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How to use read_log method in robotframework-pageobjects
Best Python code snippet using robotframework-pageobjects_python
feature_test.py
Source:feature_test.py 
...6import unittest7from vmaf.config import VmafConfig8from vmaf import ExternalProgram9REMOVE_LOG = 1 # for debug, make this 010def read_log(log_filename, type):11 scores = []12 idx = 013 with open(log_filename, 'rt') as log_file:14 for line in log_file.readlines():15 mo = re.match("{type}: ([0-9]+) ([0-9.-]+)".format(type=type), line)16 if mo:17 cur_idx = int(mo.group(1))18 assert cur_idx == idx19 scores.append(float(mo.group(2)))20 idx += 121 score = sum(scores) / float(len(scores))22 return score, scores23class FeatureTest(unittest.TestCase):24 LOG_FILENAME = VmafConfig.workdir_path("logFeatureTest")25 REF_YUV = VmafConfig.test_resource_path("yuv", "src01_hrc00_576x324.yuv")26 DIS_YUV = VmafConfig.test_resource_path("yuv", "src01_hrc01_576x324.yuv")27 YUV_FMT = "yuv420p"28 YUV_WIDTH = 57629 YUV_HEIGHT = 32430 def setUp(self):31 if os.path.exists(self.LOG_FILENAME):32 os.remove(self.LOG_FILENAME)33 def tearDown(self):34 if os.path.exists(self.LOG_FILENAME):35 os.remove(self.LOG_FILENAME)36 if(REMOVE_LOG):37 (logPath, logFilePrefix) = os.path.split(self.LOG_FILENAME)38 filenames = [filename for filename in os.listdir(logPath) if filename.startswith(logFilePrefix)]39 for filename in filenames:40 os.remove(os.path.join(logPath, filename))41 def test_adm(self):42 ADM_LOG = self.LOG_FILENAME + '_adm'43 print 'test adm...'44 cmd = "{vmaf} adm {fmt} {ref} {dis} {w} {h} > {log}".format(45 vmaf=ExternalProgram.vmaf, fmt=self.YUV_FMT, ref=self.REF_YUV, dis=self.DIS_YUV,46 w=self.YUV_WIDTH, h=self.YUV_HEIGHT, log=ADM_LOG47 )48 run_process(cmd, shell=True)49 score, scores = read_log(ADM_LOG, "adm")50 self.assertAlmostEquals(score, 0.9345877708333336, places=4)51 score, scores = read_log(ADM_LOG, "adm_num")52 self.assertAlmostEquals(score, 371.8354140624999, places=4)53 score, scores = read_log(ADM_LOG, "adm_den")54 self.assertAlmostEquals(score, 397.8337897291667, places=4)55 score, scores = read_log(ADM_LOG, "adm_num_scale0")56 self.assertAlmostEquals(score, 45.5277493125, places=4)57 score, scores = read_log(ADM_LOG, "adm_den_scale0")58 self.assertAlmostEquals(score, 50.143851375000004, places=4)59 score, scores = read_log(ADM_LOG, "adm_num_scale1")60 self.assertAlmostEquals(score, 66.58064533333334, places=4)61 score, scores = read_log(ADM_LOG, "adm_den_scale1")62 self.assertAlmostEquals(score, 74.47438285416666, places=4)63 score, scores = read_log(ADM_LOG, "adm_num_scale2")64 self.assertAlmostEquals(score, 105.56477879166668, places=4)65 score, scores = read_log(ADM_LOG, "adm_den_scale2")66 self.assertAlmostEquals(score, 113.49725852083333, places=4)67 score, scores = read_log(ADM_LOG, "adm_num_scale3")68 self.assertAlmostEquals(score, 154.16224066666666, places=4)69 score, scores = read_log(ADM_LOG, "adm_den_scale3")70 self.assertAlmostEquals(score, 159.71829710416668, places=4)71 def test_ansnr(self):72 ANSNR_LOG = self.LOG_FILENAME + '_ansnr'73 print 'test ansnr...'74 cmd = "{vmaf} ansnr {fmt} {ref} {dis} {w} {h} > {log}".format(75 vmaf=ExternalProgram.vmaf, fmt=self.YUV_FMT, ref=self.REF_YUV, dis=self.DIS_YUV,76 w=self.YUV_WIDTH, h=self.YUV_HEIGHT, log=ANSNR_LOG77 )78 run_process(cmd, shell=True)79 score, scores = read_log(ANSNR_LOG, "ansnr")80 self.assertAlmostEquals(score, 23.5095715208, places=4)81 score, scores = read_log(ANSNR_LOG, "anpsnr")82 self.assertAlmostEquals(score, 34.164776875, places=4)83 def test_motion(self):84 MOTION_LOG = self.LOG_FILENAME + '_motion'85 print 'test motion...'86 cmd = "{vmaf} motion {fmt} {ref} {dis} {w} {h} > {log}".format(87 vmaf=ExternalProgram.vmaf, fmt=self.YUV_FMT, ref=self.REF_YUV, dis=self.DIS_YUV,88 w=self.YUV_WIDTH, h=self.YUV_HEIGHT, log=MOTION_LOG89 )90 run_process(cmd, shell=True)91 score, scores = read_log(MOTION_LOG, "motion")92 self.assertAlmostEquals(score, 4.04982535417, places=4)93 def test_vif(self):94 VIF_LOG = self.LOG_FILENAME + '_vif'95 print 'test vif...'96 cmd = "{vmaf} vif {fmt} {ref} {dis} {w} {h} > {log}".format(97 vmaf=ExternalProgram.vmaf, fmt=self.YUV_FMT, ref=self.REF_YUV, dis=self.DIS_YUV,98 w=self.YUV_WIDTH, h=self.YUV_HEIGHT, log=VIF_LOG99 )100 run_process(cmd, shell=True)101 score, scores = read_log(VIF_LOG, "vif")102 self.assertAlmostEquals(score, 0.4460930625000001, places=4)103 self.assertAlmostEquals(scores[0], 0.580304, places=4)104 self.assertAlmostEquals(scores[1], 0.492477, places=4)105 score, scores = read_log(VIF_LOG, "vif_num")106 self.assertAlmostEquals(score, 712650.023478, places=0)107 score, scores = read_log(VIF_LOG, "vif_den")108 self.assertAlmostEquals(score, 1597314.95249, places=0)109 score, scores = read_log(VIF_LOG, "vif_num_scale0")110 self.assertAlmostEquals(score, 468101.509766, places=0)111 score, scores = read_log(VIF_LOG, "vif_num_scale1")112 self.assertAlmostEquals(score, 184971.572266, places=1)113 score, scores = read_log(VIF_LOG, "vif_num_scale2")114 self.assertAlmostEquals(score, 47588.8323567, places=0)115 score, scores = read_log(VIF_LOG, "vif_num_scale3")116 self.assertAlmostEquals(score, 11988.1090902, places=1)117 score, scores = read_log(VIF_LOG, "vif_den_scale0")118 self.assertAlmostEquals(score, 1287822.80208, places=0)119 score, scores = read_log(VIF_LOG, "vif_den_scale1")120 self.assertAlmostEquals(score, 241255.067708, places=1)121 score, scores = read_log(VIF_LOG, "vif_den_scale2")122 self.assertAlmostEquals(score, 55149.8169759, places=2)123 score, scores = read_log(VIF_LOG, "vif_den_scale3")124 self.assertAlmostEquals(score, 13087.2657267, places=2)125 def test_all(self):126 ALL_LOG = self.LOG_FILENAME + "_all"127 print 'test all...'128 cmd = "{vmaf} all {fmt} {ref} {dis} {w} {h} > {log}".format(129 vmaf=ExternalProgram.vmaf, fmt=self.YUV_FMT, ref=self.REF_YUV, dis=self.DIS_YUV,130 w=self.YUV_WIDTH, h=self.YUV_HEIGHT, log=ALL_LOG131 )132 run_process(cmd, shell=True)133 score, scores = read_log(ALL_LOG, "vif")134 self.assertAlmostEquals(score, 0.4460930625, places=4)135 score, scores = read_log(ALL_LOG, "motion")136 self.assertAlmostEquals(score, 4.04982535417, places=4)137 score, scores = read_log(ALL_LOG, "ansnr")138 self.assertAlmostEquals(score, 23.509571520833337, places=4)139 score, scores = read_log(ALL_LOG, "adm")140 self.assertAlmostEquals(score, 0.9345877708333336, places=4)141 score, scores = read_log(ALL_LOG, "adm_num")142 self.assertAlmostEquals(score, 371.8354140624999, places=4)143 score, scores = read_log(ALL_LOG, "adm_den")144 self.assertAlmostEquals(score, 397.8337897291667, places=4)145 score, scores = read_log(ALL_LOG, "vif_num")146 self.assertAlmostEquals(score, 712650.023478, places=0)147 score, scores = read_log(ALL_LOG, "vif_den")148 self.assertAlmostEquals(score, 1597314.95249, places=0)149 score, scores = read_log(ALL_LOG, "anpsnr")150 self.assertAlmostEquals(score, 34.164776874999994, places=4)151 score, scores = read_log(ALL_LOG, "vif_num_scale0")152 self.assertAlmostEquals(score, 468101.509766, places=0)153 score, scores = read_log(ALL_LOG, "vif_num_scale1")154 self.assertAlmostEquals(score, 184971.572266, places=1)155 score, scores = read_log(ALL_LOG, "vif_num_scale2")156 self.assertAlmostEquals(score, 47588.8323567, places=0)157 score, scores = read_log(ALL_LOG, "vif_num_scale3")158 self.assertAlmostEquals(score, 11988.1090902, places=1)159 score, scores = read_log(ALL_LOG, "vif_den_scale0")160 self.assertAlmostEquals(score, 1287822.80208, places=0)161 score, scores = read_log(ALL_LOG, "vif_den_scale1")162 self.assertAlmostEquals(score, 241255.067708, places=1)163 score, scores = read_log(ALL_LOG, "vif_den_scale2")164 self.assertAlmostEquals(score, 55149.8169759, places=2)165 score, scores = read_log(ALL_LOG, "vif_den_scale3")166 self.assertAlmostEquals(score, 13087.2657267, places=2)167 score, scores = read_log(ALL_LOG, "adm_den_scale0")168 self.assertAlmostEquals(score, 50.143851375000004, places=4)169 score, scores = read_log(ALL_LOG, "adm_num_scale1")170 self.assertAlmostEquals(score, 66.58064533333334, places=4)171 score, scores = read_log(ALL_LOG, "adm_den_scale1")172 self.assertAlmostEquals(score, 74.47438285416666, places=4)173 score, scores = read_log(ALL_LOG, "adm_num_scale2")174 self.assertAlmostEquals(score, 105.56477879166668, places=4)175 score, scores = read_log(ALL_LOG, "adm_den_scale2")176 self.assertAlmostEquals(score, 113.49725852083333, places=4)177 score, scores = read_log(ALL_LOG, "adm_num_scale3")178 self.assertAlmostEquals(score, 154.16224066666666, places=4)179 score, scores = read_log(ALL_LOG, "adm_den_scale3")180 self.assertAlmostEquals(score, 159.71829710416668, places=4)181 def test_psnr(self):182 PSNR_LOG = self.LOG_FILENAME + '_psnr'183 print 'test psnr...'184 cmd = "{psnr} {fmt} {ref} {dis} {w} {h} > {log}".format(185 psnr=ExternalProgram.psnr, fmt=self.YUV_FMT, ref=self.REF_YUV, dis=self.DIS_YUV,186 w=self.YUV_WIDTH, h=self.YUV_HEIGHT, log=PSNR_LOG187 )188 run_process(cmd, shell=True)189 score, scores = read_log(PSNR_LOG, "psnr")190 self.assertAlmostEquals(score, 30.7550639792, places=4)191 self.assertAlmostEquals(scores[0], 34.760779, places=4)192 self.assertAlmostEquals(scores[1], 31.88322, places=4)193 def test_2nd_moment(self):194 MOMENT_LOG = self.LOG_FILENAME + '_moment'195 print 'test 2nd moment...'196 cmd = "{moment} 2 {fmt} {dis} {w} {h} > {log}".format(197 moment=ExternalProgram.moment, fmt=self.YUV_FMT, dis=self.DIS_YUV,198 w=self.YUV_WIDTH, h=self.YUV_HEIGHT, log=MOMENT_LOG199 )200 run_process(cmd, shell=True)201 score, scores = read_log(MOMENT_LOG, "1stmoment")202 self.assertAlmostEquals(score, 61.332006624999984, places=4)203 score, scores = read_log(MOMENT_LOG, "2ndmoment")204 self.assertAlmostEquals(score, 4798.659574041666, places=4)205 def test_ssim(self):206 SSIM_LOG = self.LOG_FILENAME + '_ssim'207 print 'test ssim...'208 cmd = "{ssim} {fmt} {ref} {dis} {w} {h} > {log}".format(209 ssim=ExternalProgram.ssim, fmt=self.YUV_FMT, ref=self.REF_YUV, dis=self.DIS_YUV,210 w=self.YUV_WIDTH, h=self.YUV_HEIGHT, log=SSIM_LOG211 )212 run_process(cmd, shell=True)213 score, scores = read_log(SSIM_LOG, "ssim")214 self.assertAlmostEquals(score, 0.863226541666667, places=4)215 self.assertAlmostEquals(scores[0], 0.925023, places=4)216 self.assertAlmostEquals(scores[1], 0.891992, places=4)217 score, scores = read_log(SSIM_LOG, "ssim_l")218 self.assertAlmostEquals(score, 0.998147458333333, places=4)219 self.assertAlmostEquals(scores[0], 0.999524, places=4)220 self.assertAlmostEquals(scores[1], 0.998983, places=4)221 score, scores = read_log(SSIM_LOG, "ssim_c")222 self.assertAlmostEquals(score, 0.9612679375000001, places=4)223 self.assertAlmostEquals(scores[0], 0.979614, places=4)224 self.assertAlmostEquals(scores[1], 0.96981, places=4)225 score, scores = read_log(SSIM_LOG, "ssim_s")226 self.assertAlmostEquals(score, 0.8977363333333335, places=4)227 self.assertAlmostEquals(scores[0], 0.943966, places=4)228 self.assertAlmostEquals(scores[1], 0.919507, places=4)229 def test_ms_ssim(self):230 MS_SSIM_LOG = self.LOG_FILENAME + '_msssim'231 print 'test ms_ssim...'232 cmd = "{ms_ssim} {fmt} {ref} {dis} {w} {h} > {log}".format(233 ms_ssim=ExternalProgram.ms_ssim, fmt=self.YUV_FMT, ref=self.REF_YUV, dis=self.DIS_YUV,234 w=self.YUV_WIDTH, h=self.YUV_HEIGHT, log=MS_SSIM_LOG235 )236 run_process(cmd, shell=True)237 score, scores = read_log(MS_SSIM_LOG, "ms_ssim")238 self.assertAlmostEquals(score, 0.9632498125, places=4)239 self.assertAlmostEquals(scores[0], 0.981968, places=4)240 self.assertAlmostEquals(scores[1], 0.973366, places=4)241 score, scores = read_log(MS_SSIM_LOG, "ms_ssim_l_scale0")242 self.assertAlmostEquals(score, 0.998147458333333, places=4)243 score, scores = read_log(MS_SSIM_LOG, "ms_ssim_c_scale0")244 self.assertAlmostEquals(score, 0.9612679375000001, places=4)245 score, scores = read_log(MS_SSIM_LOG, "ms_ssim_s_scale0")246 self.assertAlmostEquals(score, 0.8977363333333335, places=4)247 score, scores = read_log(MS_SSIM_LOG, "ms_ssim_l_scale1")248 self.assertAlmostEquals(score, 0.9989961250000002, places=4)249 score, scores = read_log(MS_SSIM_LOG, "ms_ssim_c_scale1")250 self.assertAlmostEquals(score, 0.9857694375, places=4)251 score, scores = read_log(MS_SSIM_LOG, "ms_ssim_s_scale1")252 self.assertAlmostEquals(score, 0.941185875, places=4)253 score, scores = read_log(MS_SSIM_LOG, "ms_ssim_l_scale2")254 self.assertAlmostEquals(score, 0.9992356458333332, places=4)255 score, scores = read_log(MS_SSIM_LOG, "ms_ssim_c_scale2")256 self.assertAlmostEquals(score, 0.997034020833, places=4)257 score, scores = read_log(MS_SSIM_LOG, "ms_ssim_s_scale2")258 self.assertAlmostEquals(score, 0.977992145833, places=4)259 score, scores = read_log(MS_SSIM_LOG, "ms_ssim_l_scale3")260 self.assertAlmostEquals(score, 0.9992921041666665, places=4)261 score, scores = read_log(MS_SSIM_LOG, "ms_ssim_c_scale3")262 self.assertAlmostEquals(score, 0.999588104167, places=4)263 score, scores = read_log(MS_SSIM_LOG, "ms_ssim_s_scale3")264 self.assertAlmostEquals(score, 0.99387125, places=4)265 score, scores = read_log(MS_SSIM_LOG, "ms_ssim_l_scale4")266 self.assertAlmostEquals(score, 0.9994035625000003, places=4)267 score, scores = read_log(MS_SSIM_LOG, "ms_ssim_c_scale4")268 self.assertAlmostEquals(score, 0.999907625, places=4)269 score, scores = read_log(MS_SSIM_LOG, "ms_ssim_s_scale4")270 self.assertAlmostEquals(score, 0.998222583333, places=4)271class FeatureTestYuv422p10le(unittest.TestCase):272 LOG_FILENAME = VmafConfig.workdir_path("logFeatureTestYuv422p10le")273 REF_YUV = VmafConfig.test_resource_path("yuv", "src01_hrc00_576x324.yuv422p10le.yuv")274 DIS_YUV = VmafConfig.test_resource_path("yuv", "src01_hrc01_576x324.yuv422p10le.yuv")275 YUV_FMT = "yuv422p10le"276 YUV_WIDTH = 576277 YUV_HEIGHT = 324278 def setUp(self):279 if os.path.exists(self.LOG_FILENAME):280 os.remove(self.LOG_FILENAME)281 def tearDown(self):282 if os.path.exists(self.LOG_FILENAME):283 os.remove(self.LOG_FILENAME)284 if (REMOVE_LOG):285 (logPath, logFilePrefix) = os.path.split(self.LOG_FILENAME)286 filenames = [filename for filename in os.listdir(logPath) if filename.startswith(logFilePrefix)]287 for filename in filenames:288 os.remove(os.path.join(logPath, filename))289 def test_adm(self):290 ADM_LOG = self.LOG_FILENAME + '_adm'291 print 'test adm on yuv422p10le...'292 cmd = "{vmaf} adm {fmt} {ref} {dis} {w} {h} > {log}".format(293 vmaf=ExternalProgram.vmaf, fmt=self.YUV_FMT, ref=self.REF_YUV, dis=self.DIS_YUV,294 w=self.YUV_WIDTH, h=self.YUV_HEIGHT, log=ADM_LOG295 )296 run_process(cmd, shell=True)297 score, scores = read_log(ADM_LOG, "adm")298 self.assertAlmostEquals(score, 0.9345877708333336, places=4)299 score, scores = read_log(ADM_LOG, "adm_num")300 self.assertAlmostEquals(score, 371.8354140624999, places=4)301 score, scores = read_log(ADM_LOG, "adm_den")302 self.assertAlmostEquals(score, 397.8337897291667, places=4)303 score, scores = read_log(ADM_LOG, "adm_den_scale0")304 self.assertAlmostEquals(score, 50.143851375000004, places=4)305 score, scores = read_log(ADM_LOG, "adm_num_scale1")306 self.assertAlmostEquals(score, 66.58064533333334, places=4)307 score, scores = read_log(ADM_LOG, "adm_den_scale1")308 self.assertAlmostEquals(score, 74.47438285416666, places=4)309 score, scores = read_log(ADM_LOG, "adm_num_scale2")310 self.assertAlmostEquals(score, 105.56477879166668, places=4)311 score, scores = read_log(ADM_LOG, "adm_den_scale2")312 self.assertAlmostEquals(score, 113.49725852083333, places=4)313 score, scores = read_log(ADM_LOG, "adm_num_scale3")314 self.assertAlmostEquals(score, 154.16224066666666, places=4)315 score, scores = read_log(ADM_LOG, "adm_den_scale3")316 self.assertAlmostEquals(score, 159.71829710416668, places=4)317 def test_ansnr(self):318 ANSNR_LOG = self. LOG_FILENAME + '_ansnr'319 print 'test ansnr on yuv422p10le...'320 cmd = "{vmaf} ansnr {fmt} {ref} {dis} {w} {h} > {log}".format(321 vmaf=ExternalProgram.vmaf, fmt=self.YUV_FMT, ref=self.REF_YUV, dis=self.DIS_YUV,322 w=self.YUV_WIDTH, h=self.YUV_HEIGHT, log=ANSNR_LOG323 )324 run_process(cmd, shell=True)325 score, scores = read_log(ANSNR_LOG, "ansnr")326 self.assertAlmostEquals(score, 23.5095715208, places=4)327 score, scores = read_log(ANSNR_LOG, "anpsnr")328 self.assertAlmostEquals(score, 34.1902860625, places=4)329 def test_motion(self):330 MOTION_LOG = self.LOG_FILENAME + '_motion'331 print 'test motion on yuv422p10le...'332 cmd = "{vmaf} motion {fmt} {ref} {dis} {w} {h} > {log}".format(333 vmaf=ExternalProgram.vmaf, fmt=self.YUV_FMT, ref=self.REF_YUV, dis=self.DIS_YUV,334 w=self.YUV_WIDTH, h=self.YUV_HEIGHT, log=MOTION_LOG335 )336 run_process(cmd, shell=True)337 score, scores = read_log(MOTION_LOG, "motion")338 self.assertAlmostEquals(score, 4.04982535417, places=4)339 def test_vif(self):340 VIF_LOG = self.LOG_FILENAME + '_vif'341 print 'test vif on yuv422p10le...'342 cmd = "{vmaf} vif {fmt} {ref} {dis} {w} {h} > {log}".format(343 vmaf=ExternalProgram.vmaf, fmt=self.YUV_FMT, ref=self.REF_YUV, dis=self.DIS_YUV,344 w=self.YUV_WIDTH, h=self.YUV_HEIGHT, log=VIF_LOG345 )346 run_process(cmd, shell=True)347 score, scores = read_log(VIF_LOG, "vif")348 self.assertAlmostEquals(score, 0.4460930625, places=4)349 self.assertAlmostEquals(scores[0], 0.580304, places=4)350 self.assertAlmostEquals(scores[1], 0.492477, places=4)351 score, scores = read_log(VIF_LOG, "vif_num")352 self.assertAlmostEquals(score, 712650.023478, places=0)353 score, scores = read_log(VIF_LOG, "vif_den")354 self.assertAlmostEquals(score, 1597314.95249, places=0)355 score, scores = read_log(VIF_LOG, "vif_num_scale0")356 self.assertAlmostEquals(score, 468101.509766, places=0)357 score, scores = read_log(VIF_LOG, "vif_num_scale1")358 self.assertAlmostEquals(score, 184971.572266, places=1)359 score, scores = read_log(VIF_LOG, "vif_num_scale2")360 self.assertAlmostEquals(score, 47588.8323567, places=0)361 score, scores = read_log(VIF_LOG, "vif_num_scale3")362 self.assertAlmostEquals(score, 11988.1090902, places=1)363 score, scores = read_log(VIF_LOG, "vif_den_scale0")364 self.assertAlmostEquals(score, 1287822.80208, places=0)365 score, scores = read_log(VIF_LOG, "vif_den_scale1")366 self.assertAlmostEquals(score, 241255.067708, places=1)367 score, scores = read_log(VIF_LOG, "vif_den_scale2")368 self.assertAlmostEquals(score, 55149.8169759, places=2)369 score, scores = read_log(VIF_LOG, "vif_den_scale3")370 self.assertAlmostEquals(score, 13087.2657267, places=2)371 def test_all(self):372 ALL_LOG = self.LOG_FILENAME + "_all"373 print 'test all on yuv422p10le...'374 cmd = "{vmaf} all {fmt} {ref} {dis} {w} {h} > {log}".format(375 vmaf=ExternalProgram.vmaf, fmt=self.YUV_FMT, ref=self.REF_YUV, dis=self.DIS_YUV,376 w=self.YUV_WIDTH, h=self.YUV_HEIGHT, log=ALL_LOG377 )378 run_process(cmd, shell=True)379 score, scores = read_log(ALL_LOG, "vif")380 self.assertAlmostEquals(score, 0.4460930625, places=4)381 score, scores = read_log(ALL_LOG, "motion")382 self.assertAlmostEquals(score, 4.04982535417, places=4)383 score, scores = read_log(ALL_LOG, "ansnr")384 self.assertAlmostEquals(score, 23.5095715208, places=4)385 score, scores = read_log(ALL_LOG, "adm")386 self.assertAlmostEquals(score, 0.9345877708333336, places=4)387 score, scores = read_log(ALL_LOG, "adm_num")388 self.assertAlmostEquals(score, 371.8354140624999, places=4)389 score, scores = read_log(ALL_LOG, "adm_den")390 self.assertAlmostEquals(score, 397.8337897291667, places=4)391 score, scores = read_log(ALL_LOG, "vif_num")392 self.assertAlmostEquals(score, 712650.023478, places=0)393 score, scores = read_log(ALL_LOG, "vif_den")394 self.assertAlmostEquals(score, 1597314.95249, places=0)395 score, scores = read_log(ALL_LOG, "anpsnr")396 self.assertAlmostEquals(score, 34.1902860625, places=4)397 score, scores = read_log(ALL_LOG, "vif_num_scale0")398 self.assertAlmostEquals(score, 468101.509766, places=0)399 score, scores = read_log(ALL_LOG, "vif_num_scale1")400 self.assertAlmostEquals(score, 184971.572266, places=1)401 score, scores = read_log(ALL_LOG, "vif_num_scale2")402 self.assertAlmostEquals(score, 47588.8323567, places=0)403 score, scores = read_log(ALL_LOG, "vif_num_scale3")404 self.assertAlmostEquals(score, 11988.1090902, places=1)405 score, scores = read_log(ALL_LOG, "vif_den_scale0")406 self.assertAlmostEquals(score, 1287822.80208, places=0)407 score, scores = read_log(ALL_LOG, "vif_den_scale1")408 self.assertAlmostEquals(score, 241255.067708, places=1)409 score, scores = read_log(ALL_LOG, "vif_den_scale2")410 self.assertAlmostEquals(score, 55149.8169759, places=2)411 score, scores = read_log(ALL_LOG, "vif_den_scale3")412 self.assertAlmostEquals(score, 13087.2657267, places=2)413 score, scores = read_log(ALL_LOG, "adm_den_scale0")414 self.assertAlmostEquals(score, 50.143851375000004, places=4)415 score, scores = read_log(ALL_LOG, "adm_num_scale1")416 self.assertAlmostEquals(score, 66.58064533333334, places=4)417 score, scores = read_log(ALL_LOG, "adm_den_scale1")418 self.assertAlmostEquals(score, 74.47438285416666, places=4)419 score, scores = read_log(ALL_LOG, "adm_num_scale2")420 self.assertAlmostEquals(score, 105.56477879166668, places=4)421 score, scores = read_log(ALL_LOG, "adm_den_scale2")422 self.assertAlmostEquals(score, 113.49725852083333, places=4)423 score, scores = read_log(ALL_LOG, "adm_num_scale3")424 self.assertAlmostEquals(score, 154.16224066666666, places=4)425 score, scores = read_log(ALL_LOG, "adm_den_scale3")426 self.assertAlmostEquals(score, 159.71829710416668, places=4)427 def test_psnr(self):428 PSNR_LOG = self.LOG_FILENAME + '_psnr'429 print 'test psnr on yuv422p10le...'430 cmd = "{psnr} {fmt} {ref} {dis} {w} {h} > {log}".format(431 psnr=ExternalProgram.psnr, fmt=self.YUV_FMT, ref=self.REF_YUV, dis=self.DIS_YUV,432 w=self.YUV_WIDTH, h=self.YUV_HEIGHT, log=PSNR_LOG433 )434 run_process(cmd, shell=True)435 score, scores = read_log(PSNR_LOG, "psnr")436 self.assertAlmostEquals(score, 30.7805732917, places=4)437 self.assertAlmostEquals(scores[0], 34.786288, places=4)438 self.assertAlmostEquals(scores[1], 31.908737, places=4)439 def test_ssim(self):440 SSIM_LOG = self.LOG_FILENAME + '_ssim'441 print 'test ssim on yuv422p10le...'442 cmd = "{ssim} {fmt} {ref} {dis} {w} {h} > {log}".format(443 ssim=ExternalProgram.ssim, fmt=self.YUV_FMT, ref=self.REF_YUV, dis=self.DIS_YUV,444 w=self.YUV_WIDTH, h=self.YUV_HEIGHT, log=SSIM_LOG445 )446 run_process(cmd, shell=True)447 score, scores = read_log(SSIM_LOG, "ssim")448 self.assertAlmostEquals(score, 0.863226541666667, places=4)449 self.assertAlmostEquals(scores[0], 0.925023, places=4)450 self.assertAlmostEquals(scores[1], 0.891992, places=4)451 score, scores = read_log(SSIM_LOG, "ssim_l")452 self.assertAlmostEquals(score,0.998147458333333, places=4)453 self.assertAlmostEquals(scores[0], 0.999524, places=4)454 self.assertAlmostEquals(scores[1], 0.998983, places=4)455 score, scores = read_log(SSIM_LOG, "ssim_c")456 self.assertAlmostEquals(score, 0.9612679375000001, places=4)457 self.assertAlmostEquals(scores[0], 0.979614, places=4)458 self.assertAlmostEquals(scores[1], 0.96981, places=4)459 score, scores = read_log(SSIM_LOG, "ssim_s")460 self.assertAlmostEquals(score, 0.8977363333333335, places=4)461 self.assertAlmostEquals(scores[0], 0.943966, places=4)462 self.assertAlmostEquals(scores[1], 0.919507, places=4)463 def test_ms_ssim(self):464 MS_SSIM_LOG = self.LOG_FILENAME + '_msssim'465 print 'test ms_ssim on yuv422p10le...'466 cmd = "{ms_ssim} {fmt} {ref} {dis} {w} {h} > {log}".format(467 ms_ssim=ExternalProgram.ms_ssim, fmt=self.YUV_FMT, ref=self.REF_YUV, dis=self.DIS_YUV,468 w=self.YUV_WIDTH, h=self.YUV_HEIGHT, log=MS_SSIM_LOG469 )470 run_process(cmd, shell=True)471 score, scores = read_log(MS_SSIM_LOG, "ms_ssim")472 self.assertAlmostEquals(score, 0.9632498125, places=4)473 self.assertAlmostEquals(scores[0], 0.981968, places=4)474 self.assertAlmostEquals(scores[1], 0.973366, places=4)475 score, scores = read_log(MS_SSIM_LOG, "ms_ssim_l_scale0")476 self.assertAlmostEquals(score, 0.998147458333333, places=4)477 score, scores = read_log(MS_SSIM_LOG, "ms_ssim_c_scale0")478 self.assertAlmostEquals(score, 0.9612679375000001, places=4)479 score, scores = read_log(MS_SSIM_LOG, "ms_ssim_s_scale0")480 self.assertAlmostEquals(score, 0.8977363333333335, places=4)481 score, scores = read_log(MS_SSIM_LOG, "ms_ssim_l_scale1")482 self.assertAlmostEquals(score, 0.9989961250000002, places=4)483 score, scores = read_log(MS_SSIM_LOG, "ms_ssim_c_scale1")484 self.assertAlmostEquals(score, 0.9857694375, places=4)485 score, scores = read_log(MS_SSIM_LOG, "ms_ssim_s_scale1")486 self.assertAlmostEquals(score, 0.941185875, places=4)487 score, scores = read_log(MS_SSIM_LOG, "ms_ssim_l_scale2")488 self.assertAlmostEquals(score, 0.9992356458333332, places=4)489 score, scores = read_log(MS_SSIM_LOG, "ms_ssim_c_scale2")490 self.assertAlmostEquals(score, 0.997034020833, places=4)491 score, scores = read_log(MS_SSIM_LOG, "ms_ssim_s_scale2")492 self.assertAlmostEquals(score, 0.977992145833, places=4)493 score, scores = read_log(MS_SSIM_LOG, "ms_ssim_l_scale3")494 self.assertAlmostEquals(score, 0.9992921041666665, places=4)495 score, scores = read_log(MS_SSIM_LOG, "ms_ssim_c_scale3")496 self.assertAlmostEquals(score, 0.9995884375000003, places=4)497 score, scores = read_log(MS_SSIM_LOG, "ms_ssim_s_scale3")498 self.assertAlmostEquals(score, 0.9938712499999998, places=4)499 score, scores = read_log(MS_SSIM_LOG, "ms_ssim_l_scale4")500 self.assertAlmostEquals(score, 0.9994035625000003, places=4)501 score, scores = read_log(MS_SSIM_LOG, "ms_ssim_c_scale4")502 self.assertAlmostEquals(score, 0.999907625, places=4)503 score, scores = read_log(MS_SSIM_LOG, "ms_ssim_s_scale4")504 self.assertAlmostEquals(score,0.998222583333, places=4)505class CornerCaseTest(unittest.TestCase):506 LOG_FILENAME = VmafConfig.workdir_path("logCornerCaseTest")507 CMD_TEMPLATE = """508 {vmaf} vif {fmt} {ref} {dis} {w} {h} > {log};509 {vmaf} adm {fmt} {ref} {dis} {w} {h} >> {log};510 {vmaf} ansnr {fmt} {ref} {dis} {w} {h} >> {log};511 {vmaf} motion {fmt} {ref} {dis} {w} {h} >> {log};"""512 def setUp(self):513 unittest.TestCase.setUp(self)514 if os.path.exists(self.LOG_FILENAME):515 os.remove(self.LOG_FILENAME)516 def tearDown(self):517 unittest.TestCase.tearDown(self)518 if os.path.exists(self.LOG_FILENAME):519 os.remove(self.LOG_FILENAME)520 if (REMOVE_LOG):521 (logPath, logFilePrefix) = os.path.split(self.LOG_FILENAME)522 filenames = [filename for filename in os.listdir(logPath) if filename.startswith(logFilePrefix)]523 for filename in filenames:524 os.remove(os.path.join(logPath, filename))525 def test_checkerboard_identical(self):526 print 'test on checkerboard pattern identical...'527 LOCAL_LOG_FILENAME = self.LOG_FILENAME + '_checkerboardIdentical'528 ref_yuv = VmafConfig.test_resource_path("yuv", "checkerboard_1920_1080_10_3_0_0.yuv")529 dis_yuv = VmafConfig.test_resource_path("yuv", "checkerboard_1920_1080_10_3_0_0.yuv")530 yuv_fmt = "yuv420p"531 yuv_width = 1920532 yuv_height = 1080533 cmd = self.CMD_TEMPLATE.format(vmaf=ExternalProgram.vmaf, fmt=yuv_fmt, ref=ref_yuv,534 dis=dis_yuv, w=yuv_width, h=yuv_height,535 log=LOCAL_LOG_FILENAME)536 run_process(cmd, shell=True)537 self.assertAlmostEquals(read_log(LOCAL_LOG_FILENAME, "adm")[0], 1.0, places=4)538 self.assertAlmostEquals(read_log(LOCAL_LOG_FILENAME, "ansnr")[0], 21.1138813333, places=4)539 self.assertAlmostEquals(read_log(LOCAL_LOG_FILENAME, "motion")[0], 12.554836666666667, places=4)540 self.assertAlmostEquals(read_log(LOCAL_LOG_FILENAME, "vif")[0], 1.0, places=4)541 self.assertAlmostEquals(read_log(LOCAL_LOG_FILENAME, "adm_num")[0], 2773.891225, places=3)542 self.assertAlmostEquals(read_log(LOCAL_LOG_FILENAME, "adm_den")[0], 2773.891225, places=3)543 self.assertAlmostEquals(read_log(LOCAL_LOG_FILENAME, "vif_num")[0], 33021350.5, places=-3)544 self.assertAlmostEquals(read_log(LOCAL_LOG_FILENAME, "vif_den")[0], 33021387.0625, places=3)545 self.assertAlmostEquals(read_log(LOCAL_LOG_FILENAME, "anpsnr")[0], 29.8567246667, places=3)546 self.assertAlmostEquals(read_log(LOCAL_LOG_FILENAME, "vif_num_scale0")[0], 25757432.0, places=-3)547 self.assertAlmostEquals(read_log(LOCAL_LOG_FILENAME, "vif_den_scale0")[0], 25757473.3333, places=3)548 self.assertAlmostEquals(read_log(LOCAL_LOG_FILENAME, "vif_num_scale3")[0], 259774.958333, places=1)549 self.assertAlmostEquals(read_log(LOCAL_LOG_FILENAME, "vif_den_scale3")[0], 259774.9375, places=3)550 self.assertAlmostEquals(read_log(LOCAL_LOG_FILENAME, "adm_num_scale0")[0], 277.120382, places=3)551 self.assertAlmostEquals(read_log(LOCAL_LOG_FILENAME, "adm_den_scale0")[0], 277.120382, places=3)552 self.assertAlmostEquals(read_log(LOCAL_LOG_FILENAME, "adm_num_scale3")[0], 924.193766, places=3)553 self.assertAlmostEquals(read_log(LOCAL_LOG_FILENAME, "adm_den_scale3")[0], 924.193766, places=3)554 def test_checkerboard_shifted_by_1(self):555 print 'test on checkerboard pattern shifted by 1...'556 LOCAL_LOG_FILENAME = self.LOG_FILENAME + '_checkerboard_shifted_by_1'557 ref_yuv = VmafConfig.test_resource_path("yuv", "checkerboard_1920_1080_10_3_0_0.yuv")558 dis_yuv = VmafConfig.test_resource_path("yuv", "checkerboard_1920_1080_10_3_1_0.yuv")559 yuv_fmt = "yuv420p"560 yuv_width = 1920561 yuv_height = 1080562 cmd = self.CMD_TEMPLATE.format(vmaf=ExternalProgram.vmaf, fmt=yuv_fmt, ref=ref_yuv,563 dis=dis_yuv, w=yuv_width, h=yuv_height,564 log=LOCAL_LOG_FILENAME)565 run_process(cmd, shell=True)566 self.assertAlmostEquals(read_log(LOCAL_LOG_FILENAME, "adm")[0], 0.7853383333333334, places=4)567 self.assertAlmostEquals(read_log(LOCAL_LOG_FILENAME, "ansnr")[0], 7.92623066667, places=4)568 self.assertAlmostEquals(read_log(LOCAL_LOG_FILENAME, "motion")[0], 12.5548366667, places=4)569 self.assertAlmostEquals(read_log(LOCAL_LOG_FILENAME, "vif")[0], 0.156834666667, places=4)570 self.assertAlmostEquals(read_log(LOCAL_LOG_FILENAME, "adm_num")[0], 2178.5352886666665, places=3)571 self.assertAlmostEquals(read_log(LOCAL_LOG_FILENAME, "adm_den")[0], 2773.891225, places=3)572 self.assertAlmostEquals(read_log(LOCAL_LOG_FILENAME, "vif_num")[0], 5178894.51562, places=-1)573 self.assertAlmostEquals(read_log(LOCAL_LOG_FILENAME, "vif_den")[0], 33021387.0625, places=3)574 self.assertAlmostEquals(read_log(LOCAL_LOG_FILENAME, "anpsnr")[0], 16.669074, places=4)575 self.assertAlmostEquals(read_log(LOCAL_LOG_FILENAME, "vif_num_scale0")[0], 2908829.0, places=-1)576 self.assertAlmostEquals(read_log(LOCAL_LOG_FILENAME, "vif_den_scale0")[0], 25757473.3333, places=3)577 self.assertAlmostEquals(read_log(LOCAL_LOG_FILENAME, "vif_num_scale3")[0], 128957.796875, places=-2)578 self.assertAlmostEquals(read_log(LOCAL_LOG_FILENAME, "vif_den_scale3")[0], 259774.9375, places=3)579 self.assertAlmostEquals(read_log(LOCAL_LOG_FILENAME, "adm_num_scale0")[0], 201.15329999999997, places=3)580 self.assertAlmostEquals(read_log(LOCAL_LOG_FILENAME, "adm_den_scale0")[0], 277.120382, places=3)581 self.assertAlmostEquals(read_log(LOCAL_LOG_FILENAME, "adm_num_scale3")[0], 765.1562903333333, places=3)582 self.assertAlmostEquals(read_log(LOCAL_LOG_FILENAME, "adm_den_scale3")[0], 924.193766, places=3)583 def test_checkerboard_opposite(self):584 print 'test on checkerboard pattern opposite...'585 LOCAL_LOG_FILENAME = self.LOG_FILENAME + '_checkerboard_opposite'586 ref_yuv = VmafConfig.test_resource_path("yuv", "checkerboard_1920_1080_10_3_0_0.yuv")587 dis_yuv = VmafConfig.test_resource_path("yuv", "checkerboard_1920_1080_10_3_10_0.yuv")588 yuv_fmt = "yuv420p"589 yuv_width = 1920590 yuv_height = 1080591 cmd = self.CMD_TEMPLATE.format(vmaf=ExternalProgram.vmaf, fmt=yuv_fmt, ref=ref_yuv,592 dis=dis_yuv, w=yuv_width, h=yuv_height,593 log=LOCAL_LOG_FILENAME)594 run_process(cmd, shell=True)595 self.assertAlmostEquals(read_log(LOCAL_LOG_FILENAME, "adm")[0], 0.053996333333333334, places=4)596 self.assertAlmostEquals(read_log(LOCAL_LOG_FILENAME, "ansnr")[0], -5.758091333333334, places=4)597 self.assertAlmostEquals(read_log(LOCAL_LOG_FILENAME, "motion")[0], 12.554836666666667, places=4)598 self.assertAlmostEquals(read_log(LOCAL_LOG_FILENAME, "vif")[0], 0.0, places=4)599 self.assertAlmostEquals(read_log(LOCAL_LOG_FILENAME, "adm_num")[0], 149.780313, places=4)600 self.assertAlmostEquals(read_log(LOCAL_LOG_FILENAME, "adm_den")[0], 2773.891225, places=3)601 self.assertAlmostEquals(read_log(LOCAL_LOG_FILENAME, "vif_num")[0], 6.66666666667, places=4)602 self.assertAlmostEquals(read_log(LOCAL_LOG_FILENAME, "vif_den")[0], 33021387.0625, places=3)603 self.assertAlmostEquals(read_log(LOCAL_LOG_FILENAME, "anpsnr")[0], 2.984752, places=4)604 self.assertAlmostEquals(read_log(LOCAL_LOG_FILENAME, "vif_num_scale0")[0], 6.66666666667, places=4)605 self.assertAlmostEquals(read_log(LOCAL_LOG_FILENAME, "vif_den_scale0")[0], 25757473.3333, places=3)606 self.assertAlmostEquals(read_log(LOCAL_LOG_FILENAME, "vif_num_scale3")[0], 0.0, places=4)607 self.assertAlmostEquals(read_log(LOCAL_LOG_FILENAME, "vif_den_scale3")[0], 259774.9375, places=3)608 self.assertAlmostEquals(read_log(LOCAL_LOG_FILENAME, "adm_num_scale0")[0], 65.573967, places=3)609 self.assertAlmostEquals(read_log(LOCAL_LOG_FILENAME, "adm_den_scale0")[0], 277.120382, places=3)610 self.assertAlmostEquals(read_log(LOCAL_LOG_FILENAME, "adm_num_scale3")[0], 16.667711, places=3)611 self.assertAlmostEquals(read_log(LOCAL_LOG_FILENAME, "adm_den_scale3")[0], 924.193766, places=3)612 def test_flat_identical(self):613 print 'test on flat pattern identical...'614 LOCAL_LOG_FILENAME = self.LOG_FILENAME + '_flat_identical'615 ref_yuv = VmafConfig.test_resource_path("yuv", "flat_1920_1080_0.yuv")616 dis_yuv = VmafConfig.test_resource_path("yuv", "flat_1920_1080_0.yuv")617 yuv_fmt = "yuv420p"618 yuv_width = 1920619 yuv_height = 1080620 cmd = self.CMD_TEMPLATE.format(vmaf=ExternalProgram.vmaf, fmt=yuv_fmt, ref=ref_yuv,621 dis=dis_yuv, w=yuv_width, h=yuv_height,622 log=LOCAL_LOG_FILENAME)623 run_process(cmd, shell=True)624 self.assertAlmostEquals(read_log(LOCAL_LOG_FILENAME, "adm")[0], 1.0, places=4)625 self.assertAlmostEquals(read_log(LOCAL_LOG_FILENAME, "ansnr")[0], 60.0, places=4)626 self.assertAlmostEquals(read_log(LOCAL_LOG_FILENAME, "motion")[0], 0.0, places=4)627 self.assertAlmostEquals(read_log(LOCAL_LOG_FILENAME, "vif")[0], 1.0, places=4)628 self.assertAlmostEquals(read_log(LOCAL_LOG_FILENAME, "adm_num")[0], 149.780392, places=4)629 self.assertAlmostEquals(read_log(LOCAL_LOG_FILENAME, "adm_den")[0], 149.780392, places=4)630 self.assertAlmostEquals(read_log(LOCAL_LOG_FILENAME, "vif_num")[0], 2754000.15625, places=1)631 self.assertAlmostEquals(read_log(LOCAL_LOG_FILENAME, "vif_den")[0], 2754000.0, places=4)632 self.assertAlmostEquals(read_log(LOCAL_LOG_FILENAME, "anpsnr")[0], 60.0, places=4)633 self.assertAlmostEquals(read_log(LOCAL_LOG_FILENAME, "vif_num_scale0")[0], 2073600.125, places=4)634 self.assertAlmostEquals(read_log(LOCAL_LOG_FILENAME, "vif_den_scale0")[0], 2073600.000, places=4)635 self.assertAlmostEquals(read_log(LOCAL_LOG_FILENAME, "vif_num_scale3")[0], 32400.0, places=4)636 self.assertAlmostEquals(read_log(LOCAL_LOG_FILENAME, "vif_den_scale3")[0], 32400.0, places=4)637 self.assertAlmostEquals(read_log(LOCAL_LOG_FILENAME, "adm_num_scale0")[0], 65.573967, places=3)638 self.assertAlmostEquals(read_log(LOCAL_LOG_FILENAME, "adm_den_scale0")[0], 65.573967, places=3)639 self.assertAlmostEquals(read_log(LOCAL_LOG_FILENAME, "adm_num_scale3")[0], 16.667747, places=3)640 self.assertAlmostEquals(read_log(LOCAL_LOG_FILENAME, "adm_den_scale3")[0], 16.667747, places=3)641 def test_flat_value10(self):642 print 'test on flat pattern of value 10...'643 LOCAL_LOG_FILENAME = self.LOG_FILENAME + '_flat_value10'644 ref_yuv = VmafConfig.test_resource_path("yuv", "flat_1920_1080_0.yuv")645 dis_yuv = VmafConfig.test_resource_path("yuv", "flat_1920_1080_10.yuv")646 yuv_fmt = "yuv420p"647 yuv_width = 1920648 yuv_height = 1080649 cmd = self.CMD_TEMPLATE.format(vmaf=ExternalProgram.vmaf, fmt=yuv_fmt, ref=ref_yuv,650 dis=dis_yuv, w=yuv_width, h=yuv_height,651 log=LOCAL_LOG_FILENAME)652 run_process(cmd, shell=True)653 self.assertAlmostEquals(read_log(LOCAL_LOG_FILENAME, "adm")[0], 1.0, places=4)654 self.assertAlmostEquals(read_log(LOCAL_LOG_FILENAME, "ansnr")[0], 21.899511, places=4)655 self.assertAlmostEquals(read_log(LOCAL_LOG_FILENAME, "motion")[0], 0.0, places=4)656 self.assertAlmostEquals(read_log(LOCAL_LOG_FILENAME, "vif")[0], 1.0, places=4)657 self.assertAlmostEquals(read_log(LOCAL_LOG_FILENAME, "adm_num")[0], 149.780313, places=4)658 self.assertAlmostEquals(read_log(LOCAL_LOG_FILENAME, "adm_den")[0], 149.780392, places=4)659 self.assertAlmostEquals(read_log(LOCAL_LOG_FILENAME, "vif_num")[0], 2753999.99219, places=1)660 self.assertAlmostEquals(read_log(LOCAL_LOG_FILENAME, "vif_den")[0], 2754000.0, places=4)661 self.assertAlmostEquals(read_log(LOCAL_LOG_FILENAME, "anpsnr")[0], 29.045954, places=4)662 self.assertAlmostEquals(read_log(LOCAL_LOG_FILENAME, "vif_num_scale0")[0],2073600.0, places=4)663 self.assertAlmostEquals(read_log(LOCAL_LOG_FILENAME, "vif_den_scale0")[0], 2073600.0, places=4)664 self.assertAlmostEquals(read_log(LOCAL_LOG_FILENAME, "vif_num_scale3")[0], 32400.0, places=4)665 self.assertAlmostEquals(read_log(LOCAL_LOG_FILENAME, "vif_den_scale3")[0], 32400.0, places=4)666 self.assertAlmostEquals(read_log(LOCAL_LOG_FILENAME, "adm_num_scale0")[0], 65.573967, places=3)667 self.assertAlmostEquals(read_log(LOCAL_LOG_FILENAME, "adm_den_scale0")[0], 65.573967, places=3)668 self.assertAlmostEquals(read_log(LOCAL_LOG_FILENAME, "adm_num_scale3")[0], 16.667711, places=3)669 self.assertAlmostEquals(read_log(LOCAL_LOG_FILENAME, "adm_den_scale3")[0], 16.667747, places=3)670if __name__ == '__main__':671 unittest.main()...
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