밀리초 단위로 가장 최근 타임스탬프와 일치

밀리초 단위로 가장 최근 타임스탬프와 일치

아래와 같이 큰 data.txt 파일이 있습니다. 각 타임스탬프에 대해 5분 후 가장 가까운 시간 일치와 열 4의 값을 찾아야 합니다. 이제 두 개의 새로운 열에 둘 다 인쇄합니다.

예를 들어, "2018-02-16 16:45:29.557 Farad 0.0004300000"의 경우 5분 후(예: 대략) 16:50:40.486 Farad 0.0002400000 이후에 사용 가능한 가장 좋은 시간을 찾아야 합니다.

여기에는 정확한 시간 일치가 없으므로 가장 최근 일치 항목만 필요합니다. 또한 날짜가 2018-02-16에서 2018-02-17로 변경되면 코드가 원활하게 실행되어야 합니다.

최종 출력은 다음과 같아야합니다

"2018-02-16      16:45:29.557    farads  0.0004300000 16:50:40.486 0.0002400000"

어떻게 해야 하나요?

   col1       col2       col3      col4
2018-02-16 16:46:09.300 farads 0.0004300000
2018-02-16 16:47:10.987 farads 0.0002800000
2018-02-16 16:47:51.611 farads 0.0006500000
2018-02-16 16:47:51.612 farads 0.0006500000
2018-02-16 16:48:34.077 farads 0.0006600000
2018-02-16 16:49:17.015 farads 0.0003300000
2018-02-16 16:49:59.075 farads 0.0000700000
2018-02-16 16:50:40.486 farads 0.0002400000
2018-02-16 16:51:22.525 farads 0.0005900000
2018-02-16 16:52:01.997 farads 0.0003900000
2018-02-16 16:52:43.612 farads 0.0005200000
2018-02-16 16:53:23.550 farads 0.0003900000
2018-02-16 16:54:03.276 farads 0.0005300000
2018-02-16 16:54:44.223 farads 0.0003800000
2018-02-16 16:55:24.769 farads 0.0003200000
2018-02-16 16:56:10.028 farads 0.0002700000
2018-02-16 16:56:57.624 farads 0.0000900000
2018-02-16 16:57:37.387 farads 0.0003000000
2018-02-16 16:58:16.929 farads 0.0005800000
2018-02-16 16:58:56.961 farads 0.0003000000
2018-02-16 16:59:39.217 farads 0.0001900000
2018-02-16 17:00:19.129 farads 0.0005800000
2018-02-16 17:00:59.328 farads 0.0001500000
2018-02-16 17:01:39.138 farads 0.0005400000
2018-02-16 17:02:19.786 farads 0.0006600000
2018-02-16 17:03:00.236 farads 0.0004700000
2018-02-16 17:03:44.343 farads 0.0003300000
2018-02-16 17:04:24.996 farads 0.0002200000
2018-02-16 17:05:05.754 farads 0.0003200000
2018-02-16 17:05:48.512 farads 0.0004600000
2018-02-16 17:06:29.248 farads 0.0003700000
2018-02-16 17:07:09.819 farads 0.0001300000
2018-02-16 17:07:50.392 farads 0.0005500000
2018-02-16 17:08:32.397 farads 0.0002000000
2018-02-16 17:09:14.778 farads 0.0003000000
2018-02-16 17:09:57.688 farads 0.0003100000
2018-02-16 17:10:37.237 farads 0.0003900000
2018-02-16 17:11:21.559 farads 0.0003500000
2018-02-16 17:12:00.945 farads 0.0003500000
2018-02-16 17:12:00.946 farads 0.0003500000
2018-02-16 17:12:44.127 farads 0.0003200000
2018-02-16 17:13:26.579 farads 0.0003800000
2018-02-16 17:14:09.175 farads 0.0001100000
2018-02-16 17:14:49.552 farads 0.0001300000
2018-02-16 17:14:49.553 farads 0.0001300000
2018-02-16 17:15:31.044 farads 0.0002000000
2018-02-16 17:16:12.038 farads 0.0000400000
2018-02-16 17:16:12.039 farads 0.0000400000
2018-02-16 17:16:52.956 farads 0.0002300000
2018-02-16 17:17:33.238 farads 0.0001900000
2018-02-16 17:18:12.986 farads 0.0001900000
2018-02-16 17:18:12.987 farads 0.0001900000
2018-02-16 17:18:54.214 farads 0.0002300000
2018-02-16 17:19:34.432 farads 0.0001500000
2018-02-16 17:20:22.002 farads 0.0000700000
2018-02-16 17:21:03.320 farads 0.0001100000
2018-02-16 17:21:43.477 farads 0.0002000000
2018-02-16 17:22:27.400 farads 0.0003500000
2018-02-16 17:23:11.224 farads 0.0001700000
2018-02-16 17:23:52.907 farads 0.0001100000
2018-02-16 17:24:40.392 farads 0.0001500000
2018-02-16 17:25:23.026 farads 0.0001400000
2018-02-16 17:26:03.886 farads 0.0003100000
2018-02-16 17:26:45.191 farads 0.0001900000
2018-02-16 17:26:45.192 farads 0.0001900000
2018-02-16 17:27:28.652 farads 0.0001000000
2018-02-16 17:28:09.625 farads 0.0002000000
2018-02-16 17:28:49.753 farads 0.0001500000
2018-02-16 17:29:29.224 farads 0.0005600000
2018-02-16 17:30:10.520 farads 0.0002100000
2018-02-16 17:30:50.702 farads 0.0001700000
2018-02-16 17:31:30.077 farads 0.0004800000
2018-02-16 17:32:11.586 farads 0.0003800000
2018-02-16 17:32:51.434 farads 0.0003600000
2018-02-16 17:33:31.457 farads 0.0005300000
2018-02-16 17:34:10.910 farads 0.0007600000
2018-02-16 17:34:51.174 farads 0.0004400000
2018-02-16 17:34:51.175 farads 0.0004400000
2018-02-16 17:35:31.234 farads 0.0004800000
2018-02-16 17:36:22.164 farads 0.0002600000
2018-02-16 17:37:02.616 farads 0.0004100000
2018-02-16 17:37:42.127 farads 0.0003500000
2018-02-16 17:38:23.346 farads 0.0004100000
2018-02-16 17:39:04.611 farads 0.0002400000
2018-02-16 17:39:46.119 farads 0.0000700000
2018-02-16 17:40:33.633 farads 0.0001500000
2018-02-16 17:41:13.307 farads 0.0001500000
2018-02-16 17:41:13.308 farads 0.0001500000
2018-02-16 17:41:54.643 farads 0.0003100000
2018-02-16 17:42:33.994 farads 0.0002300000
2018-02-16 17:43:14.389 farads 0.0004000000
2018-02-16 17:43:54.324 farads 0.0002200000
2018-02-16 17:44:36.122 farads 0.0001800000
2018-02-16 17:45:16.828 farads 0.0002600000
2018-02-16 17:45:59.158 farads 0.0001500000
2018-02-16 17:46:45.126 farads 0.0000700000
2018-02-16 17:47:25.236 farads 0.0004400000
2018-02-16 17:48:12.096 farads 0.0002200000
2018-02-16 17:49:01.891 farads 0.0001600000
2018-02-16 17:49:50.422 farads 0.0002100000
2018-02-16 17:50:31.222 farads 0.0001300000
2018-02-16 17:51:12.651 farads 0.0002600000
2018-02-16 17:51:12.652 farads 0.0002600000
2018-02-16 17:51:53.478 farads 0.0001300000
2018-02-16 17:52:34.145 farads 0.0004600000
2018-02-16 17:53:14.374 farads 0.0003300000
2018-02-16 23:53:53.906 farads 0.0002600000
2018-02-16 23:54:34.453 farads 0.0001200000
2018-02-16 23:55:15.512 farads 0.0001600000
2018-02-16 23:55:58.161 farads 0.0001800000
2018-02-16 23:56:46.602 farads 0.0002600000
2018-02-16 23:57:26.829 farads 0.0003100000
2018-02-16 23:57:26.830 farads 0.0003100000
2018-02-16 23:58:06.991 farads 0.0004400000
2018-02-16 23:58:47.104 farads 0.0003600000
2018-02-16 23:58:47.105 farads 0.0003600000
2018-02-16 23:59:27.080 farads 0.0002300000
2018-02-17 00:00:07.008 farads 0.0002900000
2018-02-17 00:00:07.009 farads 0.0002900000
2018-02-17 00:00:51.685 farads 0.0004900000
2018-02-17 00:01:30.835 farads 0.0003000000
2018-02-17 00:02:14.187 farads 0.0004300000
2018-02-17 00:02:56.048 farads 0.0004700000
2018-02-17 00:03:39.758 farads 0.0004200000
2018-02-17 00:04:19.990 farads 0.0001600000
2018-02-17 00:04:59.854 farads 0.0001700000
2018-02-17 00:05:40.967 farads 0.0001400000
2018-02-17 00:06:24.584 farads 0.0001000000
2018-02-17 00:07:04.742 farads 0.0002500000
2018-02-17 00:07:48.107 farads 0.0003600000
2018-02-17 00:08:31.136 farads 0.0000700000
2018-02-17 00:09:12.429 farads 0.0001500000
2018-02-17 00:09:59.567 farads 0.0002500000
2018-02-17 00:10:41.062 farads 0.0001900000
2018-02-17 00:11:21.016 farads 0.0001600000
2018-02-17 00:12:00.863 farads 0.0001600000
2018-02-17 00:12:41.023 farads 0.0002400000
2018-02-17 00:13:22.429 farads 0.0001500000
2018-02-17 00:14:04.826 farads 0.0004100000
2018-02-17 00:14:51.079 farads 0.0001600000
2018-02-17 00:15:31.247 farads 0.0003500000
2018-02-17 00:16:17.396 farads 0.0001900000
2018-02-17 00:16:56.912 farads 0.0002100000
2018-02-17 00:17:37.895 farads 0.0001800000
2018-02-17 00:18:18.354 farads 0.0003700000
2018-02-17 00:18:58.071 farads 0.0004700000
2018-02-17 18:19:38.135 farads 0.0002000000
2018-02-17 18:20:22.373 farads 0.0002600000
2018-02-17 18:21:02.161 farads 0.0003000000
2018-02-17 18:21:43.806 farads 0.0002700000
2018-02-17 18:22:25.394 farads 0.0002500000
2018-02-17 18:23:06.549 farads 0.0003100000
2018-02-17 18:23:46.638 farads 0.0002100000
2018-02-17 18:24:27.966 farads 0.0001800000
2018-02-17 18:25:11.832 farads 0.0002800000
2018-02-17 18:25:52.344 farads 0.0003000000
2018-02-17 18:26:33.672 farads 0.0002600000
2018-02-17 18:27:15.499 farads 0.0004300000
2018-02-17 18:27:55.288 farads 0.0004800000
2018-02-17 18:28:56.699 farads 0.0004200000
2018-02-17 18:29:40.909 farads 0.0002100000
2018-02-17 18:30:20.942 farads 0.0003400000
2018-02-17 18:31:03.937 farads 0.0003500000
2018-02-17 18:31:51.329 farads 0.0002500000
2018-02-17 18:32:32.608 farads 0.0005000000
2018-02-17 18:33:12.869 farads 0.0004900000
2018-02-17 18:33:52.725 farads 0.0002300000
2018-02-17 18:34:39.022 farads 0.0001300000
2018-02-17 18:35:20.579 farads 0.0002800000
2018-02-17 18:36:00.487 farads 0.0002400000
2018-02-17 18:36:51.908 farads 0.0004500000
2018-02-17 18:37:33.667 farads 0.0002500000
2018-02-17 18:38:13.989 farads 0.0004700000
2018-02-17 18:38:53.753 farads 0.0003500000
2018-02-17 18:39:34.052 farads 0.0004100000

답변1

노트:처음 이 글을 올렸을 때, 해당 시간보다 5분 전의 시간이 해당 이후의 시간과 일치하지 않게 만드는 버그가 코드에 있었습니다. 당시에는 버그를 고칠 시간이 없어서 글을 삭제했는데, 이제는 버그가 고쳐져야 하고 답변을 삭제 취소했습니다. 그러나 예상 출력을 한 줄만 제공했기 때문에이 코드를 테스트해 보세요.더 광범위한 샘플 입력 세트를 대상으로 합니다.

CPU 시간이 걱정되지 않는다고 하셨는데, 처음에 각 라인을 다른 라인과 비교하여 강제로 적용하려는 시도는 1800 라인 파일에서 실행하는 데 30초가 걸렸기 때문에 해시로 최적화했습니다. %mins핵심은 시간은 분 단위까지 정확하므로 각 타임스탬프에서 +4분, +5분, +6분만 고려됩니다. 이 버전은 약 4000줄의 입력 파일을 실행하는 데 약 4초가 걸립니다.

use warnings;
use strict;
use DateTime;
use DateTime::Format::Strptime;

my $strp = DateTime::Format::Strptime->new( on_error=>'croak',
    pattern => '%Y-%m-%d %H:%M:%S.%3N' );
my (@recs, %mins);
while (<>) {
    m{\A\s* ([-\d]+) \s+ ([\d:.]+) \s+farads\s+ ((?:\d+\.)?\d+) \s*\z}ixms
        or die "failed to parse line: $_";
    my $dt  = $strp->parse_datetime("$1 $2");
    my $min = int($dt->epoch/60);
    my $rec = { min=>$min, farads=>$3, dt=>$dt, seek=>$dt->clone->add(minutes=>5) };
    push @{ $mins{ $min } }, $rec;
    push @recs, $rec;
}

for my $cur (@recs) {
    my @candidates = (
        @{ $mins{$cur->{min}+4} // [] },
        @{ $mins{$cur->{min}+5} // [] },
        @{ $mins{$cur->{min}+6} // [] }  );
    my ($min_diff_ms,$min_other);
    for my $other (@candidates) {
        my $diff_ms = abs($cur->{seek}->subtract_datetime_absolute($other->{dt})
            ->in_units('nanoseconds'))/1e6;
        if (!defined $min_diff_ms || $diff_ms<$min_diff_ms) {
            $min_diff_ms = $diff_ms;
            $min_other = $other;
        }
    }
    print $cur->{dt}->strftime('%Y-%m-%d %H:%M:%S.%3N')," farads ",
        $cur->{farads}, defined($min_other) ? ( " ",
            $min_other->{dt}->strftime('%Y-%m-%d %H:%M:%S.%3N')," ",
            $min_other->{farads} ) : '', "\n";
}

원본 샘플 입력:

 2018-02-16      16:45:29.557    farads  0.0004300000
 2018-02-16      16:45:29.557    farads  0.0004300000
 2018-02-16      16:45:29.558    farads  0.0004300000
 2018-02-16      16:46:09.300    farads  0.0004300000
 2018-02-16      16:47:10.987    farads  0.0002800000
 2018-02-16      16:47:51.611    farads  0.0006500000
 2018-02-16      16:47:51.612    farads  0.0006500000
 2018-02-16      16:48:34.077    farads  0.0006600000
 2018-02-16      16:49:17.015    farads  0.0003300000
 2018-02-16      16:49:59.075    farads  0.0000700000
 2018-02-16      16:50:40.486    farads  0.0002400000
 2018-02-16      16:51:22.525    farads  0.0005900000
 2018-02-16      16:52:01.997    farads  0.0003900000

이 입력에 대한 출력은 다음과 같습니다.

2018-02-16 16:45:29.557 farads 0.0004300000 2018-02-16 16:50:40.486 0.0002400000
2018-02-16 16:45:29.557 farads 0.0004300000 2018-02-16 16:50:40.486 0.0002400000
2018-02-16 16:45:29.558 farads 0.0004300000 2018-02-16 16:50:40.486 0.0002400000
2018-02-16 16:46:09.300 farads 0.0004300000 2018-02-16 16:51:22.525 0.0005900000
2018-02-16 16:47:10.987 farads 0.0002800000 2018-02-16 16:52:01.997 0.0003900000
2018-02-16 16:47:51.611 farads 0.0006500000 2018-02-16 16:52:01.997 0.0003900000
2018-02-16 16:47:51.612 farads 0.0006500000 2018-02-16 16:52:01.997 0.0003900000
2018-02-16 16:48:34.077 farads 0.0006600000 2018-02-16 16:52:01.997 0.0003900000
2018-02-16 16:49:17.015 farads 0.0003300000
2018-02-16 16:49:59.075 farads 0.0000700000
2018-02-16 16:50:40.486 farads 0.0002400000
2018-02-16 16:51:22.525 farads 0.0005900000
2018-02-16 16:52:01.997 farads 0.0003900000

다음은 밀리초를 무시하고 핵심 모듈을 사용하는 더 빠르지만 덜 정확한 버전입니다.Time::Piece 조금 무겁다기보다는DateTime (그러나 나는 여전히 후자를 강력히 추천합니다). 위의 것과 비교하면 실행하는 데 1초도 채 걸리지 않습니다. 정확도의 차이를 볼 수 있지만 ±1분도 허용된다고 말씀하셨습니다.

use warnings;
use strict;
use Time::Piece;

my (@recs, %mins);
while (<>) {
    m{\A\s* ([-\d]+) \s+ ([\d:]+)(\.\d+) \s+farads\s+ ((?:\d+\.)?\d+) \s*\z}ixms
        or die "failed to parse line: $_";
    my $dt  = Time::Piece->strptime("$1 $2", '%Y-%m-%d %H:%M:%S');
    my $min = int($dt->epoch/60);
    my $rec = { min=>$min, farads=>$4, timestr=>"$1 $2$3", epoch=>$dt->epoch };
    push @{ $mins{ $min } }, $rec;
    push @recs, $rec;
}

for my $cur (@recs) {
    my @candidates = (
        @{ $mins{$cur->{min}+4} // [] },
        @{ $mins{$cur->{min}+5} // [] },
        @{ $mins{$cur->{min}+6} // [] }  );
    my ($min_diff_s,$min_other);
    for my $other (@candidates) {
        my $diff_s = abs( $other->{epoch} - $cur->{epoch} );
        if (!defined $min_diff_s || $diff_s<$min_diff_s) {
            $min_diff_s = $diff_s;
            $min_other = $other;
        }
    }
    print $cur->{timestr}," farads ",$cur->{farads},
        defined($min_other)
            ? ( " ", $min_other->{timestr}," ",$min_other->{farads} )
            : '', "\n";
}

산출:

2018-02-16 16:45:29.557 farads 0.0004300000 2018-02-16 16:49:17.015 0.0003300000
2018-02-16 16:45:29.557 farads 0.0004300000 2018-02-16 16:49:17.015 0.0003300000
2018-02-16 16:45:29.558 farads 0.0004300000 2018-02-16 16:49:17.015 0.0003300000
2018-02-16 16:46:09.300 farads 0.0004300000 2018-02-16 16:50:40.486 0.0002400000
2018-02-16 16:47:10.987 farads 0.0002800000 2018-02-16 16:51:22.525 0.0005900000
2018-02-16 16:47:51.611 farads 0.0006500000 2018-02-16 16:51:22.525 0.0005900000
2018-02-16 16:47:51.612 farads 0.0006500000 2018-02-16 16:51:22.525 0.0005900000
2018-02-16 16:48:34.077 farads 0.0006600000 2018-02-16 16:52:01.997 0.0003900000
2018-02-16 16:49:17.015 farads 0.0003300000
2018-02-16 16:49:59.075 farads 0.0000700000
2018-02-16 16:50:40.486 farads 0.0002400000
2018-02-16 16:51:22.525 farads 0.0005900000
2018-02-16 16:52:01.997 farads 0.0003900000

(나는 일반적으로 코드 없이 문제에 대한 완전한 솔루션을 제공하지 않지만 이것은 나에게 흥미로운 문제였습니다.)

답변2

이것은 GNU 날짜와 함께 awk를 사용하는 옵션입니다. date날짜 및 시간 필드에서 소수 초 단위로 타임스탬프를 계산하는 "무거운 작업"을 수행하는 데 사용됩니다. 그런 다음 해당 타임스탬프에 의해 인덱스된 배열에 각 레코드를 저장합니다. 이에 대한 부작용은 중복 레코드가 "제거"된다는 것입니다. 즉, 해당 항목에 대한 결과만 반환됩니다 16:45:29.557. 모든 타임스탬프(초 단위)가 계산된 후 레코드를 반복하여 각 항목에서 "+5분"과 가장 가까운 일치 항목을 찾습니다. 가장 최근 항목의 타임스탬프 차이가 2분 미만인 경우(5분 목표와 비교) 패러데이 판독값과 함께 해당 날짜 및 시간을 인쇄합니다(문자열 "farads"를 빈 문자열로 바꾸면 됩니다). ; 그렇지 않으면 다음과 같이 "NA" 필드를 인쇄합니다.귀하의 의견을 바탕으로. 이는 특정 레코드에 대해 일치하는 항목이 "내일"일 수 있다고 가정하는 사양에서 벗어납니다.

{
  day=$1
  split($2, t, ".")
  x=day " " t[1]
  ("date --date=\""x"\" +%s") | getline seconds
  t[3]=seconds"."t[2]
  records[t[3]]=$0
}
END {
  for (record in records) {
    min=(0 + "INF")
    for (others in records) {
      # skip myself
      if (others == record) continue
      difference=(others - record) - (5 * 60)
      if (difference < 0) difference=-difference
      if (difference < min) {
         min=difference
         matchfor[record]=records[others]
      }
    }
    if (min > (60*2)) {
      print records[record], "NA NA"
    } else {
      sub("farads", "", matchfor[record])
      print records[record], matchfor[record]
    }
  }
}

샘플 입력에 대한 출력(정렬되지 않음):

 2018-02-16      16:51:22.525    farads  0.0005900000 NA NA
 2018-02-16      16:45:29.558    farads  0.0004300000  2018-02-16      16:50:40.486      0.0002400000
 2018-02-16      16:45:29.557    farads  0.0004300000  2018-02-16      16:50:40.486      0.0002400000
 2018-02-16      16:46:09.300    farads  0.0004300000  2018-02-16      16:51:22.525      0.0005900000
 2018-02-16      16:50:40.486    farads  0.0002400000 NA NA
 2018-02-16      16:48:34.077    farads  0.0006600000  2018-02-16      16:52:01.997      0.0003900000
 2018-02-16      16:47:51.612    farads  0.0006500000  2018-02-16      16:52:01.997      0.0003900000
 2018-02-16      16:47:51.611    farads  0.0006500000  2018-02-16      16:52:01.997      0.0003900000
 2018-02-16      16:49:59.075    farads  0.0000700000 NA NA
 2018-02-16      16:49:17.015    farads  0.0003300000 NA NA
 2018-02-16      16:52:01.997    farads  0.0003900000 NA NA
 2018-02-16      16:47:10.987    farads  0.0002800000  2018-02-16      16:52:01.997      0.0003900000

...그리고 다음으로 파이프됩니다 |sort.

 2018-02-16      16:45:29.557    farads  0.0004300000  2018-02-16      16:50:40.486      0.0002400000
 2018-02-16      16:45:29.558    farads  0.0004300000  2018-02-16      16:50:40.486      0.0002400000
 2018-02-16      16:46:09.300    farads  0.0004300000  2018-02-16      16:51:22.525      0.0005900000
 2018-02-16      16:47:10.987    farads  0.0002800000  2018-02-16      16:52:01.997      0.0003900000
 2018-02-16      16:47:51.611    farads  0.0006500000  2018-02-16      16:52:01.997      0.0003900000
 2018-02-16      16:47:51.612    farads  0.0006500000  2018-02-16      16:52:01.997      0.0003900000
 2018-02-16      16:48:34.077    farads  0.0006600000  2018-02-16      16:52:01.997      0.0003900000
 2018-02-16      16:49:17.015    farads  0.0003300000 NA NA
 2018-02-16      16:49:59.075    farads  0.0000700000 NA NA
 2018-02-16      16:50:40.486    farads  0.0002400000 NA NA
 2018-02-16      16:51:22.525    farads  0.0005900000 NA NA
 2018-02-16      16:52:01.997    farads  0.0003900000 NA NA

확장 입력에서 실행되는 스크립트의 출력은 다음과 같습니다.

2018-02-16 16:46:09.300 farads 0.0004300000 2018-02-16 16:51:22.525  0.0005900000
2018-02-16 16:47:10.987 farads 0.0002800000 2018-02-16 16:52:01.997  0.0003900000
2018-02-16 16:47:51.611 farads 0.0006500000 2018-02-16 16:52:43.612  0.0005200000
2018-02-16 16:47:51.612 farads 0.0006500000 2018-02-16 16:52:43.612  0.0005200000
2018-02-16 16:48:34.077 farads 0.0006600000 2018-02-16 16:53:23.550  0.0003900000
2018-02-16 16:49:17.015 farads 0.0003300000 2018-02-16 16:54:03.276  0.0005300000
2018-02-16 16:49:59.075 farads 0.0000700000 2018-02-16 16:54:44.223  0.0003800000
2018-02-16 16:50:40.486 farads 0.0002400000 2018-02-16 16:55:24.769  0.0003200000
2018-02-16 16:51:22.525 farads 0.0005900000 2018-02-16 16:56:10.028  0.0002700000
2018-02-16 16:52:01.997 farads 0.0003900000 2018-02-16 16:56:57.624  0.0000900000
2018-02-16 16:52:43.612 farads 0.0005200000 2018-02-16 16:57:37.387  0.0003000000
2018-02-16 16:53:23.550 farads 0.0003900000 2018-02-16 16:58:16.929  0.0005800000
2018-02-16 16:54:03.276 farads 0.0005300000 2018-02-16 16:58:56.961  0.0003000000
2018-02-16 16:54:44.223 farads 0.0003800000 2018-02-16 16:59:39.217  0.0001900000
2018-02-16 16:55:24.769 farads 0.0003200000 2018-02-16 17:00:19.129  0.0005800000
2018-02-16 16:56:10.028 farads 0.0002700000 2018-02-16 17:00:59.328  0.0001500000
2018-02-16 16:56:57.624 farads 0.0000900000 2018-02-16 17:01:39.138  0.0005400000
2018-02-16 16:57:37.387 farads 0.0003000000 2018-02-16 17:02:19.786  0.0006600000
2018-02-16 16:58:16.929 farads 0.0005800000 2018-02-16 17:03:00.236  0.0004700000
2018-02-16 16:58:56.961 farads 0.0003000000 2018-02-16 17:03:44.343  0.0003300000
2018-02-16 16:59:39.217 farads 0.0001900000 2018-02-16 17:04:24.996  0.0002200000
2018-02-16 17:00:19.129 farads 0.0005800000 2018-02-16 17:05:05.754  0.0003200000
2018-02-16 17:00:59.328 farads 0.0001500000 2018-02-16 17:05:48.512  0.0004600000
2018-02-16 17:01:39.138 farads 0.0005400000 2018-02-16 17:06:29.248  0.0003700000
2018-02-16 17:02:19.786 farads 0.0006600000 2018-02-16 17:07:09.819  0.0001300000
2018-02-16 17:03:00.236 farads 0.0004700000 2018-02-16 17:07:50.392  0.0005500000
2018-02-16 17:03:44.343 farads 0.0003300000 2018-02-16 17:08:32.397  0.0002000000
2018-02-16 17:04:24.996 farads 0.0002200000 2018-02-16 17:09:14.778  0.0003000000
2018-02-16 17:05:05.754 farads 0.0003200000 2018-02-16 17:09:57.688  0.0003100000
2018-02-16 17:05:48.512 farads 0.0004600000 2018-02-16 17:10:37.237  0.0003900000
2018-02-16 17:06:29.248 farads 0.0003700000 2018-02-16 17:11:21.559  0.0003500000
2018-02-16 17:07:09.819 farads 0.0001300000 2018-02-16 17:12:00.946  0.0003500000
2018-02-16 17:07:50.392 farads 0.0005500000 2018-02-16 17:12:44.127  0.0003200000
2018-02-16 17:08:32.397 farads 0.0002000000 2018-02-16 17:13:26.579  0.0003800000
2018-02-16 17:09:14.778 farads 0.0003000000 2018-02-16 17:14:09.175  0.0001100000
2018-02-16 17:09:57.688 farads 0.0003100000 2018-02-16 17:14:49.553  0.0001300000
2018-02-16 17:10:37.237 farads 0.0003900000 2018-02-16 17:15:31.044  0.0002000000
2018-02-16 17:11:21.559 farads 0.0003500000 2018-02-16 17:16:12.039  0.0000400000
2018-02-16 17:12:00.945 farads 0.0003500000 2018-02-16 17:16:52.956  0.0002300000
2018-02-16 17:12:00.946 farads 0.0003500000 2018-02-16 17:16:52.956  0.0002300000
2018-02-16 17:12:44.127 farads 0.0003200000 2018-02-16 17:17:33.238  0.0001900000
2018-02-16 17:13:26.579 farads 0.0003800000 2018-02-16 17:18:12.987  0.0001900000
2018-02-16 17:14:09.175 farads 0.0001100000 2018-02-16 17:18:54.214  0.0002300000
2018-02-16 17:14:49.552 farads 0.0001300000 2018-02-16 17:19:34.432  0.0001500000
2018-02-16 17:14:49.553 farads 0.0001300000 2018-02-16 17:19:34.432  0.0001500000
2018-02-16 17:15:31.044 farads 0.0002000000 2018-02-16 17:20:22.002  0.0000700000
2018-02-16 17:16:12.038 farads 0.0000400000 2018-02-16 17:21:03.320  0.0001100000
2018-02-16 17:16:12.039 farads 0.0000400000 2018-02-16 17:21:03.320  0.0001100000
2018-02-16 17:16:52.956 farads 0.0002300000 2018-02-16 17:21:43.477  0.0002000000
2018-02-16 17:17:33.238 farads 0.0001900000 2018-02-16 17:22:27.400  0.0003500000
2018-02-16 17:18:12.986 farads 0.0001900000 2018-02-16 17:23:11.224  0.0001700000
2018-02-16 17:18:12.987 farads 0.0001900000 2018-02-16 17:23:11.224  0.0001700000
2018-02-16 17:18:54.214 farads 0.0002300000 2018-02-16 17:23:52.907  0.0001100000
2018-02-16 17:19:34.432 farads 0.0001500000 2018-02-16 17:24:40.392  0.0001500000
2018-02-16 17:20:22.002 farads 0.0000700000 2018-02-16 17:25:23.026  0.0001400000
2018-02-16 17:21:03.320 farads 0.0001100000 2018-02-16 17:26:03.886  0.0003100000
2018-02-16 17:21:43.477 farads 0.0002000000 2018-02-16 17:26:45.191  0.0001900000
2018-02-16 17:22:27.400 farads 0.0003500000 2018-02-16 17:27:28.652  0.0001000000
2018-02-16 17:23:11.224 farads 0.0001700000 2018-02-16 17:28:09.625  0.0002000000
2018-02-16 17:23:52.907 farads 0.0001100000 2018-02-16 17:28:49.753  0.0001500000
2018-02-16 17:24:40.392 farads 0.0001500000 2018-02-16 17:29:29.224  0.0005600000
2018-02-16 17:25:23.026 farads 0.0001400000 2018-02-16 17:30:10.520  0.0002100000
2018-02-16 17:26:03.886 farads 0.0003100000 2018-02-16 17:30:50.702  0.0001700000
2018-02-16 17:26:45.191 farads 0.0001900000 2018-02-16 17:31:30.077  0.0004800000
2018-02-16 17:26:45.192 farads 0.0001900000 2018-02-16 17:31:30.077  0.0004800000
2018-02-16 17:27:28.652 farads 0.0001000000 2018-02-16 17:32:11.586  0.0003800000
2018-02-16 17:28:09.625 farads 0.0002000000 2018-02-16 17:32:51.434  0.0003600000
2018-02-16 17:28:49.753 farads 0.0001500000 2018-02-16 17:33:31.457  0.0005300000
2018-02-16 17:29:29.224 farads 0.0005600000 2018-02-16 17:34:10.910  0.0007600000
2018-02-16 17:30:10.520 farads 0.0002100000 2018-02-16 17:34:51.175  0.0004400000
2018-02-16 17:30:50.702 farads 0.0001700000 2018-02-16 17:35:31.234  0.0004800000
2018-02-16 17:31:30.077 farads 0.0004800000 2018-02-16 17:36:22.164  0.0002600000
2018-02-16 17:32:11.586 farads 0.0003800000 2018-02-16 17:37:02.616  0.0004100000
2018-02-16 17:32:51.434 farads 0.0003600000 2018-02-16 17:37:42.127  0.0003500000
2018-02-16 17:33:31.457 farads 0.0005300000 2018-02-16 17:38:23.346  0.0004100000
2018-02-16 17:34:10.910 farads 0.0007600000 2018-02-16 17:39:04.611  0.0002400000
2018-02-16 17:34:51.174 farads 0.0004400000 2018-02-16 17:39:46.119  0.0000700000
2018-02-16 17:34:51.175 farads 0.0004400000 2018-02-16 17:39:46.119  0.0000700000
2018-02-16 17:35:31.234 farads 0.0004800000 2018-02-16 17:40:33.633  0.0001500000
2018-02-16 17:36:22.164 farads 0.0002600000 2018-02-16 17:41:13.308  0.0001500000
2018-02-16 17:37:02.616 farads 0.0004100000 2018-02-16 17:41:54.643  0.0003100000
2018-02-16 17:37:42.127 farads 0.0003500000 2018-02-16 17:42:33.994  0.0002300000
2018-02-16 17:38:23.346 farads 0.0004100000 2018-02-16 17:43:14.389  0.0004000000
2018-02-16 17:39:04.611 farads 0.0002400000 2018-02-16 17:43:54.324  0.0002200000
2018-02-16 17:39:46.119 farads 0.0000700000 2018-02-16 17:44:36.122  0.0001800000
2018-02-16 17:40:33.633 farads 0.0001500000 2018-02-16 17:45:16.828  0.0002600000
2018-02-16 17:41:13.307 farads 0.0001500000 2018-02-16 17:45:59.158  0.0001500000
2018-02-16 17:41:13.308 farads 0.0001500000 2018-02-16 17:45:59.158  0.0001500000
2018-02-16 17:41:54.643 farads 0.0003100000 2018-02-16 17:46:45.126  0.0000700000
2018-02-16 17:42:33.994 farads 0.0002300000 2018-02-16 17:47:25.236  0.0004400000
2018-02-16 17:43:14.389 farads 0.0004000000 2018-02-16 17:48:12.096  0.0002200000
2018-02-16 17:43:54.324 farads 0.0002200000 2018-02-16 17:49:01.891  0.0001600000
2018-02-16 17:44:36.122 farads 0.0001800000 2018-02-16 17:49:50.422  0.0002100000
2018-02-16 17:45:16.828 farads 0.0002600000 2018-02-16 17:50:31.222  0.0001300000
2018-02-16 17:45:59.158 farads 0.0001500000 2018-02-16 17:51:12.651  0.0002600000
2018-02-16 17:46:45.126 farads 0.0000700000 2018-02-16 17:51:53.478  0.0001300000
2018-02-16 17:47:25.236 farads 0.0004400000 2018-02-16 17:52:34.145  0.0004600000
2018-02-16 17:48:12.096 farads 0.0002200000 2018-02-16 17:53:14.374  0.0003300000
2018-02-16 17:49:01.891 farads 0.0001600000 2018-02-16 17:53:14.374  0.0003300000
2018-02-16 17:49:50.422 farads 0.0002100000 2018-02-16 17:53:14.374  0.0003300000
2018-02-16 17:50:31.222 farads 0.0001300000 NA NA
2018-02-16 17:51:12.651 farads 0.0002600000 NA NA
2018-02-16 17:51:12.652 farads 0.0002600000 NA NA
2018-02-16 17:51:53.478 farads 0.0001300000 NA NA
2018-02-16 17:52:34.145 farads 0.0004600000 NA NA
2018-02-16 17:53:14.374 farads 0.0003300000 NA NA
2018-02-16 23:53:53.906 farads 0.0002600000 2018-02-16 23:58:47.105  0.0003600000
2018-02-16 23:54:34.453 farads 0.0001200000 2018-02-16 23:59:27.080  0.0002300000
2018-02-16 23:55:15.512 farads 0.0001600000 2018-02-17 00:00:07.009  0.0002900000
2018-02-16 23:55:58.161 farads 0.0001800000 2018-02-17 00:00:51.685  0.0004900000
2018-02-16 23:56:46.602 farads 0.0002600000 2018-02-17 00:01:30.835  0.0003000000
2018-02-16 23:57:26.829 farads 0.0003100000 2018-02-17 00:02:14.187  0.0004300000
2018-02-16 23:57:26.830 farads 0.0003100000 2018-02-17 00:02:14.187  0.0004300000
2018-02-16 23:58:06.991 farads 0.0004400000 2018-02-17 00:02:56.048  0.0004700000
2018-02-16 23:58:47.104 farads 0.0003600000 2018-02-17 00:03:39.758  0.0004200000
2018-02-16 23:58:47.105 farads 0.0003600000 2018-02-17 00:03:39.758  0.0004200000
2018-02-16 23:59:27.080 farads 0.0002300000 2018-02-17 00:04:19.990  0.0001600000
2018-02-17 00:00:07.008 farads 0.0002900000 2018-02-17 00:04:59.854  0.0001700000
2018-02-17 00:00:07.009 farads 0.0002900000 2018-02-17 00:04:59.854  0.0001700000
2018-02-17 00:00:51.685 farads 0.0004900000 2018-02-17 00:05:40.967  0.0001400000
2018-02-17 00:01:30.835 farads 0.0003000000 2018-02-17 00:06:24.584  0.0001000000
2018-02-17 00:02:14.187 farads 0.0004300000 2018-02-17 00:07:04.742  0.0002500000
2018-02-17 00:02:56.048 farads 0.0004700000 2018-02-17 00:07:48.107  0.0003600000
2018-02-17 00:03:39.758 farads 0.0004200000 2018-02-17 00:08:31.136  0.0000700000
2018-02-17 00:04:19.990 farads 0.0001600000 2018-02-17 00:09:12.429  0.0001500000
2018-02-17 00:04:59.854 farads 0.0001700000 2018-02-17 00:09:59.567  0.0002500000
2018-02-17 00:05:40.967 farads 0.0001400000 2018-02-17 00:10:41.062  0.0001900000
2018-02-17 00:06:24.584 farads 0.0001000000 2018-02-17 00:11:21.016  0.0001600000
2018-02-17 00:07:04.742 farads 0.0002500000 2018-02-17 00:12:00.863  0.0001600000
2018-02-17 00:07:48.107 farads 0.0003600000 2018-02-17 00:12:41.023  0.0002400000
2018-02-17 00:08:31.136 farads 0.0000700000 2018-02-17 00:13:22.429  0.0001500000
2018-02-17 00:09:12.429 farads 0.0001500000 2018-02-17 00:14:04.826  0.0004100000
2018-02-17 00:09:59.567 farads 0.0002500000 2018-02-17 00:14:51.079  0.0001600000
2018-02-17 00:10:41.062 farads 0.0001900000 2018-02-17 00:15:31.247  0.0003500000
2018-02-17 00:11:21.016 farads 0.0001600000 2018-02-17 00:16:17.396  0.0001900000
2018-02-17 00:12:00.863 farads 0.0001600000 2018-02-17 00:16:56.912  0.0002100000
2018-02-17 00:12:41.023 farads 0.0002400000 2018-02-17 00:17:37.895  0.0001800000
2018-02-17 00:13:22.429 farads 0.0001500000 2018-02-17 00:18:18.354  0.0003700000
2018-02-17 00:14:04.826 farads 0.0004100000 2018-02-17 00:18:58.071  0.0004700000
2018-02-17 00:14:51.079 farads 0.0001600000 2018-02-17 00:18:58.071  0.0004700000
2018-02-17 00:15:31.247 farads 0.0003500000 2018-02-17 00:18:58.071  0.0004700000
2018-02-17 00:16:17.396 farads 0.0001900000 NA NA
2018-02-17 00:16:56.912 farads 0.0002100000 NA NA
2018-02-17 00:17:37.895 farads 0.0001800000 NA NA
2018-02-17 00:18:18.354 farads 0.0003700000 NA NA
2018-02-17 00:18:58.071 farads 0.0004700000 NA NA
2018-02-17 18:19:38.135 farads 0.0002000000 2018-02-17 18:24:27.966  0.0001800000
2018-02-17 18:20:22.373 farads 0.0002600000 2018-02-17 18:25:11.832  0.0002800000
2018-02-17 18:21:02.161 farads 0.0003000000 2018-02-17 18:25:52.344  0.0003000000
2018-02-17 18:21:43.806 farads 0.0002700000 2018-02-17 18:26:33.672  0.0002600000
2018-02-17 18:22:25.394 farads 0.0002500000 2018-02-17 18:27:15.499  0.0004300000
2018-02-17 18:23:06.549 farads 0.0003100000 2018-02-17 18:27:55.288  0.0004800000
2018-02-17 18:23:46.638 farads 0.0002100000 2018-02-17 18:28:56.699  0.0004200000
2018-02-17 18:24:27.966 farads 0.0001800000 2018-02-17 18:29:40.909  0.0002100000
2018-02-17 18:25:11.832 farads 0.0002800000 2018-02-17 18:30:20.942  0.0003400000
2018-02-17 18:25:52.344 farads 0.0003000000 2018-02-17 18:31:03.937  0.0003500000
2018-02-17 18:26:33.672 farads 0.0002600000 2018-02-17 18:31:51.329  0.0002500000
2018-02-17 18:27:15.499 farads 0.0004300000 2018-02-17 18:32:32.608  0.0005000000
2018-02-17 18:27:55.288 farads 0.0004800000 2018-02-17 18:33:12.869  0.0004900000
2018-02-17 18:28:56.699 farads 0.0004200000 2018-02-17 18:33:52.725  0.0002300000
2018-02-17 18:29:40.909 farads 0.0002100000 2018-02-17 18:34:39.022  0.0001300000
2018-02-17 18:30:20.942 farads 0.0003400000 2018-02-17 18:35:20.579  0.0002800000
2018-02-17 18:31:03.937 farads 0.0003500000 2018-02-17 18:36:00.487  0.0002400000
2018-02-17 18:31:51.329 farads 0.0002500000 2018-02-17 18:36:51.908  0.0004500000
2018-02-17 18:32:32.608 farads 0.0005000000 2018-02-17 18:37:33.667  0.0002500000
2018-02-17 18:33:12.869 farads 0.0004900000 2018-02-17 18:38:13.989  0.0004700000
2018-02-17 18:33:52.725 farads 0.0002300000 2018-02-17 18:38:53.753  0.0003500000
2018-02-17 18:34:39.022 farads 0.0001300000 2018-02-17 18:39:34.052  0.0004100000
2018-02-17 18:35:20.579 farads 0.0002800000 2018-02-17 18:39:34.052  0.0004100000
2018-02-17 18:36:00.487 farads 0.0002400000 2018-02-17 18:39:34.052  0.0004100000
2018-02-17 18:36:51.908 farads 0.0004500000 NA NA
2018-02-17 18:37:33.667 farads 0.0002500000 NA NA
2018-02-17 18:38:13.989 farads 0.0004700000 NA NA
2018-02-17 18:38:53.753 farads 0.0003500000 NA NA
2018-02-17 18:39:34.052 farads 0.0004100000 NA NA

관련 정보