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Save DecisionNerd/3de707bc656cf757a0cb to your computer and use it in GitHub Desktop.
#!/bin/bash | |
# CSV to JSON converter using BASH | |
# original script from http://blog.secaserver.com/2013/12/convert-csv-json-bash/ | |
# thanks SecaGuy! | |
# Usage ./csv2json.sh input.csv > output.json | |
input=$1 | |
[ -z $1 ] && echo "No CSV input file specified" && exit 1 | |
[ ! -e $input ] && echo "Unable to locate $1" && exit 1 | |
read first_line < $input | |
a=0 | |
headings=`echo $first_line | awk -F, {'print NF'}` | |
lines=`cat $input | wc -l` | |
while [ $a -lt $headings ] | |
do | |
head_array[$a]=$(echo $first_line | awk -v x=$(($a + 1)) -F"," '{print $x}') | |
a=$(($a+1)) | |
done | |
c=0 | |
echo "{" | |
while [ $c -lt $lines ] | |
do | |
read each_line | |
if [ $c -ne 0 ]; then | |
d=0 | |
echo -n "{" | |
while [ $d -lt $headings ] | |
do | |
each_element=$(echo $each_line | awk -v y=$(($d + 1)) -F"," '{print $y}') | |
if [ $d -ne $(($headings-1)) ]; then | |
echo -n ${head_array[$d]}":"$each_element"," | |
else | |
echo -n ${head_array[$d]}":"$each_element | |
fi | |
d=$(($d+1)) | |
done | |
if [ $c -eq $(($lines-1)) ]; then | |
echo "}" | |
else | |
echo "}," | |
fi | |
fi | |
c=$(($c+1)) | |
done < $input | |
echo "}" |
To generate a correct json:
- Start with an array []
- empty values = null
- values with a letter are strings
- config separator with SEP variable
#!/bin/bash
# CSV to JSON converter using BASH
# original script from https://gist.github.com/dsliberty/3de707bc656cf757a0cb
# Usage ./csv2json.sh input.csv > output.json
#set -x
input=$1
SEP=";"
[ -z $1 ] && echo "No CSV input file specified" && exit 1
[ ! -e $input ] && echo "Unable to locate $1" && exit 1
read first_line < $input
a=0
headings=`echo $first_line | awk -F"$SEP" {'print NF'}`
lines=`cat $input | wc -l`
while [ $a -lt $headings ]
do
head_array[$a]=$(echo $first_line | awk -v x=$(($a + 1)) -F"$SEP" '{print $x}')
a=$(($a+1))
done
c=0
echo "["
while [ $c -lt $lines ]
do
read each_line
if [ $c -ne 0 ]; then
d=0
echo -n "{"
while [ $d -lt $headings ]
do
each_element=$(echo $each_line | awk -v y=$(($d + 1)) -F"$SEP" '{print $y}')
if [[ $each_element == *[a-zA-Z]* ]]; then
each_element="\"${each_element}\""
fi
if [[ $each_element == "" ]]; then
each_element="null"
fi
if [ $d -ne $(($headings-1)) ]; then
echo -n "\"${head_array[$d]}\":$each_element,"
else
echo -n "\"${head_array[$d]}\":$each_element"
fi
d=$(($d+1))
done
if [ $c -eq $(($lines-1)) ]; then
echo "}"
else
echo "},"
fi
fi
c=$(($c+1))
done < $input
echo "]"
Upgraded albfan's version. Added parenthesis to regex so if you have any stuff going on with parenthesis in your data like financials or phone numbers, it captures them too and generates a valid JSON. Also, I have defined a variable for the regex and moved it to the top for convenience.
#!/bin/bash
# CSV to JSON converter using BASH
# original script from https://gist.github.com/dsliberty/3de707bc656cf757a0cb
# Usage ./csv2json.sh input.csv > output.json
#set -x
input=$1
SEP=";"
CAPTURE=*[a-zA-Z\(\)]*
[ -z $1 ] && echo "No CSV input file specified" && exit 1
[ ! -e $input ] && echo "Unable to locate $1" && exit 1
read first_line < $input
a=0
headings=`echo $first_line | awk -F"$SEP" {'print NF'}`
lines=`cat $input | wc -l`
while [ $a -lt $headings ]
do
head_array[$a]=$(echo $first_line | awk -v x=$(($a + 1)) -F"$SEP" '{print $x}')
a=$(($a+1))
done
c=0
echo "["
while [ $c -lt $lines ]
do
read each_line
if [ $c -ne 0 ]; then
d=0
echo -n "{"
while [ $d -lt $headings ]
do
each_element=$(echo $each_line | awk -v y=$(($d + 1)) -F"$SEP" '{print $y}')
if [[ $each_element == $CAPTURE ]]; then
each_element="\"${each_element}\""
fi
if [[ $each_element == "" ]]; then
each_element="null"
fi
if [ $d -ne $(($headings-1)) ]; then
echo -n "\"${head_array[$d]}\":$each_element,"
else
echo -n "\"${head_array[$d]}\":$each_element"
fi
d=$(($d+1))
done
if [ $c -eq $(($lines-1)) ]; then
echo "}"
else
echo "},"
fi
fi
c=$(($c+1))
done < $input
echo "]"
Updated @tarikozket's version to help it out with some more standard (at least in my use-case) CSVs. Added a slightly more pretty output structure and refactored to streamline things a little. I also went through and fixed an annoyance where a \r (carriage return) would cause lines to get overwritten or otherwise mangled.
NOTE - This has a bug, and I believe that it exists in every version of the script provided in this gist, but an entry that contains a comma will be truncated strangely. As a result, I would suggest not using any commas in your file except for delimiting fields.
This update also requires extended globs as it uses them to determine if it should quote a field when outputting it.
#!/bin/bash
# CSV to JSON converter using BASH
# original script from https://gist.github.com/dsliberty/3de707bc656cf757a0cb
# Usage ./csv2json.sh input.csv > output.json
#set -x
shopt -s extglob
input="${1:-}"
SEP=","
[ -z "${input}" ] && echo "No CSV input file specified" && exit 1
[ ! -e "${input}" ] && echo "Unable to locate ${input}" && exit 1
read first_line < "${input}"
a=0
headings=`echo ${first_line} | awk -F"${SEP}" {'print NF'}`
lines=`cat "${input}" | wc -l`
while [ ${a} -lt ${headings} ]
do
head_array[${a}]=$(echo ${first_line} | awk -v x=$(( ${a} + 1 )) -F"${SEP}" '{print $x}' | sed 's/\r//g')
a=$(( ${a} + 1 ))
done
c=0
echo "["
while [ ${c} -lt ${lines} ]
do
read each_line
each_line="$(echo "${each_line}" | sed 's/\r//g')"
if [[ ${c} -eq 0 ]]; then
c=$(( ${c} + 1 ))
else
d=0
echo " {"
while [[ ${d} -lt ${headings} ]]; do
item="$(echo "${each_line}" | awk -v x=$(( ${d} + 1 )) -F"${SEP}" '{print $x}')"
echo -n " \"${head_array[${d}]}\": "
case "${item}" in
"")
echo -n "null"
;;
null|true|false|\"*\"|+([0123456789]))
echo -n ${item}
;;
*)
echo -n "\"${item}\""
;;
esac
d=$(( ${d} + 1 ))
[[ ${d} -lt ${headings} ]] && echo "," || echo ""
done
echo -n " }"
c=$(( ${c} + 1 ))
[[ ${c} -lt ${lines} ]] && echo "," || echo ""
fi
done < "${input}"
echo "]"
@jwkblades beautiful piece there
Okay, I didn't like that we couldn't use commas, so I updated it to work with them. This could probably be done in a more elegant way by someone who is better with awk or sed than I am, but here is a quick implementation that works for at least all the CSVs I have thrown at it (an admittedly small set).
#!/bin/bash
# CSV to JSON converter using BASH
# original script from https://gist.github.com/dsliberty/3de707bc656cf757a0cb
# Usage ./csv2json.sh input.csv > output.json
#set -x
shopt -s extglob
input="${1:-}"
SEP=","
[ -z "${input}" ] && echo "No CSV input file specified" && exit 1
[ ! -e "${input}" ] && echo "Unable to locate ${input}" && exit 1
csv_nextField()
{
local line="$(echo "${1}" | sed 's/\r//g')"
local start=0
local stop=0
if [[ -z "${line}" ]]; then
return 0
fi
local offset=0
local inQuotes=0
while [[ -n "${line}" ]]; do
local char="${line:0:1}"
line="${line:1}"
if [[ "${char}" == "${SEP}" && ${inQuotes} -eq 0 ]]; then
inQuotes=0
break
elif [[ "${char}" == '"' ]]; then
if [[ ${inQuotes} -eq 1 ]]; then
inQuotes=0
else
inQuotes=1
fi
else
echo -n "${char}"
fi
offset=$(( ${offset} + 1 ))
done
echo ""
return $(( ${offset} + 1 ))
}
read first_line < "${input}"
a=0
headings=`echo ${first_line} | awk -F"${SEP}" {'print NF'}`
lines=`cat "${input}" | wc -l`
while [[ ${a} -lt ${headings} ]]; do
field="$(csv_nextField "${first_line}")"
first_line="${first_line:${?}}"
head_array[${a}]="${field}"
a=$(( ${a} + 1 ))
done
c=0
echo "["
while [ ${c} -lt ${lines} ]
do
read each_line
each_line="$(echo "${each_line}" | sed 's/\r//g')"
if [[ ${c} -eq 0 ]]; then
c=$(( ${c} + 1 ))
else
d=0
echo " {"
while [[ ${d} -lt ${headings} ]]; do
item="$(csv_nextField "${each_line}")"
each_line="${each_line:${?}}"
echo -n " \"${head_array[${d}]}\": "
case "${item}" in
"")
echo -n "null"
;;
null|true|false|\"*\"|+([0123456789]))
echo -n ${item}
;;
*)
echo -n "\"${item}\""
;;
esac
d=$(( ${d} + 1 ))
[[ ${d} -lt ${headings} ]] && echo "," || echo ""
done
echo -n " }"
c=$(( ${c} + 1 ))
[[ ${c} -lt ${lines} ]] && echo "," || echo ""
fi
done < "${input}"
echo "]"
My csv file is tab seperated, what do I use for SEP= ?
Greetings
McMelloW
This is fantastic!
Using @jwkblades latest version.
Just wanted to add that by changing
input="${1:-}"
to:
input="${1:-/dev/stdin}"
It will let you take stdin as an input, instead of specifying a file. Which fits my use case perfectly.
Thank you all.
-- edit That only seems to work then the piped data exists in a file already.
cat test.csv | csv2json.sh
but not
horribly_old_custom_sql_query_tool "select * from table_name limit 10" | csv2json > output.json
Working to see if I can't simplify a tool and have it skip writing to the csv in the first place.
ok. This version lets me use either piped stdin or read from a file:
#!/bin/bash
# CSV to JSON converter using BASH
# original script from https://gist.github.com/dsliberty/3de707bc656cf757a0cb
# Usage ./csv2json.sh input.csv > output.json
# cat <input.csv> | csv2json > output.json
#set -x
shopt -s extglob
input="${1:-/dev/stdin}"
SEP=","
[ -z "${input}" ] && echo "No CSV input file specified" && exit 1
[ ! -e "${input}" ] && echo "Unable to locate ${input}" && exit 1
csv_nextField()
{
local line="$(echo "${1}" | sed 's/\r//g')"
local start=0
local stop=0
if [[ -z "${line}" ]]; then
return 0
fi
local offset=0
local inQuotes=0
while [[ -n "${line}" ]]; do
local char="${line:0:1}"
line="${line:1}"
if [[ "${char}" == "${SEP}" && ${inQuotes} -eq 0 ]]; then
inQuotes=0
break
elif [[ "${char}" == '"' ]]; then
if [[ ${inQuotes} -eq 1 ]]; then
inQuotes=0
else
inQuotes=1
fi
else
echo -n "${char}"
fi
offset=$(( ${offset} + 1 ))
done
echo ""
return $(( ${offset} + 1 ))
}
read -r first_line < "${input}"
a=0
headings=$(echo "${first_line}" | awk -F"${SEP}" {'print NF'})
if [ "${input}" = "/dev/stdin" ]; then
while read -r line
do
lines_str+="$line"$'\n'
c=1
done < "${input}"
else
lines_str="$(cat "${input}")"
c=0
fi
lines_num=$(echo "${lines_str}" | wc -l)
while [[ ${a} -lt ${headings} ]]; do
field="$(csv_nextField "${first_line}")"
first_line="${first_line:${?}}"
head_array[${a}]="${field}"
a=$(( ${a} + 1 ))
done
#c=0
echo "["
while [ ${c} -lt ${lines_num} ]
do
read -r each_line
each_line="$(echo "${each_line}" | sed 's/\r//g')"
if [[ ${c} -eq 0 ]]; then
c=$(( ${c} + 1 ))
else
d=0
echo " {"
while [[ ${d} -lt ${headings} ]]; do
item="$(csv_nextField "${each_line}")"
each_line="${each_line:${?}}"
echo -n " \"${head_array[${d}]}\": "
case "${item}" in
"")
echo -n "null"
;;
null|true|false|\"*\"|+([0123456789]))
echo -n ${item}
;;
*)
echo -n "\"${item}\""
;;
esac
d=$(( ${d} + 1 ))
[[ ${d} -lt ${headings} ]] && echo "," || echo ""
done
echo -n " }"
c=$(( ${c} + 1 ))
[[ ${c} -lt ${lines_num} ]] && echo "," || echo ""
fi
done <<< "${lines_str}"
echo "]"
Had some issues with this on MacOS as every echo inserted a line break, also had ^M at the end of the last header and last item in every line. My input files also had some blank lines that caused issues, so had to find a solution for that.
Using @jwkblades first version as the comma issue did not impact me, and if it would become an issue I will use a different delimiter.
refactored the code with the following changes:
- removed all blank lines in the input file
- replaced all echo's with printf
- removed ^M form the last field
- simplified the code some more
Now works well against my files on both MacOS and Ubuntu
EDIT
Will work with piped stdin i.e. sqlite3 output or read from a file as per @outwitevil
Add the ability to quote unquoted ip adressess.
#!/bin/bash
# CSV to JSON converter using BASH
# original script from https://gist.github.com/dsliberty/3de707bc656cf757a0cb
# Usage ./csv2json.sh input.csv > output.json
shopt -s extglob
input="${1:-/dev/stdin}"
SEP=","
[ -z "${input}" ] && printf "No CSV input file specified" && exit 1
[ ! -e "${input}" ] && printf "Unable to locate ${input}" && exit 1
data=$(sed '/^$/d' "${input}")
line_count=$(printf "${data}" | wc -l)
printf "[\n"
row=0
while IFS=$'\n\r' read -r line; do
if [[ ${row} -eq 0 ]]; then
IFS="$SEP" read -ra head_items <<< "${line}"
else
IFS="$SEP" read -ra line_items <<< "${line}"
printf "\t{\n"
col=0
for item in "${line_items[@]}"; do
printf "\t\t\"${head_items[${col}]}\": "
case ${item} in
\"\")
printf "null"
;;
\"*\")
printf "${item}"
;;
*.*.*.*)
printf "\"${item}\""
;;
null|true|false|+([0-9.]))
printf "${item}"
;;
*)
printf "\"${item}\""
;;
esac
(( col++ ))
[[ ${col} -lt ${#head_items[@]} ]] && printf ",\n" || printf "\n"
done
printf "\t}"
[[ ${row} -lt ${line_count} ]] && printf ",\n" || printf "\n"
fi
(( row++ ))
done <<< "${data}"
printf "]"
Many thanks to each of you! just what I was looking for!
Here's a quick and dirty version that works on shells like Busybox ash that don't handle arrays
function CSV2JSON {
local inputFile="${1}" # Input csv text
local separator="${2:-,}" # Separator, defaults to ','
local lineCounter=0
local numberOfHeadings=0
local headingsCounter=0
local elementNumber=0
# Since we do not have arrays in ash, we assign elements via eval "header$number"
# variables header[0-9]* cannot be declared as local
echo -e "\t["
while IFS= read -r line; do
if [ "$line" == "" ] || [ "${line:0:1}" == "#" ]; then
continue
fi
if [ $lineCounter -eq 0 ]; then
numberOfHeadings=$(echo $line | awk -F"$separator" {'print NF'})
while [ $headingsCounter -lt $numberOfHeadings ]; do
eval "header$headingsCounter=\"$(echo $line | awk -v x=$((headingsCounter+1)) -F"$separator" '{print $x}')\""
headingsCounter=$((headingsCounter+1))
done
else
echo -e "\t\t{"
elementNumber=0
while [ $elementNumber -lt $numberOfHeadings ]; do
element="$(echo $line | awk -v y=$(($elementNumber+1)) -F"$separator" '{print $y}')"
if [ "$element" == "" ]; then
element="null"
fi
eval "echo -e \"\\t\\t\\\"\$header$elementNumber\\\" : \\\"$element\\\",\""
elementNumber=$((elementNumber+1))
done
echo -e "\t\t},"
fi
lineCounter=$((lineCounter+1))
done < "$inputFile"
echo -e "\t],"
}
Here's another version that works with Busybox, and does not rely on eval, altough using cut in order to find corresponding headers has a little performance impact.
Function should be highly portable
function CSV2JSON2 {
local inputFile="${1}" # Input csv text
local separator="${2:-,}" # Separator, defaults to ','
local firstLine
local lineCounter=0
local numberOfHeadings=0
local elementNumber=0
local element
while IFS= read -r line; do
if [ "$line" == "" ] || [ "${line:0:1}" == "#" ]; then
continue
fi
if [ $lineCounter -eq 0 ]; then
numberOfHeadings=$(($(echo $line | grep -o "$separator" | wc -l)+1))
firstLine="$line"
else
echo -e "\t\t{"
elementNumber=1
while [ $elementNumber -lt $numberOfHeadings ]; do
headerElement="$(echo $firstLine | cut -d"$separator" -f$elementNumber)"
element="$(echo $line | cut -d"$separator" -f$elementNumber)"
if [ "$element" == "" ]; then
element="null"
fi
echo -e "\t\t\"$headerElement\" : \"$element\","
elementNumber=$((elementNumber+1))
done
echo -e "\t\t},"
fi
lineCounter=$((lineCounter+1))
done < "$inputFile"
# Add [ ] if more than one item in list
if [ $lineCounter -gt 2 ]; then
sed -i.tmp '1s/^/\t[\n/' "$outputFile"
echo -e "\t]," >> "$outputFile"
fi
}
Use with jsonOutput = "$(CSV2JSON2 "inputFile")"
@linosteenkamp's version does not work with CSV that contain quoted comma (",") e.g. printf "head1,head2,head3\n1,\"foo, bar, baz\",\"foo bar baz\"" | ./csv2json.sh
will result in
[
{
"head1": 1,
"head2": ""foo",
"head3": " bar"
"": " baz""
"": "foo bar baz"
}
]
Quick fix for @outwitevil's script (https://gist.github.com/dsliberty/3de707bc656cf757a0cb#gistcomment-2103308) is to replace the \r
in the sed
regex with $(printf '\r')
. The script will still struggle with empty lines, so you have to delete them beforehand. A simple one-liner
printf "head1,head2,head3\n\n\n1,\"foo, bar, baz\",\"foo bar baz\"\n\n" | sed '/^[[:space:]]*$/d' | ./csv2json.sh
[
{
"head1": 1,
"head2": "foo, bar, baz",
"head3": "foo bar baz"
}
]
I haven't checked if there are any side effects on Linux now.
#!/bin/bash
# CSV to JSON converter using BASH
# original script from https://gist.github.com/dsliberty/3de707bc656cf757a0cb
# Usage ./csv2json.sh input.csv > output.json
# cat <input.csv> | csv2json > output.json
#set -x
shopt -s extglob
input="${1:-/dev/stdin}"
SEP=","
[ -z "${input}" ] && echo "No CSV input file specified" && exit 1
[ ! -e "${input}" ] && echo "Unable to locate ${input}" && exit 1
csv_nextField()
{
local line="$(echo "${1}" | sed 's/$(printf '\r')//g')"
local start=0
local stop=0
if [[ -z "${line}" ]]; then
return 0
fi
local offset=0
local inQuotes=0
while [[ -n "${line}" ]]; do
local char="${line:0:1}"
line="${line:1}"
if [[ "${char}" == "${SEP}" && ${inQuotes} -eq 0 ]]; then
inQuotes=0
break
elif [[ "${char}" == '"' ]]; then
if [[ ${inQuotes} -eq 1 ]]; then
inQuotes=0
else
inQuotes=1
fi
else
echo -n "${char}"
fi
offset=$(( ${offset} + 1 ))
done
echo ""
return $(( ${offset} + 1 ))
}
read -r first_line < "${input}"
a=0
headings=$(echo "${first_line}" | awk -F"${SEP}" {'print NF'})
if [ "${input}" = "/dev/stdin" ]; then
while read -r line
do
lines_str+="$line"$'\n'
c=1
done < "${input}"
else
lines_str="$(cat "${input}")"
c=0
fi
lines_num=$(echo "${lines_str}" | wc -l)
while [[ ${a} -lt ${headings} ]]; do
field="$(csv_nextField "${first_line}")"
first_line="${first_line:${?}}"
head_array[${a}]="${field}"
a=$(( ${a} + 1 ))
done
#c=0
echo "["
while [ ${c} -lt ${lines_num} ]
do
read -r each_line
each_line="$(echo "${each_line}" | sed 's/$(printf '\r')//g')"
if [[ ${c} -eq 0 ]]; then
c=$(( ${c} + 1 ))
else
d=0
echo " {"
while [[ ${d} -lt ${headings} ]]; do
item="$(csv_nextField "${each_line}")"
each_line="${each_line:${?}}"
echo -n " \"${head_array[${d}]}\": "
case "${item}" in
"")
echo -n "null"
;;
null|true|false|\"*\"|+([0123456789]))
echo -n ${item}
;;
*)
echo -n "\"${item}\""
;;
esac
d=$(( ${d} + 1 ))
[[ ${d} -lt ${headings} ]] && echo "," || echo ""
done
echo -n " }"
c=$(( ${c} + 1 ))
[[ ${c} -lt ${lines_num} ]] && echo "," || echo ""
fi
done <<< "${lines_str}"
echo "]"
#!/bin/bash
CSV to JSON converter using BASH
Usage ./csv2json input.csv > output.json
input=$1
[ -z $1 ] && echo "No CSV input file specified" && exit 1
[ ! -e $input ] && echo "Unable to locate $1" && exit 1
read first_line < $input
a=0
headings=echo $first_line | awk -F, {'print NF'}
lines=cat $input | wc -l
while [ $a -lt $headings ]
do
head_array[$a]=$(echo
a=$(($a+1))
done
c=0
echo "["
while [ $c -le $lines ]
do
read each_line
if [ $c -ne 0 ]; then
d=0
echo -n "{"
while [ $d -lt $headings ]
do
each_element=$(echo
if [
echo -n ""${head_array[$d]}":"$each_element","
else
echo -n ""${head_array[$d]}":"$each_element""
fi
d=$(($d+1))
done
if [
echo "}"
else
echo "},"
fi
fi
c=$(($c+1))
done < $input
echo "]"
This should give with quatation and array of json objects
Question, the script runs fine but does not output a json file?
Problem if field value have more than 254 characters.After that field every other field will the same
I have a field that has the following value
"doc":0000000000000000000000000000000000000000000000000000000000000000,
what is interesting is that the all zeros is failing to be parsed by JSON tools ...
they either want a 0 or a "0000000000000000000000000000000000000000000000000000000000000000"
Is there a way that we can put quotes around all values even if they are numbers? or is that outside the accepted formatting of JSON?
Great script!
If you want to wrap all tag names in quotes, and all values that start with an alphabetic char with quotes, you can go with this: