I have a file with several lines of data. The fields are not always in the same position/column. I want to search for 2 strings and then show only the field and the data that follows. For example:
{"id":"1111","name":"2222","versionCurrent":"3333","hwVersion":"4444"}
{"id":"5555","name":"6666","hwVersion":"7777"}
I would like to return the following:
"id":"1111","hwVersion":"4444"
"id":"5555","hwVersion":"7777"
I am struggling because the data isn't always in the same position, so I can't chose a column number. I feel I need to search for "id" and "hwVersion" Any help is GREATLY appreciated.
Totally agree with #KamilCuk. More specifically
jq -c '{id: .id, hwVersion: .hwVersion}' <<< '{"id":"1111","name":"2222","versionCurrent":"3333","hwVersion":"4444"}'
Outputs:
{"id":"1111","hwVersion":"4444"}
Not quite the specified output, but valid JSON
More to the point, your input should probably be processed record by record, and my guess is that a two column output with "id" and "hwVersion" would be even easier to parse:
cat << EOF | jq -j '"\(.id)\t\(.hwVersion)\n"'
{"id":"1111","name":"2222","versionCurrent":"3333","hwVersion":"4444"}
{"id":"5555","name":"6666","hwVersion":"7777"}
EOF
Outputs:
1111 4444
5555 7777
Since the data looks like a mapping objects and even corresponding to a JSON format, something like this should do, if you don't mind using Python (which comes with JSON) support:
import json
def get_id_hw(s):
d = json.loads(s)
return '"id":"{}","hwVersion":"{}"'.format(d["id"], d["hwVersion"])
We take a line of input string into s and parse it as JSON into a dictionary d. Then we return a formatted string with double-quoted id and hwVersion strings followed by column and double-quoted value of corresponding key from the previously obtained dict.
We can try this with these test input strings and prints:
# These will be our test inputs.
s1 = '{"id":"1111","name":"2222","versionCurrent":"3333","hwVersion":"4444"}'
s2 = '{"id":"5555","name":"6666","hwVersion":"7777"}'
# we pass and print them here
print(get_id_hw(s1))
print(get_id_hw(s2))
But we can just as well iterate over lines of any input.
If you really wanted to use awk, you could, but it's not the most robust and suitable tool:
awk '{ i = gensub(/.*"id":"([0-9]+)".*/, "\\1", "g")
h = gensub(/.*"id":"([0-9]+)".*/, "\\1", "g")
printf("\"id\":\"%s\",\"hwVersion\":\"%s\"\n"), i, h}' /your/file
Since you mention position is not known and assuming it can be in any order, we use one regex to extract id and the other to get hwVersion, then we print it out in given format. If the values could be something other then decimal digits as in your example, the [0-9]+ but would need to reflect that.
And for the fun if it (this preserves the order) if entries from the file, in sed:
sed -e 's#.*\("\(id\|hwVersion\)":"[0-9]\+"\).*\("\(id\|hwVersion\)":"[0-9]\+"\).*#\1,\3#' file
It looks for two groups of "id" or "hwVersion" followed by :"<DECIMAL_DIGITS>".
Related
I have a CSV file in which the ideal format for a row is this:
taxID#, scientific name, kingdom, k, phylum, p, class, c, order, o, family, f, genus, g
...where kingdom, phylum, etc. are identifiers, literals ("kingdom", ... "phylum"), and the values that follow the identifiers (k, p, etc.) are the actual values for those kingdoms, phyla, etc.
Example:
240395,Rugosa emeljanovi,kingdom,Metazoa,phylum,Chordata,class,Amphibia,order,Anura,family,Ranidae,genus,Rugosa
However, not all rows possess all levels of taxonomy, i.e. any one row might be missing the columns for an identifier/value pair, say, "class, c," and any 2-column PAIR can be missing independently of the other pairs missing or not. Also, if fields are missing, they will always be missing with their identifier field, so I'd never get "kingdom, phylum" together without the value for "k" between them. Thus much of my file is missing random fields:
...
135487,Nocardia cyriacigeorgica,class,Actinobacteria,order,Corynebacteriales,genus,Nocardia
10090,Mus musculus,kingdom,Metazoa,phylum,Chordata,class,Mammalia,order,Rodentia,family,Muridae,genus,Mus
152507,uncultured actinobacterium,phylum,Actinobacteria,class,Actinobacteria
171953,uncultured Acidobacteria bacterium,phylum,Acidobacteria
77133,uncultured bacterium
...
Question: How can I write a bash shell script that can "pad" every row in a file so that every field pair that may be missing from my ideal format is inserted, and its value column that follows is just blank. Desired output:
...
135487,Nocardia cyriacigeorgica,kingdom,,phylum,,class,Actinobacteria,order,Corynebacteriales,family,,genus,Nocardia
10090,Mus musculus,kingdom,Metazoa,phylum,Chordata,class,Mammalia,order,Rodentia,family,Muridae,genus,Mus
152507,uncultured actinobacterium,kingdom,,phylum,Actinobacteria,class,Actinobacteria,order,,family,,genus,
171953,uncultured Acidobacteria bacterium,phylum,Acidobacteria,clas,,order,,family,,genus,
77133,uncultured bacterium,kingdom,,phylum,,class,,order,,family,,genus,
...
Notes:
Notice if a genus was missing, the padded output should end with a comma to denote the value of genus doesn't exist.
taxID# and scientific name (the first two fields) will ALWAYS be present.
I don't care for time/resource efficiency if your solution is brute-forcey.
What I've tried:
I wrote a simple if/then script that checks sequentially if an expected field is gone. pseudocode:
if "$f3" is not "kingdom", pad
but the problem is that if kingdom was truly missing, it will get padded in output but the remaining field variables will be goofed up and I can't just follow that by saying
if "$f5" is not "phylum", pad
because if kingdom were missing, phylum would probably now be in field 3 ($f3), not $f5, that is, if it too weren't missing. (I did this by concatenating onto a string variable the expected output based on the absence of each field, and simply concatenating the original value if the field wasn't missing, and then echoing the finished, supposedly padded row to output).
I'd like to be able to execute my script like this
bash pad.sh prePadding.csv postPadding.csv
but I would accept answers using Mac Excel 2011 if needed.
Thank you!!
Although it should be possible in bash, I would use Perl for this. I tried to make the code as simple to understand as I could.
#!/usr/bin/perl
while (<>){
chomp;
my #fields=split ',';
my $kingdom='';
my $phylum='';
my $class='';
my $order='';
my $family='';
my $genus='';
for (my $i=2;$i<$#fields;$i+=2){
if ($fields[$i] eq 'kingdom'){$kingdom=$fields[$i+1];}
if ($fields[$i] eq 'phylum'){$phylum=$fields[$i+1];}
if ($fields[$i] eq 'class'){$class=$fields[$i+1];}
if ($fields[$i] eq 'order'){$order=$fields[$i+1];}
if ($fields[$i] eq 'family'){$family=$fields[$i+1];}
if ($fields[$i] eq 'genus'){$genus=$fields[$i+1];}
}
print "$fields[0],$fields[1],kingdom,$kingdom,phylum,$phylum,class,$class,order,$order,family,$family,genus,$genus\n";
}
Which gives me:
perl pad.pl input
135487,Nocardia cyriacigeorgica,kingdom,,phylum,,class,Actinobacteria,order,Corynebacteriales,family,,genus,Nocardia
10090,Mus musculus,kingdom,Metazoa,phylum,Chordata,class,Mammalia,order,Rodentia,family,Muridae,genus,Mus
152507,uncultured actinobacterium,kingdom,,phylum,Actinobacteria,class,Actinobacteria,order,,family,,genus,
171953,uncultured Acidobacteria bacterium,kingdom,,phylum,Acidobacteria,class,,order,,family,,genus,
(or for better reading:)
perl pad.pl input | tableize -t | sed 's/^/ /'
+------+----------------------------------+-------+-------+------+--------------+-----+--------------+-----+-----------------+------+-------+-----+--------+
|135487|Nocardia cyriacigeorgica |kingdom| |phylum| |class|Actinobacteria|order|Corynebacteriales|family| |genus|Nocardia|
+------+----------------------------------+-------+-------+------+--------------+-----+--------------+-----+-----------------+------+-------+-----+--------+
|10090 |Mus musculus |kingdom|Metazoa|phylum|Chordata |class|Mammalia |order|Rodentia |family|Muridae|genus|Mus |
+------+----------------------------------+-------+-------+------+--------------+-----+--------------+-----+-----------------+------+-------+-----+--------+
|152507|uncultured actinobacterium |kingdom| |phylum|Actinobacteria|class|Actinobacteria|order| |family| |genus| |
+------+----------------------------------+-------+-------+------+--------------+-----+--------------+-----+-----------------+------+-------+-----+--------+
|171953|uncultured Acidobacteria bacterium|kingdom| |phylum|Acidobacteria |class| |order| |family| |genus| |
+------+----------------------------------+-------+-------+------+--------------+-----+--------------+-----+-----------------+------+-------+-----+--------+
This would be the answer in bash using associative arrays:
#!/bin/bash
declare -A THIS
while IFS=, read -a LINE; do
# we always get the #ID and name
if (( ${#LINE[#]} < 2 || ${#LINE[#]} % 2 )); then
echo Invalid CSV line: "${LINE[#]}" >&2
continue
fi
echo -n "${LINE[0]},${LINE[1]},"
THIS=()
for (( INDEX=2; INDEX < ${#LINE[#]}; INDEX+=2 )); do
THIS[${LINE[INDEX]}]=${LINE[INDEX+1]}
done
for KEY in kingdom phylum class order family; do
echo -n $KEY,${THIS[$KEY]},
done
echo genus,${THIS[genus]}
done <$1 >$2
It also validates CSV lines so that they contain at least 2 columns (ID and name) and that they have an even number of columns.
The script can be extended to do more error checking (i.e. if both arguments are passed, if the input exists, etc), but it should work as expected with just the way you posted it.
So I have a text file that contains a large number of lines. Each line is one long string with no spacing, however, the line contains several pieces of information. The program knows how to differentiate the important information in each line. The program identifies that the first 4 numbers/letters of the line coincide to a specific instrument. Here is a small example portion of the text file.
example text file
1002IPU3...
POIPIPU2...
1435IPU1...
1812IPU3...
BFTOIPD3...
1435IPD2...
As you can see, there are two lines that contain 1435 within this text file, which coincides with a specific instrument. However these lines are not identical. The program I'm using can not do its calculation if there are duplicates of the same station (ie, there are two 1435* stations). I need to find a way to search through my text files and identify if there are any duplicates of the partial strings that represent the stations within the file so that I can delete one or both of the duplicates. If I could have BASH script output the number of the lines containing the duplicates and what the duplicates lines say, that would be appreciated. I think there might be an easy way to do this, but I haven't been able to find any examples of this. Your help is appreciated.
If all you want to do is detect if there are duplicates (not necessarily count or eliminate them), this would be a good starting point:
awk '{ if (++seen[substr($0, 1, 4)] > 1) printf "Duplicates found : %s\n",$0 }' inputfile.txt
For that matter, it's a good starting point for counting or eliminating, too, it'll just take a bit more work...
If you want the count of duplicates:
awk '{a[substr($0,1,4)]++} END {for (i in a) {if(a[i]>1) print i": "a[i]}}' test.in
1435: 2
or:
{
a[substr($0,1,4)]++ # put prefixes to array and count them
}
END { # in the end
for (i in a) { # go thru all indexes
if(a[i]>1) print i": "a[i] # and print out the duplicate prefixes and their counts
}
}
Slightly roundabout but this should work-
cut -c 1-4 file.txt | sort -u > list
for i in `cat list`;
do
echo -n "$i "
grep -c ^"$i" file.txt #This tells you how many occurrences of each 'station'
done
Then you can do whatever you want with the ones that occur more than once.
Use following Python script(syntax of python 2.7 version used)
#!/usr/bin/python
file_name = "device.txt"
f1 = open(file_name,'r')
device = {}
line_count = 0
for line in f1:
line_count += 1
if device.has_key(line[:4]):
device[line[:4]] = device[line[:4]] + "," + str(line_count)
else:
device[line[:4]] = str(line_count)
f1.close()
print device
here the script reads each line and initial 4 character of each line are considered as device name and creates a key value pair device with key representing device name and value as line numbers where we find the string(device name)
following would be output
{'POIP': '2', '1435': '3,6', '1002': '1', '1812': '4', 'BFTO': '5'}
this might help you out!!
I'm working on a csv file like the one below, comma delimited, each cell is enclosed in double quotes, but some of them contain double quote and/or comma inside double quote enclosure. The actual file contain around 300 columns and 200,000 rows.
"Column1","Column2","Column3","Column4","Column5","Column6","Column7"
"abc","abc","this, but with "comma" and a quote","18"" inch TV","abc","abc","abc"
"cde","cde","cde","some other, "cde" here","cde","cde","cde"
I'll need to remove some unless columns, and merge last few columns, instead of having "," in between them, I need </br>. and move second column to the end. Anything within the cells should be the same, with double quotes and commas as the original file. Below is an example of the output that I need.
"Column1","Column4","Column5","Column2"
"abc","18"" inch TV","abc</br>abc</br>abc","abc"
"cde","some other, "cde" here","cde</br>cde</br>cde","cde"
In this example I want to remove column3 and merge column 5, 6, 7.
Below is the code that I tried to use, but it is reading either double quote and/or comma, which is end of the row to be different than what I expected.
awk -vFPAT='([^,]*)|("[^"]+")' -vOFS=, '{print $1,$4,$5"</br>"$6"</br>"$7",$2}' inputfile.csv
sed -i 's#"</br>"#</br>#g' inputfile.csv
sed is used to remove beginning and ending double quote of a cell.
The output file that I'm getting right now, if previous field contains a double quote, it will consider that is the beginning of a cell, so the following values are often pushed up a column.
Other code that I have used consider every comma as beginning of a cell, so that won't work as well.
awk -F',' 'BEGIN{OFS=",";} {print $1,$4,$5"</br>"$6"</br>"$7",$2}' inputfile.csv
sed -i 's#"</br>"#</br>#g' inputfile.csv
Any help is greatly appreciated. thanks!
CSV is a loose format. There may be subtle variations in formatting. Your particular format may or may not be expressible with a regular grammar/regular expression. (See this question for a discussion about this.) Even if your particular formatting can be expressed with regular expressions, it may be easier to just whip out a parser from an existing library.
It is not a bash/awk/sed solution as you may have wanted or needed, but Python has a csv module for parsing CSV files. There are a number of options to tweak the formatting. Try something like this:
#!/usr/bin/python
import csv
with open('infile.csv', 'r') as infile, open('outfile.csv', 'wb') as outfile:
inreader = csv.reader(infile)
outwriter = csv.writer(outfile, quoting=csv.QUOTE_ALL)
for row in inreader:
# Merge fields 5,6,7 (indexes 4,5,6) into one
row[4] = "</br>".join(row[4:7])
del row[5:7]
# Copy second field to the end
row.append(row[1])
# Remove second and third fields
del row[1:3]
# Write manipulated row
outwriter.writerow(row)
Note that in Python, indexes start with 0 (e.g. row[1] is the second field). The first index of a slice is inclusive, the last is exclusive (row[1:3] is row[1] and row[2] only). Your formatting seems to require quotes around every field, hence the quoting=csv.QUOTE_ALL. There are more options at Dialects and Formatting Parameters.
The above code produces the following output:
"Column1","Column4","Column5</br>Column6</br>Column7","Column2"
"abc","18"" inch TV","abc</br>abc</br>abc","abc"
"cde","some other, cde"" here""","cde</br>cde</br>cde","cde"
There are two issues with this:
It doesn't treat the first row any differently, so the headers of columns 5, 6, and 7 are merged like the other rows.
Your input CSV contains "some other, "cde" here" (third row, fourth column) with unescaped quotes around the cde. There is another case of this on line two, but it was removed since it is in column 3. The result contains incorrect quotes.
If these quotes are properly escaped, your sample input CSV file becomes
infile.csv (escaped quotes):
"Column1","Column2","Column3","Column4","Column5","Column6","Column7"
"abc","abc","this, but with ""comma"" and a quote","18"" inch TV","abc","abc","abc"
"cde","cde","cde","some other, ""cde"" here","cde","cde","cde"
Now consider this modified Python script that doesn't merge columns on the first row:
#!/usr/bin/python
import csv
with open('infile.csv', 'r') as infile, open('outfile.csv', 'wb') as outfile:
inreader = csv.reader(infile)
outwriter = csv.writer(outfile, quoting=csv.QUOTE_ALL)
first_row = True
for row in inreader:
if first_row:
first_row = False
else:
# Merge fields 5,6,7 (indexes 4,5,6) into one
row[4] = "</br>".join(row[4:7])
del row[5:7]
# Copy second field (index 1) to the end
row.append(row[1])
# Remove second and third fields
del row[1:3]
# Write manipulated row
outwriter.writerow(row)
The output outfile.csv is
"Column1","Column4","Column5","Column2"
"abc","18"" inch TV","abc</br>abc</br>abc","abc"
"cde","some other, ""cde"" here","cde</br>cde</br>cde","cde"
This is your sample output, but with properly escaped "some other, ""cde"" here".
This may not be precisely what you wanted, not being a sed or awk solution, but I hope it is still useful. Processing more complicated formats may justify more complicated tools. Using an existing library also removes a few opportunities to make mistakes.
This might be an oversimplification of the problem but this has worked for me with your test data:
cat /tmp/inputfile.csv | sed 's#\"\,\"#|#g' | sed 's#"</br>"#</br>#g' | awk 'BEGIN {FS="|"} {print $1 "," $4 "," $5 "</br>" $6 "</br>" $7 "," $2}'
Please not that I am on Mac probably that's why I had to wrap the commas in the AWK script in quotation marks.
Another question ... Can I get the count of items that are unique .. If in my previous case, i just took a simple instance . My business req is here ...
I have string like the below happy=7
happy=5
happy=5,
bascically I will be using regex for searching the word happy, I would give like "happy=*"... I need the output as "count of happy =2" as there is one duplicate instance ...
Use awk:
awk '/happy/{ happy+=1 } /sad/ {sad += 1 }
END { print "happy =", happy+0, "sad = ", sad+0 }'
Note that like grep -c, this does not count occurrences of each word but the number of lines that match each word.
You're better off using something like perl or awk, where you can increment counters based on conditional statements.
I have a fail2ban.log from which I want to grab specific fields, from 'Ban' strings. I can grab the data I need using regex one at the time, but I am not able to combine them. A typical 'fail2ban' log file has many strings. I'm interested in strings like these:
2012-05-02 14:47:40,515 fail2ban.actions: WARNING [ssh-iptables] Ban 84.xx.xx.242
xx = numbers (digits)
I want to grab: a) Date and Time, b) Ban (keyword), c) IP address
Here is my regex:
IP = (\d{1,3}\.\d{1,3}\.\d{1,3}\.\d{1,3})
date & time = ^(\d{4}\W\d{2}\W\d{2}\s\d{2}\W\d{2}\W\d{2})
My problem here is, how can I combine these three together. I tried something like this:
^(?=^\d{4}\W\d{2}\W\d{2}\s\d{2}\W\d{2}\W\d{2})(?=\.*d{1,3}\.\d{1,3}\.\d{1,3}\.\d{1,3}$)(?=^(?Ban).)*$).*$
but does not work as I would wanted too.
To give a clearer example, here is what I want:
greyjewel:FailMap atma$ cat fail2ban.log |grep Ban|awk -F " " '{print $1, $2, $7}'|tail -n 3
2012-05-02 14:47:40,515 84.51.18.242
2012-05-03 00:35:44,520 202.164.46.29
2012-05-03 17:55:03,725 203.92.42.6
Best Regards
A pretty direct translation of the example
ruby -alne 'BEGIN {$,=" "}; print $F.values_at(0,1,-1) if /Ban/' fail2ban.log
And because I figure you must want them from within Ruby
results = File.foreach("input").grep(/Ban/).map { |line| line.chomp.split.values_at 0, 1, -1 }
If the field placement doesn't change, you don't even need a regex here:
log_line =
'2012-05-02 14:47:40,515 fail2ban.actions: WARNING [ssh-iptables] Ban 84.12.34.242'
date, time, action, ip = log_line.split.values_at(0,1,-2,-1)