Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

fix: Tweak AMVF config with time in Examples #2985

Merged
merged 14 commits into from
Mar 13, 2024

Merge branch 'main' into tweak-amvf-options-with-time

1c508ec
Select commit
Loading
Failed to load commit list.
Merged

fix: Tweak AMVF config with time in Examples #2985

Merge branch 'main' into tweak-amvf-options-with-time
1c508ec
Select commit
Loading
Failed to load commit list.
ci-bridge / CI Bridge / linux_physmon succeeded Mar 13, 2024 in 34m 32s

GitLab CI: SUCCESS

This check triggered job acts/ci-bridge/37021968
in pipeline acts/ci-bridge/16905
Status: SUCCESS
Created at: 2024-03-13T17:13:34.390+01:00
Started at: 2024-03-13T18:58:34.326+01:00
Finished at: 2024-03-13T19:33:06.803+01:00

Details

Showing last 1183 out of 16994 total lines

✅ RatioCheck (a/b - 1) / sigma(a/b) > 3 for 0/73 bins, cf. 8.54400374531753
✅ ResidualCheck pull < 3 in 100/100 bins, cf. 10.0
✅ IntegralTest Intregal: 9630.0+-98.13256340277675 vs. 
9863.0+-99.31263766510283: (int_a - int_b) / sqrt(sigma(int_a)^2 + 
sigma(int_b)^2) = 1.67 < 3
──────────────────────────── pull_qop_vs_eta (TH2F) ────────────────────────────
✅ Chi2Test pX 0.9999994054769713 > 0.01
✅ Chi2Test pY 1.0 > 0.01
✅ KolmogorovTest pX 0.9999963857072959 > 0.68
✅ KolmogorovTest pY 1.0 > 0.68
✅ RatioCheck pX (a/b - 1) / sigma(a/b) > 3 for 0/20 bins, cf. 4.47213595499958
✅ RatioCheck pY (a/b - 1) / sigma(a/b) > 3 for 0/73 bins, cf. 8.54400374531753
✅ ResidualCheck pX pull < 3 in 40/40 bins, cf. 6.324555320336759
✅ ResidualCheck pY pull < 3 in 100/100 bins, cf. 10.0
✅ IntegralTest pX Intregal: 9630.0+-98.13256340277675 vs. 
9863.0+-99.31263766510283: (int_a - int_b) / sqrt(sigma(int_a)^2 + 
sigma(int_b)^2) = 1.67 < 3
✅ IntegralTest pY Intregal: 9630.0+-98.13256340277675 vs. 
9863.0+-99.31263766510283: (int_a - int_b) / sqrt(sigma(int_a)^2 + 
sigma(int_b)^2) = 1.67 < 3
──────────────────────────── pull_qop_vs_pT (TH2F) ─────────────────────────────
🟡 Chi2Test pX
✅ Chi2Test pY 1.0 > 0.01
🟡 KolmogorovTest pX
✅ KolmogorovTest pY 1.0 > 0.68
🟡 RatioCheck pX
✅ RatioCheck pY (a/b - 1) / sigma(a/b) > 3 for 0/73 bins, cf. 8.54400374531753
✅ ResidualCheck pX pull < 3 in 40/40 bins, cf. 6.324555320336759
✅ ResidualCheck pY pull < 3 in 100/100 bins, cf. 10.0
🟡 IntegralTest pX
✅ IntegralTest pY Intregal: 9630.0+-98.13256340277675 vs. 
9863.0+-99.31263766510283: (int_a - int_b) / sqrt(sigma(int_a)^2 + 
sigma(int_b)^2) = 1.67 < 3
──────────────────────────────── pull_t (TH1F) ─────────────────────────────────
🟡 Chi2Test
✅ KolmogorovTest 1.0 > 0.68
✅ RatioCheck (a/b - 1) / sigma(a/b) > 3 for 0/80 bins, cf. 8.94427190999916
✅ ResidualCheck pull < 3 in 100/100 bins, cf. 10.0
✅ IntegralTest Intregal: 4832.0+-69.51258878793107 vs. 
4940.0+-70.28513356322232: (int_a - int_b) / sqrt(sigma(int_a)^2 + 
sigma(int_b)^2) = 1.09 < 3
───────────────────────────── pull_t_vs_eta (TH2F) ─────────────────────────────
✅ Chi2Test pX 0.9999994054769713 > 0.01
🟡 Chi2Test pY
✅ KolmogorovTest pX 0.9999963857072959 > 0.68
✅ KolmogorovTest pY 1.0 > 0.68
✅ RatioCheck pX (a/b - 1) / sigma(a/b) > 3 for 0/20 bins, cf. 4.47213595499958
✅ RatioCheck pY (a/b - 1) / sigma(a/b) > 3 for 0/80 bins, cf. 8.94427190999916
✅ ResidualCheck pX pull < 3 in 40/40 bins, cf. 6.324555320336759
✅ ResidualCheck pY pull < 3 in 100/100 bins, cf. 10.0
✅ IntegralTest pX Intregal: 9630.0+-98.13256340277675 vs. 
9863.0+-99.31263766510283: (int_a - int_b) / sqrt(sigma(int_a)^2 + 
sigma(int_b)^2) = 1.67 < 3
✅ IntegralTest pY Intregal: 4832.0+-69.51258878793107 vs. 
4940.0+-70.28513356322232: (int_a - int_b) / sqrt(sigma(int_a)^2 + 
sigma(int_b)^2) = 1.09 < 3
───────────────────────────── pull_t_vs_pT (TH2F) ──────────────────────────────
🟡 Chi2Test pX
🟡 Chi2Test pY
🟡 KolmogorovTest pX
✅ KolmogorovTest pY 1.0 > 0.68
🟡 RatioCheck pX
✅ RatioCheck pY (a/b - 1) / sigma(a/b) > 3 for 0/80 bins, cf. 8.94427190999916
✅ ResidualCheck pX pull < 3 in 40/40 bins, cf. 6.324555320336759
✅ ResidualCheck pY pull < 3 in 100/100 bins, cf. 10.0
🟡 IntegralTest pX
✅ IntegralTest pY Intregal: 4832.0+-69.51258878793107 vs. 
4940.0+-70.28513356322232: (int_a - int_b) / sqrt(sigma(int_a)^2 + 
sigma(int_b)^2) = 1.09 < 3
────────────────────────────── pull_theta (TH1F) ───────────────────────────────
🟡 Chi2Test
✅ KolmogorovTest 1.0 > 0.68
✅ RatioCheck (a/b - 1) / sigma(a/b) > 3 for 0/72 bins, cf. 8.48528137423857
✅ ResidualCheck pull < 3 in 100/100 bins, cf. 10.0
✅ IntegralTest Intregal: 9630.0+-98.13256340277675 vs. 
9863.0+-99.31263766510283: (int_a - int_b) / sqrt(sigma(int_a)^2 + 
sigma(int_b)^2) = 1.67 < 3
─────────────────────────── pull_theta_vs_eta (TH2F) ───────────────────────────
✅ Chi2Test pX 0.9999994054769713 > 0.01
🟡 Chi2Test pY
✅ KolmogorovTest pX 0.9999963857072959 > 0.68
✅ KolmogorovTest pY 1.0 > 0.68
✅ RatioCheck pX (a/b - 1) / sigma(a/b) > 3 for 0/20 bins, cf. 4.47213595499958
✅ RatioCheck pY (a/b - 1) / sigma(a/b) > 3 for 0/72 bins, cf. 8.48528137423857
✅ ResidualCheck pX pull < 3 in 40/40 bins, cf. 6.324555320336759
✅ ResidualCheck pY pull < 3 in 100/100 bins, cf. 10.0
✅ IntegralTest pX Intregal: 9630.0+-98.13256340277675 vs. 
9863.0+-99.31263766510283: (int_a - int_b) / sqrt(sigma(int_a)^2 + 
sigma(int_b)^2) = 1.67 < 3
✅ IntegralTest pY Intregal: 9630.0+-98.13256340277675 vs. 
9863.0+-99.31263766510283: (int_a - int_b) / sqrt(sigma(int_a)^2 + 
sigma(int_b)^2) = 1.67 < 3
─────────────────────────── pull_theta_vs_pT (TH2F) ────────────────────────────
🟡 Chi2Test pX
🟡 Chi2Test pY
🟡 KolmogorovTest pX
✅ KolmogorovTest pY 1.0 > 0.68
🟡 RatioCheck pX
✅ RatioCheck pY (a/b - 1) / sigma(a/b) > 3 for 0/72 bins, cf. 8.48528137423857
✅ ResidualCheck pX pull < 3 in 40/40 bins, cf. 6.324555320336759
✅ ResidualCheck pY pull < 3 in 100/100 bins, cf. 10.0
🟡 IntegralTest pX
✅ IntegralTest pY Intregal: 9630.0+-98.13256340277675 vs. 
9863.0+-99.31263766510283: (int_a - int_b) / sqrt(sigma(int_a)^2 + 
sigma(int_b)^2) = 1.67 < 3
──────────────────────────────── pull_z0 (TH1F) ────────────────────────────────
🟡 Chi2Test
✅ KolmogorovTest 1.0 > 0.68
✅ RatioCheck (a/b - 1) / sigma(a/b) > 3 for 0/70 bins, cf. 8.366600265340756
✅ ResidualCheck pull < 3 in 100/100 bins, cf. 10.0
✅ IntegralTest Intregal: 9630.0+-98.13256340277675 vs. 
9863.0+-99.31263766510283: (int_a - int_b) / sqrt(sigma(int_a)^2 + 
sigma(int_b)^2) = 1.67 < 3
──────────────────────────── pull_z0_vs_eta (TH2F) ─────────────────────────────
✅ Chi2Test pX 0.9999994054769713 > 0.01
🟡 Chi2Test pY
✅ KolmogorovTest pX 0.9999963857072959 > 0.68
✅ KolmogorovTest pY 1.0 > 0.68
✅ RatioCheck pX (a/b - 1) / sigma(a/b) > 3 for 0/20 bins, cf. 4.47213595499958
✅ RatioCheck pY (a/b - 1) / sigma(a/b) > 3 for 0/70 bins, cf. 8.366600265340756
✅ ResidualCheck pX pull < 3 in 40/40 bins, cf. 6.324555320336759
✅ ResidualCheck pY pull < 3 in 100/100 bins, cf. 10.0
✅ IntegralTest pX Intregal: 9630.0+-98.13256340277675 vs. 
9863.0+-99.31263766510283: (int_a - int_b) / sqrt(sigma(int_a)^2 + 
sigma(int_b)^2) = 1.67 < 3
✅ IntegralTest pY Intregal: 9630.0+-98.13256340277675 vs. 
9863.0+-99.31263766510283: (int_a - int_b) / sqrt(sigma(int_a)^2 + 
sigma(int_b)^2) = 1.67 < 3
───────────────────────────── pull_z0_vs_pT (TH2F) ─────────────────────────────
🟡 Chi2Test pX
🟡 Chi2Test pY
🟡 KolmogorovTest pX
✅ KolmogorovTest pY 1.0 > 0.68
🟡 RatioCheck pX
✅ RatioCheck pY (a/b - 1) / sigma(a/b) > 3 for 0/70 bins, cf. 8.366600265340756
✅ ResidualCheck pX pull < 3 in 40/40 bins, cf. 6.324555320336759
✅ ResidualCheck pY pull < 3 in 100/100 bins, cf. 10.0
🟡 IntegralTest pX
✅ IntegralTest pY Intregal: 9630.0+-98.13256340277675 vs. 
9863.0+-99.31263766510283: (int_a - int_b) / sqrt(sigma(int_a)^2 + 
sigma(int_b)^2) = 1.67 < 3
────────────────────────── pullmean_d0_vs_eta (TH1F) ───────────────────────────
🟡 Chi2Test
✅ KolmogorovTest 0.9999999620134632 > 0.68
✅ RatioCheck (a/b - 1) / sigma(a/b) > 3 for 0/20 bins, cf. 4.47213595499958
✅ ResidualCheck pull < 3 in 40/40 bins, cf. 6.324555320336759
✅ IntegralTest Intregal: 0.08352522400673479+-0.556472025455704 vs. 
0.11848501674830914+-0.5236038319918814: (int_a - int_b) / sqrt(sigma(int_a)^2 +
sigma(int_b)^2) = 0.05 < 3
─────────────────────────── pullmean_d0_vs_pT (TH1F) ───────────────────────────
🟡 Chi2Test
🟡 KolmogorovTest
🟡 RatioCheck
✅ ResidualCheck pull < 3 in 40/40 bins, cf. 6.324555320336759
🟡 IntegralTest
────────────────────────── pullmean_phi_vs_eta (TH1F) ──────────────────────────
🟡 Chi2Test
✅ KolmogorovTest 1.0 > 0.68
✅ RatioCheck (a/b - 1) / sigma(a/b) > 3 for 0/20 bins, cf. 4.47213595499958
✅ ResidualCheck pull < 3 in 40/40 bins, cf. 6.324555320336759
✅ IntegralTest Intregal: 1.0414505329972599+-0.9545105290596168 vs. 
0.4339886177331209+-0.7903690310135952: (int_a - int_b) / sqrt(sigma(int_a)^2 + 
sigma(int_b)^2) = 0.49 < 4
────────────────────────── pullmean_phi_vs_pT (TH1F) ───────────────────────────
🟡 Chi2Test
🟡 KolmogorovTest
🟡 RatioCheck
✅ ResidualCheck pull < 3 in 40/40 bins, cf. 6.324555320336759
🟡 IntegralTest
────────────────────────── pullmean_qop_vs_eta (TH1F) ──────────────────────────
🟡 Chi2Test
✅ KolmogorovTest 1.0 > 0.68
✅ RatioCheck (a/b - 1) / sigma(a/b) > 3 for 0/20 bins, cf. 4.47213595499958
✅ ResidualCheck pull < 3 in 40/40 bins, cf. 6.324555320336759
✅ IntegralTest Intregal: 0.2510688160546124+-0.7695228067188659 vs. 
0.17329040984623134+-0.652462190256329: (int_a - int_b) / sqrt(sigma(int_a)^2 + 
sigma(int_b)^2) = 0.08 < 3
────────────────────────── pullmean_qop_vs_pT (TH1F) ───────────────────────────
🟡 Chi2Test
🟡 KolmogorovTest
🟡 RatioCheck
✅ ResidualCheck pull < 3 in 40/40 bins, cf. 6.324555320336759
🟡 IntegralTest
─────────────────────────── pullmean_t_vs_eta (TH1F) ───────────────────────────
TH1F::Chi2TestX:0: RuntimeWarning: Both histograms are not unweighted and option UU has been requested
🟡 Chi2Test
✅ KolmogorovTest 1.0 > 0.68
✅ RatioCheck (a/b - 1) / sigma(a/b) > 3 for 0/20 bins, cf. 4.47213595499958
✅ ResidualCheck pull < 3 in 40/40 bins, cf. 6.324555320336759
✅ IntegralTest Intregal: -14.316211994562764+-412.1948722318139 vs. 
-50.00954710692167+-420.2721908640192: (int_a - int_b) / sqrt(sigma(int_a)^2 + 
sigma(int_b)^2) = 0.06 < 3
─────────────────────────── pullmean_t_vs_pT (TH1F) ────────────────────────────
🟡 Chi2Test
🟡 KolmogorovTest
🟡 RatioCheck
✅ ResidualCheck pull < 3 in 40/40 bins, cf. 6.324555320336759
🟡 IntegralTest
───────────────────────── pullmean_theta_vs_eta (TH1F) ─────────────────────────
🟡 Chi2Test
✅ KolmogorovTest 1.0 > 0.68
✅ RatioCheck (a/b - 1) / sigma(a/b) > 3 for 0/20 bins, cf. 4.47213595499958
✅ ResidualCheck pull < 3 in 40/40 bins, cf. 6.324555320336759
✅ IntegralTest Intregal: 0.5809968409594148+-0.6798015939927585 vs. 
0.7407253340352327+-0.6310816563011471: (int_a - int_b) / sqrt(sigma(int_a)^2 + 
sigma(int_b)^2) = 0.17 < 3
───────────────────────── pullmean_theta_vs_pT (TH1F) ──────────────────────────
🟡 Chi2Test
🟡 KolmogorovTest
🟡 RatioCheck
✅ ResidualCheck pull < 3 in 40/40 bins, cf. 6.324555320336759
🟡 IntegralTest
────────────────────────── pullmean_z0_vs_eta (TH1F) ───────────────────────────
🟡 Chi2Test
✅ KolmogorovTest 0.9982234539260829 > 0.68
✅ RatioCheck (a/b - 1) / sigma(a/b) > 3 for 0/20 bins, cf. 4.47213595499958
✅ ResidualCheck pull < 3 in 40/40 bins, cf. 6.324555320336759
✅ IntegralTest Intregal: -0.06646660203114152+-0.5158765014630885 vs. 
-0.13721862458623946+-0.5248160521453171: (int_a - int_b) / sqrt(sigma(int_a)^2 
+ sigma(int_b)^2) = 0.10 < 3
─────────────────────────── pullmean_z0_vs_pT (TH1F) ───────────────────────────
🟡 Chi2Test
🟡 KolmogorovTest
🟡 RatioCheck
✅ ResidualCheck pull < 3 in 40/40 bins, cf. 6.324555320336759
🟡 IntegralTest
────────────────────────── pullwidth_d0_vs_eta (TH1F) ──────────────────────────
TH1F::Chi2TestX:0: RuntimeWarning: Both histograms are not unweighted and option UU has been requested
🟡 Chi2Test
✅ KolmogorovTest 1.0 > 0.68
✅ RatioCheck (a/b - 1) / sigma(a/b) > 3 for 0/20 bins, cf. 4.47213595499958
✅ ResidualCheck pull < 3 in 40/40 bins, cf. 6.324555320336759
✅ IntegralTest Intregal: 21.453688502311707+-0.801699993198538 vs. 
21.196037113666534+-0.7786968964912845: (int_a - int_b) / sqrt(sigma(int_a)^2 + 
sigma(int_b)^2) = 0.23 < 3
────────────────────────── pullwidth_d0_vs_pT (TH1F) ───────────────────────────
🟡 Chi2Test
🟡 KolmogorovTest
🟡 RatioCheck
✅ ResidualCheck pull < 3 in 40/40 bins, cf. 6.324555320336759
🟡 IntegralTest
───────────────────────── pullwidth_phi_vs_eta (TH1F) ──────────────────────────
TH1F::Chi2TestX:0: RuntimeWarning: Both histograms are not unweighted and option UU has been requested
🟡 Chi2Test
✅ KolmogorovTest 1.0 > 0.68
✅ RatioCheck (a/b - 1) / sigma(a/b) > 3 for 0/20 bins, cf. 4.47213595499958
✅ ResidualCheck pull < 3 in 40/40 bins, cf. 6.324555320336759
✅ IntegralTest Intregal: 22.840380430221558+-1.2789355497992423 vs. 
22.229346811771393+-1.1709809356354053: (int_a - int_b) / sqrt(sigma(int_a)^2 + 
sigma(int_b)^2) = 0.35 < 4.3
────────────────────────── pullwidth_phi_vs_pT (TH1F) ──────────────────────────
🟡 Chi2Test
🟡 KolmogorovTest
🟡 RatioCheck
✅ ResidualCheck pull < 3 in 40/40 bins, cf. 6.324555320336759
🟡 IntegralTest
───────────────────────── pullwidth_qop_vs_eta (TH1F) ──────────────────────────
TH1F::Chi2TestX:0: RuntimeWarning: Both histograms are not unweighted and option UU has been requested
🟡 Chi2Test
✅ KolmogorovTest 1.0 > 0.68
✅ RatioCheck (a/b - 1) / sigma(a/b) > 3 for 0/20 bins, cf. 4.47213595499958
✅ ResidualCheck pull < 3 in 40/40 bins, cf. 6.324555320336759
✅ IntegralTest Intregal: 22.277458488941193+-1.2678461341389833 vs. 
21.707179248332977+-1.0887304024667237: (int_a - int_b) / sqrt(sigma(int_a)^2 + 
sigma(int_b)^2) = 0.34 < 3
────────────────────────── pullwidth_qop_vs_pT (TH1F) ──────────────────────────
🟡 Chi2Test
🟡 KolmogorovTest
🟡 RatioCheck
✅ ResidualCheck pull < 3 in 40/40 bins, cf. 6.324555320336759
🟡 IntegralTest
────────────────────────── pullwidth_t_vs_eta (TH1F) ───────────────────────────
TH1F::Chi2TestX:0: RuntimeWarning: Both histograms are not unweighted and option UU has been requested
✅ Chi2Test 1.0 > 0.01
✅ KolmogorovTest 1.0 > 0.68
✅ RatioCheck (a/b - 1) / sigma(a/b) > 3 for 0/20 bins, cf. 4.47213595499958
✅ ResidualCheck pull < 3 in 40/40 bins, cf. 6.324555320336759
✅ IntegralTest Intregal: 408.6209182739258+-90.41754892186323 vs. 
408.2589874267578+-88.6479434734181: (int_a - int_b) / sqrt(sigma(int_a)^2 + 
sigma(int_b)^2) = 0.00 < 3
─────────────────────────── pullwidth_t_vs_pT (TH1F) ───────────────────────────
🟡 Chi2Test
🟡 KolmogorovTest
🟡 RatioCheck
✅ ResidualCheck pull < 3 in 40/40 bins, cf. 6.324555320336759
🟡 IntegralTest
──────────────────────── pullwidth_theta_vs_eta (TH1F) ─────────────────────────
TH1F::Chi2TestX:0: RuntimeWarning: Both histograms are not unweighted and option UU has been requested
🟡 Chi2Test
✅ KolmogorovTest 1.0 > 0.68
✅ RatioCheck (a/b - 1) / sigma(a/b) > 3 for 0/20 bins, cf. 4.47213595499958
✅ ResidualCheck pull < 3 in 40/40 bins, cf. 6.324555320336759
✅ IntegralTest Intregal: 22.427113473415375+-1.0019856166840275 vs. 
22.09290075302124+-0.9131073371133545: (int_a - int_b) / sqrt(sigma(int_a)^2 + 
sigma(int_b)^2) = 0.25 < 3
───────────────────────── pullwidth_theta_vs_pT (TH1F) ─────────────────────────
🟡 Chi2Test
🟡 KolmogorovTest
🟡 RatioCheck
✅ ResidualCheck pull < 3 in 40/40 bins, cf. 6.324555320336759
🟡 IntegralTest
────────────────────────── pullwidth_z0_vs_eta (TH1F) ──────────────────────────
TH1F::Chi2TestX:0: RuntimeWarning: Both histograms are not unweighted and option UU has been requested
🟡 Chi2Test
✅ KolmogorovTest 0.9995328707492163 > 0.68
✅ RatioCheck (a/b - 1) / sigma(a/b) > 3 for 0/20 bins, cf. 4.47213595499958
✅ ResidualCheck pull < 3 in 40/40 bins, cf. 6.324555320336759
✅ IntegralTest Intregal: 21.936824142932892+-0.7222137127475776 vs. 
21.888230741024017+-0.762733736520082: (int_a - int_b) / sqrt(sigma(int_a)^2 + 
sigma(int_b)^2) = 0.05 < 3
────────────────────────── pullwidth_z0_vs_pT (TH1F) ───────────────────────────
🟡 Chi2Test
🟡 KolmogorovTest
🟡 RatioCheck
✅ ResidualCheck pull < 3 in 40/40 bins, cf. 6.324555320336759
🟡 IntegralTest
──────────────────────────────── res_d0 (TH1F) ─────────────────────────────────
✅ Chi2Test 1.0 > 0.01
✅ KolmogorovTest 1.0 > 0.68
✅ RatioCheck (a/b - 1) / sigma(a/b) > 3 for 0/84 bins, cf. 9.16515138991168
✅ ResidualCheck pull < 3 in 100/100 bins, cf. 10.0
✅ IntegralTest Intregal: 9629.0+-98.12746812182611 vs. 
9861.0+-99.30256794262674: (int_a - int_b) / sqrt(sigma(int_a)^2 + 
sigma(int_b)^2) = 1.66 < 3
───────────────────────────── res_d0_vs_eta (TH2F) ─────────────────────────────
✅ Chi2Test pX 0.9999994054769713 > 0.01
✅ Chi2Test pY 1.0 > 0.01
✅ KolmogorovTest pX 0.9999963857072959 > 0.68
✅ KolmogorovTest pY 1.0 > 0.68
✅ RatioCheck pX (a/b - 1) / sigma(a/b) > 3 for 0/20 bins, cf. 4.47213595499958
✅ RatioCheck pY (a/b - 1) / sigma(a/b) > 3 for 0/84 bins, cf. 9.16515138991168
✅ ResidualCheck pX pull < 3 in 40/40 bins, cf. 6.324555320336759
✅ ResidualCheck pY pull < 3 in 100/100 bins, cf. 10.0
✅ IntegralTest pX Intregal: 9630.0+-98.13256340277675 vs. 
9863.0+-99.31263766510283: (int_a - int_b) / sqrt(sigma(int_a)^2 + 
sigma(int_b)^2) = 1.67 < 3
✅ IntegralTest pY Intregal: 9629.0+-98.12746812182611 vs. 
9861.0+-99.30256794262674: (int_a - int_b) / sqrt(sigma(int_a)^2 + 
sigma(int_b)^2) = 1.66 < 3
───────────────────────────── res_d0_vs_pT (TH2F) ──────────────────────────────
🟡 Chi2Test pX
✅ Chi2Test pY 1.0 > 0.01
🟡 KolmogorovTest pX
✅ KolmogorovTest pY 1.0 > 0.68
🟡 RatioCheck pX
✅ RatioCheck pY (a/b - 1) / sigma(a/b) > 3 for 0/84 bins, cf. 9.16515138991168
✅ ResidualCheck pX pull < 3 in 40/40 bins, cf. 6.324555320336759
✅ ResidualCheck pY pull < 3 in 100/100 bins, cf. 10.0
🟡 IntegralTest pX
✅ IntegralTest pY Intregal: 9629.0+-98.12746812182611 vs. 
9861.0+-99.30256794262674: (int_a - int_b) / sqrt(sigma(int_a)^2 + 
sigma(int_b)^2) = 1.66 < 3
──────────────────────────────── res_phi (TH1F) ────────────────────────────────
✅ Chi2Test 0.9999999999999981 > 0.01
✅ KolmogorovTest 1.0 > 0.68
✅ RatioCheck (a/b - 1) / sigma(a/b) > 3 for 0/21 bins, cf. 4.58257569495584
✅ ResidualCheck pull < 3 in 100/100 bins, cf. 10.0
✅ IntegralTest Intregal: 9630.0+-98.13256340277675 vs. 
9863.0+-99.31263766510283: (int_a - int_b) / sqrt(sigma(int_a)^2 + 
sigma(int_b)^2) = 1.67 < 3
──────────────────────────── res_phi_vs_eta (TH2F) ─────────────────────────────
✅ Chi2Test pX 0.9999994054769713 > 0.01
✅ Chi2Test pY 0.9999999999999981 > 0.01
✅ KolmogorovTest pX 0.9999963857072959 > 0.68
✅ KolmogorovTest pY 1.0 > 0.68
✅ RatioCheck pX (a/b - 1) / sigma(a/b) > 3 for 0/20 bins, cf. 4.47213595499958
✅ RatioCheck pY (a/b - 1) / sigma(a/b) > 3 for 0/21 bins, cf. 4.58257569495584
✅ ResidualCheck pX pull < 3 in 40/40 bins, cf. 6.324555320336759
✅ ResidualCheck pY pull < 3 in 100/100 bins, cf. 10.0
✅ IntegralTest pX Intregal: 9630.0+-98.13256340277675 vs. 
9863.0+-99.31263766510283: (int_a - int_b) / sqrt(sigma(int_a)^2 + 
sigma(int_b)^2) = 1.67 < 3
✅ IntegralTest pY Intregal: 9630.0+-98.13256340277675 vs. 
9863.0+-99.31263766510283: (int_a - int_b) / sqrt(sigma(int_a)^2 + 
sigma(int_b)^2) = 1.67 < 3
───────────────────────────── res_phi_vs_pT (TH2F) ─────────────────────────────
🟡 Chi2Test pX
✅ Chi2Test pY 0.9999999999999981 > 0.01
🟡 KolmogorovTest pX
✅ KolmogorovTest pY 1.0 > 0.68
🟡 RatioCheck pX
✅ RatioCheck pY (a/b - 1) / sigma(a/b) > 3 for 0/21 bins, cf. 4.58257569495584
✅ ResidualCheck pX pull < 3 in 40/40 bins, cf. 6.324555320336759
✅ ResidualCheck pY pull < 3 in 100/100 bins, cf. 10.0
🟡 IntegralTest pX
✅ IntegralTest pY Intregal: 9630.0+-98.13256340277675 vs. 
9863.0+-99.31263766510283: (int_a - int_b) / sqrt(sigma(int_a)^2 + 
sigma(int_b)^2) = 1.67 < 3
──────────────────────────────── res_qop (TH1F) ────────────────────────────────
✅ Chi2Test 0.9999959445307461 > 0.01
✅ KolmogorovTest 1.0 > 0.68
✅ RatioCheck (a/b - 1) / sigma(a/b) > 3 for 0/6 bins, cf. 2.449489742783178
✅ ResidualCheck pull < 3 in 100/100 bins, cf. 10.0
✅ IntegralTest Intregal: 9630.0+-98.13256340277675 vs. 
9863.0+-99.31263766510283: (int_a - int_b) / sqrt(sigma(int_a)^2 + 
sigma(int_b)^2) = 1.67 < 3
──────────────────────────── res_qop_vs_eta (TH2F) ─────────────────────────────
✅ Chi2Test pX 0.9999994054769713 > 0.01
✅ Chi2Test pY 0.9999959445307461 > 0.01
✅ KolmogorovTest pX 0.9999963857072959 > 0.68
✅ KolmogorovTest pY 1.0 > 0.68
✅ RatioCheck pX (a/b - 1) / sigma(a/b) > 3 for 0/20 bins, cf. 4.47213595499958
✅ RatioCheck pY (a/b - 1) / sigma(a/b) > 3 for 0/6 bins, cf. 2.449489742783178
✅ ResidualCheck pX pull < 3 in 40/40 bins, cf. 6.324555320336759
✅ ResidualCheck pY pull < 3 in 100/100 bins, cf. 10.0
✅ IntegralTest pX Intregal: 9630.0+-98.13256340277675 vs. 
9863.0+-99.31263766510283: (int_a - int_b) / sqrt(sigma(int_a)^2 + 
sigma(int_b)^2) = 1.67 < 3
✅ IntegralTest pY Intregal: 9630.0+-98.13256340277675 vs. 
9863.0+-99.31263766510283: (int_a - int_b) / sqrt(sigma(int_a)^2 + 
sigma(int_b)^2) = 1.67 < 3
───────────────────────────── res_qop_vs_pT (TH2F) ─────────────────────────────
🟡 Chi2Test pX
✅ Chi2Test pY 0.9999959445307461 > 0.01
🟡 KolmogorovTest pX
✅ KolmogorovTest pY 1.0 > 0.68
🟡 RatioCheck pX
✅ RatioCheck pY (a/b - 1) / sigma(a/b) > 3 for 0/6 bins, cf. 2.449489742783178
✅ ResidualCheck pX pull < 3 in 40/40 bins, cf. 6.324555320336759
✅ ResidualCheck pY pull < 3 in 100/100 bins, cf. 10.0
🟡 IntegralTest pX
✅ IntegralTest pY Intregal: 9630.0+-98.13256340277675 vs. 
9863.0+-99.31263766510283: (int_a - int_b) / sqrt(sigma(int_a)^2 + 
sigma(int_b)^2) = 1.67 < 3
───────────────────────────────── res_t (TH1F) ─────────────────────────────────
✅ Chi2Test 1.0 > 0.01
✅ KolmogorovTest 1.0 > 0.68
✅ RatioCheck (a/b - 1) / sigma(a/b) > 3 for 0/97 bins, cf. 9.848857801796104
✅ ResidualCheck pull < 3 in 100/100 bins, cf. 10.0
✅ IntegralTest Intregal: 9626.0+-98.11218069128827 vs. 
9859.0+-99.29249719893241: (int_a - int_b) / sqrt(sigma(int_a)^2 + 
sigma(int_b)^2) = 1.67 < 3
───────────────────────────── res_t_vs_eta (TH2F) ──────────────────────────────
✅ Chi2Test pX 0.9999994054769713 > 0.01
✅ Chi2Test pY 1.0 > 0.01
✅ KolmogorovTest pX 0.9999963857072959 > 0.68
✅ KolmogorovTest pY 1.0 > 0.68
✅ RatioCheck pX (a/b - 1) / sigma(a/b) > 3 for 0/20 bins, cf. 4.47213595499958
✅ RatioCheck pY (a/b - 1) / sigma(a/b) > 3 for 0/97 bins, cf. 9.848857801796104
✅ ResidualCheck pX pull < 3 in 40/40 bins, cf. 6.324555320336759
✅ ResidualCheck pY pull < 3 in 100/100 bins, cf. 10.0
✅ IntegralTest pX Intregal: 9630.0+-98.13256340277675 vs. 
9863.0+-99.31263766510283: (int_a - int_b) / sqrt(sigma(int_a)^2 + 
sigma(int_b)^2) = 1.67 < 3
✅ IntegralTest pY Intregal: 9626.0+-98.11218069128827 vs. 
9859.0+-99.29249719893241: (int_a - int_b) / sqrt(sigma(int_a)^2 + 
sigma(int_b)^2) = 1.67 < 3
────────────────────────────── res_t_vs_pT (TH2F) ──────────────────────────────
🟡 Chi2Test pX
✅ Chi2Test pY 1.0 > 0.01
🟡 KolmogorovTest pX
✅ KolmogorovTest pY 1.0 > 0.68
🟡 RatioCheck pX
✅ RatioCheck pY (a/b - 1) / sigma(a/b) > 3 for 0/97 bins, cf. 9.848857801796104
✅ ResidualCheck pX pull < 3 in 40/40 bins, cf. 6.324555320336759
✅ ResidualCheck pY pull < 3 in 100/100 bins, cf. 10.0
🟡 IntegralTest pX
✅ IntegralTest pY Intregal: 9626.0+-98.11218069128827 vs. 
9859.0+-99.29249719893241: (int_a - int_b) / sqrt(sigma(int_a)^2 + 
sigma(int_b)^2) = 1.67 < 3
─────────────────────────────── res_theta (TH1F) ───────────────────────────────
✅ Chi2Test 1.0 > 0.01
✅ KolmogorovTest 1.0 > 0.68
✅ RatioCheck (a/b - 1) / sigma(a/b) > 3 for 0/84 bins, cf. 9.16515138991168
✅ ResidualCheck pull < 3 in 100/100 bins, cf. 10.0
✅ IntegralTest Intregal: 9630.0+-98.13256340277675 vs. 
9863.0+-99.31263766510283: (int_a - int_b) / sqrt(sigma(int_a)^2 + 
sigma(int_b)^2) = 1.67 < 3
─────────────────────────── res_theta_vs_eta (TH2F) ────────────────────────────
✅ Chi2Test pX 0.9999994054769713 > 0.01
✅ Chi2Test pY 1.0 > 0.01
✅ KolmogorovTest pX 0.9999963857072959 > 0.68
✅ KolmogorovTest pY 1.0 > 0.68
✅ RatioCheck pX (a/b - 1) / sigma(a/b) > 3 for 0/20 bins, cf. 4.47213595499958
✅ RatioCheck pY (a/b - 1) / sigma(a/b) > 3 for 0/84 bins, cf. 9.16515138991168
✅ ResidualCheck pX pull < 3 in 40/40 bins, cf. 6.324555320336759
✅ ResidualCheck pY pull < 3 in 100/100 bins, cf. 10.0
✅ IntegralTest pX Intregal: 9630.0+-98.13256340277675 vs. 
9863.0+-99.31263766510283: (int_a - int_b) / sqrt(sigma(int_a)^2 + 
sigma(int_b)^2) = 1.67 < 3
✅ IntegralTest pY Intregal: 9630.0+-98.13256340277675 vs. 
9863.0+-99.31263766510283: (int_a - int_b) / sqrt(sigma(int_a)^2 + 
sigma(int_b)^2) = 1.67 < 3
──────────────────────────── res_theta_vs_pT (TH2F) ────────────────────────────
🟡 Chi2Test pX
✅ Chi2Test pY 1.0 > 0.01
🟡 KolmogorovTest pX
✅ KolmogorovTest pY 1.0 > 0.68
🟡 RatioCheck pX
✅ RatioCheck pY (a/b - 1) / sigma(a/b) > 3 for 0/84 bins, cf. 9.16515138991168
✅ ResidualCheck pX pull < 3 in 40/40 bins, cf. 6.324555320336759
✅ ResidualCheck pY pull < 3 in 100/100 bins, cf. 10.0
🟡 IntegralTest pX
✅ IntegralTest pY Intregal: 9630.0+-98.13256340277675 vs. 
9863.0+-99.31263766510283: (int_a - int_b) / sqrt(sigma(int_a)^2 + 
sigma(int_b)^2) = 1.67 < 3
──────────────────────────────── res_z0 (TH1F) ─────────────────────────────────
✅ Chi2Test 1.0 > 0.01
✅ KolmogorovTest 1.0 > 0.68
✅ RatioCheck (a/b - 1) / sigma(a/b) > 3 for 0/100 bins, cf. 10.0
✅ ResidualCheck pull < 3 in 100/100 bins, cf. 10.0
✅ IntegralTest Intregal: 6085.0+-78.00640999302557 vs. 
6233.0+-78.94935085230277: (int_a - int_b) / sqrt(sigma(int_a)^2 + 
sigma(int_b)^2) = 1.33 < 3
───────────────────────────── res_z0_vs_eta (TH2F) ─────────────────────────────
✅ Chi2Test pX 0.9999994054769713 > 0.01
✅ Chi2Test pY 1.0 > 0.01
✅ KolmogorovTest pX 0.9999963857072959 > 0.68
✅ KolmogorovTest pY 1.0 > 0.68
✅ RatioCheck pX (a/b - 1) / sigma(a/b) > 3 for 0/20 bins, cf. 4.47213595499958
✅ RatioCheck pY (a/b - 1) / sigma(a/b) > 3 for 0/100 bins, cf. 10.0
✅ ResidualCheck pX pull < 3 in 40/40 bins, cf. 6.324555320336759
✅ ResidualCheck pY pull < 3 in 100/100 bins, cf. 10.0
✅ IntegralTest pX Intregal: 9630.0+-98.13256340277675 vs. 
9863.0+-99.31263766510283: (int_a - int_b) / sqrt(sigma(int_a)^2 + 
sigma(int_b)^2) = 1.67 < 3
✅ IntegralTest pY Intregal: 6085.0+-78.00640999302558 vs. 
6233.0+-78.94935085230276: (int_a - int_b) / sqrt(sigma(int_a)^2 + 
sigma(int_b)^2) = 1.33 < 3
───────────────────────────── res_z0_vs_pT (TH2F) ──────────────────────────────
🟡 Chi2Test pX
✅ Chi2Test pY 1.0 > 0.01
🟡 KolmogorovTest pX
✅ KolmogorovTest pY 1.0 > 0.68
🟡 RatioCheck pX
✅ RatioCheck pY (a/b - 1) / sigma(a/b) > 3 for 0/100 bins, cf. 10.0
✅ ResidualCheck pX pull < 3 in 40/40 bins, cf. 6.324555320336759
✅ ResidualCheck pY pull < 3 in 100/100 bins, cf. 10.0
🟡 IntegralTest pX
✅ IntegralTest pY Intregal: 6085.0+-78.00640999302558 vs. 
6233.0+-78.94935085230276: (int_a - int_b) / sqrt(sigma(int_a)^2 + 
sigma(int_b)^2) = 1.33 < 3
─────────────────────────── resmean_d0_vs_eta (TH1F) ───────────────────────────
🟡 Chi2Test
✅ KolmogorovTest 1.0 > 0.68
✅ RatioCheck (a/b - 1) / sigma(a/b) > 3 for 0/20 bins, cf. 4.47213595499958
✅ ResidualCheck pull < 3 in 40/40 bins, cf. 6.324555320336759
✅ IntegralTest Intregal: 0.08838229568209499+-0.1214900028726387 vs. 
0.057203986958484165+-0.1025356041058306: (int_a - int_b) / sqrt(sigma(int_a)^2 
+ sigma(int_b)^2) = 0.20 < 4
─────────────────────────── resmean_d0_vs_pT (TH1F) ────────────────────────────
🟡 Chi2Test
🟡 KolmogorovTest
🟡 RatioCheck
✅ ResidualCheck pull < 3 in 40/40 bins, cf. 6.324555320336759
🟡 IntegralTest
────────────────────────── resmean_phi_vs_eta (TH1F) ───────────────────────────
🟡 Chi2Test
✅ KolmogorovTest 1.0 > 0.68
✅ RatioCheck (a/b - 1) / sigma(a/b) > 3 for 0/20 bins, cf. 4.47213595499958
✅ ResidualCheck pull < 3 in 40/40 bins, cf. 6.324555320336759
✅ IntegralTest Intregal: -7.977392166225172e-05+-0.00013355260111200048 vs. 
-8.62191245687427e-05+-0.00012984411355375716: (int_a - int_b) / 
sqrt(sigma(int_a)^2 + sigma(int_b)^2) = 0.03 < 3
─────────────────────────── resmean_phi_vs_pT (TH1F) ───────────────────────────
🟡 Chi2Test
🟡 KolmogorovTest
🟡 RatioCheck
✅ ResidualCheck pull < 3 in 40/40 bins, cf. 6.324555320336759
🟡 IntegralTest
────────────────────────── resmean_qop_vs_eta (TH1F) ───────────────────────────
🟡 Chi2Test
✅ KolmogorovTest 1.0 > 0.68
✅ RatioCheck (a/b - 1) / sigma(a/b) > 3 for 0/20 bins, cf. 4.47213595499958
✅ ResidualCheck pull < 3 in 40/40 bins, cf. 6.324555320336759
✅ IntegralTest Intregal: 0.0001977289998649212+-0.0005066626842634297 vs. 
0.0001568666484673964+-0.0005802326710507425: (int_a - int_b) / 
sqrt(sigma(int_a)^2 + sigma(int_b)^2) = 0.05 < 3
─────────────────────────── resmean_qop_vs_pT (TH1F) ───────────────────────────
🟡 Chi2Test
🟡 KolmogorovTest
🟡 RatioCheck
✅ ResidualCheck pull < 3 in 40/40 bins, cf. 6.324555320336759
🟡 IntegralTest
─────────────────────────── resmean_t_vs_eta (TH1F) ────────────────────────────
TH1F::Chi2TestX:0: RuntimeWarning: Both histograms are not unweighted and option UU has been requested
🟡 Chi2Test
✅ KolmogorovTest 1.0 > 0.68
✅ RatioCheck (a/b - 1) / sigma(a/b) > 3 for 0/20 bins, cf. 4.47213595499958
✅ ResidualCheck pull < 3 in 40/40 bins, cf. 6.324555320336759
✅ IntegralTest Intregal: 102.87640661001205+-332.8611068634866 vs. 
181.5732643008232+-292.8937474342556: (int_a - int_b) / sqrt(sigma(int_a)^2 + 
sigma(int_b)^2) = 0.18 < 3
──────────────────────────── resmean_t_vs_pT (TH1F) ────────────────────────────
🟡 Chi2Test
🟡 KolmogorovTest
🟡 RatioCheck
✅ ResidualCheck pull < 3 in 40/40 bins, cf. 6.324555320336759
🟡 IntegralTest
───────────────────────── resmean_theta_vs_eta (TH1F) ──────────────────────────
🟡 Chi2Test
🔴 KolmogorovTest ! 0.6025374147921407 > 0.68
✅ RatioCheck (a/b - 1) / sigma(a/b) > 3 for 0/20 bins, cf. 4.47213595499958
✅ ResidualCheck pull < 3 in 40/40 bins, cf. 6.324555320336759
✅ IntegralTest Intregal: -3.1109821975405794e-05+-0.0003084405054837792 vs. 
6.332214866233699e-05+-0.00029747547577991965: (int_a - int_b) / 
sqrt(sigma(int_a)^2 + sigma(int_b)^2) = 0.22 < 3
────────────────────────── resmean_theta_vs_pT (TH1F) ──────────────────────────
🟡 Chi2Test
🟡 KolmogorovTest
🟡 RatioCheck
✅ ResidualCheck pull < 3 in 40/40 bins, cf. 6.324555320336759
🟡 IntegralTest
─────────────────────────── resmean_z0_vs_eta (TH1F) ───────────────────────────
TH1F::Chi2TestX:0: RuntimeWarning: Both histograms are not unweighted and option UU has been requested
🟡 Chi2Test
✅ KolmogorovTest 1.0 > 0.68
✅ RatioCheck (a/b - 1) / sigma(a/b) > 3 for 0/20 bins, cf. 4.47213595499958
✅ ResidualCheck pull < 3 in 40/40 bins, cf. 6.324555320336759
✅ IntegralTest Intregal: -2.905094435089268+-17.559838599466918 vs. 
-3.665151222841814+-21.971926581238563: (int_a - int_b) / sqrt(sigma(int_a)^2 + 
sigma(int_b)^2) = 0.03 < 3
─────────────────────────── resmean_z0_vs_pT (TH1F) ────────────────────────────
🟡 Chi2Test
🟡 KolmogorovTest
🟡 RatioCheck
✅ ResidualCheck pull < 3 in 40/40 bins, cf. 6.324555320336759
🟡 IntegralTest
────────────────────────── reswidth_d0_vs_eta (TH1F) ───────────────────────────
TH1F::Chi2TestX:0: RuntimeWarning: Both histograms are not unweighted and option UU has been requested
🟡 Chi2Test
✅ KolmogorovTest 1.0 > 0.68
✅ RatioCheck (a/b - 1) / sigma(a/b) > 3 for 0/20 bins, cf. 4.47213595499958
✅ ResidualCheck pull < 3 in 40/40 bins, cf. 6.324555320336759
✅ IntegralTest Intregal: 2.728774443268776+-0.19668064640047833 vs. 
2.664031960070133+-0.17407216722483637: (int_a - int_b) / sqrt(sigma(int_a)^2 + 
sigma(int_b)^2) = 0.25 < 4
─────────────────────────── reswidth_d0_vs_pT (TH1F) ───────────────────────────
🟡 Chi2Test
🟡 KolmogorovTest
🟡 RatioCheck
✅ ResidualCheck pull < 3 in 40/40 bins, cf. 6.324555320336759
🟡 IntegralTest
────────────────────────── reswidth_phi_vs_eta (TH1F) ──────────────────────────
TH1F::Chi2TestX:0: RuntimeWarning: Both histograms are not unweighted and option UU has been requested
🟡 Chi2Test
✅ KolmogorovTest 1.0 > 0.68
✅ RatioCheck (a/b - 1) / sigma(a/b) > 3 for 0/20 bins, cf. 4.47213595499958
✅ ResidualCheck pull < 3 in 40/40 bins, cf. 6.324555320336759
✅ IntegralTest Intregal: 0.008542848838260397+-0.00011340754289488807 vs. 
0.008541906252503395+-0.00010853287702886653: (int_a - int_b) / 
sqrt(sigma(int_a)^2 + sigma(int_b)^2) = 0.01 < 3
────────────────────────── reswidth_phi_vs_pT (TH1F) ───────────────────────────
🟡 Chi2Test
🟡 KolmogorovTest
🟡 RatioCheck
✅ ResidualCheck pull < 3 in 40/40 bins, cf. 6.324555320336759
🟡 IntegralTest
────────────────────────── reswidth_qop_vs_eta (TH1F) ──────────────────────────
TH1F::Chi2TestX:0: RuntimeWarning: Both histograms are not unweighted and option UU has been requested
🟡 Chi2Test
✅ KolmogorovTest 1.0 > 0.68
✅ RatioCheck (a/b - 1) / sigma(a/b) > 3 for 0/20 bins, cf. 4.47213595499958
✅ ResidualCheck pull < 3 in 40/40 bins, cf. 6.324555320336759
✅ IntegralTest Intregal: 0.021670979273039848+-0.004513057818608052 vs. 
0.0216664623003453+-0.004375593731835315: (int_a - int_b) / sqrt(sigma(int_a)^2 
+ sigma(int_b)^2) = 0.00 < 3
────────────────────────── reswidth_qop_vs_pT (TH1F) ───────────────────────────
🟡 Chi2Test
🟡 KolmogorovTest
🟡 RatioCheck
✅ ResidualCheck pull < 3 in 40/40 bins, cf. 6.324555320336759
🟡 IntegralTest
─────────────────────────── reswidth_t_vs_eta (TH1F) ───────────────────────────
TH1F::Chi2TestX:0: RuntimeWarning: Both histograms are not unweighted and option UU has been requested
✅ Chi2Test 0.8363874289629722 > 0.01
✅ KolmogorovTest 1.0 > 0.68
✅ RatioCheck (a/b - 1) / sigma(a/b) > 3 for 0/20 bins, cf. 4.47213595499958
✅ ResidualCheck pull < 3 in 40/40 bins, cf. 6.324555320336759
✅ IntegralTest Intregal: 7019.320129394531+-603.6592066482734 vs. 
6959.221755981445+-505.42019784730735: (int_a - int_b) / sqrt(sigma(int_a)^2 + 
sigma(int_b)^2) = 0.08 < 3
─────────────────────────── reswidth_t_vs_pT (TH1F) ────────────────────────────
🟡 Chi2Test
🟡 KolmogorovTest
🟡 RatioCheck
✅ ResidualCheck pull < 3 in 40/40 bins, cf. 6.324555320336759
🟡 IntegralTest
───────────────────────── reswidth_theta_vs_eta (TH1F) ─────────────────────────
TH1F::Chi2TestX:0: RuntimeWarning: Both histograms are not unweighted and option UU has been requested
🟡 Chi2Test
✅ KolmogorovTest 1.0 > 0.68
✅ RatioCheck (a/b - 1) / sigma(a/b) > 3 for 0/20 bins, cf. 4.47213595499958
✅ ResidualCheck pull < 3 in 40/40 bins, cf. 6.324555320336759
✅ IntegralTest Intregal: 0.02674624093924649+-0.0002685884497680474 vs. 
0.026668626262107864+-0.00025720633601402184: (int_a - int_b) / 
sqrt(sigma(int_a)^2 + sigma(int_b)^2) = 0.21 < 3
───────────────────────── reswidth_theta_vs_pT (TH1F) ──────────────────────────
🟡 Chi2Test
🟡 KolmogorovTest
🟡 RatioCheck
✅ ResidualCheck pull < 3 in 40/40 bins, cf. 6.324555320336759
🟡 IntegralTest
────────────────────────── reswidth_z0_vs_eta (TH1F) ───────────────────────────
TH1F::Chi2TestX:0: RuntimeWarning: Both histograms are not unweighted and option UU has been requested
🟡 Chi2Test
✅ KolmogorovTest 1.0 > 0.68
✅ RatioCheck (a/b - 1) / sigma(a/b) > 3 for 0/20 bins, cf. 4.47213595499958
✅ ResidualCheck pull < 3 in 40/40 bins, cf. 6.324555320336759
✅ IntegralTest Intregal: 42.88694369792938+-8.728329805115566 vs. 
39.63103002309799+-8.800598614193458: (int_a - int_b) / sqrt(sigma(int_a)^2 + 
sigma(int_b)^2) = 0.26 < 3
─────────────────────────── reswidth_z0_vs_pT (TH1F) ───────────────────────────
🟡 Chi2Test
🟡 KolmogorovTest
🟡 RatioCheck
✅ ResidualCheck pull < 3 in 40/40 bins, cf. 6.324555320336759
🟡 IntegralTest
─────────────────────── trackeff_vs_DeltaR (TEfficiency) ───────────────────────
TH1D::Chi2TestX:0: RuntimeWarning: Both histograms are not unweighted and option UU has been requested
🟡 Chi2Test
✅ KolmogorovTest 1.0 > 0.68
✅ RatioCheck (a/b - 1) / sigma(a/b) > 3 for 0/67 bins, cf. 8.18535277187245
✅ ResidualCheck pull < 3 in 100/100 bins, cf. 10.0
✅ IntegralTest Intregal: 32.75+-3.919471052591572 vs. 33.0+-3.9201920898192286:
(int_a - int_b) / sqrt(sigma(int_a)^2 + sigma(int_b)^2) = 0.05 < 3
──────────────────────── trackeff_vs_eta (TEfficiency) ─────────────────────────
TH1D::Chi2TestX:0: RuntimeWarning: Both histograms are not unweighted and option UU has been requested
🟡 Chi2Test
✅ KolmogorovTest 1.0 > 0.68
✅ RatioCheck (a/b - 1) / sigma(a/b) > 3 for 0/20 bins, cf. 4.47213595499958
✅ ResidualCheck pull < 3 in 40/40 bins, cf. 6.324555320336759
✅ IntegralTest Intregal: 9.529048900313056+-2.1818206383336705 vs. 
9.903443780550301+-2.18182578933235: (int_a - int_b) / sqrt(sigma(int_a)^2 + 
sigma(int_b)^2) = 0.12 < 3
───────────────────────── trackeff_vs_pT (TEfficiency) ─────────────────────────
🟡 Chi2Test
🟡 KolmogorovTest
🟡 RatioCheck
✅ ResidualCheck pull < 3 in 40/40 bins, cf. 6.324555320336759
✅ IntegralTest Intregal: 0.0+-3.122498999199199 vs. 0.0+-3.122498999199199: 
(int_a - int_b) / sqrt(sigma(int_a)^2 + sigma(int_b)^2) = 0.00 < 3
──────────────────────── trackeff_vs_phi (TEfficiency) ─────────────────────────
TH1D::Chi2TestX:0: RuntimeWarning: Both histograms are not unweighted and option UU has been requested
🟡 Chi2Test
✅ KolmogorovTest 0.9999999999968628 > 0.68
✅ RatioCheck (a/b - 1) / sigma(a/b) > 3 for 0/100 bins, cf. 10.0
✅ ResidualCheck pull < 3 in 100/100 bins, cf. 10.0
✅ IntegralTest Intregal: 47.63088485202611+-0.37561722707974 vs. 
48.785279201909745+-0.3758791693594601: (int_a - int_b) / sqrt(sigma(int_a)^2 + 
sigma(int_b)^2) = 2.17 < 3
Comparing... ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00
╭──────────────────────────────────────────────────────────────────────────────╮
│                                  ✅ SUCCESS                                  │
│                            98 checked items valid                            │
╰──────────────────────────────────────────────────────────────────────────────╯
Making plots ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:40
+ this_ec=0
+ ec=0
+ '[' 0 -ne 0 ']'
+ echo '"Truth tracking (GX2F)",gx2f,0'
+ echo ::endgroup::
::endgroup::
+ [[ all == \a\l\l ]]
+ Examples/Scripts/vertex_mu_scan.py physmon/performance_vertexing_AMVF_mu1.root physmon/performance_vertexing_AMVF_mu10.root
physmon/performance_vertexing_AMVF_mu100.root physmon/performance_vertexing_AMVF_mu125.root physmon/performance_vertexing_AMVF_mu150.root
physmon/performance_vertexing_AMVF_mu175.root physmon/performance_vertexing_AMVF_mu200.root physmon/performance_vertexing_AMVF_mu25.root
physmon/performance_vertexing_AMVF_mu50.root physmon/performance_vertexing_AMVF_mu75.root physmon/performance_vertexing_Iterative_mu1.root
physmon/performance_vertexing_Iterative_mu10.root physmon/performance_vertexing_Iterative_mu100.root
physmon/performance_vertexing_Iterative_mu125.root physmon/performance_vertexing_Iterative_mu150.root
physmon/performance_vertexing_Iterative_mu175.root physmon/performance_vertexing_Iterative_mu200.root
physmon/performance_vertexing_Iterative_mu25.root physmon/performance_vertexing_Iterative_mu50.root physmon/performance_vertexing_Iterative_mu75.root
physmon/vertexing_mu_scan.pdf
+ rm physmon/performance_vertexing_AMVF_mu1.root physmon/performance_vertexing_AMVF_mu10.root physmon/performance_vertexing_AMVF_mu100.root
physmon/performance_vertexing_AMVF_mu100_time.txt physmon/performance_vertexing_AMVF_mu10_time.txt physmon/performance_vertexing_AMVF_mu125.root
physmon/performance_vertexing_AMVF_mu125_time.txt physmon/performance_vertexing_AMVF_mu150.root physmon/performance_vertexing_AMVF_mu150_time.txt
physmon/performance_vertexing_AMVF_mu175.root physmon/performance_vertexing_AMVF_mu175_time.txt physmon/performance_vertexing_AMVF_mu1_time.txt
physmon/performance_vertexing_AMVF_mu200.root physmon/performance_vertexing_AMVF_mu200_time.txt physmon/performance_vertexing_AMVF_mu25.root
physmon/performance_vertexing_AMVF_mu25_time.txt physmon/performance_vertexing_AMVF_mu50.root physmon/performance_vertexing_AMVF_mu50_time.txt
physmon/performance_vertexing_AMVF_mu75.root physmon/performance_vertexing_AMVF_mu75_time.txt physmon/performance_vertexing_Iterative_mu1.root
physmon/performance_vertexing_Iterative_mu10.root physmon/performance_vertexing_Iterative_mu100.root
physmon/performance_vertexing_Iterative_mu100_time.txt physmon/performance_vertexing_Iterative_mu10_time.txt
physmon/performance_vertexing_Iterative_mu125.root physmon/performance_vertexing_Iterative_mu125_time.txt
physmon/performance_vertexing_Iterative_mu150.root physmon/performance_vertexing_Iterative_mu150_time.txt
physmon/performance_vertexing_Iterative_mu175.root physmon/performance_vertexing_Iterative_mu175_time.txt
physmon/performance_vertexing_Iterative_mu1_time.txt physmon/performance_vertexing_Iterative_mu200.root
physmon/performance_vertexing_Iterative_mu200_time.txt physmon/performance_vertexing_Iterative_mu25.root
physmon/performance_vertexing_Iterative_mu25_time.txt physmon/performance_vertexing_Iterative_mu50.root
physmon/performance_vertexing_Iterative_mu50_time.txt physmon/performance_vertexing_Iterative_mu75.root
physmon/performance_vertexing_Iterative_mu75_time.txt
+ [[ all == \a\l\l ]]
+ simulation fatras
+ suffix=fatras
+ config=CI/physmon/simulation_config.yml
+ Examples/Scripts/generic_plotter.py physmon/particles_fatras.root particles physmon/particles_fatras_hist.root --silent --config
CI/physmon/simulation_config.yml
/builds/acts/ci-bridge/src/Examples/Scripts/generic_plotter.py:92: PydanticDeprecatedSince20: The `parse_obj` method is deprecated; use
`model_validate` instead. Deprecated in Pydantic V2.0 to be removed in V3.0. See Pydantic V2 Migration Guide at
https://errors.pydantic.dev/2.5/migration/
  config = Config.parse_obj(yaml.safe_load(fh))
/builds/acts/ci-bridge/src/Examples/Scripts/generic_plotter.py:115: PydanticDeprecatedSince20: The copy method is deprecated; use `model_copy`
instead. Deprecated in Pydantic V2.0 to be removed in V3.0. See Pydantic V2 Migration Guide at https://errors.pydantic.dev/2.5/migration/
  found = data.copy()
Found HistConfig vx|vy|vz for vx : nbins=100 min=-0.1 max=0.1 label=None
Found HistConfig vx|vy|vz for vy : nbins=100 min=-0.1 max=0.1 label=None
Found HistConfig vx|vy|vz for vz : nbins=100 min=-0.1 max=0.1 label=None
Found HistConfig vz for vz : nbins=100 min=-200.0 max=200.0 label=None
Found HistConfig vt for vt : nbins=100 min=-4.0 max=4.0 label=None
Found HistConfig p|pt for px : nbins=100 min=0.0 max=200.0 label=None
Found HistConfig px|py|pz for px : nbins=100 min=-200.0 max=200.0 label=None
Found HistConfig p|pt for py : nbins=100 min=0.0 max=200.0 label=None
Found HistConfig px|py|pz for py : nbins=100 min=-200.0 max=200.0 label=None
Found HistConfig p|pt for pz : nbins=100 min=0.0 max=200.0 label=None
Found HistConfig px|py|pz for pz : nbins=100 min=-200.0 max=200.0 label=None
Found HistConfig m for m : nbins=100 min=0.0 max=0.15 label=None
Found HistConfig q for q : nbins=100 min=-2.0 max=2.0 label=None
Found HistConfig eta for eta : nbins=100 min=-3.0 max=3.0 label=None
Found HistConfig p|pt for phi : nbins=100 min=0.0 max=200.0 label=None
Found HistConfig phi for phi : nbins=100 min=-4.0 max=4.0 label=None
Found HistConfig p|pt for pt : nbins=100 min=0.0 max=200.0 label=None
Found HistConfig p|pt for p : nbins=100 min=0.0 max=200.0 label=None
Found HistConfig e_loss for e_loss : nbins=20 min=0.0 max=200.0 label=None
Found HistConfig total_x0 for total_x0 : nbins=20 min=0.0 max=3.0 label=None
Found HistConfig total_l0 for total_l0 : nbins=20 min=0.0 max=3.0 label=None
Found HistConfig number_of_hits for number_of_hits : nbins=26 min=0.0 max=25.0 label=None
+ ec=0
+ rm physmon/particles_fatras.root
+ run_histcmp physmon/particles_fatras_hist.root CI/physmon/reference/particles_fatras_hist.root 'Particles fatras' particles_fatras
+ a=physmon/particles_fatras_hist.root
+ b=CI/physmon/reference/particles_fatras_hist.root
+ title='Particles fatras'
+ slug=particles_fatras
+ shift 4
::group::Comparing physmon/particles_fatras_hist.root vs. CI/physmon/reference/particles_fatras_hist.root
+ echo '::group::Comparing physmon/particles_fatras_hist.root vs. CI/physmon/reference/particles_fatras_hist.root'
+ '[' '!' -f physmon/particles_fatras_hist.root ']'
+ '[' '!' -f CI/physmon/reference/particles_fatras_hist.root ']'
+ histcmp physmon/particles_fatras_hist.root CI/physmon/reference/particles_fatras_hist.root --label-reference=reference --label-monitored=monitored '
--title=Particles fatras' -o physmon/particles_fatras.html -p physmon/particles_fatras_plots
╭────────────────────────────── Comparing files: ──────────────────────────────╮
│ Monitored: physmon/particles_fatras_hist.root                                │
│ Reference: CI/physmon/reference/particles_fatras_hist.root                   │
╰──────────────────────────────────────────────────────────────────────────────╯
╭─────────────────────────────── Configuration ────────────────────────────────╮
│ Config(                                                                      │
│     checks={                                                                 │
│         '*': {                                                               │
│             'Chi2Test': {'threshold': 0.01},                                 │
│             'KolmogorovTest': {'threshold': 0.68},                           │
│             'RatioCheck': {'threshold': 3},                                  │
│             'ResidualCheck': {'threshold': 1},                               │
│             'IntegralCheck': {'threshold': 3}                                │
│         }                                                                    │
│     }                                                                        │
│ )                                                                            │
╰──────────────────────────────────────────────────────────────────────────────╯
──────────────────────────────── e_loss (TH1D) ─────────────────────────────────
✅ Chi2Test 1.0 > 0.01
✅ KolmogorovTest 1.0 > 0.68
✅ RatioCheck (a/b - 1) / sigma(a/b) > 3 for 0/20 bins, cf. 4.47213595499958
✅ ResidualCheck pull < 1 in 20/20 bins, cf. 4.47213595499958
✅ IntegralTest Intregal: 2982.0+-54.607691765904185 vs. 
2982.0+-54.607691765904185: (int_a - int_b) / sqrt(sigma(int_a)^2 + 
sigma(int_b)^2) = 0.00 < 3
────────────────────────────────── eta (TH1D) ──────────────────────────────────
✅ Chi2Test 1.0 > 0.01
✅ KolmogorovTest 1.0 > 0.68
✅ RatioCheck (a/b - 1) / sigma(a/b) > 3 for 0/98 bins, cf. 9.899494936611665
✅ ResidualCheck pull < 1 in 100/100 bins, cf. 10.0
✅ IntegralTest Intregal: 3000.0+-54.772255750516614 vs. 
3000.0+-54.772255750516614: (int_a - int_b) / sqrt(sigma(int_a)^2 + 
sigma(int_b)^2) = 0.00 < 3
─────────────────────────────────── m (TH1D) ───────────────────────────────────
✅ Chi2Test 1.0 > 0.01
✅ KolmogorovTest 1.0 > 0.68
✅ RatioCheck (a/b - 1) / sigma(a/b) > 3 for 0/3 bins, cf. 1.7320508075688772
✅ ResidualCheck pull < 1 in 100/100 bins, cf. 10.0
✅ IntegralTest Intregal: 3000.0+-54.772255750516614 vs. 
3000.0+-54.772255750516614: (int_a - int_b) / sqrt(sigma(int_a)^2 + 
sigma(int_b)^2) = 0.00 < 3
──────────────────────────── number_of_hits (TH1D) ─────────────────────────────
✅ Chi2Test 1.0 > 0.01
✅ KolmogorovTest 1.0 > 0.68
✅ RatioCheck (a/b - 1) / sigma(a/b) > 3 for 0/13 bins, cf. 3.605551275463989
✅ ResidualCheck pull < 1 in 26/26 bins, cf. 5.0990195135927845
✅ IntegralTest Intregal: 3000.0+-54.772255750516614 vs. 
3000.0+-54.772255750516614: (int_a - int_b) / sqrt(sigma(int_a)^2 + 
sigma(int_b)^2) = 0.00 < 3
─────────────────────────────────── p (TH1D) ───────────────────────────────────
✅ Chi2Test 1.0 > 0.01
✅ KolmogorovTest 1.0 > 0.68
✅ RatioCheck (a/b - 1) / sigma(a/b) > 3 for 0/100 bins, cf. 10.0
✅ ResidualCheck pull < 1 in 100/100 bins, cf. 10.0
✅ IntegralTest Intregal: 2866.0+-53.53503525729669 vs. 
2866.0+-53.53503525729669: (int_a - int_b) / sqrt(sigma(int_a)^2 + 
sigma(int_b)^2) = 0.00 < 3
────────────────────────────────── phi (TH1D) ──────────────────────────────────
✅ Chi2Test 1.0 > 0.01
✅ KolmogorovTest 1.0 > 0.68
✅ RatioCheck (a/b - 1) / sigma(a/b) > 3 for 0/80 bins, cf. 8.94427190999916
✅ ResidualCheck pull < 1 in 100/100 bins, cf. 10.0
✅ IntegralTest Intregal: 3000.0+-54.772255750516614 vs. 
3000.0+-54.772255750516614: (int_a - int_b) / sqrt(sigma(int_a)^2 + 
sigma(int_b)^2) = 0.00 < 3
────────────────────────────────── pt (TH1D) ───────────────────────────────────
✅ Chi2Test 1.0 > 0.01
✅ KolmogorovTest 1.0 > 0.68
✅ RatioCheck (a/b - 1) / sigma(a/b) > 3 for 0/50 bins, cf. 7.0710678118654755
✅ ResidualCheck pull < 1 in 100/100 bins, cf. 10.0
✅ IntegralTest Intregal: 3000.0+-54.772255750516614 vs. 
3000.0+-54.772255750516614: (int_a - int_b) / sqrt(sigma(int_a)^2 + 
sigma(int_b)^2) = 0.00 < 3
────────────────────────────────── px (TH1D) ───────────────────────────────────
✅ Chi2Test 1.0 > 0.01
✅ KolmogorovTest 1.0 > 0.68
✅ RatioCheck (a/b - 1) / sigma(a/b) > 3 for 0/50 bins, cf. 7.0710678118654755
✅ ResidualCheck pull < 1 in 100/100 bins, cf. 10.0
✅ IntegralTest Intregal: 3000.0+-54.772255750516614 vs. 
3000.0+-54.772255750516614: (int_a - int_b) / sqrt(sigma(int_a)^2 + 
sigma(int_b)^2) = 0.00 < 3
────────────────────────────────── py (TH1D) ───────────────────────────────────
✅ Chi2Test 1.0 > 0.01
✅ KolmogorovTest 1.0 > 0.68
✅ RatioCheck (a/b - 1) / sigma(a/b) > 3 for 0/50 bins, cf. 7.0710678118654755
✅ ResidualCheck pull < 1 in 100/100 bins, cf. 10.0
✅ IntegralTest Intregal: 3000.0+-54.772255750516614 vs. 
3000.0+-54.772255750516614: (int_a - int_b) / sqrt(sigma(int_a)^2 + 
sigma(int_b)^2) = 0.00 < 3
────────────────────────────────── pz (TH1D) ───────────────────────────────────
✅ Chi2Test 1.0 > 0.01
✅ KolmogorovTest 1.0 > 0.68
✅ RatioCheck (a/b - 1) / sigma(a/b) > 3 for 0/98 bins, cf. 9.899494936611665
✅ ResidualCheck pull < 1 in 100/100 bins, cf. 10.0
✅ IntegralTest Intregal: 2949.0+-54.30469592954186 vs. 
2949.0+-54.30469592954186: (int_a - int_b) / sqrt(sigma(int_a)^2 + 
sigma(int_b)^2) = 0.00 < 3
─────────────────────────────────── q (TH1D) ───────────────────────────────────
✅ Chi2Test 1.0 > 0.01
✅ KolmogorovTest 1.0 > 0.68
✅ RatioCheck (a/b - 1) / sigma(a/b) > 3 for 0/2 bins, cf. 1.4142135623730951
✅ ResidualCheck pull < 1 in 100/100 bins, cf. 10.0
✅ IntegralTest Intregal: 3000.0+-54.772255750516614 vs. 
3000.0+-54.772255750516614: (int_a - int_b) / sqrt(sigma(int_a)^2 + 
sigma(int_b)^2) = 0.00 < 3
─────────────────────────────── total_l0 (TH1D) ────────────────────────────────
✅ Chi2Test 1.0 > 0.01
✅ KolmogorovTest 1.0 > 0.68
✅ RatioCheck (a/b - 1) / sigma(a/b) > 3 for 0/15 bins, cf. 3.872983346207417
✅ ResidualCheck pull < 1 in 20/20 bins, cf. 4.47213595499958
✅ IntegralTest Intregal: 2997.0+-54.74486277268398 vs. 
2997.0+-54.74486277268398: (int_a - int_b) / sqrt(sigma(int_a)^2 + 
sigma(int_b)^2) = 0.00 < 3
─────────────────────────────── total_x0 (TH1D) ────────────────────────────────
✅ Chi2Test 1.0 > 0.01
✅ KolmogorovTest 1.0 > 0.68
✅ RatioCheck (a/b - 1) / sigma(a/b) > 3 for 0/18 bins, cf. 4.242640687119285
✅ ResidualCheck pull < 1 in 20/20 bins, cf. 4.47213595499958
✅ IntegralTest Intregal: 2997.0+-54.74486277268398 vs. 
2997.0+-54.74486277268398: (int_a - int_b) / sqrt(sigma(int_a)^2 + 
sigma(int_b)^2) = 0.00 < 3
────────────────────────────────── vt (TH1D) ───────────────────────────────────
✅ Chi2Test 1.0 > 0.01
✅ KolmogorovTest 1.0 > 0.68
✅ RatioCheck (a/b - 1) / sigma(a/b) > 3 for 0/26 bins, cf. 5.0990195135927845
✅ ResidualCheck pull < 1 in 100/100 bins, cf. 10.0
✅ IntegralTest Intregal: 1529.0+-39.102429592034305 vs. 
1529.0+-39.102429592034305: (int_a - int_b) / sqrt(sigma(int_a)^2 + 
sigma(int_b)^2) = 0.00 < 3
────────────────────────────────── vx (TH1D) ───────────────────────────────────
✅ Chi2Test 1.0 > 0.01
✅ KolmogorovTest 1.0 > 0.68
✅ RatioCheck (a/b - 1) / sigma(a/b) > 3 for 0/35 bins, cf. 5.916079783099616
✅ ResidualCheck pull < 1 in 100/100 bins, cf. 10.0
✅ IntegralTest Intregal: 3000.0+-54.772255750516614 vs. 
3000.0+-54.772255750516614: (int_a - int_b) / sqrt(sigma(int_a)^2 + 
sigma(int_b)^2) = 0.00 < 3
────────────────────────────────── vy (TH1D) ───────────────────────────────────
✅ Chi2Test 1.0 > 0.01
✅ KolmogorovTest 1.0 > 0.68
✅ RatioCheck (a/b - 1) / sigma(a/b) > 3 for 0/36 bins, cf. 6.0
✅ ResidualCheck pull < 1 in 100/100 bins, cf. 10.0
✅ IntegralTest Intregal: 3000.0+-54.772255750516614 vs. 
3000.0+-54.772255750516614: (int_a - int_b) / sqrt(sigma(int_a)^2 + 
sigma(int_b)^2) = 0.00 < 3
────────────────────────────────── vz (TH1D) ───────────────────────────────────
✅ Chi2Test 1.0 > 0.01
✅ KolmogorovTest 1.0 > 0.68
✅ RatioCheck (a/b - 1) / sigma(a/b) > 3 for 0/77 bins, cf. 8.774964387392123
✅ ResidualCheck pull < 1 in 100/100 bins, cf. 10.0
✅ IntegralTest Intregal: 3000.0+-54.772255750516614 vs. 
3000.0+-54.772255750516614: (int_a - int_b) / sqrt(sigma(int_a)^2 + 
sigma(int_b)^2) = 0.00 < 3
Comparing...