[BioC] [combat] Error in FUN(newX[, i], ...) : missing observations in cov/c
Marc-Danie Jessica Nazaire
nazaire at broadinstitute.org
Fri May 10 22:48:53 CEST 2013
I realized I did not clearly answer your question earlier. I am using the R
script.
I have attached some test data.
Thanks,
Marc-Danie
On Friday, May 10, 2013 2:13:08 PM UTC-4, Evan Johnson wrote:
>
> Can you email me a 'toy' example with your data of the failure?
>
>
> On May 10, 2013, at 2:01 PM, Marc-Danie Jessica Nazaire wrote:
>
> No, I am not.
>
> Marc-Danie
>
> On Friday, May 10, 2013 1:57:50 PM UTC-4, Evan Johnson wrote:
>>
>> Are you using the 'sva' package version or the R script?
>>
>>
>> On May 10, 2013, at 1:51 PM, Marc-Danie Jessica Nazaire wrote:
>>
>> Hi Igor,
>>
>> We are getting this error when running ComBat with no covariates
>> specified (runs successfully with covariates) but there are no non-numeric
>> or missing values in our dataset.
>>
>> I did some debugging and tracked down the error to this piece of code:
>> if (!NAs){gamma.hat <-
>> solve(t(batch.design)%*%batch.design)%*%t(batch.design)%*%t(as.matrix(s.data))}else{gamma.hat=apply(s.data,1,Beta.NA,batch.design)}
>>
>> NOTE: s.data and batch.design have no NAs
>>
>> The gamma.hat matrix has NAs after this calculation and fails later
>> during the call:
>> gamma.bar <- apply(gamma.hat, 1, mean)
>>
>>
>> Do you have any more ideas or insights on what could be causing this
>> error?
>>
>> Thanks,
>> Marc-Danie
>>
>> On Tuesday, June 9, 2009 2:57:40 PM UTC-4, Evan wrote:
>>>
>>> If you see the "Error in FUN(newX[, i], ...) : missing observations in
>>> cov/cor" error message while running ComBat, search for non-numeric
>>> or
>>> missing values in your data file. It will work fine when you fixed
>>> them.
>>>
>>> Igor
>>
>>
>> --
>>
>>
>>
>
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ProbeID G16-1 G19-1 G20-1 G23-1 G27-1 G29-1 G30-1 G31-1 G32-1 G33-1
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446 -4.474626061 -4.474626061 -4.643475332 -4.474626061 -4.620466796 -4.837009846 -4.976274113 -4.976274113 -4.976274113 -4.956589865
447 -3.516105287 -3.037084667 -3.278919768 -3.022265603 -3.113927114 -3.337200836 -3.640794183 -3.274569918 -3.337200836 -3.388923779
448 -3.491332309 -3.287514417 -3.604387418 -3.290911776 -3.491332309 -3.54697606 -3.292857099 -3.54697606 -3.54697606 -3.4528474
449 -1.957122088 -1.851053144 -2.018154453 -1.893848806 -1.957122088 -2.024650871 -2.062609629 -2.197371893 -1.836718585 -1.914351171
450 -4.384420081 -4.364789262 -3.957857146 -4.159862542 -4.401641503 -3.676277856 -3.337200836 -3.703732843 -2.910415138 -3.234459238
451 -1.549241703 -1.203068081 -1.33322733 -1.04398529 -1.314130064 -1.265248311 -1.359583744 -1.204080949 -1.265248311 -1.265248311
452 -3.794655616 -3.388224019 -3.388224019 -3.258796228 -3.696296664 -3.70236878 -3.604770064 -3.761144069 -3.420487302 -3.604770064
453 -2.416828352 -2.151652593 -2.282817263 -2.0458575 -2.202603149 -2.573444303 -2.562947475 -2.87290852 -2.38293938 -2.562947475
454 -2.870848418 -2.647402614 -3.010220761 -2.626969912 -2.699897264 -2.787585991 -2.523125227 -2.787585991 -2.773999832 -2.787585991
455 -5.284351156 -5.284351156 -5.337745111 -5.284351156 -5.273158071 -4.800793875 -4.799614854 -4.799614854 -4.477718838 -4.799614854
456 -4.90733803 -3.9536568 -4.628021929 -4.328785337 -2.78248727 -3.872878316 -5.059181439 -4.913571001 -4.451107688 -4.640365775
457 -4.629102746 -4.576512443 -4.610690191 -4.450273444 -4.846982216 -5.342014616 -5.266880911 -5.498355781 -5.209339299 -5.266880911
458 -5.025673927 -5.025673927 -5.23904847 -4.875459347 -5.025673927 -5.142130292 -5.142130292 -5.189267134 -5.12545314 -5.142130292
459 -5.6108804 -5.203954061 -5.463754297 -5.146926414 -5.381668534 -5.677098311 -5.688031354 -5.487588315 -5.416553163 -5.598495981
460 -3.857220395 -3.562049569 -3.48860007 -3.647610617 -3.432663546 -4.612939089 -4.55060906 -4.36992805 -4.600436367 -4.503416231
461 -3.633766056 -3.504969424 -3.504969424 -3.434505579 -3.504969424 -4.163122294 -4.163122294 -4.17522713 -4.037766055 -4.163122294
462 -5.865181652 -5.826302593 -5.826302593 -5.679176477 -5.811651543 -5.658769537 -5.70438067 -5.715075735 -5.70438067 -5.725770892
463 -5.983649694 -5.905763195 -5.905763195 -5.913812432 -5.905763195 -5.618219748 -5.75328646 -5.698453819 -5.587967056 -5.641470719
464 -4.409359989 -4.29543438 -4.29543438 -4.409359989 -4.052888723 -3.894551678 -3.421095331 -3.796618962 -4.256344534 -4.531365488
465 -5.070984028 -5.05417457 -5.184954793 -4.808818008 -5.070984028 -4.366764316 -4.554125687 -4.554125687 -4.563563612 -4.554125687
466 -3.239133756 -3.239133756 -3.2809193 -3.124664434 -3.239133756 -3.297792148 -3.297792148 -3.807519026 -3.236806858 -2.854052824
467 -5.6108804 -5.545614386 -5.601353538 -5.50632978 -5.428143863 -5.641470719 -5.641470719 -5.641470719 -5.641470719 -5.641470719
468 -6.012276444 -5.983649694 -5.945536349 -5.945536349 -5.751025719 -6.059327621 -6.033075161 -6.033075161 -5.912785153 -6.079635787
469 -3.112002513 -2.611437213 -2.796878115 -2.53466323 -2.510223572 -3.199610147 -3.350291829 -2.87290852 -3.23700322 -3.095574867
470 -5.070984028 -5.070984028 -5.070984028 -4.880265894 -5.181456566 -4.92696891 -4.92696891 -5.098791517 -4.552431382 -4.92696891
471 -3.481184169 -3.230413086 -3.513506879 -3.167139818 -3.619944374 -4.18696109 -4.230007979 -4.09884422 -3.75591979 -3.748647599
472 -4.428349795 -4.67656933 -4.67656933 -4.469253068 -4.67656933 -4.341457994 -4.153644724 -4.651445468 -3.929516936 -4.341457994
473 -2.189097012 -2.365200329 -2.565653708 -2.507724222 -2.063827471 -1.759371291 -2.627567954 -2.431964867 -2.431964867 -2.812995718
474 -5.723029363 -5.723029363 -5.601353538 -5.609027037 -5.836188113 -5.703760721 -5.703760721 -5.838492984 -5.659079256 -5.800936877
475 -3.827446288 -3.855626409 -4.027663405 -4.027663405 -4.170734084 -4.293460359 -3.982745297 -3.982745297 -3.968810692 -3.891090175
476 -2.907899038 -2.79383558 -2.973532455 -2.690303474 -2.79383558 -3.894551678 -3.894551678 -3.874893983 -3.988250286 -3.894551678
477 -4.543552933 -4.435252845 -4.418190403 -4.418190403 -4.418190403 -4.579077406 -4.293460359 -4.391716028 -4.391716028 -4.354159864
478 -5.059851668 -4.985211724 -5.247152011 -5.059851668 -5.025673927 -4.666976942 -4.31429299 -4.477718838 -4.427586504 -4.477718838
479 -4.721431144 -4.364744825 -4.668037215 -4.832748098 -4.409359989 -5.085032307 -5.336902695 -5.085032307 -4.549804371 -5.147104052
480 -5.059057925 -4.959967494 -5.020835299 -4.924402201 -4.866584239 -5.594737147 -5.520173706 -5.499998036 -5.302975737 -5.466468833
481 -2.14908747 -2.126614996 -2.233498259 -1.926089625 -2.126614996 -2.098114186 -1.977755838 -1.977755838 -1.866880961 -1.977755838
482 -3.892887127 -4.06146542 -3.908108095 -4.12304226 -3.682565164 -3.693066014 -3.657508607 -3.693066014 -3.693066014 -3.750049084
483 -4.474626061 -4.474626061 -4.474626061 -4.474626061 -4.474626061 -4.182616827 -4.238087275 -4.527017112 -4.047582359 -4.238087275
484 -4.982439807 -4.655837723 -4.655837723 -4.49659756 -4.655837723 -4.701199627 -4.752739806 -4.713198056 -4.801818845 -5.005712502
485 -2.386900662 -2.398511117 -2.398511117 -2.124790039 -2.61998917 -2.87290852 -2.539499022 -2.539499022 -2.539499022 -2.391887233
486 -1.275301108 -1.18561948 -0.898379687 -0.947198692 -1.170798101 -1.340756025 -1.398117332 -1.723140187 -1.398117332 -1.389149558
487 -4.1472313 -3.993994447 -4.396057249 -3.563683957 -3.993994447 -4.212459533 -4.18696109 -4.332098416 -3.96399555 -4.18696109
488 -5.808072027 -5.905763195 -5.853518277 -5.853518277 -5.853518277 -5.839019029 -5.787490325 -5.973751345 -5.936195175 -6.022341217
489 -4.841318381 -4.836550568 -4.875496148 -4.841318381 -4.841318381 -4.488825537 -4.46062562 -4.511337714 -4.326513276 -4.256441396
490 -3.877037295 -3.947201426 -4.065156996 -3.947201426 -3.947201426 -4.477718838 -4.477718838 -4.477718838 -4.477718838 -4.477718838
491 -5.79023182 -5.662287136 -5.881162104 -5.797324122 -5.617123894 -5.838492984 -5.928524108 -5.989571709 -5.866160177 -5.989571709
492 -2.349072016 -2.172390228 -2.398181639 -2.091576964 -2.172390228 -2.665219791 -2.665219791 -2.736157056 -2.613626366 -2.521010838
493 -3.924814375 -3.013210592 -3.164820843 -3.420419028 -4.156561689 -3.478866761 -3.478866761 -3.478866761 -3.561464294 -3.478866761
494 -3.805902516 -2.993832144 -3.486871046 -3.806423066 -3.682565164 -3.858092252 -3.522853425 -3.799863746 -3.799863746 -3.948277478
495 -3.420912481 -3.456494266 -3.481184169 -3.046379745 -3.456494266 -3.369402957 -3.294320494 -3.43991118 -3.040464896 -3.369402957
496 -5.688387667 -5.504500189 -5.649508619 -5.649508619 -5.649508619 -5.706535906 -5.571803569 -5.739554456 -5.8023374 -5.694664407
497 -5.406069905 -5.01068392 -5.275856459 -5.024940003 -4.990998531 -5.098791517 -5.098791517 -5.227197147 -4.922155784 -5.037802333
498 -2.707774369 -2.533818734 -2.773547058 -2.205769336 -2.707774369 -2.843905929 -2.843905929 -3.121106198 -2.1119915 -2.868380543
499 -5.067700081 -4.169086061 -5.161817592 -5.097011057 -4.91559789 -4.341457994 -3.405271826 -4.341457994 -4.350747015 -4.341457994
500 -4.562580074 -4.373654993 -4.441352959 -4.089459039 -4.544510888 -4.690271935 -4.707971956 -4.690271935 -4.267023786 -4.690271935
501 -5.432996001 -5.145712418 -5.337745111 -5.337745111 -5.432996001 -5.396674393 -5.396674393 -5.396674393 -5.16011036 -5.396674393
502 -3.446752927 -3.147127121 -2.978697455 -3.169336793 -3.435299086 -2.926617173 -2.926617173 -2.651982036 -2.821680021 -3.025224782
503 -4.117561449 -4.117561449 -4.213676995 -3.857247722 -4.117561449 -4.139577916 -4.139577916 -4.139577916 -4.084087807 -4.139577916
504 -3.433146776 -3.604387418 -3.75743153 -3.226645447 -3.604387418 -3.916550095 -3.640700214 -3.710427469 -3.626001217 -3.710427469
505 -3.903272608 -3.894968802 -4.190481899 -3.738809305 -3.953953192 -3.948277478 -3.948277478 -3.948277478 -3.631915556 -3.948277478
506 -3.903881317 -3.682565164 -3.682565164 -3.636074524 -3.692395905 -4.079506802 -4.261800338 -3.99195242 -4.031409701 -4.079506802
507 -5.715770473 -5.532255726 -5.340280282 -5.532255726 -5.416285574 -5.498355781 -5.70225584 -5.64701453 -5.637182378 -5.498355781
508 -4.890512577 -4.890512577 -4.769297352 -5.093070798 -4.890512577 -4.600035555 -4.864897145 -4.864897145 -4.884839859 -5.008913371
509 -4.924402201 -4.924402201 -4.940597405 -4.828448566 -4.924402201 -5.196479117 -5.196479117 -5.196479117 -5.196479117 -5.196479117
510 -6.115467307 -5.983649694 -5.967830665 -5.983649694 -5.927197889 -6.059327621 -6.10400912 -6.130545148 -5.984648774 -6.059327621
511 -5.117100508 -4.814169211 -4.981058782 -4.560469709 -4.940355747 -4.754006272 -4.754006272 -5.037806267 -4.754006272 -4.679322407
512 -5.881416541 -5.79023182 -5.650165019 -5.83746531 -5.762713227 -5.942585009 -6.022341217 -6.048877284 -6.065564335 -6.022341217
513 -5.743741141 -5.640143794 -5.640143794 -5.31404193 -5.598690881 -5.519937362 -5.519937362 -5.519937362 -5.409032705 -5.519937362
514 -4.340768248 -4.096384027 -4.540188357 -4.165690216 -4.340768248 -4.563187578 -4.379817267 -4.527017112 -4.229332616 -4.244632339
515 -1.953929895 -1.418612318 -1.418612318 -1.165071206 -1.366050623 -1.503889548 -1.175621103 -1.148313625 -1.601953801 -1.640991544
516 -0.400738771 0.108516765 -0.052763967 -0.807947209 0.216972425 -0.143715811 -0.024870581 0.327850799 -1.926066384 0.339676176
517 -5.337745111 -5.132853876 -5.337745111 -5.337745111 -5.440560423 -5.259956464 -5.696493751 -5.436216113 -5.423890979 -5.396674393
518 -3.112002513 -2.597695597 -2.923050088 -3.089045426 -2.923050088 -2.719460439 -3.011341085 -2.896533729 -3.097185839 -2.906480669
519 -4.67656933 -4.497372387 -4.876398552 -4.49724101 -4.624859358 -4.993369767 -4.674400971 -4.740584793 -4.563563612 -4.674400971
520 -4.246079481 -4.439497395 -4.309366 -4.246079481 -3.617736623 -4.918192241 -4.527017112 -4.527017112 -4.527017112 -4.348681435
521 -3.772246801 -3.772246801 -3.877631194 -3.772246801 -3.495217128 -4.452403167 -4.452403167 -4.452403167 -4.403097915 -4.452403167
522 -5.889287954 -5.889287954 -5.912793062 -5.730721599 -5.983649694 -6.104938754 -6.059327621 -6.059327621 -6.059327621 -6.059327621
523 -5.532255726 -5.420309888 -5.532255726 -5.638073858 -5.532255726 -5.498355781 -5.498355781 -5.498355781 -5.396674393 -5.498355781
524 -4.82838286 -4.82838286 -4.963117495 -4.818623165 -4.779405673 -4.624121046 -4.949804108 -4.775851192 -4.924829669 -4.864897145
525 -5.145769671 -5.12405088 -5.180904392 -5.145769671 -5.226781313 -4.815069827 -4.864983285 -4.864983285 -4.698233618 -4.864983285
526 -6.033381572 -5.924395148 -5.924395148 -5.924395148 -5.924395148 -5.645585358 -5.660641764 -5.694664407 -5.711350029 -5.694664407
527 -2.584905965 -2.401431574 -2.352936166 -2.228797451 -2.352936166 -2.815472288 -2.815472288 -2.963776617 -2.712250951 -2.815472288
528 -2.486635154 -2.291176142 -2.655706213 -2.25205118 -2.250251654 -2.69893214 -2.896533729 -2.882954654 -2.565467601 -2.87290852
529 -5.295804997 -4.96473033 -5.304093164 -4.909669101 -5.190882973 -4.986417536 -4.938105025 -5.098791517 -5.030276731 -4.974447569
530 -4.171476767 -4.353032328 -4.179455238 -4.107948288 -3.939880369 -4.92696891 -4.749143914 -4.749143914 -4.609879617 -4.885490709
531 -4.965838387 -4.725025842 -4.91559789 -4.795242342 -4.548622201 -5.320927039 -5.396674393 -5.381029487 -5.047721834 -5.219245618
532 -4.26501628 -4.26501628 -4.353410877 -4.276248413 -4.26501628 -4.92696891 -4.90133385 -4.917252684 -4.92696891 -4.92696891
533 -4.697853447 -4.664667859 -4.664667859 -4.679359816 -4.664667859 -5.313549581 -5.064479495 -5.221185871 -5.12545314 -5.12545314
534 -5.221774949 -5.139005442 -5.383951255 -5.241049931 -5.399618611 -4.976274113 -4.976274113 -5.031979257 -4.92696891 -4.976274113
1000 -4.117561449 -3.936670865 -4.117561449 -4.023586597 -4.170734084 -4.333293487 -4.333293487 -4.293460359 -4.333293487 -4.333293487
1001 -4.439170714 -4.409359989 -4.304580872 -4.409359989 -4.409359989 -3.894551678 -3.819025723 -4.103562533 -3.627681838 -3.894551678
1002 -4.776514657 -4.752997585 -4.754523886 -4.632819231 -4.91559789 -4.832496017 -4.582397178 -4.802207784 -4.707128672 -4.752739806
1003 -4.373654993 -4.373654993 -4.373654993 -4.373654993 -4.477687595 -5.067383973 -5.039184042 -5.039184042 -5.039184042 -4.976274113
1004 -1.527002244 -1.249623237 -1.406160655 -1.258409783 -1.35917648 -1.430545034 -1.666368854 -1.61213806 -1.56731229 -1.728433164
1005 -3.847585966 -3.715768369 -3.71872827 -3.329666697 -3.726358841 -4.074715728 -3.99195242 -3.99195242 -3.99195242 -3.99195242
1006 -3.550213064 -2.984515539 -3.289004959 -3.166363782 -3.289004959 -2.949801544 -3.009283586 -3.099241043 -2.803095142 -3.05356128
1007 -4.681191127 -4.26501628 -4.625749415 -4.700915854 -4.625749415 -4.864897145 -4.958082224 -4.864897145 -4.864897145 -4.864897145
1008 -1.852062421 -1.203068081 -1.501738216 -1.931460574 -0.621663271 -1.257575773 -1.222911073 -1.279227532 -1.873744162 -1.333024738
1009 -5.540985717 -5.45833384 -5.401610705 -5.543487831 -5.473271354 -5.641470719 -5.73620982 -5.773196273 -5.516039564 -5.878034715
1010 -4.065933733 -3.675355549 -3.832507752 -3.718313039 -3.832507752 -4.549848266 -4.693439176 -4.563563612 -4.184993787 -4.563563612
1011 -5.688387667 -5.803919089 -5.688387667 -5.644502373 -5.688387667 -5.641470719 -5.437286478 -5.641470719 -5.802450441 -5.641470719
1012 -4.615970782 -4.924402201 -4.898111712 -4.876028575 -4.898111712 -5.453657417 -5.392654955 -5.298956355 -5.298956355 -5.155841378
1013 -4.059481034 -3.655063325 -3.934326272 -3.772246801 -3.810758321 -4.377383674 -4.600240846 -4.436430572 -4.230289808 -4.407812446
1014 -4.670711979 -4.788919247 -4.724793536 -4.569440257 -4.655837723 -4.846052002 -4.802516708 -4.736507313 -4.478339579 -4.647707551
1015 -2.833385466 -2.371717381 -2.728907432 -2.728907432 -2.911899326 -3.259067854 -3.075648333 -2.479881833 -2.86349167 -3.410608115
1016 -1.203616409 -1.300521243 -1.559433074 -1.300521243 -1.288700235 -1.595985843 -1.224671456 -1.570482623 -1.427946567 -1.427946567
1017 -4.553313785 -4.589384599 -4.553313785 -4.291364791 -4.629319036 -5.094789307 -4.922536601 -5.14642894 -5.037806267 -5.053243871
1018 -4.890512577 -4.51064355 -4.67656933 -4.67656933 -4.67656933 -4.737327352 -5.098791517 -4.88182997 -4.613869085 -4.88182997
1019 -4.353410877 -4.023026113 -4.353410877 -4.353410877 -3.834149038 -3.948277478 -3.832525325 -3.948277478 -3.846596065 -3.948277478
1020 -4.955896114 -4.373654993 -4.697517212 -4.487999342 -3.66226193 -3.777700053 -4.690271935 -5.037806267 -4.563563612 -4.851671836
1021 -4.340574035 -4.340574035 -4.340574035 -4.034231464 -4.401493223 -4.636902055 -4.478007843 -4.587526994 -4.322028972 -4.512533902
1022 -1.075547323 -0.880733946 -0.961479043 -0.845605882 -0.98879258 -1.131269689 -0.989492147 -1.069410974 -0.767752517 -0.829860108
1023 -3.885757704 -4.021356698 -3.805952053 -3.314664422 -3.805952053 -4.047582359 -4.167407774 -4.116188626 -4.101086043 -4.101086043
1024 -3.230413086 -3.230413086 -3.48760796 -2.937502882 -2.998210725 -3.239286239 -3.229263817 -3.267550663 -3.10484873 -3.229263817
1025 -4.116068289 -3.772246801 -3.782849546 -3.942989297 -3.882843565 -2.564639161 -3.800665684 -3.689288698 -3.845901927 -4.01066648
1026 -3.638593058 -3.638593058 -3.906021316 -3.553107359 -3.638593058 -3.862737442 -3.862737442 -4.117365952 -3.800665684 -3.862737442
1027 -4.145551063 -3.993994447 -3.993994447 -3.716964778 -3.993994447 -3.368029394 -3.494286935 -3.577410409 -3.478866761 -3.478866761
1028 -2.544697105 -2.434030251 -2.558618724 -2.336404101 -2.417943881 -2.868515463 -2.93902369 -3.135332345 -2.93902369 -2.984449394
1029 -1.959651772 -1.745745568 -2.025154965 -1.959651772 -1.980448415 -2.19588104 -1.919698019 -2.029532021 -1.86457558 -1.625890895
1030 -2.433566124 -2.336369557 -2.243897183 -2.192461711 -2.348439726 -1.924059898 -2.092306631 -1.778803153 -1.924059898 -1.924059898
1031 -4.418190403 -4.433033958 -4.511438069 -4.433033958 -4.589779614 -4.50869107 -4.55060906 -4.55060906 -4.55060906 -4.598706156
1032 -5.09032798 -5.05210531 -5.199974763 -5.09032798 -5.09032798 -5.093366776 -5.037806267 -5.037806267 -4.965216651 -5.037806267
1033 -4.487307739 -4.075814354 -4.408269149 -4.408269149 -4.408269149 -5.028866031 -4.912994244 -4.973979528 -4.864897145 -4.912994244
1034 -4.454316973 -3.983264128 -3.760162556 -3.893340022 -4.235183073 -2.99728331 -3.070335329 -2.836019179 -3.741629201 -3.337200836
1035 -1.40879501 -0.380188989 -1.19927192 -1.28834733 -0.824089941 -1.156533484 -0.604183402 -1.666757132 -1.253938039 -1.197621581
1036 -3.724530983 -4.196405083 -4.196405083 -3.983264128 -4.218957771 -4.290858883 -4.290858883 -4.233978309 -4.040212992 -4.008055303
1037 -3.372150757 -2.379676701 -2.579038328 -2.567327801 -2.579038328 -3.121724729 -3.061174083 -3.236186448 -2.609290929 -3.020781822
1038 -3.625446644 -3.265049191 -3.604248891 -3.161244745 -3.328962993 -3.497672006 -3.660551838 -3.750049084 -3.352312097 -3.66811754
1039 -4.49386727 -4.26501628 -4.623457005 -4.49386727 -4.566528033 -4.55060906 -4.55060906 -4.565311729 -4.503671844 -4.484329139
1040 -3.64446178 -2.955700701 -3.975782258 -2.641593979 -4.008672257 -3.521828554 -3.363548938 -2.299485075 -2.843905929 -3.437304747
1041 -3.03192598 -2.757119041 -2.773547058 -2.617232079 -2.823983714 -2.812866814 -2.926617173 -2.926617173 -2.778355669 -2.926617173
1042 -3.579080768 -3.579080768 -3.579080768 -3.376759844 -3.680782839 -4.146293767 -4.170415359 -4.417606289 -3.662829871 -4.047582359
1043 -4.330282358 -4.25849526 -4.403932158 -4.26501628 -4.408825099 -4.640365775 -4.640365775 -4.640365775 -4.640365775 -4.640365775
1044 -3.001113394 -2.85645576 -2.85645576 -2.756643569 -2.811164451 -3.114449013 -3.114449013 -3.249181324 -3.025403049 -2.965761157
1045 -4.71810524 -4.412213844 -4.520843161 -4.410655015 -4.655837723 -4.968665291 -4.640365775 -4.640365775 -4.64980368 -4.505633465
1046 -4.722081239 -4.722081239 -4.722081239 -4.722081239 -4.689881532 -4.907871861 -4.864897145 -4.875439443 -4.864897145 -4.864897145
1047 -4.065156996 -4.065156996 -4.131169914 -3.647610617 -4.065156996 -4.286418395 -4.232692609 -4.477718838 -4.091264477 -4.286418395
1048 -2.155057721 -1.925656045 -2.201481042 -2.597059222 -1.521989063 -1.757896839 -2.012662263 -2.478268448 -2.235076774 -2.014585178
1049 -4.373696894 -4.309366 -4.261675607 -4.26501628 -4.340768248 -5.049486268 -4.92696891 -4.83006121 -4.92696891 -4.89308656
1050 -5.777277726 -5.905763195 -5.743741141 -5.559706659 -5.743741141 -5.875962445 -5.875962445 -6.012870029 -5.641470719 -5.875962445
1051 -5.039414606 -5.039414606 -5.039414606 -4.866991375 -5.221774949 -5.304252029 -5.126653225 -5.077347967 -4.665257248 -5.037806267
1052 -1.528132025 -0.694926667 -1.460590459 -1.148134863 -0.744798624 -1.045270845 -1.314015035 -1.601450044 -1.177460582 -1.942394202
1053 -4.474626061 -4.474626061 -4.374032831 -4.46303247 -4.474626061 -4.139652879 -4.088149909 -4.104148775 -4.088149909 -3.990349396
1054 -4.890512577 -4.890512577 -5.018130937 -4.757651862 -4.890512577 -4.712860155 -4.6755434 -4.880346881 -4.733078406 -4.778689514
1055 -4.981058782 -4.852830702 -4.887482601 -4.575062712 -4.96116483 -5.037806267 -5.171422436 -5.000250843 -4.702923914 -4.858425955
1056 1.216251283 2.847444339 0.669484488 2.077033707 2.71437954 3.865922299 1.339554824 1.636276868 2.452554526 1.166178629
1057 -3.993994447 -3.993994447 -4.103641253 -3.643351876 -3.993994447 -4.045774692 -4.155533047 -4.045774692 -3.894551678 -4.188889637
1058 -2.835281737 -2.843776398 -2.843776398 -2.843776398 -3.083684965 -3.363427937 -3.410608115 -3.240910546 -3.363427937 -3.341425354
1059 -5.025673927 -5.025673927 -5.144718274 -4.843859568 -5.025673927 -5.2071742 -5.000398331 -5.2071742 -5.2071742 -5.121701786
1060 -5.619278069 -5.40912104 -5.40912104 -5.081619335 -5.40912104 -5.359046678 -5.369087505 -5.500871603 -5.327217466 -5.26651179
1061 -4.614175035 -4.430287551 -4.418190403 -4.26501628 -4.46061339 -5.218834272 -4.831246825 -5.199072101 -4.842617556 -4.953994555
1062 -2.243897183 -2.243897183 -2.243897183 -2.04883896 -2.371563939 -2.280452407 -2.280452407 -2.372749328 -2.238636982 -2.141188131
1063 -4.343291581 -4.182555106 -4.182555106 -4.182555106 -4.170734084 -4.233978309 -4.233978309 -4.233978309 -4.233978309 -4.184072151
1064 -5.09032798 -5.13261983 -5.171904369 -4.960517029 -5.09032798 -5.2071742 -5.291290978 -5.159077124 -5.159077124 -5.2071742
1065 -3.365815208 -3.365815208 -3.647483244 -3.365815208 -3.309128723 -3.114449013 -3.074615878 -3.620193267 -3.009429178 -3.114449013
1066 -1.675326358 -1.529837915 -1.734507586 -1.884595589 -1.816722842 -1.857211065 -1.753668899 -2.041514907 -1.998283902 -1.782459234
1067 -2.000353215 -2.055706698 -2.011253477 -2.128141568 -2.055706698 -2.305314546 -1.962765647 -2.229221464 -1.925961683 -2.084475966
1068 0.275344092 0.342343948 0.222479803 0.357051795 0.705436254 0.320954536 0.470476248 0.268641952 0.030626111 0.320954536
1069 -1.022210052 -0.942242255 -0.724127929 -0.653763625 -0.843896444 -0.695315032 -0.695315032 -0.38558081 -1.119462851 -0.109643323
1070 0.889817849 0.58716957 0.710650783 0.857407947 0.806067259 0.669407721 0.737437783 0.422229175 0.989541892 0.691796929
1071 -1.484945346 -1.414677374 -1.261203146 -2.205587953 -1.946688728 -2.145732681 -1.819606054 -1.050737459 -2.280452407 -1.74192046
1072 -1.228517875 -1.172845522 -1.172845522 -2.00432027 -0.607242753 -1.498536547 -1.498536547 -1.333606197 -2.681129094 -1.370639657
1073 -0.70749123 -0.701026353 -0.597553262 -1.122980073 -0.452776293 -0.885632005 -0.872077619 -0.762752843 -2.326502754 -0.885632005
1074 -2.936785758 -2.741281527 -2.71887271 -3.080630674 -2.634492265 -2.68585661 -3.114449013 -2.908617023 -3.180876393 -2.964694199
1075 -1.868351787 -1.478689171 -1.102832528 -1.368111667 -1.66274953 -1.644915327 -1.38642937 -1.49251628 -1.763059362 -1.204490234
1076 -2.418071987 -2.418071987 -2.745762251 -2.827541067 -1.73447173 -2.397830407 -2.68988236 -2.630865424 -2.681129094 -2.685505729
1077 -1.46384077 -1.559217428 -1.523856136 -1.531831113 -1.285085988 -1.173053114 -1.799087381 -1.398117332 -1.398117332 -1.504360438
1078 0.617468227 0.821739486 0.50246143 0.547891738 0.428912565 0.207448333 0.319414755 0.319414755 0.587853627 0.440032128
1079 -2.275662345 -2.156383173 -2.723405574 -2.003932527 -2.275662345 -2.244596711 -2.431964867 -2.630705639 -2.021471982 -2.431964867
1080 -1.704905302 -1.792045515 -1.723464115 -2.058418387 -1.925656045 -1.574887564 -1.772165057 -1.360649984 -1.98798869 -1.971457954
1081 -1.288700235 -1.873090322 -1.974463897 -1.652288255 -1.383673246 -1.115581173 -1.318605567 -1.308918282 -1.308918282 -1.308918282
1082 -5.532255726 -5.532255726 -5.532255726 -5.532255726 -5.532255726 -5.302975737 -5.302975737 -5.302975737 -5.302975737 -5.54026751
1083 -2.569944352 -2.784672618 -2.854619855 -3.418802664 -2.297234442 -3.750049084 -2.732570048 -3.400875295 -3.860893195 -4.003021788
1084 -4.820056418 -4.576512443 -4.576512443 -4.490917185 -4.576512443 -4.402163699 -4.402163699 -4.402163699 -4.461300033 -4.402163699
1085 -4.768763005 -4.373654993 -4.658686925 -4.35977025 -4.530944488 -4.713972045 -4.600240846 -4.621769628 -4.323078324 -4.600240846
1086 -5.582082273 -5.641066624 -5.490897462 -5.411486211 -5.582082273 -5.370782576 -5.462954262 -5.49693324 -4.963440278 -5.396674393
1087 -4.409359989 -4.272785222 -4.409359989 -4.409359989 -4.409359989 -4.887427132 -5.011875844 -4.92696891 -4.887427132 -4.873337742
1088 -5.221774949 -5.221774949 -5.319398039 -5.221774949 -5.221774949 -5.381651813 -5.606569354 -5.340673331 -5.340673331 -5.147104052
1089 -2.339162873 -2.180244934 -2.222030485 -1.990271508 -2.202603149 -2.40077573 -2.31586875 -2.410539877 -2.311172657 -2.208068295
1090 -3.123228157 -3.123228157 -3.176622117 -2.850092829 -3.257863522 -3.251677107 -3.330881471 -3.377593101 -2.874636609 -3.251677107
1091 -1.585517751 -1.478761534 -1.585517751 -1.66274953 -1.562754356 -1.002149719 -1.278226887 -1.738776423 -1.090520098 -1.398117332
1092 -2.147828395 -1.702973288 -1.928676575 -1.928676575 -1.648849192 -1.217491373 -1.824349353 -2.400774069 -1.678483508 -1.944535488
1093 -4.890512577 -4.979036153 -4.779405673 -4.748033826 -4.292660451 -4.947436666 -4.528905641 -5.196479117 -4.947436666 -4.963979205
1094 -1.596619319 -1.596619319 -1.596619319 -1.39807829 -1.802350121 -1.838587449 -1.802959835 -1.802959835 -1.630353674 -1.762328976
1095 -4.226574521 -4.019590816 -3.908344909 -3.983264128 -3.78094321 -4.262566947 -4.139849588 -4.233978309 -4.040002046 -4.235382053
1096 -4.779405673 -4.779405673 -4.779405673 -4.779405673 -4.779405673 -4.976274113 -4.863649204 -4.915288856 -4.915288856 -5.008987465
1097 -4.111272861 -3.800082054 -3.909790635 -3.416992856 -3.800082054 -3.669944909 -3.669944909 -3.800665684 -3.646109111 -3.669944909
1098 -4.139459197 -3.896053917 -3.651144544 -4.028227624 -3.896053917 -4.288248587 -4.12895848 -4.12895848 -3.976487866 -4.12895848
1099 -4.707471264 -4.376066362 -4.592707036 -4.343444482 -4.474626061 -4.12895848 -3.80865243 -3.846484223 -4.659949834 -4.334953459
1100 -4.924402201 -4.924402201 -5.184759263 -5.124261449 -4.340181774 -4.445227674 -5.115157309 -4.968778502 -4.968778502 -4.976274113
1101 -1.667423941 -2.820629086 -2.120084544 -3.223521703 -2.962035223 -3.367081821 -3.05356128 -2.493715272 -3.05356128 -3.05356128
1102 -5.115155909 -5.081619335 -5.081619335 -5.081619335 -5.081619335 -5.243928857 -5.243928857 -5.316518448 -4.998961587 -5.243928857
1103 -5.349681176 -5.191774144 -5.209184732 -5.175006983 -5.099407551 -5.386958154 -5.396674393 -5.304502645 -5.396674393 -5.485063674
1104 -2.024137346 -2.320215551 -2.202603149 -2.787809643 -2.092527095 -1.709992082 -1.859325834 -1.453719493 -2.311296213 -2.036107623
1105 -5.6108804 -5.49966967 -5.421783175 -5.421783175 -4.987292915 -5.26651179 -5.26651179 -5.177891021 -5.26651179 -5.26651179
1106 -4.501700696 -4.197786516 -4.474626061 -4.197786516 -4.16995127 -4.864897145 -4.864897145 -4.809267206 -4.849634775 -4.981976279
1107 -2.71623741 -2.835281737 -2.835281737 -2.793616935 -3.009604365 -3.060216092 -3.156489161 -2.832581139 -2.7925799 -3.05356128
1108 -3.839400885 -3.855825791 -3.855825791 -3.797905012 -3.935354509 -3.837724862 -3.549569863 -3.486072108 -3.47389674 -3.549569863
1109 -3.545895178 -3.424668041 -3.736136917 -3.621934856 -3.545895178 -3.546652574 -3.401984164 -3.496141995 -3.275275822 -3.310914107
1110 -4.024117324 -3.840681633 -4.024117324 -3.983264128 -4.024117324 -4.604614038 -4.408637593 -4.589130286 -4.044662578 -4.296657799
1111 -3.577814872 -3.451130993 -2.75353811 -2.62001333 -3.262443313 -3.33425727 -3.410608115 -2.447957771 -3.740193395 -3.866901747
1112 -3.309539678 -2.659752443 -2.944355128 -2.708299125 -2.990151817 -3.758524586 -3.598855322 -3.750049084 -3.710427469 -3.594937205
1113 -2.425844125 -2.288040884 -2.32650834 -2.32650834 -2.027138123 -1.920821861 -1.8510946 -1.8510946 -2.03866034 -1.782459234
1114 -3.176622117 -2.861228302 -3.156826054 -2.520774415 -2.955700701 -3.248688812 -3.248688812 -3.352096628 -3.087358804 -3.337200836
1115 -3.387138698 -4.024117324 -4.024117324 -4.024117324 -4.495015416 -4.18696109 -4.314652551 -4.100594745 -4.241297089 -4.219913398
1116 -2.665590157 -2.602700697 -2.827184074 -2.309901369 -2.558085536 -3.241348974 -3.337200836 -3.337200836 -3.337200836 -3.337200836
1117 -3.03180171 -3.11736276 -2.867844516 -2.90853699 -3.070396127 -2.772021302 -3.229263817 -2.877942425 -3.265316212 -3.616787832
1118 -4.103333712 -3.699196737 -3.993994447 -3.687375492 -3.993994447 -3.948277478 -4.133437358 -3.948277478 -3.786208147 -3.894551678
1119 -3.790098118 -3.579080768 -3.579080768 -2.877941662 -3.508378353 -3.852388636 -3.486781523 -3.593914771 -2.974015699 -3.445576366
1120 -4.117561449 -4.079338783 -4.127169488 -3.683294624 -4.117561449 -3.894551678 -3.894551678 -4.104148775 -3.705197905 -4.036376566
1121 -1.321158377 -1.024930626 -1.024930626 -0.938697842 -0.940892541 -0.798707212 -0.780212482 -1.148903835 -0.744265781 -0.798707212
1122 -2.433300255 -2.327327684 -2.659889301 -2.039204037 -2.422438571 -2.926141902 -2.91531354 -3.114449013 -2.6085327 -2.780081905
1123 -4.597199042 -4.597199042 -4.597199042 -4.540651282 -4.597199042 -4.6755434 -4.6755434 -4.6288045 -4.487579188 -4.6755434
1124 -5.09032798 -5.025997102 -5.231727859 -4.87798262 -5.025997102 -4.976198365 -5.101132689 -4.92696891 -4.844004416 -4.976198365
1125 -4.312725615 -4.312725615 -4.024117324 -4.027541078 -4.444125212 -4.22167102 -4.22167102 -4.22167102 -4.22167102 -4.22167102
1126 -2.650075717 -2.494169161 -2.648171734 -2.387909733 -2.602700697 -2.379995169 -2.315110859 -2.437353851 -2.197373078 -2.245884707
1127 -4.553313785 -4.553313785 -4.553313785 -4.545873779 -4.536009265 -4.383815535 -4.35356282 -4.35356282 -4.23324641 -4.36206297
1128 -6.071758548 -5.863471333 -5.905763195 -5.905763195 -5.905763195 -5.80648021 -5.694664407 -5.717239126 -5.666546222 -5.694664407
1129 -3.800082054 -3.698982661 -3.772246801 -3.575175543 -3.993994447 -3.99195242 -4.213743408 -3.99195242 -3.88709199 -3.80860929
1553183 -5.145769671 -5.145769671 -4.967604084 -5.145769671 -5.145769671 -5.629145695 -5.618465385 -5.746871018 -5.294571316 -5.462593631
1553185 2.525887104 2.250404815 2.006453074 1.311902168 1.703871978 1.358785588 1.612138974 1.934990285 0.737781358 1.295932028
1553186 1.550725614 1.134353884 0.936252658 0.180296945 0.615076107 0.419110866 0.708884821 1.174542037 -0.006379327 0.515451917
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1558168 -3.03180171 -2.814907957 -2.984515539 -2.90501903 -2.984515539 -2.798675697 -2.909289649 -2.793121233 -2.606139463 -2.825404746
1558170 -4.67656933 -4.583646244 -4.664667859 -4.743785979 -4.67656933 -5.337792546 -5.098791517 -4.675098468 -5.098791517 -5.098791517
1558173 -0.131795469 0.336362661 0.140810166 -1.21221655 0.342013186 -0.111142108 0.454731949 0.495464778 -2.185404717 0.069543312
1558174 -2.679535545 -2.32650834 -2.315460908 -2.25289417 -2.398777903 -2.067607513 -2.067607513 -2.067607513 -2.419120088 -1.915682856
1558176 -3.230413086 -3.050157755 -3.050157755 -2.871312234 -3.050157755 -3.23636384 -3.142103291 -3.166498764 -3.142103291 -3.020781822
1558177 -5.396089477 -5.481575181 -5.601353538 -5.410045051 -5.481575181 -5.147104052 -5.147104052 -5.147104052 -5.367938684 -5.0954644
1558179 -2.61660585 -2.88336829 -3.006572273 -2.845955491 -2.97999012 -2.712250951 -3.073421664 -2.87290852 -2.87290852 -2.815472288
1558181 -3.690257856 -3.613472434 -3.781285262 -3.50832068 -3.847585966 -3.800665684 -3.800665684 -3.800665684 -3.668382441 -3.800665684
1558183 -3.03783501 -3.03783501 -3.03783501 -3.03783501 -2.899105292 -3.123146688 -3.110504901 -3.304538536 -3.214353302 -3.214353302
1558184 -3.147531418 -4.082458244 -3.112002513 -2.830501504 -3.687028998 -3.577410409 -3.765242247 -3.577410409 -3.739515781 -3.229592119
1558185 -5.543487831 -5.681056295 -5.543487831 -5.667575562 -5.489406291 -5.694664407 -5.738793011 -5.694664407 -5.659036829 -5.694664407
1558186 -5.473271354 -5.473271354 -5.608256701 -5.579466159 -5.416380084 -4.976274113 -4.976274113 -4.884102433 -4.976274113 -5.117022251
1558189 -4.553313785 -4.459448106 -4.459448106 -4.164491068 -4.459448106 -4.701199627 -4.701199627 -4.701199627 -4.701199627 -4.701199627
1558193 -4.14737216 -4.14737216 -4.14737216 -3.786828544 -4.14737216 -4.600240846 -4.602054815 -4.600240846 -4.585512261 -4.823892019
1558195 -0.332826996 -0.228112512 0.30492362 -0.169327202 0.337824685 0.624163943 -0.416299559 0.041576698 -0.196829067 -0.758541419
1558199 -4.23344534 -4.333296947 -3.985580099 -4.23344534 -3.92252306 -4.18696109 -4.649694564 -4.670577865 -4.649694564 -4.626801727
1558201 0.244319276 0.30788967 0.223921401 0.268663482 0.339684746 0.379814158 0.421631943 0.156388855 0.438712526 0.307970675
1558202 -4.992018876 -5.025673927 -5.025673927 -5.025673927 -5.025673927 -4.977873726 -4.977873726 -4.814927124 -5.037806267 -4.977873726
1558208 -3.378153929 -3.243159368 -3.441572541 -2.891625049 -3.339274884 -3.618522317 -3.549442649 -3.710427469 -3.353453167 -3.437273053
1558210 -4.597199042 -4.597199042 -4.779405673 -4.49592728 -4.597199042 -4.772443956 -4.6755434 -4.864897145 -4.259692188 -4.650796929
1558211 -2.734245122 -2.462080406 -2.462080406 -2.188437633 -2.537071811 -2.681117917 -2.586783277 -2.51819346 -2.423621344 -2.348895571
1558212 -2.75353811 -2.75353811 -2.75353811 -2.466663698 -3.117748606 -3.060721792 -2.87290852 -2.613711683 -2.87290852 -2.837133049
1558214 -2.999676688 -2.266232 -2.133059456 -2.666385706 -1.884257834 -2.619692306 -2.985084205 -2.634758402 -2.62275266 -2.410536379
1558215 -1.312298707 -0.968100801 -1.122613969 -0.623379117 -0.855575072 -1.033035802 -0.839960953 -1.255375122 -0.79578565 -1.232918129
1558216 -4.964947449 -4.623541358 -4.858642048 -4.858642048 -4.858642048 -4.690271935 -4.807351073 -4.690271935 -4.553043839 -4.690271935
1558217 -3.555849708 -3.772246801 -3.96488955 -3.772246801 -3.974798416 -3.074783275 -3.180011487 -3.230654976 -2.640650614 -3.032339281
1558220 -2.402402154 -3.441247913 -3.216638793 -4.132864683 -2.818227263 -3.443300048 -3.4622284 -3.056150321 -3.214353302 -2.823640785
1558225 -5.79023182 -5.79023182 -5.79023182 -5.621160492 -5.79023182 -6.06539699 -5.802865404 -5.838492984 -5.847782037 -6.011160907
1558226 -5.888398818 -5.763036293 -5.706584424 -5.853518277 -5.721583354 -5.867043623 -5.927113789 -5.996983514 -5.866917407 -5.927113789
1558230 -2.79383558 -2.758250893 -2.837273749 -2.482510506 -2.816899291 -2.455346861 -2.372749328 -2.372749328 -2.372749328 -2.372749328
1558233 -0.471047828 -0.544251702 -0.375213106 -0.180853195 -0.805216199 -0.512320768 -0.512320768 -0.512320768 -0.572231285 -0.455456045
1558234 -5.6108804 -5.55543877 -5.542848545 -5.617220625 -5.487356019 -5.608518384 -5.769892235 -5.705343198 -5.705343198 -5.705343198
1558236 0.012254366 -0.105035893 -0.105035893 -0.540361985 -0.113414599 0.069543312 -0.063451434 -0.530032675 -0.129327747 -0.197828953
1558237 0.17478292 0.037606451 0.037606451 -0.565988514 0.187539417 0.322102076 0.099365656 -0.360745402 -0.26719131 -0.100225428
1558238 -4.065156996 -3.433476288 -3.663461303 -3.5278322 -3.647610617 -3.760009017 -3.549569863 -3.549569863 -3.377747223 -3.549569863
1558247 -4.553313785 -4.474626061 -4.484316998 -4.259835099 -4.474626061 -4.851695413 -4.92696891 -5.101672939 -4.851695413 -4.92696891
1558248 -3.762153321 -3.66299457 -3.949453625 -3.726358841 -3.726358841 -3.604246294 -3.740288019 -3.894551678 -3.612036135 -3.740288019
1558249 -2.03738891 -2.166092232 -2.166092232 -2.508005096 -1.908953941 -2.082340193 -1.908957311 -2.018154219 -2.366179394 -2.114775361
1558250 -0.699051148 -1.225296077 -1.097337886 -1.149004473 -1.097337886 -0.788523113 -1.301089909 -1.286560649 -1.259490085 -1.249920655
1558251 -3.112002513 -3.756637758 -3.540508652 -4.12714264 -3.537650539 -3.353481936 -3.800665684 -2.687296652 -4.186861767 -3.414282986
1558253 -2.431446809 -2.773547058 -2.380631308 -2.506785974 -2.506785974 -3.207045337 -3.365361964 -2.680949563 -3.253984971 -3.207045337
1558254 -0.910721961 -1.347372385 -1.103111004 -1.340379849 -0.728658691 -1.06022133 -1.101433979 -1.101433979 -0.880891261 -1.58586746
1558256 -1.345330736 -1.14454283 -1.11264139 -0.99482088 -1.021552766 -1.049055173 -1.100061424 -2.094914716 -1.117732652 -1.171873547
1558262 -5.025673927 -5.025673927 -5.322005887 -5.001868449 -5.045963559 -5.302975737 -5.308391456 -5.434867556 -5.302975737 -5.2071742
1558273 -4.340768248 -4.340768248 -4.434685651 -4.266939931 -4.340768248 -4.600240846 -4.477718838 -4.600240846 -4.315664143 -4.600240846
1558275 -2.85645576 -2.904348975 -2.904348975 -2.904348975 -2.904348975 -3.114449013 -3.236686024 -3.236686024 -3.46025139 -3.236686024
1558277 -4.80139646 -4.531265406 -4.842849387 -4.75250354 -4.80139646 -4.976274113 -4.976274113 -4.976274113 -4.976274113 -4.976274113
1558279 -0.922011204 -0.869740302 -0.820399425 -0.594404165 -0.960323808 -0.390990126 -0.512320768 -0.610804425 -0.434953331 -0.35479457
1558280 -2.809236536 -2.084638674 -2.623737706 -2.779023615 -1.969213473 -2.420101333 -3.032275686 -2.630705639 -2.36288749 -2.630705639
1558281 -0.380000474 -0.329118919 -1.180246758 -0.731723719 -0.154624578 -0.6274748 -0.397206697 -0.94901226 -0.826134584 -1.314759675
1558289 -2.207348953 -2.023255575 -2.477491356 -2.060565298 -2.161837049 -2.122385072 -2.261145968 -2.28606965 -1.879218309 -2.261145968
1558290 -2.433913872 -1.746990318 -2.237910215 -1.864656653 -1.26611962 -1.797964799 -1.97551708 -2.346090444 -1.879218309 -2.145425948
1558292 -0.642018117 -0.561229413 -0.670088178 -0.406152809 -0.320231223 -0.45539368 -0.953408617 -0.801033834 -0.601772463 -0.198129169
1558293 -4.793354656 -5.119810071 -4.722081239 -4.793354656 -4.885537618 -4.877141589 -4.888329769 -4.92696891 -5.099877987 -5.100222279
1558295 -4.540188357 -4.708649737 -4.540188357 -4.475857478 -4.863402668 -5.074210775 -4.979471656 -4.752739806 -4.979471656 -4.979471656
1558299 -1.148549267 -1.327015069 -1.308851907 -1.421580606 -1.46881143 -1.208306499 -1.830885218 -1.037956119 -1.424285088 -1.381344938
1558300 -5.524931126 -5.329926076 -5.480486791 -5.337745111 -5.319904836 -5.787849515 -5.787849515 -5.860439097 -5.787849515 -5.787849515
1558301 -5.561380785 -5.429563246 -5.561380785 -5.494699599 -5.590653219 -5.563957113 -5.563957113 -5.680785707 -5.37478096 -5.651511568
1558304 -0.870614645 -0.403461188 -0.691197923 -0.542240614 -0.332826996 -0.450275575 -0.589361041 -0.678156616 -0.589361041 -0.528387398
1558305 -5.405787861 -5.425629644 -5.002675505 -5.284351156 -5.284351156 -5.281718054 -5.171555435 -4.953640125 -5.171555435 -5.171555435
1558306 -4.67656933 -4.67656933 -4.722081239 -4.634986447 -4.67656933 -4.815069827 -4.800237366 -4.919127434 -4.815069827 -4.815069827
1558308 -5.588009179 -5.473271354 -5.349183571 -5.473271354 -5.473271354 -5.087111513 -5.087111513 -5.199431995 -4.985347308 -5.037806267
1558310 -2.75353811 -2.823493698 -2.823493698 -2.786894744 -2.823493698 -3.410608115 -3.264663054 -3.352379625 -3.205846808 -3.207829776
1558315 -5.346580357 -5.221774949 -5.221774949 -5.066644529 -5.221774949 -5.147104052 -5.256386443 -5.2071742 -5.2071742 -5.130524427
1558320 -5.214771181 -5.025673927 -5.147378603 -5.025673927 -4.922076571 -5.00158525 -5.292360773 -5.380981571 -5.217741805 -5.396674393
1558322 -5.561380785 -5.561380785 -5.561380785 -5.487730986 -5.561380785 -5.638033121 -5.536685239 -5.553916349 -5.553916349 -5.553916349
1558323 -3.522762189 -3.343687457 -3.570633308 -3.445769804 -3.630620116 -3.634193476 -3.612156429 -3.750049084 -3.388527744 -3.597207056
1558324 -3.885757704 -3.854748485 -3.854748485 -3.823376647 -3.976391352 -3.899535265 -3.735545124 -3.899535265 -3.899535265 -4.047582359
1558327 -2.494479537 -2.625257291 -2.625257291 -2.625257291 -2.625257291 -2.990698375 -3.277815897 -2.990698375 -2.990698375 -2.896533729
1558329 -3.024262989 -2.96362264 -3.00003421 -2.699897264 -2.913038198 -2.843905929 -3.009130251 -3.15529996 -2.914391115 -2.988497663
1558330 -2.971588806 -2.88336829 -2.88336829 -2.623366896 -2.88336829 -3.236686024 -3.062928581 -3.496171672 -3.062928581 -3.248821943
1558331 -1.890549021 -2.942580772 -2.609096071 -3.079999486 -2.888789805 -3.410926411 -3.431102067 -2.987853807 -4.363000512 -3.297792148
1558333 -4.225477665 -3.896053917 -4.016149627 -3.904420524 -4.089542717 -3.648202682 -3.648202682 -3.948277478 -3.477044852 -3.648202682
1558334 -2.817945609 -2.809236536 -2.875676492 -2.510556067 -2.661781698 -2.606139463 -2.606139463 -2.542670157 -2.699838077 -2.606139463
1558336 -5.221774949 -5.221774949 -5.221774949 -5.137736834 -5.221774949 -5.15809516 -5.2071742 -5.2071742 -5.2071742 -5.2071742
1558337 -4.91559789 -5.005002975 -4.91559789 -4.708281597 -4.91559789 -4.502978577 -4.502978577 -4.502978577 -4.402163699 -4.455343158
1558338 -2.401354676 -3.418599355 -3.418599355 -3.780318737 -3.418599355 -2.926617173 -3.020781822 -2.926617173 -2.806542696 -2.918713161
1558340 -2.734071846 -2.418071987 -2.646837396 -2.50031086 -2.50031086 -2.266517802 -2.218780028 -2.280452407 -2.266517802 -2.262821683
1558342 -2.055236468 -2.002976046 -1.985684817 -1.948815377 -1.582702654 -2.285467679 -2.172015125 -2.31586875 -2.186753806 -2.280452407
1558343 -5.462300128 -5.322233344 -5.368434457 -5.490139104 -5.368434457 -5.486859578 -5.396674393 -5.438762507 -5.302063896 -5.396674393
1558345 -1.765631534 -1.770168957 -1.758702421 -1.865337825 -2.192717224 -2.171909946 -1.307566042 -2.955189918 -1.576032386 -2.155330307
1558346 -2.891178847 -3.840647156 -3.754093378 -3.650193275 -3.726358841 -4.197598107 -4.516193495 -4.059527171 -4.293460359 -4.293460359
1558348 -3.111349236 -3.42742976 -3.418599355 -3.418599355 -3.418599355 -3.577410409 -3.535247382 -3.577410409 -3.559710146 -3.676018028
1558354 -4.14737216 -4.075814354 -4.186251208 -4.14737216 -4.14737216 -5.192490126 -5.192490126 -5.098791517 -5.098791517 -5.098791517
1558356 -4.034231464 -4.418509744 -3.671192923 -4.905202865 -4.353855691 -4.223687234 -4.35356282 -4.35356282 -4.655070777 -4.35356282
1558365 -2.955700701 -2.932756349 -2.84643149 -3.03783501 -2.970618211 -3.078691485 -2.926617173 -2.771584989 -3.443430417 -2.988305626
1558368 -3.885757704 -3.885757704 -3.806774121 -3.761202655 -4.033035766 -4.111796769 -4.111796769 -4.111796769 -3.959492006 -4.294373995
1558369 -1.429090379 -1.691025911 -1.253187803 -1.861902586 -1.917157039 -1.810363766 -2.539499022 -1.308189679 -1.810363766 -1.596758961
1558371 -1.380357919 -1.724731107 -1.778831485 -2.728907432 -1.632417064 -2.500005038 -2.223291307 -2.712946326 -3.173485365 -2.630705639
1558372 -5.284351156 -5.382255934 -5.234619294 -5.284351156 -5.284351156 -5.498355781 -5.498355781 -5.498355781 -5.498355781 -5.480641967
1558373 -5.246205499 -5.421783175 -5.421783175 -5.421783175 -5.421783175 -5.302975737 -5.302975737 -5.302975737 -5.4554747 -5.302975737
1558375 -5.275856459 -5.325899698 -5.184671687 -5.275856459 -5.40945328 -4.706058757 -4.477718838 -4.632419949 -4.364981767 -4.425512298
1558378 1.568715035 1.219344059 0.984751248 0.248953167 1.567767408 0.376736258 1.39567286 0.342429699 0.024452289 0.482537229
1558381 -2.268952225 -2.341371089 -2.341371089 -2.044489861 -2.492466138 -2.471356937 -2.471356937 -2.941062417 -2.298092906 -2.471356937
1558383 -5.353082066 -5.366245283 -5.300317664 -5.237741451 -5.221774949 -5.786608071 -5.641470719 -5.498355781 -5.641470719 -5.641470719
1558385 -2.689329987 -3.738166031 -3.476524438 -3.961838977 -3.504969424 -3.648259009 -3.800665684 -3.174517552 -3.970155345 -3.79393441
1558387 -5.983649694 -5.943986027 -5.897495349 -5.943986027 -5.943986027 -5.926402829 -5.966547311 -5.632741456 -5.984648774 -6.053345283
1558388 -4.648473703 -4.704925517 -4.446820587 -4.648473703 -5.025673927 -4.56838914 -4.624915529 -4.047582359 -4.145006945 -4.402163699
1558390 -4.474626061 -4.990558021 -4.85387464 -4.457231905 -4.845418616 -5.282921298 -5.165645915 -5.3434709 -4.752739806 -4.800198737
1558391 -3.328962993 -3.383387312 -3.31271548 -3.440567315 -3.328962993 -3.777723085 -3.590193797 -3.894551678 -3.669252964 -3.777723085
1558392 -2.552936476 -2.7216999 -2.699897264 -3.774009888 -2.642572834 -3.576761081 -3.080312025 -3.576761081 -3.866745447 -3.576761081
1558393 -3.126282022 -2.861802314 -3.18964727 -2.50937917 -2.761950717 -2.768759328 -2.712250951 -2.684891285 -2.332214275 -2.582538427
1558394 -5.532255726 -5.418549235 -5.581987524 -5.532255726 -5.532255726 -5.563957113 -5.563957113 -5.361204252 -5.808025146 -5.563957113
1558397 -3.105246303 -1.387429245 -1.387429245 -0.981657174 -1.387429245 -0.92852717 -1.38551839 -1.563269606 -1.129012945 -1.296048662
1558398 -3.211107512 -3.062155351 -3.108320837 -2.874239178 -3.123348363 -3.339062332 -3.297792148 -3.444170922 -3.213365889 -3.297792148
1558400 -2.79383558 -2.486671977 -3.01436074 -2.442381293 -2.810721282 -3.149381785 -3.114449013 -3.289844508 -3.114449013 -2.958001888
1558401 -3.307393662 -3.392334165 -2.88336829 -3.307393662 -3.307393662 -3.187171624 -3.383425988 -3.124703782 -3.437035468 -3.177910736
1558402 -5.09032798 -5.09032798 -5.09032798 -5.09032798 -5.09032798 -5.12545314 -5.12545314 -5.12545314 -5.12545314 -5.12545314
-------------- next part --------------
Array Sample Batch
G16-1 G16-1 1
G19-1 G19-1 1
G20-1 G20-1 1
G23-1 G23-1 1
G27-1 G27-1 1
G29-1 G29-1 2
G30-1 G30-1 2
G31-1 G31-1 2
G32-1 G32-1 2
G33-1 G33-1 2
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