 | if data=="Symbol": | ||
| 1042 | text+=" self.failUnless(isinstance(res,Symbol),\"wrong type of result.\")\n" | ||
| 1043 | text+=" self.failUnlessEqual(res.getShape(),%s,\"wrong shape of result.\")\n"%str(sh) | ||
| 1044 | else: | ||
| 1045 | text+=" self.failUnless(isinstance(res,numarray.NumArray),\"wrong type of result.\")\n" | ||
| 1046 | text+=" self.failUnlessEqual(res.shape,%s,\"wrong shape of result.\")\n"%str(sh) | ||
| 1047 | gross | 437 | text+=" self.failUnless(Lsup(%s-ref)<=self.RES_TOL*Lsup(ref),\"wrong result\")\n"%res |
| 1048 | |||
| 1049 | |||
| 1050 | t_prog+=text | ||
| 1051 | print test_header | ||
| 1052 | print t_prog | ||
| 1053 | print test_tail | ||
| 1054 | 1/0 | ||
| 1055 | #======================================================================================================= | ||
| 1056 | gross | 433 | # inverse |
| 1057 | #======================================================================================================= | ||
| 1058 | name="inverse" | ||
| 1059 | for case0 in ["array","Symbol","constData","taggedData","expandedData"]: | ||
| 1060 | for sh0 in [ (1,1), (2,2), (3,3)]: | ||
| 1061 | text=" #+++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++\n" | ||
| 1062 | tname="test_%s_%s_dim%s"%(name,case0,sh0[0]) | ||
| 1063 | text+=" def %s(self):\n"%tname | ||
| 1064 | a_0=makeArray(sh0,[-1.,1]) | ||
| 1065 | for i in range(sh0[0]): a_0[i,i]+=2 | ||
| 1066 | if case0 in ["taggedData", "expandedData"]: | ||
| 1067 | a1_0=makeArray(sh0,[-1.,1]) | ||
| 1068 | for i in range(sh0[0]): a1_0[i,i]+=3 | ||
| 1069 | else: | ||
| 1070 | a1_0=a_0 | ||
| 1071 | |||
| 1072 | text+=mkText(case0,"arg",a_0,a1_0) | ||
| 1073 | text+=" res=%s(arg)\n"%name | ||
| 1074 | if case0=="Symbol": | ||
| 1075 | text+=mkText("array","s",a_0,a1_0) | ||
| 1076 | text+=" sub=res.substitute({arg:s})\n" | ||
| 1077 | res="sub" | ||
| 1078 | ref="s" | ||
| 1079 | else: | ||
| 1080 | ref="arg" | ||
| 1081 | res="res" | ||
| 1082 | text+=mkTypeAndShapeTest(case0,sh0,"res") | ||
| 1083 | text+=" self.failUnless(Lsup(matrixmult(%s,%s)-kronecker(%s))<=self.RES_TOL,\"wrong result\")\n"%(res,ref,sh0[0]) | ||
| 1084 | |||
| 1085 | if case0 == "taggedData" : | ||
| 1086 | t_prog_with_tags+=text | ||
| 1087 | else: | ||
| 1088 | t_prog+=text | ||
| 1089 | |||
| 1090 | print test_header | ||
| 1091 | # print t_prog | ||
| 1092 | print t_prog_with_tags | ||
| 1093 | print test_tail | ||
| 1094 | 1/0 | ||
| 1095 | |||
| 1096 | #======================================================================================================= | ||
| 1097 | gross | 429 | # trace |
| 1098 | #======================================================================================================= | ||
| 1099 | def traceTest(r,offset): | ||
| 1100 | sh=r.shape | ||
| 1101 | r1=1 | ||
| 1102 | for i in range(offset): r1*=sh[i] | ||
| 1103 | r2=1 | ||
| 1104 | for i in range(offset+2,len(sh)): r2*=sh[i] | ||
| 1105 | r_s=numarray.reshape(r,(r1,sh[offset],sh[offset],r2)) | ||
| 1106 | s=numarray.zeros([r1,r2],numarray.Float) | ||
| 1107 | for i1 in range(r1): | ||
| 1108 | for i2 in range(r2): | ||
| 1109 | for j in range(sh[offset]): s[i1,i2]+=r_s[i1,j,j,i2] | ||
| 1110 | return s.resize(sh[:offset]+sh[offset+2:]) | ||
| 1111 | name,tt="trace",traceTest | ||
| 1112 | for case0 in ["array","Symbol","constData","taggedData","expandedData"]: | ||
| 1113 | for sh0 in [ (4,5), (6,2,2),(3,2,3,4)]: | ||
| 1114 | for offset in range(len(sh0)-1): | ||
| 1115 | text=" #+++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++\n" | ||
| 1116 | tname="test_%s_%s_rank%s_offset%s"%(name,case0,len(sh0),offset) | ||
| 1117 | text+=" def %s(self):\n"%tname | ||
| 1118 | sh_t=list(sh0) | ||
| 1119 | sh_t[offset+1]=sh_t[offset] | ||
| 1120 | sh_t=tuple(sh_t) | ||
| 1121 | sh_r=[] | ||
| 1122 | for i in range(offset): sh_r.append(sh0[i]) | ||
| 1123 | for i in range(offset+2,len(sh0)): sh_r.append(sh0[i]) | ||
| 1124 | sh_r=tuple(sh_r) | ||
| 1125 | a_0=makeArray(sh_t,[-1.,1]) | ||
| 1126 | if case0 in ["taggedData", "expandedData"]: | ||
| 1127 | a1_0=makeArray(sh_t,[-1.,1]) | ||
| 1128 | else: | ||
| 1129 | a1_0=a_0 | ||
| 1130 | r=tt(a_0,offset) | ||
| 1131 | r1=tt(a1_0,offset) | ||
| 1132 | text+=mkText(case0,"arg",a_0,a1_0) | ||
| 1133 | text+=" res=%s(arg,%s)\n"%(name,offset) | ||
| 1134 | if case0=="Symbol": | ||
| 1135 | text+=mkText("array","s",a_0,a1_0) | ||
| 1136 | text+=" sub=res.substitute({arg:s})\n" | ||
| 1137 | res="sub" | ||
| 1138 | text+=mkText("array","ref",r,r1) | ||
| 1139 | else: | ||
| 1140 | res="res" | ||
| 1141 | text+=mkText(case0,"ref",r,r1) | ||
| 1142 | text+=mkTypeAndShapeTest(case0,sh_r,"res") | ||
| 1143 | text+=" self.failUnless(Lsup(%s-ref)<=self.RES_TOL*Lsup(ref),\"wrong result\")\n"%res | ||
| 1144 | |||
| 1145 | if case0 == "taggedData" : | ||
| 1146 | t_prog_with_tags+=text | ||
| 1147 | else: | ||
| 1148 | t_prog+=text | ||
| 1149 | gross | 396 | |
| 1150 | gross | 429 | print test_header |
| 1151 | # print t_prog | ||
| 1152 | print t_prog_with_tags | ||
| 1153 | print test_tail | ||
| 1154 | 1/0 | ||
| 1155 | gross | 396 | |
| 1156 | gross | 157 | #======================================================================================================= |
| 1157 | gross | 396 | # clip |
| 1158 | #======================================================================================================= | ||
| 1159 | oper_L=[["clip",clipTEST]] | ||
| 1160 | for oper in oper_L: | ||
| 1161 | for case0 in ["float","array","Symbol","constData","taggedData","expandedData"]: | ||
| 1162 | for sh0 in [ (),(2,), (4,5), (6,2,2),(3,2,3,4)]: | ||
| 1163 | if len(sh0)==0 or not case0=="float": | ||
| 1164 | text=" #+++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++\n" | ||
| 1165 | tname="test_%s_%s_rank%s"%(oper[0],case0,len(sh0)) | ||
| 1166 | text+=" def %s(self):\n"%tname | ||
| 1167 | a_0=makeArray(sh0,[-1.,1]) | ||
| 1168 | if case0 in ["taggedData", "expandedData"]: | ||
| 1169 | a1_0=makeArray(sh0,[-1.,1]) | ||
| 1170 | else: | ||
| 1171 | a1_0=a_0 | ||
| 1172 | |||
| 1173 | r=oper[1](a_0,-0.3,0.5) | ||
| 1174 | r1=oper[1](a1_0,-0.3,0.5) | ||
| 1175 | text+=mkText(case0,"arg",a_0,a1_0) | ||
| 1176 | text+=" res=%s(arg,-0.3,0.5)\n"%oper[0] | ||
| 1177 | if case0=="Symbol": | ||
| 1178 | text+=mkText("array","s",a_0,a1_0) | ||
| 1179 | text+=" sub=res.substitute({arg:s})\n" | ||
| 1180 | res="sub" | ||
| 1181 | text+=mkText("array","ref",r,r1) | ||
| 1182 | else: | ||
| 1183 | res="res" | ||
| 1184 | text+=mkText(case0,"ref",r,r1) | ||
| 1185 | text+=mkTypeAndShapeTest(case0,sh0,"res") | ||
| 1186 | text+=" self.failUnless(Lsup(%s-ref)<=self.RES_TOL*Lsup(ref),\"wrong result\")\n"%res | ||
| 1187 | |||
| 1188 | if case0 == "taggedData" : | ||
| 1189 | t_prog_with_tags+=text | ||
| 1190 | else: | ||
| 1191 | t_prog+=text | ||
| 1192 | |||
| 1193 | print test_header | ||
| 1194 | # print t_prog | ||
| 1195 | print t_prog_with_tags | ||
| 1196 | print test_tail | ||
| 1197 | 1/0 | ||
| 1198 | gross | 429 | |
| 1199 | gross | 396 | #======================================================================================================= |
| 1200 | # maximum, minimum, clipping | ||
| 1201 | #======================================================================================================= | ||
| 1202 | oper_L=[ ["maximum",maximumTEST], | ||
| 1203 | ["minimum",minimumTEST]] | ||
| 1204 | for oper in oper_L: | ||
| 1205 | for case0 in ["float","array","Symbol","constData","taggedData","expandedData"]: | ||
| 1206 | for sh1 in [ (),(2,), (4,5), (6,2,2),(3,2,3,4)]: | ||
| 1207 | for case1 in ["float","array","Symbol","constData","taggedData","expandedData"]: | ||
| 1208 | for sh0 in [ (),(2,), (4,5), (6,2,2),(3,2,3,4)]: | ||
| 1209 | if (len(sh0)==0 or not case0=="float") and (len(sh1)==0 or not case1=="float") \ | ||
| 1210 | and (sh0==sh1 or len(sh0)==0 or len(sh1)==0) : | ||
| 1211 | use_tagging_for_expanded_data= case0=="taggedData" or case1=="taggedData" | ||
| 1212 | |||
| 1213 | text=" #+++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++\n" | ||
| 1214 | tname="test_%s_%s_rank%s_%s_rank%s"%(oper[0],case0,len(sh0),case1,len(sh1)) | ||
| 1215 | text+=" def %s(self):\n"%tname | ||
| 1216 | a_0=makeArray(sh0,[-1.,1]) | ||
| 1217 | if case0 in ["taggedData", "expandedData"]: | ||
| 1218 | a1_0=makeArray(sh0,[-1.,1]) | ||
| 1219 | else: | ||
| 1220 | a1_0=a_0 | ||
| 1221 | |||
| 1222 | a_1=makeArray(sh1,[-1.,1]) | ||
| 1223 | if case1 in ["taggedData", "expandedData"]: | ||
| 1224 | a1_1=makeArray(sh1,[-1.,1]) | ||
| 1225 | else: | ||
| 1226 | a1_1=a_1 | ||
| 1227 | r=oper[1](a_0,a_1) | ||
| 1228 | r1=oper[1](a1_0,a1_1) | ||
| 1229 | text+=mkText(case0,"arg0",a_0,a1_0,use_tagging_for_expanded_data) | ||
| 1230 | text+=mkText(case1,"arg1",a_1,a1_1,use_tagging_for_expanded_data) | ||
| 1231 | text+=" res=%s(arg0,arg1)\n"%oper[0] | ||
| 1232 | case=getResultCaseForBin(case0,case1) | ||
| 1233 | if case=="Symbol": | ||
| 1234 | c0_res,c1_res=case0,case1 | ||
| 1235 | subs="{" | ||
| 1236 | if case0=="Symbol": | ||
| 1237 | text+=mkText("array","s0",a_0,a1_0) | ||
| 1238 | subs+="arg0:s0" | ||
| 1239 | c0_res="array" | ||
| 1240 | if case1=="Symbol": | ||
| 1241 | text+=mkText("array","s1",a_1,a1_1) | ||
| 1242 | if not subs.endswith("{"): subs+="," | ||
| 1243 | subs+="arg1:s1" | ||
| 1244 | c1_res="array" | ||
| 1245 | subs+="}" | ||
| 1246 | text+=" sub=res.substitute(%s)\n"%subs | ||
| 1247 | res="sub" | ||
| 1248 | text+=mkText(getResultCaseForBin(c0_res,c1_res),"ref",r,r1) | ||
| 1249 | else: | ||
| 1250 | res="res" | ||
| 1251 | text+=mkText(case,"ref",r,r1) | ||
| 1252 | if len(sh0)>len(sh1): | ||
| 1253 | text+=mkTypeAndShapeTest(case,sh0,"res") | ||
| 1254 | else: | ||
| 1255 | text+=mkTypeAndShapeTest(case,sh1,"res") | ||
| 1256 | text+=" self.failUnless(Lsup(%s-ref)<=self.RES_TOL*Lsup(ref),\"wrong result\")\n"%res | ||
| 1257 | |||
| 1258 | if case0 == "taggedData" or case1 == "taggedData": | ||
| 1259 | t_prog_with_tags+=text | ||
| 1260 | else: | ||
| 1261 | t_prog+=text | ||
| 1262 | |||
| 1263 | print test_header | ||
| 1264 | # print t_prog | ||
| 1265 | print t_prog_with_tags | ||
| 1266 | print test_tail | ||
| 1267 | 1/0 | ||
| 1268 | |||
| 1269 | |||
| 1270 | #======================================================================================================= | ||
| 1271 | # outer inner | ||
| 1272 | #======================================================================================================= | ||
| 1273 | oper=["outer",outerTEST] | ||
| 1274 | # oper=["inner",innerTEST] | ||
| 1275 | for case0 in ["float","array","Symbol","constData","taggedData","expandedData"]: | ||
| 1276 | for sh1 in [ (),(2,), (4,5), (6,2,2),(3,2,3,4)]: | ||
| 1277 | for case1 in ["float","array","Symbol","constData","taggedData","expandedData"]: | ||
| 1278 | for sh0 in [ (),(2,), (4,5), (6,2,2),(3,2,3,4)]: | ||
| 1279 | if (len(sh0)==0 or not case0=="float") and (len(sh1)==0 or not case1=="float") \ | ||
| 1280 | and len(sh0+sh1)<5: | ||
| 1281 | use_tagging_for_expanded_data= case0=="taggedData" or case1=="taggedData" | ||
| 1282 | |||
| 1283 | text=" #+++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++\n" | ||
| 1284 | tname="test_%s_%s_rank%s_%s_rank%s"%(oper[0],case0,len(sh0),case1,len(sh1)) | ||
| 1285 | text+=" def %s(self):\n"%tname | ||
| 1286 | a_0=makeArray(sh0,[-1.,1]) | ||
| 1287 | if case0 in ["taggedData", "expandedData"]: | ||
| 1288 | a1_0=makeArray(sh0,[-1.,1]) | ||
| 1289 | else: | ||
| 1290 | a1_0=a_0 | ||
| 1291 | |||
| 1292 | a_1=makeArray(sh1,[-1.,1]) | ||
| 1293 | if case1 in ["taggedData", "expandedData"]: | ||
| 1294 | a1_1=makeArray(sh1,[-1.,1]) | ||
| 1295 | else: | ||
| 1296 | a1_1=a_1 | ||
| 1297 | r=oper[1](a_0,a_1) | ||
| 1298 | r1=oper[1](a1_0,a1_1) | ||
| 1299 | text+=mkText(case0,"arg0",a_0,a1_0,use_tagging_for_expanded_data) | ||
| 1300 | text+=mkText(case1,"arg1",a_1,a1_1,use_tagging_for_expanded_data) | ||
| 1301 | text+=" res=%s(arg0,arg1)\n"%oper[0] | ||
| 1302 | case=getResultCaseForBin(case0,case1) | ||
| 1303 | if case=="Symbol": | ||
| 1304 | c0_res,c1_res=case0,case1 | ||
| 1305 | subs="{" | ||
| 1306 | if case0=="Symbol": | ||
| 1307 | text+=mkText("array","s0",a_0,a1_0) | ||
| 1308 | subs+="arg0:s0" | ||
| 1309 | c0_res="array" | ||
| 1310 | if case1=="Symbol": | ||
| 1311 | text+=mkText("array","s1",a_1,a1_1) | ||
| 1312 | if not subs.endswith("{"): subs+="," | ||
| 1313 | subs+="arg1:s1" | ||
| 1314 | c1_res="array" | ||
| 1315 | subs+="}" | ||
| 1316 | text+=" sub=res.substitute(%s)\n"%subs | ||
| 1317 | res="sub" | ||
| 1318 | text+=mkText(getResultCaseForBin(c0_res,c1_res),"ref",r,r1) | ||
| 1319 | else: | ||
| 1320 | res="res" | ||
| 1321 | text+=mkText(case,"ref",r,r1) | ||
| 1322 | text+=mkTypeAndShapeTest(case,sh0+sh1,"res") | ||
| 1323 | text+=" self.failUnless(Lsup(%s-ref)<=self.RES_TOL*Lsup(ref),\"wrong result\")\n"%res | ||
| 1324 | |||
| 1325 | if case0 == "taggedData" or case1 == "taggedData": | ||
| 1326 | t_prog_with_tags+=text | ||
| 1327 | else: | ||
| 1328 | t_prog+=text | ||
| 1329 | |||
| 1330 | print test_header | ||
| 1331 | # print t_prog | ||
| 1332 | print t_prog_with_tags | ||
| 1333 | print test_tail | ||
| 1334 | 1/0 | ||
| 1335 | |||
| 1336 | #======================================================================================================= | ||
| 1337 | gross | 313 | # local reduction |
| 1338 | #======================================================================================================= | ||
| 1339 | for oper in [["length",0.,"out+%a1%**2","math.sqrt(out)"], | ||
| 1340 | ["maxval",-1.e99,"max(out,%a1%)","out"], | ||
| 1341 | ["minval",1.e99,"min(out,%a1%)","out"] ]: | ||
| 1342 | for case in case_set: | ||
| 1343 | for sh in shape_set: | ||
| 1344 | if not case=="float" or len(sh)==0: | ||
| 1345 | text="" | ||
| 1346 | text+=" #+++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++\n" | ||
| 1347 | tname="def test_%s_%s_rank%s"%(oper[0],case,len(sh)) | ||
| 1348 | text+=" %s(self):\n"%tname | ||
| 1349 | a=makeArray(sh,[-1.,1.]) | ||
| 1350 | a1=makeArray(sh,[-1.,1.]) | ||
| 1351 | r1=testReduce(a1,oper[1],oper[2],oper[3]) | ||
| 1352 | r=testReduce(a,oper[1],oper[2],oper[3]) | ||
| 1353 | |||
| 1354 | text+=mkText(case,"arg",a,a1) | ||
| 1355 | text+=" res=%s(arg)\n"%oper[0] | ||
| 1356 | if case=="Symbol": | ||
| 1357 | text+=mkText("array","s",a,a1) | ||
| 1358 | text+=" sub=res.substitute({arg:s})\n" | ||
| 1359 | text+=mkText("array","ref",r,r1) | ||
| 1360 | res="sub" | ||
| 1361 | else: | ||
| 1362 | text+=mkText(case,"ref",r,r1) | ||
| 1363 | res="res" | ||
| 1364 | if oper[0]=="length": | ||
| 1365 | text+=mkTypeAndShapeTest(case,(),"res") | ||
| 1366 | else: | ||
| 1367 | if case=="float" or case=="array": | ||
| 1368 | text+=mkTypeAndShapeTest("float",(),"res") | ||
| 1369 | else: | ||
| 1370 | text+=mkTypeAndShapeTest(case,(),"res") | ||
| 1371 | text+=" self.failUnless(Lsup(%s-ref)<=self.RES_TOL*Lsup(ref),\"wrong result\")\n"%res | ||
| 1372 | if case == "taggedData": | ||
| 1373 | t_prog_with_tags+=text | ||
| 1374 | else: | ||
| 1375 | t_prog+=text | ||
| 1376 | print test_header | ||
| 1377 | # print t_prog | ||
| 1378 | print t_prog_with_tags | ||
| 1379 | print test_tail | ||
| 1380 | 1/0 | ||
| 1381 | |||
| 1382 | #======================================================================================================= | ||
| 1383 | gross | 291 | # tensor multiply |
| 1384 | gross | 157 | #======================================================================================================= |
| 1385 | gross | 291 | # oper=["generalTensorProduct",tensorProductTest] |
| 1386 | # oper=["matrixmult",testMatrixMult] | ||
| 1387 | oper=["tensormult",testTensorMult] | ||
| 1388 | |||
| 1389 | for case0 in ["float","array","Symbol","constData","taggedData","expandedData"]: | ||
| 1390 | for sh0 in [ (),(2,), (4,5), (6,2,2),(3,2,3,4)]: | ||
| 1391 | for case1 in ["float","array","Symbol","constData","taggedData","expandedData"]: | ||
| 1392 | for sh1 in [ (),(2,), (4,5), (6,2,2),(3,2,3,4)]: | ||
| 1393 | for sh_s in [ (),(3,), (2,3), (2,4,3),(4,2,3,2)]: | ||
| 1394 | if (len(sh0+sh_s)==0 or not case0=="float") and (len(sh1+sh_s)==0 or not case1=="float") \ | ||
| 1395 | and len(sh0+sh1)<5 and len(sh0+sh_s)<5 and len(sh1+sh_s)<5: | ||
| 1396 | # 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 | ||
| 1397 | 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 | ||
| 1398 | case=getResultCaseForBin(case0,case1) | ||
| 1399 | gross | 157 | use_tagging_for_expanded_data= case0=="taggedData" or case1=="taggedData" |
| 1400 | text=" #+++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++\n" | ||
| 1401 | gross | 291 | # tname="test_generalTensorProduct_%s_rank%s_%s_rank%s_offset%s"%(case0,len(sh0+sh_s),case1,len(sh_s+sh1),len(sh_s)) |
| 1402 | #tname="test_matrixmult_%s_rank%s_%s_rank%s"%(case0,len(sh0+sh_s),case1,len(sh_s+sh1)) | ||
| 1403 | tname="test_tensormult_%s_rank%s_%s_rank%s"%(case0,len(sh0+sh_s),case1,len(sh_s+sh1)) | ||
| 1404 | # if tname=="test_generalTensorProduct_array_rank1_array_rank2_offset1": | ||
| 1405 | # print tnametest_generalTensorProduct_Symbol_rank1_Symbol_rank3_offset1 | ||
| 1406 | text+=" def %s(self):\n"%tname | ||
| 1407 | a_0=makeArray(sh0+sh_s,[-1.,1]) | ||
| 1408 | if case0 in ["taggedData", "expandedData"]: | ||
| 1409 | a1_0=makeArray(sh0+sh_s,[-1.,1]) | ||
| 1410 | else: | ||
| 1411 | a1_0=a_0 | ||
| 1412 | |||
| 1413 | a_1=makeArray(sh_s+sh1,[-1.,1]) | ||
| 1414 | if case1 in ["taggedData", "expandedData"]: | ||
| 1415 | a1_1=makeArray(sh_s+sh1,[-1.,1]) | ||
| 1416 | else: | ||
| 1417 | a1_1=a_1 | ||
| 1418 | r=oper[1](a_0,a_1,sh_s) | ||
| 1419 | r1=oper[1](a1_0,a1_1,sh_s) | ||
| 1420 | text+=mkText(case0,"arg0",a_0,a1_0,use_tagging_for_expanded_data) | ||
| 1421 | text+=mkText(case1,"arg1",a_1,a1_1,use_tagging_for_expanded_data) | ||
| 1422 | #text+=" res=matrixmult(arg0,arg1)\n" | ||
| 1423 | text+=" res=tensormult(arg0,arg1)\n" | ||
| 1424 | #text+=" res=generalTensorProduct(arg0,arg1,offset=%s)\n"%(len(sh_s)) | ||
| 1425 | if case=="Symbol": | ||
| 1426 | c0_res,c1_res=case0,case1 | ||
| 1427 | subs="{" | ||
| 1428 | if case0=="Symbol": | ||
| 1429 | text+=mkText("array","s0",a_0,a1_0) | ||
| 1430 | subs+="arg0:s0" | ||
| 1431 | c0_res="array" | ||
| 1432 | if case1=="Symbol": | ||
| 1433 | text+=mkText("array","s1",a_1,a1_1) | ||
| 1434 | if not subs.endswith("{"): subs+="," | ||
| 1435 | subs+="arg1:s1" | ||
| 1436 | c1_res="array" | ||
| 1437 | subs+="}" | ||
| 1438 | text+=" sub=res.substitute(%s)\n"%subs | ||
| 1439 | res="sub" | ||
| 1440 | text+=mkText(getResultCaseForBin(c0_res,c1_res),"ref",r,r1) | ||
| 1441 | else: | ||
| 1442 | res="res" | ||
| 1443 | text+=mkText(case,"ref",r,r1) | ||
| 1444 | text+=mkTypeAndShapeTest(case,sh0+sh1,"res") | ||
| 1445 | text+=" self.failUnless(Lsup(%s-ref)<=self.RES_TOL*Lsup(ref),\"wrong result\")\n"%res | ||
| 1446 | if case0 == "taggedData" or case1 == "taggedData": | ||
| 1447 | t_prog_with_tags+=text | ||
| 1448 | else: | ||
| 1449 | t_prog+=text | ||
| 1450 | print test_header | ||
| 1451 | # print t_prog | ||
| 1452 | print t_prog_with_tags | ||
| 1453 | print test_tail | ||
| 1454 | 1/0 | ||
| 1455 | #======================================================================================================= | ||
| 1456 | gross | 157 | # basic binary operation overloading (tests only!) |
| 1457 | #======================================================================================================= | ||
| 1458 | oper_range=[-5.,5.] | ||
| 1459 | for oper in [["add" ,"+",[-5.,5.]], | ||
| 1460 | ["sub" ,"-",[-5.,5.]], | ||
| 1461 | ["mult","*",[-5.,5.]], | ||
| 1462 | ["div" ,"/",[-5.,5.]], | ||
| 1463 | ["pow" ,"**",[0.01,5.]]]: | ||
| 1464 | for case0 in case_set: | ||
| 1465 | for sh0 in shape_set: | ||
| 1466 | for case1 in case_set: | ||
| 1467 | for sh1 in shape_set: | ||
| 1468 | gross | 291 | if not case0=="array" and \ |
| 1469 | (not case0=="float" or len(sh0)==0) and (not case1=="float" or len(sh1)==0) and \ | ||
| 1470 | gross | 157 | (sh0==() or sh1==() or sh1==sh0) and \ |
| 1471 | not (case0 in ["float","array"] and case1 in ["float","array"]): | ||
| 1472 | gross | 291 | use_tagging_for_expanded_data= case0=="taggedData" or case1=="taggedData" |
| 1473 | gross | 157 | text=" #+++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++\n" |
| 1474 | tname="test_%s_overloaded_%s_rank%s_%s_rank%s"%(oper[0],case0,len(sh0),case1,len(sh1)) | ||
| 1475 | text+=" def %s(self):\n"%tname | ||
| 1476 | a_0=makeArray(sh0,oper[2]) | ||
| 1477 | if case0 in ["taggedData", "expandedData"]: | ||
| 1478 | a1_0=makeArray(sh0,oper[2]) | ||
| 1479 | else: | ||
| 1480 | a1_0=a_0 | ||
| 1481 | jgs | 154 | |
| 1482 | gross | 157 | a_1=makeArray(sh1,oper[2]) |
| 1483 | if case1 in ["taggedData", "expandedData"]: | ||
| 1484 | a1_1=makeArray(sh1,oper[2]) | ||
| 1485 | jgs | 154 | else: |
| 1486 | gross | 157 | a1_1=a_1 |
| 1487 | r1=makeResult2(a1_0,a1_1,"%a1%"+oper[1]+"%a2%") | ||
| 1488 | r=makeResult2(a_0,a_1,"%a1%"+oper[1]+"%a2%") | ||
| 1489 | text+=mkText(case0,"arg0",a_0,a1_0,use_tagging_for_expanded_data) | ||
| 1490 | text+=mkText(case1,"arg1",a_1,a1_1,use_tagging_for_expanded_data) | ||
| 1491 | text+=" res=arg0%sarg1\n"%oper[1] | ||
| 1492 | |||
| 1493 | case=getResultCaseForBin(case0,case1) | ||
| 1494 | if case=="Symbol": | ||
| 1495 | c0_res,c1_res=case0,case1 | ||
| 1496 | subs="{" | ||
| 1497 | if case0=="Symbol": | ||
| 1498 | text+=mkText("array","s0",a_0,a1_0) | ||
| 1499 | subs+="arg0:s0" | ||
| 1500 | c0_res="array" | ||
| 1501 | if case1=="Symbol": | ||
| 1502 | text+=mkText("array","s1",a_1,a1_1) | ||
| 1503 | if not subs.endswith("{"): subs+="," | ||
| 1504 | subs+="arg1:s1" | ||
| 1505 | c1_res="array" | ||
| 1506 | subs+="}" | ||
| 1507 | text+=" sub=res.substitute(%s)\n"%subs | ||
| 1508 | res="sub" | ||
| 1509 | text+=mkText(getResultCaseForBin(c0_res,c1_res),"ref",r,r1) | ||
| 1510 | jgs | 154 | else: |
| 1511 | gross | 157 | res="res" |
| 1512 | text+=mkText(case,"ref",r,r1) | ||
| 1513 | if isinstance(r,float): | ||
| 1514 | text+=mkTypeAndShapeTest(case,(),"res") | ||
| 1515 | else: | ||
| 1516 | text+=mkTypeAndShapeTest(case,r.shape,"res") | ||
| 1517 | text+=" self.failUnless(Lsup(%s-ref)<=self.RES_TOL*Lsup(ref),\"wrong result\")\n"%res | ||
| 1518 | |||
| 1519 | if case0 in [ "constData","taggedData","expandedData"] and case1 == "Symbol": | ||
| 1520 | t_prog_failing+=text | ||
| 1521 | else: | ||
| 1522 | if case0 == "taggedData" or case1 == "taggedData": | ||
| 1523 | t_prog_with_tags+=text | ||
| 1524 | else: | ||
| 1525 | t_prog+=text | ||
| 1526 | jgs | 154 | |
| 1527 | gross | 157 | |
| 1528 | print test_header | ||
| 1529 | gross | 291 | # print t_prog |
| 1530 | # print t_prog_with_tags | ||
| 1531 | print t_prog_failing | ||
| 1532 | print test_tail | ||
| 1533 | jgs | 154 | 1/0 |
| 1534 | gross | 291 | #======================================================================================================= |
| 1535 | # basic binary operations (tests only!) | ||
| 1536 | #======================================================================================================= | ||
| 1537 | oper_range=[-5.,5.] | ||
| 1538 | for oper in [["add" ,"+",[-5.,5.]], | ||
| 1539 | ["mult","*",[-5.,5.]], | ||
| 1540 | ["quotient" ,"/",[-5.,5.]], | ||
| 1541 | ["power" ,"**",[0.01,5.]]]: | ||
| 1542 | for case0 in case_set: | ||
| 1543 | for case1 in case_set: | ||
| 1544 | for sh in shape_set: | ||
| 1545 | for sh_p in shape_set: | ||
| 1546 | if len(sh_p)>0: | ||
| 1547 | resource=[-1,1] | ||
| 1548 | else: | ||
| 1549 | resource=[1] | ||
| 1550 | for sh_d in resource: | ||
| 1551 | if sh_d>0: | ||
| 1552 | sh0=sh | ||
| 1553 | sh1=sh+sh_p | ||
| 1554 | else: | ||
| 1555 | sh1=sh | ||
| 1556 | sh0=sh+sh_p | ||
| 1557 | |||
| 1558 | if (not case0=="float" or len(sh0)==0) and (not case1=="float" or len(sh1)==0) and \ | ||
| 1559 | len(sh0)<5 and len(sh1)<5: | ||
| 1560 | use_tagging_for_expanded_data= case0=="taggedData" or case1=="taggedData" | ||
| 1561 | text=" #+++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++\n" | ||
| 1562 | tname="test_%s_%s_rank%s_%s_rank%s"%(oper[0],case0,len(sh0),case1,len(sh1)) | ||
| 1563 | text+=" def %s(self):\n"%tname | ||
| 1564 | a_0=makeArray(sh0,oper[2]) | ||
| 1565 | if case0 in ["taggedData", "expandedData"]: | ||
| 1566 | a1_0=makeArray(sh0,oper[2]) | ||
| 1567 | else: | ||
| 1568 | a1_0=a_0 | ||
| 1569 | |||
| 1570 | a_1=makeArray(sh1,oper[2]) | ||
| 1571 | if case1 in ["taggedData", "expandedData"]: | ||
| 1572 | a1_1=makeArray(sh1,oper[2]) | ||
| 1573 | else: | ||
| 1574 | a1_1=a_1 | ||
| 1575 | r1=makeResult2(a1_0,a1_1,"%a1%"+oper[1]+"%a2%") | ||
| 1576 | r=makeResult2(a_0,a_1,"%a1%"+oper[1]+"%a2%") | ||
| 1577 | text+=mkText(case0,"arg0",a_0,a1_0,use_tagging_for_expanded_data) | ||
| 1578 | text+=mkText(case1,"arg1",a_1,a1_1,use_tagging_for_expanded_data) | ||
| 1579 | text+=" res=%s(arg0,arg1)\n"%oper[0] | ||
| 1580 | |||
| 1581 | case=getResultCaseForBin(case0,case1) | ||
| 1582 | if case=="Symbol": | ||
| 1583 | c0_res,c1_res=case0,case1 | ||
| 1584 | subs="{" | ||
| 1585 | if case0=="Symbol": | ||
| 1586 | text+=mkText("array","s0",a_0,a1_0) | ||
| 1587 | subs+="arg0:s0" | ||
| 1588 | c0_res="array" | ||
| 1589 | if case1=="Symbol": | ||
| 1590 | text+=mkText("array","s1",a_1,a1_1) | ||
| 1591 | if not subs.endswith("{"): subs+="," | ||
| 1592 | subs+="arg1:s1" | ||
| 1593 | c1_res="array" | ||
| 1594 | subs+="}" | ||
| 1595 | text+=" sub=res.substitute(%s)\n"%subs | ||
| 1596 | res="sub" | ||
| 1597 | text+=mkText(getResultCaseForBin(c0_res,c1_res),"ref",r,r1) | ||
| 1598 | else: | ||
| 1599 | res="res" | ||
| 1600 | text+=mkText(case,"ref",r,r1) | ||
| 1601 | if isinstance(r,float): | ||
| 1602 | text+=mkTypeAndShapeTest(case,(),"res") | ||
| 1603 | else: | ||
| 1604 | text+=mkTypeAndShapeTest(case,r.shape,"res") | ||
| 1605 | text+=" self.failUnless(Lsup(%s-ref)<=self.RES_TOL*Lsup(ref),\"wrong result\")\n"%res | ||
| 1606 | |||
| 1607 | if case0 == "taggedData" or case1 == "taggedData": | ||
| 1608 | t_prog_with_tags+=text | ||
| 1609 | else: | ||
| 1610 | t_prog+=text | ||
| 1611 | print test_header | ||
| 1612 | # print t_prog | ||
| 1613 | print t_prog_with_tags | ||
| 1614 | print test_tail | ||
| 1615 | 1/0 | ||
| 1616 | |||
| 1617 | gross | 157 | # print t_prog_with_tagsoper_range=[-5.,5.] |
| 1618 | for oper in [["add" ,"+",[-5.,5.]], | ||
| 1619 | ["sub" ,"-",[-5.,5.]], | ||
| 1620 | ["mult","*",[-5.,5.]], | ||
| 1621 | ["div" ,"/",[-5.,5.]], | ||
| 1622 | ["pow" ,"**",[0.01,5.]]]: | ||
| 1623 | for case0 in case_set: | ||
| 1624 | for sh0 in shape_set: | ||
| 1625 | for case1 in case_set: | ||
| 1626 | for sh1 in shape_set: | ||
| 1627 | if (not case0=="float" or len(sh0)==0) and (not case1=="float" or len(sh1)==0) and \ | ||
| 1628 | (sh0==() or sh1==() or sh1==sh0) and \ | ||
| 1629 | not (case0 in ["float","array"] and case1 in ["float","array"]): | ||
| 1630 | text=" #+++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++\n" | ||
| 1631 | tname="test_%s_%s_rank%s_%s_rank%s"%(oper[0],case0,len(sh0),case1,len(sh1)) | ||
| 1632 | text+=" def %s(self):\n"%tname | ||
| 1633 | a_0=makeArray(sh0,oper[2]) | ||
| 1634 | if case0 in ["taggedData", "expandedData"]: | ||
| 1635 | a1_0=makeArray(sh0,oper[2]) | ||
| 1636 | else: | ||
| 1637 | a1_0=a_0 | ||
| 1638 | jgs | 154 | |
| 1639 | gross | 157 | a_1=makeArray(sh1,oper[2]) |
| 1640 | if case1 in ["taggedData", "expandedData"]: | ||
| 1641 | a1_1=makeArray(sh1,oper[2]) | ||
| 1642 | jgs | 154 | else: |
| 1643 | gross | 157 | a1_1=a_1 |
| 1644 | r1=makeResult2(a1_0,a1_1,"%a1%"+oper[1]+"%a2%") | ||
| 1645 | r=makeResult2(a_0,a_1,"%a1%"+oper[1]+"%a2%") | ||
| 1646 | text+=mkText(case0,"arg0",a_0,a1_0) | ||
| 1647 | text+=mkText(case1,"arg1",a_1,a1_1) | ||
| 1648 | text+=" res=arg0%sarg1\n"%oper[1] | ||
| 1649 | |||
| 1650 | case=getResultCaseForBin(case0,case1) | ||
| 1651 | if case=="Symbol": | ||
| 1652 | c0_res,c1_res=case0,case1 | ||
| 1653 | subs="{" | ||
| 1654 | if case0=="Symbol": | ||
| 1655 | text+=mkText("array","s0",a_0,a1_0) | ||
| 1656 | subs+="arg0:s0" | ||
| 1657 | c0_res="array" | ||
| 1658 | if case1=="Symbol": | ||
| 1659 | text+=mkText("array","s1",a_1,a1_1) | ||
| 1660 | if not subs.endswith("{"): subs+="," | ||
| 1661 | subs+="arg1:s1" | ||
| 1662 | c1_res="array" | ||
| 1663 | subs+="}" | ||
| 1664 | text+=" sub=res.substitute(%s)\n"%subs | ||
| 1665 | res="sub" | ||
| 1666 | text+=mkText(getResultCaseForBin(c0_res,c1_res),"ref",r,r1) | ||
| 1667 | jgs | 154 | else: |
| 1668 | gross | 157 | res="res" |
| 1669 | text+=mkText(case,"ref",r,r1) | ||
| 1670 | if isinstance(r,float): | ||
| 1671 | text+=mkTypeAndShapeTest(case,(),"res") | ||
| 1672 | else: | ||
| 1673 | text+=mkTypeAndShapeTest(case,r.shape,"res") | ||
| 1674 | text+=" self.failUnless(Lsup(%s-ref)<=self.RES_TOL*Lsup(ref),\"wrong result\")\n"%res | ||
| 1675 | |||
| 1676 | if case0 in [ "constData","taggedData","expandedData"] and case1 == "Symbol": | ||
| 1677 | t_prog_failing+=text | ||
| 1678 | else: | ||
| 1679 | if case0 == "taggedData" or case1 == "taggedData": | ||
| 1680 | t_prog_with_tags+=text | ||
| 1681 | else: | ||
| 1682 | t_prog+=text | ||
| 1683 | jgs | 154 | |
| 1684 | gross | 157 | |
| 1685 | # print u_prog | ||
| 1686 | # 1/0 | ||
| 1687 | print test_header | ||
| 1688 | jgs | 154 | print t_prog |
| 1689 | gross | 157 | # print t_prog_with_tags |
| 1690 | # print t_prog_failing | ||
| 1691 | print test_tail | ||
| 1692 | # print t_prog_failing | ||
| 1693 | print test_tail | ||
| 1694 | jgs | 154 | |
| 1695 | gross | 157 | #======================================================================================================= |
| 1696 | # unary operations: | ||
| 1697 | #======================================================================================================= | ||
| 1698 | func= [ | ||
| 1699 | OPERATOR(nickname="log10",\ | ||
| 1700 | rng=[1.e-3,100.],\ | ||
| 1701 | test_expr="math.log10(%a1%)",\ | ||
| 1702 | math_expr="math.log10(%a1%)",\ | ||
| 1703 | numarray_expr="numarray.log10(%a1%)",\ | ||
| 1704 | symbol_expr="log(%a1%)/log(10.)",\ | ||
| 1705 | name="base-10 logarithm"), | ||
| 1706 | OPERATOR(nickname="wherePositive",\ | ||
| 1707 | rng=[-100.,100.],\ | ||
| 1708 | test_expr="wherepos(%a1%)",\ | ||
| 1709 | math_expr="if arg>0:\n return 1.\nelse:\n return 0.", | ||
| 1710 | numarray_expr="numarray.greater(arg,numarray.zeros(arg.shape,numarray.Float))",\ | ||
| 1711 | name="mask of positive values"), | ||
| 1712 | OPERATOR(nickname="whereNegative",\ | ||
| 1713 | rng=[-100.,100.],\ | ||
| 1714 | test_expr="wherepos(-%a1%)",\ | ||
| 1715 | math_expr="if arg<0:\n return 1.\nelse:\n return 0.", | ||
| 1716 | numarray_expr="numarray.less(arg,numarray.zeros(arg.shape,numarray.Float))",\ | ||
| 1717 | name="mask of positive values"), | ||
| 1718 | OPERATOR(nickname="whereNonNegative",\ | ||
| 1719 | rng=[-100.,100.],\ | ||
| 1720 | test_expr="1-wherepos(-%a1%)", \ | ||
| 1721 | math_expr="if arg<0:\n return 0.\nelse:\n return 1.", | ||
| 1722 | numarray_expr="numarray.greater_equal(arg,numarray.zeros(arg.shape,numarray.Float))",\ | ||
| 1723 | symbol_expr="1-wherePositive(%a1%)",\ | ||
| 1724 | name="mask of non-negative values"), | ||
| 1725 | OPERATOR(nickname="whereNonPositive",\ | ||
| 1726 | rng=[-100.,100.],\ | ||
| 1727 | test_expr="1-wherepos(%a1%)",\ | ||
| 1728 | math_expr="if arg>0:\n return 0.\nelse:\n return 1.", | ||
| 1729 | numarray_expr="numarray.less_equal(arg,numarray.zeros(arg.shape,numarray.Float))",\ | ||
| 1730 | symbol_expr="1-whereNegative(%a1%)",\ | ||
| 1731 | name="mask of non-positive values"), | ||
| 1732 | OPERATOR(nickname="whereZero",\ | ||
| 1733 | rng=[-100.,100.],\ | ||
| 1734 | test_expr="1-wherepos(%a1%)-wherepos(-%a1%)",\ | ||
| 1735 | math_expr="if abs(%a1%)<=tol:\n return 1.\nelse:\n return 0.", | ||
| 1736 | numarray_expr="numarray.less_equal(abs(%a1%)-tol,numarray.zeros(arg.shape,numarray.Float))",\ | ||
| 1737 | name="mask of zero entries"), | ||
| 1738 | OPERATOR(nickname="whereNonZero",\ | ||
| 1739 | rng=[-100.,100.],\ | ||
| 1740 | test_expr="wherepos(%a1%)+wherepos(-%a1%)",\ | ||
| 1741 | math_expr="if abs(%a1%)>tol:\n return 1.\nelse:\n return 0.",\ | ||
| 1742 | numarray_expr="numarray.greater(abs(%a1%)-tol,numarray.zeros(arg.shape,numarray.Float))",\ | ||
| 1743 | symbol_expr="1-whereZero(arg,tol)",\ | ||
| 1744 | name="mask of values different from zero"), | ||
| 1745 | OPERATOR(nickname="sin",\ | ||
| 1746 | rng=[-100.,100.],\ | ||
| 1747 | test_expr="math.sin(%a1%)", | ||
| 1748 | numarray_expr="numarray.sin(%a1%)",\ | ||
| 1749 | diff="cos(%a1%)",\ | ||
| 1750 | name="sine"), | ||
| 1751 | OPERATOR(nickname="cos",\ | ||
| 1752 | rng=[-100.,100.],\ | ||
| 1753 | test_expr="math.cos(%a1%)", | ||
| 1754 | numarray_expr="numarray.cos(%a1%)",\ | ||
| 1755 | diff="-sin(%a1%)", | ||
| 1756 | name="cosine"), | ||
| 1757 | OPERATOR(nickname="tan",\ | ||
| 1758 | rng=[-100.,100.],\ | ||
| 1759 | test_expr="math.tan(%a1%)", | ||
| 1760 | numarray_expr="numarray.tan(%a1%)",\ | ||
| 1761 | diff="1./cos(%a1%)**2", | ||
| 1762 | name="tangent"), | ||
| 1763 | OPERATOR(nickname="asin",\ | ||
| 1764 | rng=[-0.99,0.99],\ | ||
| 1765 | test_expr="math.asin(%a1%)", | ||
| 1766 | numarray_expr="numarray.arcsin(%a1%)", | ||
| 1767 | diff="1./sqrt(1.-%a1%**2)", | ||
| 1768 | name="inverse sine"), | ||
| 1769 | OPERATOR(nickname="acos",\ | ||
| 1770 | rng=[-0.99,0.99],\ | ||
| 1771 | test_expr="math.acos(%a1%)", | ||
| 1772 | numarray_expr="numarray.arccos(%a1%)", | ||
| 1773 | diff="-1./sqrt(1.-%a1%**2)", | ||
| 1774 | name="inverse cosine"), | ||
| 1775 | OPERATOR(nickname="atan",\ | ||
| 1776 | rng=[-100.,100.],\ | ||
| 1777 | test_expr="math.atan(%a1%)", | ||
| 1778 | numarray_expr="numarray.arctan(%a1%)", | ||
| 1779 | diff="1./(1+%a1%**2)", | ||
| 1780 | name="inverse tangent"), | ||
| 1781 | OPERATOR(nickname="sinh",\ | ||
| 1782 | rng=[-5,5],\ | ||
| 1783 | test_expr="math.sinh(%a1%)", | ||
| 1784 | numarray_expr="numarray.sinh(%a1%)", | ||
| 1785 | diff="cosh(%a1%)", | ||
| 1786 | name="hyperbolic sine"), | ||
| 1787 | OPERATOR(nickname="cosh",\ | ||
| 1788 | rng=[-5.,5.], | ||
| 1789 | test_expr="math.cosh(%a1%)", | ||
| 1790 | numarray_expr="numarray.cosh(%a1%)", | ||
| 1791 | diff="sinh(%a1%)", | ||
| 1792 | name="hyperbolic cosine"), | ||
| 1793 | OPERATOR(nickname="tanh",\ | ||
| 1794 | rng=[-5.,5.], | ||
| 1795 | test_expr="math.tanh(%a1%)", | ||
| 1796 | numarray_expr="numarray.tanh(%a1%)", | ||
| 1797 | diff="1./cosh(%a1%)**2", | ||
| 1798 | name="hyperbolic tangent"), | ||
| 1799 | OPERATOR(nickname="asinh",\ | ||
| 1800 | rng=[-100.,100.], \ | ||
| 1801 | test_expr="numarray.arcsinh(%a1%)", | ||
| 1802 | math_expr="numarray.arcsinh(%a1%)", | ||
| 1803 | numarray_expr="numarray.arcsinh(%a1%)", | ||
| 1804 | diff="1./sqrt(%a1%**2+1)", | ||
| 1805 | name="inverse hyperbolic sine"), | ||
| 1806 | OPERATOR(nickname="acosh",\ | ||
| 1807 | rng=[1.001,100.],\ | ||
| 1808 | test_expr="numarray.arccosh(%a1%)", | ||
| 1809 | math_expr="numarray.arccosh(%a1%)", | ||
| 1810 | numarray_expr="numarray.arccosh(%a1%)", | ||
| 1811 | diff="1./sqrt(%a1%**2-1)", | ||
| 1812 | name="inverse hyperolic cosine"), | ||
| 1813 | OPERATOR(nickname="atanh",\ | ||
| 1814 | rng=[-0.99,0.99], \ | ||
| 1815 | test_expr="numarray.arctanh(%a1%)", | ||
| 1816 | math_expr="numarray.arctanh(%a1%)", | ||
| 1817 | numarray_expr="numarray.arctanh(%a1%)", | ||
| 1818 | diff="1./(1.-%a1%**2)", | ||
| 1819 | name="inverse hyperbolic tangent"), | ||
| 1820 | OPERATOR(nickname="exp",\ | ||
| 1821 | rng=[-5.,5.], | ||
| 1822 | test_expr="math.exp(%a1%)", | ||
| 1823 | numarray_expr="numarray.exp(%a1%)", | ||
| 1824 | diff="self", | ||
| 1825 | name="exponential"), | ||
| 1826 | OPERATOR(nickname="sqrt",\ | ||
| 1827 | rng=[1.e-3,100.],\ | ||
| 1828 | test_expr="math.sqrt(%a1%)", | ||
| 1829 | numarray_expr="numarray.sqrt(%a1%)", | ||
| 1830 | diff="0.5/self", | ||
| 1831 | name="square root"), | ||
| 1832 | OPERATOR(nickname="log", \ | ||
| 1833 | rng=[1.e-3,100.],\ | ||
| 1834 | test_expr="math.log(%a1%)", | ||
| 1835 | numarray_expr="numarray.log(%a1%)", | ||
| 1836 | diff="1./arg", | ||
| 1837 | name="natural logarithm"), | ||
| 1838 | OPERATOR(nickname="sign",\ | ||
| 1839 | rng=[-100.,100.], \ | ||
| 1840 | math_expr="if %a1%>0:\n return 1.\nelif %a1%<0:\n return -1.\nelse:\n return 0.", | ||
| 1841 | test_expr="wherepos(%a1%)-wherepos(-%a1%)", | ||
| 1842 | numarray_expr="numarray.sign(%a1%)", | ||
| 1843 | symbol_expr="wherePositive(%a1%)-whereNegative(%a1%)",\ | ||
| 1844 | name="sign"), | ||
| 1845 | OPERATOR(nickname="abs",\ | ||
| 1846 | rng=[-100.,100.], \ | ||
| 1847 | math_expr="if %a1%>0:\n return %a1% \nelif %a1%<0:\n return -(%a1%)\nelse:\n return 0.", | ||
| 1848 | test_expr="wherepos(%a1%)*(%a1%)-wherepos(-%a1%)*(%a1%)", | ||
| 1849 | numarray_expr="abs(%a1%)", | ||
| 1850 | diff="sign(%a1%)", | ||
| 1851 | name="absolute value") | ||
| 1852 | |||
| 1853 | ] | ||
| 1854 | for f in func: | ||
| 1855 | symbol_name=f.nickname[0].upper()+f.nickname[1:] | ||
| 1856 | if f.nickname!="abs": | ||
| 1857 | u_prog+="def %s(arg):\n"%f.nickname | ||
| 1858 | u_prog+=" \"\"\"\n" | ||
| 1859 | u_prog+=" returns %s of argument arg\n\n"%f.name | ||
| 1860 | u_prog+=" @param arg: argument\n" | ||
| 1861 | u_prog+=" @type arg: C{float}, L{escript.Data}, L{Symbol}, L{numarray.NumArray}.\n" | ||
| 1862 | u_prog+=" @rtype:C{float}, L{escript.Data}, L{Symbol}, L{numarray.NumArray} depending on the type of arg.\n" | ||
| 1863 | u_prog+=" @raises TypeError: if the type of the argument is not expected.\n" | ||
| 1864 | u_prog+=" \"\"\"\n" | ||
| 1865 | u_prog+=" if isinstance(arg,numarray.NumArray):\n" | ||
| 1866 | u_prog+=mkCode(f.numarray_expr,["arg"],2*" ") | ||
| 1867 | u_prog+=" elif isinstance(arg,escript.Data):\n" | ||
| 1868 | u_prog+=mkCode("arg._%s()"%f.nickname,[],2*" ") | ||
| 1869 | u_prog+=" elif isinstance(arg,float):\n" | ||
| 1870 | u_prog+=mkCode(f.math_expr,["arg"],2*" ") | ||
| 1871 | u_prog+=" elif isinstance(arg,int):\n" | ||
| 1872 | u_prog+=mkCode(f.math_expr,["float(arg)"],2*" ") | ||
| 1873 | u_prog+=" elif isinstance(arg,Symbol):\n" | ||
| 1874 | if f.symbol_expr==None: | ||
| 1875 | u_prog+=mkCode("%s_Symbol(arg)"%symbol_name,[],2*" ") | ||
| 1876 | else: | ||
| 1877 | u_prog+=mkCode(f.symbol_expr,["arg"],2*" ") | ||
| 1878 | u_prog+=" else:\n" | ||
| 1879 | u_prog+=" raise TypeError,\"%s: Unknown argument type.\"\n\n"%f.nickname | ||
| 1880 | if f.symbol_expr==None: | ||
| 1881 | u_prog+="class %s_Symbol(DependendSymbol):\n"%symbol_name | ||
| 1882 | u_prog+=" \"\"\"\n" | ||
| 1883 | u_prog+=" L{Symbol} representing the result of the %s function\n"%f.name | ||
| 1884 | u_prog+=" \"\"\"\n" | ||
| 1885 | u_prog+=" def __init__(self,arg):\n" | ||
| 1886 | u_prog+=" \"\"\"\n" | ||
| 1887 | u_prog+=" initialization of %s L{Symbol} with argument arg\n"%f.nickname | ||
| 1888 | u_prog+=" @param arg: argument of function\n" | ||
| 1889 | u_prog+=" @type arg: typically L{Symbol}.\n" | ||
| 1890 | u_prog+=" \"\"\"\n" | ||
| 1891 | u_prog+=" DependendSymbol.__init__(self,args=[arg],shape=arg.getShape(),dim=arg.getDim())\n" | ||
| 1892 | u_prog+="\n" | ||
| 1893 |