这是我运行以输出data_tripwire.sh
的原始数据的脚本#!/bin/sh
LOG=/var/log/syslog-ng/svrs/sec2tes1
for count in 6 5 4 3 2 1 0
do
MONTH=`date -d"$count month ago" +"%Y-%m"`
CBS=`bzcat $LOG/$MONTH*.log.bz2|grep 10.55.22.41 |sort|uniq | wc -l`
echo $CBS >> /home/secmgr/attmrms1/data_tripwire1.sh
done
for count in 6 5 4 3 2 1 0
do
MONTH=`date -d"$count month ago" +"%Y-%m"`
GFS=`bzcat $LOG/$MONTH*.log.bz2|grep 10.55.22.31 |sort|uniq | wc -l`
echo $GFS >> /home/secmgr/attmrms1/data_tripwire1.sh
done
for count in 6 5 4 3 2 1 0
do
MONTH=`date -d"$count month ago" +"%Y-%m"`
HR1=`bzcat $LOG/$MONTH*.log.bz2|grep 10.55.10.1 |sort|uniq | wc -l `
echo $HR1 >> /home/secmgr/attmrms1/data_tripwire1.sh
done
for count in 6 5 4 3 2 1 0
do
MONTH=`date -d"$count month ago" +"%Y-%m"`
HR2=`bzcat $LOG/$MONTH*.log.bz2|grep 10.55.21.12 |sort|uniq | wc -l`
echo $HR2 >> /home/secmgr/attmrms1/data_tripwire1.sh
done
for count in 6 5 4 3 2 1 0
do
MONTH=`date -d"$count month ago" +"%Y-%m"`
PAYROLL=`bzcat $LOG/$MONTH*.log.bz2|grep 10.55.21.18 |sort|uniq | wc -l`
echo $PAYROLL >> /home/secmgr/attmrms1/data_tripwire1.sh
done
for count in 6 5 4 3 2 1 0
do
MONTH=`date -d"$count month ago" +"%Y-%m"`
INCV=`bzcat $LOG/$MONTH*.log.bz2|grep 10.55.22.71 |sort|uniq | wc -l`
echo $INCV >> /home/secmgr/attmrms1/data_tripwire1.sh
done
data_tripwire.sh
91
58
54
108
52
18
8
81
103
110
129
137
84
15
14
18
11
17
12
6
1
28
6
14
8
8
0
0
28
24
25
23
21
13
9
4
18
17
18
30
13
3
我想从上面的输出中完成前6个条目(91,58,54,108,52,18)。然后它将突破循环。之后它将继续接下来的6个条目。然后它将再次突破循环....
现在的问题是,它会在不中断循环的情况下读取所有42个数字。
这是表
的输出Tripwire
Month CBS GFS HR HR Payroll INCV
cb2db1 gfs2db1 hr2web1 hrm2db1 hrm2db1a incv2svr1
2013-07 85 76 12 28 26 4
2013-08 58 103 18 6 24 18
2013-09 54 110 11 14 25 17
2013-10 108 129 17 8 23 18
2013-11 52 137 12 8 21 30
2013-12 18 84 6 0 13 13
2014-01 8 16 1 0 9 3
现在的问题是它从85 ... 3中读取了总共42个数字 我想制作一个从7月到1月为一台服务器运行的循环。然后它将进行下面已经完成的平均均值和标准差计算。 完成之后,它将为下一个服务器继续下一个6个数字的循环,并且它将像初始循环一样执行相同的操作。对于已经中断或继续的for循环或任何更简单的for循环,需要辅助。
这是我的标准偏差计算
count=0 # Number of data points; global.
SC=3 # Scale to be used by bc. three decimal places.
E_DATAFILE=90 # Data file error
## ----------------- Set data file ---------------------
if [ ! -z "$1" ] # Specify filename as cmd-line arg?
then
datafile="$1" # ASCII text file,
else #+ one (numerical) data point per line!
datafile=/home/secmgr/attmrms1/data_tripwire1.sh
fi # See example data file, below.
if [ ! -e "$datafile" ]
then
echo "\""$datafile"\" does not exist!"
exit $E_DATAFILE
fi
计算平均值
arith_mean ()
{
local rt=0 # Running total.
local am=0 # Arithmetic mean.
local ct=0 # Number of data points.
while read value # Read one data point at a time.
do
rt=$(echo "scale=$SC; $rt + $value" | bc)
(( ct++ ))
done
am=$(echo "scale=$SC; $rt / $ct" | bc)
echo $am; return $ct # This function "returns" TWO values!
# Caution: This little trick will not work if $ct > 255!
# To handle a larger number of data points,
#+ simply comment out the "return $ct" above.
} <"$datafile" # Feed in data file.
sd ()
{
mean1=$1 # Arithmetic mean (passed to function).
n=$2 # How many data points.
sum2=0 # Sum of squared differences ("variance").
avg2=0 # Average of $sum2.
sdev=0 # Standard Deviation.
while read value # Read one line at a time.
do
diff=$(echo "scale=$SC; $mean1 - $value" | bc)
# Difference between arith. mean and data point.
dif2=$(echo "scale=$SC; $diff * $diff" | bc) # Squared.
sum2=$(echo "scale=$SC; $sum2 + $dif2" | bc) # Sum of squares.
done
avg2=$(echo "scale=$SC; $sum2 / $n" | bc) # Avg. of sum of squares.
sdev=$(echo "scale=$SC; sqrt($avg2)" | bc) # Square root =
echo $sdev # Standard Deviation.
} <"$datafile" # Rewinds data file.
显示输出
mean=$(arith_mean); count=$? # Two returns from function!
std_dev=$(sd $mean $count)
echo
echo "<tr><th>Servers</th><th>"Number of data points in \"$datafile"\"</th> <th>Arithmetic mean (average)</th><th>Standard Deviation</th></tr>" >> $HTML
echo "<tr><td>cb2db1<td>$count<td>$mean<td>$std_dev</tr>" >> $HTML
echo "<tr><td>gfs2db1<td>$count<td>$mean<td>$std_dev</tr>" >> $HTML
echo "<tr><td>hr2web1<td>$count<td>$mean<td>$std_dev</tr>" >> $HTML
echo "<tr><td>hrm2db1<td>$count<td>$mean<td>$std_dev</tr>" >> $HTML
echo "<tr><td>hrm2db1a<td>$count<td>$mean<td>$std_dev</tr>" >> $HTML
echo "<tr><td>incv21svr1<td>$count<td>$mean<td>$std_dev</tr>" >> $HTML
echo
我想将输入分成六个条目的块,每个条目的算术平均值和条目的sd为1..6,然后是条目7..12,然后是13..18等。
这是我想要的表格的输出。
Tripwire
Month CBS GFS HR HR Payroll INCV
cb2db1 gfs2db1 hr2web1 hrm2db1 hrm2db1a incv2svr1
2013-07 85 76 12 28 26 4
2013-08 58 103 18 6 24 18
2013-09 54 110 11 14 25 17
2013-10 108 129 17 8 23 18
2013-11 52 137 12 8 21 30
2013-12 18 84 6 0 13 13
2014-01 8 16 1 0 9 3
*Standard
deviation
(7mths) 31.172 35.559 5.248 8.935 5.799 8.580
* Mean
(7mths) 54.428 94.285 11.142 9.142 20.285 14.714
答案 0 :(得分:2)
paste - - - - - - < data_tripwire.sh | while read -a values; do
# values is an array with 6 values
# ${values[0]} .. ${values[5]}
arith_mean "${values[@]}"
done
这意味着您必须重写您的功能,以便他们不使用read
:更改
while read value
到
for value in "$@"
@Matt,是的,更改两个函数以迭代参数而不是从stdin读取。然后,您将数据文件(现在称为“data_tripwire1.sh”(数据的可怕文件扩展名,使用.txt或.dat))传递到paste
以重新格式化数据,以便前6个值现在形成第一排。将行读入数组values
(使用read -a values
)并调用函数:
arith_mean () {
local sum=$(IFS=+; echo "$*")
echo "scale=$SC; ($sum)/$#" | bc
}
sd () {
local mean=$1
shift
local sum2=0
for i in "$@"; do
sum2=$(echo "scale=$SC; $sum2 + ($mean-$i)^2" | bc)
done
echo "scale=$SC; sqrt($sum2/$#)"|bc
}
paste - - - - - - < data_tripwire1.sh | while read -a values; do
mean=$(arith_mean "${values[@]}")
sd=$(sd $mean "${values[@]}")
echo "${values[@]} $mean $sd"
done | column -t
91 58 54 108 52 18 63.500 29.038
8 81 103 110 129 137 94.666 42.765
84 15 14 18 11 17 26.500 25.811
12 6 1 28 6 14 11.166 8.648
8 8 0 0 28 24 11.333 10.934
25 23 21 13 9 4 15.833 7.711
18 17 18 30 13 3 16.500 7.973
请注意,您无需从函数中返回奇特的值:您知道传入的点数。
答案 1 :(得分:0)
现在,这些函数只能读取数据文件中的6个项目。
arith_mean ()
{
local rt=0 # Running total.
local am=0 # Arithmetic mean.
local ct=0 # Number of data points.
while read value # Read one data point at a time.
do
rt=$(echo "scale=$SC; $rt + $value" | bc)
(( ct++ ))
done
am=$(echo "scale=$SC; $rt / $ct" | bc)
echo $am; return $ct # This function "returns" TWO values!
# Caution: This little trick will not work if $ct > 255!
# To handle a larger number of data points,
#+ simply comment out the "return $ct" above.
} <(awk -v block=$i 'NR > (6* (block - 1)) && NR < (6 * block + 1) {print}' "$datafile") # Feed in data file.
sd ()
{
mean1=$1 # Arithmetic mean (passed to function).
n=$2 # How many data points.
sum2=0 # Sum of squared differences ("variance").
avg2=0 # Average of $sum2.
sdev=0 # Standard Deviation.
while read value # Read one line at a time.
do
diff=$(echo "scale=$SC; $mean1 - $value" | bc)
# Difference between arith. mean and data point.
dif2=$(echo "scale=$SC; $diff * $diff" | bc) # Squared.
sum2=$(echo "scale=$SC; $sum2 + $dif2" | bc) # Sum of squares.
done
avg2=$(echo "scale=$SC; $sum2 / $n" | bc) # Avg. of sum of squares.
sdev=$(echo "scale=$SC; sqrt($avg2)" | bc) # Square root =
echo $sdev # Standard Deviation.
} <(awk -v block=$i 'NR > (6 * (block - 1)) && NR < (6 * block + 1) {print}' "$datafile") # Rewinds data file.
从main开始,您需要设置要读取的块。
for((i=1; i <= $(( $(wc -l $datafile | sed 's/[A-Za-z \/]*//g') / 6 )); i++))
do
mean=$(arith_mean); count=$? # Two returns from function!
std_dev=$(sd $mean $count)
done
当然最好将wc -l
移到循环外部以便更快地执行。但是你明白了。
由于篇幅原因,<
和(
之间出现语法错误。它们之间不应该有空格。抱歉打字错误。
cat <(awk -F: '{print $1}' /etc/passwd)
有效。
cat < (awk -F: '{print $1}' /etc/passwd)
语法错误`('
答案 2 :(得分:0)
根据格伦的回答,我提出这个问题,原始版本只需要很少的改动:
paste - - - - - - < data_tripwire.sh | while read -a values
do
for value in "${values[@]}"
do
echo "$value"
done | arith_mean
for value in "${values[@]}"
do
echo "$value"
done | sd
done
您可以在交互式shell中直接键入(或复制并粘贴)此代码 。它应该开箱即用。当然,如果您打算经常使用它,这是不可行的,因此您可以将该代码放入文本文件中,生成该可执行文件并将该文本文件作为shell脚本调用。在这种情况下,您应该在该文件中添加#!/bin/bash
作为第一行。
感谢Glenn Jackman使用paste - - - - - -
,这是我所说的真正解决方案。