How can I (generically) transform the input file below to output file below, using jq:
Input file:
[{"a": 1, "b": 10},
{"a": 2, "d": "fred", "e": 30}]
Output file:
INSERT INTO mytab (a,b) VALUES (1,10);
INSERT INTO mytab (a,d,e) VALUES (2,"fred",30);
Using a combination of string interpolation and two variants of string join operations, one using the #csv filter and other using join(",")
jq --raw-output '
.[]| to_entries | map(.key) as $k | map(.value) as $v |
"INSERT INTO mytab (\($k | join(","))) VALUES (\($v | #csv ));"'
jqplay demo
Related
How can I (generically) transform the input file below to the output file below, using jq. The record format of the output file is: array_index | key | value
Input file:
[{"a": 1, "b": 10},
{"a": 2, "d": "fred", "e": 30}]
Output File:
0|a|1
0|b|10
1|a|2
1|d|fred
1|e|30
Here's a solution using tostream, which creates a stream of paths and their values. Filter out those having values using select, flatten to align both, and join for the output format:
jq -r 'tostream | select(has(1)) | flatten | join("|")'
0|a|1
0|b|10
1|a|2
1|d|fred
1|e|30
Demo
Or a very similar one using paths to get the paths, scalars for the filter, and getpath for the corresponding value:
jq -r 'paths(scalars) as $p | [$p[], getpath($p)] | join("|")'
0|a|1
0|b|10
1|a|2
1|d|fred
1|e|30
Demo
< file.json jq -r 'to_entries
| .[]
| .key as $k
| ((.value | to_entries )[]
| [$k, .key, .value])
| #csv'
Output:
0,"a",1
0,"b",10
1,"a",2
1,"d","fred"
1,"e",30
You just need to remove the double quotes.
to_entries can be used to loop over the elements of arrays and objects in a way that gives both the key (index) and the value of the element.
jq -r '
to_entries[] |
.key as $id |
.value |
to_entries[] |
[ $id, .key, .value ] |
join("|")
'
Demo on jqplay
Replace join("|") with #csv to get proper CSV.
Since an example is worth a thousand words, say I have the following JSON stream:
{"a": 0, "b": 1}
{"a": 2, "b": 2}
{"a": 7, "b": null}
{"a": 3, "b": 7}
How can I keep all the objects for which the .b property is one of [1, 7] (in reality the list is much longer so I don't want to do select(.b == 1 or .b == 7)). I'm looking for something like this: select(.b in [1, 7]), but I couldn't find what I'm looking for in the man page.
Doing $value in $collection could be achieved using the pattern select($value == $collection[]). A more efficient alternative would be select(any($value == $collection[]; .)) So your filter should be this:
[1, 7] as $whitelist | select(any(.b == $whitelist[]; .))
Having the array in a variable has its benefits as it lets you change the whitelist easily using arguments.
$ jq --argjson whitelist '[2, 7]' 'select(any(.b == $whitelist[]; .))'
The following approach using index/1 is similar to what was originally sought (".b in [1, 7]"), and might be noticeably faster than using .[] within select if the whitelist is large.
If your jq supports --argjson:
jq --argjson w '[1,7]' '. as $in | select($w | index($in.b))'
Otherwise:
jq --arg w '[1,7]' '. as $in | ($w|fromjson) as $w | select($w | index($in.b))'
or:
jq '. as $in | select([1, 7] | index($in.b))'
UPDATE
On Jan 30, 2017, a builtin named IN was added for efficiently testing whether a JSON entity is contained in a stream. It can also be used for efficiently testing membership in an array. For example, the above invocation with --argjson can be simplified to:
jq --argjson w '[1,7]' 'select( .b | IN($w[]) )'
If your jq does not have IN/1, then so long as your jq has first/1, you can use this equivalent definition:
def IN(s): . as $in | first(if (s == $in) then true else empty end) // false;
Since an example is worth a thousand words, say I have the following JSON stream:
{"a": 0, "b": 1}
{"a": 2, "b": 2}
{"a": 7, "b": null}
{"a": 3, "b": 7}
How can I keep all the objects for which the .b property is one of [1, 7] (in reality the list is much longer so I don't want to do select(.b == 1 or .b == 7)). I'm looking for something like this: select(.b in [1, 7]), but I couldn't find what I'm looking for in the man page.
Doing $value in $collection could be achieved using the pattern select($value == $collection[]). A more efficient alternative would be select(any($value == $collection[]; .)) So your filter should be this:
[1, 7] as $whitelist | select(any(.b == $whitelist[]; .))
Having the array in a variable has its benefits as it lets you change the whitelist easily using arguments.
$ jq --argjson whitelist '[2, 7]' 'select(any(.b == $whitelist[]; .))'
The following approach using index/1 is similar to what was originally sought (".b in [1, 7]"), and might be noticeably faster than using .[] within select if the whitelist is large.
If your jq supports --argjson:
jq --argjson w '[1,7]' '. as $in | select($w | index($in.b))'
Otherwise:
jq --arg w '[1,7]' '. as $in | ($w|fromjson) as $w | select($w | index($in.b))'
or:
jq '. as $in | select([1, 7] | index($in.b))'
UPDATE
On Jan 30, 2017, a builtin named IN was added for efficiently testing whether a JSON entity is contained in a stream. It can also be used for efficiently testing membership in an array. For example, the above invocation with --argjson can be simplified to:
jq --argjson w '[1,7]' 'select( .b | IN($w[]) )'
If your jq does not have IN/1, then so long as your jq has first/1, you can use this equivalent definition:
def IN(s): . as $in | first(if (s == $in) then true else empty end) // false;
Say I have a JSON like this:
{
"json": [
"a",
[
"b",
"c",
[
"d",
"foo",
1
],
[
[
42,
"foo"
]
]
]
]
}
And I want an array of jq index paths that contain foo:
[
".json[1][2][1]",
".json[1][3][0][1]"
]
Can I achieve this using jq and how?
I tried recurse | .foo to get the matches first but I receive an error: Cannot index array with string "foo".
First of all, I'm not sure what is the purpose of obtaining an array of jq programs. While means of doing this exist, they are seldom necessary; jq does not provide any sort of eval command.
jq has the concept of a path, which is an array of strings and numbers representing the position of an element in a JSON; this is equivalent to the strings on your expected output. As an example, ".json[1][2][1]" would be represented as ["json", 1, 2, 1]. The standard library contains several functions that operate with this concept, such as getpath, setpath, paths and leaf_paths.
We can thus obtain all leaf paths in the given JSON and iterate through them, select those for which their value in the input JSON is "foo", and generate an array out of them:
jq '[paths as $path | select(getpath($path) == "foo") | $path]'
This will return, for your given input, the following output:
[
["json", 1, 2, 1],
["json", 1, 3, 0, 1]
]
Now, although it should not be necessary, and it is most likely a sign that you're approaching whatever problem you are facing in the wrong way, it is possible to convert these arrays to the jq path strings you seek by transforming each path through the following script:
".\(map("[\(tojson)]") | join(""))"
The full script would therefore be:
jq '[paths as $path | select(getpath($path) == "foo") | $path | ".\(map("[\(tojson)]") | join(""))"]'
And its output would be:
[
".[\"json\"][1][2][1]",
".[\"json\"][1][3][0][1]"
]
Santiago's excellent program can be further tweaked to produce output in the requested format:
def jqpath:
def t: test("^[A-Za-z_][A-Za-z0-9_]*$");
reduce .[] as $x
("";
if ($x|type) == "string"
then . + ($x | if t then ".\(.)" else ".[" + tojson + "]" end)
else . + "[\($x)]"
end);
[paths as $path | select( getpath($path) == "foo" ) | $path | jqpath]
jq -f wrangle.jq input.json
[
".json[1][2][1]",
".json[1][3][0][1]"
]
I want to use jq map my input
["a", "b"]
to output
[{name: "a", index: 0}, {name: "b", index: 1}]
I got as far as
0 as $i | def incr: $i = $i + 1; [.[] | {name:., index:incr}]'
which outputs:
[
{
"name": "a",
"index": 1
},
{
"name": "b",
"index": 1
}
]
But I'm missing something.
Any ideas?
It's easier than you think.
to_entries | map({name:.value, index:.key})
to_entries takes an object and returns an array of key/value pairs. In the case of arrays, it effectively makes index/value pairs. You could map those pairs to the items you wanted.
A more "hands-on" approach is to use reduce:
["a", "b"] | . as $in | reduce range(0;length) as $i ([]; . + [{"name": $in[$i], "index": $i}])
Here are a few more ways. Assuming input.json contains your data
["a", "b"]
and you invoke jq as
jq -M -c -f filter.jq input.json
then any of the following filter.jq filters will generate
{"name":"a","index":0}
{"name":"b","index":1}
1) using keys and foreach
foreach keys[] as $k (.;.;[$k,.[$k]])
| {name:.[1], index:.[0]}
EDIT: I now realize a filter of the form foreach E as $X (.; .; R) can almost always be rewritten as E as $X | R so the above is really just
keys[] as $k
| [$k, .[$k]]
| {name:.[1], index:.[0]}
which can be simplified to
keys[] as $k
| {name:.[$k], index:$k}
2) using keys and transpose
[keys, .]
| transpose[]
| {name:.[1], index:.[0]}
3) using a function
def enumerate:
def _enum(i):
if length<1
then empty
else [i, .[0]], (.[1:] | _enum(i+1))
end
;
_enum(0)
;
enumerate
| {name:.[1], index:.[0]}