Merge branch 'percentile-99-9' of https://github.com/niklasf/average into panic
This commit is contained in:
Vinzent Steinberg
commit
57f9d13434
233
src/quantile.rs
233
src/quantile.rs
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@ -217,3 +217,236 @@ fn few_observations() {
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assert_eq!(q.len(), 4);
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assert_eq!(q.quantile(), 2.5);
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}
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#[test]
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fn percentile_99_9() {
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let observations = [20.,20.,27.,28.,28.,34.,32.,32.,34.,33.,32.,30.,32.,30.,35.,27.,33.,26.,33.,26.,35.,32.,37.,
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30.,38.,26.,39.,37.,
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42.,29.,45.,27.,51.,33.,46.,38.,48.,31.,42.,35.,40.,29.,43.,30.,40.,29.,35.,34.,40.,24.,48.,32.,51.,33.,32.,32.,30.,28.,29.,31.,29.,29.,27.,2.,35.,3.,34.,28.,1.,25.,29.,28.,30.,27.,28.,3.,16.,31.,18.,28.,22.,30.,16.,27.,21.,6.,20.,28.,20.,6.,13.,20.,20.,30.,30.,28.,29.,29.,28.,27.,35.,25.,36.,25.,33.,27.,38.,34.,36.,33.,33.,41.,35.,34.,34.,37.,
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5.,31.,39.,34.,35.,41.,29.,39.,30.,37.,
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33.,33.,36.,33.,42.,32.,45.,33.,48.,31.,44.,30.,43.,29.,33.,29.,34.,33.,35.,33.,43.,24.,36.,29.,34.,26.,35.,6.,43.,28.,35.,28.,36.,4.,40.,25.,45.,20.,20.,30.,21.,28.,25.,36.,30.,37.,
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29.,40.,27.,40.,29.,37.,
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30.,40.,32.,45.,30.,42.,35.,44.,35.,38.,36.,37.,
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32.,35.,37.,
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39.,35.,36.,32.,35.,34.,36.,32.,37.,
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30.,27.,27.,42.,26.,39.,24.,42.,28.,43.,24.,44.,27.,40.,31.,29.,21.,28.,21.,38.,22.,35.,27.,25.,21.,30.,1.,30.,17.,26.,18.,28.,18.,2.,18.,30.,17.,30.,16.,28.,16.,28.,22.,26.,21.,23.,20.,20.,30.,21.,38.,23.,37.,
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28.,34.,27.,33.,29.,34.,26.,39.,26.,44.,25.,44.,26.,50.,25.,55.,24.,56.,31.,48.,35.,49.,36.,45.,40.,49.,30.,48.,29.,1.,35.,47.,35.,5.,27.,47.,22.,41.,26.,43.,26.,51.,1.,46.,1.,40.,1.,40.,0.,20.,20.,30.,22.,28.,25.,34.,27.,36.,29.,33.,35.,34.,32.,35.,29.,35.,3.,29.,31.,22.,38.,23.,4.,28.,32.,31.,31.,29.,4.,28.,2.,33.,3.,27.,4.,32.,29.,34.,27.,32.,2.,32.,26.,38.,1.,37.,
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2.,39.,38.,35.,41.,32.,0.,20.,20.,21.,28.,26.,30.,26.,36.,30.,37.,
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32.,40.,37.,
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41.,40.,36.,40.,38.,42.,42.,42.,46.,39.,43.,38.,48.,36.,51.,36.,48.,41.,46.,42.,46.,40.,40.,45.,37.,
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37.,
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40.,40.,36.,44.,42.,37.,
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37.,
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37.,
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39.,40.,37.,
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37.,
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28.,31.,28.,27.,33.,32.,4.,26.,34.,20.,20.,31.,28.,29.,47.,32.,31.,30.,32.,37.,
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33.,44.,35.,48.,33.,43.,28.,36.,30.,40.,33.,41.,33.,20.,20.,30.,30.,33.,28.,36.,36.,30.,7.,31.,5.,29.,35.,33.,33.,35.,34.,10.,38.,46.,44.,40.,39.,38.,43.,32.,39.,41.,40.,41.,39.,44.,44.,41.,43.,30.,27.,40.,26.,37.,
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27.,36.,29.,35.,27.,40.,28.,39.,28.,38.,29.,28.,23.,33.,23.,33.,23.,35.,25.,36.,24.,34.,20.,32.,18.,29.,21.,6.,15.,20.,8.,20.,5.,6.,6.,17.,4.,2.,7.,5.,7.,17.,3.,19.,6.,19.,5.,12.,4.,13.,2.,29.,3.,31.,0.,20.,20.,22.,19.,30.,26.,24.,26.,23.,26.,20.,27.,35.,3.,34.,33.,35.,29.,43.,28.,53.,29.,51.,0.,20.,20.,31.,28.,29.,47.,32.,39.,33.,39.,36.,42.,33.,43.,34.,45.,32.,48.,32.,47.,33.,49.,29.,50.,30.,48.,33.,45.,40.,43.,36.,43.,36.,42.,36.,47.,40.,46.,40.,46.,39.,41.,38.,37.,
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47.,4.,49.,40.,39.,3.,41.,1.,37.,
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3.,41.,6.,41.,36.,36.,40.,41.,39.,40.,45.,34.,30.,25.,31.,27.,29.,23.,26.,18.,25.,18.,20.,20.,30.,20.,31.,29.,29.,33.,37.,
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34.,37.,
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37.,
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33.,35.,37.,
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39.,35.,31.,29.,33.,34.,32.,37.,
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31.,36.,37.,
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35.,42.,36.,40.,29.,29.,27.,30.,29.,30.,4.,33.,24.,37.,
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28.,32.,25.,30.,27.,5.,29.,24.,21.,27.,25.,5.,20.,20.,11.,22.,15.,21.,22.,19.,20.,17.,20.,23.,24.,5.,26.,14.,24.,16.,20.,18.,4.,18.,14.,4.,20.,20.,20.,28.,24.,29.,30.,29.,35.,27.,36.,32.,34.,34.,31.,33.,31.,38.,31.,36.,30.,38.,31.,37.,
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36.,31.,36.,36.,38.,38.,40.,36.,43.,28.,49.,35.,35.,37.,
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40.,38.,5.,41.,38.,41.,39.,39.,40.,31.,38.,29.,39.,31.,37.,
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33.,37.,
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||||
32.,33.,34.,3.,28.,27.,29.,30.,32.,29.,26.,28.,25.,27.,21.,33.,19.,26.,16.,27.,15.,26.,16.,24.,17.,27.,18.,22.,11.,18.,4.,22.,12.,19.,10.,22.,8.,24.,8.,20.,9.,18.,7.,23.,9.,19.,8.,21.,8.,21.,8.,22.,5.,22.,5.,25.,5.,24.,5.,26.,5.,20.,20.,29.,29.,31.,27.,33.,29.,31.,28.,42.,36.,38.,37.,
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30.,43.,31.,41.,29.,34.,25.,35.,30.,37.,
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||||
32.,39.,32.,36.,31.,39.,33.,36.,36.,31.,43.,34.,41.,2.,45.,2.,38.,30.,45.,37.,
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||||
42.,39.,39.,41.,40.,39.,39.,41.,39.,36.,41.,40.,40.,39.,40.,37.,
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||||
47.,1.,30.,26.,29.,27.,35.,3.,32.,22.,26.,22.,29.,20.,28.,2.,33.,2.,33.,21.,36.,2.,34.,20.,31.,21.,29.,23.,6.,22.,24.,20.,23.,20.,22.,15.,27.,14.,20.,20.,27.,27.,26.,33.,25.,31.,29.,32.,32.,30.,34.,32.,39.,37.,
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||||
34.,38.,35.,35.,40.,3.,33.,40.,39.,3.,28.,41.,34.,39.,28.,30.,28.,26.,18.,34.,17.,33.,22.,39.,19.,37.,
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30.,28.,33.,33.,31.,38.,29.,33.,29.,31.,37.,
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||||
22.,38.,21.,3.,28.,38.,33.,30.,28.,32.,25.,27.,23.,23.,23.,20.,23.,22.,20.,24.,22.,22.,22.,22.,20.,18.,25.,21.,26.,21.,24.,20.,22.,12.,29.,12.,29.,16.,23.,10.,19.,13.,8.,18.,20.,19.,22.,3.,30.,4.,30.,22.,5.,25.,29.,6.,27.,8.,18.,8.,17.,6.,16.,7.,16.,3.,14.,3.,9.,8.,20.,20.,27.,28.,30.,30.,33.,35.,38.,37.,
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41.,1.,28.,29.,4.,27.,29.,24.,31.,30.,35.,30.,43.,38.,50.,8.,51.,4.,55.,40.,7.,45.,51.,42.,52.,44.,5.,38.,41.,40.,45.,42.,37.,
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34.,7.,34.,42.,2.,34.,26.,36.,17.,29.,16.,30.,15.,26.,7.,27.,7.,27.,20.,20.,29.,29.,33.,38.,37.,
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||||
41.,40.,40.,43.,36.,39.,28.,46.,28.,38.,29.,39.,36.,40.,31.,38.,32.,37.,
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||||
30.,36.,32.,37.,
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||||
34.,36.,39.,35.,34.,33.,33.,25.,30.,5.,25.,6.,25.,24.,23.,28.,20.,31.,6.,23.,24.,22.,22.,22.,23.,26.,21.,24.,21.,27.,17.,28.,20.,28.,21.,26.,26.,22.,25.,22.,21.,4.,17.,21.,6.,20.,18.,12.,3.,13.,10.,14.,12.,14.,3.,12.,7.,14.,11.,17.,15.,16.,11.,15.,6.,15.,6.,31.,4.,20.,20.,30.,21.,33.,30.,31.,29.,26.,31.,26.,34.,33.,40.,32.,44.,32.,47.,29.,44.,28.,46.,28.,51.,35.,51.,34.,45.,31.,48.,37.,
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||||
43.,32.,41.,32.,34.,33.,31.,31.,33.,37.,
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||||
38.,33.,25.,29.,34.,25.,24.,21.,31.,21.,29.,24.,24.,17.,20.,17.,16.,22.,16.,23.,19.,24.,15.,20.,17.,20.,20.,19.,16.,20.,19.,17.,18.,19.,20.,18.,22.,17.,23.,17.,20.,15.,6.,16.,4.,15.,16.,1.,16.,0.,20.,20.,29.,29.,27.,30.,32.,24.,25.,35.,33.,34.,30.,30.,24.,31.,26.,32.,27.,32.,26.,28.,26.,30.,38.,30.,36.,35.,38.,33.,34.,34.,37.,
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||||
34.,35.,35.,37.,
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||||
32.,34.,30.,5.,37.,
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||||
32.,39.,29.,38.,33.,35.,35.,38.,30.,39.,27.,34.,31.,39.,30.,31.,21.,30.,22.,27.,24.,28.,26.,32.,29.,32.,33.,29.,34.,27.,34.,25.,34.,20.,42.,20.,41.,19.,42.,21.,44.,24.,43.,21.,42.,14.,40.,4.,41.,21.,40.,20.,42.,12.,36.,16.,34.,15.,20.,20.,30.,22.,28.,27.,37.,
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25.,41.,34.,40.,35.,40.,33.,7.,34.,41.,33.,48.,31.,47.,39.,51.,32.,47.,30.,44.,30.,34.,29.,43.,34.,41.,44.,41.,46.,32.,40.,34.,40.,34.,41.,32.,41.,32.,37.,
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35.,32.,29.,30.,26.,22.,26.,25.,15.,19.,15.,19.,14.,17.,16.,17.,17.,22.,1.,39.,3.,33.,20.,20.,28.,21.,38.,23.,40.,21.,39.,22.,34.,27.,35.,24.,38.,24.,39.,25.,36.,25.,34.,27.,33.,34.,33.,25.,24.,26.,26.,24.,25.,24.,1.,22.,36.,22.,37.,
|
||||
22.,38.,17.,40.,16.,33.,17.,33.,16.,37.,
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||||
16.,35.,15.,36.,19.,29.,21.,30.,16.,30.,3.,39.,9.,3.,5.,35.,5.,38.,0.,20.,20.,20.,21.,21.,27.,26.,26.,36.,30.,37.,
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27.,37.,
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28.,37.,
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||||
28.,41.,34.,38.,36.,44.,38.,44.,31.,38.,29.,39.,35.,41.,40.,40.,42.,40.,38.,35.,40.,40.,39.,32.,41.,34.,38.,30.,37.,
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||||
34.,44.,33.,41.,36.,40.,38.,38.,40.,45.,39.,48.,38.,47.,36.,43.,34.,40.,39.,36.,35.,38.,38.,2.,39.,1.,23.,33.,1.,20.,20.,30.,22.,28.,30.,37.,
|
||||
28.,42.,31.,43.,30.,42.,30.,43.,29.,45.,31.,41.,32.,42.,29.,40.,33.,41.,30.,37.,
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||||
32.,47.,35.,43.,34.,45.,32.,36.,38.,33.,37.,
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||||
34.,39.,38.,35.,38.,1.,37.,
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||||
38.,33.,36.,38.,40.,42.,2.,44.,4.,39.,3.,20.,20.,29.,29.,28.,38.,27.,48.,30.,42.,32.,43.,33.,36.,40.,42.,38.,46.,38.,38.,41.,38.,47.,3.,47.,41.,47.,44.,2.,44.,48.,42.,50.,42.,49.,42.,54.,52.,50.,51.,34.,49.,28.,55.,2.,48.,3.,42.,2.,37.,
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||||
12.,44.,12.,38.,12.,37.,
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2.,37.,
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||||
0.,20.,20.,30.,19.,38.,29.,36.,30.,37.,
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||||
29.,33.,31.,33.,29.,38.,36.,36.,33.,30.,30.,38.,35.,30.,35.,33.,36.,36.,37.,
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||||
40.,33.,37.,
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||||
27.,37.,
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||||
27.,37.,
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||||
33.,44.,39.,45.,40.,44.,41.,49.,40.,48.,3.,43.,0.,20.,20.,27.,28.,30.,34.,5.,37.,
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||||
30.,37.,
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||||
26.,45.,6.,38.,36.,37.,
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||||
34.,31.,34.,31.,37.,
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||||
32.,33.,28.,40.,29.,42.,38.,38.,42.,37.,
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||||
40.,39.,36.,40.,32.,43.,31.,41.,36.,36.,39.,37.,
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||||
39.,4.,33.,39.,31.,38.,32.,45.,38.,29.,27.,30.,28.,30.,32.,28.,37.,
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||||
28.,30.,27.,31.,28.,20.,20.,30.,27.,34.,28.,42.,28.,38.,31.,26.,32.,33.,32.,31.,31.,32.,26.,33.,35.,28.,43.,27.,39.,3.,45.,3.,44.,20.,20.,30.,19.,39.,22.,40.,20.,41.,26.,36.,35.,43.,33.,40.,29.,38.,28.,31.,28.,4.,23.,35.,28.,35.,34.,33.,42.,34.,40.,36.,42.,28.,43.,37.,
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||||
42.,38.,40.,34.,39.,35.,36.,33.,39.,34.,33.,33.,34.,33.,34.,31.,29.,15.,30.,14.,25.,14.,21.,19.,22.,19.,17.,23.,1.,23.,14.,17.,13.,17.,10.,17.,8.,16.,9.,17.,12.,17.,12.,17.,11.,20.,14.,19.,5.,19.,20.,20.,30.,22.,28.,29.,32.,31.,33.,29.,34.,31.,31.,32.,34.,35.,33.,36.,32.,36.,32.,36.,31.,30.,30.,34.,34.,35.,44.,36.,47.,41.,42.,38.,38.,33.,37.,
|
||||
35.,37.,
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||||
36.,2.,45.,39.,47.,38.,41.,43.,42.,41.,43.,33.,3.,32.,42.,32.,45.,28.,4.,39.,40.,31.,47.,20.,39.,14.,27.,17.,27.,18.,26.,17.,32.,3.,32.,17.,20.,20.,29.,29.,27.,31.,33.,36.,36.,32.,40.,32.,41.,37.,
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||||
43.,38.,46.,33.,41.,31.,41.,36.,43.,32.,42.,37.,
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||||
41.,34.,36.,55.,31.,49.,32.,43.,33.,42.,30.,43.,32.,42.,4.,47.,3.,46.,38.,2.,37.,
|
||||
44.,38.,43.,4.,41.,35.,41.,23.,25.,17.,25.,23.,29.,29.,25.,26.,28.,26.,26.,25.,26.,29.,5.,29.,28.,27.,32.,25.,33.,25.,35.,20.,34.,22.,36.,20.,23.,13.,25.,16.,22.,12.,4.,15.,19.,15.,21.,11.,19.,12.,20.,20.,29.,29.,33.,32.,33.,33.,34.,28.,41.,28.,37.,
|
||||
29.,45.,28.,41.,30.,37.,
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||||
30.,31.,36.,30.,35.,36.,27.,36.,25.,38.,20.,20.,20.,30.,22.,28.,30.,36.,32.,8.,39.,34.,45.,35.,49.,37.,
|
||||
51.,32.,46.,39.,4.,51.,30.,33.,28.,32.,23.,41.,3.,37.,
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||||
24.,34.,24.,33.,25.,27.,25.,31.,23.,30.,26.,27.,32.,28.,31.,29.,33.,29.,37.,
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||||
29.,37.,
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||||
25.,44.,26.,41.,20.,32.,17.,32.,22.,30.,23.,26.,24.,5.,23.,18.,29.,17.,5.,22.,6.,22.,27.,26.,24.,21.,28.,22.,30.,5.,31.,20.,22.,20.,32.,13.,27.,15.,29.,13.,5.,19.,24.,14.,28.,14.,28.,2.,28.,16.,6.,16.,3.,16.,6.,16.,18.,14.,2.,21.,17.,21.,24.,20.,18.,18.,4.,18.,7.,18.,20.,20.,28.,22.,32.,33.,33.,42.,34.,40.,35.,35.,29.,3.,30.,36.,26.,35.,30.,39.,28.,36.,24.,4.,20.,20.,21.,28.,26.,30.,26.,31.,37.,
|
||||
33.,38.,31.,38.,32.,38.,29.,44.,30.,42.,28.,39.,32.,40.,32.,45.,37.,
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||||
41.,28.,49.,31.,47.,35.,45.,33.,49.,32.,43.,34.,44.,32.,46.,40.,48.,39.,6.,31.,39.,25.,39.,23.,39.,20.,36.,22.,37.,
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||||
18.,31.,19.,37.,
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||||
1.,35.,20.,37.,
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||||
27.,35.,34.,33.,33.,38.,30.,26.,39.,28.,32.,33.,30.,29.,36.,16.,27.,20.,20.,29.,29.,27.,31.,28.,29.,34.,2.,26.,4.,31.,27.,34.,36.,34.,49.,40.,33.,26.,31.,29.,32.,20.,35.,22.,32.,25.,36.,30.,32.,36.,5.,36.,26.,31.,34.,3.,29.,28.,29.,22.,33.,24.,29.,25.,5.,22.,19.,26.,19.,24.,18.,27.,17.,4.,23.,24.,16.,31.,14.,29.,1.,30.,15.,5.,14.,6.,14.,20.,13.,4.,18.,23.,13.,22.,16.,9.,21.,13.,20.,5.,7.,12.,11.,12.,11.,12.,9.,10.,9.,10.,9.,10.,10.,9.,9.,8.,6.,10.,6.,26.,6.,27.,5.,30.,8.,29.,3.,31.,7.,20.,20.,27.,27.,33.,30.,37.,
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26.,20.,20.,29.,29.,32.,31.,33.,29.,32.,32.,31.,32.,31.,32.,31.,33.,27.,32.,29.,32.,28.,31.,29.,31.,32.,32.,31.,32.,33.,30.,33.,33.,36.,33.,36.,33.,35.,34.,31.,36.,35.,34.,3.,30.,27.,33.,28.,41.,26.,41.,26.,44.,27.,43.,30.,40.,28.,37.,
|
||||
30.,33.,30.,34.,33.,36.,34.,1.,35.,3.,36.,20.,20.,30.,22.,28.,24.,37.,
|
||||
28.,39.,26.,37.,
|
||||
33.,40.,36.,43.,38.,44.,35.,41.,32.,45.,29.,46.,28.,49.,29.,46.,32.,52.,33.,45.,35.,42.,35.,42.,35.,37.,
|
||||
36.,41.,32.,38.,30.,43.,29.,39.,30.,43.,5.,42.,33.,42.,7.,46.,4.,45.,27.,40.,1.,20.,20.,21.,30.,25.,33.,27.,34.,29.,33.,35.,33.,33.,33.,33.,32.,41.,33.,38.,33.,42.,31.,44.,33.,35.,40.,35.,33.,39.,35.,39.,35.,6.,35.,33.,39.,36.,34.,50.,30.,53.,38.,38.,39.,3.,33.,38.,33.,34.,32.,33.,24.,33.,20.,20.,30.,21.,38.,25.,39.,32.,43.,33.,40.,32.,42.,29.,39.,29.,42.,30.,38.,30.,38.,28.,37.,
|
||||
31.,40.,37.,
|
||||
36.,32.,38.,35.,42.,35.,40.,33.,42.,29.,45.,31.,38.,3.,43.,2.,46.,35.,41.,34.,45.,40.,48.,3.,51.,2.,43.,2.,54.,25.,58.,2.,53.,1.,51.,0.,20.,20.,21.,27.,21.,37.,
|
||||
30.,37.,
|
||||
34.,37.,
|
||||
31.,40.,32.,42.,33.,46.,30.,38.,28.,35.,26.,31.,26.,36.,27.,34.,30.,35.,25.,31.,23.,34.,1.,35.,26.,32.,38.,39.,33.,38.,40.,32.,2.,34.,1.,32.,0.,20.,20.,28.,22.,30.,23.,33.,26.,40.,34.,37.,
|
||||
36.,35.,30.,37.,
|
||||
28.,40.,29.,39.,28.,43.,28.,41.,27.,41.,29.,38.,34.,40.,38.,33.,40.,33.,46.,35.,44.,35.,43.,33.,41.,32.,37.,
|
||||
34.,43.,32.,41.,34.,43.,36.,41.,32.,45.,30.,46.,37.,
|
||||
6.,41.,2.,43.,5.,23.,32.,3.,28.,23.,25.,1.,19.,13.,15.,24.,15.,20.,20.,28.,27.,31.,33.,33.,1.,25.,32.,4.,35.,24.,35.,26.,38.,29.,3.,28.,38.,1.,40.,25.,42.,26.,34.,31.,40.,28.,41.,20.,20.,30.,30.,38.,32.,37.,
|
||||
5.,40.,29.,41.,31.,35.,28.,32.,23.,29.,28.,28.,30.,30.,35.,41.,33.,41.,33.,40.,28.,45.,32.,42.,33.,38.,34.,39.,26.,38.,32.,38.,36.,32.,36.,31.,39.,32.,32.,32.,33.,32.,34.,24.,2.,20.,33.,2.,28.,5.,35.,3.,29.,5.,33.,3.,35.,2.,41.,20.,20.,29.,29.,39.,31.,44.,39.,37.,
|
||||
37.,
|
||||
44.,41.,45.,34.,46.,40.,43.,46.,38.,44.,42.,42.,40.,43.,43.,46.,32.,20.,20.,31.,28.,29.,47.,5.,43.,20.,45.,27.,41.,34.,38.,41.,34.,42.,36.,42.,24.,35.,25.,36.,27.,34.,31.,33.,33.,34.,36.,38.,34.,37.,
|
||||
33.,31.,28.,32.,33.,32.,37.,
|
||||
30.,40.,34.,38.,2.,31.,38.,0.,20.,20.,29.,29.,31.,25.,42.,26.,45.,30.,45.,31.,45.,31.,38.,32.,40.,27.,41.,27.,43.,26.,40.,22.,39.,28.,36.,37.,
|
||||
34.,38.,32.,30.,32.,30.,31.,31.,30.,33.,31.,33.,34.,39.,32.,1.,31.,32.,30.,29.,24.,25.,22.,34.,4.,34.,28.,29.,4.,35.,30.,25.,21.,19.,21.,17.,19.,16.,17.,15.,14.,19.,15.,18.,14.,21.,5.,27.,10.,25.,11.,24.,16.,1.,13.,35.,4.,42.,0.,20.,20.,21.,27.,27.,28.,37.,
|
||||
25.,31.,27.,31.,29.,38.,33.,38.,32.,36.,34.,33.,33.,33.,36.,30.,32.,34.,36.,33.,40.,38.,43.,35.,36.,40.,31.,35.,47.,35.,44.,34.,42.,32.,40.,30.,38.,32.,36.,33.,39.,18.,34.,21.,34.,3.,34.,21.,33.,20.,20.,30.,22.,28.,29.,30.,33.,38.,31.,43.,34.,48.,31.,44.,31.,44.,34.,45.,37.,
|
||||
52.,36.,49.,34.,46.,38.,48.,39.,43.,43.,40.,27.,31.,35.,33.,36.,22.,34.,31.,33.,34.,24.,30.,25.,34.,23.,23.,23.,24.,32.,21.,32.,18.,32.,24.,31.,23.,31.,3.,20.,20.,30.,21.,38.,23.,39.,25.,32.,26.,30.,29.,28.,31.,34.,29.,36.,36.,32.,35.,34.,33.,32.,36.,40.,38.,33.,42.,37.,
|
||||
38.,42.,37.,
|
||||
45.,38.,42.,39.,43.,41.,36.,45.,26.,20.,20.,31.,28.,29.,47.,32.,39.,33.,42.,39.,42.,35.,43.,37.,
|
||||
33.,39.,30.,37.,
|
||||
36.,38.,35.,37.,
|
||||
37.,
|
||||
38.,46.,36.,41.,36.,50.,33.,42.,41.,20.,20.,22.,29.,24.,32.,24.,25.,32.,35.,33.,46.,26.,27.,27.,30.,21.,23.,21.,29.,22.,28.,26.,26.,24.,25.,24.,23.,23.,22.,26.,27.,28.,24.,32.,26.,32.,26.,26.,27.,25.,30.,25.,7.,28.,30.,31.,31.,31.,31.,29.,32.,29.,37.,
|
||||
5.,38.,2.,37.,
|
||||
2.,37.,
|
||||
35.,37.,
|
||||
34.,35.,38.,38.,34.,2.,42.,29.,2.,27.,42.,21.,45.,3.,39.,4.,42.,17.,43.,2.,41.,15.,7.,13.,4.,20.,20.,29.,30.,38.,31.,37.,
|
||||
30.,37.,
|
||||
31.,38.,28.,32.,31.,31.,32.,31.,25.,32.,27.,29.,25.,28.,28.,33.,25.,34.,27.,29.,33.,28.,27.,26.,32.,31.,33.,33.,36.,32.,36.,34.,35.,35.,33.,32.,38.,30.,41.,22.,41.,4.,39.,23.,28.,17.,32.,3.,37.,
|
||||
18.,36.,21.,42.,5.,43.,22.,41.,17.,24.,4.,26.,14.,23.,17.,20.,17.,21.,20.,24.,24.,23.,23.,6.,24.,16.,20.,20.,20.,33.,5.,31.,1.,20.,20.,29.,30.,38.,30.,37.,
|
||||
28.,43.,34.,38.,37.,
|
||||
35.,30.,43.,26.,45.,27.,49.,30.,48.,24.,41.,21.,43.,21.,43.,19.,41.,20.,39.,18.,42.,29.,36.,32.,37.,
|
||||
32.,41.,28.,47.,23.,45.,22.,48.,21.,43.,22.,36.,29.,36.,25.,33.,1.,26.,1.,31.,21.,1.,19.,27.,21.,26.,28.,27.,28.,27.,30.,4.,26.,4.,28.,22.,26.,3.,28.,5.,27.,5.,29.,5.,23.,2.,24.,4.,26.,2.,24.,4.,26.,22.,24.,18.,3.,27.,25.,4.,27.,7.,24.,7.,24.,6.,27.,4.,26.,27.,24.,3.,23.,4.,20.,3.,16.,4.,24.,3.,16.,4.,24.,3.,16.,20.,20.,27.,28.,30.,34.,33.,32.,38.,37.,
|
||||
33.,32.,33.,27.,33.,24.,37.,
|
||||
25.,44.,27.,45.,26.,45.,27.,42.,26.,41.,32.,38.,32.,41.,32.,41.,42.,50.,20.,20.,29.,30.,29.,30.,36.,29.,43.,30.,54.,34.,54.,33.,48.,31.,48.,39.,48.,45.,48.,3.,55.,20.,20.,28.,30.,30.,34.,24.,32.,31.,33.,27.,30.,37.,
|
||||
29.,38.,31.,34.,33.,41.,36.,41.,39.,1.,30.,34.,30.,26.,34.,30.,33.,5.,33.,29.,34.,33.,39.,2.,33.,8.,39.,25.,39.,3.,32.,13.,21.,17.,21.,17.,22.,17.,25.,17.,20.,9.,23.,10.,23.,11.,24.,8.,27.,2.,26.,7.,24.,10.,24.,8.,24.,7.,26.,7.,23.,5.,24.,6.,26.,6.,27.,3.,24.,6.,25.,8.,25.,5.,7.,4.,21.,7.,26.,8.,27.,7.,31.,2.,44.,5.,39.,7.,41.,4.,41.,3.,39.,0.,20.,20.,28.,30.,38.,32.,36.,34.,37.,
|
||||
24.,36.,38.,35.,37.,
|
||||
34.,32.,30.,34.,33.,31.,35.,29.,34.,36.,27.,33.,27.,37.,
|
||||
29.,45.,35.,42.,33.,40.,33.,39.,37.,
|
||||
37.,
|
||||
36.,34.,37.,
|
||||
33.,34.,38.,37.,
|
||||
33.,34.,38.,40.,34.,37.,
|
||||
38.,32.,37.,
|
||||
27.,28.,3.,33.,30.,3.,25.,3.,27.,6.,25.,25.,2.,27.,2.,24.,2.,26.,27.,2.,30.,4.,32.,3.,30.,2.,30.,3.,22.,5.,27.,33.,18.,29.,20.,28.,2.,21.,3.,27.,19.,28.,21.,39.,1.,29.,0.,20.,20.,30.,30.,38.,31.,39.,35.,40.,33.,40.,34.,40.,38.,43.,37.,
|
||||
38.,33.,34.,30.,43.,28.,47.,29.,42.,28.,40.,30.,40.,26.,37.,
|
||||
33.,36.,32.,2.,26.,36.,31.,40.,36.,38.,33.,36.,31.,35.,31.,42.,30.,40.,26.,35.,27.,35.,27.,39.,26.,36.,26.,33.,26.,29.,28.,29.,33.,28.,32.,29.,32.,30.,31.,29.,32.,27.,38.,25.,38.,27.,38.,30.,39.,28.,37.,
|
||||
36.,41.,35.,37.,
|
||||
35.,30.,34.,34.,27.,24.,27.,22.,24.,20.,22.,24.,26.,8.,29.,21.,27.,20.,20.,30.,30.,38.,31.,36.,35.,34.,34.,35.,31.,32.,34.,33.,36.,34.,36.,37.,
|
||||
28.,36.,30.,33.,26.,32.,25.,32.,26.,28.,28.,34.,25.,34.,29.,37.,
|
||||
23.,49.,1.,48.,1.,45.,4.,46.,3.,38.,20.,39.,23.,39.,3.,42.,29.,41.,2.,41.,28.,43.,32.,36.,5.,35.,35.,31.,6.,32.,4.,29.,43.,26.,45.,4.,50.,3.,43.,27.,40.,28.,4.,28.,38.,25.,34.,27.,33.,28.,3.,21.,27.,28.,4.,28.,25.,25.,23.,28.,27.,29.,18.,24.,26.,27.,5.,21.,24.,24.,27.,21.,26.,19.,3.,17.,6.,19.,19.,1.,30.,2.,36.,1.,31.,1.,29.,2.,20.,20.,21.,30.,27.,33.,28.,32.,32.,33.,32.,34.,30.,36.,32.,35.,35.,37.,
|
||||
29.,40.,6.,46.,32.,51.,7.,53.,45.,47.,43.,44.,39.,0.,20.,20.,29.,29.,27.,27.,29.,29.,37.,
|
||||
29.,36.,36.,30.,47.,28.,40.,36.,43.,37.,
|
||||
40.,36.,36.,35.,37.,
|
||||
36.,34.,35.,41.,42.,38.,39.,34.,44.,34.,38.,45.,43.,35.,44.,42.,44.,42.,43.,45.,36.,45.,34.,43.,35.,38.,38.,33.,42.,28.,27.,1.,29.,27.,28.,29.,20.,26.,13.,41.,18.,33.,3.,37.,
|
||||
17.,29.,2.,23.,14.,26.,14.,30.,15.,29.,14.,27.,10.,27.,14.,26.,12.,3.,12.,21.,2.,24.,13.,26.,12.,23.,14.,19.,1.,9.,5.,8.,6.,9.,6.,9.,5.,7.,3.,8.,3.,9.,4.,9.,6.,10.,3.,28.,1.,27.,3.,29.,3.,27.,3.,30.,2.,41.,2.,44.,1.,39.,0.,20.,20.,30.,22.,28.,28.,33.,30.,36.,30.,43.,31.,37.,
|
||||
29.,41.,33.,44.,31.,46.,29.,44.,34.,39.,33.,36.,34.,40.,29.,38.,22.,30.,33.,29.,42.,29.,35.,28.,31.,33.,14.,16.,15.,23.,14.,28.,17.,26.,16.,27.,17.,31.,18.,30.,17.,29.,2.,33.,13.,32.,19.,32.,2.,30.,16.,28.,16.,26.,20.,23.,19.,22.,20.,14.,12.,15.,9.,17.,10.,20.,10.,14.,9.,9.,12.,10.,12.,9.,13.,8.,10.,9.,9.,9.,9.,12.,9.,29.,3.,34.,2.,24.,7.,23.,5.,21.,4.,21.,2.,28.,2.,28.,1.,28.,2.,28.,1.,26.,0.,20.,20.,27.,28.,30.,30.,33.,33.,31.,30.,37.,
|
||||
32.,37.,
|
||||
27.,39.,30.,40.,32.,41.,36.,40.,36.,44.,41.,44.,41.,34.,43.,40.,40.,40.,40.,42.,42.,52.,36.,48.,33.,45.,36.,47.,35.,43.,38.,35.,33.,41.,35.,41.,33.,3.,38.,39.,35.,38.,37.,
|
||||
40.,33.,20.,20.,28.,21.,34.,25.,33.,26.,37.,
|
||||
34.,35.,35.,34.,31.,35.,31.,34.,32.,34.,34.,42.,39.,33.,38.,33.,37.,
|
||||
32.,41.,29.,42.,30.,42.,24.,41.,26.,30.,23.,37.,
|
||||
19.,23.,27.,23.,23.,24.,25.,23.,26.,22.,28.,23.,27.,18.,22.,19.,19.,18.,22.,18.,22.,22.,21.,17.,20.,20.,17.,19.,21.,18.,21.,26.,20.,21.,19.,15.,18.,14.,18.,4.,16.,12.,16.,20.,20.,30.,22.,30.,26.,30.,33.,36.,4.,29.,33.,27.,31.,26.,32.,30.,37.,
|
||||
32.,36.,33.,42.,30.,42.,32.,36.,36.,38.,48.,36.,47.,37.,
|
||||
44.,39.,43.,37.,
|
||||
37.,
|
||||
38.,35.,43.,41.,41.,37.,
|
||||
34.,31.,23.,19.,26.,19.,26.,16.,29.,23.,30.,2.,28.,18.,28.,17.,23.,3.,20.,12.,11.,7.,10.,7.,11.,7.,12.,7.,11.,7.,9.,7.,8.,9.,7.,7.,8.,6.,7.,7.,11.,8.,10.,6.,25.,4.,23.,4.,20.,20.,30.,30.,38.,35.,36.,36.,38.,39.,33.,32.,45.,30.,45.,36.,40.,31.,46.,30.,54.,34.,52.,30.,51.,31.,45.,36.,41.,39.,43.,38.,41.,32.,36.,37.,
|
||||
40.,37.,
|
||||
33.,38.,36.,31.,35.,6.,30.,5.,21.,22.,25.,21.,23.,20.,21.,26.,21.,22.,23.,23.,24.,24.,20.,24.,21.,31.,20.,31.,20.,32.,24.,27.,23.,25.,20.,19.,22.,21.,6.,21.,5.,20.,19.,18.,5.,22.,16.,18.,14.,13.,4.,17.,20.,16.,14.,15.,13.,12.,4.,16.,4.,18.,17.,13.,14.,18.,3.,20.,9.,20.,13.,20.,12.,21.,12.,21.,11.,18.,1.,22.,16.,15.,2.,21.,3.,19.,7.,13.,24.,5.,26.,6.,25.,4.,26.,5.,27.,16.,7.,18.,4.,15.,2.,18.,4.,15.,4.,20.,25.,5.,27.,5.,26.,3.,30.,2.,29.,13.,7.,12.,5.,12.,4.,17.,23.,3.,25.,4.,6.,5.,22.,15.,4.,16.,19.,4.,21.,3.,21.,11.,6.,12.,25.,12.,26.,11.,22.,2.,26.,3.,30.,6.,20.,20.,30.,30.,33.,35.,31.,37.,
|
||||
26.,35.,33.,41.,35.,43.,36.,39.,35.,42.,39.,44.,41.,45.,36.,44.,33.,47.,33.,48.,33.,46.,32.,48.,30.,48.,20.,20.,27.,27.,28.,31.,32.,32.,32.,29.,28.,24.,31.,23.,32.,31.,35.,32.,42.,32.,43.,4.,49.,2.,49.,28.,52.,34.,47.,34.,38.,30.,39.,33.,46.,6.,38.,24.,32.,36.,35.,20.,20.,29.,29.,27.,24.,34.,27.,31.,28.,30.,24.,29.,24.,24.,25.,28.,29.,28.,28.,29.,31.,28.,39.,34.,42.,37.,
|
||||
47.,3.,51.,35.,46.,38.,42.,45.,3.,41.,0.,20.,20.,28.,30.,30.,28.,32.,32.,31.,34.,30.,35.,31.,41.,37.,
|
||||
40.,29.,47.,36.,47.,37.,
|
||||
45.,37.,
|
||||
37.,
|
||||
31.,33.,31.,31.,32.,35.,34.,4.,38.,25.,40.,6.,32.,30.,35.,5.,44.,30.,39.,37.,
|
||||
42.,39.,49.,37.,
|
||||
55.,31.,47.,38.,35.,38.,41.,37.,
|
||||
44.,25.,42.,23.,41.,34.,38.,31.,3.,31.,4.,33.,43.,3.,47.,1.,51.,1.,50.,0.,20.,20.,27.,27.,31.,29.,34.,31.,39.,6.,45.,27.,45.,29.,41.,35.,41.,35.,38.,33.,40.,35.,34.,32.,39.,42.,37.,
|
||||
40.,33.,40.,39.,34.,31.,33.,31.,31.,36.,38.,34.,33.,35.,41.,38.,42.,34.,35.,34.,27.,22.,24.,26.,23.,32.,25.,28.,24.,26.,28.,31.,27.,29.,25.,26.,29.,25.,3.,12.,20.,20.,30.,23.,38.,23.,34.,21.,41.,22.,41.,29.,43.,28.,42.,33.,44.,34.,43.,32.,39.,36.,43.,35.,40.,39.,38.,38.,47.,41.,48.,41.,47.,40.,47.,41.,44.,36.,37.,
|
||||
36.,35.,32.,30.,41.,34.,43.,38.,40.,36.,39.,35.,41.,36.,35.,4.,37.,
|
||||
25.,41.,6.,39.,17.,22.,17.,20.,14.,21.,11.,22.,15.,22.,13.,20.,20.,30.,22.,38.,33.,38.,37.,
|
||||
39.,38.,38.,45.,35.,41.,38.,37.,
|
||||
37.,
|
||||
38.,38.,39.,40.,35.,43.,34.,45.,29.,48.,28.,47.,26.,39.,33.,47.,27.,43.,29.,44.,31.,46.,28.,42.,34.,34.,38.,4.,35.,38.,34.,39.,36.,38.,39.,39.,40.,37.,
|
||||
43.,32.,49.,28.,53.,3.,45.,31.,37.,
|
||||
30.,36.,4.,30.,3.,29.,3.,28.,0.,20.,20.,28.,21.,34.,25.,37.,
|
||||
26.,37.,
|
||||
27.,38.,30.,35.,26.,42.,29.,45.,27.,43.,31.,45.,32.,39.,29.,35.,33.,31.,33.,33.,37.,
|
||||
31.,38.,35.,34.,31.,37.,
|
||||
28.,34.,29.,28.,32.,28.,1.,20.,28.,19.,28.,17.,26.,19.,26.,21.,25.,16.,25.,22.,24.,24.,24.,27.,25.,6.,26.,27.,25.,25.,18.,32.,20.,33.,21.,27.,3.,24.,20.,24.,5.,26.,22.,18.,13.,19.,5.,22.,14.,17.,13.,19.,13.,17.,7.,18.,5.,17.,11.,3.,19.,19.,14.,19.,5.,20.,20.,21.,21.,27.,29.,28.,31.,33.,32.,32.,35.,38.,42.,39.,46.,41.,43.,39.,43.,31.,42.,31.,35.,31.,36.,31.,34.,37.,
|
||||
34.,35.,33.,37.,
|
||||
34.,37.,
|
||||
41.,38.,35.,36.,34.,38.,35.,40.,4.,43.,3.,39.,35.,37.,
|
||||
2.,27.,1.,30.,2.,20.,20.,28.,21.,38.,25.,36.,30.,37.,
|
||||
28.,42.,26.,42.,26.,37.,
|
||||
27.,34.,32.,35.,33.,35.,36.,39.,37.,
|
||||
34.,38.,36.,37.,
|
||||
39.,38.,43.,39.,32.,35.,40.,31.,34.,32.,30.,26.,31.,32.,32.,33.,37.,
|
||||
34.,33.,33.,34.,34.,28.,30.,3.,34.,28.,27.,2.,19.,5.,24.,17.,24.,18.,25.,20.,18.,21.,18.,22.,21.,17.,21.,15.,20.,15.,26.,25.,17.,25.,18.,14.,26.,16.,26.,6.,28.,3.,23.,17.,23.,24.,20.,19.,21.,19.,18.,19.,17.,14.,16.,11.,16.,10.,15.,13.,13.,13.,19.,13.,22.,11.,23.,10.,21.,15.,22.,14.,19.,11.,19.,7.,11.,5.,7.,5.,8.,5.,10.,5.,7.,5.,10.,5.,10.,3.,10.,3.,8.,1.,10.,0.,20.,20.,22.,21.,30.,26.,32.,36.,29.,34.,31.,35.,28.,33.,29.,31.,30.,30.,26.,29.,27.,31.,26.,31.,27.,26.,27.,27.,31.,29.,31.,35.,37.,
|
||||
38.,20.,20.,29.,29.,27.,27.,33.,29.,36.,36.,39.,3.,33.,7.,34.,31.,44.,4.,42.,30.,40.,39.,35.,37.,
|
||||
39.,3.,32.,3.,20.,20.,22.,27.,28.,29.,36.,31.,39.,30.,36.,5.,42.,34.,39.,33.,35.,30.,37.,
|
||||
31.,38.,28.,43.,33.,36.,32.,39.,36.,48.,41.,50.,39.,45.,5.,46.,2.,40.,35.,44.,34.,44.,3.,42.,4.,44.,33.,43.,2.,36.,36.,44.,30.,41.,32.,29.,42.,1.,28.,4.,36.,19.,33.,18.,34.,2.,33.,11.,20.,20.,28.,22.,31.,29.,34.,32.,38.,30.,49.,31.,40.,32.,45.,38.,39.,30.,47.,34.,44.,31.,43.,33.,41.,34.,39.,32.,36.,37.,
|
||||
42.,37.,
|
||||
41.,43.,38.,40.,38.,39.,35.,38.,37.,
|
||||
40.,36.,38.,2.,38.,38.,32.,20.,20.,31.,27.,29.,28.,26.,29.,32.,31.,35.,38.,32.,38.,32.,31.,27.,37.,
|
||||
27.,38.,29.,39.,30.,35.,32.,33.,32.,34.,39.,37.,
|
||||
47.,37.,
|
||||
52.,41.,46.,36.,44.,42.,40.,44.,34.,44.,39.,36.,40.,37.,
|
||||
39.,5.,20.,20.,29.,29.,31.,33.,32.,29.,32.,33.,27.,33.,34.,32.,35.,37.,
|
||||
33.,34.,37.,
|
||||
39.,5.,31.,33.,30.,33.,30.,34.,31.,35.,4.,38.,30.,35.,29.,34.,28.,42.,30.,34.,26.,36.,26.,30.,32.,33.,2.,32.,24.,30.,30.,33.,24.,34.,22.,30.,20.,32.,22.,35.,25.,32.,28.,34.,27.,32.,27.,2.,27.,3.,12.,35.,13.,35.,9.,37.,
|
||||
20.,20.,29.,29.,27.,28.,28.,28.,29.,32.,38.,28.,40.,27.,45.,31.,40.,34.,42.,31.,35.,42.,37.,
|
||||
39.,38.,38.,42.,39.,39.,38.,42.,36.,41.,43.,34.,26.,41.,25.,43.,26.,44.,33.,39.,31.,39.,28.,38.,6.,44.,0.,20.,20.,31.,28.,29.,47.,5.,43.,20.,45.,23.,45.,32.,37.,
|
||||
2.,22.,34.,23.,32.,26.,31.,29.,29.,32.,30.,30.,26.,25.,4.,33.,26.,31.,30.,35.,30.,35.,4.,35.,29.,38.,35.,30.,31.,36.,32.,36.,31.,39.,19.,32.,16.,31.,16.,32.,16.,32.,17.,32.,4.,32.,15.,31.,16.,32.,14.,35.,14.,33.,13.,29.,13.,7.,19.,26.,16.,27.,12.,27.,13.,25.,4.,32.,10.,5.,13.,24.,10.,23.,15.,21.,13.,22.,6.,27.,12.,20.,20.,29.,29.,27.,33.,37.,
|
||||
31.,39.,31.,42.,31.,34.,29.,33.,42.,34.,38.,40.,6.,33.,6.,38.,35.,40.,38.,37.,
|
||||
36.,45.,35.,48.,40.,46.,43.,43.,41.,52.,5.,38.,27.,29.,21.,27.,24.,36.,3.,24.,19.,0.,20.,20.,27.,27.,33.,28.,33.,34.,8.,37.,
|
||||
34.,37.,
|
||||
35.,40.,34.,37.,];
|
||||
|
||||
let mut quantile = Quantile::new(0.999);
|
||||
|
||||
for &o in observations.iter() {
|
||||
quantile.add(o);
|
||||
}
|
||||
|
||||
let _ = quantile.quantile();
|
||||
}
|
||||
|
|
|
|||
Loading…
Reference in New Issue
Block a user