insertion of divider between JSON lines after extraction of data

﹥>﹥吖頭↗ 提交于 2019-12-24 20:19:42

问题


I have a file with 811 JSON lines in it which I need to parse. Now, I'm using the following command to parse the data I'm interested in (awk is required due to the fact that the JSON I'm working with doesn't provide the data in a proper array):

sed 's/},/},\n/g' 1st_run.json |awk '/"characater"/ { gsub("\"characater\"", "\"char" ++n "\"", $0) } 1'| jq -r '.frames.frame.lps.lp|.characters[]|[.code_ascii,.confidence]|@tsv'

This work fine but I get a huge flood of data that is not delimited in any way. How can I at least insert a delimiter after every line in JSON that I have a somewhat parsable result?

input

The JSON input I have is something like:

...
{"response":{"container":{"id":"80d996a1-c267-4fa4-b3f8-f61ff9fda198","timestamp":"2018-Jul-10 17:00:50.829709"},"id":"00000002-0000-0000-0000-000000000002"},"frames":{"frame":{"id":"398","timestamp":"2016-Nov-30 12:56:47.900000","lps":{"lp":{"licenseplate":"FRJ724","text":"FRJ724","wtext":"FRJ724","confidence":"67","bkcolor":"16777215","color":"16777215","type":"540122","ntip":"6","cct_country_short":"USA","cct_state_short":"NY","tips":{"tip":{"poly":{"p":{"x":"1553","y":"249"},"p":{"x":"1559","y":"249"},"p":{"x":"1559","y":"267"},"p":{"x":"1553","y":"267"}},"bkcolor":"16777215","color":"0","code":"70","code_ascii":"F","confidence":"88"},"tip":{"poly":{"p":{"x":"1561","y":"248"},"p":{"x":"1568","y":"248"},"p":{"x":"1568","y":"267"},"p":{"x":"1561","y":"267"}},"bkcolor":"16777215","color":"0","code":"82","code_ascii":"R","confidence":"96"},"tip":{"poly":{"p":{"x":"1569","y":"248"},"p":{"x":"1575","y":"248"},"p":{"x":"1576","y":"267"},"p":{"x":"1569","y":"267"}},"bkcolor":"16777215","color":"0","code":"74","code_ascii":"J","confidence":"96"},"tip":{"poly":{"p":{"x":"1585","y":"248"},"p":{"x":"1591","y":"248"},"p":{"x":"1591","y":"267"},"p":{"x":"1585","y":"267"}},"bkcolor":"16777215","color":"0","code":"55","code_ascii":"7","confidence":"94"},"tip":{"poly":{"p":{"x":"1593","y":"248"},"p":{"x":"1600","y":"248"},"p":{"x":"1600","y":"267"},"p":{"x":"1593","y":"267"}},"bkcolor":"16777215","color":"0","code":"50","code_ascii":"2","confidence":"88"},"tip":{"poly":{"p":{"x":"1602","y":"248"},"p":{"x":"1607","y":"248"},"p":{"x":"1607","y":"266"},"p":{"x":"1602","y":"266"}},"bkcolor":"16777215","color":"0","code":"52","code_ascii":"4","confidence":"99"}},"ncharacter":"6","characters":{"characater":{"poly":{"p":{"x":"1553","y":"249"},"p":{"x":"1559","y":"249"},"p":{"x":"1559","y":"267"},"p":{"x":"1553","y":"267"}},"bkcolor":"16777215","color":"0","code":"70","code_ascii":"F","confidence":"88"},"characater":{"poly":{"p":{"x":"1561","y":"248"},"p":{"x":"1568","y":"248"},"p":{"x":"1568","y":"267"},"p":{"x":"1561","y":"267"}},"bkcolor":"16777215","color":"0","code":"82","code_ascii":"R","confidence":"96"},"characater":{"poly":{"p":{"x":"1569","y":"248"},"p":{"x":"1575","y":"248"},"p":{"x":"1576","y":"267"},"p":{"x":"1569","y":"267"}},"bkcolor":"16777215","color":"0","code":"74","code_ascii":"J","confidence":"96"},"characater":{"poly":{"p":{"x":"1585","y":"248"},"p":{"x":"1591","y":"248"},"p":{"x":"1591","y":"267"},"p":{"x":"1585","y":"267"}},"bkcolor":"16777215","color":"0","code":"55","code_ascii":"7","confidence":"94"},"characater":{"poly":{"p":{"x":"1593","y":"248"},"p":{"x":"1600","y":"248"},"p":{"x":"1600","y":"267"},"p":{"x":"1593","y":"267"}},"bkcolor":"16777215","color":"0","code":"50","code_ascii":"2","confidence":"88"},"characater":{"poly":{"p":{"x":"1602","y":"248"},"p":{"x":"1607","y":"248"},"p":{"x":"1607","y":"266"},"p":{"x":"1602","y":"266"}},"bkcolor":"16777215","color":"0","code":"52","code_ascii":"4","confidence":"99"}},"det_time_us":"776874","poly":{"p":{"x":"1543","y":"237"},"p":{"x":"1618","y":"237"},"p":{"x":"1618","y":"274"},"p":{"x":"1543","y":"274"}}}},"det_time_us":"1883017"}}}
{"response":{"container":{"id":"fa75e8f8-1b44-4f2f-a09b-6fe3b801ca1b","timestamp":"2018-Jul-10 17:00:55.863641"},"id":"00000002-0000-0000-0000-000000000002"},"frames":{"frame":{"id":"399","timestamp":"2016-Nov-30 12:56:48","lps":{"lp":{"licenseplate":"FRJ724","text":"FRJ724","wtext":"FRJ724","confidence":"47","bkcolor":"16777215","color":"16777215","type":"540122","ntip":"6","cct_country_short":"USA","cct_state_short":"NY","tips":{"tip":{"poly":{"p":{"x":"1553","y":"248"},"p":{"x":"1560","y":"248"},"p":{"x":"1560","y":"266"},"p":{"x":"1554","y":"266"}},"bkcolor":"16777215","color":"0","code":"70","code_ascii":"F","confidence":"96"},"tip":{"poly":{"p":{"x":"1561","y":"248"},"p":{"x":"1568","y":"248"},"p":{"x":"1568","y":"267"},"p":{"x":"1561","y":"267"}},"bkcolor":"16777215","color":"0","code":"82","code_ascii":"R","confidence":"98"},"tip":{"poly":{"p":{"x":"1569","y":"247"},"p":{"x":"1576","y":"247"},"p":{"x":"1576","y":"267"},"p":{"x":"1569","y":"267"}},"bkcolor":"16777215","color":"0","code":"74","code_ascii":"J","confidence":"96"},"tip":{"poly":{"p":{"x":"1586","y":"248"},"p":{"x":"1592","y":"248"},"p":{"x":"1592","y":"267"},"p":{"x":"1586","y":"267"}},"bkcolor":"16777215","color":"0","code":"55","code_ascii":"7","confidence":"95"},"tip":{"poly":{"p":{"x":"1593","y":"248"},"p":{"x":"1600","y":"248"},"p":{"x":"1600","y":"267"},"p":{"x":"1593","y":"267"}},"bkcolor":"16777215","color":"0","code":"50","code_ascii":"2","confidence":"86"},"tip":{"poly":{"p":{"x":"1601","y":"249"},"p":{"x":"1608","y":"249"},"p":{"x":"1608","y":"265"},"p":{"x":"1601","y":"265"}},"bkcolor":"16777215","color":"0","code":"52","code_ascii":"4","confidence":"63"}},"ncharacter":"6","characters":{"characater":{"poly":{"p":{"x":"1553","y":"248"},"p":{"x":"1560","y":"248"},"p":{"x":"1560","y":"266"},"p":{"x":"1554","y":"266"}},"bkcolor":"16777215","color":"0","code":"70","code_ascii":"F","confidence":"96"},"characater":{"poly":{"p":{"x":"1561","y":"248"},"p":{"x":"1568","y":"248"},"p":{"x":"1568","y":"267"},"p":{"x":"1561","y":"267"}},"bkcolor":"16777215","color":"0","code":"82","code_ascii":"R","confidence":"98"},"characater":{"poly":{"p":{"x":"1569","y":"247"},"p":{"x":"1576","y":"247"},"p":{"x":"1576","y":"267"},"p":{"x":"1569","y":"267"}},"bkcolor":"16777215","color":"0","code":"74","code_ascii":"J","confidence":"96"},"characater":{"poly":{"p":{"x":"1586","y":"248"},"p":{"x":"1592","y":"248"},"p":{"x":"1592","y":"267"},"p":{"x":"1586","y":"267"}},"bkcolor":"16777215","color":"0","code":"55","code_ascii":"7","confidence":"95"},"characater":{"poly":{"p":{"x":"1593","y":"248"},"p":{"x":"1600","y":"248"},"p":{"x":"1600","y":"267"},"p":{"x":"1593","y":"267"}},"bkcolor":"16777215","color":"0","code":"50","code_ascii":"2","confidence":"86"},"characater":{"poly":{"p":{"x":"1601","y":"249"},"p":{"x":"1608","y":"249"},"p":{"x":"1608","y":"265"},"p":{"x":"1601","y":"265"}},"bkcolor":"16777215","color":"0","code":"52","code_ascii":"4","confidence":"63"}},"det_time_us":"600136","poly":{"p":{"x":"1543","y":"238"},"p":{"x":"1618","y":"239"},"p":{"x":"1619","y":"274"},"p":{"x":"1543","y":"273"}}}},"det_time_us":"1495308"}}}
{"response":{"container":{"id":"5c9c773c-a72a-488f-bc49-148dcd6cfa0a","timestamp":"2018-Jul-10 17:01:01.756522"},"id":"00000002-0000-0000-0000-000000000002"},"frames":{"frame":{"id":"400","timestamp":"2016-Nov-30 12:56:48.100000","lps":{"lp":{"licenseplate":"FRJ724","text":"FRJ724","wtext":"FRJ724","confidence":"47","bkcolor":"16777215","color":"16777215","type":"540122","ntip":"6","cct_country_short":"USA","cct_state_short":"NY","tips":{"tip":{"poly":{"p":{"x":"1553","y":"248"},"p":{"x":"1560","y":"248"},"p":{"x":"1560","y":"266"},"p":{"x":"1554","y":"266"}},"bkcolor":"16777215","color":"0","code":"70","code_ascii":"F","confidence":"96"},"tip":{"poly":{"p":{"x":"1561","y":"248"},"p":{"x":"1568","y":"248"},"p":{"x":"1568","y":"267"},"p":{"x":"1561","y":"267"}},"bkcolor":"16777215","color":"0","code":"82","code_ascii":"R","confidence":"98"},"tip":{"poly":{"p":{"x":"1569","y":"247"},"p":{"x":"1576","y":"247"},"p":{"x":"1576","y":"267"},"p":{"x":"1569","y":"267"}},"bkcolor":"16777215","color":"0","code":"74","code_ascii":"J","confidence":"96"},"tip":{"poly":{"p":{"x":"1586","y":"248"},"p":{"x":"1592","y":"248"},"p":{"x":"1592","y":"267"},"p":{"x":"1586","y":"267"}},"bkcolor":"16777215","color":"0","code":"55","code_ascii":"7","confidence":"95"},"tip":{"poly":{"p":{"x":"1593","y":"248"},"p":{"x":"1600","y":"248"},"p":{"x":"1600","y":"267"},"p":{"x":"1593","y":"267"}},"bkcolor":"16777215","color":"0","code":"50","code_ascii":"2","confidence":"86"},"tip":{"poly":{"p":{"x":"1601","y":"249"},"p":{"x":"1608","y":"249"},"p":{"x":"1608","y":"265"},"p":{"x":"1601","y":"265"}},"bkcolor":"16777215","color":"0","code":"52","code_ascii":"4","confidence":"63"}},"ncharacter":"6","characters":{"characater":{"poly":{"p":{"x":"1553","y":"248"},"p":{"x":"1560","y":"248"},"p":{"x":"1560","y":"266"},"p":{"x":"1554","y":"266"}},"bkcolor":"16777215","color":"0","code":"70","code_ascii":"F","confidence":"96"},"characater":{"poly":{"p":{"x":"1561","y":"248"},"p":{"x":"1568","y":"248"},"p":{"x":"1568","y":"267"},"p":{"x":"1561","y":"267"}},"bkcolor":"16777215","color":"0","code":"82","code_ascii":"R","confidence":"98"},"characater":{"poly":{"p":{"x":"1569","y":"247"},"p":{"x":"1576","y":"247"},"p":{"x":"1576","y":"267"},"p":{"x":"1569","y":"267"}},"bkcolor":"16777215","color":"0","code":"74","code_ascii":"J","confidence":"96"},"characater":{"poly":{"p":{"x":"1586","y":"248"},"p":{"x":"1592","y":"248"},"p":{"x":"1592","y":"267"},"p":{"x":"1586","y":"267"}},"bkcolor":"16777215","color":"0","code":"55","code_ascii":"7","confidence":"95"},"characater":{"poly":{"p":{"x":"1593","y":"248"},"p":{"x":"1600","y":"248"},"p":{"x":"1600","y":"267"},"p":{"x":"1593","y":"267"}},"bkcolor":"16777215","color":"0","code":"50","code_ascii":"2","confidence":"86"},"characater":{"poly":{"p":{"x":"1601","y":"249"},"p":{"x":"1608","y":"249"},"p":{"x":"1608","y":"265"},"p":{"x":"1601","y":"265"}},"bkcolor":"16777215","color":"0","code":"52","code_ascii":"4","confidence":"63"}},"det_time_us":"457492","poly":{"p":{"x":"1543","y":"238"},"p":{"x":"1618","y":"239"},"p":{"x":"1619","y":"274"},"p":{"x":"1543","y":"273"}}}},"det_time_us":"1311946"}}}
...

Output created

4       99
9       95
2       94
3       94
9       97
B       96
A       92
B       94
L       76
E       88
B       90
R       95
1       85
4       99
9       87
2       98
3       97
9       98
B       98
A       94
4       91
9       97
2       90
3       92
9       96
B       98
A       99

Expected output (e.g.)

Divider inserted after each JSON lines, independent of the number of extracted items (per line) - (it es equal to .ncharacter in JSON)

4       99
9       95
2       94
3       94
9       97
B       96
----------
A       92
B       94
L       76
E       88
B       90
R       95
1       85
4       99
----------
9       87
2       98
3       97
9       98
B       98
A       94
4       91
----------
9       97
2       90
3       92
9       96
B       98
A       99

回答1:


You could use awk to print extra wrapping [ ] and , for each line.

awk 'BEGIN {print "["} END {print "]"} {gsub(/characater/, "char" ++n); print $0 ","}'



回答2:


Okay,

I got around it with writing a Python script that can handle the misformatted JSON data. The idea is to iterate over each line separately and then break the contents up by substrings to extract ascii_code and confidence which in the end loos something like:

#!/usr/bin/python

def mysplit( str ):
    spltstr = str.split("code_ascii")
    itr = iter(spltstr)
    next(itr)
    for k in itr:
        a = k.split("\"")
        print a[2] + "     " +a[6]

filepath = 'test2.json'
with open(filepath) as fp: 
    line = fp.readline()
    cnt = 1 
    while line:
        print "----------"
        mysplit(line)
        line = fp.readline()
        cnt += 1

I think this should pretty much do it for me...



来源:https://stackoverflow.com/questions/51332843/insertion-of-divider-between-json-lines-after-extraction-of-data

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