Tue Jan  2 09:49:30 2024

python_random_test():
  Python version: 3.8.10
  Test Python random number generation.

seed_test():
  Set seed to get or recover a specific sequence.

  Initializing with seed =  123456789
   0 :   0.02771273928251694
   1 :   0.9067000554840227
   2 :   0.8813935546997342
   3 :   0.6248972754209087
   4 :   0.7907148110979404

  Initializing with seed =  987654321
   0 :   0.28459937866143237
   1 :   0.17186692398444947
   2 :   0.198879542509397
   3 :   0.3608632071998167
   4 :   0.14729796998020273

  Initializing with seed =  123456789
   0 :   0.02771273928251694
   1 :   0.9067000554840227
   2 :   0.8813935546997342
   3 :   0.6248972754209087
   4 :   0.7907148110979404

normal_test():
  Generate random standard normal values.

  Seed =  123456789
  Normal values generated =  1000
  Minimum =  -2.8406528625974925
  Mean    =  -0.008594874567067168
  Maximum =  2.8064730345899958
  STD =      0.952942100337553

  Seed =  987654321
  Normal values generated =  1000
  Minimum =  -3.251462162583658
  Mean    =  0.019447658258608797
  Maximum =  3.0459154754343345
  STD =      0.9921588217795121

  Seed =  123456789
  Normal values generated =  1000
  Minimum =  -2.8406528625974925
  Mean    =  -0.008594874567067168
  Maximum =  2.8064730345899958
  STD =      0.952942100337553

chi_test():
  Generate random chi values.

  Seed =  123456789
  Chi values generated =  1000
  Minimum =  0.42110316426422983
  Mean    =  2.106641692553553
  Maximum =  4.796071316800936
  STD =      0.6671404540696627

  Seed =  987654321
  Chi values generated =  1000
  Minimum =  0.31624687336201707
  Mean    =  2.1452107370079037
  Maximum =  4.459957389533174
  STD =      0.6995077385278535

  Seed =  123456789
  Chi values generated =  1000
  Minimum =  0.42110316426422983
  Mean    =  2.106641692553553
  Maximum =  4.796071316800936
  STD =      0.6671404540696627

rng_shared_test():
  Share the rng with a lower level function.

  Initializing with seed =  123456789
  Executing rng only in main function.
   0  (main):      0.02771273928251694
   1  (main):      0.9067000554840227
   2  (main):      0.8813935546997342
   3  (main):      0.6248972754209087
   4  (main):      0.7907148110979404

  Initializing with seed =  123456789
  Executing shared rng in main and lower function.
   0  (main):      0.02771273928251694
   1  (main):      0.9067000554840227
   2  (main):      0.8813935546997342
   3  (shared):    0.6248972754209087
   4  (shared):    0.7907148110979404

  Initializing with seed =  123456789
  Executing rng in main and separate rng in lower function.
   0  (main):      0.02771273928251694
   1  (main):      0.9067000554840227
   2  (main):      0.8813935546997342
   3  (unshared):  0.9436044654916651
   4  (unshared):  0.7495334098662136

python_random_test():
  Normal end of execution.
Tue Jan  2 09:49:31 2024