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How to use str_func method in pandera

Best Python code snippet using pandera_python

ps2_answers.py

Source:ps2_answers.py

1######################################################################2# This file copyright the Georgia Institute of Technology3#4# Permission is given to students to use or modify this file (only)5# to work on their assignments.6#7# You may NOT publish this file or make it available to others not in8# the course.9#10######################################################################11######################################################################12# How to use:13#14#   For fill-in questions, change the value of each answer variable.15#16#   For programming questions, change the implementation of the17#   function provided.18#19#   Run the file from the command line to check:20#21#       python ps2_answers.py22#23######################################################################24import checkutil25# NOTE: All questions are presented in the problem set videos (lesson modules), please watch these to get the full26# context on the questions below.  Following each question video is a subsequent video with the answer.27# If you see different scores locally and on Gradescope this may be an indication28# that you are uploading a different file than the one you are executing locally.29# If this local ID doesn't match the ID on Gradescope then you uploaded a different file.30OUTPUT_UNIQUE_FILE_ID = False31if OUTPUT_UNIQUE_FILE_ID:32    import hashlib, pathlib33    file_hash = hashlib.md5(pathlib.Path(__file__).read_bytes()).hexdigest()34    print(f'Unique file ID: {file_hash}')35# STUDENT ID36# Please specify your GT login ID in the whoami variable (ex: jsmith322).37whoami = 'lrunyn3'38n = float('nan')39# QUESTION 1: MEASUREMENT UPDATE40#41# How does the variance of the new Gaussian compare to the individual Guassians?42#43possible_answers = ( 'smaller',44                     'larger',45                     'the same' )46update = 'smaller'47# QUESTION 2: NEW VARIANCE48#49# What is the value for Nu squared as a multiple of Sigma squared?50# Replace n with your answer51#52variance = 1/253# QUESTION 3: HEAVYTAIL GAUSSIAN54#55# Is it possible to represent this function as a Gaussian?56#57possible_answers = ( 'YES',58                     'NO' )59heavytail = 'NO'60# QUESTION 4: HOW MANY DIMENSIONS61#62# How many dimensions of the state vector for 2-dimensional space?63# Replace n with your answer64#65dimensions = 466# QUESTION 5: STATE TRANSITION MATRIX67#68# What is the new F matrix for a Kalman filter in 2 dimensions?69# Replace the n's with your answers70#71F = ([[1, 0, 0.1, 0], \72      [0, 1, 0, 0.1], \73      [0, 0, 1, 0], \74      [0, 0, 0, 1]])75# QUESTION 6: PROGRAMMING EXERCISE76# Fill in the matrices P, F, H, R and I at the bottom77#78# This question requires NO CODING, just fill in the 79# matrices by replacing n with your values.80#  81# Please do not delete or modify 82# any provided code. Good luck!83#84Matrices_P =  ([[0, 0, 0, 0], \85                [0, 0, 0, 0], \86                [0, 0, 1000, 0], \87                [0, 0, 0, 1000]])88Matrices_F  =  ([[1, 0, 0.1, 0], \89                 [0, 1, 0, 0.1], \90                 [0, 0, 1, 0], \91                 [0, 0, 0, 1]])92Matrices_H =  ([[1, 0, 0, 0], \93                [0, 1, 0, 0]])94Matrices_R =  ([[0.1, 0], \95                [0, 0.1]])96Matrices_I = ([[1, 0, 0, 0], \97               [0, 1, 0, 0], \98               [0, 0, 1, 0], \99               [0, 0, 0, 1]])100######################################################################101# Grading methods102#103# Do not modify code below this point.104#105######################################################################106FILL_IN_TEST_CASES = ( {'variable_name': 'update',107                         'str_func':          checkutil.do_nothing,108                         'answer_hash':       '43dd639229e914a5327206408c1287c0',109                         'points_avail':      1 },110                        {'variable_name': 'variance',111                         'str_func':          checkutil.float_to_str,112                         'answer_hash':       '2ea3bd7cc5760c8622dfc868bd505c4c',113                         'points_avail':      1 },114                        {'variable_name': 'heavytail',115                         'str_func':          checkutil.do_nothing,116                         'answer_hash':       'ef544ea31f6ea82b72384a7d9ef3dccf',117                         'points_avail':      1 },118                        {'variable_name': 'dimensions',119                         'str_func':          checkutil.float_to_str,120                         'answer_hash':       'efb95511d768395bb81769b61a33e0b8',121                         'points_avail':      1 },122                        {'variable_name': 'F',123                         'variable_idxs':     (0,0),124                         'str_func':          checkutil.float_to_str,125                         'answer_hash':       '7b681f62cc828c6d7568ef7f3a350428',126                         'points_avail':      1./16. },127                        {'variable_name': 'F',128                         'variable_idxs':     (0,1),129                         'str_func':          checkutil.float_to_str,130                         'answer_hash':       'ff917d13cdf6acdd0e17a176a570963e',131                         'points_avail':      1./16. },132                        {'variable_name': 'F',133                         'variable_idxs':     (0,2),134                         'str_func':          checkutil.float_to_str,135                         'answer_hash':       'd950e2cbd82caf777485907cf003584f',136                         'points_avail':      1./16. },137                        {'variable_name': 'F',138                         'variable_idxs':     (0,3),139                         'str_func':          checkutil.float_to_str,140                         'answer_hash':       '02c733f0fdc78a155bafe8d953cb95d7',141                         'points_avail':      1./16. },     142                        {'variable_name': 'F',143                         'variable_idxs':     (1,0),144                         'str_func':          checkutil.float_to_str,145                         'answer_hash':       '9af9af4c7374f0b14fafa874d5bd003f',146                         'points_avail':      1./16. },147                        {'variable_name': 'F',148                         'variable_idxs':     (1,1),149                         'str_func':          checkutil.float_to_str,150                         'answer_hash':       'b3642522f0ba3e96b095f1b16f4c4eca',151                         'points_avail':      1./16. },152                        {'variable_name': 'F',153                         'variable_idxs':     (1,2),154                         'str_func':          checkutil.float_to_str,155                         'answer_hash':       'dd0580ff997a6c0ff5b0c5c026844ab0',156                         'points_avail':      1./16. },157                        {'variable_name': 'F',158                         'variable_idxs':     (1,3),159                         'str_func':          checkutil.float_to_str,160                         'answer_hash':       '044e197410340e5ff6f33350b73d1e89',161                         'points_avail':      1./16. },                                                                      162                        {'variable_name': 'F',163                         'variable_idxs':     (2,0),164                         'str_func':          checkutil.float_to_str,165                         'answer_hash':       'c23fe4bb535bac9d90c828dc3717e93b',166                         'points_avail':      1./16. },167                        {'variable_name': 'F',168                         'variable_idxs':     (2,1),169                         'str_func':          checkutil.float_to_str,170                         'answer_hash':       'ac45c1a4dc7225534e911394e1370aea',171                         'points_avail':      1./16. },172                        {'variable_name': 'F',173                         'variable_idxs':     (2,2),174                         'str_func':          checkutil.float_to_str,175                         'answer_hash':       '28d810834d62455e7520b5e6e2990437',176                         'points_avail':      1./16. },177                        {'variable_name': 'F',178                         'variable_idxs':     (2,3),179                         'str_func':          checkutil.float_to_str,180                         'answer_hash':       '216542c4e092b5267c050babc85adf9d',181                         'points_avail':      1./16. }, 182                        {'variable_name': 'F',183                         'variable_idxs':     (3,0),184                         'str_func':          checkutil.float_to_str,185                         'answer_hash':       '1b1241ecfc9d00dd5c3bcb35ea370abf',186                         'points_avail':      1./16. },187                        {'variable_name': 'F',188                         'variable_idxs':     (3,1),189                         'str_func':          checkutil.float_to_str,190                         'answer_hash':       '34a21d761f1b187400b73aabeb42c5bc',191                         'points_avail':      1./16. },192                        {'variable_name': 'F',193                         'variable_idxs':     (3,2),194                         'str_func':          checkutil.float_to_str,195                         'answer_hash':       'b17f75679965dfecbb9f4d4f6b898309',196                         'points_avail':      1./16. },197                        {'variable_name': 'F',198                         'variable_idxs':     (3,3),199                         'str_func':          checkutil.float_to_str,200                         'answer_hash':       '3b2a80974732efdab96fbb189d681695',201                         'points_avail':      1./16. },                        202                        {'variable_name': 'Matrices_P',203                         'variable_idxs':     (0,0),204                         'str_func':          checkutil.float_to_str,205                         'answer_hash':       '3a7a6580a2f5bb09161b4057bf8c2ec1',206                         'points_avail':      1./16. },207                        {'variable_name': 'Matrices_P',208                         'variable_idxs':     (0,1),209                         'str_func':          checkutil.float_to_str,210                         'answer_hash':       '1ee7efb648f980167d5b426e506c5e5b',211                         'points_avail':      1./16. },212                        {'variable_name': 'Matrices_P',213                         'variable_idxs':     (0,2),214                         'str_func':          checkutil.float_to_str,215                         'answer_hash':       'cf22d8b0a0d84c7e7b938207426c5e9c',216                         'points_avail':      1./16. },217                        {'variable_name': 'Matrices_P',218                         'variable_idxs':     (0,3),219                         'str_func':          checkutil.float_to_str,220                         'answer_hash':       '8760f75c6a0516216590c1c3ca83da84',221                         'points_avail':      1./16. },     222                        {'variable_name': 'Matrices_P',223                         'variable_idxs':     (1,0),224                         'str_func':          checkutil.float_to_str,225                         'answer_hash':       '36b51d06f92a9163470007baf5a10563',226                         'points_avail':      1./16. },227                        {'variable_name': 'Matrices_P',228                         'variable_idxs':     (1,1),229                         'str_func':          checkutil.float_to_str,230                         'answer_hash':       '0912da826812d262182bc33c2c90ec4b',231                         'points_avail':      1./16. },232                        {'variable_name': 'Matrices_P',233                         'variable_idxs':     (1,2),234                         'str_func':          checkutil.float_to_str,235                         'answer_hash':       '162ef2da202807abbc1556998d7f7704',236                         'points_avail':      1./16. },237                        {'variable_name': 'Matrices_P',238                         'variable_idxs':     (1,3),239                         'str_func':          checkutil.float_to_str,240                         'answer_hash':       'e1036d685ce8c4d8f456e61a27974666',241                         'points_avail':      1./16. },                                                                      242                        {'variable_name': 'Matrices_P',243                         'variable_idxs':     (2,0),244                         'str_func':          checkutil.float_to_str,245                         'answer_hash':       '706ac89b0d33b893f754e65d4acb52de',246                         'points_avail':      1./16. },247                        {'variable_name': 'Matrices_P',248                         'variable_idxs':     (2,1),249                         'str_func':          checkutil.float_to_str,250                         'answer_hash':       '92f97f3c6af5bacfef7c456cf38768ba',251                         'points_avail':      1./16. },252                        {'variable_name': 'Matrices_P',253                         'variable_idxs':     (2,2),254                         'str_func':          checkutil.float_to_str,255                         'answer_hash':       'aadd46e4fcc00613efc41fc1dd2c4076',256                         'points_avail':      1./16. },257                        {'variable_name': 'Matrices_P',258                         'variable_idxs':     (2,3),259                         'str_func':          checkutil.float_to_str,260                         'answer_hash':       '01130a22727aa7093fd51789eca6b022',261                         'points_avail':      1./16. }, 262                        {'variable_name': 'Matrices_P',263                         'variable_idxs':     (3,0),264                         'str_func':          checkutil.float_to_str,265                         'answer_hash':       '3787511c101639cfea71dc055636210c',266                         'points_avail':      1./16. },267                        {'variable_name': 'Matrices_P',268                         'variable_idxs':     (3,1),269                         'str_func':          checkutil.float_to_str,270                         'answer_hash':       'e915c6f9fbe1e210f6f5ab6972bac153',271                         'points_avail':      1./16. },272                        {'variable_name': 'Matrices_P',273                         'variable_idxs':     (3,2),274                         'str_func':          checkutil.float_to_str,275                         'answer_hash':       'c1545b16b9d69ee83b30124c6ffddcf1',276                         'points_avail':      1./16. },277                        {'variable_name': 'Matrices_P',278                         'variable_idxs':     (3,3),279                         'str_func':          checkutil.float_to_str,280                         'answer_hash':       '9ae3a299b00c00281f9a0e5a7c6159df',281                         'points_avail':      1./16. },282                        {'variable_name': 'Matrices_F',283                         'variable_idxs':     (0,0),284                         'str_func':          checkutil.float_to_str,285                         'answer_hash':       'b4936fdfbe2038c4e8bb14112b118cf7',286                         'points_avail':      1./16. },287                        {'variable_name': 'Matrices_F',288                         'variable_idxs':     (0,1),289                         'str_func':          checkutil.float_to_str,290                         'answer_hash':       'a92074802ec38f8634db12e85991766d',291                         'points_avail':      1./16. },292                        {'variable_name': 'Matrices_F',293                         'variable_idxs':     (0,2),294                         'str_func':          checkutil.float_to_str,295                         'answer_hash':       '36531034cdf99c39a82d4db374afd26b',296                         'points_avail':      1./16. },297                        {'variable_name': 'Matrices_F',298                         'variable_idxs':     (0,3),299                         'str_func':          checkutil.float_to_str,300                         'answer_hash':       'ec39ccfce4d82d444c281b0fd9b3629b',301                         'points_avail':      1./16. },     302                        {'variable_name': 'Matrices_F',303                         'variable_idxs':     (1,0),304                         'str_func':          checkutil.float_to_str,305                         'answer_hash':       '76fbdc8ddb0567fe6f2286bdb350aa5e',306                         'points_avail':      1./16. },307                        {'variable_name': 'Matrices_F',308                         'variable_idxs':     (1,1),309                         'str_func':          checkutil.float_to_str,310                         'answer_hash':       '3b2d29301c418594aee149a6a09f5378',311                         'points_avail':      1./16. },312                        {'variable_name': 'Matrices_F',313                         'variable_idxs':     (1,2),314                         'str_func':          checkutil.float_to_str,315                         'answer_hash':       '1f6f62ec939d2667aedd7c61d2fe1718',316                         'points_avail':      1./16. },317                        {'variable_name': 'Matrices_F',318                         'variable_idxs':     (1,3),319                         'str_func':          checkutil.float_to_str,320                         'answer_hash':       '21b3d0ab787d745a39852a5b7adb739f',321                         'points_avail':      1./16. },322                        {'variable_name': 'Matrices_F',323                         'variable_idxs':     (2,0),324                         'str_func':          checkutil.float_to_str,325                         'answer_hash':       '1782be29eef86f321ed17f412ed61688',326                         'points_avail':      1./16. },327                        {'variable_name': 'Matrices_F',328                         'variable_idxs':     (2,1),329                         'str_func':          checkutil.float_to_str,330                         'answer_hash':       '6bfb14bb97f217616c76cecd6603d14b',331                         'points_avail':      1./16. },332                        {'variable_name': 'Matrices_F',333                         'variable_idxs':     (2,2),334                         'str_func':          checkutil.float_to_str,335                         'answer_hash':       'e8be0bea4b8a5514c325006ccb8f1cb0',336                         'points_avail':      1./16. },337                        {'variable_name': 'Matrices_F',338                         'variable_idxs':     (2,3),339                         'str_func':          checkutil.float_to_str,340                         'answer_hash':       '08e6e70b73b0d5bff020d9c7dd0c3328',341                         'points_avail':      1./16. }, 342                        {'variable_name': 'Matrices_F',343                         'variable_idxs':     (3,0),344                         'str_func':          checkutil.float_to_str,345                         'answer_hash':       '9ba43f2445c77d6a051ac73eb6225525',346                         'points_avail':      1./16. },347                        {'variable_name': 'Matrices_F',348                         'variable_idxs':     (3,1),349                         'str_func':          checkutil.float_to_str,350                         'answer_hash':       '22abdaf6b9900e3fdcda70f62c93736b',351                         'points_avail':      1./16. },352                        {'variable_name': 'Matrices_F',353                         'variable_idxs':     (3,2),354                         'str_func':          checkutil.float_to_str,355                         'answer_hash':       '30e4cfd5cc4ad93d3a91936c44b98573',356                         'points_avail':      1./16. },357                        {'variable_name': 'Matrices_F',358                         'variable_idxs':     (3,3),359                         'str_func':          checkutil.float_to_str,360                         'answer_hash':       'fdce1125b7f3004466b23041a155c6c8',361                         'points_avail':      1./16. },362                       363                        {'variable_name': 'Matrices_H',364                         'variable_idxs':     (0,0),365                         'str_func':          checkutil.float_to_str,366                         'answer_hash':       '74ceb436e958faa430acada60dbb01c2',367                         'points_avail':      1./8. },368                        {'variable_name': 'Matrices_H',369                         'variable_idxs':     (0,1),370                         'str_func':          checkutil.float_to_str,371                         'answer_hash':       'bb16bfa13304dfe3f96e04f852e8153c',372                         'points_avail':      1./8. },373                        {'variable_name': 'Matrices_H',374                         'variable_idxs':     (0,2),375                         'str_func':          checkutil.float_to_str,376                         'answer_hash':       'd4319c9db61c76d4805357ad9da61ecb',377                         'points_avail':      1./8. },378                        {'variable_name': 'Matrices_H',379                         'variable_idxs':     (0,3),380                         'str_func':          checkutil.float_to_str,381                         'answer_hash':       '4f2a6f99265eb51334385ebaf1932a43',382                         'points_avail':      1./8. },     383                        {'variable_name': 'Matrices_H',384                         'variable_idxs':     (1,0),385                         'str_func':          checkutil.float_to_str,386                         'answer_hash':       '06390f337ee1307f64c1b73fc1dd8f8d',387                         'points_avail':      1./8. },388                        {'variable_name': 'Matrices_H',389                         'variable_idxs':     (1,1),390                         'str_func':          checkutil.float_to_str,391                         'answer_hash':       '5982f8640d6dbfffd76a5c207bfeb6d5',392                         'points_avail':      1./8. },393                        {'variable_name': 'Matrices_H',394                         'variable_idxs':     (1,2),395                         'str_func':          checkutil.float_to_str,396                         'answer_hash':       '4f8d99e4aa45d6691276bbf514180e1a',397                         'points_avail':      1./8. },398                        {'variable_name': 'Matrices_H',399                         'variable_idxs':     (1,3),400                         'str_func':          checkutil.float_to_str,401                         'answer_hash':       '9a6fbd59d0109625d271ae6292fd0927',402                         'points_avail':      1./8. },    403                        {'variable_name': 'Matrices_R',404                         'variable_idxs':     (0,0),405                         'str_func':          checkutil.float_to_str,406                         'answer_hash':       '03c032f83ce671a5513738c6a86a208d',407                         'points_avail':      1./4. },408                        {'variable_name': 'Matrices_R',409                         'variable_idxs':     (0,1),410                         'str_func':          checkutil.float_to_str,411                         'answer_hash':       '3fe81ce3e8309b755ecd176ac15a7c69',412                         'points_avail':      1./4. },413                        {'variable_name': 'Matrices_R',414                         'variable_idxs':     (1,0),415                         'str_func':          checkutil.float_to_str,416                         'answer_hash':       '4e4ebaaf63ea8286e63e23a5c0584376',417                         'points_avail':      1./4. },418                        {'variable_name': 'Matrices_R',419                         'variable_idxs':     (1,1),420                         'str_func':          checkutil.float_to_str,421                         'answer_hash':       '9087f92b7c60ead8c8a8d15cb55d5c42',422                         'points_avail':      1./4. },423                       424                        {'variable_name': 'Matrices_I',425                         'variable_idxs':     (0,0),426                         'str_func':          checkutil.float_to_str,427                         'answer_hash':       '4e535f04c16bd34dc24b96a683bdd12f',428                         'points_avail':      1./16. },429                        {'variable_name': 'Matrices_I',430                         'variable_idxs':     (0,1),431                         'str_func':          checkutil.float_to_str,432                         'answer_hash':       '5e705c24a37bcf684ee6654574e69817',433                         'points_avail':      1./16. },434                        {'variable_name': 'Matrices_I',435                         'variable_idxs':     (0,2),436                         'str_func':          checkutil.float_to_str,437                         'answer_hash':       '69123f79dd97d11ad967ab2fc040ba86',438                         'points_avail':      1./16. },439                        {'variable_name': 'Matrices_I',440                         'variable_idxs':     (0,3),441                         'str_func':          checkutil.float_to_str,442                         'answer_hash':       'cd402b6f495d92c79981b76c8f718f62',443                         'points_avail':      1./16. },     444                        {'variable_name': 'Matrices_I',445                         'variable_idxs':     (1,0),446                         'str_func':          checkutil.float_to_str,447                         'answer_hash':       'b2d08b094f666c9352522b410f262bd5',448                         'points_avail':      1./16. },449                        {'variable_name': 'Matrices_I',450                         'variable_idxs':     (1,1),451                         'str_func':          checkutil.float_to_str,452                         'answer_hash':       'e4d42e5035083348a00e5aa369f10fab',453                         'points_avail':      1./16. },454                        {'variable_name': 'Matrices_I',455                         'variable_idxs':     (1,2),456                         'str_func':          checkutil.float_to_str,457                         'answer_hash':       '2787eff86999f3f5ff895424a2fde7ae',458                         'points_avail':      1./16. },459                        {'variable_name': 'Matrices_I',460                         'variable_idxs':     (1,3),461                         'str_func':          checkutil.float_to_str,462                         'answer_hash':       '3756917536cfb49c289a16d9f3027b0a',463                         'points_avail':      1./16. },464                        {'variable_name': 'Matrices_I',465                         'variable_idxs':     (2,0),466                         'str_func':          checkutil.float_to_str,467                         'answer_hash':       'faf1c5b3c37f80173c0a9cf0bcdd8721',468                         'points_avail':      1./16. },469                        {'variable_name': 'Matrices_I',470                         'variable_idxs':     (2,1),471                         'str_func':          checkutil.float_to_str,472                         'answer_hash':       '71457838393aae391cfa4dc47b726548',473                         'points_avail':      1./16. },474                        {'variable_name': 'Matrices_I',475                         'variable_idxs':     (2,2),476                         'str_func':          checkutil.float_to_str,477                         'answer_hash':       'c6932c221e5267b703688bbe56647a11',478                         'points_avail':      1./16. },479                        {'variable_name': 'Matrices_I',480                         'variable_idxs':     (2,3),481                         'str_func':          checkutil.float_to_str,482                         'answer_hash':       '160c4465ab27eecddb36ac8ffe05f0f5',483                         'points_avail':      1./16. }, 484                        {'variable_name': 'Matrices_I',485                         'variable_idxs':     (3,0),486                         'str_func':          checkutil.float_to_str,487                         'answer_hash':       '7adfb0c92fc2deeeec7612a9dfcdeed2',488                         'points_avail':      1./16. },489                        {'variable_name': 'Matrices_I',490                         'variable_idxs':     (3,1),491                         'str_func':          checkutil.float_to_str,492                         'answer_hash':       'c5cd88be595e5796feee90a5b1b4cf62',493                         'points_avail':      1./16. },494                        {'variable_name': 'Matrices_I',495                         'variable_idxs':     (3,2),496                         'str_func':          checkutil.float_to_str,497                         'answer_hash':       '467eff2e5881cdedaddad426d6efeee8',498                         'points_avail':      1./16. },499                        {'variable_name': 'Matrices_I',500                         'variable_idxs':     (3,3),501                         'str_func':          checkutil.float_to_str,502                         'answer_hash':       'b752232e68c33928284abfd5f76a14fa',503                         'points_avail':      1./16. } )                504if __name__ == '__main__':...

testForPart2.py

Source:testForPart2.py

1import random2import  numpy3# k=random.randint(1,10) ##########################################################################           mispar kvoutsot4# scale=random.randint(-1,20)  ####################################################                scale5k=56scale =57def find_leader(dic, element): # dic={group1:[group1, group2],...8    for leaders in dic:9        if(element in dic[leaders][0]):10            return leaders11### player_dic={player_id:[playerid, group_id, score, level],...}12### groups_dic={group_id9=([group3,group4,group9],[player1, player2,...]), group_id=[]...}13def union(player_dic,dic, group1, group2):14    leaders1=find_leader(dic,group1)15    leaders2=find_leader(dic,group2)16    new_group=dic[leaders2][0]+dic[leaders1][0]17    player1=dic[leaders1][1]18    player2 = dic[leaders2][1]19    players=player1+player220    if(len(dic[leaders2][0])>len(dic[leaders1][0])):21        # for play in player_dic:22        #     if (player_dic[play[1]] == group1 or player_dic[play[1]] == group2 or player_dic[play[1]] == leaders1 or player_dic[play[1]] == leaders2):23        #         player_dic[play[1]]=leaders224        dic[leaders2][0]=new_group25        dic[leaders2][1] = players26        dic.pop(leaders1)27    elif (len(dic[leaders2][0]) < len(dic[leaders1][0])):28        dic[leaders1][0] = new_group29        dic[leaders1][1] = players30        dic.pop(leaders2)31    elif(leaders1>leaders2):32        dic[leaders1][0]=new_group33        dic[leaders1][1] = players34        dic.pop(leaders2)35    elif (leaders1 < leaders2):36        dic[leaders2][0] = new_group37        dic[leaders2][1] = players38        dic.pop(leaders1)39### player_dic={player_id:[playerid, group_id, score, level],...}40### groups_dic={group_id9=([group3,group4,group9],[player1, player2,...]), group_id=[]...}41def addPlayer(dic_group,dic_player,player_id, group_id,score):42    if(group_id>k or group_id<=0 or player_id<=0 or score>scale or score<=0):43        return "INVALID_INPUT"44    if(player_id in dic_player):45            return "FAILURE"46    leader=find_leader(dic_group,group_id)47    dic_player[player_id] = [player_id,leader,score,0]48    (dic_group[leader])[1].append(player_id)49    return "SUCCESS"50def remove_player(dic_group,dic_player,player_id):51    if(player_id<=0):52        return "INVALID_INPUT"53    if(player_id not in dic_player):54        return "FAILURE"55    group=dic_player[player_id][1]56    group=find_leader(dic_group,group)57    dic_player.pop(player_id)58    ((dic_group[group])[1]).remove(player_id)59    return "SUCCESS"60def increase_level(dic_player, player_id,level_increase):61    if(player_id<=0 or level_increase <=0):62        return "INVALID_INPUT"63    if (player_id not in dic_player):64        return "FAILURE"65    (dic_player[player_id])[3]=(dic_player[player_id])[3]+level_increase66    return "SUCCESS"67def changePlayerIDScore(dic_player, player_id,NewScore):68    if(player_id<=0 or NewScore> scale or NewScore<=0):69        return "INVALID_INPUT"70    if(player_id not in dic_player):71        return "FAILURE"72    (dic_player[player_id])[2] = NewScore73    return "SUCCESS"74### player_dic={player_id:[playerid, group_id, score, level],...}75### groups_dic={group_id9=([group3,group4,group9],[player1, player2,...]), group_id=[]...}76def init(dic_groups):77    for i in range(1,k+1):78        dic_groups[i]=[[i]]79        dic_groups[i].append([])80### player_dic={player_id:[playerid, group_id, score, level],...}81### groups_dic={group_id9=([group3,group4,group9],[player1, player2,...]), group_id=[]...}82def merge(dic_group, dic_player,groupID1,groupID2):83    if(groupID1<=0 or groupID2<=0 or groupID1>k or groupID2>k):84        return "INVALID_INPUT"85    union(dic_player,dic_group,groupID1,groupID2)86    return "SUCCESS"87def averageHighestPlayerLevelByGroup(dic_group,dic_player, group_id, m, a):88    if group_id > k or group_id < k or m <= 0:89        return "INVALID_INPUT"90    if group_id == 0 and m > len(dic_player):91        return "FAILURE"92    group_leader = find_leader(dic_group,group_id)93    if len(dic_group[group_leader][1]) < m:94        return "FAILURE"95    if group_id == 0:96        lvls = []97        for x in dic_player:98            lvls.append(x[3])99        sorted_lvls = sorted(lvls)100        summ = 0101        for lvl in sorted_lvls[-m:]:102            summ += lvl103        a = [summ / m]104        return "SUCCESS"105    else:106        players = dic_group[group_leader][1]107        lvls = []108        for x in players:109            lvls.append(dic_player[x][3])110        sorted_lvls = sorted(lvls)111        summ = 0112        for lvl in sorted_lvls[-m:]:113                summ += lvl114        a = [summ / m]115        return "SUCCESS"116def getPercentOfPlayersWithScoreInBounds(dic_players,dic_groups,groupID,score, lowerLevel,higherLevel,a):117    if groupID > k or groupID<0:118        return -1119    group_leader = find_leader(dic_groups, groupID)120    if(groupID>0):121        group_leader = find_leader(dic_groups, groupID)122        players=dic_groups[group_leader][1]123        arr=[]124        for play in players:125            if(dic_players[play][2]==score):126                arr.append(dic_players[play][3])127        arr.sort()128        for element in arr:129            if(element<lowerLevel or element>higherLevel):130                arr.remove(element)131    if(groupID==0):132        for players in dic_players:133            if(dic_players[players][2]==score):134                arr.append(dic_players[players][3])135        arr.sort()136        for element in arr:137            if (element < lowerLevel or element > higherLevel):138                arr.remove(element)139    if(len(arr)==0):140        return -2141    counter=0142    for element in arr:143        if(element==score):144            counter+=1145    a=(counter/len(arr))*100146    return a147########################################################################################################################148def main():149    outfile=open("test.txt","w")150    str_main= """151    #include "DS.h"152    #include <cassert>153    int main()154    {\n155    """156    outfile.write(str_main)157    string_init="PlayerManager player("+str(k)+","+str(scale)+");\n"158    outfile.write(string_init)159    dic_grp={}160    dic_player={}161    player_in_game=[]162    init(dic_grp)163    number_of_functions=800##random.randint(1,800)##############################################the num of functions calls164    for i in range(number_of_functions):165        func= numpy.random.choice(numpy.arange(1, 6), p=[0.4, 0.1, 0.25, 0.05, 0.2])166        num_of_player=random.randint(1,700)##############################################the num of players167        if(func==1):168            player=random.randint(1,num_of_player)  ###can change here this is the parameters of add players169            group=random.randint(1,k+1) ###can change here this is the parameters of add players170            score=random.randint(-1,scale+1) ###can change here this is the parameters of add players171            res=addPlayer(dic_grp, dic_player, player, group, score)172            if(res=="SUCCESS"):173                player_in_game.append(player)174            str_func="assert(player.addPlayer("+str(player)+","+ str(group)+ ","+str(score)+")=="+res+");\n" ##TODO:write the DS175        if (func == 2):176            if(len(dic_player)==0):177                player=random.randint(1,num_of_player)178            else:179                player = random.choice(player_in_game)###can change here this is the parameters of add players180                player_in_game.remove(player)181            str_func = "assert(player.removePlayer(" + str(player) + ")==" + remove_player(dic_grp,dic_player,player) + ");\n"  ##TODO:write the DS182        if (func == 3):183            if(len(player_in_game)==0):184                player=random.randint(1,num_of_player)185            else:186                player = random.choice(player_in_game)187            lvl_increase=1188            str_func = "assert(player.increasePlayerIDLevel(" + str(player) +","+ str(lvl_increase) + ")==" + increase_level(dic_player,player,lvl_increase) + ");\n"  ##TODO:write the DS189        if(func == 4):190            if(len(player_in_game)==0):191                player=random.randint(1,num_of_player)192            else:193                player = random.choice(player_in_game)  ###can change here this is the parameters of add players194            score= random.randint(1,scale+1)###can change here this is the parameters of add players195            str_func = "assert(changePlayerIDScore("+str(player)+","+str(score)+")==" + changePlayerIDScore(dic_player,player,score) + ");\n"196        if(func==5):197            group = random.randint(1, k)  ###can change here this is the parameters of add players198            score_in_grp=[]199            for element in (dic_grp[find_leader(dic_grp,group)])[1]:200                    if((dic_player[element])[2] not in score_in_grp):201                        score_in_grp.append(dic_player[element][2])202            score = random.randint(1, scale + 1)  ###can change here this is the parameters of add players203            low =0204            high=9205            a=0206            a=getPercentOfPlayersWithScoreInBounds(dic_player,dic_grp,group,score,low,high,a)207            str_func="double res=0;\n"208            if(a==-1):209                res="INVALID_INPUT"210            if(a==-2):211                res="FAILURE"212            else:213                res="SUCCESS"214            str_func = str_func + "assert(player.getPercentOfPlayersWithScoreInBounds("+str(group)+","+str(score)+","+str(low)+","+str(high)+",&res)=="+res+");\n"  ##TODO:write the DS215            str_func=str_func+"assert(res=="+str(a)+");\n"216        if(func==6):217            group = random.randint(1, k + 20)  ###can change here this is the parameters of add players218            m=random.randint(1, num_of_player + 20)219            lstres = []220            str_func = "double res=-1;\n"221            string_res = averageHighestPlayerLevelByGroup(dic_grp,dic_player,group,m,lstres)222            str_func = str_func + "assert(AverageHighestPlayerLevelByGroup(,"+"data structure"+str(group)+","+str(m)+",&res)=="+string_res+ ");\n"  ##TODO:write the DS223            if(string_res !="SUCCESS"):224                str_func=str_func+ "assert(res==-1);\n"225            else:226                str_func = str_func + "assert(res==" + str(lstres[0]) + ");\n"227        if(func==7):228            group1 = random.randint(1, k + 20)  ###can change here this is the parameters of add players229            group2 = random.randint(1, k + 20)  ###can change here this is the parameters of add players230            str_func = "assert(mergeGroups(" + "data structure" + "," + str(group1) + ","+ str(group2)  + ")==" + merge(dic_grp,dic_player,group1,group2) + ");\n"  ##TODO:write the DS231        outfile.write(str_func)232    str_end="player.Quit();\n}"233    outfile.write(str_end)234    outfile.close()...

generate_analyzer_class.py

Source:generate_analyzer_class.py

1#!/usr/bin/env python323"""4@brief generate_analyzer_class.py5"""67import os8import json910class CParameter():11    def __init__(self):12        self.__str_name = ""         # Ex: 'consumable_uuid'13        self.__str_desciption = ""   # Ex: 'The UUID of the consumable'14        self.__str_openapi_type = "" # Ex: 'string'15        self.__str_dbus_type = ""    # Ex: 's'161718class CFunction():19    def __init__(self):20        self.__path = ""             # Ex: /measurement/consumable/{consumable_uuid}21        self.__str_name = ""         # Ex: def measurement_consumable_post(self, consumable_uuid : 's') -> 's':22        self.__list_requestBody = "" # Ex: /components/requestBodies/body_script_json23        self.__list_parameters = ""  # Ex: 24        self.__responses = ""2526    def build_function(str_path : str) -> str:27        # Ex:28        # def measurement_consumable_post(self, consumable_uuid : 's') -> 's':2930        str_function =  "\t{func_decorator}\n"31        str_function +=  "\tdef {func_name}(self{path_parameters}) -> {func_return_type}:\n"32        str_function += "\t\t\"\"\"{path_desciption}\n"33        str_function += "{param_decription}\n"34        str_function += "\t\t\"\"\"\n"35        str_function += "\t\treturn {default_return}\n\n"36373839class COpenAPI_JSON():40    def __init__(self):41        self.__dict_spec = {}       # dictionary of the entire specification42        self.__dict_functions = {}  # dictionary of type CFunction4344    def load_file(self, str_openapi_json_file_name : str) -> bool:45        f = open(str_openapi_json_file_name, "r")46        self.__dict_spec = json.loads(f.read())47        f.close()48495051        return True5253    def generate_class(self, str_path_class) -> bool:54        f = open(str_path_class, "w")55        f.write("#!/usr/bin/env python3\n")56        f.write("\"\"\"\n")57        f.write("@breif CAnalyzerBase.py\n")58        f.write("\n")59        f.write("Purpose: DBus service interface for the analyzer app.\n")60        f.write("\n")61        f.write("Notes:\n")62        f.write("The parameters and return types must be type cast. For example: use 's' for str type.\n")63        f.write("See https://python-dbus-next.readthedocs.io/en/latest/type-system\n")64        f.write("\n")6566        f.write("\"\"\"\n")67        f.write("\n")68        f.write("from dbus_next.service import (ServiceInterface, method)\n")69        f.write("\n")70        f.write("# ServiceInterface exports Methods: @method(), Properties: @property, Signals:@signal()\n")71        f.write("class CAnalyzerBase(ServiceInterface):\n")72        f.write("\tdef __init__(self, str_analyzer_name):\n")73        f.write("\t\tsuper().__init__(str_analyzer_name)\n")74        f.write("\n")7576        paths = self.__dict_spec['paths']7778        for path in paths:79            str_func = spec.make_function_get(path)80            if (0 < len(str_func)):81                #print(str_func)82                f.write(str_func)83            84            str_func = spec.make_function_put(path)85            if (0 < len(str_func)):86                #print(str_func)87                f.write(str_func)8889            str_func = spec.make_function_post(path)90            if (0 < len(str_func)):91                #print(str_func)92                f.write(str_func)9394        f.close()9596if __name__ == '__main__':97    dir_path = os.path.dirname(os.path.realpath(__file__))98    str_openapi_json_file_name = dir_path + '/openAPISpec.json'99    str_path_class = dir_path + '/../CAnalyzerBase.py'100101    JFile = COpenAPI_JSON()102    b_rtn = JFile.load_file(str_openapi_json_file_name)103    if (not b_rtn):104        print("ERROR: failed to load file")105        exit(1)106107    b_rtn = JFile.generate_class(str_path_class)108    if (not b_rtn):109        print("ERROR: failed to generate class")110        exit(1)111    112
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