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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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